Task 7746929

Name ParityModified-1631733126-9388-2_2
Workunit 5240980
Created 1 Oct 2021, 18:30:27 UTC
Sent 2 Oct 2021, 4:21:58 UTC
Report deadline 9 Oct 2021, 4:21:58 UTC
Received 2 Oct 2021, 12:56:03 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 13012
Run time 50 min 19 sec
CPU time 50 min 14 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 6,566.90 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.80 (cuda10200)
x86_64-pc-linux-gnu
Peak working set size 1.82 GB
Peak swap size 13.41 GB
Peak disk usage 2.98 GB

Stderr output

<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
poch 1526 | loss: 0.0309589 | val_loss: 0.0310525 | Time: 1453.13 ms
[2021-10-02 07:42:59	                main:581]	:	INFO	:	Epoch 1527 | loss: 0.0309545 | val_loss: 0.0310441 | Time: 1441.1 ms
[2021-10-02 07:43:00	                main:581]	:	INFO	:	Epoch 1528 | loss: 0.0309536 | val_loss: 0.0310548 | Time: 1453.61 ms
[2021-10-02 07:43:02	                main:581]	:	INFO	:	Epoch 1529 | loss: 0.0309489 | val_loss: 0.0310418 | Time: 1471.24 ms
[2021-10-02 07:43:03	                main:581]	:	INFO	:	Epoch 1530 | loss: 0.0309476 | val_loss: 0.0310485 | Time: 1451.11 ms
[2021-10-02 07:43:05	                main:581]	:	INFO	:	Epoch 1531 | loss: 0.0309587 | val_loss: 0.0310596 | Time: 1470.38 ms
[2021-10-02 07:43:06	                main:581]	:	INFO	:	Epoch 1532 | loss: 0.0309531 | val_loss: 0.031082 | Time: 1450.48 ms
[2021-10-02 07:43:07	                main:581]	:	INFO	:	Epoch 1533 | loss: 0.0309424 | val_loss: 0.0310571 | Time: 1465.38 ms
[2021-10-02 07:43:09	                main:581]	:	INFO	:	Epoch 1534 | loss: 0.0309404 | val_loss: 0.0310506 | Time: 1459.92 ms
[2021-10-02 07:43:10	                main:581]	:	INFO	:	Epoch 1535 | loss: 0.0309455 | val_loss: 0.0310626 | Time: 1467.21 ms
[2021-10-02 07:43:12	                main:581]	:	INFO	:	Epoch 1536 | loss: 0.0309455 | val_loss: 0.0310601 | Time: 1443.49 ms
[2021-10-02 07:43:13	                main:581]	:	INFO	:	Epoch 1537 | loss: 0.0309468 | val_loss: 0.0310558 | Time: 1476.33 ms
[2021-10-02 07:43:15	                main:581]	:	INFO	:	Epoch 1538 | loss: 0.0309401 | val_loss: 0.0310382 | Time: 1478.91 ms
[2021-10-02 07:43:16	                main:581]	:	INFO	:	Epoch 1539 | loss: 0.0309503 | val_loss: 0.0310555 | Time: 1484.01 ms
[2021-10-02 07:43:18	                main:581]	:	INFO	:	Epoch 1540 | loss: 0.0309512 | val_loss: 0.0310439 | Time: 1454.63 ms
[2021-10-02 07:43:19	                main:581]	:	INFO	:	Epoch 1541 | loss: 0.0309521 | val_loss: 0.0310589 | Time: 1460.22 ms
[2021-10-02 07:43:21	                main:581]	:	INFO	:	Epoch 1542 | loss: 0.0309491 | val_loss: 0.0310732 | Time: 1462.77 ms
[2021-10-02 07:43:22	                main:581]	:	INFO	:	Epoch 1543 | loss: 0.0309534 | val_loss: 0.0310558 | Time: 1481.56 ms
[2021-10-02 07:43:24	                main:581]	:	INFO	:	Epoch 1544 | loss: 0.0309569 | val_loss: 0.0310644 | Time: 1478.93 ms
[2021-10-02 07:43:25	                main:581]	:	INFO	:	Epoch 1545 | loss: 0.0309459 | val_loss: 0.0310489 | Time: 1443.65 ms
[2021-10-02 07:43:27	                main:581]	:	INFO	:	Epoch 1546 | loss: 0.0309418 | val_loss: 0.0310771 | Time: 1464.52 ms
[2021-10-02 07:43:28	                main:581]	:	INFO	:	Epoch 1547 | loss: 0.0309348 | val_loss: 0.0310564 | Time: 1472.67 ms
[2021-10-02 07:43:29	                main:581]	:	INFO	:	Epoch 1548 | loss: 0.030934 | val_loss: 0.0310592 | Time: 1442.91 ms
[2021-10-02 07:43:31	                main:581]	:	INFO	:	Epoch 1549 | loss: 0.0309345 | val_loss: 0.0310502 | Time: 1456.05 ms
[2021-10-02 07:43:32	                main:581]	:	INFO	:	Epoch 1550 | loss: 0.0309344 | val_loss: 0.0310592 | Time: 1467.2 ms
[2021-10-02 07:43:34	                main:581]	:	INFO	:	Epoch 1551 | loss: 0.0309386 | val_loss: 0.0310647 | Time: 1460.4 ms
[2021-10-02 07:43:35	                main:581]	:	INFO	:	Epoch 1552 | loss: 0.0309632 | val_loss: 0.0310581 | Time: 1478.67 ms
[2021-10-02 07:43:37	                main:581]	:	INFO	:	Epoch 1553 | loss: 0.0309592 | val_loss: 0.0310507 | Time: 1454.42 ms
[2021-10-02 07:43:38	                main:581]	:	INFO	:	Epoch 1554 | loss: 0.0309526 | val_loss: 0.0310592 | Time: 1473.63 ms
[2021-10-02 07:43:40	                main:581]	:	INFO	:	Epoch 1555 | loss: 0.0309529 | val_loss: 0.0310556 | Time: 1456.69 ms
[2021-10-02 07:43:41	                main:581]	:	INFO	:	Epoch 1556 | loss: 0.0309492 | val_loss: 0.0310518 | Time: 1427.56 ms
[2021-10-02 07:43:43	                main:581]	:	INFO	:	Epoch 1557 | loss: 0.0309471 | val_loss: 0.0310473 | Time: 1462.59 ms
[2021-10-02 07:43:44	                main:581]	:	INFO	:	Epoch 1558 | loss: 0.0309411 | val_loss: 0.0310558 | Time: 1440.5 ms
[2021-10-02 07:43:46	                main:581]	:	INFO	:	Epoch 1559 | loss: 0.0309427 | val_loss: 0.0310507 | Time: 1490.03 ms
[2021-10-02 07:43:47	                main:581]	:	INFO	:	Epoch 1560 | loss: 0.0309558 | val_loss: 0.0310349 | Time: 1443.72 ms
[2021-10-02 07:43:48	                main:581]	:	INFO	:	Epoch 1561 | loss: 0.0309633 | val_loss: 0.031037 | Time: 1442.03 ms
[2021-10-02 07:43:50	                main:581]	:	INFO	:	Epoch 1562 | loss: 0.0309529 | val_loss: 0.0310426 | Time: 1485.71 ms
[2021-10-02 07:43:51	                main:581]	:	INFO	:	Epoch 1563 | loss: 0.0309472 | val_loss: 0.0310392 | Time: 1480.4 ms
[2021-10-02 07:43:53	                main:581]	:	INFO	:	Epoch 1564 | loss: 0.0309515 | val_loss: 0.0310601 | Time: 1450.97 ms
[2021-10-02 07:43:54	                main:581]	:	INFO	:	Epoch 1565 | loss: 0.030947 | val_loss: 0.0310457 | Time: 1478.38 ms
[2021-10-02 07:43:56	                main:581]	:	INFO	:	Epoch 1566 | loss: 0.0309521 | val_loss: 0.0310348 | Time: 1470.8 ms
[2021-10-02 07:43:57	                main:581]	:	INFO	:	Epoch 1567 | loss: 0.0309469 | val_loss: 0.0310551 | Time: 1444.82 ms
[2021-10-02 07:43:59	                main:581]	:	INFO	:	Epoch 1568 | loss: 0.0309395 | val_loss: 0.031065 | Time: 1439.72 ms
[2021-10-02 07:44:00	                main:581]	:	INFO	:	Epoch 1569 | loss: 0.0309365 | val_loss: 0.0310457 | Time: 1460.71 ms
[2021-10-02 07:44:02	                main:581]	:	INFO	:	Epoch 1570 | loss: 0.0309344 | val_loss: 0.0310598 | Time: 1460.96 ms
[2021-10-02 07:44:03	                main:581]	:	INFO	:	Epoch 1571 | loss: 0.0309289 | val_loss: 0.0310488 | Time: 1456.62 ms
[2021-10-02 07:44:05	                main:581]	:	INFO	:	Epoch 1572 | loss: 0.0309345 | val_loss: 0.0310462 | Time: 1493.4 ms
[2021-10-02 07:44:06	                main:581]	:	INFO	:	Epoch 1573 | loss: 0.030948 | val_loss: 0.0310454 | Time: 1464.44 ms
[2021-10-02 07:44:07	                main:581]	:	INFO	:	Epoch 1574 | loss: 0.0309466 | val_loss: 0.0310586 | Time: 1441.06 ms
[2021-10-02 07:44:09	                main:581]	:	INFO	:	Epoch 1575 | loss: 0.0309379 | val_loss: 0.0310632 | Time: 1485.43 ms
[2021-10-02 07:44:10	                main:581]	:	INFO	:	Epoch 1576 | loss: 0.0309347 | val_loss: 0.0310684 | Time: 1455.17 ms
[2021-10-02 07:44:12	                main:581]	:	INFO	:	Epoch 1577 | loss: 0.0309966 | val_loss: 0.0310696 | Time: 1444.88 ms
[2021-10-02 07:44:13	                main:581]	:	INFO	:	Epoch 1578 | loss: 0.0309825 | val_loss: 0.031049 | Time: 1442.5 ms
[2021-10-02 07:44:15	                main:581]	:	INFO	:	Epoch 1579 | loss: 0.0309682 | val_loss: 0.0310401 | Time: 1435.67 ms
[2021-10-02 07:44:16	                main:581]	:	INFO	:	Epoch 1580 | loss: 0.0309562 | val_loss: 0.0310537 | Time: 1445.75 ms
[2021-10-02 07:44:18	                main:581]	:	INFO	:	Epoch 1581 | loss: 0.03101 | val_loss: 0.0310643 | Time: 1458.59 ms
[2021-10-02 07:44:19	                main:581]	:	INFO	:	Epoch 1582 | loss: 0.0310044 | val_loss: 0.0310586 | Time: 1478.57 ms
[2021-10-02 07:44:21	                main:581]	:	INFO	:	Epoch 1583 | loss: 0.0309746 | val_loss: 0.0310423 | Time: 1474.28 ms
[2021-10-02 07:44:22	                main:581]	:	INFO	:	Epoch 1584 | loss: 0.0309692 | val_loss: 0.0310355 | Time: 1468.02 ms
[2021-10-02 07:44:24	                main:581]	:	INFO	:	Epoch 1585 | loss: 0.0309648 | val_loss: 0.0310381 | Time: 1486.77 ms
[2021-10-02 07:44:25	                main:581]	:	INFO	:	Epoch 1586 | loss: 0.0309515 | val_loss: 0.0310301 | Time: 1468.55 ms
[2021-10-02 07:44:26	                main:581]	:	INFO	:	Epoch 1587 | loss: 0.0309511 | val_loss: 0.031036 | Time: 1490.88 ms
[2021-10-02 07:44:28	                main:581]	:	INFO	:	Epoch 1588 | loss: 0.0309453 | val_loss: 0.031047 | Time: 1469.56 ms
[2021-10-02 07:44:29	                main:581]	:	INFO	:	Epoch 1589 | loss: 0.0309416 | val_loss: 0.0310441 | Time: 1486.24 ms
[2021-10-02 07:44:31	                main:581]	:	INFO	:	Epoch 1590 | loss: 0.0309451 | val_loss: 0.0310354 | Time: 1452.47 ms
[2021-10-02 07:44:32	                main:581]	:	INFO	:	Epoch 1591 | loss: 0.0309521 | val_loss: 0.0310715 | Time: 1448.6 ms
[2021-10-02 07:44:34	                main:581]	:	INFO	:	Epoch 1592 | loss: 0.0309428 | val_loss: 0.0310405 | Time: 1430.96 ms
[2021-10-02 07:44:35	                main:581]	:	INFO	:	Epoch 1593 | loss: 0.0309437 | val_loss: 0.0310604 | Time: 1448.76 ms
[2021-10-02 07:44:37	                main:581]	:	INFO	:	Epoch 1594 | loss: 0.0309406 | val_loss: 0.0310334 | Time: 1484.56 ms
[2021-10-02 07:44:38	                main:581]	:	INFO	:	Epoch 1595 | loss: 0.0309443 | val_loss: 0.0310583 | Time: 1424.44 ms
[2021-10-02 07:44:40	                main:581]	:	INFO	:	Epoch 1596 | loss: 0.0309426 | val_loss: 0.0310375 | Time: 1447.73 ms
[2021-10-02 07:44:41	                main:581]	:	INFO	:	Epoch 1597 | loss: 0.0309569 | val_loss: 0.0310669 | Time: 1447.46 ms
[2021-10-02 07:44:42	                main:581]	:	INFO	:	Epoch 1598 | loss: 0.0309463 | val_loss: 0.0310579 | Time: 1451.37 ms
[2021-10-02 07:44:44	                main:581]	:	INFO	:	Epoch 1599 | loss: 0.0309441 | val_loss: 0.0310389 | Time: 1469.72 ms
[2021-10-02 07:44:45	                main:581]	:	INFO	:	Epoch 1600 | loss: 0.0309428 | val_loss: 0.03107 | Time: 1441.37 ms
[2021-10-02 07:44:47	                main:581]	:	INFO	:	Epoch 1601 | loss: 0.0309402 | val_loss: 0.0310431 | Time: 1500.4 ms
[2021-10-02 07:44:48	                main:581]	:	INFO	:	Epoch 1602 | loss: 0.0309359 | val_loss: 0.0310629 | Time: 1468.5 ms
[2021-10-02 07:44:50	                main:581]	:	INFO	:	Epoch 1603 | loss: 0.0309453 | val_loss: 0.0310347 | Time: 1467.79 ms
[2021-10-02 07:44:51	                main:581]	:	INFO	:	Epoch 1604 | loss: 0.0309409 | val_loss: 0.0310306 | Time: 1492.57 ms
[2021-10-02 07:44:53	                main:581]	:	INFO	:	Epoch 1605 | loss: 0.0309338 | val_loss: 0.0310539 | Time: 1469.21 ms
[2021-10-02 07:44:54	                main:581]	:	INFO	:	Epoch 1606 | loss: 0.0309319 | val_loss: 0.0310477 | Time: 1460.88 ms
[2021-10-02 07:44:56	                main:581]	:	INFO	:	Epoch 1607 | loss: 0.0309339 | val_loss: 0.0310521 | Time: 1448.5 ms
[2021-10-02 07:44:57	                main:581]	:	INFO	:	Epoch 1608 | loss: 0.0309334 | val_loss: 0.0310552 | Time: 1491.77 ms
[2021-10-02 07:44:59	                main:581]	:	INFO	:	Epoch 1609 | loss: 0.0309368 | val_loss: 0.0310429 | Time: 1466.08 ms
[2021-10-02 07:45:00	                main:581]	:	INFO	:	Epoch 1610 | loss: 0.0309308 | val_loss: 0.0310411 | Time: 1475.65 ms
[2021-10-02 07:45:02	                main:581]	:	INFO	:	Epoch 1611 | loss: 0.0309377 | val_loss: 0.0310641 | Time: 1477.06 ms
[2021-10-02 07:45:03	                main:581]	:	INFO	:	Epoch 1612 | loss: 0.0309576 | val_loss: 0.0310517 | Time: 1439.03 ms
[2021-10-02 07:45:04	                main:581]	:	INFO	:	Epoch 1613 | loss: 0.0309907 | val_loss: 0.0310611 | Time: 1443.48 ms
[2021-10-02 07:45:06	                main:581]	:	INFO	:	Epoch 1614 | loss: 0.0309814 | val_loss: 0.0310476 | Time: 1461.3 ms
[2021-10-02 07:45:07	                main:581]	:	INFO	:	Epoch 1615 | loss: 0.0310034 | val_loss: 0.0310575 | Time: 1452.05 ms
[2021-10-02 07:45:09	                main:581]	:	INFO	:	Epoch 1616 | loss: 0.0309958 | val_loss: 0.0310465 | Time: 1464.8 ms
[2021-10-02 07:45:10	                main:581]	:	INFO	:	Epoch 1617 | loss: 0.030983 | val_loss: 0.0310368 | Time: 1428.72 ms
[2021-10-02 07:45:12	                main:581]	:	INFO	:	Epoch 1618 | loss: 0.0309804 | val_loss: 0.0310478 | Time: 1458.39 ms
[2021-10-02 07:45:13	                main:581]	:	INFO	:	Epoch 1619 | loss: 0.0309789 | val_loss: 0.0310299 | Time: 1438.89 ms
[2021-10-02 07:45:15	                main:581]	:	INFO	:	Epoch 1620 | loss: 0.0309601 | val_loss: 0.0310511 | Time: 1466.78 ms
[2021-10-02 07:45:16	                main:581]	:	INFO	:	Epoch 1621 | loss: 0.0309525 | val_loss: 0.0310378 | Time: 1446.93 ms
[2021-10-02 07:45:18	                main:581]	:	INFO	:	Epoch 1622 | loss: 0.0309503 | val_loss: 0.0310409 | Time: 1446.78 ms
[2021-10-02 07:45:19	                main:581]	:	INFO	:	Epoch 1623 | loss: 0.0309496 | val_loss: 0.0310385 | Time: 1452.37 ms
[2021-10-02 07:45:20	                main:581]	:	INFO	:	Epoch 1624 | loss: 0.0309382 | val_loss: 0.0310345 | Time: 1453.97 ms
[2021-10-02 07:45:22	                main:581]	:	INFO	:	Epoch 1625 | loss: 0.0309365 | val_loss: 0.031037 | Time: 1469.62 ms
[2021-10-02 07:45:23	                main:581]	:	INFO	:	Epoch 1626 | loss: 0.03094 | val_loss: 0.0310324 | Time: 1450.64 ms
[2021-10-02 07:45:25	                main:581]	:	INFO	:	Epoch 1627 | loss: 0.0309366 | val_loss: 0.0310261 | Time: 1447.11 ms
[2021-10-02 07:45:26	                main:581]	:	INFO	:	Epoch 1628 | loss: 0.0309253 | val_loss: 0.0310409 | Time: 1474.22 ms
[2021-10-02 07:45:28	                main:581]	:	INFO	:	Epoch 1629 | loss: 0.0309268 | val_loss: 0.0310335 | Time: 1451.09 ms
[2021-10-02 07:45:29	                main:581]	:	INFO	:	Epoch 1630 | loss: 0.0309239 | val_loss: 0.0310299 | Time: 1454.16 ms
[2021-10-02 07:45:31	                main:581]	:	INFO	:	Epoch 1631 | loss: 0.0309245 | val_loss: 0.0310487 | Time: 1436.91 ms
[2021-10-02 07:45:32	                main:581]	:	INFO	:	Epoch 1632 | loss: 0.0309239 | val_loss: 0.0310357 | Time: 1461.17 ms
[2021-10-02 07:45:34	                main:581]	:	INFO	:	Epoch 1633 | loss: 0.0309183 | val_loss: 0.0310424 | Time: 1476.65 ms
[2021-10-02 07:45:35	                main:581]	:	INFO	:	Epoch 1634 | loss: 0.0309186 | val_loss: 0.0310319 | Time: 1462.92 ms
[2021-10-02 07:45:37	                main:581]	:	INFO	:	Epoch 1635 | loss: 0.0309208 | val_loss: 0.0310412 | Time: 1465.05 ms
[2021-10-02 07:45:38	                main:581]	:	INFO	:	Epoch 1636 | loss: 0.0309288 | val_loss: 0.0310366 | Time: 1474.34 ms
[2021-10-02 07:45:39	                main:581]	:	INFO	:	Epoch 1637 | loss: 0.0309328 | val_loss: 0.0310289 | Time: 1461.58 ms
[2021-10-02 07:45:41	                main:581]	:	INFO	:	Epoch 1638 | loss: 0.0309251 | val_loss: 0.0310514 | Time: 1456.54 ms
[2021-10-02 07:45:42	                main:581]	:	INFO	:	Epoch 1639 | loss: 0.0309691 | val_loss: 0.0310398 | Time: 1457.27 ms
[2021-10-02 07:45:44	                main:581]	:	INFO	:	Epoch 1640 | loss: 0.0309645 | val_loss: 0.0310293 | Time: 1468.73 ms
[2021-10-02 07:45:45	                main:581]	:	INFO	:	Epoch 1641 | loss: 0.0309573 | val_loss: 0.031025 | Time: 1457.63 ms
[2021-10-02 07:45:47	                main:581]	:	INFO	:	Epoch 1642 | loss: 0.0309472 | val_loss: 0.0310268 | Time: 1422.73 ms
[2021-10-02 07:45:48	                main:581]	:	INFO	:	Epoch 1643 | loss: 0.030961 | val_loss: 0.0310319 | Time: 1468.75 ms
[2021-10-02 07:45:50	                main:581]	:	INFO	:	Epoch 1644 | loss: 0.0309492 | val_loss: 0.0310337 | Time: 1470.52 ms
[2021-10-02 07:45:51	                main:581]	:	INFO	:	Epoch 1645 | loss: 0.0309513 | val_loss: 0.0310295 | Time: 1459.82 ms
[2021-10-02 07:45:53	                main:581]	:	INFO	:	Epoch 1646 | loss: 0.0309435 | val_loss: 0.0310248 | Time: 1448.36 ms
[2021-10-02 07:45:54	                main:581]	:	INFO	:	Epoch 1647 | loss: 0.0309338 | val_loss: 0.031027 | Time: 1486.33 ms
[2021-10-02 07:45:56	                main:581]	:	INFO	:	Epoch 1648 | loss: 0.0309259 | val_loss: 0.0310227 | Time: 1461.68 ms
[2021-10-02 07:45:57	                main:581]	:	INFO	:	Epoch 1649 | loss: 0.0309483 | val_loss: 0.0310488 | Time: 1450.87 ms
[2021-10-02 07:45:58	                main:581]	:	INFO	:	Epoch 1650 | loss: 0.0309571 | val_loss: 0.0310411 | Time: 1445.64 ms
[2021-10-02 07:46:00	                main:581]	:	INFO	:	Epoch 1651 | loss: 0.0309492 | val_loss: 0.0310164 | Time: 1453.15 ms
[2021-10-02 07:46:01	                main:581]	:	INFO	:	Epoch 1652 | loss: 0.0309353 | val_loss: 0.0310246 | Time: 1470.96 ms
[2021-10-02 07:46:03	                main:581]	:	INFO	:	Epoch 1653 | loss: 0.0309271 | val_loss: 0.0310276 | Time: 1449.7 ms
[2021-10-02 07:46:04	                main:581]	:	INFO	:	Epoch 1654 | loss: 0.0309254 | val_loss: 0.0310263 | Time: 1463.78 ms
[2021-10-02 07:46:06	                main:581]	:	INFO	:	Epoch 1655 | loss: 0.0309319 | val_loss: 0.0310471 | Time: 1523.03 ms
[2021-10-02 07:46:07	                main:581]	:	INFO	:	Epoch 1656 | loss: 0.030922 | val_loss: 0.0310327 | Time: 1452.89 ms
[2021-10-02 07:46:09	                main:581]	:	INFO	:	Epoch 1657 | loss: 0.0309204 | val_loss: 0.0310349 | Time: 1451.59 ms
[2021-10-02 07:46:10	                main:581]	:	INFO	:	Epoch 1658 | loss: 0.030926 | val_loss: 0.0310288 | Time: 1437.02 ms
[2021-10-02 07:46:12	                main:581]	:	INFO	:	Epoch 1659 | loss: 0.030923 | val_loss: 0.031037 | Time: 1418.25 ms
[2021-10-02 07:46:13	                main:581]	:	INFO	:	Epoch 1660 | loss: 0.0309233 | val_loss: 0.0310347 | Time: 1473.27 ms
[2021-10-02 07:46:14	                main:581]	:	INFO	:	Epoch 1661 | loss: 0.0309211 | val_loss: 0.0310308 | Time: 1442.52 ms
[2021-10-02 07:46:16	                main:581]	:	INFO	:	Epoch 1662 | loss: 0.0309161 | val_loss: 0.0310338 | Time: 1451.7 ms
[2021-10-02 07:46:17	                main:581]	:	INFO	:	Epoch 1663 | loss: 0.0309214 | val_loss: 0.0310292 | Time: 1460.38 ms
[2021-10-02 07:46:19	                main:581]	:	INFO	:	Epoch 1664 | loss: 0.0309295 | val_loss: 0.0310479 | Time: 1450.57 ms
[2021-10-02 07:46:20	                main:581]	:	INFO	:	Epoch 1665 | loss: 0.0309242 | val_loss: 0.0310392 | Time: 1457.38 ms
[2021-10-02 07:46:22	                main:581]	:	INFO	:	Epoch 1666 | loss: 0.0309291 | val_loss: 0.0310247 | Time: 1473.89 ms
[2021-10-02 07:46:23	                main:581]	:	INFO	:	Epoch 1667 | loss: 0.0309213 | val_loss: 0.0310239 | Time: 1471.22 ms
[2021-10-02 07:46:25	                main:581]	:	INFO	:	Epoch 1668 | loss: 0.0309325 | val_loss: 0.031042 | Time: 1452.9 ms
[2021-10-02 07:46:26	                main:581]	:	INFO	:	Epoch 1669 | loss: 0.0309291 | val_loss: 0.0310275 | Time: 1466.99 ms
[2021-10-02 07:46:28	                main:581]	:	INFO	:	Epoch 1670 | loss: 0.0309193 | val_loss: 0.0310251 | Time: 1459.57 ms
[2021-10-02 07:46:29	                main:581]	:	INFO	:	Epoch 1671 | loss: 0.0309188 | val_loss: 0.031038 | Time: 1432.02 ms
[2021-10-02 07:46:30	                main:581]	:	INFO	:	Epoch 1672 | loss: 0.0309184 | val_loss: 0.0310358 | Time: 1470.85 ms
[2021-10-02 07:46:32	                main:581]	:	INFO	:	Epoch 1673 | loss: 0.030932 | val_loss: 0.0310251 | Time: 1465.46 ms
[2021-10-02 07:46:33	                main:581]	:	INFO	:	Epoch 1674 | loss: 0.0309217 | val_loss: 0.0310521 | Time: 1461 ms
[2021-10-02 07:46:35	                main:581]	:	INFO	:	Epoch 1675 | loss: 0.0309184 | val_loss: 0.0310263 | Time: 1446.28 ms
[2021-10-02 07:46:36	                main:581]	:	INFO	:	Epoch 1676 | loss: 0.030923 | val_loss: 0.0310337 | Time: 1471.85 ms
[2021-10-02 07:46:38	                main:581]	:	INFO	:	Epoch 1677 | loss: 0.0309238 | val_loss: 0.0310255 | Time: 1445.74 ms
[2021-10-02 07:46:39	                main:581]	:	INFO	:	Epoch 1678 | loss: 0.0309132 | val_loss: 0.0310411 | Time: 1434.21 ms
[2021-10-02 07:46:41	                main:581]	:	INFO	:	Epoch 1679 | loss: 0.0309142 | val_loss: 0.0310211 | Time: 1453.74 ms
[2021-10-02 07:46:42	                main:581]	:	INFO	:	Epoch 1680 | loss: 0.0309386 | val_loss: 0.0310413 | Time: 1455.42 ms
[2021-10-02 07:46:44	                main:581]	:	INFO	:	Epoch 1681 | loss: 0.0309365 | val_loss: 0.0310281 | Time: 1478.79 ms
[2021-10-02 07:46:45	                main:581]	:	INFO	:	Epoch 1682 | loss: 0.0309257 | val_loss: 0.0310303 | Time: 1468.29 ms
[2021-10-02 07:46:47	                main:581]	:	INFO	:	Epoch 1683 | loss: 0.0309549 | val_loss: 0.0310519 | Time: 1435.43 ms
[2021-10-02 07:46:48	                main:581]	:	INFO	:	Epoch 1684 | loss: 0.0309665 | val_loss: 0.0310258 | Time: 1498.62 ms
[2021-10-02 07:46:49	                main:581]	:	INFO	:	Epoch 1685 | loss: 0.0309462 | val_loss: 0.0310174 | Time: 1458.97 ms
[2021-10-02 07:46:51	                main:581]	:	INFO	:	Epoch 1686 | loss: 0.0309405 | val_loss: 0.0310253 | Time: 1438.89 ms
[2021-10-02 07:46:52	                main:581]	:	INFO	:	Epoch 1687 | loss: 0.0309238 | val_loss: 0.0310243 | Time: 1473.15 ms
[2021-10-02 07:46:54	                main:581]	:	INFO	:	Epoch 1688 | loss: 0.0309328 | val_loss: 0.0310299 | Time: 1465.2 ms
[2021-10-02 07:46:55	                main:581]	:	INFO	:	Epoch 1689 | loss: 0.0309292 | val_loss: 0.0310242 | Time: 1436.25 ms
[2021-10-02 07:46:57	                main:581]	:	INFO	:	Epoch 1690 | loss: 0.0309455 | val_loss: 0.0310514 | Time: 1442.63 ms
[2021-10-02 07:46:58	                main:581]	:	INFO	:	Epoch 1691 | loss: 0.0309642 | val_loss: 0.0310211 | Time: 1478.53 ms
[2021-10-02 07:47:00	                main:581]	:	INFO	:	Epoch 1692 | loss: 0.0309365 | val_loss: 0.0310349 | Time: 1474 ms
[2021-10-02 07:47:01	                main:581]	:	INFO	:	Epoch 1693 | loss: 0.0309305 | val_loss: 0.0310271 | Time: 1447.82 ms
[2021-10-02 07:47:03	                main:581]	:	INFO	:	Epoch 1694 | loss: 0.0309441 | val_loss: 0.0310166 | Time: 1436.1 ms
[2021-10-02 07:47:04	                main:581]	:	INFO	:	Epoch 1695 | loss: 0.0309416 | val_loss: 0.031012 | Time: 1448.21 ms
[2021-10-02 07:47:05	                main:581]	:	INFO	:	Epoch 1696 | loss: 0.0309419 | val_loss: 0.0310284 | Time: 1457.38 ms
[2021-10-02 07:47:07	                main:581]	:	INFO	:	Epoch 1697 | loss: 0.03093 | val_loss: 0.0310397 | Time: 1454.28 ms
[2021-10-02 07:47:08	                main:581]	:	INFO	:	Epoch 1698 | loss: 0.0309279 | val_loss: 0.0310265 | Time: 1439.64 ms
[2021-10-02 07:47:10	                main:581]	:	INFO	:	Epoch 1699 | loss: 0.0309231 | val_loss: 0.0310258 | Time: 1457.71 ms
[2021-10-02 07:47:11	                main:581]	:	INFO	:	Epoch 1700 | loss: 0.0309197 | val_loss: 0.0310502 | Time: 1476.9 ms
[2021-10-02 07:47:13	                main:581]	:	INFO	:	Epoch 1701 | loss: 0.0309291 | val_loss: 0.0310181 | Time: 1453.28 ms
[2021-10-02 07:47:14	                main:581]	:	INFO	:	Epoch 1702 | loss: 0.0309216 | val_loss: 0.0310354 | Time: 1449.65 ms
[2021-10-02 07:47:16	                main:581]	:	INFO	:	Epoch 1703 | loss: 0.0309172 | val_loss: 0.0310296 | Time: 1454.78 ms
[2021-10-02 07:47:17	                main:581]	:	INFO	:	Epoch 1704 | loss: 0.0309283 | val_loss: 0.0310422 | Time: 1462.31 ms
[2021-10-02 07:47:19	                main:581]	:	INFO	:	Epoch 1705 | loss: 0.0309295 | val_loss: 0.0310301 | Time: 1436.07 ms
[2021-10-02 07:47:20	                main:581]	:	INFO	:	Epoch 1706 | loss: 0.0309364 | val_loss: 0.0310365 | Time: 1451.69 ms
[2021-10-02 07:47:21	                main:581]	:	INFO	:	Epoch 1707 | loss: 0.0309229 | val_loss: 0.0310177 | Time: 1445.13 ms
[2021-10-02 07:47:23	                main:581]	:	INFO	:	Epoch 1708 | loss: 0.0309254 | val_loss: 0.0310178 | Time: 1454.61 ms
[2021-10-02 07:47:24	                main:581]	:	INFO	:	Epoch 1709 | loss: 0.0309283 | val_loss: 0.0310225 | Time: 1439 ms
[2021-10-02 07:47:26	                main:581]	:	INFO	:	Epoch 1710 | loss: 0.0309326 | val_loss: 0.0310218 | Time: 1448.08 ms
[2021-10-02 07:47:27	                main:581]	:	INFO	:	Epoch 1711 | loss: 0.0309342 | val_loss: 0.0310192 | Time: 1451.17 ms
[2021-10-02 07:47:29	                main:581]	:	INFO	:	Epoch 1712 | loss: 0.0309305 | val_loss: 0.0310353 | Time: 1483.54 ms
[2021-10-02 07:47:30	                main:581]	:	INFO	:	Epoch 1713 | loss: 0.0309333 | val_loss: 0.0310175 | Time: 1452.8 ms
[2021-10-02 07:47:32	                main:581]	:	INFO	:	Epoch 1714 | loss: 0.0309283 | val_loss: 0.0310182 | Time: 1457.19 ms
[2021-10-02 07:47:33	                main:581]	:	INFO	:	Epoch 1715 | loss: 0.0309225 | val_loss: 0.0310331 | Time: 1462.29 ms
[2021-10-02 07:47:35	                main:581]	:	INFO	:	Epoch 1716 | loss: 0.0309196 | val_loss: 0.0310204 | Time: 1460.8 ms
[2021-10-02 07:47:36	                main:581]	:	INFO	:	Epoch 1717 | loss: 0.0309147 | val_loss: 0.0310552 | Time: 1461.24 ms
[2021-10-02 07:47:37	                main:581]	:	INFO	:	Epoch 1718 | loss: 0.0309108 | val_loss: 0.0310383 | Time: 1453.14 ms
[2021-10-02 07:47:39	                main:581]	:	INFO	:	Epoch 1719 | loss: 0.0309114 | val_loss: 0.0310276 | Time: 1471.13 ms
[2021-10-02 07:47:40	                main:581]	:	INFO	:	Epoch 1720 | loss: 0.030906 | val_loss: 0.0310316 | Time: 1443.65 ms
[2021-10-02 07:47:42	                main:581]	:	INFO	:	Epoch 1721 | loss: 0.0309103 | val_loss: 0.0310236 | Time: 1455.7 ms
[2021-10-02 07:47:43	                main:581]	:	INFO	:	Epoch 1722 | loss: 0.0309113 | val_loss: 0.0310483 | Time: 1463.8 ms
[2021-10-02 07:47:45	                main:581]	:	INFO	:	Epoch 1723 | loss: 0.0309105 | val_loss: 0.0310224 | Time: 1456.07 ms
[2021-10-02 07:47:46	                main:581]	:	INFO	:	Epoch 1724 | loss: 0.0309125 | val_loss: 0.0310453 | Time: 1446.36 ms
[2021-10-02 07:47:48	                main:581]	:	INFO	:	Epoch 1725 | loss: 0.0309127 | val_loss: 0.0310359 | Time: 1479.24 ms
[2021-10-02 07:47:49	                main:581]	:	INFO	:	Epoch 1726 | loss: 0.0309126 | val_loss: 0.0310264 | Time: 1465.15 ms
[2021-10-02 07:47:51	                main:581]	:	INFO	:	Epoch 1727 | loss: 0.0309187 | val_loss: 0.0310402 | Time: 1670.93 ms
[2021-10-02 07:47:52	                main:581]	:	INFO	:	Epoch 1728 | loss: 0.0309208 | val_loss: 0.0310217 | Time: 1541.44 ms
[2021-10-02 07:47:54	                main:581]	:	INFO	:	Epoch 1729 | loss: 0.0309259 | val_loss: 0.0310353 | Time: 1457.64 ms
[2021-10-02 07:47:55	                main:581]	:	INFO	:	Epoch 1730 | loss: 0.0309263 | val_loss: 0.0310334 | Time: 1481.11 ms
[2021-10-02 07:47:57	                main:581]	:	INFO	:	Epoch 1731 | loss: 0.0309922 | val_loss: 0.031088 | Time: 1630.8 ms
[2021-10-02 07:47:58	                main:581]	:	INFO	:	Epoch 1732 | loss: 0.0310052 | val_loss: 0.0310352 | Time: 1479.68 ms
[2021-10-02 07:48:00	                main:581]	:	INFO	:	Epoch 1733 | loss: 0.0309713 | val_loss: 0.0310222 | Time: 1495.94 ms
[2021-10-02 07:48:01	                main:581]	:	INFO	:	Epoch 1734 | loss: 0.0309564 | val_loss: 0.0310204 | Time: 1473.79 ms
[2021-10-02 07:48:03	                main:581]	:	INFO	:	Epoch 1735 | loss: 0.0309436 | val_loss: 0.0310283 | Time: 1491.25 ms
[2021-10-02 07:48:04	                main:581]	:	INFO	:	Epoch 1736 | loss: 0.030963 | val_loss: 0.0310274 | Time: 1474.69 ms
[2021-10-02 07:48:06	                main:581]	:	INFO	:	Epoch 1737 | loss: 0.030949 | val_loss: 0.0310116 | Time: 1501.03 ms
[2021-10-02 07:48:08	                main:581]	:	INFO	:	Epoch 1738 | loss: 0.0309415 | val_loss: 0.031036 | Time: 1652.22 ms
[2021-10-02 07:48:09	                main:581]	:	INFO	:	Epoch 1739 | loss: 0.0309305 | val_loss: 0.0310092 | Time: 1681.95 ms
[2021-10-02 07:48:11	                main:581]	:	INFO	:	Epoch 1740 | loss: 0.0309208 | val_loss: 0.0310434 | Time: 1459.64 ms
[2021-10-02 07:48:12	                main:581]	:	INFO	:	Epoch 1741 | loss: 0.0309226 | val_loss: 0.0310421 | Time: 1460.26 ms
[2021-10-02 07:48:14	                main:581]	:	INFO	:	Epoch 1742 | loss: 0.0309373 | val_loss: 0.0310286 | Time: 1465.75 ms
[2021-10-02 07:48:15	                main:581]	:	INFO	:	Epoch 1743 | loss: 0.0309477 | val_loss: 0.0310185 | Time: 1446.55 ms
[2021-10-02 07:48:16	                main:581]	:	INFO	:	Epoch 1744 | loss: 0.0309621 | val_loss: 0.0310231 | Time: 1455.45 ms
[2021-10-02 07:48:18	                main:581]	:	INFO	:	Epoch 1745 | loss: 0.0309444 | val_loss: 0.031004 | Time: 1454.96 ms
[2021-10-02 07:48:19	                main:581]	:	INFO	:	Epoch 1746 | loss: 0.0309328 | val_loss: 0.0310128 | Time: 1444.83 ms
[2021-10-02 07:48:21	                main:581]	:	INFO	:	Epoch 1747 | loss: 0.0309436 | val_loss: 0.0310444 | Time: 1443.25 ms
[2021-10-02 07:48:22	                main:581]	:	INFO	:	Epoch 1748 | loss: 0.0309573 | val_loss: 0.0310156 | Time: 1665.4 ms
[2021-10-02 07:48:24	                main:581]	:	INFO	:	Epoch 1749 | loss: 0.0309418 | val_loss: 0.0310044 | Time: 1526.08 ms
[2021-10-02 07:48:25	                main:581]	:	INFO	:	Epoch 1750 | loss: 0.0309296 | val_loss: 0.0310076 | Time: 1468.71 ms
[2021-10-02 07:48:27	                main:581]	:	INFO	:	Epoch 1751 | loss: 0.030924 | val_loss: 0.0310088 | Time: 1463.55 ms
[2021-10-02 07:48:28	                main:581]	:	INFO	:	Epoch 1752 | loss: 0.0309313 | val_loss: 0.0310121 | Time: 1459.44 ms
[2021-10-02 07:48:30	                main:581]	:	INFO	:	Epoch 1753 | loss: 0.0309254 | val_loss: 0.0309985 | Time: 1456.43 ms
[2021-10-02 07:48:31	                main:581]	:	INFO	:	Epoch 1754 | loss: 0.0309286 | val_loss: 0.0310065 | Time: 1476.57 ms
[2021-10-02 07:48:33	                main:581]	:	INFO	:	Epoch 1755 | loss: 0.030938 | val_loss: 0.0310076 | Time: 1474.41 ms
[2021-10-02 07:48:34	                main:581]	:	INFO	:	Epoch 1756 | loss: 0.0309468 | val_loss: 0.0309994 | Time: 1458.13 ms
[2021-10-02 07:48:36	                main:581]	:	INFO	:	Epoch 1757 | loss: 0.0309246 | val_loss: 0.0309999 | Time: 1461.89 ms
[2021-10-02 07:48:37	                main:581]	:	INFO	:	Epoch 1758 | loss: 0.0309182 | val_loss: 0.0309946 | Time: 1428.39 ms
[2021-10-02 07:48:39	                main:581]	:	INFO	:	Epoch 1759 | loss: 0.030925 | val_loss: 0.031001 | Time: 1476.19 ms
[2021-10-02 07:48:40	                main:581]	:	INFO	:	Epoch 1760 | loss: 0.0309187 | val_loss: 0.0309944 | Time: 1441.71 ms
[2021-10-02 07:48:42	                main:581]	:	INFO	:	Epoch 1761 | loss: 0.0309224 | val_loss: 0.0309939 | Time: 1437.61 ms
[2021-10-02 07:48:43	                main:581]	:	INFO	:	Epoch 1762 | loss: 0.0309318 | val_loss: 0.0310057 | Time: 1454.77 ms
[2021-10-02 07:48:44	                main:581]	:	INFO	:	Epoch 1763 | loss: 0.0309241 | val_loss: 0.0310106 | Time: 1454.36 ms
[2021-10-02 07:48:46	                main:581]	:	INFO	:	Epoch 1764 | loss: 0.0309147 | val_loss: 0.0309919 | Time: 1463.52 ms
[2021-10-02 07:48:47	                main:581]	:	INFO	:	Epoch 1765 | loss: 0.0309126 | val_loss: 0.0310092 | Time: 1472.02 ms
[2021-10-02 07:48:49	                main:581]	:	INFO	:	Epoch 1766 | loss: 0.0309146 | val_loss: 0.0309989 | Time: 1449.5 ms
[2021-10-02 07:48:50	                main:581]	:	INFO	:	Epoch 1767 | loss: 0.0309044 | val_loss: 0.0309943 | Time: 1436.58 ms
[2021-10-02 07:48:52	                main:581]	:	INFO	:	Epoch 1768 | loss: 0.0308971 | val_loss: 0.0309961 | Time: 1456.21 ms
[2021-10-02 07:48:53	                main:581]	:	INFO	:	Epoch 1769 | loss: 0.0308984 | val_loss: 0.0310121 | Time: 1472.42 ms
[2021-10-02 07:48:55	                main:581]	:	INFO	:	Epoch 1770 | loss: 0.0309081 | val_loss: 0.0310113 | Time: 1446.02 ms
[2021-10-02 07:48:56	                main:581]	:	INFO	:	Epoch 1771 | loss: 0.03091 | val_loss: 0.0310081 | Time: 1621.34 ms
[2021-10-02 07:48:58	                main:581]	:	INFO	:	Epoch 1772 | loss: 0.030912 | val_loss: 0.0309928 | Time: 1491.89 ms
[2021-10-02 07:48:59	                main:581]	:	INFO	:	Epoch 1773 | loss: 0.0309148 | val_loss: 0.0310134 | Time: 1445.74 ms
[2021-10-02 07:49:01	                main:581]	:	INFO	:	Epoch 1774 | loss: 0.0309048 | val_loss: 0.0310033 | Time: 1485.29 ms
[2021-10-02 07:49:02	                main:581]	:	INFO	:	Epoch 1775 | loss: 0.0309142 | val_loss: 0.0310174 | Time: 1471.88 ms
[2021-10-02 07:49:04	                main:581]	:	INFO	:	Epoch 1776 | loss: 0.0309193 | val_loss: 0.0309907 | Time: 1459.09 ms
[2021-10-02 07:49:05	                main:581]	:	INFO	:	Epoch 1777 | loss: 0.0309033 | val_loss: 0.0309998 | Time: 1455.33 ms
[2021-10-02 07:49:07	                main:581]	:	INFO	:	Epoch 1778 | loss: 0.0309046 | val_loss: 0.0310047 | Time: 1450.96 ms
[2021-10-02 07:49:08	                main:581]	:	INFO	:	Epoch 1779 | loss: 0.0308986 | val_loss: 0.0310063 | Time: 1462.4 ms
[2021-10-02 07:49:09	                main:581]	:	INFO	:	Epoch 1780 | loss: 0.0308929 | val_loss: 0.0310107 | Time: 1461.53 ms
[2021-10-02 07:49:11	                main:581]	:	INFO	:	Epoch 1781 | loss: 0.0309037 | val_loss: 0.0310075 | Time: 1453.23 ms
[2021-10-02 07:49:12	                main:581]	:	INFO	:	Epoch 1782 | loss: 0.0309041 | val_loss: 0.0310072 | Time: 1513.35 ms
[2021-10-02 07:49:14	                main:581]	:	INFO	:	Epoch 1783 | loss: 0.0309015 | val_loss: 0.0310094 | Time: 1439.64 ms
[2021-10-02 07:49:15	                main:581]	:	INFO	:	Epoch 1784 | loss: 0.0309068 | val_loss: 0.0309942 | Time: 1465.21 ms
[2021-10-02 07:49:17	                main:581]	:	INFO	:	Epoch 1785 | loss: 0.0309047 | val_loss: 0.0310084 | Time: 1476.55 ms
[2021-10-02 07:49:18	                main:581]	:	INFO	:	Epoch 1786 | loss: 0.0308943 | val_loss: 0.0309963 | Time: 1459.06 ms
[2021-10-02 07:49:20	                main:581]	:	INFO	:	Epoch 1787 | loss: 0.0308934 | val_loss: 0.0310094 | Time: 1452.16 ms
[2021-10-02 07:49:21	                main:581]	:	INFO	:	Epoch 1788 | loss: 0.0308943 | val_loss: 0.0310045 | Time: 1442.6 ms
[2021-10-02 07:49:23	                main:581]	:	INFO	:	Epoch 1789 | loss: 0.0308936 | val_loss: 0.0310034 | Time: 1476.89 ms
[2021-10-02 07:49:24	                main:581]	:	INFO	:	Epoch 1790 | loss: 0.0308859 | val_loss: 0.0310012 | Time: 1451.16 ms
[2021-10-02 07:49:26	                main:581]	:	INFO	:	Epoch 1791 | loss: 0.0308918 | val_loss: 0.0310242 | Time: 1454.63 ms
[2021-10-02 07:49:27	                main:581]	:	INFO	:	Epoch 1792 | loss: 0.030893 | val_loss: 0.0310098 | Time: 1474.48 ms
[2021-10-02 07:49:28	                main:581]	:	INFO	:	Epoch 1793 | loss: 0.0308827 | val_loss: 0.0310025 | Time: 1443.38 ms
[2021-10-02 07:49:30	                main:581]	:	INFO	:	Epoch 1794 | loss: 0.0309211 | val_loss: 0.0310297 | Time: 1454.64 ms
[2021-10-02 07:49:31	                main:581]	:	INFO	:	Epoch 1795 | loss: 0.0309365 | val_loss: 0.0310133 | Time: 1460.67 ms
[2021-10-02 07:49:33	                main:581]	:	INFO	:	Epoch 1796 | loss: 0.0309354 | val_loss: 0.031002 | Time: 1444.99 ms
[2021-10-02 07:49:34	                main:581]	:	INFO	:	Epoch 1797 | loss: 0.0309266 | val_loss: 0.0309841 | Time: 1448.96 ms
[2021-10-02 07:49:36	                main:581]	:	INFO	:	Epoch 1798 | loss: 0.0309165 | val_loss: 0.0310124 | Time: 1449.3 ms
[2021-10-02 07:49:37	                main:581]	:	INFO	:	Epoch 1799 | loss: 0.0309161 | val_loss: 0.031009 | Time: 1430.9 ms
[2021-10-02 07:49:39	                main:581]	:	INFO	:	Epoch 1800 | loss: 0.0309155 | val_loss: 0.0310155 | Time: 1456.52 ms
[2021-10-02 07:49:40	                main:581]	:	INFO	:	Epoch 1801 | loss: 0.0309223 | val_loss: 0.0309946 | Time: 1444.12 ms
[2021-10-02 07:49:41	                main:581]	:	INFO	:	Epoch 1802 | loss: 0.0309204 | val_loss: 0.031019 | Time: 1437.43 ms
[2021-10-02 07:49:43	                main:581]	:	INFO	:	Epoch 1803 | loss: 0.0309422 | val_loss: 0.0310277 | Time: 1447.98 ms
[2021-10-02 07:49:44	                main:581]	:	INFO	:	Epoch 1804 | loss: 0.0309865 | val_loss: 0.0310106 | Time: 1487.13 ms
[2021-10-02 07:49:46	                main:581]	:	INFO	:	Epoch 1805 | loss: 0.0309644 | val_loss: 0.031005 | Time: 1447.39 ms
[2021-10-02 07:49:47	                main:581]	:	INFO	:	Epoch 1806 | loss: 0.0309328 | val_loss: 0.0310001 | Time: 1449.06 ms
[2021-10-02 07:49:49	                main:581]	:	INFO	:	Epoch 1807 | loss: 0.0309232 | val_loss: 0.0309863 | Time: 1435.48 ms
[2021-10-02 07:49:50	                main:581]	:	INFO	:	Epoch 1808 | loss: 0.0309163 | val_loss: 0.030975 | Time: 1461.94 ms
[2021-10-02 07:49:52	                main:581]	:	INFO	:	Epoch 1809 | loss: 0.0309044 | val_loss: 0.0309726 | Time: 1439.85 ms
[2021-10-02 07:49:53	                main:581]	:	INFO	:	Epoch 1810 | loss: 0.0309176 | val_loss: 0.0309941 | Time: 1465.59 ms
[2021-10-02 07:49:55	                main:581]	:	INFO	:	Epoch 1811 | loss: 0.0309111 | val_loss: 0.030974 | Time: 1443.97 ms
[2021-10-02 07:49:56	                main:581]	:	INFO	:	Epoch 1812 | loss: 0.0309028 | val_loss: 0.0309802 | Time: 1501.01 ms
[2021-10-02 07:49:57	                main:581]	:	INFO	:	Epoch 1813 | loss: 0.0309035 | val_loss: 0.0309689 | Time: 1430.15 ms
[2021-10-02 07:49:59	                main:581]	:	INFO	:	Epoch 1814 | loss: 0.0308965 | val_loss: 0.0309847 | Time: 1440.64 ms
[2021-10-02 07:50:00	                main:581]	:	INFO	:	Epoch 1815 | loss: 0.0309188 | val_loss: 0.0310135 | Time: 1441.35 ms
[2021-10-02 07:50:02	                main:581]	:	INFO	:	Epoch 1816 | loss: 0.0309272 | val_loss: 0.0309908 | Time: 1454.91 ms
[2021-10-02 07:50:03	                main:581]	:	INFO	:	Epoch 1817 | loss: 0.0309113 | val_loss: 0.0309785 | Time: 1457.27 ms
[2021-10-02 07:50:05	                main:581]	:	INFO	:	Epoch 1818 | loss: 0.0309042 | val_loss: 0.0309738 | Time: 1463.15 ms
[2021-10-02 07:50:06	                main:581]	:	INFO	:	Epoch 1819 | loss: 0.0309159 | val_loss: 0.030975 | Time: 1464.77 ms
[2021-10-02 07:50:08	                main:581]	:	INFO	:	Epoch 1820 | loss: 0.0309071 | val_loss: 0.0309823 | Time: 1449.32 ms
[2021-10-02 07:50:09	                main:581]	:	INFO	:	Epoch 1821 | loss: 0.0308977 | val_loss: 0.0309795 | Time: 1466.77 ms
[2021-10-02 07:50:11	                main:581]	:	INFO	:	Epoch 1822 | loss: 0.0308964 | val_loss: 0.030981 | Time: 1447.6 ms
[2021-10-02 07:50:12	                main:581]	:	INFO	:	Epoch 1823 | loss: 0.0308983 | val_loss: 0.0309948 | Time: 1462.75 ms
[2021-10-02 07:50:14	                main:581]	:	INFO	:	Epoch 1824 | loss: 0.0308882 | val_loss: 0.0309717 | Time: 1473.69 ms
[2021-10-02 07:50:15	                main:581]	:	INFO	:	Epoch 1825 | loss: 0.0308828 | val_loss: 0.0309889 | Time: 1468.14 ms
[2021-10-02 07:50:16	                main:581]	:	INFO	:	Epoch 1826 | loss: 0.0308825 | val_loss: 0.0309891 | Time: 1474.67 ms
[2021-10-02 07:50:18	                main:581]	:	INFO	:	Epoch 1827 | loss: 0.0308807 | val_loss: 0.0309874 | Time: 1461.49 ms
[2021-10-02 07:50:19	                main:581]	:	INFO	:	Epoch 1828 | loss: 0.0308857 | val_loss: 0.0309761 | Time: 1584.77 ms
[2021-10-02 07:50:21	                main:581]	:	INFO	:	Epoch 1829 | loss: 0.0308856 | val_loss: 0.0309934 | Time: 1461.71 ms
[2021-10-02 07:50:23	                main:581]	:	INFO	:	Epoch 1830 | loss: 0.0308883 | val_loss: 0.031001 | Time: 1646.84 ms
[2021-10-02 07:50:24	                main:581]	:	INFO	:	Epoch 1831 | loss: 0.0310128 | val_loss: 0.031003 | Time: 1615.66 ms
[2021-10-02 07:50:26	                main:581]	:	INFO	:	Epoch 1832 | loss: 0.030977 | val_loss: 0.0310111 | Time: 1543.46 ms
[2021-10-02 07:50:27	                main:581]	:	INFO	:	Epoch 1833 | loss: 0.0309423 | val_loss: 0.0309696 | Time: 1502.15 ms
[2021-10-02 07:50:29	                main:581]	:	INFO	:	Epoch 1834 | loss: 0.0309224 | val_loss: 0.0309744 | Time: 1470.87 ms
[2021-10-02 07:50:30	                main:581]	:	INFO	:	Epoch 1835 | loss: 0.0309205 | val_loss: 0.0309832 | Time: 1447.89 ms
[2021-10-02 07:50:32	                main:581]	:	INFO	:	Epoch 1836 | loss: 0.0309141 | val_loss: 0.0309805 | Time: 1472.79 ms
[2021-10-02 07:50:33	                main:581]	:	INFO	:	Epoch 1837 | loss: 0.0309055 | val_loss: 0.0309848 | Time: 1465.26 ms
[2021-10-02 07:50:35	                main:581]	:	INFO	:	Epoch 1838 | loss: 0.0309137 | val_loss: 0.0309843 | Time: 1445.59 ms
[2021-10-02 07:50:36	                main:581]	:	INFO	:	Epoch 1839 | loss: 0.0309006 | val_loss: 0.0309764 | Time: 1497.81 ms
[2021-10-02 07:50:38	                main:581]	:	INFO	:	Epoch 1840 | loss: 0.0309013 | val_loss: 0.0309824 | Time: 1449.98 ms
[2021-10-02 07:50:39	                main:581]	:	INFO	:	Epoch 1841 | loss: 0.0308917 | val_loss: 0.0309786 | Time: 1495.24 ms
[2021-10-02 07:50:41	                main:581]	:	INFO	:	Epoch 1842 | loss: 0.0308912 | val_loss: 0.0309696 | Time: 1508.15 ms
[2021-10-02 07:50:42	                main:581]	:	INFO	:	Epoch 1843 | loss: 0.0308921 | val_loss: 0.030988 | Time: 1527.66 ms
[2021-10-02 07:50:44	                main:581]	:	INFO	:	Epoch 1844 | loss: 0.0308849 | val_loss: 0.0309657 | Time: 1544.93 ms
[2021-10-02 07:50:45	                main:581]	:	INFO	:	Epoch 1845 | loss: 0.0308791 | val_loss: 0.030964 | Time: 1497.53 ms
[2021-10-02 07:50:47	                main:581]	:	INFO	:	Epoch 1846 | loss: 0.0308841 | val_loss: 0.0309793 | Time: 1525.71 ms
[2021-10-02 07:50:48	                main:581]	:	INFO	:	Epoch 1847 | loss: 0.0308791 | val_loss: 0.0309772 | Time: 1486.26 ms
[2021-10-02 07:50:50	                main:581]	:	INFO	:	Epoch 1848 | loss: 0.0308867 | val_loss: 0.0309765 | Time: 1502.77 ms
[2021-10-02 07:50:51	                main:581]	:	INFO	:	Epoch 1849 | loss: 0.0308789 | val_loss: 0.0309654 | Time: 1467.59 ms
[2021-10-02 07:50:53	                main:581]	:	INFO	:	Epoch 1850 | loss: 0.030876 | val_loss: 0.030977 | Time: 1492.35 ms
[2021-10-02 07:50:54	                main:581]	:	INFO	:	Epoch 1851 | loss: 0.0308856 | val_loss: 0.0309647 | Time: 1469.54 ms
[2021-10-02 07:50:55	                main:581]	:	INFO	:	Epoch 1852 | loss: 0.030884 | val_loss: 0.0309761 | Time: 1453.47 ms
[2021-10-02 07:50:57	                main:581]	:	INFO	:	Epoch 1853 | loss: 0.0308867 | val_loss: 0.0309739 | Time: 1450.79 ms
[2021-10-02 07:50:58	                main:581]	:	INFO	:	Epoch 1854 | loss: 0.0308771 | val_loss: 0.0309626 | Time: 1459.72 ms
[2021-10-02 07:51:00	                main:581]	:	INFO	:	Epoch 1855 | loss: 0.0308745 | val_loss: 0.030983 | Time: 1470.38 ms
[2021-10-02 07:51:01	                main:581]	:	INFO	:	Epoch 1856 | loss: 0.0308738 | val_loss: 0.0309753 | Time: 1449.4 ms
[2021-10-02 07:51:03	                main:581]	:	INFO	:	Epoch 1857 | loss: 0.0308749 | val_loss: 0.0309754 | Time: 1466.69 ms
[2021-10-02 07:51:04	                main:581]	:	INFO	:	Epoch 1858 | loss: 0.0308786 | val_loss: 0.0309747 | Time: 1451 ms
[2021-10-02 07:51:06	                main:581]	:	INFO	:	Epoch 1859 | loss: 0.0308715 | val_loss: 0.0309688 | Time: 1464.43 ms
[2021-10-02 07:51:07	                main:581]	:	INFO	:	Epoch 1860 | loss: 0.030884 | val_loss: 0.0309739 | Time: 1449.4 ms
[2021-10-02 07:51:09	                main:581]	:	INFO	:	Epoch 1861 | loss: 0.0308714 | val_loss: 0.0309854 | Time: 1470.48 ms
[2021-10-02 07:51:10	                main:581]	:	INFO	:	Epoch 1862 | loss: 0.030904 | val_loss: 0.0310006 | Time: 1470.13 ms
[2021-10-02 07:51:12	                main:581]	:	INFO	:	Epoch 1863 | loss: 0.0309488 | val_loss: 0.0310039 | Time: 1451.33 ms
[2021-10-02 07:51:13	                main:581]	:	INFO	:	Epoch 1864 | loss: 0.0309231 | val_loss: 0.0309859 | Time: 1449.6 ms
[2021-10-02 07:51:14	                main:581]	:	INFO	:	Epoch 1865 | loss: 0.0308963 | val_loss: 0.0309727 | Time: 1451.21 ms
[2021-10-02 07:51:16	                main:581]	:	INFO	:	Epoch 1866 | loss: 0.0308824 | val_loss: 0.0309711 | Time: 1446.34 ms
[2021-10-02 07:51:17	                main:581]	:	INFO	:	Epoch 1867 | loss: 0.0308824 | val_loss: 0.0309766 | Time: 1449.62 ms
[2021-10-02 07:51:19	                main:581]	:	INFO	:	Epoch 1868 | loss: 0.0308742 | val_loss: 0.0309788 | Time: 1434.31 ms
[2021-10-02 07:51:20	                main:581]	:	INFO	:	Epoch 1869 | loss: 0.0308766 | val_loss: 0.0309618 | Time: 1427.42 ms
[2021-10-02 07:51:22	                main:581]	:	INFO	:	Epoch 1870 | loss: 0.0308732 | val_loss: 0.0309899 | Time: 1429.38 ms
[2021-10-02 07:51:23	                main:581]	:	INFO	:	Epoch 1871 | loss: 0.0308684 | val_loss: 0.0309747 | Time: 1475.63 ms
[2021-10-02 07:51:25	                main:581]	:	INFO	:	Epoch 1872 | loss: 0.0308621 | val_loss: 0.0309694 | Time: 1440.91 ms
[2021-10-02 07:51:26	                main:581]	:	INFO	:	Epoch 1873 | loss: 0.030864 | val_loss: 0.03098 | Time: 1433.3 ms
[2021-10-02 07:51:27	                main:581]	:	INFO	:	Epoch 1874 | loss: 0.0308724 | val_loss: 0.0309594 | Time: 1430.94 ms
[2021-10-02 07:51:29	                main:581]	:	INFO	:	Epoch 1875 | loss: 0.0308636 | val_loss: 0.0309796 | Time: 1444.22 ms
[2021-10-02 07:51:30	                main:581]	:	INFO	:	Epoch 1876 | loss: 0.0308595 | val_loss: 0.0309766 | Time: 1465.34 ms
[2021-10-02 07:51:32	                main:581]	:	INFO	:	Epoch 1877 | loss: 0.0308602 | val_loss: 0.0309912 | Time: 1478.31 ms
[2021-10-02 07:51:33	                main:581]	:	INFO	:	Epoch 1878 | loss: 0.0308584 | val_loss: 0.0309763 | Time: 1456.22 ms
[2021-10-02 07:51:35	                main:581]	:	INFO	:	Epoch 1879 | loss: 0.03087 | val_loss: 0.0309751 | Time: 1420.19 ms
[2021-10-02 07:51:36	                main:581]	:	INFO	:	Epoch 1880 | loss: 0.0308631 | val_loss: 0.030963 | Time: 1462.08 ms
[2021-10-02 07:51:38	                main:581]	:	INFO	:	Epoch 1881 | loss: 0.0308587 | val_loss: 0.0309623 | Time: 1467.24 ms
[2021-10-02 07:51:39	                main:581]	:	INFO	:	Epoch 1882 | loss: 0.0308716 | val_loss: 0.0309688 | Time: 1420.97 ms
[2021-10-02 07:51:40	                main:581]	:	INFO	:	Epoch 1883 | loss: 0.030865 | val_loss: 0.0309665 | Time: 1447.93 ms
[2021-10-02 07:51:42	                main:581]	:	INFO	:	Epoch 1884 | loss: 0.0308595 | val_loss: 0.0309802 | Time: 1451.16 ms
[2021-10-02 07:51:43	                main:581]	:	INFO	:	Epoch 1885 | loss: 0.0308594 | val_loss: 0.0309679 | Time: 1457.98 ms
[2021-10-02 07:51:45	                main:581]	:	INFO	:	Epoch 1886 | loss: 0.0308568 | val_loss: 0.0309654 | Time: 1451.3 ms
[2021-10-02 07:51:46	                main:581]	:	INFO	:	Epoch 1887 | loss: 0.0308535 | val_loss: 0.0309757 | Time: 1456.55 ms
[2021-10-02 07:51:48	                main:581]	:	INFO	:	Epoch 1888 | loss: 0.0308741 | val_loss: 0.0309834 | Time: 1463.44 ms
[2021-10-02 07:51:49	                main:581]	:	INFO	:	Epoch 1889 | loss: 0.0308636 | val_loss: 0.0309591 | Time: 1462.52 ms
[2021-10-02 07:51:51	                main:581]	:	INFO	:	Epoch 1890 | loss: 0.0308622 | val_loss: 0.0309847 | Time: 1455.98 ms
[2021-10-02 07:51:52	                main:581]	:	INFO	:	Epoch 1891 | loss: 0.0309014 | val_loss: 0.0309727 | Time: 1467.81 ms
[2021-10-02 07:51:54	                main:581]	:	INFO	:	Epoch 1892 | loss: 0.0308914 | val_loss: 0.0309671 | Time: 1436.77 ms
[2021-10-02 07:51:55	                main:581]	:	INFO	:	Epoch 1893 | loss: 0.0308922 | val_loss: 0.0309603 | Time: 1444.73 ms
[2021-10-02 07:51:56	                main:581]	:	INFO	:	Epoch 1894 | loss: 0.0308754 | val_loss: 0.0309589 | Time: 1426.83 ms
[2021-10-02 07:51:58	                main:581]	:	INFO	:	Epoch 1895 | loss: 0.0308622 | val_loss: 0.0309525 | Time: 1448.58 ms
[2021-10-02 07:51:59	                main:581]	:	INFO	:	Epoch 1896 | loss: 0.030858 | val_loss: 0.0309568 | Time: 1432.78 ms
[2021-10-02 07:52:01	                main:581]	:	INFO	:	Epoch 1897 | loss: 0.030852 | val_loss: 0.0309592 | Time: 1447.79 ms
[2021-10-02 07:52:02	                main:581]	:	INFO	:	Epoch 1898 | loss: 0.0308492 | val_loss: 0.0309552 | Time: 1446.32 ms
[2021-10-02 07:52:04	                main:581]	:	INFO	:	Epoch 1899 | loss: 0.0308573 | val_loss: 0.0309542 | Time: 1445.39 ms
[2021-10-02 07:52:05	                main:581]	:	INFO	:	Epoch 1900 | loss: 0.0308689 | val_loss: 0.0309442 | Time: 1469.66 ms
[2021-10-02 07:52:07	                main:581]	:	INFO	:	Epoch 1901 | loss: 0.0308632 | val_loss: 0.0309646 | Time: 1452.04 ms
[2021-10-02 07:52:08	                main:581]	:	INFO	:	Epoch 1902 | loss: 0.0308719 | val_loss: 0.03098 | Time: 1431.68 ms
[2021-10-02 07:52:09	                main:581]	:	INFO	:	Epoch 1903 | loss: 0.0308579 | val_loss: 0.0309493 | Time: 1451.02 ms
[2021-10-02 07:52:11	                main:581]	:	INFO	:	Epoch 1904 | loss: 0.0308485 | val_loss: 0.0309324 | Time: 1446.03 ms
[2021-10-02 07:52:12	                main:581]	:	INFO	:	Epoch 1905 | loss: 0.030857 | val_loss: 0.0309621 | Time: 1455.36 ms
[2021-10-02 07:52:14	                main:581]	:	INFO	:	Epoch 1906 | loss: 0.0308566 | val_loss: 0.0309522 | Time: 1449.16 ms
[2021-10-02 07:52:15	                main:581]	:	INFO	:	Epoch 1907 | loss: 0.0308493 | val_loss: 0.0309482 | Time: 1465.15 ms
[2021-10-02 07:52:17	                main:581]	:	INFO	:	Epoch 1908 | loss: 0.0308719 | val_loss: 0.0309379 | Time: 1450.65 ms
[2021-10-02 07:52:18	                main:581]	:	INFO	:	Epoch 1909 | loss: 0.0308704 | val_loss: 0.0309439 | Time: 1446.53 ms
[2021-10-02 07:52:20	                main:581]	:	INFO	:	Epoch 1910 | loss: 0.0308652 | val_loss: 0.0309496 | Time: 1462.78 ms
[2021-10-02 07:52:21	                main:581]	:	INFO	:	Epoch 1911 | loss: 0.030864 | val_loss: 0.0309488 | Time: 1426.56 ms
[2021-10-02 07:52:23	                main:581]	:	INFO	:	Epoch 1912 | loss: 0.030861 | val_loss: 0.0309444 | Time: 1466.54 ms
[2021-10-02 07:52:24	                main:581]	:	INFO	:	Epoch 1913 | loss: 0.0308644 | val_loss: 0.0309443 | Time: 1478.39 ms
[2021-10-02 07:52:26	                main:581]	:	INFO	:	Epoch 1914 | loss: 0.0308903 | val_loss: 0.0310042 | Time: 1483.3 ms
[2021-10-02 07:52:27	                main:581]	:	INFO	:	Epoch 1915 | loss: 0.0309033 | val_loss: 0.0309663 | Time: 1469.52 ms
[2021-10-02 07:52:28	                main:581]	:	INFO	:	Epoch 1916 | loss: 0.0308773 | val_loss: 0.0309592 | Time: 1491.52 ms
[2021-10-02 07:52:30	                main:581]	:	INFO	:	Epoch 1917 | loss: 0.0308732 | val_loss: 0.0309363 | Time: 1470.32 ms
[2021-10-02 07:52:31	                main:581]	:	INFO	:	Epoch 1918 | loss: 0.0308777 | val_loss: 0.0309668 | Time: 1484.97 ms
[2021-10-02 07:52:33	                main:581]	:	INFO	:	Epoch 1919 | loss: 0.0308743 | val_loss: 0.0309453 | Time: 1490.41 ms
[2021-10-02 07:52:34	                main:581]	:	INFO	:	Epoch 1920 | loss: 0.0308617 | val_loss: 0.0309551 | Time: 1462.37 ms
[2021-10-02 07:52:36	                main:581]	:	INFO	:	Epoch 1921 | loss: 0.0308553 | val_loss: 0.0309584 | Time: 1476.9 ms
[2021-10-02 07:52:37	                main:581]	:	INFO	:	Epoch 1922 | loss: 0.0309876 | val_loss: 0.0310496 | Time: 1450.06 ms
[2021-10-02 07:52:39	                main:581]	:	INFO	:	Epoch 1923 | loss: 0.0310175 | val_loss: 0.0310119 | Time: 1456.07 ms
[2021-10-02 07:52:40	                main:581]	:	INFO	:	Epoch 1924 | loss: nan | val_loss: nan | Time: 1429.7 ms
[2021-10-02 07:52:42	                main:581]	:	INFO	:	Epoch 1925 | loss: nan | val_loss: nan | Time: 1436.31 ms
[2021-10-02 07:52:43	                main:581]	:	INFO	:	Epoch 1926 | loss: nan | val_loss: nan | Time: 1434.59 ms
[2021-10-02 07:52:45	                main:581]	:	INFO	:	Epoch 1927 | loss: nan | val_loss: nan | Time: 1436.31 ms
[2021-10-02 07:52:46	                main:581]	:	INFO	:	Epoch 1928 | loss: nan | val_loss: nan | Time: 1455.75 ms
[2021-10-02 07:52:47	                main:581]	:	INFO	:	Epoch 1929 | loss: nan | val_loss: nan | Time: 1449.65 ms
[2021-10-02 07:52:49	                main:581]	:	INFO	:	Epoch 1930 | loss: nan | val_loss: nan | Time: 1434.62 ms
[2021-10-02 07:52:50	                main:581]	:	INFO	:	Epoch 1931 | loss: nan | val_loss: nan | Time: 1516.76 ms
[2021-10-02 07:52:52	                main:581]	:	INFO	:	Epoch 1932 | loss: nan | val_loss: nan | Time: 1547.53 ms
[2021-10-02 07:52:53	                main:581]	:	INFO	:	Epoch 1933 | loss: nan | val_loss: nan | Time: 1443.3 ms
[2021-10-02 07:52:55	                main:581]	:	INFO	:	Epoch 1934 | loss: nan | val_loss: nan | Time: 1437.04 ms
[2021-10-02 07:52:56	                main:581]	:	INFO	:	Epoch 1935 | loss: nan | val_loss: nan | Time: 1511.57 ms
[2021-10-02 07:52:58	                main:581]	:	INFO	:	Epoch 1936 | loss: nan | val_loss: nan | Time: 1477.97 ms
[2021-10-02 07:52:59	                main:581]	:	INFO	:	Epoch 1937 | loss: nan | val_loss: nan | Time: 1471.02 ms
[2021-10-02 07:53:01	                main:581]	:	INFO	:	Epoch 1938 | loss: nan | val_loss: nan | Time: 1449.57 ms
[2021-10-02 07:53:02	                main:581]	:	INFO	:	Epoch 1939 | loss: nan | val_loss: nan | Time: 1514.94 ms
[2021-10-02 07:53:04	                main:581]	:	INFO	:	Epoch 1940 | loss: nan | val_loss: nan | Time: 1476.34 ms
[2021-10-02 07:53:05	                main:581]	:	INFO	:	Epoch 1941 | loss: nan | val_loss: nan | Time: 1477.8 ms
[2021-10-02 07:53:07	                main:581]	:	INFO	:	Epoch 1942 | loss: nan | val_loss: nan | Time: 1473.02 ms
[2021-10-02 07:53:08	                main:581]	:	INFO	:	Epoch 1943 | loss: nan | val_loss: nan | Time: 1540.51 ms
[2021-10-02 07:53:10	                main:581]	:	INFO	:	Epoch 1944 | loss: nan | val_loss: nan | Time: 1494.86 ms
[2021-10-02 07:53:11	                main:581]	:	INFO	:	Epoch 1945 | loss: nan | val_loss: nan | Time: 1500.81 ms
[2021-10-02 07:53:13	                main:581]	:	INFO	:	Epoch 1946 | loss: nan | val_loss: nan | Time: 1469.62 ms
[2021-10-02 07:53:14	                main:581]	:	INFO	:	Epoch 1947 | loss: nan | val_loss: nan | Time: 1480.31 ms
[2021-10-02 07:53:16	                main:581]	:	INFO	:	Epoch 1948 | loss: nan | val_loss: nan | Time: 1511.38 ms
[2021-10-02 07:53:17	                main:581]	:	INFO	:	Epoch 1949 | loss: nan | val_loss: nan | Time: 1472.02 ms
[2021-10-02 07:53:19	                main:581]	:	INFO	:	Epoch 1950 | loss: nan | val_loss: nan | Time: 1662.15 ms
[2021-10-02 07:53:20	                main:581]	:	INFO	:	Epoch 1951 | loss: nan | val_loss: nan | Time: 1480.8 ms
[2021-10-02 07:53:22	                main:581]	:	INFO	:	Epoch 1952 | loss: nan | val_loss: nan | Time: 1473.2 ms
[2021-10-02 07:53:23	                main:581]	:	INFO	:	Epoch 1953 | loss: nan | val_loss: nan | Time: 1470.72 ms
[2021-10-02 07:53:25	                main:581]	:	INFO	:	Epoch 1954 | loss: nan | val_loss: nan | Time: 1473.73 ms
[2021-10-02 07:53:26	                main:581]	:	INFO	:	Epoch 1955 | loss: nan | val_loss: nan | Time: 1475.67 ms
[2021-10-02 07:53:28	                main:581]	:	INFO	:	Epoch 1956 | loss: nan | val_loss: nan | Time: 1465.19 ms
[2021-10-02 07:53:29	                main:581]	:	INFO	:	Epoch 1957 | loss: nan | val_loss: nan | Time: 1419.13 ms
[2021-10-02 07:53:30	                main:581]	:	INFO	:	Epoch 1958 | loss: nan | val_loss: nan | Time: 1427.43 ms
[2021-10-02 07:53:32	                main:581]	:	INFO	:	Epoch 1959 | loss: nan | val_loss: nan | Time: 1460.72 ms
[2021-10-02 07:53:33	                main:581]	:	INFO	:	Epoch 1960 | loss: nan | val_loss: nan | Time: 1475.73 ms
[2021-10-02 07:53:35	                main:581]	:	INFO	:	Epoch 1961 | loss: nan | val_loss: nan | Time: 1701.05 ms
[2021-10-02 07:53:37	                main:581]	:	INFO	:	Epoch 1962 | loss: nan | val_loss: nan | Time: 1450.76 ms
[2021-10-02 07:53:38	                main:581]	:	INFO	:	Epoch 1963 | loss: nan | val_loss: nan | Time: 1471.3 ms
[2021-10-02 07:53:39	                main:581]	:	INFO	:	Epoch 1964 | loss: nan | val_loss: nan | Time: 1447.02 ms
[2021-10-02 07:53:41	                main:581]	:	INFO	:	Epoch 1965 | loss: nan | val_loss: nan | Time: 1487.65 ms
[2021-10-02 07:53:42	                main:581]	:	INFO	:	Epoch 1966 | loss: nan | val_loss: nan | Time: 1425.86 ms
[2021-10-02 07:53:44	                main:581]	:	INFO	:	Epoch 1967 | loss: nan | val_loss: nan | Time: 1460.17 ms
[2021-10-02 07:53:45	                main:581]	:	INFO	:	Epoch 1968 | loss: nan | val_loss: nan | Time: 1455.24 ms
[2021-10-02 07:53:47	                main:581]	:	INFO	:	Epoch 1969 | loss: nan | val_loss: nan | Time: 1437.4 ms
[2021-10-02 07:53:48	                main:581]	:	INFO	:	Epoch 1970 | loss: nan | val_loss: nan | Time: 1464.55 ms
[2021-10-02 07:53:50	                main:581]	:	INFO	:	Epoch 1971 | loss: nan | val_loss: nan | Time: 1426.85 ms
[2021-10-02 07:53:51	                main:581]	:	INFO	:	Epoch 1972 | loss: nan | val_loss: nan | Time: 1461.99 ms
[2021-10-02 07:53:53	                main:581]	:	INFO	:	Epoch 1973 | loss: nan | val_loss: nan | Time: 1437.87 ms
[2021-10-02 07:53:54	                main:581]	:	INFO	:	Epoch 1974 | loss: nan | val_loss: nan | Time: 1460.45 ms
[2021-10-02 07:53:55	                main:581]	:	INFO	:	Epoch 1975 | loss: nan | val_loss: nan | Time: 1464.75 ms
[2021-10-02 07:53:57	                main:581]	:	INFO	:	Epoch 1976 | loss: nan | val_loss: nan | Time: 1431.76 ms
[2021-10-02 07:53:58	                main:581]	:	INFO	:	Epoch 1977 | loss: nan | val_loss: nan | Time: 1439.51 ms
[2021-10-02 07:54:00	                main:581]	:	INFO	:	Epoch 1978 | loss: nan | val_loss: nan | Time: 1446.51 ms
[2021-10-02 07:54:01	                main:581]	:	INFO	:	Epoch 1979 | loss: nan | val_loss: nan | Time: 1435.54 ms
[2021-10-02 07:54:03	                main:581]	:	INFO	:	Epoch 1980 | loss: nan | val_loss: nan | Time: 1443.65 ms
[2021-10-02 07:54:04	                main:581]	:	INFO	:	Epoch 1981 | loss: nan | val_loss: nan | Time: 1448.4 ms
[2021-10-02 07:54:06	                main:581]	:	INFO	:	Epoch 1982 | loss: nan | val_loss: nan | Time: 1438 ms
[2021-10-02 07:54:07	                main:581]	:	INFO	:	Epoch 1983 | loss: nan | val_loss: nan | Time: 1456.24 ms
[2021-10-02 07:54:08	                main:581]	:	INFO	:	Epoch 1984 | loss: nan | val_loss: nan | Time: 1441.89 ms
[2021-10-02 07:54:10	                main:581]	:	INFO	:	Epoch 1985 | loss: nan | val_loss: nan | Time: 1440.8 ms
[2021-10-02 07:54:11	                main:581]	:	INFO	:	Epoch 1986 | loss: nan | val_loss: nan | Time: 1419.87 ms
[2021-10-02 07:54:13	                main:581]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 1461.11 ms
[2021-10-02 07:54:14	                main:581]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 1472.31 ms
[2021-10-02 07:54:16	                main:581]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 1448.29 ms
[2021-10-02 07:54:17	                main:581]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 1424.89 ms
[2021-10-02 07:54:19	                main:581]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 1441.19 ms
[2021-10-02 07:54:20	                main:581]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 1454.34 ms
[2021-10-02 07:54:21	                main:581]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 1418.53 ms
[2021-10-02 07:54:23	                main:581]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 1437.84 ms
[2021-10-02 07:54:24	                main:581]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 1440.96 ms
[2021-10-02 07:54:26	                main:581]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 1417.94 ms
[2021-10-02 07:54:27	                main:581]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 1415.97 ms
[2021-10-02 07:54:29	                main:581]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 1423.58 ms
[2021-10-02 07:54:30	                main:581]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 1427.51 ms
[2021-10-02 07:54:31	                main:581]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 1432.04 ms
[2021-10-02 07:54:33	                main:581]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 1448.28 ms
[2021-10-02 07:54:34	                main:581]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 1429.68 ms
[2021-10-02 07:54:36	                main:581]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 1446.17 ms
[2021-10-02 07:54:37	                main:581]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 1430.61 ms
[2021-10-02 07:54:39	                main:581]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 1407.62 ms
[2021-10-02 07:54:40	                main:581]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 1439.22 ms
[2021-10-02 07:54:41	                main:581]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 1438.1 ms
[2021-10-02 07:54:43	                main:581]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 1445.55 ms
[2021-10-02 07:54:44	                main:581]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 1435.47 ms
[2021-10-02 07:54:46	                main:581]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 1445.77 ms
[2021-10-02 07:54:47	                main:581]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 1426.69 ms
[2021-10-02 07:54:49	                main:581]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 1470.57 ms
[2021-10-02 07:54:50	                main:581]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 1451.01 ms
[2021-10-02 07:54:52	                main:581]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 1453.65 ms
[2021-10-02 07:54:53	                main:581]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 1422.7 ms
[2021-10-02 07:54:54	                main:581]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 1453.01 ms
[2021-10-02 07:54:56	                main:581]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 1450.71 ms
[2021-10-02 07:54:57	                main:581]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 1478.79 ms
[2021-10-02 07:54:59	                main:581]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 1450.83 ms
[2021-10-02 07:55:00	                main:581]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 1438.04 ms
[2021-10-02 07:55:02	                main:581]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 1445.83 ms
[2021-10-02 07:55:03	                main:581]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 1607.53 ms
[2021-10-02 07:55:05	                main:581]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 1614.17 ms
[2021-10-02 07:55:07	                main:581]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 1534.97 ms
[2021-10-02 07:55:08	                main:581]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 1420.21 ms
[2021-10-02 07:55:09	                main:581]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 1452.62 ms
[2021-10-02 07:55:11	                main:581]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 1455.39 ms
[2021-10-02 07:55:12	                main:581]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 1497.1 ms
[2021-10-02 07:55:14	                main:581]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 1700.1 ms
[2021-10-02 07:55:16	                main:581]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 1609.81 ms
[2021-10-02 07:55:17	                main:581]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 1523.76 ms
[2021-10-02 07:55:19	                main:581]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 1449.52 ms
[2021-10-02 07:55:20	                main:581]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 1453.03 ms
[2021-10-02 07:55:22	                main:581]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 1441.99 ms
[2021-10-02 07:55:23	                main:581]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 1472.79 ms
[2021-10-02 07:55:24	                main:581]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 1473.69 ms
[2021-10-02 07:55:26	                main:581]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 1434.72 ms
[2021-10-02 07:55:27	                main:581]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 1422.13 ms
[2021-10-02 07:55:29	                main:581]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 1444.91 ms
[2021-10-02 07:55:30	                main:581]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 1486.33 ms
[2021-10-02 07:55:32	                main:581]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 1443.21 ms
[2021-10-02 07:55:33	                main:581]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 1440.19 ms
[2021-10-02 07:55:35	                main:581]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 1426.73 ms
[2021-10-02 07:55:36	                main:581]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 1474.2 ms
[2021-10-02 07:55:37	                main:581]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 1444.22 ms
[2021-10-02 07:55:39	                main:581]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 1448.58 ms
[2021-10-02 07:55:40	                main:581]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 1462.45 ms
[2021-10-02 07:55:42	                main:581]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 1439.65 ms
[2021-10-02 07:55:42	                main:604]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2021-10-02 07:55:42	                main:610]	:	INFO	:	Saving end state to config to file
[2021-10-02 07:55:42	                main:615]	:	INFO	:	Success, exiting..
07:55:42 (215773): 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)