Task 14355309

Name ParityModified-1647044361-10828-3-0_1
Workunit 11190894
Created 4 Apr 2022, 14:33:07 UTC
Sent 4 Apr 2022, 15:44:39 UTC
Report deadline 12 Apr 2022, 15:44:39 UTC
Received 10 Apr 2022, 3:42:03 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 8379
Run time 2 hours 34 min 51 sec
CPU time 2 hours 33 min 6 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 1,179.24 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 1.63 GB
Peak swap size 3.57 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
6 ms
[2022-04-10 05:01:37	                main:574]	:	INFO	:	Epoch 1519 | loss: 0.0311675 | val_loss: 0.0311755 | Time: 4611.88 ms
[2022-04-10 05:01:42	                main:574]	:	INFO	:	Epoch 1520 | loss: 0.0311671 | val_loss: 0.0311773 | Time: 4565.81 ms
[2022-04-10 05:01:47	                main:574]	:	INFO	:	Epoch 1521 | loss: 0.0311682 | val_loss: 0.0311801 | Time: 4596.03 ms
[2022-04-10 05:01:51	                main:574]	:	INFO	:	Epoch 1522 | loss: 0.0311702 | val_loss: 0.0311764 | Time: 4556.64 ms
[2022-04-10 05:01:56	                main:574]	:	INFO	:	Epoch 1523 | loss: 0.0311701 | val_loss: 0.0311755 | Time: 4594.6 ms
[2022-04-10 05:02:00	                main:574]	:	INFO	:	Epoch 1524 | loss: 0.0311691 | val_loss: 0.0311759 | Time: 4615.51 ms
[2022-04-10 05:02:05	                main:574]	:	INFO	:	Epoch 1525 | loss: 0.0311688 | val_loss: 0.0311746 | Time: 4585.7 ms
[2022-04-10 05:02:10	                main:574]	:	INFO	:	Epoch 1526 | loss: 0.0311683 | val_loss: 0.0311754 | Time: 4623.48 ms
[2022-04-10 05:02:14	                main:574]	:	INFO	:	Epoch 1527 | loss: 0.0311684 | val_loss: 0.0311748 | Time: 4571.23 ms
[2022-04-10 05:02:19	                main:574]	:	INFO	:	Epoch 1528 | loss: 0.0311673 | val_loss: 0.0311774 | Time: 4581.04 ms
[2022-04-10 05:02:23	                main:574]	:	INFO	:	Epoch 1529 | loss: 0.0311673 | val_loss: 0.0311756 | Time: 4558.53 ms
[2022-04-10 05:02:28	                main:574]	:	INFO	:	Epoch 1530 | loss: 0.0311676 | val_loss: 0.0311779 | Time: 4564.57 ms
[2022-04-10 05:02:32	                main:574]	:	INFO	:	Epoch 1531 | loss: 0.0311671 | val_loss: 0.0311772 | Time: 4582.66 ms
[2022-04-10 05:02:37	                main:574]	:	INFO	:	Epoch 1532 | loss: 0.0311713 | val_loss: 0.0311792 | Time: 4565.02 ms
[2022-04-10 05:02:42	                main:574]	:	INFO	:	Epoch 1533 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 4559.79 ms
[2022-04-10 05:02:46	                main:574]	:	INFO	:	Epoch 1534 | loss: 0.0311689 | val_loss: 0.0311775 | Time: 4552.06 ms
[2022-04-10 05:02:51	                main:574]	:	INFO	:	Epoch 1535 | loss: 0.0311691 | val_loss: 0.0311751 | Time: 4605.51 ms
[2022-04-10 05:02:55	                main:574]	:	INFO	:	Epoch 1536 | loss: 0.0311676 | val_loss: 0.0311739 | Time: 4662.85 ms
[2022-04-10 05:03:00	                main:574]	:	INFO	:	Epoch 1537 | loss: 0.0311666 | val_loss: 0.031173 | Time: 4568.42 ms
[2022-04-10 05:03:05	                main:574]	:	INFO	:	Epoch 1538 | loss: 0.0311669 | val_loss: 0.0311763 | Time: 4593.32 ms
[2022-04-10 05:03:09	                main:574]	:	INFO	:	Epoch 1539 | loss: 0.0311702 | val_loss: 0.0311791 | Time: 4512.59 ms
[2022-04-10 05:03:14	                main:574]	:	INFO	:	Epoch 1540 | loss: 0.0311766 | val_loss: 0.0311777 | Time: 4573.25 ms
[2022-04-10 05:03:18	                main:574]	:	INFO	:	Epoch 1541 | loss: 0.0311745 | val_loss: 0.031176 | Time: 4600.84 ms
[2022-04-10 05:03:23	                main:574]	:	INFO	:	Epoch 1542 | loss: 0.031174 | val_loss: 0.0311789 | Time: 4620.19 ms
[2022-04-10 05:03:28	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.0311735 | val_loss: 0.0311741 | Time: 4617.09 ms
[2022-04-10 05:03:32	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.031171 | val_loss: 0.0311748 | Time: 4586.29 ms
[2022-04-10 05:03:37	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.0311696 | val_loss: 0.0311749 | Time: 4547.62 ms
[2022-04-10 05:03:41	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.0311704 | val_loss: 0.0311752 | Time: 4563.73 ms
[2022-04-10 05:03:46	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0311724 | val_loss: 0.0311756 | Time: 4563.69 ms
[2022-04-10 05:03:50	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 4554.66 ms
[2022-04-10 05:03:55	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.0311699 | val_loss: 0.0311763 | Time: 4560.04 ms
[2022-04-10 05:04:00	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 4578.72 ms
[2022-04-10 05:04:04	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0311706 | val_loss: 0.0311755 | Time: 4557.64 ms
[2022-04-10 05:04:09	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.0311702 | val_loss: 0.0311757 | Time: 4584 ms
[2022-04-10 05:04:13	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0311688 | val_loss: 0.0311743 | Time: 4548.47 ms
[2022-04-10 05:04:18	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 4517.39 ms
[2022-04-10 05:04:22	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0311686 | val_loss: 0.0311748 | Time: 4589.06 ms
[2022-04-10 05:04:27	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0311681 | val_loss: 0.0311767 | Time: 4549.28 ms
[2022-04-10 05:04:31	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0311673 | val_loss: 0.0311757 | Time: 4493.68 ms
[2022-04-10 05:04:36	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.031168 | val_loss: 0.031178 | Time: 4559.15 ms
[2022-04-10 05:04:41	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0311679 | val_loss: 0.0311771 | Time: 4569.79 ms
[2022-04-10 05:04:45	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0311676 | val_loss: 0.031176 | Time: 4535.11 ms
[2022-04-10 05:04:50	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 4537.15 ms
[2022-04-10 05:04:54	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0311678 | val_loss: 0.0311752 | Time: 4635.96 ms
[2022-04-10 05:04:59	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0311672 | val_loss: 0.0311756 | Time: 4565.03 ms
[2022-04-10 05:05:03	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.031166 | val_loss: 0.0311764 | Time: 4600.54 ms
[2022-04-10 05:05:08	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.0311673 | val_loss: 0.031177 | Time: 4519.03 ms
[2022-04-10 05:05:13	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0311684 | val_loss: 0.0311768 | Time: 4554.8 ms
[2022-04-10 05:05:17	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0311685 | val_loss: 0.0311771 | Time: 4573.73 ms
[2022-04-10 05:05:22	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0311672 | val_loss: 0.0311765 | Time: 4531.83 ms
[2022-04-10 05:05:26	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0311683 | val_loss: 0.0311764 | Time: 4571.48 ms
[2022-04-10 05:05:31	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0311709 | val_loss: 0.0311765 | Time: 4560.14 ms
[2022-04-10 05:05:35	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0311678 | val_loss: 0.0311755 | Time: 4625.16 ms
[2022-04-10 05:05:40	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0311704 | val_loss: 0.0311753 | Time: 4572.22 ms
[2022-04-10 05:05:45	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0311692 | val_loss: 0.0311771 | Time: 4611.01 ms
[2022-04-10 05:05:49	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 4615.29 ms
[2022-04-10 05:05:54	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0311725 | val_loss: 0.0311744 | Time: 4571.27 ms
[2022-04-10 05:05:58	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0311702 | val_loss: 0.0311743 | Time: 4494.68 ms
[2022-04-10 05:06:03	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.031169 | val_loss: 0.0311752 | Time: 4492.69 ms
[2022-04-10 05:06:07	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0311694 | val_loss: 0.0311761 | Time: 4490.15 ms
[2022-04-10 05:06:12	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0311698 | val_loss: 0.0311765 | Time: 4507.23 ms
[2022-04-10 05:06:16	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0311723 | val_loss: 0.0311746 | Time: 4592.65 ms
[2022-04-10 05:06:21	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0311721 | val_loss: 0.0311754 | Time: 4509.5 ms
[2022-04-10 05:06:25	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0312051 | val_loss: 0.0312288 | Time: 4533.89 ms
[2022-04-10 05:06:30	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.031265 | val_loss: 0.0314915 | Time: 4510.99 ms
[2022-04-10 05:06:35	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0312622 | val_loss: 0.0311913 | Time: 4590.68 ms
[2022-04-10 05:06:39	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0311949 | val_loss: 0.031186 | Time: 4548.5 ms
[2022-04-10 05:06:44	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0311868 | val_loss: 0.0311811 | Time: 4609.91 ms
[2022-04-10 05:06:48	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0311799 | val_loss: 0.0311794 | Time: 4516.11 ms
[2022-04-10 05:06:53	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.0311802 | val_loss: 0.0311795 | Time: 4578.47 ms
[2022-04-10 05:06:57	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0311796 | val_loss: 0.031181 | Time: 4542.91 ms
[2022-04-10 05:07:02	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0311776 | val_loss: 0.031178 | Time: 4582.97 ms
[2022-04-10 05:07:06	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0311767 | val_loss: 0.0311775 | Time: 4536.08 ms
[2022-04-10 05:07:11	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0311765 | val_loss: 0.0311809 | Time: 4582.86 ms
[2022-04-10 05:07:16	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.0311777 | val_loss: 0.0311773 | Time: 4577.8 ms
[2022-04-10 05:07:20	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0311762 | val_loss: 0.0311771 | Time: 4562.19 ms
[2022-04-10 05:07:25	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0311761 | val_loss: 0.0311795 | Time: 4569.08 ms
[2022-04-10 05:07:29	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0311776 | val_loss: 0.031179 | Time: 4530.04 ms
[2022-04-10 05:07:34	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0311764 | val_loss: 0.0311789 | Time: 4574.87 ms
[2022-04-10 05:07:38	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0311768 | val_loss: 0.0311807 | Time: 4547.99 ms
[2022-04-10 05:07:43	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0311755 | val_loss: 0.031178 | Time: 4553.25 ms
[2022-04-10 05:07:48	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 4561.81 ms
[2022-04-10 05:07:52	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0311743 | val_loss: 0.0311753 | Time: 4536.55 ms
[2022-04-10 05:07:57	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0311738 | val_loss: 0.0311773 | Time: 4586.41 ms
[2022-04-10 05:08:01	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0311741 | val_loss: 0.0311807 | Time: 4532.02 ms
[2022-04-10 05:08:06	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0311736 | val_loss: 0.0311756 | Time: 4513.86 ms
[2022-04-10 05:08:10	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0311729 | val_loss: 0.0311815 | Time: 4568.48 ms
[2022-04-10 05:08:15	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 4560.41 ms
[2022-04-10 05:08:19	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.031172 | val_loss: 0.0311751 | Time: 4530.43 ms
[2022-04-10 05:08:24	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0311731 | val_loss: 0.0311797 | Time: 4586.01 ms
[2022-04-10 05:08:29	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 4581.55 ms
[2022-04-10 05:08:33	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0311712 | val_loss: 0.0311752 | Time: 4593.38 ms
[2022-04-10 05:08:38	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.031171 | val_loss: 0.0311747 | Time: 4568.57 ms
[2022-04-10 05:08:42	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.031171 | val_loss: 0.0311749 | Time: 4557.15 ms
[2022-04-10 05:08:47	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.031171 | val_loss: 0.0311749 | Time: 4582.79 ms
[2022-04-10 05:08:52	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.031171 | val_loss: 0.0311748 | Time: 4553.6 ms
[2022-04-10 05:08:56	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0311706 | val_loss: 0.0311743 | Time: 4556.5 ms
[2022-04-10 05:09:01	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0311711 | val_loss: 0.0311756 | Time: 4559.4 ms
[2022-04-10 05:09:05	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.031172 | val_loss: 0.031177 | Time: 4565.84 ms
[2022-04-10 05:09:10	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.031172 | val_loss: 0.0311758 | Time: 4593.46 ms
[2022-04-10 05:09:14	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.0311705 | val_loss: 0.0311775 | Time: 4601.16 ms
[2022-04-10 05:09:19	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.0311724 | val_loss: 0.0311751 | Time: 4544.78 ms
[2022-04-10 05:09:23	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0311714 | val_loss: 0.0311772 | Time: 4499.36 ms
[2022-04-10 05:09:28	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0311722 | val_loss: 0.0311789 | Time: 4479.03 ms
[2022-04-10 05:09:33	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0311711 | val_loss: 0.0311774 | Time: 4557.24 ms
[2022-04-10 05:09:37	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0311712 | val_loss: 0.0311772 | Time: 4626.2 ms
[2022-04-10 05:09:42	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 4564.85 ms
[2022-04-10 05:09:46	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.0311721 | val_loss: 0.0311783 | Time: 4480.88 ms
[2022-04-10 05:09:51	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0311736 | val_loss: 0.0311805 | Time: 4526.29 ms
[2022-04-10 05:09:55	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 4589.52 ms
[2022-04-10 05:10:00	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0311724 | val_loss: 0.0311791 | Time: 4517.14 ms
[2022-04-10 05:10:04	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0311724 | val_loss: 0.0311766 | Time: 4602.45 ms
[2022-04-10 05:10:09	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 4527.44 ms
[2022-04-10 05:10:14	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0311734 | val_loss: 0.0311773 | Time: 4594.52 ms
[2022-04-10 05:10:18	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.0311716 | val_loss: 0.0311757 | Time: 4544.43 ms
[2022-04-10 05:10:23	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0311716 | val_loss: 0.0311756 | Time: 4584.77 ms
[2022-04-10 05:10:27	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0311713 | val_loss: 0.0311762 | Time: 4622.93 ms
[2022-04-10 05:10:32	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0311717 | val_loss: 0.031175 | Time: 4510.36 ms
[2022-04-10 05:10:36	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0311715 | val_loss: 0.0311737 | Time: 4600.06 ms
[2022-04-10 05:10:41	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0311711 | val_loss: 0.0311742 | Time: 4606.45 ms
[2022-04-10 05:10:46	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0311707 | val_loss: 0.0311743 | Time: 4599.68 ms
[2022-04-10 05:10:50	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0311693 | val_loss: 0.0311748 | Time: 4559.36 ms
[2022-04-10 05:10:55	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.03117 | val_loss: 0.0311767 | Time: 4486.06 ms
[2022-04-10 05:10:59	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0311696 | val_loss: 0.0311743 | Time: 4521.25 ms
[2022-04-10 05:11:04	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0311689 | val_loss: 0.0311748 | Time: 4524.39 ms
[2022-04-10 05:11:08	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0311705 | val_loss: 0.0311747 | Time: 4626.41 ms
[2022-04-10 05:11:13	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0311702 | val_loss: 0.0311752 | Time: 4573.2 ms
[2022-04-10 05:11:18	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0311706 | val_loss: 0.0311742 | Time: 4572.37 ms
[2022-04-10 05:11:22	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0311692 | val_loss: 0.0311747 | Time: 4597.25 ms
[2022-04-10 05:11:27	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0311688 | val_loss: 0.031176 | Time: 4541.17 ms
[2022-04-10 05:11:31	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0311694 | val_loss: 0.0311753 | Time: 4574.91 ms
[2022-04-10 05:11:36	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.0311712 | val_loss: 0.0311786 | Time: 4630.99 ms
[2022-04-10 05:11:40	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0311699 | val_loss: 0.0311768 | Time: 4543.56 ms
[2022-04-10 05:11:45	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0311722 | val_loss: 0.031176 | Time: 4495.99 ms
[2022-04-10 05:11:50	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0311712 | val_loss: 0.0311755 | Time: 4548.77 ms
[2022-04-10 05:11:54	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0311763 | val_loss: 0.0311768 | Time: 4515.62 ms
[2022-04-10 05:11:59	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0311743 | val_loss: 0.031177 | Time: 4562.85 ms
[2022-04-10 05:12:03	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0311723 | val_loss: 0.0311755 | Time: 4563.29 ms
[2022-04-10 05:12:08	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0311719 | val_loss: 0.0311749 | Time: 4572.92 ms
[2022-04-10 05:12:12	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0311716 | val_loss: 0.0311755 | Time: 4649.3 ms
[2022-04-10 05:12:17	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0311715 | val_loss: 0.0311753 | Time: 4573.13 ms
[2022-04-10 05:12:22	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0311712 | val_loss: 0.0311741 | Time: 4566.55 ms
[2022-04-10 05:12:26	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0311711 | val_loss: 0.0311748 | Time: 4543.48 ms
[2022-04-10 05:12:31	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 4570.44 ms
[2022-04-10 05:12:35	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0311719 | val_loss: 0.0311797 | Time: 4548.39 ms
[2022-04-10 05:12:40	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0311745 | val_loss: 0.0311788 | Time: 4556.51 ms
[2022-04-10 05:12:44	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0311733 | val_loss: 0.0311798 | Time: 4577.15 ms
[2022-04-10 05:12:49	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0311747 | val_loss: 0.0311766 | Time: 4521.67 ms
[2022-04-10 05:12:53	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0311737 | val_loss: 0.0311748 | Time: 4561.38 ms
[2022-04-10 05:12:58	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0311728 | val_loss: 0.0311752 | Time: 4589.72 ms
[2022-04-10 05:13:03	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0311728 | val_loss: 0.0311755 | Time: 4547.67 ms
[2022-04-10 05:13:07	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0311732 | val_loss: 0.0311777 | Time: 4539.93 ms
[2022-04-10 05:13:12	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 4536.39 ms
[2022-04-10 05:13:16	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.031171 | val_loss: 0.031179 | Time: 4570.08 ms
[2022-04-10 05:13:21	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0311698 | val_loss: 0.0311768 | Time: 4527.66 ms
[2022-04-10 05:13:25	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0311703 | val_loss: 0.031176 | Time: 4584.62 ms
[2022-04-10 05:13:30	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0311691 | val_loss: 0.0311752 | Time: 4567.04 ms
[2022-04-10 05:13:34	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0311708 | val_loss: 0.0311757 | Time: 4499.78 ms
[2022-04-10 05:13:39	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.0311714 | val_loss: 0.031177 | Time: 4538.39 ms
[2022-04-10 05:13:44	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0311714 | val_loss: 0.0311761 | Time: 4528.38 ms
[2022-04-10 05:13:48	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0311706 | val_loss: 0.0311767 | Time: 4585.4 ms
[2022-04-10 05:13:53	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0311707 | val_loss: 0.031176 | Time: 4574.4 ms
[2022-04-10 05:13:57	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0311702 | val_loss: 0.0311757 | Time: 4531.08 ms
[2022-04-10 05:14:02	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0311714 | val_loss: 0.0311764 | Time: 4522.18 ms
[2022-04-10 05:14:06	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0311707 | val_loss: 0.0311746 | Time: 4558.54 ms
[2022-04-10 05:14:11	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 4568.34 ms
[2022-04-10 05:14:16	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0311696 | val_loss: 0.0311747 | Time: 4567.51 ms
[2022-04-10 05:14:20	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0311706 | val_loss: 0.0311831 | Time: 4564.91 ms
[2022-04-10 05:14:25	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0311739 | val_loss: 0.0311785 | Time: 4562.24 ms
[2022-04-10 05:14:29	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0311734 | val_loss: 0.0311791 | Time: 4484.97 ms
[2022-04-10 05:14:34	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0311725 | val_loss: 0.0311739 | Time: 4536.8 ms
[2022-04-10 05:14:38	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0311708 | val_loss: 0.0311738 | Time: 4577.65 ms
[2022-04-10 05:14:43	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0311709 | val_loss: 0.0311736 | Time: 4521.02 ms
[2022-04-10 05:14:47	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0311731 | val_loss: 0.0311741 | Time: 4546.84 ms
[2022-04-10 05:14:52	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0311712 | val_loss: 0.031173 | Time: 4601.22 ms
[2022-04-10 05:14:56	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0311709 | val_loss: 0.031175 | Time: 4479.13 ms
[2022-04-10 05:15:01	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0311702 | val_loss: 0.0311739 | Time: 4563.87 ms
[2022-04-10 05:15:06	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 4525.61 ms
[2022-04-10 05:15:10	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.0311702 | val_loss: 0.0311731 | Time: 4485.09 ms
[2022-04-10 05:15:15	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.0311684 | val_loss: 0.0311743 | Time: 4604.38 ms
[2022-04-10 05:15:19	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.0311687 | val_loss: 0.0311737 | Time: 4583.06 ms
[2022-04-10 05:15:24	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.0311685 | val_loss: 0.0311739 | Time: 4522.95 ms
[2022-04-10 05:15:28	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.0311684 | val_loss: 0.0311742 | Time: 4566.19 ms
[2022-04-10 05:15:33	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0311691 | val_loss: 0.0311734 | Time: 4569.28 ms
[2022-04-10 05:15:37	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.031168 | val_loss: 0.0311738 | Time: 4536.49 ms
[2022-04-10 05:15:42	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0311686 | val_loss: 0.0311783 | Time: 4593.69 ms
[2022-04-10 05:15:47	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 4614.23 ms
[2022-04-10 05:15:51	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0311685 | val_loss: 0.0311746 | Time: 4611.51 ms
[2022-04-10 05:15:56	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0311724 | val_loss: 0.0311738 | Time: 4475.58 ms
[2022-04-10 05:16:00	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0311698 | val_loss: 0.0311731 | Time: 4532.53 ms
[2022-04-10 05:16:05	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.0311672 | val_loss: 0.0311744 | Time: 4591.32 ms
[2022-04-10 05:16:09	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0311693 | val_loss: 0.0311751 | Time: 4562.32 ms
[2022-04-10 05:16:14	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0311704 | val_loss: 0.0311735 | Time: 4502.38 ms
[2022-04-10 05:16:18	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.0311684 | val_loss: 0.0311721 | Time: 4553.4 ms
[2022-04-10 05:16:23	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.0311681 | val_loss: 0.0311733 | Time: 4596.54 ms
[2022-04-10 05:16:28	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.0311675 | val_loss: 0.0311732 | Time: 4526.7 ms
[2022-04-10 05:16:32	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0311674 | val_loss: 0.0311736 | Time: 4616.44 ms
[2022-04-10 05:16:37	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0311679 | val_loss: 0.0311746 | Time: 4598.46 ms
[2022-04-10 05:16:42	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.0311684 | val_loss: 0.0311726 | Time: 4788.36 ms
[2022-04-10 05:16:46	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.0311692 | val_loss: 0.0311726 | Time: 4600.01 ms
[2022-04-10 05:16:51	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0311681 | val_loss: 0.0311732 | Time: 4525.11 ms
[2022-04-10 05:16:55	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0311673 | val_loss: 0.0311713 | Time: 4533.59 ms
[2022-04-10 05:17:00	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0311709 | val_loss: 0.0311748 | Time: 4562.1 ms
[2022-04-10 05:17:04	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0311712 | val_loss: 0.0311721 | Time: 4515.56 ms
[2022-04-10 05:17:09	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0311695 | val_loss: 0.0311722 | Time: 4570.76 ms
[2022-04-10 05:17:14	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.0311722 | val_loss: 0.0311766 | Time: 4591.52 ms
[2022-04-10 05:17:18	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0311727 | val_loss: 0.0311748 | Time: 4492.29 ms
[2022-04-10 05:17:23	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0311706 | val_loss: 0.0311726 | Time: 4518.62 ms
[2022-04-10 05:17:27	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0311707 | val_loss: 0.0311756 | Time: 4591.54 ms
[2022-04-10 05:17:32	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0311705 | val_loss: 0.0311754 | Time: 4559.19 ms
[2022-04-10 05:17:36	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0311704 | val_loss: 0.031178 | Time: 4592.73 ms
[2022-04-10 05:17:41	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0311705 | val_loss: 0.0311778 | Time: 4574.13 ms
[2022-04-10 05:17:45	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 4511.54 ms
[2022-04-10 05:17:50	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.0311708 | val_loss: 0.0311743 | Time: 4572.9 ms
[2022-04-10 05:17:55	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.031169 | val_loss: 0.0311733 | Time: 4533.63 ms
[2022-04-10 05:17:59	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.0311689 | val_loss: 0.0311753 | Time: 4572.88 ms
[2022-04-10 05:18:04	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0311722 | val_loss: 0.0311747 | Time: 4616.07 ms
[2022-04-10 05:18:08	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0311716 | val_loss: 0.0311741 | Time: 4502.88 ms
[2022-04-10 05:18:13	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0311698 | val_loss: 0.0311745 | Time: 4553.7 ms
[2022-04-10 05:18:17	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0311692 | val_loss: 0.0311747 | Time: 4526.28 ms
[2022-04-10 05:18:22	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0311697 | val_loss: 0.0311768 | Time: 4571.71 ms
[2022-04-10 05:18:27	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.031173 | val_loss: 0.0311761 | Time: 4609.35 ms
[2022-04-10 05:18:31	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.0311733 | val_loss: 0.0311769 | Time: 4548.12 ms
[2022-04-10 05:18:36	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.031173 | val_loss: 0.0311742 | Time: 4587.33 ms
[2022-04-10 05:18:40	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0311707 | val_loss: 0.0311735 | Time: 4612.57 ms
[2022-04-10 05:18:45	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.0311705 | val_loss: 0.0311745 | Time: 4564.19 ms
[2022-04-10 05:18:49	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.0311716 | val_loss: 0.0311753 | Time: 4595.06 ms
[2022-04-10 05:18:54	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0311711 | val_loss: 0.0311758 | Time: 4540.66 ms
[2022-04-10 05:18:59	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0311716 | val_loss: 0.0311761 | Time: 4558.52 ms
[2022-04-10 05:19:03	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.0311707 | val_loss: 0.0311756 | Time: 4519.6 ms
[2022-04-10 05:19:08	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.0311701 | val_loss: 0.0311748 | Time: 4577.43 ms
[2022-04-10 05:19:12	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0311708 | val_loss: 0.0311737 | Time: 4485.53 ms
[2022-04-10 05:19:17	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0311694 | val_loss: 0.0311747 | Time: 4548.55 ms
[2022-04-10 05:19:21	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.0311696 | val_loss: 0.0311726 | Time: 4531.48 ms
[2022-04-10 05:19:26	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0311699 | val_loss: 0.0311731 | Time: 4525.77 ms
[2022-04-10 05:19:30	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.031171 | val_loss: 0.0311752 | Time: 4589.4 ms
[2022-04-10 05:19:35	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.031171 | val_loss: 0.0311726 | Time: 4511.24 ms
[2022-04-10 05:19:39	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.0311697 | val_loss: 0.0311729 | Time: 4599.55 ms
[2022-04-10 05:19:44	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.0311692 | val_loss: 0.0311727 | Time: 4624.02 ms
[2022-04-10 05:19:49	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.0311698 | val_loss: 0.031173 | Time: 4582.64 ms
[2022-04-10 05:19:53	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0311698 | val_loss: 0.0311745 | Time: 4531.55 ms
[2022-04-10 05:19:58	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0311699 | val_loss: 0.0311739 | Time: 4539.08 ms
[2022-04-10 05:20:02	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.031169 | val_loss: 0.0311735 | Time: 4542.34 ms
[2022-04-10 05:20:07	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.03117 | val_loss: 0.0311783 | Time: 4570.7 ms
[2022-04-10 05:20:11	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.0311714 | val_loss: 0.0311744 | Time: 4524.7 ms
[2022-04-10 05:20:16	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.0311701 | val_loss: 0.0311752 | Time: 4548.45 ms
[2022-04-10 05:20:21	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.0311701 | val_loss: 0.031176 | Time: 4573.06 ms
[2022-04-10 05:20:25	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0311692 | val_loss: 0.0311743 | Time: 4561.71 ms
[2022-04-10 05:20:30	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0311691 | val_loss: 0.0311746 | Time: 4550.74 ms
[2022-04-10 05:20:34	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0311684 | val_loss: 0.0311736 | Time: 4557.98 ms
[2022-04-10 05:20:39	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0311693 | val_loss: 0.0311763 | Time: 4569.56 ms
[2022-04-10 05:20:43	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.03117 | val_loss: 0.0311778 | Time: 4552.8 ms
[2022-04-10 05:20:48	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0311684 | val_loss: 0.0311747 | Time: 4605.41 ms
[2022-04-10 05:20:52	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0311696 | val_loss: 0.0311752 | Time: 4484.97 ms
[2022-04-10 05:20:57	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.0311697 | val_loss: 0.0311743 | Time: 4510.05 ms
[2022-04-10 05:21:02	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.0311694 | val_loss: 0.0311744 | Time: 4615.56 ms
[2022-04-10 05:21:06	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0311702 | val_loss: 0.0311738 | Time: 4560.59 ms
[2022-04-10 05:21:11	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.031169 | val_loss: 0.0311727 | Time: 4492.38 ms
[2022-04-10 05:21:15	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0311691 | val_loss: 0.0311753 | Time: 4629.12 ms
[2022-04-10 05:21:20	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0311695 | val_loss: 0.031178 | Time: 4563.8 ms
[2022-04-10 05:21:24	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0311713 | val_loss: 0.0311746 | Time: 4541.87 ms
[2022-04-10 05:21:29	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0311692 | val_loss: 0.031175 | Time: 4549.44 ms
[2022-04-10 05:21:34	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.0311674 | val_loss: 0.0311744 | Time: 4559.23 ms
[2022-04-10 05:21:38	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.0311679 | val_loss: 0.0311728 | Time: 4501.65 ms
[2022-04-10 05:21:43	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0311683 | val_loss: 0.0311739 | Time: 4609.97 ms
[2022-04-10 05:21:47	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.03117 | val_loss: 0.031177 | Time: 4544.22 ms
[2022-04-10 05:21:52	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.0311703 | val_loss: 0.0311743 | Time: 4582.23 ms
[2022-04-10 05:21:56	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0311688 | val_loss: 0.0311738 | Time: 4568.25 ms
[2022-04-10 05:22:01	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.0311681 | val_loss: 0.0311721 | Time: 4732.46 ms
[2022-04-10 05:22:06	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.0311681 | val_loss: 0.0311718 | Time: 4582.89 ms
[2022-04-10 05:22:10	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0311668 | val_loss: 0.0311709 | Time: 4599.33 ms
[2022-04-10 05:22:15	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0311675 | val_loss: 0.0311728 | Time: 4490.58 ms
[2022-04-10 05:22:19	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.0311711 | val_loss: 0.0311758 | Time: 4467.53 ms
[2022-04-10 05:22:24	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.0311717 | val_loss: 0.0311733 | Time: 4516.8 ms
[2022-04-10 05:22:28	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0311699 | val_loss: 0.0311743 | Time: 4525.81 ms
[2022-04-10 05:22:33	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.0311694 | val_loss: 0.0311748 | Time: 4544.63 ms
[2022-04-10 05:22:37	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0311691 | val_loss: 0.0311736 | Time: 4588.19 ms
[2022-04-10 05:22:42	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 4535.83 ms
[2022-04-10 05:22:47	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.0315281 | val_loss: 0.0319758 | Time: 4541.17 ms
[2022-04-10 05:22:51	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.0336336 | val_loss: 0.031482 | Time: 4540.31 ms
[2022-04-10 05:22:56	                main:574]	:	INFO	:	Epoch 1799 | loss: nan | val_loss: nan | Time: 4536.25 ms
[2022-04-10 05:23:00	                main:574]	:	INFO	:	Epoch 1800 | loss: nan | val_loss: nan | Time: 4602.29 ms
[2022-04-10 05:23:05	                main:574]	:	INFO	:	Epoch 1801 | loss: nan | val_loss: nan | Time: 4480.34 ms
[2022-04-10 05:23:09	                main:574]	:	INFO	:	Epoch 1802 | loss: nan | val_loss: nan | Time: 4561.98 ms
[2022-04-10 05:23:14	                main:574]	:	INFO	:	Epoch 1803 | loss: nan | val_loss: nan | Time: 4597.85 ms
[2022-04-10 05:23:18	                main:574]	:	INFO	:	Epoch 1804 | loss: nan | val_loss: nan | Time: 4550.21 ms
[2022-04-10 05:23:23	                main:574]	:	INFO	:	Epoch 1805 | loss: nan | val_loss: nan | Time: 4538.32 ms
[2022-04-10 05:23:27	                main:574]	:	INFO	:	Epoch 1806 | loss: nan | val_loss: nan | Time: 4491.9 ms
[2022-04-10 05:23:32	                main:574]	:	INFO	:	Epoch 1807 | loss: nan | val_loss: nan | Time: 4472.64 ms
[2022-04-10 05:23:37	                main:574]	:	INFO	:	Epoch 1808 | loss: nan | val_loss: nan | Time: 4550.45 ms
[2022-04-10 05:23:41	                main:574]	:	INFO	:	Epoch 1809 | loss: nan | val_loss: nan | Time: 4541.4 ms
[2022-04-10 05:23:46	                main:574]	:	INFO	:	Epoch 1810 | loss: nan | val_loss: nan | Time: 4551.05 ms
[2022-04-10 05:23:50	                main:574]	:	INFO	:	Epoch 1811 | loss: nan | val_loss: nan | Time: 4537.51 ms
[2022-04-10 05:23:55	                main:574]	:	INFO	:	Epoch 1812 | loss: nan | val_loss: nan | Time: 4563.1 ms
[2022-04-10 05:23:59	                main:574]	:	INFO	:	Epoch 1813 | loss: nan | val_loss: nan | Time: 4559.34 ms
[2022-04-10 05:24:04	                main:574]	:	INFO	:	Epoch 1814 | loss: nan | val_loss: nan | Time: 4562.82 ms
[2022-04-10 05:24:08	                main:574]	:	INFO	:	Epoch 1815 | loss: nan | val_loss: nan | Time: 4492.82 ms
[2022-04-10 05:24:13	                main:574]	:	INFO	:	Epoch 1816 | loss: nan | val_loss: nan | Time: 4490.92 ms
[2022-04-10 05:24:17	                main:574]	:	INFO	:	Epoch 1817 | loss: nan | val_loss: nan | Time: 4552.18 ms
[2022-04-10 05:24:22	                main:574]	:	INFO	:	Epoch 1818 | loss: nan | val_loss: nan | Time: 4605.65 ms
[2022-04-10 05:24:27	                main:574]	:	INFO	:	Epoch 1819 | loss: nan | val_loss: nan | Time: 4547.54 ms
[2022-04-10 05:24:31	                main:574]	:	INFO	:	Epoch 1820 | loss: nan | val_loss: nan | Time: 4585.54 ms
[2022-04-10 05:24:36	                main:574]	:	INFO	:	Epoch 1821 | loss: nan | val_loss: nan | Time: 4580.82 ms
[2022-04-10 05:24:40	                main:574]	:	INFO	:	Epoch 1822 | loss: nan | val_loss: nan | Time: 4561.09 ms
[2022-04-10 05:24:45	                main:574]	:	INFO	:	Epoch 1823 | loss: nan | val_loss: nan | Time: 4618.37 ms
[2022-04-10 05:24:49	                main:574]	:	INFO	:	Epoch 1824 | loss: nan | val_loss: nan | Time: 4509.94 ms
[2022-04-10 05:24:54	                main:574]	:	INFO	:	Epoch 1825 | loss: nan | val_loss: nan | Time: 4590.62 ms
[2022-04-10 05:24:59	                main:574]	:	INFO	:	Epoch 1826 | loss: nan | val_loss: nan | Time: 4545.75 ms
[2022-04-10 05:25:03	                main:574]	:	INFO	:	Epoch 1827 | loss: nan | val_loss: nan | Time: 4558.61 ms
[2022-04-10 05:25:08	                main:574]	:	INFO	:	Epoch 1828 | loss: nan | val_loss: nan | Time: 4516.16 ms
[2022-04-10 05:25:12	                main:574]	:	INFO	:	Epoch 1829 | loss: nan | val_loss: nan | Time: 4586.8 ms
[2022-04-10 05:25:17	                main:574]	:	INFO	:	Epoch 1830 | loss: nan | val_loss: nan | Time: 4584.42 ms
[2022-04-10 05:25:21	                main:574]	:	INFO	:	Epoch 1831 | loss: nan | val_loss: nan | Time: 4482.35 ms
[2022-04-10 05:25:26	                main:574]	:	INFO	:	Epoch 1832 | loss: nan | val_loss: nan | Time: 4623.35 ms
[2022-04-10 05:25:31	                main:574]	:	INFO	:	Epoch 1833 | loss: nan | val_loss: nan | Time: 4557.21 ms
[2022-04-10 05:25:35	                main:574]	:	INFO	:	Epoch 1834 | loss: nan | val_loss: nan | Time: 4512.16 ms
[2022-04-10 05:25:40	                main:574]	:	INFO	:	Epoch 1835 | loss: nan | val_loss: nan | Time: 4585.35 ms
[2022-04-10 05:25:44	                main:574]	:	INFO	:	Epoch 1836 | loss: nan | val_loss: nan | Time: 4531.2 ms
[2022-04-10 05:25:49	                main:574]	:	INFO	:	Epoch 1837 | loss: nan | val_loss: nan | Time: 4582.26 ms
[2022-04-10 05:25:53	                main:574]	:	INFO	:	Epoch 1838 | loss: nan | val_loss: nan | Time: 4611.74 ms
[2022-04-10 05:25:58	                main:574]	:	INFO	:	Epoch 1839 | loss: nan | val_loss: nan | Time: 4587.91 ms
[2022-04-10 05:26:03	                main:574]	:	INFO	:	Epoch 1840 | loss: nan | val_loss: nan | Time: 4553.7 ms
[2022-04-10 05:26:07	                main:574]	:	INFO	:	Epoch 1841 | loss: nan | val_loss: nan | Time: 4488.01 ms
[2022-04-10 05:26:12	                main:574]	:	INFO	:	Epoch 1842 | loss: nan | val_loss: nan | Time: 4615.51 ms
[2022-04-10 05:26:16	                main:574]	:	INFO	:	Epoch 1843 | loss: nan | val_loss: nan | Time: 4603.64 ms
[2022-04-10 05:26:21	                main:574]	:	INFO	:	Epoch 1844 | loss: nan | val_loss: nan | Time: 4624.27 ms
[2022-04-10 05:26:25	                main:574]	:	INFO	:	Epoch 1845 | loss: nan | val_loss: nan | Time: 4583.8 ms
[2022-04-10 05:26:30	                main:574]	:	INFO	:	Epoch 1846 | loss: nan | val_loss: nan | Time: 4476.85 ms
[2022-04-10 05:26:35	                main:574]	:	INFO	:	Epoch 1847 | loss: nan | val_loss: nan | Time: 4582.75 ms
[2022-04-10 05:26:39	                main:574]	:	INFO	:	Epoch 1848 | loss: nan | val_loss: nan | Time: 4577.65 ms
[2022-04-10 05:26:44	                main:574]	:	INFO	:	Epoch 1849 | loss: nan | val_loss: nan | Time: 4554.7 ms
[2022-04-10 05:26:48	                main:574]	:	INFO	:	Epoch 1850 | loss: nan | val_loss: nan | Time: 4644.36 ms
[2022-04-10 05:26:53	                main:574]	:	INFO	:	Epoch 1851 | loss: nan | val_loss: nan | Time: 4558.24 ms
[2022-04-10 05:26:57	                main:574]	:	INFO	:	Epoch 1852 | loss: nan | val_loss: nan | Time: 4488.78 ms
[2022-04-10 05:27:02	                main:574]	:	INFO	:	Epoch 1853 | loss: nan | val_loss: nan | Time: 4526.07 ms
[2022-04-10 05:27:06	                main:574]	:	INFO	:	Epoch 1854 | loss: nan | val_loss: nan | Time: 4568.06 ms
[2022-04-10 05:27:11	                main:574]	:	INFO	:	Epoch 1855 | loss: nan | val_loss: nan | Time: 4516.45 ms
[2022-04-10 05:27:16	                main:574]	:	INFO	:	Epoch 1856 | loss: nan | val_loss: nan | Time: 4540.72 ms
[2022-04-10 05:27:20	                main:574]	:	INFO	:	Epoch 1857 | loss: nan | val_loss: nan | Time: 4461.7 ms
[2022-04-10 05:27:25	                main:574]	:	INFO	:	Epoch 1858 | loss: nan | val_loss: nan | Time: 4533.17 ms
[2022-04-10 05:27:29	                main:574]	:	INFO	:	Epoch 1859 | loss: nan | val_loss: nan | Time: 4560.88 ms
[2022-04-10 05:27:34	                main:574]	:	INFO	:	Epoch 1860 | loss: nan | val_loss: nan | Time: 4595.06 ms
[2022-04-10 05:27:38	                main:574]	:	INFO	:	Epoch 1861 | loss: nan | val_loss: nan | Time: 4534.43 ms
[2022-04-10 05:27:43	                main:574]	:	INFO	:	Epoch 1862 | loss: nan | val_loss: nan | Time: 4571.78 ms
[2022-04-10 05:27:47	                main:574]	:	INFO	:	Epoch 1863 | loss: nan | val_loss: nan | Time: 4550.56 ms
[2022-04-10 05:27:52	                main:574]	:	INFO	:	Epoch 1864 | loss: nan | val_loss: nan | Time: 4645.17 ms
[2022-04-10 05:27:57	                main:574]	:	INFO	:	Epoch 1865 | loss: nan | val_loss: nan | Time: 4536.16 ms
[2022-04-10 05:28:01	                main:574]	:	INFO	:	Epoch 1866 | loss: nan | val_loss: nan | Time: 4545.43 ms
[2022-04-10 05:28:06	                main:574]	:	INFO	:	Epoch 1867 | loss: nan | val_loss: nan | Time: 4589.24 ms
[2022-04-10 05:28:10	                main:574]	:	INFO	:	Epoch 1868 | loss: nan | val_loss: nan | Time: 4590.45 ms
[2022-04-10 05:28:15	                main:574]	:	INFO	:	Epoch 1869 | loss: nan | val_loss: nan | Time: 4524.24 ms
[2022-04-10 05:28:19	                main:574]	:	INFO	:	Epoch 1870 | loss: nan | val_loss: nan | Time: 4539.71 ms
[2022-04-10 05:28:24	                main:574]	:	INFO	:	Epoch 1871 | loss: nan | val_loss: nan | Time: 4580.5 ms
[2022-04-10 05:28:29	                main:574]	:	INFO	:	Epoch 1872 | loss: nan | val_loss: nan | Time: 4545.84 ms
[2022-04-10 05:28:33	                main:574]	:	INFO	:	Epoch 1873 | loss: nan | val_loss: nan | Time: 4522.35 ms
[2022-04-10 05:28:38	                main:574]	:	INFO	:	Epoch 1874 | loss: nan | val_loss: nan | Time: 4610.05 ms
[2022-04-10 05:28:42	                main:574]	:	INFO	:	Epoch 1875 | loss: nan | val_loss: nan | Time: 4535.55 ms
[2022-04-10 05:28:47	                main:574]	:	INFO	:	Epoch 1876 | loss: nan | val_loss: nan | Time: 4493.33 ms
[2022-04-10 05:28:51	                main:574]	:	INFO	:	Epoch 1877 | loss: nan | val_loss: nan | Time: 4556.67 ms
[2022-04-10 05:28:56	                main:574]	:	INFO	:	Epoch 1878 | loss: nan | val_loss: nan | Time: 4582.37 ms
[2022-04-10 05:29:00	                main:574]	:	INFO	:	Epoch 1879 | loss: nan | val_loss: nan | Time: 4544.99 ms
[2022-04-10 05:29:05	                main:574]	:	INFO	:	Epoch 1880 | loss: nan | val_loss: nan | Time: 4560.68 ms
[2022-04-10 05:29:10	                main:574]	:	INFO	:	Epoch 1881 | loss: nan | val_loss: nan | Time: 4596.4 ms
[2022-04-10 05:29:14	                main:574]	:	INFO	:	Epoch 1882 | loss: nan | val_loss: nan | Time: 4540.56 ms
[2022-04-10 05:29:19	                main:574]	:	INFO	:	Epoch 1883 | loss: nan | val_loss: nan | Time: 4589.39 ms
[2022-04-10 05:29:23	                main:574]	:	INFO	:	Epoch 1884 | loss: nan | val_loss: nan | Time: 4565.56 ms
[2022-04-10 05:29:28	                main:574]	:	INFO	:	Epoch 1885 | loss: nan | val_loss: nan | Time: 4622.03 ms
[2022-04-10 05:29:32	                main:574]	:	INFO	:	Epoch 1886 | loss: nan | val_loss: nan | Time: 4544.08 ms
[2022-04-10 05:29:37	                main:574]	:	INFO	:	Epoch 1887 | loss: nan | val_loss: nan | Time: 4569.22 ms
[2022-04-10 05:29:42	                main:574]	:	INFO	:	Epoch 1888 | loss: nan | val_loss: nan | Time: 4585.25 ms
[2022-04-10 05:29:46	                main:574]	:	INFO	:	Epoch 1889 | loss: nan | val_loss: nan | Time: 4620.19 ms
[2022-04-10 05:29:51	                main:574]	:	INFO	:	Epoch 1890 | loss: nan | val_loss: nan | Time: 4595.09 ms
[2022-04-10 05:29:55	                main:574]	:	INFO	:	Epoch 1891 | loss: nan | val_loss: nan | Time: 4558.65 ms
[2022-04-10 05:30:00	                main:574]	:	INFO	:	Epoch 1892 | loss: nan | val_loss: nan | Time: 4577.17 ms
[2022-04-10 05:30:05	                main:574]	:	INFO	:	Epoch 1893 | loss: nan | val_loss: nan | Time: 4545.64 ms
[2022-04-10 05:30:09	                main:574]	:	INFO	:	Epoch 1894 | loss: nan | val_loss: nan | Time: 4492.96 ms
[2022-04-10 05:30:14	                main:574]	:	INFO	:	Epoch 1895 | loss: nan | val_loss: nan | Time: 4583.31 ms
[2022-04-10 05:30:18	                main:574]	:	INFO	:	Epoch 1896 | loss: nan | val_loss: nan | Time: 4579.05 ms
[2022-04-10 05:30:23	                main:574]	:	INFO	:	Epoch 1897 | loss: nan | val_loss: nan | Time: 4549.53 ms
[2022-04-10 05:30:27	                main:574]	:	INFO	:	Epoch 1898 | loss: nan | val_loss: nan | Time: 4571.45 ms
[2022-04-10 05:30:32	                main:574]	:	INFO	:	Epoch 1899 | loss: nan | val_loss: nan | Time: 4514.97 ms
[2022-04-10 05:30:36	                main:574]	:	INFO	:	Epoch 1900 | loss: nan | val_loss: nan | Time: 4546.35 ms
[2022-04-10 05:30:41	                main:574]	:	INFO	:	Epoch 1901 | loss: nan | val_loss: nan | Time: 4587.15 ms
[2022-04-10 05:30:46	                main:574]	:	INFO	:	Epoch 1902 | loss: nan | val_loss: nan | Time: 4598.1 ms
[2022-04-10 05:30:50	                main:574]	:	INFO	:	Epoch 1903 | loss: nan | val_loss: nan | Time: 4502.29 ms
[2022-04-10 05:30:55	                main:574]	:	INFO	:	Epoch 1904 | loss: nan | val_loss: nan | Time: 4534.85 ms
[2022-04-10 05:30:59	                main:574]	:	INFO	:	Epoch 1905 | loss: nan | val_loss: nan | Time: 4529.48 ms
[2022-04-10 05:31:04	                main:574]	:	INFO	:	Epoch 1906 | loss: nan | val_loss: nan | Time: 4603.16 ms
[2022-04-10 05:31:08	                main:574]	:	INFO	:	Epoch 1907 | loss: nan | val_loss: nan | Time: 4575.18 ms
[2022-04-10 05:31:13	                main:574]	:	INFO	:	Epoch 1908 | loss: nan | val_loss: nan | Time: 4549.56 ms
[2022-04-10 05:31:17	                main:574]	:	INFO	:	Epoch 1909 | loss: nan | val_loss: nan | Time: 4559.9 ms
[2022-04-10 05:31:22	                main:574]	:	INFO	:	Epoch 1910 | loss: nan | val_loss: nan | Time: 4569.6 ms
[2022-04-10 05:31:27	                main:574]	:	INFO	:	Epoch 1911 | loss: nan | val_loss: nan | Time: 4548.15 ms
[2022-04-10 05:31:31	                main:574]	:	INFO	:	Epoch 1912 | loss: nan | val_loss: nan | Time: 4585.5 ms
[2022-04-10 05:31:36	                main:574]	:	INFO	:	Epoch 1913 | loss: nan | val_loss: nan | Time: 4564.29 ms
[2022-04-10 05:31:40	                main:574]	:	INFO	:	Epoch 1914 | loss: nan | val_loss: nan | Time: 4583.35 ms
[2022-04-10 05:31:45	                main:574]	:	INFO	:	Epoch 1915 | loss: nan | val_loss: nan | Time: 4608.68 ms
[2022-04-10 05:31:49	                main:574]	:	INFO	:	Epoch 1916 | loss: nan | val_loss: nan | Time: 4513.6 ms
[2022-04-10 05:31:54	                main:574]	:	INFO	:	Epoch 1917 | loss: nan | val_loss: nan | Time: 4529.93 ms
[2022-04-10 05:31:59	                main:574]	:	INFO	:	Epoch 1918 | loss: nan | val_loss: nan | Time: 4535.65 ms
[2022-04-10 05:32:03	                main:574]	:	INFO	:	Epoch 1919 | loss: nan | val_loss: nan | Time: 4572.93 ms
[2022-04-10 05:32:08	                main:574]	:	INFO	:	Epoch 1920 | loss: nan | val_loss: nan | Time: 4613.11 ms
[2022-04-10 05:32:12	                main:574]	:	INFO	:	Epoch 1921 | loss: nan | val_loss: nan | Time: 4530.72 ms
[2022-04-10 05:32:17	                main:574]	:	INFO	:	Epoch 1922 | loss: nan | val_loss: nan | Time: 4602.06 ms
[2022-04-10 05:32:21	                main:574]	:	INFO	:	Epoch 1923 | loss: nan | val_loss: nan | Time: 4564.15 ms
[2022-04-10 05:32:26	                main:574]	:	INFO	:	Epoch 1924 | loss: nan | val_loss: nan | Time: 4538.69 ms
[2022-04-10 05:32:31	                main:574]	:	INFO	:	Epoch 1925 | loss: nan | val_loss: nan | Time: 4538.69 ms
[2022-04-10 05:32:35	                main:574]	:	INFO	:	Epoch 1926 | loss: nan | val_loss: nan | Time: 4609.12 ms
[2022-04-10 05:32:40	                main:574]	:	INFO	:	Epoch 1927 | loss: nan | val_loss: nan | Time: 4524.46 ms
[2022-04-10 05:32:44	                main:574]	:	INFO	:	Epoch 1928 | loss: nan | val_loss: nan | Time: 4559.68 ms
[2022-04-10 05:32:49	                main:574]	:	INFO	:	Epoch 1929 | loss: nan | val_loss: nan | Time: 4550.77 ms
[2022-04-10 05:32:53	                main:574]	:	INFO	:	Epoch 1930 | loss: nan | val_loss: nan | Time: 4646.52 ms
[2022-04-10 05:32:58	                main:574]	:	INFO	:	Epoch 1931 | loss: nan | val_loss: nan | Time: 4525.97 ms
[2022-04-10 05:33:03	                main:574]	:	INFO	:	Epoch 1932 | loss: nan | val_loss: nan | Time: 4567.31 ms
[2022-04-10 05:33:07	                main:574]	:	INFO	:	Epoch 1933 | loss: nan | val_loss: nan | Time: 4578.05 ms
[2022-04-10 05:33:12	                main:574]	:	INFO	:	Epoch 1934 | loss: nan | val_loss: nan | Time: 4577.3 ms
[2022-04-10 05:33:16	                main:574]	:	INFO	:	Epoch 1935 | loss: nan | val_loss: nan | Time: 4617.29 ms
[2022-04-10 05:33:21	                main:574]	:	INFO	:	Epoch 1936 | loss: nan | val_loss: nan | Time: 4545.75 ms
[2022-04-10 05:33:25	                main:574]	:	INFO	:	Epoch 1937 | loss: nan | val_loss: nan | Time: 4504.72 ms
[2022-04-10 05:33:30	                main:574]	:	INFO	:	Epoch 1938 | loss: nan | val_loss: nan | Time: 4560.14 ms
[2022-04-10 05:33:35	                main:574]	:	INFO	:	Epoch 1939 | loss: nan | val_loss: nan | Time: 4561.64 ms
[2022-04-10 05:33:39	                main:574]	:	INFO	:	Epoch 1940 | loss: nan | val_loss: nan | Time: 4648.8 ms
[2022-04-10 05:33:44	                main:574]	:	INFO	:	Epoch 1941 | loss: nan | val_loss: nan | Time: 4631.36 ms
[2022-04-10 05:33:48	                main:574]	:	INFO	:	Epoch 1942 | loss: nan | val_loss: nan | Time: 4497.24 ms
[2022-04-10 05:33:53	                main:574]	:	INFO	:	Epoch 1943 | loss: nan | val_loss: nan | Time: 4504.3 ms
[2022-04-10 05:33:57	                main:574]	:	INFO	:	Epoch 1944 | loss: nan | val_loss: nan | Time: 4557.69 ms
[2022-04-10 05:34:02	                main:574]	:	INFO	:	Epoch 1945 | loss: nan | val_loss: nan | Time: 4553.6 ms
[2022-04-10 05:34:06	                main:574]	:	INFO	:	Epoch 1946 | loss: nan | val_loss: nan | Time: 4519.93 ms
[2022-04-10 05:34:11	                main:574]	:	INFO	:	Epoch 1947 | loss: nan | val_loss: nan | Time: 4598.07 ms
[2022-04-10 05:34:16	                main:574]	:	INFO	:	Epoch 1948 | loss: nan | val_loss: nan | Time: 4592.44 ms
[2022-04-10 05:34:20	                main:574]	:	INFO	:	Epoch 1949 | loss: nan | val_loss: nan | Time: 4609.77 ms
[2022-04-10 05:34:25	                main:574]	:	INFO	:	Epoch 1950 | loss: nan | val_loss: nan | Time: 4537.39 ms
[2022-04-10 05:34:29	                main:574]	:	INFO	:	Epoch 1951 | loss: nan | val_loss: nan | Time: 4554.07 ms
[2022-04-10 05:34:34	                main:574]	:	INFO	:	Epoch 1952 | loss: nan | val_loss: nan | Time: 4568.6 ms
[2022-04-10 05:34:39	                main:574]	:	INFO	:	Epoch 1953 | loss: nan | val_loss: nan | Time: 4601.47 ms
[2022-04-10 05:34:43	                main:574]	:	INFO	:	Epoch 1954 | loss: nan | val_loss: nan | Time: 4586.17 ms
[2022-04-10 05:34:48	                main:574]	:	INFO	:	Epoch 1955 | loss: nan | val_loss: nan | Time: 4556.39 ms
[2022-04-10 05:34:52	                main:574]	:	INFO	:	Epoch 1956 | loss: nan | val_loss: nan | Time: 4643.22 ms
[2022-04-10 05:34:57	                main:574]	:	INFO	:	Epoch 1957 | loss: nan | val_loss: nan | Time: 4607.63 ms
[2022-04-10 05:35:02	                main:574]	:	INFO	:	Epoch 1958 | loss: nan | val_loss: nan | Time: 4535 ms
[2022-04-10 05:35:06	                main:574]	:	INFO	:	Epoch 1959 | loss: nan | val_loss: nan | Time: 4582.73 ms
[2022-04-10 05:35:11	                main:574]	:	INFO	:	Epoch 1960 | loss: nan | val_loss: nan | Time: 4580.1 ms
[2022-04-10 05:35:15	                main:574]	:	INFO	:	Epoch 1961 | loss: nan | val_loss: nan | Time: 4635.26 ms
[2022-04-10 05:35:20	                main:574]	:	INFO	:	Epoch 1962 | loss: nan | val_loss: nan | Time: 4581.67 ms
[2022-04-10 05:35:25	                main:574]	:	INFO	:	Epoch 1963 | loss: nan | val_loss: nan | Time: 4597.09 ms
[2022-04-10 05:35:29	                main:574]	:	INFO	:	Epoch 1964 | loss: nan | val_loss: nan | Time: 4559.76 ms
[2022-04-10 05:35:34	                main:574]	:	INFO	:	Epoch 1965 | loss: nan | val_loss: nan | Time: 4632.5 ms
[2022-04-10 05:35:38	                main:574]	:	INFO	:	Epoch 1966 | loss: nan | val_loss: nan | Time: 4556.87 ms
[2022-04-10 05:35:43	                main:574]	:	INFO	:	Epoch 1967 | loss: nan | val_loss: nan | Time: 4536.12 ms
[2022-04-10 05:35:47	                main:574]	:	INFO	:	Epoch 1968 | loss: nan | val_loss: nan | Time: 4548.54 ms
[2022-04-10 05:35:52	                main:574]	:	INFO	:	Epoch 1969 | loss: nan | val_loss: nan | Time: 4575.27 ms
[2022-04-10 05:35:57	                main:574]	:	INFO	:	Epoch 1970 | loss: nan | val_loss: nan | Time: 4549.96 ms
[2022-04-10 05:36:01	                main:574]	:	INFO	:	Epoch 1971 | loss: nan | val_loss: nan | Time: 4558.49 ms
[2022-04-10 05:36:06	                main:574]	:	INFO	:	Epoch 1972 | loss: nan | val_loss: nan | Time: 4585.01 ms
[2022-04-10 05:36:10	                main:574]	:	INFO	:	Epoch 1973 | loss: nan | val_loss: nan | Time: 4579.35 ms
[2022-04-10 05:36:15	                main:574]	:	INFO	:	Epoch 1974 | loss: nan | val_loss: nan | Time: 4503.09 ms
[2022-04-10 05:36:19	                main:574]	:	INFO	:	Epoch 1975 | loss: nan | val_loss: nan | Time: 4555.92 ms
[2022-04-10 05:36:24	                main:574]	:	INFO	:	Epoch 1976 | loss: nan | val_loss: nan | Time: 4547.14 ms
[2022-04-10 05:36:28	                main:574]	:	INFO	:	Epoch 1977 | loss: nan | val_loss: nan | Time: 4547.73 ms
[2022-04-10 05:36:33	                main:574]	:	INFO	:	Epoch 1978 | loss: nan | val_loss: nan | Time: 4573.54 ms
[2022-04-10 05:36:38	                main:574]	:	INFO	:	Epoch 1979 | loss: nan | val_loss: nan | Time: 4514.46 ms
[2022-04-10 05:36:42	                main:574]	:	INFO	:	Epoch 1980 | loss: nan | val_loss: nan | Time: 4598.2 ms
[2022-04-10 05:36:47	                main:574]	:	INFO	:	Epoch 1981 | loss: nan | val_loss: nan | Time: 4610.55 ms
[2022-04-10 05:36:51	                main:574]	:	INFO	:	Epoch 1982 | loss: nan | val_loss: nan | Time: 4528.65 ms
[2022-04-10 05:36:56	                main:574]	:	INFO	:	Epoch 1983 | loss: nan | val_loss: nan | Time: 4588.94 ms
[2022-04-10 05:37:00	                main:574]	:	INFO	:	Epoch 1984 | loss: nan | val_loss: nan | Time: 4594.03 ms
[2022-04-10 05:37:05	                main:574]	:	INFO	:	Epoch 1985 | loss: nan | val_loss: nan | Time: 4550.99 ms
[2022-04-10 05:37:10	                main:574]	:	INFO	:	Epoch 1986 | loss: nan | val_loss: nan | Time: 4538.05 ms
[2022-04-10 05:37:14	                main:574]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 4526.39 ms
[2022-04-10 05:37:19	                main:574]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 4553.63 ms
[2022-04-10 05:37:23	                main:574]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 4612.32 ms
[2022-04-10 05:37:28	                main:574]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 4523.01 ms
[2022-04-10 05:37:32	                main:574]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 4581.95 ms
[2022-04-10 05:37:37	                main:574]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 4604.14 ms
[2022-04-10 05:37:42	                main:574]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 4610.08 ms
[2022-04-10 05:37:46	                main:574]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 4595.7 ms
[2022-04-10 05:37:51	                main:574]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 4562.55 ms
[2022-04-10 05:37:55	                main:574]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 4558.87 ms
[2022-04-10 05:38:00	                main:574]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 4522.19 ms
[2022-04-10 05:38:04	                main:574]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 4540.01 ms
[2022-04-10 05:38:09	                main:574]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 4477.93 ms
[2022-04-10 05:38:13	                main:574]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 4568.62 ms
[2022-04-10 05:38:18	                main:574]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 4524.58 ms
[2022-04-10 05:38:23	                main:574]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 4541.14 ms
[2022-04-10 05:38:27	                main:574]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 4473.02 ms
[2022-04-10 05:38:32	                main:574]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 4614.18 ms
[2022-04-10 05:38:36	                main:574]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 4600.67 ms
[2022-04-10 05:38:41	                main:574]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 4487.13 ms
[2022-04-10 05:38:45	                main:574]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 4535.81 ms
[2022-04-10 05:38:50	                main:574]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 4587.8 ms
[2022-04-10 05:38:54	                main:574]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 4505.87 ms
[2022-04-10 05:38:59	                main:574]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 4553.31 ms
[2022-04-10 05:39:04	                main:574]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 4607.71 ms
[2022-04-10 05:39:08	                main:574]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 4534.04 ms
[2022-04-10 05:39:13	                main:574]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 4599.11 ms
[2022-04-10 05:39:17	                main:574]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 4584.29 ms
[2022-04-10 05:39:22	                main:574]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 4606.75 ms
[2022-04-10 05:39:26	                main:574]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 4557.02 ms
[2022-04-10 05:39:31	                main:574]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 4554.35 ms
[2022-04-10 05:39:36	                main:574]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 4571.4 ms
[2022-04-10 05:39:40	                main:574]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 4683.06 ms
[2022-04-10 05:39:45	                main:574]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 4559.73 ms
[2022-04-10 05:39:49	                main:574]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 4565.99 ms
[2022-04-10 05:39:54	                main:574]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 4576.28 ms
[2022-04-10 05:39:59	                main:574]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 4541.02 ms
[2022-04-10 05:40:03	                main:574]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 4573.52 ms
[2022-04-10 05:40:08	                main:574]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 4558.76 ms
[2022-04-10 05:40:12	                main:574]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 4613.26 ms
[2022-04-10 05:40:17	                main:574]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 4551.68 ms
[2022-04-10 05:40:21	                main:574]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 4483.31 ms
[2022-04-10 05:40:26	                main:574]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 4565.76 ms
[2022-04-10 05:40:31	                main:574]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 4628.96 ms
[2022-04-10 05:40:35	                main:574]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 4588 ms
[2022-04-10 05:40:40	                main:574]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 4598.28 ms
[2022-04-10 05:40:44	                main:574]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 4616.5 ms
[2022-04-10 05:40:49	                main:574]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 4496.35 ms
[2022-04-10 05:40:53	                main:574]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 4526.26 ms
[2022-04-10 05:40:58	                main:574]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 4502.33 ms
[2022-04-10 05:41:02	                main:574]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 4501.3 ms
[2022-04-10 05:41:07	                main:574]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 4553.94 ms
[2022-04-10 05:41:12	                main:574]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 4567.28 ms
[2022-04-10 05:41:16	                main:574]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 4556.17 ms
[2022-04-10 05:41:21	                main:574]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 4572.66 ms
[2022-04-10 05:41:25	                main:574]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 4510.19 ms
[2022-04-10 05:41:30	                main:574]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 4589.98 ms
[2022-04-10 05:41:34	                main:574]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 4650.52 ms
[2022-04-10 05:41:39	                main:574]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 4558.97 ms
[2022-04-10 05:41:44	                main:574]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 4556.27 ms
[2022-04-10 05:41:48	                main:574]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 4521.12 ms
[2022-04-10 05:41:53	                main:574]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 4597.32 ms
[2022-04-10 05:41:53	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2022-04-10 05:41:53	                main:603]	:	INFO	:	Saving end state to config to file
[2022-04-10 05:41:53	                main:608]	:	INFO	:	Success, exiting..
05:41:53 (7008): 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)