Task 5653129
| Name | ParityMachine-1624824132-32269-2_0 |
| Workunit | 3493065 |
| Created | 5 Jul 2021, 23:40:13 UTC |
| Sent | 12 Jul 2021, 4:20:22 UTC |
| Report deadline | 19 Jul 2021, 4:20:22 UTC |
| Received | 12 Jul 2021, 16:19:17 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 5 hours 0 min 50 sec |
| CPU time | 5 hours 0 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,488.69 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311295 | val_loss: 0.0311508 | Time: 8775.62 ms
[2021-07-12 17:04:40 main:574] : INFO : Epoch 1543 | loss: 0.0311267 | val_loss: 0.0311509 | Time: 8837.7 ms
[2021-07-12 17:04:49 main:574] : INFO : Epoch 1544 | loss: 0.0311263 | val_loss: 0.031157 | Time: 8882.86 ms
[2021-07-12 17:04:58 main:574] : INFO : Epoch 1545 | loss: 0.0311254 | val_loss: 0.0311508 | Time: 8860.69 ms
[2021-07-12 17:05:07 main:574] : INFO : Epoch 1546 | loss: 0.0311265 | val_loss: 0.0311626 | Time: 8893.66 ms
[2021-07-12 17:05:15 main:574] : INFO : Epoch 1547 | loss: 0.0311251 | val_loss: 0.0311504 | Time: 8881.32 ms
[2021-07-12 17:05:24 main:574] : INFO : Epoch 1548 | loss: 0.0311225 | val_loss: 0.0311521 | Time: 8906.45 ms
[2021-07-12 17:05:33 main:574] : INFO : Epoch 1549 | loss: 0.0311218 | val_loss: 0.0311516 | Time: 8827.21 ms
[2021-07-12 17:05:42 main:574] : INFO : Epoch 1550 | loss: 0.0311228 | val_loss: 0.031151 | Time: 8885.53 ms
[2021-07-12 17:05:51 main:574] : INFO : Epoch 1551 | loss: 0.0311232 | val_loss: 0.0311535 | Time: 8906.72 ms
[2021-07-12 17:06:00 main:574] : INFO : Epoch 1552 | loss: 0.0311223 | val_loss: 0.0311515 | Time: 8855.26 ms
[2021-07-12 17:06:09 main:574] : INFO : Epoch 1553 | loss: 0.0311238 | val_loss: 0.0311532 | Time: 8869.49 ms
[2021-07-12 17:06:18 main:574] : INFO : Epoch 1554 | loss: 0.0311285 | val_loss: 0.0311453 | Time: 8866.91 ms
[2021-07-12 17:06:26 main:574] : INFO : Epoch 1555 | loss: 0.0311296 | val_loss: 0.0311505 | Time: 8856.27 ms
[2021-07-12 17:06:35 main:574] : INFO : Epoch 1556 | loss: 0.0311287 | val_loss: 0.0311475 | Time: 8849.07 ms
[2021-07-12 17:06:44 main:574] : INFO : Epoch 1557 | loss: 0.0311255 | val_loss: 0.0311445 | Time: 8898.12 ms
[2021-07-12 17:06:53 main:574] : INFO : Epoch 1558 | loss: 0.0311242 | val_loss: 0.031143 | Time: 8919.5 ms
[2021-07-12 17:07:02 main:574] : INFO : Epoch 1559 | loss: 0.0311233 | val_loss: 0.0311439 | Time: 8888.57 ms
[2021-07-12 17:07:11 main:574] : INFO : Epoch 1560 | loss: 0.0311256 | val_loss: 0.0311425 | Time: 8927.39 ms
[2021-07-12 17:07:20 main:574] : INFO : Epoch 1561 | loss: 0.0311276 | val_loss: 0.0311449 | Time: 8896.63 ms
[2021-07-12 17:07:29 main:574] : INFO : Epoch 1562 | loss: 0.0311252 | val_loss: 0.031144 | Time: 8904.11 ms
[2021-07-12 17:07:38 main:574] : INFO : Epoch 1563 | loss: 0.0311225 | val_loss: 0.0311427 | Time: 8856.98 ms
[2021-07-12 17:07:47 main:574] : INFO : Epoch 1564 | loss: 0.0311213 | val_loss: 0.0311437 | Time: 8930.61 ms
[2021-07-12 17:07:56 main:574] : INFO : Epoch 1565 | loss: 0.031119 | val_loss: 0.0311435 | Time: 8894.27 ms
[2021-07-12 17:08:04 main:574] : INFO : Epoch 1566 | loss: 0.0311209 | val_loss: 0.0311455 | Time: 8881.83 ms
[2021-07-12 17:08:13 main:574] : INFO : Epoch 1567 | loss: 0.0311209 | val_loss: 0.0311423 | Time: 8923.94 ms
[2021-07-12 17:08:22 main:574] : INFO : Epoch 1568 | loss: 0.0311194 | val_loss: 0.0311429 | Time: 8889.42 ms
[2021-07-12 17:08:31 main:574] : INFO : Epoch 1569 | loss: 0.0311196 | val_loss: 0.031148 | Time: 8914.98 ms
[2021-07-12 17:08:40 main:574] : INFO : Epoch 1570 | loss: 0.0311215 | val_loss: 0.0311423 | Time: 8857.09 ms
[2021-07-12 17:08:49 main:574] : INFO : Epoch 1571 | loss: 0.0311166 | val_loss: 0.0311422 | Time: 8857.31 ms
[2021-07-12 17:08:58 main:574] : INFO : Epoch 1572 | loss: 0.0311144 | val_loss: 0.0311435 | Time: 8903.57 ms
[2021-07-12 17:09:07 main:574] : INFO : Epoch 1573 | loss: 0.0311148 | val_loss: 0.0311441 | Time: 8886.91 ms
[2021-07-12 17:09:16 main:574] : INFO : Epoch 1574 | loss: 0.0311166 | val_loss: 0.0311462 | Time: 8879.46 ms
[2021-07-12 17:09:25 main:574] : INFO : Epoch 1575 | loss: 0.0311274 | val_loss: 0.0311435 | Time: 8906.25 ms
[2021-07-12 17:09:33 main:574] : INFO : Epoch 1576 | loss: 0.0311253 | val_loss: 0.031144 | Time: 8923.5 ms
[2021-07-12 17:09:42 main:574] : INFO : Epoch 1577 | loss: 0.0311223 | val_loss: 0.0311415 | Time: 8868.27 ms
[2021-07-12 17:09:51 main:574] : INFO : Epoch 1578 | loss: 0.031122 | val_loss: 0.0311413 | Time: 8879.45 ms
[2021-07-12 17:10:00 main:574] : INFO : Epoch 1579 | loss: 0.0311208 | val_loss: 0.0311397 | Time: 8919.12 ms
[2021-07-12 17:10:09 main:574] : INFO : Epoch 1580 | loss: 0.0311194 | val_loss: 0.03114 | Time: 8913.76 ms
[2021-07-12 17:10:18 main:574] : INFO : Epoch 1581 | loss: 0.0311189 | val_loss: 0.0311427 | Time: 8899.98 ms
[2021-07-12 17:10:27 main:574] : INFO : Epoch 1582 | loss: 0.0311193 | val_loss: 0.031146 | Time: 8888.15 ms
[2021-07-12 17:10:36 main:574] : INFO : Epoch 1583 | loss: 0.0311174 | val_loss: 0.0311468 | Time: 8873.41 ms
[2021-07-12 17:10:45 main:574] : INFO : Epoch 1584 | loss: 0.0311162 | val_loss: 0.0311437 | Time: 8874.38 ms
[2021-07-12 17:10:54 main:574] : INFO : Epoch 1585 | loss: 0.0311155 | val_loss: 0.0311463 | Time: 8873.87 ms
[2021-07-12 17:11:03 main:574] : INFO : Epoch 1586 | loss: 0.0311142 | val_loss: 0.0311417 | Time: 8919.27 ms
[2021-07-12 17:11:11 main:574] : INFO : Epoch 1587 | loss: 0.0311124 | val_loss: 0.0311424 | Time: 8893.11 ms
[2021-07-12 17:11:20 main:574] : INFO : Epoch 1588 | loss: 0.031112 | val_loss: 0.0311409 | Time: 8835.26 ms
[2021-07-12 17:11:29 main:574] : INFO : Epoch 1589 | loss: 0.0311129 | val_loss: 0.0311415 | Time: 8928.76 ms
[2021-07-12 17:11:38 main:574] : INFO : Epoch 1590 | loss: 0.0311129 | val_loss: 0.0311433 | Time: 8871.67 ms
[2021-07-12 17:11:47 main:574] : INFO : Epoch 1591 | loss: 0.0311139 | val_loss: 0.03114 | Time: 8851.52 ms
[2021-07-12 17:11:56 main:574] : INFO : Epoch 1592 | loss: 0.0311143 | val_loss: 0.031146 | Time: 8872.78 ms
[2021-07-12 17:12:05 main:574] : INFO : Epoch 1593 | loss: 0.0311173 | val_loss: 0.0311387 | Time: 8856.04 ms
[2021-07-12 17:12:14 main:574] : INFO : Epoch 1594 | loss: 0.0311182 | val_loss: 0.0311411 | Time: 8869.87 ms
[2021-07-12 17:12:22 main:574] : INFO : Epoch 1595 | loss: 0.0311148 | val_loss: 0.0311402 | Time: 8881.58 ms
[2021-07-12 17:12:31 main:574] : INFO : Epoch 1596 | loss: 0.0311126 | val_loss: 0.0311401 | Time: 8892.42 ms
[2021-07-12 17:12:40 main:574] : INFO : Epoch 1597 | loss: 0.031112 | val_loss: 0.0311416 | Time: 8877.29 ms
[2021-07-12 17:12:49 main:574] : INFO : Epoch 1598 | loss: 0.0311117 | val_loss: 0.0311448 | Time: 8856.76 ms
[2021-07-12 17:12:58 main:574] : INFO : Epoch 1599 | loss: 0.031114 | val_loss: 0.0311487 | Time: 8862.12 ms
[2021-07-12 17:13:07 main:574] : INFO : Epoch 1600 | loss: 0.0311136 | val_loss: 0.031143 | Time: 8861.41 ms
[2021-07-12 17:13:16 main:574] : INFO : Epoch 1601 | loss: 0.0311158 | val_loss: 0.0311433 | Time: 8898.31 ms
[2021-07-12 17:13:25 main:574] : INFO : Epoch 1602 | loss: 0.0311145 | val_loss: 0.0311441 | Time: 8872.85 ms
[2021-07-12 17:13:34 main:574] : INFO : Epoch 1603 | loss: 0.031113 | val_loss: 0.0311463 | Time: 8871.3 ms
[2021-07-12 17:13:42 main:574] : INFO : Epoch 1604 | loss: 0.0311118 | val_loss: 0.0311432 | Time: 8864.74 ms
[2021-07-12 17:13:51 main:574] : INFO : Epoch 1605 | loss: 0.0311114 | val_loss: 0.0311409 | Time: 8882.77 ms
[2021-07-12 17:14:00 main:574] : INFO : Epoch 1606 | loss: 0.0311123 | val_loss: 0.0311438 | Time: 8877.17 ms
[2021-07-12 17:14:09 main:574] : INFO : Epoch 1607 | loss: 0.031115 | val_loss: 0.0311453 | Time: 8888.02 ms
[2021-07-12 17:14:18 main:574] : INFO : Epoch 1608 | loss: 0.031113 | val_loss: 0.0311434 | Time: 8809.52 ms
[2021-07-12 17:14:27 main:574] : INFO : Epoch 1609 | loss: 0.0311156 | val_loss: 0.0311435 | Time: 8816.36 ms
[2021-07-12 17:14:36 main:574] : INFO : Epoch 1610 | loss: 0.0311154 | val_loss: 0.0311442 | Time: 8817.5 ms
[2021-07-12 17:14:44 main:574] : INFO : Epoch 1611 | loss: 0.0311162 | val_loss: 0.0311461 | Time: 8838.83 ms
[2021-07-12 17:14:53 main:574] : INFO : Epoch 1612 | loss: 0.0311148 | val_loss: 0.031143 | Time: 8845.92 ms
[2021-07-12 17:15:02 main:574] : INFO : Epoch 1613 | loss: 0.0311119 | val_loss: 0.031143 | Time: 8863.51 ms
[2021-07-12 17:15:11 main:574] : INFO : Epoch 1614 | loss: 0.0311142 | val_loss: 0.0311448 | Time: 8905.21 ms
[2021-07-12 17:15:20 main:574] : INFO : Epoch 1615 | loss: 0.0311118 | val_loss: 0.0311463 | Time: 8888.12 ms
[2021-07-12 17:15:29 main:574] : INFO : Epoch 1616 | loss: 0.0311095 | val_loss: 0.031147 | Time: 8844.77 ms
[2021-07-12 17:15:38 main:574] : INFO : Epoch 1617 | loss: 0.0311179 | val_loss: 0.0311443 | Time: 8928.11 ms
[2021-07-12 17:15:47 main:574] : INFO : Epoch 1618 | loss: 0.0311162 | val_loss: 0.0311461 | Time: 8852.34 ms
[2021-07-12 17:15:56 main:574] : INFO : Epoch 1619 | loss: 0.0311138 | val_loss: 0.0311447 | Time: 8855.72 ms
[2021-07-12 17:16:04 main:574] : INFO : Epoch 1620 | loss: 0.0311095 | val_loss: 0.0311425 | Time: 8922.43 ms
[2021-07-12 17:16:13 main:574] : INFO : Epoch 1621 | loss: 0.0311083 | val_loss: 0.0311459 | Time: 8874.45 ms
[2021-07-12 17:16:22 main:574] : INFO : Epoch 1622 | loss: 0.0311067 | val_loss: 0.0311498 | Time: 8905.53 ms
[2021-07-12 17:16:31 main:574] : INFO : Epoch 1623 | loss: 0.031112 | val_loss: 0.0311415 | Time: 8897.17 ms
[2021-07-12 17:16:40 main:574] : INFO : Epoch 1624 | loss: 0.0311127 | val_loss: 0.0311397 | Time: 8868.84 ms
[2021-07-12 17:16:49 main:574] : INFO : Epoch 1625 | loss: 0.0311122 | val_loss: 0.0311395 | Time: 8911.57 ms
[2021-07-12 17:16:58 main:574] : INFO : Epoch 1626 | loss: 0.031115 | val_loss: 0.031141 | Time: 8830.88 ms
[2021-07-12 17:17:07 main:574] : INFO : Epoch 1627 | loss: 0.0311211 | val_loss: 0.0311493 | Time: 8902.8 ms
[2021-07-12 17:17:16 main:574] : INFO : Epoch 1628 | loss: 0.0311199 | val_loss: 0.0311509 | Time: 8880 ms
[2021-07-12 17:17:25 main:574] : INFO : Epoch 1629 | loss: 0.0311213 | val_loss: 0.031145 | Time: 8920.74 ms
[2021-07-12 17:17:33 main:574] : INFO : Epoch 1630 | loss: 0.0311181 | val_loss: 0.0311528 | Time: 8901.81 ms
[2021-07-12 17:17:42 main:574] : INFO : Epoch 1631 | loss: 0.0311176 | val_loss: 0.0311427 | Time: 8875.91 ms
[2021-07-12 17:17:51 main:574] : INFO : Epoch 1632 | loss: 0.0311162 | val_loss: 0.0311419 | Time: 8852.35 ms
[2021-07-12 17:18:00 main:574] : INFO : Epoch 1633 | loss: 0.031115 | val_loss: 0.0311399 | Time: 8821.88 ms
[2021-07-12 17:18:09 main:574] : INFO : Epoch 1634 | loss: 0.0311182 | val_loss: 0.0311382 | Time: 8901.97 ms
[2021-07-12 17:18:18 main:574] : INFO : Epoch 1635 | loss: 0.0311166 | val_loss: 0.0311427 | Time: 8873.29 ms
[2021-07-12 17:18:27 main:574] : INFO : Epoch 1636 | loss: 0.0311196 | val_loss: 0.0311462 | Time: 8912.34 ms
[2021-07-12 17:18:36 main:574] : INFO : Epoch 1637 | loss: 0.0311174 | val_loss: 0.0311438 | Time: 8889.22 ms
[2021-07-12 17:18:45 main:574] : INFO : Epoch 1638 | loss: 0.0311196 | val_loss: 0.0311451 | Time: 8897.76 ms
[2021-07-12 17:18:53 main:574] : INFO : Epoch 1639 | loss: 0.0311151 | val_loss: 0.0311431 | Time: 8884.09 ms
[2021-07-12 17:19:02 main:574] : INFO : Epoch 1640 | loss: 0.0311145 | val_loss: 0.0311467 | Time: 8858.44 ms
[2021-07-12 17:19:11 main:574] : INFO : Epoch 1641 | loss: 0.0311134 | val_loss: 0.0311444 | Time: 8914.99 ms
[2021-07-12 17:19:20 main:574] : INFO : Epoch 1642 | loss: 0.0311152 | val_loss: 0.031144 | Time: 8895.78 ms
[2021-07-12 17:19:29 main:574] : INFO : Epoch 1643 | loss: 0.0311156 | val_loss: 0.0311455 | Time: 8876.99 ms
[2021-07-12 17:19:38 main:574] : INFO : Epoch 1644 | loss: 0.0311162 | val_loss: 0.0311406 | Time: 8860.71 ms
[2021-07-12 17:19:47 main:574] : INFO : Epoch 1645 | loss: 0.0311131 | val_loss: 0.0311418 | Time: 8893.55 ms
[2021-07-12 17:19:56 main:574] : INFO : Epoch 1646 | loss: 0.0311117 | val_loss: 0.0311417 | Time: 8903.05 ms
[2021-07-12 17:20:05 main:574] : INFO : Epoch 1647 | loss: 0.0311176 | val_loss: 0.0311596 | Time: 8768.89 ms
[2021-07-12 17:20:13 main:574] : INFO : Epoch 1648 | loss: 0.0311664 | val_loss: 0.0339112 | Time: 8895.9 ms
[2021-07-12 17:20:22 main:574] : INFO : Epoch 1649 | loss: 0.0389832 | val_loss: 0.0369172 | Time: 8813.88 ms
[2021-07-12 17:20:31 main:574] : INFO : Epoch 1650 | loss: 0.0352478 | val_loss: 0.0325389 | Time: 8855.99 ms
[2021-07-12 17:20:40 main:574] : INFO : Epoch 1651 | loss: 0.0315988 | val_loss: 0.0313334 | Time: 8887.57 ms
[2021-07-12 17:20:49 main:574] : INFO : Epoch 1652 | loss: 0.0313019 | val_loss: 0.0312645 | Time: 8889 ms
[2021-07-12 17:20:58 main:574] : INFO : Epoch 1653 | loss: 0.031254 | val_loss: 0.0312496 | Time: 8893.75 ms
[2021-07-12 17:21:07 main:574] : INFO : Epoch 1654 | loss: 0.0312466 | val_loss: 0.0312471 | Time: 8853.33 ms
[2021-07-12 17:21:16 main:574] : INFO : Epoch 1655 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 8910.99 ms
[2021-07-12 17:21:25 main:574] : INFO : Epoch 1656 | loss: 0.0312414 | val_loss: 0.0312417 | Time: 8911.71 ms
[2021-07-12 17:21:33 main:574] : INFO : Epoch 1657 | loss: 0.0312386 | val_loss: 0.0312388 | Time: 8888.68 ms
[2021-07-12 17:21:42 main:574] : INFO : Epoch 1658 | loss: 0.0312352 | val_loss: 0.0312352 | Time: 8936.99 ms
[2021-07-12 17:21:51 main:574] : INFO : Epoch 1659 | loss: 0.0312309 | val_loss: 0.0312306 | Time: 8887.13 ms
[2021-07-12 17:22:00 main:574] : INFO : Epoch 1660 | loss: 0.0312255 | val_loss: 0.0312266 | Time: 8911.36 ms
[2021-07-12 17:22:09 main:574] : INFO : Epoch 1661 | loss: 0.0312192 | val_loss: 0.0312187 | Time: 8866.27 ms
[2021-07-12 17:22:18 main:574] : INFO : Epoch 1662 | loss: 0.0312116 | val_loss: 0.0312118 | Time: 8893.54 ms
[2021-07-12 17:22:27 main:574] : INFO : Epoch 1663 | loss: 0.0312049 | val_loss: 0.0312057 | Time: 8928.49 ms
[2021-07-12 17:22:36 main:574] : INFO : Epoch 1664 | loss: 0.0311991 | val_loss: 0.0311999 | Time: 8878.49 ms
[2021-07-12 17:22:45 main:574] : INFO : Epoch 1665 | loss: 0.0311937 | val_loss: 0.0311983 | Time: 8921.41 ms
[2021-07-12 17:22:54 main:574] : INFO : Epoch 1666 | loss: 0.0311902 | val_loss: 0.0311927 | Time: 8921.66 ms
[2021-07-12 17:23:03 main:574] : INFO : Epoch 1667 | loss: 0.0311917 | val_loss: 0.0311926 | Time: 8895.53 ms
[2021-07-12 17:23:11 main:574] : INFO : Epoch 1668 | loss: 0.0311871 | val_loss: 0.0311912 | Time: 8845.78 ms
[2021-07-12 17:23:20 main:574] : INFO : Epoch 1669 | loss: 0.0311887 | val_loss: 0.031187 | Time: 8908.96 ms
[2021-07-12 17:23:29 main:574] : INFO : Epoch 1670 | loss: 0.0311854 | val_loss: 0.031188 | Time: 8938.85 ms
[2021-07-12 17:23:38 main:574] : INFO : Epoch 1671 | loss: 0.0311894 | val_loss: 0.0311918 | Time: 8898.94 ms
[2021-07-12 17:23:47 main:574] : INFO : Epoch 1672 | loss: 0.031184 | val_loss: 0.0311828 | Time: 8860.36 ms
[2021-07-12 17:23:56 main:574] : INFO : Epoch 1673 | loss: 0.0311799 | val_loss: 0.0311804 | Time: 8917.07 ms
[2021-07-12 17:24:05 main:574] : INFO : Epoch 1674 | loss: 0.0311801 | val_loss: 0.0311817 | Time: 8939.45 ms
[2021-07-12 17:24:14 main:574] : INFO : Epoch 1675 | loss: 0.0311786 | val_loss: 0.0311802 | Time: 8871.93 ms
[2021-07-12 17:24:23 main:574] : INFO : Epoch 1676 | loss: 0.0311758 | val_loss: 0.0311798 | Time: 8927.67 ms
[2021-07-12 17:24:32 main:574] : INFO : Epoch 1677 | loss: 0.031174 | val_loss: 0.0311799 | Time: 8925.98 ms
[2021-07-12 17:24:41 main:574] : INFO : Epoch 1678 | loss: 0.0311731 | val_loss: 0.0311783 | Time: 8907.09 ms
[2021-07-12 17:24:50 main:574] : INFO : Epoch 1679 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 8932.03 ms
[2021-07-12 17:24:59 main:574] : INFO : Epoch 1680 | loss: 0.0311722 | val_loss: 0.0311816 | Time: 8875.75 ms
[2021-07-12 17:25:07 main:574] : INFO : Epoch 1681 | loss: 0.0311735 | val_loss: 0.0311805 | Time: 8888.22 ms
[2021-07-12 17:25:16 main:574] : INFO : Epoch 1682 | loss: 0.0311714 | val_loss: 0.0311773 | Time: 8827.11 ms
[2021-07-12 17:25:25 main:574] : INFO : Epoch 1683 | loss: 0.0311705 | val_loss: 0.0311801 | Time: 8876.18 ms
[2021-07-12 17:25:34 main:574] : INFO : Epoch 1684 | loss: 0.0311699 | val_loss: 0.0311768 | Time: 8825.08 ms
[2021-07-12 17:25:43 main:574] : INFO : Epoch 1685 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 8848.39 ms
[2021-07-12 17:25:52 main:574] : INFO : Epoch 1686 | loss: 0.0311695 | val_loss: 0.0311807 | Time: 8785.14 ms
[2021-07-12 17:26:01 main:574] : INFO : Epoch 1687 | loss: 0.0311695 | val_loss: 0.0311768 | Time: 8902.84 ms
[2021-07-12 17:26:09 main:574] : INFO : Epoch 1688 | loss: 0.0311683 | val_loss: 0.0311781 | Time: 8865.96 ms
[2021-07-12 17:26:18 main:574] : INFO : Epoch 1689 | loss: 0.0311684 | val_loss: 0.0311765 | Time: 8804.79 ms
[2021-07-12 17:26:27 main:574] : INFO : Epoch 1690 | loss: 0.0311691 | val_loss: 0.0311757 | Time: 8859.63 ms
[2021-07-12 17:26:36 main:574] : INFO : Epoch 1691 | loss: 0.0311686 | val_loss: 0.0311782 | Time: 8844.14 ms
[2021-07-12 17:26:45 main:574] : INFO : Epoch 1692 | loss: 0.03117 | val_loss: 0.0311769 | Time: 8874.33 ms
[2021-07-12 17:26:54 main:574] : INFO : Epoch 1693 | loss: 0.0311695 | val_loss: 0.0311756 | Time: 8880.69 ms
[2021-07-12 17:27:03 main:574] : INFO : Epoch 1694 | loss: 0.0311697 | val_loss: 0.0311775 | Time: 8871.2 ms
[2021-07-12 17:27:12 main:574] : INFO : Epoch 1695 | loss: 0.0311675 | val_loss: 0.0311752 | Time: 8895.75 ms
[2021-07-12 17:27:20 main:574] : INFO : Epoch 1696 | loss: 0.0311689 | val_loss: 0.0311755 | Time: 8806.98 ms
[2021-07-12 17:27:29 main:574] : INFO : Epoch 1697 | loss: 0.0311677 | val_loss: 0.0311747 | Time: 8849.39 ms
[2021-07-12 17:27:38 main:574] : INFO : Epoch 1698 | loss: 0.0311696 | val_loss: 0.031175 | Time: 8834.57 ms
[2021-07-12 17:27:47 main:574] : INFO : Epoch 1699 | loss: 0.0311668 | val_loss: 0.0311749 | Time: 8855.33 ms
[2021-07-12 17:27:56 main:574] : INFO : Epoch 1700 | loss: 0.0311676 | val_loss: 0.0311751 | Time: 8886.21 ms
[2021-07-12 17:28:05 main:574] : INFO : Epoch 1701 | loss: 0.0311661 | val_loss: 0.0311786 | Time: 8872.99 ms
[2021-07-12 17:28:14 main:574] : INFO : Epoch 1702 | loss: 0.0311671 | val_loss: 0.0311754 | Time: 8892.22 ms
[2021-07-12 17:28:23 main:574] : INFO : Epoch 1703 | loss: 0.0311661 | val_loss: 0.0311765 | Time: 8884.97 ms
[2021-07-12 17:28:31 main:574] : INFO : Epoch 1704 | loss: 0.0311665 | val_loss: 0.0311832 | Time: 8892.76 ms
[2021-07-12 17:28:40 main:574] : INFO : Epoch 1705 | loss: 0.0311723 | val_loss: 0.031174 | Time: 8912.58 ms
[2021-07-12 17:28:49 main:574] : INFO : Epoch 1706 | loss: 0.0311682 | val_loss: 0.0311765 | Time: 8919.4 ms
[2021-07-12 17:28:58 main:574] : INFO : Epoch 1707 | loss: 0.0311661 | val_loss: 0.0311749 | Time: 8869.56 ms
[2021-07-12 17:29:07 main:574] : INFO : Epoch 1708 | loss: 0.0311657 | val_loss: 0.0311739 | Time: 8894.08 ms
[2021-07-12 17:29:16 main:574] : INFO : Epoch 1709 | loss: 0.0311648 | val_loss: 0.0311755 | Time: 8883.8 ms
[2021-07-12 17:29:25 main:574] : INFO : Epoch 1710 | loss: 0.031168 | val_loss: 0.0311744 | Time: 8877.73 ms
[2021-07-12 17:29:34 main:574] : INFO : Epoch 1711 | loss: 0.0311726 | val_loss: 0.031175 | Time: 8922.94 ms
[2021-07-12 17:29:43 main:574] : INFO : Epoch 1712 | loss: 0.0311788 | val_loss: 0.031182 | Time: 8901.77 ms
[2021-07-12 17:29:52 main:574] : INFO : Epoch 1713 | loss: 0.0311806 | val_loss: 0.0311845 | Time: 8946.49 ms
[2021-07-12 17:30:01 main:574] : INFO : Epoch 1714 | loss: 0.03118 | val_loss: 0.0311824 | Time: 8894.02 ms
[2021-07-12 17:30:10 main:574] : INFO : Epoch 1715 | loss: 0.0311788 | val_loss: 0.0311815 | Time: 8882.1 ms
[2021-07-12 17:30:18 main:574] : INFO : Epoch 1716 | loss: 0.0311773 | val_loss: 0.0311811 | Time: 8905.18 ms
[2021-07-12 17:30:27 main:574] : INFO : Epoch 1717 | loss: 0.0311773 | val_loss: 0.0311796 | Time: 8906.46 ms
[2021-07-12 17:30:36 main:574] : INFO : Epoch 1718 | loss: 0.031176 | val_loss: 0.03118 | Time: 8900.69 ms
[2021-07-12 17:30:45 main:574] : INFO : Epoch 1719 | loss: 0.0311753 | val_loss: 0.0311789 | Time: 8917.24 ms
[2021-07-12 17:30:54 main:574] : INFO : Epoch 1720 | loss: 0.0311741 | val_loss: 0.031178 | Time: 8889.22 ms
[2021-07-12 17:31:03 main:574] : INFO : Epoch 1721 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 8875.63 ms
[2021-07-12 17:31:12 main:574] : INFO : Epoch 1722 | loss: 0.0311722 | val_loss: 0.0311772 | Time: 8906.95 ms
[2021-07-12 17:31:21 main:574] : INFO : Epoch 1723 | loss: 0.0311719 | val_loss: 0.0311798 | Time: 8853.48 ms
[2021-07-12 17:31:30 main:574] : INFO : Epoch 1724 | loss: 0.0311712 | val_loss: 0.0311791 | Time: 8790.58 ms
[2021-07-12 17:31:38 main:574] : INFO : Epoch 1725 | loss: 0.0311728 | val_loss: 0.0311805 | Time: 8834.51 ms
[2021-07-12 17:31:47 main:574] : INFO : Epoch 1726 | loss: 0.0311719 | val_loss: 0.0311766 | Time: 8864.51 ms
[2021-07-12 17:31:56 main:574] : INFO : Epoch 1727 | loss: 0.0311707 | val_loss: 0.0311781 | Time: 8865.21 ms
[2021-07-12 17:32:05 main:574] : INFO : Epoch 1728 | loss: 0.0311704 | val_loss: 0.0311742 | Time: 8821.02 ms
[2021-07-12 17:32:14 main:574] : INFO : Epoch 1729 | loss: 0.03117 | val_loss: 0.0311739 | Time: 8834.14 ms
[2021-07-12 17:32:23 main:574] : INFO : Epoch 1730 | loss: 0.031169 | val_loss: 0.0311745 | Time: 8844.95 ms
[2021-07-12 17:32:32 main:574] : INFO : Epoch 1731 | loss: 0.0311685 | val_loss: 0.0311727 | Time: 8826.55 ms
[2021-07-12 17:32:40 main:574] : INFO : Epoch 1732 | loss: 0.0311678 | val_loss: 0.0311736 | Time: 8822.39 ms
[2021-07-12 17:32:49 main:574] : INFO : Epoch 1733 | loss: 0.0311672 | val_loss: 0.0311745 | Time: 8874.72 ms
[2021-07-12 17:32:58 main:574] : INFO : Epoch 1734 | loss: 0.0311669 | val_loss: 0.0311737 | Time: 8890.07 ms
[2021-07-12 17:33:07 main:574] : INFO : Epoch 1735 | loss: 0.0311666 | val_loss: 0.0311722 | Time: 8812.26 ms
[2021-07-12 17:33:16 main:574] : INFO : Epoch 1736 | loss: 0.0311682 | val_loss: 0.0311731 | Time: 8819.63 ms
[2021-07-12 17:33:25 main:574] : INFO : Epoch 1737 | loss: 0.0311692 | val_loss: 0.0311756 | Time: 8832.06 ms
[2021-07-12 17:33:34 main:574] : INFO : Epoch 1738 | loss: 0.0311662 | val_loss: 0.0311719 | Time: 8838.05 ms
[2021-07-12 17:33:42 main:574] : INFO : Epoch 1739 | loss: 0.0311664 | val_loss: 0.0311718 | Time: 8892.54 ms
[2021-07-12 17:33:51 main:574] : INFO : Epoch 1740 | loss: 0.0311651 | val_loss: 0.0311721 | Time: 8882.96 ms
[2021-07-12 17:34:00 main:574] : INFO : Epoch 1741 | loss: 0.0311661 | val_loss: 0.0311716 | Time: 8912.35 ms
[2021-07-12 17:34:09 main:574] : INFO : Epoch 1742 | loss: 0.0311663 | val_loss: 0.0311712 | Time: 8888.86 ms
[2021-07-12 17:34:18 main:574] : INFO : Epoch 1743 | loss: 0.0311703 | val_loss: 0.0311858 | Time: 8924.69 ms
[2021-07-12 17:34:27 main:574] : INFO : Epoch 1744 | loss: 0.0311686 | val_loss: 0.0311718 | Time: 8888.56 ms
[2021-07-12 17:34:36 main:574] : INFO : Epoch 1745 | loss: 0.0311667 | val_loss: 0.0311722 | Time: 8901.28 ms
[2021-07-12 17:34:45 main:574] : INFO : Epoch 1746 | loss: 0.0311658 | val_loss: 0.031172 | Time: 8910.92 ms
[2021-07-12 17:34:54 main:574] : INFO : Epoch 1747 | loss: 0.0311667 | val_loss: 0.0311718 | Time: 8897.89 ms
[2021-07-12 17:35:03 main:574] : INFO : Epoch 1748 | loss: 0.0311669 | val_loss: 0.0311726 | Time: 8923.05 ms
[2021-07-12 17:35:12 main:574] : INFO : Epoch 1749 | loss: 0.0311649 | val_loss: 0.0311704 | Time: 8932.62 ms
[2021-07-12 17:35:21 main:574] : INFO : Epoch 1750 | loss: 0.0311642 | val_loss: 0.0311712 | Time: 8913.44 ms
[2021-07-12 17:35:30 main:574] : INFO : Epoch 1751 | loss: 0.0311643 | val_loss: 0.0311725 | Time: 8937.75 ms
[2021-07-12 17:35:38 main:574] : INFO : Epoch 1752 | loss: 0.0311664 | val_loss: 0.0311746 | Time: 8891.35 ms
[2021-07-12 17:35:47 main:574] : INFO : Epoch 1753 | loss: 0.0311652 | val_loss: 0.0311705 | Time: 8916.33 ms
[2021-07-12 17:35:56 main:574] : INFO : Epoch 1754 | loss: 0.0311634 | val_loss: 0.0311699 | Time: 8980.09 ms
[2021-07-12 17:36:05 main:574] : INFO : Epoch 1755 | loss: 0.0311626 | val_loss: 0.0311699 | Time: 8935.34 ms
[2021-07-12 17:36:14 main:574] : INFO : Epoch 1756 | loss: 0.0311631 | val_loss: 0.03117 | Time: 8921.05 ms
[2021-07-12 17:36:23 main:574] : INFO : Epoch 1757 | loss: 0.0311627 | val_loss: 0.0311689 | Time: 8901.03 ms
[2021-07-12 17:36:32 main:574] : INFO : Epoch 1758 | loss: 0.0311629 | val_loss: 0.0311699 | Time: 8936.04 ms
[2021-07-12 17:36:41 main:574] : INFO : Epoch 1759 | loss: 0.0311625 | val_loss: 0.0311694 | Time: 8894.91 ms
[2021-07-12 17:36:50 main:574] : INFO : Epoch 1760 | loss: 0.0311619 | val_loss: 0.0311704 | Time: 8911.51 ms
[2021-07-12 17:36:59 main:574] : INFO : Epoch 1761 | loss: 0.0311641 | val_loss: 0.0311683 | Time: 8915.19 ms
[2021-07-12 17:37:08 main:574] : INFO : Epoch 1762 | loss: 0.0311621 | val_loss: 0.0311672 | Time: 8852.01 ms
[2021-07-12 17:37:17 main:574] : INFO : Epoch 1763 | loss: 0.0311629 | val_loss: 0.0311688 | Time: 8925.88 ms
[2021-07-12 17:37:26 main:574] : INFO : Epoch 1764 | loss: 0.0311633 | val_loss: 0.0311674 | Time: 8915.51 ms
[2021-07-12 17:37:35 main:574] : INFO : Epoch 1765 | loss: 0.0311632 | val_loss: 0.0311736 | Time: 8919.88 ms
[2021-07-12 17:37:43 main:574] : INFO : Epoch 1766 | loss: 0.0311637 | val_loss: 0.0311685 | Time: 8863.37 ms
[2021-07-12 17:37:52 main:574] : INFO : Epoch 1767 | loss: 0.0311614 | val_loss: 0.0311672 | Time: 8912.04 ms
[2021-07-12 17:38:01 main:574] : INFO : Epoch 1768 | loss: 0.0311607 | val_loss: 0.0311689 | Time: 8912.47 ms
[2021-07-12 17:38:10 main:574] : INFO : Epoch 1769 | loss: 0.0311626 | val_loss: 0.0311682 | Time: 8904.36 ms
[2021-07-12 17:38:19 main:574] : INFO : Epoch 1770 | loss: 0.0311623 | val_loss: 0.0311667 | Time: 8912.23 ms
[2021-07-12 17:38:28 main:574] : INFO : Epoch 1771 | loss: 0.0311634 | val_loss: 0.0311665 | Time: 8955.75 ms
[2021-07-12 17:38:37 main:574] : INFO : Epoch 1772 | loss: 0.031162 | val_loss: 0.0311664 | Time: 8884.5 ms
[2021-07-12 17:38:46 main:574] : INFO : Epoch 1773 | loss: 0.0311613 | val_loss: 0.0311657 | Time: 8896.46 ms
[2021-07-12 17:38:55 main:574] : INFO : Epoch 1774 | loss: 0.0311615 | val_loss: 0.0311629 | Time: 8929.41 ms
[2021-07-12 17:39:04 main:574] : INFO : Epoch 1775 | loss: 0.0311577 | val_loss: 0.031163 | Time: 8888.22 ms
[2021-07-12 17:39:13 main:574] : INFO : Epoch 1776 | loss: 0.0311581 | val_loss: 0.0311638 | Time: 8932.78 ms
[2021-07-12 17:39:22 main:574] : INFO : Epoch 1777 | loss: 0.031157 | val_loss: 0.0311698 | Time: 8920.64 ms
[2021-07-12 17:39:30 main:574] : INFO : Epoch 1778 | loss: 0.0311583 | val_loss: 0.0311608 | Time: 8922.06 ms
[2021-07-12 17:39:39 main:574] : INFO : Epoch 1779 | loss: 0.0311548 | val_loss: 0.03116 | Time: 8934.29 ms
[2021-07-12 17:39:48 main:574] : INFO : Epoch 1780 | loss: 0.0311547 | val_loss: 0.0311644 | Time: 8860.91 ms
[2021-07-12 17:39:57 main:574] : INFO : Epoch 1781 | loss: 0.0311542 | val_loss: 0.031159 | Time: 8899.8 ms
[2021-07-12 17:40:06 main:574] : INFO : Epoch 1782 | loss: 0.0311548 | val_loss: 0.0311584 | Time: 8899.62 ms
[2021-07-12 17:40:15 main:574] : INFO : Epoch 1783 | loss: 0.0311522 | val_loss: 0.0311588 | Time: 8915.87 ms
[2021-07-12 17:40:24 main:574] : INFO : Epoch 1784 | loss: 0.0311517 | val_loss: 0.0311581 | Time: 8940.45 ms
[2021-07-12 17:40:33 main:574] : INFO : Epoch 1785 | loss: 0.031151 | val_loss: 0.0311604 | Time: 8916.89 ms
[2021-07-12 17:40:42 main:574] : INFO : Epoch 1786 | loss: 0.0311519 | val_loss: 0.031159 | Time: 8904.95 ms
[2021-07-12 17:40:51 main:574] : INFO : Epoch 1787 | loss: 0.0311547 | val_loss: 0.0311616 | Time: 8862.62 ms
[2021-07-12 17:41:00 main:574] : INFO : Epoch 1788 | loss: 0.0311541 | val_loss: 0.0311568 | Time: 8936.82 ms
[2021-07-12 17:41:09 main:574] : INFO : Epoch 1789 | loss: 0.0311536 | val_loss: 0.0311672 | Time: 8940.4 ms
[2021-07-12 17:41:18 main:574] : INFO : Epoch 1790 | loss: 0.0311528 | val_loss: 0.0311597 | Time: 8923.28 ms
[2021-07-12 17:41:27 main:574] : INFO : Epoch 1791 | loss: 0.0311527 | val_loss: 0.0311569 | Time: 8933.51 ms
[2021-07-12 17:41:35 main:574] : INFO : Epoch 1792 | loss: 0.0311522 | val_loss: 0.0311585 | Time: 8926.79 ms
[2021-07-12 17:41:44 main:574] : INFO : Epoch 1793 | loss: 0.0311519 | val_loss: 0.0311593 | Time: 8946.68 ms
[2021-07-12 17:41:53 main:574] : INFO : Epoch 1794 | loss: 0.0311543 | val_loss: 0.0311599 | Time: 8886.19 ms
[2021-07-12 17:42:02 main:574] : INFO : Epoch 1795 | loss: 0.0311538 | val_loss: 0.0311631 | Time: 8928.47 ms
[2021-07-12 17:42:11 main:574] : INFO : Epoch 1796 | loss: 0.0311525 | val_loss: 0.03116 | Time: 8889.29 ms
[2021-07-12 17:42:20 main:574] : INFO : Epoch 1797 | loss: 0.0311524 | val_loss: 0.0311572 | Time: 8881.49 ms
[2021-07-12 17:42:29 main:574] : INFO : Epoch 1798 | loss: 0.0311527 | val_loss: 0.0311607 | Time: 8922.75 ms
[2021-07-12 17:42:38 main:574] : INFO : Epoch 1799 | loss: 0.0311533 | val_loss: 0.0311576 | Time: 8921.37 ms
[2021-07-12 17:42:47 main:574] : INFO : Epoch 1800 | loss: 0.0311615 | val_loss: 0.0311571 | Time: 8908.19 ms
[2021-07-12 17:42:56 main:574] : INFO : Epoch 1801 | loss: 0.0311557 | val_loss: 0.0311576 | Time: 8862.86 ms
[2021-07-12 17:43:05 main:574] : INFO : Epoch 1802 | loss: 0.0311552 | val_loss: 0.0311583 | Time: 8866.63 ms
[2021-07-12 17:43:14 main:574] : INFO : Epoch 1803 | loss: 0.0311501 | val_loss: 0.0311567 | Time: 8887.84 ms
[2021-07-12 17:43:22 main:574] : INFO : Epoch 1804 | loss: 0.0311488 | val_loss: 0.031157 | Time: 8863.19 ms
[2021-07-12 17:43:31 main:574] : INFO : Epoch 1805 | loss: 0.0311476 | val_loss: 0.0311593 | Time: 8862.8 ms
[2021-07-12 17:43:40 main:574] : INFO : Epoch 1806 | loss: 0.0311486 | val_loss: 0.0311542 | Time: 8857.05 ms
[2021-07-12 17:43:49 main:574] : INFO : Epoch 1807 | loss: 0.0311477 | val_loss: 0.0311555 | Time: 8838.23 ms
[2021-07-12 17:43:58 main:574] : INFO : Epoch 1808 | loss: 0.0311492 | val_loss: 0.031155 | Time: 8823.87 ms
[2021-07-12 17:44:07 main:574] : INFO : Epoch 1809 | loss: 0.0311498 | val_loss: 0.0311573 | Time: 8864.05 ms
[2021-07-12 17:44:16 main:574] : INFO : Epoch 1810 | loss: 0.0311486 | val_loss: 0.0311536 | Time: 8856.26 ms
[2021-07-12 17:44:24 main:574] : INFO : Epoch 1811 | loss: 0.0311482 | val_loss: 0.0311541 | Time: 8873.42 ms
[2021-07-12 17:44:33 main:574] : INFO : Epoch 1812 | loss: 0.0311488 | val_loss: 0.0311566 | Time: 8858.91 ms
[2021-07-12 17:44:42 main:574] : INFO : Epoch 1813 | loss: 0.0311475 | val_loss: 0.031152 | Time: 8855.84 ms
[2021-07-12 17:44:51 main:574] : INFO : Epoch 1814 | loss: 0.0311483 | val_loss: 0.0311562 | Time: 8864.79 ms
[2021-07-12 17:45:00 main:574] : INFO : Epoch 1815 | loss: 0.03115 | val_loss: 0.0311594 | Time: 8811.6 ms
[2021-07-12 17:45:09 main:574] : INFO : Epoch 1816 | loss: 0.0311487 | val_loss: 0.0311551 | Time: 8804.68 ms
[2021-07-12 17:45:18 main:574] : INFO : Epoch 1817 | loss: 0.0311488 | val_loss: 0.031156 | Time: 8869.46 ms
[2021-07-12 17:45:26 main:574] : INFO : Epoch 1818 | loss: 0.0311472 | val_loss: 0.0311559 | Time: 8845.03 ms
[2021-07-12 17:45:35 main:574] : INFO : Epoch 1819 | loss: 0.0311455 | val_loss: 0.0311548 | Time: 8813.12 ms
[2021-07-12 17:45:44 main:574] : INFO : Epoch 1820 | loss: 0.0311471 | val_loss: 0.0311567 | Time: 8799.42 ms
[2021-07-12 17:45:53 main:574] : INFO : Epoch 1821 | loss: 0.031146 | val_loss: 0.0311547 | Time: 8741.79 ms
[2021-07-12 17:46:01 main:574] : INFO : Epoch 1822 | loss: 0.0311469 | val_loss: 0.0311572 | Time: 8692.13 ms
[2021-07-12 17:46:10 main:574] : INFO : Epoch 1823 | loss: 0.0311453 | val_loss: 0.0311544 | Time: 8757.87 ms
[2021-07-12 17:46:19 main:574] : INFO : Epoch 1824 | loss: 0.0311441 | val_loss: 0.0311579 | Time: 8796.93 ms
[2021-07-12 17:46:28 main:574] : INFO : Epoch 1825 | loss: 0.0311449 | val_loss: 0.0311591 | Time: 8812.46 ms
[2021-07-12 17:46:37 main:574] : INFO : Epoch 1826 | loss: 0.031146 | val_loss: 0.0311597 | Time: 8806.48 ms
[2021-07-12 17:46:46 main:574] : INFO : Epoch 1827 | loss: 0.031146 | val_loss: 0.0311597 | Time: 8808.7 ms
[2021-07-12 17:46:54 main:574] : INFO : Epoch 1828 | loss: 0.0311446 | val_loss: 0.031165 | Time: 8815.59 ms
[2021-07-12 17:47:03 main:574] : INFO : Epoch 1829 | loss: 0.0311446 | val_loss: 0.0311587 | Time: 8764.69 ms
[2021-07-12 17:47:12 main:574] : INFO : Epoch 1830 | loss: 0.0311427 | val_loss: 0.0311573 | Time: 8763.19 ms
[2021-07-12 17:47:21 main:574] : INFO : Epoch 1831 | loss: 0.031145 | val_loss: 0.0311547 | Time: 8791.71 ms
[2021-07-12 17:47:30 main:574] : INFO : Epoch 1832 | loss: 0.0311412 | val_loss: 0.0311553 | Time: 8789.49 ms
[2021-07-12 17:47:38 main:574] : INFO : Epoch 1833 | loss: 0.0311421 | val_loss: 0.0311555 | Time: 8758.36 ms
[2021-07-12 17:47:47 main:574] : INFO : Epoch 1834 | loss: 0.0311423 | val_loss: 0.0311546 | Time: 8767.11 ms
[2021-07-12 17:47:56 main:574] : INFO : Epoch 1835 | loss: 0.0311427 | val_loss: 0.0311532 | Time: 8756.63 ms
[2021-07-12 17:48:05 main:574] : INFO : Epoch 1836 | loss: 0.0311422 | val_loss: 0.0311541 | Time: 8799.28 ms
[2021-07-12 17:48:13 main:574] : INFO : Epoch 1837 | loss: 0.0311399 | val_loss: 0.0311534 | Time: 8793.97 ms
[2021-07-12 17:48:22 main:574] : INFO : Epoch 1838 | loss: 0.0311416 | val_loss: 0.0311531 | Time: 8773.01 ms
[2021-07-12 17:48:31 main:574] : INFO : Epoch 1839 | loss: 0.0311428 | val_loss: 0.0311528 | Time: 8779.12 ms
[2021-07-12 17:48:40 main:574] : INFO : Epoch 1840 | loss: 0.031147 | val_loss: 0.0311554 | Time: 8810.53 ms
[2021-07-12 17:48:49 main:574] : INFO : Epoch 1841 | loss: 0.0311452 | val_loss: 0.0311538 | Time: 8794.53 ms
[2021-07-12 17:48:57 main:574] : INFO : Epoch 1842 | loss: 0.0311439 | val_loss: 0.0311546 | Time: 8778.6 ms
[2021-07-12 17:49:06 main:574] : INFO : Epoch 1843 | loss: 0.0311427 | val_loss: 0.031155 | Time: 8766 ms
[2021-07-12 17:49:15 main:574] : INFO : Epoch 1844 | loss: 0.0311448 | val_loss: 0.031159 | Time: 8799.63 ms
[2021-07-12 17:49:24 main:574] : INFO : Epoch 1845 | loss: 0.0311467 | val_loss: 0.031151 | Time: 8806.93 ms
[2021-07-12 17:49:33 main:574] : INFO : Epoch 1846 | loss: 0.031143 | val_loss: 0.0311523 | Time: 8787.09 ms
[2021-07-12 17:49:41 main:574] : INFO : Epoch 1847 | loss: 0.0311416 | val_loss: 0.0311523 | Time: 8775.17 ms
[2021-07-12 17:49:50 main:574] : INFO : Epoch 1848 | loss: 0.0311436 | val_loss: 0.0311527 | Time: 8790.03 ms
[2021-07-12 17:49:59 main:574] : INFO : Epoch 1849 | loss: 0.0311438 | val_loss: 0.0311521 | Time: 8830.99 ms
[2021-07-12 17:50:08 main:574] : INFO : Epoch 1850 | loss: 0.031143 | val_loss: 0.0311537 | Time: 8811.15 ms
[2021-07-12 17:50:17 main:574] : INFO : Epoch 1851 | loss: 0.0311429 | val_loss: 0.0311527 | Time: 8794.53 ms
[2021-07-12 17:50:26 main:574] : INFO : Epoch 1852 | loss: 0.0311412 | val_loss: 0.0311525 | Time: 8785 ms
[2021-07-12 17:50:34 main:574] : INFO : Epoch 1853 | loss: 0.031141 | val_loss: 0.0311523 | Time: 8792.5 ms
[2021-07-12 17:50:43 main:574] : INFO : Epoch 1854 | loss: 0.0311416 | val_loss: 0.0311548 | Time: 8783.87 ms
[2021-07-12 17:50:52 main:574] : INFO : Epoch 1855 | loss: 0.0311457 | val_loss: 0.0311576 | Time: 8793.36 ms
[2021-07-12 17:51:01 main:574] : INFO : Epoch 1856 | loss: 0.0311525 | val_loss: 0.0311594 | Time: 8783.94 ms
[2021-07-12 17:51:09 main:574] : INFO : Epoch 1857 | loss: 0.0311521 | val_loss: 0.0311615 | Time: 8752.3 ms
[2021-07-12 17:51:18 main:574] : INFO : Epoch 1858 | loss: 0.0311546 | val_loss: 0.0311691 | Time: 8792.85 ms
[2021-07-12 17:51:27 main:574] : INFO : Epoch 1859 | loss: 0.0311532 | val_loss: 0.0311595 | Time: 8801.15 ms
[2021-07-12 17:51:36 main:574] : INFO : Epoch 1860 | loss: 0.0311486 | val_loss: 0.0311605 | Time: 8739.16 ms
[2021-07-12 17:51:45 main:574] : INFO : Epoch 1861 | loss: 0.0311469 | val_loss: 0.0311625 | Time: 8814.92 ms
[2021-07-12 17:51:53 main:574] : INFO : Epoch 1862 | loss: 0.0311482 | val_loss: 0.0311612 | Time: 8791 ms
[2021-07-12 17:52:02 main:574] : INFO : Epoch 1863 | loss: 0.0311475 | val_loss: 0.0311611 | Time: 8782.6 ms
[2021-07-12 17:52:11 main:574] : INFO : Epoch 1864 | loss: 0.0311465 | val_loss: 0.0311636 | Time: 8792.57 ms
[2021-07-12 17:52:20 main:574] : INFO : Epoch 1865 | loss: 0.0311466 | val_loss: 0.0311601 | Time: 8810.88 ms
[2021-07-12 17:52:29 main:574] : INFO : Epoch 1866 | loss: 0.0311458 | val_loss: 0.0311631 | Time: 8772.49 ms
[2021-07-12 17:52:37 main:574] : INFO : Epoch 1867 | loss: 0.031146 | val_loss: 0.0311658 | Time: 8780.09 ms
[2021-07-12 17:52:46 main:574] : INFO : Epoch 1868 | loss: 0.0311472 | val_loss: 0.0311585 | Time: 8786.74 ms
[2021-07-12 17:52:55 main:574] : INFO : Epoch 1869 | loss: 0.0311452 | val_loss: 0.0311628 | Time: 8742.37 ms
[2021-07-12 17:53:04 main:574] : INFO : Epoch 1870 | loss: 0.0311433 | val_loss: 0.0311599 | Time: 8755.5 ms
[2021-07-12 17:53:13 main:574] : INFO : Epoch 1871 | loss: 0.0311454 | val_loss: 0.0311642 | Time: 8754.97 ms
[2021-07-12 17:53:21 main:574] : INFO : Epoch 1872 | loss: 0.0311502 | val_loss: 0.0311755 | Time: 8765.72 ms
[2021-07-12 17:53:30 main:574] : INFO : Epoch 1873 | loss: 0.0311456 | val_loss: 0.0311629 | Time: 8796.43 ms
[2021-07-12 17:53:39 main:574] : INFO : Epoch 1874 | loss: 0.0311482 | val_loss: 0.0311618 | Time: 8781.16 ms
[2021-07-12 17:53:48 main:574] : INFO : Epoch 1875 | loss: 0.031147 | val_loss: 0.0311599 | Time: 8795.35 ms
[2021-07-12 17:53:56 main:574] : INFO : Epoch 1876 | loss: 0.0311437 | val_loss: 0.0311597 | Time: 8742.98 ms
[2021-07-12 17:54:05 main:574] : INFO : Epoch 1877 | loss: 0.0311414 | val_loss: 0.0311615 | Time: 8755.51 ms
[2021-07-12 17:54:14 main:574] : INFO : Epoch 1878 | loss: 0.0311437 | val_loss: 0.0311573 | Time: 8758.51 ms
[2021-07-12 17:54:23 main:574] : INFO : Epoch 1879 | loss: 0.0311413 | val_loss: 0.0311613 | Time: 8724.32 ms
[2021-07-12 17:54:32 main:574] : INFO : Epoch 1880 | loss: 0.0311418 | val_loss: 0.0311596 | Time: 8773.92 ms
[2021-07-12 17:54:40 main:574] : INFO : Epoch 1881 | loss: 0.0311438 | val_loss: 0.0311626 | Time: 8810.03 ms
[2021-07-12 17:54:49 main:574] : INFO : Epoch 1882 | loss: 0.0311457 | val_loss: 0.031163 | Time: 8785.09 ms
[2021-07-12 17:54:58 main:574] : INFO : Epoch 1883 | loss: 0.0311484 | val_loss: 0.0311674 | Time: 8775.65 ms
[2021-07-12 17:55:07 main:574] : INFO : Epoch 1884 | loss: 0.0311461 | val_loss: 0.0311594 | Time: 8758.17 ms
[2021-07-12 17:55:15 main:574] : INFO : Epoch 1885 | loss: 0.0311503 | val_loss: 0.0311569 | Time: 8718.2 ms
[2021-07-12 17:55:24 main:574] : INFO : Epoch 1886 | loss: 0.0311511 | val_loss: 0.0311574 | Time: 8727.43 ms
[2021-07-12 17:55:33 main:574] : INFO : Epoch 1887 | loss: 0.0311512 | val_loss: 0.0311592 | Time: 8779.52 ms
[2021-07-12 17:55:42 main:574] : INFO : Epoch 1888 | loss: 0.031149 | val_loss: 0.0311587 | Time: 8774.45 ms
[2021-07-12 17:55:51 main:574] : INFO : Epoch 1889 | loss: 0.0311494 | val_loss: 0.0311575 | Time: 8760.36 ms
[2021-07-12 17:55:59 main:574] : INFO : Epoch 1890 | loss: 0.0311505 | val_loss: 0.0311561 | Time: 8775.97 ms
[2021-07-12 17:56:08 main:574] : INFO : Epoch 1891 | loss: 0.031148 | val_loss: 0.0311553 | Time: 8770.81 ms
[2021-07-12 17:56:17 main:574] : INFO : Epoch 1892 | loss: 0.0311466 | val_loss: 0.0311582 | Time: 8740.03 ms
[2021-07-12 17:56:26 main:574] : INFO : Epoch 1893 | loss: 0.031146 | val_loss: 0.0311564 | Time: 8738.95 ms
[2021-07-12 17:56:34 main:574] : INFO : Epoch 1894 | loss: 0.0311465 | val_loss: 0.0311572 | Time: 8761.7 ms
[2021-07-12 17:56:43 main:574] : INFO : Epoch 1895 | loss: 0.0311487 | val_loss: 0.0311603 | Time: 8768.55 ms
[2021-07-12 17:56:52 main:574] : INFO : Epoch 1896 | loss: 0.0311483 | val_loss: 0.0311559 | Time: 8773.53 ms
[2021-07-12 17:57:01 main:574] : INFO : Epoch 1897 | loss: 0.0311477 | val_loss: 0.0311585 | Time: 8769.73 ms
[2021-07-12 17:57:09 main:574] : INFO : Epoch 1898 | loss: 0.0311472 | val_loss: 0.0311566 | Time: 8740.69 ms
[2021-07-12 17:57:18 main:574] : INFO : Epoch 1899 | loss: 0.0311447 | val_loss: 0.0311553 | Time: 8734.42 ms
[2021-07-12 17:57:27 main:574] : INFO : Epoch 1900 | loss: 0.031146 | val_loss: 0.0311551 | Time: 8790.59 ms
[2021-07-12 17:57:36 main:574] : INFO : Epoch 1901 | loss: 0.0311433 | val_loss: 0.0311557 | Time: 8797.33 ms
[2021-07-12 17:57:45 main:574] : INFO : Epoch 1902 | loss: 0.0311437 | val_loss: 0.0311571 | Time: 8792.88 ms
[2021-07-12 17:57:53 main:574] : INFO : Epoch 1903 | loss: 0.0311457 | val_loss: 0.0311567 | Time: 8810.29 ms
[2021-07-12 17:58:02 main:574] : INFO : Epoch 1904 | loss: 0.0311466 | val_loss: 0.0311595 | Time: 8807.1 ms
[2021-07-12 17:58:11 main:574] : INFO : Epoch 1905 | loss: 0.0311446 | val_loss: 0.0311589 | Time: 8774.81 ms
[2021-07-12 17:58:20 main:574] : INFO : Epoch 1906 | loss: 0.0311463 | val_loss: 0.0311605 | Time: 8756.66 ms
[2021-07-12 17:58:29 main:574] : INFO : Epoch 1907 | loss: 0.031145 | val_loss: 0.0311595 | Time: 8724.71 ms
[2021-07-12 17:58:37 main:574] : INFO : Epoch 1908 | loss: 0.0311444 | val_loss: 0.0311584 | Time: 8759.64 ms
[2021-07-12 17:58:46 main:574] : INFO : Epoch 1909 | loss: 0.0311485 | val_loss: 0.0311575 | Time: 8759.69 ms
[2021-07-12 17:58:55 main:574] : INFO : Epoch 1910 | loss: 0.0311495 | val_loss: 0.0311642 | Time: 8737.39 ms
[2021-07-12 17:59:04 main:574] : INFO : Epoch 1911 | loss: 0.0311484 | val_loss: 0.0311577 | Time: 8767.41 ms
[2021-07-12 17:59:12 main:574] : INFO : Epoch 1912 | loss: 0.0311475 | val_loss: 0.0311655 | Time: 8830.02 ms
[2021-07-12 17:59:21 main:574] : INFO : Epoch 1913 | loss: 0.0311505 | val_loss: 0.031165 | Time: 8767.54 ms
[2021-07-12 17:59:30 main:574] : INFO : Epoch 1914 | loss: 0.0311495 | val_loss: 0.0311612 | Time: 8837.53 ms
[2021-07-12 17:59:39 main:574] : INFO : Epoch 1915 | loss: 0.0311486 | val_loss: 0.0311592 | Time: 8801.76 ms
[2021-07-12 17:59:48 main:574] : INFO : Epoch 1916 | loss: 0.0311464 | val_loss: 0.0311576 | Time: 8788.63 ms
[2021-07-12 17:59:56 main:574] : INFO : Epoch 1917 | loss: 0.0311447 | val_loss: 0.0311669 | Time: 8792.53 ms
[2021-07-12 18:00:05 main:574] : INFO : Epoch 1918 | loss: 0.031147 | val_loss: 0.031158 | Time: 8780.98 ms
[2021-07-12 18:00:14 main:574] : INFO : Epoch 1919 | loss: 0.0311449 | val_loss: 0.0311582 | Time: 8803.47 ms
[2021-07-12 18:00:23 main:574] : INFO : Epoch 1920 | loss: 0.0311485 | val_loss: 0.0311634 | Time: 8748.1 ms
[2021-07-12 18:00:32 main:574] : INFO : Epoch 1921 | loss: 0.0311449 | val_loss: 0.0311567 | Time: 8781.58 ms
[2021-07-12 18:00:40 main:574] : INFO : Epoch 1922 | loss: 0.0311446 | val_loss: 0.031157 | Time: 8801.46 ms
[2021-07-12 18:00:49 main:574] : INFO : Epoch 1923 | loss: 0.0311431 | val_loss: 0.0311591 | Time: 8789.86 ms
[2021-07-12 18:00:58 main:574] : INFO : Epoch 1924 | loss: 0.0311446 | val_loss: 0.0311666 | Time: 8785.9 ms
[2021-07-12 18:01:07 main:574] : INFO : Epoch 1925 | loss: 0.0311505 | val_loss: 0.0311596 | Time: 8811.39 ms
[2021-07-12 18:01:16 main:574] : INFO : Epoch 1926 | loss: 0.0311464 | val_loss: 0.0311578 | Time: 8787.33 ms
[2021-07-12 18:01:24 main:574] : INFO : Epoch 1927 | loss: 0.0311481 | val_loss: 0.0311596 | Time: 8744.95 ms
[2021-07-12 18:01:33 main:574] : INFO : Epoch 1928 | loss: 0.0311485 | val_loss: 0.0311596 | Time: 8781.87 ms
[2021-07-12 18:01:42 main:574] : INFO : Epoch 1929 | loss: 0.0311596 | val_loss: 0.0311719 | Time: 8788.81 ms
[2021-07-12 18:01:51 main:574] : INFO : Epoch 1930 | loss: 0.0311712 | val_loss: 0.0311753 | Time: 8795.69 ms
[2021-07-12 18:02:00 main:574] : INFO : Epoch 1931 | loss: 0.0311711 | val_loss: 0.0311763 | Time: 8778.78 ms
[2021-07-12 18:02:08 main:574] : INFO : Epoch 1932 | loss: 0.0311723 | val_loss: 0.0311778 | Time: 8829.37 ms
[2021-07-12 18:02:17 main:574] : INFO : Epoch 1933 | loss: 0.0311662 | val_loss: 0.0311766 | Time: 8823.8 ms
[2021-07-12 18:02:26 main:574] : INFO : Epoch 1934 | loss: 0.0311645 | val_loss: 0.0311737 | Time: 8780.71 ms
[2021-07-12 18:02:35 main:574] : INFO : Epoch 1935 | loss: 0.0311631 | val_loss: 0.031174 | Time: 8795.77 ms
[2021-07-12 18:02:44 main:574] : INFO : Epoch 1936 | loss: 0.0311627 | val_loss: 0.031172 | Time: 8804.13 ms
[2021-07-12 18:02:53 main:574] : INFO : Epoch 1937 | loss: 0.0311621 | val_loss: 0.0311719 | Time: 8795.99 ms
[2021-07-12 18:03:01 main:574] : INFO : Epoch 1938 | loss: 0.0311607 | val_loss: 0.0311719 | Time: 8788.23 ms
[2021-07-12 18:03:10 main:574] : INFO : Epoch 1939 | loss: 0.0311623 | val_loss: 0.0311721 | Time: 8789.13 ms
[2021-07-12 18:03:19 main:574] : INFO : Epoch 1940 | loss: 0.0311598 | val_loss: 0.0311787 | Time: 8826.32 ms
[2021-07-12 18:03:28 main:574] : INFO : Epoch 1941 | loss: 0.0311605 | val_loss: 0.0311706 | Time: 8784.06 ms
[2021-07-12 18:03:37 main:574] : INFO : Epoch 1942 | loss: 0.0311611 | val_loss: 0.0311689 | Time: 8826.24 ms
[2021-07-12 18:03:45 main:574] : INFO : Epoch 1943 | loss: 0.0311604 | val_loss: 0.0311765 | Time: 8784.65 ms
[2021-07-12 18:03:54 main:574] : INFO : Epoch 1944 | loss: 0.0311623 | val_loss: 0.0311698 | Time: 8788.24 ms
[2021-07-12 18:04:03 main:574] : INFO : Epoch 1945 | loss: 0.0311585 | val_loss: 0.0311693 | Time: 8836.29 ms
[2021-07-12 18:04:12 main:574] : INFO : Epoch 1946 | loss: 0.0311599 | val_loss: 0.0311726 | Time: 8829.17 ms
[2021-07-12 18:04:21 main:574] : INFO : Epoch 1947 | loss: 0.0311589 | val_loss: 0.0311701 | Time: 8843.63 ms
[2021-07-12 18:04:29 main:574] : INFO : Epoch 1948 | loss: 0.0311585 | val_loss: 0.0311688 | Time: 8783.93 ms
[2021-07-12 18:04:38 main:574] : INFO : Epoch 1949 | loss: 0.0311568 | val_loss: 0.0311693 | Time: 8870.72 ms
[2021-07-12 18:04:47 main:574] : INFO : Epoch 1950 | loss: 0.0311588 | val_loss: 0.031171 | Time: 8837.88 ms
[2021-07-12 18:04:56 main:574] : INFO : Epoch 1951 | loss: 0.031155 | val_loss: 0.0311682 | Time: 8824.65 ms
[2021-07-12 18:05:05 main:574] : INFO : Epoch 1952 | loss: 0.0311552 | val_loss: 0.0311695 | Time: 8829.21 ms
[2021-07-12 18:05:14 main:574] : INFO : Epoch 1953 | loss: 0.0311535 | val_loss: 0.0311683 | Time: 8842.3 ms
[2021-07-12 18:05:23 main:574] : INFO : Epoch 1954 | loss: 0.031154 | val_loss: 0.0311689 | Time: 8811.07 ms
[2021-07-12 18:05:31 main:574] : INFO : Epoch 1955 | loss: 0.0311544 | val_loss: 0.0311694 | Time: 8758.92 ms
[2021-07-12 18:05:40 main:574] : INFO : Epoch 1956 | loss: 0.0311535 | val_loss: 0.0311703 | Time: 8776.02 ms
[2021-07-12 18:05:49 main:574] : INFO : Epoch 1957 | loss: 0.0311532 | val_loss: 0.0311704 | Time: 8760.73 ms
[2021-07-12 18:05:58 main:574] : INFO : Epoch 1958 | loss: 0.0311534 | val_loss: 0.031168 | Time: 8755.1 ms
[2021-07-12 18:06:07 main:574] : INFO : Epoch 1959 | loss: 0.0311505 | val_loss: 0.0311673 | Time: 8717.87 ms
[2021-07-12 18:06:15 main:574] : INFO : Epoch 1960 | loss: 0.0311501 | val_loss: 0.0311691 | Time: 8735.44 ms
[2021-07-12 18:06:24 main:574] : INFO : Epoch 1961 | loss: 0.031152 | val_loss: 0.0311724 | Time: 8731.65 ms
[2021-07-12 18:06:33 main:574] : INFO : Epoch 1962 | loss: 0.0311511 | val_loss: 0.0311685 | Time: 8767.72 ms
[2021-07-12 18:06:41 main:574] : INFO : Epoch 1963 | loss: 0.0311488 | val_loss: 0.0311704 | Time: 8713.66 ms
[2021-07-12 18:06:50 main:574] : INFO : Epoch 1964 | loss: 0.031149 | val_loss: 0.0311707 | Time: 8737.94 ms
[2021-07-12 18:06:59 main:574] : INFO : Epoch 1965 | loss: 0.0311508 | val_loss: 0.0311689 | Time: 8738 ms
[2021-07-12 18:07:08 main:574] : INFO : Epoch 1966 | loss: 0.0311487 | val_loss: 0.0311686 | Time: 8762.47 ms
[2021-07-12 18:07:17 main:574] : INFO : Epoch 1967 | loss: 0.0311501 | val_loss: 0.0311695 | Time: 8733.28 ms
[2021-07-12 18:07:25 main:574] : INFO : Epoch 1968 | loss: 0.0311502 | val_loss: 0.0311715 | Time: 8736.84 ms
[2021-07-12 18:07:34 main:574] : INFO : Epoch 1969 | loss: 0.0311489 | val_loss: 0.0311673 | Time: 8722.41 ms
[2021-07-12 18:07:43 main:574] : INFO : Epoch 1970 | loss: 0.0311479 | val_loss: 0.0311714 | Time: 8742.26 ms
[2021-07-12 18:07:51 main:574] : INFO : Epoch 1971 | loss: 0.0311556 | val_loss: 0.0311758 | Time: 8716.3 ms
[2021-07-12 18:08:00 main:574] : INFO : Epoch 1972 | loss: 0.0311596 | val_loss: 0.0311683 | Time: 8734.82 ms
[2021-07-12 18:08:09 main:574] : INFO : Epoch 1973 | loss: 0.0311574 | val_loss: 0.0311672 | Time: 8723.89 ms
[2021-07-12 18:08:18 main:574] : INFO : Epoch 1974 | loss: 0.0311559 | val_loss: 0.0311681 | Time: 8713.81 ms
[2021-07-12 18:08:26 main:574] : INFO : Epoch 1975 | loss: 0.0311537 | val_loss: 0.0311678 | Time: 8744.42 ms
[2021-07-12 18:08:35 main:574] : INFO : Epoch 1976 | loss: 0.031152 | val_loss: 0.0311685 | Time: 8721.41 ms
[2021-07-12 18:08:44 main:574] : INFO : Epoch 1977 | loss: 0.0311538 | val_loss: 0.0311682 | Time: 8716.57 ms
[2021-07-12 18:08:53 main:574] : INFO : Epoch 1978 | loss: 0.0311552 | val_loss: 0.0311683 | Time: 8759.64 ms
[2021-07-12 18:09:01 main:574] : INFO : Epoch 1979 | loss: 0.0311521 | val_loss: 0.0311692 | Time: 8706.84 ms
[2021-07-12 18:09:10 main:574] : INFO : Epoch 1980 | loss: 0.0311516 | val_loss: 0.0311682 | Time: 8770.44 ms
[2021-07-12 18:09:19 main:574] : INFO : Epoch 1981 | loss: 0.0311499 | val_loss: 0.0311691 | Time: 8768.26 ms
[2021-07-12 18:09:28 main:574] : INFO : Epoch 1982 | loss: 0.031149 | val_loss: 0.0311677 | Time: 8737.39 ms
[2021-07-12 18:09:36 main:574] : INFO : Epoch 1983 | loss: 0.0311492 | val_loss: 0.0311681 | Time: 8747.82 ms
[2021-07-12 18:09:45 main:574] : INFO : Epoch 1984 | loss: 0.0311492 | val_loss: 0.031169 | Time: 8741.81 ms
[2021-07-12 18:09:54 main:574] : INFO : Epoch 1985 | loss: 0.0311488 | val_loss: 0.031168 | Time: 8729.04 ms
[2021-07-12 18:10:03 main:574] : INFO : Epoch 1986 | loss: 0.0311499 | val_loss: 0.0311695 | Time: 8713.82 ms
[2021-07-12 18:10:11 main:574] : INFO : Epoch 1987 | loss: 0.0311479 | val_loss: 0.0311685 | Time: 8712.14 ms
[2021-07-12 18:10:20 main:574] : INFO : Epoch 1988 | loss: 0.0311479 | val_loss: 0.0311708 | Time: 8707.6 ms
[2021-07-12 18:10:29 main:574] : INFO : Epoch 1989 | loss: 0.0311478 | val_loss: 0.0311671 | Time: 8725.76 ms
[2021-07-12 18:10:38 main:574] : INFO : Epoch 1990 | loss: 0.0311476 | val_loss: 0.0311678 | Time: 8769.64 ms
[2021-07-12 18:10:46 main:574] : INFO : Epoch 1991 | loss: 0.0311466 | val_loss: 0.0311686 | Time: 8749.14 ms
[2021-07-12 18:10:55 main:574] : INFO : Epoch 1992 | loss: 0.0311465 | val_loss: 0.0311715 | Time: 8751.77 ms
[2021-07-12 18:11:04 main:574] : INFO : Epoch 1993 | loss: 0.0311508 | val_loss: 0.0311707 | Time: 8765.98 ms
[2021-07-12 18:11:13 main:574] : INFO : Epoch 1994 | loss: 0.0311483 | val_loss: 0.0311706 | Time: 8750.96 ms
[2021-07-12 18:11:21 main:574] : INFO : Epoch 1995 | loss: 0.0311473 | val_loss: 0.0311674 | Time: 8719.87 ms
[2021-07-12 18:11:30 main:574] : INFO : Epoch 1996 | loss: 0.0311467 | val_loss: 0.0311686 | Time: 8790.59 ms
[2021-07-12 18:11:39 main:574] : INFO : Epoch 1997 | loss: 0.0311449 | val_loss: 0.031169 | Time: 8796.34 ms
[2021-07-12 18:11:48 main:574] : INFO : Epoch 1998 | loss: 0.0311477 | val_loss: 0.0311679 | Time: 8755.08 ms
[2021-07-12 18:11:57 main:574] : INFO : Epoch 1999 | loss: 0.0311461 | val_loss: 0.0311722 | Time: 8787.14 ms
[2021-07-12 18:12:05 main:574] : INFO : Epoch 2000 | loss: 0.0311479 | val_loss: 0.0311697 | Time: 8791.82 ms
[2021-07-12 18:12:14 main:574] : INFO : Epoch 2001 | loss: 0.0311462 | val_loss: 0.0311702 | Time: 8798.6 ms
[2021-07-12 18:12:23 main:574] : INFO : Epoch 2002 | loss: 0.0311486 | val_loss: 0.0311717 | Time: 8778.64 ms
[2021-07-12 18:12:32 main:574] : INFO : Epoch 2003 | loss: 0.031151 | val_loss: 0.0311674 | Time: 8767.89 ms
[2021-07-12 18:12:41 main:574] : INFO : Epoch 2004 | loss: 0.0311455 | val_loss: 0.0311695 | Time: 8822.29 ms
[2021-07-12 18:12:49 main:574] : INFO : Epoch 2005 | loss: 0.0311453 | val_loss: 0.0311677 | Time: 8810.29 ms
[2021-07-12 18:12:58 main:574] : INFO : Epoch 2006 | loss: 0.0311438 | val_loss: 0.031174 | Time: 8792.27 ms
[2021-07-12 18:13:07 main:574] : INFO : Epoch 2007 | loss: 0.0311472 | val_loss: 0.0311741 | Time: 8808.2 ms
[2021-07-12 18:13:16 main:574] : INFO : Epoch 2008 | loss: 0.0311466 | val_loss: 0.0311671 | Time: 8795.94 ms
[2021-07-12 18:13:25 main:574] : INFO : Epoch 2009 | loss: 0.0311451 | val_loss: 0.0311673 | Time: 8773.57 ms
[2021-07-12 18:13:33 main:574] : INFO : Epoch 2010 | loss: 0.0311444 | val_loss: 0.0311683 | Time: 8816.78 ms
[2021-07-12 18:13:42 main:574] : INFO : Epoch 2011 | loss: 0.0311443 | val_loss: 0.0311659 | Time: 8746.13 ms
[2021-07-12 18:13:51 main:574] : INFO : Epoch 2012 | loss: 0.031144 | val_loss: 0.0311703 | Time: 8769.85 ms
[2021-07-12 18:14:00 main:574] : INFO : Epoch 2013 | loss: 0.0311452 | val_loss: 0.0311704 | Time: 8809.72 ms
[2021-07-12 18:14:09 main:574] : INFO : Epoch 2014 | loss: 0.0311466 | val_loss: 0.0311678 | Time: 8793.86 ms
[2021-07-12 18:14:17 main:574] : INFO : Epoch 2015 | loss: 0.0311457 | val_loss: 0.0311728 | Time: 8800.79 ms
[2021-07-12 18:14:26 main:574] : INFO : Epoch 2016 | loss: 0.0311438 | val_loss: 0.031167 | Time: 8796.27 ms
[2021-07-12 18:14:35 main:574] : INFO : Epoch 2017 | loss: 0.0311478 | val_loss: 0.0311716 | Time: 8785.88 ms
[2021-07-12 18:14:44 main:574] : INFO : Epoch 2018 | loss: 0.0311506 | val_loss: 0.0311673 | Time: 8749.36 ms
[2021-07-12 18:14:53 main:574] : INFO : Epoch 2019 | loss: 0.0311515 | val_loss: 0.0311686 | Time: 8759.53 ms
[2021-07-12 18:15:01 main:574] : INFO : Epoch 2020 | loss: 0.0311479 | val_loss: 0.0311683 | Time: 8780.69 ms
[2021-07-12 18:15:10 main:574] : INFO : Epoch 2021 | loss: 0.0311462 | val_loss: 0.0311656 | Time: 8801.15 ms
[2021-07-12 18:15:19 main:574] : INFO : Epoch 2022 | loss: 0.031147 | val_loss: 0.0311674 | Time: 8778.88 ms
[2021-07-12 18:15:28 main:574] : INFO : Epoch 2023 | loss: 0.0311472 | val_loss: 0.0311707 | Time: 8786.5 ms
[2021-07-12 18:15:37 main:574] : INFO : Epoch 2024 | loss: 0.0311456 | val_loss: 0.0311699 | Time: 8788.52 ms
[2021-07-12 18:15:45 main:574] : INFO : Epoch 2025 | loss: 0.0311457 | val_loss: 0.0311681 | Time: 8754.12 ms
[2021-07-12 18:15:54 main:574] : INFO : Epoch 2026 | loss: 0.0311456 | val_loss: 0.0311684 | Time: 8764.62 ms
[2021-07-12 18:16:03 main:574] : INFO : Epoch 2027 | loss: 0.0311444 | val_loss: 0.0311663 | Time: 8742.15 ms
[2021-07-12 18:16:12 main:574] : INFO : Epoch 2028 | loss: 0.0311489 | val_loss: 0.0311662 | Time: 8766.68 ms
[2021-07-12 18:16:20 main:574] : INFO : Epoch 2029 | loss: 0.0311459 | val_loss: 0.0311724 | Time: 8727.09 ms
[2021-07-12 18:16:29 main:574] : INFO : Epoch 2030 | loss: 0.0311464 | val_loss: 0.0311688 | Time: 8749.43 ms
[2021-07-12 18:16:38 main:574] : INFO : Epoch 2031 | loss: 0.031143 | val_loss: 0.0311677 | Time: 8728.17 ms
[2021-07-12 18:16:47 main:574] : INFO : Epoch 2032 | loss: 0.0311445 | val_loss: 0.0311678 | Time: 8730.83 ms
[2021-07-12 18:16:55 main:574] : INFO : Epoch 2033 | loss: 0.0311431 | val_loss: 0.0311707 | Time: 8727.91 ms
[2021-07-12 18:17:04 main:574] : INFO : Epoch 2034 | loss: 0.0311449 | val_loss: 0.0311763 | Time: 8710.83 ms
[2021-07-12 18:17:13 main:574] : INFO : Epoch 2035 | loss: 0.0311433 | val_loss: 0.0311701 | Time: 8699.63 ms
[2021-07-12 18:17:21 main:574] : INFO : Epoch 2036 | loss: 0.0311434 | val_loss: 0.0311729 | Time: 8735.13 ms
[2021-07-12 18:17:30 main:574] : INFO : Epoch 2037 | loss: 0.0311418 | val_loss: 0.0311739 | Time: 8749.96 ms
[2021-07-12 18:17:39 main:574] : INFO : Epoch 2038 | loss: 0.0311417 | val_loss: 0.0311705 | Time: 8757.43 ms
[2021-07-12 18:17:48 main:574] : INFO : Epoch 2039 | loss: 0.0311414 | val_loss: 0.0311675 | Time: 8771.07 ms
[2021-07-12 18:17:57 main:574] : INFO : Epoch 2040 | loss: 0.0311417 | val_loss: 0.0311692 | Time: 8725.21 ms
[2021-07-12 18:18:05 main:574] : INFO : Epoch 2041 | loss: 0.0311475 | val_loss: 0.0311938 | Time: 8750.41 ms
[2021-07-12 18:18:14 main:574] : INFO : Epoch 2042 | loss: 0.0311544 | val_loss: 0.0311853 | Time: 8790.13 ms
[2021-07-12 18:18:23 main:574] : INFO : Epoch 2043 | loss: 0.0311494 | val_loss: 0.031171 | Time: 8739.48 ms
[2021-07-12 18:18:32 main:574] : INFO : Epoch 2044 | loss: 0.0311466 | val_loss: 0.0311652 | Time: 8754.94 ms
[2021-07-12 18:18:40 main:574] : INFO : Epoch 2045 | loss: 0.0311489 | val_loss: 0.0311649 | Time: 8764.6 ms
[2021-07-12 18:18:49 main:574] : INFO : Epoch 2046 | loss: 0.0311467 | val_loss: 0.0311677 | Time: 8766.5 ms
[2021-07-12 18:18:58 main:574] : INFO : Epoch 2047 | loss: 0.0311449 | val_loss: 0.0311681 | Time: 8799.67 ms
[2021-07-12 18:19:07 main:574] : INFO : Epoch 2048 | loss: 0.0311439 | val_loss: 0.031165 | Time: 8773.77 ms
[2021-07-12 18:19:07 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031165
[2021-07-12 18:19:07 main:603] : INFO : Saving end state to config to file
[2021-07-12 18:19:07 main:608] : INFO : Success, exiting..
18:19:07 (8664): 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)