Task 7572551

Name ParityModified-1631729334-13439-0_2
Workunit 5042633
Created 24 Sep 2021, 22:06:34 UTC
Sent 25 Sep 2021, 1:14:46 UTC
Report deadline 3 Oct 2021, 1:14:46 UTC
Received 25 Sep 2021, 15:51:59 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 8074
Run time 56 min 40 sec
CPU time 55 min 42 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 4,455.40 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 2.08 GB
Peak swap size 4.30 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
	Epoch 1535 | loss: 0.0310443 | val_loss: 0.0312086 | Time: 1656.3 ms
[2021-09-25 10:37:08	                main:574]	:	INFO	:	Epoch 1536 | loss: 0.031044 | val_loss: 0.0312076 | Time: 1677.12 ms
[2021-09-25 10:37:09	                main:574]	:	INFO	:	Epoch 1537 | loss: 0.0310344 | val_loss: 0.0312036 | Time: 1677.27 ms
[2021-09-25 10:37:11	                main:574]	:	INFO	:	Epoch 1538 | loss: 0.0310324 | val_loss: 0.0312043 | Time: 1633.54 ms
[2021-09-25 10:37:13	                main:574]	:	INFO	:	Epoch 1539 | loss: 0.0310402 | val_loss: 0.031199 | Time: 1660.3 ms
[2021-09-25 10:37:14	                main:574]	:	INFO	:	Epoch 1540 | loss: 0.0310433 | val_loss: 0.0311914 | Time: 1696.75 ms
[2021-09-25 10:37:16	                main:574]	:	INFO	:	Epoch 1541 | loss: 0.0310425 | val_loss: 0.0312027 | Time: 1666.39 ms
[2021-09-25 10:37:18	                main:574]	:	INFO	:	Epoch 1542 | loss: 0.0310399 | val_loss: 0.0311916 | Time: 1656.29 ms
[2021-09-25 10:37:19	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.0310353 | val_loss: 0.0312083 | Time: 1654.67 ms
[2021-09-25 10:37:21	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.0310353 | val_loss: 0.0312052 | Time: 1641.38 ms
[2021-09-25 10:37:23	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.0310407 | val_loss: 0.0312016 | Time: 1653.25 ms
[2021-09-25 10:37:24	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.0310464 | val_loss: 0.0311964 | Time: 1673.32 ms
[2021-09-25 10:37:26	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.03104 | val_loss: 0.0311975 | Time: 1658.71 ms
[2021-09-25 10:37:28	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0310365 | val_loss: 0.0312044 | Time: 1649.66 ms
[2021-09-25 10:37:29	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.0310403 | val_loss: 0.0312045 | Time: 1649.12 ms
[2021-09-25 10:37:31	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.0310451 | val_loss: 0.0312061 | Time: 1629.62 ms
[2021-09-25 10:37:32	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0310443 | val_loss: 0.0311913 | Time: 1643.04 ms
[2021-09-25 10:37:34	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.031039 | val_loss: 0.0312002 | Time: 1688.31 ms
[2021-09-25 10:37:36	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0310331 | val_loss: 0.0312093 | Time: 1643.04 ms
[2021-09-25 10:37:37	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0310399 | val_loss: 0.0311924 | Time: 1637.92 ms
[2021-09-25 10:37:39	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0310399 | val_loss: 0.0311958 | Time: 1664.21 ms
[2021-09-25 10:37:41	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0310501 | val_loss: 0.03118 | Time: 1679.08 ms
[2021-09-25 10:37:43	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.031056 | val_loss: 0.0312124 | Time: 1663.46 ms
[2021-09-25 10:37:44	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0310628 | val_loss: 0.0311839 | Time: 1666.24 ms
[2021-09-25 10:37:46	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0310517 | val_loss: 0.031186 | Time: 1654.15 ms
[2021-09-25 10:37:48	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0310414 | val_loss: 0.0312001 | Time: 1646.38 ms
[2021-09-25 10:37:49	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.031038 | val_loss: 0.0311881 | Time: 1770.38 ms
[2021-09-25 10:37:51	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0310438 | val_loss: 0.0311979 | Time: 1763.14 ms
[2021-09-25 10:37:53	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0310431 | val_loss: 0.0312165 | Time: 1729.67 ms
[2021-09-25 10:37:55	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.0310483 | val_loss: 0.0312067 | Time: 1725.07 ms
[2021-09-25 10:37:56	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.0310437 | val_loss: 0.0312 | Time: 1666.85 ms
[2021-09-25 10:37:58	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0310396 | val_loss: 0.0312055 | Time: 1668.44 ms
[2021-09-25 10:38:00	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0310407 | val_loss: 0.0311898 | Time: 1644.6 ms
[2021-09-25 10:38:01	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0310415 | val_loss: 0.0311902 | Time: 1664.21 ms
[2021-09-25 10:38:03	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0310439 | val_loss: 0.0311842 | Time: 1661.19 ms
[2021-09-25 10:38:05	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0310388 | val_loss: 0.0311967 | Time: 1639.88 ms
[2021-09-25 10:38:06	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0310359 | val_loss: 0.0311891 | Time: 1632.87 ms
[2021-09-25 10:38:08	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0310337 | val_loss: 0.0311964 | Time: 1639.17 ms
[2021-09-25 10:38:09	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0310303 | val_loss: 0.0312124 | Time: 1661.16 ms
[2021-09-25 10:38:11	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0310347 | val_loss: 0.0312136 | Time: 1656.85 ms
[2021-09-25 10:38:13	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0310343 | val_loss: 0.0312027 | Time: 1641.69 ms
[2021-09-25 10:38:14	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0310324 | val_loss: 0.031187 | Time: 1688.29 ms
[2021-09-25 10:38:16	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0310344 | val_loss: 0.0311999 | Time: 1652.27 ms
[2021-09-25 10:38:18	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0310413 | val_loss: 0.0312011 | Time: 1650.58 ms
[2021-09-25 10:38:19	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0310432 | val_loss: 0.0312027 | Time: 1657.95 ms
[2021-09-25 10:38:21	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0310354 | val_loss: 0.0312023 | Time: 1641.27 ms
[2021-09-25 10:38:23	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0310369 | val_loss: 0.0311874 | Time: 1648.45 ms
[2021-09-25 10:38:24	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0310383 | val_loss: 0.0311887 | Time: 1655.64 ms
[2021-09-25 10:38:26	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0310328 | val_loss: 0.0312103 | Time: 1643.85 ms
[2021-09-25 10:38:28	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0310361 | val_loss: 0.0312178 | Time: 1665.87 ms
[2021-09-25 10:38:29	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0310303 | val_loss: 0.0312038 | Time: 1661.18 ms
[2021-09-25 10:38:31	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0310341 | val_loss: 0.0312081 | Time: 1642.18 ms
[2021-09-25 10:38:33	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0310339 | val_loss: 0.0312152 | Time: 1658.92 ms
[2021-09-25 10:38:34	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.0310362 | val_loss: 0.0312053 | Time: 1704.23 ms
[2021-09-25 10:38:36	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0310354 | val_loss: 0.0311922 | Time: 1670.61 ms
[2021-09-25 10:38:38	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.031038 | val_loss: 0.0311985 | Time: 1667.09 ms
[2021-09-25 10:38:39	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0310409 | val_loss: 0.0311935 | Time: 1634.04 ms
[2021-09-25 10:38:41	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0310402 | val_loss: 0.031182 | Time: 1650.01 ms
[2021-09-25 10:38:43	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.0310348 | val_loss: 0.0311936 | Time: 1672.68 ms
[2021-09-25 10:38:44	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0310409 | val_loss: 0.0311986 | Time: 1648.56 ms
[2021-09-25 10:38:46	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0310342 | val_loss: 0.0312103 | Time: 1643 ms
[2021-09-25 10:38:48	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0310309 | val_loss: 0.0312074 | Time: 1646.41 ms
[2021-09-25 10:38:49	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0310315 | val_loss: 0.0311947 | Time: 1652.07 ms
[2021-09-25 10:38:51	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0310301 | val_loss: 0.0312129 | Time: 1660.09 ms
[2021-09-25 10:38:53	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0310285 | val_loss: 0.0312077 | Time: 1671.27 ms
[2021-09-25 10:38:54	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0310365 | val_loss: 0.0312235 | Time: 1715.61 ms
[2021-09-25 10:38:56	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0310322 | val_loss: 0.0312121 | Time: 1671.15 ms
[2021-09-25 10:38:58	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0310304 | val_loss: 0.0312127 | Time: 1647.47 ms
[2021-09-25 10:38:59	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0310323 | val_loss: 0.0312124 | Time: 1640.35 ms
[2021-09-25 10:39:01	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0310386 | val_loss: 0.0312142 | Time: 1624.02 ms
[2021-09-25 10:39:03	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0310362 | val_loss: 0.0311996 | Time: 1650.15 ms
[2021-09-25 10:39:04	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0310323 | val_loss: 0.0311922 | Time: 1655.75 ms
[2021-09-25 10:39:06	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0310402 | val_loss: 0.0312029 | Time: 1674.15 ms
[2021-09-25 10:39:08	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0310329 | val_loss: 0.0312178 | Time: 1659.63 ms
[2021-09-25 10:39:09	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0310297 | val_loss: 0.0312064 | Time: 1733.79 ms
[2021-09-25 10:39:11	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0310267 | val_loss: 0.0312123 | Time: 1668.05 ms
[2021-09-25 10:39:13	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0310334 | val_loss: 0.0312234 | Time: 1725.66 ms
[2021-09-25 10:39:15	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.0310318 | val_loss: 0.0312095 | Time: 1682.63 ms
[2021-09-25 10:39:16	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0310261 | val_loss: 0.0312143 | Time: 1653.83 ms
[2021-09-25 10:39:18	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.0310383 | val_loss: 0.0312103 | Time: 1682.47 ms
[2021-09-25 10:39:20	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.03104 | val_loss: 0.0312237 | Time: 1688.04 ms
[2021-09-25 10:39:21	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0310281 | val_loss: 0.0312091 | Time: 1686.22 ms
[2021-09-25 10:39:23	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0310258 | val_loss: 0.0312117 | Time: 1754.37 ms
[2021-09-25 10:39:25	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0310349 | val_loss: 0.0311984 | Time: 1652.48 ms
[2021-09-25 10:39:26	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.03103 | val_loss: 0.0312108 | Time: 1649.44 ms
[2021-09-25 10:39:28	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.0310304 | val_loss: 0.0312103 | Time: 1639.57 ms
[2021-09-25 10:39:30	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0310368 | val_loss: 0.0312214 | Time: 1638.29 ms
[2021-09-25 10:39:31	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0310357 | val_loss: 0.0312223 | Time: 1634.69 ms
[2021-09-25 10:39:33	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0310266 | val_loss: 0.0312075 | Time: 1622.1 ms
[2021-09-25 10:39:35	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0310311 | val_loss: 0.0312155 | Time: 1631.33 ms
[2021-09-25 10:39:36	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0310397 | val_loss: 0.0311943 | Time: 1610.14 ms
[2021-09-25 10:39:38	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.031039 | val_loss: 0.0312263 | Time: 1626.65 ms
[2021-09-25 10:39:39	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0310333 | val_loss: 0.0312189 | Time: 1634.97 ms
[2021-09-25 10:39:41	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.031029 | val_loss: 0.0312101 | Time: 1626.18 ms
[2021-09-25 10:39:43	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0310274 | val_loss: 0.0312175 | Time: 1632.89 ms
[2021-09-25 10:39:44	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0310291 | val_loss: 0.0312179 | Time: 1646.52 ms
[2021-09-25 10:39:46	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.031024 | val_loss: 0.031222 | Time: 1700.91 ms
[2021-09-25 10:39:48	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.031034 | val_loss: 0.0312088 | Time: 1926.53 ms
[2021-09-25 10:39:50	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.0310324 | val_loss: 0.031223 | Time: 1773.55 ms
[2021-09-25 10:39:51	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0310289 | val_loss: 0.0312002 | Time: 1635.64 ms
[2021-09-25 10:39:53	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0310316 | val_loss: 0.0311996 | Time: 1647.62 ms
[2021-09-25 10:39:55	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0310325 | val_loss: 0.0311996 | Time: 1653.65 ms
[2021-09-25 10:39:56	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0310336 | val_loss: 0.0311965 | Time: 1649.52 ms
[2021-09-25 10:39:58	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0310337 | val_loss: 0.031218 | Time: 1681.23 ms
[2021-09-25 10:40:00	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0310324 | val_loss: 0.0312165 | Time: 1676.76 ms
[2021-09-25 10:40:01	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0310274 | val_loss: 0.0312038 | Time: 1623.02 ms
[2021-09-25 10:40:03	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0310308 | val_loss: 0.0312105 | Time: 1642.16 ms
[2021-09-25 10:40:05	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0310381 | val_loss: 0.0312174 | Time: 1654.3 ms
[2021-09-25 10:40:06	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0310361 | val_loss: 0.0312094 | Time: 1624.57 ms
[2021-09-25 10:40:08	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0310347 | val_loss: 0.0311867 | Time: 1630.15 ms
[2021-09-25 10:40:10	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.031042 | val_loss: 0.0311879 | Time: 1621.08 ms
[2021-09-25 10:40:11	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.031046 | val_loss: 0.0312214 | Time: 1609.34 ms
[2021-09-25 10:40:13	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.031037 | val_loss: 0.0312119 | Time: 1627.33 ms
[2021-09-25 10:40:15	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.031045 | val_loss: 0.0311971 | Time: 1622.86 ms
[2021-09-25 10:40:16	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0310392 | val_loss: 0.0312138 | Time: 1629.61 ms
[2021-09-25 10:40:18	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.0310372 | val_loss: 0.0312102 | Time: 1636.94 ms
[2021-09-25 10:40:19	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0310387 | val_loss: 0.0312203 | Time: 1631.61 ms
[2021-09-25 10:40:21	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0310306 | val_loss: 0.0312145 | Time: 1635.7 ms
[2021-09-25 10:40:23	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0310373 | val_loss: 0.0312201 | Time: 1637.94 ms
[2021-09-25 10:40:24	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0310347 | val_loss: 0.031196 | Time: 1635.35 ms
[2021-09-25 10:40:26	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0310318 | val_loss: 0.0312189 | Time: 1633.58 ms
[2021-09-25 10:40:28	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0310302 | val_loss: 0.0312079 | Time: 1610.39 ms
[2021-09-25 10:40:29	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0310324 | val_loss: 0.0312073 | Time: 1622.69 ms
[2021-09-25 10:40:31	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0310293 | val_loss: 0.0312035 | Time: 1614.84 ms
[2021-09-25 10:40:33	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0310311 | val_loss: 0.0312056 | Time: 1638.69 ms
[2021-09-25 10:40:34	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.031028 | val_loss: 0.0312137 | Time: 1638.49 ms
[2021-09-25 10:40:36	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0310327 | val_loss: 0.0312061 | Time: 1643.41 ms
[2021-09-25 10:40:37	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0310283 | val_loss: 0.0312122 | Time: 1625.99 ms
[2021-09-25 10:40:39	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0310282 | val_loss: 0.0312088 | Time: 1655.11 ms
[2021-09-25 10:40:41	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0310308 | val_loss: 0.0311984 | Time: 1643 ms
[2021-09-25 10:40:42	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0310394 | val_loss: 0.0312087 | Time: 1642.05 ms
[2021-09-25 10:40:44	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0310413 | val_loss: 0.0311926 | Time: 1656.68 ms
[2021-09-25 10:40:46	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0310357 | val_loss: 0.0311937 | Time: 1702.19 ms
[2021-09-25 10:40:48	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0310347 | val_loss: 0.0311913 | Time: 1772.58 ms
[2021-09-25 10:40:49	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0310332 | val_loss: 0.0312106 | Time: 1769.09 ms
[2021-09-25 10:40:51	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0310281 | val_loss: 0.0312208 | Time: 1645.4 ms
[2021-09-25 10:40:53	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0310228 | val_loss: 0.0312139 | Time: 1636.39 ms
[2021-09-25 10:40:54	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0310272 | val_loss: 0.0312062 | Time: 1669.78 ms
[2021-09-25 10:40:56	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0310369 | val_loss: 0.0312072 | Time: 1645.55 ms
[2021-09-25 10:40:58	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0310296 | val_loss: 0.0312246 | Time: 1697.79 ms
[2021-09-25 10:40:59	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.031026 | val_loss: 0.031225 | Time: 1644.89 ms
[2021-09-25 10:41:01	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0310302 | val_loss: 0.0312132 | Time: 1628.23 ms
[2021-09-25 10:41:03	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.0310346 | val_loss: 0.0312083 | Time: 1625.21 ms
[2021-09-25 10:41:04	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0310357 | val_loss: 0.0312091 | Time: 1620.3 ms
[2021-09-25 10:41:06	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0310358 | val_loss: 0.0312285 | Time: 1654.93 ms
[2021-09-25 10:41:07	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0310281 | val_loss: 0.0312267 | Time: 1626.55 ms
[2021-09-25 10:41:09	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.031023 | val_loss: 0.0312124 | Time: 1616.01 ms
[2021-09-25 10:41:11	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0310209 | val_loss: 0.0312241 | Time: 1646.16 ms
[2021-09-25 10:41:12	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0310289 | val_loss: 0.0312175 | Time: 1639.88 ms
[2021-09-25 10:41:14	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0310239 | val_loss: 0.031208 | Time: 1632.54 ms
[2021-09-25 10:41:16	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0310249 | val_loss: 0.0312125 | Time: 1616.86 ms
[2021-09-25 10:41:17	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0310631 | val_loss: 0.0311734 | Time: 1646.53 ms
[2021-09-25 10:41:19	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0311289 | val_loss: 0.0311673 | Time: 1615.77 ms
[2021-09-25 10:41:21	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0311152 | val_loss: 0.031169 | Time: 1630.66 ms
[2021-09-25 10:41:22	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0310964 | val_loss: 0.0311784 | Time: 1623.98 ms
[2021-09-25 10:41:24	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0310805 | val_loss: 0.0311813 | Time: 1628.33 ms
[2021-09-25 10:41:25	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0310625 | val_loss: 0.0311898 | Time: 1598.17 ms
[2021-09-25 10:41:27	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0310482 | val_loss: 0.0311977 | Time: 1635.85 ms
[2021-09-25 10:41:29	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0310412 | val_loss: 0.0312072 | Time: 1627.74 ms
[2021-09-25 10:41:30	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0310374 | val_loss: 0.0312115 | Time: 1636.15 ms
[2021-09-25 10:41:32	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0310334 | val_loss: 0.0312309 | Time: 1638.83 ms
[2021-09-25 10:41:34	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.0310297 | val_loss: 0.0312113 | Time: 1613.68 ms
[2021-09-25 10:41:35	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.0310307 | val_loss: 0.0312018 | Time: 1614.24 ms
[2021-09-25 10:41:37	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.0310277 | val_loss: 0.0311984 | Time: 1613.36 ms
[2021-09-25 10:41:39	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.0310267 | val_loss: 0.0312116 | Time: 1608.55 ms
[2021-09-25 10:41:40	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.03103 | val_loss: 0.0311981 | Time: 1643.81 ms
[2021-09-25 10:41:42	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.0310293 | val_loss: 0.0312243 | Time: 1630.8 ms
[2021-09-25 10:41:43	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0310291 | val_loss: 0.0312007 | Time: 1643.71 ms
[2021-09-25 10:41:45	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.0310526 | val_loss: 0.0312941 | Time: 1614.34 ms
[2021-09-25 10:41:47	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.033649 | val_loss: 0.0372544 | Time: 1631.84 ms
[2021-09-25 10:41:48	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0336797 | val_loss: 0.0314422 | Time: 1603.59 ms
[2021-09-25 10:41:50	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0315129 | val_loss: 0.0312919 | Time: 1627.78 ms
[2021-09-25 10:41:52	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0312933 | val_loss: 0.0312675 | Time: 1629.34 ms
[2021-09-25 10:41:53	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0312576 | val_loss: 0.0312526 | Time: 1634.54 ms
[2021-09-25 10:41:55	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.031253 | val_loss: 0.0312539 | Time: 1633.39 ms
[2021-09-25 10:41:56	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 1623.72 ms
[2021-09-25 10:41:58	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1629.93 ms
[2021-09-25 10:42:00	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1634.59 ms
[2021-09-25 10:42:01	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1638.31 ms
[2021-09-25 10:42:03	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1657.92 ms
[2021-09-25 10:42:05	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 1654.88 ms
[2021-09-25 10:42:06	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1630.06 ms
[2021-09-25 10:42:08	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1647.9 ms
[2021-09-25 10:42:10	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1620.71 ms
[2021-09-25 10:42:11	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1638.63 ms
[2021-09-25 10:42:13	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1641.08 ms
[2021-09-25 10:42:15	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1643.77 ms
[2021-09-25 10:42:16	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1636.6 ms
[2021-09-25 10:42:18	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1623.22 ms
[2021-09-25 10:42:20	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1627.52 ms
[2021-09-25 10:42:21	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.031251 | val_loss: 0.0312515 | Time: 1608.6 ms
[2021-09-25 10:42:23	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1614.83 ms
[2021-09-25 10:42:24	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1608.98 ms
[2021-09-25 10:42:26	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1613.44 ms
[2021-09-25 10:42:28	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1635.31 ms
[2021-09-25 10:42:29	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 1634.05 ms
[2021-09-25 10:42:31	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1614.84 ms
[2021-09-25 10:42:33	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1636.81 ms
[2021-09-25 10:42:34	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1621.19 ms
[2021-09-25 10:42:36	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1644.71 ms
[2021-09-25 10:42:37	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1632.5 ms
[2021-09-25 10:42:39	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1609.99 ms
[2021-09-25 10:42:41	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 1628.57 ms
[2021-09-25 10:42:42	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1597.65 ms
[2021-09-25 10:42:44	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1631.02 ms
[2021-09-25 10:42:46	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 1618.73 ms
[2021-09-25 10:42:47	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1648.38 ms
[2021-09-25 10:42:49	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1634.83 ms
[2021-09-25 10:42:50	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1628.43 ms
[2021-09-25 10:42:52	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1640.27 ms
[2021-09-25 10:42:54	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 1667.31 ms
[2021-09-25 10:42:55	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1670.95 ms
[2021-09-25 10:42:57	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 1637.09 ms
[2021-09-25 10:42:59	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.031251 | val_loss: 0.0312511 | Time: 1665.42 ms
[2021-09-25 10:43:00	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1650.73 ms
[2021-09-25 10:43:02	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1650.92 ms
[2021-09-25 10:43:04	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1646.68 ms
[2021-09-25 10:43:05	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1669.34 ms
[2021-09-25 10:43:07	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0312504 | val_loss: 0.031251 | Time: 1679.32 ms
[2021-09-25 10:43:09	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1640.11 ms
[2021-09-25 10:43:10	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1645.13 ms
[2021-09-25 10:43:12	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1667.04 ms
[2021-09-25 10:43:14	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1666.03 ms
[2021-09-25 10:43:15	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1700.91 ms
[2021-09-25 10:43:17	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 1666.68 ms
[2021-09-25 10:43:19	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 1678.51 ms
[2021-09-25 10:43:20	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 1634 ms
[2021-09-25 10:43:22	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1663.84 ms
[2021-09-25 10:43:24	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1669.2 ms
[2021-09-25 10:43:26	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1681.09 ms
[2021-09-25 10:43:27	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1659.56 ms
[2021-09-25 10:43:29	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0312516 | val_loss: 0.0312519 | Time: 1641.55 ms
[2021-09-25 10:43:31	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1647.84 ms
[2021-09-25 10:43:32	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1667.59 ms
[2021-09-25 10:43:34	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1617.27 ms
[2021-09-25 10:43:35	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1629.5 ms
[2021-09-25 10:43:37	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1637.76 ms
[2021-09-25 10:43:39	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1625.61 ms
[2021-09-25 10:43:40	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1623.79 ms
[2021-09-25 10:43:42	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1615.83 ms
[2021-09-25 10:43:44	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 1638.99 ms
[2021-09-25 10:43:45	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 1614.7 ms
[2021-09-25 10:43:47	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1605.05 ms
[2021-09-25 10:43:48	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1620.02 ms
[2021-09-25 10:43:50	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1633.28 ms
[2021-09-25 10:43:52	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1652.03 ms
[2021-09-25 10:43:53	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1637.16 ms
[2021-09-25 10:43:55	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1658.88 ms
[2021-09-25 10:43:57	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1648.31 ms
[2021-09-25 10:43:58	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1649.16 ms
[2021-09-25 10:44:00	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1658.33 ms
[2021-09-25 10:44:02	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1650.27 ms
[2021-09-25 10:44:03	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.0312513 | val_loss: 0.0312537 | Time: 1658.28 ms
[2021-09-25 10:44:05	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.0312529 | val_loss: 0.0312559 | Time: 1685.59 ms
[2021-09-25 10:44:07	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0312523 | val_loss: 0.0312509 | Time: 1692.26 ms
[2021-09-25 10:44:08	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 1658.74 ms
[2021-09-25 10:44:10	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1650.29 ms
[2021-09-25 10:44:12	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.0312504 | val_loss: 0.0312524 | Time: 1651.14 ms
[2021-09-25 10:44:13	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 1638.11 ms
[2021-09-25 10:44:15	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1656.25 ms
[2021-09-25 10:44:17	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 1660.89 ms
[2021-09-25 10:44:18	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0312512 | val_loss: 0.0312536 | Time: 1698.7 ms
[2021-09-25 10:44:20	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 1698.12 ms
[2021-09-25 10:44:22	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1658.01 ms
[2021-09-25 10:44:23	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0312509 | val_loss: 0.0312515 | Time: 1653.55 ms
[2021-09-25 10:44:25	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0312517 | val_loss: 0.0312504 | Time: 1648.48 ms
[2021-09-25 10:44:27	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1653.75 ms
[2021-09-25 10:44:28	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1634.32 ms
[2021-09-25 10:44:30	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1635.57 ms
[2021-09-25 10:44:32	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1626.17 ms
[2021-09-25 10:44:33	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1612.09 ms
[2021-09-25 10:44:35	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1614 ms
[2021-09-25 10:44:37	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1654.3 ms
[2021-09-25 10:44:38	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 1698.43 ms
[2021-09-25 10:44:40	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 1652.99 ms
[2021-09-25 10:44:42	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.0312515 | val_loss: 0.0312521 | Time: 1632.02 ms
[2021-09-25 10:44:43	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 1634.37 ms
[2021-09-25 10:44:45	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 1631.74 ms
[2021-09-25 10:44:47	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 1645.91 ms
[2021-09-25 10:44:48	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0312521 | val_loss: 0.0312507 | Time: 1656.44 ms
[2021-09-25 10:44:50	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.0312522 | val_loss: 0.0312526 | Time: 1632.79 ms
[2021-09-25 10:44:51	                main:574]	:	INFO	:	Epoch 1816 | loss: 0.031251 | val_loss: 0.0312506 | Time: 1641.91 ms
[2021-09-25 10:44:53	                main:574]	:	INFO	:	Epoch 1817 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1613.79 ms
[2021-09-25 10:44:55	                main:574]	:	INFO	:	Epoch 1818 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1664.87 ms
[2021-09-25 10:44:56	                main:574]	:	INFO	:	Epoch 1819 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1649.89 ms
[2021-09-25 10:44:58	                main:574]	:	INFO	:	Epoch 1820 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1631.71 ms
[2021-09-25 10:45:00	                main:574]	:	INFO	:	Epoch 1821 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1636.01 ms
[2021-09-25 10:45:01	                main:574]	:	INFO	:	Epoch 1822 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 1609.67 ms
[2021-09-25 10:45:03	                main:574]	:	INFO	:	Epoch 1823 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 1645.07 ms
[2021-09-25 10:45:05	                main:574]	:	INFO	:	Epoch 1824 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 1646.46 ms
[2021-09-25 10:45:06	                main:574]	:	INFO	:	Epoch 1825 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1635.91 ms
[2021-09-25 10:45:08	                main:574]	:	INFO	:	Epoch 1826 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1650.75 ms
[2021-09-25 10:45:10	                main:574]	:	INFO	:	Epoch 1827 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1670.33 ms
[2021-09-25 10:45:11	                main:574]	:	INFO	:	Epoch 1828 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1672.12 ms
[2021-09-25 10:45:13	                main:574]	:	INFO	:	Epoch 1829 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 1643.98 ms
[2021-09-25 10:45:15	                main:574]	:	INFO	:	Epoch 1830 | loss: 0.0312509 | val_loss: 0.0312533 | Time: 1633.43 ms
[2021-09-25 10:45:16	                main:574]	:	INFO	:	Epoch 1831 | loss: 0.0312518 | val_loss: 0.0312507 | Time: 1636.06 ms
[2021-09-25 10:45:18	                main:574]	:	INFO	:	Epoch 1832 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 1584.84 ms
[2021-09-25 10:45:19	                main:574]	:	INFO	:	Epoch 1833 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 1642.64 ms
[2021-09-25 10:45:21	                main:574]	:	INFO	:	Epoch 1834 | loss: 0.0312516 | val_loss: 0.0312518 | Time: 1658.19 ms
[2021-09-25 10:45:23	                main:574]	:	INFO	:	Epoch 1835 | loss: 0.0312512 | val_loss: 0.0312517 | Time: 1647.92 ms
[2021-09-25 10:45:24	                main:574]	:	INFO	:	Epoch 1836 | loss: 0.0312512 | val_loss: 0.0312507 | Time: 1648.85 ms
[2021-09-25 10:45:26	                main:574]	:	INFO	:	Epoch 1837 | loss: 0.0312513 | val_loss: 0.0312528 | Time: 1642.84 ms
[2021-09-25 10:45:28	                main:574]	:	INFO	:	Epoch 1838 | loss: 0.0312512 | val_loss: 0.0312516 | Time: 1636.04 ms
[2021-09-25 10:45:29	                main:574]	:	INFO	:	Epoch 1839 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1637.8 ms
[2021-09-25 10:45:31	                main:574]	:	INFO	:	Epoch 1840 | loss: 0.0312507 | val_loss: 0.031251 | Time: 1628.36 ms
[2021-09-25 10:45:33	                main:574]	:	INFO	:	Epoch 1841 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 1667.3 ms
[2021-09-25 10:45:34	                main:574]	:	INFO	:	Epoch 1842 | loss: 0.0312515 | val_loss: 0.0312515 | Time: 1644.05 ms
[2021-09-25 10:45:36	                main:574]	:	INFO	:	Epoch 1843 | loss: 0.0312523 | val_loss: 0.0312511 | Time: 1629.92 ms
[2021-09-25 10:45:38	                main:574]	:	INFO	:	Epoch 1844 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 1631.22 ms
[2021-09-25 10:45:39	                main:574]	:	INFO	:	Epoch 1845 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1611.98 ms
[2021-09-25 10:45:41	                main:574]	:	INFO	:	Epoch 1846 | loss: 0.031251 | val_loss: 0.0312515 | Time: 1651.21 ms
[2021-09-25 10:45:43	                main:574]	:	INFO	:	Epoch 1847 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 1630.92 ms
[2021-09-25 10:45:44	                main:574]	:	INFO	:	Epoch 1848 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 1664.39 ms
[2021-09-25 10:45:46	                main:574]	:	INFO	:	Epoch 1849 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 1659.95 ms
[2021-09-25 10:45:48	                main:574]	:	INFO	:	Epoch 1850 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 1636.86 ms
[2021-09-25 10:45:49	                main:574]	:	INFO	:	Epoch 1851 | loss: 0.0312517 | val_loss: 0.0312507 | Time: 1654.98 ms
[2021-09-25 10:45:51	                main:574]	:	INFO	:	Epoch 1852 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 1632.62 ms
[2021-09-25 10:45:52	                main:574]	:	INFO	:	Epoch 1853 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 1647.36 ms
[2021-09-25 10:45:54	                main:574]	:	INFO	:	Epoch 1854 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 1630.89 ms
[2021-09-25 10:45:56	                main:574]	:	INFO	:	Epoch 1855 | loss: 0.031251 | val_loss: 0.031251 | Time: 1643.98 ms
[2021-09-25 10:45:57	                main:574]	:	INFO	:	Epoch 1856 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1637.04 ms
[2021-09-25 10:45:59	                main:574]	:	INFO	:	Epoch 1857 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1622.95 ms
[2021-09-25 10:46:01	                main:574]	:	INFO	:	Epoch 1858 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1622.97 ms
[2021-09-25 10:46:02	                main:574]	:	INFO	:	Epoch 1859 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 1625.92 ms
[2021-09-25 10:46:04	                main:574]	:	INFO	:	Epoch 1860 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1637.88 ms
[2021-09-25 10:46:06	                main:574]	:	INFO	:	Epoch 1861 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 1630.52 ms
[2021-09-25 10:46:07	                main:574]	:	INFO	:	Epoch 1862 | loss: 0.031251 | val_loss: 0.0312511 | Time: 1668.62 ms
[2021-09-25 10:46:09	                main:574]	:	INFO	:	Epoch 1863 | loss: 0.0312531 | val_loss: 0.0312545 | Time: 1633.28 ms
[2021-09-25 10:46:11	                main:574]	:	INFO	:	Epoch 1864 | loss: 0.0312515 | val_loss: 0.0312509 | Time: 1648.17 ms
[2021-09-25 10:46:12	                main:574]	:	INFO	:	Epoch 1865 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1633 ms
[2021-09-25 10:46:14	                main:574]	:	INFO	:	Epoch 1866 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1648.76 ms
[2021-09-25 10:46:15	                main:574]	:	INFO	:	Epoch 1867 | loss: 0.031251 | val_loss: 0.0312509 | Time: 1619.76 ms
[2021-09-25 10:46:17	                main:574]	:	INFO	:	Epoch 1868 | loss: 0.0312505 | val_loss: 0.0312538 | Time: 1629.19 ms
[2021-09-25 10:46:19	                main:574]	:	INFO	:	Epoch 1869 | loss: 0.0312526 | val_loss: 0.0312508 | Time: 1637.04 ms
[2021-09-25 10:46:20	                main:574]	:	INFO	:	Epoch 1870 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1653.96 ms
[2021-09-25 10:46:22	                main:574]	:	INFO	:	Epoch 1871 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1642.86 ms
[2021-09-25 10:46:24	                main:574]	:	INFO	:	Epoch 1872 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 1600.33 ms
[2021-09-25 10:46:25	                main:574]	:	INFO	:	Epoch 1873 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1626.51 ms
[2021-09-25 10:46:27	                main:574]	:	INFO	:	Epoch 1874 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 1609.19 ms
[2021-09-25 10:46:29	                main:574]	:	INFO	:	Epoch 1875 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 1607.39 ms
[2021-09-25 10:46:30	                main:574]	:	INFO	:	Epoch 1876 | loss: 0.031252 | val_loss: 0.0312523 | Time: 1640.82 ms
[2021-09-25 10:46:32	                main:574]	:	INFO	:	Epoch 1877 | loss: 0.0312527 | val_loss: 0.0312529 | Time: 1656.52 ms
[2021-09-25 10:46:33	                main:574]	:	INFO	:	Epoch 1878 | loss: 0.0312519 | val_loss: 0.0312528 | Time: 1631.46 ms
[2021-09-25 10:46:35	                main:574]	:	INFO	:	Epoch 1879 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 1620.25 ms
[2021-09-25 10:46:37	                main:574]	:	INFO	:	Epoch 1880 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 1645.23 ms
[2021-09-25 10:46:38	                main:574]	:	INFO	:	Epoch 1881 | loss: 0.0312509 | val_loss: 0.0312533 | Time: 1656.06 ms
[2021-09-25 10:46:40	                main:574]	:	INFO	:	Epoch 1882 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 1662.72 ms
[2021-09-25 10:46:42	                main:574]	:	INFO	:	Epoch 1883 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 1643.8 ms
[2021-09-25 10:46:43	                main:574]	:	INFO	:	Epoch 1884 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1635 ms
[2021-09-25 10:46:45	                main:574]	:	INFO	:	Epoch 1885 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1646.51 ms
[2021-09-25 10:46:47	                main:574]	:	INFO	:	Epoch 1886 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1609.68 ms
[2021-09-25 10:46:48	                main:574]	:	INFO	:	Epoch 1887 | loss: 0.0312521 | val_loss: 0.0312504 | Time: 1630.62 ms
[2021-09-25 10:46:50	                main:574]	:	INFO	:	Epoch 1888 | loss: 0.0312509 | val_loss: 0.0312523 | Time: 1691.96 ms
[2021-09-25 10:46:52	                main:574]	:	INFO	:	Epoch 1889 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 1625.93 ms
[2021-09-25 10:46:53	                main:574]	:	INFO	:	Epoch 1890 | loss: 0.0312509 | val_loss: 0.03125 | Time: 1624.9 ms
[2021-09-25 10:46:55	                main:574]	:	INFO	:	Epoch 1891 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1631.87 ms
[2021-09-25 10:46:57	                main:574]	:	INFO	:	Epoch 1892 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 1625.68 ms
[2021-09-25 10:46:58	                main:574]	:	INFO	:	Epoch 1893 | loss: 0.031251 | val_loss: 0.0312501 | Time: 1644.48 ms
[2021-09-25 10:47:00	                main:574]	:	INFO	:	Epoch 1894 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 1619.79 ms
[2021-09-25 10:47:01	                main:574]	:	INFO	:	Epoch 1895 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1632.35 ms
[2021-09-25 10:47:03	                main:574]	:	INFO	:	Epoch 1896 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 1639.85 ms
[2021-09-25 10:47:05	                main:574]	:	INFO	:	Epoch 1897 | loss: 0.031251 | val_loss: 0.0312513 | Time: 1640.79 ms
[2021-09-25 10:47:06	                main:574]	:	INFO	:	Epoch 1898 | loss: 0.0312513 | val_loss: 0.0312521 | Time: 1633.47 ms
[2021-09-25 10:47:08	                main:574]	:	INFO	:	Epoch 1899 | loss: 0.0312513 | val_loss: 0.0312527 | Time: 1645.47 ms
[2021-09-25 10:47:10	                main:574]	:	INFO	:	Epoch 1900 | loss: 0.031251 | val_loss: 0.0312514 | Time: 1615.46 ms
[2021-09-25 10:47:11	                main:574]	:	INFO	:	Epoch 1901 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1656.54 ms
[2021-09-25 10:47:13	                main:574]	:	INFO	:	Epoch 1902 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 1630.25 ms
[2021-09-25 10:47:15	                main:574]	:	INFO	:	Epoch 1903 | loss: 0.0312518 | val_loss: 0.0312507 | Time: 1637.21 ms
[2021-09-25 10:47:16	                main:574]	:	INFO	:	Epoch 1904 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 1657.15 ms
[2021-09-25 10:47:18	                main:574]	:	INFO	:	Epoch 1905 | loss: 0.0312519 | val_loss: 0.0312525 | Time: 1639.51 ms
[2021-09-25 10:47:20	                main:574]	:	INFO	:	Epoch 1906 | loss: 0.0312515 | val_loss: 0.031252 | Time: 1649.02 ms
[2021-09-25 10:47:21	                main:574]	:	INFO	:	Epoch 1907 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1658.51 ms
[2021-09-25 10:47:23	                main:574]	:	INFO	:	Epoch 1908 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 1679.81 ms
[2021-09-25 10:47:25	                main:574]	:	INFO	:	Epoch 1909 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1665.39 ms
[2021-09-25 10:47:26	                main:574]	:	INFO	:	Epoch 1910 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1658.91 ms
[2021-09-25 10:47:28	                main:574]	:	INFO	:	Epoch 1911 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 1687.8 ms
[2021-09-25 10:47:30	                main:574]	:	INFO	:	Epoch 1912 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 1669.09 ms
[2021-09-25 10:47:31	                main:574]	:	INFO	:	Epoch 1913 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1657.39 ms
[2021-09-25 10:47:33	                main:574]	:	INFO	:	Epoch 1914 | loss: 0.0312516 | val_loss: 0.0312513 | Time: 1631.97 ms
[2021-09-25 10:47:35	                main:574]	:	INFO	:	Epoch 1915 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 1658.5 ms
[2021-09-25 10:47:36	                main:574]	:	INFO	:	Epoch 1916 | loss: 0.031252 | val_loss: 0.0312518 | Time: 1720.48 ms
[2021-09-25 10:47:38	                main:574]	:	INFO	:	Epoch 1917 | loss: 0.0312535 | val_loss: 0.0312622 | Time: 1710.1 ms
[2021-09-25 10:47:40	                main:574]	:	INFO	:	Epoch 1918 | loss: 0.031254 | val_loss: 0.0312537 | Time: 1665.27 ms
[2021-09-25 10:47:41	                main:574]	:	INFO	:	Epoch 1919 | loss: 0.031252 | val_loss: 0.0312522 | Time: 1662.64 ms
[2021-09-25 10:47:43	                main:574]	:	INFO	:	Epoch 1920 | loss: 0.0312516 | val_loss: 0.0312498 | Time: 1655.41 ms
[2021-09-25 10:47:45	                main:574]	:	INFO	:	Epoch 1921 | loss: 0.0312517 | val_loss: 0.0312503 | Time: 1655.93 ms
[2021-09-25 10:47:46	                main:574]	:	INFO	:	Epoch 1922 | loss: 0.0312524 | val_loss: 0.0312544 | Time: 1683.26 ms
[2021-09-25 10:47:48	                main:574]	:	INFO	:	Epoch 1923 | loss: 0.0312518 | val_loss: 0.0312513 | Time: 1665.36 ms
[2021-09-25 10:47:50	                main:574]	:	INFO	:	Epoch 1924 | loss: 0.03125 | val_loss: 0.0312527 | Time: 1675.14 ms
[2021-09-25 10:47:51	                main:574]	:	INFO	:	Epoch 1925 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 1644.02 ms
[2021-09-25 10:47:53	                main:574]	:	INFO	:	Epoch 1926 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 1643.41 ms
[2021-09-25 10:47:55	                main:574]	:	INFO	:	Epoch 1927 | loss: 0.0312516 | val_loss: 0.0312523 | Time: 1622.32 ms
[2021-09-25 10:47:56	                main:574]	:	INFO	:	Epoch 1928 | loss: 0.0312516 | val_loss: 0.0312553 | Time: 1615.65 ms
[2021-09-25 10:47:58	                main:574]	:	INFO	:	Epoch 1929 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 1663.24 ms
[2021-09-25 10:48:00	                main:574]	:	INFO	:	Epoch 1930 | loss: 0.031251 | val_loss: 0.0312503 | Time: 1646.09 ms
[2021-09-25 10:48:01	                main:574]	:	INFO	:	Epoch 1931 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 1633.22 ms
[2021-09-25 10:48:03	                main:574]	:	INFO	:	Epoch 1932 | loss: 0.0312514 | val_loss: 0.0312521 | Time: 1642.55 ms
[2021-09-25 10:48:05	                main:574]	:	INFO	:	Epoch 1933 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1640.33 ms
[2021-09-25 10:48:06	                main:574]	:	INFO	:	Epoch 1934 | loss: 0.0312508 | val_loss: 0.031252 | Time: 1639.07 ms
[2021-09-25 10:48:08	                main:574]	:	INFO	:	Epoch 1935 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 1661.99 ms
[2021-09-25 10:48:10	                main:574]	:	INFO	:	Epoch 1936 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 1660.21 ms
[2021-09-25 10:48:11	                main:574]	:	INFO	:	Epoch 1937 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1670.93 ms
[2021-09-25 10:48:13	                main:574]	:	INFO	:	Epoch 1938 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 1662.52 ms
[2021-09-25 10:48:15	                main:574]	:	INFO	:	Epoch 1939 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1655.43 ms
[2021-09-25 10:48:16	                main:574]	:	INFO	:	Epoch 1940 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 1636.59 ms
[2021-09-25 10:48:18	                main:574]	:	INFO	:	Epoch 1941 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 1630.47 ms
[2021-09-25 10:48:19	                main:574]	:	INFO	:	Epoch 1942 | loss: 0.0312519 | val_loss: 0.0312507 | Time: 1650.34 ms
[2021-09-25 10:48:21	                main:574]	:	INFO	:	Epoch 1943 | loss: 0.0312512 | val_loss: 0.0312515 | Time: 1652.2 ms
[2021-09-25 10:48:23	                main:574]	:	INFO	:	Epoch 1944 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1671.83 ms
[2021-09-25 10:48:25	                main:574]	:	INFO	:	Epoch 1945 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 1677.21 ms
[2021-09-25 10:48:26	                main:574]	:	INFO	:	Epoch 1946 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 1655.02 ms
[2021-09-25 10:48:28	                main:574]	:	INFO	:	Epoch 1947 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 1641.52 ms
[2021-09-25 10:48:29	                main:574]	:	INFO	:	Epoch 1948 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1655.37 ms
[2021-09-25 10:48:31	                main:574]	:	INFO	:	Epoch 1949 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 1660.29 ms
[2021-09-25 10:48:33	                main:574]	:	INFO	:	Epoch 1950 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 1647.23 ms
[2021-09-25 10:48:34	                main:574]	:	INFO	:	Epoch 1951 | loss: 0.0312521 | val_loss: 0.0312509 | Time: 1645.68 ms
[2021-09-25 10:48:36	                main:574]	:	INFO	:	Epoch 1952 | loss: 0.0312516 | val_loss: 0.0312508 | Time: 1674.72 ms
[2021-09-25 10:48:38	                main:574]	:	INFO	:	Epoch 1953 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1671.02 ms
[2021-09-25 10:48:39	                main:574]	:	INFO	:	Epoch 1954 | loss: 0.0312503 | val_loss: 0.0312526 | Time: 1660.34 ms
[2021-09-25 10:48:41	                main:574]	:	INFO	:	Epoch 1955 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1647.55 ms
[2021-09-25 10:48:43	                main:574]	:	INFO	:	Epoch 1956 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 1657.66 ms
[2021-09-25 10:48:44	                main:574]	:	INFO	:	Epoch 1957 | loss: 0.0312507 | val_loss: 0.03125 | Time: 1618.37 ms
[2021-09-25 10:48:46	                main:574]	:	INFO	:	Epoch 1958 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 1641.26 ms
[2021-09-25 10:48:48	                main:574]	:	INFO	:	Epoch 1959 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1655.06 ms
[2021-09-25 10:48:49	                main:574]	:	INFO	:	Epoch 1960 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1655.05 ms
[2021-09-25 10:48:51	                main:574]	:	INFO	:	Epoch 1961 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1637.9 ms
[2021-09-25 10:48:53	                main:574]	:	INFO	:	Epoch 1962 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1635.49 ms
[2021-09-25 10:48:54	                main:574]	:	INFO	:	Epoch 1963 | loss: 0.0312497 | val_loss: 0.0312522 | Time: 1627.65 ms
[2021-09-25 10:48:56	                main:574]	:	INFO	:	Epoch 1964 | loss: 0.0312513 | val_loss: 0.031251 | Time: 1634.13 ms
[2021-09-25 10:48:58	                main:574]	:	INFO	:	Epoch 1965 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 1628.5 ms
[2021-09-25 10:48:59	                main:574]	:	INFO	:	Epoch 1966 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 1653.29 ms
[2021-09-25 10:49:01	                main:574]	:	INFO	:	Epoch 1967 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 1637.07 ms
[2021-09-25 10:49:03	                main:574]	:	INFO	:	Epoch 1968 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 1627.75 ms
[2021-09-25 10:49:04	                main:574]	:	INFO	:	Epoch 1969 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 1636.76 ms
[2021-09-25 10:49:06	                main:574]	:	INFO	:	Epoch 1970 | loss: 0.0312512 | val_loss: 0.0312532 | Time: 1651.74 ms
[2021-09-25 10:49:07	                main:574]	:	INFO	:	Epoch 1971 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 1654.52 ms
[2021-09-25 10:49:09	                main:574]	:	INFO	:	Epoch 1972 | loss: 0.0312511 | val_loss: 0.0312513 | Time: 1644.91 ms
[2021-09-25 10:49:11	                main:574]	:	INFO	:	Epoch 1973 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 1650.97 ms
[2021-09-25 10:49:12	                main:574]	:	INFO	:	Epoch 1974 | loss: 0.031251 | val_loss: 0.0312532 | Time: 1653.53 ms
[2021-09-25 10:49:14	                main:574]	:	INFO	:	Epoch 1975 | loss: 0.0312531 | val_loss: 0.0312528 | Time: 1637.48 ms
[2021-09-25 10:49:16	                main:574]	:	INFO	:	Epoch 1976 | loss: nan | val_loss: nan | Time: 1645.21 ms
[2021-09-25 10:49:17	                main:574]	:	INFO	:	Epoch 1977 | loss: nan | val_loss: nan | Time: 1616.51 ms
[2021-09-25 10:49:19	                main:574]	:	INFO	:	Epoch 1978 | loss: nan | val_loss: nan | Time: 1632.16 ms
[2021-09-25 10:49:21	                main:574]	:	INFO	:	Epoch 1979 | loss: nan | val_loss: nan | Time: 1653.35 ms
[2021-09-25 10:49:22	                main:574]	:	INFO	:	Epoch 1980 | loss: nan | val_loss: nan | Time: 1644.06 ms
[2021-09-25 10:49:24	                main:574]	:	INFO	:	Epoch 1981 | loss: nan | val_loss: nan | Time: 1626.89 ms
[2021-09-25 10:49:26	                main:574]	:	INFO	:	Epoch 1982 | loss: nan | val_loss: nan | Time: 1612.69 ms
[2021-09-25 10:49:27	                main:574]	:	INFO	:	Epoch 1983 | loss: nan | val_loss: nan | Time: 1640.77 ms
[2021-09-25 10:49:29	                main:574]	:	INFO	:	Epoch 1984 | loss: nan | val_loss: nan | Time: 1639.73 ms
[2021-09-25 10:49:31	                main:574]	:	INFO	:	Epoch 1985 | loss: nan | val_loss: nan | Time: 1628.68 ms
[2021-09-25 10:49:32	                main:574]	:	INFO	:	Epoch 1986 | loss: nan | val_loss: nan | Time: 1642.78 ms
[2021-09-25 10:49:34	                main:574]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 1642 ms
[2021-09-25 10:49:35	                main:574]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 1655.29 ms
[2021-09-25 10:49:37	                main:574]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 1604.2 ms
[2021-09-25 10:49:39	                main:574]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 1635.9 ms
[2021-09-25 10:49:40	                main:574]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 1623.21 ms
[2021-09-25 10:49:42	                main:574]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 1605.19 ms
[2021-09-25 10:49:44	                main:574]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 1639.75 ms
[2021-09-25 10:49:45	                main:574]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 1636.97 ms
[2021-09-25 10:49:47	                main:574]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 1648.84 ms
[2021-09-25 10:49:49	                main:574]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 1633.12 ms
[2021-09-25 10:49:50	                main:574]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 1640.66 ms
[2021-09-25 10:49:52	                main:574]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 1622.04 ms
[2021-09-25 10:49:53	                main:574]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 1629.49 ms
[2021-09-25 10:49:55	                main:574]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 1627.8 ms
[2021-09-25 10:49:57	                main:574]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 1618.42 ms
[2021-09-25 10:49:58	                main:574]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 1638.93 ms
[2021-09-25 10:50:00	                main:574]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 1625.82 ms
[2021-09-25 10:50:02	                main:574]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 1632.63 ms
[2021-09-25 10:50:03	                main:574]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 1633.36 ms
[2021-09-25 10:50:05	                main:574]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 1635.83 ms
[2021-09-25 10:50:07	                main:574]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 1635.44 ms
[2021-09-25 10:50:08	                main:574]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 1626.64 ms
[2021-09-25 10:50:10	                main:574]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 1629.33 ms
[2021-09-25 10:50:11	                main:574]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 1651.97 ms
[2021-09-25 10:50:13	                main:574]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 1628.96 ms
[2021-09-25 10:50:15	                main:574]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 1621.09 ms
[2021-09-25 10:50:16	                main:574]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 1653.75 ms
[2021-09-25 10:50:18	                main:574]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 1658.6 ms
[2021-09-25 10:50:20	                main:574]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 1658.77 ms
[2021-09-25 10:50:21	                main:574]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 1654.68 ms
[2021-09-25 10:50:23	                main:574]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 1651.27 ms
[2021-09-25 10:50:25	                main:574]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 1629.57 ms
[2021-09-25 10:50:26	                main:574]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 1633.63 ms
[2021-09-25 10:50:28	                main:574]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 1620.56 ms
[2021-09-25 10:50:30	                main:574]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 1654.56 ms
[2021-09-25 10:50:31	                main:574]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 1647.2 ms
[2021-09-25 10:50:33	                main:574]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 1635.15 ms
[2021-09-25 10:50:35	                main:574]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 1674.57 ms
[2021-09-25 10:50:36	                main:574]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 1643.53 ms
[2021-09-25 10:50:38	                main:574]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 1613.55 ms
[2021-09-25 10:50:40	                main:574]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 1655.29 ms
[2021-09-25 10:50:41	                main:574]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 1672.55 ms
[2021-09-25 10:50:43	                main:574]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 1637.05 ms
[2021-09-25 10:50:44	                main:574]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 1621.59 ms
[2021-09-25 10:50:46	                main:574]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 1629.1 ms
[2021-09-25 10:50:48	                main:574]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 1615.16 ms
[2021-09-25 10:50:49	                main:574]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 1655.72 ms
[2021-09-25 10:50:51	                main:574]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 1607.54 ms
[2021-09-25 10:50:53	                main:574]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 1634.3 ms
[2021-09-25 10:50:54	                main:574]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 1642.84 ms
[2021-09-25 10:50:56	                main:574]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 1633.55 ms
[2021-09-25 10:50:58	                main:574]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 1624.06 ms
[2021-09-25 10:50:59	                main:574]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 1642.67 ms
[2021-09-25 10:51:01	                main:574]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 1615.3 ms
[2021-09-25 10:51:02	                main:574]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 1634.38 ms
[2021-09-25 10:51:04	                main:574]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 1646.69 ms
[2021-09-25 10:51:06	                main:574]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 1636.31 ms
[2021-09-25 10:51:07	                main:574]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 1661.27 ms
[2021-09-25 10:51:09	                main:574]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 1650.75 ms
[2021-09-25 10:51:11	                main:574]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 1643.29 ms
[2021-09-25 10:51:12	                main:574]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 1638.92 ms
[2021-09-25 10:51:14	                main:574]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 1632.05 ms
[2021-09-25 10:51:14	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2021-09-25 10:51:14	                main:603]	:	INFO	:	Saving end state to config to file
[2021-09-25 10:51:14	                main:608]	:	INFO	:	Success, exiting..
10:51:14 (5152): called boinc_finish(0)

</stderr_txt>
]]>


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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)