Task 12610322
| Name | ParityModified-1645997344-27406-1-0_0 |
| Workunit | 9766131 |
| Created | 6 Mar 2022, 15:19:39 UTC |
| Sent | 9 Mar 2022, 12:47:07 UTC |
| Report deadline | 17 Mar 2022, 12:47:07 UTC |
| Received | 11 Mar 2022, 13:26:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18018 |
| Run time | 1 hours 18 min 28 sec |
| CPU time | 1 hours 16 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,539.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0312302 | val_loss: 0.0312345 | Time: 2256.51 ms [2022-03-10 21:02:45 main:574] : INFO : Epoch 1543 | loss: 0.0312292 | val_loss: 0.0312323 | Time: 2257.23 ms [2022-03-10 21:02:47 main:574] : INFO : Epoch 1544 | loss: 0.031229 | val_loss: 0.031231 | Time: 2231.85 ms [2022-03-10 21:02:49 main:574] : INFO : Epoch 1545 | loss: 0.0312308 | val_loss: 0.0312314 | Time: 2247.23 ms [2022-03-10 21:02:52 main:574] : INFO : Epoch 1546 | loss: 0.0312303 | val_loss: 0.0312316 | Time: 2243.9 ms [2022-03-10 21:02:54 main:574] : INFO : Epoch 1547 | loss: 0.0312301 | val_loss: 0.0312307 | Time: 2246.39 ms [2022-03-10 21:02:56 main:574] : INFO : Epoch 1548 | loss: 0.0312294 | val_loss: 0.0312339 | Time: 2247.37 ms [2022-03-10 21:02:58 main:574] : INFO : Epoch 1549 | loss: 0.0312302 | val_loss: 0.0312301 | Time: 2250.05 ms [2022-03-10 21:03:01 main:574] : INFO : Epoch 1550 | loss: 0.0312283 | val_loss: 0.031231 | Time: 2260.65 ms [2022-03-10 21:03:03 main:574] : INFO : Epoch 1551 | loss: 0.0312268 | val_loss: 0.0312289 | Time: 2264.28 ms [2022-03-10 21:03:05 main:574] : INFO : Epoch 1552 | loss: 0.0312263 | val_loss: 0.0312302 | Time: 2253.95 ms [2022-03-10 21:03:08 main:574] : INFO : Epoch 1553 | loss: 0.0312262 | val_loss: 0.0312287 | Time: 2259.27 ms [2022-03-10 21:03:10 main:574] : INFO : Epoch 1554 | loss: 0.0312244 | val_loss: 0.0312285 | Time: 2231.82 ms [2022-03-10 21:03:12 main:574] : INFO : Epoch 1555 | loss: 0.0312248 | val_loss: 0.0312295 | Time: 2253.37 ms [2022-03-10 21:03:14 main:574] : INFO : Epoch 1556 | loss: 0.0312272 | val_loss: 0.0312308 | Time: 2237.99 ms [2022-03-10 21:03:17 main:574] : INFO : Epoch 1557 | loss: 0.0312279 | val_loss: 0.0312266 | Time: 2238.67 ms [2022-03-10 21:03:19 main:574] : INFO : Epoch 1558 | loss: 0.031226 | val_loss: 0.0312265 | Time: 2257.97 ms [2022-03-10 21:03:21 main:574] : INFO : Epoch 1559 | loss: 0.031225 | val_loss: 0.0312275 | Time: 2255.65 ms [2022-03-10 21:03:23 main:574] : INFO : Epoch 1560 | loss: 0.0312252 | val_loss: 0.0312275 | Time: 2256.18 ms [2022-03-10 21:03:26 main:574] : INFO : Epoch 1561 | loss: 0.0312222 | val_loss: 0.0312263 | Time: 2239.3 ms [2022-03-10 21:03:28 main:574] : INFO : Epoch 1562 | loss: 0.0312222 | val_loss: 0.0312261 | Time: 2246.96 ms [2022-03-10 21:03:30 main:574] : INFO : Epoch 1563 | loss: 0.031221 | val_loss: 0.0312258 | Time: 2263.53 ms [2022-03-10 21:03:32 main:574] : INFO : Epoch 1564 | loss: 0.0312207 | val_loss: 0.0312285 | Time: 2267.4 ms [2022-03-10 21:03:35 main:574] : INFO : Epoch 1565 | loss: 0.03122 | val_loss: 0.0312221 | Time: 2229.78 ms [2022-03-10 21:03:37 main:574] : INFO : Epoch 1566 | loss: 0.0312211 | val_loss: 0.0312254 | Time: 2241.35 ms [2022-03-10 21:03:39 main:574] : INFO : Epoch 1567 | loss: 0.0312203 | val_loss: 0.0312237 | Time: 2228.38 ms [2022-03-10 21:03:41 main:574] : INFO : Epoch 1568 | loss: 0.0312207 | val_loss: 0.031227 | Time: 2271.77 ms [2022-03-10 21:03:44 main:574] : INFO : Epoch 1569 | loss: 0.0312189 | val_loss: 0.0312259 | Time: 2325.99 ms [2022-03-10 21:03:46 main:574] : INFO : Epoch 1570 | loss: 0.031217 | val_loss: 0.0312194 | Time: 2267.07 ms [2022-03-10 21:03:48 main:574] : INFO : Epoch 1571 | loss: 0.0312174 | val_loss: 0.0312191 | Time: 2279.35 ms [2022-03-10 21:03:50 main:574] : INFO : Epoch 1572 | loss: 0.0312158 | val_loss: 0.0312218 | Time: 2255.46 ms [2022-03-10 21:03:53 main:574] : INFO : Epoch 1573 | loss: 0.0312142 | val_loss: 0.031221 | Time: 2244.03 ms [2022-03-10 21:03:55 main:574] : INFO : Epoch 1574 | loss: 0.0312171 | val_loss: 0.0312175 | Time: 2294.55 ms [2022-03-10 21:03:57 main:574] : INFO : Epoch 1575 | loss: 0.0312165 | val_loss: 0.0312193 | Time: 2292.56 ms [2022-03-10 21:04:00 main:574] : INFO : Epoch 1576 | loss: 0.0312208 | val_loss: 0.0312263 | Time: 2255.93 ms [2022-03-10 21:04:02 main:574] : INFO : Epoch 1577 | loss: 0.0312154 | val_loss: 0.0312174 | Time: 2301.48 ms [2022-03-10 21:04:04 main:574] : INFO : Epoch 1578 | loss: 0.0312128 | val_loss: 0.0312198 | Time: 2289.44 ms [2022-03-10 21:04:06 main:574] : INFO : Epoch 1579 | loss: 0.0312127 | val_loss: 0.0312273 | Time: 2244.55 ms [2022-03-10 21:04:09 main:574] : INFO : Epoch 1580 | loss: 0.031214 | val_loss: 0.0312202 | Time: 2215.06 ms [2022-03-10 21:04:11 main:574] : INFO : Epoch 1581 | loss: 0.0312175 | val_loss: 0.0312156 | Time: 2241.51 ms [2022-03-10 21:04:13 main:574] : INFO : Epoch 1582 | loss: 0.0312095 | val_loss: 0.031216 | Time: 2235.01 ms [2022-03-10 21:04:15 main:574] : INFO : Epoch 1583 | loss: 0.0312157 | val_loss: 0.0312184 | Time: 2300.81 ms [2022-03-10 21:04:18 main:574] : INFO : Epoch 1584 | loss: 0.0312094 | val_loss: 0.0312226 | Time: 2308.39 ms [2022-03-10 21:04:20 main:574] : INFO : Epoch 1585 | loss: 0.0312088 | val_loss: 0.0312163 | Time: 2315.91 ms [2022-03-10 21:04:22 main:574] : INFO : Epoch 1586 | loss: 0.0312087 | val_loss: 0.0312162 | Time: 2350.29 ms [2022-03-10 21:04:25 main:574] : INFO : Epoch 1587 | loss: 0.0312125 | val_loss: 0.0312165 | Time: 2351.19 ms [2022-03-10 21:04:27 main:574] : INFO : Epoch 1588 | loss: 0.0312104 | val_loss: 0.0312229 | Time: 2324.59 ms [2022-03-10 21:04:29 main:574] : INFO : Epoch 1589 | loss: 0.0312078 | val_loss: 0.0312193 | Time: 2294.1 ms [2022-03-10 21:04:32 main:574] : INFO : Epoch 1590 | loss: 0.0312076 | val_loss: 0.0312206 | Time: 2271.59 ms [2022-03-10 21:04:34 main:574] : INFO : Epoch 1591 | loss: 0.031209 | val_loss: 0.0312204 | Time: 2326.95 ms [2022-03-10 21:04:36 main:574] : INFO : Epoch 1592 | loss: 0.0312125 | val_loss: 0.0312181 | Time: 2330.27 ms [2022-03-10 21:04:39 main:574] : INFO : Epoch 1593 | loss: 0.0312152 | val_loss: 0.0312353 | Time: 2273.76 ms [2022-03-10 21:04:41 main:574] : INFO : Epoch 1594 | loss: 0.0312071 | val_loss: 0.031216 | Time: 2336.09 ms [2022-03-10 21:04:43 main:574] : INFO : Epoch 1595 | loss: 0.0312048 | val_loss: 0.0312167 | Time: 2355.88 ms [2022-03-10 21:04:46 main:574] : INFO : Epoch 1596 | loss: 0.031207 | val_loss: 0.0312274 | Time: 2322.51 ms [2022-03-10 21:04:48 main:574] : INFO : Epoch 1597 | loss: 0.0312043 | val_loss: 0.0312163 | Time: 2352.35 ms [2022-03-10 21:04:50 main:574] : INFO : Epoch 1598 | loss: 0.0312052 | val_loss: 0.0312167 | Time: 2325.65 ms [2022-03-10 21:04:53 main:574] : INFO : Epoch 1599 | loss: 0.031202 | val_loss: 0.0312167 | Time: 2253.11 ms [2022-03-10 21:04:55 main:574] : INFO : Epoch 1600 | loss: 0.0312015 | val_loss: 0.0312185 | Time: 2316.38 ms [2022-03-10 21:04:57 main:574] : INFO : Epoch 1601 | loss: 0.0312041 | val_loss: 0.0312163 | Time: 2262.89 ms [2022-03-10 21:05:00 main:574] : INFO : Epoch 1602 | loss: 0.0312032 | val_loss: 0.0312159 | Time: 2324.19 ms [2022-03-10 21:05:02 main:574] : INFO : Epoch 1603 | loss: 0.0312024 | val_loss: 0.031218 | Time: 2329.03 ms [2022-03-10 21:05:04 main:574] : INFO : Epoch 1604 | loss: 0.0312042 | val_loss: 0.0312309 | Time: 2374.79 ms [2022-03-10 21:05:07 main:574] : INFO : Epoch 1605 | loss: 0.031202 | val_loss: 0.0312193 | Time: 2371.63 ms [2022-03-10 21:05:09 main:574] : INFO : Epoch 1606 | loss: 0.0312013 | val_loss: 0.0312189 | Time: 2298.61 ms [2022-03-10 21:05:11 main:574] : INFO : Epoch 1607 | loss: 0.0312014 | val_loss: 0.0312193 | Time: 2309.21 ms [2022-03-10 21:05:14 main:574] : INFO : Epoch 1608 | loss: 0.0312041 | val_loss: 0.0312271 | Time: 2339.76 ms [2022-03-10 21:05:16 main:574] : INFO : Epoch 1609 | loss: 0.031207 | val_loss: 0.0312162 | Time: 2329.58 ms [2022-03-10 21:05:18 main:574] : INFO : Epoch 1610 | loss: 0.0312037 | val_loss: 0.0312174 | Time: 2274.99 ms [2022-03-10 21:05:21 main:574] : INFO : Epoch 1611 | loss: 0.0312036 | val_loss: 0.0312155 | Time: 2259.53 ms [2022-03-10 21:05:23 main:574] : INFO : Epoch 1612 | loss: 0.0312035 | val_loss: 0.0312196 | Time: 2352.49 ms [2022-03-10 21:05:25 main:574] : INFO : Epoch 1613 | loss: 0.0312057 | val_loss: 0.0312252 | Time: 2357.43 ms [2022-03-10 21:05:28 main:574] : INFO : Epoch 1614 | loss: 0.0312116 | val_loss: 0.0312283 | Time: 2325.5 ms [2022-03-10 21:05:30 main:574] : INFO : Epoch 1615 | loss: 0.0312091 | val_loss: 0.0312164 | Time: 2330.08 ms [2022-03-10 21:05:32 main:574] : INFO : Epoch 1616 | loss: 0.0312044 | val_loss: 0.0312142 | Time: 2335.81 ms [2022-03-10 21:05:35 main:574] : INFO : Epoch 1617 | loss: 0.0312037 | val_loss: 0.0312132 | Time: 2299.48 ms [2022-03-10 21:05:37 main:574] : INFO : Epoch 1618 | loss: 0.0312038 | val_loss: 0.0312137 | Time: 2365.44 ms [2022-03-10 21:05:39 main:574] : INFO : Epoch 1619 | loss: 0.0312028 | val_loss: 0.0312166 | Time: 2288.64 ms [2022-03-10 21:05:41 main:574] : INFO : Epoch 1620 | loss: 0.031212 | val_loss: 0.0312228 | Time: 2275.23 ms [2022-03-10 21:05:44 main:574] : INFO : Epoch 1621 | loss: 0.0312055 | val_loss: 0.0312127 | Time: 2350.87 ms [2022-03-10 21:05:46 main:574] : INFO : Epoch 1622 | loss: 0.0312021 | val_loss: 0.0312131 | Time: 2319.1 ms [2022-03-10 21:05:48 main:574] : INFO : Epoch 1623 | loss: 0.0312037 | val_loss: 0.0312158 | Time: 2327.58 ms [2022-03-10 21:05:51 main:574] : INFO : Epoch 1624 | loss: 0.0312008 | val_loss: 0.0312138 | Time: 2313.67 ms [2022-03-10 21:05:53 main:574] : INFO : Epoch 1625 | loss: 0.0311984 | val_loss: 0.0312166 | Time: 2277.05 ms [2022-03-10 21:05:55 main:574] : INFO : Epoch 1626 | loss: 0.0311991 | val_loss: 0.0312149 | Time: 2339.21 ms [2022-03-10 21:05:58 main:574] : INFO : Epoch 1627 | loss: 0.0311989 | val_loss: 0.0312168 | Time: 2327.38 ms [2022-03-10 21:06:00 main:574] : INFO : Epoch 1628 | loss: 0.031198 | val_loss: 0.031214 | Time: 2274.41 ms [2022-03-10 21:06:02 main:574] : INFO : Epoch 1629 | loss: 0.0311976 | val_loss: 0.0312142 | Time: 2260.31 ms [2022-03-10 21:06:05 main:574] : INFO : Epoch 1630 | loss: 0.0311975 | val_loss: 0.0312158 | Time: 2299.72 ms [2022-03-10 21:06:07 main:574] : INFO : Epoch 1631 | loss: 0.0311993 | val_loss: 0.0312135 | Time: 2400.65 ms [2022-03-10 21:06:09 main:574] : INFO : Epoch 1632 | loss: 0.0311974 | val_loss: 0.0312156 | Time: 2343.66 ms [2022-03-10 21:06:12 main:574] : INFO : Epoch 1633 | loss: 0.0312014 | val_loss: 0.0312124 | Time: 2266.37 ms [2022-03-10 21:06:14 main:574] : INFO : Epoch 1634 | loss: 0.0311971 | val_loss: 0.0312139 | Time: 2321.9 ms [2022-03-10 21:06:16 main:574] : INFO : Epoch 1635 | loss: 0.0311992 | val_loss: 0.0312212 | Time: 2290.26 ms [2022-03-10 21:06:19 main:574] : INFO : Epoch 1636 | loss: 0.0311971 | val_loss: 0.0312161 | Time: 2289.48 ms [2022-03-10 21:06:21 main:574] : INFO : Epoch 1637 | loss: 0.031198 | val_loss: 0.0312164 | Time: 2350.57 ms [2022-03-10 21:06:23 main:574] : INFO : Epoch 1638 | loss: 0.0311996 | val_loss: 0.0312115 | Time: 2397.8 ms [2022-03-10 21:06:26 main:574] : INFO : Epoch 1639 | loss: 0.031199 | val_loss: 0.0312113 | Time: 2324.36 ms [2022-03-10 21:06:28 main:574] : INFO : Epoch 1640 | loss: 0.0311961 | val_loss: 0.031212 | Time: 2264.94 ms [2022-03-10 21:06:30 main:574] : INFO : Epoch 1641 | loss: 0.0311961 | val_loss: 0.0312113 | Time: 2287.26 ms [2022-03-10 21:06:32 main:574] : INFO : Epoch 1642 | loss: 0.0311959 | val_loss: 0.0312121 | Time: 2273.76 ms [2022-03-10 21:06:35 main:574] : INFO : Epoch 1643 | loss: 0.0312011 | val_loss: 0.0312135 | Time: 2278.15 ms [2022-03-10 21:06:37 main:574] : INFO : Epoch 1644 | loss: 0.0311989 | val_loss: 0.031211 | Time: 2296.37 ms [2022-03-10 21:06:39 main:574] : INFO : Epoch 1645 | loss: 0.0311983 | val_loss: 0.031214 | Time: 2302.41 ms [2022-03-10 21:06:42 main:574] : INFO : Epoch 1646 | loss: 0.031198 | val_loss: 0.0312116 | Time: 2326.81 ms [2022-03-10 21:06:44 main:574] : INFO : Epoch 1647 | loss: 0.0311978 | val_loss: 0.0312165 | Time: 2279.48 ms [2022-03-10 21:06:46 main:574] : INFO : Epoch 1648 | loss: 0.0311988 | val_loss: 0.0312165 | Time: 2270.74 ms [2022-03-10 21:06:49 main:574] : INFO : Epoch 1649 | loss: 0.0311998 | val_loss: 0.0312097 | Time: 2297.63 ms [2022-03-10 21:06:51 main:574] : INFO : Epoch 1650 | loss: 0.0311962 | val_loss: 0.031211 | Time: 2336.52 ms [2022-03-10 21:06:53 main:574] : INFO : Epoch 1651 | loss: 0.0311948 | val_loss: 0.0312112 | Time: 2278.99 ms [2022-03-10 21:06:56 main:574] : INFO : Epoch 1652 | loss: 0.0311971 | val_loss: 0.0312094 | Time: 2404.63 ms [2022-03-10 21:06:58 main:574] : INFO : Epoch 1653 | loss: 0.0311958 | val_loss: 0.0312068 | Time: 2313.77 ms [2022-03-10 21:07:00 main:574] : INFO : Epoch 1654 | loss: 0.0311929 | val_loss: 0.0312075 | Time: 2290.2 ms [2022-03-10 21:07:03 main:574] : INFO : Epoch 1655 | loss: 0.0311932 | val_loss: 0.0312088 | Time: 2296.71 ms [2022-03-10 21:07:05 main:574] : INFO : Epoch 1656 | loss: 0.0311923 | val_loss: 0.0312067 | Time: 2339.21 ms [2022-03-10 21:07:07 main:574] : INFO : Epoch 1657 | loss: 0.0311928 | val_loss: 0.0312077 | Time: 2259.13 ms [2022-03-10 21:07:09 main:574] : INFO : Epoch 1658 | loss: 0.0311934 | val_loss: 0.0312083 | Time: 2358.58 ms [2022-03-10 21:07:12 main:574] : INFO : Epoch 1659 | loss: 0.0311919 | val_loss: 0.0312075 | Time: 2338.68 ms [2022-03-10 21:07:14 main:574] : INFO : Epoch 1660 | loss: 0.0311912 | val_loss: 0.031212 | Time: 2284.26 ms [2022-03-10 21:07:16 main:574] : INFO : Epoch 1661 | loss: 0.0311925 | val_loss: 0.031206 | Time: 2273.95 ms [2022-03-10 21:07:19 main:574] : INFO : Epoch 1662 | loss: 0.0311923 | val_loss: 0.031207 | Time: 2246.39 ms [2022-03-10 21:07:21 main:574] : INFO : Epoch 1663 | loss: 0.031198 | val_loss: 0.0312079 | Time: 2263.33 ms [2022-03-10 21:07:23 main:574] : INFO : Epoch 1664 | loss: 0.031197 | val_loss: 0.0312082 | Time: 2297.32 ms [2022-03-10 21:07:26 main:574] : INFO : Epoch 1665 | loss: 0.0311956 | val_loss: 0.0312081 | Time: 2340.51 ms [2022-03-10 21:07:28 main:574] : INFO : Epoch 1666 | loss: 0.0311929 | val_loss: 0.0312089 | Time: 2360.34 ms [2022-03-10 21:07:30 main:574] : INFO : Epoch 1667 | loss: 0.0311895 | val_loss: 0.0312124 | Time: 2233.62 ms [2022-03-10 21:07:33 main:574] : INFO : Epoch 1668 | loss: 0.0311903 | val_loss: 0.0312066 | Time: 2336.65 ms [2022-03-10 21:07:35 main:574] : INFO : Epoch 1669 | loss: 0.0311885 | val_loss: 0.031209 | Time: 2344.62 ms [2022-03-10 21:07:37 main:574] : INFO : Epoch 1670 | loss: 0.0311887 | val_loss: 0.0312096 | Time: 2282.75 ms [2022-03-10 21:07:39 main:574] : INFO : Epoch 1671 | loss: 0.0311879 | val_loss: 0.0312114 | Time: 2286.75 ms [2022-03-10 21:07:42 main:574] : INFO : Epoch 1672 | loss: 0.0311916 | val_loss: 0.0312159 | Time: 2322.78 ms [2022-03-10 21:07:44 main:574] : INFO : Epoch 1673 | loss: 0.0312007 | val_loss: 0.0312028 | Time: 2330.06 ms [2022-03-10 21:07:46 main:574] : INFO : Epoch 1674 | loss: 0.031191 | val_loss: 0.0312074 | Time: 2255.36 ms [2022-03-10 21:07:49 main:574] : INFO : Epoch 1675 | loss: 0.031191 | val_loss: 0.0312032 | Time: 2302.13 ms [2022-03-10 21:07:51 main:574] : INFO : Epoch 1676 | loss: 0.031191 | val_loss: 0.0312046 | Time: 2298.65 ms [2022-03-10 21:07:53 main:574] : INFO : Epoch 1677 | loss: 0.0311894 | val_loss: 0.0312073 | Time: 2280.97 ms [2022-03-10 21:07:56 main:574] : INFO : Epoch 1678 | loss: 0.0311889 | val_loss: 0.0312061 | Time: 2257.31 ms [2022-03-10 21:07:58 main:574] : INFO : Epoch 1679 | loss: 0.0311911 | val_loss: 0.0312089 | Time: 2328.88 ms [2022-03-10 21:08:00 main:574] : INFO : Epoch 1680 | loss: 0.0311944 | val_loss: 0.0312065 | Time: 2258.46 ms [2022-03-10 21:08:02 main:574] : INFO : Epoch 1681 | loss: 0.0312038 | val_loss: 0.0312096 | Time: 2236.24 ms [2022-03-10 21:08:05 main:574] : INFO : Epoch 1682 | loss: 0.0312036 | val_loss: 0.0312065 | Time: 2246.54 ms [2022-03-10 21:08:07 main:574] : INFO : Epoch 1683 | loss: 0.031201 | val_loss: 0.0312062 | Time: 2229.28 ms [2022-03-10 21:08:09 main:574] : INFO : Epoch 1684 | loss: 0.0311994 | val_loss: 0.031205 | Time: 2260.37 ms [2022-03-10 21:08:11 main:574] : INFO : Epoch 1685 | loss: 0.031198 | val_loss: 0.0312042 | Time: 2277.77 ms [2022-03-10 21:08:14 main:574] : INFO : Epoch 1686 | loss: 0.0311974 | val_loss: 0.0312018 | Time: 2255.44 ms [2022-03-10 21:08:16 main:574] : INFO : Epoch 1687 | loss: 0.0311965 | val_loss: 0.031203 | Time: 2266.66 ms [2022-03-10 21:08:18 main:574] : INFO : Epoch 1688 | loss: 0.0311978 | val_loss: 0.0311996 | Time: 2236.71 ms [2022-03-10 21:08:20 main:574] : INFO : Epoch 1689 | loss: 0.0311948 | val_loss: 0.0312024 | Time: 2260.67 ms [2022-03-10 21:08:23 main:574] : INFO : Epoch 1690 | loss: 0.0311953 | val_loss: 0.0312019 | Time: 2285.26 ms [2022-03-10 21:08:25 main:574] : INFO : Epoch 1691 | loss: 0.0311947 | val_loss: 0.0312016 | Time: 2227.27 ms [2022-03-10 21:08:27 main:574] : INFO : Epoch 1692 | loss: 0.0311948 | val_loss: 0.0311989 | Time: 2232.91 ms [2022-03-10 21:08:29 main:574] : INFO : Epoch 1693 | loss: 0.0311942 | val_loss: 0.0312003 | Time: 2257.42 ms [2022-03-10 21:08:32 main:574] : INFO : Epoch 1694 | loss: 0.0311946 | val_loss: 0.0312009 | Time: 2327.98 ms [2022-03-10 21:08:34 main:574] : INFO : Epoch 1695 | loss: 0.0311991 | val_loss: 0.0312163 | Time: 2309.14 ms [2022-03-10 21:08:36 main:574] : INFO : Epoch 1696 | loss: 0.0311985 | val_loss: 0.0311992 | Time: 2259.36 ms [2022-03-10 21:08:39 main:574] : INFO : Epoch 1697 | loss: 0.0311949 | val_loss: 0.031209 | Time: 2249.16 ms [2022-03-10 21:08:41 main:574] : INFO : Epoch 1698 | loss: 0.0311923 | val_loss: 0.0311991 | Time: 2255.72 ms [2022-03-10 21:08:43 main:574] : INFO : Epoch 1699 | loss: 0.0311934 | val_loss: 0.0312147 | Time: 2288.67 ms [2022-03-10 21:08:45 main:574] : INFO : Epoch 1700 | loss: 0.0311992 | val_loss: 0.0312024 | Time: 2235.05 ms [2022-03-10 21:08:48 main:574] : INFO : Epoch 1701 | loss: 0.03119 | val_loss: 0.0312007 | Time: 2265.39 ms [2022-03-10 21:08:50 main:574] : INFO : Epoch 1702 | loss: 0.0311891 | val_loss: 0.0312013 | Time: 2246.19 ms [2022-03-10 21:08:52 main:574] : INFO : Epoch 1703 | loss: 0.0311881 | val_loss: 0.0312024 | Time: 2258.51 ms [2022-03-10 21:08:54 main:574] : INFO : Epoch 1704 | loss: 0.0311904 | val_loss: 0.0311998 | Time: 2255.78 ms [2022-03-10 21:08:57 main:574] : INFO : Epoch 1705 | loss: 0.0311923 | val_loss: 0.0312076 | Time: 2256.39 ms [2022-03-10 21:08:59 main:574] : INFO : Epoch 1706 | loss: 0.0311922 | val_loss: 0.0312056 | Time: 2259.02 ms [2022-03-10 21:09:01 main:574] : INFO : Epoch 1707 | loss: 0.0311881 | val_loss: 0.0312087 | Time: 2263.64 ms [2022-03-10 21:09:04 main:574] : INFO : Epoch 1708 | loss: 0.031188 | val_loss: 0.0312108 | Time: 2229.07 ms [2022-03-10 21:09:06 main:574] : INFO : Epoch 1709 | loss: 0.0311876 | val_loss: 0.0312038 | Time: 2239.02 ms [2022-03-10 21:09:08 main:574] : INFO : Epoch 1710 | loss: 0.0311881 | val_loss: 0.0312034 | Time: 2325.78 ms [2022-03-10 21:09:10 main:574] : INFO : Epoch 1711 | loss: 0.0311881 | val_loss: 0.0312017 | Time: 2229.62 ms [2022-03-10 21:09:13 main:574] : INFO : Epoch 1712 | loss: 0.0311894 | val_loss: 0.0311987 | Time: 2248.98 ms [2022-03-10 21:09:15 main:574] : INFO : Epoch 1713 | loss: 0.0311919 | val_loss: 0.0312146 | Time: 2230.07 ms [2022-03-10 21:09:17 main:574] : INFO : Epoch 1714 | loss: 0.0311941 | val_loss: 0.0312009 | Time: 2231.13 ms [2022-03-10 21:09:19 main:574] : INFO : Epoch 1715 | loss: 0.0311972 | val_loss: 0.0312091 | Time: 2271.36 ms [2022-03-10 21:09:22 main:574] : INFO : Epoch 1716 | loss: 0.0311904 | val_loss: 0.0312017 | Time: 2222.53 ms [2022-03-10 21:09:24 main:574] : INFO : Epoch 1717 | loss: 0.0311904 | val_loss: 0.0311992 | Time: 2282.45 ms [2022-03-10 21:09:26 main:574] : INFO : Epoch 1718 | loss: 0.0311892 | val_loss: 0.0312018 | Time: 2313.34 ms [2022-03-10 21:09:28 main:574] : INFO : Epoch 1719 | loss: 0.0311882 | val_loss: 0.0311968 | Time: 2271.54 ms [2022-03-10 21:09:31 main:574] : INFO : Epoch 1720 | loss: 0.0311878 | val_loss: 0.0312164 | Time: 2253.95 ms [2022-03-10 21:09:33 main:574] : INFO : Epoch 1721 | loss: 0.0311876 | val_loss: 0.0312067 | Time: 2244.91 ms [2022-03-10 21:09:35 main:574] : INFO : Epoch 1722 | loss: 0.0311878 | val_loss: 0.0312042 | Time: 2291.46 ms [2022-03-10 21:09:38 main:574] : INFO : Epoch 1723 | loss: 0.0311918 | val_loss: 0.0312001 | Time: 2336.51 ms [2022-03-10 21:09:40 main:574] : INFO : Epoch 1724 | loss: 0.0311898 | val_loss: 0.0311971 | Time: 2255.82 ms [2022-03-10 21:09:42 main:574] : INFO : Epoch 1725 | loss: 0.0311864 | val_loss: 0.0311982 | Time: 2274.09 ms [2022-03-10 21:09:44 main:574] : INFO : Epoch 1726 | loss: 0.0311876 | val_loss: 0.0311957 | Time: 2285.69 ms [2022-03-10 21:09:47 main:574] : INFO : Epoch 1727 | loss: 0.0311853 | val_loss: 0.0311994 | Time: 2346.1 ms [2022-03-10 21:09:49 main:574] : INFO : Epoch 1728 | loss: 0.0311837 | val_loss: 0.0311957 | Time: 2332.61 ms [2022-03-10 21:09:51 main:574] : INFO : Epoch 1729 | loss: 0.0311832 | val_loss: 0.0311989 | Time: 2314.42 ms [2022-03-10 21:09:54 main:574] : INFO : Epoch 1730 | loss: 0.0311888 | val_loss: 0.0312007 | Time: 2346.28 ms [2022-03-10 21:09:56 main:574] : INFO : Epoch 1731 | loss: 0.0311868 | val_loss: 0.0312025 | Time: 2281.7 ms [2022-03-10 21:09:58 main:574] : INFO : Epoch 1732 | loss: 0.0311842 | val_loss: 0.0311981 | Time: 2318.09 ms [2022-03-10 21:10:01 main:574] : INFO : Epoch 1733 | loss: 0.0311837 | val_loss: 0.0311967 | Time: 2291.67 ms [2022-03-10 21:10:03 main:574] : INFO : Epoch 1734 | loss: 0.0311831 | val_loss: 0.031198 | Time: 2313.58 ms [2022-03-10 21:10:05 main:574] : INFO : Epoch 1735 | loss: 0.0311825 | val_loss: 0.031193 | Time: 2262.99 ms [2022-03-10 21:10:08 main:574] : INFO : Epoch 1736 | loss: 0.0311861 | val_loss: 0.0312023 | Time: 2270.28 ms [2022-03-10 21:10:10 main:574] : INFO : Epoch 1737 | loss: 0.0311883 | val_loss: 0.0311954 | Time: 2318.7 ms [2022-03-10 21:10:12 main:574] : INFO : Epoch 1738 | loss: 0.0311819 | val_loss: 0.0311991 | Time: 2300.82 ms [2022-03-10 21:10:14 main:574] : INFO : Epoch 1739 | loss: 0.0311818 | val_loss: 0.0311954 | Time: 2239.37 ms [2022-03-10 21:10:17 main:574] : INFO : Epoch 1740 | loss: 0.0311804 | val_loss: 0.031195 | Time: 2355.43 ms [2022-03-10 21:10:19 main:574] : INFO : Epoch 1741 | loss: 0.03118 | val_loss: 0.0311959 | Time: 2428.22 ms [2022-03-10 21:10:22 main:574] : INFO : Epoch 1742 | loss: 0.0311797 | val_loss: 0.0311959 | Time: 2297.03 ms [2022-03-10 21:10:24 main:574] : INFO : Epoch 1743 | loss: 0.0311793 | val_loss: 0.031194 | Time: 2285.59 ms [2022-03-10 21:10:26 main:574] : INFO : Epoch 1744 | loss: 0.0311795 | val_loss: 0.0311982 | Time: 2321.81 ms [2022-03-10 21:10:28 main:574] : INFO : Epoch 1745 | loss: 0.0311829 | val_loss: 0.0311981 | Time: 2317.83 ms [2022-03-10 21:10:31 main:574] : INFO : Epoch 1746 | loss: 0.0311821 | val_loss: 0.0311946 | Time: 2347.42 ms [2022-03-10 21:10:33 main:574] : INFO : Epoch 1747 | loss: 0.0311784 | val_loss: 0.0311932 | Time: 2391.44 ms [2022-03-10 21:10:36 main:574] : INFO : Epoch 1748 | loss: 0.0311785 | val_loss: 0.0311941 | Time: 2327.36 ms [2022-03-10 21:10:38 main:574] : INFO : Epoch 1749 | loss: 0.0311787 | val_loss: 0.0311939 | Time: 2256.49 ms [2022-03-10 21:10:40 main:574] : INFO : Epoch 1750 | loss: 0.0311787 | val_loss: 0.0311922 | Time: 2237.16 ms [2022-03-10 21:10:42 main:574] : INFO : Epoch 1751 | loss: 0.0311777 | val_loss: 0.0311929 | Time: 2240.44 ms [2022-03-10 21:10:45 main:574] : INFO : Epoch 1752 | loss: 0.0311796 | val_loss: 0.0312108 | Time: 2336.52 ms [2022-03-10 21:10:47 main:574] : INFO : Epoch 1753 | loss: 0.0311832 | val_loss: 0.0311983 | Time: 2257.94 ms [2022-03-10 21:10:49 main:574] : INFO : Epoch 1754 | loss: 0.0311797 | val_loss: 0.0311964 | Time: 2362.18 ms [2022-03-10 21:10:52 main:574] : INFO : Epoch 1755 | loss: 0.0311818 | val_loss: 0.031194 | Time: 2272.76 ms [2022-03-10 21:10:54 main:574] : INFO : Epoch 1756 | loss: 0.0311849 | val_loss: 0.0312004 | Time: 2239.98 ms [2022-03-10 21:10:56 main:574] : INFO : Epoch 1757 | loss: 0.0311903 | val_loss: 0.0311972 | Time: 2286.62 ms [2022-03-10 21:10:58 main:574] : INFO : Epoch 1758 | loss: 0.0311832 | val_loss: 0.0311927 | Time: 2316.83 ms [2022-03-10 21:11:01 main:574] : INFO : Epoch 1759 | loss: 0.0311783 | val_loss: 0.031195 | Time: 2304.47 ms [2022-03-10 21:11:03 main:574] : INFO : Epoch 1760 | loss: 0.0311797 | val_loss: 0.0311942 | Time: 2265.97 ms [2022-03-10 21:11:05 main:574] : INFO : Epoch 1761 | loss: 0.0311783 | val_loss: 0.0311933 | Time: 2267.34 ms [2022-03-10 21:11:08 main:574] : INFO : Epoch 1762 | loss: 0.0311781 | val_loss: 0.0311971 | Time: 2286.01 ms [2022-03-10 21:11:10 main:574] : INFO : Epoch 1763 | loss: 0.0311854 | val_loss: 0.031206 | Time: 2305.97 ms [2022-03-10 21:11:12 main:574] : INFO : Epoch 1764 | loss: 0.0311818 | val_loss: 0.0311947 | Time: 2280.11 ms [2022-03-10 21:11:14 main:574] : INFO : Epoch 1765 | loss: 0.0311815 | val_loss: 0.0312026 | Time: 2268.74 ms [2022-03-10 21:11:17 main:574] : INFO : Epoch 1766 | loss: 0.0311806 | val_loss: 0.0311986 | Time: 2261.46 ms [2022-03-10 21:11:19 main:574] : INFO : Epoch 1767 | loss: 0.0311783 | val_loss: 0.0311998 | Time: 2296.06 ms [2022-03-10 21:11:21 main:574] : INFO : Epoch 1768 | loss: 0.0311794 | val_loss: 0.0312041 | Time: 2360.08 ms [2022-03-10 21:11:24 main:574] : INFO : Epoch 1769 | loss: 0.0311836 | val_loss: 0.0311946 | Time: 2308.14 ms [2022-03-10 21:11:26 main:574] : INFO : Epoch 1770 | loss: 0.0311792 | val_loss: 0.0311954 | Time: 2321.6 ms [2022-03-10 21:11:28 main:574] : INFO : Epoch 1771 | loss: 0.0311783 | val_loss: 0.0312059 | Time: 2271.92 ms [2022-03-10 21:11:31 main:574] : INFO : Epoch 1772 | loss: 0.0311803 | val_loss: 0.0311942 | Time: 2266.09 ms [2022-03-10 21:11:33 main:574] : INFO : Epoch 1773 | loss: 0.0311814 | val_loss: 0.0311941 | Time: 2256.45 ms [2022-03-10 21:11:35 main:574] : INFO : Epoch 1774 | loss: 0.0311799 | val_loss: 0.0311974 | Time: 2309.83 ms [2022-03-10 21:11:37 main:574] : INFO : Epoch 1775 | loss: 0.0311748 | val_loss: 0.0312072 | Time: 2241.23 ms [2022-03-10 21:11:40 main:574] : INFO : Epoch 1776 | loss: 0.0311754 | val_loss: 0.0311955 | Time: 2329.93 ms [2022-03-10 21:11:42 main:574] : INFO : Epoch 1777 | loss: 0.0311769 | val_loss: 0.031194 | Time: 2288.5 ms [2022-03-10 21:11:44 main:574] : INFO : Epoch 1778 | loss: 0.0311781 | val_loss: 0.0311996 | Time: 2304.27 ms [2022-03-10 21:11:47 main:574] : INFO : Epoch 1779 | loss: 0.0311809 | val_loss: 0.0311913 | Time: 2292.36 ms [2022-03-10 21:11:49 main:574] : INFO : Epoch 1780 | loss: 0.0311811 | val_loss: 0.0311946 | Time: 2329.88 ms [2022-03-10 21:11:51 main:574] : INFO : Epoch 1781 | loss: 0.0311788 | val_loss: 0.0311949 | Time: 2240.72 ms [2022-03-10 21:11:53 main:574] : INFO : Epoch 1782 | loss: 0.0311778 | val_loss: 0.031203 | Time: 2247.27 ms [2022-03-10 21:11:56 main:574] : INFO : Epoch 1783 | loss: 0.0311786 | val_loss: 0.0311971 | Time: 2362.23 ms [2022-03-10 21:11:58 main:574] : INFO : Epoch 1784 | loss: 0.0311746 | val_loss: 0.0311927 | Time: 2320.63 ms [2022-03-10 21:12:00 main:574] : INFO : Epoch 1785 | loss: 0.0311745 | val_loss: 0.0311945 | Time: 2292.72 ms [2022-03-10 21:12:03 main:574] : INFO : Epoch 1786 | loss: 0.0311761 | val_loss: 0.0311894 | Time: 2244.25 ms [2022-03-10 21:12:05 main:574] : INFO : Epoch 1787 | loss: 0.0311806 | val_loss: 0.0312023 | Time: 2263.25 ms [2022-03-10 21:12:07 main:574] : INFO : Epoch 1788 | loss: 0.0311832 | val_loss: 0.0312179 | Time: 2325.29 ms [2022-03-10 21:12:10 main:574] : INFO : Epoch 1789 | loss: 0.0311772 | val_loss: 0.031202 | Time: 2265.39 ms [2022-03-10 21:12:12 main:574] : INFO : Epoch 1790 | loss: 0.0311788 | val_loss: 0.0311979 | Time: 2324.86 ms [2022-03-10 21:12:14 main:574] : INFO : Epoch 1791 | loss: 0.0311771 | val_loss: 0.0311888 | Time: 2373.51 ms [2022-03-10 21:12:17 main:574] : INFO : Epoch 1792 | loss: 0.0311758 | val_loss: 0.0311942 | Time: 2359.45 ms [2022-03-10 21:12:19 main:574] : INFO : Epoch 1793 | loss: 0.0311739 | val_loss: 0.0311929 | Time: 2296.9 ms [2022-03-10 21:12:21 main:574] : INFO : Epoch 1794 | loss: 0.0311774 | val_loss: 0.0311915 | Time: 2303.8 ms [2022-03-10 21:12:24 main:574] : INFO : Epoch 1795 | loss: 0.0311788 | val_loss: 0.031198 | Time: 2309.97 ms [2022-03-10 21:12:26 main:574] : INFO : Epoch 1796 | loss: 0.0311742 | val_loss: 0.0311936 | Time: 2298.04 ms [2022-03-10 21:12:28 main:574] : INFO : Epoch 1797 | loss: 0.0311731 | val_loss: 0.0311959 | Time: 2343.15 ms [2022-03-10 21:12:31 main:574] : INFO : Epoch 1798 | loss: 0.0311721 | val_loss: 0.0311964 | Time: 2342.49 ms [2022-03-10 21:12:33 main:574] : INFO : Epoch 1799 | loss: 0.0311753 | val_loss: 0.0311917 | Time: 2266.96 ms [2022-03-10 21:12:35 main:574] : INFO : Epoch 1800 | loss: 0.0311751 | val_loss: 0.0311956 | Time: 2271.51 ms [2022-03-10 21:12:37 main:574] : INFO : Epoch 1801 | loss: 0.0311752 | val_loss: 0.0311976 | Time: 2300.93 ms [2022-03-10 21:12:40 main:574] : INFO : Epoch 1802 | loss: 0.0311716 | val_loss: 0.0311952 | Time: 2278.41 ms [2022-03-10 21:12:42 main:574] : INFO : Epoch 1803 | loss: 0.0311717 | val_loss: 0.0311918 | Time: 2333.53 ms [2022-03-10 21:12:44 main:574] : INFO : Epoch 1804 | loss: 0.0311719 | val_loss: 0.031197 | Time: 2369.57 ms [2022-03-10 21:12:47 main:574] : INFO : Epoch 1805 | loss: 0.0311789 | val_loss: 0.031192 | Time: 2380.28 ms [2022-03-10 21:12:49 main:574] : INFO : Epoch 1806 | loss: 0.0311798 | val_loss: 0.0311905 | Time: 2240.11 ms [2022-03-10 21:12:51 main:574] : INFO : Epoch 1807 | loss: 0.031176 | val_loss: 0.0311942 | Time: 2321.41 ms [2022-03-10 21:12:54 main:574] : INFO : Epoch 1808 | loss: 0.0311763 | val_loss: 0.0311903 | Time: 2303.51 ms [2022-03-10 21:12:56 main:574] : INFO : Epoch 1809 | loss: 0.0311764 | val_loss: 0.0311907 | Time: 2270.2 ms [2022-03-10 21:12:58 main:574] : INFO : Epoch 1810 | loss: 0.0311739 | val_loss: 0.0311901 | Time: 2361.65 ms [2022-03-10 21:13:01 main:574] : INFO : Epoch 1811 | loss: 0.0311779 | val_loss: 0.0311933 | Time: 2336.28 ms [2022-03-10 21:13:03 main:574] : INFO : Epoch 1812 | loss: 0.0311739 | val_loss: 0.0311912 | Time: 2311.78 ms [2022-03-10 21:13:05 main:574] : INFO : Epoch 1813 | loss: 0.0311726 | val_loss: 0.0311898 | Time: 2272.97 ms [2022-03-10 21:13:08 main:574] : INFO : Epoch 1814 | loss: 0.0311713 | val_loss: 0.0311902 | Time: 2304.81 ms [2022-03-10 21:13:10 main:574] : INFO : Epoch 1815 | loss: 0.031171 | val_loss: 0.0311923 | Time: 2271.37 ms [2022-03-10 21:13:12 main:574] : INFO : Epoch 1816 | loss: 0.0311697 | val_loss: 0.0311947 | Time: 2323.46 ms [2022-03-10 21:13:14 main:574] : INFO : Epoch 1817 | loss: 0.0311713 | val_loss: 0.0311918 | Time: 2344.32 ms [2022-03-10 21:13:17 main:574] : INFO : Epoch 1818 | loss: 0.0311698 | val_loss: 0.0311938 | Time: 2365.79 ms [2022-03-10 21:13:19 main:574] : INFO : Epoch 1819 | loss: 0.0311702 | val_loss: 0.0311908 | Time: 2262.66 ms [2022-03-10 21:13:21 main:574] : INFO : Epoch 1820 | loss: 0.0311686 | val_loss: 0.0311934 | Time: 2263.76 ms [2022-03-10 21:13:24 main:574] : INFO : Epoch 1821 | loss: 0.0311704 | val_loss: 0.0311925 | Time: 2241.04 ms [2022-03-10 21:13:26 main:574] : INFO : Epoch 1822 | loss: 0.0311696 | val_loss: 0.0311944 | Time: 2283.1 ms [2022-03-10 21:13:28 main:574] : INFO : Epoch 1823 | loss: 0.0311715 | val_loss: 0.0311919 | Time: 2287.06 ms [2022-03-10 21:13:31 main:574] : INFO : Epoch 1824 | loss: 0.0311701 | val_loss: 0.0311983 | Time: 2326.69 ms [2022-03-10 21:13:33 main:574] : INFO : Epoch 1825 | loss: 0.0311718 | val_loss: 0.0312006 | Time: 2283.77 ms [2022-03-10 21:13:35 main:574] : INFO : Epoch 1826 | loss: 0.0311838 | val_loss: 0.0311898 | Time: 2249.66 ms [2022-03-10 21:13:37 main:574] : INFO : Epoch 1827 | loss: 0.0311812 | val_loss: 0.0311895 | Time: 2243.32 ms [2022-03-10 21:13:40 main:574] : INFO : Epoch 1828 | loss: 0.0311811 | val_loss: 0.0311895 | Time: 2258.84 ms [2022-03-10 21:13:42 main:574] : INFO : Epoch 1829 | loss: 0.0311763 | val_loss: 0.0311874 | Time: 2266.44 ms [2022-03-10 21:13:44 main:574] : INFO : Epoch 1830 | loss: 0.0311802 | val_loss: 0.0311865 | Time: 2320.45 ms [2022-03-10 21:13:46 main:574] : INFO : Epoch 1831 | loss: 0.0311806 | val_loss: 0.0311861 | Time: 2283.95 ms [2022-03-10 21:13:49 main:574] : INFO : Epoch 1832 | loss: 0.0311773 | val_loss: 0.0311897 | Time: 2322.95 ms [2022-03-10 21:13:51 main:574] : INFO : Epoch 1833 | loss: 0.0311765 | val_loss: 0.0311882 | Time: 2296.82 ms [2022-03-10 21:13:53 main:574] : INFO : Epoch 1834 | loss: 0.0311749 | val_loss: 0.0311903 | Time: 2278.54 ms [2022-03-10 21:13:56 main:574] : INFO : Epoch 1835 | loss: 0.0311731 | val_loss: 0.0311874 | Time: 2320.84 ms [2022-03-10 21:13:58 main:574] : INFO : Epoch 1836 | loss: 0.0311715 | val_loss: 0.0311913 | Time: 2234.62 ms [2022-03-10 21:14:00 main:574] : INFO : Epoch 1837 | loss: 0.031174 | val_loss: 0.0311933 | Time: 2236.32 ms [2022-03-10 21:14:03 main:574] : INFO : Epoch 1838 | loss: 0.0311775 | val_loss: 0.031188 | Time: 2315.82 ms [2022-03-10 21:14:05 main:574] : INFO : Epoch 1839 | loss: 0.0311741 | val_loss: 0.0311857 | Time: 2296.21 ms [2022-03-10 21:14:07 main:574] : INFO : Epoch 1840 | loss: 0.0311708 | val_loss: 0.0311856 | Time: 2281.94 ms [2022-03-10 21:14:09 main:574] : INFO : Epoch 1841 | loss: 0.0311729 | val_loss: 0.0311871 | Time: 2248.94 ms [2022-03-10 21:14:12 main:574] : INFO : Epoch 1842 | loss: 0.0311746 | val_loss: 0.0311839 | Time: 2213.66 ms [2022-03-10 21:14:14 main:574] : INFO : Epoch 1843 | loss: 0.0311726 | val_loss: 0.0311851 | Time: 2313.27 ms [2022-03-10 21:14:16 main:574] : INFO : Epoch 1844 | loss: 0.0311695 | val_loss: 0.0311841 | Time: 2267.09 ms [2022-03-10 21:14:19 main:574] : INFO : Epoch 1845 | loss: 0.0311701 | val_loss: 0.0311864 | Time: 2294.52 ms [2022-03-10 21:14:21 main:574] : INFO : Epoch 1846 | loss: 0.0311678 | val_loss: 0.0311879 | Time: 2271.81 ms [2022-03-10 21:14:23 main:574] : INFO : Epoch 1847 | loss: 0.0311703 | val_loss: 0.0311948 | Time: 2322.46 ms [2022-03-10 21:14:25 main:574] : INFO : Epoch 1848 | loss: 0.0311722 | val_loss: 0.0311884 | Time: 2314.96 ms [2022-03-10 21:14:28 main:574] : INFO : Epoch 1849 | loss: 0.0311685 | val_loss: 0.0311901 | Time: 2280.96 ms [2022-03-10 21:14:30 main:574] : INFO : Epoch 1850 | loss: 0.0311698 | val_loss: 0.0311856 | Time: 2254.88 ms [2022-03-10 21:14:32 main:574] : INFO : Epoch 1851 | loss: 0.0311714 | val_loss: 0.0311891 | Time: 2282.89 ms [2022-03-10 21:14:35 main:574] : INFO : Epoch 1852 | loss: 0.0311713 | val_loss: 0.0311892 | Time: 2287.9 ms [2022-03-10 21:14:37 main:574] : INFO : Epoch 1853 | loss: 0.0311693 | val_loss: 0.0311871 | Time: 2223.55 ms [2022-03-10 21:14:39 main:574] : INFO : Epoch 1854 | loss: 0.031168 | val_loss: 0.0311902 | Time: 2274.91 ms [2022-03-10 21:14:41 main:574] : INFO : Epoch 1855 | loss: 0.0311692 | val_loss: 0.0312047 | Time: 2261.01 ms [2022-03-10 21:14:44 main:574] : INFO : Epoch 1856 | loss: 0.0311707 | val_loss: 0.0311895 | Time: 2279.61 ms [2022-03-10 21:14:46 main:574] : INFO : Epoch 1857 | loss: 0.0311666 | val_loss: 0.031189 | Time: 2252.75 ms [2022-03-10 21:14:48 main:574] : INFO : Epoch 1858 | loss: 0.0311703 | val_loss: 0.0311956 | Time: 2234.84 ms [2022-03-10 21:14:50 main:574] : INFO : Epoch 1859 | loss: 0.0311677 | val_loss: 0.0311916 | Time: 2279.37 ms [2022-03-10 21:14:53 main:574] : INFO : Epoch 1860 | loss: 0.0311662 | val_loss: 0.0311897 | Time: 2260.25 ms [2022-03-10 21:14:55 main:574] : INFO : Epoch 1861 | loss: 0.0311691 | val_loss: 0.0311892 | Time: 2297.34 ms [2022-03-10 21:14:57 main:574] : INFO : Epoch 1862 | loss: 0.0311696 | val_loss: 0.0311878 | Time: 2277.24 ms [2022-03-10 21:15:00 main:574] : INFO : Epoch 1863 | loss: 0.0311707 | val_loss: 0.0311944 | Time: 2292.77 ms [2022-03-10 21:15:02 main:574] : INFO : Epoch 1864 | loss: 0.0311746 | val_loss: 0.0311874 | Time: 2257.21 ms [2022-03-10 21:15:04 main:574] : INFO : Epoch 1865 | loss: 0.0311696 | val_loss: 0.0311867 | Time: 2272.21 ms [2022-03-10 21:15:06 main:574] : INFO : Epoch 1866 | loss: 0.0311676 | val_loss: 0.0311882 | Time: 2266.96 ms [2022-03-10 21:15:09 main:574] : INFO : Epoch 1867 | loss: 0.0311672 | val_loss: 0.0311897 | Time: 2271.36 ms [2022-03-10 21:15:11 main:574] : INFO : Epoch 1868 | loss: 0.0311673 | val_loss: 0.031188 | Time: 2329.09 ms [2022-03-10 21:15:13 main:574] : INFO : Epoch 1869 | loss: 0.0311699 | val_loss: 0.0311834 | Time: 2311.32 ms [2022-03-10 21:15:16 main:574] : INFO : Epoch 1870 | loss: 0.0311686 | val_loss: 0.031187 | Time: 2355.55 ms [2022-03-10 21:15:18 main:574] : INFO : Epoch 1871 | loss: 0.0311684 | val_loss: 0.0311916 | Time: 2312.47 ms [2022-03-10 21:15:20 main:574] : INFO : Epoch 1872 | loss: 0.0311656 | val_loss: 0.0311889 | Time: 2250.5 ms [2022-03-10 21:15:23 main:574] : INFO : Epoch 1873 | loss: 0.0311667 | val_loss: 0.0311888 | Time: 2276.02 ms [2022-03-10 21:15:25 main:574] : INFO : Epoch 1874 | loss: 0.0311726 | val_loss: 0.0311914 | Time: 2287.13 ms [2022-03-10 21:15:27 main:574] : INFO : Epoch 1875 | loss: 0.0311726 | val_loss: 0.0311861 | Time: 2219.73 ms [2022-03-10 21:15:29 main:574] : INFO : Epoch 1876 | loss: 0.0311702 | val_loss: 0.0312003 | Time: 2309.3 ms [2022-03-10 21:15:32 main:574] : INFO : Epoch 1877 | loss: 0.0311685 | val_loss: 0.031187 | Time: 2396.07 ms [2022-03-10 21:15:34 main:574] : INFO : Epoch 1878 | loss: 0.0311651 | val_loss: 0.0311881 | Time: 2293.61 ms [2022-03-10 21:15:36 main:574] : INFO : Epoch 1879 | loss: 0.0311655 | val_loss: 0.0311902 | Time: 2234.73 ms [2022-03-10 21:15:39 main:574] : INFO : Epoch 1880 | loss: 0.0311677 | val_loss: 0.0311905 | Time: 2308.11 ms [2022-03-10 21:15:41 main:574] : INFO : Epoch 1881 | loss: 0.0311658 | val_loss: 0.0311867 | Time: 2275.72 ms [2022-03-10 21:15:43 main:574] : INFO : Epoch 1882 | loss: 0.0311654 | val_loss: 0.0311895 | Time: 2257.21 ms [2022-03-10 21:15:45 main:574] : INFO : Epoch 1883 | loss: 0.031165 | val_loss: 0.0311877 | Time: 2276.67 ms [2022-03-10 21:15:48 main:574] : INFO : Epoch 1884 | loss: 0.031168 | val_loss: 0.031188 | Time: 2329.25 ms [2022-03-10 21:15:50 main:574] : INFO : Epoch 1885 | loss: 0.0311669 | val_loss: 0.0311882 | Time: 2359.97 ms [2022-03-10 21:15:52 main:574] : INFO : Epoch 1886 | loss: 0.0311633 | val_loss: 0.0311896 | Time: 2263.1 ms [2022-03-10 21:15:55 main:574] : INFO : Epoch 1887 | loss: 0.0311615 | val_loss: 0.031189 | Time: 2289.7 ms [2022-03-10 21:15:57 main:574] : INFO : Epoch 1888 | loss: 0.0311602 | val_loss: 0.0311882 | Time: 2339.79 ms [2022-03-10 21:15:59 main:574] : INFO : Epoch 1889 | loss: 0.0311656 | val_loss: 0.0311915 | Time: 2325.03 ms [2022-03-10 21:16:02 main:574] : INFO : Epoch 1890 | loss: 0.0311648 | val_loss: 0.0311931 | Time: 2327.1 ms [2022-03-10 21:16:04 main:574] : INFO : Epoch 1891 | loss: 0.0311667 | val_loss: 0.0312065 | Time: 2340.75 ms [2022-03-10 21:16:06 main:574] : INFO : Epoch 1892 | loss: 0.0311698 | val_loss: 0.0311939 | Time: 2238.85 ms [2022-03-10 21:16:09 main:574] : INFO : Epoch 1893 | loss: 0.031165 | val_loss: 0.03119 | Time: 2287.18 ms [2022-03-10 21:16:11 main:574] : INFO : Epoch 1894 | loss: 0.0311654 | val_loss: 0.0311859 | Time: 2312 ms [2022-03-10 21:16:13 main:574] : INFO : Epoch 1895 | loss: 0.0311661 | val_loss: 0.0311874 | Time: 2341.92 ms [2022-03-10 21:16:16 main:574] : INFO : Epoch 1896 | loss: 0.0311687 | val_loss: 0.031187 | Time: 2327.73 ms [2022-03-10 21:16:18 main:574] : INFO : Epoch 1897 | loss: 0.0311689 | val_loss: 0.0311833 | Time: 2339.28 ms [2022-03-10 21:16:20 main:574] : INFO : Epoch 1898 | loss: 0.0311692 | val_loss: 0.0311862 | Time: 2400.36 ms [2022-03-10 21:16:23 main:574] : INFO : Epoch 1899 | loss: 0.0311661 | val_loss: 0.0311855 | Time: 2287.82 ms [2022-03-10 21:16:25 main:574] : INFO : Epoch 1900 | loss: 0.0311637 | val_loss: 0.0311925 | Time: 2282.57 ms [2022-03-10 21:16:27 main:574] : INFO : Epoch 1901 | loss: 0.0311645 | val_loss: 0.0311859 | Time: 2261.57 ms [2022-03-10 21:16:30 main:574] : INFO : Epoch 1902 | loss: 0.0311631 | val_loss: 0.0311887 | Time: 2333.29 ms [2022-03-10 21:16:32 main:574] : INFO : Epoch 1903 | loss: 0.0311637 | val_loss: 0.0311921 | Time: 2281.08 ms [2022-03-10 21:16:34 main:574] : INFO : Epoch 1904 | loss: 0.0311636 | val_loss: 0.0311869 | Time: 2313.2 ms [2022-03-10 21:16:36 main:574] : INFO : Epoch 1905 | loss: 0.031164 | val_loss: 0.0311928 | Time: 2310.65 ms [2022-03-10 21:16:39 main:574] : INFO : Epoch 1906 | loss: 0.03116 | val_loss: 0.03119 | Time: 2301.28 ms [2022-03-10 21:16:41 main:574] : INFO : Epoch 1907 | loss: 0.0311588 | val_loss: 0.0311893 | Time: 2278.64 ms [2022-03-10 21:16:43 main:574] : INFO : Epoch 1908 | loss: 0.0311594 | val_loss: 0.0311937 | Time: 2285.2 ms [2022-03-10 21:16:46 main:574] : INFO : Epoch 1909 | loss: 0.0311618 | val_loss: 0.031188 | Time: 2337.69 ms [2022-03-10 21:16:48 main:574] : INFO : Epoch 1910 | loss: 0.0311602 | val_loss: 0.0311883 | Time: 2301.01 ms [2022-03-10 21:16:50 main:574] : INFO : Epoch 1911 | loss: 0.0311612 | val_loss: 0.0311974 | Time: 2338.28 ms [2022-03-10 21:16:53 main:574] : INFO : Epoch 1912 | loss: 0.0311599 | val_loss: 0.0311869 | Time: 2379.54 ms [2022-03-10 21:16:55 main:574] : INFO : Epoch 1913 | loss: 0.0311615 | val_loss: 0.0311904 | Time: 2259.51 ms [2022-03-10 21:16:57 main:574] : INFO : Epoch 1914 | loss: 0.0311619 | val_loss: 0.0311907 | Time: 2255.6 ms [2022-03-10 21:16:59 main:574] : INFO : Epoch 1915 | loss: 0.0311623 | val_loss: 0.0311856 | Time: 2263.65 ms [2022-03-10 21:17:02 main:574] : INFO : Epoch 1916 | loss: 0.031159 | val_loss: 0.0311872 | Time: 2254.95 ms [2022-03-10 21:17:04 main:574] : INFO : Epoch 1917 | loss: 0.0311582 | val_loss: 0.0311942 | Time: 2288.89 ms [2022-03-10 21:17:06 main:574] : INFO : Epoch 1918 | loss: 0.0311615 | val_loss: 0.0311921 | Time: 2332.94 ms [2022-03-10 21:17:09 main:574] : INFO : Epoch 1919 | loss: 0.0311594 | val_loss: 0.0311922 | Time: 2435.37 ms [2022-03-10 21:17:11 main:574] : INFO : Epoch 1920 | loss: 0.0311599 | val_loss: 0.0311942 | Time: 2286.09 ms [2022-03-10 21:17:13 main:574] : INFO : Epoch 1921 | loss: 0.0311564 | val_loss: 0.0311881 | Time: 2335.3 ms [2022-03-10 21:17:16 main:574] : INFO : Epoch 1922 | loss: 0.0311525 | val_loss: 0.0311889 | Time: 2336.59 ms [2022-03-10 21:17:18 main:574] : INFO : Epoch 1923 | loss: 0.0311543 | val_loss: 0.0311885 | Time: 2264.32 ms [2022-03-10 21:17:20 main:574] : INFO : Epoch 1924 | loss: 0.031154 | val_loss: 0.0311923 | Time: 2333.43 ms [2022-03-10 21:17:23 main:574] : INFO : Epoch 1925 | loss: 0.0311591 | val_loss: 0.0311895 | Time: 2395.85 ms [2022-03-10 21:17:25 main:574] : INFO : Epoch 1926 | loss: 0.0311627 | val_loss: 0.0311892 | Time: 2362.44 ms [2022-03-10 21:17:27 main:574] : INFO : Epoch 1927 | loss: 0.0311583 | val_loss: 0.0311886 | Time: 2329.14 ms [2022-03-10 21:17:30 main:574] : INFO : Epoch 1928 | loss: 0.0311562 | val_loss: 0.0311868 | Time: 2275.93 ms [2022-03-10 21:17:32 main:574] : INFO : Epoch 1929 | loss: 0.031158 | val_loss: 0.0311895 | Time: 2339.49 ms [2022-03-10 21:17:34 main:574] : INFO : Epoch 1930 | loss: 0.0311562 | val_loss: 0.0311886 | Time: 2274.56 ms [2022-03-10 21:17:37 main:574] : INFO : Epoch 1931 | loss: 0.0311541 | val_loss: 0.0311913 | Time: 2401.78 ms [2022-03-10 21:17:39 main:574] : INFO : Epoch 1932 | loss: 0.0311539 | val_loss: 0.0311851 | Time: 2350.14 ms [2022-03-10 21:17:41 main:574] : INFO : Epoch 1933 | loss: 0.031151 | val_loss: 0.0311907 | Time: 2338.15 ms [2022-03-10 21:17:44 main:574] : INFO : Epoch 1934 | loss: 0.0311508 | val_loss: 0.0311901 | Time: 2314.68 ms [2022-03-10 21:17:46 main:574] : INFO : Epoch 1935 | loss: 0.0311509 | val_loss: 0.0311926 | Time: 2353.01 ms [2022-03-10 21:17:48 main:574] : INFO : Epoch 1936 | loss: 0.0311533 | val_loss: 0.0311899 | Time: 2290.76 ms [2022-03-10 21:17:51 main:574] : INFO : Epoch 1937 | loss: 0.0311534 | val_loss: 0.0311892 | Time: 2453.03 ms [2022-03-10 21:17:53 main:574] : INFO : Epoch 1938 | loss: 0.0311539 | val_loss: 0.031194 | Time: 2341.03 ms [2022-03-10 21:17:56 main:574] : INFO : Epoch 1939 | loss: 0.0311516 | val_loss: 0.031192 | Time: 2327.49 ms [2022-03-10 21:17:58 main:574] : INFO : Epoch 1940 | loss: 0.0311518 | val_loss: 0.0311881 | Time: 2297.27 ms [2022-03-10 21:18:00 main:574] : INFO : Epoch 1941 | loss: 0.0311535 | val_loss: 0.0311914 | Time: 2252.61 ms [2022-03-10 21:18:03 main:574] : INFO : Epoch 1942 | loss: 0.031152 | val_loss: 0.0311943 | Time: 2353.78 ms [2022-03-10 21:18:05 main:574] : INFO : Epoch 1943 | loss: 0.0311543 | val_loss: 0.0311942 | Time: 2353.67 ms [2022-03-10 21:18:07 main:574] : INFO : Epoch 1944 | loss: 0.0311528 | val_loss: 0.0311867 | Time: 2404.27 ms [2022-03-10 21:18:10 main:574] : INFO : Epoch 1945 | loss: 0.0311545 | val_loss: 0.0311875 | Time: 2235.03 ms [2022-03-10 21:18:12 main:574] : INFO : Epoch 1946 | loss: 0.0311558 | val_loss: 0.0311936 | Time: 2246.07 ms [2022-03-10 21:18:14 main:574] : INFO : Epoch 1947 | loss: 0.0311566 | val_loss: 0.0311843 | Time: 2292.08 ms [2022-03-10 21:18:16 main:574] : INFO : Epoch 1948 | loss: 0.0311578 | val_loss: 0.0311954 | Time: 2241.15 ms [2022-03-10 21:18:19 main:574] : INFO : Epoch 1949 | loss: 0.031162 | val_loss: 0.0311894 | Time: 2278.93 ms [2022-03-10 21:18:21 main:574] : INFO : Epoch 1950 | loss: 0.0311606 | val_loss: 0.0311885 | Time: 2355.89 ms [2022-03-10 21:18:23 main:574] : INFO : Epoch 1951 | loss: 0.0311538 | val_loss: 0.0311843 | Time: 2260.78 ms [2022-03-10 21:18:26 main:574] : INFO : Epoch 1952 | loss: 0.0311553 | val_loss: 0.0311843 | Time: 2348.9 ms [2022-03-10 21:18:28 main:574] : INFO : Epoch 1953 | loss: 0.0311535 | val_loss: 0.0311933 | Time: 2335.88 ms [2022-03-10 21:18:30 main:574] : INFO : Epoch 1954 | loss: 0.0311551 | val_loss: 0.0311881 | Time: 2304.7 ms [2022-03-10 21:18:33 main:574] : INFO : Epoch 1955 | loss: 0.0311542 | val_loss: 0.0311949 | Time: 2279.85 ms [2022-03-10 21:18:35 main:574] : INFO : Epoch 1956 | loss: 0.0311505 | val_loss: 0.0311847 | Time: 2338.83 ms [2022-03-10 21:18:37 main:574] : INFO : Epoch 1957 | loss: 0.0311511 | val_loss: 0.0311885 | Time: 2347.93 ms [2022-03-10 21:18:40 main:574] : INFO : Epoch 1958 | loss: 0.0311485 | val_loss: 0.0311919 | Time: 2328.96 ms [2022-03-10 21:18:42 main:574] : INFO : Epoch 1959 | loss: 0.031151 | val_loss: 0.0311913 | Time: 2333.48 ms [2022-03-10 21:18:44 main:574] : INFO : Epoch 1960 | loss: 0.0311549 | val_loss: 0.0311907 | Time: 2294.5 ms [2022-03-10 21:18:46 main:574] : INFO : Epoch 1961 | loss: 0.0311668 | val_loss: 0.031204 | Time: 2313.84 ms [2022-03-10 21:18:49 main:574] : INFO : Epoch 1962 | loss: 0.0311978 | val_loss: 0.0311927 | Time: 2258.57 ms [2022-03-10 21:18:51 main:574] : INFO : Epoch 1963 | loss: 0.0311885 | val_loss: 0.0311869 | Time: 2301.63 ms [2022-03-10 21:18:53 main:574] : INFO : Epoch 1964 | loss: 0.0311833 | val_loss: 0.0311855 | Time: 2229.16 ms [2022-03-10 21:18:56 main:574] : INFO : Epoch 1965 | loss: 0.0311827 | val_loss: 0.0311858 | Time: 2329.25 ms [2022-03-10 21:18:58 main:574] : INFO : Epoch 1966 | loss: 0.0311793 | val_loss: 0.0311833 | Time: 2233.34 ms [2022-03-10 21:19:00 main:574] : INFO : Epoch 1967 | loss: 0.0311778 | val_loss: 0.0311875 | Time: 2231.15 ms [2022-03-10 21:19:02 main:574] : INFO : Epoch 1968 | loss: 0.0311783 | val_loss: 0.0311864 | Time: 2235.4 ms [2022-03-10 21:19:05 main:574] : INFO : Epoch 1969 | loss: 0.0311777 | val_loss: 0.0311846 | Time: 2247.29 ms [2022-03-10 21:19:07 main:574] : INFO : Epoch 1970 | loss: 0.0311737 | val_loss: 0.0311835 | Time: 2257.86 ms [2022-03-10 21:19:09 main:574] : INFO : Epoch 1971 | loss: 0.0311721 | val_loss: 0.0311815 | Time: 2278.93 ms [2022-03-10 21:19:11 main:574] : INFO : Epoch 1972 | loss: 0.0311729 | val_loss: 0.0311866 | Time: 2269.51 ms [2022-03-10 21:19:14 main:574] : INFO : Epoch 1973 | loss: 0.0311745 | val_loss: 0.0311808 | Time: 2266.04 ms [2022-03-10 21:19:16 main:574] : INFO : Epoch 1974 | loss: 0.031172 | val_loss: 0.0311839 | Time: 2236.83 ms [2022-03-10 21:19:18 main:574] : INFO : Epoch 1975 | loss: 0.0311744 | val_loss: 0.0311881 | Time: 2248.62 ms [2022-03-10 21:19:20 main:574] : INFO : Epoch 1976 | loss: 0.0311753 | val_loss: 0.0311889 | Time: 2274.7 ms [2022-03-10 21:19:23 main:574] : INFO : Epoch 1977 | loss: 0.031173 | val_loss: 0.0311861 | Time: 2228.52 ms [2022-03-10 21:19:25 main:574] : INFO : Epoch 1978 | loss: 0.0311686 | val_loss: 0.0311786 | Time: 2240.85 ms [2022-03-10 21:19:27 main:574] : INFO : Epoch 1979 | loss: 0.0311695 | val_loss: 0.0311843 | Time: 2274.31 ms [2022-03-10 21:19:29 main:574] : INFO : Epoch 1980 | loss: 0.0311682 | val_loss: 0.0311822 | Time: 2255.37 ms [2022-03-10 21:19:32 main:574] : INFO : Epoch 1981 | loss: 0.0311697 | val_loss: 0.0311889 | Time: 2281.58 ms [2022-03-10 21:19:34 main:574] : INFO : Epoch 1982 | loss: 0.0311685 | val_loss: 0.0311807 | Time: 2257.79 ms [2022-03-10 21:19:36 main:574] : INFO : Epoch 1983 | loss: 0.0311661 | val_loss: 0.0311795 | Time: 2227.8 ms [2022-03-10 21:19:39 main:574] : INFO : Epoch 1984 | loss: 0.0311688 | val_loss: 0.0311809 | Time: 2244.79 ms [2022-03-10 21:19:41 main:574] : INFO : Epoch 1985 | loss: 0.0311674 | val_loss: 0.0311806 | Time: 2247.83 ms [2022-03-10 21:19:43 main:574] : INFO : Epoch 1986 | loss: 0.0311646 | val_loss: 0.0311798 | Time: 2238.06 ms [2022-03-10 21:19:45 main:574] : INFO : Epoch 1987 | loss: 0.0311683 | val_loss: 0.0311809 | Time: 2296.75 ms [2022-03-10 21:19:48 main:574] : INFO : Epoch 1988 | loss: 0.0311651 | val_loss: 0.0311854 | Time: 2227.61 ms [2022-03-10 21:19:50 main:574] : INFO : Epoch 1989 | loss: 0.0311663 | val_loss: 0.0311869 | Time: 2246.31 ms [2022-03-10 21:19:52 main:574] : INFO : Epoch 1990 | loss: 0.0311648 | val_loss: 0.0311824 | Time: 2235.68 ms [2022-03-10 21:19:54 main:574] : INFO : Epoch 1991 | loss: 0.0311639 | val_loss: 0.0311828 | Time: 2250.89 ms [2022-03-10 21:19:57 main:574] : INFO : Epoch 1992 | loss: 0.0311636 | val_loss: 0.0311842 | Time: 2295 ms [2022-03-10 21:19:59 main:574] : INFO : Epoch 1993 | loss: 0.0311607 | val_loss: 0.0311832 | Time: 2275.29 ms [2022-03-10 21:20:01 main:574] : INFO : Epoch 1994 | loss: 0.0311613 | val_loss: 0.0311844 | Time: 2257.07 ms [2022-03-10 21:20:03 main:574] : INFO : Epoch 1995 | loss: 0.0311614 | val_loss: 0.0311864 | Time: 2238.83 ms [2022-03-10 21:20:06 main:574] : INFO : Epoch 1996 | loss: 0.0311611 | val_loss: 0.0311835 | Time: 2269.82 ms [2022-03-10 21:20:08 main:574] : INFO : Epoch 1997 | loss: 0.0311614 | val_loss: 0.0311855 | Time: 2315.45 ms [2022-03-10 21:20:10 main:574] : INFO : Epoch 1998 | loss: 0.0311627 | val_loss: 0.031183 | Time: 2273.92 ms [2022-03-10 21:20:13 main:574] : INFO : Epoch 1999 | loss: 0.0311616 | val_loss: 0.0311877 | Time: 2261.29 ms [2022-03-10 21:20:15 main:574] : INFO : Epoch 2000 | loss: 0.0311588 | val_loss: 0.0311876 | Time: 2272.34 ms [2022-03-10 21:20:17 main:574] : INFO : Epoch 2001 | loss: 0.0311612 | val_loss: 0.0311833 | Time: 2285.38 ms [2022-03-10 21:20:19 main:574] : INFO : Epoch 2002 | loss: 0.0311614 | val_loss: 0.0311897 | Time: 2254.7 ms [2022-03-10 21:20:22 main:574] : INFO : Epoch 2003 | loss: 0.0311613 | val_loss: 0.0311944 | Time: 2232.59 ms [2022-03-10 21:20:24 main:574] : INFO : Epoch 2004 | loss: 0.0311641 | val_loss: 0.0311836 | Time: 2276.15 ms [2022-03-10 21:20:26 main:574] : INFO : Epoch 2005 | loss: 0.0311601 | val_loss: 0.0311836 | Time: 2267.92 ms [2022-03-10 21:20:28 main:574] : INFO : Epoch 2006 | loss: 0.0311657 | val_loss: 0.0311813 | Time: 2259.26 ms [2022-03-10 21:20:31 main:574] : INFO : Epoch 2007 | loss: 0.0311649 | val_loss: 0.0311793 | Time: 2251.9 ms [2022-03-10 21:20:33 main:574] : INFO : Epoch 2008 | loss: 0.0311632 | val_loss: 0.031183 | Time: 2304.24 ms [2022-03-10 21:20:35 main:574] : INFO : Epoch 2009 | loss: 0.0311641 | val_loss: 0.0311827 | Time: 2293.61 ms [2022-03-10 21:20:38 main:574] : INFO : Epoch 2010 | loss: 0.0311673 | val_loss: 0.0311857 | Time: 2270.64 ms [2022-03-10 21:20:40 main:574] : INFO : Epoch 2011 | loss: 0.0311669 | val_loss: 0.0311793 | Time: 2311.77 ms [2022-03-10 21:20:42 main:574] : INFO : Epoch 2012 | loss: 0.0311643 | val_loss: 0.0311842 | Time: 2275.6 ms [2022-03-10 21:20:45 main:574] : INFO : Epoch 2013 | loss: 0.0311599 | val_loss: 0.0311833 | Time: 2327.63 ms [2022-03-10 21:20:47 main:574] : INFO : Epoch 2014 | loss: 0.0311602 | val_loss: 0.0311871 | Time: 2275.13 ms [2022-03-10 21:20:49 main:574] : INFO : Epoch 2015 | loss: 0.0311608 | val_loss: 0.0311901 | Time: 2309.11 ms [2022-03-10 21:20:51 main:574] : INFO : Epoch 2016 | loss: 0.031174 | val_loss: 0.0311835 | Time: 2304.88 ms [2022-03-10 21:20:54 main:574] : INFO : Epoch 2017 | loss: 0.0311755 | val_loss: 0.0311801 | Time: 2306.79 ms [2022-03-10 21:20:56 main:574] : INFO : Epoch 2018 | loss: 0.0311711 | val_loss: 0.0311837 | Time: 2255.3 ms [2022-03-10 21:20:58 main:574] : INFO : Epoch 2019 | loss: 0.0311696 | val_loss: 0.031185 | Time: 2320.35 ms [2022-03-10 21:21:01 main:574] : INFO : Epoch 2020 | loss: 0.031178 | val_loss: 0.0311789 | Time: 2353.75 ms [2022-03-10 21:21:03 main:574] : INFO : Epoch 2021 | loss: 0.0311728 | val_loss: 0.0311814 | Time: 2327.8 ms [2022-03-10 21:21:05 main:574] : INFO : Epoch 2022 | loss: 0.0311704 | val_loss: 0.0311778 | Time: 2296.52 ms [2022-03-10 21:21:08 main:574] : INFO : Epoch 2023 | loss: 0.0311702 | val_loss: 0.0311862 | Time: 2231.39 ms [2022-03-10 21:21:10 main:574] : INFO : Epoch 2024 | loss: 0.0311675 | val_loss: 0.0311789 | Time: 2240.85 ms [2022-03-10 21:21:12 main:574] : INFO : Epoch 2025 | loss: 0.0311657 | val_loss: 0.0311781 | Time: 2321.69 ms [2022-03-10 21:21:14 main:574] : INFO : Epoch 2026 | loss: 0.0311651 | val_loss: 0.0311827 | Time: 2315.34 ms [2022-03-10 21:21:17 main:574] : INFO : Epoch 2027 | loss: 0.0311638 | val_loss: 0.0311781 | Time: 2356.39 ms [2022-03-10 21:21:19 main:574] : INFO : Epoch 2028 | loss: 0.0311621 | val_loss: 0.0311799 | Time: 2280.19 ms [2022-03-10 21:21:21 main:574] : INFO : Epoch 2029 | loss: 0.0311639 | val_loss: 0.0311795 | Time: 2267.65 ms [2022-03-10 21:21:24 main:574] : INFO : Epoch 2030 | loss: 0.0311637 | val_loss: 0.0311838 | Time: 2300.69 ms [2022-03-10 21:21:26 main:574] : INFO : Epoch 2031 | loss: 0.0311644 | val_loss: 0.0311816 | Time: 2315 ms [2022-03-10 21:21:28 main:574] : INFO : Epoch 2032 | loss: 0.0311644 | val_loss: 0.0311894 | Time: 2310.77 ms [2022-03-10 21:21:31 main:574] : INFO : Epoch 2033 | loss: 0.0311622 | val_loss: 0.0311774 | Time: 2343.92 ms [2022-03-10 21:21:33 main:574] : INFO : Epoch 2034 | loss: 0.0311599 | val_loss: 0.0311774 | Time: 2410.21 ms [2022-03-10 21:21:35 main:574] : INFO : Epoch 2035 | loss: 0.0311603 | val_loss: 0.0311794 | Time: 2307.32 ms [2022-03-10 21:21:38 main:574] : INFO : Epoch 2036 | loss: 0.0311625 | val_loss: 0.0311836 | Time: 2301.44 ms [2022-03-10 21:21:40 main:574] : INFO : Epoch 2037 | loss: 0.031162 | val_loss: 0.0311799 | Time: 2299.21 ms [2022-03-10 21:21:42 main:574] : INFO : Epoch 2038 | loss: 0.0311598 | val_loss: 0.0311805 | Time: 2271.76 ms [2022-03-10 21:21:45 main:574] : INFO : Epoch 2039 | loss: 0.0311574 | val_loss: 0.03118 | Time: 2306.03 ms [2022-03-10 21:21:47 main:574] : INFO : Epoch 2040 | loss: 0.0311575 | val_loss: 0.0311856 | Time: 2392.27 ms [2022-03-10 21:21:49 main:574] : INFO : Epoch 2041 | loss: 0.0311573 | val_loss: 0.0311777 | Time: 2291.07 ms [2022-03-10 21:21:52 main:574] : INFO : Epoch 2042 | loss: 0.0311572 | val_loss: 0.0311784 | Time: 2303.75 ms [2022-03-10 21:21:54 main:574] : INFO : Epoch 2043 | loss: 0.0311568 | val_loss: 0.0311795 | Time: 2264.34 ms [2022-03-10 21:21:56 main:574] : INFO : Epoch 2044 | loss: 0.0311543 | val_loss: 0.0311847 | Time: 2333.36 ms [2022-03-10 21:21:58 main:574] : INFO : Epoch 2045 | loss: 0.0311544 | val_loss: 0.0311785 | Time: 2272.04 ms [2022-03-10 21:22:01 main:574] : INFO : Epoch 2046 | loss: 0.0311568 | val_loss: 0.03118 | Time: 2441.65 ms [2022-03-10 21:22:03 main:574] : INFO : Epoch 2047 | loss: 0.0311539 | val_loss: 0.0311799 | Time: 2367.58 ms [2022-03-10 21:22:06 main:574] : INFO : Epoch 2048 | loss: 0.0311546 | val_loss: 0.0311796 | Time: 2333.71 ms [2022-03-10 21:22:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311796 [2022-03-10 21:22:06 main:603] : INFO : Saving end state to config to file [2022-03-10 21:22:06 main:608] : INFO : Success, exiting.. 21:22:06 (28472): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)