Task 5692367
| Name | ParityMachine-1624422499-16130-3_0 |
| Workunit | 3530116 |
| Created | 7 Jul 2021, 2:12:01 UTC |
| Sent | 12 Jul 2021, 4:20:22 UTC |
| Report deadline | 19 Jul 2021, 4:20:22 UTC |
| Received | 12 Jul 2021, 19:44:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7287 |
| Run time | 4 hours 59 min 15 sec |
| CPU time | 4 hours 59 min |
| 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: 0.0311318 | val_loss: 0.0311439 | Time: 8751.87 ms
[2021-07-12 20:30:23 main:574] : INFO : Epoch 1543 | loss: 0.0311293 | val_loss: 0.0311418 | Time: 8761.83 ms
[2021-07-12 20:30:32 main:574] : INFO : Epoch 1544 | loss: 0.0311291 | val_loss: 0.0311421 | Time: 8756.85 ms
[2021-07-12 20:30:40 main:574] : INFO : Epoch 1545 | loss: 0.0311281 | val_loss: 0.0311476 | Time: 8737.11 ms
[2021-07-12 20:30:49 main:574] : INFO : Epoch 1546 | loss: 0.0311297 | val_loss: 0.0311434 | Time: 8707.75 ms
[2021-07-12 20:30:58 main:574] : INFO : Epoch 1547 | loss: 0.031131 | val_loss: 0.0311435 | Time: 8651.93 ms
[2021-07-12 20:31:06 main:574] : INFO : Epoch 1548 | loss: 0.0311323 | val_loss: 0.0311498 | Time: 8726.71 ms
[2021-07-12 20:31:15 main:574] : INFO : Epoch 1549 | loss: 0.0311288 | val_loss: 0.03114 | Time: 8742.29 ms
[2021-07-12 20:31:24 main:574] : INFO : Epoch 1550 | loss: 0.0311318 | val_loss: 0.0311494 | Time: 8733.69 ms
[2021-07-12 20:31:33 main:574] : INFO : Epoch 1551 | loss: 0.0311336 | val_loss: 0.0311415 | Time: 8692.82 ms
[2021-07-12 20:31:41 main:574] : INFO : Epoch 1552 | loss: 0.0311316 | val_loss: 0.0311456 | Time: 8706.91 ms
[2021-07-12 20:31:50 main:574] : INFO : Epoch 1553 | loss: 0.0311307 | val_loss: 0.0311405 | Time: 8687.91 ms
[2021-07-12 20:31:59 main:574] : INFO : Epoch 1554 | loss: 0.0311313 | val_loss: 0.0311432 | Time: 8687.72 ms
[2021-07-12 20:32:08 main:574] : INFO : Epoch 1555 | loss: 0.0311389 | val_loss: 0.0311417 | Time: 8729.01 ms
[2021-07-12 20:32:16 main:574] : INFO : Epoch 1556 | loss: 0.031146 | val_loss: 0.031153 | Time: 8687.62 ms
[2021-07-12 20:32:25 main:574] : INFO : Epoch 1557 | loss: 0.0311372 | val_loss: 0.0311471 | Time: 8741.1 ms
[2021-07-12 20:32:34 main:574] : INFO : Epoch 1558 | loss: 0.031135 | val_loss: 0.0311398 | Time: 8704.77 ms
[2021-07-12 20:32:42 main:574] : INFO : Epoch 1559 | loss: 0.0311369 | val_loss: 0.0311571 | Time: 8666.78 ms
[2021-07-12 20:32:51 main:574] : INFO : Epoch 1560 | loss: 0.0311361 | val_loss: 0.0311501 | Time: 8697.7 ms
[2021-07-12 20:33:00 main:574] : INFO : Epoch 1561 | loss: 0.0311461 | val_loss: 0.0311555 | Time: 8690.44 ms
[2021-07-12 20:33:08 main:574] : INFO : Epoch 1562 | loss: 0.0311333 | val_loss: 0.0311468 | Time: 8675.34 ms
[2021-07-12 20:33:17 main:574] : INFO : Epoch 1563 | loss: 0.0311298 | val_loss: 0.0311423 | Time: 8695.03 ms
[2021-07-12 20:33:26 main:574] : INFO : Epoch 1564 | loss: 0.0311289 | val_loss: 0.0311471 | Time: 8660.61 ms
[2021-07-12 20:33:35 main:574] : INFO : Epoch 1565 | loss: 0.0311274 | val_loss: 0.0311438 | Time: 8695.8 ms
[2021-07-12 20:33:43 main:574] : INFO : Epoch 1566 | loss: 0.03113 | val_loss: 0.0311418 | Time: 8680.99 ms
[2021-07-12 20:33:52 main:574] : INFO : Epoch 1567 | loss: 0.0311291 | val_loss: 0.0311422 | Time: 8696.93 ms
[2021-07-12 20:34:01 main:574] : INFO : Epoch 1568 | loss: 0.0311327 | val_loss: 0.0311377 | Time: 8724.71 ms
[2021-07-12 20:34:09 main:574] : INFO : Epoch 1569 | loss: 0.0311312 | val_loss: 0.0311387 | Time: 8707.47 ms
[2021-07-12 20:34:18 main:574] : INFO : Epoch 1570 | loss: 0.0311293 | val_loss: 0.031146 | Time: 8718.04 ms
[2021-07-12 20:34:27 main:574] : INFO : Epoch 1571 | loss: 0.0311298 | val_loss: 0.0311395 | Time: 8707.27 ms
[2021-07-12 20:34:36 main:574] : INFO : Epoch 1572 | loss: 0.031127 | val_loss: 0.0311395 | Time: 8716.53 ms
[2021-07-12 20:34:44 main:574] : INFO : Epoch 1573 | loss: 0.0311285 | val_loss: 0.0311413 | Time: 8723.37 ms
[2021-07-12 20:34:53 main:574] : INFO : Epoch 1574 | loss: 0.0311329 | val_loss: 0.0311479 | Time: 8714.52 ms
[2021-07-12 20:35:02 main:574] : INFO : Epoch 1575 | loss: 0.0311347 | val_loss: 0.031153 | Time: 8730.34 ms
[2021-07-12 20:35:11 main:574] : INFO : Epoch 1576 | loss: 0.0311339 | val_loss: 0.0311432 | Time: 8750.68 ms
[2021-07-12 20:35:19 main:574] : INFO : Epoch 1577 | loss: 0.0311298 | val_loss: 0.0311388 | Time: 8752.95 ms
[2021-07-12 20:35:28 main:574] : INFO : Epoch 1578 | loss: 0.0311322 | val_loss: 0.0311433 | Time: 8726.11 ms
[2021-07-12 20:35:37 main:574] : INFO : Epoch 1579 | loss: 0.03113 | val_loss: 0.0311443 | Time: 8768.78 ms
[2021-07-12 20:35:46 main:574] : INFO : Epoch 1580 | loss: 0.0311325 | val_loss: 0.0311388 | Time: 8734.03 ms
[2021-07-12 20:35:54 main:574] : INFO : Epoch 1581 | loss: 0.0311278 | val_loss: 0.031142 | Time: 8761.23 ms
[2021-07-12 20:36:03 main:574] : INFO : Epoch 1582 | loss: 0.0311307 | val_loss: 0.0311433 | Time: 8746.87 ms
[2021-07-12 20:36:12 main:574] : INFO : Epoch 1583 | loss: 0.0311334 | val_loss: 0.0311531 | Time: 8769.67 ms
[2021-07-12 20:36:21 main:574] : INFO : Epoch 1584 | loss: 0.031133 | val_loss: 0.0311423 | Time: 8763.49 ms
[2021-07-12 20:36:29 main:574] : INFO : Epoch 1585 | loss: 0.0311298 | val_loss: 0.0311415 | Time: 8729.82 ms
[2021-07-12 20:36:38 main:574] : INFO : Epoch 1586 | loss: 0.0311313 | val_loss: 0.0311429 | Time: 8696.76 ms
[2021-07-12 20:36:47 main:574] : INFO : Epoch 1587 | loss: 0.03113 | val_loss: 0.0311406 | Time: 8717.65 ms
[2021-07-12 20:36:55 main:574] : INFO : Epoch 1588 | loss: 0.0311299 | val_loss: 0.0311398 | Time: 8722.61 ms
[2021-07-12 20:37:04 main:574] : INFO : Epoch 1589 | loss: 0.0311264 | val_loss: 0.0311429 | Time: 8749.78 ms
[2021-07-12 20:37:13 main:574] : INFO : Epoch 1590 | loss: 0.0311363 | val_loss: 0.0311503 | Time: 8738.13 ms
[2021-07-12 20:37:22 main:574] : INFO : Epoch 1591 | loss: 0.0311274 | val_loss: 0.0311398 | Time: 8726.39 ms
[2021-07-12 20:37:30 main:574] : INFO : Epoch 1592 | loss: 0.0311266 | val_loss: 0.0311416 | Time: 8702.62 ms
[2021-07-12 20:37:39 main:574] : INFO : Epoch 1593 | loss: 0.0311258 | val_loss: 0.0311417 | Time: 8708.71 ms
[2021-07-12 20:37:48 main:574] : INFO : Epoch 1594 | loss: 0.0311276 | val_loss: 0.0311412 | Time: 8674.09 ms
[2021-07-12 20:37:57 main:574] : INFO : Epoch 1595 | loss: 0.0311277 | val_loss: 0.0311447 | Time: 8673.71 ms
[2021-07-12 20:38:05 main:574] : INFO : Epoch 1596 | loss: 0.0311286 | val_loss: 0.0311378 | Time: 8724.2 ms
[2021-07-12 20:38:14 main:574] : INFO : Epoch 1597 | loss: 0.0311299 | val_loss: 0.0311399 | Time: 8699.96 ms
[2021-07-12 20:38:23 main:574] : INFO : Epoch 1598 | loss: 0.031129 | val_loss: 0.0311414 | Time: 8675.5 ms
[2021-07-12 20:38:31 main:574] : INFO : Epoch 1599 | loss: 0.0311291 | val_loss: 0.0311449 | Time: 8709.81 ms
[2021-07-12 20:38:40 main:574] : INFO : Epoch 1600 | loss: 0.0311279 | val_loss: 0.0311426 | Time: 8740.94 ms
[2021-07-12 20:38:49 main:574] : INFO : Epoch 1601 | loss: 0.0311298 | val_loss: 0.0311452 | Time: 8734.65 ms
[2021-07-12 20:38:58 main:574] : INFO : Epoch 1602 | loss: 0.0311293 | val_loss: 0.031146 | Time: 8709.86 ms
[2021-07-12 20:39:06 main:574] : INFO : Epoch 1603 | loss: 0.0311283 | val_loss: 0.0311427 | Time: 8699.32 ms
[2021-07-12 20:39:15 main:574] : INFO : Epoch 1604 | loss: 0.0311259 | val_loss: 0.03114 | Time: 8744.31 ms
[2021-07-12 20:39:24 main:574] : INFO : Epoch 1605 | loss: 0.0311282 | val_loss: 0.0311456 | Time: 8693.34 ms
[2021-07-12 20:39:32 main:574] : INFO : Epoch 1606 | loss: 0.0311323 | val_loss: 0.0311502 | Time: 8708.9 ms
[2021-07-12 20:39:41 main:574] : INFO : Epoch 1607 | loss: 0.0311315 | val_loss: 0.0311375 | Time: 8768.49 ms
[2021-07-12 20:39:50 main:574] : INFO : Epoch 1608 | loss: 0.0311308 | val_loss: 0.0311408 | Time: 8753.77 ms
[2021-07-12 20:39:59 main:574] : INFO : Epoch 1609 | loss: 0.0311298 | val_loss: 0.0311447 | Time: 8721.49 ms
[2021-07-12 20:40:07 main:574] : INFO : Epoch 1610 | loss: 0.0311289 | val_loss: 0.031152 | Time: 8743.89 ms
[2021-07-12 20:40:16 main:574] : INFO : Epoch 1611 | loss: 0.0311266 | val_loss: 0.0311434 | Time: 8705.8 ms
[2021-07-12 20:40:25 main:574] : INFO : Epoch 1612 | loss: 0.0311285 | val_loss: 0.0311547 | Time: 8731.1 ms
[2021-07-12 20:40:34 main:574] : INFO : Epoch 1613 | loss: 0.0311326 | val_loss: 0.0311501 | Time: 8721.16 ms
[2021-07-12 20:40:42 main:574] : INFO : Epoch 1614 | loss: 0.0311367 | val_loss: 0.031145 | Time: 8688.45 ms
[2021-07-12 20:40:51 main:574] : INFO : Epoch 1615 | loss: 0.0311301 | val_loss: 0.0311438 | Time: 8704.46 ms
[2021-07-12 20:41:00 main:574] : INFO : Epoch 1616 | loss: 0.0311251 | val_loss: 0.0311451 | Time: 8768.93 ms
[2021-07-12 20:41:09 main:574] : INFO : Epoch 1617 | loss: 0.0311261 | val_loss: 0.0311401 | Time: 8727.47 ms
[2021-07-12 20:41:17 main:574] : INFO : Epoch 1618 | loss: 0.0311249 | val_loss: 0.0311395 | Time: 8757.25 ms
[2021-07-12 20:41:26 main:574] : INFO : Epoch 1619 | loss: 0.0311262 | val_loss: 0.03114 | Time: 8751.48 ms
[2021-07-12 20:41:35 main:574] : INFO : Epoch 1620 | loss: 0.0311244 | val_loss: 0.0311443 | Time: 8743.58 ms
[2021-07-12 20:41:44 main:574] : INFO : Epoch 1621 | loss: 0.0311248 | val_loss: 0.0311468 | Time: 8742.2 ms
[2021-07-12 20:41:52 main:574] : INFO : Epoch 1622 | loss: 0.0311264 | val_loss: 0.0311412 | Time: 8736.26 ms
[2021-07-12 20:42:01 main:574] : INFO : Epoch 1623 | loss: 0.0311246 | val_loss: 0.0311474 | Time: 8745.22 ms
[2021-07-12 20:42:10 main:574] : INFO : Epoch 1624 | loss: 0.0311257 | val_loss: 0.0311418 | Time: 8708.54 ms
[2021-07-12 20:42:19 main:574] : INFO : Epoch 1625 | loss: 0.0311291 | val_loss: 0.0311399 | Time: 8750.76 ms
[2021-07-12 20:42:27 main:574] : INFO : Epoch 1626 | loss: 0.031125 | val_loss: 0.031138 | Time: 8706.49 ms
[2021-07-12 20:42:36 main:574] : INFO : Epoch 1627 | loss: 0.031125 | val_loss: 0.031148 | Time: 8752.87 ms
[2021-07-12 20:42:45 main:574] : INFO : Epoch 1628 | loss: 0.031125 | val_loss: 0.0311418 | Time: 8738.55 ms
[2021-07-12 20:42:54 main:574] : INFO : Epoch 1629 | loss: 0.0311352 | val_loss: 0.0311484 | Time: 8742.03 ms
[2021-07-12 20:43:02 main:574] : INFO : Epoch 1630 | loss: 0.031138 | val_loss: 0.0311399 | Time: 8748.57 ms
[2021-07-12 20:43:11 main:574] : INFO : Epoch 1631 | loss: 0.0311342 | val_loss: 0.0311387 | Time: 8726.01 ms
[2021-07-12 20:43:20 main:574] : INFO : Epoch 1632 | loss: 0.0311311 | val_loss: 0.031142 | Time: 8759.39 ms
[2021-07-12 20:43:29 main:574] : INFO : Epoch 1633 | loss: 0.0311293 | val_loss: 0.0311433 | Time: 8751.13 ms
[2021-07-12 20:43:37 main:574] : INFO : Epoch 1634 | loss: 0.0311329 | val_loss: 0.0311396 | Time: 8715.77 ms
[2021-07-12 20:43:46 main:574] : INFO : Epoch 1635 | loss: 0.0311309 | val_loss: 0.0311528 | Time: 8740.05 ms
[2021-07-12 20:43:55 main:574] : INFO : Epoch 1636 | loss: 0.031131 | val_loss: 0.0311395 | Time: 8715.45 ms
[2021-07-12 20:44:03 main:574] : INFO : Epoch 1637 | loss: 0.0311275 | val_loss: 0.0311388 | Time: 8702.46 ms
[2021-07-12 20:44:12 main:574] : INFO : Epoch 1638 | loss: 0.0311305 | val_loss: 0.0311392 | Time: 8739.55 ms
[2021-07-12 20:44:21 main:574] : INFO : Epoch 1639 | loss: 0.031126 | val_loss: 0.0311541 | Time: 8693.32 ms
[2021-07-12 20:44:30 main:574] : INFO : Epoch 1640 | loss: 0.0311284 | val_loss: 0.0311394 | Time: 8689.93 ms
[2021-07-12 20:44:38 main:574] : INFO : Epoch 1641 | loss: 0.0311278 | val_loss: 0.0311444 | Time: 8704.93 ms
[2021-07-12 20:44:47 main:574] : INFO : Epoch 1642 | loss: 0.0311288 | val_loss: 0.0311397 | Time: 8698.48 ms
[2021-07-12 20:44:56 main:574] : INFO : Epoch 1643 | loss: 0.0311283 | val_loss: 0.0311455 | Time: 8708.6 ms
[2021-07-12 20:45:04 main:574] : INFO : Epoch 1644 | loss: 0.0311356 | val_loss: 0.0311416 | Time: 8728.77 ms
[2021-07-12 20:45:13 main:574] : INFO : Epoch 1645 | loss: 0.0311294 | val_loss: 0.0311409 | Time: 8708.15 ms
[2021-07-12 20:45:22 main:574] : INFO : Epoch 1646 | loss: 0.03113 | val_loss: 0.0311487 | Time: 8700.81 ms
[2021-07-12 20:45:31 main:574] : INFO : Epoch 1647 | loss: 0.0311278 | val_loss: 0.0311411 | Time: 8685.51 ms
[2021-07-12 20:45:39 main:574] : INFO : Epoch 1648 | loss: 0.031123 | val_loss: 0.0311409 | Time: 8705.8 ms
[2021-07-12 20:45:48 main:574] : INFO : Epoch 1649 | loss: 0.0311251 | val_loss: 0.0311422 | Time: 8692.94 ms
[2021-07-12 20:45:57 main:574] : INFO : Epoch 1650 | loss: 0.031131 | val_loss: 0.0311618 | Time: 8753.62 ms
[2021-07-12 20:46:05 main:574] : INFO : Epoch 1651 | loss: 0.0311351 | val_loss: 0.0311415 | Time: 8728.43 ms
[2021-07-12 20:46:14 main:574] : INFO : Epoch 1652 | loss: 0.0311379 | val_loss: 0.0311404 | Time: 8744.71 ms
[2021-07-12 20:46:23 main:574] : INFO : Epoch 1653 | loss: 0.0311278 | val_loss: 0.0311373 | Time: 8723.53 ms
[2021-07-12 20:46:32 main:574] : INFO : Epoch 1654 | loss: 0.0311314 | val_loss: 0.031139 | Time: 8710.35 ms
[2021-07-12 20:46:40 main:574] : INFO : Epoch 1655 | loss: 0.0311258 | val_loss: 0.0311519 | Time: 8692.5 ms
[2021-07-12 20:46:49 main:574] : INFO : Epoch 1656 | loss: 0.0311296 | val_loss: 0.0311445 | Time: 8719.17 ms
[2021-07-12 20:46:58 main:574] : INFO : Epoch 1657 | loss: 0.0311297 | val_loss: 0.0311403 | Time: 8734.29 ms
[2021-07-12 20:47:07 main:574] : INFO : Epoch 1658 | loss: 0.0311262 | val_loss: 0.0311423 | Time: 8757.46 ms
[2021-07-12 20:47:15 main:574] : INFO : Epoch 1659 | loss: 0.0311277 | val_loss: 0.0311398 | Time: 8730.66 ms
[2021-07-12 20:47:24 main:574] : INFO : Epoch 1660 | loss: 0.0311227 | val_loss: 0.0311418 | Time: 8737.38 ms
[2021-07-12 20:47:33 main:574] : INFO : Epoch 1661 | loss: 0.0311261 | val_loss: 0.0311564 | Time: 8759.49 ms
[2021-07-12 20:47:42 main:574] : INFO : Epoch 1662 | loss: 0.0311306 | val_loss: 0.0311509 | Time: 8747.89 ms
[2021-07-12 20:47:50 main:574] : INFO : Epoch 1663 | loss: 0.031132 | val_loss: 0.0311424 | Time: 8745.28 ms
[2021-07-12 20:47:59 main:574] : INFO : Epoch 1664 | loss: 0.0311267 | val_loss: 0.0311401 | Time: 8742.98 ms
[2021-07-12 20:48:08 main:574] : INFO : Epoch 1665 | loss: 0.0311235 | val_loss: 0.0311439 | Time: 8770.82 ms
[2021-07-12 20:48:17 main:574] : INFO : Epoch 1666 | loss: 0.0311235 | val_loss: 0.0311455 | Time: 8766.7 ms
[2021-07-12 20:48:25 main:574] : INFO : Epoch 1667 | loss: 0.0311242 | val_loss: 0.0311484 | Time: 8754.22 ms
[2021-07-12 20:48:34 main:574] : INFO : Epoch 1668 | loss: 0.0311249 | val_loss: 0.0311495 | Time: 8733.1 ms
[2021-07-12 20:48:43 main:574] : INFO : Epoch 1669 | loss: 0.0311286 | val_loss: 0.0311427 | Time: 8765.56 ms
[2021-07-12 20:48:52 main:574] : INFO : Epoch 1670 | loss: 0.0311248 | val_loss: 0.0311478 | Time: 8762.18 ms
[2021-07-12 20:49:00 main:574] : INFO : Epoch 1671 | loss: 0.0311309 | val_loss: 0.0311533 | Time: 8781.26 ms
[2021-07-12 20:49:09 main:574] : INFO : Epoch 1672 | loss: 0.0311291 | val_loss: 0.0311633 | Time: 8738.12 ms
[2021-07-12 20:49:18 main:574] : INFO : Epoch 1673 | loss: 0.0311298 | val_loss: 0.0311413 | Time: 8746.03 ms
[2021-07-12 20:49:27 main:574] : INFO : Epoch 1674 | loss: 0.0311218 | val_loss: 0.0311405 | Time: 8750.7 ms
[2021-07-12 20:49:35 main:574] : INFO : Epoch 1675 | loss: 0.0311289 | val_loss: 0.0311546 | Time: 8754.67 ms
[2021-07-12 20:49:44 main:574] : INFO : Epoch 1676 | loss: 0.0311316 | val_loss: 0.0311399 | Time: 8737.64 ms
[2021-07-12 20:49:53 main:574] : INFO : Epoch 1677 | loss: 0.0311277 | val_loss: 0.0311416 | Time: 8740.1 ms
[2021-07-12 20:50:02 main:574] : INFO : Epoch 1678 | loss: 0.031128 | val_loss: 0.0311497 | Time: 8730.26 ms
[2021-07-12 20:50:10 main:574] : INFO : Epoch 1679 | loss: 0.031125 | val_loss: 0.0311394 | Time: 8729.94 ms
[2021-07-12 20:50:19 main:574] : INFO : Epoch 1680 | loss: 0.0311258 | val_loss: 0.0311419 | Time: 8723.48 ms
[2021-07-12 20:50:28 main:574] : INFO : Epoch 1681 | loss: 0.0311239 | val_loss: 0.0311388 | Time: 8729.03 ms
[2021-07-12 20:50:37 main:574] : INFO : Epoch 1682 | loss: 0.0311255 | val_loss: 0.0311406 | Time: 8723.02 ms
[2021-07-12 20:50:45 main:574] : INFO : Epoch 1683 | loss: 0.0311227 | val_loss: 0.0311419 | Time: 8713.38 ms
[2021-07-12 20:50:54 main:574] : INFO : Epoch 1684 | loss: 0.0311225 | val_loss: 0.0311403 | Time: 8724.43 ms
[2021-07-12 20:51:03 main:574] : INFO : Epoch 1685 | loss: 0.0311268 | val_loss: 0.0311476 | Time: 8682.74 ms
[2021-07-12 20:51:12 main:574] : INFO : Epoch 1686 | loss: 0.0311305 | val_loss: 0.0311395 | Time: 8719.65 ms
[2021-07-12 20:51:20 main:574] : INFO : Epoch 1687 | loss: 0.0311304 | val_loss: 0.0311536 | Time: 8697.61 ms
[2021-07-12 20:51:29 main:574] : INFO : Epoch 1688 | loss: 0.0311341 | val_loss: 0.0311498 | Time: 8706.74 ms
[2021-07-12 20:51:38 main:574] : INFO : Epoch 1689 | loss: 0.0311277 | val_loss: 0.031144 | Time: 8747.66 ms
[2021-07-12 20:51:46 main:574] : INFO : Epoch 1690 | loss: 0.0311339 | val_loss: 0.0311433 | Time: 8741.44 ms
[2021-07-12 20:51:55 main:574] : INFO : Epoch 1691 | loss: 0.0311243 | val_loss: 0.0311461 | Time: 8740.24 ms
[2021-07-12 20:52:04 main:574] : INFO : Epoch 1692 | loss: 0.0311255 | val_loss: 0.0311602 | Time: 8729.94 ms
[2021-07-12 20:52:13 main:574] : INFO : Epoch 1693 | loss: 0.0311309 | val_loss: 0.0311449 | Time: 8736.29 ms
[2021-07-12 20:52:21 main:574] : INFO : Epoch 1694 | loss: 0.0311291 | val_loss: 0.0311403 | Time: 8739.25 ms
[2021-07-12 20:52:30 main:574] : INFO : Epoch 1695 | loss: 0.0311236 | val_loss: 0.0311415 | Time: 8719.72 ms
[2021-07-12 20:52:39 main:574] : INFO : Epoch 1696 | loss: 0.0311256 | val_loss: 0.031145 | Time: 8688.33 ms
[2021-07-12 20:52:48 main:574] : INFO : Epoch 1697 | loss: 0.0311245 | val_loss: 0.031141 | Time: 8714 ms
[2021-07-12 20:52:56 main:574] : INFO : Epoch 1698 | loss: 0.0311262 | val_loss: 0.0311402 | Time: 8720.4 ms
[2021-07-12 20:53:05 main:574] : INFO : Epoch 1699 | loss: 0.0311235 | val_loss: 0.0311405 | Time: 8718.9 ms
[2021-07-12 20:53:14 main:574] : INFO : Epoch 1700 | loss: 0.0311237 | val_loss: 0.0311509 | Time: 8749.23 ms
[2021-07-12 20:53:22 main:574] : INFO : Epoch 1701 | loss: 0.0311248 | val_loss: 0.0311437 | Time: 8720.77 ms
[2021-07-12 20:53:31 main:574] : INFO : Epoch 1702 | loss: 0.0311221 | val_loss: 0.0311434 | Time: 8743.66 ms
[2021-07-12 20:53:40 main:574] : INFO : Epoch 1703 | loss: 0.0311233 | val_loss: 0.0311405 | Time: 8716.08 ms
[2021-07-12 20:53:49 main:574] : INFO : Epoch 1704 | loss: 0.0311231 | val_loss: 0.0311402 | Time: 8732.99 ms
[2021-07-12 20:53:57 main:574] : INFO : Epoch 1705 | loss: 0.0311235 | val_loss: 0.0311418 | Time: 8688.65 ms
[2021-07-12 20:54:06 main:574] : INFO : Epoch 1706 | loss: 0.0311217 | val_loss: 0.03115 | Time: 8721.53 ms
[2021-07-12 20:54:15 main:574] : INFO : Epoch 1707 | loss: 0.0311233 | val_loss: 0.0311425 | Time: 8679.97 ms
[2021-07-12 20:54:24 main:574] : INFO : Epoch 1708 | loss: 0.0311223 | val_loss: 0.0311421 | Time: 8729.46 ms
[2021-07-12 20:54:32 main:574] : INFO : Epoch 1709 | loss: 0.0311234 | val_loss: 0.0311574 | Time: 8722.79 ms
[2021-07-12 20:54:41 main:574] : INFO : Epoch 1710 | loss: 0.0311272 | val_loss: 0.0311416 | Time: 8764.22 ms
[2021-07-12 20:54:50 main:574] : INFO : Epoch 1711 | loss: 0.0311234 | val_loss: 0.0311454 | Time: 8747.29 ms
[2021-07-12 20:54:59 main:574] : INFO : Epoch 1712 | loss: 0.0311226 | val_loss: 0.0311519 | Time: 8724.72 ms
[2021-07-12 20:55:07 main:574] : INFO : Epoch 1713 | loss: 0.031124 | val_loss: 0.031148 | Time: 8705.43 ms
[2021-07-12 20:55:16 main:574] : INFO : Epoch 1714 | loss: 0.0311246 | val_loss: 0.0311484 | Time: 8698.11 ms
[2021-07-12 20:55:25 main:574] : INFO : Epoch 1715 | loss: 0.0311316 | val_loss: 0.0311414 | Time: 8696.69 ms
[2021-07-12 20:55:33 main:574] : INFO : Epoch 1716 | loss: 0.0311224 | val_loss: 0.0311413 | Time: 8715.9 ms
[2021-07-12 20:55:42 main:574] : INFO : Epoch 1717 | loss: 0.0311295 | val_loss: 0.0311611 | Time: 8678.28 ms
[2021-07-12 20:55:51 main:574] : INFO : Epoch 1718 | loss: 0.0311253 | val_loss: 0.0311424 | Time: 8693.04 ms
[2021-07-12 20:55:59 main:574] : INFO : Epoch 1719 | loss: 0.0311226 | val_loss: 0.0311429 | Time: 8702.04 ms
[2021-07-12 20:56:08 main:574] : INFO : Epoch 1720 | loss: 0.0311215 | val_loss: 0.0311409 | Time: 8710.73 ms
[2021-07-12 20:56:17 main:574] : INFO : Epoch 1721 | loss: 0.0311226 | val_loss: 0.0311453 | Time: 8741.39 ms
[2021-07-12 20:56:26 main:574] : INFO : Epoch 1722 | loss: 0.031136 | val_loss: 0.0311483 | Time: 8727.86 ms
[2021-07-12 20:56:34 main:574] : INFO : Epoch 1723 | loss: 0.0311414 | val_loss: 0.0311497 | Time: 8712.97 ms
[2021-07-12 20:56:43 main:574] : INFO : Epoch 1724 | loss: 0.0311389 | val_loss: 0.0311469 | Time: 8705.17 ms
[2021-07-12 20:56:52 main:574] : INFO : Epoch 1725 | loss: 0.0311366 | val_loss: 0.0311444 | Time: 8703.16 ms
[2021-07-12 20:57:01 main:574] : INFO : Epoch 1726 | loss: 0.0311353 | val_loss: 0.0311471 | Time: 8717.72 ms
[2021-07-12 20:57:09 main:574] : INFO : Epoch 1727 | loss: 0.0311321 | val_loss: 0.0311469 | Time: 8693.51 ms
[2021-07-12 20:57:18 main:574] : INFO : Epoch 1728 | loss: 0.0311349 | val_loss: 0.031143 | Time: 8723.34 ms
[2021-07-12 20:57:27 main:574] : INFO : Epoch 1729 | loss: 0.0311324 | val_loss: 0.0311462 | Time: 8711.45 ms
[2021-07-12 20:57:35 main:574] : INFO : Epoch 1730 | loss: 0.0311456 | val_loss: 0.0311466 | Time: 8727.93 ms
[2021-07-12 20:57:44 main:574] : INFO : Epoch 1731 | loss: 0.0311368 | val_loss: 0.0311461 | Time: 8720.72 ms
[2021-07-12 20:57:53 main:574] : INFO : Epoch 1732 | loss: 0.0311291 | val_loss: 0.0311446 | Time: 8688.99 ms
[2021-07-12 20:58:02 main:574] : INFO : Epoch 1733 | loss: 0.0311295 | val_loss: 0.0311436 | Time: 8758.35 ms
[2021-07-12 20:58:10 main:574] : INFO : Epoch 1734 | loss: 0.03113 | val_loss: 0.0311437 | Time: 8770.4 ms
[2021-07-12 20:58:19 main:574] : INFO : Epoch 1735 | loss: 0.0311299 | val_loss: 0.0311427 | Time: 8788.19 ms
[2021-07-12 20:58:28 main:574] : INFO : Epoch 1736 | loss: 0.0311278 | val_loss: 0.0311443 | Time: 8787.94 ms
[2021-07-12 20:58:37 main:574] : INFO : Epoch 1737 | loss: 0.0311288 | val_loss: 0.0311449 | Time: 8782.81 ms
[2021-07-12 20:58:45 main:574] : INFO : Epoch 1738 | loss: 0.0311348 | val_loss: 0.0311474 | Time: 8740.85 ms
[2021-07-12 20:58:54 main:574] : INFO : Epoch 1739 | loss: 0.0311296 | val_loss: 0.0311399 | Time: 8754.4 ms
[2021-07-12 20:59:03 main:574] : INFO : Epoch 1740 | loss: 0.0311271 | val_loss: 0.0311432 | Time: 8706.37 ms
[2021-07-12 20:59:12 main:574] : INFO : Epoch 1741 | loss: 0.0311283 | val_loss: 0.0311422 | Time: 8744.22 ms
[2021-07-12 20:59:20 main:574] : INFO : Epoch 1742 | loss: 0.03113 | val_loss: 0.0311416 | Time: 8708.7 ms
[2021-07-12 20:59:29 main:574] : INFO : Epoch 1743 | loss: 0.0311335 | val_loss: 0.0311454 | Time: 8710.87 ms
[2021-07-12 20:59:38 main:574] : INFO : Epoch 1744 | loss: 0.0311314 | val_loss: 0.0311525 | Time: 8729.08 ms
[2021-07-12 20:59:47 main:574] : INFO : Epoch 1745 | loss: 0.0311348 | val_loss: 0.0311425 | Time: 8710.7 ms
[2021-07-12 20:59:55 main:574] : INFO : Epoch 1746 | loss: 0.031131 | val_loss: 0.0311425 | Time: 8692.53 ms
[2021-07-12 21:00:04 main:574] : INFO : Epoch 1747 | loss: 0.0311328 | val_loss: 0.0311491 | Time: 8710.07 ms
[2021-07-12 21:00:13 main:574] : INFO : Epoch 1748 | loss: 0.0311355 | val_loss: 0.031157 | Time: 8711.63 ms
[2021-07-12 21:00:21 main:574] : INFO : Epoch 1749 | loss: 0.0311374 | val_loss: 0.0311483 | Time: 8718.1 ms
[2021-07-12 21:00:30 main:574] : INFO : Epoch 1750 | loss: 0.0311462 | val_loss: 0.0311844 | Time: 8726.38 ms
[2021-07-12 21:00:39 main:574] : INFO : Epoch 1751 | loss: 0.046344 | val_loss: 0.0657552 | Time: 8719.9 ms
[2021-07-12 21:00:48 main:574] : INFO : Epoch 1752 | loss: 0.0400139 | val_loss: 0.0328502 | Time: 8735.58 ms
[2021-07-12 21:00:56 main:574] : INFO : Epoch 1753 | loss: 0.0318648 | val_loss: 0.0315266 | Time: 8712.5 ms
[2021-07-12 21:01:05 main:574] : INFO : Epoch 1754 | loss: 0.0313256 | val_loss: 0.0312835 | Time: 8722.71 ms
[2021-07-12 21:01:14 main:574] : INFO : Epoch 1755 | loss: 0.0312419 | val_loss: 0.0312148 | Time: 8751.39 ms
[2021-07-12 21:01:23 main:574] : INFO : Epoch 1756 | loss: 0.0312102 | val_loss: 0.0312052 | Time: 8760.15 ms
[2021-07-12 21:01:31 main:574] : INFO : Epoch 1757 | loss: 0.0312038 | val_loss: 0.0311997 | Time: 8743.32 ms
[2021-07-12 21:01:40 main:574] : INFO : Epoch 1758 | loss: 0.0311986 | val_loss: 0.0311968 | Time: 8756.09 ms
[2021-07-12 21:01:49 main:574] : INFO : Epoch 1759 | loss: 0.0311947 | val_loss: 0.0311931 | Time: 8727.95 ms
[2021-07-12 21:01:58 main:574] : INFO : Epoch 1760 | loss: 0.031192 | val_loss: 0.0311884 | Time: 8764.68 ms
[2021-07-12 21:02:06 main:574] : INFO : Epoch 1761 | loss: 0.031187 | val_loss: 0.0311868 | Time: 8772.25 ms
[2021-07-12 21:02:15 main:574] : INFO : Epoch 1762 | loss: 0.0311847 | val_loss: 0.0311878 | Time: 8740.39 ms
[2021-07-12 21:02:24 main:574] : INFO : Epoch 1763 | loss: 0.0311828 | val_loss: 0.0311835 | Time: 8705.6 ms
[2021-07-12 21:02:33 main:574] : INFO : Epoch 1764 | loss: 0.0311786 | val_loss: 0.0311791 | Time: 8720.91 ms
[2021-07-12 21:02:41 main:574] : INFO : Epoch 1765 | loss: 0.0311749 | val_loss: 0.0311783 | Time: 8780 ms
[2021-07-12 21:02:50 main:574] : INFO : Epoch 1766 | loss: 0.0311735 | val_loss: 0.0311784 | Time: 8719.2 ms
[2021-07-12 21:02:59 main:574] : INFO : Epoch 1767 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 8718.64 ms
[2021-07-12 21:03:08 main:574] : INFO : Epoch 1768 | loss: 0.031173 | val_loss: 0.0311738 | Time: 8723.62 ms
[2021-07-12 21:03:16 main:574] : INFO : Epoch 1769 | loss: 0.0311718 | val_loss: 0.0311732 | Time: 8734.27 ms
[2021-07-12 21:03:25 main:574] : INFO : Epoch 1770 | loss: 0.0311712 | val_loss: 0.0311737 | Time: 8758.31 ms
[2021-07-12 21:03:34 main:574] : INFO : Epoch 1771 | loss: 0.0311742 | val_loss: 0.0311727 | Time: 8717.1 ms
[2021-07-12 21:03:43 main:574] : INFO : Epoch 1772 | loss: 0.0311701 | val_loss: 0.0311724 | Time: 8736.17 ms
[2021-07-12 21:03:51 main:574] : INFO : Epoch 1773 | loss: 0.0311699 | val_loss: 0.0311746 | Time: 8731.42 ms
[2021-07-12 21:04:00 main:574] : INFO : Epoch 1774 | loss: 0.0311693 | val_loss: 0.0311721 | Time: 8710.37 ms
[2021-07-12 21:04:09 main:574] : INFO : Epoch 1775 | loss: 0.0311716 | val_loss: 0.0311762 | Time: 8714.82 ms
[2021-07-12 21:04:18 main:574] : INFO : Epoch 1776 | loss: 0.0311788 | val_loss: 0.0311715 | Time: 8725.76 ms
[2021-07-12 21:04:26 main:574] : INFO : Epoch 1777 | loss: 0.0311711 | val_loss: 0.0311718 | Time: 8747.09 ms
[2021-07-12 21:04:35 main:574] : INFO : Epoch 1778 | loss: 0.031169 | val_loss: 0.0311717 | Time: 8727.3 ms
[2021-07-12 21:04:44 main:574] : INFO : Epoch 1779 | loss: 0.0311678 | val_loss: 0.0311781 | Time: 8745.96 ms
[2021-07-12 21:04:52 main:574] : INFO : Epoch 1780 | loss: 0.0311692 | val_loss: 0.0311724 | Time: 8732.7 ms
[2021-07-12 21:05:01 main:574] : INFO : Epoch 1781 | loss: 0.0311672 | val_loss: 0.0311692 | Time: 8703.62 ms
[2021-07-12 21:05:10 main:574] : INFO : Epoch 1782 | loss: 0.0311673 | val_loss: 0.0311705 | Time: 8702.02 ms
[2021-07-12 21:05:19 main:574] : INFO : Epoch 1783 | loss: 0.031167 | val_loss: 0.0311696 | Time: 8726.19 ms
[2021-07-12 21:05:27 main:574] : INFO : Epoch 1784 | loss: 0.0311669 | val_loss: 0.0311708 | Time: 8730.52 ms
[2021-07-12 21:05:36 main:574] : INFO : Epoch 1785 | loss: 0.0311661 | val_loss: 0.031169 | Time: 8757.74 ms
[2021-07-12 21:05:45 main:574] : INFO : Epoch 1786 | loss: 0.0311652 | val_loss: 0.0311677 | Time: 8745.99 ms
[2021-07-12 21:05:54 main:574] : INFO : Epoch 1787 | loss: 0.0311676 | val_loss: 0.0311678 | Time: 8759.62 ms
[2021-07-12 21:06:02 main:574] : INFO : Epoch 1788 | loss: 0.0311687 | val_loss: 0.0311793 | Time: 8734.12 ms
[2021-07-12 21:06:11 main:574] : INFO : Epoch 1789 | loss: 0.0311659 | val_loss: 0.031169 | Time: 8750.75 ms
[2021-07-12 21:06:20 main:574] : INFO : Epoch 1790 | loss: 0.0311655 | val_loss: 0.031168 | Time: 8714.32 ms
[2021-07-12 21:06:29 main:574] : INFO : Epoch 1791 | loss: 0.0311621 | val_loss: 0.0311645 | Time: 8718.79 ms
[2021-07-12 21:06:37 main:574] : INFO : Epoch 1792 | loss: 0.0311615 | val_loss: 0.0311647 | Time: 8677.42 ms
[2021-07-12 21:06:46 main:574] : INFO : Epoch 1793 | loss: 0.0311601 | val_loss: 0.0311639 | Time: 8698.13 ms
[2021-07-12 21:06:55 main:574] : INFO : Epoch 1794 | loss: 0.0311597 | val_loss: 0.0311645 | Time: 8701.41 ms
[2021-07-12 21:07:03 main:574] : INFO : Epoch 1795 | loss: 0.0311625 | val_loss: 0.0311651 | Time: 8701.78 ms
[2021-07-12 21:07:12 main:574] : INFO : Epoch 1796 | loss: 0.03116 | val_loss: 0.0311624 | Time: 8706.08 ms
[2021-07-12 21:07:21 main:574] : INFO : Epoch 1797 | loss: 0.03116 | val_loss: 0.0311676 | Time: 8700.54 ms
[2021-07-12 21:07:30 main:574] : INFO : Epoch 1798 | loss: 0.0311608 | val_loss: 0.0311672 | Time: 8703.96 ms
[2021-07-12 21:07:38 main:574] : INFO : Epoch 1799 | loss: 0.0311589 | val_loss: 0.0311626 | Time: 8689.74 ms
[2021-07-12 21:07:47 main:574] : INFO : Epoch 1800 | loss: 0.0311592 | val_loss: 0.0311632 | Time: 8695.23 ms
[2021-07-12 21:07:56 main:574] : INFO : Epoch 1801 | loss: 0.031158 | val_loss: 0.0311653 | Time: 8719.41 ms
[2021-07-12 21:08:04 main:574] : INFO : Epoch 1802 | loss: 0.0311603 | val_loss: 0.0311623 | Time: 8697.98 ms
[2021-07-12 21:08:13 main:574] : INFO : Epoch 1803 | loss: 0.0311584 | val_loss: 0.0311606 | Time: 8703.39 ms
[2021-07-12 21:08:22 main:574] : INFO : Epoch 1804 | loss: 0.0311559 | val_loss: 0.0311616 | Time: 8719.65 ms
[2021-07-12 21:08:31 main:574] : INFO : Epoch 1805 | loss: 0.0311559 | val_loss: 0.0311601 | Time: 8722.83 ms
[2021-07-12 21:08:39 main:574] : INFO : Epoch 1806 | loss: 0.0311556 | val_loss: 0.0311608 | Time: 8748.11 ms
[2021-07-12 21:08:48 main:574] : INFO : Epoch 1807 | loss: 0.0311576 | val_loss: 0.0311615 | Time: 8725.62 ms
[2021-07-12 21:08:57 main:574] : INFO : Epoch 1808 | loss: 0.0311573 | val_loss: 0.0311608 | Time: 8728.45 ms
[2021-07-12 21:09:06 main:574] : INFO : Epoch 1809 | loss: 0.0311572 | val_loss: 0.031168 | Time: 8698.13 ms
[2021-07-12 21:09:14 main:574] : INFO : Epoch 1810 | loss: 0.0311567 | val_loss: 0.0311583 | Time: 8718.14 ms
[2021-07-12 21:09:23 main:574] : INFO : Epoch 1811 | loss: 0.0311557 | val_loss: 0.0311566 | Time: 8707.07 ms
[2021-07-12 21:09:32 main:574] : INFO : Epoch 1812 | loss: 0.0311547 | val_loss: 0.031158 | Time: 8734.93 ms
[2021-07-12 21:09:40 main:574] : INFO : Epoch 1813 | loss: 0.0311591 | val_loss: 0.0311568 | Time: 8729.27 ms
[2021-07-12 21:09:49 main:574] : INFO : Epoch 1814 | loss: 0.031154 | val_loss: 0.0311564 | Time: 8749.07 ms
[2021-07-12 21:09:58 main:574] : INFO : Epoch 1815 | loss: 0.0311541 | val_loss: 0.0311646 | Time: 8719.9 ms
[2021-07-12 21:10:07 main:574] : INFO : Epoch 1816 | loss: 0.0311527 | val_loss: 0.0311568 | Time: 8747.27 ms
[2021-07-12 21:10:15 main:574] : INFO : Epoch 1817 | loss: 0.0311526 | val_loss: 0.0311566 | Time: 8706.95 ms
[2021-07-12 21:10:24 main:574] : INFO : Epoch 1818 | loss: 0.0311521 | val_loss: 0.0311572 | Time: 8738.62 ms
[2021-07-12 21:10:33 main:574] : INFO : Epoch 1819 | loss: 0.0311532 | val_loss: 0.0311559 | Time: 8742.95 ms
[2021-07-12 21:10:42 main:574] : INFO : Epoch 1820 | loss: 0.0311517 | val_loss: 0.0311546 | Time: 8728.88 ms
[2021-07-12 21:10:50 main:574] : INFO : Epoch 1821 | loss: 0.0311529 | val_loss: 0.0311569 | Time: 8737.09 ms
[2021-07-12 21:10:59 main:574] : INFO : Epoch 1822 | loss: 0.0311529 | val_loss: 0.0311541 | Time: 8747.32 ms
[2021-07-12 21:11:08 main:574] : INFO : Epoch 1823 | loss: 0.031151 | val_loss: 0.0311665 | Time: 8731.45 ms
[2021-07-12 21:11:17 main:574] : INFO : Epoch 1824 | loss: 0.0311524 | val_loss: 0.0311542 | Time: 8691.31 ms
[2021-07-12 21:11:25 main:574] : INFO : Epoch 1825 | loss: 0.0311519 | val_loss: 0.0311554 | Time: 8720.76 ms
[2021-07-12 21:11:34 main:574] : INFO : Epoch 1826 | loss: 0.0311503 | val_loss: 0.0311543 | Time: 8704.69 ms
[2021-07-12 21:11:43 main:574] : INFO : Epoch 1827 | loss: 0.0311496 | val_loss: 0.0311552 | Time: 8732.34 ms
[2021-07-12 21:11:51 main:574] : INFO : Epoch 1828 | loss: 0.0311502 | val_loss: 0.0311525 | Time: 8721.11 ms
[2021-07-12 21:12:00 main:574] : INFO : Epoch 1829 | loss: 0.0311503 | val_loss: 0.0311552 | Time: 8742.03 ms
[2021-07-12 21:12:09 main:574] : INFO : Epoch 1830 | loss: 0.0311502 | val_loss: 0.0311533 | Time: 8725.88 ms
[2021-07-12 21:12:18 main:574] : INFO : Epoch 1831 | loss: 0.0311505 | val_loss: 0.0311711 | Time: 8738.56 ms
[2021-07-12 21:12:26 main:574] : INFO : Epoch 1832 | loss: 0.0311582 | val_loss: 0.0311621 | Time: 8693.73 ms
[2021-07-12 21:12:35 main:574] : INFO : Epoch 1833 | loss: 0.031153 | val_loss: 0.0311571 | Time: 8731.5 ms
[2021-07-12 21:12:44 main:574] : INFO : Epoch 1834 | loss: 0.0311512 | val_loss: 0.0311588 | Time: 8774.76 ms
[2021-07-12 21:12:53 main:574] : INFO : Epoch 1835 | loss: 0.031152 | val_loss: 0.0311539 | Time: 8752.91 ms
[2021-07-12 21:13:01 main:574] : INFO : Epoch 1836 | loss: 0.0311516 | val_loss: 0.0311536 | Time: 8740.48 ms
[2021-07-12 21:13:10 main:574] : INFO : Epoch 1837 | loss: 0.0311503 | val_loss: 0.0311588 | Time: 8752.45 ms
[2021-07-12 21:13:19 main:574] : INFO : Epoch 1838 | loss: 0.0311567 | val_loss: 0.0311666 | Time: 8759.64 ms
[2021-07-12 21:13:28 main:574] : INFO : Epoch 1839 | loss: 0.0311523 | val_loss: 0.0311592 | Time: 8760.56 ms
[2021-07-12 21:13:36 main:574] : INFO : Epoch 1840 | loss: 0.0311522 | val_loss: 0.0311543 | Time: 8745.79 ms
[2021-07-12 21:13:45 main:574] : INFO : Epoch 1841 | loss: 0.0311542 | val_loss: 0.0311519 | Time: 8757.43 ms
[2021-07-12 21:13:54 main:574] : INFO : Epoch 1842 | loss: 0.0311492 | val_loss: 0.0311562 | Time: 8739.7 ms
[2021-07-12 21:14:03 main:574] : INFO : Epoch 1843 | loss: 0.0311537 | val_loss: 0.0311577 | Time: 8728.04 ms
[2021-07-12 21:14:11 main:574] : INFO : Epoch 1844 | loss: 0.0311602 | val_loss: 0.0311577 | Time: 8746.68 ms
[2021-07-12 21:14:20 main:574] : INFO : Epoch 1845 | loss: 0.031155 | val_loss: 0.0311654 | Time: 8701.79 ms
[2021-07-12 21:14:29 main:574] : INFO : Epoch 1846 | loss: 0.031152 | val_loss: 0.0311642 | Time: 8724.6 ms
[2021-07-12 21:14:38 main:574] : INFO : Epoch 1847 | loss: 0.0311535 | val_loss: 0.0311555 | Time: 8736.72 ms
[2021-07-12 21:14:46 main:574] : INFO : Epoch 1848 | loss: 0.0311541 | val_loss: 0.0311577 | Time: 8758.8 ms
[2021-07-12 21:14:55 main:574] : INFO : Epoch 1849 | loss: 0.0311641 | val_loss: 0.0311737 | Time: 8759.32 ms
[2021-07-12 21:15:04 main:574] : INFO : Epoch 1850 | loss: 0.0311629 | val_loss: 0.0311707 | Time: 8713.16 ms
[2021-07-12 21:15:13 main:574] : INFO : Epoch 1851 | loss: 0.0311591 | val_loss: 0.0311608 | Time: 8727.58 ms
[2021-07-12 21:15:21 main:574] : INFO : Epoch 1852 | loss: 0.0311576 | val_loss: 0.0311604 | Time: 8718.02 ms
[2021-07-12 21:15:30 main:574] : INFO : Epoch 1853 | loss: 0.0311586 | val_loss: 0.0311638 | Time: 8712.68 ms
[2021-07-12 21:15:39 main:574] : INFO : Epoch 1854 | loss: 0.0311556 | val_loss: 0.0311579 | Time: 8702.04 ms
[2021-07-12 21:15:48 main:574] : INFO : Epoch 1855 | loss: 0.0311529 | val_loss: 0.0311555 | Time: 8724.15 ms
[2021-07-12 21:15:56 main:574] : INFO : Epoch 1856 | loss: 0.0311531 | val_loss: 0.0311557 | Time: 8740.13 ms
[2021-07-12 21:16:05 main:574] : INFO : Epoch 1857 | loss: 0.0311538 | val_loss: 0.0311562 | Time: 8748.04 ms
[2021-07-12 21:16:14 main:574] : INFO : Epoch 1858 | loss: 0.0311554 | val_loss: 0.0311537 | Time: 8749.46 ms
[2021-07-12 21:16:23 main:574] : INFO : Epoch 1859 | loss: 0.0311555 | val_loss: 0.0311576 | Time: 8797.53 ms
[2021-07-12 21:16:31 main:574] : INFO : Epoch 1860 | loss: 0.0311592 | val_loss: 0.0311565 | Time: 8738.86 ms
[2021-07-12 21:16:40 main:574] : INFO : Epoch 1861 | loss: 0.0311554 | val_loss: 0.0311587 | Time: 8740.17 ms
[2021-07-12 21:16:49 main:574] : INFO : Epoch 1862 | loss: 0.031155 | val_loss: 0.0311605 | Time: 8769.03 ms
[2021-07-12 21:16:58 main:574] : INFO : Epoch 1863 | loss: 0.0311536 | val_loss: 0.0311584 | Time: 8739.14 ms
[2021-07-12 21:17:06 main:574] : INFO : Epoch 1864 | loss: 0.031154 | val_loss: 0.0311552 | Time: 8730.44 ms
[2021-07-12 21:17:15 main:574] : INFO : Epoch 1865 | loss: 0.0311513 | val_loss: 0.0311536 | Time: 8747.8 ms
[2021-07-12 21:17:24 main:574] : INFO : Epoch 1866 | loss: 0.0311522 | val_loss: 0.0311647 | Time: 8708.3 ms
[2021-07-12 21:17:32 main:574] : INFO : Epoch 1867 | loss: 0.0311588 | val_loss: 0.0311495 | Time: 8699.47 ms
[2021-07-12 21:17:41 main:574] : INFO : Epoch 1868 | loss: 0.0311504 | val_loss: 0.0311504 | Time: 8710.69 ms
[2021-07-12 21:17:50 main:574] : INFO : Epoch 1869 | loss: 0.0311488 | val_loss: 0.0311546 | Time: 8728.94 ms
[2021-07-12 21:17:59 main:574] : INFO : Epoch 1870 | loss: 0.0311496 | val_loss: 0.0311571 | Time: 8694.24 ms
[2021-07-12 21:18:07 main:574] : INFO : Epoch 1871 | loss: 0.0311521 | val_loss: 0.0311519 | Time: 8700.97 ms
[2021-07-12 21:18:16 main:574] : INFO : Epoch 1872 | loss: 0.0311519 | val_loss: 0.0311603 | Time: 8721.54 ms
[2021-07-12 21:18:25 main:574] : INFO : Epoch 1873 | loss: 0.0311485 | val_loss: 0.0311526 | Time: 8747.23 ms
[2021-07-12 21:18:34 main:574] : INFO : Epoch 1874 | loss: 0.0311474 | val_loss: 0.0311478 | Time: 8746.39 ms
[2021-07-12 21:18:42 main:574] : INFO : Epoch 1875 | loss: 0.0311467 | val_loss: 0.0311491 | Time: 8726.86 ms
[2021-07-12 21:18:51 main:574] : INFO : Epoch 1876 | loss: 0.0311483 | val_loss: 0.0311524 | Time: 8753.49 ms
[2021-07-12 21:19:00 main:574] : INFO : Epoch 1877 | loss: 0.0311463 | val_loss: 0.0311591 | Time: 8703.11 ms
[2021-07-12 21:19:08 main:574] : INFO : Epoch 1878 | loss: 0.0311492 | val_loss: 0.0311507 | Time: 8689.64 ms
[2021-07-12 21:19:17 main:574] : INFO : Epoch 1879 | loss: 0.0311523 | val_loss: 0.0311487 | Time: 8728.58 ms
[2021-07-12 21:19:26 main:574] : INFO : Epoch 1880 | loss: 0.0311554 | val_loss: 0.0311513 | Time: 8695.73 ms
[2021-07-12 21:19:35 main:574] : INFO : Epoch 1881 | loss: 0.0311452 | val_loss: 0.0311471 | Time: 8743.64 ms
[2021-07-12 21:19:43 main:574] : INFO : Epoch 1882 | loss: 0.031145 | val_loss: 0.0311457 | Time: 8748.69 ms
[2021-07-12 21:19:52 main:574] : INFO : Epoch 1883 | loss: 0.0311434 | val_loss: 0.0311439 | Time: 8773.69 ms
[2021-07-12 21:20:01 main:574] : INFO : Epoch 1884 | loss: 0.0311428 | val_loss: 0.0311545 | Time: 8733.55 ms
[2021-07-12 21:20:10 main:574] : INFO : Epoch 1885 | loss: 0.0311463 | val_loss: 0.0311458 | Time: 8736.1 ms
[2021-07-12 21:20:18 main:574] : INFO : Epoch 1886 | loss: 0.0311467 | val_loss: 0.0311506 | Time: 8758.9 ms
[2021-07-12 21:20:27 main:574] : INFO : Epoch 1887 | loss: 0.0311551 | val_loss: 0.0311632 | Time: 8747.45 ms
[2021-07-12 21:20:36 main:574] : INFO : Epoch 1888 | loss: 0.0311622 | val_loss: 0.0311583 | Time: 8704.22 ms
[2021-07-12 21:20:45 main:574] : INFO : Epoch 1889 | loss: 0.0311636 | val_loss: 0.0311549 | Time: 8712.98 ms
[2021-07-12 21:20:53 main:574] : INFO : Epoch 1890 | loss: 0.0311543 | val_loss: 0.0311543 | Time: 8715.38 ms
[2021-07-12 21:21:02 main:574] : INFO : Epoch 1891 | loss: 0.0311511 | val_loss: 0.0311505 | Time: 8748.39 ms
[2021-07-12 21:21:11 main:574] : INFO : Epoch 1892 | loss: 0.0311475 | val_loss: 0.0311499 | Time: 8711.06 ms
[2021-07-12 21:21:20 main:574] : INFO : Epoch 1893 | loss: 0.0311464 | val_loss: 0.0311501 | Time: 8685.02 ms
[2021-07-12 21:21:28 main:574] : INFO : Epoch 1894 | loss: 0.0311443 | val_loss: 0.0311574 | Time: 8705.24 ms
[2021-07-12 21:21:37 main:574] : INFO : Epoch 1895 | loss: 0.0311453 | val_loss: 0.0311537 | Time: 8711.18 ms
[2021-07-12 21:21:46 main:574] : INFO : Epoch 1896 | loss: 0.0311455 | val_loss: 0.0311489 | Time: 8730.29 ms
[2021-07-12 21:21:54 main:574] : INFO : Epoch 1897 | loss: 0.0311469 | val_loss: 0.0311526 | Time: 8705.99 ms
[2021-07-12 21:22:03 main:574] : INFO : Epoch 1898 | loss: 0.0311443 | val_loss: 0.031157 | Time: 8727.84 ms
[2021-07-12 21:22:12 main:574] : INFO : Epoch 1899 | loss: 0.0311432 | val_loss: 0.0311532 | Time: 8726.92 ms
[2021-07-12 21:22:21 main:574] : INFO : Epoch 1900 | loss: 0.031145 | val_loss: 0.0311475 | Time: 8711.21 ms
[2021-07-12 21:22:29 main:574] : INFO : Epoch 1901 | loss: 0.0311459 | val_loss: 0.0311601 | Time: 8749.08 ms
[2021-07-12 21:22:38 main:574] : INFO : Epoch 1902 | loss: 0.0311572 | val_loss: 0.0311487 | Time: 8754.45 ms
[2021-07-12 21:22:47 main:574] : INFO : Epoch 1903 | loss: 0.031145 | val_loss: 0.0311525 | Time: 8760.96 ms
[2021-07-12 21:22:56 main:574] : INFO : Epoch 1904 | loss: 0.0311468 | val_loss: 0.0311547 | Time: 8749.95 ms
[2021-07-12 21:23:04 main:574] : INFO : Epoch 1905 | loss: 0.0311494 | val_loss: 0.0311501 | Time: 8743.59 ms
[2021-07-12 21:23:13 main:574] : INFO : Epoch 1906 | loss: 0.031155 | val_loss: 0.031153 | Time: 8788.98 ms
[2021-07-12 21:23:22 main:574] : INFO : Epoch 1907 | loss: 0.0311425 | val_loss: 0.0311464 | Time: 8745.06 ms
[2021-07-12 21:23:31 main:574] : INFO : Epoch 1908 | loss: 0.0311412 | val_loss: 0.0311469 | Time: 8728.3 ms
[2021-07-12 21:23:39 main:574] : INFO : Epoch 1909 | loss: 0.0311451 | val_loss: 0.0311475 | Time: 8715.02 ms
[2021-07-12 21:23:48 main:574] : INFO : Epoch 1910 | loss: 0.0311558 | val_loss: 0.0311521 | Time: 8710.8 ms
[2021-07-12 21:23:57 main:574] : INFO : Epoch 1911 | loss: 0.031146 | val_loss: 0.0311495 | Time: 8718.03 ms
[2021-07-12 21:24:06 main:574] : INFO : Epoch 1912 | loss: 0.0311461 | val_loss: 0.0311522 | Time: 8699.27 ms
[2021-07-12 21:24:14 main:574] : INFO : Epoch 1913 | loss: 0.031147 | val_loss: 0.0311485 | Time: 8710.39 ms
[2021-07-12 21:24:23 main:574] : INFO : Epoch 1914 | loss: 0.0311446 | val_loss: 0.0311477 | Time: 8718.63 ms
[2021-07-12 21:24:32 main:574] : INFO : Epoch 1915 | loss: 0.0311475 | val_loss: 0.0311534 | Time: 8742.37 ms
[2021-07-12 21:24:40 main:574] : INFO : Epoch 1916 | loss: 0.0311484 | val_loss: 0.0311517 | Time: 8740.45 ms
[2021-07-12 21:24:49 main:574] : INFO : Epoch 1917 | loss: 0.03115 | val_loss: 0.0311685 | Time: 8699.27 ms
[2021-07-12 21:24:58 main:574] : INFO : Epoch 1918 | loss: 0.0311561 | val_loss: 0.0311475 | Time: 8709.25 ms
[2021-07-12 21:25:07 main:574] : INFO : Epoch 1919 | loss: 0.0311466 | val_loss: 0.0311527 | Time: 8719.69 ms
[2021-07-12 21:25:15 main:574] : INFO : Epoch 1920 | loss: 0.0311463 | val_loss: 0.0311542 | Time: 8696.47 ms
[2021-07-12 21:25:24 main:574] : INFO : Epoch 1921 | loss: 0.0311447 | val_loss: 0.0311476 | Time: 8671.81 ms
[2021-07-12 21:25:33 main:574] : INFO : Epoch 1922 | loss: 0.0311431 | val_loss: 0.0311468 | Time: 8725.96 ms
[2021-07-12 21:25:41 main:574] : INFO : Epoch 1923 | loss: 0.0311435 | val_loss: 0.0311491 | Time: 8695.41 ms
[2021-07-12 21:25:50 main:574] : INFO : Epoch 1924 | loss: 0.0311466 | val_loss: 0.0311478 | Time: 8727.89 ms
[2021-07-12 21:25:59 main:574] : INFO : Epoch 1925 | loss: 0.0311451 | val_loss: 0.0311439 | Time: 8665.02 ms
[2021-07-12 21:26:08 main:574] : INFO : Epoch 1926 | loss: 0.0311434 | val_loss: 0.0311454 | Time: 8682.01 ms
[2021-07-12 21:26:16 main:574] : INFO : Epoch 1927 | loss: 0.0311429 | val_loss: 0.0311485 | Time: 8682.64 ms
[2021-07-12 21:26:25 main:574] : INFO : Epoch 1928 | loss: 0.0311619 | val_loss: 0.0311496 | Time: 8673.65 ms
[2021-07-12 21:26:34 main:574] : INFO : Epoch 1929 | loss: 0.031145 | val_loss: 0.0311484 | Time: 8713.25 ms
[2021-07-12 21:26:42 main:574] : INFO : Epoch 1930 | loss: 0.0311464 | val_loss: 0.0311473 | Time: 8713.01 ms
[2021-07-12 21:26:51 main:574] : INFO : Epoch 1931 | loss: 0.0311533 | val_loss: 0.0311532 | Time: 8747.4 ms
[2021-07-12 21:27:00 main:574] : INFO : Epoch 1932 | loss: 0.0311517 | val_loss: 0.0311664 | Time: 8740.86 ms
[2021-07-12 21:27:09 main:574] : INFO : Epoch 1933 | loss: 0.0311509 | val_loss: 0.0311532 | Time: 8731.96 ms
[2021-07-12 21:27:17 main:574] : INFO : Epoch 1934 | loss: 0.0311426 | val_loss: 0.0311492 | Time: 8718.71 ms
[2021-07-12 21:27:26 main:574] : INFO : Epoch 1935 | loss: 0.0311418 | val_loss: 0.0311477 | Time: 8737.44 ms
[2021-07-12 21:27:35 main:574] : INFO : Epoch 1936 | loss: 0.0311507 | val_loss: 0.0311851 | Time: 8742.66 ms
[2021-07-12 21:27:44 main:574] : INFO : Epoch 1937 | loss: 0.0311486 | val_loss: 0.0311581 | Time: 8732.41 ms
[2021-07-12 21:27:52 main:574] : INFO : Epoch 1938 | loss: 0.0311453 | val_loss: 0.0311578 | Time: 8726.8 ms
[2021-07-12 21:28:01 main:574] : INFO : Epoch 1939 | loss: 0.0311419 | val_loss: 0.0311515 | Time: 8745.13 ms
[2021-07-12 21:28:10 main:574] : INFO : Epoch 1940 | loss: 0.0311393 | val_loss: 0.0311519 | Time: 8739.8 ms
[2021-07-12 21:28:19 main:574] : INFO : Epoch 1941 | loss: 0.0311518 | val_loss: 0.031156 | Time: 8789.73 ms
[2021-07-12 21:28:27 main:574] : INFO : Epoch 1942 | loss: 0.0311546 | val_loss: 0.0311651 | Time: 8785.66 ms
[2021-07-12 21:28:36 main:574] : INFO : Epoch 1943 | loss: 0.0311522 | val_loss: 0.0311574 | Time: 8742.77 ms
[2021-07-12 21:28:45 main:574] : INFO : Epoch 1944 | loss: 0.0311434 | val_loss: 0.0311524 | Time: 8762.17 ms
[2021-07-12 21:28:54 main:574] : INFO : Epoch 1945 | loss: 0.031141 | val_loss: 0.031151 | Time: 8764.51 ms
[2021-07-12 21:29:02 main:574] : INFO : Epoch 1946 | loss: 0.031142 | val_loss: 0.031148 | Time: 8745.39 ms
[2021-07-12 21:29:11 main:574] : INFO : Epoch 1947 | loss: 0.0311386 | val_loss: 0.0311476 | Time: 8740.23 ms
[2021-07-12 21:29:20 main:574] : INFO : Epoch 1948 | loss: 0.0311392 | val_loss: 0.0311534 | Time: 8751.72 ms
[2021-07-12 21:29:29 main:574] : INFO : Epoch 1949 | loss: 0.0311528 | val_loss: 0.0311495 | Time: 8765.63 ms
[2021-07-12 21:29:37 main:574] : INFO : Epoch 1950 | loss: 0.0311448 | val_loss: 0.0311515 | Time: 8745.24 ms
[2021-07-12 21:29:46 main:574] : INFO : Epoch 1951 | loss: 0.0311467 | val_loss: 0.0311466 | Time: 8762.14 ms
[2021-07-12 21:29:55 main:574] : INFO : Epoch 1952 | loss: 0.0311486 | val_loss: 0.031155 | Time: 8753.05 ms
[2021-07-12 21:30:04 main:574] : INFO : Epoch 1953 | loss: 0.0311501 | val_loss: 0.0311645 | Time: 8735.68 ms
[2021-07-12 21:30:12 main:574] : INFO : Epoch 1954 | loss: 0.0311548 | val_loss: 0.031162 | Time: 8705.65 ms
[2021-07-12 21:30:21 main:574] : INFO : Epoch 1955 | loss: 0.0311498 | val_loss: 0.0311473 | Time: 8754.26 ms
[2021-07-12 21:30:30 main:574] : INFO : Epoch 1956 | loss: 0.0311482 | val_loss: 0.0311623 | Time: 8731.36 ms
[2021-07-12 21:30:39 main:574] : INFO : Epoch 1957 | loss: 0.0311473 | val_loss: 0.0311524 | Time: 8754.08 ms
[2021-07-12 21:30:47 main:574] : INFO : Epoch 1958 | loss: 0.0311433 | val_loss: 0.0311445 | Time: 8758.87 ms
[2021-07-12 21:30:56 main:574] : INFO : Epoch 1959 | loss: 0.0311421 | val_loss: 0.0311459 | Time: 8740.69 ms
[2021-07-12 21:31:05 main:574] : INFO : Epoch 1960 | loss: 0.0311389 | val_loss: 0.0311454 | Time: 8735.7 ms
[2021-07-12 21:31:14 main:574] : INFO : Epoch 1961 | loss: 0.0311393 | val_loss: 0.0311441 | Time: 8752.11 ms
[2021-07-12 21:31:22 main:574] : INFO : Epoch 1962 | loss: 0.0311419 | val_loss: 0.0311456 | Time: 8743.75 ms
[2021-07-12 21:31:31 main:574] : INFO : Epoch 1963 | loss: 0.0311386 | val_loss: 0.0311447 | Time: 8762.45 ms
[2021-07-12 21:31:40 main:574] : INFO : Epoch 1964 | loss: 0.0311403 | val_loss: 0.031146 | Time: 8730.5 ms
[2021-07-12 21:31:49 main:574] : INFO : Epoch 1965 | loss: 0.0311353 | val_loss: 0.0311478 | Time: 8727.67 ms
[2021-07-12 21:31:57 main:574] : INFO : Epoch 1966 | loss: 0.0311396 | val_loss: 0.0311594 | Time: 8693.8 ms
[2021-07-12 21:32:06 main:574] : INFO : Epoch 1967 | loss: 0.0311403 | val_loss: 0.0311569 | Time: 8748.19 ms
[2021-07-12 21:32:15 main:574] : INFO : Epoch 1968 | loss: 0.031139 | val_loss: 0.0311548 | Time: 8681.4 ms
[2021-07-12 21:32:24 main:574] : INFO : Epoch 1969 | loss: 0.03114 | val_loss: 0.0311444 | Time: 8718.66 ms
[2021-07-12 21:32:32 main:574] : INFO : Epoch 1970 | loss: 0.0311353 | val_loss: 0.0311465 | Time: 8718.38 ms
[2021-07-12 21:32:41 main:574] : INFO : Epoch 1971 | loss: 0.0311425 | val_loss: 0.0311441 | Time: 8711.17 ms
[2021-07-12 21:32:50 main:574] : INFO : Epoch 1972 | loss: 0.0311379 | val_loss: 0.03114 | Time: 8726.28 ms
[2021-07-12 21:32:59 main:574] : INFO : Epoch 1973 | loss: 0.0311445 | val_loss: 0.0311622 | Time: 8723.26 ms
[2021-07-12 21:33:07 main:574] : INFO : Epoch 1974 | loss: 0.0311493 | val_loss: 0.0311553 | Time: 8743.32 ms
[2021-07-12 21:33:16 main:574] : INFO : Epoch 1975 | loss: 0.0311467 | val_loss: 0.0311473 | Time: 8719.83 ms
[2021-07-12 21:33:25 main:574] : INFO : Epoch 1976 | loss: 0.0311395 | val_loss: 0.0311442 | Time: 8715.08 ms
[2021-07-12 21:33:33 main:574] : INFO : Epoch 1977 | loss: 0.0311445 | val_loss: 0.0311484 | Time: 8724.01 ms
[2021-07-12 21:33:42 main:574] : INFO : Epoch 1978 | loss: 0.0311457 | val_loss: 0.0311487 | Time: 8679.6 ms
[2021-07-12 21:33:51 main:574] : INFO : Epoch 1979 | loss: 0.0311445 | val_loss: 0.0311519 | Time: 8699.45 ms
[2021-07-12 21:34:00 main:574] : INFO : Epoch 1980 | loss: 0.0311447 | val_loss: 0.0311442 | Time: 8729.94 ms
[2021-07-12 21:34:08 main:574] : INFO : Epoch 1981 | loss: 0.031142 | val_loss: 0.0311537 | Time: 8707.5 ms
[2021-07-12 21:34:17 main:574] : INFO : Epoch 1982 | loss: 0.0311438 | val_loss: 0.0311534 | Time: 8687.94 ms
[2021-07-12 21:34:26 main:574] : INFO : Epoch 1983 | loss: 0.0311466 | val_loss: 0.0311567 | Time: 8682.67 ms
[2021-07-12 21:34:34 main:574] : INFO : Epoch 1984 | loss: 0.0311537 | val_loss: 0.0311637 | Time: 8674.87 ms
[2021-07-12 21:34:43 main:574] : INFO : Epoch 1985 | loss: 0.0311473 | val_loss: 0.0311621 | Time: 8683.29 ms
[2021-07-12 21:34:52 main:574] : INFO : Epoch 1986 | loss: 0.0311441 | val_loss: 0.0311599 | Time: 8670.95 ms
[2021-07-12 21:35:00 main:574] : INFO : Epoch 1987 | loss: 0.0311467 | val_loss: 0.0311628 | Time: 8676.88 ms
[2021-07-12 21:35:09 main:574] : INFO : Epoch 1988 | loss: 0.0311449 | val_loss: 0.0311525 | Time: 8693.23 ms
[2021-07-12 21:35:18 main:574] : INFO : Epoch 1989 | loss: 0.0311423 | val_loss: 0.0311479 | Time: 8676.08 ms
[2021-07-12 21:35:26 main:574] : INFO : Epoch 1990 | loss: 0.0311389 | val_loss: 0.0311475 | Time: 8678.86 ms
[2021-07-12 21:35:35 main:574] : INFO : Epoch 1991 | loss: 0.0311389 | val_loss: 0.0311523 | Time: 8701.49 ms
[2021-07-12 21:35:44 main:574] : INFO : Epoch 1992 | loss: 0.031141 | val_loss: 0.0311593 | Time: 8691.75 ms
[2021-07-12 21:35:53 main:574] : INFO : Epoch 1993 | loss: 0.0311446 | val_loss: 0.0311601 | Time: 8677.93 ms
[2021-07-12 21:36:01 main:574] : INFO : Epoch 1994 | loss: 0.0311441 | val_loss: 0.0311511 | Time: 8699.98 ms
[2021-07-12 21:36:10 main:574] : INFO : Epoch 1995 | loss: 0.0311415 | val_loss: 0.0311456 | Time: 8706.66 ms
[2021-07-12 21:36:19 main:574] : INFO : Epoch 1996 | loss: 0.0311382 | val_loss: 0.0311401 | Time: 8711.83 ms
[2021-07-12 21:36:27 main:574] : INFO : Epoch 1997 | loss: 0.0311369 | val_loss: 0.0311441 | Time: 8726.14 ms
[2021-07-12 21:36:36 main:574] : INFO : Epoch 1998 | loss: 0.0311348 | val_loss: 0.031145 | Time: 8722.05 ms
[2021-07-12 21:36:45 main:574] : INFO : Epoch 1999 | loss: 0.0311353 | val_loss: 0.0311513 | Time: 8708.05 ms
[2021-07-12 21:36:54 main:574] : INFO : Epoch 2000 | loss: 0.031143 | val_loss: 0.0311417 | Time: 8716.99 ms
[2021-07-12 21:37:02 main:574] : INFO : Epoch 2001 | loss: 0.0311343 | val_loss: 0.0311474 | Time: 8685 ms
[2021-07-12 21:37:11 main:574] : INFO : Epoch 2002 | loss: 0.0311359 | val_loss: 0.0311414 | Time: 8717.5 ms
[2021-07-12 21:37:20 main:574] : INFO : Epoch 2003 | loss: 0.0311344 | val_loss: 0.0311413 | Time: 8731.97 ms
[2021-07-12 21:37:28 main:574] : INFO : Epoch 2004 | loss: 0.0311403 | val_loss: 0.0311441 | Time: 8700.21 ms
[2021-07-12 21:37:37 main:574] : INFO : Epoch 2005 | loss: 0.0311389 | val_loss: 0.0311507 | Time: 8740.38 ms
[2021-07-12 21:37:46 main:574] : INFO : Epoch 2006 | loss: 0.0311362 | val_loss: 0.0311445 | Time: 8700.65 ms
[2021-07-12 21:37:55 main:574] : INFO : Epoch 2007 | loss: 0.0311333 | val_loss: 0.0311423 | Time: 8707.9 ms
[2021-07-12 21:38:03 main:574] : INFO : Epoch 2008 | loss: 0.0311325 | val_loss: 0.0311395 | Time: 8728.37 ms
[2021-07-12 21:38:12 main:574] : INFO : Epoch 2009 | loss: 0.0311332 | val_loss: 0.0311637 | Time: 8708.26 ms
[2021-07-12 21:38:21 main:574] : INFO : Epoch 2010 | loss: 0.0311411 | val_loss: 0.0311452 | Time: 8709.34 ms
[2021-07-12 21:38:29 main:574] : INFO : Epoch 2011 | loss: 0.0311358 | val_loss: 0.0311523 | Time: 8685.51 ms
[2021-07-12 21:38:38 main:574] : INFO : Epoch 2012 | loss: 0.0311393 | val_loss: 0.0311431 | Time: 8696.82 ms
[2021-07-12 21:38:47 main:574] : INFO : Epoch 2013 | loss: 0.0311356 | val_loss: 0.0311431 | Time: 8716.1 ms
[2021-07-12 21:38:56 main:574] : INFO : Epoch 2014 | loss: 0.0311345 | val_loss: 0.0311459 | Time: 8677.69 ms
[2021-07-12 21:39:04 main:574] : INFO : Epoch 2015 | loss: 0.0311341 | val_loss: 0.0311456 | Time: 8687.67 ms
[2021-07-12 21:39:13 main:574] : INFO : Epoch 2016 | loss: 0.0311343 | val_loss: 0.0311677 | Time: 8743.91 ms
[2021-07-12 21:39:22 main:574] : INFO : Epoch 2017 | loss: 0.0311407 | val_loss: 0.0311445 | Time: 8739.33 ms
[2021-07-12 21:39:30 main:574] : INFO : Epoch 2018 | loss: 0.0311353 | val_loss: 0.0311436 | Time: 8740.73 ms
[2021-07-12 21:39:39 main:574] : INFO : Epoch 2019 | loss: 0.0311345 | val_loss: 0.0311566 | Time: 8761.23 ms
[2021-07-12 21:39:48 main:574] : INFO : Epoch 2020 | loss: 0.0311355 | val_loss: 0.0311408 | Time: 8745.03 ms
[2021-07-12 21:39:57 main:574] : INFO : Epoch 2021 | loss: 0.0311329 | val_loss: 0.0311425 | Time: 8767.3 ms
[2021-07-12 21:40:06 main:574] : INFO : Epoch 2022 | loss: 0.031133 | val_loss: 0.0311436 | Time: 8755.47 ms
[2021-07-12 21:40:14 main:574] : INFO : Epoch 2023 | loss: 0.0311311 | val_loss: 0.0311441 | Time: 8748.96 ms
[2021-07-12 21:40:23 main:574] : INFO : Epoch 2024 | loss: 0.0311301 | val_loss: 0.0311455 | Time: 8710.05 ms
[2021-07-12 21:40:32 main:574] : INFO : Epoch 2025 | loss: 0.0311381 | val_loss: 0.0311521 | Time: 8752.93 ms
[2021-07-12 21:40:41 main:574] : INFO : Epoch 2026 | loss: 0.0311478 | val_loss: 0.0311515 | Time: 8737.87 ms
[2021-07-12 21:40:49 main:574] : INFO : Epoch 2027 | loss: 0.0311424 | val_loss: 0.0311412 | Time: 8726.15 ms
[2021-07-12 21:40:58 main:574] : INFO : Epoch 2028 | loss: 0.0311393 | val_loss: 0.0311407 | Time: 8766.36 ms
[2021-07-12 21:41:07 main:574] : INFO : Epoch 2029 | loss: 0.0311399 | val_loss: 0.0311391 | Time: 8746.15 ms
[2021-07-12 21:41:16 main:574] : INFO : Epoch 2030 | loss: 0.0311364 | val_loss: 0.0311423 | Time: 8753.12 ms
[2021-07-12 21:41:24 main:574] : INFO : Epoch 2031 | loss: 0.0311365 | val_loss: 0.0311445 | Time: 8763.82 ms
[2021-07-12 21:41:33 main:574] : INFO : Epoch 2032 | loss: 0.0311386 | val_loss: 0.0311525 | Time: 8723.99 ms
[2021-07-12 21:41:42 main:574] : INFO : Epoch 2033 | loss: 0.0311404 | val_loss: 0.0311497 | Time: 8705.01 ms
[2021-07-12 21:41:50 main:574] : INFO : Epoch 2034 | loss: 0.0311431 | val_loss: 0.0311549 | Time: 8729.72 ms
[2021-07-12 21:41:59 main:574] : INFO : Epoch 2035 | loss: 0.031138 | val_loss: 0.0311423 | Time: 8752.47 ms
[2021-07-12 21:42:08 main:574] : INFO : Epoch 2036 | loss: 0.0311353 | val_loss: 0.0311412 | Time: 8734.35 ms
[2021-07-12 21:42:17 main:574] : INFO : Epoch 2037 | loss: 0.0311349 | val_loss: 0.0311407 | Time: 8706.56 ms
[2021-07-12 21:42:25 main:574] : INFO : Epoch 2038 | loss: 0.0311346 | val_loss: 0.031143 | Time: 8668.93 ms
[2021-07-12 21:42:34 main:574] : INFO : Epoch 2039 | loss: 0.0311331 | val_loss: 0.0311399 | Time: 8746.33 ms
[2021-07-12 21:42:43 main:574] : INFO : Epoch 2040 | loss: 0.0311349 | val_loss: 0.0311478 | Time: 8738.03 ms
[2021-07-12 21:42:52 main:574] : INFO : Epoch 2041 | loss: 0.0311332 | val_loss: 0.0311396 | Time: 8747.97 ms
[2021-07-12 21:43:00 main:574] : INFO : Epoch 2042 | loss: 0.0311371 | val_loss: 0.0311404 | Time: 8729.82 ms
[2021-07-12 21:43:09 main:574] : INFO : Epoch 2043 | loss: 0.0311353 | val_loss: 0.0311549 | Time: 8740.9 ms
[2021-07-12 21:43:18 main:574] : INFO : Epoch 2044 | loss: 0.0311357 | val_loss: 0.0311426 | Time: 8744.13 ms
[2021-07-12 21:43:27 main:574] : INFO : Epoch 2045 | loss: 0.0311375 | val_loss: 0.0311521 | Time: 8733.42 ms
[2021-07-12 21:43:35 main:574] : INFO : Epoch 2046 | loss: 0.0311318 | val_loss: 0.0311412 | Time: 8741.82 ms
[2021-07-12 21:43:44 main:574] : INFO : Epoch 2047 | loss: 0.03113 | val_loss: 0.0311403 | Time: 8758.37 ms
[2021-07-12 21:43:53 main:574] : INFO : Epoch 2048 | loss: 0.0311341 | val_loss: 0.0311433 | Time: 8730.2 ms
[2021-07-12 21:43:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311433
[2021-07-12 21:43:53 main:603] : INFO : Saving end state to config to file
[2021-07-12 21:43:53 main:608] : INFO : Success, exiting..
21:43:53 (1220): 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)