Task 5235492

Name ParityMachine-1619582333-19037-3_0
Workunit 3150854
Created 25 May 2021, 23:48:17 UTC
Sent 29 May 2021, 15:56:37 UTC
Report deadline 5 Jun 2021, 15:56:37 UTC
Received 30 May 2021, 6:47:30 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 4285
Run time 56 min 14 sec
CPU time 56 min 10 sec
Validate state Valid
Credit 4,160.00
Device peak FLOPS 4,233.98 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.80 (cuda10200)
x86_64-pc-linux-gnu
Peak working set size 1.84 GB
Peak swap size 13.39 GB
Peak disk usage 2.98 GB

Stderr output

<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
:17	                main:581]	:	INFO	:	Epoch 1538 | loss: 0.0311392 | val_loss: 0.0311535 | Time: 1650.55 ms
[2021-05-30 02:33:19	                main:581]	:	INFO	:	Epoch 1539 | loss: 0.0311366 | val_loss: 0.031154 | Time: 1645.58 ms
[2021-05-30 02:33:21	                main:581]	:	INFO	:	Epoch 1540 | loss: 0.0311352 | val_loss: 0.0311516 | Time: 1650.65 ms
[2021-05-30 02:33:22	                main:581]	:	INFO	:	Epoch 1541 | loss: 0.0311354 | val_loss: 0.0311508 | Time: 1650.25 ms
[2021-05-30 02:33:24	                main:581]	:	INFO	:	Epoch 1542 | loss: 0.0311404 | val_loss: 0.0311488 | Time: 1655.7 ms
[2021-05-30 02:33:26	                main:581]	:	INFO	:	Epoch 1543 | loss: 0.0311408 | val_loss: 0.0311499 | Time: 1665.65 ms
[2021-05-30 02:33:27	                main:581]	:	INFO	:	Epoch 1544 | loss: 0.0311391 | val_loss: 0.0311506 | Time: 1657.42 ms
[2021-05-30 02:33:29	                main:581]	:	INFO	:	Epoch 1545 | loss: 0.0311389 | val_loss: 0.0311492 | Time: 1645.37 ms
[2021-05-30 02:33:31	                main:581]	:	INFO	:	Epoch 1546 | loss: 0.0311378 | val_loss: 0.0311508 | Time: 1641.47 ms
[2021-05-30 02:33:32	                main:581]	:	INFO	:	Epoch 1547 | loss: 0.031139 | val_loss: 0.0311528 | Time: 1633.39 ms
[2021-05-30 02:33:34	                main:581]	:	INFO	:	Epoch 1548 | loss: 0.0311401 | val_loss: 0.0311492 | Time: 1618.27 ms
[2021-05-30 02:33:35	                main:581]	:	INFO	:	Epoch 1549 | loss: 0.0311388 | val_loss: 0.0311559 | Time: 1630.95 ms
[2021-05-30 02:33:37	                main:581]	:	INFO	:	Epoch 1550 | loss: 0.0311406 | val_loss: 0.0311561 | Time: 1640.78 ms
[2021-05-30 02:33:39	                main:581]	:	INFO	:	Epoch 1551 | loss: 0.0311381 | val_loss: 0.0311527 | Time: 1650.38 ms
[2021-05-30 02:33:40	                main:581]	:	INFO	:	Epoch 1552 | loss: 0.0311379 | val_loss: 0.0311532 | Time: 1649.32 ms
[2021-05-30 02:33:42	                main:581]	:	INFO	:	Epoch 1553 | loss: 0.0311357 | val_loss: 0.0311554 | Time: 1618.28 ms
[2021-05-30 02:33:44	                main:581]	:	INFO	:	Epoch 1554 | loss: 0.0311404 | val_loss: 0.0311569 | Time: 1639.34 ms
[2021-05-30 02:33:45	                main:581]	:	INFO	:	Epoch 1555 | loss: 0.0311399 | val_loss: 0.0311558 | Time: 1646.03 ms
[2021-05-30 02:33:47	                main:581]	:	INFO	:	Epoch 1556 | loss: 0.031138 | val_loss: 0.0311546 | Time: 1648.91 ms
[2021-05-30 02:33:49	                main:581]	:	INFO	:	Epoch 1557 | loss: 0.0311369 | val_loss: 0.0311556 | Time: 1632.99 ms
[2021-05-30 02:33:50	                main:581]	:	INFO	:	Epoch 1558 | loss: 0.0311376 | val_loss: 0.0311514 | Time: 1637.81 ms
[2021-05-30 02:33:52	                main:581]	:	INFO	:	Epoch 1559 | loss: 0.0311366 | val_loss: 0.0311549 | Time: 1639.37 ms
[2021-05-30 02:33:54	                main:581]	:	INFO	:	Epoch 1560 | loss: 0.0311362 | val_loss: 0.0311521 | Time: 1645.4 ms
[2021-05-30 02:33:55	                main:581]	:	INFO	:	Epoch 1561 | loss: 0.0311372 | val_loss: 0.031152 | Time: 1640.49 ms
[2021-05-30 02:33:57	                main:581]	:	INFO	:	Epoch 1562 | loss: 0.0311389 | val_loss: 0.0311509 | Time: 1643.01 ms
[2021-05-30 02:33:58	                main:581]	:	INFO	:	Epoch 1563 | loss: 0.031137 | val_loss: 0.0311513 | Time: 1641.39 ms
[2021-05-30 02:34:00	                main:581]	:	INFO	:	Epoch 1564 | loss: 0.0311372 | val_loss: 0.0311541 | Time: 1657.61 ms
[2021-05-30 02:34:02	                main:581]	:	INFO	:	Epoch 1565 | loss: 0.0311359 | val_loss: 0.0311495 | Time: 1645.7 ms
[2021-05-30 02:34:03	                main:581]	:	INFO	:	Epoch 1566 | loss: 0.0311345 | val_loss: 0.0311496 | Time: 1639.54 ms
[2021-05-30 02:34:05	                main:581]	:	INFO	:	Epoch 1567 | loss: 0.0311344 | val_loss: 0.0311491 | Time: 1648.63 ms
[2021-05-30 02:34:07	                main:581]	:	INFO	:	Epoch 1568 | loss: 0.0311343 | val_loss: 0.0311496 | Time: 1643.67 ms
[2021-05-30 02:34:08	                main:581]	:	INFO	:	Epoch 1569 | loss: 0.0311331 | val_loss: 0.03115 | Time: 1644.8 ms
[2021-05-30 02:34:10	                main:581]	:	INFO	:	Epoch 1570 | loss: 0.031132 | val_loss: 0.0311517 | Time: 1648.65 ms
[2021-05-30 02:34:12	                main:581]	:	INFO	:	Epoch 1571 | loss: 0.031132 | val_loss: 0.0311499 | Time: 1644.12 ms
[2021-05-30 02:34:13	                main:581]	:	INFO	:	Epoch 1572 | loss: 0.0311313 | val_loss: 0.0311513 | Time: 1641.12 ms
[2021-05-30 02:34:15	                main:581]	:	INFO	:	Epoch 1573 | loss: 0.0311318 | val_loss: 0.0311511 | Time: 1647.69 ms
[2021-05-30 02:34:17	                main:581]	:	INFO	:	Epoch 1574 | loss: 0.031131 | val_loss: 0.0311532 | Time: 1647.52 ms
[2021-05-30 02:34:18	                main:581]	:	INFO	:	Epoch 1575 | loss: 0.031133 | val_loss: 0.0311519 | Time: 1639.66 ms
[2021-05-30 02:34:20	                main:581]	:	INFO	:	Epoch 1576 | loss: 0.0311321 | val_loss: 0.0311509 | Time: 1637.28 ms
[2021-05-30 02:34:21	                main:581]	:	INFO	:	Epoch 1577 | loss: 0.031132 | val_loss: 0.0311566 | Time: 1647.53 ms
[2021-05-30 02:34:23	                main:581]	:	INFO	:	Epoch 1578 | loss: 0.0311343 | val_loss: 0.031152 | Time: 1652 ms
[2021-05-30 02:34:25	                main:581]	:	INFO	:	Epoch 1579 | loss: 0.0311318 | val_loss: 0.0311518 | Time: 1658.15 ms
[2021-05-30 02:34:26	                main:581]	:	INFO	:	Epoch 1580 | loss: 0.0311363 | val_loss: 0.0311491 | Time: 1648.57 ms
[2021-05-30 02:34:28	                main:581]	:	INFO	:	Epoch 1581 | loss: 0.0311362 | val_loss: 0.0311496 | Time: 1651.47 ms
[2021-05-30 02:34:30	                main:581]	:	INFO	:	Epoch 1582 | loss: 0.0311369 | val_loss: 0.031148 | Time: 1645.69 ms
[2021-05-30 02:34:31	                main:581]	:	INFO	:	Epoch 1583 | loss: 0.0311351 | val_loss: 0.0311498 | Time: 1645.22 ms
[2021-05-30 02:34:33	                main:581]	:	INFO	:	Epoch 1584 | loss: 0.031133 | val_loss: 0.0311492 | Time: 1648.38 ms
[2021-05-30 02:34:35	                main:581]	:	INFO	:	Epoch 1585 | loss: 0.0311333 | val_loss: 0.0311497 | Time: 1632.89 ms
[2021-05-30 02:34:36	                main:581]	:	INFO	:	Epoch 1586 | loss: 0.0311327 | val_loss: 0.0311489 | Time: 1634.64 ms
[2021-05-30 02:34:38	                main:581]	:	INFO	:	Epoch 1587 | loss: 0.0311312 | val_loss: 0.0311506 | Time: 1647.21 ms
[2021-05-30 02:34:40	                main:581]	:	INFO	:	Epoch 1588 | loss: 0.0311311 | val_loss: 0.0311474 | Time: 1666.59 ms
[2021-05-30 02:34:41	                main:581]	:	INFO	:	Epoch 1589 | loss: 0.0311305 | val_loss: 0.03115 | Time: 1666.91 ms
[2021-05-30 02:34:43	                main:581]	:	INFO	:	Epoch 1590 | loss: 0.0311312 | val_loss: 0.03115 | Time: 1636.28 ms
[2021-05-30 02:34:45	                main:581]	:	INFO	:	Epoch 1591 | loss: 0.0311309 | val_loss: 0.0311514 | Time: 1621.03 ms
[2021-05-30 02:34:46	                main:581]	:	INFO	:	Epoch 1592 | loss: 0.0311329 | val_loss: 0.0311503 | Time: 1639.51 ms
[2021-05-30 02:34:48	                main:581]	:	INFO	:	Epoch 1593 | loss: 0.031132 | val_loss: 0.0311521 | Time: 1630.79 ms
[2021-05-30 02:34:49	                main:581]	:	INFO	:	Epoch 1594 | loss: 0.0311325 | val_loss: 0.0311528 | Time: 1653.43 ms
[2021-05-30 02:34:51	                main:581]	:	INFO	:	Epoch 1595 | loss: 0.0311326 | val_loss: 0.0311531 | Time: 1655.12 ms
[2021-05-30 02:34:53	                main:581]	:	INFO	:	Epoch 1596 | loss: 0.0311333 | val_loss: 0.0311524 | Time: 1647.86 ms
[2021-05-30 02:34:54	                main:581]	:	INFO	:	Epoch 1597 | loss: 0.0311328 | val_loss: 0.0311524 | Time: 1657.54 ms
[2021-05-30 02:34:56	                main:581]	:	INFO	:	Epoch 1598 | loss: 0.0311353 | val_loss: 0.0311532 | Time: 1657.87 ms
[2021-05-30 02:34:58	                main:581]	:	INFO	:	Epoch 1599 | loss: 0.0311319 | val_loss: 0.0311513 | Time: 1658.63 ms
[2021-05-30 02:34:59	                main:581]	:	INFO	:	Epoch 1600 | loss: 0.031132 | val_loss: 0.0311507 | Time: 1647.67 ms
[2021-05-30 02:35:01	                main:581]	:	INFO	:	Epoch 1601 | loss: 0.0311305 | val_loss: 0.031152 | Time: 1668.56 ms
[2021-05-30 02:35:03	                main:581]	:	INFO	:	Epoch 1602 | loss: 0.0311311 | val_loss: 0.0311522 | Time: 1662.74 ms
[2021-05-30 02:35:04	                main:581]	:	INFO	:	Epoch 1603 | loss: 0.0311299 | val_loss: 0.0311524 | Time: 1651.06 ms
[2021-05-30 02:35:06	                main:581]	:	INFO	:	Epoch 1604 | loss: 0.0311298 | val_loss: 0.0311516 | Time: 1649.16 ms
[2021-05-30 02:35:08	                main:581]	:	INFO	:	Epoch 1605 | loss: 0.0311297 | val_loss: 0.0311519 | Time: 1644.42 ms
[2021-05-30 02:35:09	                main:581]	:	INFO	:	Epoch 1606 | loss: 0.0311321 | val_loss: 0.0311527 | Time: 1640.38 ms
[2021-05-30 02:35:11	                main:581]	:	INFO	:	Epoch 1607 | loss: 0.0311336 | val_loss: 0.0311529 | Time: 1636.92 ms
[2021-05-30 02:35:13	                main:581]	:	INFO	:	Epoch 1608 | loss: 0.0311319 | val_loss: 0.0311541 | Time: 1638.09 ms
[2021-05-30 02:35:14	                main:581]	:	INFO	:	Epoch 1609 | loss: 0.0311315 | val_loss: 0.0311537 | Time: 1637.54 ms
[2021-05-30 02:35:16	                main:581]	:	INFO	:	Epoch 1610 | loss: 0.0311316 | val_loss: 0.0311516 | Time: 1638.03 ms
[2021-05-30 02:35:17	                main:581]	:	INFO	:	Epoch 1611 | loss: 0.0311337 | val_loss: 0.0311507 | Time: 1628.53 ms
[2021-05-30 02:35:19	                main:581]	:	INFO	:	Epoch 1612 | loss: 0.0311329 | val_loss: 0.0311498 | Time: 1617.56 ms
[2021-05-30 02:35:21	                main:581]	:	INFO	:	Epoch 1613 | loss: 0.0311335 | val_loss: 0.0311493 | Time: 1620.53 ms
[2021-05-30 02:35:22	                main:581]	:	INFO	:	Epoch 1614 | loss: 0.0311327 | val_loss: 0.0311494 | Time: 1631.14 ms
[2021-05-30 02:35:24	                main:581]	:	INFO	:	Epoch 1615 | loss: 0.0311339 | val_loss: 0.0311508 | Time: 1636.6 ms
[2021-05-30 02:35:26	                main:581]	:	INFO	:	Epoch 1616 | loss: 0.0311345 | val_loss: 0.0311534 | Time: 1640.17 ms
[2021-05-30 02:35:27	                main:581]	:	INFO	:	Epoch 1617 | loss: 0.0311346 | val_loss: 0.0311534 | Time: 1640.15 ms
[2021-05-30 02:35:29	                main:581]	:	INFO	:	Epoch 1618 | loss: 0.0311342 | val_loss: 0.0311519 | Time: 1643.25 ms
[2021-05-30 02:35:31	                main:581]	:	INFO	:	Epoch 1619 | loss: 0.0311312 | val_loss: 0.0311521 | Time: 1634.32 ms
[2021-05-30 02:35:32	                main:581]	:	INFO	:	Epoch 1620 | loss: 0.031131 | val_loss: 0.0311491 | Time: 1644.77 ms
[2021-05-30 02:35:34	                main:581]	:	INFO	:	Epoch 1621 | loss: 0.0311303 | val_loss: 0.0311491 | Time: 1650.41 ms
[2021-05-30 02:35:35	                main:581]	:	INFO	:	Epoch 1622 | loss: 0.0311308 | val_loss: 0.0311539 | Time: 1644.71 ms
[2021-05-30 02:35:37	                main:581]	:	INFO	:	Epoch 1623 | loss: 0.031132 | val_loss: 0.0311509 | Time: 1626.33 ms
[2021-05-30 02:35:39	                main:581]	:	INFO	:	Epoch 1624 | loss: 0.0311304 | val_loss: 0.031151 | Time: 1632.08 ms
[2021-05-30 02:35:40	                main:581]	:	INFO	:	Epoch 1625 | loss: 0.031132 | val_loss: 0.0311509 | Time: 1625.15 ms
[2021-05-30 02:35:42	                main:581]	:	INFO	:	Epoch 1626 | loss: 0.0311298 | val_loss: 0.031151 | Time: 1626.19 ms
[2021-05-30 02:35:44	                main:581]	:	INFO	:	Epoch 1627 | loss: 0.0311306 | val_loss: 0.0311509 | Time: 1629.4 ms
[2021-05-30 02:35:45	                main:581]	:	INFO	:	Epoch 1628 | loss: 0.0311305 | val_loss: 0.0311511 | Time: 1632.41 ms
[2021-05-30 02:35:47	                main:581]	:	INFO	:	Epoch 1629 | loss: 0.0311318 | val_loss: 0.0311543 | Time: 1661.53 ms
[2021-05-30 02:35:49	                main:581]	:	INFO	:	Epoch 1630 | loss: 0.0311335 | val_loss: 0.0311509 | Time: 1667.04 ms
[2021-05-30 02:35:50	                main:581]	:	INFO	:	Epoch 1631 | loss: 0.031135 | val_loss: 0.0311528 | Time: 1669.93 ms
[2021-05-30 02:35:52	                main:581]	:	INFO	:	Epoch 1632 | loss: 0.0311327 | val_loss: 0.0311517 | Time: 1662.54 ms
[2021-05-30 02:35:54	                main:581]	:	INFO	:	Epoch 1633 | loss: 0.0311345 | val_loss: 0.0311543 | Time: 1628.88 ms
[2021-05-30 02:35:55	                main:581]	:	INFO	:	Epoch 1634 | loss: 0.0311335 | val_loss: 0.0311512 | Time: 1631.73 ms
[2021-05-30 02:35:57	                main:581]	:	INFO	:	Epoch 1635 | loss: 0.0311328 | val_loss: 0.0311525 | Time: 1633.02 ms
[2021-05-30 02:35:58	                main:581]	:	INFO	:	Epoch 1636 | loss: 0.031131 | val_loss: 0.0311515 | Time: 1637.75 ms
[2021-05-30 02:36:00	                main:581]	:	INFO	:	Epoch 1637 | loss: 0.0311302 | val_loss: 0.0311486 | Time: 1623.69 ms
[2021-05-30 02:36:02	                main:581]	:	INFO	:	Epoch 1638 | loss: 0.0311288 | val_loss: 0.03115 | Time: 1633.8 ms
[2021-05-30 02:36:03	                main:581]	:	INFO	:	Epoch 1639 | loss: 0.0311299 | val_loss: 0.0311502 | Time: 1653.81 ms
[2021-05-30 02:36:05	                main:581]	:	INFO	:	Epoch 1640 | loss: 0.0311289 | val_loss: 0.0311507 | Time: 1661.03 ms
[2021-05-30 02:36:07	                main:581]	:	INFO	:	Epoch 1641 | loss: 0.0311279 | val_loss: 0.0311513 | Time: 1639.24 ms
[2021-05-30 02:36:08	                main:581]	:	INFO	:	Epoch 1642 | loss: 0.0311278 | val_loss: 0.0311511 | Time: 1647.96 ms
[2021-05-30 02:36:10	                main:581]	:	INFO	:	Epoch 1643 | loss: 0.0311275 | val_loss: 0.03115 | Time: 1658.74 ms
[2021-05-30 02:36:12	                main:581]	:	INFO	:	Epoch 1644 | loss: 0.0311283 | val_loss: 0.0311488 | Time: 1648.94 ms
[2021-05-30 02:36:13	                main:581]	:	INFO	:	Epoch 1645 | loss: 0.0311267 | val_loss: 0.0311501 | Time: 1633.42 ms
[2021-05-30 02:36:15	                main:581]	:	INFO	:	Epoch 1646 | loss: 0.0311272 | val_loss: 0.0311514 | Time: 1637.12 ms
[2021-05-30 02:36:17	                main:581]	:	INFO	:	Epoch 1647 | loss: 0.0311261 | val_loss: 0.0311519 | Time: 1649.38 ms
[2021-05-30 02:36:18	                main:581]	:	INFO	:	Epoch 1648 | loss: 0.0311289 | val_loss: 0.0311538 | Time: 1627.27 ms
[2021-05-30 02:36:20	                main:581]	:	INFO	:	Epoch 1649 | loss: 0.0311301 | val_loss: 0.0311525 | Time: 1649.35 ms
[2021-05-30 02:36:21	                main:581]	:	INFO	:	Epoch 1650 | loss: 0.031131 | val_loss: 0.0311549 | Time: 1638.07 ms
[2021-05-30 02:36:23	                main:581]	:	INFO	:	Epoch 1651 | loss: 0.0311331 | val_loss: 0.0311525 | Time: 1637.58 ms
[2021-05-30 02:36:25	                main:581]	:	INFO	:	Epoch 1652 | loss: 0.0311286 | val_loss: 0.0311518 | Time: 1636.87 ms
[2021-05-30 02:36:26	                main:581]	:	INFO	:	Epoch 1653 | loss: 0.0311305 | val_loss: 0.0311532 | Time: 1635.1 ms
[2021-05-30 02:36:28	                main:581]	:	INFO	:	Epoch 1654 | loss: 0.0311299 | val_loss: 0.0311565 | Time: 1637.07 ms
[2021-05-30 02:36:30	                main:581]	:	INFO	:	Epoch 1655 | loss: 0.0311283 | val_loss: 0.0311525 | Time: 1635.85 ms
[2021-05-30 02:36:31	                main:581]	:	INFO	:	Epoch 1656 | loss: 0.031129 | val_loss: 0.031149 | Time: 1630.88 ms
[2021-05-30 02:36:33	                main:581]	:	INFO	:	Epoch 1657 | loss: 0.031127 | val_loss: 0.0311497 | Time: 1638.62 ms
[2021-05-30 02:36:35	                main:581]	:	INFO	:	Epoch 1658 | loss: 0.0311268 | val_loss: 0.0311514 | Time: 1653.58 ms
[2021-05-30 02:36:36	                main:581]	:	INFO	:	Epoch 1659 | loss: 0.0311284 | val_loss: 0.0311502 | Time: 1658.54 ms
[2021-05-30 02:36:38	                main:581]	:	INFO	:	Epoch 1660 | loss: 0.0311308 | val_loss: 0.0311486 | Time: 1657.73 ms
[2021-05-30 02:36:40	                main:581]	:	INFO	:	Epoch 1661 | loss: 0.0311333 | val_loss: 0.0311476 | Time: 1654.82 ms
[2021-05-30 02:36:41	                main:581]	:	INFO	:	Epoch 1662 | loss: 0.0311378 | val_loss: 0.031149 | Time: 1655.7 ms
[2021-05-30 02:36:43	                main:581]	:	INFO	:	Epoch 1663 | loss: 0.0311368 | val_loss: 0.0311491 | Time: 1647.08 ms
[2021-05-30 02:36:44	                main:581]	:	INFO	:	Epoch 1664 | loss: 0.0311345 | val_loss: 0.0311493 | Time: 1638.11 ms
[2021-05-30 02:36:46	                main:581]	:	INFO	:	Epoch 1665 | loss: 0.0311339 | val_loss: 0.0311501 | Time: 1647.29 ms
[2021-05-30 02:36:48	                main:581]	:	INFO	:	Epoch 1666 | loss: 0.0311334 | val_loss: 0.0311513 | Time: 1646.1 ms
[2021-05-30 02:36:49	                main:581]	:	INFO	:	Epoch 1667 | loss: 0.031133 | val_loss: 0.0311494 | Time: 1652.58 ms
[2021-05-30 02:36:51	                main:581]	:	INFO	:	Epoch 1668 | loss: 0.0311324 | val_loss: 0.0311507 | Time: 1622.91 ms
[2021-05-30 02:36:53	                main:581]	:	INFO	:	Epoch 1669 | loss: 0.0311339 | val_loss: 0.0311496 | Time: 1653.39 ms
[2021-05-30 02:36:54	                main:581]	:	INFO	:	Epoch 1670 | loss: 0.0311361 | val_loss: 0.0311501 | Time: 1644.69 ms
[2021-05-30 02:36:56	                main:581]	:	INFO	:	Epoch 1671 | loss: 0.0311332 | val_loss: 0.031152 | Time: 1656.27 ms
[2021-05-30 02:36:58	                main:581]	:	INFO	:	Epoch 1672 | loss: 0.0311324 | val_loss: 0.0311504 | Time: 1642.62 ms
[2021-05-30 02:36:59	                main:581]	:	INFO	:	Epoch 1673 | loss: 0.0311331 | val_loss: 0.0311531 | Time: 1639.91 ms
[2021-05-30 02:37:01	                main:581]	:	INFO	:	Epoch 1674 | loss: 0.031132 | val_loss: 0.0311494 | Time: 1657.14 ms
[2021-05-30 02:37:03	                main:581]	:	INFO	:	Epoch 1675 | loss: 0.0311305 | val_loss: 0.0311492 | Time: 1645.88 ms
[2021-05-30 02:37:04	                main:581]	:	INFO	:	Epoch 1676 | loss: 0.0311308 | val_loss: 0.0311508 | Time: 1639.73 ms
[2021-05-30 02:37:06	                main:581]	:	INFO	:	Epoch 1677 | loss: 0.0311305 | val_loss: 0.031151 | Time: 1641.25 ms
[2021-05-30 02:37:08	                main:581]	:	INFO	:	Epoch 1678 | loss: 0.0311301 | val_loss: 0.0311501 | Time: 1638.2 ms
[2021-05-30 02:37:09	                main:581]	:	INFO	:	Epoch 1679 | loss: 0.0311318 | val_loss: 0.0311508 | Time: 1639.88 ms
[2021-05-30 02:37:11	                main:581]	:	INFO	:	Epoch 1680 | loss: 0.0311317 | val_loss: 0.0311507 | Time: 1610.67 ms
[2021-05-30 02:37:12	                main:581]	:	INFO	:	Epoch 1681 | loss: 0.0311312 | val_loss: 0.0311504 | Time: 1630.46 ms
[2021-05-30 02:37:14	                main:581]	:	INFO	:	Epoch 1682 | loss: 0.0311326 | val_loss: 0.0311489 | Time: 1655.3 ms
[2021-05-30 02:37:16	                main:581]	:	INFO	:	Epoch 1683 | loss: 0.0311295 | val_loss: 0.0311526 | Time: 1651.6 ms
[2021-05-30 02:37:17	                main:581]	:	INFO	:	Epoch 1684 | loss: 0.0311288 | val_loss: 0.0311505 | Time: 1630.47 ms
[2021-05-30 02:37:19	                main:581]	:	INFO	:	Epoch 1685 | loss: 0.0311315 | val_loss: 0.0311497 | Time: 1630.48 ms
[2021-05-30 02:37:21	                main:581]	:	INFO	:	Epoch 1686 | loss: 0.0311325 | val_loss: 0.0311512 | Time: 1630.44 ms
[2021-05-30 02:37:22	                main:581]	:	INFO	:	Epoch 1687 | loss: 0.0311314 | val_loss: 0.0311487 | Time: 1629.15 ms
[2021-05-30 02:37:24	                main:581]	:	INFO	:	Epoch 1688 | loss: 0.0311313 | val_loss: 0.0311491 | Time: 1627.42 ms
[2021-05-30 02:37:25	                main:581]	:	INFO	:	Epoch 1689 | loss: 0.0311324 | val_loss: 0.0311484 | Time: 1635.34 ms
[2021-05-30 02:37:27	                main:581]	:	INFO	:	Epoch 1690 | loss: 0.0311329 | val_loss: 0.0311506 | Time: 1629.95 ms
[2021-05-30 02:37:29	                main:581]	:	INFO	:	Epoch 1691 | loss: 0.0311328 | val_loss: 0.0311545 | Time: 1654.49 ms
[2021-05-30 02:37:30	                main:581]	:	INFO	:	Epoch 1692 | loss: 0.031136 | val_loss: 0.0311579 | Time: 1641.94 ms
[2021-05-30 02:37:32	                main:581]	:	INFO	:	Epoch 1693 | loss: 0.0311368 | val_loss: 0.0311558 | Time: 1633.83 ms
[2021-05-30 02:37:34	                main:581]	:	INFO	:	Epoch 1694 | loss: 0.0311366 | val_loss: 0.0311536 | Time: 1605.48 ms
[2021-05-30 02:37:35	                main:581]	:	INFO	:	Epoch 1695 | loss: 0.0311377 | val_loss: 0.031161 | Time: 1600.7 ms
[2021-05-30 02:37:37	                main:581]	:	INFO	:	Epoch 1696 | loss: 0.0311383 | val_loss: 0.0311578 | Time: 1633.91 ms
[2021-05-30 02:37:39	                main:581]	:	INFO	:	Epoch 1697 | loss: 0.0311358 | val_loss: 0.0311534 | Time: 1637.85 ms
[2021-05-30 02:37:40	                main:581]	:	INFO	:	Epoch 1698 | loss: 0.0311337 | val_loss: 0.0311496 | Time: 1655.47 ms
[2021-05-30 02:37:42	                main:581]	:	INFO	:	Epoch 1699 | loss: 0.0311336 | val_loss: 0.031153 | Time: 1647.48 ms
[2021-05-30 02:37:43	                main:581]	:	INFO	:	Epoch 1700 | loss: 0.0311342 | val_loss: 0.031156 | Time: 1643.26 ms
[2021-05-30 02:37:45	                main:581]	:	INFO	:	Epoch 1701 | loss: 0.0311319 | val_loss: 0.031153 | Time: 1652.09 ms
[2021-05-30 02:37:47	                main:581]	:	INFO	:	Epoch 1702 | loss: 0.0311315 | val_loss: 0.0311524 | Time: 1650.61 ms
[2021-05-30 02:37:48	                main:581]	:	INFO	:	Epoch 1703 | loss: 0.0311304 | val_loss: 0.0311542 | Time: 1648.51 ms
[2021-05-30 02:37:50	                main:581]	:	INFO	:	Epoch 1704 | loss: 0.0311306 | val_loss: 0.0311516 | Time: 1651.19 ms
[2021-05-30 02:37:52	                main:581]	:	INFO	:	Epoch 1705 | loss: 0.0311293 | val_loss: 0.0311523 | Time: 1652.21 ms
[2021-05-30 02:37:53	                main:581]	:	INFO	:	Epoch 1706 | loss: 0.0311307 | val_loss: 0.0311528 | Time: 1646.35 ms
[2021-05-30 02:37:55	                main:581]	:	INFO	:	Epoch 1707 | loss: 0.0311304 | val_loss: 0.0311554 | Time: 1646.66 ms
[2021-05-30 02:37:57	                main:581]	:	INFO	:	Epoch 1708 | loss: 0.0311305 | val_loss: 0.0311534 | Time: 1645.9 ms
[2021-05-30 02:37:58	                main:581]	:	INFO	:	Epoch 1709 | loss: 0.0311299 | val_loss: 0.031154 | Time: 1647.06 ms
[2021-05-30 02:38:00	                main:581]	:	INFO	:	Epoch 1710 | loss: 0.0311292 | val_loss: 0.0311533 | Time: 1651.86 ms
[2021-05-30 02:38:02	                main:581]	:	INFO	:	Epoch 1711 | loss: 0.0311291 | val_loss: 0.0311537 | Time: 1637.44 ms
[2021-05-30 02:38:03	                main:581]	:	INFO	:	Epoch 1712 | loss: 0.0311289 | val_loss: 0.0311524 | Time: 1637.49 ms
[2021-05-30 02:38:05	                main:581]	:	INFO	:	Epoch 1713 | loss: 0.0311285 | val_loss: 0.031155 | Time: 1644.06 ms
[2021-05-30 02:38:07	                main:581]	:	INFO	:	Epoch 1714 | loss: 0.0311302 | val_loss: 0.0311557 | Time: 1658.71 ms
[2021-05-30 02:38:08	                main:581]	:	INFO	:	Epoch 1715 | loss: 0.03113 | val_loss: 0.0311515 | Time: 1656.4 ms
[2021-05-30 02:38:10	                main:581]	:	INFO	:	Epoch 1716 | loss: 0.0311312 | val_loss: 0.0311521 | Time: 1655.75 ms
[2021-05-30 02:38:12	                main:581]	:	INFO	:	Epoch 1717 | loss: 0.0311303 | val_loss: 0.0311519 | Time: 1639.55 ms
[2021-05-30 02:38:13	                main:581]	:	INFO	:	Epoch 1718 | loss: 0.0311323 | val_loss: 0.0311499 | Time: 1642.93 ms
[2021-05-30 02:38:15	                main:581]	:	INFO	:	Epoch 1719 | loss: 0.0311329 | val_loss: 0.0311549 | Time: 1637.41 ms
[2021-05-30 02:38:16	                main:581]	:	INFO	:	Epoch 1720 | loss: 0.0311329 | val_loss: 0.0311505 | Time: 1644.02 ms
[2021-05-30 02:38:18	                main:581]	:	INFO	:	Epoch 1721 | loss: 0.0311313 | val_loss: 0.0311507 | Time: 1655.8 ms
[2021-05-30 02:38:20	                main:581]	:	INFO	:	Epoch 1722 | loss: 0.0311337 | val_loss: 0.0311528 | Time: 1650.62 ms
[2021-05-30 02:38:21	                main:581]	:	INFO	:	Epoch 1723 | loss: 0.0311355 | val_loss: 0.0311519 | Time: 1648.56 ms
[2021-05-30 02:38:23	                main:581]	:	INFO	:	Epoch 1724 | loss: 0.0311321 | val_loss: 0.0311513 | Time: 1643.92 ms
[2021-05-30 02:38:25	                main:581]	:	INFO	:	Epoch 1725 | loss: 0.0311305 | val_loss: 0.0311506 | Time: 1645.49 ms
[2021-05-30 02:38:26	                main:581]	:	INFO	:	Epoch 1726 | loss: 0.0311321 | val_loss: 0.031151 | Time: 1650.22 ms
[2021-05-30 02:38:28	                main:581]	:	INFO	:	Epoch 1727 | loss: 0.0311302 | val_loss: 0.0311494 | Time: 1643.35 ms
[2021-05-30 02:38:30	                main:581]	:	INFO	:	Epoch 1728 | loss: 0.0311289 | val_loss: 0.0311494 | Time: 1650.59 ms
[2021-05-30 02:38:31	                main:581]	:	INFO	:	Epoch 1729 | loss: 0.0311291 | val_loss: 0.0311498 | Time: 1654.07 ms
[2021-05-30 02:38:33	                main:581]	:	INFO	:	Epoch 1730 | loss: 0.0311349 | val_loss: 0.031158 | Time: 1647.97 ms
[2021-05-30 02:38:35	                main:581]	:	INFO	:	Epoch 1731 | loss: 0.0311388 | val_loss: 0.0311561 | Time: 1636.58 ms
[2021-05-30 02:38:36	                main:581]	:	INFO	:	Epoch 1732 | loss: 0.0311428 | val_loss: 0.0311649 | Time: 1644.4 ms
[2021-05-30 02:38:38	                main:581]	:	INFO	:	Epoch 1733 | loss: 0.0311565 | val_loss: 0.0311625 | Time: 1647.42 ms
[2021-05-30 02:38:39	                main:581]	:	INFO	:	Epoch 1734 | loss: 0.0311491 | val_loss: 0.0311609 | Time: 1646.6 ms
[2021-05-30 02:38:41	                main:581]	:	INFO	:	Epoch 1735 | loss: 0.031144 | val_loss: 0.0311556 | Time: 1647.21 ms
[2021-05-30 02:38:43	                main:581]	:	INFO	:	Epoch 1736 | loss: 0.0311415 | val_loss: 0.0311546 | Time: 1635.86 ms
[2021-05-30 02:38:44	                main:581]	:	INFO	:	Epoch 1737 | loss: 0.0311383 | val_loss: 0.0311569 | Time: 1641.21 ms
[2021-05-30 02:38:46	                main:581]	:	INFO	:	Epoch 1738 | loss: 0.0311387 | val_loss: 0.0311571 | Time: 1648.54 ms
[2021-05-30 02:38:48	                main:581]	:	INFO	:	Epoch 1739 | loss: 0.0311469 | val_loss: 0.0311595 | Time: 1650.37 ms
[2021-05-30 02:38:49	                main:581]	:	INFO	:	Epoch 1740 | loss: 0.0311459 | val_loss: 0.0311565 | Time: 1654.84 ms
[2021-05-30 02:38:51	                main:581]	:	INFO	:	Epoch 1741 | loss: 0.0311425 | val_loss: 0.0311543 | Time: 1652.45 ms
[2021-05-30 02:38:53	                main:581]	:	INFO	:	Epoch 1742 | loss: 0.0311414 | val_loss: 0.0311537 | Time: 1648.78 ms
[2021-05-30 02:38:54	                main:581]	:	INFO	:	Epoch 1743 | loss: 0.031141 | val_loss: 0.0311542 | Time: 1648.03 ms
[2021-05-30 02:38:56	                main:581]	:	INFO	:	Epoch 1744 | loss: 0.0311419 | val_loss: 0.0311558 | Time: 1651.2 ms
[2021-05-30 02:38:58	                main:581]	:	INFO	:	Epoch 1745 | loss: 0.0311402 | val_loss: 0.0311541 | Time: 1659.91 ms
[2021-05-30 02:38:59	                main:581]	:	INFO	:	Epoch 1746 | loss: 0.0311385 | val_loss: 0.0311537 | Time: 1649.01 ms
[2021-05-30 02:39:01	                main:581]	:	INFO	:	Epoch 1747 | loss: 0.0311374 | val_loss: 0.0311539 | Time: 1676.58 ms
[2021-05-30 02:39:03	                main:581]	:	INFO	:	Epoch 1748 | loss: 0.0311366 | val_loss: 0.0311536 | Time: 1657.89 ms
[2021-05-30 02:39:04	                main:581]	:	INFO	:	Epoch 1749 | loss: 0.0311363 | val_loss: 0.0311529 | Time: 1647.7 ms
[2021-05-30 02:39:06	                main:581]	:	INFO	:	Epoch 1750 | loss: 0.0311359 | val_loss: 0.0311521 | Time: 1652.65 ms
[2021-05-30 02:39:08	                main:581]	:	INFO	:	Epoch 1751 | loss: 0.0311353 | val_loss: 0.0311532 | Time: 1655.5 ms
[2021-05-30 02:39:09	                main:581]	:	INFO	:	Epoch 1752 | loss: 0.0311348 | val_loss: 0.0311524 | Time: 1650.04 ms
[2021-05-30 02:39:11	                main:581]	:	INFO	:	Epoch 1753 | loss: 0.0311361 | val_loss: 0.031155 | Time: 1655.39 ms
[2021-05-30 02:39:13	                main:581]	:	INFO	:	Epoch 1754 | loss: 0.031139 | val_loss: 0.0311564 | Time: 1646.52 ms
[2021-05-30 02:39:14	                main:581]	:	INFO	:	Epoch 1755 | loss: 0.0311369 | val_loss: 0.0311545 | Time: 1654.72 ms
[2021-05-30 02:39:16	                main:581]	:	INFO	:	Epoch 1756 | loss: 0.0311345 | val_loss: 0.0311528 | Time: 1635.54 ms
[2021-05-30 02:39:17	                main:581]	:	INFO	:	Epoch 1757 | loss: 0.0311374 | val_loss: 0.0311562 | Time: 1657.66 ms
[2021-05-30 02:39:19	                main:581]	:	INFO	:	Epoch 1758 | loss: 0.0311379 | val_loss: 0.0311564 | Time: 1656.87 ms
[2021-05-30 02:39:21	                main:581]	:	INFO	:	Epoch 1759 | loss: 0.0311399 | val_loss: 0.0311594 | Time: 1654.46 ms
[2021-05-30 02:39:22	                main:581]	:	INFO	:	Epoch 1760 | loss: 0.0311387 | val_loss: 0.0311594 | Time: 1645.25 ms
[2021-05-30 02:39:24	                main:581]	:	INFO	:	Epoch 1761 | loss: 0.0311376 | val_loss: 0.0311601 | Time: 1654.87 ms
[2021-05-30 02:39:26	                main:581]	:	INFO	:	Epoch 1762 | loss: 0.0311389 | val_loss: 0.0311564 | Time: 1665.99 ms
[2021-05-30 02:39:27	                main:581]	:	INFO	:	Epoch 1763 | loss: 0.0311388 | val_loss: 0.031155 | Time: 1647.91 ms
[2021-05-30 02:39:29	                main:581]	:	INFO	:	Epoch 1764 | loss: 0.0311372 | val_loss: 0.031154 | Time: 1634.22 ms
[2021-05-30 02:39:31	                main:581]	:	INFO	:	Epoch 1765 | loss: 0.0311355 | val_loss: 0.031156 | Time: 1648.12 ms
[2021-05-30 02:39:32	                main:581]	:	INFO	:	Epoch 1766 | loss: 0.0311352 | val_loss: 0.0311535 | Time: 1658.14 ms
[2021-05-30 02:39:34	                main:581]	:	INFO	:	Epoch 1767 | loss: 0.0311367 | val_loss: 0.0311546 | Time: 1652.25 ms
[2021-05-30 02:39:36	                main:581]	:	INFO	:	Epoch 1768 | loss: 0.0311364 | val_loss: 0.0311536 | Time: 1641.9 ms
[2021-05-30 02:39:37	                main:581]	:	INFO	:	Epoch 1769 | loss: 0.0311345 | val_loss: 0.0311541 | Time: 1649.32 ms
[2021-05-30 02:39:39	                main:581]	:	INFO	:	Epoch 1770 | loss: 0.0311324 | val_loss: 0.031156 | Time: 1638.51 ms
[2021-05-30 02:39:41	                main:581]	:	INFO	:	Epoch 1771 | loss: 0.0311306 | val_loss: 0.0311537 | Time: 1632.62 ms
[2021-05-30 02:39:42	                main:581]	:	INFO	:	Epoch 1772 | loss: 0.0311316 | val_loss: 0.0311549 | Time: 1637.49 ms
[2021-05-30 02:39:44	                main:581]	:	INFO	:	Epoch 1773 | loss: 0.0311319 | val_loss: 0.0311535 | Time: 1639.66 ms
[2021-05-30 02:39:45	                main:581]	:	INFO	:	Epoch 1774 | loss: 0.0311382 | val_loss: 0.0311561 | Time: 1654.94 ms
[2021-05-30 02:39:47	                main:581]	:	INFO	:	Epoch 1775 | loss: 0.031133 | val_loss: 0.031155 | Time: 1646.43 ms
[2021-05-30 02:39:49	                main:581]	:	INFO	:	Epoch 1776 | loss: 0.0311307 | val_loss: 0.0311518 | Time: 1649.46 ms
[2021-05-30 02:39:50	                main:581]	:	INFO	:	Epoch 1777 | loss: 0.0311316 | val_loss: 0.0311537 | Time: 1648.83 ms
[2021-05-30 02:39:52	                main:581]	:	INFO	:	Epoch 1778 | loss: 0.031134 | val_loss: 0.0311538 | Time: 1656.25 ms
[2021-05-30 02:39:54	                main:581]	:	INFO	:	Epoch 1779 | loss: 0.0311362 | val_loss: 0.0311559 | Time: 1656.1 ms
[2021-05-30 02:39:55	                main:581]	:	INFO	:	Epoch 1780 | loss: 0.0311395 | val_loss: 0.0311553 | Time: 1645.37 ms
[2021-05-30 02:39:57	                main:581]	:	INFO	:	Epoch 1781 | loss: 0.0311356 | val_loss: 0.0311576 | Time: 1642 ms
[2021-05-30 02:39:59	                main:581]	:	INFO	:	Epoch 1782 | loss: 0.0311342 | val_loss: 0.0311588 | Time: 1638.66 ms
[2021-05-30 02:40:00	                main:581]	:	INFO	:	Epoch 1783 | loss: 0.0311342 | val_loss: 0.0311534 | Time: 1655.31 ms
[2021-05-30 02:40:02	                main:581]	:	INFO	:	Epoch 1784 | loss: 0.0311319 | val_loss: 0.0311543 | Time: 1637.55 ms
[2021-05-30 02:40:04	                main:581]	:	INFO	:	Epoch 1785 | loss: 0.0311322 | val_loss: 0.0311561 | Time: 1640.25 ms
[2021-05-30 02:40:05	                main:581]	:	INFO	:	Epoch 1786 | loss: 0.0311334 | val_loss: 0.0311572 | Time: 1645.89 ms
[2021-05-30 02:40:07	                main:581]	:	INFO	:	Epoch 1787 | loss: 0.0311323 | val_loss: 0.0311594 | Time: 1647.16 ms
[2021-05-30 02:40:09	                main:581]	:	INFO	:	Epoch 1788 | loss: 0.0311326 | val_loss: 0.0311611 | Time: 1663.36 ms
[2021-05-30 02:40:10	                main:581]	:	INFO	:	Epoch 1789 | loss: 0.0311324 | val_loss: 0.031156 | Time: 1662.25 ms
[2021-05-30 02:40:12	                main:581]	:	INFO	:	Epoch 1790 | loss: 0.0311317 | val_loss: 0.0311571 | Time: 1664.94 ms
[2021-05-30 02:40:14	                main:581]	:	INFO	:	Epoch 1791 | loss: 0.0311325 | val_loss: 0.0311547 | Time: 1670.11 ms
[2021-05-30 02:40:15	                main:581]	:	INFO	:	Epoch 1792 | loss: 0.0311326 | val_loss: 0.0311559 | Time: 1680.98 ms
[2021-05-30 02:40:17	                main:581]	:	INFO	:	Epoch 1793 | loss: 0.0311317 | val_loss: 0.0311559 | Time: 1675.75 ms
[2021-05-30 02:40:19	                main:581]	:	INFO	:	Epoch 1794 | loss: 0.0311312 | val_loss: 0.0311555 | Time: 1672.89 ms
[2021-05-30 02:40:20	                main:581]	:	INFO	:	Epoch 1795 | loss: 0.0311299 | val_loss: 0.0311548 | Time: 1657.9 ms
[2021-05-30 02:40:22	                main:581]	:	INFO	:	Epoch 1796 | loss: 0.0311293 | val_loss: 0.0311559 | Time: 1651.38 ms
[2021-05-30 02:40:24	                main:581]	:	INFO	:	Epoch 1797 | loss: 0.0311318 | val_loss: 0.0311563 | Time: 1654.67 ms
[2021-05-30 02:40:25	                main:581]	:	INFO	:	Epoch 1798 | loss: 0.0311322 | val_loss: 0.0311552 | Time: 1663.09 ms
[2021-05-30 02:40:27	                main:581]	:	INFO	:	Epoch 1799 | loss: 0.0311348 | val_loss: 0.0311536 | Time: 1654.24 ms
[2021-05-30 02:40:29	                main:581]	:	INFO	:	Epoch 1800 | loss: 0.0311335 | val_loss: 0.0311566 | Time: 1657.21 ms
[2021-05-30 02:40:30	                main:581]	:	INFO	:	Epoch 1801 | loss: 0.0311338 | val_loss: 0.0311528 | Time: 1641.85 ms
[2021-05-30 02:40:32	                main:581]	:	INFO	:	Epoch 1802 | loss: 0.031134 | val_loss: 0.0311545 | Time: 1656.32 ms
[2021-05-30 02:40:33	                main:581]	:	INFO	:	Epoch 1803 | loss: 0.0311357 | val_loss: 0.0311515 | Time: 1665.57 ms
[2021-05-30 02:40:35	                main:581]	:	INFO	:	Epoch 1804 | loss: 0.0311363 | val_loss: 0.0311525 | Time: 1658.69 ms
[2021-05-30 02:40:37	                main:581]	:	INFO	:	Epoch 1805 | loss: 0.0311369 | val_loss: 0.0311538 | Time: 1644.91 ms
[2021-05-30 02:40:38	                main:581]	:	INFO	:	Epoch 1806 | loss: 0.0311361 | val_loss: 0.0311537 | Time: 1657.44 ms
[2021-05-30 02:40:40	                main:581]	:	INFO	:	Epoch 1807 | loss: 0.0311383 | val_loss: 0.0311569 | Time: 1640.24 ms
[2021-05-30 02:40:42	                main:581]	:	INFO	:	Epoch 1808 | loss: 0.0311402 | val_loss: 0.031156 | Time: 1627.72 ms
[2021-05-30 02:40:43	                main:581]	:	INFO	:	Epoch 1809 | loss: 0.031137 | val_loss: 0.0311562 | Time: 1616.22 ms
[2021-05-30 02:40:45	                main:581]	:	INFO	:	Epoch 1810 | loss: 0.0311358 | val_loss: 0.0311544 | Time: 1628.33 ms
[2021-05-30 02:40:47	                main:581]	:	INFO	:	Epoch 1811 | loss: 0.0311358 | val_loss: 0.0311538 | Time: 1645.47 ms
[2021-05-30 02:40:48	                main:581]	:	INFO	:	Epoch 1812 | loss: 0.0311354 | val_loss: 0.0311535 | Time: 1647.27 ms
[2021-05-30 02:40:50	                main:581]	:	INFO	:	Epoch 1813 | loss: 0.0311349 | val_loss: 0.0311536 | Time: 1647.55 ms
[2021-05-30 02:40:52	                main:581]	:	INFO	:	Epoch 1814 | loss: 0.0311365 | val_loss: 0.0311547 | Time: 1647.99 ms
[2021-05-30 02:40:53	                main:581]	:	INFO	:	Epoch 1815 | loss: 0.031136 | val_loss: 0.0311553 | Time: 1647.34 ms
[2021-05-30 02:40:55	                main:581]	:	INFO	:	Epoch 1816 | loss: 0.0311351 | val_loss: 0.0311559 | Time: 1629.69 ms
[2021-05-30 02:40:56	                main:581]	:	INFO	:	Epoch 1817 | loss: 0.0311339 | val_loss: 0.0311516 | Time: 1637.36 ms
[2021-05-30 02:40:58	                main:581]	:	INFO	:	Epoch 1818 | loss: 0.0311339 | val_loss: 0.0311513 | Time: 1644.06 ms
[2021-05-30 02:41:00	                main:581]	:	INFO	:	Epoch 1819 | loss: 0.0311379 | val_loss: 0.0311577 | Time: 1647.4 ms
[2021-05-30 02:41:01	                main:581]	:	INFO	:	Epoch 1820 | loss: 0.0311384 | val_loss: 0.0311524 | Time: 1644.69 ms
[2021-05-30 02:41:03	                main:581]	:	INFO	:	Epoch 1821 | loss: 0.0311357 | val_loss: 0.0311552 | Time: 1648.67 ms
[2021-05-30 02:41:05	                main:581]	:	INFO	:	Epoch 1822 | loss: 0.0311347 | val_loss: 0.0311543 | Time: 1627.5 ms
[2021-05-30 02:41:06	                main:581]	:	INFO	:	Epoch 1823 | loss: 0.0311343 | val_loss: 0.0311568 | Time: 1632.95 ms
[2021-05-30 02:41:08	                main:581]	:	INFO	:	Epoch 1824 | loss: 0.0311325 | val_loss: 0.0311543 | Time: 1636.21 ms
[2021-05-30 02:41:10	                main:581]	:	INFO	:	Epoch 1825 | loss: 0.0311336 | val_loss: 0.0311556 | Time: 1630.84 ms
[2021-05-30 02:41:11	                main:581]	:	INFO	:	Epoch 1826 | loss: 0.0311351 | val_loss: 0.0311542 | Time: 1639.3 ms
[2021-05-30 02:41:13	                main:581]	:	INFO	:	Epoch 1827 | loss: 0.0311354 | val_loss: 0.0311529 | Time: 1637.87 ms
[2021-05-30 02:41:15	                main:581]	:	INFO	:	Epoch 1828 | loss: 0.031133 | val_loss: 0.0311532 | Time: 1640.86 ms
[2021-05-30 02:41:16	                main:581]	:	INFO	:	Epoch 1829 | loss: 0.0311332 | val_loss: 0.0311553 | Time: 1650.38 ms
[2021-05-30 02:41:18	                main:581]	:	INFO	:	Epoch 1830 | loss: 0.0311366 | val_loss: 0.031158 | Time: 1650.12 ms
[2021-05-30 02:41:19	                main:581]	:	INFO	:	Epoch 1831 | loss: 0.0311384 | val_loss: 0.031159 | Time: 1645.33 ms
[2021-05-30 02:41:21	                main:581]	:	INFO	:	Epoch 1832 | loss: 0.0311358 | val_loss: 0.0311545 | Time: 1652.38 ms
[2021-05-30 02:41:23	                main:581]	:	INFO	:	Epoch 1833 | loss: 0.0311371 | val_loss: 0.0311561 | Time: 1650.9 ms
[2021-05-30 02:41:24	                main:581]	:	INFO	:	Epoch 1834 | loss: 0.031138 | val_loss: 0.0311536 | Time: 1648.24 ms
[2021-05-30 02:41:26	                main:581]	:	INFO	:	Epoch 1835 | loss: 0.0311369 | val_loss: 0.0311555 | Time: 1652.01 ms
[2021-05-30 02:41:28	                main:581]	:	INFO	:	Epoch 1836 | loss: 0.0311374 | val_loss: 0.0311541 | Time: 1650.92 ms
[2021-05-30 02:41:29	                main:581]	:	INFO	:	Epoch 1837 | loss: 0.0311344 | val_loss: 0.031151 | Time: 1648.48 ms
[2021-05-30 02:41:31	                main:581]	:	INFO	:	Epoch 1838 | loss: 0.0311337 | val_loss: 0.0311518 | Time: 1649.01 ms
[2021-05-30 02:41:33	                main:581]	:	INFO	:	Epoch 1839 | loss: 0.0311344 | val_loss: 0.03115 | Time: 1648.33 ms
[2021-05-30 02:41:34	                main:581]	:	INFO	:	Epoch 1840 | loss: 0.0311397 | val_loss: 0.0311578 | Time: 1648.95 ms
[2021-05-30 02:41:36	                main:581]	:	INFO	:	Epoch 1841 | loss: 0.0311365 | val_loss: 0.0311514 | Time: 1648.01 ms
[2021-05-30 02:41:38	                main:581]	:	INFO	:	Epoch 1842 | loss: 0.031133 | val_loss: 0.0311503 | Time: 1650.94 ms
[2021-05-30 02:41:39	                main:581]	:	INFO	:	Epoch 1843 | loss: 0.0311321 | val_loss: 0.0311507 | Time: 1665.5 ms
[2021-05-30 02:41:41	                main:581]	:	INFO	:	Epoch 1844 | loss: 0.0311324 | val_loss: 0.031151 | Time: 1643.18 ms
[2021-05-30 02:41:43	                main:581]	:	INFO	:	Epoch 1845 | loss: 0.0311307 | val_loss: 0.0311504 | Time: 1635.5 ms
[2021-05-30 02:41:44	                main:581]	:	INFO	:	Epoch 1846 | loss: 0.0311305 | val_loss: 0.0311527 | Time: 1644.01 ms
[2021-05-30 02:41:46	                main:581]	:	INFO	:	Epoch 1847 | loss: 0.0311292 | val_loss: 0.0311511 | Time: 1657.47 ms
[2021-05-30 02:41:48	                main:581]	:	INFO	:	Epoch 1848 | loss: 0.0311291 | val_loss: 0.0311515 | Time: 1654.23 ms
[2021-05-30 02:41:49	                main:581]	:	INFO	:	Epoch 1849 | loss: 0.0311286 | val_loss: 0.0311515 | Time: 1651.34 ms
[2021-05-30 02:41:51	                main:581]	:	INFO	:	Epoch 1850 | loss: 0.0311281 | val_loss: 0.0311512 | Time: 1648.29 ms
[2021-05-30 02:41:52	                main:581]	:	INFO	:	Epoch 1851 | loss: 0.0311289 | val_loss: 0.0311514 | Time: 1658.18 ms
[2021-05-30 02:41:54	                main:581]	:	INFO	:	Epoch 1852 | loss: 0.0311285 | val_loss: 0.0311543 | Time: 1658.85 ms
[2021-05-30 02:41:56	                main:581]	:	INFO	:	Epoch 1853 | loss: 0.0311281 | val_loss: 0.0311514 | Time: 1659.3 ms
[2021-05-30 02:41:57	                main:581]	:	INFO	:	Epoch 1854 | loss: 0.031128 | val_loss: 0.0311544 | Time: 1665.61 ms
[2021-05-30 02:41:59	                main:581]	:	INFO	:	Epoch 1855 | loss: 0.031128 | val_loss: 0.0311513 | Time: 1646.52 ms
[2021-05-30 02:42:01	                main:581]	:	INFO	:	Epoch 1856 | loss: 0.0311302 | val_loss: 0.0311609 | Time: 1654.65 ms
[2021-05-30 02:42:02	                main:581]	:	INFO	:	Epoch 1857 | loss: 0.0311329 | val_loss: 0.0311542 | Time: 1645.79 ms
[2021-05-30 02:42:04	                main:581]	:	INFO	:	Epoch 1858 | loss: 0.0311271 | val_loss: 0.0311487 | Time: 1638.56 ms
[2021-05-30 02:42:06	                main:581]	:	INFO	:	Epoch 1859 | loss: 0.0311289 | val_loss: 0.0311518 | Time: 1644.15 ms
[2021-05-30 02:42:07	                main:581]	:	INFO	:	Epoch 1860 | loss: 0.0311328 | val_loss: 0.0311487 | Time: 1643.58 ms
[2021-05-30 02:42:09	                main:581]	:	INFO	:	Epoch 1861 | loss: 0.0311332 | val_loss: 0.0311509 | Time: 1647.13 ms
[2021-05-30 02:42:11	                main:581]	:	INFO	:	Epoch 1862 | loss: 0.0311303 | val_loss: 0.0311572 | Time: 1645.57 ms
[2021-05-30 02:42:12	                main:581]	:	INFO	:	Epoch 1863 | loss: 0.0311311 | val_loss: 0.0311497 | Time: 1652.39 ms
[2021-05-30 02:42:14	                main:581]	:	INFO	:	Epoch 1864 | loss: 0.0311295 | val_loss: 0.0311524 | Time: 1644.89 ms
[2021-05-30 02:42:16	                main:581]	:	INFO	:	Epoch 1865 | loss: 0.03113 | val_loss: 0.0311515 | Time: 1655.79 ms
[2021-05-30 02:42:17	                main:581]	:	INFO	:	Epoch 1866 | loss: 0.0311285 | val_loss: 0.0311514 | Time: 1646.05 ms
[2021-05-30 02:42:19	                main:581]	:	INFO	:	Epoch 1867 | loss: 0.0311279 | val_loss: 0.0311487 | Time: 1649.46 ms
[2021-05-30 02:42:21	                main:581]	:	INFO	:	Epoch 1868 | loss: 0.0311268 | val_loss: 0.0311506 | Time: 1646.05 ms
[2021-05-30 02:42:22	                main:581]	:	INFO	:	Epoch 1869 | loss: 0.0311281 | val_loss: 0.0311542 | Time: 1644.77 ms
[2021-05-30 02:42:24	                main:581]	:	INFO	:	Epoch 1870 | loss: 0.0311274 | val_loss: 0.0311516 | Time: 1639.93 ms
[2021-05-30 02:42:25	                main:581]	:	INFO	:	Epoch 1871 | loss: 0.0311267 | val_loss: 0.0311494 | Time: 1628.21 ms
[2021-05-30 02:42:27	                main:581]	:	INFO	:	Epoch 1872 | loss: 0.0311273 | val_loss: 0.0311506 | Time: 1625.8 ms
[2021-05-30 02:42:29	                main:581]	:	INFO	:	Epoch 1873 | loss: 0.0311293 | val_loss: 0.0311513 | Time: 1632.34 ms
[2021-05-30 02:42:30	                main:581]	:	INFO	:	Epoch 1874 | loss: 0.0311318 | val_loss: 0.0311522 | Time: 1642.71 ms
[2021-05-30 02:42:32	                main:581]	:	INFO	:	Epoch 1875 | loss: 0.031129 | val_loss: 0.0311508 | Time: 1642.12 ms
[2021-05-30 02:42:34	                main:581]	:	INFO	:	Epoch 1876 | loss: 0.0311287 | val_loss: 0.031151 | Time: 1644.44 ms
[2021-05-30 02:42:35	                main:581]	:	INFO	:	Epoch 1877 | loss: 0.0311297 | val_loss: 0.0311507 | Time: 1645.26 ms
[2021-05-30 02:42:37	                main:581]	:	INFO	:	Epoch 1878 | loss: 0.0311288 | val_loss: 0.0311511 | Time: 1638.04 ms
[2021-05-30 02:42:39	                main:581]	:	INFO	:	Epoch 1879 | loss: 0.0311271 | val_loss: 0.031148 | Time: 1643.82 ms
[2021-05-30 02:42:40	                main:581]	:	INFO	:	Epoch 1880 | loss: 0.0311274 | val_loss: 0.0311527 | Time: 1646.87 ms
[2021-05-30 02:42:42	                main:581]	:	INFO	:	Epoch 1881 | loss: 0.0311289 | val_loss: 0.0311478 | Time: 1654.48 ms
[2021-05-30 02:42:44	                main:581]	:	INFO	:	Epoch 1882 | loss: 0.0311329 | val_loss: 0.0311493 | Time: 1656.45 ms
[2021-05-30 02:42:45	                main:581]	:	INFO	:	Epoch 1883 | loss: 0.0311334 | val_loss: 0.0311474 | Time: 1647.21 ms
[2021-05-30 02:42:47	                main:581]	:	INFO	:	Epoch 1884 | loss: 0.0311328 | val_loss: 0.031147 | Time: 1665.37 ms
[2021-05-30 02:42:48	                main:581]	:	INFO	:	Epoch 1885 | loss: 0.0311309 | val_loss: 0.0311479 | Time: 1661.05 ms
[2021-05-30 02:42:50	                main:581]	:	INFO	:	Epoch 1886 | loss: 0.0311297 | val_loss: 0.0311503 | Time: 1641.35 ms
[2021-05-30 02:42:52	                main:581]	:	INFO	:	Epoch 1887 | loss: 0.0311281 | val_loss: 0.0311497 | Time: 1644.4 ms
[2021-05-30 02:42:53	                main:581]	:	INFO	:	Epoch 1888 | loss: 0.0311273 | val_loss: 0.0311494 | Time: 1663.04 ms
[2021-05-30 02:42:55	                main:581]	:	INFO	:	Epoch 1889 | loss: 0.031128 | val_loss: 0.0311485 | Time: 1663.06 ms
[2021-05-30 02:42:57	                main:581]	:	INFO	:	Epoch 1890 | loss: 0.03113 | val_loss: 0.0311483 | Time: 1660.69 ms
[2021-05-30 02:42:58	                main:581]	:	INFO	:	Epoch 1891 | loss: 0.0311318 | val_loss: 0.031147 | Time: 1666.46 ms
[2021-05-30 02:43:00	                main:581]	:	INFO	:	Epoch 1892 | loss: 0.031129 | val_loss: 0.0311465 | Time: 1675.72 ms
[2021-05-30 02:43:02	                main:581]	:	INFO	:	Epoch 1893 | loss: 0.0311279 | val_loss: 0.0311478 | Time: 1663.3 ms
[2021-05-30 02:43:03	                main:581]	:	INFO	:	Epoch 1894 | loss: 0.0311279 | val_loss: 0.0311488 | Time: 1662.01 ms
[2021-05-30 02:43:05	                main:581]	:	INFO	:	Epoch 1895 | loss: 0.0311275 | val_loss: 0.031149 | Time: 1662.5 ms
[2021-05-30 02:43:07	                main:581]	:	INFO	:	Epoch 1896 | loss: 0.0311296 | val_loss: 0.0311476 | Time: 1665.66 ms
[2021-05-30 02:43:08	                main:581]	:	INFO	:	Epoch 1897 | loss: 0.0311285 | val_loss: 0.0311509 | Time: 1633.35 ms
[2021-05-30 02:43:10	                main:581]	:	INFO	:	Epoch 1898 | loss: 0.031129 | val_loss: 0.0311465 | Time: 1643.54 ms
[2021-05-30 02:43:12	                main:581]	:	INFO	:	Epoch 1899 | loss: 0.0311279 | val_loss: 0.0311482 | Time: 1649.07 ms
[2021-05-30 02:43:13	                main:581]	:	INFO	:	Epoch 1900 | loss: 0.0311285 | val_loss: 0.0311495 | Time: 1676.18 ms
[2021-05-30 02:43:15	                main:581]	:	INFO	:	Epoch 1901 | loss: 0.0311271 | val_loss: 0.0311538 | Time: 1671.82 ms
[2021-05-30 02:43:17	                main:581]	:	INFO	:	Epoch 1902 | loss: 0.0311266 | val_loss: 0.0311479 | Time: 1672.75 ms
[2021-05-30 02:43:18	                main:581]	:	INFO	:	Epoch 1903 | loss: 0.0311263 | val_loss: 0.0311513 | Time: 1676.95 ms
[2021-05-30 02:43:20	                main:581]	:	INFO	:	Epoch 1904 | loss: 0.0311262 | val_loss: 0.0311507 | Time: 1674.35 ms
[2021-05-30 02:43:22	                main:581]	:	INFO	:	Epoch 1905 | loss: 0.0311349 | val_loss: 0.0311541 | Time: 1673.13 ms
[2021-05-30 02:43:23	                main:581]	:	INFO	:	Epoch 1906 | loss: 0.031137 | val_loss: 0.0311517 | Time: 1638.07 ms
[2021-05-30 02:43:25	                main:581]	:	INFO	:	Epoch 1907 | loss: 0.0311363 | val_loss: 0.03115 | Time: 1632.54 ms
[2021-05-30 02:43:27	                main:581]	:	INFO	:	Epoch 1908 | loss: 0.0311341 | val_loss: 0.0311509 | Time: 1643.27 ms
[2021-05-30 02:43:28	                main:581]	:	INFO	:	Epoch 1909 | loss: 0.0311335 | val_loss: 0.0311534 | Time: 1643.72 ms
[2021-05-30 02:43:30	                main:581]	:	INFO	:	Epoch 1910 | loss: 0.0311331 | val_loss: 0.0311508 | Time: 1644.91 ms
[2021-05-30 02:43:32	                main:581]	:	INFO	:	Epoch 1911 | loss: 0.031137 | val_loss: 0.0311576 | Time: 1649.03 ms
[2021-05-30 02:43:33	                main:581]	:	INFO	:	Epoch 1912 | loss: 0.0311543 | val_loss: 0.0311613 | Time: 1653.62 ms
[2021-05-30 02:43:35	                main:581]	:	INFO	:	Epoch 1913 | loss: 0.0311525 | val_loss: 0.0311601 | Time: 1647.5 ms
[2021-05-30 02:43:37	                main:581]	:	INFO	:	Epoch 1914 | loss: 0.0311521 | val_loss: 0.0311559 | Time: 1632.34 ms
[2021-05-30 02:43:38	                main:581]	:	INFO	:	Epoch 1915 | loss: 0.031149 | val_loss: 0.0311585 | Time: 1653.47 ms
[2021-05-30 02:43:40	                main:581]	:	INFO	:	Epoch 1916 | loss: 0.0311506 | val_loss: 0.0311622 | Time: 1652.57 ms
[2021-05-30 02:43:41	                main:581]	:	INFO	:	Epoch 1917 | loss: 0.0311484 | val_loss: 0.031154 | Time: 1649.22 ms
[2021-05-30 02:43:43	                main:581]	:	INFO	:	Epoch 1918 | loss: 0.0311453 | val_loss: 0.0311529 | Time: 1658.98 ms
[2021-05-30 02:43:45	                main:581]	:	INFO	:	Epoch 1919 | loss: 0.0311432 | val_loss: 0.0311554 | Time: 1642.72 ms
[2021-05-30 02:43:46	                main:581]	:	INFO	:	Epoch 1920 | loss: 0.0311445 | val_loss: 0.0311557 | Time: 1645.43 ms
[2021-05-30 02:43:48	                main:581]	:	INFO	:	Epoch 1921 | loss: 0.0311422 | val_loss: 0.0311524 | Time: 1643.65 ms
[2021-05-30 02:43:50	                main:581]	:	INFO	:	Epoch 1922 | loss: 0.0311406 | val_loss: 0.0311532 | Time: 1636.23 ms
[2021-05-30 02:43:51	                main:581]	:	INFO	:	Epoch 1923 | loss: 0.0311424 | val_loss: 0.0311528 | Time: 1644.19 ms
[2021-05-30 02:43:53	                main:581]	:	INFO	:	Epoch 1924 | loss: 0.0311401 | val_loss: 0.031153 | Time: 1651.03 ms
[2021-05-30 02:43:55	                main:581]	:	INFO	:	Epoch 1925 | loss: 0.0311413 | val_loss: 0.0311574 | Time: 1640.76 ms
[2021-05-30 02:43:56	                main:581]	:	INFO	:	Epoch 1926 | loss: 0.0311411 | val_loss: 0.0311578 | Time: 1639.09 ms
[2021-05-30 02:43:58	                main:581]	:	INFO	:	Epoch 1927 | loss: 0.0311401 | val_loss: 0.0311578 | Time: 1619.72 ms
[2021-05-30 02:44:00	                main:581]	:	INFO	:	Epoch 1928 | loss: 0.031141 | val_loss: 0.0311547 | Time: 1640.53 ms
[2021-05-30 02:44:01	                main:581]	:	INFO	:	Epoch 1929 | loss: 0.0311381 | val_loss: 0.0311508 | Time: 1663.63 ms
[2021-05-30 02:44:03	                main:581]	:	INFO	:	Epoch 1930 | loss: 0.0311375 | val_loss: 0.0311533 | Time: 1667.43 ms
[2021-05-30 02:44:05	                main:581]	:	INFO	:	Epoch 1931 | loss: 0.0311367 | val_loss: 0.031148 | Time: 1663.28 ms
[2021-05-30 02:44:06	                main:581]	:	INFO	:	Epoch 1932 | loss: 0.0311364 | val_loss: 0.0311502 | Time: 1664.44 ms
[2021-05-30 02:44:08	                main:581]	:	INFO	:	Epoch 1933 | loss: 0.0311354 | val_loss: 0.0311526 | Time: 1665.12 ms
[2021-05-30 02:44:10	                main:581]	:	INFO	:	Epoch 1934 | loss: 0.0311398 | val_loss: 0.0311534 | Time: 1659.99 ms
[2021-05-30 02:44:11	                main:581]	:	INFO	:	Epoch 1935 | loss: 0.031137 | val_loss: 0.0311519 | Time: 1663.23 ms
[2021-05-30 02:44:13	                main:581]	:	INFO	:	Epoch 1936 | loss: 0.0311359 | val_loss: 0.0311496 | Time: 1661.78 ms
[2021-05-30 02:44:15	                main:581]	:	INFO	:	Epoch 1937 | loss: 0.0311352 | val_loss: 0.031149 | Time: 1660.08 ms
[2021-05-30 02:44:16	                main:581]	:	INFO	:	Epoch 1938 | loss: 0.0311333 | val_loss: 0.0311482 | Time: 1666.66 ms
[2021-05-30 02:44:18	                main:581]	:	INFO	:	Epoch 1939 | loss: 0.0311325 | val_loss: 0.0311472 | Time: 1664.8 ms
[2021-05-30 02:44:19	                main:581]	:	INFO	:	Epoch 1940 | loss: 0.0311328 | val_loss: 0.0311515 | Time: 1644.86 ms
[2021-05-30 02:44:21	                main:581]	:	INFO	:	Epoch 1941 | loss: 0.0311352 | val_loss: 0.0311554 | Time: 1648.66 ms
[2021-05-30 02:44:23	                main:581]	:	INFO	:	Epoch 1942 | loss: 0.0311346 | val_loss: 0.0311529 | Time: 1631.16 ms
[2021-05-30 02:44:24	                main:581]	:	INFO	:	Epoch 1943 | loss: 0.031134 | val_loss: 0.0311483 | Time: 1636.07 ms
[2021-05-30 02:44:26	                main:581]	:	INFO	:	Epoch 1944 | loss: 0.0311309 | val_loss: 0.0311479 | Time: 1630.79 ms
[2021-05-30 02:44:28	                main:581]	:	INFO	:	Epoch 1945 | loss: 0.0311306 | val_loss: 0.0311491 | Time: 1647.19 ms
[2021-05-30 02:44:29	                main:581]	:	INFO	:	Epoch 1946 | loss: 0.0311315 | val_loss: 0.0311501 | Time: 1650.77 ms
[2021-05-30 02:44:31	                main:581]	:	INFO	:	Epoch 1947 | loss: 0.0311328 | val_loss: 0.0311527 | Time: 1660.82 ms
[2021-05-30 02:44:33	                main:581]	:	INFO	:	Epoch 1948 | loss: 0.0311309 | val_loss: 0.0311531 | Time: 1662.99 ms
[2021-05-30 02:44:34	                main:581]	:	INFO	:	Epoch 1949 | loss: 0.0311307 | val_loss: 0.0311511 | Time: 1653.4 ms
[2021-05-30 02:44:36	                main:581]	:	INFO	:	Epoch 1950 | loss: 0.03113 | val_loss: 0.0311526 | Time: 1662.91 ms
[2021-05-30 02:44:38	                main:581]	:	INFO	:	Epoch 1951 | loss: 0.031134 | val_loss: 0.0311611 | Time: 1658.85 ms
[2021-05-30 02:44:39	                main:581]	:	INFO	:	Epoch 1952 | loss: 0.031151 | val_loss: 0.0311609 | Time: 1652.55 ms
[2021-05-30 02:44:41	                main:581]	:	INFO	:	Epoch 1953 | loss: 0.0311498 | val_loss: 0.0311538 | Time: 1642.88 ms
[2021-05-30 02:44:43	                main:581]	:	INFO	:	Epoch 1954 | loss: 0.0311469 | val_loss: 0.031158 | Time: 1641.67 ms
[2021-05-30 02:44:44	                main:581]	:	INFO	:	Epoch 1955 | loss: 0.031147 | val_loss: 0.031156 | Time: 1634.27 ms
[2021-05-30 02:44:46	                main:581]	:	INFO	:	Epoch 1956 | loss: 0.0311443 | val_loss: 0.0311527 | Time: 1637.78 ms
[2021-05-30 02:44:47	                main:581]	:	INFO	:	Epoch 1957 | loss: 0.0311425 | val_loss: 0.0311526 | Time: 1642.55 ms
[2021-05-30 02:44:49	                main:581]	:	INFO	:	Epoch 1958 | loss: 0.0311406 | val_loss: 0.0311521 | Time: 1635.7 ms
[2021-05-30 02:44:51	                main:581]	:	INFO	:	Epoch 1959 | loss: 0.0311412 | val_loss: 0.0311514 | Time: 1639.25 ms
[2021-05-30 02:44:52	                main:581]	:	INFO	:	Epoch 1960 | loss: 0.0311413 | val_loss: 0.0311526 | Time: 1640.68 ms
[2021-05-30 02:44:54	                main:581]	:	INFO	:	Epoch 1961 | loss: 0.0311402 | val_loss: 0.031151 | Time: 1637.25 ms
[2021-05-30 02:44:56	                main:581]	:	INFO	:	Epoch 1962 | loss: 0.0311394 | val_loss: 0.0311522 | Time: 1633.2 ms
[2021-05-30 02:44:57	                main:581]	:	INFO	:	Epoch 1963 | loss: 0.0311383 | val_loss: 0.0311524 | Time: 1642.57 ms
[2021-05-30 02:44:59	                main:581]	:	INFO	:	Epoch 1964 | loss: 0.0311376 | val_loss: 0.031151 | Time: 1644.33 ms
[2021-05-30 02:45:01	                main:581]	:	INFO	:	Epoch 1965 | loss: 0.0311371 | val_loss: 0.0311504 | Time: 1667.31 ms
[2021-05-30 02:45:02	                main:581]	:	INFO	:	Epoch 1966 | loss: 0.0311357 | val_loss: 0.0311503 | Time: 1649.26 ms
[2021-05-30 02:45:04	                main:581]	:	INFO	:	Epoch 1967 | loss: 0.0311359 | val_loss: 0.0311492 | Time: 1644.29 ms
[2021-05-30 02:45:06	                main:581]	:	INFO	:	Epoch 1968 | loss: 0.0311352 | val_loss: 0.031152 | Time: 1644.32 ms
[2021-05-30 02:45:07	                main:581]	:	INFO	:	Epoch 1969 | loss: 0.0311362 | val_loss: 0.0311487 | Time: 1635.83 ms
[2021-05-30 02:45:09	                main:581]	:	INFO	:	Epoch 1970 | loss: 0.0311372 | val_loss: 0.0311484 | Time: 1649.04 ms
[2021-05-30 02:45:10	                main:581]	:	INFO	:	Epoch 1971 | loss: 0.0311367 | val_loss: 0.0311504 | Time: 1642.45 ms
[2021-05-30 02:45:12	                main:581]	:	INFO	:	Epoch 1972 | loss: 0.0311354 | val_loss: 0.0311509 | Time: 1628.56 ms
[2021-05-30 02:45:14	                main:581]	:	INFO	:	Epoch 1973 | loss: 0.0311366 | val_loss: 0.0311527 | Time: 1632.01 ms
[2021-05-30 02:45:15	                main:581]	:	INFO	:	Epoch 1974 | loss: 0.0311361 | val_loss: 0.0311511 | Time: 1649.11 ms
[2021-05-30 02:45:17	                main:581]	:	INFO	:	Epoch 1975 | loss: 0.0311358 | val_loss: 0.0311496 | Time: 1648.16 ms
[2021-05-30 02:45:19	                main:581]	:	INFO	:	Epoch 1976 | loss: 0.0311353 | val_loss: 0.0311497 | Time: 1651.46 ms
[2021-05-30 02:45:20	                main:581]	:	INFO	:	Epoch 1977 | loss: 0.0311353 | val_loss: 0.0311506 | Time: 1650.87 ms
[2021-05-30 02:45:22	                main:581]	:	INFO	:	Epoch 1978 | loss: 0.0311357 | val_loss: 0.0311507 | Time: 1656.02 ms
[2021-05-30 02:45:24	                main:581]	:	INFO	:	Epoch 1979 | loss: 0.0311362 | val_loss: 0.031153 | Time: 1663.36 ms
[2021-05-30 02:45:25	                main:581]	:	INFO	:	Epoch 1980 | loss: 0.0311371 | val_loss: 0.0311502 | Time: 1634.08 ms
[2021-05-30 02:45:27	                main:581]	:	INFO	:	Epoch 1981 | loss: 0.0311354 | val_loss: 0.0311511 | Time: 1644.04 ms
[2021-05-30 02:45:29	                main:581]	:	INFO	:	Epoch 1982 | loss: 0.0311352 | val_loss: 0.0311494 | Time: 1654.03 ms
[2021-05-30 02:45:30	                main:581]	:	INFO	:	Epoch 1983 | loss: 0.0311335 | val_loss: 0.0311488 | Time: 1646.42 ms
[2021-05-30 02:45:32	                main:581]	:	INFO	:	Epoch 1984 | loss: 0.0311349 | val_loss: 0.0311492 | Time: 1645.92 ms
[2021-05-30 02:45:34	                main:581]	:	INFO	:	Epoch 1985 | loss: 0.0311332 | val_loss: 0.0311493 | Time: 1631.69 ms
[2021-05-30 02:45:35	                main:581]	:	INFO	:	Epoch 1986 | loss: 0.0311324 | val_loss: 0.0311473 | Time: 1643.26 ms
[2021-05-30 02:45:37	                main:581]	:	INFO	:	Epoch 1987 | loss: 0.0311316 | val_loss: 0.0311471 | Time: 1634.77 ms
[2021-05-30 02:45:38	                main:581]	:	INFO	:	Epoch 1988 | loss: 0.0311321 | val_loss: 0.0311477 | Time: 1649.96 ms
[2021-05-30 02:45:40	                main:581]	:	INFO	:	Epoch 1989 | loss: 0.0311328 | val_loss: 0.0311484 | Time: 1645.06 ms
[2021-05-30 02:45:42	                main:581]	:	INFO	:	Epoch 1990 | loss: 0.0311324 | val_loss: 0.0311474 | Time: 1650.54 ms
[2021-05-30 02:45:43	                main:581]	:	INFO	:	Epoch 1991 | loss: 0.0311315 | val_loss: 0.031149 | Time: 1651.87 ms
[2021-05-30 02:45:45	                main:581]	:	INFO	:	Epoch 1992 | loss: 0.031132 | val_loss: 0.0311486 | Time: 1651.94 ms
[2021-05-30 02:45:47	                main:581]	:	INFO	:	Epoch 1993 | loss: 0.0311321 | val_loss: 0.0311467 | Time: 1673.58 ms
[2021-05-30 02:45:48	                main:581]	:	INFO	:	Epoch 1994 | loss: 0.0311322 | val_loss: 0.0311478 | Time: 1669.66 ms
[2021-05-30 02:45:50	                main:581]	:	INFO	:	Epoch 1995 | loss: 0.0311314 | val_loss: 0.0311493 | Time: 1675.94 ms
[2021-05-30 02:45:52	                main:581]	:	INFO	:	Epoch 1996 | loss: 0.0311307 | val_loss: 0.0311501 | Time: 1673.59 ms
[2021-05-30 02:45:53	                main:581]	:	INFO	:	Epoch 1997 | loss: 0.0311305 | val_loss: 0.0311487 | Time: 1673.62 ms
[2021-05-30 02:45:55	                main:581]	:	INFO	:	Epoch 1998 | loss: 0.0311312 | val_loss: 0.0311483 | Time: 1668.57 ms
[2021-05-30 02:45:57	                main:581]	:	INFO	:	Epoch 1999 | loss: 0.0311328 | val_loss: 0.0311471 | Time: 1646.04 ms
[2021-05-30 02:45:58	                main:581]	:	INFO	:	Epoch 2000 | loss: 0.0311323 | val_loss: 0.0311474 | Time: 1632.19 ms
[2021-05-30 02:46:00	                main:581]	:	INFO	:	Epoch 2001 | loss: 0.0311345 | val_loss: 0.0311518 | Time: 1655.76 ms
[2021-05-30 02:46:02	                main:581]	:	INFO	:	Epoch 2002 | loss: 0.0311324 | val_loss: 0.0311524 | Time: 1643.93 ms
[2021-05-30 02:46:03	                main:581]	:	INFO	:	Epoch 2003 | loss: 0.0311322 | val_loss: 0.0311476 | Time: 1640.23 ms
[2021-05-30 02:46:05	                main:581]	:	INFO	:	Epoch 2004 | loss: 0.0311309 | val_loss: 0.0311516 | Time: 1646.8 ms
[2021-05-30 02:46:07	                main:581]	:	INFO	:	Epoch 2005 | loss: 0.0311314 | val_loss: 0.0311489 | Time: 1638.52 ms
[2021-05-30 02:46:08	                main:581]	:	INFO	:	Epoch 2006 | loss: 0.0311322 | val_loss: 0.031149 | Time: 1622.97 ms
[2021-05-30 02:46:10	                main:581]	:	INFO	:	Epoch 2007 | loss: 0.0311319 | val_loss: 0.0311478 | Time: 1630.65 ms
[2021-05-30 02:46:11	                main:581]	:	INFO	:	Epoch 2008 | loss: 0.0311325 | val_loss: 0.0311476 | Time: 1639.57 ms
[2021-05-30 02:46:13	                main:581]	:	INFO	:	Epoch 2009 | loss: 0.0311299 | val_loss: 0.0311494 | Time: 1651.26 ms
[2021-05-30 02:46:15	                main:581]	:	INFO	:	Epoch 2010 | loss: 0.0311338 | val_loss: 0.0311593 | Time: 1654.8 ms
[2021-05-30 02:46:16	                main:581]	:	INFO	:	Epoch 2011 | loss: 0.0311345 | val_loss: 0.031152 | Time: 1653.34 ms
[2021-05-30 02:46:18	                main:581]	:	INFO	:	Epoch 2012 | loss: 0.0311324 | val_loss: 0.0311468 | Time: 1656.85 ms
[2021-05-30 02:46:20	                main:581]	:	INFO	:	Epoch 2013 | loss: 0.0311298 | val_loss: 0.0311515 | Time: 1649.11 ms
[2021-05-30 02:46:21	                main:581]	:	INFO	:	Epoch 2014 | loss: 0.0311304 | val_loss: 0.0311452 | Time: 1653.05 ms
[2021-05-30 02:46:23	                main:581]	:	INFO	:	Epoch 2015 | loss: 0.0311299 | val_loss: 0.0311476 | Time: 1660.86 ms
[2021-05-30 02:46:25	                main:581]	:	INFO	:	Epoch 2016 | loss: 0.0311291 | val_loss: 0.0311454 | Time: 1657.41 ms
[2021-05-30 02:46:26	                main:581]	:	INFO	:	Epoch 2017 | loss: 0.0311291 | val_loss: 0.0311493 | Time: 1656.04 ms
[2021-05-30 02:46:28	                main:581]	:	INFO	:	Epoch 2018 | loss: 0.0311312 | val_loss: 0.0311474 | Time: 1654.31 ms
[2021-05-30 02:46:30	                main:581]	:	INFO	:	Epoch 2019 | loss: 0.0311329 | val_loss: 0.0311481 | Time: 1658.24 ms
[2021-05-30 02:46:31	                main:581]	:	INFO	:	Epoch 2020 | loss: 0.031133 | val_loss: 0.0311469 | Time: 1659.71 ms
[2021-05-30 02:46:33	                main:581]	:	INFO	:	Epoch 2021 | loss: 0.0311316 | val_loss: 0.0311491 | Time: 1653.94 ms
[2021-05-30 02:46:35	                main:581]	:	INFO	:	Epoch 2022 | loss: 0.0311314 | val_loss: 0.031148 | Time: 1655.85 ms
[2021-05-30 02:46:36	                main:581]	:	INFO	:	Epoch 2023 | loss: 0.0311303 | val_loss: 0.0311461 | Time: 1660.16 ms
[2021-05-30 02:46:38	                main:581]	:	INFO	:	Epoch 2024 | loss: 0.0311307 | val_loss: 0.0311456 | Time: 1629.58 ms
[2021-05-30 02:46:40	                main:581]	:	INFO	:	Epoch 2025 | loss: 0.0311295 | val_loss: 0.0311457 | Time: 1630.7 ms
[2021-05-30 02:46:41	                main:581]	:	INFO	:	Epoch 2026 | loss: 0.0311296 | val_loss: 0.031145 | Time: 1636.6 ms
[2021-05-30 02:46:43	                main:581]	:	INFO	:	Epoch 2027 | loss: 0.0311296 | val_loss: 0.0311449 | Time: 1633.39 ms
[2021-05-30 02:46:44	                main:581]	:	INFO	:	Epoch 2028 | loss: 0.0311297 | val_loss: 0.0311472 | Time: 1635.73 ms
[2021-05-30 02:46:46	                main:581]	:	INFO	:	Epoch 2029 | loss: 0.0311296 | val_loss: 0.0311463 | Time: 1618.63 ms
[2021-05-30 02:46:48	                main:581]	:	INFO	:	Epoch 2030 | loss: 0.0311297 | val_loss: 0.0311451 | Time: 1639.3 ms
[2021-05-30 02:46:49	                main:581]	:	INFO	:	Epoch 2031 | loss: 0.0311303 | val_loss: 0.0311476 | Time: 1627.5 ms
[2021-05-30 02:46:51	                main:581]	:	INFO	:	Epoch 2032 | loss: 0.0311302 | val_loss: 0.0311496 | Time: 1657.92 ms
[2021-05-30 02:46:53	                main:581]	:	INFO	:	Epoch 2033 | loss: 0.0311355 | val_loss: 0.0311482 | Time: 1651.87 ms
[2021-05-30 02:46:54	                main:581]	:	INFO	:	Epoch 2034 | loss: 0.0311364 | val_loss: 0.0311532 | Time: 1641.88 ms
[2021-05-30 02:46:56	                main:581]	:	INFO	:	Epoch 2035 | loss: 0.0311351 | val_loss: 0.0311519 | Time: 1635.16 ms
[2021-05-30 02:46:58	                main:581]	:	INFO	:	Epoch 2036 | loss: 0.0311343 | val_loss: 0.031149 | Time: 1637.22 ms
[2021-05-30 02:46:59	                main:581]	:	INFO	:	Epoch 2037 | loss: 0.0311336 | val_loss: 0.0311499 | Time: 1599.19 ms
[2021-05-30 02:47:01	                main:581]	:	INFO	:	Epoch 2038 | loss: 0.0311327 | val_loss: 0.0311492 | Time: 1636.67 ms
[2021-05-30 02:47:02	                main:581]	:	INFO	:	Epoch 2039 | loss: 0.0311322 | val_loss: 0.0311489 | Time: 1645.35 ms
[2021-05-30 02:47:04	                main:581]	:	INFO	:	Epoch 2040 | loss: 0.0311322 | val_loss: 0.0311486 | Time: 1647.14 ms
[2021-05-30 02:47:06	                main:581]	:	INFO	:	Epoch 2041 | loss: 0.0311312 | val_loss: 0.0311496 | Time: 1643.71 ms
[2021-05-30 02:47:07	                main:581]	:	INFO	:	Epoch 2042 | loss: 0.0311305 | val_loss: 0.0311469 | Time: 1639.58 ms
[2021-05-30 02:47:09	                main:581]	:	INFO	:	Epoch 2043 | loss: 0.0311307 | val_loss: 0.0311486 | Time: 1641.66 ms
[2021-05-30 02:47:11	                main:581]	:	INFO	:	Epoch 2044 | loss: 0.03113 | val_loss: 0.0311501 | Time: 1650.93 ms
[2021-05-30 02:47:12	                main:581]	:	INFO	:	Epoch 2045 | loss: 0.0311315 | val_loss: 0.0311493 | Time: 1633.89 ms
[2021-05-30 02:47:14	                main:581]	:	INFO	:	Epoch 2046 | loss: 0.0311321 | val_loss: 0.0311505 | Time: 1628.07 ms
[2021-05-30 02:47:16	                main:581]	:	INFO	:	Epoch 2047 | loss: 0.031132 | val_loss: 0.031151 | Time: 1624.02 ms
[2021-05-30 02:47:17	                main:581]	:	INFO	:	Epoch 2048 | loss: 0.0311297 | val_loss: 0.0311483 | Time: 1625.25 ms
[2021-05-30 02:47:17	                main:604]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0311483
[2021-05-30 02:47:17	                main:610]	:	INFO	:	Saving end state to config to file
[2021-05-30 02:47:17	                main:615]	:	INFO	:	Success, exiting..
02:47:17 (1115307): 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)