Task 14624594

Name ParityModified-1647049390-6035-3-0_2
Workunit 11617143
Created 19 Apr 2022, 3:45:08 UTC
Sent 19 Apr 2022, 3:45:14 UTC
Report deadline 27 Apr 2022, 3:45:14 UTC
Received 26 Apr 2022, 0:32:54 UTC
Server state Over
Outcome Success
Client state Done
Exit status 0 (0x00000000)
Computer ID 7896
Run time 3 hours 48 min 44 sec
CPU time 2 hours 37 min 55 sec
Validate state Valid
Credit 4,160.00
Device peak FLOPS 3,940.75 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 1.62 GB
Peak swap size 3.60 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
4]	:	INFO	:	Epoch 1542 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 6119.27 ms
[2022-04-26 01:36:48	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.0312491 | val_loss: 0.0312482 | Time: 6061.3 ms
[2022-04-26 01:36:55	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.0312476 | val_loss: 0.0312493 | Time: 6060.64 ms
[2022-04-26 01:37:01	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 6069.79 ms
[2022-04-26 01:37:07	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 5799.89 ms
[2022-04-26 01:37:14	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0312483 | val_loss: 0.0312497 | Time: 5359.36 ms
[2022-04-26 01:37:21	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0312492 | val_loss: 0.0312484 | Time: 6401.83 ms
[2022-04-26 01:37:27	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.031248 | val_loss: 0.0312482 | Time: 6261.11 ms
[2022-04-26 01:37:33	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.0312475 | val_loss: 0.031248 | Time: 5979.38 ms
[2022-04-26 01:37:40	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0312477 | val_loss: 0.0312484 | Time: 6493.33 ms
[2022-04-26 01:37:46	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 6036.79 ms
[2022-04-26 01:37:53	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0312476 | val_loss: 0.0312474 | Time: 6133.13 ms
[2022-04-26 01:37:59	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 6263.14 ms
[2022-04-26 01:38:06	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0312479 | val_loss: 0.031248 | Time: 6226.28 ms
[2022-04-26 01:38:12	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 6271.99 ms
[2022-04-26 01:38:18	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 6166.73 ms
[2022-04-26 01:38:25	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 6253.95 ms
[2022-04-26 01:38:32	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 7293.27 ms
[2022-04-26 01:38:38	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 6076.05 ms
[2022-04-26 01:38:46	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0312478 | val_loss: 0.0312484 | Time: 7219.8 ms
[2022-04-26 01:38:52	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.031248 | val_loss: 0.0312475 | Time: 6278.03 ms
[2022-04-26 01:39:00	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.031248 | val_loss: 0.0312489 | Time: 6184.37 ms
[2022-04-26 01:39:06	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 6235.41 ms
[2022-04-26 01:39:13	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.0312473 | val_loss: 0.0312477 | Time: 6121.75 ms
[2022-04-26 01:39:19	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 6211.25 ms
[2022-04-26 01:39:25	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 6113.12 ms
[2022-04-26 01:39:32	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0312478 | val_loss: 0.031249 | Time: 5943.65 ms
[2022-04-26 01:39:39	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0312481 | val_loss: 0.0312487 | Time: 6336.84 ms
[2022-04-26 01:39:45	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 6191.91 ms
[2022-04-26 01:39:51	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.031248 | val_loss: 0.0312477 | Time: 6258.07 ms
[2022-04-26 01:39:58	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 6154.31 ms
[2022-04-26 01:40:04	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0312478 | val_loss: 0.0312486 | Time: 6111.43 ms
[2022-04-26 01:40:11	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 6089.74 ms
[2022-04-26 01:40:17	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 6266.53 ms
[2022-04-26 01:40:23	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 6052.51 ms
[2022-04-26 01:40:31	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 6161.42 ms
[2022-04-26 01:40:37	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0312472 | val_loss: 0.0312475 | Time: 6128.89 ms
[2022-04-26 01:40:44	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0312479 | val_loss: 0.0312484 | Time: 6141.31 ms
[2022-04-26 01:40:50	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 6104.22 ms
[2022-04-26 01:40:58	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0312476 | val_loss: 0.0312482 | Time: 6174.45 ms
[2022-04-26 01:41:04	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0312479 | val_loss: 0.0312492 | Time: 6098.01 ms
[2022-04-26 01:41:11	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0312489 | val_loss: 0.0312475 | Time: 6121.21 ms
[2022-04-26 01:41:17	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 6221.42 ms
[2022-04-26 01:41:24	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 6165.24 ms
[2022-04-26 01:41:30	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 6110.3 ms
[2022-04-26 01:41:36	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0312477 | val_loss: 0.0312487 | Time: 6065.84 ms
[2022-04-26 01:41:43	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 6313.33 ms
[2022-04-26 01:41:51	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 5985.71 ms
[2022-04-26 01:41:57	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0312473 | val_loss: 0.0312481 | Time: 6169.1 ms
[2022-04-26 01:42:05	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 6116.64 ms
[2022-04-26 01:42:13	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 6176.33 ms
[2022-04-26 01:42:20	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 6118.31 ms
[2022-04-26 01:42:27	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0312486 | val_loss: 0.031248 | Time: 6162.39 ms
[2022-04-26 01:42:35	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0312485 | val_loss: 0.0312491 | Time: 6228.39 ms
[2022-04-26 01:42:41	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 6198.35 ms
[2022-04-26 01:42:48	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 6246.65 ms
[2022-04-26 01:42:54	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0312473 | val_loss: 0.0312488 | Time: 6055.95 ms
[2022-04-26 01:43:01	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 5993.68 ms
[2022-04-26 01:43:07	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0312479 | val_loss: 0.031248 | Time: 6048.02 ms
[2022-04-26 01:43:14	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 6122.31 ms
[2022-04-26 01:43:20	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 6158.21 ms
[2022-04-26 01:43:26	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0312486 | val_loss: 0.0312505 | Time: 6158.47 ms
[2022-04-26 01:43:33	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0312493 | val_loss: 0.0312532 | Time: 6345.47 ms
[2022-04-26 01:43:39	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0312487 | val_loss: 0.0312475 | Time: 6113.93 ms
[2022-04-26 01:43:45	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 6146.76 ms
[2022-04-26 01:43:52	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0312486 | val_loss: 0.031248 | Time: 5981.51 ms
[2022-04-26 01:43:59	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0312494 | val_loss: 0.031248 | Time: 6316.35 ms
[2022-04-26 01:44:06	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 6253.23 ms
[2022-04-26 01:44:12	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0312478 | val_loss: 0.0312485 | Time: 6126.24 ms
[2022-04-26 01:44:19	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 6025.19 ms
[2022-04-26 01:44:25	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 6331.82 ms
[2022-04-26 01:44:31	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0312477 | val_loss: 0.0312478 | Time: 6310.69 ms
[2022-04-26 01:44:38	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.0312476 | val_loss: 0.0312476 | Time: 6214.72 ms
[2022-04-26 01:44:45	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 6100.84 ms
[2022-04-26 01:44:51	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 6184.21 ms
[2022-04-26 01:44:58	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0312481 | val_loss: 0.0312495 | Time: 6270.03 ms
[2022-04-26 01:45:05	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 6164.16 ms
[2022-04-26 01:45:12	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.0312475 | val_loss: 0.0312497 | Time: 6148.64 ms
[2022-04-26 01:45:18	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.0312476 | val_loss: 0.0312478 | Time: 5683.63 ms
[2022-04-26 01:45:25	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 6222.77 ms
[2022-04-26 01:45:31	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0312474 | val_loss: 0.0312483 | Time: 6147.38 ms
[2022-04-26 01:45:38	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 6163.09 ms
[2022-04-26 01:45:44	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0312495 | val_loss: 0.0312475 | Time: 6129.62 ms
[2022-04-26 01:45:51	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0312477 | val_loss: 0.0312477 | Time: 6380.06 ms
[2022-04-26 01:45:59	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.03125 | val_loss: 0.031249 | Time: 6200.02 ms
[2022-04-26 01:46:05	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.031248 | val_loss: 0.0312475 | Time: 6241.55 ms
[2022-04-26 01:46:12	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.0312472 | val_loss: 0.031248 | Time: 6219.23 ms
[2022-04-26 01:46:20	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 6089.36 ms
[2022-04-26 01:46:26	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0312472 | val_loss: 0.0312474 | Time: 6119.38 ms
[2022-04-26 01:46:32	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0312473 | val_loss: 0.0312476 | Time: 6297.81 ms
[2022-04-26 01:46:39	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.031247 | val_loss: 0.0312478 | Time: 6213.52 ms
[2022-04-26 01:46:45	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.031248 | val_loss: 0.0312482 | Time: 6197.18 ms
[2022-04-26 01:46:51	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 6099.67 ms
[2022-04-26 01:46:58	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 6275.27 ms
[2022-04-26 01:47:04	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 6224.76 ms
[2022-04-26 01:47:11	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 6233.54 ms
[2022-04-26 01:47:17	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 6180.72 ms
[2022-04-26 01:47:24	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0312485 | val_loss: 0.0312477 | Time: 6371.89 ms
[2022-04-26 01:47:31	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0312493 | val_loss: 0.0312479 | Time: 6229.09 ms
[2022-04-26 01:47:38	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0312482 | val_loss: 0.0312486 | Time: 6215.84 ms
[2022-04-26 01:47:45	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0312486 | val_loss: 0.0312538 | Time: 6147.32 ms
[2022-04-26 01:47:51	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.03125 | val_loss: 0.0312497 | Time: 6108.61 ms
[2022-04-26 01:47:57	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0312485 | val_loss: 0.0312516 | Time: 6342.3 ms
[2022-04-26 01:48:04	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 6155.94 ms
[2022-04-26 01:48:10	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0312481 | val_loss: 0.0312485 | Time: 6152.35 ms
[2022-04-26 01:48:17	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0312488 | val_loss: 0.031248 | Time: 6271.59 ms
[2022-04-26 01:48:24	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0312482 | val_loss: 0.031248 | Time: 6302.48 ms
[2022-04-26 01:48:30	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0312481 | val_loss: 0.031248 | Time: 6096.28 ms
[2022-04-26 01:48:37	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.031248 | val_loss: 0.0312482 | Time: 6164.27 ms
[2022-04-26 01:48:43	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0312488 | val_loss: 0.0312477 | Time: 6189.02 ms
[2022-04-26 01:48:50	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.031248 | val_loss: 0.0312483 | Time: 6179.11 ms
[2022-04-26 01:48:56	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 5935.73 ms
[2022-04-26 01:49:02	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0312484 | val_loss: 0.0312512 | Time: 5932.59 ms
[2022-04-26 01:49:09	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 6260.22 ms
[2022-04-26 01:49:15	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0312477 | val_loss: 0.031248 | Time: 6273.63 ms
[2022-04-26 01:49:22	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 6044.96 ms
[2022-04-26 01:49:28	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0312484 | val_loss: 0.0312507 | Time: 6134.29 ms
[2022-04-26 01:49:35	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0312487 | val_loss: 0.0312499 | Time: 6130.59 ms
[2022-04-26 01:49:42	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.031248 | val_loss: 0.0312479 | Time: 6290.08 ms
[2022-04-26 01:49:48	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 6081.65 ms
[2022-04-26 01:49:54	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0312478 | val_loss: 0.0312486 | Time: 6118.11 ms
[2022-04-26 01:50:01	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0312482 | val_loss: 0.0312484 | Time: 6306.45 ms
[2022-04-26 01:50:09	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0312479 | val_loss: 0.0312492 | Time: 6119.76 ms
[2022-04-26 01:50:15	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0312478 | val_loss: 0.0312491 | Time: 6258 ms
[2022-04-26 01:50:21	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 5933.77 ms
[2022-04-26 01:50:28	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0312491 | val_loss: 0.0312495 | Time: 6258.95 ms
[2022-04-26 01:50:35	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0312493 | val_loss: 0.0312483 | Time: 6085.01 ms
[2022-04-26 01:50:42	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0312485 | val_loss: 0.0312514 | Time: 6184.05 ms
[2022-04-26 01:50:48	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0312486 | val_loss: 0.0312487 | Time: 6206.26 ms
[2022-04-26 01:50:54	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.031249 | val_loss: 0.0312498 | Time: 6115.03 ms
[2022-04-26 01:51:01	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 5969.67 ms
[2022-04-26 01:51:08	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0312489 | val_loss: 0.0312498 | Time: 6092.42 ms
[2022-04-26 01:51:14	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 6095.28 ms
[2022-04-26 01:51:20	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0312483 | val_loss: 0.031251 | Time: 6292.12 ms
[2022-04-26 01:51:27	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 6275.56 ms
[2022-04-26 01:51:31	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.031248 | val_loss: 0.03125 | Time: 3842.41 ms
[2022-04-26 01:51:38	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 6298.84 ms
[2022-04-26 01:51:45	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.031248 | val_loss: 0.0312483 | Time: 6202.33 ms
[2022-04-26 01:51:51	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 6139.76 ms
[2022-04-26 01:51:57	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 6145.15 ms
[2022-04-26 01:52:05	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0312482 | val_loss: 0.0312482 | Time: 6150.64 ms
[2022-04-26 01:52:11	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 6309 ms
[2022-04-26 01:52:20	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0312484 | val_loss: 0.0312488 | Time: 6249.39 ms
[2022-04-26 01:52:26	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.031248 | val_loss: 0.0312481 | Time: 6080.08 ms
[2022-04-26 01:52:33	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0312473 | val_loss: 0.0312482 | Time: 6105.38 ms
[2022-04-26 01:52:40	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 6082.82 ms
[2022-04-26 01:52:47	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0312478 | val_loss: 0.031248 | Time: 6143.38 ms
[2022-04-26 01:52:53	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 6266.88 ms
[2022-04-26 01:53:00	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 6112.03 ms
[2022-04-26 01:53:06	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.031248 | val_loss: 0.0312482 | Time: 6198.64 ms
[2022-04-26 01:53:13	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0312483 | val_loss: 0.0312491 | Time: 6232.41 ms
[2022-04-26 01:53:20	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 6282.53 ms
[2022-04-26 01:53:27	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0312483 | val_loss: 0.0312492 | Time: 6227.43 ms
[2022-04-26 01:53:33	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 6140.08 ms
[2022-04-26 01:53:40	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.031249 | val_loss: 0.0312478 | Time: 6223.88 ms
[2022-04-26 01:53:46	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 6215.05 ms
[2022-04-26 01:53:53	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 6288.24 ms
[2022-04-26 01:53:59	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 6085.32 ms
[2022-04-26 01:54:05	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 6199.82 ms
[2022-04-26 01:54:12	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.031249 | val_loss: 0.0312479 | Time: 6068.68 ms
[2022-04-26 01:54:19	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 6308.75 ms
[2022-04-26 01:54:25	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.0312487 | val_loss: 0.0312496 | Time: 5971.8 ms
[2022-04-26 01:54:32	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0312485 | val_loss: 0.0312493 | Time: 5809.93 ms
[2022-04-26 01:54:39	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 6107.53 ms
[2022-04-26 01:54:46	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0312481 | val_loss: 0.0312499 | Time: 6203.82 ms
[2022-04-26 01:54:53	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 6147.06 ms
[2022-04-26 01:54:59	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 6265.2 ms
[2022-04-26 01:55:05	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 6069.34 ms
[2022-04-26 01:55:11	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0312472 | val_loss: 0.0312467 | Time: 6289.63 ms
[2022-04-26 01:55:19	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.031249 | val_loss: 0.0312479 | Time: 6179.8 ms
[2022-04-26 01:55:27	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 6359.24 ms
[2022-04-26 01:55:34	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 6135.34 ms
[2022-04-26 01:55:40	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.0312493 | val_loss: 0.0312482 | Time: 6093.85 ms
[2022-04-26 01:55:46	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 6150.41 ms
[2022-04-26 01:55:53	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0312487 | val_loss: 0.0312474 | Time: 6343.84 ms
[2022-04-26 01:55:59	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 6100.03 ms
[2022-04-26 01:56:06	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 6039.3 ms
[2022-04-26 01:56:12	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0312474 | val_loss: 0.0312482 | Time: 6395.17 ms
[2022-04-26 01:56:18	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 6244.87 ms
[2022-04-26 01:56:25	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 6199.32 ms
[2022-04-26 01:56:32	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 6217.34 ms
[2022-04-26 01:56:38	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 6339.24 ms
[2022-04-26 01:56:44	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 6040.69 ms
[2022-04-26 01:56:50	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0312481 | val_loss: 0.0312493 | Time: 5955.14 ms
[2022-04-26 01:56:56	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 6214.73 ms
[2022-04-26 01:57:03	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0312481 | val_loss: 0.0312506 | Time: 6278.2 ms
[2022-04-26 01:57:09	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0312487 | val_loss: 0.0312479 | Time: 6105.71 ms
[2022-04-26 01:57:17	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 6218.93 ms
[2022-04-26 01:57:23	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0312487 | val_loss: 0.0312508 | Time: 6122.25 ms
[2022-04-26 01:57:30	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 6345.31 ms
[2022-04-26 01:57:37	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 6217.62 ms
[2022-04-26 01:57:43	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0312478 | val_loss: 0.0312484 | Time: 5997.96 ms
[2022-04-26 01:57:49	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.0312468 | val_loss: 0.0312471 | Time: 6161.11 ms
[2022-04-26 01:57:57	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0312474 | val_loss: 0.0312452 | Time: 6173.17 ms
[2022-04-26 01:58:04	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 6292.93 ms
[2022-04-26 01:58:11	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0312479 | val_loss: 0.0312455 | Time: 6350.11 ms
[2022-04-26 01:58:18	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0312486 | val_loss: 0.0312467 | Time: 6199.35 ms
[2022-04-26 01:58:25	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0312463 | val_loss: 0.0312461 | Time: 6403.6 ms
[2022-04-26 01:58:32	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.0312472 | val_loss: 0.0312462 | Time: 6370.02 ms
[2022-04-26 01:58:38	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.0312469 | val_loss: 0.0312452 | Time: 6441.82 ms
[2022-04-26 01:58:44	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0312469 | val_loss: 0.0312445 | Time: 5831.41 ms
[2022-04-26 01:58:51	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0312475 | val_loss: 0.0312512 | Time: 6219.95 ms
[2022-04-26 01:58:58	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.0312481 | val_loss: 0.0312464 | Time: 6657.09 ms
[2022-04-26 01:59:05	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.0312478 | val_loss: 0.0312457 | Time: 6263.46 ms
[2022-04-26 01:59:11	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 6235.91 ms
[2022-04-26 01:59:18	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0312466 | val_loss: 0.0312457 | Time: 6141.73 ms
[2022-04-26 01:59:24	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.031246 | val_loss: 0.0312453 | Time: 6043 ms
[2022-04-26 01:59:31	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 6322.59 ms
[2022-04-26 01:59:37	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0312485 | val_loss: 0.0312471 | Time: 6253.6 ms
[2022-04-26 01:59:43	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0312505 | val_loss: 0.0312494 | Time: 6240.97 ms
[2022-04-26 01:59:49	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.0312487 | val_loss: 0.0312475 | Time: 6185.64 ms
[2022-04-26 01:59:56	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.031248 | val_loss: 0.0312455 | Time: 6169.41 ms
[2022-04-26 02:00:02	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 5874.87 ms
[2022-04-26 02:00:08	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.0312469 | val_loss: 0.0312462 | Time: 6271.95 ms
[2022-04-26 02:00:14	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.0312465 | val_loss: 0.0312446 | Time: 6267.45 ms
[2022-04-26 02:00:20	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.0312456 | val_loss: 0.0312459 | Time: 5910.92 ms
[2022-04-26 02:00:28	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.031246 | val_loss: 0.031246 | Time: 6107.39 ms
[2022-04-26 02:00:37	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0312468 | val_loss: 0.0312458 | Time: 6099.89 ms
[2022-04-26 02:00:45	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0312468 | val_loss: 0.0312447 | Time: 6241.63 ms
[2022-04-26 02:00:51	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0312462 | val_loss: 0.0312446 | Time: 5859.02 ms
[2022-04-26 02:00:57	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.0312465 | val_loss: 0.0312446 | Time: 6172.42 ms
[2022-04-26 02:01:06	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.031246 | val_loss: 0.0312452 | Time: 6282.45 ms
[2022-04-26 02:01:12	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.031246 | val_loss: 0.0312449 | Time: 6078.92 ms
[2022-04-26 02:01:18	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.0312461 | val_loss: 0.0312447 | Time: 6159.78 ms
[2022-04-26 02:01:24	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 6107.14 ms
[2022-04-26 02:01:31	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 6205.36 ms
[2022-04-26 02:01:36	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.031247 | val_loss: 0.0312464 | Time: 5209.03 ms
[2022-04-26 02:01:42	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0312468 | val_loss: 0.0312451 | Time: 5335.22 ms
[2022-04-26 02:01:50	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.0312463 | val_loss: 0.0312458 | Time: 5619.15 ms
[2022-04-26 02:01:57	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0312463 | val_loss: 0.0312492 | Time: 6073.53 ms
[2022-04-26 02:02:03	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.031247 | val_loss: 0.0312464 | Time: 6146.67 ms
[2022-04-26 02:02:11	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.0312468 | val_loss: 0.0312454 | Time: 6164.55 ms
[2022-04-26 02:02:17	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.0312459 | val_loss: 0.0312451 | Time: 6270.66 ms
[2022-04-26 02:02:25	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 6176.34 ms
[2022-04-26 02:02:33	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.0312461 | val_loss: 0.0312472 | Time: 6197.15 ms
[2022-04-26 02:02:39	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0312457 | val_loss: 0.0312447 | Time: 6068.53 ms
[2022-04-26 02:02:46	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0312456 | val_loss: 0.0312451 | Time: 5749.58 ms
[2022-04-26 02:02:53	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0312461 | val_loss: 0.0312467 | Time: 6127.09 ms
[2022-04-26 02:02:59	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0312471 | val_loss: 0.0312478 | Time: 5864.54 ms
[2022-04-26 02:03:07	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.031246 | val_loss: 0.0312462 | Time: 6112.65 ms
[2022-04-26 02:03:13	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.0312454 | val_loss: 0.0312463 | Time: 6223.89 ms
[2022-04-26 02:03:20	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0312474 | val_loss: 0.0312456 | Time: 6081.35 ms
[2022-04-26 02:03:27	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0312491 | val_loss: 0.031251 | Time: 5510.9 ms
[2022-04-26 02:03:36	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.0312487 | val_loss: 0.0312467 | Time: 6175.69 ms
[2022-04-26 02:03:44	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0312463 | val_loss: 0.0312464 | Time: 6005.08 ms
[2022-04-26 02:03:52	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.031246 | val_loss: 0.0312465 | Time: 5766.11 ms
[2022-04-26 02:03:58	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.0312465 | val_loss: 0.031246 | Time: 6104.16 ms
[2022-04-26 02:04:06	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 6232.05 ms
[2022-04-26 02:04:12	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 6069.06 ms
[2022-04-26 02:04:19	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.0312472 | val_loss: 0.0312472 | Time: 6129.53 ms
[2022-04-26 02:04:25	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.0312471 | val_loss: 0.0312471 | Time: 6291.92 ms
[2022-04-26 02:04:32	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0312466 | val_loss: 0.031247 | Time: 6123.29 ms
[2022-04-26 02:04:38	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.0312468 | val_loss: 0.031247 | Time: 6104.23 ms
[2022-04-26 02:04:45	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 6004.68 ms
[2022-04-26 02:04:52	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 6355.47 ms
[2022-04-26 02:04:59	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.0312503 | val_loss: 0.0312678 | Time: 6274.58 ms
[2022-04-26 02:05:06	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.0312547 | val_loss: 0.0312516 | Time: 6127.31 ms
[2022-04-26 02:05:12	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0312504 | val_loss: 0.0312525 | Time: 5896.16 ms
[2022-04-26 02:05:20	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0312493 | val_loss: 0.0312472 | Time: 6174.41 ms
[2022-04-26 02:05:27	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 6094.63 ms
[2022-04-26 02:05:33	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.0312484 | val_loss: 0.0312485 | Time: 6276.26 ms
[2022-04-26 02:05:40	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.0312473 | val_loss: 0.0312475 | Time: 5530.26 ms
[2022-04-26 02:05:46	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.0312463 | val_loss: 0.0312477 | Time: 5174.39 ms
[2022-04-26 02:05:55	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.0312474 | val_loss: 0.0312489 | Time: 6100.14 ms
[2022-04-26 02:06:02	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.0312468 | val_loss: 0.0312477 | Time: 6237.29 ms
[2022-04-26 02:06:09	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 6240.26 ms
[2022-04-26 02:06:15	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 5994.44 ms
[2022-04-26 02:06:21	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.0312482 | val_loss: 0.0312479 | Time: 6090.69 ms
[2022-04-26 02:06:28	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 6207.72 ms
[2022-04-26 02:06:35	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0312475 | val_loss: 0.0312496 | Time: 6304.24 ms
[2022-04-26 02:06:42	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.031248 | val_loss: 0.0312508 | Time: 6159.97 ms
[2022-04-26 02:06:48	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 6150.59 ms
[2022-04-26 02:06:56	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0312481 | val_loss: 0.0312475 | Time: 6087.63 ms
[2022-04-26 02:07:02	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.0312468 | val_loss: 0.0312466 | Time: 6275.34 ms
[2022-04-26 02:07:09	                main:574]	:	INFO	:	Epoch 1816 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 6240.55 ms
[2022-04-26 02:07:16	                main:574]	:	INFO	:	Epoch 1817 | loss: 0.0312466 | val_loss: 0.031248 | Time: 6223.3 ms
[2022-04-26 02:07:22	                main:574]	:	INFO	:	Epoch 1818 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 6164.1 ms
[2022-04-26 02:07:29	                main:574]	:	INFO	:	Epoch 1819 | loss: 0.031249 | val_loss: 0.0312486 | Time: 6258.34 ms
[2022-04-26 02:07:35	                main:574]	:	INFO	:	Epoch 1820 | loss: 0.0312473 | val_loss: 0.0312486 | Time: 6309.06 ms
[2022-04-26 02:07:42	                main:574]	:	INFO	:	Epoch 1821 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 6249.37 ms
[2022-04-26 02:07:49	                main:574]	:	INFO	:	Epoch 1822 | loss: 0.0312472 | val_loss: 0.0312497 | Time: 6583.84 ms
[2022-04-26 02:07:55	                main:574]	:	INFO	:	Epoch 1823 | loss: 0.0312472 | val_loss: 0.031249 | Time: 6146.39 ms
[2022-04-26 02:08:01	                main:574]	:	INFO	:	Epoch 1824 | loss: 0.031247 | val_loss: 0.0312473 | Time: 6339.49 ms
[2022-04-26 02:08:08	                main:574]	:	INFO	:	Epoch 1825 | loss: 0.0312467 | val_loss: 0.0312476 | Time: 6149.35 ms
[2022-04-26 02:08:15	                main:574]	:	INFO	:	Epoch 1826 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 6075.24 ms
[2022-04-26 02:08:22	                main:574]	:	INFO	:	Epoch 1827 | loss: 0.0312474 | val_loss: 0.0312484 | Time: 6278.77 ms
[2022-04-26 02:08:30	                main:574]	:	INFO	:	Epoch 1828 | loss: 0.0312469 | val_loss: 0.0312464 | Time: 6007.94 ms
[2022-04-26 02:08:36	                main:574]	:	INFO	:	Epoch 1829 | loss: 0.0312464 | val_loss: 0.0312471 | Time: 6149.32 ms
[2022-04-26 02:08:43	                main:574]	:	INFO	:	Epoch 1830 | loss: 0.0312475 | val_loss: 0.0312488 | Time: 6365.03 ms
[2022-04-26 02:08:50	                main:574]	:	INFO	:	Epoch 1831 | loss: 0.0312472 | val_loss: 0.0312467 | Time: 6199.76 ms
[2022-04-26 02:08:56	                main:574]	:	INFO	:	Epoch 1832 | loss: 0.0312463 | val_loss: 0.0312474 | Time: 6246.34 ms
[2022-04-26 02:09:03	                main:574]	:	INFO	:	Epoch 1833 | loss: 0.0312463 | val_loss: 0.0312467 | Time: 6204.68 ms
[2022-04-26 02:09:09	                main:574]	:	INFO	:	Epoch 1834 | loss: 0.0312457 | val_loss: 0.0312464 | Time: 6242.39 ms
[2022-04-26 02:09:16	                main:574]	:	INFO	:	Epoch 1835 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 6156.94 ms
[2022-04-26 02:09:22	                main:574]	:	INFO	:	Epoch 1836 | loss: 0.0312474 | val_loss: 0.0312464 | Time: 6083.94 ms
[2022-04-26 02:09:28	                main:574]	:	INFO	:	Epoch 1837 | loss: 0.0312459 | val_loss: 0.0312464 | Time: 6227.29 ms
[2022-04-26 02:09:35	                main:574]	:	INFO	:	Epoch 1838 | loss: 0.031246 | val_loss: 0.0312541 | Time: 6312.07 ms
[2022-04-26 02:09:41	                main:574]	:	INFO	:	Epoch 1839 | loss: 0.0312481 | val_loss: 0.0312463 | Time: 6195.09 ms
[2022-04-26 02:09:47	                main:574]	:	INFO	:	Epoch 1840 | loss: 0.0312469 | val_loss: 0.031247 | Time: 6279.63 ms
[2022-04-26 02:09:54	                main:574]	:	INFO	:	Epoch 1841 | loss: 0.0312459 | val_loss: 0.0312468 | Time: 6229.91 ms
[2022-04-26 02:10:00	                main:574]	:	INFO	:	Epoch 1842 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 6035.3 ms
[2022-04-26 02:10:07	                main:574]	:	INFO	:	Epoch 1843 | loss: 0.0312474 | val_loss: 0.0312483 | Time: 6125.83 ms
[2022-04-26 02:10:13	                main:574]	:	INFO	:	Epoch 1844 | loss: 0.0312471 | val_loss: 0.031247 | Time: 6215.26 ms
[2022-04-26 02:10:20	                main:574]	:	INFO	:	Epoch 1845 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 6320.17 ms
[2022-04-26 02:10:27	                main:574]	:	INFO	:	Epoch 1846 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 6179.89 ms
[2022-04-26 02:10:33	                main:574]	:	INFO	:	Epoch 1847 | loss: 0.0312467 | val_loss: 0.0312475 | Time: 6069.96 ms
[2022-04-26 02:10:39	                main:574]	:	INFO	:	Epoch 1848 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 6234.27 ms
[2022-04-26 02:10:46	                main:574]	:	INFO	:	Epoch 1849 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 6267.6 ms
[2022-04-26 02:10:53	                main:574]	:	INFO	:	Epoch 1850 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 6283.15 ms
[2022-04-26 02:10:59	                main:574]	:	INFO	:	Epoch 1851 | loss: 0.0312466 | val_loss: 0.0312463 | Time: 5944.35 ms
[2022-04-26 02:11:06	                main:574]	:	INFO	:	Epoch 1852 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 6184.65 ms
[2022-04-26 02:11:12	                main:574]	:	INFO	:	Epoch 1853 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 6329.18 ms
[2022-04-26 02:11:19	                main:574]	:	INFO	:	Epoch 1854 | loss: 0.0312464 | val_loss: 0.0312464 | Time: 6265.76 ms
[2022-04-26 02:11:25	                main:574]	:	INFO	:	Epoch 1855 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 6126.1 ms
[2022-04-26 02:11:31	                main:574]	:	INFO	:	Epoch 1856 | loss: 0.0312461 | val_loss: 0.0312468 | Time: 6145.16 ms
[2022-04-26 02:11:38	                main:574]	:	INFO	:	Epoch 1857 | loss: 0.0312464 | val_loss: 0.0312461 | Time: 6311.16 ms
[2022-04-26 02:11:45	                main:574]	:	INFO	:	Epoch 1858 | loss: 0.0312465 | val_loss: 0.0312469 | Time: 7057.02 ms
[2022-04-26 02:11:52	                main:574]	:	INFO	:	Epoch 1859 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 6213.91 ms
[2022-04-26 02:11:59	                main:574]	:	INFO	:	Epoch 1860 | loss: 0.0312463 | val_loss: 0.0312466 | Time: 6323.53 ms
[2022-04-26 02:12:05	                main:574]	:	INFO	:	Epoch 1861 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 6250.51 ms
[2022-04-26 02:12:12	                main:574]	:	INFO	:	Epoch 1862 | loss: 0.0312465 | val_loss: 0.0312512 | Time: 6372.76 ms
[2022-04-26 02:12:18	                main:574]	:	INFO	:	Epoch 1863 | loss: 0.0312466 | val_loss: 0.031246 | Time: 6167.86 ms
[2022-04-26 02:12:24	                main:574]	:	INFO	:	Epoch 1864 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 6194.15 ms
[2022-04-26 02:12:30	                main:574]	:	INFO	:	Epoch 1865 | loss: 0.0312468 | val_loss: 0.031247 | Time: 6259.13 ms
[2022-04-26 02:12:37	                main:574]	:	INFO	:	Epoch 1866 | loss: 0.0312468 | val_loss: 0.0312462 | Time: 6251.81 ms
[2022-04-26 02:12:43	                main:574]	:	INFO	:	Epoch 1867 | loss: 0.0312459 | val_loss: 0.0312466 | Time: 6116.01 ms
[2022-04-26 02:12:49	                main:574]	:	INFO	:	Epoch 1868 | loss: 0.0312459 | val_loss: 0.031246 | Time: 6099.73 ms
[2022-04-26 02:12:55	                main:574]	:	INFO	:	Epoch 1869 | loss: 0.0312461 | val_loss: 0.0312466 | Time: 6177.1 ms
[2022-04-26 02:13:02	                main:574]	:	INFO	:	Epoch 1870 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 6081.24 ms
[2022-04-26 02:13:08	                main:574]	:	INFO	:	Epoch 1871 | loss: 0.0312465 | val_loss: 0.031246 | Time: 6236.29 ms
[2022-04-26 02:13:15	                main:574]	:	INFO	:	Epoch 1872 | loss: 0.031247 | val_loss: 0.0312462 | Time: 5918.58 ms
[2022-04-26 02:13:22	                main:574]	:	INFO	:	Epoch 1873 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 6295.46 ms
[2022-04-26 02:13:28	                main:574]	:	INFO	:	Epoch 1874 | loss: 0.0312465 | val_loss: 0.0312467 | Time: 6107.3 ms
[2022-04-26 02:13:34	                main:574]	:	INFO	:	Epoch 1875 | loss: 0.031246 | val_loss: 0.0312474 | Time: 6164.28 ms
[2022-04-26 02:13:41	                main:574]	:	INFO	:	Epoch 1876 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 6522.47 ms
[2022-04-26 02:13:47	                main:574]	:	INFO	:	Epoch 1877 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 6131.09 ms
[2022-04-26 02:13:54	                main:574]	:	INFO	:	Epoch 1878 | loss: 0.0312459 | val_loss: 0.0312464 | Time: 6240.14 ms
[2022-04-26 02:14:01	                main:574]	:	INFO	:	Epoch 1879 | loss: 0.0312458 | val_loss: 0.031246 | Time: 6216.01 ms
[2022-04-26 02:14:07	                main:574]	:	INFO	:	Epoch 1880 | loss: 0.0312459 | val_loss: 0.0312463 | Time: 6330.4 ms
[2022-04-26 02:14:14	                main:574]	:	INFO	:	Epoch 1881 | loss: 0.0312457 | val_loss: 0.0312467 | Time: 6231.94 ms
[2022-04-26 02:14:21	                main:574]	:	INFO	:	Epoch 1882 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 6181.76 ms
[2022-04-26 02:14:27	                main:574]	:	INFO	:	Epoch 1883 | loss: 0.031247 | val_loss: 0.0312488 | Time: 6263.4 ms
[2022-04-26 02:14:33	                main:574]	:	INFO	:	Epoch 1884 | loss: 0.0312472 | val_loss: 0.0312478 | Time: 6103.22 ms
[2022-04-26 02:14:40	                main:574]	:	INFO	:	Epoch 1885 | loss: 0.0312481 | val_loss: 0.0312462 | Time: 6258.17 ms
[2022-04-26 02:14:47	                main:574]	:	INFO	:	Epoch 1886 | loss: 0.0312473 | val_loss: 0.0312462 | Time: 6286.26 ms
[2022-04-26 02:14:53	                main:574]	:	INFO	:	Epoch 1887 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 6261.21 ms
[2022-04-26 02:14:59	                main:574]	:	INFO	:	Epoch 1888 | loss: 0.0312479 | val_loss: 0.0312464 | Time: 6177.37 ms
[2022-04-26 02:15:06	                main:574]	:	INFO	:	Epoch 1889 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 6335.11 ms
[2022-04-26 02:15:12	                main:574]	:	INFO	:	Epoch 1890 | loss: 0.0312488 | val_loss: 0.031247 | Time: 6230.92 ms
[2022-04-26 02:15:18	                main:574]	:	INFO	:	Epoch 1891 | loss: 0.0312492 | val_loss: 0.0312477 | Time: 6024.07 ms
[2022-04-26 02:15:24	                main:574]	:	INFO	:	Epoch 1892 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 6150.07 ms
[2022-04-26 02:15:31	                main:574]	:	INFO	:	Epoch 1893 | loss: 0.0312476 | val_loss: 0.0312481 | Time: 6067.72 ms
[2022-04-26 02:15:37	                main:574]	:	INFO	:	Epoch 1894 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 6083.7 ms
[2022-04-26 02:15:43	                main:574]	:	INFO	:	Epoch 1895 | loss: 0.0312476 | val_loss: 0.0312463 | Time: 6243.75 ms
[2022-04-26 02:15:50	                main:574]	:	INFO	:	Epoch 1896 | loss: 0.0312473 | val_loss: 0.0312459 | Time: 6279.47 ms
[2022-04-26 02:15:56	                main:574]	:	INFO	:	Epoch 1897 | loss: 0.0312478 | val_loss: 0.031247 | Time: 5984.58 ms
[2022-04-26 02:16:02	                main:574]	:	INFO	:	Epoch 1898 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 6159.07 ms
[2022-04-26 02:16:09	                main:574]	:	INFO	:	Epoch 1899 | loss: 0.0312472 | val_loss: 0.0312465 | Time: 6271.35 ms
[2022-04-26 02:16:15	                main:574]	:	INFO	:	Epoch 1900 | loss: 0.0312489 | val_loss: 0.0312459 | Time: 6218.08 ms
[2022-04-26 02:16:22	                main:574]	:	INFO	:	Epoch 1901 | loss: 0.0312475 | val_loss: 0.0312458 | Time: 6256.52 ms
[2022-04-26 02:16:29	                main:574]	:	INFO	:	Epoch 1902 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 6215.15 ms
[2022-04-26 02:16:35	                main:574]	:	INFO	:	Epoch 1903 | loss: 0.0312471 | val_loss: 0.0312464 | Time: 6262.43 ms
[2022-04-26 02:16:42	                main:574]	:	INFO	:	Epoch 1904 | loss: 0.0312471 | val_loss: 0.0312458 | Time: 6269.37 ms
[2022-04-26 02:16:48	                main:574]	:	INFO	:	Epoch 1905 | loss: 0.0312472 | val_loss: 0.0312459 | Time: 6089.73 ms
[2022-04-26 02:16:54	                main:574]	:	INFO	:	Epoch 1906 | loss: 0.0312473 | val_loss: 0.0312455 | Time: 6031.09 ms
[2022-04-26 02:17:01	                main:574]	:	INFO	:	Epoch 1907 | loss: 0.0312471 | val_loss: 0.031246 | Time: 6253.29 ms
[2022-04-26 02:17:07	                main:574]	:	INFO	:	Epoch 1908 | loss: 0.031247 | val_loss: 0.0312478 | Time: 6223.64 ms
[2022-04-26 02:17:14	                main:574]	:	INFO	:	Epoch 1909 | loss: 0.0312472 | val_loss: 0.0312455 | Time: 6210.34 ms
[2022-04-26 02:17:21	                main:574]	:	INFO	:	Epoch 1910 | loss: 0.0312471 | val_loss: 0.0312458 | Time: 6075.55 ms
[2022-04-26 02:17:27	                main:574]	:	INFO	:	Epoch 1911 | loss: 0.0312472 | val_loss: 0.0312457 | Time: 6317.4 ms
[2022-04-26 02:17:33	                main:574]	:	INFO	:	Epoch 1912 | loss: 0.0312476 | val_loss: 0.0312483 | Time: 6130.23 ms
[2022-04-26 02:17:39	                main:574]	:	INFO	:	Epoch 1913 | loss: 0.0312501 | val_loss: 0.0312469 | Time: 6137.55 ms
[2022-04-26 02:17:46	                main:574]	:	INFO	:	Epoch 1914 | loss: 0.0312478 | val_loss: 0.0312487 | Time: 6173.26 ms
[2022-04-26 02:17:52	                main:574]	:	INFO	:	Epoch 1915 | loss: 0.0312487 | val_loss: 0.0312466 | Time: 6264.1 ms
[2022-04-26 02:17:58	                main:574]	:	INFO	:	Epoch 1916 | loss: 0.0312475 | val_loss: 0.0312462 | Time: 6314.37 ms
[2022-04-26 02:18:05	                main:574]	:	INFO	:	Epoch 1917 | loss: 0.031247 | val_loss: 0.0312452 | Time: 6119.39 ms
[2022-04-26 02:18:11	                main:574]	:	INFO	:	Epoch 1918 | loss: 0.0312469 | val_loss: 0.0312455 | Time: 6378.34 ms
[2022-04-26 02:18:18	                main:574]	:	INFO	:	Epoch 1919 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 6363.29 ms
[2022-04-26 02:18:24	                main:574]	:	INFO	:	Epoch 1920 | loss: 0.031247 | val_loss: 0.0312453 | Time: 6225.89 ms
[2022-04-26 02:18:30	                main:574]	:	INFO	:	Epoch 1921 | loss: 0.0312477 | val_loss: 0.0312489 | Time: 6185.64 ms
[2022-04-26 02:18:37	                main:574]	:	INFO	:	Epoch 1922 | loss: 0.0312472 | val_loss: 0.031246 | Time: 6439.98 ms
[2022-04-26 02:18:44	                main:574]	:	INFO	:	Epoch 1923 | loss: 0.0312467 | val_loss: 0.0312448 | Time: 6289.84 ms
[2022-04-26 02:18:50	                main:574]	:	INFO	:	Epoch 1924 | loss: 0.031247 | val_loss: 0.0312451 | Time: 6270.63 ms
[2022-04-26 02:18:56	                main:574]	:	INFO	:	Epoch 1925 | loss: 0.0312469 | val_loss: 0.0312459 | Time: 5973.3 ms
[2022-04-26 02:19:03	                main:574]	:	INFO	:	Epoch 1926 | loss: 0.031248 | val_loss: 0.0312469 | Time: 6277.59 ms
[2022-04-26 02:19:09	                main:574]	:	INFO	:	Epoch 1927 | loss: 0.0312469 | val_loss: 0.0312453 | Time: 6204.55 ms
[2022-04-26 02:19:15	                main:574]	:	INFO	:	Epoch 1928 | loss: 0.0312469 | val_loss: 0.0312472 | Time: 6281.76 ms
[2022-04-26 02:19:22	                main:574]	:	INFO	:	Epoch 1929 | loss: 0.0312489 | val_loss: 0.0312454 | Time: 6289.34 ms
[2022-04-26 02:19:28	                main:574]	:	INFO	:	Epoch 1930 | loss: 0.0312477 | val_loss: 0.0312461 | Time: 6259.64 ms
[2022-04-26 02:19:35	                main:574]	:	INFO	:	Epoch 1931 | loss: 0.0312468 | val_loss: 0.0312454 | Time: 6213.99 ms
[2022-04-26 02:19:41	                main:574]	:	INFO	:	Epoch 1932 | loss: 0.0312468 | val_loss: 0.031245 | Time: 6164.46 ms
[2022-04-26 02:19:48	                main:574]	:	INFO	:	Epoch 1933 | loss: 0.0312475 | val_loss: 0.0312461 | Time: 6175.9 ms
[2022-04-26 02:19:55	                main:574]	:	INFO	:	Epoch 1934 | loss: 0.0312467 | val_loss: 0.0312444 | Time: 6242.17 ms
[2022-04-26 02:20:01	                main:574]	:	INFO	:	Epoch 1935 | loss: 0.031247 | val_loss: 0.0312464 | Time: 6161.42 ms
[2022-04-26 02:20:07	                main:574]	:	INFO	:	Epoch 1936 | loss: 0.0312467 | val_loss: 0.031246 | Time: 5972.91 ms
[2022-04-26 02:20:12	                main:574]	:	INFO	:	Epoch 1937 | loss: 0.0312473 | val_loss: 0.0312458 | Time: 4496.92 ms
[2022-04-26 02:20:19	                main:574]	:	INFO	:	Epoch 1938 | loss: 0.0312469 | val_loss: 0.0312455 | Time: 6084.18 ms
[2022-04-26 02:20:26	                main:574]	:	INFO	:	Epoch 1939 | loss: 0.0312467 | val_loss: 0.0312453 | Time: 6282.77 ms
[2022-04-26 02:20:32	                main:574]	:	INFO	:	Epoch 1940 | loss: 0.0312465 | val_loss: 0.0312452 | Time: 6136.88 ms
[2022-04-26 02:20:38	                main:574]	:	INFO	:	Epoch 1941 | loss: 0.0312464 | val_loss: 0.031249 | Time: 6190.44 ms
[2022-04-26 02:20:44	                main:574]	:	INFO	:	Epoch 1942 | loss: 0.0312478 | val_loss: 0.0312465 | Time: 6221.05 ms
[2022-04-26 02:20:51	                main:574]	:	INFO	:	Epoch 1943 | loss: 0.0312478 | val_loss: 0.0312457 | Time: 6296.26 ms
[2022-04-26 02:20:57	                main:574]	:	INFO	:	Epoch 1944 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 6021.86 ms
[2022-04-26 02:21:04	                main:574]	:	INFO	:	Epoch 1945 | loss: 0.0312474 | val_loss: 0.0312452 | Time: 5936.15 ms
[2022-04-26 02:21:11	                main:574]	:	INFO	:	Epoch 1946 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 6250.96 ms
[2022-04-26 02:21:17	                main:574]	:	INFO	:	Epoch 1947 | loss: 0.0312478 | val_loss: 0.0312464 | Time: 6215.7 ms
[2022-04-26 02:21:24	                main:574]	:	INFO	:	Epoch 1948 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 6134.42 ms
[2022-04-26 02:21:30	                main:574]	:	INFO	:	Epoch 1949 | loss: 0.0312483 | val_loss: 0.0312454 | Time: 6028.92 ms
[2022-04-26 02:21:36	                main:574]	:	INFO	:	Epoch 1950 | loss: 0.031247 | val_loss: 0.0312471 | Time: 6096.17 ms
[2022-04-26 02:21:42	                main:574]	:	INFO	:	Epoch 1951 | loss: 0.0312486 | val_loss: 0.0312493 | Time: 6326.7 ms
[2022-04-26 02:21:49	                main:574]	:	INFO	:	Epoch 1952 | loss: 0.0312503 | val_loss: 0.0312492 | Time: 6101.37 ms
[2022-04-26 02:21:55	                main:574]	:	INFO	:	Epoch 1953 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 6051.94 ms
[2022-04-26 02:22:01	                main:574]	:	INFO	:	Epoch 1954 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 6321.28 ms
[2022-04-26 02:22:08	                main:574]	:	INFO	:	Epoch 1955 | loss: 0.0312492 | val_loss: 0.0312507 | Time: 6250.34 ms
[2022-04-26 02:22:14	                main:574]	:	INFO	:	Epoch 1956 | loss: 0.0312503 | val_loss: 0.031251 | Time: 6066.03 ms
[2022-04-26 02:22:21	                main:574]	:	INFO	:	Epoch 1957 | loss: 0.03125 | val_loss: 0.0312509 | Time: 6064.17 ms
[2022-04-26 02:22:27	                main:574]	:	INFO	:	Epoch 1958 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 6314.43 ms
[2022-04-26 02:22:34	                main:574]	:	INFO	:	Epoch 1959 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 6222.44 ms
[2022-04-26 02:22:41	                main:574]	:	INFO	:	Epoch 1960 | loss: 0.0312493 | val_loss: 0.0312493 | Time: 6888.54 ms
[2022-04-26 02:22:47	                main:574]	:	INFO	:	Epoch 1961 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 6398.62 ms
[2022-04-26 02:22:54	                main:574]	:	INFO	:	Epoch 1962 | loss: 0.0312495 | val_loss: 0.0312543 | Time: 6252.92 ms
[2022-04-26 02:23:00	                main:574]	:	INFO	:	Epoch 1963 | loss: 0.0312508 | val_loss: 0.0312494 | Time: 6264.62 ms
[2022-04-26 02:23:07	                main:574]	:	INFO	:	Epoch 1964 | loss: 0.0312495 | val_loss: 0.031249 | Time: 6176.2 ms
[2022-04-26 02:23:13	                main:574]	:	INFO	:	Epoch 1965 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 5739.99 ms
[2022-04-26 02:23:19	                main:574]	:	INFO	:	Epoch 1966 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 6192.57 ms
[2022-04-26 02:23:26	                main:574]	:	INFO	:	Epoch 1967 | loss: 0.03125 | val_loss: 0.031249 | Time: 6280.4 ms
[2022-04-26 02:23:32	                main:574]	:	INFO	:	Epoch 1968 | loss: 0.03125 | val_loss: 0.0312524 | Time: 6186.34 ms
[2022-04-26 02:23:40	                main:574]	:	INFO	:	Epoch 1969 | loss: 0.03125 | val_loss: 0.0312512 | Time: 6366.95 ms
[2022-04-26 02:23:46	                main:574]	:	INFO	:	Epoch 1970 | loss: 0.0312492 | val_loss: 0.031249 | Time: 6360.83 ms
[2022-04-26 02:23:52	                main:574]	:	INFO	:	Epoch 1971 | loss: 0.0312487 | val_loss: 0.0312498 | Time: 6090.55 ms
[2022-04-26 02:23:59	                main:574]	:	INFO	:	Epoch 1972 | loss: 0.031249 | val_loss: 0.0312495 | Time: 5851.1 ms
[2022-04-26 02:24:05	                main:574]	:	INFO	:	Epoch 1973 | loss: 0.0312486 | val_loss: 0.031249 | Time: 6197.28 ms
[2022-04-26 02:24:12	                main:574]	:	INFO	:	Epoch 1974 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 6219.43 ms
[2022-04-26 02:24:18	                main:574]	:	INFO	:	Epoch 1975 | loss: 0.0312487 | val_loss: 0.031256 | Time: 6104.78 ms
[2022-04-26 02:24:24	                main:574]	:	INFO	:	Epoch 1976 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 6192.45 ms
[2022-04-26 02:24:31	                main:574]	:	INFO	:	Epoch 1977 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 6207.7 ms
[2022-04-26 02:24:38	                main:574]	:	INFO	:	Epoch 1978 | loss: 0.0312498 | val_loss: 0.031249 | Time: 6369.14 ms
[2022-04-26 02:24:44	                main:574]	:	INFO	:	Epoch 1979 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 6111.69 ms
[2022-04-26 02:24:50	                main:574]	:	INFO	:	Epoch 1980 | loss: 0.031249 | val_loss: 0.0312487 | Time: 6175.16 ms
[2022-04-26 02:24:57	                main:574]	:	INFO	:	Epoch 1981 | loss: 0.0312485 | val_loss: 0.0312511 | Time: 6252.25 ms
[2022-04-26 02:25:04	                main:574]	:	INFO	:	Epoch 1982 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 6354.84 ms
[2022-04-26 02:25:10	                main:574]	:	INFO	:	Epoch 1983 | loss: 0.0312492 | val_loss: 0.0312512 | Time: 6147.88 ms
[2022-04-26 02:25:17	                main:574]	:	INFO	:	Epoch 1984 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 6226.78 ms
[2022-04-26 02:25:23	                main:574]	:	INFO	:	Epoch 1985 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 6188.23 ms
[2022-04-26 02:25:30	                main:574]	:	INFO	:	Epoch 1986 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 6423.24 ms
[2022-04-26 02:25:36	                main:574]	:	INFO	:	Epoch 1987 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 6277.75 ms
[2022-04-26 02:25:42	                main:574]	:	INFO	:	Epoch 1988 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 6169.15 ms
[2022-04-26 02:25:49	                main:574]	:	INFO	:	Epoch 1989 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 6196.07 ms
[2022-04-26 02:25:56	                main:574]	:	INFO	:	Epoch 1990 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 6410.06 ms
[2022-04-26 02:26:02	                main:574]	:	INFO	:	Epoch 1991 | loss: 0.0312479 | val_loss: 0.03125 | Time: 6202.24 ms
[2022-04-26 02:26:09	                main:574]	:	INFO	:	Epoch 1992 | loss: 0.0312479 | val_loss: 0.0312487 | Time: 6176.64 ms
[2022-04-26 02:26:15	                main:574]	:	INFO	:	Epoch 1993 | loss: 0.0312479 | val_loss: 0.0312492 | Time: 6177.33 ms
[2022-04-26 02:26:21	                main:574]	:	INFO	:	Epoch 1994 | loss: 0.0312487 | val_loss: 0.031249 | Time: 6243.81 ms
[2022-04-26 02:26:28	                main:574]	:	INFO	:	Epoch 1995 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 6110.65 ms
[2022-04-26 02:26:36	                main:574]	:	INFO	:	Epoch 1996 | loss: 0.031249 | val_loss: 0.0312519 | Time: 6131.33 ms
[2022-04-26 02:26:44	                main:574]	:	INFO	:	Epoch 1997 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 6192.82 ms
[2022-04-26 02:26:50	                main:574]	:	INFO	:	Epoch 1998 | loss: 0.0312489 | val_loss: 0.0312499 | Time: 6055.09 ms
[2022-04-26 02:26:57	                main:574]	:	INFO	:	Epoch 1999 | loss: 0.0312488 | val_loss: 0.0312517 | Time: 6092.6 ms
[2022-04-26 02:27:04	                main:574]	:	INFO	:	Epoch 2000 | loss: 0.0312481 | val_loss: 0.0312491 | Time: 6356.37 ms
[2022-04-26 02:27:10	                main:574]	:	INFO	:	Epoch 2001 | loss: 0.0312488 | val_loss: 0.0312492 | Time: 6002.3 ms
[2022-04-26 02:27:16	                main:574]	:	INFO	:	Epoch 2002 | loss: 0.0312487 | val_loss: 0.0312491 | Time: 6194.14 ms
[2022-04-26 02:27:24	                main:574]	:	INFO	:	Epoch 2003 | loss: 0.0312486 | val_loss: 0.0312512 | Time: 5993.55 ms
[2022-04-26 02:27:31	                main:574]	:	INFO	:	Epoch 2004 | loss: 0.0312489 | val_loss: 0.0312533 | Time: 6736.18 ms
[2022-04-26 02:27:38	                main:574]	:	INFO	:	Epoch 2005 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 6353.81 ms
[2022-04-26 02:27:45	                main:574]	:	INFO	:	Epoch 2006 | loss: 0.0312482 | val_loss: 0.0312505 | Time: 7204.51 ms
[2022-04-26 02:27:54	                main:574]	:	INFO	:	Epoch 2007 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 6132.71 ms
[2022-04-26 02:28:01	                main:574]	:	INFO	:	Epoch 2008 | loss: 0.0312505 | val_loss: 0.0312523 | Time: 6199.53 ms
[2022-04-26 02:28:09	                main:574]	:	INFO	:	Epoch 2009 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 6213 ms
[2022-04-26 02:28:15	                main:574]	:	INFO	:	Epoch 2010 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 6077.67 ms
[2022-04-26 02:28:21	                main:574]	:	INFO	:	Epoch 2011 | loss: 0.0312481 | val_loss: 0.0312497 | Time: 5995.63 ms
[2022-04-26 02:28:29	                main:574]	:	INFO	:	Epoch 2012 | loss: 0.0312494 | val_loss: 0.0312488 | Time: 6166.58 ms
[2022-04-26 02:28:36	                main:574]	:	INFO	:	Epoch 2013 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 6333.43 ms
[2022-04-26 02:28:43	                main:574]	:	INFO	:	Epoch 2014 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 5932.31 ms
[2022-04-26 02:28:51	                main:574]	:	INFO	:	Epoch 2015 | loss: 0.0312479 | val_loss: 0.0312507 | Time: 6256.99 ms
[2022-04-26 02:28:57	                main:574]	:	INFO	:	Epoch 2016 | loss: 0.03125 | val_loss: 0.0312522 | Time: 6126.59 ms
[2022-04-26 02:29:03	                main:574]	:	INFO	:	Epoch 2017 | loss: 0.0312503 | val_loss: 0.0312526 | Time: 6240.57 ms
[2022-04-26 02:29:09	                main:574]	:	INFO	:	Epoch 2018 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 6208.01 ms
[2022-04-26 02:29:17	                main:574]	:	INFO	:	Epoch 2019 | loss: 0.0312513 | val_loss: 0.0312493 | Time: 6760.97 ms
[2022-04-26 02:29:23	                main:574]	:	INFO	:	Epoch 2020 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 6269.82 ms
[2022-04-26 02:29:31	                main:574]	:	INFO	:	Epoch 2021 | loss: 0.0312485 | val_loss: 0.0312531 | Time: 6045.49 ms
[2022-04-26 02:29:37	                main:574]	:	INFO	:	Epoch 2022 | loss: 0.0312497 | val_loss: 0.0312491 | Time: 5947.73 ms
[2022-04-26 02:29:43	                main:574]	:	INFO	:	Epoch 2023 | loss: 0.0312485 | val_loss: 0.031249 | Time: 6208.77 ms
[2022-04-26 02:29:51	                main:574]	:	INFO	:	Epoch 2024 | loss: 0.0312485 | val_loss: 0.031249 | Time: 6249.86 ms
[2022-04-26 02:29:57	                main:574]	:	INFO	:	Epoch 2025 | loss: 0.0312477 | val_loss: 0.0312513 | Time: 6032.24 ms
[2022-04-26 02:30:04	                main:574]	:	INFO	:	Epoch 2026 | loss: 0.0312479 | val_loss: 0.0312485 | Time: 6296.01 ms
[2022-04-26 02:30:10	                main:574]	:	INFO	:	Epoch 2027 | loss: 0.0312483 | val_loss: 0.0312485 | Time: 6318.61 ms
[2022-04-26 02:30:16	                main:574]	:	INFO	:	Epoch 2028 | loss: 0.0312478 | val_loss: 0.0312487 | Time: 5868.99 ms
[2022-04-26 02:30:23	                main:574]	:	INFO	:	Epoch 2029 | loss: 0.0312475 | val_loss: 0.0312492 | Time: 6167.46 ms
[2022-04-26 02:30:29	                main:574]	:	INFO	:	Epoch 2030 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 6026.78 ms
[2022-04-26 02:30:36	                main:574]	:	INFO	:	Epoch 2031 | loss: 0.0312487 | val_loss: 0.0312522 | Time: 6266.72 ms
[2022-04-26 02:30:42	                main:574]	:	INFO	:	Epoch 2032 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 6084.97 ms
[2022-04-26 02:30:49	                main:574]	:	INFO	:	Epoch 2033 | loss: 0.0312475 | val_loss: 0.0312486 | Time: 6156.58 ms
[2022-04-26 02:30:55	                main:574]	:	INFO	:	Epoch 2034 | loss: 0.0312486 | val_loss: 0.0312506 | Time: 6281.58 ms
[2022-04-26 02:31:02	                main:574]	:	INFO	:	Epoch 2035 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 6411.38 ms
[2022-04-26 02:31:08	                main:574]	:	INFO	:	Epoch 2036 | loss: 0.0312477 | val_loss: 0.0312485 | Time: 6115.47 ms
[2022-04-26 02:31:16	                main:574]	:	INFO	:	Epoch 2037 | loss: 0.0312481 | val_loss: 0.0312485 | Time: 6217.44 ms
[2022-04-26 02:31:26	                main:574]	:	INFO	:	Epoch 2038 | loss: 0.0312479 | val_loss: 0.0312489 | Time: 6230.94 ms
[2022-04-26 02:31:34	                main:574]	:	INFO	:	Epoch 2039 | loss: 0.0312478 | val_loss: 0.0312482 | Time: 6106.49 ms
[2022-04-26 02:31:42	                main:574]	:	INFO	:	Epoch 2040 | loss: 0.031248 | val_loss: 0.0312489 | Time: 6210.29 ms
[2022-04-26 02:31:49	                main:574]	:	INFO	:	Epoch 2041 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 5837.19 ms
[2022-04-26 02:31:56	                main:574]	:	INFO	:	Epoch 2042 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 6338.02 ms
[2022-04-26 02:32:02	                main:574]	:	INFO	:	Epoch 2043 | loss: 0.0312482 | val_loss: 0.0312487 | Time: 6092.1 ms
[2022-04-26 02:32:13	                main:574]	:	INFO	:	Epoch 2044 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 6492.01 ms
[2022-04-26 02:32:20	                main:574]	:	INFO	:	Epoch 2045 | loss: 0.031249 | val_loss: 0.0312502 | Time: 6164.43 ms
[2022-04-26 02:32:26	                main:574]	:	INFO	:	Epoch 2046 | loss: 0.0312495 | val_loss: 0.0312491 | Time: 5835.17 ms
[2022-04-26 02:32:32	                main:574]	:	INFO	:	Epoch 2047 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 6089.69 ms
[2022-04-26 02:32:39	                main:574]	:	INFO	:	Epoch 2048 | loss: 0.0312482 | val_loss: 0.0312487 | Time: 6189.04 ms
[2022-04-26 02:32:41	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss 0.0312487
[2022-04-26 02:32:42	                main:603]	:	INFO	:	Saving end state to config to file
[2022-04-26 02:32:44	                main:608]	:	INFO	:	Success, exiting..
02:32:44 (5680): called boinc_finish(0)

</stderr_txt>
]]>


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