Task 5220680
| Name | ParityMachine-1619235388-8230-3_0 |
| Workunit | 3140686 |
| Created | 23 May 2021, 0:01:56 UTC |
| Sent | 29 May 2021, 6:50:52 UTC |
| Report deadline | 5 Jun 2021, 6:50:52 UTC |
| Received | 29 May 2021, 13:02:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5082 |
| Run time | 5 hours 39 min 58 sec |
| CPU time | 5 hours 26 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,463.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 2.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ss: 0.0311447 | Time: 10042.7 ms [2021-05-29 13:06:49 main:574] : INFO : Epoch 1542 | loss: 0.0311285 | val_loss: 0.0311446 | Time: 9992 ms [2021-05-29 13:07:00 main:574] : INFO : Epoch 1543 | loss: 0.031126 | val_loss: 0.0311454 | Time: 10501.2 ms [2021-05-29 13:07:10 main:574] : INFO : Epoch 1544 | loss: 0.0311239 | val_loss: 0.0311435 | Time: 9847.08 ms [2021-05-29 13:07:20 main:574] : INFO : Epoch 1545 | loss: 0.0311237 | val_loss: 0.0311464 | Time: 10133.2 ms [2021-05-29 13:07:31 main:574] : INFO : Epoch 1546 | loss: 0.0311248 | val_loss: 0.0311405 | Time: 10665 ms [2021-05-29 13:07:42 main:574] : INFO : Epoch 1547 | loss: 0.0311204 | val_loss: 0.0311446 | Time: 11327.2 ms [2021-05-29 13:07:52 main:574] : INFO : Epoch 1548 | loss: 0.0311242 | val_loss: 0.0311464 | Time: 10151 ms [2021-05-29 13:08:02 main:574] : INFO : Epoch 1549 | loss: 0.0311262 | val_loss: 0.0311437 | Time: 9867.51 ms [2021-05-29 13:08:12 main:574] : INFO : Epoch 1550 | loss: 0.0311239 | val_loss: 0.0311411 | Time: 10118.7 ms [2021-05-29 13:08:22 main:574] : INFO : Epoch 1551 | loss: 0.0311194 | val_loss: 0.0311403 | Time: 9625.23 ms [2021-05-29 13:08:31 main:574] : INFO : Epoch 1552 | loss: 0.0311218 | val_loss: 0.031147 | Time: 8988.86 ms [2021-05-29 13:08:41 main:574] : INFO : Epoch 1553 | loss: 0.031121 | val_loss: 0.031142 | Time: 9957.38 ms [2021-05-29 13:08:51 main:574] : INFO : Epoch 1554 | loss: 0.0311204 | val_loss: 0.0311487 | Time: 9613.53 ms [2021-05-29 13:09:00 main:574] : INFO : Epoch 1555 | loss: 0.0311211 | val_loss: 0.031142 | Time: 9581.52 ms [2021-05-29 13:09:10 main:574] : INFO : Epoch 1556 | loss: 0.0311214 | val_loss: 0.03114 | Time: 9680.06 ms [2021-05-29 13:09:20 main:574] : INFO : Epoch 1557 | loss: 0.0311222 | val_loss: 0.0311408 | Time: 10049.4 ms [2021-05-29 13:09:31 main:574] : INFO : Epoch 1558 | loss: 0.0311189 | val_loss: 0.0311384 | Time: 10582.1 ms [2021-05-29 13:09:42 main:574] : INFO : Epoch 1559 | loss: 0.0311199 | val_loss: 0.0311404 | Time: 11064.9 ms [2021-05-29 13:09:53 main:574] : INFO : Epoch 1560 | loss: 0.0311174 | val_loss: 0.0311387 | Time: 11305 ms [2021-05-29 13:10:03 main:574] : INFO : Epoch 1561 | loss: 0.0311192 | val_loss: 0.031144 | Time: 9938.22 ms [2021-05-29 13:10:14 main:574] : INFO : Epoch 1562 | loss: 0.0311196 | val_loss: 0.0311387 | Time: 10490.6 ms [2021-05-29 13:10:23 main:574] : INFO : Epoch 1563 | loss: 0.0311161 | val_loss: 0.0311428 | Time: 9194.37 ms [2021-05-29 13:10:33 main:574] : INFO : Epoch 1564 | loss: 0.031116 | val_loss: 0.0311364 | Time: 9992.75 ms [2021-05-29 13:10:43 main:574] : INFO : Epoch 1565 | loss: 0.0311147 | val_loss: 0.0311376 | Time: 10204.6 ms [2021-05-29 13:10:53 main:574] : INFO : Epoch 1566 | loss: 0.0311198 | val_loss: 0.0311385 | Time: 9600.9 ms [2021-05-29 13:11:03 main:574] : INFO : Epoch 1567 | loss: 0.0311232 | val_loss: 0.0311364 | Time: 10247.6 ms [2021-05-29 13:11:13 main:574] : INFO : Epoch 1568 | loss: 0.0311223 | val_loss: 0.0311503 | Time: 10169 ms [2021-05-29 13:11:24 main:574] : INFO : Epoch 1569 | loss: 0.0311231 | val_loss: 0.0311479 | Time: 9987.81 ms [2021-05-29 13:11:34 main:574] : INFO : Epoch 1570 | loss: 0.0311185 | val_loss: 0.0311374 | Time: 9991.66 ms [2021-05-29 13:11:43 main:574] : INFO : Epoch 1571 | loss: 0.0311202 | val_loss: 0.0311449 | Time: 9878.33 ms [2021-05-29 13:11:54 main:574] : INFO : Epoch 1572 | loss: 0.0311192 | val_loss: 0.0311365 | Time: 10740.9 ms [2021-05-29 13:12:04 main:574] : INFO : Epoch 1573 | loss: 0.0311188 | val_loss: 0.0311433 | Time: 9945.19 ms [2021-05-29 13:12:14 main:574] : INFO : Epoch 1574 | loss: 0.0311207 | val_loss: 0.0311379 | Time: 10008 ms [2021-05-29 13:12:24 main:574] : INFO : Epoch 1575 | loss: 0.031115 | val_loss: 0.0311375 | Time: 9831.7 ms [2021-05-29 13:12:35 main:574] : INFO : Epoch 1576 | loss: 0.0311133 | val_loss: 0.0311378 | Time: 10745.7 ms [2021-05-29 13:12:45 main:574] : INFO : Epoch 1577 | loss: 0.0311148 | val_loss: 0.0311389 | Time: 9820.75 ms [2021-05-29 13:12:55 main:574] : INFO : Epoch 1578 | loss: 0.031118 | val_loss: 0.0311412 | Time: 10207.7 ms [2021-05-29 13:13:05 main:574] : INFO : Epoch 1579 | loss: 0.0311189 | val_loss: 0.0311354 | Time: 9762.38 ms [2021-05-29 13:13:15 main:574] : INFO : Epoch 1580 | loss: 0.0311168 | val_loss: 0.0311365 | Time: 9924.41 ms [2021-05-29 13:13:25 main:574] : INFO : Epoch 1581 | loss: 0.0311148 | val_loss: 0.0311333 | Time: 10305.4 ms [2021-05-29 13:13:36 main:574] : INFO : Epoch 1582 | loss: 0.0311129 | val_loss: 0.031133 | Time: 10551 ms [2021-05-29 13:13:47 main:574] : INFO : Epoch 1583 | loss: 0.0311135 | val_loss: 0.0311328 | Time: 11212.7 ms [2021-05-29 13:13:57 main:574] : INFO : Epoch 1584 | loss: 0.0311143 | val_loss: 0.0311374 | Time: 9632.22 ms [2021-05-29 13:14:07 main:574] : INFO : Epoch 1585 | loss: 0.0311148 | val_loss: 0.0311395 | Time: 10612.3 ms [2021-05-29 13:14:18 main:574] : INFO : Epoch 1586 | loss: 0.0311159 | val_loss: 0.0311356 | Time: 10075.5 ms [2021-05-29 13:14:28 main:574] : INFO : Epoch 1587 | loss: 0.0311137 | val_loss: 0.0311404 | Time: 10518.8 ms [2021-05-29 13:14:38 main:574] : INFO : Epoch 1588 | loss: 0.0311122 | val_loss: 0.0311339 | Time: 10289.3 ms [2021-05-29 13:14:48 main:574] : INFO : Epoch 1589 | loss: 0.0311102 | val_loss: 0.0311336 | Time: 9887.93 ms [2021-05-29 13:14:59 main:574] : INFO : Epoch 1590 | loss: 0.031111 | val_loss: 0.0311507 | Time: 10605.8 ms [2021-05-29 13:15:09 main:574] : INFO : Epoch 1591 | loss: 0.0311165 | val_loss: 0.0311376 | Time: 9994.41 ms [2021-05-29 13:15:19 main:574] : INFO : Epoch 1592 | loss: 0.0311166 | val_loss: 0.0311423 | Time: 9893.29 ms [2021-05-29 13:15:30 main:574] : INFO : Epoch 1593 | loss: 0.0311165 | val_loss: 0.0311326 | Time: 10882.1 ms [2021-05-29 13:15:41 main:574] : INFO : Epoch 1594 | loss: 0.0311141 | val_loss: 0.0311384 | Time: 10510.5 ms [2021-05-29 13:15:51 main:574] : INFO : Epoch 1595 | loss: 0.031114 | val_loss: 0.0311372 | Time: 10140.5 ms [2021-05-29 13:16:01 main:574] : INFO : Epoch 1596 | loss: 0.0311133 | val_loss: 0.0311412 | Time: 9784.13 ms [2021-05-29 13:16:11 main:574] : INFO : Epoch 1597 | loss: 0.0311109 | val_loss: 0.031135 | Time: 9955.6 ms [2021-05-29 13:16:20 main:574] : INFO : Epoch 1598 | loss: 0.0311139 | val_loss: 0.0311363 | Time: 9688.75 ms [2021-05-29 13:16:31 main:574] : INFO : Epoch 1599 | loss: 0.0311163 | val_loss: 0.031133 | Time: 10182.9 ms [2021-05-29 13:16:41 main:574] : INFO : Epoch 1600 | loss: 0.0311143 | val_loss: 0.0311336 | Time: 10217.1 ms [2021-05-29 13:16:51 main:574] : INFO : Epoch 1601 | loss: 0.031112 | val_loss: 0.0311336 | Time: 10471.9 ms [2021-05-29 13:17:02 main:574] : INFO : Epoch 1602 | loss: 0.0311122 | val_loss: 0.031141 | Time: 10104.5 ms [2021-05-29 13:17:12 main:574] : INFO : Epoch 1603 | loss: 0.0311129 | val_loss: 0.0311349 | Time: 10502.3 ms [2021-05-29 13:17:22 main:574] : INFO : Epoch 1604 | loss: 0.0311125 | val_loss: 0.0311339 | Time: 10245.3 ms [2021-05-29 13:17:32 main:574] : INFO : Epoch 1605 | loss: 0.0311088 | val_loss: 0.031133 | Time: 9700.02 ms [2021-05-29 13:17:41 main:574] : INFO : Epoch 1606 | loss: 0.0311085 | val_loss: 0.0311388 | Time: 9228.78 ms [2021-05-29 13:17:52 main:574] : INFO : Epoch 1607 | loss: 0.0311099 | val_loss: 0.0311342 | Time: 10091.4 ms [2021-05-29 13:18:02 main:574] : INFO : Epoch 1608 | loss: 0.0311095 | val_loss: 0.0311336 | Time: 9949.38 ms [2021-05-29 13:18:12 main:574] : INFO : Epoch 1609 | loss: 0.0311117 | val_loss: 0.0311339 | Time: 10464.2 ms [2021-05-29 13:18:23 main:574] : INFO : Epoch 1610 | loss: 0.0311134 | val_loss: 0.0311471 | Time: 10619.7 ms [2021-05-29 13:18:33 main:574] : INFO : Epoch 1611 | loss: 0.0311087 | val_loss: 0.0311351 | Time: 10281.4 ms [2021-05-29 13:18:43 main:574] : INFO : Epoch 1612 | loss: 0.031106 | val_loss: 0.031135 | Time: 9753.55 ms [2021-05-29 13:18:53 main:574] : INFO : Epoch 1613 | loss: 0.0311084 | val_loss: 0.0311419 | Time: 10108.1 ms [2021-05-29 13:19:03 main:574] : INFO : Epoch 1614 | loss: 0.0311163 | val_loss: 0.03114 | Time: 10018.6 ms [2021-05-29 13:19:13 main:574] : INFO : Epoch 1615 | loss: 0.0311138 | val_loss: 0.0311368 | Time: 10181 ms [2021-05-29 13:19:23 main:574] : INFO : Epoch 1616 | loss: 0.0311125 | val_loss: 0.0311369 | Time: 10066.7 ms [2021-05-29 13:19:33 main:574] : INFO : Epoch 1617 | loss: 0.0311117 | val_loss: 0.0311371 | Time: 9824.18 ms [2021-05-29 13:19:43 main:574] : INFO : Epoch 1618 | loss: 0.0311116 | val_loss: 0.0311355 | Time: 9711.87 ms [2021-05-29 13:19:53 main:574] : INFO : Epoch 1619 | loss: 0.0311118 | val_loss: 0.031137 | Time: 9905.09 ms [2021-05-29 13:20:03 main:574] : INFO : Epoch 1620 | loss: 0.0311164 | val_loss: 0.0311433 | Time: 10112.7 ms [2021-05-29 13:20:13 main:574] : INFO : Epoch 1621 | loss: 0.0311121 | val_loss: 0.0311342 | Time: 10165.9 ms [2021-05-29 13:20:23 main:574] : INFO : Epoch 1622 | loss: 0.03111 | val_loss: 0.0311346 | Time: 9986.54 ms [2021-05-29 13:20:34 main:574] : INFO : Epoch 1623 | loss: 0.0311089 | val_loss: 0.0311364 | Time: 10278.5 ms [2021-05-29 13:20:44 main:574] : INFO : Epoch 1624 | loss: 0.0311076 | val_loss: 0.0311369 | Time: 10288.7 ms [2021-05-29 13:20:54 main:574] : INFO : Epoch 1625 | loss: 0.0311092 | val_loss: 0.0311377 | Time: 9826.5 ms [2021-05-29 13:21:04 main:574] : INFO : Epoch 1626 | loss: 0.0311081 | val_loss: 0.0311434 | Time: 9794.78 ms [2021-05-29 13:21:15 main:574] : INFO : Epoch 1627 | loss: 0.0311127 | val_loss: 0.0311357 | Time: 10782.3 ms [2021-05-29 13:21:24 main:574] : INFO : Epoch 1628 | loss: 0.0311114 | val_loss: 0.0311374 | Time: 9509.84 ms [2021-05-29 13:21:34 main:574] : INFO : Epoch 1629 | loss: 0.0311087 | val_loss: 0.0311353 | Time: 9717.38 ms [2021-05-29 13:21:44 main:574] : INFO : Epoch 1630 | loss: 0.0311089 | val_loss: 0.0311409 | Time: 10237.9 ms [2021-05-29 13:21:54 main:574] : INFO : Epoch 1631 | loss: 0.0311082 | val_loss: 0.0311355 | Time: 9651.75 ms [2021-05-29 13:22:04 main:574] : INFO : Epoch 1632 | loss: 0.0311081 | val_loss: 0.0311346 | Time: 10158 ms [2021-05-29 13:22:14 main:574] : INFO : Epoch 1633 | loss: 0.0311159 | val_loss: 0.0311491 | Time: 9964.12 ms [2021-05-29 13:22:24 main:574] : INFO : Epoch 1634 | loss: 0.0311138 | val_loss: 0.031135 | Time: 10230.1 ms [2021-05-29 13:22:35 main:574] : INFO : Epoch 1635 | loss: 0.03111 | val_loss: 0.0311362 | Time: 10175.4 ms [2021-05-29 13:22:45 main:574] : INFO : Epoch 1636 | loss: 0.0311056 | val_loss: 0.0311359 | Time: 10250.6 ms [2021-05-29 13:22:55 main:574] : INFO : Epoch 1637 | loss: 0.0311072 | val_loss: 0.0311399 | Time: 9797.19 ms [2021-05-29 13:23:05 main:574] : INFO : Epoch 1638 | loss: 0.031106 | val_loss: 0.0311405 | Time: 10319.8 ms [2021-05-29 13:23:15 main:574] : INFO : Epoch 1639 | loss: 0.031108 | val_loss: 0.0311395 | Time: 9394.02 ms [2021-05-29 13:23:25 main:574] : INFO : Epoch 1640 | loss: 0.0311118 | val_loss: 0.0311423 | Time: 9983.39 ms [2021-05-29 13:23:35 main:574] : INFO : Epoch 1641 | loss: 0.0311141 | val_loss: 0.0311431 | Time: 10643 ms [2021-05-29 13:23:45 main:574] : INFO : Epoch 1642 | loss: 0.0311125 | val_loss: 0.0311382 | Time: 9987.12 ms [2021-05-29 13:23:55 main:574] : INFO : Epoch 1643 | loss: 0.0311077 | val_loss: 0.0311393 | Time: 9820.18 ms [2021-05-29 13:24:05 main:574] : INFO : Epoch 1644 | loss: 0.0311075 | val_loss: 0.0311379 | Time: 10207.4 ms [2021-05-29 13:24:15 main:574] : INFO : Epoch 1645 | loss: 0.0311077 | val_loss: 0.0311416 | Time: 9995.48 ms [2021-05-29 13:24:25 main:574] : INFO : Epoch 1646 | loss: 0.0311068 | val_loss: 0.0311435 | Time: 9791.99 ms [2021-05-29 13:24:35 main:574] : INFO : Epoch 1647 | loss: 0.0311086 | val_loss: 0.0311434 | Time: 10129.8 ms [2021-05-29 13:24:45 main:574] : INFO : Epoch 1648 | loss: 0.0311083 | val_loss: 0.0311395 | Time: 9814.06 ms [2021-05-29 13:24:56 main:574] : INFO : Epoch 1649 | loss: 0.0311069 | val_loss: 0.0311406 | Time: 11044.9 ms [2021-05-29 13:25:06 main:574] : INFO : Epoch 1650 | loss: 0.0311067 | val_loss: 0.0311437 | Time: 9696.07 ms [2021-05-29 13:25:16 main:574] : INFO : Epoch 1651 | loss: 0.0311063 | val_loss: 0.0311381 | Time: 10153 ms [2021-05-29 13:25:27 main:574] : INFO : Epoch 1652 | loss: 0.031106 | val_loss: 0.0311475 | Time: 10305.3 ms [2021-05-29 13:25:37 main:574] : INFO : Epoch 1653 | loss: 0.0311072 | val_loss: 0.0311503 | Time: 9886.65 ms [2021-05-29 13:25:47 main:574] : INFO : Epoch 1654 | loss: 0.0311093 | val_loss: 0.0311439 | Time: 9959.22 ms [2021-05-29 13:25:57 main:574] : INFO : Epoch 1655 | loss: 0.0311064 | val_loss: 0.0311436 | Time: 10166.5 ms [2021-05-29 13:26:07 main:574] : INFO : Epoch 1656 | loss: 0.0311079 | val_loss: 0.031142 | Time: 10119.6 ms [2021-05-29 13:26:17 main:574] : INFO : Epoch 1657 | loss: 0.0311085 | val_loss: 0.0311417 | Time: 9949 ms [2021-05-29 13:26:27 main:574] : INFO : Epoch 1658 | loss: 0.0311089 | val_loss: 0.0311419 | Time: 9795.48 ms [2021-05-29 13:26:38 main:574] : INFO : Epoch 1659 | loss: 0.0311087 | val_loss: 0.0311422 | Time: 10827.5 ms [2021-05-29 13:26:48 main:574] : INFO : Epoch 1660 | loss: 0.0311091 | val_loss: 0.0311407 | Time: 9751.66 ms [2021-05-29 13:26:57 main:574] : INFO : Epoch 1661 | loss: 0.0311096 | val_loss: 0.031145 | Time: 9758.65 ms [2021-05-29 13:27:08 main:574] : INFO : Epoch 1662 | loss: 0.0311159 | val_loss: 0.0311454 | Time: 10163.3 ms [2021-05-29 13:27:17 main:574] : INFO : Epoch 1663 | loss: 0.0311127 | val_loss: 0.0311444 | Time: 9442.82 ms [2021-05-29 13:27:27 main:574] : INFO : Epoch 1664 | loss: 0.0311078 | val_loss: 0.0311487 | Time: 9839.76 ms [2021-05-29 13:27:37 main:574] : INFO : Epoch 1665 | loss: 0.0311136 | val_loss: 0.0311511 | Time: 9903.18 ms [2021-05-29 13:27:47 main:574] : INFO : Epoch 1666 | loss: 0.0311172 | val_loss: 0.031144 | Time: 9740.69 ms [2021-05-29 13:27:57 main:574] : INFO : Epoch 1667 | loss: 0.031126 | val_loss: 0.0311433 | Time: 9777.03 ms [2021-05-29 13:28:07 main:574] : INFO : Epoch 1668 | loss: 0.0311279 | val_loss: 0.0311441 | Time: 10125.1 ms [2021-05-29 13:28:18 main:574] : INFO : Epoch 1669 | loss: 0.0311237 | val_loss: 0.0311404 | Time: 10833.7 ms [2021-05-29 13:28:27 main:574] : INFO : Epoch 1670 | loss: 0.0311243 | val_loss: 0.031151 | Time: 9837.68 ms [2021-05-29 13:28:38 main:574] : INFO : Epoch 1671 | loss: 0.0311276 | val_loss: 0.0311357 | Time: 10153.3 ms [2021-05-29 13:28:47 main:574] : INFO : Epoch 1672 | loss: 0.0311181 | val_loss: 0.0311361 | Time: 9647.59 ms [2021-05-29 13:28:57 main:574] : INFO : Epoch 1673 | loss: 0.0311164 | val_loss: 0.0311354 | Time: 9950.74 ms [2021-05-29 13:29:07 main:574] : INFO : Epoch 1674 | loss: 0.0311147 | val_loss: 0.0311341 | Time: 9345.57 ms [2021-05-29 13:29:17 main:574] : INFO : Epoch 1675 | loss: 0.0311163 | val_loss: 0.031137 | Time: 9892.59 ms [2021-05-29 13:29:27 main:574] : INFO : Epoch 1676 | loss: 0.031118 | val_loss: 0.031137 | Time: 10549.4 ms [2021-05-29 13:29:37 main:574] : INFO : Epoch 1677 | loss: 0.0311252 | val_loss: 0.0311404 | Time: 10006 ms [2021-05-29 13:29:47 main:574] : INFO : Epoch 1678 | loss: 0.0311179 | val_loss: 0.0311434 | Time: 9832.38 ms [2021-05-29 13:29:58 main:574] : INFO : Epoch 1679 | loss: 0.0311181 | val_loss: 0.0311409 | Time: 10238.3 ms [2021-05-29 13:30:08 main:574] : INFO : Epoch 1680 | loss: 0.0311176 | val_loss: 0.0311436 | Time: 10394.2 ms [2021-05-29 13:30:17 main:574] : INFO : Epoch 1681 | loss: 0.0311149 | val_loss: 0.0311429 | Time: 9207.17 ms [2021-05-29 13:30:27 main:574] : INFO : Epoch 1682 | loss: 0.0311157 | val_loss: 0.0311445 | Time: 10124.2 ms [2021-05-29 13:30:38 main:574] : INFO : Epoch 1683 | loss: 0.0311149 | val_loss: 0.031143 | Time: 10715.5 ms [2021-05-29 13:30:48 main:574] : INFO : Epoch 1684 | loss: 0.0311166 | val_loss: 0.0311495 | Time: 9684.65 ms [2021-05-29 13:30:58 main:574] : INFO : Epoch 1685 | loss: 0.0311188 | val_loss: 0.0311497 | Time: 10460.6 ms [2021-05-29 13:31:09 main:574] : INFO : Epoch 1686 | loss: 0.0311187 | val_loss: 0.0311405 | Time: 10379.3 ms [2021-05-29 13:31:20 main:574] : INFO : Epoch 1687 | loss: 0.0311197 | val_loss: 0.0311378 | Time: 10618 ms [2021-05-29 13:31:30 main:574] : INFO : Epoch 1688 | loss: 0.0311178 | val_loss: 0.0311424 | Time: 10731.2 ms [2021-05-29 13:31:41 main:574] : INFO : Epoch 1689 | loss: 0.0311202 | val_loss: 0.0311477 | Time: 10526.8 ms [2021-05-29 13:31:52 main:574] : INFO : Epoch 1690 | loss: 0.0311182 | val_loss: 0.031143 | Time: 10558.4 ms [2021-05-29 13:32:02 main:574] : INFO : Epoch 1691 | loss: 0.0311185 | val_loss: 0.0311405 | Time: 10484.5 ms [2021-05-29 13:32:12 main:574] : INFO : Epoch 1692 | loss: 0.031116 | val_loss: 0.0311443 | Time: 9772.59 ms [2021-05-29 13:32:22 main:574] : INFO : Epoch 1693 | loss: 0.0311163 | val_loss: 0.0311412 | Time: 10006.9 ms [2021-05-29 13:32:33 main:574] : INFO : Epoch 1694 | loss: 0.0311203 | val_loss: 0.0311456 | Time: 10608.5 ms [2021-05-29 13:32:42 main:574] : INFO : Epoch 1695 | loss: 0.031116 | val_loss: 0.0311432 | Time: 9810.71 ms [2021-05-29 13:32:53 main:574] : INFO : Epoch 1696 | loss: 0.031116 | val_loss: 0.031144 | Time: 10828.7 ms [2021-05-29 13:33:03 main:574] : INFO : Epoch 1697 | loss: 0.0311146 | val_loss: 0.0311427 | Time: 10143.9 ms [2021-05-29 13:33:14 main:574] : INFO : Epoch 1698 | loss: 0.0311159 | val_loss: 0.0311458 | Time: 10010.3 ms [2021-05-29 13:33:24 main:574] : INFO : Epoch 1699 | loss: 0.0311205 | val_loss: 0.0311399 | Time: 10305.7 ms [2021-05-29 13:33:34 main:574] : INFO : Epoch 1700 | loss: 0.0311199 | val_loss: 0.0311449 | Time: 10240.1 ms [2021-05-29 13:33:45 main:574] : INFO : Epoch 1701 | loss: 0.0311156 | val_loss: 0.0311457 | Time: 10313.6 ms [2021-05-29 13:33:55 main:574] : INFO : Epoch 1702 | loss: 0.0311159 | val_loss: 0.0311423 | Time: 9966.5 ms [2021-05-29 13:34:05 main:574] : INFO : Epoch 1703 | loss: 0.0311155 | val_loss: 0.0311358 | Time: 10243.7 ms [2021-05-29 13:34:15 main:574] : INFO : Epoch 1704 | loss: 0.0311153 | val_loss: 0.0311469 | Time: 10429.3 ms [2021-05-29 13:34:25 main:574] : INFO : Epoch 1705 | loss: 0.031121 | val_loss: 0.03114 | Time: 9822.61 ms [2021-05-29 13:34:35 main:574] : INFO : Epoch 1706 | loss: 0.0311208 | val_loss: 0.0311392 | Time: 9998.07 ms [2021-05-29 13:34:46 main:574] : INFO : Epoch 1707 | loss: 0.0311197 | val_loss: 0.031138 | Time: 10477.6 ms [2021-05-29 13:34:56 main:574] : INFO : Epoch 1708 | loss: 0.031116 | val_loss: 0.0311416 | Time: 9955.9 ms [2021-05-29 13:35:06 main:574] : INFO : Epoch 1709 | loss: 0.0311133 | val_loss: 0.0311387 | Time: 10153.5 ms [2021-05-29 13:35:16 main:574] : INFO : Epoch 1710 | loss: 0.0311133 | val_loss: 0.031142 | Time: 9809.35 ms [2021-05-29 13:35:26 main:574] : INFO : Epoch 1711 | loss: 0.0311133 | val_loss: 0.0311407 | Time: 10217.6 ms [2021-05-29 13:35:36 main:574] : INFO : Epoch 1712 | loss: 0.0311138 | val_loss: 0.0311431 | Time: 10211.4 ms [2021-05-29 13:35:47 main:574] : INFO : Epoch 1713 | loss: 0.0311148 | val_loss: 0.0311433 | Time: 10018.4 ms [2021-05-29 13:35:57 main:574] : INFO : Epoch 1714 | loss: 0.0311153 | val_loss: 0.0311437 | Time: 10505.8 ms [2021-05-29 13:36:07 main:574] : INFO : Epoch 1715 | loss: 0.0311142 | val_loss: 0.031143 | Time: 9376.6 ms [2021-05-29 13:36:17 main:574] : INFO : Epoch 1716 | loss: 0.0311155 | val_loss: 0.0311423 | Time: 10421.9 ms [2021-05-29 13:36:27 main:574] : INFO : Epoch 1717 | loss: 0.0311168 | val_loss: 0.0311401 | Time: 9516.85 ms [2021-05-29 13:36:37 main:574] : INFO : Epoch 1718 | loss: 0.0311153 | val_loss: 0.0311417 | Time: 10200.5 ms [2021-05-29 13:36:47 main:574] : INFO : Epoch 1719 | loss: 0.0311169 | val_loss: 0.0311484 | Time: 10027.4 ms [2021-05-29 13:36:58 main:574] : INFO : Epoch 1720 | loss: 0.0311141 | val_loss: 0.0311427 | Time: 10990.8 ms [2021-05-29 13:37:08 main:574] : INFO : Epoch 1721 | loss: 0.031114 | val_loss: 0.0311419 | Time: 9990.96 ms [2021-05-29 13:37:18 main:574] : INFO : Epoch 1722 | loss: 0.0311127 | val_loss: 0.03114 | Time: 10286.8 ms [2021-05-29 13:37:28 main:574] : INFO : Epoch 1723 | loss: 0.0311109 | val_loss: 0.0311395 | Time: 9952.17 ms [2021-05-29 13:37:38 main:574] : INFO : Epoch 1724 | loss: 0.0311122 | val_loss: 0.0311411 | Time: 9870.63 ms [2021-05-29 13:37:48 main:574] : INFO : Epoch 1725 | loss: 0.0311163 | val_loss: 0.0311413 | Time: 9756.24 ms [2021-05-29 13:37:58 main:574] : INFO : Epoch 1726 | loss: 0.0311162 | val_loss: 0.0311437 | Time: 10371.8 ms [2021-05-29 13:38:08 main:574] : INFO : Epoch 1727 | loss: 0.031116 | val_loss: 0.0311413 | Time: 9953.98 ms [2021-05-29 13:38:19 main:574] : INFO : Epoch 1728 | loss: 0.0311127 | val_loss: 0.0311408 | Time: 10671.9 ms [2021-05-29 13:38:30 main:574] : INFO : Epoch 1729 | loss: 0.0311139 | val_loss: 0.03114 | Time: 10345.1 ms [2021-05-29 13:38:40 main:574] : INFO : Epoch 1730 | loss: 0.0311138 | val_loss: 0.0311468 | Time: 10448.1 ms [2021-05-29 13:38:50 main:574] : INFO : Epoch 1731 | loss: 0.0311147 | val_loss: 0.0311407 | Time: 9904.78 ms [2021-05-29 13:39:00 main:574] : INFO : Epoch 1732 | loss: 0.0311113 | val_loss: 0.0311392 | Time: 9948.6 ms [2021-05-29 13:39:10 main:574] : INFO : Epoch 1733 | loss: 0.031111 | val_loss: 0.0311407 | Time: 9542.92 ms [2021-05-29 13:39:20 main:574] : INFO : Epoch 1734 | loss: 0.0311102 | val_loss: 0.0311387 | Time: 9898.4 ms [2021-05-29 13:39:30 main:574] : INFO : Epoch 1735 | loss: 0.0311112 | val_loss: 0.0311398 | Time: 10338.6 ms [2021-05-29 13:39:40 main:574] : INFO : Epoch 1736 | loss: 0.0311103 | val_loss: 0.031143 | Time: 9969.01 ms [2021-05-29 13:39:51 main:574] : INFO : Epoch 1737 | loss: 0.0311096 | val_loss: 0.0311448 | Time: 10583 ms [2021-05-29 13:40:00 main:574] : INFO : Epoch 1738 | loss: 0.0311095 | val_loss: 0.0311401 | Time: 9639.52 ms [2021-05-29 13:40:10 main:574] : INFO : Epoch 1739 | loss: 0.0311138 | val_loss: 0.0311467 | Time: 9754.37 ms [2021-05-29 13:40:20 main:574] : INFO : Epoch 1740 | loss: 0.0311116 | val_loss: 0.0311415 | Time: 9884.47 ms [2021-05-29 13:40:30 main:574] : INFO : Epoch 1741 | loss: 0.0311083 | val_loss: 0.0311439 | Time: 9706.03 ms [2021-05-29 13:40:40 main:574] : INFO : Epoch 1742 | loss: 0.0311122 | val_loss: 0.0311445 | Time: 9772.29 ms [2021-05-29 13:40:49 main:574] : INFO : Epoch 1743 | loss: 0.0311144 | val_loss: 0.0311454 | Time: 9674.58 ms [2021-05-29 13:41:00 main:574] : INFO : Epoch 1744 | loss: 0.0311094 | val_loss: 0.0311426 | Time: 10514.1 ms [2021-05-29 13:41:10 main:574] : INFO : Epoch 1745 | loss: 0.0311065 | val_loss: 0.0311443 | Time: 9599.75 ms [2021-05-29 13:41:20 main:574] : INFO : Epoch 1746 | loss: 0.0311063 | val_loss: 0.0311418 | Time: 10161.3 ms [2021-05-29 13:41:30 main:574] : INFO : Epoch 1747 | loss: 0.0311052 | val_loss: 0.031147 | Time: 10396.4 ms [2021-05-29 13:41:40 main:574] : INFO : Epoch 1748 | loss: 0.0311075 | val_loss: 0.0311648 | Time: 10011.4 ms [2021-05-29 13:41:50 main:574] : INFO : Epoch 1749 | loss: 0.03111 | val_loss: 0.031146 | Time: 9678.68 ms [2021-05-29 13:42:00 main:574] : INFO : Epoch 1750 | loss: 0.0311082 | val_loss: 0.0311474 | Time: 10202.7 ms [2021-05-29 13:42:11 main:574] : INFO : Epoch 1751 | loss: 0.0311071 | val_loss: 0.0311438 | Time: 10302.1 ms [2021-05-29 13:42:21 main:574] : INFO : Epoch 1752 | loss: 0.031106 | val_loss: 0.0311469 | Time: 10723 ms [2021-05-29 13:42:32 main:574] : INFO : Epoch 1753 | loss: 0.0311076 | val_loss: 0.0311438 | Time: 10189.9 ms [2021-05-29 13:42:42 main:574] : INFO : Epoch 1754 | loss: 0.0311065 | val_loss: 0.0311412 | Time: 10043.1 ms [2021-05-29 13:42:52 main:574] : INFO : Epoch 1755 | loss: 0.0311058 | val_loss: 0.0311455 | Time: 10170.8 ms [2021-05-29 13:43:02 main:574] : INFO : Epoch 1756 | loss: 0.031105 | val_loss: 0.0311423 | Time: 10076.3 ms [2021-05-29 13:43:12 main:574] : INFO : Epoch 1757 | loss: 0.0311083 | val_loss: 0.0311388 | Time: 9971.89 ms [2021-05-29 13:43:22 main:574] : INFO : Epoch 1758 | loss: 0.0311102 | val_loss: 0.0311376 | Time: 10357.6 ms [2021-05-29 13:43:32 main:574] : INFO : Epoch 1759 | loss: 0.0311088 | val_loss: 0.0311385 | Time: 9947.69 ms [2021-05-29 13:43:42 main:574] : INFO : Epoch 1760 | loss: 0.0311066 | val_loss: 0.0311392 | Time: 9887.45 ms [2021-05-29 13:43:52 main:574] : INFO : Epoch 1761 | loss: 0.0311076 | val_loss: 0.0311399 | Time: 9907.34 ms [2021-05-29 13:44:03 main:574] : INFO : Epoch 1762 | loss: 0.0311077 | val_loss: 0.0311412 | Time: 10271.4 ms [2021-05-29 13:44:13 main:574] : INFO : Epoch 1763 | loss: 0.0311076 | val_loss: 0.0311407 | Time: 10265 ms [2021-05-29 13:44:23 main:574] : INFO : Epoch 1764 | loss: 0.0311086 | val_loss: 0.0311367 | Time: 10273.2 ms [2021-05-29 13:44:33 main:574] : INFO : Epoch 1765 | loss: 0.0311079 | val_loss: 0.031138 | Time: 10027.2 ms [2021-05-29 13:44:44 main:574] : INFO : Epoch 1766 | loss: 0.0311113 | val_loss: 0.0311473 | Time: 10598.1 ms [2021-05-29 13:44:54 main:574] : INFO : Epoch 1767 | loss: 0.0311097 | val_loss: 0.0311411 | Time: 9974.73 ms [2021-05-29 13:45:04 main:574] : INFO : Epoch 1768 | loss: 0.03111 | val_loss: 0.031139 | Time: 10144.7 ms [2021-05-29 13:45:14 main:574] : INFO : Epoch 1769 | loss: 0.03111 | val_loss: 0.0311398 | Time: 9994.49 ms [2021-05-29 13:45:24 main:574] : INFO : Epoch 1770 | loss: 0.0311129 | val_loss: 0.0311428 | Time: 10032.6 ms [2021-05-29 13:45:34 main:574] : INFO : Epoch 1771 | loss: 0.0311077 | val_loss: 0.0311414 | Time: 9675.54 ms [2021-05-29 13:45:44 main:574] : INFO : Epoch 1772 | loss: 0.0311073 | val_loss: 0.0311467 | Time: 9927.06 ms [2021-05-29 13:45:54 main:574] : INFO : Epoch 1773 | loss: 0.031109 | val_loss: 0.0311396 | Time: 9901.18 ms [2021-05-29 13:46:04 main:574] : INFO : Epoch 1774 | loss: 0.0311091 | val_loss: 0.0311411 | Time: 10000.8 ms [2021-05-29 13:46:14 main:574] : INFO : Epoch 1775 | loss: 0.031108 | val_loss: 0.0311408 | Time: 10204.1 ms [2021-05-29 13:46:25 main:574] : INFO : Epoch 1776 | loss: 0.0311057 | val_loss: 0.0311415 | Time: 10541 ms [2021-05-29 13:46:35 main:574] : INFO : Epoch 1777 | loss: 0.0311138 | val_loss: 0.0311487 | Time: 10206.4 ms [2021-05-29 13:46:45 main:574] : INFO : Epoch 1778 | loss: 0.0311135 | val_loss: 0.0311451 | Time: 9517.84 ms [2021-05-29 13:46:55 main:574] : INFO : Epoch 1779 | loss: 0.031111 | val_loss: 0.031144 | Time: 9907.78 ms [2021-05-29 13:47:05 main:574] : INFO : Epoch 1780 | loss: 0.0311102 | val_loss: 0.0311482 | Time: 9890.89 ms [2021-05-29 13:47:15 main:574] : INFO : Epoch 1781 | loss: 0.0311137 | val_loss: 0.0311438 | Time: 9986.73 ms [2021-05-29 13:47:25 main:574] : INFO : Epoch 1782 | loss: 0.0311104 | val_loss: 0.0311395 | Time: 9865.17 ms [2021-05-29 13:47:34 main:574] : INFO : Epoch 1783 | loss: 0.03111 | val_loss: 0.0311471 | Time: 9804.92 ms [2021-05-29 13:47:45 main:574] : INFO : Epoch 1784 | loss: 0.0311124 | val_loss: 0.0311513 | Time: 10299.8 ms [2021-05-29 13:47:55 main:574] : INFO : Epoch 1785 | loss: 0.0311102 | val_loss: 0.0311494 | Time: 10432.8 ms [2021-05-29 13:48:05 main:574] : INFO : Epoch 1786 | loss: 0.0311124 | val_loss: 0.0311468 | Time: 9715.86 ms [2021-05-29 13:48:15 main:574] : INFO : Epoch 1787 | loss: 0.0311103 | val_loss: 0.0311477 | Time: 10090.9 ms [2021-05-29 13:48:25 main:574] : INFO : Epoch 1788 | loss: 0.0311102 | val_loss: 0.0311449 | Time: 9971.22 ms [2021-05-29 13:48:35 main:574] : INFO : Epoch 1789 | loss: 0.031107 | val_loss: 0.0311449 | Time: 9844.25 ms [2021-05-29 13:48:45 main:574] : INFO : Epoch 1790 | loss: 0.0311078 | val_loss: 0.031149 | Time: 9781.83 ms [2021-05-29 13:48:55 main:574] : INFO : Epoch 1791 | loss: 0.0311123 | val_loss: 0.0311545 | Time: 9765.23 ms [2021-05-29 13:49:05 main:574] : INFO : Epoch 1792 | loss: 0.0311127 | val_loss: 0.0311434 | Time: 9749.17 ms [2021-05-29 13:49:15 main:574] : INFO : Epoch 1793 | loss: 0.0311073 | val_loss: 0.0311408 | Time: 10613.6 ms [2021-05-29 13:49:25 main:574] : INFO : Epoch 1794 | loss: 0.0311071 | val_loss: 0.0311431 | Time: 9917.22 ms [2021-05-29 13:49:36 main:574] : INFO : Epoch 1795 | loss: 0.0311079 | val_loss: 0.031143 | Time: 10143.7 ms [2021-05-29 13:49:45 main:574] : INFO : Epoch 1796 | loss: 0.031106 | val_loss: 0.0311471 | Time: 9906.01 ms [2021-05-29 13:49:55 main:574] : INFO : Epoch 1797 | loss: 0.0311064 | val_loss: 0.0311439 | Time: 9652.09 ms [2021-05-29 13:50:05 main:574] : INFO : Epoch 1798 | loss: 0.0311077 | val_loss: 0.0311423 | Time: 10251.4 ms [2021-05-29 13:50:16 main:574] : INFO : Epoch 1799 | loss: 0.0311077 | val_loss: 0.0311422 | Time: 10802.6 ms [2021-05-29 13:50:26 main:574] : INFO : Epoch 1800 | loss: 0.0311096 | val_loss: 0.0311464 | Time: 9526.77 ms [2021-05-29 13:50:36 main:574] : INFO : Epoch 1801 | loss: 0.0311075 | val_loss: 0.0311503 | Time: 10064.1 ms [2021-05-29 13:50:46 main:574] : INFO : Epoch 1802 | loss: 0.0311073 | val_loss: 0.0311476 | Time: 10007.4 ms [2021-05-29 13:50:56 main:574] : INFO : Epoch 1803 | loss: 0.0311085 | val_loss: 0.0311545 | Time: 9980.04 ms [2021-05-29 13:51:06 main:574] : INFO : Epoch 1804 | loss: 0.0311125 | val_loss: 0.0311681 | Time: 10069.9 ms [2021-05-29 13:51:17 main:574] : INFO : Epoch 1805 | loss: 0.0311136 | val_loss: 0.0311578 | Time: 10309.8 ms [2021-05-29 13:51:27 main:574] : INFO : Epoch 1806 | loss: 0.0311101 | val_loss: 0.0311448 | Time: 9954.84 ms [2021-05-29 13:51:37 main:574] : INFO : Epoch 1807 | loss: 0.0311104 | val_loss: 0.0311547 | Time: 9983.63 ms [2021-05-29 13:51:47 main:574] : INFO : Epoch 1808 | loss: 0.031109 | val_loss: 0.0311476 | Time: 10492.2 ms [2021-05-29 13:51:58 main:574] : INFO : Epoch 1809 | loss: 0.0311062 | val_loss: 0.0311498 | Time: 10862.9 ms [2021-05-29 13:52:09 main:574] : INFO : Epoch 1810 | loss: 0.0311057 | val_loss: 0.0311462 | Time: 10536.1 ms [2021-05-29 13:52:19 main:574] : INFO : Epoch 1811 | loss: 0.0311053 | val_loss: 0.0311458 | Time: 10117.4 ms [2021-05-29 13:52:29 main:574] : INFO : Epoch 1812 | loss: 0.0311069 | val_loss: 0.031149 | Time: 10241.1 ms [2021-05-29 13:52:39 main:574] : INFO : Epoch 1813 | loss: 0.0311081 | val_loss: 0.0311466 | Time: 10098.7 ms [2021-05-29 13:52:50 main:574] : INFO : Epoch 1814 | loss: 0.0311051 | val_loss: 0.0311445 | Time: 10689.2 ms [2021-05-29 13:53:00 main:574] : INFO : Epoch 1815 | loss: 0.0311057 | val_loss: 0.0311482 | Time: 10069.4 ms [2021-05-29 13:53:11 main:574] : INFO : Epoch 1816 | loss: 0.0311143 | val_loss: 0.031148 | Time: 10478.7 ms [2021-05-29 13:53:21 main:574] : INFO : Epoch 1817 | loss: 0.0311161 | val_loss: 0.031148 | Time: 10296.5 ms [2021-05-29 13:53:31 main:574] : INFO : Epoch 1818 | loss: 0.0311127 | val_loss: 0.0311481 | Time: 10220.4 ms [2021-05-29 13:53:41 main:574] : INFO : Epoch 1819 | loss: 0.0311135 | val_loss: 0.0311493 | Time: 9955.27 ms [2021-05-29 13:53:51 main:574] : INFO : Epoch 1820 | loss: 0.0311142 | val_loss: 0.0311489 | Time: 9894.68 ms [2021-05-29 13:54:01 main:574] : INFO : Epoch 1821 | loss: 0.0311125 | val_loss: 0.0311431 | Time: 9847.05 ms [2021-05-29 13:54:11 main:574] : INFO : Epoch 1822 | loss: 0.0311096 | val_loss: 0.0311442 | Time: 10100.8 ms [2021-05-29 13:54:21 main:574] : INFO : Epoch 1823 | loss: 0.0311114 | val_loss: 0.0311498 | Time: 9869.23 ms [2021-05-29 13:54:31 main:574] : INFO : Epoch 1824 | loss: 0.0311123 | val_loss: 0.0311469 | Time: 10149.1 ms [2021-05-29 13:54:42 main:574] : INFO : Epoch 1825 | loss: 0.0311112 | val_loss: 0.0311425 | Time: 10320.6 ms [2021-05-29 13:54:52 main:574] : INFO : Epoch 1826 | loss: 0.0311112 | val_loss: 0.0311448 | Time: 10018.1 ms [2021-05-29 13:55:02 main:574] : INFO : Epoch 1827 | loss: 0.0311097 | val_loss: 0.0311426 | Time: 9686.35 ms [2021-05-29 13:55:12 main:574] : INFO : Epoch 1828 | loss: 0.0311111 | val_loss: 0.0311495 | Time: 10437 ms [2021-05-29 13:55:22 main:574] : INFO : Epoch 1829 | loss: 0.0311128 | val_loss: 0.0311446 | Time: 10168.5 ms [2021-05-29 13:55:33 main:574] : INFO : Epoch 1830 | loss: 0.0311094 | val_loss: 0.0311546 | Time: 10299 ms [2021-05-29 13:55:43 main:574] : INFO : Epoch 1831 | loss: 0.0311096 | val_loss: 0.0311477 | Time: 10108.3 ms [2021-05-29 13:55:53 main:574] : INFO : Epoch 1832 | loss: 0.0311079 | val_loss: 0.0311428 | Time: 10099 ms [2021-05-29 13:56:03 main:574] : INFO : Epoch 1833 | loss: 0.0311079 | val_loss: 0.0311418 | Time: 9928.12 ms [2021-05-29 13:56:12 main:574] : INFO : Epoch 1834 | loss: 0.0311067 | val_loss: 0.0311438 | Time: 9554.89 ms [2021-05-29 13:56:22 main:574] : INFO : Epoch 1835 | loss: 0.0311071 | val_loss: 0.0311383 | Time: 9891.48 ms [2021-05-29 13:56:32 main:574] : INFO : Epoch 1836 | loss: 0.0311087 | val_loss: 0.0311474 | Time: 9795.04 ms [2021-05-29 13:56:43 main:574] : INFO : Epoch 1837 | loss: 0.0311072 | val_loss: 0.0311404 | Time: 10413.6 ms [2021-05-29 13:56:53 main:574] : INFO : Epoch 1838 | loss: 0.0311047 | val_loss: 0.0311417 | Time: 9987.04 ms [2021-05-29 13:57:03 main:574] : INFO : Epoch 1839 | loss: 0.0311058 | val_loss: 0.0311393 | Time: 10385.8 ms [2021-05-29 13:57:14 main:574] : INFO : Epoch 1840 | loss: 0.0311107 | val_loss: 0.0311436 | Time: 10502.3 ms [2021-05-29 13:57:24 main:574] : INFO : Epoch 1841 | loss: 0.0311048 | val_loss: 0.0311394 | Time: 10310.8 ms [2021-05-29 13:57:34 main:574] : INFO : Epoch 1842 | loss: 0.0311042 | val_loss: 0.0311424 | Time: 9874.61 ms [2021-05-29 13:57:45 main:574] : INFO : Epoch 1843 | loss: 0.031104 | val_loss: 0.0311454 | Time: 10424.5 ms [2021-05-29 13:57:55 main:574] : INFO : Epoch 1844 | loss: 0.0311053 | val_loss: 0.031144 | Time: 9923.5 ms [2021-05-29 13:58:04 main:574] : INFO : Epoch 1845 | loss: 0.0311055 | val_loss: 0.0311449 | Time: 9573.02 ms [2021-05-29 13:58:15 main:574] : INFO : Epoch 1846 | loss: 0.0311087 | val_loss: 0.03114 | Time: 10142 ms [2021-05-29 13:58:25 main:574] : INFO : Epoch 1847 | loss: 0.0311054 | val_loss: 0.0311399 | Time: 10345.9 ms [2021-05-29 13:58:35 main:574] : INFO : Epoch 1848 | loss: 0.0311073 | val_loss: 0.031139 | Time: 10281.2 ms [2021-05-29 13:58:45 main:574] : INFO : Epoch 1849 | loss: 0.0311076 | val_loss: 0.0311367 | Time: 10135.8 ms [2021-05-29 13:58:56 main:574] : INFO : Epoch 1850 | loss: 0.0311056 | val_loss: 0.0311385 | Time: 10056.1 ms [2021-05-29 13:59:06 main:574] : INFO : Epoch 1851 | loss: 0.0311062 | val_loss: 0.0311379 | Time: 10549.8 ms [2021-05-29 13:59:17 main:574] : INFO : Epoch 1852 | loss: 0.0311099 | val_loss: 0.0311383 | Time: 10986.5 ms [2021-05-29 13:59:27 main:574] : INFO : Epoch 1853 | loss: 0.0311119 | val_loss: 0.0311398 | Time: 9658.12 ms [2021-05-29 13:59:37 main:574] : INFO : Epoch 1854 | loss: 0.0311124 | val_loss: 0.0311394 | Time: 10076.8 ms [2021-05-29 13:59:47 main:574] : INFO : Epoch 1855 | loss: 0.0311146 | val_loss: 0.0311448 | Time: 9898.16 ms [2021-05-29 13:59:57 main:574] : INFO : Epoch 1856 | loss: 0.0311177 | val_loss: 0.0311407 | Time: 10002.3 ms [2021-05-29 14:00:07 main:574] : INFO : Epoch 1857 | loss: 0.0311144 | val_loss: 0.0311385 | Time: 10094.2 ms [2021-05-29 14:00:17 main:574] : INFO : Epoch 1858 | loss: 0.0311107 | val_loss: 0.0311374 | Time: 9704.2 ms [2021-05-29 14:00:27 main:574] : INFO : Epoch 1859 | loss: 0.031108 | val_loss: 0.0311378 | Time: 9855.34 ms [2021-05-29 14:00:37 main:574] : INFO : Epoch 1860 | loss: 0.0311076 | val_loss: 0.0311413 | Time: 10679.9 ms [2021-05-29 14:00:47 main:574] : INFO : Epoch 1861 | loss: 0.0311079 | val_loss: 0.0311369 | Time: 9638.81 ms [2021-05-29 14:00:57 main:574] : INFO : Epoch 1862 | loss: 0.0311122 | val_loss: 0.0311387 | Time: 9901.4 ms [2021-05-29 14:01:07 main:574] : INFO : Epoch 1863 | loss: 0.0311092 | val_loss: 0.0311392 | Time: 10264.5 ms [2021-05-29 14:01:18 main:574] : INFO : Epoch 1864 | loss: 0.0311077 | val_loss: 0.0311392 | Time: 10065.2 ms [2021-05-29 14:01:28 main:574] : INFO : Epoch 1865 | loss: 0.031107 | val_loss: 0.0311366 | Time: 10380.1 ms [2021-05-29 14:01:38 main:574] : INFO : Epoch 1866 | loss: 0.0311062 | val_loss: 0.031137 | Time: 9726.86 ms [2021-05-29 14:01:48 main:574] : INFO : Epoch 1867 | loss: 0.0311053 | val_loss: 0.031142 | Time: 9938.83 ms [2021-05-29 14:01:57 main:574] : INFO : Epoch 1868 | loss: 0.0311063 | val_loss: 0.031146 | Time: 9549.9 ms [2021-05-29 14:02:07 main:574] : INFO : Epoch 1869 | loss: 0.0311077 | val_loss: 0.0311459 | Time: 10086.2 ms [2021-05-29 14:02:17 main:574] : INFO : Epoch 1870 | loss: 0.0311065 | val_loss: 0.0311519 | Time: 9754.92 ms [2021-05-29 14:02:27 main:574] : INFO : Epoch 1871 | loss: 0.0311076 | val_loss: 0.0311434 | Time: 9949.74 ms [2021-05-29 14:02:37 main:574] : INFO : Epoch 1872 | loss: 0.0311087 | val_loss: 0.0311414 | Time: 10054.3 ms [2021-05-29 14:02:47 main:574] : INFO : Epoch 1873 | loss: 0.0311099 | val_loss: 0.0311555 | Time: 9746.69 ms [2021-05-29 14:02:57 main:574] : INFO : Epoch 1874 | loss: 0.0311142 | val_loss: 0.0311615 | Time: 9649.73 ms [2021-05-29 14:03:07 main:574] : INFO : Epoch 1875 | loss: 0.031116 | val_loss: 0.0311438 | Time: 10411.8 ms [2021-05-29 14:03:18 main:574] : INFO : Epoch 1876 | loss: 0.0311121 | val_loss: 0.0311406 | Time: 10352.7 ms [2021-05-29 14:03:28 main:574] : INFO : Epoch 1877 | loss: 0.0311096 | val_loss: 0.0311391 | Time: 9995.51 ms [2021-05-29 14:03:38 main:574] : INFO : Epoch 1878 | loss: 0.0311136 | val_loss: 0.031142 | Time: 9950.34 ms [2021-05-29 14:03:48 main:574] : INFO : Epoch 1879 | loss: 0.0311097 | val_loss: 0.031146 | Time: 9941.63 ms [2021-05-29 14:03:58 main:574] : INFO : Epoch 1880 | loss: 0.0311102 | val_loss: 0.031143 | Time: 10106 ms [2021-05-29 14:04:08 main:574] : INFO : Epoch 1881 | loss: 0.0311052 | val_loss: 0.0311451 | Time: 10462.9 ms [2021-05-29 14:04:19 main:574] : INFO : Epoch 1882 | loss: 0.0311082 | val_loss: 0.0311437 | Time: 10156.7 ms [2021-05-29 14:04:28 main:574] : INFO : Epoch 1883 | loss: 0.0311115 | val_loss: 0.0311421 | Time: 9773.1 ms [2021-05-29 14:04:39 main:574] : INFO : Epoch 1884 | loss: 0.0311059 | val_loss: 0.0311441 | Time: 10821.2 ms [2021-05-29 14:04:49 main:574] : INFO : Epoch 1885 | loss: 0.031106 | val_loss: 0.0311434 | Time: 9782.8 ms [2021-05-29 14:04:59 main:574] : INFO : Epoch 1886 | loss: 0.0311069 | val_loss: 0.0311458 | Time: 9649.36 ms [2021-05-29 14:05:09 main:574] : INFO : Epoch 1887 | loss: 0.0311072 | val_loss: 0.0311466 | Time: 9962.66 ms [2021-05-29 14:05:20 main:574] : INFO : Epoch 1888 | loss: 0.0311074 | val_loss: 0.0311435 | Time: 10701 ms [2021-05-29 14:05:30 main:574] : INFO : Epoch 1889 | loss: 0.0311113 | val_loss: 0.0311487 | Time: 10067.3 ms [2021-05-29 14:05:39 main:574] : INFO : Epoch 1890 | loss: 0.0311062 | val_loss: 0.0311404 | Time: 9819.65 ms [2021-05-29 14:05:49 main:574] : INFO : Epoch 1891 | loss: 0.0311048 | val_loss: 0.031142 | Time: 9753.98 ms [2021-05-29 14:05:59 main:574] : INFO : Epoch 1892 | loss: 0.0311048 | val_loss: 0.0311397 | Time: 10084.9 ms [2021-05-29 14:06:10 main:574] : INFO : Epoch 1893 | loss: 0.0311079 | val_loss: 0.0311378 | Time: 10127.2 ms [2021-05-29 14:06:20 main:574] : INFO : Epoch 1894 | loss: 0.0311124 | val_loss: 0.0311424 | Time: 10458.9 ms [2021-05-29 14:06:30 main:574] : INFO : Epoch 1895 | loss: 0.0311266 | val_loss: 0.0311564 | Time: 9751.45 ms [2021-05-29 14:06:40 main:574] : INFO : Epoch 1896 | loss: 0.031134 | val_loss: 0.0311442 | Time: 9959.39 ms [2021-05-29 14:06:50 main:574] : INFO : Epoch 1897 | loss: 0.031129 | val_loss: 0.0311428 | Time: 10329.1 ms [2021-05-29 14:07:00 main:574] : INFO : Epoch 1898 | loss: 0.0311249 | val_loss: 0.0311446 | Time: 9650.37 ms [2021-05-29 14:07:11 main:574] : INFO : Epoch 1899 | loss: 0.0311235 | val_loss: 0.0311409 | Time: 10505.1 ms [2021-05-29 14:07:21 main:574] : INFO : Epoch 1900 | loss: 0.0311216 | val_loss: 0.0311426 | Time: 10008.2 ms [2021-05-29 14:07:31 main:574] : INFO : Epoch 1901 | loss: 0.0311197 | val_loss: 0.031145 | Time: 9921.85 ms [2021-05-29 14:07:42 main:574] : INFO : Epoch 1902 | loss: 0.0311193 | val_loss: 0.0311429 | Time: 10796 ms [2021-05-29 14:07:51 main:574] : INFO : Epoch 1903 | loss: 0.0311182 | val_loss: 0.0311501 | Time: 9641.72 ms [2021-05-29 14:08:02 main:574] : INFO : Epoch 1904 | loss: 0.0311182 | val_loss: 0.0311458 | Time: 10208.1 ms [2021-05-29 14:08:11 main:574] : INFO : Epoch 1905 | loss: 0.0311171 | val_loss: 0.0311403 | Time: 9842.5 ms [2021-05-29 14:08:22 main:574] : INFO : Epoch 1906 | loss: 0.0311164 | val_loss: 0.0311418 | Time: 10206.3 ms [2021-05-29 14:08:32 main:574] : INFO : Epoch 1907 | loss: 0.0311158 | val_loss: 0.0311422 | Time: 9895.81 ms [2021-05-29 14:08:41 main:574] : INFO : Epoch 1908 | loss: 0.031116 | val_loss: 0.031146 | Time: 9688.71 ms [2021-05-29 14:08:52 main:574] : INFO : Epoch 1909 | loss: 0.0311177 | val_loss: 0.0311426 | Time: 10402.5 ms [2021-05-29 14:09:02 main:574] : INFO : Epoch 1910 | loss: 0.0311164 | val_loss: 0.0311413 | Time: 10282.9 ms [2021-05-29 14:09:12 main:574] : INFO : Epoch 1911 | loss: 0.0311133 | val_loss: 0.0311441 | Time: 10010.2 ms [2021-05-29 14:09:22 main:574] : INFO : Epoch 1912 | loss: 0.0311158 | val_loss: 0.0311391 | Time: 10030.3 ms [2021-05-29 14:09:32 main:574] : INFO : Epoch 1913 | loss: 0.0311178 | val_loss: 0.0311415 | Time: 10179.8 ms [2021-05-29 14:09:42 main:574] : INFO : Epoch 1914 | loss: 0.0311136 | val_loss: 0.0311421 | Time: 9864.36 ms [2021-05-29 14:09:52 main:574] : INFO : Epoch 1915 | loss: 0.0311105 | val_loss: 0.0311411 | Time: 10029.8 ms [2021-05-29 14:10:02 main:574] : INFO : Epoch 1916 | loss: 0.0311112 | val_loss: 0.0311418 | Time: 9823.39 ms [2021-05-29 14:10:12 main:574] : INFO : Epoch 1917 | loss: 0.0311131 | val_loss: 0.0311462 | Time: 9743.63 ms [2021-05-29 14:10:21 main:574] : INFO : Epoch 1918 | loss: 0.0311135 | val_loss: 0.0311414 | Time: 9177.73 ms [2021-05-29 14:10:32 main:574] : INFO : Epoch 1919 | loss: 0.0311146 | val_loss: 0.0311437 | Time: 10113 ms [2021-05-29 14:10:41 main:574] : INFO : Epoch 1920 | loss: 0.0311123 | val_loss: 0.031143 | Time: 9680.29 ms [2021-05-29 14:10:51 main:574] : INFO : Epoch 1921 | loss: 0.0311108 | val_loss: 0.0311437 | Time: 10033.2 ms [2021-05-29 14:11:02 main:574] : INFO : Epoch 1922 | loss: 0.0311116 | val_loss: 0.0311406 | Time: 10236.9 ms [2021-05-29 14:11:11 main:574] : INFO : Epoch 1923 | loss: 0.0311119 | val_loss: 0.0311435 | Time: 9588.83 ms [2021-05-29 14:11:21 main:574] : INFO : Epoch 1924 | loss: 0.0311157 | val_loss: 0.0311507 | Time: 9689.53 ms [2021-05-29 14:11:31 main:574] : INFO : Epoch 1925 | loss: 0.0311241 | val_loss: 0.0311411 | Time: 9622.35 ms [2021-05-29 14:11:41 main:574] : INFO : Epoch 1926 | loss: 0.0311223 | val_loss: 0.0311383 | Time: 10200.2 ms [2021-05-29 14:11:51 main:574] : INFO : Epoch 1927 | loss: 0.0311214 | val_loss: 0.0311379 | Time: 10454.9 ms [2021-05-29 14:12:01 main:574] : INFO : Epoch 1928 | loss: 0.0311237 | val_loss: 0.0311423 | Time: 9655.05 ms [2021-05-29 14:12:11 main:574] : INFO : Epoch 1929 | loss: 0.0311251 | val_loss: 0.0311493 | Time: 9999.35 ms [2021-05-29 14:12:21 main:574] : INFO : Epoch 1930 | loss: 0.0311233 | val_loss: 0.0311432 | Time: 9860.23 ms [2021-05-29 14:12:31 main:574] : INFO : Epoch 1931 | loss: 0.0311211 | val_loss: 0.0311401 | Time: 10134 ms [2021-05-29 14:12:41 main:574] : INFO : Epoch 1932 | loss: 0.0311204 | val_loss: 0.0311416 | Time: 10209.8 ms [2021-05-29 14:12:52 main:574] : INFO : Epoch 1933 | loss: 0.0311193 | val_loss: 0.0311422 | Time: 10035.8 ms [2021-05-29 14:13:02 main:574] : INFO : Epoch 1934 | loss: 0.0311242 | val_loss: 0.0311416 | Time: 9977.04 ms [2021-05-29 14:13:11 main:574] : INFO : Epoch 1935 | loss: 0.031121 | val_loss: 0.0311408 | Time: 9636.97 ms [2021-05-29 14:13:22 main:574] : INFO : Epoch 1936 | loss: 0.0311198 | val_loss: 0.0311379 | Time: 10727.8 ms [2021-05-29 14:13:32 main:574] : INFO : Epoch 1937 | loss: 0.0311199 | val_loss: 0.0311405 | Time: 9854.18 ms [2021-05-29 14:13:42 main:574] : INFO : Epoch 1938 | loss: 0.0311176 | val_loss: 0.0311384 | Time: 9894.39 ms [2021-05-29 14:13:52 main:574] : INFO : Epoch 1939 | loss: 0.0311178 | val_loss: 0.0311474 | Time: 10305 ms [2021-05-29 14:14:02 main:574] : INFO : Epoch 1940 | loss: 0.0311211 | val_loss: 0.0311465 | Time: 9965.41 ms [2021-05-29 14:14:13 main:574] : INFO : Epoch 1941 | loss: 0.0311216 | val_loss: 0.0311426 | Time: 10704.4 ms [2021-05-29 14:14:24 main:574] : INFO : Epoch 1942 | loss: 0.0311183 | val_loss: 0.0311394 | Time: 10445.8 ms [2021-05-29 14:14:33 main:574] : INFO : Epoch 1943 | loss: 0.0311195 | val_loss: 0.0311419 | Time: 9153.66 ms [2021-05-29 14:14:43 main:574] : INFO : Epoch 1944 | loss: 0.0311152 | val_loss: 0.0311419 | Time: 10393 ms [2021-05-29 14:14:54 main:574] : INFO : Epoch 1945 | loss: 0.0311147 | val_loss: 0.0311421 | Time: 10280.1 ms [2021-05-29 14:15:03 main:574] : INFO : Epoch 1946 | loss: 0.0311137 | val_loss: 0.0311372 | Time: 9463.22 ms [2021-05-29 14:15:13 main:574] : INFO : Epoch 1947 | loss: 0.0311125 | val_loss: 0.0311375 | Time: 9859.82 ms [2021-05-29 14:15:24 main:574] : INFO : Epoch 1948 | loss: 0.0311133 | val_loss: 0.0311398 | Time: 10806.5 ms [2021-05-29 14:15:34 main:574] : INFO : Epoch 1949 | loss: 0.0311119 | val_loss: 0.0311445 | Time: 10128.9 ms [2021-05-29 14:15:44 main:574] : INFO : Epoch 1950 | loss: 0.031112 | val_loss: 0.031139 | Time: 9795.74 ms [2021-05-29 14:15:54 main:574] : INFO : Epoch 1951 | loss: 0.0311114 | val_loss: 0.031142 | Time: 10176 ms [2021-05-29 14:16:04 main:574] : INFO : Epoch 1952 | loss: 0.0311117 | val_loss: 0.031138 | Time: 9823.37 ms [2021-05-29 14:16:14 main:574] : INFO : Epoch 1953 | loss: 0.0311104 | val_loss: 0.0311451 | Time: 10095.4 ms [2021-05-29 14:16:23 main:574] : INFO : Epoch 1954 | loss: 0.0311112 | val_loss: 0.0311427 | Time: 9328.35 ms [2021-05-29 14:16:34 main:574] : INFO : Epoch 1955 | loss: 0.0311113 | val_loss: 0.0311409 | Time: 10172.5 ms [2021-05-29 14:16:44 main:574] : INFO : Epoch 1956 | loss: 0.0311116 | val_loss: 0.0311382 | Time: 9847.07 ms [2021-05-29 14:16:54 main:574] : INFO : Epoch 1957 | loss: 0.0311112 | val_loss: 0.03114 | Time: 10022.1 ms [2021-05-29 14:17:04 main:574] : INFO : Epoch 1958 | loss: 0.0311118 | val_loss: 0.0311411 | Time: 10293.5 ms [2021-05-29 14:17:14 main:574] : INFO : Epoch 1959 | loss: 0.0311104 | val_loss: 0.0311373 | Time: 9849.84 ms [2021-05-29 14:17:24 main:574] : INFO : Epoch 1960 | loss: 0.0311125 | val_loss: 0.0311421 | Time: 9917.61 ms [2021-05-29 14:17:34 main:574] : INFO : Epoch 1961 | loss: 0.0311121 | val_loss: 0.0311406 | Time: 10132.2 ms [2021-05-29 14:17:44 main:574] : INFO : Epoch 1962 | loss: 0.0311096 | val_loss: 0.031139 | Time: 10105.6 ms [2021-05-29 14:17:54 main:574] : INFO : Epoch 1963 | loss: 0.0311101 | val_loss: 0.0311409 | Time: 9340.02 ms [2021-05-29 14:18:04 main:574] : INFO : Epoch 1964 | loss: 0.0311146 | val_loss: 0.0311447 | Time: 9924.67 ms [2021-05-29 14:18:14 main:574] : INFO : Epoch 1965 | loss: 0.0311098 | val_loss: 0.0311384 | Time: 9985.79 ms [2021-05-29 14:18:24 main:574] : INFO : Epoch 1966 | loss: 0.0311127 | val_loss: 0.0311495 | Time: 10140.9 ms [2021-05-29 14:18:34 main:574] : INFO : Epoch 1967 | loss: 0.0311196 | val_loss: 0.0311455 | Time: 10469.7 ms [2021-05-29 14:18:44 main:574] : INFO : Epoch 1968 | loss: 0.0311154 | val_loss: 0.0311365 | Time: 9781.74 ms [2021-05-29 14:18:55 main:574] : INFO : Epoch 1969 | loss: 0.0311149 | val_loss: 0.0311379 | Time: 10575.9 ms [2021-05-29 14:19:05 main:574] : INFO : Epoch 1970 | loss: 0.031113 | val_loss: 0.031142 | Time: 9966.98 ms [2021-05-29 14:19:15 main:574] : INFO : Epoch 1971 | loss: 0.0311136 | val_loss: 0.0311448 | Time: 9975.39 ms [2021-05-29 14:19:25 main:574] : INFO : Epoch 1972 | loss: 0.0311126 | val_loss: 0.0311378 | Time: 9681.71 ms [2021-05-29 14:19:36 main:574] : INFO : Epoch 1973 | loss: 0.0311124 | val_loss: 0.0311386 | Time: 10789.6 ms [2021-05-29 14:19:46 main:574] : INFO : Epoch 1974 | loss: 0.031111 | val_loss: 0.0311412 | Time: 10282.1 ms [2021-05-29 14:19:56 main:574] : INFO : Epoch 1975 | loss: 0.031112 | val_loss: 0.0311343 | Time: 10321.7 ms [2021-05-29 14:20:07 main:574] : INFO : Epoch 1976 | loss: 0.0311136 | val_loss: 0.0311415 | Time: 10184 ms [2021-05-29 14:20:16 main:574] : INFO : Epoch 1977 | loss: 0.0311126 | val_loss: 0.0311339 | Time: 9712.03 ms [2021-05-29 14:20:27 main:574] : INFO : Epoch 1978 | loss: 0.0311095 | val_loss: 0.031138 | Time: 10358.3 ms [2021-05-29 14:20:37 main:574] : INFO : Epoch 1979 | loss: 0.0311126 | val_loss: 0.0311385 | Time: 10287.2 ms [2021-05-29 14:20:47 main:574] : INFO : Epoch 1980 | loss: 0.0311149 | val_loss: 0.031139 | Time: 9779.63 ms [2021-05-29 14:20:57 main:574] : INFO : Epoch 1981 | loss: 0.0311113 | val_loss: 0.0311386 | Time: 10150.3 ms [2021-05-29 14:21:07 main:574] : INFO : Epoch 1982 | loss: 0.0311116 | val_loss: 0.0311396 | Time: 9663.65 ms [2021-05-29 14:21:17 main:574] : INFO : Epoch 1983 | loss: 0.0311142 | val_loss: 0.0311353 | Time: 10306.3 ms [2021-05-29 14:21:27 main:574] : INFO : Epoch 1984 | loss: 0.0311125 | val_loss: 0.0311381 | Time: 10160.8 ms [2021-05-29 14:21:38 main:574] : INFO : Epoch 1985 | loss: 0.0311128 | val_loss: 0.0311436 | Time: 10029.6 ms [2021-05-29 14:21:47 main:574] : INFO : Epoch 1986 | loss: 0.0311103 | val_loss: 0.0311369 | Time: 9566.18 ms [2021-05-29 14:21:57 main:574] : INFO : Epoch 1987 | loss: 0.0311111 | val_loss: 0.0311359 | Time: 9912.13 ms [2021-05-29 14:22:07 main:574] : INFO : Epoch 1988 | loss: 0.03111 | val_loss: 0.0311408 | Time: 9942.87 ms [2021-05-29 14:22:18 main:574] : INFO : Epoch 1989 | loss: 0.031112 | val_loss: 0.0311382 | Time: 10464.9 ms [2021-05-29 14:22:28 main:574] : INFO : Epoch 1990 | loss: 0.0311111 | val_loss: 0.0311429 | Time: 10633.6 ms [2021-05-29 14:22:38 main:574] : INFO : Epoch 1991 | loss: 0.031112 | val_loss: 0.0311403 | Time: 10119 ms [2021-05-29 14:22:49 main:574] : INFO : Epoch 1992 | loss: 0.0311104 | val_loss: 0.031139 | Time: 10563.8 ms [2021-05-29 14:22:59 main:574] : INFO : Epoch 1993 | loss: 0.0311153 | val_loss: 0.031143 | Time: 9988.95 ms [2021-05-29 14:23:09 main:574] : INFO : Epoch 1994 | loss: 0.031114 | val_loss: 0.031139 | Time: 9826.84 ms [2021-05-29 14:23:19 main:574] : INFO : Epoch 1995 | loss: 0.0311121 | val_loss: 0.0311419 | Time: 10221 ms [2021-05-29 14:23:29 main:574] : INFO : Epoch 1996 | loss: 0.0311154 | val_loss: 0.0311453 | Time: 9811.27 ms [2021-05-29 14:23:39 main:574] : INFO : Epoch 1997 | loss: 0.0311147 | val_loss: 0.0311467 | Time: 10058.8 ms [2021-05-29 14:23:49 main:574] : INFO : Epoch 1998 | loss: 0.0311133 | val_loss: 0.0311411 | Time: 9568.19 ms [2021-05-29 14:24:00 main:574] : INFO : Epoch 1999 | loss: 0.0311121 | val_loss: 0.0311402 | Time: 10563.8 ms [2021-05-29 14:24:10 main:574] : INFO : Epoch 2000 | loss: 0.031113 | val_loss: 0.0311408 | Time: 10499.8 ms [2021-05-29 14:24:20 main:574] : INFO : Epoch 2001 | loss: 0.0311093 | val_loss: 0.0311543 | Time: 9697.97 ms [2021-05-29 14:24:30 main:574] : INFO : Epoch 2002 | loss: 0.0311511 | val_loss: 0.0320029 | Time: 10158.9 ms [2021-05-29 14:24:40 main:574] : INFO : Epoch 2003 | loss: 0.0499795 | val_loss: 0.032612 | Time: 9566.51 ms [2021-05-29 14:24:50 main:574] : INFO : Epoch 2004 | loss: 0.0326375 | val_loss: 0.0314287 | Time: 9852.91 ms [2021-05-29 14:25:00 main:574] : INFO : Epoch 2005 | loss: 0.0314289 | val_loss: 0.0313118 | Time: 10122.2 ms [2021-05-29 14:25:10 main:574] : INFO : Epoch 2006 | loss: 0.0312865 | val_loss: 0.0312689 | Time: 10239 ms [2021-05-29 14:25:21 main:574] : INFO : Epoch 2007 | loss: 0.0312575 | val_loss: 0.0312495 | Time: 10576.2 ms [2021-05-29 14:25:31 main:574] : INFO : Epoch 2008 | loss: 0.031244 | val_loss: 0.0312373 | Time: 9808.92 ms [2021-05-29 14:25:41 main:574] : INFO : Epoch 2009 | loss: 0.0312211 | val_loss: 0.0312093 | Time: 10361.3 ms [2021-05-29 14:25:52 main:574] : INFO : Epoch 2010 | loss: 0.0312016 | val_loss: 0.0311952 | Time: 10793 ms [2021-05-29 14:26:02 main:574] : INFO : Epoch 2011 | loss: 0.0311873 | val_loss: 0.0311861 | Time: 10338.2 ms [2021-05-29 14:26:12 main:574] : INFO : Epoch 2012 | loss: 0.0311774 | val_loss: 0.0311789 | Time: 10046.4 ms [2021-05-29 14:26:22 main:574] : INFO : Epoch 2013 | loss: 0.0311711 | val_loss: 0.0311751 | Time: 9919.23 ms [2021-05-29 14:26:32 main:574] : INFO : Epoch 2014 | loss: 0.0311663 | val_loss: 0.0311736 | Time: 9757.24 ms [2021-05-29 14:26:42 main:574] : INFO : Epoch 2015 | loss: 0.0311641 | val_loss: 0.0311706 | Time: 10030.4 ms [2021-05-29 14:26:52 main:574] : INFO : Epoch 2016 | loss: 0.0311599 | val_loss: 0.0311662 | Time: 9373.37 ms [2021-05-29 14:27:02 main:574] : INFO : Epoch 2017 | loss: 0.0311573 | val_loss: 0.031164 | Time: 10254.3 ms [2021-05-29 14:27:12 main:574] : INFO : Epoch 2018 | loss: 0.0311539 | val_loss: 0.0311623 | Time: 10024.6 ms [2021-05-29 14:27:22 main:574] : INFO : Epoch 2019 | loss: 0.0311547 | val_loss: 0.0311617 | Time: 9834.3 ms [2021-05-29 14:27:32 main:574] : INFO : Epoch 2020 | loss: 0.0311478 | val_loss: 0.0311569 | Time: 10187.9 ms [2021-05-29 14:27:42 main:574] : INFO : Epoch 2021 | loss: 0.0311457 | val_loss: 0.0311602 | Time: 10229.3 ms [2021-05-29 14:27:52 main:574] : INFO : Epoch 2022 | loss: 0.0311438 | val_loss: 0.031157 | Time: 10021 ms [2021-05-29 14:28:03 main:574] : INFO : Epoch 2023 | loss: 0.0311433 | val_loss: 0.0311573 | Time: 10042.9 ms [2021-05-29 14:28:13 main:574] : INFO : Epoch 2024 | loss: 0.0311423 | val_loss: 0.0311519 | Time: 10026.2 ms [2021-05-29 14:28:23 main:574] : INFO : Epoch 2025 | loss: 0.0311398 | val_loss: 0.0311521 | Time: 10279.1 ms [2021-05-29 14:28:33 main:574] : INFO : Epoch 2026 | loss: 0.0311398 | val_loss: 0.0311517 | Time: 9858.12 ms [2021-05-29 14:28:43 main:574] : INFO : Epoch 2027 | loss: 0.0311389 | val_loss: 0.0311561 | Time: 10479.2 ms [2021-05-29 14:28:53 main:574] : INFO : Epoch 2028 | loss: 0.0311406 | val_loss: 0.0311505 | Time: 9905.72 ms [2021-05-29 14:29:04 main:574] : INFO : Epoch 2029 | loss: 0.031137 | val_loss: 0.031157 | Time: 10172.5 ms [2021-05-29 14:29:14 main:574] : INFO : Epoch 2030 | loss: 0.0311385 | val_loss: 0.0311467 | Time: 10026.1 ms [2021-05-29 14:29:24 main:574] : INFO : Epoch 2031 | loss: 0.0311344 | val_loss: 0.0311454 | Time: 10042 ms [2021-05-29 14:29:34 main:574] : INFO : Epoch 2032 | loss: 0.0311313 | val_loss: 0.0311451 | Time: 10205.5 ms [2021-05-29 14:29:44 main:574] : INFO : Epoch 2033 | loss: 0.0311303 | val_loss: 0.0311434 | Time: 9981.41 ms [2021-05-29 14:29:54 main:574] : INFO : Epoch 2034 | loss: 0.0311284 | val_loss: 0.0311453 | Time: 10208.5 ms [2021-05-29 14:30:04 main:574] : INFO : Epoch 2035 | loss: 0.0311276 | val_loss: 0.0311481 | Time: 9949.4 ms [2021-05-29 14:30:14 main:574] : INFO : Epoch 2036 | loss: 0.0311281 | val_loss: 0.0311439 | Time: 9922.74 ms [2021-05-29 14:30:24 main:574] : INFO : Epoch 2037 | loss: 0.0311258 | val_loss: 0.0311437 | Time: 9607.46 ms [2021-05-29 14:30:34 main:574] : INFO : Epoch 2038 | loss: 0.0311262 | val_loss: 0.0311505 | Time: 9873.04 ms [2021-05-29 14:30:44 main:574] : INFO : Epoch 2039 | loss: 0.0311293 | val_loss: 0.0311451 | Time: 9834.01 ms [2021-05-29 14:30:53 main:574] : INFO : Epoch 2040 | loss: 0.0311275 | val_loss: 0.0311455 | Time: 9181.05 ms [2021-05-29 14:31:03 main:574] : INFO : Epoch 2041 | loss: 0.0311276 | val_loss: 0.0311432 | Time: 10182.4 ms [2021-05-29 14:31:13 main:574] : INFO : Epoch 2042 | loss: 0.031128 | val_loss: 0.0311425 | Time: 10109.3 ms [2021-05-29 14:31:24 main:574] : INFO : Epoch 2043 | loss: 0.0311287 | val_loss: 0.0311401 | Time: 10467.8 ms [2021-05-29 14:31:34 main:574] : INFO : Epoch 2044 | loss: 0.0311237 | val_loss: 0.0311374 | Time: 9753.11 ms [2021-05-29 14:31:44 main:574] : INFO : Epoch 2045 | loss: 0.0311252 | val_loss: 0.0311414 | Time: 10305.5 ms [2021-05-29 14:31:54 main:574] : INFO : Epoch 2046 | loss: 0.0311231 | val_loss: 0.0311423 | Time: 9761.45 ms [2021-05-29 14:32:04 main:574] : INFO : Epoch 2047 | loss: 0.0311228 | val_loss: 0.0311417 | Time: 9966.09 ms [2021-05-29 14:32:15 main:574] : INFO : Epoch 2048 | loss: 0.0311234 | val_loss: 0.03114 | Time: 10916.3 ms [2021-05-29 14:32:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03114 [2021-05-29 14:32:15 main:603] : INFO : Saving end state to config to file [2021-05-29 14:32:15 main:608] : INFO : Success, exiting.. 14:32:15 (49848): 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)