Task 7663214
| Name | ParityModified-1631730351-24453-2_1 |
| Workunit | 5244102 |
| Created | 28 Sep 2021, 1:57:19 UTC |
| Sent | 28 Sep 2021, 2:24:17 UTC |
| Report deadline | 5 Oct 2021, 2:24:17 UTC |
| Received | 28 Sep 2021, 12:17:27 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8004 |
| Run time | 1 hours 15 min 59 sec |
| CPU time | 1 hours 10 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,279.54 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>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311283 | val_loss: 0.031146 | Time: 2059.6 ms
[2021-09-28 06:58:28 main:574] : INFO : Epoch 1543 | loss: 0.0311247 | val_loss: 0.0311385 | Time: 2038.92 ms
[2021-09-28 06:58:30 main:574] : INFO : Epoch 1544 | loss: 0.0311228 | val_loss: 0.0311453 | Time: 2206.26 ms
[2021-09-28 06:58:33 main:574] : INFO : Epoch 1545 | loss: 0.0311264 | val_loss: 0.0311391 | Time: 2179.91 ms
[2021-09-28 06:58:35 main:574] : INFO : Epoch 1546 | loss: 0.0311266 | val_loss: 0.0311385 | Time: 2045.43 ms
[2021-09-28 06:58:37 main:574] : INFO : Epoch 1547 | loss: 0.0311193 | val_loss: 0.031139 | Time: 2133.97 ms
[2021-09-28 06:58:40 main:574] : INFO : Epoch 1548 | loss: 0.0311185 | val_loss: 0.0311406 | Time: 2218.36 ms
[2021-09-28 06:58:42 main:574] : INFO : Epoch 1549 | loss: 0.031123 | val_loss: 0.0311418 | Time: 2088.11 ms
[2021-09-28 06:58:44 main:574] : INFO : Epoch 1550 | loss: 0.0311184 | val_loss: 0.0311412 | Time: 2129.47 ms
[2021-09-28 06:58:46 main:574] : INFO : Epoch 1551 | loss: 0.0311168 | val_loss: 0.0311416 | Time: 2118.51 ms
[2021-09-28 06:58:49 main:574] : INFO : Epoch 1552 | loss: 0.0311223 | val_loss: 0.0311509 | Time: 2114.45 ms
[2021-09-28 06:58:51 main:574] : INFO : Epoch 1553 | loss: 0.0311177 | val_loss: 0.0311449 | Time: 2102.06 ms
[2021-09-28 06:58:53 main:574] : INFO : Epoch 1554 | loss: 0.0311182 | val_loss: 0.0311415 | Time: 2124.2 ms
[2021-09-28 06:58:55 main:574] : INFO : Epoch 1555 | loss: 0.0311148 | val_loss: 0.0311469 | Time: 2197.09 ms
[2021-09-28 06:58:58 main:574] : INFO : Epoch 1556 | loss: 0.0311185 | val_loss: 0.0311468 | Time: 2076.2 ms
[2021-09-28 06:59:00 main:574] : INFO : Epoch 1557 | loss: 0.031119 | val_loss: 0.0311508 | Time: 2132.63 ms
[2021-09-28 06:59:02 main:574] : INFO : Epoch 1558 | loss: 0.0311173 | val_loss: 0.0311385 | Time: 2142.68 ms
[2021-09-28 06:59:04 main:574] : INFO : Epoch 1559 | loss: 0.0311148 | val_loss: 0.0311458 | Time: 2137.7 ms
[2021-09-28 06:59:07 main:574] : INFO : Epoch 1560 | loss: 0.0311172 | val_loss: 0.0311402 | Time: 2098.41 ms
[2021-09-28 06:59:09 main:574] : INFO : Epoch 1561 | loss: 0.0311148 | val_loss: 0.0311476 | Time: 2107.96 ms
[2021-09-28 06:59:11 main:574] : INFO : Epoch 1562 | loss: 0.0311183 | val_loss: 0.0311426 | Time: 2202.78 ms
[2021-09-28 06:59:14 main:574] : INFO : Epoch 1563 | loss: 0.0311121 | val_loss: 0.0311438 | Time: 2086.93 ms
[2021-09-28 06:59:16 main:574] : INFO : Epoch 1564 | loss: 0.0311124 | val_loss: 0.0311411 | Time: 2051.16 ms
[2021-09-28 06:59:18 main:574] : INFO : Epoch 1565 | loss: 0.0311141 | val_loss: 0.0311468 | Time: 2007.2 ms
[2021-09-28 06:59:20 main:574] : INFO : Epoch 1566 | loss: 0.0311201 | val_loss: 0.0311387 | Time: 2054.99 ms
[2021-09-28 06:59:22 main:574] : INFO : Epoch 1567 | loss: 0.0311132 | val_loss: 0.0311401 | Time: 2093.16 ms
[2021-09-28 06:59:25 main:574] : INFO : Epoch 1568 | loss: 0.0311124 | val_loss: 0.0311515 | Time: 2120.89 ms
[2021-09-28 06:59:27 main:574] : INFO : Epoch 1569 | loss: 0.0311136 | val_loss: 0.0311455 | Time: 2091.33 ms
[2021-09-28 06:59:29 main:574] : INFO : Epoch 1570 | loss: 0.0311109 | val_loss: 0.0311383 | Time: 2151.23 ms
[2021-09-28 06:59:31 main:574] : INFO : Epoch 1571 | loss: 0.0311125 | val_loss: 0.0311396 | Time: 2084.77 ms
[2021-09-28 06:59:34 main:574] : INFO : Epoch 1572 | loss: 0.0311106 | val_loss: 0.031152 | Time: 2096.17 ms
[2021-09-28 06:59:36 main:574] : INFO : Epoch 1573 | loss: 0.031116 | val_loss: 0.0311443 | Time: 1992.28 ms
[2021-09-28 06:59:38 main:574] : INFO : Epoch 1574 | loss: 0.0311162 | val_loss: 0.0311401 | Time: 2019.31 ms
[2021-09-28 06:59:40 main:574] : INFO : Epoch 1575 | loss: 0.0311133 | val_loss: 0.031144 | Time: 2075.33 ms
[2021-09-28 06:59:42 main:574] : INFO : Epoch 1576 | loss: 0.031112 | val_loss: 0.0311476 | Time: 2093.78 ms
[2021-09-28 06:59:45 main:574] : INFO : Epoch 1577 | loss: 0.0311114 | val_loss: 0.0311553 | Time: 2152.54 ms
[2021-09-28 06:59:47 main:574] : INFO : Epoch 1578 | loss: 0.0311108 | val_loss: 0.0311682 | Time: 2092.34 ms
[2021-09-28 06:59:49 main:574] : INFO : Epoch 1579 | loss: 0.0311111 | val_loss: 0.0311404 | Time: 2149.77 ms
[2021-09-28 06:59:51 main:574] : INFO : Epoch 1580 | loss: 0.0311138 | val_loss: 0.0311449 | Time: 2060.82 ms
[2021-09-28 06:59:53 main:574] : INFO : Epoch 1581 | loss: 0.0311085 | val_loss: 0.0311463 | Time: 2017 ms
[2021-09-28 06:59:56 main:574] : INFO : Epoch 1582 | loss: 0.0311087 | val_loss: 0.0311456 | Time: 1978.04 ms
[2021-09-28 06:59:58 main:574] : INFO : Epoch 1583 | loss: 0.0311097 | val_loss: 0.0311479 | Time: 2031.41 ms
[2021-09-28 07:00:00 main:574] : INFO : Epoch 1584 | loss: 0.0311151 | val_loss: 0.0311482 | Time: 2133.16 ms
[2021-09-28 07:00:02 main:574] : INFO : Epoch 1585 | loss: 0.0311167 | val_loss: 0.0311579 | Time: 2060.24 ms
[2021-09-28 07:00:05 main:574] : INFO : Epoch 1586 | loss: 0.0311091 | val_loss: 0.0311518 | Time: 2161.68 ms
[2021-09-28 07:00:07 main:574] : INFO : Epoch 1587 | loss: 0.0311065 | val_loss: 0.0311441 | Time: 2073.84 ms
[2021-09-28 07:00:09 main:574] : INFO : Epoch 1588 | loss: 0.0311052 | val_loss: 0.0311465 | Time: 2183.99 ms
[2021-09-28 07:00:11 main:574] : INFO : Epoch 1589 | loss: 0.0311074 | val_loss: 0.0311418 | Time: 1953.33 ms
[2021-09-28 07:00:13 main:574] : INFO : Epoch 1590 | loss: 0.0311076 | val_loss: 0.0311488 | Time: 1966.14 ms
[2021-09-28 07:00:15 main:574] : INFO : Epoch 1591 | loss: 0.0311044 | val_loss: 0.0311421 | Time: 2108.63 ms
[2021-09-28 07:00:18 main:574] : INFO : Epoch 1592 | loss: 0.031105 | val_loss: 0.031147 | Time: 2060.55 ms
[2021-09-28 07:00:20 main:574] : INFO : Epoch 1593 | loss: 0.0311077 | val_loss: 0.0311488 | Time: 2155.82 ms
[2021-09-28 07:00:22 main:574] : INFO : Epoch 1594 | loss: 0.0311069 | val_loss: 0.0311536 | Time: 2073.62 ms
[2021-09-28 07:00:24 main:574] : INFO : Epoch 1595 | loss: 0.0311105 | val_loss: 0.0311773 | Time: 2122.79 ms
[2021-09-28 07:00:27 main:574] : INFO : Epoch 1596 | loss: 0.0311104 | val_loss: 0.0311421 | Time: 2092.42 ms
[2021-09-28 07:00:29 main:574] : INFO : Epoch 1597 | loss: 0.0311096 | val_loss: 0.0311539 | Time: 2019.27 ms
[2021-09-28 07:00:31 main:574] : INFO : Epoch 1598 | loss: 0.0311086 | val_loss: 0.0311724 | Time: 1941.27 ms
[2021-09-28 07:00:33 main:574] : INFO : Epoch 1599 | loss: 0.0311126 | val_loss: 0.0311529 | Time: 1984.69 ms
[2021-09-28 07:00:35 main:574] : INFO : Epoch 1600 | loss: 0.0311124 | val_loss: 0.0311482 | Time: 2096.56 ms
[2021-09-28 07:00:38 main:574] : INFO : Epoch 1601 | loss: 0.0311124 | val_loss: 0.031154 | Time: 2082.07 ms
[2021-09-28 07:00:40 main:574] : INFO : Epoch 1602 | loss: 0.0311107 | val_loss: 0.0311464 | Time: 2109.33 ms
[2021-09-28 07:00:42 main:574] : INFO : Epoch 1603 | loss: 0.031105 | val_loss: 0.0311499 | Time: 2091.58 ms
[2021-09-28 07:00:44 main:574] : INFO : Epoch 1604 | loss: 0.0311054 | val_loss: 0.0311653 | Time: 2104.63 ms
[2021-09-28 07:00:46 main:574] : INFO : Epoch 1605 | loss: 0.0311104 | val_loss: 0.0311481 | Time: 2017.91 ms
[2021-09-28 07:00:49 main:574] : INFO : Epoch 1606 | loss: 0.0311174 | val_loss: 0.0311547 | Time: 2057.22 ms
[2021-09-28 07:00:51 main:574] : INFO : Epoch 1607 | loss: 0.0311136 | val_loss: 0.0311547 | Time: 1981.07 ms
[2021-09-28 07:00:53 main:574] : INFO : Epoch 1608 | loss: 0.0311138 | val_loss: 0.0311474 | Time: 2141.25 ms
[2021-09-28 07:00:55 main:574] : INFO : Epoch 1609 | loss: 0.0311129 | val_loss: 0.0311476 | Time: 2307.78 ms
[2021-09-28 07:00:58 main:574] : INFO : Epoch 1610 | loss: 0.031111 | val_loss: 0.0311494 | Time: 2066.56 ms
[2021-09-28 07:01:00 main:574] : INFO : Epoch 1611 | loss: 0.0311148 | val_loss: 0.0311476 | Time: 2086.37 ms
[2021-09-28 07:01:02 main:574] : INFO : Epoch 1612 | loss: 0.0311094 | val_loss: 0.0311499 | Time: 2086.94 ms
[2021-09-28 07:01:04 main:574] : INFO : Epoch 1613 | loss: 0.0311119 | val_loss: 0.0311484 | Time: 2116.22 ms
[2021-09-28 07:01:06 main:574] : INFO : Epoch 1614 | loss: 0.0311111 | val_loss: 0.0311421 | Time: 1967.8 ms
[2021-09-28 07:01:09 main:574] : INFO : Epoch 1615 | loss: 0.0311072 | val_loss: 0.0311472 | Time: 2006.27 ms
[2021-09-28 07:01:11 main:574] : INFO : Epoch 1616 | loss: 0.0311088 | val_loss: 0.0311394 | Time: 2050.15 ms
[2021-09-28 07:01:13 main:574] : INFO : Epoch 1617 | loss: 0.0311099 | val_loss: 0.0311476 | Time: 2077.71 ms
[2021-09-28 07:01:15 main:574] : INFO : Epoch 1618 | loss: 0.0311036 | val_loss: 0.0311481 | Time: 2112.32 ms
[2021-09-28 07:01:17 main:574] : INFO : Epoch 1619 | loss: 0.0311049 | val_loss: 0.0311597 | Time: 2077.43 ms
[2021-09-28 07:01:20 main:574] : INFO : Epoch 1620 | loss: 0.031107 | val_loss: 0.0311492 | Time: 2138.76 ms
[2021-09-28 07:01:22 main:574] : INFO : Epoch 1621 | loss: 0.0311031 | val_loss: 0.0311462 | Time: 2051 ms
[2021-09-28 07:01:24 main:574] : INFO : Epoch 1622 | loss: 0.0311016 | val_loss: 0.0311405 | Time: 2018.75 ms
[2021-09-28 07:01:26 main:574] : INFO : Epoch 1623 | loss: 0.0311164 | val_loss: 0.0311506 | Time: 2025.23 ms
[2021-09-28 07:01:28 main:574] : INFO : Epoch 1624 | loss: 0.0311225 | val_loss: 0.0311423 | Time: 1987.13 ms
[2021-09-28 07:01:31 main:574] : INFO : Epoch 1625 | loss: 0.0311126 | val_loss: 0.0311422 | Time: 2107.96 ms
[2021-09-28 07:01:33 main:574] : INFO : Epoch 1626 | loss: 0.0311113 | val_loss: 0.0311414 | Time: 2039.42 ms
[2021-09-28 07:01:35 main:574] : INFO : Epoch 1627 | loss: 0.0311068 | val_loss: 0.0311464 | Time: 2159.08 ms
[2021-09-28 07:01:37 main:574] : INFO : Epoch 1628 | loss: 0.031114 | val_loss: 0.0311421 | Time: 2060.1 ms
[2021-09-28 07:01:39 main:574] : INFO : Epoch 1629 | loss: 0.0311141 | val_loss: 0.0311455 | Time: 2039.93 ms
[2021-09-28 07:01:42 main:574] : INFO : Epoch 1630 | loss: 0.0311116 | val_loss: 0.0311437 | Time: 1962.19 ms
[2021-09-28 07:01:44 main:574] : INFO : Epoch 1631 | loss: 0.031108 | val_loss: 0.0311425 | Time: 1958.42 ms
[2021-09-28 07:01:46 main:574] : INFO : Epoch 1632 | loss: 0.0311144 | val_loss: 0.0311397 | Time: 2142.87 ms
[2021-09-28 07:01:48 main:574] : INFO : Epoch 1633 | loss: 0.0311148 | val_loss: 0.031149 | Time: 2054.6 ms
[2021-09-28 07:01:50 main:574] : INFO : Epoch 1634 | loss: 0.0311092 | val_loss: 0.0311344 | Time: 2084.98 ms
[2021-09-28 07:01:52 main:574] : INFO : Epoch 1635 | loss: 0.0311043 | val_loss: 0.0311402 | Time: 2045.75 ms
[2021-09-28 07:01:55 main:574] : INFO : Epoch 1636 | loss: 0.0311086 | val_loss: 0.0311476 | Time: 2134.27 ms
[2021-09-28 07:01:57 main:574] : INFO : Epoch 1637 | loss: 0.0311112 | val_loss: 0.0311447 | Time: 1968.57 ms
[2021-09-28 07:01:59 main:574] : INFO : Epoch 1638 | loss: 0.0311054 | val_loss: 0.0311409 | Time: 1986.86 ms
[2021-09-28 07:02:01 main:574] : INFO : Epoch 1639 | loss: 0.0311113 | val_loss: 0.0311502 | Time: 2132.64 ms
[2021-09-28 07:02:03 main:574] : INFO : Epoch 1640 | loss: 0.0311114 | val_loss: 0.03114 | Time: 2042.73 ms
[2021-09-28 07:02:06 main:574] : INFO : Epoch 1641 | loss: 0.0311145 | val_loss: 0.0311431 | Time: 2106.79 ms
[2021-09-28 07:02:08 main:574] : INFO : Epoch 1642 | loss: 0.0311339 | val_loss: 0.0311565 | Time: 2077.73 ms
[2021-09-28 07:02:10 main:574] : INFO : Epoch 1643 | loss: 0.0311547 | val_loss: 0.0311552 | Time: 2082.05 ms
[2021-09-28 07:02:12 main:574] : INFO : Epoch 1644 | loss: 0.0311456 | val_loss: 0.0311532 | Time: 2099.9 ms
[2021-09-28 07:02:14 main:574] : INFO : Epoch 1645 | loss: 0.0311401 | val_loss: 0.0311541 | Time: 2044.12 ms
[2021-09-28 07:02:17 main:574] : INFO : Epoch 1646 | loss: 0.0311402 | val_loss: 0.0311482 | Time: 1997.04 ms
[2021-09-28 07:02:19 main:574] : INFO : Epoch 1647 | loss: 0.0311358 | val_loss: 0.0311503 | Time: 2052.71 ms
[2021-09-28 07:02:21 main:574] : INFO : Epoch 1648 | loss: 0.0311306 | val_loss: 0.0311463 | Time: 2171.54 ms
[2021-09-28 07:02:23 main:574] : INFO : Epoch 1649 | loss: 0.0311285 | val_loss: 0.031144 | Time: 2044.28 ms
[2021-09-28 07:02:26 main:574] : INFO : Epoch 1650 | loss: 0.0311287 | val_loss: 0.031144 | Time: 2171.35 ms
[2021-09-28 07:02:28 main:574] : INFO : Epoch 1651 | loss: 0.0311262 | val_loss: 0.0311457 | Time: 2059.1 ms
[2021-09-28 07:02:30 main:574] : INFO : Epoch 1652 | loss: 0.0311237 | val_loss: 0.0311424 | Time: 2119.58 ms
[2021-09-28 07:02:32 main:574] : INFO : Epoch 1653 | loss: 0.0311229 | val_loss: 0.0311412 | Time: 2063.64 ms
[2021-09-28 07:02:34 main:574] : INFO : Epoch 1654 | loss: 0.031122 | val_loss: 0.0311443 | Time: 2009.38 ms
[2021-09-28 07:02:37 main:574] : INFO : Epoch 1655 | loss: 0.031122 | val_loss: 0.0311436 | Time: 2335.1 ms
[2021-09-28 07:02:39 main:574] : INFO : Epoch 1656 | loss: 0.0311203 | val_loss: 0.0311545 | Time: 1971.98 ms
[2021-09-28 07:02:41 main:574] : INFO : Epoch 1657 | loss: 0.0311204 | val_loss: 0.0311349 | Time: 2023.47 ms
[2021-09-28 07:02:43 main:574] : INFO : Epoch 1658 | loss: 0.0311235 | val_loss: 0.0311466 | Time: 2079.39 ms
[2021-09-28 07:02:46 main:574] : INFO : Epoch 1659 | loss: 0.0311194 | val_loss: 0.0311455 | Time: 2091.65 ms
[2021-09-28 07:02:48 main:574] : INFO : Epoch 1660 | loss: 0.0311189 | val_loss: 0.0311408 | Time: 2017.56 ms
[2021-09-28 07:02:50 main:574] : INFO : Epoch 1661 | loss: 0.0311188 | val_loss: 0.0311399 | Time: 2197.82 ms
[2021-09-28 07:02:52 main:574] : INFO : Epoch 1662 | loss: 0.0311166 | val_loss: 0.0311379 | Time: 1986.49 ms
[2021-09-28 07:02:54 main:574] : INFO : Epoch 1663 | loss: 0.0311138 | val_loss: 0.0311369 | Time: 2069.69 ms
[2021-09-28 07:02:57 main:574] : INFO : Epoch 1664 | loss: 0.031118 | val_loss: 0.0311397 | Time: 2026.82 ms
[2021-09-28 07:02:59 main:574] : INFO : Epoch 1665 | loss: 0.0311196 | val_loss: 0.0311391 | Time: 2077.76 ms
[2021-09-28 07:03:01 main:574] : INFO : Epoch 1666 | loss: 0.0311186 | val_loss: 0.0311415 | Time: 2195.27 ms
[2021-09-28 07:03:03 main:574] : INFO : Epoch 1667 | loss: 0.0311169 | val_loss: 0.0311412 | Time: 2062.41 ms
[2021-09-28 07:03:06 main:574] : INFO : Epoch 1668 | loss: 0.0311152 | val_loss: 0.0311378 | Time: 2098.88 ms
[2021-09-28 07:03:08 main:574] : INFO : Epoch 1669 | loss: 0.0311144 | val_loss: 0.0311405 | Time: 2057.26 ms
[2021-09-28 07:03:10 main:574] : INFO : Epoch 1670 | loss: 0.0311123 | val_loss: 0.0311373 | Time: 2020.04 ms
[2021-09-28 07:03:12 main:574] : INFO : Epoch 1671 | loss: 0.0311114 | val_loss: 0.0311437 | Time: 2020.33 ms
[2021-09-28 07:03:14 main:574] : INFO : Epoch 1672 | loss: 0.031113 | val_loss: 0.0311425 | Time: 2073.41 ms
[2021-09-28 07:03:16 main:574] : INFO : Epoch 1673 | loss: 0.0311135 | val_loss: 0.0311492 | Time: 2114.46 ms
[2021-09-28 07:03:19 main:574] : INFO : Epoch 1674 | loss: 0.0311127 | val_loss: 0.0311499 | Time: 2044.08 ms
[2021-09-28 07:03:21 main:574] : INFO : Epoch 1675 | loss: 0.031114 | val_loss: 0.0311362 | Time: 2129.27 ms
[2021-09-28 07:03:23 main:574] : INFO : Epoch 1676 | loss: 0.031111 | val_loss: 0.0311359 | Time: 2050.01 ms
[2021-09-28 07:03:25 main:574] : INFO : Epoch 1677 | loss: 0.0311181 | val_loss: 0.0311392 | Time: 2195.16 ms
[2021-09-28 07:03:27 main:574] : INFO : Epoch 1678 | loss: 0.0311119 | val_loss: 0.0311342 | Time: 2018.28 ms
[2021-09-28 07:03:30 main:574] : INFO : Epoch 1679 | loss: 0.0311112 | val_loss: 0.0311375 | Time: 2039.06 ms
[2021-09-28 07:03:32 main:574] : INFO : Epoch 1680 | loss: 0.0311135 | val_loss: 0.0311497 | Time: 2003.07 ms
[2021-09-28 07:03:34 main:574] : INFO : Epoch 1681 | loss: 0.0311165 | val_loss: 0.0311402 | Time: 2066.25 ms
[2021-09-28 07:03:36 main:574] : INFO : Epoch 1682 | loss: 0.0311152 | val_loss: 0.0311435 | Time: 2179.52 ms
[2021-09-28 07:03:39 main:574] : INFO : Epoch 1683 | loss: 0.0311102 | val_loss: 0.0311439 | Time: 2117.94 ms
[2021-09-28 07:03:41 main:574] : INFO : Epoch 1684 | loss: 0.0311092 | val_loss: 0.0311427 | Time: 2094.02 ms
[2021-09-28 07:03:43 main:574] : INFO : Epoch 1685 | loss: 0.031111 | val_loss: 0.0311542 | Time: 2131.08 ms
[2021-09-28 07:03:45 main:574] : INFO : Epoch 1686 | loss: 0.0311098 | val_loss: 0.0311449 | Time: 2056.17 ms
[2021-09-28 07:03:47 main:574] : INFO : Epoch 1687 | loss: 0.0311128 | val_loss: 0.0311392 | Time: 1966.05 ms
[2021-09-28 07:03:49 main:574] : INFO : Epoch 1688 | loss: 0.0311083 | val_loss: 0.0311426 | Time: 1998.61 ms
[2021-09-28 07:03:52 main:574] : INFO : Epoch 1689 | loss: 0.0311072 | val_loss: 0.0311437 | Time: 2227.45 ms
[2021-09-28 07:03:54 main:574] : INFO : Epoch 1690 | loss: 0.0311062 | val_loss: 0.0311359 | Time: 2017.54 ms
[2021-09-28 07:03:56 main:574] : INFO : Epoch 1691 | loss: 0.0311046 | val_loss: 0.0311417 | Time: 2125.58 ms
[2021-09-28 07:03:58 main:574] : INFO : Epoch 1692 | loss: 0.031111 | val_loss: 0.0311428 | Time: 2056.9 ms
[2021-09-28 07:04:01 main:574] : INFO : Epoch 1693 | loss: 0.0311087 | val_loss: 0.0311409 | Time: 2126.9 ms
[2021-09-28 07:04:03 main:574] : INFO : Epoch 1694 | loss: 0.0311115 | val_loss: 0.031155 | Time: 2135.41 ms
[2021-09-28 07:04:05 main:574] : INFO : Epoch 1695 | loss: 0.0311246 | val_loss: 0.0311379 | Time: 1980.38 ms
[2021-09-28 07:04:07 main:574] : INFO : Epoch 1696 | loss: 0.0311167 | val_loss: 0.0311366 | Time: 1970.64 ms
[2021-09-28 07:04:09 main:574] : INFO : Epoch 1697 | loss: 0.0311135 | val_loss: 0.0311361 | Time: 2023.99 ms
[2021-09-28 07:04:12 main:574] : INFO : Epoch 1698 | loss: 0.0311113 | val_loss: 0.0311363 | Time: 2148.26 ms
[2021-09-28 07:04:14 main:574] : INFO : Epoch 1699 | loss: 0.0311085 | val_loss: 0.0311363 | Time: 2072.52 ms
[2021-09-28 07:04:16 main:574] : INFO : Epoch 1700 | loss: 0.0311059 | val_loss: 0.0311405 | Time: 2117.42 ms
[2021-09-28 07:04:18 main:574] : INFO : Epoch 1701 | loss: 0.0311044 | val_loss: 0.031143 | Time: 2114.03 ms
[2021-09-28 07:04:21 main:574] : INFO : Epoch 1702 | loss: 0.0311074 | val_loss: 0.0311302 | Time: 2115.91 ms
[2021-09-28 07:04:23 main:574] : INFO : Epoch 1703 | loss: 0.0311092 | val_loss: 0.0311442 | Time: 1977.05 ms
[2021-09-28 07:04:25 main:574] : INFO : Epoch 1704 | loss: 0.0311079 | val_loss: 0.0311394 | Time: 2022.84 ms
[2021-09-28 07:04:27 main:574] : INFO : Epoch 1705 | loss: 0.0311054 | val_loss: 0.0311391 | Time: 2039.91 ms
[2021-09-28 07:04:29 main:574] : INFO : Epoch 1706 | loss: 0.0311032 | val_loss: 0.031132 | Time: 2088.34 ms
[2021-09-28 07:04:31 main:574] : INFO : Epoch 1707 | loss: 0.0311012 | val_loss: 0.0311386 | Time: 2164.08 ms
[2021-09-28 07:04:34 main:574] : INFO : Epoch 1708 | loss: 0.0311045 | val_loss: 0.0311398 | Time: 2089.42 ms
[2021-09-28 07:04:36 main:574] : INFO : Epoch 1709 | loss: 0.031108 | val_loss: 0.0311388 | Time: 2076.86 ms
[2021-09-28 07:04:38 main:574] : INFO : Epoch 1710 | loss: 0.0311083 | val_loss: 0.0311431 | Time: 2146.95 ms
[2021-09-28 07:04:40 main:574] : INFO : Epoch 1711 | loss: 0.0311153 | val_loss: 0.031135 | Time: 2072.04 ms
[2021-09-28 07:04:42 main:574] : INFO : Epoch 1712 | loss: 0.0311094 | val_loss: 0.0311466 | Time: 1992.69 ms
[2021-09-28 07:04:45 main:574] : INFO : Epoch 1713 | loss: 0.0311079 | val_loss: 0.031148 | Time: 2028.54 ms
[2021-09-28 07:04:47 main:574] : INFO : Epoch 1714 | loss: 0.0311084 | val_loss: 0.0311482 | Time: 2163.58 ms
[2021-09-28 07:04:49 main:574] : INFO : Epoch 1715 | loss: 0.0311064 | val_loss: 0.031144 | Time: 2108.16 ms
[2021-09-28 07:04:51 main:574] : INFO : Epoch 1716 | loss: 0.0311046 | val_loss: 0.0311415 | Time: 2159.78 ms
[2021-09-28 07:04:54 main:574] : INFO : Epoch 1717 | loss: 0.0311098 | val_loss: 0.0311527 | Time: 2095.93 ms
[2021-09-28 07:04:56 main:574] : INFO : Epoch 1718 | loss: 0.0311048 | val_loss: 0.031135 | Time: 2083.02 ms
[2021-09-28 07:04:58 main:574] : INFO : Epoch 1719 | loss: 0.0311118 | val_loss: 0.031146 | Time: 2006.07 ms
[2021-09-28 07:05:00 main:574] : INFO : Epoch 1720 | loss: 0.0311093 | val_loss: 0.0311456 | Time: 2130.34 ms
[2021-09-28 07:05:02 main:574] : INFO : Epoch 1721 | loss: 0.0311031 | val_loss: 0.0311384 | Time: 2081.84 ms
[2021-09-28 07:05:05 main:574] : INFO : Epoch 1722 | loss: 0.0311013 | val_loss: 0.0311429 | Time: 2096.14 ms
[2021-09-28 07:05:07 main:574] : INFO : Epoch 1723 | loss: 0.0311048 | val_loss: 0.0311397 | Time: 2119.54 ms
[2021-09-28 07:05:09 main:574] : INFO : Epoch 1724 | loss: 0.0311022 | val_loss: 0.0311351 | Time: 2103.96 ms
[2021-09-28 07:05:11 main:574] : INFO : Epoch 1725 | loss: 0.0311025 | val_loss: 0.031152 | Time: 2165.52 ms
[2021-09-28 07:05:14 main:574] : INFO : Epoch 1726 | loss: 0.0311017 | val_loss: 0.0311367 | Time: 2166.15 ms
[2021-09-28 07:05:16 main:574] : INFO : Epoch 1727 | loss: 0.0311021 | val_loss: 0.031147 | Time: 2113.74 ms
[2021-09-28 07:05:18 main:574] : INFO : Epoch 1728 | loss: 0.0311049 | val_loss: 0.0311353 | Time: 2001.94 ms
[2021-09-28 07:05:20 main:574] : INFO : Epoch 1729 | loss: 0.0310989 | val_loss: 0.0311432 | Time: 2085.32 ms
[2021-09-28 07:05:22 main:574] : INFO : Epoch 1730 | loss: 0.031098 | val_loss: 0.0311344 | Time: 2015.72 ms
[2021-09-28 07:05:25 main:574] : INFO : Epoch 1731 | loss: 0.031101 | val_loss: 0.0311431 | Time: 2091.98 ms
[2021-09-28 07:05:27 main:574] : INFO : Epoch 1732 | loss: 0.0310995 | val_loss: 0.0311347 | Time: 2124.47 ms
[2021-09-28 07:05:29 main:574] : INFO : Epoch 1733 | loss: 0.031098 | val_loss: 0.0311529 | Time: 2083.09 ms
[2021-09-28 07:05:31 main:574] : INFO : Epoch 1734 | loss: 0.0311028 | val_loss: 0.0311343 | Time: 2137.45 ms
[2021-09-28 07:05:34 main:574] : INFO : Epoch 1735 | loss: 0.0310996 | val_loss: 0.0311371 | Time: 2102.18 ms
[2021-09-28 07:05:36 main:574] : INFO : Epoch 1736 | loss: 0.031101 | val_loss: 0.0311356 | Time: 2013.06 ms
[2021-09-28 07:05:38 main:574] : INFO : Epoch 1737 | loss: 0.0311075 | val_loss: 0.0311348 | Time: 2054.75 ms
[2021-09-28 07:05:40 main:574] : INFO : Epoch 1738 | loss: 0.0311117 | val_loss: 0.0311427 | Time: 2069.48 ms
[2021-09-28 07:05:42 main:574] : INFO : Epoch 1739 | loss: 0.0311098 | val_loss: 0.0311342 | Time: 2022.2 ms
[2021-09-28 07:05:45 main:574] : INFO : Epoch 1740 | loss: 0.0311054 | val_loss: 0.0311379 | Time: 2105.62 ms
[2021-09-28 07:05:47 main:574] : INFO : Epoch 1741 | loss: 0.0311053 | val_loss: 0.0311438 | Time: 2058.9 ms
[2021-09-28 07:05:49 main:574] : INFO : Epoch 1742 | loss: 0.0311029 | val_loss: 0.0311379 | Time: 2091.62 ms
[2021-09-28 07:05:51 main:574] : INFO : Epoch 1743 | loss: 0.0311034 | val_loss: 0.0311442 | Time: 2085.58 ms
[2021-09-28 07:05:53 main:574] : INFO : Epoch 1744 | loss: 0.0311006 | val_loss: 0.0311414 | Time: 2054.44 ms
[2021-09-28 07:05:56 main:574] : INFO : Epoch 1745 | loss: 0.0310993 | val_loss: 0.0311457 | Time: 1979.35 ms
[2021-09-28 07:05:58 main:574] : INFO : Epoch 1746 | loss: 0.0311068 | val_loss: 0.0311467 | Time: 1954.27 ms
[2021-09-28 07:06:00 main:574] : INFO : Epoch 1747 | loss: 0.0311078 | val_loss: 0.0311433 | Time: 2140.14 ms
[2021-09-28 07:06:02 main:574] : INFO : Epoch 1748 | loss: 0.0311093 | val_loss: 0.0311297 | Time: 2075.41 ms
[2021-09-28 07:06:04 main:574] : INFO : Epoch 1749 | loss: 0.0311099 | val_loss: 0.0311367 | Time: 2111.84 ms
[2021-09-28 07:06:07 main:574] : INFO : Epoch 1750 | loss: 0.0311085 | val_loss: 0.0311398 | Time: 2080.82 ms
[2021-09-28 07:06:09 main:574] : INFO : Epoch 1751 | loss: 0.0311052 | val_loss: 0.0311377 | Time: 2112.91 ms
[2021-09-28 07:06:11 main:574] : INFO : Epoch 1752 | loss: 0.0311054 | val_loss: 0.031143 | Time: 2044.22 ms
[2021-09-28 07:06:13 main:574] : INFO : Epoch 1753 | loss: 0.0311062 | val_loss: 0.0311343 | Time: 2022.45 ms
[2021-09-28 07:06:15 main:574] : INFO : Epoch 1754 | loss: 0.031103 | val_loss: 0.0311317 | Time: 2023.61 ms
[2021-09-28 07:06:18 main:574] : INFO : Epoch 1755 | loss: 0.0311048 | val_loss: 0.031132 | Time: 2058.08 ms
[2021-09-28 07:06:20 main:574] : INFO : Epoch 1756 | loss: 0.0311022 | val_loss: 0.0311346 | Time: 2057.82 ms
[2021-09-28 07:06:22 main:574] : INFO : Epoch 1757 | loss: 0.0311017 | val_loss: 0.0311315 | Time: 2112.53 ms
[2021-09-28 07:06:24 main:574] : INFO : Epoch 1758 | loss: 0.0311026 | val_loss: 0.0311567 | Time: 2172.55 ms
[2021-09-28 07:06:27 main:574] : INFO : Epoch 1759 | loss: 0.0311024 | val_loss: 0.0311303 | Time: 2071.72 ms
[2021-09-28 07:06:29 main:574] : INFO : Epoch 1760 | loss: 0.0311006 | val_loss: 0.0311384 | Time: 2073.8 ms
[2021-09-28 07:06:31 main:574] : INFO : Epoch 1761 | loss: 0.0310979 | val_loss: 0.0311407 | Time: 2066.17 ms
[2021-09-28 07:06:33 main:574] : INFO : Epoch 1762 | loss: 0.0310973 | val_loss: 0.0311372 | Time: 1991.78 ms
[2021-09-28 07:06:35 main:574] : INFO : Epoch 1763 | loss: 0.0311037 | val_loss: 0.0311447 | Time: 2091.73 ms
[2021-09-28 07:06:37 main:574] : INFO : Epoch 1764 | loss: 0.0310984 | val_loss: 0.0311321 | Time: 2080.94 ms
[2021-09-28 07:06:40 main:574] : INFO : Epoch 1765 | loss: 0.0310966 | val_loss: 0.0311494 | Time: 2087.3 ms
[2021-09-28 07:06:42 main:574] : INFO : Epoch 1766 | loss: 0.0310981 | val_loss: 0.0311389 | Time: 2040.35 ms
[2021-09-28 07:06:44 main:574] : INFO : Epoch 1767 | loss: 0.0310963 | val_loss: 0.0311376 | Time: 2140.31 ms
[2021-09-28 07:06:46 main:574] : INFO : Epoch 1768 | loss: 0.031096 | val_loss: 0.0311358 | Time: 2002.2 ms
[2021-09-28 07:06:49 main:574] : INFO : Epoch 1769 | loss: 0.0310958 | val_loss: 0.0311501 | Time: 2074.03 ms
[2021-09-28 07:06:51 main:574] : INFO : Epoch 1770 | loss: 0.0311 | val_loss: 0.0311347 | Time: 2021.65 ms
[2021-09-28 07:06:53 main:574] : INFO : Epoch 1771 | loss: 0.0310984 | val_loss: 0.0311386 | Time: 2017.91 ms
[2021-09-28 07:06:55 main:574] : INFO : Epoch 1772 | loss: 0.031093 | val_loss: 0.0311396 | Time: 2165.98 ms
[2021-09-28 07:06:57 main:574] : INFO : Epoch 1773 | loss: 0.0310917 | val_loss: 0.0311439 | Time: 2049.08 ms
[2021-09-28 07:07:00 main:574] : INFO : Epoch 1774 | loss: 0.0310948 | val_loss: 0.0311363 | Time: 2209.93 ms
[2021-09-28 07:07:02 main:574] : INFO : Epoch 1775 | loss: 0.0310991 | val_loss: 0.0311437 | Time: 2154.69 ms
[2021-09-28 07:07:04 main:574] : INFO : Epoch 1776 | loss: 0.0310967 | val_loss: 0.0311378 | Time: 2096.73 ms
[2021-09-28 07:07:06 main:574] : INFO : Epoch 1777 | loss: 0.0310952 | val_loss: 0.0311472 | Time: 1971.36 ms
[2021-09-28 07:07:08 main:574] : INFO : Epoch 1778 | loss: 0.0311022 | val_loss: 0.0311352 | Time: 2012.78 ms
[2021-09-28 07:07:11 main:574] : INFO : Epoch 1779 | loss: 0.0311022 | val_loss: 0.031152 | Time: 2014.62 ms
[2021-09-28 07:07:13 main:574] : INFO : Epoch 1780 | loss: 0.0311056 | val_loss: 0.0311424 | Time: 2071.17 ms
[2021-09-28 07:07:15 main:574] : INFO : Epoch 1781 | loss: 0.0310987 | val_loss: 0.0311342 | Time: 2134.14 ms
[2021-09-28 07:07:17 main:574] : INFO : Epoch 1782 | loss: 0.0310949 | val_loss: 0.0311435 | Time: 2056.75 ms
[2021-09-28 07:07:20 main:574] : INFO : Epoch 1783 | loss: 0.0310931 | val_loss: 0.0311348 | Time: 2178.34 ms
[2021-09-28 07:07:22 main:574] : INFO : Epoch 1784 | loss: 0.0310947 | val_loss: 0.0311304 | Time: 2075.98 ms
[2021-09-28 07:07:24 main:574] : INFO : Epoch 1785 | loss: 0.0310949 | val_loss: 0.0311336 | Time: 2149.93 ms
[2021-09-28 07:07:26 main:574] : INFO : Epoch 1786 | loss: 0.0310936 | val_loss: 0.0311336 | Time: 1947.3 ms
[2021-09-28 07:07:28 main:574] : INFO : Epoch 1787 | loss: 0.0310933 | val_loss: 0.0311422 | Time: 2005.09 ms
[2021-09-28 07:07:31 main:574] : INFO : Epoch 1788 | loss: 0.0310951 | val_loss: 0.0311447 | Time: 2086.63 ms
[2021-09-28 07:07:33 main:574] : INFO : Epoch 1789 | loss: 0.0310927 | val_loss: 0.0311373 | Time: 2065.62 ms
[2021-09-28 07:07:35 main:574] : INFO : Epoch 1790 | loss: 0.0310898 | val_loss: 0.0311391 | Time: 2145.03 ms
[2021-09-28 07:07:37 main:574] : INFO : Epoch 1791 | loss: 0.0310906 | val_loss: 0.0311464 | Time: 2088.75 ms
[2021-09-28 07:07:40 main:574] : INFO : Epoch 1792 | loss: 0.0310905 | val_loss: 0.0311308 | Time: 2111.92 ms
[2021-09-28 07:07:42 main:574] : INFO : Epoch 1793 | loss: 0.0310917 | val_loss: 0.0311422 | Time: 1978.72 ms
[2021-09-28 07:07:44 main:574] : INFO : Epoch 1794 | loss: 0.0310908 | val_loss: 0.0311393 | Time: 2043.32 ms
[2021-09-28 07:07:46 main:574] : INFO : Epoch 1795 | loss: 0.031089 | val_loss: 0.0311306 | Time: 2045.13 ms
[2021-09-28 07:07:48 main:574] : INFO : Epoch 1796 | loss: 0.0310932 | val_loss: 0.0311414 | Time: 2046.54 ms
[2021-09-28 07:07:50 main:574] : INFO : Epoch 1797 | loss: 0.0310913 | val_loss: 0.0311405 | Time: 2152.75 ms
[2021-09-28 07:07:53 main:574] : INFO : Epoch 1798 | loss: 0.0310904 | val_loss: 0.0311477 | Time: 2075.39 ms
[2021-09-28 07:07:55 main:574] : INFO : Epoch 1799 | loss: 0.0310885 | val_loss: 0.0311377 | Time: 2098.6 ms
[2021-09-28 07:07:57 main:574] : INFO : Epoch 1800 | loss: 0.0310879 | val_loss: 0.0311456 | Time: 2025.17 ms
[2021-09-28 07:07:59 main:574] : INFO : Epoch 1801 | loss: 0.0310951 | val_loss: 0.0311371 | Time: 2182.57 ms
[2021-09-28 07:08:02 main:574] : INFO : Epoch 1802 | loss: 0.0310985 | val_loss: 0.0311442 | Time: 2013.69 ms
[2021-09-28 07:08:04 main:574] : INFO : Epoch 1803 | loss: 0.0311058 | val_loss: 0.0311411 | Time: 1987.81 ms
[2021-09-28 07:08:06 main:574] : INFO : Epoch 1804 | loss: 0.0311265 | val_loss: 0.0311372 | Time: 2046.84 ms
[2021-09-28 07:08:08 main:574] : INFO : Epoch 1805 | loss: 0.031118 | val_loss: 0.0311292 | Time: 2043.42 ms
[2021-09-28 07:08:10 main:574] : INFO : Epoch 1806 | loss: 0.0311107 | val_loss: 0.0311299 | Time: 2069.7 ms
[2021-09-28 07:08:13 main:574] : INFO : Epoch 1807 | loss: 0.0311089 | val_loss: 0.0311286 | Time: 2060.13 ms
[2021-09-28 07:08:15 main:574] : INFO : Epoch 1808 | loss: 0.0311107 | val_loss: 0.0311306 | Time: 2110.02 ms
[2021-09-28 07:08:17 main:574] : INFO : Epoch 1809 | loss: 0.0311074 | val_loss: 0.0311262 | Time: 2010.21 ms
[2021-09-28 07:08:19 main:574] : INFO : Epoch 1810 | loss: 0.031105 | val_loss: 0.0311289 | Time: 1989.68 ms
[2021-09-28 07:08:21 main:574] : INFO : Epoch 1811 | loss: 0.0311072 | val_loss: 0.031137 | Time: 2004.17 ms
[2021-09-28 07:08:23 main:574] : INFO : Epoch 1812 | loss: 0.0311044 | val_loss: 0.0311272 | Time: 2043.79 ms
[2021-09-28 07:08:26 main:574] : INFO : Epoch 1813 | loss: 0.0311035 | val_loss: 0.0311421 | Time: 2092.09 ms
[2021-09-28 07:08:28 main:574] : INFO : Epoch 1814 | loss: 0.0311394 | val_loss: 0.0311527 | Time: 2118.14 ms
[2021-09-28 07:08:30 main:574] : INFO : Epoch 1815 | loss: 0.0311467 | val_loss: 0.0311501 | Time: 2375.9 ms
[2021-09-28 07:08:33 main:574] : INFO : Epoch 1816 | loss: 0.0311422 | val_loss: 0.031145 | Time: 2243.78 ms
[2021-09-28 07:08:35 main:574] : INFO : Epoch 1817 | loss: 0.0311322 | val_loss: 0.03114 | Time: 2384.8 ms
[2021-09-28 07:08:37 main:574] : INFO : Epoch 1818 | loss: 0.0311271 | val_loss: 0.0311384 | Time: 2199.8 ms
[2021-09-28 07:08:40 main:574] : INFO : Epoch 1819 | loss: 0.0311248 | val_loss: 0.0311425 | Time: 2406.9 ms
[2021-09-28 07:08:42 main:574] : INFO : Epoch 1820 | loss: 0.0311222 | val_loss: 0.0311396 | Time: 2120.58 ms
[2021-09-28 07:08:44 main:574] : INFO : Epoch 1821 | loss: 0.0311184 | val_loss: 0.0311382 | Time: 2014.95 ms
[2021-09-28 07:08:47 main:574] : INFO : Epoch 1822 | loss: 0.0311187 | val_loss: 0.0311365 | Time: 2034.76 ms
[2021-09-28 07:08:49 main:574] : INFO : Epoch 1823 | loss: 0.0311142 | val_loss: 0.031136 | Time: 2036 ms
[2021-09-28 07:08:51 main:574] : INFO : Epoch 1824 | loss: 0.0311126 | val_loss: 0.0311431 | Time: 2171.98 ms
[2021-09-28 07:08:54 main:574] : INFO : Epoch 1825 | loss: 0.0311119 | val_loss: 0.0311338 | Time: 2293.01 ms
[2021-09-28 07:08:56 main:574] : INFO : Epoch 1826 | loss: 0.0311097 | val_loss: 0.0311384 | Time: 2152.56 ms
[2021-09-28 07:08:58 main:574] : INFO : Epoch 1827 | loss: 0.0311096 | val_loss: 0.031135 | Time: 2051.51 ms
[2021-09-28 07:09:00 main:574] : INFO : Epoch 1828 | loss: 0.0311089 | val_loss: 0.0311378 | Time: 2103.33 ms
[2021-09-28 07:09:02 main:574] : INFO : Epoch 1829 | loss: 0.0311108 | val_loss: 0.0311415 | Time: 2075.76 ms
[2021-09-28 07:09:05 main:574] : INFO : Epoch 1830 | loss: 0.0311119 | val_loss: 0.0311363 | Time: 2089.38 ms
[2021-09-28 07:09:07 main:574] : INFO : Epoch 1831 | loss: 0.031109 | val_loss: 0.0311381 | Time: 2010.39 ms
[2021-09-28 07:09:09 main:574] : INFO : Epoch 1832 | loss: 0.0311098 | val_loss: 0.0311329 | Time: 2005.96 ms
[2021-09-28 07:09:11 main:574] : INFO : Epoch 1833 | loss: 0.0311083 | val_loss: 0.0311339 | Time: 2099.71 ms
[2021-09-28 07:09:13 main:574] : INFO : Epoch 1834 | loss: 0.0311072 | val_loss: 0.0311367 | Time: 2054.23 ms
[2021-09-28 07:09:16 main:574] : INFO : Epoch 1835 | loss: 0.0311084 | val_loss: 0.0311331 | Time: 2227.74 ms
[2021-09-28 07:09:18 main:574] : INFO : Epoch 1836 | loss: 0.0311065 | val_loss: 0.0311341 | Time: 2067.74 ms
[2021-09-28 07:09:20 main:574] : INFO : Epoch 1837 | loss: 0.0311046 | val_loss: 0.0311413 | Time: 2094.76 ms
[2021-09-28 07:09:22 main:574] : INFO : Epoch 1838 | loss: 0.031107 | val_loss: 0.0311318 | Time: 2062.28 ms
[2021-09-28 07:09:24 main:574] : INFO : Epoch 1839 | loss: 0.031103 | val_loss: 0.0311366 | Time: 2040.07 ms
[2021-09-28 07:09:27 main:574] : INFO : Epoch 1840 | loss: 0.0311059 | val_loss: 0.0311434 | Time: 2029.23 ms
[2021-09-28 07:09:29 main:574] : INFO : Epoch 1841 | loss: 0.0311056 | val_loss: 0.0311352 | Time: 2062.32 ms
[2021-09-28 07:09:31 main:574] : INFO : Epoch 1842 | loss: 0.031104 | val_loss: 0.0311352 | Time: 2155.52 ms
[2021-09-28 07:09:33 main:574] : INFO : Epoch 1843 | loss: 0.0311089 | val_loss: 0.0311372 | Time: 2059.24 ms
[2021-09-28 07:09:36 main:574] : INFO : Epoch 1844 | loss: 0.0311056 | val_loss: 0.0311387 | Time: 2143.14 ms
[2021-09-28 07:09:38 main:574] : INFO : Epoch 1845 | loss: 0.0311047 | val_loss: 0.0311411 | Time: 2015.08 ms
[2021-09-28 07:09:40 main:574] : INFO : Epoch 1846 | loss: 0.0311097 | val_loss: 0.0311417 | Time: 2034.96 ms
[2021-09-28 07:09:42 main:574] : INFO : Epoch 1847 | loss: 0.0311061 | val_loss: 0.0311455 | Time: 2071.63 ms
[2021-09-28 07:09:44 main:574] : INFO : Epoch 1848 | loss: 0.031105 | val_loss: 0.0311399 | Time: 2036.71 ms
[2021-09-28 07:09:46 main:574] : INFO : Epoch 1849 | loss: 0.0311107 | val_loss: 0.031157 | Time: 2107.29 ms
[2021-09-28 07:09:49 main:574] : INFO : Epoch 1850 | loss: 0.0311102 | val_loss: 0.0311394 | Time: 2062.08 ms
[2021-09-28 07:09:51 main:574] : INFO : Epoch 1851 | loss: 0.0311026 | val_loss: 0.0311355 | Time: 2127.93 ms
[2021-09-28 07:09:53 main:574] : INFO : Epoch 1852 | loss: 0.0311013 | val_loss: 0.0311375 | Time: 2115.35 ms
[2021-09-28 07:09:55 main:574] : INFO : Epoch 1853 | loss: 0.0311012 | val_loss: 0.0311375 | Time: 2101.02 ms
[2021-09-28 07:09:58 main:574] : INFO : Epoch 1854 | loss: 0.0311007 | val_loss: 0.0311405 | Time: 1999.17 ms
[2021-09-28 07:10:00 main:574] : INFO : Epoch 1855 | loss: 0.0311035 | val_loss: 0.0311323 | Time: 2136.93 ms
[2021-09-28 07:10:02 main:574] : INFO : Epoch 1856 | loss: 0.0311019 | val_loss: 0.0311417 | Time: 1991.16 ms
[2021-09-28 07:10:04 main:574] : INFO : Epoch 1857 | loss: 0.0311057 | val_loss: 0.0311434 | Time: 2011.11 ms
[2021-09-28 07:10:06 main:574] : INFO : Epoch 1858 | loss: 0.0310992 | val_loss: 0.0311389 | Time: 2161.11 ms
[2021-09-28 07:10:09 main:574] : INFO : Epoch 1859 | loss: 0.0311523 | val_loss: 0.0311547 | Time: 2083.94 ms
[2021-09-28 07:10:11 main:574] : INFO : Epoch 1860 | loss: 0.0311397 | val_loss: 0.0311478 | Time: 2081.85 ms
[2021-09-28 07:10:13 main:574] : INFO : Epoch 1861 | loss: 0.0311332 | val_loss: 0.0311432 | Time: 2076.21 ms
[2021-09-28 07:10:15 main:574] : INFO : Epoch 1862 | loss: 0.0311251 | val_loss: 0.0311439 | Time: 2109.52 ms
[2021-09-28 07:10:17 main:574] : INFO : Epoch 1863 | loss: 0.0311151 | val_loss: 0.0311361 | Time: 1997.92 ms
[2021-09-28 07:10:20 main:574] : INFO : Epoch 1864 | loss: 0.0311093 | val_loss: 0.0311327 | Time: 1986.83 ms
[2021-09-28 07:10:22 main:574] : INFO : Epoch 1865 | loss: 0.0311042 | val_loss: 0.0311376 | Time: 2080.89 ms
[2021-09-28 07:10:24 main:574] : INFO : Epoch 1866 | loss: 0.0311041 | val_loss: 0.0311328 | Time: 2081.64 ms
[2021-09-28 07:10:26 main:574] : INFO : Epoch 1867 | loss: 0.0311033 | val_loss: 0.0311358 | Time: 2086.9 ms
[2021-09-28 07:10:28 main:574] : INFO : Epoch 1868 | loss: 0.031104 | val_loss: 0.0311421 | Time: 2046.16 ms
[2021-09-28 07:10:31 main:574] : INFO : Epoch 1869 | loss: 0.0311019 | val_loss: 0.0311342 | Time: 2285.32 ms
[2021-09-28 07:10:33 main:574] : INFO : Epoch 1870 | loss: 0.0311021 | val_loss: 0.0311346 | Time: 2121.45 ms
[2021-09-28 07:10:35 main:574] : INFO : Epoch 1871 | loss: 0.0311024 | val_loss: 0.0311403 | Time: 2193.49 ms
[2021-09-28 07:10:37 main:574] : INFO : Epoch 1872 | loss: 0.0311049 | val_loss: 0.0311367 | Time: 1962.76 ms
[2021-09-28 07:10:40 main:574] : INFO : Epoch 1873 | loss: 0.0310984 | val_loss: 0.0311409 | Time: 1970.61 ms
[2021-09-28 07:10:42 main:574] : INFO : Epoch 1874 | loss: 0.0310983 | val_loss: 0.031139 | Time: 2167.82 ms
[2021-09-28 07:10:44 main:574] : INFO : Epoch 1875 | loss: 0.0310996 | val_loss: 0.0311461 | Time: 2067.01 ms
[2021-09-28 07:10:46 main:574] : INFO : Epoch 1876 | loss: 0.0310972 | val_loss: 0.0311363 | Time: 2143.92 ms
[2021-09-28 07:10:49 main:574] : INFO : Epoch 1877 | loss: 0.0310969 | val_loss: 0.0311365 | Time: 2108.56 ms
[2021-09-28 07:10:51 main:574] : INFO : Epoch 1878 | loss: 0.0310956 | val_loss: 0.0311347 | Time: 2106.1 ms
[2021-09-28 07:10:53 main:574] : INFO : Epoch 1879 | loss: 0.0310949 | val_loss: 0.0311379 | Time: 2091.78 ms
[2021-09-28 07:10:55 main:574] : INFO : Epoch 1880 | loss: 0.0311032 | val_loss: 0.0311409 | Time: 2137.16 ms
[2021-09-28 07:10:57 main:574] : INFO : Epoch 1881 | loss: 0.031097 | val_loss: 0.0311395 | Time: 2027.87 ms
[2021-09-28 07:11:00 main:574] : INFO : Epoch 1882 | loss: 0.0310953 | val_loss: 0.0311329 | Time: 1991 ms
[2021-09-28 07:11:02 main:574] : INFO : Epoch 1883 | loss: 0.0310963 | val_loss: 0.0311414 | Time: 2113.99 ms
[2021-09-28 07:11:04 main:574] : INFO : Epoch 1884 | loss: 0.0310974 | val_loss: 0.0311418 | Time: 2017.32 ms
[2021-09-28 07:11:06 main:574] : INFO : Epoch 1885 | loss: 0.031097 | val_loss: 0.031139 | Time: 2122.12 ms
[2021-09-28 07:11:08 main:574] : INFO : Epoch 1886 | loss: 0.0310945 | val_loss: 0.0311441 | Time: 2054.64 ms
[2021-09-28 07:11:11 main:574] : INFO : Epoch 1887 | loss: 0.0310927 | val_loss: 0.0311338 | Time: 2121.97 ms
[2021-09-28 07:11:13 main:574] : INFO : Epoch 1888 | loss: 0.0310949 | val_loss: 0.0311408 | Time: 1997.84 ms
[2021-09-28 07:11:15 main:574] : INFO : Epoch 1889 | loss: 0.0310914 | val_loss: 0.0311404 | Time: 2008.35 ms
[2021-09-28 07:11:17 main:574] : INFO : Epoch 1890 | loss: 0.0310926 | val_loss: 0.0311343 | Time: 2117.34 ms
[2021-09-28 07:11:19 main:574] : INFO : Epoch 1891 | loss: 0.031092 | val_loss: 0.031144 | Time: 2062.46 ms
[2021-09-28 07:11:22 main:574] : INFO : Epoch 1892 | loss: 0.0310928 | val_loss: 0.0311394 | Time: 2091.67 ms
[2021-09-28 07:11:24 main:574] : INFO : Epoch 1893 | loss: 0.0310923 | val_loss: 0.0311442 | Time: 2037 ms
[2021-09-28 07:11:26 main:574] : INFO : Epoch 1894 | loss: 0.0310943 | val_loss: 0.0311407 | Time: 2179.87 ms
[2021-09-28 07:11:28 main:574] : INFO : Epoch 1895 | loss: 0.0310931 | val_loss: 0.0311396 | Time: 2096.99 ms
[2021-09-28 07:11:31 main:574] : INFO : Epoch 1896 | loss: 0.0310983 | val_loss: 0.0311359 | Time: 2055.18 ms
[2021-09-28 07:11:33 main:574] : INFO : Epoch 1897 | loss: 0.0310983 | val_loss: 0.0311413 | Time: 2021.09 ms
[2021-09-28 07:11:35 main:574] : INFO : Epoch 1898 | loss: 0.0311013 | val_loss: 0.0311427 | Time: 2052.25 ms
[2021-09-28 07:11:37 main:574] : INFO : Epoch 1899 | loss: 0.0311045 | val_loss: 0.0311336 | Time: 2110.74 ms
[2021-09-28 07:11:39 main:574] : INFO : Epoch 1900 | loss: 0.0311054 | val_loss: 0.0311349 | Time: 2062.57 ms
[2021-09-28 07:11:41 main:574] : INFO : Epoch 1901 | loss: 0.0311051 | val_loss: 0.0311373 | Time: 2091.42 ms
[2021-09-28 07:11:44 main:574] : INFO : Epoch 1902 | loss: 0.0311052 | val_loss: 0.0311306 | Time: 2239.6 ms
[2021-09-28 07:11:46 main:574] : INFO : Epoch 1903 | loss: 0.031105 | val_loss: 0.0311347 | Time: 2125.86 ms
[2021-09-28 07:11:48 main:574] : INFO : Epoch 1904 | loss: 0.0311029 | val_loss: 0.0311328 | Time: 2058.8 ms
[2021-09-28 07:11:51 main:574] : INFO : Epoch 1905 | loss: 0.0311012 | val_loss: 0.0311333 | Time: 2040.68 ms
[2021-09-28 07:11:53 main:574] : INFO : Epoch 1906 | loss: 0.0311022 | val_loss: 0.0311313 | Time: 2000 ms
[2021-09-28 07:11:55 main:574] : INFO : Epoch 1907 | loss: 0.0311012 | val_loss: 0.0311303 | Time: 2039.9 ms
[2021-09-28 07:11:57 main:574] : INFO : Epoch 1908 | loss: 0.0310986 | val_loss: 0.0311349 | Time: 2087.81 ms
[2021-09-28 07:11:59 main:574] : INFO : Epoch 1909 | loss: 0.0310974 | val_loss: 0.0311278 | Time: 2087.52 ms
[2021-09-28 07:12:02 main:574] : INFO : Epoch 1910 | loss: 0.0310954 | val_loss: 0.0311316 | Time: 2181.63 ms
[2021-09-28 07:12:04 main:574] : INFO : Epoch 1911 | loss: 0.0310946 | val_loss: 0.0311372 | Time: 2094.15 ms
[2021-09-28 07:12:06 main:574] : INFO : Epoch 1912 | loss: 0.0310953 | val_loss: 0.0311303 | Time: 2045.45 ms
[2021-09-28 07:12:08 main:574] : INFO : Epoch 1913 | loss: 0.0310949 | val_loss: 0.0311384 | Time: 2033.67 ms
[2021-09-28 07:12:10 main:574] : INFO : Epoch 1914 | loss: 0.0311015 | val_loss: 0.031138 | Time: 2045.62 ms
[2021-09-28 07:12:12 main:574] : INFO : Epoch 1915 | loss: 0.0311042 | val_loss: 0.0311402 | Time: 2076.08 ms
[2021-09-28 07:12:15 main:574] : INFO : Epoch 1916 | loss: 0.0310995 | val_loss: 0.0311333 | Time: 2095.56 ms
[2021-09-28 07:12:17 main:574] : INFO : Epoch 1917 | loss: 0.0310973 | val_loss: 0.031131 | Time: 2089.19 ms
[2021-09-28 07:12:19 main:574] : INFO : Epoch 1918 | loss: 0.0310973 | val_loss: 0.0311338 | Time: 2139.04 ms
[2021-09-28 07:12:21 main:574] : INFO : Epoch 1919 | loss: 0.0310955 | val_loss: 0.0311342 | Time: 2121.9 ms
[2021-09-28 07:12:24 main:574] : INFO : Epoch 1920 | loss: 0.0310968 | val_loss: 0.0311397 | Time: 2150.19 ms
[2021-09-28 07:12:26 main:574] : INFO : Epoch 1921 | loss: 0.0310992 | val_loss: 0.0311462 | Time: 2005.06 ms
[2021-09-28 07:12:28 main:574] : INFO : Epoch 1922 | loss: 0.0310977 | val_loss: 0.0311308 | Time: 2020.23 ms
[2021-09-28 07:12:30 main:574] : INFO : Epoch 1923 | loss: 0.0310957 | val_loss: 0.0311296 | Time: 2009.02 ms
[2021-09-28 07:12:32 main:574] : INFO : Epoch 1924 | loss: 0.0311007 | val_loss: 0.0311358 | Time: 2119.79 ms
[2021-09-28 07:12:35 main:574] : INFO : Epoch 1925 | loss: 0.0311005 | val_loss: 0.0311569 | Time: 2108.95 ms
[2021-09-28 07:12:37 main:574] : INFO : Epoch 1926 | loss: 0.0311072 | val_loss: 0.0311493 | Time: 2058.17 ms
[2021-09-28 07:12:39 main:574] : INFO : Epoch 1927 | loss: 0.0311017 | val_loss: 0.0311312 | Time: 2085.48 ms
[2021-09-28 07:12:41 main:574] : INFO : Epoch 1928 | loss: 0.0310944 | val_loss: 0.0311359 | Time: 2040.89 ms
[2021-09-28 07:12:43 main:574] : INFO : Epoch 1929 | loss: 0.0310951 | val_loss: 0.0311439 | Time: 2111.79 ms
[2021-09-28 07:12:46 main:574] : INFO : Epoch 1930 | loss: 0.0310924 | val_loss: 0.0311382 | Time: 2067.15 ms
[2021-09-28 07:12:48 main:574] : INFO : Epoch 1931 | loss: 0.0310965 | val_loss: 0.0311334 | Time: 1981.29 ms
[2021-09-28 07:12:50 main:574] : INFO : Epoch 1932 | loss: 0.0311017 | val_loss: 0.0311333 | Time: 2144.65 ms
[2021-09-28 07:12:52 main:574] : INFO : Epoch 1933 | loss: 0.0310982 | val_loss: 0.0311369 | Time: 2055.86 ms
[2021-09-28 07:12:54 main:574] : INFO : Epoch 1934 | loss: 0.0310953 | val_loss: 0.0311427 | Time: 2110.99 ms
[2021-09-28 07:12:57 main:574] : INFO : Epoch 1935 | loss: 0.031098 | val_loss: 0.0311327 | Time: 2087.62 ms
[2021-09-28 07:12:59 main:574] : INFO : Epoch 1936 | loss: 0.0310922 | val_loss: 0.031142 | Time: 2120.35 ms
[2021-09-28 07:13:01 main:574] : INFO : Epoch 1937 | loss: 0.0310916 | val_loss: 0.0311394 | Time: 2243.95 ms
[2021-09-28 07:13:04 main:574] : INFO : Epoch 1938 | loss: 0.0310892 | val_loss: 0.0311371 | Time: 2075.25 ms
[2021-09-28 07:13:06 main:574] : INFO : Epoch 1939 | loss: 0.0310942 | val_loss: 0.0311387 | Time: 2023.6 ms
[2021-09-28 07:13:08 main:574] : INFO : Epoch 1940 | loss: 0.0310928 | val_loss: 0.0311389 | Time: 2039.58 ms
[2021-09-28 07:13:10 main:574] : INFO : Epoch 1941 | loss: 0.031092 | val_loss: 0.0311458 | Time: 2133.56 ms
[2021-09-28 07:13:12 main:574] : INFO : Epoch 1942 | loss: 0.031091 | val_loss: 0.0311287 | Time: 2169.39 ms
[2021-09-28 07:13:15 main:574] : INFO : Epoch 1943 | loss: 0.0310941 | val_loss: 0.0311402 | Time: 2169.35 ms
[2021-09-28 07:13:17 main:574] : INFO : Epoch 1944 | loss: 0.0310926 | val_loss: 0.0311372 | Time: 2083.98 ms
[2021-09-28 07:13:19 main:574] : INFO : Epoch 1945 | loss: 0.0310914 | val_loss: 0.0311454 | Time: 2200.54 ms
[2021-09-28 07:13:21 main:574] : INFO : Epoch 1946 | loss: 0.0310921 | val_loss: 0.031135 | Time: 2048.37 ms
[2021-09-28 07:13:24 main:574] : INFO : Epoch 1947 | loss: 0.0310912 | val_loss: 0.0311362 | Time: 2100.78 ms
[2021-09-28 07:13:26 main:574] : INFO : Epoch 1948 | loss: 0.0310881 | val_loss: 0.0311321 | Time: 2007.04 ms
[2021-09-28 07:13:28 main:574] : INFO : Epoch 1949 | loss: 0.0310899 | val_loss: 0.0311439 | Time: 2030.48 ms
[2021-09-28 07:13:30 main:574] : INFO : Epoch 1950 | loss: 0.0310953 | val_loss: 0.0311304 | Time: 2118.86 ms
[2021-09-28 07:13:32 main:574] : INFO : Epoch 1951 | loss: 0.0310933 | val_loss: 0.0311387 | Time: 2102.82 ms
[2021-09-28 07:13:35 main:574] : INFO : Epoch 1952 | loss: 0.0310934 | val_loss: 0.031141 | Time: 2201.44 ms
[2021-09-28 07:13:37 main:574] : INFO : Epoch 1953 | loss: 0.0310961 | val_loss: 0.0311396 | Time: 2055.99 ms
[2021-09-28 07:13:39 main:574] : INFO : Epoch 1954 | loss: 0.031096 | val_loss: 0.0311342 | Time: 2115.03 ms
[2021-09-28 07:13:41 main:574] : INFO : Epoch 1955 | loss: 0.0310937 | val_loss: 0.0311325 | Time: 2089.36 ms
[2021-09-28 07:13:44 main:574] : INFO : Epoch 1956 | loss: 0.0310957 | val_loss: 0.0311279 | Time: 2119.74 ms
[2021-09-28 07:13:46 main:574] : INFO : Epoch 1957 | loss: 0.0310934 | val_loss: 0.0311311 | Time: 2167.75 ms
[2021-09-28 07:13:48 main:574] : INFO : Epoch 1958 | loss: 0.0310957 | val_loss: 0.0311395 | Time: 1989.21 ms
[2021-09-28 07:13:50 main:574] : INFO : Epoch 1959 | loss: 0.0310941 | val_loss: 0.0311343 | Time: 2067.72 ms
[2021-09-28 07:13:53 main:574] : INFO : Epoch 1960 | loss: 0.0310897 | val_loss: 0.0311262 | Time: 2157.1 ms
[2021-09-28 07:13:55 main:574] : INFO : Epoch 1961 | loss: 0.0310911 | val_loss: 0.0311325 | Time: 2147.55 ms
[2021-09-28 07:13:57 main:574] : INFO : Epoch 1962 | loss: 0.0310902 | val_loss: 0.0311371 | Time: 2145.4 ms
[2021-09-28 07:13:59 main:574] : INFO : Epoch 1963 | loss: 0.0310941 | val_loss: 0.0311355 | Time: 2122.23 ms
[2021-09-28 07:14:02 main:574] : INFO : Epoch 1964 | loss: 0.0310935 | val_loss: 0.031145 | Time: 2008.43 ms
[2021-09-28 07:14:04 main:574] : INFO : Epoch 1965 | loss: 0.0310976 | val_loss: 0.0311354 | Time: 2041.66 ms
[2021-09-28 07:14:06 main:574] : INFO : Epoch 1966 | loss: 0.0310952 | val_loss: 0.0311315 | Time: 2003.73 ms
[2021-09-28 07:14:08 main:574] : INFO : Epoch 1967 | loss: 0.0310979 | val_loss: 0.0311308 | Time: 2023.91 ms
[2021-09-28 07:14:10 main:574] : INFO : Epoch 1968 | loss: 0.0310988 | val_loss: 0.0311304 | Time: 2165.2 ms
[2021-09-28 07:14:13 main:574] : INFO : Epoch 1969 | loss: 0.0310947 | val_loss: 0.0311339 | Time: 2070.1 ms
[2021-09-28 07:14:15 main:574] : INFO : Epoch 1970 | loss: 0.0310972 | val_loss: 0.0311406 | Time: 2124.59 ms
[2021-09-28 07:14:17 main:574] : INFO : Epoch 1971 | loss: 0.0310965 | val_loss: 0.031131 | Time: 2073.4 ms
[2021-09-28 07:14:19 main:574] : INFO : Epoch 1972 | loss: 0.0310953 | val_loss: 0.0311302 | Time: 2013.66 ms
[2021-09-28 07:14:21 main:574] : INFO : Epoch 1973 | loss: 0.0310957 | val_loss: 0.0311216 | Time: 2066.6 ms
[2021-09-28 07:14:23 main:574] : INFO : Epoch 1974 | loss: 0.0310934 | val_loss: 0.0311318 | Time: 1997.65 ms
[2021-09-28 07:14:26 main:574] : INFO : Epoch 1975 | loss: 0.0310923 | val_loss: 0.0311336 | Time: 2180.3 ms
[2021-09-28 07:14:28 main:574] : INFO : Epoch 1976 | loss: 0.0310936 | val_loss: 0.0311374 | Time: 2070.54 ms
[2021-09-28 07:14:30 main:574] : INFO : Epoch 1977 | loss: 0.0310902 | val_loss: 0.031125 | Time: 2137.3 ms
[2021-09-28 07:14:32 main:574] : INFO : Epoch 1978 | loss: 0.0310882 | val_loss: 0.0311351 | Time: 2039.45 ms
[2021-09-28 07:14:35 main:574] : INFO : Epoch 1979 | loss: 0.0310848 | val_loss: 0.0311359 | Time: 2141.08 ms
[2021-09-28 07:14:37 main:574] : INFO : Epoch 1980 | loss: 0.0310907 | val_loss: 0.0311376 | Time: 2050.46 ms
[2021-09-28 07:14:39 main:574] : INFO : Epoch 1981 | loss: 0.0310916 | val_loss: 0.031133 | Time: 2048.47 ms
[2021-09-28 07:14:41 main:574] : INFO : Epoch 1982 | loss: 0.0310881 | val_loss: 0.0311344 | Time: 1993.26 ms
[2021-09-28 07:14:43 main:574] : INFO : Epoch 1983 | loss: 0.0310877 | val_loss: 0.0311336 | Time: 2074.64 ms
[2021-09-28 07:14:46 main:574] : INFO : Epoch 1984 | loss: 0.031087 | val_loss: 0.0311348 | Time: 2165.6 ms
[2021-09-28 07:14:48 main:574] : INFO : Epoch 1985 | loss: 0.0310891 | val_loss: 0.0311351 | Time: 2021.94 ms
[2021-09-28 07:14:50 main:574] : INFO : Epoch 1986 | loss: 0.0310883 | val_loss: 0.0311349 | Time: 2196.99 ms
[2021-09-28 07:14:52 main:574] : INFO : Epoch 1987 | loss: 0.0310845 | val_loss: 0.0311343 | Time: 2016.37 ms
[2021-09-28 07:14:54 main:574] : INFO : Epoch 1988 | loss: 0.0310841 | val_loss: 0.0311253 | Time: 2104 ms
[2021-09-28 07:14:57 main:574] : INFO : Epoch 1989 | loss: 0.0310904 | val_loss: 0.0311353 | Time: 1981.81 ms
[2021-09-28 07:14:59 main:574] : INFO : Epoch 1990 | loss: 0.0310926 | val_loss: 0.0311346 | Time: 1982.64 ms
[2021-09-28 07:15:01 main:574] : INFO : Epoch 1991 | loss: 0.0310922 | val_loss: 0.0311328 | Time: 2169.92 ms
[2021-09-28 07:15:03 main:574] : INFO : Epoch 1992 | loss: 0.031089 | val_loss: 0.0311319 | Time: 2104.03 ms
[2021-09-28 07:15:06 main:574] : INFO : Epoch 1993 | loss: 0.0310851 | val_loss: 0.0311311 | Time: 2148.22 ms
[2021-09-28 07:15:08 main:574] : INFO : Epoch 1994 | loss: 0.0310838 | val_loss: 0.0311397 | Time: 2061.34 ms
[2021-09-28 07:15:10 main:574] : INFO : Epoch 1995 | loss: 0.0310887 | val_loss: 0.0311335 | Time: 2094.84 ms
[2021-09-28 07:15:12 main:574] : INFO : Epoch 1996 | loss: 0.0310856 | val_loss: 0.0311316 | Time: 2059.49 ms
[2021-09-28 07:15:14 main:574] : INFO : Epoch 1997 | loss: 0.0310824 | val_loss: 0.0311256 | Time: 2069.65 ms
[2021-09-28 07:15:16 main:574] : INFO : Epoch 1998 | loss: 0.0310827 | val_loss: 0.0311296 | Time: 1969.92 ms
[2021-09-28 07:15:18 main:574] : INFO : Epoch 1999 | loss: 0.0310826 | val_loss: 0.0311335 | Time: 2000.71 ms
[2021-09-28 07:15:21 main:574] : INFO : Epoch 2000 | loss: 0.0310822 | val_loss: 0.0311285 | Time: 2169.16 ms
[2021-09-28 07:15:23 main:574] : INFO : Epoch 2001 | loss: 0.031084 | val_loss: 0.031133 | Time: 2047.59 ms
[2021-09-28 07:15:25 main:574] : INFO : Epoch 2002 | loss: 0.0310817 | val_loss: 0.031132 | Time: 2181.39 ms
[2021-09-28 07:15:27 main:574] : INFO : Epoch 2003 | loss: 0.0310855 | val_loss: 0.0311394 | Time: 2043.39 ms
[2021-09-28 07:15:30 main:574] : INFO : Epoch 2004 | loss: 0.031086 | val_loss: 0.0311367 | Time: 2205.22 ms
[2021-09-28 07:15:32 main:574] : INFO : Epoch 2005 | loss: 0.0310831 | val_loss: 0.0311398 | Time: 2051.23 ms
[2021-09-28 07:15:34 main:574] : INFO : Epoch 2006 | loss: 0.0310822 | val_loss: 0.0311401 | Time: 2025.31 ms
[2021-09-28 07:15:36 main:574] : INFO : Epoch 2007 | loss: 0.0310899 | val_loss: 0.0311422 | Time: 2061.96 ms
[2021-09-28 07:15:39 main:574] : INFO : Epoch 2008 | loss: 0.0310876 | val_loss: 0.031135 | Time: 2055.38 ms
[2021-09-28 07:15:41 main:574] : INFO : Epoch 2009 | loss: 0.0310861 | val_loss: 0.0311404 | Time: 2158.41 ms
[2021-09-28 07:15:43 main:574] : INFO : Epoch 2010 | loss: 0.0310822 | val_loss: 0.0311401 | Time: 2043.37 ms
[2021-09-28 07:15:45 main:574] : INFO : Epoch 2011 | loss: 0.0310845 | val_loss: 0.0311392 | Time: 2223.21 ms
[2021-09-28 07:15:48 main:574] : INFO : Epoch 2012 | loss: 0.031088 | val_loss: 0.0311291 | Time: 2064.68 ms
[2021-09-28 07:15:50 main:574] : INFO : Epoch 2013 | loss: 0.0310908 | val_loss: 0.0311353 | Time: 2077.26 ms
[2021-09-28 07:15:52 main:574] : INFO : Epoch 2014 | loss: 0.0310896 | val_loss: 0.0311341 | Time: 2022.78 ms
[2021-09-28 07:15:54 main:574] : INFO : Epoch 2015 | loss: 0.0310885 | val_loss: 0.0311321 | Time: 1936.41 ms
[2021-09-28 07:15:56 main:574] : INFO : Epoch 2016 | loss: 0.0310871 | val_loss: 0.0311438 | Time: 2150.51 ms
[2021-09-28 07:15:59 main:574] : INFO : Epoch 2017 | loss: 0.0310864 | val_loss: 0.0311278 | Time: 2086.57 ms
[2021-09-28 07:16:01 main:574] : INFO : Epoch 2018 | loss: 0.0310831 | val_loss: 0.0311387 | Time: 2099.95 ms
[2021-09-28 07:16:03 main:574] : INFO : Epoch 2019 | loss: 0.0310873 | val_loss: 0.0311232 | Time: 2053.03 ms
[2021-09-28 07:16:05 main:574] : INFO : Epoch 2020 | loss: 0.0310862 | val_loss: 0.0311313 | Time: 2229.67 ms
[2021-09-28 07:16:08 main:574] : INFO : Epoch 2021 | loss: 0.0310852 | val_loss: 0.0311297 | Time: 2053 ms
[2021-09-28 07:16:10 main:574] : INFO : Epoch 2022 | loss: 0.0310972 | val_loss: 0.0311261 | Time: 2056.98 ms
[2021-09-28 07:16:12 main:574] : INFO : Epoch 2023 | loss: 0.0311014 | val_loss: 0.0311321 | Time: 1983.74 ms
[2021-09-28 07:16:14 main:574] : INFO : Epoch 2024 | loss: 0.0311001 | val_loss: 0.031131 | Time: 1958.17 ms
[2021-09-28 07:16:16 main:574] : INFO : Epoch 2025 | loss: 0.0310959 | val_loss: 0.0311271 | Time: 2153.99 ms
[2021-09-28 07:16:19 main:574] : INFO : Epoch 2026 | loss: 0.0310919 | val_loss: 0.0311299 | Time: 2041.64 ms
[2021-09-28 07:16:21 main:574] : INFO : Epoch 2027 | loss: 0.0310899 | val_loss: 0.0311243 | Time: 2164.94 ms
[2021-09-28 07:16:23 main:574] : INFO : Epoch 2028 | loss: 0.0310852 | val_loss: 0.0311342 | Time: 2055.45 ms
[2021-09-28 07:16:25 main:574] : INFO : Epoch 2029 | loss: 0.0310874 | val_loss: 0.0311242 | Time: 2205.59 ms
[2021-09-28 07:16:28 main:574] : INFO : Epoch 2030 | loss: 0.0310829 | val_loss: 0.0311289 | Time: 2053.39 ms
[2021-09-28 07:16:30 main:574] : INFO : Epoch 2031 | loss: 0.0310819 | val_loss: 0.0311352 | Time: 2009.93 ms
[2021-09-28 07:16:32 main:574] : INFO : Epoch 2032 | loss: 0.0310899 | val_loss: 0.0311346 | Time: 2057.86 ms
[2021-09-28 07:16:34 main:574] : INFO : Epoch 2033 | loss: 0.0311183 | val_loss: 0.0311423 | Time: 2047.27 ms
[2021-09-28 07:16:36 main:574] : INFO : Epoch 2034 | loss: 0.0311073 | val_loss: 0.0311352 | Time: 2103.49 ms
[2021-09-28 07:16:38 main:574] : INFO : Epoch 2035 | loss: 0.031101 | val_loss: 0.0311347 | Time: 2043.87 ms
[2021-09-28 07:16:41 main:574] : INFO : Epoch 2036 | loss: 0.0310965 | val_loss: 0.0311309 | Time: 2163.12 ms
[2021-09-28 07:16:43 main:574] : INFO : Epoch 2037 | loss: 0.031094 | val_loss: 0.0311351 | Time: 2013.69 ms
[2021-09-28 07:16:45 main:574] : INFO : Epoch 2038 | loss: 0.03109 | val_loss: 0.0311301 | Time: 2170.58 ms
[2021-09-28 07:16:47 main:574] : INFO : Epoch 2039 | loss: 0.0310857 | val_loss: 0.0311265 | Time: 1969.67 ms
[2021-09-28 07:16:50 main:574] : INFO : Epoch 2040 | loss: 0.0310835 | val_loss: 0.031134 | Time: 2112.12 ms
[2021-09-28 07:16:52 main:574] : INFO : Epoch 2041 | loss: 0.0310846 | val_loss: 0.031128 | Time: 2018.01 ms
[2021-09-28 07:16:54 main:574] : INFO : Epoch 2042 | loss: 0.0310839 | val_loss: 0.0311262 | Time: 2048.86 ms
[2021-09-28 07:16:56 main:574] : INFO : Epoch 2043 | loss: 0.031082 | val_loss: 0.0311221 | Time: 2117.92 ms
[2021-09-28 07:16:58 main:574] : INFO : Epoch 2044 | loss: 0.0310812 | val_loss: 0.0311326 | Time: 2115.54 ms
[2021-09-28 07:17:01 main:574] : INFO : Epoch 2045 | loss: 0.031083 | val_loss: 0.0311263 | Time: 2171.18 ms
[2021-09-28 07:17:03 main:574] : INFO : Epoch 2046 | loss: 0.0310879 | val_loss: 0.0311315 | Time: 2077.27 ms
[2021-09-28 07:17:05 main:574] : INFO : Epoch 2047 | loss: 0.0310863 | val_loss: 0.0311275 | Time: 2083.26 ms
[2021-09-28 07:17:07 main:574] : INFO : Epoch 2048 | loss: 0.0310863 | val_loss: 0.0311253 | Time: 2022.6 ms
[2021-09-28 07:17:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311253
[2021-09-28 07:17:08 main:603] : INFO : Saving end state to config to file
[2021-09-28 07:17:08 main:608] : INFO : Success, exiting..
07:17:08 (19684): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)