Task 13029785
| Name | ParityModified-1647041358-2101-1-0_0 |
| Workunit | 10158095 |
| Created | 13 Mar 2022, 2:29:29 UTC |
| Sent | 23 Mar 2022, 10:26:09 UTC |
| Report deadline | 31 Mar 2022, 10:26:09 UTC |
| Received | 28 Mar 2022, 15:12:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6180 |
| Run time | 3 hours 38 min 53 sec |
| CPU time | 3 hours 3 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 884.73 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031115 | val_loss: 0.0311445 | Time: 6294.82 ms
[2022-03-28 16:18:58 main:574] : INFO : Epoch 1543 | loss: 0.0311289 | val_loss: 0.0311328 | Time: 6279.96 ms
[2022-03-28 16:19:05 main:574] : INFO : Epoch 1544 | loss: 0.0311255 | val_loss: 0.0311312 | Time: 6444.86 ms
[2022-03-28 16:19:11 main:574] : INFO : Epoch 1545 | loss: 0.0311196 | val_loss: 0.0311314 | Time: 6372.83 ms
[2022-03-28 16:19:18 main:574] : INFO : Epoch 1546 | loss: 0.0311234 | val_loss: 0.0311533 | Time: 6378.41 ms
[2022-03-28 16:19:24 main:574] : INFO : Epoch 1547 | loss: 0.0311208 | val_loss: 0.0311255 | Time: 6381.36 ms
[2022-03-28 16:19:30 main:574] : INFO : Epoch 1548 | loss: 0.0311134 | val_loss: 0.0311267 | Time: 6369.78 ms
[2022-03-28 16:19:37 main:574] : INFO : Epoch 1549 | loss: 0.0311149 | val_loss: 0.0311363 | Time: 6447.87 ms
[2022-03-28 16:19:43 main:574] : INFO : Epoch 1550 | loss: 0.0311135 | val_loss: 0.0311256 | Time: 6484.04 ms
[2022-03-28 16:19:50 main:574] : INFO : Epoch 1551 | loss: 0.0311094 | val_loss: 0.0311237 | Time: 6409.21 ms
[2022-03-28 16:19:56 main:574] : INFO : Epoch 1552 | loss: 0.0311083 | val_loss: 0.0311248 | Time: 6347.35 ms
[2022-03-28 16:20:02 main:574] : INFO : Epoch 1553 | loss: 0.0311079 | val_loss: 0.0311265 | Time: 6337.87 ms
[2022-03-28 16:20:09 main:574] : INFO : Epoch 1554 | loss: 0.0311053 | val_loss: 0.0311226 | Time: 6530.71 ms
[2022-03-28 16:20:16 main:574] : INFO : Epoch 1555 | loss: 0.0311091 | val_loss: 0.0311225 | Time: 6619.45 ms
[2022-03-28 16:20:32 main:574] : INFO : Epoch 1556 | loss: 0.0311074 | val_loss: 0.0311257 | Time: 16368 ms
[2022-03-28 16:20:38 main:574] : INFO : Epoch 1557 | loss: 0.0311057 | val_loss: 0.0311217 | Time: 6456.75 ms
[2022-03-28 16:20:45 main:574] : INFO : Epoch 1558 | loss: 0.0311039 | val_loss: 0.0311232 | Time: 6301.47 ms
[2022-03-28 16:20:51 main:574] : INFO : Epoch 1559 | loss: 0.0311073 | val_loss: 0.031129 | Time: 6290.27 ms
[2022-03-28 16:20:57 main:574] : INFO : Epoch 1560 | loss: 0.0311054 | val_loss: 0.0311303 | Time: 6283.39 ms
[2022-03-28 16:21:04 main:574] : INFO : Epoch 1561 | loss: 0.0311059 | val_loss: 0.0311288 | Time: 6310.8 ms
[2022-03-28 16:21:10 main:574] : INFO : Epoch 1562 | loss: 0.0311056 | val_loss: 0.0311307 | Time: 6270.37 ms
[2022-03-28 16:21:16 main:574] : INFO : Epoch 1563 | loss: 0.0310996 | val_loss: 0.0311275 | Time: 6285.86 ms
[2022-03-28 16:21:22 main:574] : INFO : Epoch 1564 | loss: 0.0311064 | val_loss: 0.0311259 | Time: 6260.36 ms
[2022-03-28 16:21:29 main:574] : INFO : Epoch 1565 | loss: 0.031122 | val_loss: 0.031134 | Time: 6286.37 ms
[2022-03-28 16:21:35 main:574] : INFO : Epoch 1566 | loss: 0.0311355 | val_loss: 0.0311353 | Time: 6303.94 ms
[2022-03-28 16:21:41 main:574] : INFO : Epoch 1567 | loss: 0.0311311 | val_loss: 0.0311308 | Time: 6293.77 ms
[2022-03-28 16:21:48 main:574] : INFO : Epoch 1568 | loss: 0.0311228 | val_loss: 0.0311296 | Time: 6292.3 ms
[2022-03-28 16:21:54 main:574] : INFO : Epoch 1569 | loss: 0.0311169 | val_loss: 0.0311273 | Time: 6262.72 ms
[2022-03-28 16:22:00 main:574] : INFO : Epoch 1570 | loss: 0.0311147 | val_loss: 0.0311317 | Time: 6297.32 ms
[2022-03-28 16:22:07 main:574] : INFO : Epoch 1571 | loss: 0.031113 | val_loss: 0.03113 | Time: 6288.19 ms
[2022-03-28 16:22:13 main:574] : INFO : Epoch 1572 | loss: 0.0311131 | val_loss: 0.0311253 | Time: 6272.93 ms
[2022-03-28 16:22:19 main:574] : INFO : Epoch 1573 | loss: 0.0311096 | val_loss: 0.0311268 | Time: 6302.35 ms
[2022-03-28 16:22:25 main:574] : INFO : Epoch 1574 | loss: 0.0311095 | val_loss: 0.0311311 | Time: 6277.14 ms
[2022-03-28 16:22:32 main:574] : INFO : Epoch 1575 | loss: 0.0311129 | val_loss: 0.0311304 | Time: 6318.74 ms
[2022-03-28 16:22:38 main:574] : INFO : Epoch 1576 | loss: 0.0311104 | val_loss: 0.0311313 | Time: 6305.33 ms
[2022-03-28 16:22:44 main:574] : INFO : Epoch 1577 | loss: 0.0311091 | val_loss: 0.0311314 | Time: 6285.9 ms
[2022-03-28 16:22:51 main:574] : INFO : Epoch 1578 | loss: 0.0311093 | val_loss: 0.0311318 | Time: 6302.34 ms
[2022-03-28 16:22:57 main:574] : INFO : Epoch 1579 | loss: 0.0311094 | val_loss: 0.031128 | Time: 6304.11 ms
[2022-03-28 16:23:03 main:574] : INFO : Epoch 1580 | loss: 0.0311103 | val_loss: 0.0311302 | Time: 6334.02 ms
[2022-03-28 16:23:10 main:574] : INFO : Epoch 1581 | loss: 0.0311036 | val_loss: 0.0311266 | Time: 6282.49 ms
[2022-03-28 16:23:16 main:574] : INFO : Epoch 1582 | loss: 0.0311042 | val_loss: 0.0311245 | Time: 6301.46 ms
[2022-03-28 16:23:22 main:574] : INFO : Epoch 1583 | loss: 0.0311023 | val_loss: 0.0311348 | Time: 6249.41 ms
[2022-03-28 16:23:28 main:574] : INFO : Epoch 1584 | loss: 0.0311032 | val_loss: 0.0311258 | Time: 6266.22 ms
[2022-03-28 16:23:35 main:574] : INFO : Epoch 1585 | loss: 0.0311002 | val_loss: 0.0311328 | Time: 6297.8 ms
[2022-03-28 16:23:41 main:574] : INFO : Epoch 1586 | loss: 0.0311028 | val_loss: 0.031129 | Time: 6321.26 ms
[2022-03-28 16:23:47 main:574] : INFO : Epoch 1587 | loss: 0.0311023 | val_loss: 0.0311265 | Time: 6286.35 ms
[2022-03-28 16:23:54 main:574] : INFO : Epoch 1588 | loss: 0.0311001 | val_loss: 0.031134 | Time: 6290.13 ms
[2022-03-28 16:24:00 main:574] : INFO : Epoch 1589 | loss: 0.0311015 | val_loss: 0.0311221 | Time: 6267.45 ms
[2022-03-28 16:24:06 main:574] : INFO : Epoch 1590 | loss: 0.031105 | val_loss: 0.0311275 | Time: 6273.78 ms
[2022-03-28 16:24:13 main:574] : INFO : Epoch 1591 | loss: 0.0311037 | val_loss: 0.0311252 | Time: 6286.1 ms
[2022-03-28 16:24:19 main:574] : INFO : Epoch 1592 | loss: 0.0311003 | val_loss: 0.0311229 | Time: 6288.76 ms
[2022-03-28 16:24:25 main:574] : INFO : Epoch 1593 | loss: 0.0310967 | val_loss: 0.0311281 | Time: 6284.13 ms
[2022-03-28 16:24:31 main:574] : INFO : Epoch 1594 | loss: 0.0311068 | val_loss: 0.0311289 | Time: 6290.21 ms
[2022-03-28 16:24:38 main:574] : INFO : Epoch 1595 | loss: 0.0311124 | val_loss: 0.0311228 | Time: 6275.32 ms
[2022-03-28 16:24:44 main:574] : INFO : Epoch 1596 | loss: 0.0311089 | val_loss: 0.0311311 | Time: 6290.67 ms
[2022-03-28 16:24:50 main:574] : INFO : Epoch 1597 | loss: 0.0311088 | val_loss: 0.0311271 | Time: 6250.33 ms
[2022-03-28 16:24:57 main:574] : INFO : Epoch 1598 | loss: 0.031108 | val_loss: 0.0311332 | Time: 6325 ms
[2022-03-28 16:25:03 main:574] : INFO : Epoch 1599 | loss: 0.0311029 | val_loss: 0.0311427 | Time: 6289.89 ms
[2022-03-28 16:25:09 main:574] : INFO : Epoch 1600 | loss: 0.0311103 | val_loss: 0.0311271 | Time: 6314.91 ms
[2022-03-28 16:25:16 main:574] : INFO : Epoch 1601 | loss: 0.0311082 | val_loss: 0.0311359 | Time: 6305.47 ms
[2022-03-28 16:25:22 main:574] : INFO : Epoch 1602 | loss: 0.0311085 | val_loss: 0.0311178 | Time: 6260.49 ms
[2022-03-28 16:25:28 main:574] : INFO : Epoch 1603 | loss: 0.0311017 | val_loss: 0.0311267 | Time: 6272.52 ms
[2022-03-28 16:25:34 main:574] : INFO : Epoch 1604 | loss: 0.0310993 | val_loss: 0.0311197 | Time: 6249.34 ms
[2022-03-28 16:25:41 main:574] : INFO : Epoch 1605 | loss: 0.0311037 | val_loss: 0.0311228 | Time: 6272.65 ms
[2022-03-28 16:25:47 main:574] : INFO : Epoch 1606 | loss: 0.0311033 | val_loss: 0.0311172 | Time: 6318.96 ms
[2022-03-28 16:25:53 main:574] : INFO : Epoch 1607 | loss: 0.0311024 | val_loss: 0.0311259 | Time: 6300.24 ms
[2022-03-28 16:26:00 main:574] : INFO : Epoch 1608 | loss: 0.0311013 | val_loss: 0.0311208 | Time: 6333.39 ms
[2022-03-28 16:26:06 main:574] : INFO : Epoch 1609 | loss: 0.031097 | val_loss: 0.0311234 | Time: 6289.82 ms
[2022-03-28 16:26:12 main:574] : INFO : Epoch 1610 | loss: 0.031098 | val_loss: 0.0311194 | Time: 6262.25 ms
[2022-03-28 16:26:19 main:574] : INFO : Epoch 1611 | loss: 0.0310976 | val_loss: 0.0311193 | Time: 6371.4 ms
[2022-03-28 16:26:25 main:574] : INFO : Epoch 1612 | loss: 0.0310953 | val_loss: 0.0311176 | Time: 6352.51 ms
[2022-03-28 16:26:31 main:574] : INFO : Epoch 1613 | loss: 0.031094 | val_loss: 0.0311173 | Time: 6280.51 ms
[2022-03-28 16:26:38 main:574] : INFO : Epoch 1614 | loss: 0.0310993 | val_loss: 0.0311194 | Time: 6281.63 ms
[2022-03-28 16:26:44 main:574] : INFO : Epoch 1615 | loss: 0.0310964 | val_loss: 0.031117 | Time: 6313.1 ms
[2022-03-28 16:26:50 main:574] : INFO : Epoch 1616 | loss: 0.0310946 | val_loss: 0.0311197 | Time: 6309.87 ms
[2022-03-28 16:26:56 main:574] : INFO : Epoch 1617 | loss: 0.0310986 | val_loss: 0.0311296 | Time: 6298.47 ms
[2022-03-28 16:27:03 main:574] : INFO : Epoch 1618 | loss: 0.0310963 | val_loss: 0.0311229 | Time: 6268.75 ms
[2022-03-28 16:27:09 main:574] : INFO : Epoch 1619 | loss: 0.0310957 | val_loss: 0.0311165 | Time: 6278.47 ms
[2022-03-28 16:27:15 main:574] : INFO : Epoch 1620 | loss: 0.0310924 | val_loss: 0.0311213 | Time: 6285.46 ms
[2022-03-28 16:27:22 main:574] : INFO : Epoch 1621 | loss: 0.0310887 | val_loss: 0.0311181 | Time: 6307.79 ms
[2022-03-28 16:27:28 main:574] : INFO : Epoch 1622 | loss: 0.0310918 | val_loss: 0.0311194 | Time: 6266.36 ms
[2022-03-28 16:27:34 main:574] : INFO : Epoch 1623 | loss: 0.0310896 | val_loss: 0.0311159 | Time: 6274.4 ms
[2022-03-28 16:27:40 main:574] : INFO : Epoch 1624 | loss: 0.0310889 | val_loss: 0.0311147 | Time: 6261.71 ms
[2022-03-28 16:27:47 main:574] : INFO : Epoch 1625 | loss: 0.0310872 | val_loss: 0.0311151 | Time: 6304.36 ms
[2022-03-28 16:27:53 main:574] : INFO : Epoch 1626 | loss: 0.0310872 | val_loss: 0.0311154 | Time: 6306.26 ms
[2022-03-28 16:27:59 main:574] : INFO : Epoch 1627 | loss: 0.0310865 | val_loss: 0.0311182 | Time: 6338.58 ms
[2022-03-28 16:28:06 main:574] : INFO : Epoch 1628 | loss: 0.031083 | val_loss: 0.031121 | Time: 6306.16 ms
[2022-03-28 16:28:12 main:574] : INFO : Epoch 1629 | loss: 0.0311108 | val_loss: 0.0311384 | Time: 6284.19 ms
[2022-03-28 16:28:18 main:574] : INFO : Epoch 1630 | loss: 0.0311382 | val_loss: 0.0311404 | Time: 6260.8 ms
[2022-03-28 16:28:25 main:574] : INFO : Epoch 1631 | loss: 0.0311326 | val_loss: 0.0311391 | Time: 6289.84 ms
[2022-03-28 16:28:31 main:574] : INFO : Epoch 1632 | loss: 0.031131 | val_loss: 0.0311347 | Time: 6273.16 ms
[2022-03-28 16:28:37 main:574] : INFO : Epoch 1633 | loss: 0.0311223 | val_loss: 0.0311366 | Time: 6295.7 ms
[2022-03-28 16:28:44 main:574] : INFO : Epoch 1634 | loss: 0.031119 | val_loss: 0.0311278 | Time: 6316.89 ms
[2022-03-28 16:28:50 main:574] : INFO : Epoch 1635 | loss: 0.0311299 | val_loss: 0.0311351 | Time: 6263.1 ms
[2022-03-28 16:28:56 main:574] : INFO : Epoch 1636 | loss: 0.0311282 | val_loss: 0.0311299 | Time: 6267.96 ms
[2022-03-28 16:29:02 main:574] : INFO : Epoch 1637 | loss: 0.0311236 | val_loss: 0.0311307 | Time: 6276.69 ms
[2022-03-28 16:29:09 main:574] : INFO : Epoch 1638 | loss: 0.0311199 | val_loss: 0.0311273 | Time: 6299.54 ms
[2022-03-28 16:29:15 main:574] : INFO : Epoch 1639 | loss: 0.0311204 | val_loss: 0.031129 | Time: 6285.86 ms
[2022-03-28 16:29:21 main:574] : INFO : Epoch 1640 | loss: 0.0311168 | val_loss: 0.0311289 | Time: 6305.05 ms
[2022-03-28 16:29:28 main:574] : INFO : Epoch 1641 | loss: 0.0311164 | val_loss: 0.0311302 | Time: 6277.5 ms
[2022-03-28 16:29:34 main:574] : INFO : Epoch 1642 | loss: 0.0311151 | val_loss: 0.0311336 | Time: 6295.71 ms
[2022-03-28 16:29:40 main:574] : INFO : Epoch 1643 | loss: 0.0311132 | val_loss: 0.0311301 | Time: 6268.4 ms
[2022-03-28 16:29:46 main:574] : INFO : Epoch 1644 | loss: 0.0311136 | val_loss: 0.0311396 | Time: 6261.79 ms
[2022-03-28 16:29:53 main:574] : INFO : Epoch 1645 | loss: 0.0311115 | val_loss: 0.031131 | Time: 6339.06 ms
[2022-03-28 16:29:59 main:574] : INFO : Epoch 1646 | loss: 0.0311061 | val_loss: 0.0311367 | Time: 6366.57 ms
[2022-03-28 16:30:06 main:574] : INFO : Epoch 1647 | loss: 0.0311067 | val_loss: 0.0311335 | Time: 6334.88 ms
[2022-03-28 16:30:12 main:574] : INFO : Epoch 1648 | loss: 0.0311055 | val_loss: 0.0311379 | Time: 6332.88 ms
[2022-03-28 16:30:18 main:574] : INFO : Epoch 1649 | loss: 0.0311105 | val_loss: 0.0311278 | Time: 6263.82 ms
[2022-03-28 16:30:24 main:574] : INFO : Epoch 1650 | loss: 0.0311024 | val_loss: 0.0311404 | Time: 6295.61 ms
[2022-03-28 16:30:31 main:574] : INFO : Epoch 1651 | loss: 0.0311054 | val_loss: 0.0311329 | Time: 6302.73 ms
[2022-03-28 16:30:37 main:574] : INFO : Epoch 1652 | loss: 0.0311008 | val_loss: 0.0311291 | Time: 6283.85 ms
[2022-03-28 16:30:43 main:574] : INFO : Epoch 1653 | loss: 0.0310996 | val_loss: 0.0311366 | Time: 6268.17 ms
[2022-03-28 16:30:50 main:574] : INFO : Epoch 1654 | loss: 0.0311019 | val_loss: 0.0311294 | Time: 6298.11 ms
[2022-03-28 16:30:56 main:574] : INFO : Epoch 1655 | loss: 0.0311109 | val_loss: 0.0311556 | Time: 6272.37 ms
[2022-03-28 16:31:02 main:574] : INFO : Epoch 1656 | loss: 0.0311155 | val_loss: 0.0311326 | Time: 6279.93 ms
[2022-03-28 16:31:08 main:574] : INFO : Epoch 1657 | loss: 0.0311065 | val_loss: 0.0311399 | Time: 6264.29 ms
[2022-03-28 16:31:15 main:574] : INFO : Epoch 1658 | loss: 0.0311051 | val_loss: 0.0311282 | Time: 6279.72 ms
[2022-03-28 16:31:21 main:574] : INFO : Epoch 1659 | loss: 0.0311038 | val_loss: 0.031127 | Time: 6295.31 ms
[2022-03-28 16:31:27 main:574] : INFO : Epoch 1660 | loss: 0.0311029 | val_loss: 0.0311363 | Time: 6354.05 ms
[2022-03-28 16:31:34 main:574] : INFO : Epoch 1661 | loss: 0.0310994 | val_loss: 0.0311283 | Time: 6646.24 ms
[2022-03-28 16:31:40 main:574] : INFO : Epoch 1662 | loss: 0.0310973 | val_loss: 0.0311287 | Time: 6295.04 ms
[2022-03-28 16:31:47 main:574] : INFO : Epoch 1663 | loss: 0.0310975 | val_loss: 0.0311244 | Time: 6303.99 ms
[2022-03-28 16:31:53 main:574] : INFO : Epoch 1664 | loss: 0.0311015 | val_loss: 0.0311279 | Time: 6284.41 ms
[2022-03-28 16:31:59 main:574] : INFO : Epoch 1665 | loss: 0.0310989 | val_loss: 0.0311317 | Time: 6337.78 ms
[2022-03-28 16:32:06 main:574] : INFO : Epoch 1666 | loss: 0.0310964 | val_loss: 0.0311285 | Time: 6282.41 ms
[2022-03-28 16:32:12 main:574] : INFO : Epoch 1667 | loss: 0.0310972 | val_loss: 0.0311256 | Time: 6308.09 ms
[2022-03-28 16:32:18 main:574] : INFO : Epoch 1668 | loss: 0.0311008 | val_loss: 0.0311222 | Time: 6302.96 ms
[2022-03-28 16:32:25 main:574] : INFO : Epoch 1669 | loss: 0.0310959 | val_loss: 0.0311297 | Time: 6267.13 ms
[2022-03-28 16:32:31 main:574] : INFO : Epoch 1670 | loss: 0.0310948 | val_loss: 0.0311304 | Time: 6334.62 ms
[2022-03-28 16:32:37 main:574] : INFO : Epoch 1671 | loss: 0.0310927 | val_loss: 0.0311248 | Time: 6288.78 ms
[2022-03-28 16:32:44 main:574] : INFO : Epoch 1672 | loss: 0.0310974 | val_loss: 0.0311273 | Time: 6341.74 ms
[2022-03-28 16:32:50 main:574] : INFO : Epoch 1673 | loss: 0.0311021 | val_loss: 0.0311264 | Time: 6279.21 ms
[2022-03-28 16:32:56 main:574] : INFO : Epoch 1674 | loss: 0.0311 | val_loss: 0.0311255 | Time: 6289.64 ms
[2022-03-28 16:33:02 main:574] : INFO : Epoch 1675 | loss: 0.0310963 | val_loss: 0.0311246 | Time: 6308.79 ms
[2022-03-28 16:33:09 main:574] : INFO : Epoch 1676 | loss: 0.0311014 | val_loss: 0.0311409 | Time: 6356.49 ms
[2022-03-28 16:33:15 main:574] : INFO : Epoch 1677 | loss: 0.0311198 | val_loss: 0.0311337 | Time: 6308.97 ms
[2022-03-28 16:33:22 main:574] : INFO : Epoch 1678 | loss: 0.0311172 | val_loss: 0.0311275 | Time: 6425 ms
[2022-03-28 16:33:28 main:574] : INFO : Epoch 1679 | loss: 0.031113 | val_loss: 0.0311334 | Time: 6257.4 ms
[2022-03-28 16:33:34 main:574] : INFO : Epoch 1680 | loss: 0.0311166 | val_loss: 0.0311238 | Time: 6229.33 ms
[2022-03-28 16:33:40 main:574] : INFO : Epoch 1681 | loss: 0.0311101 | val_loss: 0.0311231 | Time: 6244.9 ms
[2022-03-28 16:33:47 main:574] : INFO : Epoch 1682 | loss: 0.0311081 | val_loss: 0.0311207 | Time: 6217.05 ms
[2022-03-28 16:33:53 main:574] : INFO : Epoch 1683 | loss: 0.0311044 | val_loss: 0.0311318 | Time: 6268.05 ms
[2022-03-28 16:33:59 main:574] : INFO : Epoch 1684 | loss: 0.0311021 | val_loss: 0.0311218 | Time: 6246.39 ms
[2022-03-28 16:34:05 main:574] : INFO : Epoch 1685 | loss: 0.0310983 | val_loss: 0.0311162 | Time: 6218.36 ms
[2022-03-28 16:34:12 main:574] : INFO : Epoch 1686 | loss: 0.0310986 | val_loss: 0.0311176 | Time: 6235.72 ms
[2022-03-28 16:34:18 main:574] : INFO : Epoch 1687 | loss: 0.0310995 | val_loss: 0.0311455 | Time: 6248.26 ms
[2022-03-28 16:34:24 main:574] : INFO : Epoch 1688 | loss: 0.0311096 | val_loss: 0.0311193 | Time: 6238.72 ms
[2022-03-28 16:34:30 main:574] : INFO : Epoch 1689 | loss: 0.0311008 | val_loss: 0.0311214 | Time: 6241.56 ms
[2022-03-28 16:34:37 main:574] : INFO : Epoch 1690 | loss: 0.0311002 | val_loss: 0.0311289 | Time: 6218.8 ms
[2022-03-28 16:34:43 main:574] : INFO : Epoch 1691 | loss: 0.031101 | val_loss: 0.0311172 | Time: 6246.82 ms
[2022-03-28 16:34:49 main:574] : INFO : Epoch 1692 | loss: 0.0310969 | val_loss: 0.0311189 | Time: 6255.71 ms
[2022-03-28 16:34:55 main:574] : INFO : Epoch 1693 | loss: 0.0310964 | val_loss: 0.0311343 | Time: 6234.52 ms
[2022-03-28 16:35:02 main:574] : INFO : Epoch 1694 | loss: 0.0311089 | val_loss: 0.0311225 | Time: 6248.39 ms
[2022-03-28 16:35:08 main:574] : INFO : Epoch 1695 | loss: 0.0310968 | val_loss: 0.031122 | Time: 6242.07 ms
[2022-03-28 16:35:14 main:574] : INFO : Epoch 1696 | loss: 0.0310922 | val_loss: 0.031121 | Time: 6261 ms
[2022-03-28 16:35:20 main:574] : INFO : Epoch 1697 | loss: 0.0310929 | val_loss: 0.0311203 | Time: 6232.11 ms
[2022-03-28 16:35:27 main:574] : INFO : Epoch 1698 | loss: 0.0310931 | val_loss: 0.0311218 | Time: 6226.65 ms
[2022-03-28 16:35:33 main:574] : INFO : Epoch 1699 | loss: 0.0310988 | val_loss: 0.0311357 | Time: 6261.66 ms
[2022-03-28 16:35:39 main:574] : INFO : Epoch 1700 | loss: 0.0311001 | val_loss: 0.031116 | Time: 6248.71 ms
[2022-03-28 16:35:45 main:574] : INFO : Epoch 1701 | loss: 0.0310905 | val_loss: 0.03112 | Time: 6242.34 ms
[2022-03-28 16:35:52 main:574] : INFO : Epoch 1702 | loss: 0.0310916 | val_loss: 0.0311367 | Time: 6248.52 ms
[2022-03-28 16:35:58 main:574] : INFO : Epoch 1703 | loss: 0.0311014 | val_loss: 0.0311173 | Time: 6241.48 ms
[2022-03-28 16:36:04 main:574] : INFO : Epoch 1704 | loss: 0.0310949 | val_loss: 0.0311328 | Time: 6222.66 ms
[2022-03-28 16:36:10 main:574] : INFO : Epoch 1705 | loss: 0.0310929 | val_loss: 0.0311222 | Time: 6231.27 ms
[2022-03-28 16:36:17 main:574] : INFO : Epoch 1706 | loss: 0.0310907 | val_loss: 0.0311223 | Time: 6245.75 ms
[2022-03-28 16:36:23 main:574] : INFO : Epoch 1707 | loss: 0.0310868 | val_loss: 0.031132 | Time: 6234.37 ms
[2022-03-28 16:36:29 main:574] : INFO : Epoch 1708 | loss: 0.0310993 | val_loss: 0.0311222 | Time: 6248.14 ms
[2022-03-28 16:36:35 main:574] : INFO : Epoch 1709 | loss: 0.0310994 | val_loss: 0.0311377 | Time: 6254.22 ms
[2022-03-28 16:36:42 main:574] : INFO : Epoch 1710 | loss: 0.0311038 | val_loss: 0.0311358 | Time: 6266.8 ms
[2022-03-28 16:36:48 main:574] : INFO : Epoch 1711 | loss: 0.0311034 | val_loss: 0.031116 | Time: 6224.48 ms
[2022-03-28 16:36:54 main:574] : INFO : Epoch 1712 | loss: 0.0310977 | val_loss: 0.0311216 | Time: 6225.2 ms
[2022-03-28 16:37:00 main:574] : INFO : Epoch 1713 | loss: 0.0310931 | val_loss: 0.0311223 | Time: 6235.54 ms
[2022-03-28 16:37:07 main:574] : INFO : Epoch 1714 | loss: 0.0310928 | val_loss: 0.0311215 | Time: 6215.2 ms
[2022-03-28 16:37:13 main:574] : INFO : Epoch 1715 | loss: 0.0310905 | val_loss: 0.0311203 | Time: 6261.04 ms
[2022-03-28 16:37:19 main:574] : INFO : Epoch 1716 | loss: 0.0310898 | val_loss: 0.0311207 | Time: 6236.84 ms
[2022-03-28 16:37:25 main:574] : INFO : Epoch 1717 | loss: 0.0310948 | val_loss: 0.0311348 | Time: 6303.48 ms
[2022-03-28 16:37:32 main:574] : INFO : Epoch 1718 | loss: 0.03109 | val_loss: 0.031113 | Time: 6261.86 ms
[2022-03-28 16:37:38 main:574] : INFO : Epoch 1719 | loss: 0.0310828 | val_loss: 0.0311146 | Time: 6260.07 ms
[2022-03-28 16:37:44 main:574] : INFO : Epoch 1720 | loss: 0.031084 | val_loss: 0.0311189 | Time: 6208.73 ms
[2022-03-28 16:37:50 main:574] : INFO : Epoch 1721 | loss: 0.031082 | val_loss: 0.0311146 | Time: 6234.86 ms
[2022-03-28 16:37:57 main:574] : INFO : Epoch 1722 | loss: 0.0310804 | val_loss: 0.0311257 | Time: 6216.44 ms
[2022-03-28 16:38:03 main:574] : INFO : Epoch 1723 | loss: 0.0311223 | val_loss: 0.0311417 | Time: 6243.39 ms
[2022-03-28 16:38:09 main:574] : INFO : Epoch 1724 | loss: 0.0311384 | val_loss: 0.0311566 | Time: 6308.34 ms
[2022-03-28 16:38:15 main:574] : INFO : Epoch 1725 | loss: 0.0311363 | val_loss: 0.0311378 | Time: 6246.1 ms
[2022-03-28 16:38:22 main:574] : INFO : Epoch 1726 | loss: 0.0311251 | val_loss: 0.0311342 | Time: 6245.77 ms
[2022-03-28 16:38:28 main:574] : INFO : Epoch 1727 | loss: 0.0311224 | val_loss: 0.0311348 | Time: 6254.68 ms
[2022-03-28 16:38:34 main:574] : INFO : Epoch 1728 | loss: 0.0311199 | val_loss: 0.0311328 | Time: 6266.66 ms
[2022-03-28 16:38:40 main:574] : INFO : Epoch 1729 | loss: 0.0311195 | val_loss: 0.0311371 | Time: 6205.54 ms
[2022-03-28 16:38:47 main:574] : INFO : Epoch 1730 | loss: 0.0311227 | val_loss: 0.0311377 | Time: 6234.75 ms
[2022-03-28 16:38:53 main:574] : INFO : Epoch 1731 | loss: 0.0311253 | val_loss: 0.0311335 | Time: 6246.65 ms
[2022-03-28 16:38:59 main:574] : INFO : Epoch 1732 | loss: 0.0311216 | val_loss: 0.0311335 | Time: 6285.12 ms
[2022-03-28 16:39:06 main:574] : INFO : Epoch 1733 | loss: 0.0311157 | val_loss: 0.0311304 | Time: 6239.64 ms
[2022-03-28 16:39:12 main:574] : INFO : Epoch 1734 | loss: 0.0311124 | val_loss: 0.0311277 | Time: 6253.36 ms
[2022-03-28 16:39:18 main:574] : INFO : Epoch 1735 | loss: 0.0311139 | val_loss: 0.0311315 | Time: 6246.74 ms
[2022-03-28 16:39:24 main:574] : INFO : Epoch 1736 | loss: 0.0311101 | val_loss: 0.0311287 | Time: 6260.75 ms
[2022-03-28 16:39:31 main:574] : INFO : Epoch 1737 | loss: 0.0311096 | val_loss: 0.0311252 | Time: 6238.73 ms
[2022-03-28 16:39:37 main:574] : INFO : Epoch 1738 | loss: 0.0311071 | val_loss: 0.0311263 | Time: 6227.67 ms
[2022-03-28 16:39:43 main:574] : INFO : Epoch 1739 | loss: 0.0311057 | val_loss: 0.0311257 | Time: 6229.7 ms
[2022-03-28 16:39:49 main:574] : INFO : Epoch 1740 | loss: 0.0311042 | val_loss: 0.031134 | Time: 6263.76 ms
[2022-03-28 16:39:56 main:574] : INFO : Epoch 1741 | loss: 0.0311022 | val_loss: 0.0311217 | Time: 6249.53 ms
[2022-03-28 16:40:02 main:574] : INFO : Epoch 1742 | loss: 0.0311023 | val_loss: 0.0311299 | Time: 6237.77 ms
[2022-03-28 16:40:08 main:574] : INFO : Epoch 1743 | loss: 0.0311018 | val_loss: 0.0311256 | Time: 6209.43 ms
[2022-03-28 16:40:14 main:574] : INFO : Epoch 1744 | loss: 0.0311012 | val_loss: 0.0311244 | Time: 6244.19 ms
[2022-03-28 16:40:21 main:574] : INFO : Epoch 1745 | loss: 0.0311005 | val_loss: 0.0311204 | Time: 6238.96 ms
[2022-03-28 16:40:27 main:574] : INFO : Epoch 1746 | loss: 0.0310999 | val_loss: 0.0311237 | Time: 6207.19 ms
[2022-03-28 16:40:33 main:574] : INFO : Epoch 1747 | loss: 0.031096 | val_loss: 0.0311227 | Time: 6217.04 ms
[2022-03-28 16:40:39 main:574] : INFO : Epoch 1748 | loss: 0.0310987 | val_loss: 0.0311357 | Time: 6222.48 ms
[2022-03-28 16:40:45 main:574] : INFO : Epoch 1749 | loss: 0.0310997 | val_loss: 0.0311211 | Time: 6245.25 ms
[2022-03-28 16:40:52 main:574] : INFO : Epoch 1750 | loss: 0.0310987 | val_loss: 0.0311272 | Time: 6262.85 ms
[2022-03-28 16:40:58 main:574] : INFO : Epoch 1751 | loss: 0.0311077 | val_loss: 0.0311365 | Time: 6249.49 ms
[2022-03-28 16:41:04 main:574] : INFO : Epoch 1752 | loss: 0.031107 | val_loss: 0.0311233 | Time: 6225.44 ms
[2022-03-28 16:41:10 main:574] : INFO : Epoch 1753 | loss: 0.0311048 | val_loss: 0.0311303 | Time: 6238.18 ms
[2022-03-28 16:41:17 main:574] : INFO : Epoch 1754 | loss: 0.0310974 | val_loss: 0.0311219 | Time: 6238.79 ms
[2022-03-28 16:41:23 main:574] : INFO : Epoch 1755 | loss: 0.0310952 | val_loss: 0.0311183 | Time: 6227.07 ms
[2022-03-28 16:41:29 main:574] : INFO : Epoch 1756 | loss: 0.0310957 | val_loss: 0.0311205 | Time: 6236.54 ms
[2022-03-28 16:41:35 main:574] : INFO : Epoch 1757 | loss: 0.0310949 | val_loss: 0.0311201 | Time: 6254.8 ms
[2022-03-28 16:41:42 main:574] : INFO : Epoch 1758 | loss: 0.0310941 | val_loss: 0.0311171 | Time: 6278.97 ms
[2022-03-28 16:41:48 main:574] : INFO : Epoch 1759 | loss: 0.0310944 | val_loss: 0.0311176 | Time: 6240.01 ms
[2022-03-28 16:41:54 main:574] : INFO : Epoch 1760 | loss: 0.0310984 | val_loss: 0.0311186 | Time: 6231.91 ms
[2022-03-28 16:42:00 main:574] : INFO : Epoch 1761 | loss: 0.0310988 | val_loss: 0.0311261 | Time: 6226.03 ms
[2022-03-28 16:42:07 main:574] : INFO : Epoch 1762 | loss: 0.0310998 | val_loss: 0.0311175 | Time: 6214.23 ms
[2022-03-28 16:42:13 main:574] : INFO : Epoch 1763 | loss: 0.0310932 | val_loss: 0.0311265 | Time: 6281.81 ms
[2022-03-28 16:42:19 main:574] : INFO : Epoch 1764 | loss: 0.0310959 | val_loss: 0.0311243 | Time: 6278.29 ms
[2022-03-28 16:42:25 main:574] : INFO : Epoch 1765 | loss: 0.0310967 | val_loss: 0.0311204 | Time: 6224.45 ms
[2022-03-28 16:42:32 main:574] : INFO : Epoch 1766 | loss: 0.0310915 | val_loss: 0.031118 | Time: 6257.83 ms
[2022-03-28 16:42:38 main:574] : INFO : Epoch 1767 | loss: 0.0310932 | val_loss: 0.0311178 | Time: 6273.37 ms
[2022-03-28 16:42:44 main:574] : INFO : Epoch 1768 | loss: 0.0310974 | val_loss: 0.0311338 | Time: 6221.69 ms
[2022-03-28 16:42:50 main:574] : INFO : Epoch 1769 | loss: 0.031121 | val_loss: 0.0311365 | Time: 6217.11 ms
[2022-03-28 16:42:57 main:574] : INFO : Epoch 1770 | loss: 0.0311225 | val_loss: 0.0311285 | Time: 6243.28 ms
[2022-03-28 16:43:03 main:574] : INFO : Epoch 1771 | loss: 0.0311166 | val_loss: 0.0311259 | Time: 6269 ms
[2022-03-28 16:43:09 main:574] : INFO : Epoch 1772 | loss: 0.0311142 | val_loss: 0.0311316 | Time: 6235.97 ms
[2022-03-28 16:43:15 main:574] : INFO : Epoch 1773 | loss: 0.0311136 | val_loss: 0.0311294 | Time: 6234.17 ms
[2022-03-28 16:43:22 main:574] : INFO : Epoch 1774 | loss: 0.0311105 | val_loss: 0.0311265 | Time: 6233.63 ms
[2022-03-28 16:43:28 main:574] : INFO : Epoch 1775 | loss: 0.0311071 | val_loss: 0.0311247 | Time: 6255.43 ms
[2022-03-28 16:43:34 main:574] : INFO : Epoch 1776 | loss: 0.0311021 | val_loss: 0.0311204 | Time: 6225.65 ms
[2022-03-28 16:43:40 main:574] : INFO : Epoch 1777 | loss: 0.0311 | val_loss: 0.0311228 | Time: 6240.81 ms
[2022-03-28 16:43:47 main:574] : INFO : Epoch 1778 | loss: 0.0311012 | val_loss: 0.0311176 | Time: 6207.25 ms
[2022-03-28 16:43:53 main:574] : INFO : Epoch 1779 | loss: 0.0310995 | val_loss: 0.0311187 | Time: 6245.89 ms
[2022-03-28 16:43:59 main:574] : INFO : Epoch 1780 | loss: 0.0310967 | val_loss: 0.0311184 | Time: 6239.9 ms
[2022-03-28 16:44:05 main:574] : INFO : Epoch 1781 | loss: 0.0310981 | val_loss: 0.0311277 | Time: 6269.34 ms
[2022-03-28 16:44:12 main:574] : INFO : Epoch 1782 | loss: 0.0310987 | val_loss: 0.0311204 | Time: 6244.82 ms
[2022-03-28 16:44:18 main:574] : INFO : Epoch 1783 | loss: 0.0310961 | val_loss: 0.0311202 | Time: 6279.37 ms
[2022-03-28 16:44:24 main:574] : INFO : Epoch 1784 | loss: 0.0310971 | val_loss: 0.0311195 | Time: 6250.76 ms
[2022-03-28 16:44:30 main:574] : INFO : Epoch 1785 | loss: 0.0310943 | val_loss: 0.0311222 | Time: 6209.68 ms
[2022-03-28 16:44:37 main:574] : INFO : Epoch 1786 | loss: 0.0310937 | val_loss: 0.0311178 | Time: 6233.9 ms
[2022-03-28 16:44:43 main:574] : INFO : Epoch 1787 | loss: 0.0310887 | val_loss: 0.0311243 | Time: 6224.7 ms
[2022-03-28 16:44:49 main:574] : INFO : Epoch 1788 | loss: 0.0310889 | val_loss: 0.0311259 | Time: 6237.34 ms
[2022-03-28 16:44:55 main:574] : INFO : Epoch 1789 | loss: 0.0310885 | val_loss: 0.0311285 | Time: 6261.53 ms
[2022-03-28 16:45:02 main:574] : INFO : Epoch 1790 | loss: 0.0310896 | val_loss: 0.0311206 | Time: 6239.97 ms
[2022-03-28 16:45:08 main:574] : INFO : Epoch 1791 | loss: 0.0310913 | val_loss: 0.0311163 | Time: 6255.18 ms
[2022-03-28 16:45:14 main:574] : INFO : Epoch 1792 | loss: 0.0310902 | val_loss: 0.031112 | Time: 6242.21 ms
[2022-03-28 16:45:20 main:574] : INFO : Epoch 1793 | loss: 0.0310901 | val_loss: 0.0311197 | Time: 6219.88 ms
[2022-03-28 16:45:27 main:574] : INFO : Epoch 1794 | loss: 0.0310965 | val_loss: 0.0311233 | Time: 6212.31 ms
[2022-03-28 16:45:33 main:574] : INFO : Epoch 1795 | loss: 0.0311079 | val_loss: 0.0311153 | Time: 6245.26 ms
[2022-03-28 16:45:39 main:574] : INFO : Epoch 1796 | loss: 0.0310934 | val_loss: 0.0311105 | Time: 6271.11 ms
[2022-03-28 16:45:45 main:574] : INFO : Epoch 1797 | loss: 0.0310926 | val_loss: 0.0311153 | Time: 6267.92 ms
[2022-03-28 16:45:52 main:574] : INFO : Epoch 1798 | loss: 0.0310865 | val_loss: 0.031111 | Time: 6266.33 ms
[2022-03-28 16:45:58 main:574] : INFO : Epoch 1799 | loss: 0.0310848 | val_loss: 0.0311138 | Time: 6252.37 ms
[2022-03-28 16:46:04 main:574] : INFO : Epoch 1800 | loss: 0.0310853 | val_loss: 0.0311149 | Time: 6264.81 ms
[2022-03-28 16:46:10 main:574] : INFO : Epoch 1801 | loss: 0.031086 | val_loss: 0.0311112 | Time: 6221.88 ms
[2022-03-28 16:46:17 main:574] : INFO : Epoch 1802 | loss: 0.0310834 | val_loss: 0.0311113 | Time: 6214.75 ms
[2022-03-28 16:46:23 main:574] : INFO : Epoch 1803 | loss: 0.031083 | val_loss: 0.0311081 | Time: 6214.47 ms
[2022-03-28 16:46:29 main:574] : INFO : Epoch 1804 | loss: 0.0310778 | val_loss: 0.0311202 | Time: 6248.15 ms
[2022-03-28 16:46:35 main:574] : INFO : Epoch 1805 | loss: 0.0310769 | val_loss: 0.0311114 | Time: 6234.85 ms
[2022-03-28 16:46:42 main:574] : INFO : Epoch 1806 | loss: 0.0310764 | val_loss: 0.0311217 | Time: 6238.02 ms
[2022-03-28 16:46:48 main:574] : INFO : Epoch 1807 | loss: 0.031076 | val_loss: 0.0311138 | Time: 6317.83 ms
[2022-03-28 16:46:54 main:574] : INFO : Epoch 1808 | loss: 0.0310741 | val_loss: 0.031125 | Time: 6222.74 ms
[2022-03-28 16:47:00 main:574] : INFO : Epoch 1809 | loss: 0.0310804 | val_loss: 0.0311229 | Time: 6231.81 ms
[2022-03-28 16:47:07 main:574] : INFO : Epoch 1810 | loss: 0.0310829 | val_loss: 0.0311101 | Time: 6215.77 ms
[2022-03-28 16:47:13 main:574] : INFO : Epoch 1811 | loss: 0.0310776 | val_loss: 0.0311212 | Time: 6232.78 ms
[2022-03-28 16:47:19 main:574] : INFO : Epoch 1812 | loss: 0.0310791 | val_loss: 0.0311117 | Time: 6235.13 ms
[2022-03-28 16:47:25 main:574] : INFO : Epoch 1813 | loss: 0.0310802 | val_loss: 0.0311118 | Time: 6240.49 ms
[2022-03-28 16:47:32 main:574] : INFO : Epoch 1814 | loss: 0.0310782 | val_loss: 0.0311126 | Time: 6229.84 ms
[2022-03-28 16:47:38 main:574] : INFO : Epoch 1815 | loss: 0.0310777 | val_loss: 0.031114 | Time: 6260.59 ms
[2022-03-28 16:47:44 main:574] : INFO : Epoch 1816 | loss: 0.0310762 | val_loss: 0.0311191 | Time: 6270.04 ms
[2022-03-28 16:47:50 main:574] : INFO : Epoch 1817 | loss: 0.0310731 | val_loss: 0.0311132 | Time: 6226.32 ms
[2022-03-28 16:47:57 main:574] : INFO : Epoch 1818 | loss: 0.0310758 | val_loss: 0.0311119 | Time: 6210.3 ms
[2022-03-28 16:48:03 main:574] : INFO : Epoch 1819 | loss: 0.0310769 | val_loss: 0.0311171 | Time: 6224.88 ms
[2022-03-28 16:48:09 main:574] : INFO : Epoch 1820 | loss: 0.0310767 | val_loss: 0.031109 | Time: 6231.1 ms
[2022-03-28 16:48:15 main:574] : INFO : Epoch 1821 | loss: 0.0310759 | val_loss: 0.0311129 | Time: 6221.01 ms
[2022-03-28 16:48:22 main:574] : INFO : Epoch 1822 | loss: 0.0310747 | val_loss: 0.0311086 | Time: 6270.36 ms
[2022-03-28 16:48:28 main:574] : INFO : Epoch 1823 | loss: 0.0310751 | val_loss: 0.0311181 | Time: 6225.63 ms
[2022-03-28 16:48:34 main:574] : INFO : Epoch 1824 | loss: 0.0310707 | val_loss: 0.031115 | Time: 6260.64 ms
[2022-03-28 16:48:40 main:574] : INFO : Epoch 1825 | loss: 0.0310694 | val_loss: 0.0311263 | Time: 6234.36 ms
[2022-03-28 16:48:47 main:574] : INFO : Epoch 1826 | loss: 0.0310848 | val_loss: 0.031121 | Time: 6238.48 ms
[2022-03-28 16:48:53 main:574] : INFO : Epoch 1827 | loss: 0.0310856 | val_loss: 0.0311241 | Time: 6241.76 ms
[2022-03-28 16:48:59 main:574] : INFO : Epoch 1828 | loss: 0.0310808 | val_loss: 0.0311183 | Time: 6247.09 ms
[2022-03-28 16:49:05 main:574] : INFO : Epoch 1829 | loss: 0.0310792 | val_loss: 0.0311206 | Time: 6245.61 ms
[2022-03-28 16:49:12 main:574] : INFO : Epoch 1830 | loss: 0.0310769 | val_loss: 0.0311153 | Time: 6261.71 ms
[2022-03-28 16:49:18 main:574] : INFO : Epoch 1831 | loss: 0.0310757 | val_loss: 0.0311138 | Time: 6251.77 ms
[2022-03-28 16:49:24 main:574] : INFO : Epoch 1832 | loss: 0.0310773 | val_loss: 0.0311267 | Time: 6239.95 ms
[2022-03-28 16:49:30 main:574] : INFO : Epoch 1833 | loss: 0.0310774 | val_loss: 0.0311103 | Time: 6254.87 ms
[2022-03-28 16:49:37 main:574] : INFO : Epoch 1834 | loss: 0.0310762 | val_loss: 0.0311094 | Time: 6215.62 ms
[2022-03-28 16:49:43 main:574] : INFO : Epoch 1835 | loss: 0.0310718 | val_loss: 0.0311155 | Time: 6235.3 ms
[2022-03-28 16:49:49 main:574] : INFO : Epoch 1836 | loss: 0.0310745 | val_loss: 0.0311129 | Time: 6210.37 ms
[2022-03-28 16:49:55 main:574] : INFO : Epoch 1837 | loss: 0.0310781 | val_loss: 0.0311269 | Time: 6233.38 ms
[2022-03-28 16:50:02 main:574] : INFO : Epoch 1838 | loss: 0.0310883 | val_loss: 0.0311373 | Time: 6291.73 ms
[2022-03-28 16:50:08 main:574] : INFO : Epoch 1839 | loss: 0.0310904 | val_loss: 0.0311186 | Time: 6230.69 ms
[2022-03-28 16:50:14 main:574] : INFO : Epoch 1840 | loss: 0.0310991 | val_loss: 0.0311212 | Time: 6241.75 ms
[2022-03-28 16:50:20 main:574] : INFO : Epoch 1841 | loss: 0.0311048 | val_loss: 0.0311207 | Time: 6228.62 ms
[2022-03-28 16:50:27 main:574] : INFO : Epoch 1842 | loss: 0.0311042 | val_loss: 0.0311182 | Time: 6244.74 ms
[2022-03-28 16:50:33 main:574] : INFO : Epoch 1843 | loss: 0.031098 | val_loss: 0.0311188 | Time: 6218.87 ms
[2022-03-28 16:50:39 main:574] : INFO : Epoch 1844 | loss: 0.0310958 | val_loss: 0.0311188 | Time: 6448.8 ms
[2022-03-28 16:50:46 main:574] : INFO : Epoch 1845 | loss: 0.0310984 | val_loss: 0.0311218 | Time: 6363.17 ms
[2022-03-28 16:50:52 main:574] : INFO : Epoch 1846 | loss: 0.0311038 | val_loss: 0.031119 | Time: 6271.69 ms
[2022-03-28 16:50:58 main:574] : INFO : Epoch 1847 | loss: 0.0310947 | val_loss: 0.0311261 | Time: 6349.51 ms
[2022-03-28 16:51:05 main:574] : INFO : Epoch 1848 | loss: 0.0310898 | val_loss: 0.0311239 | Time: 6211.43 ms
[2022-03-28 16:51:11 main:574] : INFO : Epoch 1849 | loss: 0.0310843 | val_loss: 0.0311174 | Time: 6256.27 ms
[2022-03-28 16:51:17 main:574] : INFO : Epoch 1850 | loss: 0.0310797 | val_loss: 0.0311252 | Time: 6221.89 ms
[2022-03-28 16:51:23 main:574] : INFO : Epoch 1851 | loss: 0.0310787 | val_loss: 0.0311176 | Time: 6235.17 ms
[2022-03-28 16:51:30 main:574] : INFO : Epoch 1852 | loss: 0.0310963 | val_loss: 0.0311212 | Time: 6251.89 ms
[2022-03-28 16:51:36 main:574] : INFO : Epoch 1853 | loss: 0.0311122 | val_loss: 0.0311382 | Time: 6222.52 ms
[2022-03-28 16:51:42 main:574] : INFO : Epoch 1854 | loss: 0.0311279 | val_loss: 0.0311325 | Time: 6236.56 ms
[2022-03-28 16:51:48 main:574] : INFO : Epoch 1855 | loss: 0.0311193 | val_loss: 0.0311226 | Time: 6258.29 ms
[2022-03-28 16:51:55 main:574] : INFO : Epoch 1856 | loss: 0.0311123 | val_loss: 0.0311216 | Time: 6214.2 ms
[2022-03-28 16:52:01 main:574] : INFO : Epoch 1857 | loss: 0.0311059 | val_loss: 0.0311167 | Time: 6235.16 ms
[2022-03-28 16:52:07 main:574] : INFO : Epoch 1858 | loss: 0.0310996 | val_loss: 0.0311243 | Time: 6229.44 ms
[2022-03-28 16:52:13 main:574] : INFO : Epoch 1859 | loss: 0.031102 | val_loss: 0.0311182 | Time: 6242.39 ms
[2022-03-28 16:52:20 main:574] : INFO : Epoch 1860 | loss: 0.0310907 | val_loss: 0.0311156 | Time: 6249.28 ms
[2022-03-28 16:52:26 main:574] : INFO : Epoch 1861 | loss: 0.0310918 | val_loss: 0.0311163 | Time: 6230.12 ms
[2022-03-28 16:52:32 main:574] : INFO : Epoch 1862 | loss: 0.0310937 | val_loss: 0.0311148 | Time: 6224.25 ms
[2022-03-28 16:52:38 main:574] : INFO : Epoch 1863 | loss: 0.0310868 | val_loss: 0.0311166 | Time: 6243.08 ms
[2022-03-28 16:52:45 main:574] : INFO : Epoch 1864 | loss: 0.031085 | val_loss: 0.031113 | Time: 6260.11 ms
[2022-03-28 16:52:51 main:574] : INFO : Epoch 1865 | loss: 0.0310843 | val_loss: 0.031116 | Time: 6222.25 ms
[2022-03-28 16:52:57 main:574] : INFO : Epoch 1866 | loss: 0.0310818 | val_loss: 0.031111 | Time: 6241.86 ms
[2022-03-28 16:53:03 main:574] : INFO : Epoch 1867 | loss: 0.0310833 | val_loss: 0.031118 | Time: 6231.82 ms
[2022-03-28 16:53:10 main:574] : INFO : Epoch 1868 | loss: 0.0310911 | val_loss: 0.0311196 | Time: 6269.41 ms
[2022-03-28 16:53:16 main:574] : INFO : Epoch 1869 | loss: 0.0310809 | val_loss: 0.031116 | Time: 6260.78 ms
[2022-03-28 16:53:22 main:574] : INFO : Epoch 1870 | loss: 0.0310758 | val_loss: 0.031111 | Time: 6247.72 ms
[2022-03-28 16:53:28 main:574] : INFO : Epoch 1871 | loss: 0.0310757 | val_loss: 0.0311116 | Time: 6248.19 ms
[2022-03-28 16:53:35 main:574] : INFO : Epoch 1872 | loss: 0.0310772 | val_loss: 0.0311095 | Time: 6206.91 ms
[2022-03-28 16:53:41 main:574] : INFO : Epoch 1873 | loss: 0.031075 | val_loss: 0.0311101 | Time: 6216 ms
[2022-03-28 16:53:47 main:574] : INFO : Epoch 1874 | loss: 0.0310696 | val_loss: 0.0311129 | Time: 6213.45 ms
[2022-03-28 16:53:53 main:574] : INFO : Epoch 1875 | loss: 0.0310699 | val_loss: 0.0311058 | Time: 6211.34 ms
[2022-03-28 16:53:59 main:574] : INFO : Epoch 1876 | loss: 0.0310725 | val_loss: 0.0311102 | Time: 6244.5 ms
[2022-03-28 16:54:06 main:574] : INFO : Epoch 1877 | loss: 0.0310727 | val_loss: 0.0311079 | Time: 6255.07 ms
[2022-03-28 16:54:12 main:574] : INFO : Epoch 1878 | loss: 0.0310672 | val_loss: 0.0311071 | Time: 6235.62 ms
[2022-03-28 16:54:18 main:574] : INFO : Epoch 1879 | loss: 0.031073 | val_loss: 0.0311055 | Time: 6256.32 ms
[2022-03-28 16:54:24 main:574] : INFO : Epoch 1880 | loss: 0.0310686 | val_loss: 0.0311085 | Time: 6218.06 ms
[2022-03-28 16:54:31 main:574] : INFO : Epoch 1881 | loss: 0.0310708 | val_loss: 0.0311126 | Time: 6216.95 ms
[2022-03-28 16:54:37 main:574] : INFO : Epoch 1882 | loss: 0.0310735 | val_loss: 0.0311131 | Time: 6234.76 ms
[2022-03-28 16:54:43 main:574] : INFO : Epoch 1883 | loss: 0.0310729 | val_loss: 0.0311175 | Time: 6255.96 ms
[2022-03-28 16:54:49 main:574] : INFO : Epoch 1884 | loss: 0.0310719 | val_loss: 0.0311133 | Time: 6264.08 ms
[2022-03-28 16:54:56 main:574] : INFO : Epoch 1885 | loss: 0.0310699 | val_loss: 0.0311059 | Time: 6244.67 ms
[2022-03-28 16:55:02 main:574] : INFO : Epoch 1886 | loss: 0.0310693 | val_loss: 0.0311048 | Time: 6248.16 ms
[2022-03-28 16:55:08 main:574] : INFO : Epoch 1887 | loss: 0.031068 | val_loss: 0.0311059 | Time: 6240.43 ms
[2022-03-28 16:55:14 main:574] : INFO : Epoch 1888 | loss: 0.0310648 | val_loss: 0.0311124 | Time: 6251.19 ms
[2022-03-28 16:55:21 main:574] : INFO : Epoch 1889 | loss: 0.0310767 | val_loss: 0.0311106 | Time: 6230.19 ms
[2022-03-28 16:55:27 main:574] : INFO : Epoch 1890 | loss: 0.0310939 | val_loss: 0.031113 | Time: 6227.99 ms
[2022-03-28 16:55:33 main:574] : INFO : Epoch 1891 | loss: 0.0310986 | val_loss: 0.0311272 | Time: 6249.57 ms
[2022-03-28 16:55:39 main:574] : INFO : Epoch 1892 | loss: 0.0310939 | val_loss: 0.0311102 | Time: 6234.12 ms
[2022-03-28 16:55:46 main:574] : INFO : Epoch 1893 | loss: 0.0310907 | val_loss: 0.0311094 | Time: 6283.55 ms
[2022-03-28 16:55:52 main:574] : INFO : Epoch 1894 | loss: 0.0310859 | val_loss: 0.0311073 | Time: 6258.95 ms
[2022-03-28 16:55:58 main:574] : INFO : Epoch 1895 | loss: 0.0310826 | val_loss: 0.0311085 | Time: 6263.2 ms
[2022-03-28 16:56:05 main:574] : INFO : Epoch 1896 | loss: 0.0310806 | val_loss: 0.0311061 | Time: 6233.13 ms
[2022-03-28 16:56:11 main:574] : INFO : Epoch 1897 | loss: 0.0310781 | val_loss: 0.0311045 | Time: 6238.5 ms
[2022-03-28 16:56:17 main:574] : INFO : Epoch 1898 | loss: 0.031081 | val_loss: 0.0311042 | Time: 6219.25 ms
[2022-03-28 16:56:23 main:574] : INFO : Epoch 1899 | loss: 0.0310786 | val_loss: 0.0311113 | Time: 6221.45 ms
[2022-03-28 16:56:29 main:574] : INFO : Epoch 1900 | loss: 0.0310819 | val_loss: 0.0311028 | Time: 6249.73 ms
[2022-03-28 16:56:36 main:574] : INFO : Epoch 1901 | loss: 0.031077 | val_loss: 0.0311081 | Time: 6215.5 ms
[2022-03-28 16:56:42 main:574] : INFO : Epoch 1902 | loss: 0.031079 | val_loss: 0.0311056 | Time: 6275.27 ms
[2022-03-28 16:56:48 main:574] : INFO : Epoch 1903 | loss: 0.0310769 | val_loss: 0.031114 | Time: 6270.36 ms
[2022-03-28 16:56:55 main:574] : INFO : Epoch 1904 | loss: 0.0310795 | val_loss: 0.0311082 | Time: 6237.74 ms
[2022-03-28 16:57:01 main:574] : INFO : Epoch 1905 | loss: 0.0310839 | val_loss: 0.0311204 | Time: 6212.76 ms
[2022-03-28 16:57:07 main:574] : INFO : Epoch 1906 | loss: 0.0311013 | val_loss: 0.031124 | Time: 6237.22 ms
[2022-03-28 16:57:13 main:574] : INFO : Epoch 1907 | loss: 0.0310952 | val_loss: 0.0311181 | Time: 6220.58 ms
[2022-03-28 16:57:19 main:574] : INFO : Epoch 1908 | loss: 0.0310898 | val_loss: 0.031113 | Time: 6241.23 ms
[2022-03-28 16:57:26 main:574] : INFO : Epoch 1909 | loss: 0.0310872 | val_loss: 0.031111 | Time: 6273.04 ms
[2022-03-28 16:57:32 main:574] : INFO : Epoch 1910 | loss: 0.0310873 | val_loss: 0.0311097 | Time: 6253.32 ms
[2022-03-28 16:57:38 main:574] : INFO : Epoch 1911 | loss: 0.0310825 | val_loss: 0.0311039 | Time: 6243.48 ms
[2022-03-28 16:57:44 main:574] : INFO : Epoch 1912 | loss: 0.0310862 | val_loss: 0.0311141 | Time: 6213.86 ms
[2022-03-28 16:57:51 main:574] : INFO : Epoch 1913 | loss: 0.0310845 | val_loss: 0.0311041 | Time: 6228.81 ms
[2022-03-28 16:57:57 main:574] : INFO : Epoch 1914 | loss: 0.0310808 | val_loss: 0.0311054 | Time: 6244.94 ms
[2022-03-28 16:58:03 main:574] : INFO : Epoch 1915 | loss: 0.0310758 | val_loss: 0.0311033 | Time: 6216.97 ms
[2022-03-28 16:58:09 main:574] : INFO : Epoch 1916 | loss: 0.0310754 | val_loss: 0.0311082 | Time: 6226.96 ms
[2022-03-28 16:58:16 main:574] : INFO : Epoch 1917 | loss: 0.0310743 | val_loss: 0.0311063 | Time: 6238.68 ms
[2022-03-28 16:58:22 main:574] : INFO : Epoch 1918 | loss: 0.0310783 | val_loss: 0.0311052 | Time: 6284.7 ms
[2022-03-28 16:58:28 main:574] : INFO : Epoch 1919 | loss: 0.0310828 | val_loss: 0.0311063 | Time: 6290.44 ms
[2022-03-28 16:58:35 main:574] : INFO : Epoch 1920 | loss: 0.0310862 | val_loss: 0.0311157 | Time: 6255.33 ms
[2022-03-28 16:58:41 main:574] : INFO : Epoch 1921 | loss: 0.0310967 | val_loss: 0.0311218 | Time: 6239.85 ms
[2022-03-28 16:58:47 main:574] : INFO : Epoch 1922 | loss: 0.0310802 | val_loss: 0.031107 | Time: 6228.29 ms
[2022-03-28 16:58:53 main:574] : INFO : Epoch 1923 | loss: 0.0310765 | val_loss: 0.0311014 | Time: 6234.25 ms
[2022-03-28 16:58:59 main:574] : INFO : Epoch 1924 | loss: 0.0310661 | val_loss: 0.0310969 | Time: 6237.61 ms
[2022-03-28 16:59:06 main:574] : INFO : Epoch 1925 | loss: 0.0310689 | val_loss: 0.0310995 | Time: 6238.58 ms
[2022-03-28 16:59:12 main:574] : INFO : Epoch 1926 | loss: 0.0310743 | val_loss: 0.0311112 | Time: 6255.44 ms
[2022-03-28 16:59:18 main:574] : INFO : Epoch 1927 | loss: 0.0310756 | val_loss: 0.031127 | Time: 6255.82 ms
[2022-03-28 16:59:25 main:574] : INFO : Epoch 1928 | loss: 0.03107 | val_loss: 0.0310988 | Time: 6236.14 ms
[2022-03-28 16:59:31 main:574] : INFO : Epoch 1929 | loss: 0.0310644 | val_loss: 0.0310964 | Time: 6211.08 ms
[2022-03-28 16:59:37 main:574] : INFO : Epoch 1930 | loss: 0.0310612 | val_loss: 0.0310974 | Time: 6215.53 ms
[2022-03-28 16:59:43 main:574] : INFO : Epoch 1931 | loss: 0.0310607 | val_loss: 0.0310988 | Time: 6234.26 ms
[2022-03-28 16:59:49 main:574] : INFO : Epoch 1932 | loss: 0.0310633 | val_loss: 0.0311034 | Time: 6231.74 ms
[2022-03-28 16:59:56 main:574] : INFO : Epoch 1933 | loss: 0.0310567 | val_loss: 0.0310992 | Time: 6286.41 ms
[2022-03-28 17:00:02 main:574] : INFO : Epoch 1934 | loss: 0.0310581 | val_loss: 0.0311021 | Time: 6245.76 ms
[2022-03-28 17:00:08 main:574] : INFO : Epoch 1935 | loss: 0.0310571 | val_loss: 0.0311005 | Time: 6283.66 ms
[2022-03-28 17:00:15 main:574] : INFO : Epoch 1936 | loss: 0.031057 | val_loss: 0.0310984 | Time: 6227.31 ms
[2022-03-28 17:00:21 main:574] : INFO : Epoch 1937 | loss: 0.0310596 | val_loss: 0.031095 | Time: 6227.37 ms
[2022-03-28 17:00:27 main:574] : INFO : Epoch 1938 | loss: 0.0310602 | val_loss: 0.0310979 | Time: 6241.1 ms
[2022-03-28 17:00:33 main:574] : INFO : Epoch 1939 | loss: 0.0310574 | val_loss: 0.0311046 | Time: 6205.68 ms
[2022-03-28 17:00:39 main:574] : INFO : Epoch 1940 | loss: 0.0310585 | val_loss: 0.0311054 | Time: 6215.45 ms
[2022-03-28 17:00:46 main:574] : INFO : Epoch 1941 | loss: 0.0310601 | val_loss: 0.0310953 | Time: 6225.89 ms
[2022-03-28 17:00:52 main:574] : INFO : Epoch 1942 | loss: 0.0310565 | val_loss: 0.0310981 | Time: 6258.9 ms
[2022-03-28 17:00:58 main:574] : INFO : Epoch 1943 | loss: 0.031057 | val_loss: 0.0310949 | Time: 6242.86 ms
[2022-03-28 17:01:04 main:574] : INFO : Epoch 1944 | loss: 0.0310602 | val_loss: 0.0311006 | Time: 6245.41 ms
[2022-03-28 17:01:11 main:574] : INFO : Epoch 1945 | loss: 0.0310592 | val_loss: 0.0310986 | Time: 6229.51 ms
[2022-03-28 17:01:17 main:574] : INFO : Epoch 1946 | loss: 0.0310565 | val_loss: 0.0311035 | Time: 6213.71 ms
[2022-03-28 17:01:23 main:574] : INFO : Epoch 1947 | loss: 0.0310604 | val_loss: 0.031096 | Time: 6264.92 ms
[2022-03-28 17:01:29 main:574] : INFO : Epoch 1948 | loss: 0.0310583 | val_loss: 0.031103 | Time: 6216.64 ms
[2022-03-28 17:01:36 main:574] : INFO : Epoch 1949 | loss: 0.0310626 | val_loss: 0.031114 | Time: 6252.94 ms
[2022-03-28 17:01:42 main:574] : INFO : Epoch 1950 | loss: 0.0310669 | val_loss: 0.0311191 | Time: 6223.88 ms
[2022-03-28 17:01:48 main:574] : INFO : Epoch 1951 | loss: 0.0310651 | val_loss: 0.0310936 | Time: 6224.39 ms
[2022-03-28 17:01:54 main:574] : INFO : Epoch 1952 | loss: 0.0310562 | val_loss: 0.0310968 | Time: 6257.42 ms
[2022-03-28 17:02:01 main:574] : INFO : Epoch 1953 | loss: 0.0310522 | val_loss: 0.0310926 | Time: 6238.27 ms
[2022-03-28 17:02:07 main:574] : INFO : Epoch 1954 | loss: 0.0310572 | val_loss: 0.0310947 | Time: 6226.07 ms
[2022-03-28 17:02:13 main:574] : INFO : Epoch 1955 | loss: 0.0310557 | val_loss: 0.0310935 | Time: 6229.36 ms
[2022-03-28 17:02:19 main:574] : INFO : Epoch 1956 | loss: 0.0310595 | val_loss: 0.0311024 | Time: 6218.88 ms
[2022-03-28 17:02:26 main:574] : INFO : Epoch 1957 | loss: 0.0310581 | val_loss: 0.0310964 | Time: 6232.27 ms
[2022-03-28 17:02:32 main:574] : INFO : Epoch 1958 | loss: 0.0310574 | val_loss: 0.0310921 | Time: 6240.27 ms
[2022-03-28 17:02:38 main:574] : INFO : Epoch 1959 | loss: 0.0310562 | val_loss: 0.031098 | Time: 6220.85 ms
[2022-03-28 17:02:44 main:574] : INFO : Epoch 1960 | loss: 0.0310563 | val_loss: 0.0310969 | Time: 6259.99 ms
[2022-03-28 17:02:51 main:574] : INFO : Epoch 1961 | loss: 0.0310584 | val_loss: 0.0311008 | Time: 6213.64 ms
[2022-03-28 17:02:57 main:574] : INFO : Epoch 1962 | loss: 0.0310507 | val_loss: 0.0310939 | Time: 6234.25 ms
[2022-03-28 17:03:03 main:574] : INFO : Epoch 1963 | loss: 0.0310505 | val_loss: 0.0311013 | Time: 6219.57 ms
[2022-03-28 17:03:09 main:574] : INFO : Epoch 1964 | loss: 0.0310472 | val_loss: 0.0310959 | Time: 6249.71 ms
[2022-03-28 17:03:15 main:574] : INFO : Epoch 1965 | loss: 0.0310452 | val_loss: 0.031113 | Time: 6222.64 ms
[2022-03-28 17:03:22 main:574] : INFO : Epoch 1966 | loss: 0.0310537 | val_loss: 0.0310995 | Time: 6220.76 ms
[2022-03-28 17:03:28 main:574] : INFO : Epoch 1967 | loss: 0.0310572 | val_loss: 0.0311022 | Time: 6258.69 ms
[2022-03-28 17:03:34 main:574] : INFO : Epoch 1968 | loss: 0.0310558 | val_loss: 0.0310981 | Time: 6235.96 ms
[2022-03-28 17:03:40 main:574] : INFO : Epoch 1969 | loss: 0.0310559 | val_loss: 0.0311033 | Time: 6241.62 ms
[2022-03-28 17:03:47 main:574] : INFO : Epoch 1970 | loss: 0.0310506 | val_loss: 0.0311017 | Time: 6250.23 ms
[2022-03-28 17:03:53 main:574] : INFO : Epoch 1971 | loss: 0.0310549 | val_loss: 0.0310955 | Time: 6229.71 ms
[2022-03-28 17:03:59 main:574] : INFO : Epoch 1972 | loss: 0.0310643 | val_loss: 0.031099 | Time: 6232.2 ms
[2022-03-28 17:04:05 main:574] : INFO : Epoch 1973 | loss: 0.0310597 | val_loss: 0.0311052 | Time: 6239.79 ms
[2022-03-28 17:04:12 main:574] : INFO : Epoch 1974 | loss: 0.0310749 | val_loss: 0.0311017 | Time: 6218.85 ms
[2022-03-28 17:04:18 main:574] : INFO : Epoch 1975 | loss: 0.0310884 | val_loss: 0.0310953 | Time: 6242 ms
[2022-03-28 17:04:24 main:574] : INFO : Epoch 1976 | loss: 0.0310741 | val_loss: 0.0311012 | Time: 6238.46 ms
[2022-03-28 17:04:30 main:574] : INFO : Epoch 1977 | loss: 0.0310692 | val_loss: 0.0311041 | Time: 6241.14 ms
[2022-03-28 17:04:37 main:574] : INFO : Epoch 1978 | loss: 0.0310626 | val_loss: 0.0310944 | Time: 6250.13 ms
[2022-03-28 17:04:43 main:574] : INFO : Epoch 1979 | loss: 0.0310624 | val_loss: 0.0311143 | Time: 6221.76 ms
[2022-03-28 17:04:49 main:574] : INFO : Epoch 1980 | loss: 0.0310597 | val_loss: 0.0311017 | Time: 6261.01 ms
[2022-03-28 17:04:55 main:574] : INFO : Epoch 1981 | loss: 0.0310557 | val_loss: 0.0311028 | Time: 6242.47 ms
[2022-03-28 17:05:02 main:574] : INFO : Epoch 1982 | loss: 0.0310545 | val_loss: 0.0311016 | Time: 6247.78 ms
[2022-03-28 17:05:08 main:574] : INFO : Epoch 1983 | loss: 0.0310583 | val_loss: 0.0310991 | Time: 6243.92 ms
[2022-03-28 17:05:14 main:574] : INFO : Epoch 1984 | loss: 0.0310608 | val_loss: 0.031097 | Time: 6231.15 ms
[2022-03-28 17:05:20 main:574] : INFO : Epoch 1985 | loss: 0.0310565 | val_loss: 0.0310997 | Time: 6240.44 ms
[2022-03-28 17:05:27 main:574] : INFO : Epoch 1986 | loss: 0.0310713 | val_loss: 0.0311021 | Time: 6222.6 ms
[2022-03-28 17:05:33 main:574] : INFO : Epoch 1987 | loss: 0.0310689 | val_loss: 0.0311066 | Time: 6247.59 ms
[2022-03-28 17:05:39 main:574] : INFO : Epoch 1988 | loss: 0.0310644 | val_loss: 0.0311068 | Time: 6217.55 ms
[2022-03-28 17:05:45 main:574] : INFO : Epoch 1989 | loss: 0.0310606 | val_loss: 0.0311023 | Time: 6214.7 ms
[2022-03-28 17:05:52 main:574] : INFO : Epoch 1990 | loss: 0.0310591 | val_loss: 0.0311042 | Time: 6234.77 ms
[2022-03-28 17:05:58 main:574] : INFO : Epoch 1991 | loss: 0.0310585 | val_loss: 0.031098 | Time: 6234.7 ms
[2022-03-28 17:06:04 main:574] : INFO : Epoch 1992 | loss: 0.0310541 | val_loss: 0.0311103 | Time: 6222.5 ms
[2022-03-28 17:06:10 main:574] : INFO : Epoch 1993 | loss: 0.0310542 | val_loss: 0.031101 | Time: 6245.89 ms
[2022-03-28 17:06:17 main:574] : INFO : Epoch 1994 | loss: 0.0310499 | val_loss: 0.0311012 | Time: 6255.03 ms
[2022-03-28 17:06:23 main:574] : INFO : Epoch 1995 | loss: 0.03105 | val_loss: 0.0310973 | Time: 6226.87 ms
[2022-03-28 17:06:29 main:574] : INFO : Epoch 1996 | loss: 0.0310508 | val_loss: 0.0310903 | Time: 6225.06 ms
[2022-03-28 17:06:35 main:574] : INFO : Epoch 1997 | loss: 0.0310545 | val_loss: 0.0311112 | Time: 6233.68 ms
[2022-03-28 17:06:42 main:574] : INFO : Epoch 1998 | loss: 0.031049 | val_loss: 0.0310993 | Time: 6235.91 ms
[2022-03-28 17:06:48 main:574] : INFO : Epoch 1999 | loss: 0.0310511 | val_loss: 0.0311059 | Time: 6223.36 ms
[2022-03-28 17:06:54 main:574] : INFO : Epoch 2000 | loss: 0.0310501 | val_loss: 0.0310956 | Time: 6277.73 ms
[2022-03-28 17:07:00 main:574] : INFO : Epoch 2001 | loss: 0.0310466 | val_loss: 0.0310985 | Time: 6234.29 ms
[2022-03-28 17:07:07 main:574] : INFO : Epoch 2002 | loss: 0.0310496 | val_loss: 0.0310995 | Time: 6288.95 ms
[2022-03-28 17:07:13 main:574] : INFO : Epoch 2003 | loss: 0.0310546 | val_loss: 0.0310984 | Time: 6213.93 ms
[2022-03-28 17:07:19 main:574] : INFO : Epoch 2004 | loss: 0.0310642 | val_loss: 0.0311066 | Time: 6207.73 ms
[2022-03-28 17:07:25 main:574] : INFO : Epoch 2005 | loss: 0.0310543 | val_loss: 0.0310937 | Time: 6208.63 ms
[2022-03-28 17:07:31 main:574] : INFO : Epoch 2006 | loss: 0.031048 | val_loss: 0.0310995 | Time: 6214.41 ms
[2022-03-28 17:07:38 main:574] : INFO : Epoch 2007 | loss: 0.0310465 | val_loss: 0.0310968 | Time: 6247.26 ms
[2022-03-28 17:07:44 main:574] : INFO : Epoch 2008 | loss: 0.0310499 | val_loss: 0.0311083 | Time: 6254.82 ms
[2022-03-28 17:07:50 main:574] : INFO : Epoch 2009 | loss: 0.0310503 | val_loss: 0.0311089 | Time: 6222.84 ms
[2022-03-28 17:07:56 main:574] : INFO : Epoch 2010 | loss: 0.0310464 | val_loss: 0.0311102 | Time: 6241.72 ms
[2022-03-28 17:08:03 main:574] : INFO : Epoch 2011 | loss: 0.0310485 | val_loss: 0.0311171 | Time: 6225.14 ms
[2022-03-28 17:08:09 main:574] : INFO : Epoch 2012 | loss: 0.0310469 | val_loss: 0.0311148 | Time: 6222.49 ms
[2022-03-28 17:08:15 main:574] : INFO : Epoch 2013 | loss: 0.0310476 | val_loss: 0.0311033 | Time: 6236.46 ms
[2022-03-28 17:08:21 main:574] : INFO : Epoch 2014 | loss: 0.0310446 | val_loss: 0.0311031 | Time: 6227.17 ms
[2022-03-28 17:08:28 main:574] : INFO : Epoch 2015 | loss: 0.0310501 | val_loss: 0.0311026 | Time: 6210.79 ms
[2022-03-28 17:08:34 main:574] : INFO : Epoch 2016 | loss: 0.031046 | val_loss: 0.0311012 | Time: 6234.5 ms
[2022-03-28 17:08:40 main:574] : INFO : Epoch 2017 | loss: 0.0310446 | val_loss: 0.0310903 | Time: 6255.94 ms
[2022-03-28 17:08:46 main:574] : INFO : Epoch 2018 | loss: 0.0310472 | val_loss: 0.0311036 | Time: 6251.01 ms
[2022-03-28 17:08:53 main:574] : INFO : Epoch 2019 | loss: 0.0310392 | val_loss: 0.0310946 | Time: 6232.38 ms
[2022-03-28 17:08:59 main:574] : INFO : Epoch 2020 | loss: 0.0310387 | val_loss: 0.0310982 | Time: 6232.3 ms
[2022-03-28 17:09:05 main:574] : INFO : Epoch 2021 | loss: 0.0310395 | val_loss: 0.0310945 | Time: 6208.74 ms
[2022-03-28 17:09:11 main:574] : INFO : Epoch 2022 | loss: 0.0310406 | val_loss: 0.0310979 | Time: 6211.32 ms
[2022-03-28 17:09:18 main:574] : INFO : Epoch 2023 | loss: 0.0310402 | val_loss: 0.0311075 | Time: 6256.81 ms
[2022-03-28 17:09:24 main:574] : INFO : Epoch 2024 | loss: 0.0310414 | val_loss: 0.0311079 | Time: 6247.87 ms
[2022-03-28 17:09:30 main:574] : INFO : Epoch 2025 | loss: 0.0310462 | val_loss: 0.0311056 | Time: 6244.9 ms
[2022-03-28 17:09:36 main:574] : INFO : Epoch 2026 | loss: 0.0310536 | val_loss: 0.0310946 | Time: 6227.71 ms
[2022-03-28 17:09:43 main:574] : INFO : Epoch 2027 | loss: 0.0310645 | val_loss: 0.0311005 | Time: 6228.37 ms
[2022-03-28 17:09:49 main:574] : INFO : Epoch 2028 | loss: 0.0310582 | val_loss: 0.0310936 | Time: 6243.68 ms
[2022-03-28 17:09:55 main:574] : INFO : Epoch 2029 | loss: 0.0310563 | val_loss: 0.0311005 | Time: 6216.21 ms
[2022-03-28 17:10:01 main:574] : INFO : Epoch 2030 | loss: 0.0310524 | val_loss: 0.0311036 | Time: 6228 ms
[2022-03-28 17:10:08 main:574] : INFO : Epoch 2031 | loss: 0.031053 | val_loss: 0.0310966 | Time: 6215.96 ms
[2022-03-28 17:10:14 main:574] : INFO : Epoch 2032 | loss: 0.0310503 | val_loss: 0.0310897 | Time: 6258.65 ms
[2022-03-28 17:10:20 main:574] : INFO : Epoch 2033 | loss: 0.0310519 | val_loss: 0.0310882 | Time: 6236.46 ms
[2022-03-28 17:10:26 main:574] : INFO : Epoch 2034 | loss: 0.0310508 | val_loss: 0.0310922 | Time: 6229.45 ms
[2022-03-28 17:10:33 main:574] : INFO : Epoch 2035 | loss: 0.0310459 | val_loss: 0.0311014 | Time: 6233.2 ms
[2022-03-28 17:10:39 main:574] : INFO : Epoch 2036 | loss: 0.0310455 | val_loss: 0.0311065 | Time: 6227.81 ms
[2022-03-28 17:10:45 main:574] : INFO : Epoch 2037 | loss: 0.0310471 | val_loss: 0.0310972 | Time: 6220.77 ms
[2022-03-28 17:10:51 main:574] : INFO : Epoch 2038 | loss: 0.0310545 | val_loss: 0.0311078 | Time: 6213.47 ms
[2022-03-28 17:10:57 main:574] : INFO : Epoch 2039 | loss: 0.0310525 | val_loss: 0.0310923 | Time: 6213.15 ms
[2022-03-28 17:11:04 main:574] : INFO : Epoch 2040 | loss: 0.0310523 | val_loss: 0.0310957 | Time: 6264.87 ms
[2022-03-28 17:11:10 main:574] : INFO : Epoch 2041 | loss: 0.0310499 | val_loss: 0.0310989 | Time: 6244.82 ms
[2022-03-28 17:11:16 main:574] : INFO : Epoch 2042 | loss: 0.0310488 | val_loss: 0.0310975 | Time: 6227.79 ms
[2022-03-28 17:11:22 main:574] : INFO : Epoch 2043 | loss: 0.031046 | val_loss: 0.0310989 | Time: 6266.58 ms
[2022-03-28 17:11:29 main:574] : INFO : Epoch 2044 | loss: 0.0310446 | val_loss: 0.0310975 | Time: 6248.04 ms
[2022-03-28 17:11:35 main:574] : INFO : Epoch 2045 | loss: 0.0310488 | val_loss: 0.0311005 | Time: 6263.75 ms
[2022-03-28 17:11:41 main:574] : INFO : Epoch 2046 | loss: 0.0310423 | val_loss: 0.0310892 | Time: 6257.7 ms
[2022-03-28 17:11:47 main:574] : INFO : Epoch 2047 | loss: 0.0310415 | val_loss: 0.0311168 | Time: 6206.49 ms
[2022-03-28 17:11:54 main:574] : INFO : Epoch 2048 | loss: 0.0310494 | val_loss: 0.0310926 | Time: 6211.74 ms
[2022-03-28 17:11:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310926
[2022-03-28 17:11:54 main:603] : INFO : Saving end state to config to file
[2022-03-28 17:11:54 main:608] : INFO : Success, exiting..
17:11:54 (9300): 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)