Task 7565775

Name ParityModified-1631726671-530-1_2
Workunit 5076468
Created 24 Sep 2021, 14:06:47 UTC
Sent 24 Sep 2021, 15:36:23 UTC
Report deadline 1 Oct 2021, 15:36:23 UTC
Received 25 Sep 2021, 3:22:58 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 11927
Run time 59 min
CPU time 58 min 9 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 8,191.61 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 1.63 GB
Peak swap size 3.65 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
9:01	                main:574]	:	INFO	:	Epoch 1528 | loss: 0.0312106 | val_loss: 0.0312125 | Time: 1713.52 ms
[2021-09-24 22:19:03	                main:574]	:	INFO	:	Epoch 1529 | loss: 0.0312105 | val_loss: 0.0312139 | Time: 1727.33 ms
[2021-09-24 22:19:05	                main:574]	:	INFO	:	Epoch 1530 | loss: 0.0312098 | val_loss: 0.0312127 | Time: 1706.65 ms
[2021-09-24 22:19:06	                main:574]	:	INFO	:	Epoch 1531 | loss: 0.0312096 | val_loss: 0.0312136 | Time: 1694.75 ms
[2021-09-24 22:19:08	                main:574]	:	INFO	:	Epoch 1532 | loss: 0.0312097 | val_loss: 0.0312127 | Time: 1701.6 ms
[2021-09-24 22:19:10	                main:574]	:	INFO	:	Epoch 1533 | loss: 0.0312124 | val_loss: 0.0312123 | Time: 1706.32 ms
[2021-09-24 22:19:11	                main:574]	:	INFO	:	Epoch 1534 | loss: 0.03121 | val_loss: 0.0312132 | Time: 1734.47 ms
[2021-09-24 22:19:13	                main:574]	:	INFO	:	Epoch 1535 | loss: 0.0312093 | val_loss: 0.0312128 | Time: 1713.82 ms
[2021-09-24 22:19:15	                main:574]	:	INFO	:	Epoch 1536 | loss: 0.0312096 | val_loss: 0.0312125 | Time: 1710.9 ms
[2021-09-24 22:19:17	                main:574]	:	INFO	:	Epoch 1537 | loss: 0.03121 | val_loss: 0.0312132 | Time: 1746.4 ms
[2021-09-24 22:19:18	                main:574]	:	INFO	:	Epoch 1538 | loss: 0.0312102 | val_loss: 0.0312123 | Time: 1734.43 ms
[2021-09-24 22:19:20	                main:574]	:	INFO	:	Epoch 1539 | loss: 0.0312092 | val_loss: 0.0312121 | Time: 1748.85 ms
[2021-09-24 22:19:22	                main:574]	:	INFO	:	Epoch 1540 | loss: 0.0312089 | val_loss: 0.0312132 | Time: 1733.03 ms
[2021-09-24 22:19:24	                main:574]	:	INFO	:	Epoch 1541 | loss: 0.0312098 | val_loss: 0.0312136 | Time: 1719.13 ms
[2021-09-24 22:19:25	                main:574]	:	INFO	:	Epoch 1542 | loss: 0.0312092 | val_loss: 0.0312124 | Time: 1713.82 ms
[2021-09-24 22:19:27	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.0312128 | val_loss: 0.0312243 | Time: 1725.14 ms
[2021-09-24 22:19:29	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.0312154 | val_loss: 0.0312128 | Time: 1711.4 ms
[2021-09-24 22:19:31	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.0312114 | val_loss: 0.0312127 | Time: 1724.67 ms
[2021-09-24 22:19:32	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.031211 | val_loss: 0.0312122 | Time: 1697.12 ms
[2021-09-24 22:19:34	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0312098 | val_loss: 0.031213 | Time: 1717.47 ms
[2021-09-24 22:19:36	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0312099 | val_loss: 0.0312157 | Time: 1742.05 ms
[2021-09-24 22:19:37	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.0312098 | val_loss: 0.0312118 | Time: 1752.65 ms
[2021-09-24 22:19:39	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.031208 | val_loss: 0.0312133 | Time: 1765.68 ms
[2021-09-24 22:19:41	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0312087 | val_loss: 0.0312134 | Time: 1736.41 ms
[2021-09-24 22:19:43	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.0312124 | val_loss: 0.031213 | Time: 1739.06 ms
[2021-09-24 22:19:44	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0312126 | val_loss: 0.031214 | Time: 1720.46 ms
[2021-09-24 22:19:46	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0312116 | val_loss: 0.0312121 | Time: 1725.15 ms
[2021-09-24 22:19:48	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0312125 | val_loss: 0.0312138 | Time: 1731.54 ms
[2021-09-24 22:19:50	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0312122 | val_loss: 0.0312171 | Time: 1728.45 ms
[2021-09-24 22:19:51	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0312117 | val_loss: 0.0312128 | Time: 1711.38 ms
[2021-09-24 22:19:53	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0312128 | val_loss: 0.0312144 | Time: 1707.68 ms
[2021-09-24 22:19:55	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0312154 | val_loss: 0.0312151 | Time: 1711.82 ms
[2021-09-24 22:19:57	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0312121 | val_loss: 0.0312202 | Time: 1705.08 ms
[2021-09-24 22:19:58	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0312121 | val_loss: 0.0312153 | Time: 1700.92 ms
[2021-09-24 22:20:00	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0312121 | val_loss: 0.031214 | Time: 1730.08 ms
[2021-09-24 22:20:02	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0312112 | val_loss: 0.0312135 | Time: 1713.98 ms
[2021-09-24 22:20:03	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.0312123 | val_loss: 0.0312137 | Time: 1717.52 ms
[2021-09-24 22:20:05	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.031213 | val_loss: 0.0312159 | Time: 1709.06 ms
[2021-09-24 22:20:07	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0312126 | val_loss: 0.0312137 | Time: 1692.4 ms
[2021-09-24 22:20:09	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0312114 | val_loss: 0.0312134 | Time: 1737.1 ms
[2021-09-24 22:20:10	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.031212 | val_loss: 0.0312161 | Time: 1715.96 ms
[2021-09-24 22:20:12	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0312108 | val_loss: 0.0312139 | Time: 1713.49 ms
[2021-09-24 22:20:14	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0312112 | val_loss: 0.0312134 | Time: 1691.74 ms
[2021-09-24 22:20:15	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0312117 | val_loss: 0.031213 | Time: 1680.31 ms
[2021-09-24 22:20:17	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0312108 | val_loss: 0.0312154 | Time: 1695.41 ms
[2021-09-24 22:20:19	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.031211 | val_loss: 0.0312135 | Time: 1704.46 ms
[2021-09-24 22:20:21	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0312096 | val_loss: 0.0312133 | Time: 1705.01 ms
[2021-09-24 22:20:22	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0312134 | val_loss: 0.0312143 | Time: 1709.33 ms
[2021-09-24 22:20:24	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.031212 | val_loss: 0.0312128 | Time: 1712.66 ms
[2021-09-24 22:20:26	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0312098 | val_loss: 0.0312135 | Time: 1736.01 ms
[2021-09-24 22:20:27	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.031214 | val_loss: 0.0312127 | Time: 1726.88 ms
[2021-09-24 22:20:29	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0312139 | val_loss: 0.0312156 | Time: 1747.74 ms
[2021-09-24 22:20:31	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0312138 | val_loss: 0.0312153 | Time: 1729.32 ms
[2021-09-24 22:20:33	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0312114 | val_loss: 0.031216 | Time: 1700.39 ms
[2021-09-24 22:20:34	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0312105 | val_loss: 0.0312126 | Time: 1709.02 ms
[2021-09-24 22:20:36	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0312099 | val_loss: 0.0312122 | Time: 1716.37 ms
[2021-09-24 22:20:38	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0312091 | val_loss: 0.0312134 | Time: 1710.32 ms
[2021-09-24 22:20:40	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.03121 | val_loss: 0.0312116 | Time: 1700.31 ms
[2021-09-24 22:20:41	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0312085 | val_loss: 0.0312116 | Time: 1710.49 ms
[2021-09-24 22:20:43	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.031209 | val_loss: 0.0312122 | Time: 1720.55 ms
[2021-09-24 22:20:45	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.031209 | val_loss: 0.0312123 | Time: 1713.31 ms
[2021-09-24 22:20:46	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0312082 | val_loss: 0.0312121 | Time: 1714.09 ms
[2021-09-24 22:20:48	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0312084 | val_loss: 0.031212 | Time: 1724.48 ms
[2021-09-24 22:20:50	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0312087 | val_loss: 0.0312118 | Time: 1728.92 ms
[2021-09-24 22:20:52	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0312116 | val_loss: 0.0312115 | Time: 1708.82 ms
[2021-09-24 22:20:53	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.0312114 | val_loss: 0.0312151 | Time: 1703.89 ms
[2021-09-24 22:20:55	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0312103 | val_loss: 0.0312121 | Time: 1712.33 ms
[2021-09-24 22:20:57	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0312093 | val_loss: 0.0312133 | Time: 1722.56 ms
[2021-09-24 22:20:59	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0312096 | val_loss: 0.0312117 | Time: 1723.22 ms
[2021-09-24 22:21:00	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0312127 | val_loss: 0.0312143 | Time: 1726.67 ms
[2021-09-24 22:21:02	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0312127 | val_loss: 0.0312155 | Time: 1715.91 ms
[2021-09-24 22:21:04	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0312099 | val_loss: 0.0312161 | Time: 1695.74 ms
[2021-09-24 22:21:05	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.031209 | val_loss: 0.0312112 | Time: 1711.6 ms
[2021-09-24 22:21:07	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0312106 | val_loss: 0.0312121 | Time: 1737.26 ms
[2021-09-24 22:21:09	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0312088 | val_loss: 0.0312108 | Time: 1722.16 ms
[2021-09-24 22:21:11	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0312089 | val_loss: 0.0312121 | Time: 1720.53 ms
[2021-09-24 22:21:12	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0312118 | val_loss: 0.0312142 | Time: 1701.31 ms
[2021-09-24 22:21:14	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0312106 | val_loss: 0.0312107 | Time: 1697.84 ms
[2021-09-24 22:21:16	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0312167 | val_loss: 0.0312207 | Time: 1726.24 ms
[2021-09-24 22:21:18	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0312152 | val_loss: 0.0312139 | Time: 1711.68 ms
[2021-09-24 22:21:19	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0312092 | val_loss: 0.0312106 | Time: 1713.88 ms
[2021-09-24 22:21:21	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0312078 | val_loss: 0.0312107 | Time: 1712.88 ms
[2021-09-24 22:21:23	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0312092 | val_loss: 0.0312112 | Time: 1700.42 ms
[2021-09-24 22:21:24	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0312084 | val_loss: 0.0312112 | Time: 1710.6 ms
[2021-09-24 22:21:26	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.0312085 | val_loss: 0.031211 | Time: 1721.09 ms
[2021-09-24 22:21:28	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0312072 | val_loss: 0.0312113 | Time: 1733.95 ms
[2021-09-24 22:21:30	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.031208 | val_loss: 0.0312135 | Time: 1715.61 ms
[2021-09-24 22:21:31	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.031211 | val_loss: 0.0312122 | Time: 1711.11 ms
[2021-09-24 22:21:33	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.03121 | val_loss: 0.0312136 | Time: 1708.45 ms
[2021-09-24 22:21:35	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0312074 | val_loss: 0.0312112 | Time: 1715.43 ms
[2021-09-24 22:21:37	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0312084 | val_loss: 0.0312176 | Time: 1708.18 ms
[2021-09-24 22:21:38	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.0312073 | val_loss: 0.0312105 | Time: 1723.22 ms
[2021-09-24 22:21:40	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.0312064 | val_loss: 0.0312097 | Time: 1692.36 ms
[2021-09-24 22:21:42	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0312071 | val_loss: 0.0312109 | Time: 1696.44 ms
[2021-09-24 22:21:43	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0312064 | val_loss: 0.0312116 | Time: 1696.64 ms
[2021-09-24 22:21:45	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0312068 | val_loss: 0.03121 | Time: 1704.76 ms
[2021-09-24 22:21:47	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0312066 | val_loss: 0.0312098 | Time: 1721.29 ms
[2021-09-24 22:21:49	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.031209 | val_loss: 0.0312099 | Time: 1712.63 ms
[2021-09-24 22:21:50	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.031211 | val_loss: 0.0312115 | Time: 1724.47 ms
[2021-09-24 22:21:52	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0312137 | val_loss: 0.0312118 | Time: 1720.28 ms
[2021-09-24 22:21:54	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.0312106 | val_loss: 0.0312109 | Time: 1711.73 ms
[2021-09-24 22:21:56	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0312087 | val_loss: 0.0312114 | Time: 1719.69 ms
[2021-09-24 22:21:57	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0312083 | val_loss: 0.0312105 | Time: 1699.17 ms
[2021-09-24 22:21:59	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0312102 | val_loss: 0.0312095 | Time: 1719.33 ms
[2021-09-24 22:22:01	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0312102 | val_loss: 0.0312104 | Time: 1712.32 ms
[2021-09-24 22:22:02	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.0312079 | val_loss: 0.0312157 | Time: 1698.09 ms
[2021-09-24 22:22:04	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0312088 | val_loss: 0.0312115 | Time: 1694.38 ms
[2021-09-24 22:22:06	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0312072 | val_loss: 0.0312097 | Time: 1712.9 ms
[2021-09-24 22:22:08	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0312072 | val_loss: 0.0312111 | Time: 1729.17 ms
[2021-09-24 22:22:09	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0312075 | val_loss: 0.0312095 | Time: 1731.95 ms
[2021-09-24 22:22:11	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0312072 | val_loss: 0.0312105 | Time: 1728.72 ms
[2021-09-24 22:22:13	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0312083 | val_loss: 0.0312106 | Time: 1720.83 ms
[2021-09-24 22:22:15	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0312088 | val_loss: 0.031215 | Time: 1728.14 ms
[2021-09-24 22:22:16	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0312099 | val_loss: 0.0312122 | Time: 1718 ms
[2021-09-24 22:22:18	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.031208 | val_loss: 0.0312098 | Time: 1722.39 ms
[2021-09-24 22:22:20	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0312074 | val_loss: 0.0312106 | Time: 1727.61 ms
[2021-09-24 22:22:21	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0312077 | val_loss: 0.0312127 | Time: 1719.53 ms
[2021-09-24 22:22:23	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.031207 | val_loss: 0.0312105 | Time: 1725.93 ms
[2021-09-24 22:22:25	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0312107 | val_loss: 0.0312125 | Time: 1713.44 ms
[2021-09-24 22:22:27	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0312093 | val_loss: 0.0312129 | Time: 1721.31 ms
[2021-09-24 22:22:28	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0312092 | val_loss: 0.0312131 | Time: 1704.64 ms
[2021-09-24 22:22:30	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0312085 | val_loss: 0.031214 | Time: 1718.47 ms
[2021-09-24 22:22:32	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.0312074 | val_loss: 0.0312095 | Time: 1708.28 ms
[2021-09-24 22:22:34	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0312088 | val_loss: 0.0312102 | Time: 1715.59 ms
[2021-09-24 22:22:35	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0312076 | val_loss: 0.0312116 | Time: 1704.38 ms
[2021-09-24 22:22:37	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.031207 | val_loss: 0.0312097 | Time: 1708.31 ms
[2021-09-24 22:22:39	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0312084 | val_loss: 0.0312148 | Time: 1723.33 ms
[2021-09-24 22:22:40	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0312137 | val_loss: 0.0312148 | Time: 1718.26 ms
[2021-09-24 22:22:42	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0312106 | val_loss: 0.0312176 | Time: 1707.52 ms
[2021-09-24 22:22:44	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0312098 | val_loss: 0.0312105 | Time: 1711.67 ms
[2021-09-24 22:22:46	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0312091 | val_loss: 0.0312149 | Time: 1701.26 ms
[2021-09-24 22:22:47	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0312074 | val_loss: 0.0312096 | Time: 1702.36 ms
[2021-09-24 22:22:49	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0312064 | val_loss: 0.0312099 | Time: 1708.77 ms
[2021-09-24 22:22:51	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0312057 | val_loss: 0.0312094 | Time: 1714.93 ms
[2021-09-24 22:22:53	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0312059 | val_loss: 0.0312109 | Time: 1727.33 ms
[2021-09-24 22:22:54	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0312062 | val_loss: 0.0312102 | Time: 1731.61 ms
[2021-09-24 22:22:56	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0312071 | val_loss: 0.0312104 | Time: 1706.72 ms
[2021-09-24 22:22:58	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0312102 | val_loss: 0.0312097 | Time: 1721.09 ms
[2021-09-24 22:22:59	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0312094 | val_loss: 0.0312111 | Time: 1723.04 ms
[2021-09-24 22:23:01	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0312079 | val_loss: 0.0312105 | Time: 1709.05 ms
[2021-09-24 22:23:03	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0312107 | val_loss: 0.0312251 | Time: 1703.05 ms
[2021-09-24 22:23:05	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0312159 | val_loss: 0.0312131 | Time: 1695.47 ms
[2021-09-24 22:23:06	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0312107 | val_loss: 0.031219 | Time: 1696.1 ms
[2021-09-24 22:23:08	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0312093 | val_loss: 0.0312102 | Time: 1712.68 ms
[2021-09-24 22:23:10	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0312082 | val_loss: 0.0312099 | Time: 1685.56 ms
[2021-09-24 22:23:11	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0312068 | val_loss: 0.0312092 | Time: 1700.81 ms
[2021-09-24 22:23:13	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0312059 | val_loss: 0.0312099 | Time: 1686.51 ms
[2021-09-24 22:23:15	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0312061 | val_loss: 0.0312113 | Time: 1700.18 ms
[2021-09-24 22:23:17	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.031206 | val_loss: 0.0312094 | Time: 1703.01 ms
[2021-09-24 22:23:18	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.0312057 | val_loss: 0.0312089 | Time: 1692.59 ms
[2021-09-24 22:23:20	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0312061 | val_loss: 0.0312101 | Time: 1701.54 ms
[2021-09-24 22:23:22	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0312084 | val_loss: 0.0312116 | Time: 1701.78 ms
[2021-09-24 22:23:23	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0312117 | val_loss: 0.0312112 | Time: 1710.52 ms
[2021-09-24 22:23:25	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0312113 | val_loss: 0.0312169 | Time: 1740.23 ms
[2021-09-24 22:23:27	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0312101 | val_loss: 0.0312126 | Time: 1725.1 ms
[2021-09-24 22:23:29	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0312058 | val_loss: 0.0312086 | Time: 1713.18 ms
[2021-09-24 22:23:30	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0312055 | val_loss: 0.031209 | Time: 1714.48 ms
[2021-09-24 22:23:32	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0312065 | val_loss: 0.0312104 | Time: 1719.07 ms
[2021-09-24 22:23:34	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0312055 | val_loss: 0.0312093 | Time: 1718.8 ms
[2021-09-24 22:23:36	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0312056 | val_loss: 0.0312089 | Time: 1720.8 ms
[2021-09-24 22:23:37	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0312052 | val_loss: 0.0312113 | Time: 1697.91 ms
[2021-09-24 22:23:39	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0312068 | val_loss: 0.0312123 | Time: 1702.35 ms
[2021-09-24 22:23:41	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0312077 | val_loss: 0.0312141 | Time: 1718.49 ms
[2021-09-24 22:23:42	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0312076 | val_loss: 0.0312088 | Time: 1713.42 ms
[2021-09-24 22:23:44	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0312079 | val_loss: 0.031212 | Time: 1705.68 ms
[2021-09-24 22:23:46	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0312067 | val_loss: 0.0312105 | Time: 1701.61 ms
[2021-09-24 22:23:48	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0312063 | val_loss: 0.0312086 | Time: 1703.71 ms
[2021-09-24 22:23:49	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0312061 | val_loss: 0.0312083 | Time: 1704.3 ms
[2021-09-24 22:23:51	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.0312055 | val_loss: 0.0312099 | Time: 1710.53 ms
[2021-09-24 22:23:53	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.0312058 | val_loss: 0.0312135 | Time: 1691.49 ms
[2021-09-24 22:23:54	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.0312074 | val_loss: 0.0312155 | Time: 1706.96 ms
[2021-09-24 22:23:56	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.0312071 | val_loss: 0.0312129 | Time: 1737.15 ms
[2021-09-24 22:23:58	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.031207 | val_loss: 0.0312119 | Time: 1747.08 ms
[2021-09-24 22:24:00	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.03121 | val_loss: 0.0312091 | Time: 1726.29 ms
[2021-09-24 22:24:01	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0312059 | val_loss: 0.0312144 | Time: 1712.41 ms
[2021-09-24 22:24:03	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.0312053 | val_loss: 0.031208 | Time: 1715.2 ms
[2021-09-24 22:24:05	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0312058 | val_loss: 0.0312083 | Time: 1734.47 ms
[2021-09-24 22:24:07	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0312056 | val_loss: 0.0312092 | Time: 1747.99 ms
[2021-09-24 22:24:08	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0312047 | val_loss: 0.0312095 | Time: 1729.68 ms
[2021-09-24 22:24:10	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0312049 | val_loss: 0.0312122 | Time: 1720.9 ms
[2021-09-24 22:24:12	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0312051 | val_loss: 0.0312084 | Time: 1714.64 ms
[2021-09-24 22:24:14	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.0312054 | val_loss: 0.0312138 | Time: 1725.83 ms
[2021-09-24 22:24:15	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0312059 | val_loss: 0.0312085 | Time: 1715.5 ms
[2021-09-24 22:24:17	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0312059 | val_loss: 0.0312092 | Time: 1729.98 ms
[2021-09-24 22:24:19	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.0312063 | val_loss: 0.0312108 | Time: 1721.15 ms
[2021-09-24 22:24:21	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.0312063 | val_loss: 0.0312098 | Time: 1700.08 ms
[2021-09-24 22:24:22	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.0312048 | val_loss: 0.0312078 | Time: 1686.7 ms
[2021-09-24 22:24:24	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0312042 | val_loss: 0.03121 | Time: 1694.71 ms
[2021-09-24 22:24:26	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0312048 | val_loss: 0.0312088 | Time: 1723.94 ms
[2021-09-24 22:24:27	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.0312043 | val_loss: 0.0312081 | Time: 1740.76 ms
[2021-09-24 22:24:29	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.0312043 | val_loss: 0.0312083 | Time: 1710.71 ms
[2021-09-24 22:24:31	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0312047 | val_loss: 0.0312089 | Time: 1714.4 ms
[2021-09-24 22:24:33	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0312077 | val_loss: 0.0312103 | Time: 1712.09 ms
[2021-09-24 22:24:34	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0312057 | val_loss: 0.0312114 | Time: 1713.34 ms
[2021-09-24 22:24:36	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0312051 | val_loss: 0.0312091 | Time: 1733.92 ms
[2021-09-24 22:24:38	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0312038 | val_loss: 0.0312077 | Time: 1720.98 ms
[2021-09-24 22:24:40	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.0312043 | val_loss: 0.0312079 | Time: 1715.68 ms
[2021-09-24 22:24:41	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0312048 | val_loss: 0.0312086 | Time: 1728.78 ms
[2021-09-24 22:24:43	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0312098 | val_loss: 0.0312138 | Time: 1715.33 ms
[2021-09-24 22:24:45	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0312149 | val_loss: 0.031214 | Time: 1713.05 ms
[2021-09-24 22:24:46	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0312132 | val_loss: 0.031213 | Time: 1701.07 ms
[2021-09-24 22:24:48	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0312136 | val_loss: 0.0312169 | Time: 1719.01 ms
[2021-09-24 22:24:50	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0312143 | val_loss: 0.0312186 | Time: 1741.68 ms
[2021-09-24 22:24:52	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.0312121 | val_loss: 0.031213 | Time: 1738.1 ms
[2021-09-24 22:24:53	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.0312112 | val_loss: 0.0312135 | Time: 1734.37 ms
[2021-09-24 22:24:55	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0312108 | val_loss: 0.0312114 | Time: 1726.1 ms
[2021-09-24 22:24:57	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.0312108 | val_loss: 0.0312121 | Time: 1714 ms
[2021-09-24 22:24:59	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0312101 | val_loss: 0.0312144 | Time: 1729.68 ms
[2021-09-24 22:25:00	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0312095 | val_loss: 0.0312138 | Time: 1714.52 ms
[2021-09-24 22:25:02	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0312099 | val_loss: 0.0312095 | Time: 1731.47 ms
[2021-09-24 22:25:04	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0312103 | val_loss: 0.0312104 | Time: 1701.73 ms
[2021-09-24 22:25:06	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0312083 | val_loss: 0.0312109 | Time: 1709.97 ms
[2021-09-24 22:25:07	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.0312102 | val_loss: 0.0312099 | Time: 1711.35 ms
[2021-09-24 22:25:09	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.0312079 | val_loss: 0.0312117 | Time: 1726.61 ms
[2021-09-24 22:25:11	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0312095 | val_loss: 0.0312113 | Time: 1724.98 ms
[2021-09-24 22:25:12	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0312091 | val_loss: 0.0312101 | Time: 1723.54 ms
[2021-09-24 22:25:14	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.031208 | val_loss: 0.0312085 | Time: 1703.7 ms
[2021-09-24 22:25:16	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.0312091 | val_loss: 0.0312088 | Time: 1708.52 ms
[2021-09-24 22:25:18	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0312085 | val_loss: 0.0312082 | Time: 1709.58 ms
[2021-09-24 22:25:19	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0312114 | val_loss: 0.0312183 | Time: 1718.7 ms
[2021-09-24 22:25:21	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.0312172 | val_loss: 0.0312703 | Time: 1716.04 ms
[2021-09-24 22:25:23	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.0329139 | val_loss: 0.0322022 | Time: 1729.9 ms
[2021-09-24 22:25:25	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0357542 | val_loss: 0.0344074 | Time: 1756.82 ms
[2021-09-24 22:25:26	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0324359 | val_loss: 0.0315157 | Time: 1734.43 ms
[2021-09-24 22:25:28	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.0313816 | val_loss: 0.0313112 | Time: 1711.77 ms
[2021-09-24 22:25:30	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0312579 | val_loss: 0.0312349 | Time: 1719 ms
[2021-09-24 22:25:31	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.0312319 | val_loss: 0.0312252 | Time: 1728.12 ms
[2021-09-24 22:25:33	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.0312255 | val_loss: 0.0312229 | Time: 1718.87 ms
[2021-09-24 22:25:35	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.0312212 | val_loss: 0.0312201 | Time: 1718.94 ms
[2021-09-24 22:25:37	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.0312239 | val_loss: 0.0312194 | Time: 1717.16 ms
[2021-09-24 22:25:38	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.0312228 | val_loss: 0.0312187 | Time: 1691.3 ms
[2021-09-24 22:25:40	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0312173 | val_loss: 0.0312167 | Time: 1690.48 ms
[2021-09-24 22:25:42	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.031217 | val_loss: 0.0312224 | Time: 1713.18 ms
[2021-09-24 22:25:44	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0312163 | val_loss: 0.0312153 | Time: 1728.24 ms
[2021-09-24 22:25:45	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.0312139 | val_loss: 0.0312159 | Time: 1736.28 ms
[2021-09-24 22:25:47	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.031214 | val_loss: 0.0312154 | Time: 1720.04 ms
[2021-09-24 22:25:49	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.0312132 | val_loss: 0.031215 | Time: 1705.77 ms
[2021-09-24 22:25:50	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.031213 | val_loss: 0.0312147 | Time: 1697.47 ms
[2021-09-24 22:25:52	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0312125 | val_loss: 0.0312142 | Time: 1720.26 ms
[2021-09-24 22:25:54	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0312116 | val_loss: 0.0312157 | Time: 1711.45 ms
[2021-09-24 22:25:56	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0312119 | val_loss: 0.0312138 | Time: 1731.43 ms
[2021-09-24 22:25:57	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0312122 | val_loss: 0.0312147 | Time: 1709.98 ms
[2021-09-24 22:25:59	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.031212 | val_loss: 0.0312133 | Time: 1721.7 ms
[2021-09-24 22:26:01	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0312111 | val_loss: 0.0312134 | Time: 1711.53 ms
[2021-09-24 22:26:03	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0312107 | val_loss: 0.0312129 | Time: 1723.55 ms
[2021-09-24 22:26:04	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.031211 | val_loss: 0.0312123 | Time: 1736.58 ms
[2021-09-24 22:26:06	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.0312127 | val_loss: 0.031218 | Time: 1714.45 ms
[2021-09-24 22:26:08	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0312119 | val_loss: 0.0312124 | Time: 1700.45 ms
[2021-09-24 22:26:09	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.0312101 | val_loss: 0.0312116 | Time: 1701.8 ms
[2021-09-24 22:26:11	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0312099 | val_loss: 0.0312136 | Time: 1720.04 ms
[2021-09-24 22:26:13	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0312115 | val_loss: 0.0312171 | Time: 1719.04 ms
[2021-09-24 22:26:15	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0312135 | val_loss: 0.0312198 | Time: 1734.78 ms
[2021-09-24 22:26:16	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0312123 | val_loss: 0.0312181 | Time: 1728.39 ms
[2021-09-24 22:26:18	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.0312114 | val_loss: 0.0312124 | Time: 1715.54 ms
[2021-09-24 22:26:20	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.0312112 | val_loss: 0.0312139 | Time: 1712.87 ms
[2021-09-24 22:26:22	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0312099 | val_loss: 0.0312116 | Time: 1715.79 ms
[2021-09-24 22:26:23	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0312098 | val_loss: 0.0312127 | Time: 1713.88 ms
[2021-09-24 22:26:25	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.0312105 | val_loss: 0.0312113 | Time: 1723.92 ms
[2021-09-24 22:26:27	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0312092 | val_loss: 0.0312111 | Time: 1723.98 ms
[2021-09-24 22:26:28	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.0312091 | val_loss: 0.0312106 | Time: 1718.05 ms
[2021-09-24 22:26:30	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.0312097 | val_loss: 0.0312119 | Time: 1718.83 ms
[2021-09-24 22:26:32	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0312089 | val_loss: 0.031211 | Time: 1715.38 ms
[2021-09-24 22:26:34	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0312094 | val_loss: 0.0312164 | Time: 1709.64 ms
[2021-09-24 22:26:35	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.0312104 | val_loss: 0.0312119 | Time: 1700.31 ms
[2021-09-24 22:26:37	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.0312088 | val_loss: 0.0312102 | Time: 1722.97 ms
[2021-09-24 22:26:39	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0312088 | val_loss: 0.031211 | Time: 1727.99 ms
[2021-09-24 22:26:41	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.0312083 | val_loss: 0.0312109 | Time: 1722.59 ms
[2021-09-24 22:26:42	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.031208 | val_loss: 0.0312105 | Time: 1721.21 ms
[2021-09-24 22:26:44	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0312089 | val_loss: 0.0312106 | Time: 1716.72 ms
[2021-09-24 22:26:46	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.0312084 | val_loss: 0.0312097 | Time: 1716.55 ms
[2021-09-24 22:26:48	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.0312079 | val_loss: 0.0312145 | Time: 1733.2 ms
[2021-09-24 22:26:49	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0312097 | val_loss: 0.0312138 | Time: 1722.39 ms
[2021-09-24 22:26:51	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0312087 | val_loss: 0.0312111 | Time: 1721.69 ms
[2021-09-24 22:26:53	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0312082 | val_loss: 0.03121 | Time: 1714.46 ms
[2021-09-24 22:26:54	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.031208 | val_loss: 0.0312101 | Time: 1703.84 ms
[2021-09-24 22:26:56	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.0312087 | val_loss: 0.0312106 | Time: 1718.55 ms
[2021-09-24 22:26:58	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.0312105 | val_loss: 0.0312101 | Time: 1718.46 ms
[2021-09-24 22:27:00	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.0312091 | val_loss: 0.0312111 | Time: 1730.49 ms
[2021-09-24 22:27:01	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.0312085 | val_loss: 0.03121 | Time: 1708.31 ms
[2021-09-24 22:27:03	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.0312079 | val_loss: 0.03121 | Time: 1706.47 ms
[2021-09-24 22:27:05	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0312088 | val_loss: 0.0312099 | Time: 1704.54 ms
[2021-09-24 22:27:06	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.03121 | val_loss: 0.03121 | Time: 1716.89 ms
[2021-09-24 22:27:08	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.0312096 | val_loss: 0.031213 | Time: 1715.82 ms
[2021-09-24 22:27:10	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0312083 | val_loss: 0.0312101 | Time: 1733.27 ms
[2021-09-24 22:27:12	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.0312077 | val_loss: 0.0312125 | Time: 1722.44 ms
[2021-09-24 22:27:13	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.0312084 | val_loss: 0.0312113 | Time: 1726.23 ms
[2021-09-24 22:27:15	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0312086 | val_loss: 0.0312117 | Time: 1725.57 ms
[2021-09-24 22:27:17	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.0312079 | val_loss: 0.0312149 | Time: 1721.77 ms
[2021-09-24 22:27:19	                main:574]	:	INFO	:	Epoch 1816 | loss: 0.0312092 | val_loss: 0.0312114 | Time: 1716.82 ms
[2021-09-24 22:27:20	                main:574]	:	INFO	:	Epoch 1817 | loss: 0.0312074 | val_loss: 0.0312121 | Time: 1719.48 ms
[2021-09-24 22:27:22	                main:574]	:	INFO	:	Epoch 1818 | loss: 0.0312074 | val_loss: 0.0312101 | Time: 1718.35 ms
[2021-09-24 22:27:24	                main:574]	:	INFO	:	Epoch 1819 | loss: 0.0312074 | val_loss: 0.0312092 | Time: 1698.61 ms
[2021-09-24 22:27:26	                main:574]	:	INFO	:	Epoch 1820 | loss: 0.0312075 | val_loss: 0.0312101 | Time: 1704.24 ms
[2021-09-24 22:27:27	                main:574]	:	INFO	:	Epoch 1821 | loss: 0.0312076 | val_loss: 0.0312093 | Time: 1727.68 ms
[2021-09-24 22:27:29	                main:574]	:	INFO	:	Epoch 1822 | loss: 0.0312068 | val_loss: 0.0312097 | Time: 1718.95 ms
[2021-09-24 22:27:31	                main:574]	:	INFO	:	Epoch 1823 | loss: 0.0312073 | val_loss: 0.0312103 | Time: 1712.04 ms
[2021-09-24 22:27:32	                main:574]	:	INFO	:	Epoch 1824 | loss: 0.0312082 | val_loss: 0.0312107 | Time: 1699.25 ms
[2021-09-24 22:27:34	                main:574]	:	INFO	:	Epoch 1825 | loss: 0.0312083 | val_loss: 0.0312124 | Time: 1699.3 ms
[2021-09-24 22:27:36	                main:574]	:	INFO	:	Epoch 1826 | loss: 0.0312084 | val_loss: 0.0312129 | Time: 1706.13 ms
[2021-09-24 22:27:38	                main:574]	:	INFO	:	Epoch 1827 | loss: 0.0312088 | val_loss: 0.0312131 | Time: 1720.67 ms
[2021-09-24 22:27:39	                main:574]	:	INFO	:	Epoch 1828 | loss: 0.0312074 | val_loss: 0.0312096 | Time: 1721.02 ms
[2021-09-24 22:27:41	                main:574]	:	INFO	:	Epoch 1829 | loss: 0.0312075 | val_loss: 0.0312091 | Time: 1722.22 ms
[2021-09-24 22:27:43	                main:574]	:	INFO	:	Epoch 1830 | loss: 0.0312067 | val_loss: 0.0312124 | Time: 1698.62 ms
[2021-09-24 22:27:44	                main:574]	:	INFO	:	Epoch 1831 | loss: 0.0312067 | val_loss: 0.0312106 | Time: 1706.92 ms
[2021-09-24 22:27:46	                main:574]	:	INFO	:	Epoch 1832 | loss: 0.0312071 | val_loss: 0.0312092 | Time: 1705.45 ms
[2021-09-24 22:27:48	                main:574]	:	INFO	:	Epoch 1833 | loss: 0.0312089 | val_loss: 0.0312142 | Time: 1698.02 ms
[2021-09-24 22:27:50	                main:574]	:	INFO	:	Epoch 1834 | loss: 0.0312084 | val_loss: 0.0312099 | Time: 1700.48 ms
[2021-09-24 22:27:51	                main:574]	:	INFO	:	Epoch 1835 | loss: 0.0312061 | val_loss: 0.0312088 | Time: 1711.28 ms
[2021-09-24 22:27:53	                main:574]	:	INFO	:	Epoch 1836 | loss: 0.0312065 | val_loss: 0.0312095 | Time: 1711.77 ms
[2021-09-24 22:27:55	                main:574]	:	INFO	:	Epoch 1837 | loss: 0.0312059 | val_loss: 0.031208 | Time: 1717.78 ms
[2021-09-24 22:27:56	                main:574]	:	INFO	:	Epoch 1838 | loss: 0.0312058 | val_loss: 0.0312081 | Time: 1721.24 ms
[2021-09-24 22:27:58	                main:574]	:	INFO	:	Epoch 1839 | loss: 0.031207 | val_loss: 0.0312086 | Time: 1729.01 ms
[2021-09-24 22:28:00	                main:574]	:	INFO	:	Epoch 1840 | loss: 0.0312069 | val_loss: 0.0312099 | Time: 1738.52 ms
[2021-09-24 22:28:02	                main:574]	:	INFO	:	Epoch 1841 | loss: 0.0312057 | val_loss: 0.031208 | Time: 1736.1 ms
[2021-09-24 22:28:03	                main:574]	:	INFO	:	Epoch 1842 | loss: 0.0312055 | val_loss: 0.0312079 | Time: 1726.19 ms
[2021-09-24 22:28:05	                main:574]	:	INFO	:	Epoch 1843 | loss: 0.0312057 | val_loss: 0.0312089 | Time: 1729.93 ms
[2021-09-24 22:28:07	                main:574]	:	INFO	:	Epoch 1844 | loss: 0.0312085 | val_loss: 0.0312125 | Time: 1730.16 ms
[2021-09-24 22:28:09	                main:574]	:	INFO	:	Epoch 1845 | loss: 0.0312075 | val_loss: 0.0312078 | Time: 1714.5 ms
[2021-09-24 22:28:10	                main:574]	:	INFO	:	Epoch 1846 | loss: 0.0312058 | val_loss: 0.0312083 | Time: 1700.07 ms
[2021-09-24 22:28:12	                main:574]	:	INFO	:	Epoch 1847 | loss: 0.0312053 | val_loss: 0.0312088 | Time: 1686.74 ms
[2021-09-24 22:28:14	                main:574]	:	INFO	:	Epoch 1848 | loss: 0.031206 | val_loss: 0.0312092 | Time: 1702.18 ms
[2021-09-24 22:28:16	                main:574]	:	INFO	:	Epoch 1849 | loss: 0.0312065 | val_loss: 0.0312106 | Time: 1701.96 ms
[2021-09-24 22:28:17	                main:574]	:	INFO	:	Epoch 1850 | loss: 0.0312066 | val_loss: 0.0312089 | Time: 1721.17 ms
[2021-09-24 22:28:19	                main:574]	:	INFO	:	Epoch 1851 | loss: 0.0312065 | val_loss: 0.0312084 | Time: 1720.96 ms
[2021-09-24 22:28:21	                main:574]	:	INFO	:	Epoch 1852 | loss: 0.0312102 | val_loss: 0.0312103 | Time: 1704.71 ms
[2021-09-24 22:28:22	                main:574]	:	INFO	:	Epoch 1853 | loss: 0.0312071 | val_loss: 0.0312086 | Time: 1710.84 ms
[2021-09-24 22:28:24	                main:574]	:	INFO	:	Epoch 1854 | loss: 0.0312058 | val_loss: 0.0312101 | Time: 1700.83 ms
[2021-09-24 22:28:26	                main:574]	:	INFO	:	Epoch 1855 | loss: 0.0312063 | val_loss: 0.0312096 | Time: 1721.62 ms
[2021-09-24 22:28:28	                main:574]	:	INFO	:	Epoch 1856 | loss: 0.0312048 | val_loss: 0.0312084 | Time: 1715.89 ms
[2021-09-24 22:28:29	                main:574]	:	INFO	:	Epoch 1857 | loss: 0.0312047 | val_loss: 0.0312074 | Time: 1733.46 ms
[2021-09-24 22:28:31	                main:574]	:	INFO	:	Epoch 1858 | loss: 0.0312048 | val_loss: 0.0312073 | Time: 1715.71 ms
[2021-09-24 22:28:33	                main:574]	:	INFO	:	Epoch 1859 | loss: 0.0312041 | val_loss: 0.0312072 | Time: 1720.23 ms
[2021-09-24 22:28:35	                main:574]	:	INFO	:	Epoch 1860 | loss: 0.031205 | val_loss: 0.0312097 | Time: 1724.14 ms
[2021-09-24 22:28:36	                main:574]	:	INFO	:	Epoch 1861 | loss: 0.0312042 | val_loss: 0.0312075 | Time: 1706.35 ms
[2021-09-24 22:28:38	                main:574]	:	INFO	:	Epoch 1862 | loss: 0.0312041 | val_loss: 0.0312084 | Time: 1728.81 ms
[2021-09-24 22:28:40	                main:574]	:	INFO	:	Epoch 1863 | loss: 0.0312042 | val_loss: 0.0312082 | Time: 1727.1 ms
[2021-09-24 22:28:41	                main:574]	:	INFO	:	Epoch 1864 | loss: 0.0312045 | val_loss: 0.0312075 | Time: 1719.17 ms
[2021-09-24 22:28:43	                main:574]	:	INFO	:	Epoch 1865 | loss: 0.0312033 | val_loss: 0.031208 | Time: 1717.84 ms
[2021-09-24 22:28:45	                main:574]	:	INFO	:	Epoch 1866 | loss: 0.0312032 | val_loss: 0.031207 | Time: 1714.35 ms
[2021-09-24 22:28:47	                main:574]	:	INFO	:	Epoch 1867 | loss: 0.0312039 | val_loss: 0.0312078 | Time: 1702.65 ms
[2021-09-24 22:28:48	                main:574]	:	INFO	:	Epoch 1868 | loss: 0.0312035 | val_loss: 0.031208 | Time: 1703.64 ms
[2021-09-24 22:28:50	                main:574]	:	INFO	:	Epoch 1869 | loss: 0.0312037 | val_loss: 0.0312081 | Time: 1690.06 ms
[2021-09-24 22:28:52	                main:574]	:	INFO	:	Epoch 1870 | loss: 0.0312035 | val_loss: 0.0312076 | Time: 1702.5 ms
[2021-09-24 22:28:53	                main:574]	:	INFO	:	Epoch 1871 | loss: 0.0312046 | val_loss: 0.0312073 | Time: 1723.46 ms
[2021-09-24 22:28:55	                main:574]	:	INFO	:	Epoch 1872 | loss: 0.031205 | val_loss: 0.0312075 | Time: 1715.13 ms
[2021-09-24 22:28:57	                main:574]	:	INFO	:	Epoch 1873 | loss: 0.0312038 | val_loss: 0.0312069 | Time: 1710.31 ms
[2021-09-24 22:28:59	                main:574]	:	INFO	:	Epoch 1874 | loss: 0.0312026 | val_loss: 0.0312063 | Time: 1703.86 ms
[2021-09-24 22:29:00	                main:574]	:	INFO	:	Epoch 1875 | loss: 0.0312037 | val_loss: 0.0312068 | Time: 1714.5 ms
[2021-09-24 22:29:02	                main:574]	:	INFO	:	Epoch 1876 | loss: 0.0312031 | val_loss: 0.0312067 | Time: 1732.12 ms
[2021-09-24 22:29:04	                main:574]	:	INFO	:	Epoch 1877 | loss: 0.031203 | val_loss: 0.0312066 | Time: 1733.35 ms
[2021-09-24 22:29:06	                main:574]	:	INFO	:	Epoch 1878 | loss: 0.0312026 | val_loss: 0.0312067 | Time: 1714.5 ms
[2021-09-24 22:29:07	                main:574]	:	INFO	:	Epoch 1879 | loss: 0.0312034 | val_loss: 0.0312086 | Time: 1704.19 ms
[2021-09-24 22:29:09	                main:574]	:	INFO	:	Epoch 1880 | loss: 0.0312067 | val_loss: 0.0312105 | Time: 1692.87 ms
[2021-09-24 22:29:11	                main:574]	:	INFO	:	Epoch 1881 | loss: 0.0312043 | val_loss: 0.0312122 | Time: 1709.68 ms
[2021-09-24 22:29:12	                main:574]	:	INFO	:	Epoch 1882 | loss: 0.0312036 | val_loss: 0.0312061 | Time: 1716.87 ms
[2021-09-24 22:29:14	                main:574]	:	INFO	:	Epoch 1883 | loss: 0.0312032 | val_loss: 0.0312072 | Time: 1709.03 ms
[2021-09-24 22:29:16	                main:574]	:	INFO	:	Epoch 1884 | loss: 0.0312037 | val_loss: 0.0312078 | Time: 1704.9 ms
[2021-09-24 22:29:18	                main:574]	:	INFO	:	Epoch 1885 | loss: 0.0312039 | val_loss: 0.0312066 | Time: 1693.17 ms
[2021-09-24 22:29:19	                main:574]	:	INFO	:	Epoch 1886 | loss: 0.0312027 | val_loss: 0.031206 | Time: 1685.88 ms
[2021-09-24 22:29:21	                main:574]	:	INFO	:	Epoch 1887 | loss: 0.0312035 | val_loss: 0.0312064 | Time: 1709.39 ms
[2021-09-24 22:29:23	                main:574]	:	INFO	:	Epoch 1888 | loss: 0.0312025 | val_loss: 0.0312056 | Time: 1720.14 ms
[2021-09-24 22:29:24	                main:574]	:	INFO	:	Epoch 1889 | loss: 0.0312029 | val_loss: 0.0312062 | Time: 1723.1 ms
[2021-09-24 22:29:26	                main:574]	:	INFO	:	Epoch 1890 | loss: 0.0312038 | val_loss: 0.0312066 | Time: 1714.23 ms
[2021-09-24 22:29:28	                main:574]	:	INFO	:	Epoch 1891 | loss: 0.0312032 | val_loss: 0.0312064 | Time: 1716.2 ms
[2021-09-24 22:29:30	                main:574]	:	INFO	:	Epoch 1892 | loss: 0.0312031 | val_loss: 0.0312058 | Time: 1718.87 ms
[2021-09-24 22:29:31	                main:574]	:	INFO	:	Epoch 1893 | loss: 0.0312036 | val_loss: 0.0312088 | Time: 1711.92 ms
[2021-09-24 22:29:33	                main:574]	:	INFO	:	Epoch 1894 | loss: 0.0312041 | val_loss: 0.0312104 | Time: 1728.67 ms
[2021-09-24 22:29:35	                main:574]	:	INFO	:	Epoch 1895 | loss: 0.0312041 | val_loss: 0.0312087 | Time: 1733.81 ms
[2021-09-24 22:29:37	                main:574]	:	INFO	:	Epoch 1896 | loss: 0.031205 | val_loss: 0.0312083 | Time: 1706.46 ms
[2021-09-24 22:29:38	                main:574]	:	INFO	:	Epoch 1897 | loss: 0.0312215 | val_loss: 0.0312712 | Time: 1721.26 ms
[2021-09-24 22:29:40	                main:574]	:	INFO	:	Epoch 1898 | loss: nan | val_loss: nan | Time: 1717.14 ms
[2021-09-24 22:29:42	                main:574]	:	INFO	:	Epoch 1899 | loss: nan | val_loss: nan | Time: 1697.67 ms
[2021-09-24 22:29:43	                main:574]	:	INFO	:	Epoch 1900 | loss: nan | val_loss: nan | Time: 1714.53 ms
[2021-09-24 22:29:45	                main:574]	:	INFO	:	Epoch 1901 | loss: nan | val_loss: nan | Time: 1711.21 ms
[2021-09-24 22:29:47	                main:574]	:	INFO	:	Epoch 1902 | loss: nan | val_loss: nan | Time: 1708.51 ms
[2021-09-24 22:29:49	                main:574]	:	INFO	:	Epoch 1903 | loss: nan | val_loss: nan | Time: 1703.11 ms
[2021-09-24 22:29:50	                main:574]	:	INFO	:	Epoch 1904 | loss: nan | val_loss: nan | Time: 1700.71 ms
[2021-09-24 22:29:52	                main:574]	:	INFO	:	Epoch 1905 | loss: nan | val_loss: nan | Time: 1693.54 ms
[2021-09-24 22:29:54	                main:574]	:	INFO	:	Epoch 1906 | loss: nan | val_loss: nan | Time: 1685.46 ms
[2021-09-24 22:29:55	                main:574]	:	INFO	:	Epoch 1907 | loss: nan | val_loss: nan | Time: 1730.75 ms
[2021-09-24 22:29:57	                main:574]	:	INFO	:	Epoch 1908 | loss: nan | val_loss: nan | Time: 1713.97 ms
[2021-09-24 22:29:59	                main:574]	:	INFO	:	Epoch 1909 | loss: nan | val_loss: nan | Time: 1703.66 ms
[2021-09-24 22:30:01	                main:574]	:	INFO	:	Epoch 1910 | loss: nan | val_loss: nan | Time: 1719.4 ms
[2021-09-24 22:30:02	                main:574]	:	INFO	:	Epoch 1911 | loss: nan | val_loss: nan | Time: 1705.2 ms
[2021-09-24 22:30:04	                main:574]	:	INFO	:	Epoch 1912 | loss: nan | val_loss: nan | Time: 1714.9 ms
[2021-09-24 22:30:06	                main:574]	:	INFO	:	Epoch 1913 | loss: nan | val_loss: nan | Time: 1732.13 ms
[2021-09-24 22:30:08	                main:574]	:	INFO	:	Epoch 1914 | loss: nan | val_loss: nan | Time: 1730.12 ms
[2021-09-24 22:30:09	                main:574]	:	INFO	:	Epoch 1915 | loss: nan | val_loss: nan | Time: 1716.1 ms
[2021-09-24 22:30:11	                main:574]	:	INFO	:	Epoch 1916 | loss: nan | val_loss: nan | Time: 1727.95 ms
[2021-09-24 22:30:13	                main:574]	:	INFO	:	Epoch 1917 | loss: nan | val_loss: nan | Time: 1721.57 ms
[2021-09-24 22:30:15	                main:574]	:	INFO	:	Epoch 1918 | loss: nan | val_loss: nan | Time: 1719.83 ms
[2021-09-24 22:30:16	                main:574]	:	INFO	:	Epoch 1919 | loss: nan | val_loss: nan | Time: 1698.43 ms
[2021-09-24 22:30:18	                main:574]	:	INFO	:	Epoch 1920 | loss: nan | val_loss: nan | Time: 1693.81 ms
[2021-09-24 22:30:20	                main:574]	:	INFO	:	Epoch 1921 | loss: nan | val_loss: nan | Time: 1706.44 ms
[2021-09-24 22:30:21	                main:574]	:	INFO	:	Epoch 1922 | loss: nan | val_loss: nan | Time: 1693.96 ms
[2021-09-24 22:30:23	                main:574]	:	INFO	:	Epoch 1923 | loss: nan | val_loss: nan | Time: 1701.91 ms
[2021-09-24 22:30:25	                main:574]	:	INFO	:	Epoch 1924 | loss: nan | val_loss: nan | Time: 1697.35 ms
[2021-09-24 22:30:26	                main:574]	:	INFO	:	Epoch 1925 | loss: nan | val_loss: nan | Time: 1708.13 ms
[2021-09-24 22:30:28	                main:574]	:	INFO	:	Epoch 1926 | loss: nan | val_loss: nan | Time: 1702.84 ms
[2021-09-24 22:30:30	                main:574]	:	INFO	:	Epoch 1927 | loss: nan | val_loss: nan | Time: 1729.44 ms
[2021-09-24 22:30:32	                main:574]	:	INFO	:	Epoch 1928 | loss: nan | val_loss: nan | Time: 1729.25 ms
[2021-09-24 22:30:33	                main:574]	:	INFO	:	Epoch 1929 | loss: nan | val_loss: nan | Time: 1740.85 ms
[2021-09-24 22:30:35	                main:574]	:	INFO	:	Epoch 1930 | loss: nan | val_loss: nan | Time: 1719.19 ms
[2021-09-24 22:30:37	                main:574]	:	INFO	:	Epoch 1931 | loss: nan | val_loss: nan | Time: 1716.42 ms
[2021-09-24 22:30:39	                main:574]	:	INFO	:	Epoch 1932 | loss: nan | val_loss: nan | Time: 1725.03 ms
[2021-09-24 22:30:40	                main:574]	:	INFO	:	Epoch 1933 | loss: nan | val_loss: nan | Time: 1721.49 ms
[2021-09-24 22:30:42	                main:574]	:	INFO	:	Epoch 1934 | loss: nan | val_loss: nan | Time: 1708.16 ms
[2021-09-24 22:30:44	                main:574]	:	INFO	:	Epoch 1935 | loss: nan | val_loss: nan | Time: 1695.02 ms
[2021-09-24 22:30:46	                main:574]	:	INFO	:	Epoch 1936 | loss: nan | val_loss: nan | Time: 1713.84 ms
[2021-09-24 22:30:47	                main:574]	:	INFO	:	Epoch 1937 | loss: nan | val_loss: nan | Time: 1717.14 ms
[2021-09-24 22:30:49	                main:574]	:	INFO	:	Epoch 1938 | loss: nan | val_loss: nan | Time: 1709.16 ms
[2021-09-24 22:30:51	                main:574]	:	INFO	:	Epoch 1939 | loss: nan | val_loss: nan | Time: 1717.66 ms
[2021-09-24 22:30:52	                main:574]	:	INFO	:	Epoch 1940 | loss: nan | val_loss: nan | Time: 1707.03 ms
[2021-09-24 22:30:54	                main:574]	:	INFO	:	Epoch 1941 | loss: nan | val_loss: nan | Time: 1700.95 ms
[2021-09-24 22:30:56	                main:574]	:	INFO	:	Epoch 1942 | loss: nan | val_loss: nan | Time: 1698.79 ms
[2021-09-24 22:30:58	                main:574]	:	INFO	:	Epoch 1943 | loss: nan | val_loss: nan | Time: 1704.86 ms
[2021-09-24 22:30:59	                main:574]	:	INFO	:	Epoch 1944 | loss: nan | val_loss: nan | Time: 1720.84 ms
[2021-09-24 22:31:01	                main:574]	:	INFO	:	Epoch 1945 | loss: nan | val_loss: nan | Time: 1709.28 ms
[2021-09-24 22:31:03	                main:574]	:	INFO	:	Epoch 1946 | loss: nan | val_loss: nan | Time: 1720.38 ms
[2021-09-24 22:31:04	                main:574]	:	INFO	:	Epoch 1947 | loss: nan | val_loss: nan | Time: 1721.95 ms
[2021-09-24 22:31:06	                main:574]	:	INFO	:	Epoch 1948 | loss: nan | val_loss: nan | Time: 1717.55 ms
[2021-09-24 22:31:08	                main:574]	:	INFO	:	Epoch 1949 | loss: nan | val_loss: nan | Time: 1711.71 ms
[2021-09-24 22:31:10	                main:574]	:	INFO	:	Epoch 1950 | loss: nan | val_loss: nan | Time: 1719.35 ms
[2021-09-24 22:31:11	                main:574]	:	INFO	:	Epoch 1951 | loss: nan | val_loss: nan | Time: 1733.09 ms
[2021-09-24 22:31:13	                main:574]	:	INFO	:	Epoch 1952 | loss: nan | val_loss: nan | Time: 1712.52 ms
[2021-09-24 22:31:15	                main:574]	:	INFO	:	Epoch 1953 | loss: nan | val_loss: nan | Time: 1706.9 ms
[2021-09-24 22:31:17	                main:574]	:	INFO	:	Epoch 1954 | loss: nan | val_loss: nan | Time: 1719.46 ms
[2021-09-24 22:31:18	                main:574]	:	INFO	:	Epoch 1955 | loss: nan | val_loss: nan | Time: 1708.3 ms
[2021-09-24 22:31:20	                main:574]	:	INFO	:	Epoch 1956 | loss: nan | val_loss: nan | Time: 1697.88 ms
[2021-09-24 22:31:22	                main:574]	:	INFO	:	Epoch 1957 | loss: nan | val_loss: nan | Time: 1717.21 ms
[2021-09-24 22:31:23	                main:574]	:	INFO	:	Epoch 1958 | loss: nan | val_loss: nan | Time: 1705.38 ms
[2021-09-24 22:31:25	                main:574]	:	INFO	:	Epoch 1959 | loss: nan | val_loss: nan | Time: 1716.24 ms
[2021-09-24 22:31:27	                main:574]	:	INFO	:	Epoch 1960 | loss: nan | val_loss: nan | Time: 1715.64 ms
[2021-09-24 22:31:29	                main:574]	:	INFO	:	Epoch 1961 | loss: nan | val_loss: nan | Time: 1715.39 ms
[2021-09-24 22:31:30	                main:574]	:	INFO	:	Epoch 1962 | loss: nan | val_loss: nan | Time: 1711.74 ms
[2021-09-24 22:31:32	                main:574]	:	INFO	:	Epoch 1963 | loss: nan | val_loss: nan | Time: 1691.15 ms
[2021-09-24 22:31:34	                main:574]	:	INFO	:	Epoch 1964 | loss: nan | val_loss: nan | Time: 1694.26 ms
[2021-09-24 22:31:35	                main:574]	:	INFO	:	Epoch 1965 | loss: nan | val_loss: nan | Time: 1700.8 ms
[2021-09-24 22:31:37	                main:574]	:	INFO	:	Epoch 1966 | loss: nan | val_loss: nan | Time: 1709.27 ms
[2021-09-24 22:31:39	                main:574]	:	INFO	:	Epoch 1967 | loss: nan | val_loss: nan | Time: 1714.83 ms
[2021-09-24 22:31:41	                main:574]	:	INFO	:	Epoch 1968 | loss: nan | val_loss: nan | Time: 1721.67 ms
[2021-09-24 22:31:42	                main:574]	:	INFO	:	Epoch 1969 | loss: nan | val_loss: nan | Time: 1705.11 ms
[2021-09-24 22:31:44	                main:574]	:	INFO	:	Epoch 1970 | loss: nan | val_loss: nan | Time: 1727.05 ms
[2021-09-24 22:31:46	                main:574]	:	INFO	:	Epoch 1971 | loss: nan | val_loss: nan | Time: 1737.79 ms
[2021-09-24 22:31:48	                main:574]	:	INFO	:	Epoch 1972 | loss: nan | val_loss: nan | Time: 1724.06 ms
[2021-09-24 22:31:49	                main:574]	:	INFO	:	Epoch 1973 | loss: nan | val_loss: nan | Time: 1733.33 ms
[2021-09-24 22:31:51	                main:574]	:	INFO	:	Epoch 1974 | loss: nan | val_loss: nan | Time: 1715.59 ms
[2021-09-24 22:31:53	                main:574]	:	INFO	:	Epoch 1975 | loss: nan | val_loss: nan | Time: 1717.61 ms
[2021-09-24 22:31:55	                main:574]	:	INFO	:	Epoch 1976 | loss: nan | val_loss: nan | Time: 1726.29 ms
[2021-09-24 22:31:56	                main:574]	:	INFO	:	Epoch 1977 | loss: nan | val_loss: nan | Time: 1724.87 ms
[2021-09-24 22:31:58	                main:574]	:	INFO	:	Epoch 1978 | loss: nan | val_loss: nan | Time: 1697.92 ms
[2021-09-24 22:32:00	                main:574]	:	INFO	:	Epoch 1979 | loss: nan | val_loss: nan | Time: 1699.54 ms
[2021-09-24 22:32:01	                main:574]	:	INFO	:	Epoch 1980 | loss: nan | val_loss: nan | Time: 1694.65 ms
[2021-09-24 22:32:03	                main:574]	:	INFO	:	Epoch 1981 | loss: nan | val_loss: nan | Time: 1711.7 ms
[2021-09-24 22:32:05	                main:574]	:	INFO	:	Epoch 1982 | loss: nan | val_loss: nan | Time: 1709.4 ms
[2021-09-24 22:32:07	                main:574]	:	INFO	:	Epoch 1983 | loss: nan | val_loss: nan | Time: 1722.56 ms
[2021-09-24 22:32:08	                main:574]	:	INFO	:	Epoch 1984 | loss: nan | val_loss: nan | Time: 1727.67 ms
[2021-09-24 22:32:10	                main:574]	:	INFO	:	Epoch 1985 | loss: nan | val_loss: nan | Time: 1721.54 ms
[2021-09-24 22:32:12	                main:574]	:	INFO	:	Epoch 1986 | loss: nan | val_loss: nan | Time: 1715.97 ms
[2021-09-24 22:32:13	                main:574]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 1715.64 ms
[2021-09-24 22:32:15	                main:574]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 1731.81 ms
[2021-09-24 22:32:17	                main:574]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 1731.34 ms
[2021-09-24 22:32:19	                main:574]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 1720.46 ms
[2021-09-24 22:32:20	                main:574]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 1694.71 ms
[2021-09-24 22:32:22	                main:574]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 1688.05 ms
[2021-09-24 22:32:24	                main:574]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 1719.7 ms
[2021-09-24 22:32:26	                main:574]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 1727.37 ms
[2021-09-24 22:32:27	                main:574]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 1726.48 ms
[2021-09-24 22:32:29	                main:574]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 1723.14 ms
[2021-09-24 22:32:31	                main:574]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 1710.56 ms
[2021-09-24 22:32:32	                main:574]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 1698.84 ms
[2021-09-24 22:32:34	                main:574]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 1726.91 ms
[2021-09-24 22:32:36	                main:574]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 1757.51 ms
[2021-09-24 22:32:38	                main:574]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 1731.75 ms
[2021-09-24 22:32:39	                main:574]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 1729.11 ms
[2021-09-24 22:32:41	                main:574]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 1703.9 ms
[2021-09-24 22:32:43	                main:574]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 1696.24 ms
[2021-09-24 22:32:45	                main:574]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 1730.83 ms
[2021-09-24 22:32:46	                main:574]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 1721.81 ms
[2021-09-24 22:32:48	                main:574]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 1692.76 ms
[2021-09-24 22:32:50	                main:574]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 1698.26 ms
[2021-09-24 22:32:51	                main:574]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 1693.18 ms
[2021-09-24 22:32:53	                main:574]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 1716.39 ms
[2021-09-24 22:32:55	                main:574]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 1708.22 ms
[2021-09-24 22:32:57	                main:574]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 1694.63 ms
[2021-09-24 22:32:58	                main:574]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 1725.92 ms
[2021-09-24 22:33:00	                main:574]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 1731.26 ms
[2021-09-24 22:33:02	                main:574]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 1710.05 ms
[2021-09-24 22:33:04	                main:574]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 1713.13 ms
[2021-09-24 22:33:05	                main:574]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 1722.55 ms
[2021-09-24 22:33:07	                main:574]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 1704.58 ms
[2021-09-24 22:33:09	                main:574]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 1715.84 ms
[2021-09-24 22:33:10	                main:574]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 1705.34 ms
[2021-09-24 22:33:12	                main:574]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 1716.12 ms
[2021-09-24 22:33:14	                main:574]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 1719.77 ms
[2021-09-24 22:33:16	                main:574]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 1715.34 ms
[2021-09-24 22:33:17	                main:574]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 1703.33 ms
[2021-09-24 22:33:19	                main:574]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 1702.43 ms
[2021-09-24 22:33:21	                main:574]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 1700.3 ms
[2021-09-24 22:33:22	                main:574]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 1716.61 ms
[2021-09-24 22:33:24	                main:574]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 1732.24 ms
[2021-09-24 22:33:26	                main:574]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 1737.12 ms
[2021-09-24 22:33:28	                main:574]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 1706.31 ms
[2021-09-24 22:33:29	                main:574]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 1714.24 ms
[2021-09-24 22:33:31	                main:574]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 1720.9 ms
[2021-09-24 22:33:33	                main:574]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 1728.68 ms
[2021-09-24 22:33:35	                main:574]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 1724.3 ms
[2021-09-24 22:33:36	                main:574]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 1701.42 ms
[2021-09-24 22:33:38	                main:574]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 1699.69 ms
[2021-09-24 22:33:40	                main:574]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 1700.44 ms
[2021-09-24 22:33:41	                main:574]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 1725.23 ms
[2021-09-24 22:33:43	                main:574]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 1719.38 ms
[2021-09-24 22:33:45	                main:574]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 1728.06 ms
[2021-09-24 22:33:47	                main:574]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 1722.65 ms
[2021-09-24 22:33:48	                main:574]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 1725.03 ms
[2021-09-24 22:33:50	                main:574]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 1722.26 ms
[2021-09-24 22:33:52	                main:574]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 1722.47 ms
[2021-09-24 22:33:54	                main:574]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 1715.08 ms
[2021-09-24 22:33:55	                main:574]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 1718.24 ms
[2021-09-24 22:33:57	                main:574]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 1715.07 ms
[2021-09-24 22:33:59	                main:574]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 1698.55 ms
[2021-09-24 22:33:59	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2021-09-24 22:33:59	                main:603]	:	INFO	:	Saving end state to config to file
[2021-09-24 22:33:59	                main:608]	:	INFO	:	Success, exiting..
22:33:59 (6228): 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)