Task 14624182
| Name | ParityModified-1647048695-25999-3-0_1 |
| Workunit | 11617791 |
| Created | 18 Apr 2022, 22:11:07 UTC |
| Sent | 18 Apr 2022, 22:11:27 UTC |
| Report deadline | 26 Apr 2022, 22:11:27 UTC |
| Received | 19 Apr 2022, 3:25:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 17 min 10 sec |
| CPU time | 1 hours 11 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310778 | val_loss: 0.0311616 | Time: 2167.85 ms [2022-04-19 05:06:27 main:574] : INFO : Epoch 1543 | loss: 0.0310752 | val_loss: 0.0311563 | Time: 2149.76 ms [2022-04-19 05:06:29 main:574] : INFO : Epoch 1544 | loss: 0.0310727 | val_loss: 0.0311584 | Time: 2154.67 ms [2022-04-19 05:06:32 main:574] : INFO : Epoch 1545 | loss: 0.0310843 | val_loss: 0.0311567 | Time: 2123.25 ms [2022-04-19 05:06:34 main:574] : INFO : Epoch 1546 | loss: 0.031082 | val_loss: 0.0311539 | Time: 2150.1 ms [2022-04-19 05:06:36 main:574] : INFO : Epoch 1547 | loss: 0.0310767 | val_loss: 0.0311595 | Time: 2166.59 ms [2022-04-19 05:06:38 main:574] : INFO : Epoch 1548 | loss: 0.0310762 | val_loss: 0.0311691 | Time: 2126.58 ms [2022-04-19 05:06:40 main:574] : INFO : Epoch 1549 | loss: 0.0310764 | val_loss: 0.0311686 | Time: 2156.97 ms [2022-04-19 05:06:43 main:574] : INFO : Epoch 1550 | loss: 0.0310779 | val_loss: 0.0311538 | Time: 2166.6 ms [2022-04-19 05:06:45 main:574] : INFO : Epoch 1551 | loss: 0.0310804 | val_loss: 0.0311576 | Time: 2134.34 ms [2022-04-19 05:06:47 main:574] : INFO : Epoch 1552 | loss: 0.0310763 | val_loss: 0.0311584 | Time: 2164 ms [2022-04-19 05:06:49 main:574] : INFO : Epoch 1553 | loss: 0.0311412 | val_loss: 0.0311719 | Time: 2171.46 ms [2022-04-19 05:06:51 main:574] : INFO : Epoch 1554 | loss: 0.0311637 | val_loss: 0.0311656 | Time: 2157.52 ms [2022-04-19 05:06:54 main:574] : INFO : Epoch 1555 | loss: 0.0311586 | val_loss: 0.031159 | Time: 2163.78 ms [2022-04-19 05:06:56 main:574] : INFO : Epoch 1556 | loss: 0.0311523 | val_loss: 0.0311555 | Time: 2146.96 ms [2022-04-19 05:06:58 main:574] : INFO : Epoch 1557 | loss: 0.0311461 | val_loss: 0.0311585 | Time: 2142.5 ms [2022-04-19 05:07:00 main:574] : INFO : Epoch 1558 | loss: 0.0311405 | val_loss: 0.0311515 | Time: 2178.8 ms [2022-04-19 05:07:03 main:574] : INFO : Epoch 1559 | loss: 0.0311381 | val_loss: 0.0311531 | Time: 2188.45 ms [2022-04-19 05:07:05 main:574] : INFO : Epoch 1560 | loss: 0.0311385 | val_loss: 0.0311546 | Time: 2129.47 ms [2022-04-19 05:07:07 main:574] : INFO : Epoch 1561 | loss: 0.0311382 | val_loss: 0.0311482 | Time: 2171.73 ms [2022-04-19 05:07:09 main:574] : INFO : Epoch 1562 | loss: 0.0311348 | val_loss: 0.0311452 | Time: 2172.02 ms [2022-04-19 05:07:11 main:574] : INFO : Epoch 1563 | loss: 0.031132 | val_loss: 0.0311448 | Time: 2184.64 ms [2022-04-19 05:07:14 main:574] : INFO : Epoch 1564 | loss: 0.0311321 | val_loss: 0.0311454 | Time: 2157.18 ms [2022-04-19 05:07:16 main:574] : INFO : Epoch 1565 | loss: 0.0311304 | val_loss: 0.0311434 | Time: 2196.81 ms [2022-04-19 05:07:19 main:574] : INFO : Epoch 1566 | loss: 0.0311278 | val_loss: 0.0311445 | Time: 2156.41 ms [2022-04-19 05:07:21 main:574] : INFO : Epoch 1567 | loss: 0.0311254 | val_loss: 0.0311451 | Time: 2163.73 ms [2022-04-19 05:07:23 main:574] : INFO : Epoch 1568 | loss: 0.0311231 | val_loss: 0.031141 | Time: 2165.42 ms [2022-04-19 05:07:25 main:574] : INFO : Epoch 1569 | loss: 0.0311222 | val_loss: 0.0311449 | Time: 2192.5 ms [2022-04-19 05:07:28 main:574] : INFO : Epoch 1570 | loss: 0.0311212 | val_loss: 0.0311457 | Time: 2199.71 ms [2022-04-19 05:07:30 main:574] : INFO : Epoch 1571 | loss: 0.0311228 | val_loss: 0.0311397 | Time: 2171.57 ms [2022-04-19 05:07:32 main:574] : INFO : Epoch 1572 | loss: 0.0311198 | val_loss: 0.03114 | Time: 2174.25 ms [2022-04-19 05:07:34 main:574] : INFO : Epoch 1573 | loss: 0.031118 | val_loss: 0.0311405 | Time: 2174.07 ms [2022-04-19 05:07:37 main:574] : INFO : Epoch 1574 | loss: 0.0311169 | val_loss: 0.0311408 | Time: 2203.85 ms [2022-04-19 05:07:39 main:574] : INFO : Epoch 1575 | loss: 0.0311166 | val_loss: 0.0311429 | Time: 2152.96 ms [2022-04-19 05:07:42 main:574] : INFO : Epoch 1576 | loss: 0.0311165 | val_loss: 0.0311419 | Time: 2196.33 ms [2022-04-19 05:07:44 main:574] : INFO : Epoch 1577 | loss: 0.031114 | val_loss: 0.0311384 | Time: 2177.99 ms [2022-04-19 05:07:46 main:574] : INFO : Epoch 1578 | loss: 0.0311133 | val_loss: 0.0311406 | Time: 2173.02 ms [2022-04-19 05:07:48 main:574] : INFO : Epoch 1579 | loss: 0.0311126 | val_loss: 0.0311384 | Time: 2140.82 ms [2022-04-19 05:07:50 main:574] : INFO : Epoch 1580 | loss: 0.031112 | val_loss: 0.0311385 | Time: 2152.68 ms [2022-04-19 05:07:53 main:574] : INFO : Epoch 1581 | loss: 0.0311104 | val_loss: 0.031141 | Time: 2176.19 ms [2022-04-19 05:07:55 main:574] : INFO : Epoch 1582 | loss: 0.0311118 | val_loss: 0.0311478 | Time: 2210.49 ms [2022-04-19 05:07:57 main:574] : INFO : Epoch 1583 | loss: 0.031112 | val_loss: 0.0311414 | Time: 2195.41 ms [2022-04-19 05:07:59 main:574] : INFO : Epoch 1584 | loss: 0.0311145 | val_loss: 0.0311391 | Time: 2141.19 ms [2022-04-19 05:08:02 main:574] : INFO : Epoch 1585 | loss: 0.0311151 | val_loss: 0.0311439 | Time: 2114.96 ms [2022-04-19 05:08:04 main:574] : INFO : Epoch 1586 | loss: 0.0311119 | val_loss: 0.0311426 | Time: 2160.1 ms [2022-04-19 05:08:06 main:574] : INFO : Epoch 1587 | loss: 0.0311138 | val_loss: 0.0311443 | Time: 2150.73 ms [2022-04-19 05:08:08 main:574] : INFO : Epoch 1588 | loss: 0.0311128 | val_loss: 0.0311424 | Time: 2159.73 ms [2022-04-19 05:08:11 main:574] : INFO : Epoch 1589 | loss: 0.0311107 | val_loss: 0.0311412 | Time: 2176.82 ms [2022-04-19 05:08:13 main:574] : INFO : Epoch 1590 | loss: 0.0311108 | val_loss: 0.031145 | Time: 2175.85 ms [2022-04-19 05:08:15 main:574] : INFO : Epoch 1591 | loss: 0.03111 | val_loss: 0.0311409 | Time: 2153.94 ms [2022-04-19 05:08:17 main:574] : INFO : Epoch 1592 | loss: 0.031108 | val_loss: 0.0311419 | Time: 2148.59 ms [2022-04-19 05:08:19 main:574] : INFO : Epoch 1593 | loss: 0.031109 | val_loss: 0.0311444 | Time: 2124.61 ms [2022-04-19 05:08:22 main:574] : INFO : Epoch 1594 | loss: 0.0311122 | val_loss: 0.0311441 | Time: 2159.08 ms [2022-04-19 05:08:24 main:574] : INFO : Epoch 1595 | loss: 0.0311187 | val_loss: 0.0311559 | Time: 2140.93 ms [2022-04-19 05:08:26 main:574] : INFO : Epoch 1596 | loss: 0.0311185 | val_loss: 0.0311469 | Time: 2168.02 ms [2022-04-19 05:08:28 main:574] : INFO : Epoch 1597 | loss: 0.0311166 | val_loss: 0.0311459 | Time: 2177.07 ms [2022-04-19 05:08:30 main:574] : INFO : Epoch 1598 | loss: 0.0311163 | val_loss: 0.0311523 | Time: 2130.14 ms [2022-04-19 05:08:33 main:574] : INFO : Epoch 1599 | loss: 0.0311148 | val_loss: 0.0311529 | Time: 2164.57 ms [2022-04-19 05:08:35 main:574] : INFO : Epoch 1600 | loss: 0.0311144 | val_loss: 0.0311538 | Time: 2127.82 ms [2022-04-19 05:08:37 main:574] : INFO : Epoch 1601 | loss: 0.0311109 | val_loss: 0.031146 | Time: 2188.38 ms [2022-04-19 05:08:39 main:574] : INFO : Epoch 1602 | loss: 0.0311094 | val_loss: 0.031158 | Time: 2167.18 ms [2022-04-19 05:08:41 main:574] : INFO : Epoch 1603 | loss: 0.0311093 | val_loss: 0.0311529 | Time: 2139.95 ms [2022-04-19 05:08:44 main:574] : INFO : Epoch 1604 | loss: 0.0311079 | val_loss: 0.0311487 | Time: 2143.59 ms [2022-04-19 05:08:46 main:574] : INFO : Epoch 1605 | loss: 0.0311058 | val_loss: 0.0311451 | Time: 2136 ms [2022-04-19 05:08:48 main:574] : INFO : Epoch 1606 | loss: 0.0311041 | val_loss: 0.0311453 | Time: 2138.96 ms [2022-04-19 05:08:50 main:574] : INFO : Epoch 1607 | loss: 0.0311036 | val_loss: 0.0311384 | Time: 2118.86 ms [2022-04-19 05:08:52 main:574] : INFO : Epoch 1608 | loss: 0.0311025 | val_loss: 0.0311426 | Time: 2160.71 ms [2022-04-19 05:08:55 main:574] : INFO : Epoch 1609 | loss: 0.0311012 | val_loss: 0.0311435 | Time: 2164.88 ms [2022-04-19 05:08:57 main:574] : INFO : Epoch 1610 | loss: 0.0310993 | val_loss: 0.0311451 | Time: 2171.71 ms [2022-04-19 05:08:59 main:574] : INFO : Epoch 1611 | loss: 0.0311004 | val_loss: 0.031151 | Time: 2149 ms [2022-04-19 05:09:01 main:574] : INFO : Epoch 1612 | loss: 0.0311014 | val_loss: 0.0311454 | Time: 2160.17 ms [2022-04-19 05:09:03 main:574] : INFO : Epoch 1613 | loss: 0.0311 | val_loss: 0.0311431 | Time: 2154.82 ms [2022-04-19 05:09:06 main:574] : INFO : Epoch 1614 | loss: 0.0310987 | val_loss: 0.0311417 | Time: 2162.16 ms [2022-04-19 05:09:08 main:574] : INFO : Epoch 1615 | loss: 0.0310979 | val_loss: 0.0311432 | Time: 2133.02 ms [2022-04-19 05:09:10 main:574] : INFO : Epoch 1616 | loss: 0.0311005 | val_loss: 0.0311365 | Time: 2161.29 ms [2022-04-19 05:09:12 main:574] : INFO : Epoch 1617 | loss: 0.0311112 | val_loss: 0.0311413 | Time: 2137.36 ms [2022-04-19 05:09:14 main:574] : INFO : Epoch 1618 | loss: 0.0311135 | val_loss: 0.0311451 | Time: 2141.22 ms [2022-04-19 05:09:17 main:574] : INFO : Epoch 1619 | loss: 0.0311185 | val_loss: 0.0311443 | Time: 2158.66 ms [2022-04-19 05:09:19 main:574] : INFO : Epoch 1620 | loss: 0.0311175 | val_loss: 0.0311467 | Time: 2119.83 ms [2022-04-19 05:09:21 main:574] : INFO : Epoch 1621 | loss: 0.0311167 | val_loss: 0.0311407 | Time: 2138.36 ms [2022-04-19 05:09:23 main:574] : INFO : Epoch 1622 | loss: 0.0311159 | val_loss: 0.031145 | Time: 2120.08 ms [2022-04-19 05:09:25 main:574] : INFO : Epoch 1623 | loss: 0.0311173 | val_loss: 0.0311448 | Time: 2137.48 ms [2022-04-19 05:09:28 main:574] : INFO : Epoch 1624 | loss: 0.0311387 | val_loss: 0.0311662 | Time: 2172.39 ms [2022-04-19 05:09:30 main:574] : INFO : Epoch 1625 | loss: 0.0311815 | val_loss: 0.0311864 | Time: 2151.67 ms [2022-04-19 05:09:32 main:574] : INFO : Epoch 1626 | loss: 0.031645 | val_loss: 0.0316338 | Time: 2126.65 ms [2022-04-19 05:09:34 main:574] : INFO : Epoch 1627 | loss: 0.0329083 | val_loss: 0.0315594 | Time: 2125.95 ms [2022-04-19 05:09:36 main:574] : INFO : Epoch 1628 | loss: 0.0404449 | val_loss: 0.0329445 | Time: 2138.02 ms [2022-04-19 05:09:39 main:574] : INFO : Epoch 1629 | loss: 0.0319626 | val_loss: 0.031334 | Time: 2160.57 ms [2022-04-19 05:09:41 main:574] : INFO : Epoch 1630 | loss: 0.0313726 | val_loss: 0.0312763 | Time: 2134.03 ms [2022-04-19 05:09:43 main:574] : INFO : Epoch 1631 | loss: 0.0312739 | val_loss: 0.0312616 | Time: 2139.25 ms [2022-04-19 05:09:46 main:574] : INFO : Epoch 1632 | loss: 0.0312535 | val_loss: 0.0312513 | Time: 2162.32 ms [2022-04-19 05:09:48 main:574] : INFO : Epoch 1633 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 2146.91 ms [2022-04-19 05:09:50 main:574] : INFO : Epoch 1634 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 2169.38 ms [2022-04-19 05:09:53 main:574] : INFO : Epoch 1635 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 2155.59 ms [2022-04-19 05:09:55 main:574] : INFO : Epoch 1636 | loss: 0.0312471 | val_loss: 0.0312482 | Time: 2093.97 ms [2022-04-19 05:09:57 main:574] : INFO : Epoch 1637 | loss: 0.0312474 | val_loss: 0.0312457 | Time: 2138.2 ms [2022-04-19 05:09:59 main:574] : INFO : Epoch 1638 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 2158.38 ms [2022-04-19 05:10:01 main:574] : INFO : Epoch 1639 | loss: 0.0312439 | val_loss: 0.0312434 | Time: 2133.91 ms [2022-04-19 05:10:04 main:574] : INFO : Epoch 1640 | loss: 0.0312427 | val_loss: 0.031242 | Time: 2150.2 ms [2022-04-19 05:10:06 main:574] : INFO : Epoch 1641 | loss: 0.0312409 | val_loss: 0.03124 | Time: 2152.26 ms [2022-04-19 05:10:08 main:574] : INFO : Epoch 1642 | loss: 0.0312402 | val_loss: 0.0312384 | Time: 2169.12 ms [2022-04-19 05:10:10 main:574] : INFO : Epoch 1643 | loss: 0.0312379 | val_loss: 0.0312362 | Time: 2142.99 ms [2022-04-19 05:10:13 main:574] : INFO : Epoch 1644 | loss: 0.0312396 | val_loss: 0.0312402 | Time: 2164.29 ms [2022-04-19 05:10:15 main:574] : INFO : Epoch 1645 | loss: 0.0312334 | val_loss: 0.0312332 | Time: 2191.8 ms [2022-04-19 05:10:17 main:574] : INFO : Epoch 1646 | loss: 0.0312307 | val_loss: 0.0312255 | Time: 2157.98 ms [2022-04-19 05:10:19 main:574] : INFO : Epoch 1647 | loss: 0.0312328 | val_loss: 0.0312329 | Time: 2159.27 ms [2022-04-19 05:10:22 main:574] : INFO : Epoch 1648 | loss: 0.0312319 | val_loss: 0.031229 | Time: 2163.88 ms [2022-04-19 05:10:24 main:574] : INFO : Epoch 1649 | loss: 0.0312309 | val_loss: 0.0312302 | Time: 2158.23 ms [2022-04-19 05:10:26 main:574] : INFO : Epoch 1650 | loss: 0.0312314 | val_loss: 0.0312265 | Time: 2132.41 ms [2022-04-19 05:10:28 main:574] : INFO : Epoch 1651 | loss: 0.0312277 | val_loss: 0.0312287 | Time: 2137.81 ms [2022-04-19 05:10:30 main:574] : INFO : Epoch 1652 | loss: 0.0312275 | val_loss: 0.0312259 | Time: 2157.85 ms [2022-04-19 05:10:33 main:574] : INFO : Epoch 1653 | loss: 0.0312253 | val_loss: 0.031225 | Time: 2147.89 ms [2022-04-19 05:10:35 main:574] : INFO : Epoch 1654 | loss: 0.0312236 | val_loss: 0.0312232 | Time: 2152.68 ms [2022-04-19 05:10:37 main:574] : INFO : Epoch 1655 | loss: 0.0312204 | val_loss: 0.0312211 | Time: 2154.04 ms [2022-04-19 05:10:39 main:574] : INFO : Epoch 1656 | loss: 0.0312197 | val_loss: 0.0312226 | Time: 2168.79 ms [2022-04-19 05:10:42 main:574] : INFO : Epoch 1657 | loss: 0.0312193 | val_loss: 0.0312189 | Time: 2175.82 ms [2022-04-19 05:10:44 main:574] : INFO : Epoch 1658 | loss: 0.0312198 | val_loss: 0.0312176 | Time: 2140.49 ms [2022-04-19 05:10:46 main:574] : INFO : Epoch 1659 | loss: 0.0312173 | val_loss: 0.0312172 | Time: 2149.8 ms [2022-04-19 05:10:48 main:574] : INFO : Epoch 1660 | loss: 0.0312177 | val_loss: 0.0312204 | Time: 2174.45 ms [2022-04-19 05:10:50 main:574] : INFO : Epoch 1661 | loss: 0.0312261 | val_loss: 0.0312379 | Time: 2154.26 ms [2022-04-19 05:10:53 main:574] : INFO : Epoch 1662 | loss: 0.0312223 | val_loss: 0.0312204 | Time: 2187.22 ms [2022-04-19 05:10:55 main:574] : INFO : Epoch 1663 | loss: 0.0312181 | val_loss: 0.031217 | Time: 2179.81 ms [2022-04-19 05:10:57 main:574] : INFO : Epoch 1664 | loss: 0.0312169 | val_loss: 0.0312254 | Time: 2210.69 ms [2022-04-19 05:10:59 main:574] : INFO : Epoch 1665 | loss: 0.0312205 | val_loss: 0.0312198 | Time: 2182.12 ms [2022-04-19 05:11:02 main:574] : INFO : Epoch 1666 | loss: 0.0312209 | val_loss: 0.0312269 | Time: 2193.6 ms [2022-04-19 05:11:04 main:574] : INFO : Epoch 1667 | loss: 0.0312165 | val_loss: 0.0312141 | Time: 2184.23 ms [2022-04-19 05:11:06 main:574] : INFO : Epoch 1668 | loss: 0.0312185 | val_loss: 0.0312139 | Time: 2144.83 ms [2022-04-19 05:11:08 main:574] : INFO : Epoch 1669 | loss: 0.0312138 | val_loss: 0.0312128 | Time: 2152.87 ms [2022-04-19 05:11:11 main:574] : INFO : Epoch 1670 | loss: 0.0312133 | val_loss: 0.0312224 | Time: 2135.16 ms [2022-04-19 05:11:13 main:574] : INFO : Epoch 1671 | loss: 0.0312159 | val_loss: 0.0312139 | Time: 2169.67 ms [2022-04-19 05:11:15 main:574] : INFO : Epoch 1672 | loss: 0.0312162 | val_loss: 0.0312212 | Time: 2174.82 ms [2022-04-19 05:11:17 main:574] : INFO : Epoch 1673 | loss: 0.0312186 | val_loss: 0.0312151 | Time: 2178.78 ms [2022-04-19 05:11:19 main:574] : INFO : Epoch 1674 | loss: 0.0312161 | val_loss: 0.0312149 | Time: 2141.03 ms [2022-04-19 05:11:22 main:574] : INFO : Epoch 1675 | loss: 0.0312138 | val_loss: 0.031213 | Time: 2162.36 ms [2022-04-19 05:11:24 main:574] : INFO : Epoch 1676 | loss: 0.0312159 | val_loss: 0.031215 | Time: 2154.61 ms [2022-04-19 05:11:26 main:574] : INFO : Epoch 1677 | loss: 0.0312141 | val_loss: 0.0312134 | Time: 2169.51 ms [2022-04-19 05:11:28 main:574] : INFO : Epoch 1678 | loss: 0.0312144 | val_loss: 0.0312129 | Time: 2159.65 ms [2022-04-19 05:11:31 main:574] : INFO : Epoch 1679 | loss: 0.0312123 | val_loss: 0.0312154 | Time: 2119 ms [2022-04-19 05:11:33 main:574] : INFO : Epoch 1680 | loss: 0.0312166 | val_loss: 0.0312197 | Time: 2184.67 ms [2022-04-19 05:11:35 main:574] : INFO : Epoch 1681 | loss: 0.0312143 | val_loss: 0.0312159 | Time: 2157.61 ms [2022-04-19 05:11:37 main:574] : INFO : Epoch 1682 | loss: 0.0312128 | val_loss: 0.0312125 | Time: 2130.06 ms [2022-04-19 05:11:39 main:574] : INFO : Epoch 1683 | loss: 0.0312121 | val_loss: 0.0312112 | Time: 2158.05 ms [2022-04-19 05:11:42 main:574] : INFO : Epoch 1684 | loss: 0.0312121 | val_loss: 0.0312173 | Time: 2153.69 ms [2022-04-19 05:11:44 main:574] : INFO : Epoch 1685 | loss: 0.0312185 | val_loss: 0.0312184 | Time: 2161.34 ms [2022-04-19 05:11:46 main:574] : INFO : Epoch 1686 | loss: 0.031221 | val_loss: 0.031215 | Time: 2139 ms [2022-04-19 05:11:48 main:574] : INFO : Epoch 1687 | loss: 0.0312204 | val_loss: 0.0312143 | Time: 2161.8 ms [2022-04-19 05:11:50 main:574] : INFO : Epoch 1688 | loss: 0.0312174 | val_loss: 0.0312137 | Time: 2154.34 ms [2022-04-19 05:11:53 main:574] : INFO : Epoch 1689 | loss: 0.0312213 | val_loss: 0.0312149 | Time: 2154.82 ms [2022-04-19 05:11:55 main:574] : INFO : Epoch 1690 | loss: 0.0312203 | val_loss: 0.0312186 | Time: 2113.59 ms [2022-04-19 05:11:57 main:574] : INFO : Epoch 1691 | loss: 0.0312178 | val_loss: 0.0312156 | Time: 2135.9 ms [2022-04-19 05:11:59 main:574] : INFO : Epoch 1692 | loss: 0.031218 | val_loss: 0.0312151 | Time: 2164.14 ms [2022-04-19 05:12:01 main:574] : INFO : Epoch 1693 | loss: 0.0312207 | val_loss: 0.031217 | Time: 2140.62 ms [2022-04-19 05:12:04 main:574] : INFO : Epoch 1694 | loss: 0.0312211 | val_loss: 0.0312271 | Time: 2152.28 ms [2022-04-19 05:12:06 main:574] : INFO : Epoch 1695 | loss: 0.0312186 | val_loss: 0.0312177 | Time: 2153.62 ms [2022-04-19 05:12:08 main:574] : INFO : Epoch 1696 | loss: 0.0312167 | val_loss: 0.0312151 | Time: 2136.87 ms [2022-04-19 05:12:10 main:574] : INFO : Epoch 1697 | loss: 0.0312183 | val_loss: 0.0312237 | Time: 2114.97 ms [2022-04-19 05:12:12 main:574] : INFO : Epoch 1698 | loss: 0.031218 | val_loss: 0.0312137 | Time: 2159.81 ms [2022-04-19 05:12:15 main:574] : INFO : Epoch 1699 | loss: 0.0312153 | val_loss: 0.0312133 | Time: 2130 ms [2022-04-19 05:12:17 main:574] : INFO : Epoch 1700 | loss: 0.0312177 | val_loss: 0.0312158 | Time: 2156.15 ms [2022-04-19 05:12:19 main:574] : INFO : Epoch 1701 | loss: 0.0312231 | val_loss: 0.0312156 | Time: 2152.45 ms [2022-04-19 05:12:21 main:574] : INFO : Epoch 1702 | loss: 0.0312193 | val_loss: 0.031214 | Time: 2153.46 ms [2022-04-19 05:12:23 main:574] : INFO : Epoch 1703 | loss: 0.031214 | val_loss: 0.0312129 | Time: 2123.61 ms [2022-04-19 05:12:26 main:574] : INFO : Epoch 1704 | loss: 0.0312148 | val_loss: 0.031216 | Time: 2119.47 ms [2022-04-19 05:12:28 main:574] : INFO : Epoch 1705 | loss: 0.0312155 | val_loss: 0.0312113 | Time: 2169.17 ms [2022-04-19 05:12:30 main:574] : INFO : Epoch 1706 | loss: 0.0312164 | val_loss: 0.0312124 | Time: 2182.39 ms [2022-04-19 05:12:32 main:574] : INFO : Epoch 1707 | loss: 0.0312194 | val_loss: 0.0312152 | Time: 2181.95 ms [2022-04-19 05:12:34 main:574] : INFO : Epoch 1708 | loss: 0.0312183 | val_loss: 0.0312121 | Time: 2200.49 ms [2022-04-19 05:12:37 main:574] : INFO : Epoch 1709 | loss: 0.0312141 | val_loss: 0.0312139 | Time: 2193.76 ms [2022-04-19 05:12:39 main:574] : INFO : Epoch 1710 | loss: 0.0312135 | val_loss: 0.0312131 | Time: 2164.47 ms [2022-04-19 05:12:41 main:574] : INFO : Epoch 1711 | loss: 0.0312128 | val_loss: 0.0312119 | Time: 2144.61 ms [2022-04-19 05:12:43 main:574] : INFO : Epoch 1712 | loss: 0.0312117 | val_loss: 0.0312124 | Time: 2142.26 ms [2022-04-19 05:12:46 main:574] : INFO : Epoch 1713 | loss: 0.0312139 | val_loss: 0.0312147 | Time: 2156 ms [2022-04-19 05:12:48 main:574] : INFO : Epoch 1714 | loss: 0.0312142 | val_loss: 0.0312116 | Time: 2154.61 ms [2022-04-19 05:12:50 main:574] : INFO : Epoch 1715 | loss: 0.0312138 | val_loss: 0.0312122 | Time: 2129.91 ms [2022-04-19 05:12:52 main:574] : INFO : Epoch 1716 | loss: 0.0312164 | val_loss: 0.0312174 | Time: 2169.01 ms [2022-04-19 05:12:54 main:574] : INFO : Epoch 1717 | loss: 0.0312142 | val_loss: 0.0312123 | Time: 2149.72 ms [2022-04-19 05:12:57 main:574] : INFO : Epoch 1718 | loss: 0.0312149 | val_loss: 0.0312116 | Time: 2152.7 ms [2022-04-19 05:12:59 main:574] : INFO : Epoch 1719 | loss: 0.0312176 | val_loss: 0.031216 | Time: 2166.84 ms [2022-04-19 05:13:01 main:574] : INFO : Epoch 1720 | loss: 0.0312154 | val_loss: 0.0312186 | Time: 2138.09 ms [2022-04-19 05:13:03 main:574] : INFO : Epoch 1721 | loss: 0.031219 | val_loss: 0.031215 | Time: 2168.83 ms [2022-04-19 05:13:05 main:574] : INFO : Epoch 1722 | loss: 0.0312166 | val_loss: 0.0312182 | Time: 2184.86 ms [2022-04-19 05:13:08 main:574] : INFO : Epoch 1723 | loss: 0.0312235 | val_loss: 0.0312179 | Time: 2157.28 ms [2022-04-19 05:13:10 main:574] : INFO : Epoch 1724 | loss: 0.031223 | val_loss: 0.031218 | Time: 2152.45 ms [2022-04-19 05:13:12 main:574] : INFO : Epoch 1725 | loss: 0.0312197 | val_loss: 0.0312154 | Time: 2118.8 ms [2022-04-19 05:13:14 main:574] : INFO : Epoch 1726 | loss: 0.0312218 | val_loss: 0.0312148 | Time: 2192.07 ms [2022-04-19 05:13:16 main:574] : INFO : Epoch 1727 | loss: 0.0312186 | val_loss: 0.031214 | Time: 2132.77 ms [2022-04-19 05:13:19 main:574] : INFO : Epoch 1728 | loss: 0.0312201 | val_loss: 0.0312179 | Time: 2172.95 ms [2022-04-19 05:13:21 main:574] : INFO : Epoch 1729 | loss: 0.0312243 | val_loss: 0.0312282 | Time: 2170.78 ms [2022-04-19 05:13:23 main:574] : INFO : Epoch 1730 | loss: 0.0312224 | val_loss: 0.0312196 | Time: 2184.09 ms [2022-04-19 05:13:25 main:574] : INFO : Epoch 1731 | loss: 0.0312183 | val_loss: 0.0312133 | Time: 2151.74 ms [2022-04-19 05:13:28 main:574] : INFO : Epoch 1732 | loss: 0.0312165 | val_loss: 0.0312131 | Time: 2158.47 ms [2022-04-19 05:13:30 main:574] : INFO : Epoch 1733 | loss: 0.0312162 | val_loss: 0.0312245 | Time: 2135.27 ms [2022-04-19 05:13:32 main:574] : INFO : Epoch 1734 | loss: 0.0312175 | val_loss: 0.0312118 | Time: 2110.24 ms [2022-04-19 05:13:34 main:574] : INFO : Epoch 1735 | loss: 0.0312126 | val_loss: 0.0312124 | Time: 2161.94 ms [2022-04-19 05:13:36 main:574] : INFO : Epoch 1736 | loss: 0.0312128 | val_loss: 0.031211 | Time: 2129.74 ms [2022-04-19 05:13:39 main:574] : INFO : Epoch 1737 | loss: 0.0312122 | val_loss: 0.0312111 | Time: 2172.46 ms [2022-04-19 05:13:41 main:574] : INFO : Epoch 1738 | loss: 0.031212 | val_loss: 0.0312124 | Time: 2123.42 ms [2022-04-19 05:13:43 main:574] : INFO : Epoch 1739 | loss: 0.0312198 | val_loss: 0.0312334 | Time: 2141.19 ms [2022-04-19 05:13:45 main:574] : INFO : Epoch 1740 | loss: 0.0312256 | val_loss: 0.0312135 | Time: 2118.33 ms [2022-04-19 05:13:47 main:574] : INFO : Epoch 1741 | loss: 0.0312248 | val_loss: 0.0312205 | Time: 2163.74 ms [2022-04-19 05:13:49 main:574] : INFO : Epoch 1742 | loss: 0.0312162 | val_loss: 0.0312118 | Time: 2139.76 ms [2022-04-19 05:13:52 main:574] : INFO : Epoch 1743 | loss: 0.0312119 | val_loss: 0.0312114 | Time: 2137.19 ms [2022-04-19 05:13:54 main:574] : INFO : Epoch 1744 | loss: 0.0312117 | val_loss: 0.0312108 | Time: 2112.42 ms [2022-04-19 05:13:56 main:574] : INFO : Epoch 1745 | loss: 0.0312154 | val_loss: 0.0312198 | Time: 2143.43 ms [2022-04-19 05:13:58 main:574] : INFO : Epoch 1746 | loss: 0.0312176 | val_loss: 0.0312171 | Time: 2116.41 ms [2022-04-19 05:14:00 main:574] : INFO : Epoch 1747 | loss: 0.0312141 | val_loss: 0.0312186 | Time: 2136.99 ms [2022-04-19 05:14:03 main:574] : INFO : Epoch 1748 | loss: 0.0312149 | val_loss: 0.0312113 | Time: 2143.01 ms [2022-04-19 05:14:05 main:574] : INFO : Epoch 1749 | loss: 0.0312107 | val_loss: 0.0312098 | Time: 2130.69 ms [2022-04-19 05:14:07 main:574] : INFO : Epoch 1750 | loss: 0.0312107 | val_loss: 0.0312091 | Time: 2142.85 ms [2022-04-19 05:14:09 main:574] : INFO : Epoch 1751 | loss: 0.0312105 | val_loss: 0.0312079 | Time: 2162.67 ms [2022-04-19 05:14:12 main:574] : INFO : Epoch 1752 | loss: 0.0312102 | val_loss: 0.0312119 | Time: 2156.68 ms [2022-04-19 05:14:14 main:574] : INFO : Epoch 1753 | loss: 0.031211 | val_loss: 0.031211 | Time: 2160.76 ms [2022-04-19 05:14:16 main:574] : INFO : Epoch 1754 | loss: 0.0312121 | val_loss: 0.0312126 | Time: 2139.88 ms [2022-04-19 05:14:18 main:574] : INFO : Epoch 1755 | loss: 0.0312149 | val_loss: 0.0312096 | Time: 2148.49 ms [2022-04-19 05:14:20 main:574] : INFO : Epoch 1756 | loss: 0.0312151 | val_loss: 0.0312091 | Time: 2155.45 ms [2022-04-19 05:14:23 main:574] : INFO : Epoch 1757 | loss: 0.0312095 | val_loss: 0.0312146 | Time: 2159.83 ms [2022-04-19 05:14:25 main:574] : INFO : Epoch 1758 | loss: 0.0312143 | val_loss: 0.0312262 | Time: 2142.43 ms [2022-04-19 05:14:27 main:574] : INFO : Epoch 1759 | loss: 0.0312203 | val_loss: 0.0312118 | Time: 2139.01 ms [2022-04-19 05:14:29 main:574] : INFO : Epoch 1760 | loss: 0.0312144 | val_loss: 0.0312209 | Time: 2163.21 ms [2022-04-19 05:14:31 main:574] : INFO : Epoch 1761 | loss: 0.0312103 | val_loss: 0.0312081 | Time: 2171.11 ms [2022-04-19 05:14:34 main:574] : INFO : Epoch 1762 | loss: 0.0312072 | val_loss: 0.0312095 | Time: 2160.16 ms [2022-04-19 05:14:36 main:574] : INFO : Epoch 1763 | loss: 0.031208 | val_loss: 0.0312078 | Time: 2126.1 ms [2022-04-19 05:14:38 main:574] : INFO : Epoch 1764 | loss: 0.0312074 | val_loss: 0.0312092 | Time: 2141.36 ms [2022-04-19 05:14:40 main:574] : INFO : Epoch 1765 | loss: 0.031207 | val_loss: 0.0312077 | Time: 2122.65 ms [2022-04-19 05:14:42 main:574] : INFO : Epoch 1766 | loss: 0.0312068 | val_loss: 0.0312098 | Time: 2134.31 ms [2022-04-19 05:14:45 main:574] : INFO : Epoch 1767 | loss: 0.0312068 | val_loss: 0.0312073 | Time: 2163.74 ms [2022-04-19 05:14:47 main:574] : INFO : Epoch 1768 | loss: 0.0312079 | val_loss: 0.0312054 | Time: 2138.05 ms [2022-04-19 05:14:49 main:574] : INFO : Epoch 1769 | loss: 0.0312091 | val_loss: 0.0312058 | Time: 2122.58 ms [2022-04-19 05:14:51 main:574] : INFO : Epoch 1770 | loss: 0.0312114 | val_loss: 0.0312093 | Time: 2115.61 ms [2022-04-19 05:14:53 main:574] : INFO : Epoch 1771 | loss: 0.0312103 | val_loss: 0.0312117 | Time: 2122.84 ms [2022-04-19 05:14:56 main:574] : INFO : Epoch 1772 | loss: 0.0312096 | val_loss: 0.0312066 | Time: 2196.37 ms [2022-04-19 05:14:58 main:574] : INFO : Epoch 1773 | loss: 0.031205 | val_loss: 0.0312082 | Time: 2158.07 ms [2022-04-19 05:15:00 main:574] : INFO : Epoch 1774 | loss: 0.0312078 | val_loss: 0.0312082 | Time: 2181.9 ms [2022-04-19 05:15:02 main:574] : INFO : Epoch 1775 | loss: 0.0312096 | val_loss: 0.0312099 | Time: 2143.25 ms [2022-04-19 05:15:05 main:574] : INFO : Epoch 1776 | loss: 0.0312074 | val_loss: 0.0312078 | Time: 2147.22 ms [2022-04-19 05:15:07 main:574] : INFO : Epoch 1777 | loss: 0.0312064 | val_loss: 0.0312176 | Time: 2126.12 ms [2022-04-19 05:15:09 main:574] : INFO : Epoch 1778 | loss: 0.0312074 | val_loss: 0.0312076 | Time: 2171.46 ms [2022-04-19 05:15:11 main:574] : INFO : Epoch 1779 | loss: 0.031205 | val_loss: 0.0312052 | Time: 2110.9 ms [2022-04-19 05:15:13 main:574] : INFO : Epoch 1780 | loss: 0.0312033 | val_loss: 0.0312067 | Time: 2139.16 ms [2022-04-19 05:15:16 main:574] : INFO : Epoch 1781 | loss: 0.0312058 | val_loss: 0.0312072 | Time: 2210.2 ms [2022-04-19 05:15:18 main:574] : INFO : Epoch 1782 | loss: 0.0312078 | val_loss: 0.0312176 | Time: 2164.85 ms [2022-04-19 05:15:20 main:574] : INFO : Epoch 1783 | loss: 0.0312161 | val_loss: 0.031228 | Time: 2150.45 ms [2022-04-19 05:15:22 main:574] : INFO : Epoch 1784 | loss: 0.0312147 | val_loss: 0.0312112 | Time: 2142.62 ms [2022-04-19 05:15:24 main:574] : INFO : Epoch 1785 | loss: 0.0312086 | val_loss: 0.0312104 | Time: 2136.34 ms [2022-04-19 05:15:27 main:574] : INFO : Epoch 1786 | loss: 0.031209 | val_loss: 0.031213 | Time: 2152.49 ms [2022-04-19 05:15:29 main:574] : INFO : Epoch 1787 | loss: 0.0312093 | val_loss: 0.0312073 | Time: 2161.5 ms [2022-04-19 05:15:31 main:574] : INFO : Epoch 1788 | loss: 0.0312059 | val_loss: 0.0312063 | Time: 2111.88 ms [2022-04-19 05:15:33 main:574] : INFO : Epoch 1789 | loss: 0.0312053 | val_loss: 0.031207 | Time: 2128.94 ms [2022-04-19 05:15:35 main:574] : INFO : Epoch 1790 | loss: 0.0312076 | val_loss: 0.0312077 | Time: 2156.28 ms [2022-04-19 05:15:38 main:574] : INFO : Epoch 1791 | loss: 0.0312069 | val_loss: 0.0312071 | Time: 2143.54 ms [2022-04-19 05:15:40 main:574] : INFO : Epoch 1792 | loss: 0.0312093 | val_loss: 0.0312109 | Time: 2273.49 ms [2022-04-19 05:15:42 main:574] : INFO : Epoch 1793 | loss: 0.0312089 | val_loss: 0.0312148 | Time: 2117.84 ms [2022-04-19 05:15:44 main:574] : INFO : Epoch 1794 | loss: 0.0312087 | val_loss: 0.0312088 | Time: 2174.79 ms [2022-04-19 05:15:46 main:574] : INFO : Epoch 1795 | loss: 0.0312079 | val_loss: 0.0312075 | Time: 2127.98 ms [2022-04-19 05:15:49 main:574] : INFO : Epoch 1796 | loss: 0.0312059 | val_loss: 0.031208 | Time: 2127.64 ms [2022-04-19 05:15:51 main:574] : INFO : Epoch 1797 | loss: 0.0312051 | val_loss: 0.0312072 | Time: 2113.54 ms [2022-04-19 05:15:53 main:574] : INFO : Epoch 1798 | loss: 0.0312048 | val_loss: 0.0312065 | Time: 2166.22 ms [2022-04-19 05:15:55 main:574] : INFO : Epoch 1799 | loss: 0.0312051 | val_loss: 0.0312088 | Time: 2160.04 ms [2022-04-19 05:15:58 main:574] : INFO : Epoch 1800 | loss: 0.0312072 | val_loss: 0.031205 | Time: 2147.48 ms [2022-04-19 05:16:00 main:574] : INFO : Epoch 1801 | loss: 0.0312097 | val_loss: 0.0312058 | Time: 2097.83 ms [2022-04-19 05:16:02 main:574] : INFO : Epoch 1802 | loss: 0.0312042 | val_loss: 0.0312069 | Time: 2156.38 ms [2022-04-19 05:16:04 main:574] : INFO : Epoch 1803 | loss: 0.031205 | val_loss: 0.0312061 | Time: 2171.51 ms [2022-04-19 05:16:06 main:574] : INFO : Epoch 1804 | loss: 0.031204 | val_loss: 0.0312067 | Time: 2165.58 ms [2022-04-19 05:16:09 main:574] : INFO : Epoch 1805 | loss: 0.0312064 | val_loss: 0.031209 | Time: 2220.44 ms [2022-04-19 05:16:11 main:574] : INFO : Epoch 1806 | loss: 0.0312049 | val_loss: 0.0312082 | Time: 2144.28 ms [2022-04-19 05:16:13 main:574] : INFO : Epoch 1807 | loss: 0.0312059 | val_loss: 0.0312057 | Time: 2174.27 ms [2022-04-19 05:16:16 main:574] : INFO : Epoch 1808 | loss: 0.0312056 | val_loss: 0.0312036 | Time: 2191.54 ms [2022-04-19 05:16:18 main:574] : INFO : Epoch 1809 | loss: 0.0312063 | val_loss: 0.0312033 | Time: 2160.23 ms [2022-04-19 05:16:20 main:574] : INFO : Epoch 1810 | loss: 0.0312066 | val_loss: 0.0312025 | Time: 2166.7 ms [2022-04-19 05:16:22 main:574] : INFO : Epoch 1811 | loss: 0.0312075 | val_loss: 0.0312055 | Time: 2159.35 ms [2022-04-19 05:16:25 main:574] : INFO : Epoch 1812 | loss: 0.0312074 | val_loss: 0.0312088 | Time: 2178.71 ms [2022-04-19 05:16:27 main:574] : INFO : Epoch 1813 | loss: 0.0312095 | val_loss: 0.0312076 | Time: 2162.33 ms [2022-04-19 05:16:29 main:574] : INFO : Epoch 1814 | loss: 0.0312072 | val_loss: 0.0312041 | Time: 2166.97 ms [2022-04-19 05:16:32 main:574] : INFO : Epoch 1815 | loss: 0.0312055 | val_loss: 0.0312021 | Time: 2199.85 ms [2022-04-19 05:16:34 main:574] : INFO : Epoch 1816 | loss: 0.0312043 | val_loss: 0.0312051 | Time: 2172.17 ms [2022-04-19 05:16:36 main:574] : INFO : Epoch 1817 | loss: 0.0312041 | val_loss: 0.0312033 | Time: 2171.7 ms [2022-04-19 05:16:38 main:574] : INFO : Epoch 1818 | loss: 0.0312065 | val_loss: 0.0312019 | Time: 2134.76 ms [2022-04-19 05:16:41 main:574] : INFO : Epoch 1819 | loss: 0.0312028 | val_loss: 0.0312013 | Time: 2149.13 ms [2022-04-19 05:16:43 main:574] : INFO : Epoch 1820 | loss: 0.0312034 | val_loss: 0.031201 | Time: 2160.43 ms [2022-04-19 05:16:45 main:574] : INFO : Epoch 1821 | loss: 0.0312053 | val_loss: 0.0312038 | Time: 2200.43 ms [2022-04-19 05:16:47 main:574] : INFO : Epoch 1822 | loss: 0.0312035 | val_loss: 0.0312011 | Time: 2150.92 ms [2022-04-19 05:16:49 main:574] : INFO : Epoch 1823 | loss: 0.0312044 | val_loss: 0.031205 | Time: 2237.61 ms [2022-04-19 05:16:52 main:574] : INFO : Epoch 1824 | loss: 0.0312053 | val_loss: 0.0312054 | Time: 2162.29 ms [2022-04-19 05:16:54 main:574] : INFO : Epoch 1825 | loss: 0.0312054 | val_loss: 0.0312057 | Time: 2112.05 ms [2022-04-19 05:16:56 main:574] : INFO : Epoch 1826 | loss: 0.0312058 | val_loss: 0.0312076 | Time: 2136.95 ms [2022-04-19 05:16:58 main:574] : INFO : Epoch 1827 | loss: 0.0312033 | val_loss: 0.0312011 | Time: 2149.25 ms [2022-04-19 05:17:00 main:574] : INFO : Epoch 1828 | loss: 0.0312065 | val_loss: 0.0312106 | Time: 2183.31 ms [2022-04-19 05:17:03 main:574] : INFO : Epoch 1829 | loss: 0.0312094 | val_loss: 0.0312102 | Time: 2137.74 ms [2022-04-19 05:17:05 main:574] : INFO : Epoch 1830 | loss: 0.0312093 | val_loss: 0.0312085 | Time: 2148.33 ms [2022-04-19 05:17:07 main:574] : INFO : Epoch 1831 | loss: 0.031208 | val_loss: 0.0312205 | Time: 2130.32 ms [2022-04-19 05:17:09 main:574] : INFO : Epoch 1832 | loss: 0.0312078 | val_loss: 0.0312025 | Time: 2163.81 ms [2022-04-19 05:17:11 main:574] : INFO : Epoch 1833 | loss: 0.0312065 | val_loss: 0.0312037 | Time: 2114.99 ms [2022-04-19 05:17:14 main:574] : INFO : Epoch 1834 | loss: 0.0312022 | val_loss: 0.0312014 | Time: 2167.08 ms [2022-04-19 05:17:16 main:574] : INFO : Epoch 1835 | loss: 0.0312043 | val_loss: 0.0312024 | Time: 2137.71 ms [2022-04-19 05:17:18 main:574] : INFO : Epoch 1836 | loss: 0.0312016 | val_loss: 0.0312063 | Time: 2154.17 ms [2022-04-19 05:17:20 main:574] : INFO : Epoch 1837 | loss: 0.031204 | val_loss: 0.0312035 | Time: 2170.73 ms [2022-04-19 05:17:23 main:574] : INFO : Epoch 1838 | loss: 0.031203 | val_loss: 0.0312058 | Time: 2203.36 ms [2022-04-19 05:17:25 main:574] : INFO : Epoch 1839 | loss: 0.0312041 | val_loss: 0.0312017 | Time: 2208.8 ms [2022-04-19 05:17:27 main:574] : INFO : Epoch 1840 | loss: 0.0312032 | val_loss: 0.0312134 | Time: 2171.94 ms [2022-04-19 05:17:29 main:574] : INFO : Epoch 1841 | loss: 0.0312038 | val_loss: 0.031202 | Time: 2169.96 ms [2022-04-19 05:17:32 main:574] : INFO : Epoch 1842 | loss: 0.0312023 | val_loss: 0.0312069 | Time: 2157.23 ms [2022-04-19 05:17:34 main:574] : INFO : Epoch 1843 | loss: 0.0312046 | val_loss: 0.0312032 | Time: 2202.14 ms [2022-04-19 05:17:36 main:574] : INFO : Epoch 1844 | loss: 0.0312025 | val_loss: 0.0312004 | Time: 2152.11 ms [2022-04-19 05:17:38 main:574] : INFO : Epoch 1845 | loss: 0.0312012 | val_loss: 0.031208 | Time: 2154.21 ms [2022-04-19 05:17:41 main:574] : INFO : Epoch 1846 | loss: 0.0312049 | val_loss: 0.0312016 | Time: 2189.79 ms [2022-04-19 05:17:43 main:574] : INFO : Epoch 1847 | loss: 0.0312023 | val_loss: 0.0312033 | Time: 2171.66 ms [2022-04-19 05:17:45 main:574] : INFO : Epoch 1848 | loss: 0.0312018 | val_loss: 0.031201 | Time: 2165.91 ms [2022-04-19 05:17:47 main:574] : INFO : Epoch 1849 | loss: 0.0312005 | val_loss: 0.0312009 | Time: 2128.73 ms [2022-04-19 05:17:49 main:574] : INFO : Epoch 1850 | loss: 0.0312054 | val_loss: 0.0312062 | Time: 2133.5 ms [2022-04-19 05:17:52 main:574] : INFO : Epoch 1851 | loss: 0.0312071 | val_loss: 0.0312052 | Time: 2116.69 ms [2022-04-19 05:17:54 main:574] : INFO : Epoch 1852 | loss: 0.0312059 | val_loss: 0.031215 | Time: 2128.24 ms [2022-04-19 05:17:56 main:574] : INFO : Epoch 1853 | loss: 0.0312061 | val_loss: 0.0312045 | Time: 2151.67 ms [2022-04-19 05:17:58 main:574] : INFO : Epoch 1854 | loss: 0.0312072 | val_loss: 0.0312049 | Time: 2144.04 ms [2022-04-19 05:18:00 main:574] : INFO : Epoch 1855 | loss: 0.0312044 | val_loss: 0.0312027 | Time: 2154.17 ms [2022-04-19 05:18:03 main:574] : INFO : Epoch 1856 | loss: 0.0312033 | val_loss: 0.0312043 | Time: 2096.4 ms [2022-04-19 05:18:05 main:574] : INFO : Epoch 1857 | loss: 0.0312032 | val_loss: 0.0312085 | Time: 2160.57 ms [2022-04-19 05:18:07 main:574] : INFO : Epoch 1858 | loss: 0.0312079 | val_loss: 0.0312087 | Time: 2169.28 ms [2022-04-19 05:18:09 main:574] : INFO : Epoch 1859 | loss: 0.0312056 | val_loss: 0.0312084 | Time: 2174.41 ms [2022-04-19 05:18:12 main:574] : INFO : Epoch 1860 | loss: 0.0312105 | val_loss: 0.0312129 | Time: 2163.81 ms [2022-04-19 05:18:14 main:574] : INFO : Epoch 1861 | loss: 0.0312083 | val_loss: 0.031204 | Time: 2154.63 ms [2022-04-19 05:18:16 main:574] : INFO : Epoch 1862 | loss: 0.031206 | val_loss: 0.0312066 | Time: 2133.94 ms [2022-04-19 05:18:18 main:574] : INFO : Epoch 1863 | loss: 0.0312046 | val_loss: 0.0312026 | Time: 2146.65 ms [2022-04-19 05:18:20 main:574] : INFO : Epoch 1864 | loss: 0.0312036 | val_loss: 0.031206 | Time: 2171.67 ms [2022-04-19 05:18:23 main:574] : INFO : Epoch 1865 | loss: 0.0312044 | val_loss: 0.0312031 | Time: 2174.2 ms [2022-04-19 05:18:25 main:574] : INFO : Epoch 1866 | loss: 0.031203 | val_loss: 0.0312061 | Time: 2149.89 ms [2022-04-19 05:18:27 main:574] : INFO : Epoch 1867 | loss: 0.0312042 | val_loss: 0.0312028 | Time: 2151.43 ms [2022-04-19 05:18:29 main:574] : INFO : Epoch 1868 | loss: 0.031202 | val_loss: 0.0312049 | Time: 2119.34 ms [2022-04-19 05:18:31 main:574] : INFO : Epoch 1869 | loss: 0.0312045 | val_loss: 0.0312084 | Time: 2149.99 ms [2022-04-19 05:18:34 main:574] : INFO : Epoch 1870 | loss: 0.0312044 | val_loss: 0.0312092 | Time: 2133.54 ms [2022-04-19 05:18:36 main:574] : INFO : Epoch 1871 | loss: 0.0312058 | val_loss: 0.0312121 | Time: 2166.91 ms [2022-04-19 05:18:38 main:574] : INFO : Epoch 1872 | loss: 0.0312035 | val_loss: 0.0312057 | Time: 2126.03 ms [2022-04-19 05:18:40 main:574] : INFO : Epoch 1873 | loss: 0.0312097 | val_loss: 0.0312142 | Time: 2221.61 ms [2022-04-19 05:18:43 main:574] : INFO : Epoch 1874 | loss: 0.0312137 | val_loss: 0.0312141 | Time: 2187.79 ms [2022-04-19 05:18:45 main:574] : INFO : Epoch 1875 | loss: 0.0312129 | val_loss: 0.0312118 | Time: 2170.21 ms [2022-04-19 05:18:47 main:574] : INFO : Epoch 1876 | loss: 0.031211 | val_loss: 0.0312141 | Time: 2186.44 ms [2022-04-19 05:18:49 main:574] : INFO : Epoch 1877 | loss: 0.0312085 | val_loss: 0.0312114 | Time: 2212.96 ms [2022-04-19 05:18:52 main:574] : INFO : Epoch 1878 | loss: 0.0312075 | val_loss: 0.0312114 | Time: 2189.3 ms [2022-04-19 05:18:54 main:574] : INFO : Epoch 1879 | loss: 0.031207 | val_loss: 0.0312144 | Time: 2143.54 ms [2022-04-19 05:18:56 main:574] : INFO : Epoch 1880 | loss: 0.0312052 | val_loss: 0.031207 | Time: 2138.33 ms [2022-04-19 05:18:58 main:574] : INFO : Epoch 1881 | loss: 0.0312064 | val_loss: 0.031209 | Time: 2154.46 ms [2022-04-19 05:19:01 main:574] : INFO : Epoch 1882 | loss: 0.0312055 | val_loss: 0.0312076 | Time: 2162.39 ms [2022-04-19 05:19:03 main:574] : INFO : Epoch 1883 | loss: 0.0312054 | val_loss: 0.0312092 | Time: 2146.35 ms [2022-04-19 05:19:05 main:574] : INFO : Epoch 1884 | loss: 0.0312089 | val_loss: 0.0312093 | Time: 2189.15 ms [2022-04-19 05:19:07 main:574] : INFO : Epoch 1885 | loss: 0.0312073 | val_loss: 0.0312079 | Time: 2177.49 ms [2022-04-19 05:19:10 main:574] : INFO : Epoch 1886 | loss: 0.0312063 | val_loss: 0.0312126 | Time: 2176.06 ms [2022-04-19 05:19:12 main:574] : INFO : Epoch 1887 | loss: 0.0312083 | val_loss: 0.0312098 | Time: 2182.52 ms [2022-04-19 05:19:14 main:574] : INFO : Epoch 1888 | loss: 0.0312084 | val_loss: 0.0312049 | Time: 2155.01 ms [2022-04-19 05:19:16 main:574] : INFO : Epoch 1889 | loss: 0.0312061 | val_loss: 0.0312036 | Time: 2163.93 ms [2022-04-19 05:19:19 main:574] : INFO : Epoch 1890 | loss: 0.0312039 | val_loss: 0.031206 | Time: 2164.03 ms [2022-04-19 05:19:21 main:574] : INFO : Epoch 1891 | loss: 0.0312066 | val_loss: 0.0312064 | Time: 2157.74 ms [2022-04-19 05:19:23 main:574] : INFO : Epoch 1892 | loss: 0.0312062 | val_loss: 0.0312032 | Time: 2105.37 ms [2022-04-19 05:19:25 main:574] : INFO : Epoch 1893 | loss: 0.0312054 | val_loss: 0.0312057 | Time: 2133.29 ms [2022-04-19 05:19:27 main:574] : INFO : Epoch 1894 | loss: 0.0312058 | val_loss: 0.0312035 | Time: 2190.9 ms [2022-04-19 05:19:30 main:574] : INFO : Epoch 1895 | loss: 0.0312048 | val_loss: 0.0312016 | Time: 2143.49 ms [2022-04-19 05:19:32 main:574] : INFO : Epoch 1896 | loss: 0.0312043 | val_loss: 0.0312044 | Time: 2167.76 ms [2022-04-19 05:19:34 main:574] : INFO : Epoch 1897 | loss: 0.0312098 | val_loss: 0.0312061 | Time: 2155.99 ms [2022-04-19 05:19:36 main:574] : INFO : Epoch 1898 | loss: 0.0312096 | val_loss: 0.031209 | Time: 2131.58 ms [2022-04-19 05:19:39 main:574] : INFO : Epoch 1899 | loss: 0.0312033 | val_loss: 0.0312032 | Time: 2126.14 ms [2022-04-19 05:19:41 main:574] : INFO : Epoch 1900 | loss: 0.0312017 | val_loss: 0.0312008 | Time: 2151.96 ms [2022-04-19 05:19:43 main:574] : INFO : Epoch 1901 | loss: 0.0312021 | val_loss: 0.0312024 | Time: 2119.35 ms [2022-04-19 05:19:45 main:574] : INFO : Epoch 1902 | loss: 0.0312025 | val_loss: 0.0312006 | Time: 2115.74 ms [2022-04-19 05:19:47 main:574] : INFO : Epoch 1903 | loss: 0.031203 | val_loss: 0.0312018 | Time: 2142.49 ms [2022-04-19 05:19:50 main:574] : INFO : Epoch 1904 | loss: 0.0312013 | val_loss: 0.0312029 | Time: 2167.75 ms [2022-04-19 05:19:52 main:574] : INFO : Epoch 1905 | loss: 0.031202 | val_loss: 0.0312045 | Time: 2160.38 ms [2022-04-19 05:19:54 main:574] : INFO : Epoch 1906 | loss: 0.0312037 | val_loss: 0.0312083 | Time: 2159.67 ms [2022-04-19 05:19:56 main:574] : INFO : Epoch 1907 | loss: 0.0312026 | val_loss: 0.0312014 | Time: 2171.3 ms [2022-04-19 05:19:59 main:574] : INFO : Epoch 1908 | loss: 0.0311996 | val_loss: 0.0312007 | Time: 2179.41 ms [2022-04-19 05:20:01 main:574] : INFO : Epoch 1909 | loss: 0.0311997 | val_loss: 0.0312013 | Time: 2159.24 ms [2022-04-19 05:20:03 main:574] : INFO : Epoch 1910 | loss: 0.0312003 | val_loss: 0.0311997 | Time: 2162.68 ms [2022-04-19 05:20:05 main:574] : INFO : Epoch 1911 | loss: 0.031199 | val_loss: 0.0312009 | Time: 2155.31 ms [2022-04-19 05:20:07 main:574] : INFO : Epoch 1912 | loss: 0.0312001 | val_loss: 0.0311995 | Time: 2146.18 ms [2022-04-19 05:20:10 main:574] : INFO : Epoch 1913 | loss: 0.0311997 | val_loss: 0.0311995 | Time: 2191.7 ms [2022-04-19 05:20:12 main:574] : INFO : Epoch 1914 | loss: 0.0311996 | val_loss: 0.0311995 | Time: 2149.68 ms [2022-04-19 05:20:14 main:574] : INFO : Epoch 1915 | loss: 0.031201 | val_loss: 0.0312045 | Time: 2157.84 ms [2022-04-19 05:20:16 main:574] : INFO : Epoch 1916 | loss: 0.0311992 | val_loss: 0.0311991 | Time: 2141.46 ms [2022-04-19 05:20:19 main:574] : INFO : Epoch 1917 | loss: 0.0312021 | val_loss: 0.0312108 | Time: 2161.06 ms [2022-04-19 05:20:21 main:574] : INFO : Epoch 1918 | loss: 0.0312048 | val_loss: 0.0312062 | Time: 2142.44 ms [2022-04-19 05:20:23 main:574] : INFO : Epoch 1919 | loss: 0.0311981 | val_loss: 0.0312003 | Time: 2176.11 ms [2022-04-19 05:20:25 main:574] : INFO : Epoch 1920 | loss: 0.0311996 | val_loss: 0.0312019 | Time: 2201.2 ms [2022-04-19 05:20:28 main:574] : INFO : Epoch 1921 | loss: 0.0312006 | val_loss: 0.0312014 | Time: 2074.45 ms [2022-04-19 05:20:30 main:574] : INFO : Epoch 1922 | loss: 0.0312013 | val_loss: 0.0312054 | Time: 2125.81 ms [2022-04-19 05:20:32 main:574] : INFO : Epoch 1923 | loss: 0.031203 | val_loss: 0.0312035 | Time: 2120.84 ms [2022-04-19 05:20:34 main:574] : INFO : Epoch 1924 | loss: 0.031198 | val_loss: 0.031198 | Time: 2144.13 ms [2022-04-19 05:20:36 main:574] : INFO : Epoch 1925 | loss: 0.0311988 | val_loss: 0.0311985 | Time: 2130.35 ms [2022-04-19 05:20:39 main:574] : INFO : Epoch 1926 | loss: 0.0311973 | val_loss: 0.0311986 | Time: 2117.4 ms [2022-04-19 05:20:41 main:574] : INFO : Epoch 1927 | loss: 0.0311989 | val_loss: 0.0311989 | Time: 2168.61 ms [2022-04-19 05:20:43 main:574] : INFO : Epoch 1928 | loss: 0.0311976 | val_loss: 0.0311971 | Time: 2167.35 ms [2022-04-19 05:20:45 main:574] : INFO : Epoch 1929 | loss: 0.0311978 | val_loss: 0.0311973 | Time: 2115.65 ms [2022-04-19 05:20:47 main:574] : INFO : Epoch 1930 | loss: 0.0311962 | val_loss: 0.0311983 | Time: 2134.73 ms [2022-04-19 05:20:49 main:574] : INFO : Epoch 1931 | loss: 0.0311977 | val_loss: 0.0311975 | Time: 2131.32 ms [2022-04-19 05:20:52 main:574] : INFO : Epoch 1932 | loss: 0.0311962 | val_loss: 0.0311966 | Time: 2146.73 ms [2022-04-19 05:20:54 main:574] : INFO : Epoch 1933 | loss: 0.0311963 | val_loss: 0.0311966 | Time: 2140.18 ms [2022-04-19 05:20:56 main:574] : INFO : Epoch 1934 | loss: 0.0311954 | val_loss: 0.0311971 | Time: 2174.01 ms [2022-04-19 05:20:58 main:574] : INFO : Epoch 1935 | loss: 0.0312 | val_loss: 0.0312083 | Time: 2150.67 ms [2022-04-19 05:21:00 main:574] : INFO : Epoch 1936 | loss: 0.0312012 | val_loss: 0.0312021 | Time: 2135.13 ms [2022-04-19 05:21:03 main:574] : INFO : Epoch 1937 | loss: 0.0311986 | val_loss: 0.0312028 | Time: 2248.33 ms [2022-04-19 05:21:05 main:574] : INFO : Epoch 1938 | loss: 0.0311989 | val_loss: 0.0312014 | Time: 2138.66 ms [2022-04-19 05:21:07 main:574] : INFO : Epoch 1939 | loss: 0.0311996 | val_loss: 0.0312008 | Time: 2152.65 ms [2022-04-19 05:21:09 main:574] : INFO : Epoch 1940 | loss: 0.0311972 | val_loss: 0.0311998 | Time: 2175.24 ms [2022-04-19 05:21:12 main:574] : INFO : Epoch 1941 | loss: 0.0311969 | val_loss: 0.0311983 | Time: 2186.19 ms [2022-04-19 05:21:14 main:574] : INFO : Epoch 1942 | loss: 0.0311983 | val_loss: 0.0312016 | Time: 2116.35 ms [2022-04-19 05:21:16 main:574] : INFO : Epoch 1943 | loss: 0.0311998 | val_loss: 0.0312013 | Time: 2158.48 ms [2022-04-19 05:21:18 main:574] : INFO : Epoch 1944 | loss: 0.0311971 | val_loss: 0.0311981 | Time: 2153.77 ms [2022-04-19 05:21:20 main:574] : INFO : Epoch 1945 | loss: 0.0311956 | val_loss: 0.0312006 | Time: 2126.07 ms [2022-04-19 05:21:23 main:574] : INFO : Epoch 1946 | loss: 0.0311963 | val_loss: 0.0311986 | Time: 2129.53 ms [2022-04-19 05:21:25 main:574] : INFO : Epoch 1947 | loss: 0.0311975 | val_loss: 0.0311993 | Time: 2138.37 ms [2022-04-19 05:21:27 main:574] : INFO : Epoch 1948 | loss: 0.0311989 | val_loss: 0.0312011 | Time: 2149.69 ms [2022-04-19 05:21:29 main:574] : INFO : Epoch 1949 | loss: 0.0311973 | val_loss: 0.0311983 | Time: 2145.8 ms [2022-04-19 05:21:32 main:574] : INFO : Epoch 1950 | loss: 0.0312002 | val_loss: 0.0311986 | Time: 2144.4 ms [2022-04-19 05:21:34 main:574] : INFO : Epoch 1951 | loss: 0.0311974 | val_loss: 0.0311971 | Time: 2156.53 ms [2022-04-19 05:21:36 main:574] : INFO : Epoch 1952 | loss: 0.0311979 | val_loss: 0.0312038 | Time: 2125.9 ms [2022-04-19 05:21:38 main:574] : INFO : Epoch 1953 | loss: 0.0311978 | val_loss: 0.0311979 | Time: 2145.08 ms [2022-04-19 05:21:40 main:574] : INFO : Epoch 1954 | loss: 0.0311959 | val_loss: 0.0311961 | Time: 2149.32 ms [2022-04-19 05:21:43 main:574] : INFO : Epoch 1955 | loss: 0.0311974 | val_loss: 0.0311984 | Time: 2141.87 ms [2022-04-19 05:21:45 main:574] : INFO : Epoch 1956 | loss: 0.0311954 | val_loss: 0.0311961 | Time: 2135.16 ms [2022-04-19 05:21:47 main:574] : INFO : Epoch 1957 | loss: 0.0311974 | val_loss: 0.031197 | Time: 2122.33 ms [2022-04-19 05:21:49 main:574] : INFO : Epoch 1958 | loss: 0.031196 | val_loss: 0.0311986 | Time: 2139.81 ms [2022-04-19 05:21:51 main:574] : INFO : Epoch 1959 | loss: 0.0312002 | val_loss: 0.0312045 | Time: 2154.35 ms [2022-04-19 05:21:54 main:574] : INFO : Epoch 1960 | loss: 0.031203 | val_loss: 0.0312048 | Time: 2133.62 ms [2022-04-19 05:21:56 main:574] : INFO : Epoch 1961 | loss: 0.0312023 | val_loss: 0.0312024 | Time: 2140.98 ms [2022-04-19 05:21:58 main:574] : INFO : Epoch 1962 | loss: 0.0311978 | val_loss: 0.0311985 | Time: 2141.43 ms [2022-04-19 05:22:00 main:574] : INFO : Epoch 1963 | loss: 0.0311981 | val_loss: 0.0312019 | Time: 2129.48 ms [2022-04-19 05:22:02 main:574] : INFO : Epoch 1964 | loss: 0.0311976 | val_loss: 0.0311966 | Time: 2121.56 ms [2022-04-19 05:22:05 main:574] : INFO : Epoch 1965 | loss: 0.0311969 | val_loss: 0.0311971 | Time: 2134.97 ms [2022-04-19 05:22:07 main:574] : INFO : Epoch 1966 | loss: 0.0312046 | val_loss: 0.0312045 | Time: 2150.77 ms [2022-04-19 05:22:09 main:574] : INFO : Epoch 1967 | loss: 0.0312039 | val_loss: 0.0312065 | Time: 2200 ms [2022-04-19 05:22:11 main:574] : INFO : Epoch 1968 | loss: 0.0312052 | val_loss: 0.0312028 | Time: 2148.51 ms [2022-04-19 05:22:13 main:574] : INFO : Epoch 1969 | loss: 0.0312041 | val_loss: 0.0312049 | Time: 2132.99 ms [2022-04-19 05:22:16 main:574] : INFO : Epoch 1970 | loss: 0.0312014 | val_loss: 0.0312039 | Time: 2164.57 ms [2022-04-19 05:22:18 main:574] : INFO : Epoch 1971 | loss: 0.0312008 | val_loss: 0.0311999 | Time: 2133.1 ms [2022-04-19 05:22:20 main:574] : INFO : Epoch 1972 | loss: 0.031199 | val_loss: 0.0311979 | Time: 2147.68 ms [2022-04-19 05:22:22 main:574] : INFO : Epoch 1973 | loss: 0.0312015 | val_loss: 0.0312052 | Time: 2050.12 ms [2022-04-19 05:22:24 main:574] : INFO : Epoch 1974 | loss: 0.0312087 | val_loss: 0.0312145 | Time: 2133.96 ms [2022-04-19 05:22:26 main:574] : INFO : Epoch 1975 | loss: 0.0312088 | val_loss: 0.0312094 | Time: 2114.72 ms [2022-04-19 05:22:29 main:574] : INFO : Epoch 1976 | loss: 0.0312062 | val_loss: 0.0312037 | Time: 2144.47 ms [2022-04-19 05:22:31 main:574] : INFO : Epoch 1977 | loss: 0.0312028 | val_loss: 0.0312045 | Time: 2131.25 ms [2022-04-19 05:22:33 main:574] : INFO : Epoch 1978 | loss: 0.031202 | val_loss: 0.031201 | Time: 2128.62 ms [2022-04-19 05:22:35 main:574] : INFO : Epoch 1979 | loss: 0.0312012 | val_loss: 0.0312012 | Time: 2141.92 ms [2022-04-19 05:22:37 main:574] : INFO : Epoch 1980 | loss: 0.0312033 | val_loss: 0.0312043 | Time: 2079.78 ms [2022-04-19 05:22:40 main:574] : INFO : Epoch 1981 | loss: 0.0312033 | val_loss: 0.031202 | Time: 2138.11 ms [2022-04-19 05:22:42 main:574] : INFO : Epoch 1982 | loss: 0.0311988 | val_loss: 0.0312023 | Time: 2151.28 ms [2022-04-19 05:22:44 main:574] : INFO : Epoch 1983 | loss: 0.0311985 | val_loss: 0.0312033 | Time: 2096.22 ms [2022-04-19 05:22:46 main:574] : INFO : Epoch 1984 | loss: 0.0311979 | val_loss: 0.0312019 | Time: 2134.96 ms [2022-04-19 05:22:48 main:574] : INFO : Epoch 1985 | loss: 0.0311973 | val_loss: 0.0311993 | Time: 2117.51 ms [2022-04-19 05:22:51 main:574] : INFO : Epoch 1986 | loss: 0.0311961 | val_loss: 0.0312001 | Time: 2167.79 ms [2022-04-19 05:22:53 main:574] : INFO : Epoch 1987 | loss: 0.031195 | val_loss: 0.0311987 | Time: 2119.41 ms [2022-04-19 05:22:55 main:574] : INFO : Epoch 1988 | loss: 0.0311947 | val_loss: 0.0311984 | Time: 2115.62 ms [2022-04-19 05:22:57 main:574] : INFO : Epoch 1989 | loss: 0.0311945 | val_loss: 0.0311989 | Time: 2143.1 ms [2022-04-19 05:22:59 main:574] : INFO : Epoch 1990 | loss: 0.0311959 | val_loss: 0.0312008 | Time: 2113.17 ms [2022-04-19 05:23:01 main:574] : INFO : Epoch 1991 | loss: 0.0311953 | val_loss: 0.0312032 | Time: 2133.48 ms [2022-04-19 05:23:04 main:574] : INFO : Epoch 1992 | loss: 0.0311961 | val_loss: 0.0311999 | Time: 2200.85 ms [2022-04-19 05:23:06 main:574] : INFO : Epoch 1993 | loss: 0.0311935 | val_loss: 0.0312007 | Time: 2087.73 ms [2022-04-19 05:23:08 main:574] : INFO : Epoch 1994 | loss: 0.0311948 | val_loss: 0.0312039 | Time: 2129.99 ms [2022-04-19 05:23:10 main:574] : INFO : Epoch 1995 | loss: 0.0311942 | val_loss: 0.0312 | Time: 2126.23 ms [2022-04-19 05:23:12 main:574] : INFO : Epoch 1996 | loss: 0.0311955 | val_loss: 0.0311982 | Time: 2135.38 ms [2022-04-19 05:23:15 main:574] : INFO : Epoch 1997 | loss: 0.0311956 | val_loss: 0.0312028 | Time: 2121.36 ms [2022-04-19 05:23:17 main:574] : INFO : Epoch 1998 | loss: 0.031197 | val_loss: 0.031199 | Time: 2127.56 ms [2022-04-19 05:23:19 main:574] : INFO : Epoch 1999 | loss: 0.031193 | val_loss: 0.0311982 | Time: 2129.9 ms [2022-04-19 05:23:21 main:574] : INFO : Epoch 2000 | loss: 0.0311934 | val_loss: 0.0311983 | Time: 2146.46 ms [2022-04-19 05:23:23 main:574] : INFO : Epoch 2001 | loss: 0.0311966 | val_loss: 0.0312052 | Time: 2162.54 ms [2022-04-19 05:23:25 main:574] : INFO : Epoch 2002 | loss: 0.0312059 | val_loss: 0.0312196 | Time: 2118.68 ms [2022-04-19 05:23:28 main:574] : INFO : Epoch 2003 | loss: 0.0312116 | val_loss: 0.031217 | Time: 2158.1 ms [2022-04-19 05:23:30 main:574] : INFO : Epoch 2004 | loss: 0.0312081 | val_loss: 0.0312116 | Time: 2164.06 ms [2022-04-19 05:23:32 main:574] : INFO : Epoch 2005 | loss: 0.031207 | val_loss: 0.0312122 | Time: 2106.59 ms [2022-04-19 05:23:34 main:574] : INFO : Epoch 2006 | loss: 0.0312053 | val_loss: 0.0312065 | Time: 2112.34 ms [2022-04-19 05:23:36 main:574] : INFO : Epoch 2007 | loss: 0.0312048 | val_loss: 0.0312063 | Time: 2151.7 ms [2022-04-19 05:23:39 main:574] : INFO : Epoch 2008 | loss: 0.0312035 | val_loss: 0.0312098 | Time: 2128.29 ms [2022-04-19 05:23:41 main:574] : INFO : Epoch 2009 | loss: 0.0312026 | val_loss: 0.0312054 | Time: 2121.77 ms [2022-04-19 05:23:43 main:574] : INFO : Epoch 2010 | loss: 0.0312017 | val_loss: 0.031205 | Time: 2104.73 ms [2022-04-19 05:23:45 main:574] : INFO : Epoch 2011 | loss: 0.0312013 | val_loss: 0.0312057 | Time: 2161.76 ms [2022-04-19 05:23:47 main:574] : INFO : Epoch 2012 | loss: 0.0312025 | val_loss: 0.0312056 | Time: 2122.33 ms [2022-04-19 05:23:50 main:574] : INFO : Epoch 2013 | loss: 0.0312014 | val_loss: 0.0312046 | Time: 2138.89 ms [2022-04-19 05:23:52 main:574] : INFO : Epoch 2014 | loss: 0.0312011 | val_loss: 0.0312075 | Time: 2126.02 ms [2022-04-19 05:23:54 main:574] : INFO : Epoch 2015 | loss: 0.0312025 | val_loss: 0.0312055 | Time: 2140.66 ms [2022-04-19 05:23:56 main:574] : INFO : Epoch 2016 | loss: 0.0312019 | val_loss: 0.0312044 | Time: 2233.24 ms [2022-04-19 05:23:59 main:574] : INFO : Epoch 2017 | loss: 0.0312002 | val_loss: 0.0312052 | Time: 2128.85 ms [2022-04-19 05:24:01 main:574] : INFO : Epoch 2018 | loss: 0.0312011 | val_loss: 0.0312063 | Time: 2109.08 ms [2022-04-19 05:24:03 main:574] : INFO : Epoch 2019 | loss: 0.0312021 | val_loss: 0.0312046 | Time: 2138.84 ms [2022-04-19 05:24:05 main:574] : INFO : Epoch 2020 | loss: 0.0312012 | val_loss: 0.0312061 | Time: 2159.68 ms [2022-04-19 05:24:07 main:574] : INFO : Epoch 2021 | loss: 0.0312015 | val_loss: 0.0312047 | Time: 2133.28 ms [2022-04-19 05:24:10 main:574] : INFO : Epoch 2022 | loss: 0.0312015 | val_loss: 0.0312035 | Time: 2132.54 ms [2022-04-19 05:24:12 main:574] : INFO : Epoch 2023 | loss: 0.0312029 | val_loss: 0.0312037 | Time: 2144.88 ms [2022-04-19 05:24:14 main:574] : INFO : Epoch 2024 | loss: 0.0312009 | val_loss: 0.0312042 | Time: 2150.62 ms [2022-04-19 05:24:16 main:574] : INFO : Epoch 2025 | loss: 0.031199 | val_loss: 0.0312038 | Time: 2169.19 ms [2022-04-19 05:24:18 main:574] : INFO : Epoch 2026 | loss: 0.0311996 | val_loss: 0.0312035 | Time: 2167.71 ms [2022-04-19 05:24:21 main:574] : INFO : Epoch 2027 | loss: 0.0312013 | val_loss: 0.0312096 | Time: 2153.11 ms [2022-04-19 05:24:23 main:574] : INFO : Epoch 2028 | loss: 0.031201 | val_loss: 0.031205 | Time: 2141.63 ms [2022-04-19 05:24:25 main:574] : INFO : Epoch 2029 | loss: 0.0311993 | val_loss: 0.0312042 | Time: 2139.31 ms [2022-04-19 05:24:27 main:574] : INFO : Epoch 2030 | loss: 0.0311995 | val_loss: 0.0312088 | Time: 1851.07 ms [2022-04-19 05:24:29 main:574] : INFO : Epoch 2031 | loss: 0.0311999 | val_loss: 0.0312056 | Time: 1873.83 ms [2022-04-19 05:24:31 main:574] : INFO : Epoch 2032 | loss: 0.0311994 | val_loss: 0.0312027 | Time: 1932.97 ms [2022-04-19 05:24:34 main:574] : INFO : Epoch 2033 | loss: 0.0311995 | val_loss: 0.0312042 | Time: 1848.4 ms [2022-04-19 05:24:37 main:574] : INFO : Epoch 2034 | loss: 0.0311989 | val_loss: 0.0312022 | Time: 1769.69 ms [2022-04-19 05:24:40 main:574] : INFO : Epoch 2035 | loss: 0.0311982 | val_loss: 0.0312024 | Time: 1813.58 ms [2022-04-19 05:24:43 main:574] : INFO : Epoch 2036 | loss: 0.0311984 | val_loss: 0.0312091 | Time: 1826.73 ms [2022-04-19 05:24:46 main:574] : INFO : Epoch 2037 | loss: 0.0312008 | val_loss: 0.0312038 | Time: 1810.24 ms [2022-04-19 05:24:48 main:574] : INFO : Epoch 2038 | loss: 0.0312015 | val_loss: 0.0312035 | Time: 1854.69 ms [2022-04-19 05:24:52 main:574] : INFO : Epoch 2039 | loss: 0.0312012 | val_loss: 0.0312072 | Time: 1967.79 ms [2022-04-19 05:24:54 main:574] : INFO : Epoch 2040 | loss: 0.0312019 | val_loss: 0.0312064 | Time: 1849.62 ms [2022-04-19 05:24:56 main:574] : INFO : Epoch 2041 | loss: 0.0312019 | val_loss: 0.0312026 | Time: 1836.47 ms [2022-04-19 05:24:58 main:574] : INFO : Epoch 2042 | loss: 0.0312005 | val_loss: 0.0312028 | Time: 1859.47 ms [2022-04-19 05:24:59 main:574] : INFO : Epoch 2043 | loss: 0.031199 | val_loss: 0.0312025 | Time: 1785.12 ms [2022-04-19 05:25:01 main:574] : INFO : Epoch 2044 | loss: 0.0312001 | val_loss: 0.031203 | Time: 1801.34 ms [2022-04-19 05:25:03 main:574] : INFO : Epoch 2045 | loss: 0.0311994 | val_loss: 0.0312035 | Time: 2115.08 ms [2022-04-19 05:25:06 main:574] : INFO : Epoch 2046 | loss: 0.0311987 | val_loss: 0.0312092 | Time: 2130.28 ms [2022-04-19 05:25:08 main:574] : INFO : Epoch 2047 | loss: 0.0312017 | val_loss: 0.0312026 | Time: 2146.57 ms [2022-04-19 05:25:10 main:574] : INFO : Epoch 2048 | loss: 0.031197 | val_loss: 0.0312019 | Time: 2157.06 ms [2022-04-19 05:25:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312019 [2022-04-19 05:25:10 main:603] : INFO : Saving end state to config to file [2022-04-19 05:25:10 main:608] : INFO : Success, exiting.. 05:25:10 (9020): 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)