Task 9010643

Name ParityModified-1636180765-8413-1_1
Workunit 6245438
Created 17 Nov 2021, 20:36:47 UTC
Sent 17 Nov 2021, 21:02:33 UTC
Report deadline 24 Nov 2021, 21:02:33 UTC
Received 18 Nov 2021, 13:35:45 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 6950
Run time 1 hours 15 min 32 sec
CPU time 1 hours 14 min 47 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 5,116.42 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 2.08 GB
Peak swap size 4.31 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
12158 | Time: 2209.9 ms
[2021-11-18 14:16:09	                main:574]	:	INFO	:	Epoch 1524 | loss: 0.0312061 | val_loss: 0.0312133 | Time: 2188.03 ms
[2021-11-18 14:16:11	                main:574]	:	INFO	:	Epoch 1525 | loss: 0.0312041 | val_loss: 0.0312129 | Time: 2193.12 ms
[2021-11-18 14:16:13	                main:574]	:	INFO	:	Epoch 1526 | loss: 0.0312047 | val_loss: 0.0312142 | Time: 2191.85 ms
[2021-11-18 14:16:16	                main:574]	:	INFO	:	Epoch 1527 | loss: 0.0312046 | val_loss: 0.0312126 | Time: 2236.08 ms
[2021-11-18 14:16:18	                main:574]	:	INFO	:	Epoch 1528 | loss: 0.0312025 | val_loss: 0.0312157 | Time: 2202.93 ms
[2021-11-18 14:16:20	                main:574]	:	INFO	:	Epoch 1529 | loss: 0.0312033 | val_loss: 0.0312126 | Time: 2221.31 ms
[2021-11-18 14:16:22	                main:574]	:	INFO	:	Epoch 1530 | loss: 0.0312041 | val_loss: 0.0312163 | Time: 2211.7 ms
[2021-11-18 14:16:24	                main:574]	:	INFO	:	Epoch 1531 | loss: 0.0312033 | val_loss: 0.0312152 | Time: 2212.42 ms
[2021-11-18 14:16:27	                main:574]	:	INFO	:	Epoch 1532 | loss: 0.0312063 | val_loss: 0.0312193 | Time: 2223.76 ms
[2021-11-18 14:16:29	                main:574]	:	INFO	:	Epoch 1533 | loss: 0.0312059 | val_loss: 0.0312132 | Time: 2208.38 ms
[2021-11-18 14:16:31	                main:574]	:	INFO	:	Epoch 1534 | loss: 0.0312037 | val_loss: 0.0312123 | Time: 2209.62 ms
[2021-11-18 14:16:33	                main:574]	:	INFO	:	Epoch 1535 | loss: 0.0312035 | val_loss: 0.031213 | Time: 2253.9 ms
[2021-11-18 14:16:36	                main:574]	:	INFO	:	Epoch 1536 | loss: 0.0312029 | val_loss: 0.0312136 | Time: 2227.96 ms
[2021-11-18 14:16:38	                main:574]	:	INFO	:	Epoch 1537 | loss: 0.031207 | val_loss: 0.0312148 | Time: 2220.82 ms
[2021-11-18 14:16:40	                main:574]	:	INFO	:	Epoch 1538 | loss: 0.0312083 | val_loss: 0.0312143 | Time: 2206.62 ms
[2021-11-18 14:16:42	                main:574]	:	INFO	:	Epoch 1539 | loss: 0.0312085 | val_loss: 0.0312138 | Time: 2225.74 ms
[2021-11-18 14:16:44	                main:574]	:	INFO	:	Epoch 1540 | loss: 0.0312068 | val_loss: 0.0312165 | Time: 2188.77 ms
[2021-11-18 14:16:47	                main:574]	:	INFO	:	Epoch 1541 | loss: 0.0312058 | val_loss: 0.0312133 | Time: 2190.72 ms
[2021-11-18 14:16:49	                main:574]	:	INFO	:	Epoch 1542 | loss: 0.0312054 | val_loss: 0.0312145 | Time: 2188.61 ms
[2021-11-18 14:16:51	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.0312046 | val_loss: 0.0312143 | Time: 2236.94 ms
[2021-11-18 14:16:53	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.0312037 | val_loss: 0.0312161 | Time: 2212.82 ms
[2021-11-18 14:16:56	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.0312053 | val_loss: 0.0312178 | Time: 2227.98 ms
[2021-11-18 14:16:58	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.0312038 | val_loss: 0.031212 | Time: 2201.48 ms
[2021-11-18 14:17:00	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0312035 | val_loss: 0.0312141 | Time: 2242.79 ms
[2021-11-18 14:17:02	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0312043 | val_loss: 0.0312131 | Time: 2190.68 ms
[2021-11-18 14:17:04	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.031204 | val_loss: 0.0312156 | Time: 2228.97 ms
[2021-11-18 14:17:07	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.0312028 | val_loss: 0.0312139 | Time: 2197.92 ms
[2021-11-18 14:17:09	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0312022 | val_loss: 0.0312149 | Time: 2219.31 ms
[2021-11-18 14:17:11	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.031203 | val_loss: 0.0312153 | Time: 2206.34 ms
[2021-11-18 14:17:13	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0312039 | val_loss: 0.0312167 | Time: 2240.15 ms
[2021-11-18 14:17:15	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.0312041 | val_loss: 0.031213 | Time: 2212.24 ms
[2021-11-18 14:17:18	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0312042 | val_loss: 0.0312128 | Time: 2206.31 ms
[2021-11-18 14:17:20	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0312069 | val_loss: 0.0312195 | Time: 2184.45 ms
[2021-11-18 14:17:22	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0312059 | val_loss: 0.031213 | Time: 2197.11 ms
[2021-11-18 14:17:24	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0312048 | val_loss: 0.0312139 | Time: 2212.75 ms
[2021-11-18 14:17:27	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0312029 | val_loss: 0.0312142 | Time: 2207.74 ms
[2021-11-18 14:17:29	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0312055 | val_loss: 0.0312169 | Time: 2191.01 ms
[2021-11-18 14:17:31	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0312033 | val_loss: 0.0312139 | Time: 2219.98 ms
[2021-11-18 14:17:33	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0312015 | val_loss: 0.0312149 | Time: 2242.88 ms
[2021-11-18 14:17:35	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0312024 | val_loss: 0.0312136 | Time: 2193.92 ms
[2021-11-18 14:17:38	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.031202 | val_loss: 0.031213 | Time: 2216.77 ms
[2021-11-18 14:17:40	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.0312046 | val_loss: 0.031213 | Time: 2209.99 ms
[2021-11-18 14:17:42	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0312013 | val_loss: 0.031214 | Time: 2190.89 ms
[2021-11-18 14:17:44	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0312025 | val_loss: 0.0312155 | Time: 2216.24 ms
[2021-11-18 14:17:46	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0312027 | val_loss: 0.031213 | Time: 2225.14 ms
[2021-11-18 14:17:49	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0312035 | val_loss: 0.0312136 | Time: 2183.73 ms
[2021-11-18 14:17:51	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0312036 | val_loss: 0.0312127 | Time: 2210.3 ms
[2021-11-18 14:17:53	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0312024 | val_loss: 0.0312144 | Time: 2197.32 ms
[2021-11-18 14:17:55	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0312023 | val_loss: 0.0312139 | Time: 2195.84 ms
[2021-11-18 14:17:57	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0312032 | val_loss: 0.0312146 | Time: 2220.57 ms
[2021-11-18 14:18:00	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0312023 | val_loss: 0.0312122 | Time: 2214 ms
[2021-11-18 14:18:02	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0312022 | val_loss: 0.0312134 | Time: 2201.05 ms
[2021-11-18 14:18:04	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0312057 | val_loss: 0.0312148 | Time: 2224.97 ms
[2021-11-18 14:18:06	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0312063 | val_loss: 0.0312166 | Time: 2213.07 ms
[2021-11-18 14:18:09	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0312092 | val_loss: 0.0312145 | Time: 2209.58 ms
[2021-11-18 14:18:11	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0312063 | val_loss: 0.031223 | Time: 2207.05 ms
[2021-11-18 14:18:13	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0312116 | val_loss: 0.0312274 | Time: 2203.23 ms
[2021-11-18 14:18:15	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0312117 | val_loss: 0.0312183 | Time: 2219.72 ms
[2021-11-18 14:18:17	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0312078 | val_loss: 0.0312143 | Time: 2226.05 ms
[2021-11-18 14:18:20	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0312046 | val_loss: 0.031215 | Time: 2228.78 ms
[2021-11-18 14:18:22	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0312037 | val_loss: 0.0312128 | Time: 2238.8 ms
[2021-11-18 14:18:24	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0312043 | val_loss: 0.0312131 | Time: 2203.99 ms
[2021-11-18 14:18:26	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0312036 | val_loss: 0.031214 | Time: 2224.75 ms
[2021-11-18 14:18:29	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.031205 | val_loss: 0.0312138 | Time: 2203.32 ms
[2021-11-18 14:18:31	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.0312024 | val_loss: 0.0312164 | Time: 2207.78 ms
[2021-11-18 14:18:33	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0312034 | val_loss: 0.0312141 | Time: 2205.6 ms
[2021-11-18 14:18:35	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0312036 | val_loss: 0.031213 | Time: 2208.45 ms
[2021-11-18 14:18:37	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0312022 | val_loss: 0.0312173 | Time: 2229.63 ms
[2021-11-18 14:18:40	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0312043 | val_loss: 0.0312137 | Time: 2214.19 ms
[2021-11-18 14:18:42	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.0312035 | val_loss: 0.0312158 | Time: 2208.56 ms
[2021-11-18 14:18:44	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0312056 | val_loss: 0.0312143 | Time: 2208.96 ms
[2021-11-18 14:18:46	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0312028 | val_loss: 0.031216 | Time: 2228.5 ms
[2021-11-18 14:18:48	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0312042 | val_loss: 0.0312148 | Time: 2205.16 ms
[2021-11-18 14:18:51	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0312035 | val_loss: 0.0312134 | Time: 2221 ms
[2021-11-18 14:18:53	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.031204 | val_loss: 0.0312147 | Time: 2228.04 ms
[2021-11-18 14:18:55	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0312013 | val_loss: 0.031214 | Time: 2219.93 ms
[2021-11-18 14:18:57	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0312001 | val_loss: 0.0312151 | Time: 2189.9 ms
[2021-11-18 14:19:00	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0312007 | val_loss: 0.0312136 | Time: 2201.77 ms
[2021-11-18 14:19:02	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0312017 | val_loss: 0.0312168 | Time: 2171.65 ms
[2021-11-18 14:19:04	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0312025 | val_loss: 0.0312156 | Time: 2237.67 ms
[2021-11-18 14:19:06	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0312001 | val_loss: 0.0312163 | Time: 2190.49 ms
[2021-11-18 14:19:08	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0312019 | val_loss: 0.0312166 | Time: 2217.83 ms
[2021-11-18 14:19:11	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.0312016 | val_loss: 0.0312157 | Time: 2199.45 ms
[2021-11-18 14:19:13	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.0312009 | val_loss: 0.031214 | Time: 2207.07 ms
[2021-11-18 14:19:15	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0312017 | val_loss: 0.0312142 | Time: 2214.08 ms
[2021-11-18 14:19:17	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0312017 | val_loss: 0.0312147 | Time: 2188.7 ms
[2021-11-18 14:19:19	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0312022 | val_loss: 0.0312138 | Time: 2210.31 ms
[2021-11-18 14:19:22	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0312032 | val_loss: 0.0312155 | Time: 2215.8 ms
[2021-11-18 14:19:24	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.0312026 | val_loss: 0.0312176 | Time: 2186.35 ms
[2021-11-18 14:19:26	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0312069 | val_loss: 0.0312212 | Time: 2182.59 ms
[2021-11-18 14:19:28	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.0312049 | val_loss: 0.0312137 | Time: 2210.59 ms
[2021-11-18 14:19:30	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0312041 | val_loss: 0.0312152 | Time: 2189.33 ms
[2021-11-18 14:19:33	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0312061 | val_loss: 0.0312149 | Time: 2214.08 ms
[2021-11-18 14:19:35	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0312059 | val_loss: 0.0312134 | Time: 2195.09 ms
[2021-11-18 14:19:37	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0312023 | val_loss: 0.0312137 | Time: 2257.03 ms
[2021-11-18 14:19:39	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.0312029 | val_loss: 0.0312145 | Time: 2213.73 ms
[2021-11-18 14:19:42	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.0312033 | val_loss: 0.0312177 | Time: 2212.64 ms
[2021-11-18 14:19:44	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0312024 | val_loss: 0.0312135 | Time: 2173.69 ms
[2021-11-18 14:19:46	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.0312016 | val_loss: 0.0312136 | Time: 2212.79 ms
[2021-11-18 14:19:48	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0312009 | val_loss: 0.031213 | Time: 2201.13 ms
[2021-11-18 14:19:50	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0312012 | val_loss: 0.0312161 | Time: 2191.11 ms
[2021-11-18 14:19:53	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0312011 | val_loss: 0.0312155 | Time: 2226.02 ms
[2021-11-18 14:19:55	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.0312 | val_loss: 0.0312144 | Time: 2210.6 ms
[2021-11-18 14:19:57	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0312009 | val_loss: 0.0312127 | Time: 2185.05 ms
[2021-11-18 14:19:59	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.0312035 | val_loss: 0.0312197 | Time: 2189.41 ms
[2021-11-18 14:20:01	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0311997 | val_loss: 0.0312143 | Time: 2224.42 ms
[2021-11-18 14:20:04	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0311991 | val_loss: 0.0312141 | Time: 2199.86 ms
[2021-11-18 14:20:06	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0311997 | val_loss: 0.0312136 | Time: 2165.55 ms
[2021-11-18 14:20:08	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0312021 | val_loss: 0.0312174 | Time: 2212.08 ms
[2021-11-18 14:20:10	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.0312034 | val_loss: 0.031217 | Time: 2194.66 ms
[2021-11-18 14:20:12	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0312005 | val_loss: 0.0312133 | Time: 2191.83 ms
[2021-11-18 14:20:15	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0311994 | val_loss: 0.0312161 | Time: 2205.5 ms
[2021-11-18 14:20:17	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0312003 | val_loss: 0.0312152 | Time: 2205.18 ms
[2021-11-18 14:20:19	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0311994 | val_loss: 0.0312169 | Time: 2214.61 ms
[2021-11-18 14:20:21	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0311985 | val_loss: 0.0312165 | Time: 2191.15 ms
[2021-11-18 14:20:23	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0311993 | val_loss: 0.031217 | Time: 2194.68 ms
[2021-11-18 14:20:26	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0312 | val_loss: 0.0312153 | Time: 2210.52 ms
[2021-11-18 14:20:28	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0312006 | val_loss: 0.0312164 | Time: 2202.64 ms
[2021-11-18 14:20:30	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0312009 | val_loss: 0.0312141 | Time: 2203.78 ms
[2021-11-18 14:20:32	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.0311998 | val_loss: 0.0312153 | Time: 2177.11 ms
[2021-11-18 14:20:34	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0311991 | val_loss: 0.0312131 | Time: 2204.08 ms
[2021-11-18 14:20:37	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0312002 | val_loss: 0.0312162 | Time: 2194.88 ms
[2021-11-18 14:20:39	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0312008 | val_loss: 0.0312124 | Time: 2206.88 ms
[2021-11-18 14:20:41	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0311989 | val_loss: 0.0312168 | Time: 2234.05 ms
[2021-11-18 14:20:43	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0311995 | val_loss: 0.0312132 | Time: 2242.37 ms
[2021-11-18 14:20:45	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0311994 | val_loss: 0.0312132 | Time: 2199.96 ms
[2021-11-18 14:20:48	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.0311988 | val_loss: 0.0312142 | Time: 2199.68 ms
[2021-11-18 14:20:50	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0311994 | val_loss: 0.0312148 | Time: 2208.77 ms
[2021-11-18 14:20:52	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0312001 | val_loss: 0.0312193 | Time: 2204.5 ms
[2021-11-18 14:20:54	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0312024 | val_loss: 0.0312147 | Time: 2189.01 ms
[2021-11-18 14:20:57	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.0311989 | val_loss: 0.0312163 | Time: 2253.26 ms
[2021-11-18 14:20:59	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0311997 | val_loss: 0.0312144 | Time: 2176.99 ms
[2021-11-18 14:21:01	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.0311985 | val_loss: 0.0312143 | Time: 2200.35 ms
[2021-11-18 14:21:03	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0311986 | val_loss: 0.0312145 | Time: 2184.48 ms
[2021-11-18 14:21:05	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.031198 | val_loss: 0.0312199 | Time: 2204.29 ms
[2021-11-18 14:21:08	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0312007 | val_loss: 0.0312167 | Time: 2243.33 ms
[2021-11-18 14:21:10	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0311984 | val_loss: 0.0312143 | Time: 2221.08 ms
[2021-11-18 14:21:12	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0311985 | val_loss: 0.0312187 | Time: 2204.58 ms
[2021-11-18 14:21:14	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0311999 | val_loss: 0.0312152 | Time: 2204.77 ms
[2021-11-18 14:21:16	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0311991 | val_loss: 0.0312134 | Time: 2225.23 ms
[2021-11-18 14:21:19	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0311991 | val_loss: 0.0312152 | Time: 2186.04 ms
[2021-11-18 14:21:21	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0311977 | val_loss: 0.0312122 | Time: 2217.28 ms
[2021-11-18 14:21:23	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0311974 | val_loss: 0.0312133 | Time: 2209.67 ms
[2021-11-18 14:21:25	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0311998 | val_loss: 0.0312155 | Time: 2195.44 ms
[2021-11-18 14:21:27	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0312001 | val_loss: 0.0312133 | Time: 2181.29 ms
[2021-11-18 14:21:30	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0312071 | val_loss: 0.0312291 | Time: 2220.81 ms
[2021-11-18 14:21:32	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0312061 | val_loss: 0.0312175 | Time: 2172.36 ms
[2021-11-18 14:21:34	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0311995 | val_loss: 0.0312189 | Time: 2174.7 ms
[2021-11-18 14:21:36	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0312 | val_loss: 0.0312213 | Time: 2210.4 ms
[2021-11-18 14:21:38	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0312056 | val_loss: 0.0312244 | Time: 2210.48 ms
[2021-11-18 14:21:41	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0312032 | val_loss: 0.0312148 | Time: 2207.04 ms
[2021-11-18 14:21:43	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0312 | val_loss: 0.0312155 | Time: 2197.03 ms
[2021-11-18 14:21:45	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0311981 | val_loss: 0.0312157 | Time: 2226.22 ms
[2021-11-18 14:21:47	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.0311985 | val_loss: 0.0312167 | Time: 2225.99 ms
[2021-11-18 14:21:50	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0312043 | val_loss: 0.0312182 | Time: 2208.91 ms
[2021-11-18 14:21:52	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0312015 | val_loss: 0.0312153 | Time: 2192.22 ms
[2021-11-18 14:21:54	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0312031 | val_loss: 0.0312135 | Time: 2223.65 ms
[2021-11-18 14:21:56	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0312023 | val_loss: 0.0312171 | Time: 2182.07 ms
[2021-11-18 14:21:58	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0312019 | val_loss: 0.0312166 | Time: 2222.14 ms
[2021-11-18 14:22:01	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0311998 | val_loss: 0.0312135 | Time: 2189.95 ms
[2021-11-18 14:22:03	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0311996 | val_loss: 0.0312146 | Time: 2211.35 ms
[2021-11-18 14:22:05	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0312006 | val_loss: 0.0312143 | Time: 2206.61 ms
[2021-11-18 14:22:07	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0312011 | val_loss: 0.0312127 | Time: 2203.28 ms
[2021-11-18 14:22:09	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0312013 | val_loss: 0.0312148 | Time: 2211.9 ms
[2021-11-18 14:22:12	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0312013 | val_loss: 0.0312128 | Time: 2214.3 ms
[2021-11-18 14:22:14	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0312029 | val_loss: 0.0312148 | Time: 2182.02 ms
[2021-11-18 14:22:16	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0312012 | val_loss: 0.0312141 | Time: 2226.33 ms
[2021-11-18 14:22:18	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0311994 | val_loss: 0.0312129 | Time: 2215.09 ms
[2021-11-18 14:22:20	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0312008 | val_loss: 0.0312177 | Time: 2201.08 ms
[2021-11-18 14:22:23	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0312012 | val_loss: 0.0312126 | Time: 2214.52 ms
[2021-11-18 14:22:25	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0312026 | val_loss: 0.0312156 | Time: 2182.35 ms
[2021-11-18 14:22:27	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0312013 | val_loss: 0.0312152 | Time: 2232.09 ms
[2021-11-18 14:22:29	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.0312004 | val_loss: 0.0312212 | Time: 2217.09 ms
[2021-11-18 14:22:32	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.0311995 | val_loss: 0.0312138 | Time: 2209.86 ms
[2021-11-18 14:22:34	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.0312025 | val_loss: 0.0312247 | Time: 2199.21 ms
[2021-11-18 14:22:36	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.0312012 | val_loss: 0.0312172 | Time: 2234.79 ms
[2021-11-18 14:22:38	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.0312003 | val_loss: 0.0312168 | Time: 2196.71 ms
[2021-11-18 14:22:40	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.0311985 | val_loss: 0.0312143 | Time: 2212.2 ms
[2021-11-18 14:22:43	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0311989 | val_loss: 0.0312157 | Time: 2201.01 ms
[2021-11-18 14:22:45	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.0312005 | val_loss: 0.0312161 | Time: 2226.08 ms
[2021-11-18 14:22:47	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0312009 | val_loss: 0.0312139 | Time: 2224.9 ms
[2021-11-18 14:22:49	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0311993 | val_loss: 0.0312149 | Time: 2194.55 ms
[2021-11-18 14:22:51	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0312004 | val_loss: 0.0312178 | Time: 2222.48 ms
[2021-11-18 14:22:54	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0312021 | val_loss: 0.0312141 | Time: 2181.93 ms
[2021-11-18 14:22:56	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0312025 | val_loss: 0.0312149 | Time: 2211.79 ms
[2021-11-18 14:22:58	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.0312017 | val_loss: 0.0312164 | Time: 2232.59 ms
[2021-11-18 14:23:00	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0312011 | val_loss: 0.0312189 | Time: 2214.53 ms
[2021-11-18 14:23:03	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0312066 | val_loss: 0.0312139 | Time: 2215.68 ms
[2021-11-18 14:23:05	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.0312063 | val_loss: 0.0312146 | Time: 2243.59 ms
[2021-11-18 14:23:07	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.0312019 | val_loss: 0.0312131 | Time: 2181.21 ms
[2021-11-18 14:23:09	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.0312011 | val_loss: 0.0312139 | Time: 2230.37 ms
[2021-11-18 14:23:11	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0312022 | val_loss: 0.0312166 | Time: 2205.58 ms
[2021-11-18 14:23:14	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0311998 | val_loss: 0.0312135 | Time: 2220.01 ms
[2021-11-18 14:23:16	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.031202 | val_loss: 0.0312149 | Time: 2187.93 ms
[2021-11-18 14:23:18	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.0312013 | val_loss: 0.0312174 | Time: 2212 ms
[2021-11-18 14:23:20	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0312006 | val_loss: 0.0312138 | Time: 2208.32 ms
[2021-11-18 14:23:22	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0312008 | val_loss: 0.0312127 | Time: 2195.19 ms
[2021-11-18 14:23:25	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0311996 | val_loss: 0.0312173 | Time: 2200.08 ms
[2021-11-18 14:23:27	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0311997 | val_loss: 0.0312148 | Time: 2220.96 ms
[2021-11-18 14:23:29	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0312002 | val_loss: 0.0312152 | Time: 2214.28 ms
[2021-11-18 14:23:31	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.0311998 | val_loss: 0.0312147 | Time: 2205.29 ms
[2021-11-18 14:23:33	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0312007 | val_loss: 0.0312155 | Time: 2198.37 ms
[2021-11-18 14:23:36	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0312015 | val_loss: 0.0312164 | Time: 2220.35 ms
[2021-11-18 14:23:38	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.0312012 | val_loss: 0.0312125 | Time: 2212.2 ms
[2021-11-18 14:23:40	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0312044 | val_loss: 0.0312176 | Time: 2229.26 ms
[2021-11-18 14:23:42	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0312004 | val_loss: 0.0312137 | Time: 2204.88 ms
[2021-11-18 14:23:45	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0312042 | val_loss: 0.0312152 | Time: 2195.95 ms
[2021-11-18 14:23:47	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.0312121 | val_loss: 0.031237 | Time: 2223.89 ms
[2021-11-18 14:23:49	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.031224 | val_loss: 0.0312207 | Time: 2198.94 ms
[2021-11-18 14:23:51	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0312081 | val_loss: 0.0312141 | Time: 2200.22 ms
[2021-11-18 14:23:53	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.0312014 | val_loss: 0.0312156 | Time: 2192.59 ms
[2021-11-18 14:23:56	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0312037 | val_loss: 0.0312176 | Time: 2197.95 ms
[2021-11-18 14:23:58	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0312013 | val_loss: 0.0312129 | Time: 2215.23 ms
[2021-11-18 14:24:00	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0312021 | val_loss: 0.0312134 | Time: 2207.41 ms
[2021-11-18 14:24:02	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0312012 | val_loss: 0.031212 | Time: 2213.82 ms
[2021-11-18 14:24:04	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0312007 | val_loss: 0.0312103 | Time: 2194.94 ms
[2021-11-18 14:24:07	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.0312014 | val_loss: 0.0312122 | Time: 2223.91 ms
[2021-11-18 14:24:09	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.0312033 | val_loss: 0.0312126 | Time: 2193.35 ms
[2021-11-18 14:24:11	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0312019 | val_loss: 0.0312114 | Time: 2217.53 ms
[2021-11-18 14:24:13	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.0312017 | val_loss: 0.0312118 | Time: 2230.01 ms
[2021-11-18 14:24:16	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.0312003 | val_loss: 0.0312141 | Time: 2228.95 ms
[2021-11-18 14:24:18	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.0312024 | val_loss: 0.0312167 | Time: 2213.99 ms
[2021-11-18 14:24:20	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0312014 | val_loss: 0.0312186 | Time: 2209.58 ms
[2021-11-18 14:24:22	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0312041 | val_loss: 0.0312132 | Time: 2198.06 ms
[2021-11-18 14:24:24	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.0312028 | val_loss: 0.0312148 | Time: 2202.73 ms
[2021-11-18 14:24:27	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.0312005 | val_loss: 0.0312151 | Time: 2225.62 ms
[2021-11-18 14:24:29	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0311989 | val_loss: 0.0312135 | Time: 2176.28 ms
[2021-11-18 14:24:31	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.031199 | val_loss: 0.0312173 | Time: 2201.22 ms
[2021-11-18 14:24:33	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.0311991 | val_loss: 0.0312135 | Time: 2215.68 ms
[2021-11-18 14:24:35	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0311992 | val_loss: 0.0312139 | Time: 2214.27 ms
[2021-11-18 14:24:38	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.0311983 | val_loss: 0.031216 | Time: 2222.84 ms
[2021-11-18 14:24:40	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.031197 | val_loss: 0.0312143 | Time: 2194.88 ms
[2021-11-18 14:24:42	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.0311975 | val_loss: 0.0312169 | Time: 2238.53 ms
[2021-11-18 14:24:44	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.0311993 | val_loss: 0.0312139 | Time: 2218.21 ms
[2021-11-18 14:24:47	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.0311984 | val_loss: 0.0312157 | Time: 2198.86 ms
[2021-11-18 14:24:49	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0311972 | val_loss: 0.0312139 | Time: 2200.54 ms
[2021-11-18 14:24:51	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0311983 | val_loss: 0.031219 | Time: 2211.46 ms
[2021-11-18 14:24:53	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0312114 | val_loss: 0.0312187 | Time: 2206.71 ms
[2021-11-18 14:24:55	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.0312091 | val_loss: 0.0312135 | Time: 2191.43 ms
[2021-11-18 14:24:58	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.0312082 | val_loss: 0.031215 | Time: 2222.16 ms
[2021-11-18 14:25:00	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.0312068 | val_loss: 0.0312139 | Time: 2223.62 ms
[2021-11-18 14:25:02	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.0312069 | val_loss: 0.0312169 | Time: 2227.03 ms
[2021-11-18 14:25:04	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0312043 | val_loss: 0.0312132 | Time: 2206.15 ms
[2021-11-18 14:25:06	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0312029 | val_loss: 0.0312134 | Time: 2226.81 ms
[2021-11-18 14:25:09	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0312028 | val_loss: 0.0312148 | Time: 2202.81 ms
[2021-11-18 14:25:11	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0312066 | val_loss: 0.0312158 | Time: 2220.38 ms
[2021-11-18 14:25:13	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.0312091 | val_loss: 0.0312192 | Time: 2207.83 ms
[2021-11-18 14:25:15	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0312077 | val_loss: 0.0312164 | Time: 2226 ms
[2021-11-18 14:25:18	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0312046 | val_loss: 0.0312137 | Time: 2212.15 ms
[2021-11-18 14:25:20	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.0312031 | val_loss: 0.0312133 | Time: 2203.86 ms
[2021-11-18 14:25:22	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.0312037 | val_loss: 0.0312139 | Time: 2197.91 ms
[2021-11-18 14:25:24	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0312049 | val_loss: 0.0312144 | Time: 2240.57 ms
[2021-11-18 14:25:26	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.0312035 | val_loss: 0.0312107 | Time: 2192.13 ms
[2021-11-18 14:25:29	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0312019 | val_loss: 0.0312129 | Time: 2195.26 ms
[2021-11-18 14:25:31	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0312008 | val_loss: 0.0312133 | Time: 2197.31 ms
[2021-11-18 14:25:33	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0312014 | val_loss: 0.0312138 | Time: 2226.15 ms
[2021-11-18 14:25:35	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0312012 | val_loss: 0.0312113 | Time: 2206.46 ms
[2021-11-18 14:25:37	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.0312004 | val_loss: 0.0312124 | Time: 2211.92 ms
[2021-11-18 14:25:40	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.0312009 | val_loss: 0.0312144 | Time: 2199.76 ms
[2021-11-18 14:25:42	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0312047 | val_loss: 0.0312326 | Time: 2221.48 ms
[2021-11-18 14:25:44	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0312039 | val_loss: 0.0312149 | Time: 2229.65 ms
[2021-11-18 14:25:46	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.0312005 | val_loss: 0.0312122 | Time: 2212.91 ms
[2021-11-18 14:25:49	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0312 | val_loss: 0.0312126 | Time: 2224.49 ms
[2021-11-18 14:25:51	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.0312011 | val_loss: 0.0312157 | Time: 2241.16 ms
[2021-11-18 14:25:53	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.0312002 | val_loss: 0.0312132 | Time: 2177.3 ms
[2021-11-18 14:25:55	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0312026 | val_loss: 0.0312138 | Time: 2178.74 ms
[2021-11-18 14:25:57	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0312018 | val_loss: 0.0312149 | Time: 2206.94 ms
[2021-11-18 14:26:00	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.0312009 | val_loss: 0.0312212 | Time: 2203.8 ms
[2021-11-18 14:26:02	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.0312014 | val_loss: 0.0312135 | Time: 2227.65 ms
[2021-11-18 14:26:04	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0311984 | val_loss: 0.0312117 | Time: 2235.07 ms
[2021-11-18 14:26:06	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.0311996 | val_loss: 0.0312143 | Time: 2222.07 ms
[2021-11-18 14:26:08	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0312008 | val_loss: 0.031213 | Time: 2203.03 ms
[2021-11-18 14:26:11	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0312025 | val_loss: 0.0312106 | Time: 2199.8 ms
[2021-11-18 14:26:13	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.0312021 | val_loss: 0.0312145 | Time: 2212.48 ms
[2021-11-18 14:26:15	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.031201 | val_loss: 0.0312116 | Time: 2228.81 ms
[2021-11-18 14:26:17	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0312026 | val_loss: 0.0312136 | Time: 2189.51 ms
[2021-11-18 14:26:20	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0312029 | val_loss: 0.0312123 | Time: 2194.7 ms
[2021-11-18 14:26:22	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0312013 | val_loss: 0.0312106 | Time: 2217.49 ms
[2021-11-18 14:26:24	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.0312006 | val_loss: 0.0312131 | Time: 2212.09 ms
[2021-11-18 14:26:26	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.0312017 | val_loss: 0.0312117 | Time: 2180.68 ms
[2021-11-18 14:26:28	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.031199 | val_loss: 0.0312144 | Time: 2206.67 ms
[2021-11-18 14:26:31	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.0311997 | val_loss: 0.0312146 | Time: 2239.54 ms
[2021-11-18 14:26:33	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.0311985 | val_loss: 0.0312137 | Time: 2178.15 ms
[2021-11-18 14:26:35	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.0311985 | val_loss: 0.0312125 | Time: 2190.19 ms
[2021-11-18 14:26:37	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0311978 | val_loss: 0.031214 | Time: 2202.45 ms
[2021-11-18 14:26:39	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.0312 | val_loss: 0.0312144 | Time: 2242.63 ms
[2021-11-18 14:26:42	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.0311997 | val_loss: 0.0312138 | Time: 2199.42 ms
[2021-11-18 14:26:44	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0311984 | val_loss: 0.0312152 | Time: 2207.66 ms
[2021-11-18 14:26:46	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.0311997 | val_loss: 0.031212 | Time: 2193.43 ms
[2021-11-18 14:26:48	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.0312024 | val_loss: 0.031213 | Time: 2217.19 ms
[2021-11-18 14:26:50	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0311992 | val_loss: 0.0312138 | Time: 2202.59 ms
[2021-11-18 14:26:53	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.0311974 | val_loss: 0.0312123 | Time: 2179.43 ms
[2021-11-18 14:26:55	                main:574]	:	INFO	:	Epoch 1816 | loss: 0.0311985 | val_loss: 0.0312162 | Time: 2225.32 ms
[2021-11-18 14:26:57	                main:574]	:	INFO	:	Epoch 1817 | loss: 0.0311992 | val_loss: 0.0312125 | Time: 2208.91 ms
[2021-11-18 14:26:59	                main:574]	:	INFO	:	Epoch 1818 | loss: 0.0311999 | val_loss: 0.031213 | Time: 2244.12 ms
[2021-11-18 14:27:02	                main:574]	:	INFO	:	Epoch 1819 | loss: 0.0312016 | val_loss: 0.0312125 | Time: 2199.78 ms
[2021-11-18 14:27:04	                main:574]	:	INFO	:	Epoch 1820 | loss: 0.0312017 | val_loss: 0.0312112 | Time: 2226.57 ms
[2021-11-18 14:27:06	                main:574]	:	INFO	:	Epoch 1821 | loss: 0.0312018 | val_loss: 0.03121 | Time: 2202.43 ms
[2021-11-18 14:27:08	                main:574]	:	INFO	:	Epoch 1822 | loss: 0.0312006 | val_loss: 0.0312102 | Time: 2180.74 ms
[2021-11-18 14:27:10	                main:574]	:	INFO	:	Epoch 1823 | loss: 0.0312003 | val_loss: 0.0312121 | Time: 2231.48 ms
[2021-11-18 14:27:13	                main:574]	:	INFO	:	Epoch 1824 | loss: 0.0312024 | val_loss: 0.0312101 | Time: 2223.34 ms
[2021-11-18 14:27:15	                main:574]	:	INFO	:	Epoch 1825 | loss: 0.0312015 | val_loss: 0.031222 | Time: 2196.98 ms
[2021-11-18 14:27:17	                main:574]	:	INFO	:	Epoch 1826 | loss: 0.031206 | val_loss: 0.0312121 | Time: 2196.38 ms
[2021-11-18 14:27:19	                main:574]	:	INFO	:	Epoch 1827 | loss: 0.0312 | val_loss: 0.0312105 | Time: 2205.28 ms
[2021-11-18 14:27:21	                main:574]	:	INFO	:	Epoch 1828 | loss: 0.0311997 | val_loss: 0.0312165 | Time: 2227.39 ms
[2021-11-18 14:27:24	                main:574]	:	INFO	:	Epoch 1829 | loss: 0.0312078 | val_loss: 0.0312107 | Time: 2166.71 ms
[2021-11-18 14:27:26	                main:574]	:	INFO	:	Epoch 1830 | loss: 0.0312063 | val_loss: 0.0312103 | Time: 2200.88 ms
[2021-11-18 14:27:28	                main:574]	:	INFO	:	Epoch 1831 | loss: 0.0312015 | val_loss: 0.0312079 | Time: 2212.7 ms
[2021-11-18 14:27:30	                main:574]	:	INFO	:	Epoch 1832 | loss: 0.0312006 | val_loss: 0.0312082 | Time: 2195.52 ms
[2021-11-18 14:27:32	                main:574]	:	INFO	:	Epoch 1833 | loss: 0.0312013 | val_loss: 0.0312103 | Time: 2206.13 ms
[2021-11-18 14:27:35	                main:574]	:	INFO	:	Epoch 1834 | loss: 0.0312002 | val_loss: 0.0312127 | Time: 2213.06 ms
[2021-11-18 14:27:37	                main:574]	:	INFO	:	Epoch 1835 | loss: 0.0312002 | val_loss: 0.0312121 | Time: 2195.78 ms
[2021-11-18 14:27:39	                main:574]	:	INFO	:	Epoch 1836 | loss: 0.0311986 | val_loss: 0.0312116 | Time: 2184.5 ms
[2021-11-18 14:27:41	                main:574]	:	INFO	:	Epoch 1837 | loss: 0.0311974 | val_loss: 0.0312103 | Time: 2172.45 ms
[2021-11-18 14:27:43	                main:574]	:	INFO	:	Epoch 1838 | loss: 0.0311981 | val_loss: 0.0312109 | Time: 2191.79 ms
[2021-11-18 14:27:46	                main:574]	:	INFO	:	Epoch 1839 | loss: 0.0311984 | val_loss: 0.0312093 | Time: 2236.09 ms
[2021-11-18 14:27:48	                main:574]	:	INFO	:	Epoch 1840 | loss: 0.0311986 | val_loss: 0.031209 | Time: 2185.73 ms
[2021-11-18 14:27:50	                main:574]	:	INFO	:	Epoch 1841 | loss: 0.0311991 | val_loss: 0.0312093 | Time: 2198.7 ms
[2021-11-18 14:27:52	                main:574]	:	INFO	:	Epoch 1842 | loss: 0.0311971 | val_loss: 0.0312083 | Time: 2220.53 ms
[2021-11-18 14:27:54	                main:574]	:	INFO	:	Epoch 1843 | loss: 0.0311976 | val_loss: 0.0312097 | Time: 2205.01 ms
[2021-11-18 14:27:57	                main:574]	:	INFO	:	Epoch 1844 | loss: 0.0311971 | val_loss: 0.0312101 | Time: 2191.55 ms
[2021-11-18 14:27:59	                main:574]	:	INFO	:	Epoch 1845 | loss: 0.0311967 | val_loss: 0.0312097 | Time: 2183.42 ms
[2021-11-18 14:28:01	                main:574]	:	INFO	:	Epoch 1846 | loss: 0.0311988 | val_loss: 0.0312113 | Time: 2235.02 ms
[2021-11-18 14:28:03	                main:574]	:	INFO	:	Epoch 1847 | loss: 0.0312022 | val_loss: 0.0312252 | Time: 2201.62 ms
[2021-11-18 14:28:05	                main:574]	:	INFO	:	Epoch 1848 | loss: 0.0312104 | val_loss: 0.0312465 | Time: 2212.41 ms
[2021-11-18 14:28:08	                main:574]	:	INFO	:	Epoch 1849 | loss: 0.0313223 | val_loss: 0.0328948 | Time: 2178.69 ms
[2021-11-18 14:28:10	                main:574]	:	INFO	:	Epoch 1850 | loss: 0.033457 | val_loss: 0.0321488 | Time: 2198.14 ms
[2021-11-18 14:28:12	                main:574]	:	INFO	:	Epoch 1851 | loss: nan | val_loss: nan | Time: 2202.96 ms
[2021-11-18 14:28:14	                main:574]	:	INFO	:	Epoch 1852 | loss: nan | val_loss: nan | Time: 2190.29 ms
[2021-11-18 14:28:16	                main:574]	:	INFO	:	Epoch 1853 | loss: nan | val_loss: nan | Time: 2208.2 ms
[2021-11-18 14:28:19	                main:574]	:	INFO	:	Epoch 1854 | loss: nan | val_loss: nan | Time: 2230.53 ms
[2021-11-18 14:28:21	                main:574]	:	INFO	:	Epoch 1855 | loss: nan | val_loss: nan | Time: 2206.34 ms
[2021-11-18 14:28:23	                main:574]	:	INFO	:	Epoch 1856 | loss: nan | val_loss: nan | Time: 2198.5 ms
[2021-11-18 14:28:25	                main:574]	:	INFO	:	Epoch 1857 | loss: nan | val_loss: nan | Time: 2224.3 ms
[2021-11-18 14:28:28	                main:574]	:	INFO	:	Epoch 1858 | loss: nan | val_loss: nan | Time: 2211.02 ms
[2021-11-18 14:28:30	                main:574]	:	INFO	:	Epoch 1859 | loss: nan | val_loss: nan | Time: 2203.76 ms
[2021-11-18 14:28:32	                main:574]	:	INFO	:	Epoch 1860 | loss: nan | val_loss: nan | Time: 2180.11 ms
[2021-11-18 14:28:34	                main:574]	:	INFO	:	Epoch 1861 | loss: nan | val_loss: nan | Time: 2203.69 ms
[2021-11-18 14:28:36	                main:574]	:	INFO	:	Epoch 1862 | loss: nan | val_loss: nan | Time: 2226.28 ms
[2021-11-18 14:28:39	                main:574]	:	INFO	:	Epoch 1863 | loss: nan | val_loss: nan | Time: 2208.11 ms
[2021-11-18 14:28:41	                main:574]	:	INFO	:	Epoch 1864 | loss: nan | val_loss: nan | Time: 2192.19 ms
[2021-11-18 14:28:43	                main:574]	:	INFO	:	Epoch 1865 | loss: nan | val_loss: nan | Time: 2200.2 ms
[2021-11-18 14:28:45	                main:574]	:	INFO	:	Epoch 1866 | loss: nan | val_loss: nan | Time: 2233.2 ms
[2021-11-18 14:28:47	                main:574]	:	INFO	:	Epoch 1867 | loss: nan | val_loss: nan | Time: 2201.95 ms
[2021-11-18 14:28:50	                main:574]	:	INFO	:	Epoch 1868 | loss: nan | val_loss: nan | Time: 2216.22 ms
[2021-11-18 14:28:52	                main:574]	:	INFO	:	Epoch 1869 | loss: nan | val_loss: nan | Time: 2214.68 ms
[2021-11-18 14:28:54	                main:574]	:	INFO	:	Epoch 1870 | loss: nan | val_loss: nan | Time: 2216.52 ms
[2021-11-18 14:28:56	                main:574]	:	INFO	:	Epoch 1871 | loss: nan | val_loss: nan | Time: 2205.41 ms
[2021-11-18 14:28:59	                main:574]	:	INFO	:	Epoch 1872 | loss: nan | val_loss: nan | Time: 2213.26 ms
[2021-11-18 14:29:01	                main:574]	:	INFO	:	Epoch 1873 | loss: nan | val_loss: nan | Time: 2215.52 ms
[2021-11-18 14:29:03	                main:574]	:	INFO	:	Epoch 1874 | loss: nan | val_loss: nan | Time: 2183.55 ms
[2021-11-18 14:29:05	                main:574]	:	INFO	:	Epoch 1875 | loss: nan | val_loss: nan | Time: 2191.78 ms
[2021-11-18 14:29:07	                main:574]	:	INFO	:	Epoch 1876 | loss: nan | val_loss: nan | Time: 2216.65 ms
[2021-11-18 14:29:10	                main:574]	:	INFO	:	Epoch 1877 | loss: nan | val_loss: nan | Time: 2230.11 ms
[2021-11-18 14:29:12	                main:574]	:	INFO	:	Epoch 1878 | loss: nan | val_loss: nan | Time: 2195.92 ms
[2021-11-18 14:29:14	                main:574]	:	INFO	:	Epoch 1879 | loss: nan | val_loss: nan | Time: 2199.07 ms
[2021-11-18 14:29:16	                main:574]	:	INFO	:	Epoch 1880 | loss: nan | val_loss: nan | Time: 2217.91 ms
[2021-11-18 14:29:18	                main:574]	:	INFO	:	Epoch 1881 | loss: nan | val_loss: nan | Time: 2223.68 ms
[2021-11-18 14:29:21	                main:574]	:	INFO	:	Epoch 1882 | loss: nan | val_loss: nan | Time: 2198.86 ms
[2021-11-18 14:29:23	                main:574]	:	INFO	:	Epoch 1883 | loss: nan | val_loss: nan | Time: 2199.55 ms
[2021-11-18 14:29:25	                main:574]	:	INFO	:	Epoch 1884 | loss: nan | val_loss: nan | Time: 2233.21 ms
[2021-11-18 14:29:27	                main:574]	:	INFO	:	Epoch 1885 | loss: nan | val_loss: nan | Time: 2216.53 ms
[2021-11-18 14:29:29	                main:574]	:	INFO	:	Epoch 1886 | loss: nan | val_loss: nan | Time: 2188.94 ms
[2021-11-18 14:29:32	                main:574]	:	INFO	:	Epoch 1887 | loss: nan | val_loss: nan | Time: 2190.53 ms
[2021-11-18 14:29:34	                main:574]	:	INFO	:	Epoch 1888 | loss: nan | val_loss: nan | Time: 2219.17 ms
[2021-11-18 14:29:36	                main:574]	:	INFO	:	Epoch 1889 | loss: nan | val_loss: nan | Time: 2210.67 ms
[2021-11-18 14:29:38	                main:574]	:	INFO	:	Epoch 1890 | loss: nan | val_loss: nan | Time: 2192.56 ms
[2021-11-18 14:29:41	                main:574]	:	INFO	:	Epoch 1891 | loss: nan | val_loss: nan | Time: 2227.71 ms
[2021-11-18 14:29:43	                main:574]	:	INFO	:	Epoch 1892 | loss: nan | val_loss: nan | Time: 2203.03 ms
[2021-11-18 14:29:45	                main:574]	:	INFO	:	Epoch 1893 | loss: nan | val_loss: nan | Time: 2175.89 ms
[2021-11-18 14:29:47	                main:574]	:	INFO	:	Epoch 1894 | loss: nan | val_loss: nan | Time: 2204.59 ms
[2021-11-18 14:29:49	                main:574]	:	INFO	:	Epoch 1895 | loss: nan | val_loss: nan | Time: 2210.61 ms
[2021-11-18 14:29:52	                main:574]	:	INFO	:	Epoch 1896 | loss: nan | val_loss: nan | Time: 2206.36 ms
[2021-11-18 14:29:54	                main:574]	:	INFO	:	Epoch 1897 | loss: nan | val_loss: nan | Time: 2190.92 ms
[2021-11-18 14:29:56	                main:574]	:	INFO	:	Epoch 1898 | loss: nan | val_loss: nan | Time: 2188.37 ms
[2021-11-18 14:29:58	                main:574]	:	INFO	:	Epoch 1899 | loss: nan | val_loss: nan | Time: 2198.34 ms
[2021-11-18 14:30:00	                main:574]	:	INFO	:	Epoch 1900 | loss: nan | val_loss: nan | Time: 2213.37 ms
[2021-11-18 14:30:03	                main:574]	:	INFO	:	Epoch 1901 | loss: nan | val_loss: nan | Time: 2185.54 ms
[2021-11-18 14:30:05	                main:574]	:	INFO	:	Epoch 1902 | loss: nan | val_loss: nan | Time: 2207.55 ms
[2021-11-18 14:30:07	                main:574]	:	INFO	:	Epoch 1903 | loss: nan | val_loss: nan | Time: 2229.72 ms
[2021-11-18 14:30:09	                main:574]	:	INFO	:	Epoch 1904 | loss: nan | val_loss: nan | Time: 2218.54 ms
[2021-11-18 14:30:11	                main:574]	:	INFO	:	Epoch 1905 | loss: nan | val_loss: nan | Time: 2196.3 ms
[2021-11-18 14:30:14	                main:574]	:	INFO	:	Epoch 1906 | loss: nan | val_loss: nan | Time: 2211.31 ms
[2021-11-18 14:30:16	                main:574]	:	INFO	:	Epoch 1907 | loss: nan | val_loss: nan | Time: 2199.57 ms
[2021-11-18 14:30:18	                main:574]	:	INFO	:	Epoch 1908 | loss: nan | val_loss: nan | Time: 2189.99 ms
[2021-11-18 14:30:20	                main:574]	:	INFO	:	Epoch 1909 | loss: nan | val_loss: nan | Time: 2463.03 ms
[2021-11-18 14:30:23	                main:574]	:	INFO	:	Epoch 1910 | loss: nan | val_loss: nan | Time: 2252.2 ms
[2021-11-18 14:30:25	                main:574]	:	INFO	:	Epoch 1911 | loss: nan | val_loss: nan | Time: 2195.23 ms
[2021-11-18 14:30:27	                main:574]	:	INFO	:	Epoch 1912 | loss: nan | val_loss: nan | Time: 2222.83 ms
[2021-11-18 14:30:29	                main:574]	:	INFO	:	Epoch 1913 | loss: nan | val_loss: nan | Time: 2247.4 ms
[2021-11-18 14:30:32	                main:574]	:	INFO	:	Epoch 1914 | loss: nan | val_loss: nan | Time: 2223.11 ms
[2021-11-18 14:30:34	                main:574]	:	INFO	:	Epoch 1915 | loss: nan | val_loss: nan | Time: 2205.01 ms
[2021-11-18 14:30:36	                main:574]	:	INFO	:	Epoch 1916 | loss: nan | val_loss: nan | Time: 2221.63 ms
[2021-11-18 14:30:38	                main:574]	:	INFO	:	Epoch 1917 | loss: nan | val_loss: nan | Time: 2259.57 ms
[2021-11-18 14:30:41	                main:574]	:	INFO	:	Epoch 1918 | loss: nan | val_loss: nan | Time: 2349.54 ms
[2021-11-18 14:30:43	                main:574]	:	INFO	:	Epoch 1919 | loss: nan | val_loss: nan | Time: 2277.03 ms
[2021-11-18 14:30:45	                main:574]	:	INFO	:	Epoch 1920 | loss: nan | val_loss: nan | Time: 2222.45 ms
[2021-11-18 14:30:48	                main:574]	:	INFO	:	Epoch 1921 | loss: nan | val_loss: nan | Time: 2302.46 ms
[2021-11-18 14:30:50	                main:574]	:	INFO	:	Epoch 1922 | loss: nan | val_loss: nan | Time: 2181.62 ms
[2021-11-18 14:30:52	                main:574]	:	INFO	:	Epoch 1923 | loss: nan | val_loss: nan | Time: 2207.86 ms
[2021-11-18 14:30:54	                main:574]	:	INFO	:	Epoch 1924 | loss: nan | val_loss: nan | Time: 2230.66 ms
[2021-11-18 14:30:56	                main:574]	:	INFO	:	Epoch 1925 | loss: nan | val_loss: nan | Time: 2239.87 ms
[2021-11-18 14:30:59	                main:574]	:	INFO	:	Epoch 1926 | loss: nan | val_loss: nan | Time: 2222.91 ms
[2021-11-18 14:31:01	                main:574]	:	INFO	:	Epoch 1927 | loss: nan | val_loss: nan | Time: 2221.07 ms
[2021-11-18 14:31:03	                main:574]	:	INFO	:	Epoch 1928 | loss: nan | val_loss: nan | Time: 2208.86 ms
[2021-11-18 14:31:05	                main:574]	:	INFO	:	Epoch 1929 | loss: nan | val_loss: nan | Time: 2216.65 ms
[2021-11-18 14:31:07	                main:574]	:	INFO	:	Epoch 1930 | loss: nan | val_loss: nan | Time: 2183.38 ms
[2021-11-18 14:31:10	                main:574]	:	INFO	:	Epoch 1931 | loss: nan | val_loss: nan | Time: 2166.52 ms
[2021-11-18 14:31:12	                main:574]	:	INFO	:	Epoch 1932 | loss: nan | val_loss: nan | Time: 2206.17 ms
[2021-11-18 14:31:14	                main:574]	:	INFO	:	Epoch 1933 | loss: nan | val_loss: nan | Time: 2219.35 ms
[2021-11-18 14:31:16	                main:574]	:	INFO	:	Epoch 1934 | loss: nan | val_loss: nan | Time: 2190.1 ms
[2021-11-18 14:31:18	                main:574]	:	INFO	:	Epoch 1935 | loss: nan | val_loss: nan | Time: 2205.68 ms
[2021-11-18 14:31:21	                main:574]	:	INFO	:	Epoch 1936 | loss: nan | val_loss: nan | Time: 2192.58 ms
[2021-11-18 14:31:23	                main:574]	:	INFO	:	Epoch 1937 | loss: nan | val_loss: nan | Time: 2188.96 ms
[2021-11-18 14:31:25	                main:574]	:	INFO	:	Epoch 1938 | loss: nan | val_loss: nan | Time: 2176.87 ms
[2021-11-18 14:31:27	                main:574]	:	INFO	:	Epoch 1939 | loss: nan | val_loss: nan | Time: 2172.47 ms
[2021-11-18 14:31:29	                main:574]	:	INFO	:	Epoch 1940 | loss: nan | val_loss: nan | Time: 2184 ms
[2021-11-18 14:31:32	                main:574]	:	INFO	:	Epoch 1941 | loss: nan | val_loss: nan | Time: 2177.71 ms
[2021-11-18 14:31:34	                main:574]	:	INFO	:	Epoch 1942 | loss: nan | val_loss: nan | Time: 2162.17 ms
[2021-11-18 14:31:36	                main:574]	:	INFO	:	Epoch 1943 | loss: nan | val_loss: nan | Time: 2185.69 ms
[2021-11-18 14:31:38	                main:574]	:	INFO	:	Epoch 1944 | loss: nan | val_loss: nan | Time: 2206.66 ms
[2021-11-18 14:31:40	                main:574]	:	INFO	:	Epoch 1945 | loss: nan | val_loss: nan | Time: 2208.56 ms
[2021-11-18 14:31:43	                main:574]	:	INFO	:	Epoch 1946 | loss: nan | val_loss: nan | Time: 2178.59 ms
[2021-11-18 14:31:45	                main:574]	:	INFO	:	Epoch 1947 | loss: nan | val_loss: nan | Time: 2205.48 ms
[2021-11-18 14:31:47	                main:574]	:	INFO	:	Epoch 1948 | loss: nan | val_loss: nan | Time: 2187.98 ms
[2021-11-18 14:31:49	                main:574]	:	INFO	:	Epoch 1949 | loss: nan | val_loss: nan | Time: 2187.84 ms
[2021-11-18 14:31:51	                main:574]	:	INFO	:	Epoch 1950 | loss: nan | val_loss: nan | Time: 2167.92 ms
[2021-11-18 14:31:53	                main:574]	:	INFO	:	Epoch 1951 | loss: nan | val_loss: nan | Time: 2185.44 ms
[2021-11-18 14:31:56	                main:574]	:	INFO	:	Epoch 1952 | loss: nan | val_loss: nan | Time: 2176.02 ms
[2021-11-18 14:31:58	                main:574]	:	INFO	:	Epoch 1953 | loss: nan | val_loss: nan | Time: 2188.82 ms
[2021-11-18 14:32:00	                main:574]	:	INFO	:	Epoch 1954 | loss: nan | val_loss: nan | Time: 2173.78 ms
[2021-11-18 14:32:02	                main:574]	:	INFO	:	Epoch 1955 | loss: nan | val_loss: nan | Time: 2226.45 ms
[2021-11-18 14:32:04	                main:574]	:	INFO	:	Epoch 1956 | loss: nan | val_loss: nan | Time: 2173.63 ms
[2021-11-18 14:32:07	                main:574]	:	INFO	:	Epoch 1957 | loss: nan | val_loss: nan | Time: 2181.24 ms
[2021-11-18 14:32:09	                main:574]	:	INFO	:	Epoch 1958 | loss: nan | val_loss: nan | Time: 2206.55 ms
[2021-11-18 14:32:11	                main:574]	:	INFO	:	Epoch 1959 | loss: nan | val_loss: nan | Time: 2193.94 ms
[2021-11-18 14:32:13	                main:574]	:	INFO	:	Epoch 1960 | loss: nan | val_loss: nan | Time: 2193.89 ms
[2021-11-18 14:32:15	                main:574]	:	INFO	:	Epoch 1961 | loss: nan | val_loss: nan | Time: 2182.82 ms
[2021-11-18 14:32:18	                main:574]	:	INFO	:	Epoch 1962 | loss: nan | val_loss: nan | Time: 2200.49 ms
[2021-11-18 14:32:20	                main:574]	:	INFO	:	Epoch 1963 | loss: nan | val_loss: nan | Time: 2201.55 ms
[2021-11-18 14:32:22	                main:574]	:	INFO	:	Epoch 1964 | loss: nan | val_loss: nan | Time: 2223.4 ms
[2021-11-18 14:32:24	                main:574]	:	INFO	:	Epoch 1965 | loss: nan | val_loss: nan | Time: 2200.02 ms
[2021-11-18 14:32:26	                main:574]	:	INFO	:	Epoch 1966 | loss: nan | val_loss: nan | Time: 2219.08 ms
[2021-11-18 14:32:29	                main:574]	:	INFO	:	Epoch 1967 | loss: nan | val_loss: nan | Time: 2200.3 ms
[2021-11-18 14:32:31	                main:574]	:	INFO	:	Epoch 1968 | loss: nan | val_loss: nan | Time: 2203.71 ms
[2021-11-18 14:32:33	                main:574]	:	INFO	:	Epoch 1969 | loss: nan | val_loss: nan | Time: 2195.69 ms
[2021-11-18 14:32:35	                main:574]	:	INFO	:	Epoch 1970 | loss: nan | val_loss: nan | Time: 2215.05 ms
[2021-11-18 14:32:37	                main:574]	:	INFO	:	Epoch 1971 | loss: nan | val_loss: nan | Time: 2179.99 ms
[2021-11-18 14:32:40	                main:574]	:	INFO	:	Epoch 1972 | loss: nan | val_loss: nan | Time: 2202.76 ms
[2021-11-18 14:32:42	                main:574]	:	INFO	:	Epoch 1973 | loss: nan | val_loss: nan | Time: 2173.89 ms
[2021-11-18 14:32:44	                main:574]	:	INFO	:	Epoch 1974 | loss: nan | val_loss: nan | Time: 2220.6 ms
[2021-11-18 14:32:46	                main:574]	:	INFO	:	Epoch 1975 | loss: nan | val_loss: nan | Time: 2163.04 ms
[2021-11-18 14:32:48	                main:574]	:	INFO	:	Epoch 1976 | loss: nan | val_loss: nan | Time: 2192.37 ms
[2021-11-18 14:32:51	                main:574]	:	INFO	:	Epoch 1977 | loss: nan | val_loss: nan | Time: 2195.24 ms
[2021-11-18 14:32:53	                main:574]	:	INFO	:	Epoch 1978 | loss: nan | val_loss: nan | Time: 2214.3 ms
[2021-11-18 14:32:55	                main:574]	:	INFO	:	Epoch 1979 | loss: nan | val_loss: nan | Time: 2193.63 ms
[2021-11-18 14:32:57	                main:574]	:	INFO	:	Epoch 1980 | loss: nan | val_loss: nan | Time: 2178.34 ms
[2021-11-18 14:32:59	                main:574]	:	INFO	:	Epoch 1981 | loss: nan | val_loss: nan | Time: 2216.03 ms
[2021-11-18 14:33:02	                main:574]	:	INFO	:	Epoch 1982 | loss: nan | val_loss: nan | Time: 2199.19 ms
[2021-11-18 14:33:04	                main:574]	:	INFO	:	Epoch 1983 | loss: nan | val_loss: nan | Time: 2187.76 ms
[2021-11-18 14:33:06	                main:574]	:	INFO	:	Epoch 1984 | loss: nan | val_loss: nan | Time: 2189.46 ms
[2021-11-18 14:33:08	                main:574]	:	INFO	:	Epoch 1985 | loss: nan | val_loss: nan | Time: 2213.15 ms
[2021-11-18 14:33:10	                main:574]	:	INFO	:	Epoch 1986 | loss: nan | val_loss: nan | Time: 2199.02 ms
[2021-11-18 14:33:13	                main:574]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 2173.2 ms
[2021-11-18 14:33:15	                main:574]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 2179.62 ms
[2021-11-18 14:33:17	                main:574]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 2176.59 ms
[2021-11-18 14:33:19	                main:574]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 2216.25 ms
[2021-11-18 14:33:21	                main:574]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 2170.97 ms
[2021-11-18 14:33:24	                main:574]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 2199.76 ms
[2021-11-18 14:33:26	                main:574]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 2203.2 ms
[2021-11-18 14:33:28	                main:574]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 2192.28 ms
[2021-11-18 14:33:30	                main:574]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 2163.1 ms
[2021-11-18 14:33:32	                main:574]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 2210.47 ms
[2021-11-18 14:33:35	                main:574]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 2183.45 ms
[2021-11-18 14:33:37	                main:574]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 2189.11 ms
[2021-11-18 14:33:39	                main:574]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 2171.38 ms
[2021-11-18 14:33:41	                main:574]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 2201.51 ms
[2021-11-18 14:33:43	                main:574]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 2195.58 ms
[2021-11-18 14:33:45	                main:574]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 2180.33 ms
[2021-11-18 14:33:48	                main:574]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 2192.74 ms
[2021-11-18 14:33:50	                main:574]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 2220.57 ms
[2021-11-18 14:33:52	                main:574]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 2178.97 ms
[2021-11-18 14:33:54	                main:574]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 2202.68 ms
[2021-11-18 14:33:56	                main:574]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 2196.72 ms
[2021-11-18 14:33:59	                main:574]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 2204.14 ms
[2021-11-18 14:34:01	                main:574]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 2182.48 ms
[2021-11-18 14:34:03	                main:574]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 2174.6 ms
[2021-11-18 14:34:05	                main:574]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 2216.83 ms
[2021-11-18 14:34:07	                main:574]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 2202.85 ms
[2021-11-18 14:34:10	                main:574]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 2181.98 ms
[2021-11-18 14:34:12	                main:574]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 2183.24 ms
[2021-11-18 14:34:14	                main:574]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 2190.63 ms
[2021-11-18 14:34:16	                main:574]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 2185.08 ms
[2021-11-18 14:34:18	                main:574]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 2198.66 ms
[2021-11-18 14:34:21	                main:574]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 2180.16 ms
[2021-11-18 14:34:23	                main:574]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 2191.76 ms
[2021-11-18 14:34:25	                main:574]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 2188.23 ms
[2021-11-18 14:34:27	                main:574]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 2178.98 ms
[2021-11-18 14:34:29	                main:574]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 2157.65 ms
[2021-11-18 14:34:32	                main:574]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 2198.57 ms
[2021-11-18 14:34:34	                main:574]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 2207 ms
[2021-11-18 14:34:36	                main:574]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 2191.53 ms
[2021-11-18 14:34:38	                main:574]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 2193.52 ms
[2021-11-18 14:34:40	                main:574]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 2219.88 ms
[2021-11-18 14:34:43	                main:574]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 2178.08 ms
[2021-11-18 14:34:45	                main:574]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 2223.56 ms
[2021-11-18 14:34:47	                main:574]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 2213.92 ms
[2021-11-18 14:34:49	                main:574]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 2220.2 ms
[2021-11-18 14:34:51	                main:574]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 2198.51 ms
[2021-11-18 14:34:54	                main:574]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 2214.96 ms
[2021-11-18 14:34:56	                main:574]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 2197.48 ms
[2021-11-18 14:34:58	                main:574]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 2192.83 ms
[2021-11-18 14:35:00	                main:574]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 2205.05 ms
[2021-11-18 14:35:02	                main:574]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 2189.97 ms
[2021-11-18 14:35:05	                main:574]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 2211.46 ms
[2021-11-18 14:35:07	                main:574]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 2183.87 ms
[2021-11-18 14:35:09	                main:574]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 2171.61 ms
[2021-11-18 14:35:11	                main:574]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 2198.85 ms
[2021-11-18 14:35:13	                main:574]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 2186.4 ms
[2021-11-18 14:35:16	                main:574]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 2181.84 ms
[2021-11-18 14:35:18	                main:574]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 2190.72 ms
[2021-11-18 14:35:20	                main:574]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 2202.25 ms
[2021-11-18 14:35:22	                main:574]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 2223.28 ms
[2021-11-18 14:35:24	                main:574]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 2184.45 ms
[2021-11-18 14:35:27	                main:574]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 2216.22 ms
[2021-11-18 14:35:27	                main:597]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2021-11-18 14:35:27	                main:603]	:	INFO	:	Saving end state to config to file
[2021-11-18 14:35:27	                main:608]	:	INFO	:	Success, exiting..
14:35:27 (9404): 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)