Task 14536275
| Name | ParityModified-1647047741-6489-3-0_0 |
| Workunit | 11574431 |
| Created | 7 Apr 2022, 7:48:49 UTC |
| Sent | 11 Apr 2022, 2:14:35 UTC |
| Report deadline | 19 Apr 2022, 2:14:35 UTC |
| Received | 11 Apr 2022, 8:19:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18747 |
| Run time | 5 hours 49 min 36 sec |
| CPU time | 4 hours 16 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,906.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 14.53 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> 1.5 ms [2022-04-11 02:40:57 main:581] : INFO : Epoch 1538 | loss: 0.0312351 | val_loss: 0.0312385 | Time: 10268.1 ms [2022-04-11 02:41:08 main:581] : INFO : Epoch 1539 | loss: 0.0312348 | val_loss: 0.0312381 | Time: 10520.2 ms [2022-04-11 02:41:18 main:581] : INFO : Epoch 1540 | loss: 0.0312349 | val_loss: 0.0312378 | Time: 10415.3 ms [2022-04-11 02:41:29 main:581] : INFO : Epoch 1541 | loss: 0.0312347 | val_loss: 0.0312382 | Time: 10495.5 ms [2022-04-11 02:41:39 main:581] : INFO : Epoch 1542 | loss: 0.0312352 | val_loss: 0.0312375 | Time: 10428.4 ms [2022-04-11 02:41:50 main:581] : INFO : Epoch 1543 | loss: 0.0312349 | val_loss: 0.0312375 | Time: 10434.5 ms [2022-04-11 02:42:00 main:581] : INFO : Epoch 1544 | loss: 0.0312342 | val_loss: 0.0312372 | Time: 10476.7 ms [2022-04-11 02:42:11 main:581] : INFO : Epoch 1545 | loss: 0.0312341 | val_loss: 0.0312381 | Time: 10398.8 ms [2022-04-11 02:42:21 main:581] : INFO : Epoch 1546 | loss: 0.031234 | val_loss: 0.0312372 | Time: 10551 ms [2022-04-11 02:42:32 main:581] : INFO : Epoch 1547 | loss: 0.0312338 | val_loss: 0.0312368 | Time: 10444.9 ms [2022-04-11 02:42:42 main:581] : INFO : Epoch 1548 | loss: 0.0312335 | val_loss: 0.0312366 | Time: 10595.8 ms [2022-04-11 02:42:53 main:581] : INFO : Epoch 1549 | loss: 0.0312335 | val_loss: 0.0312378 | Time: 10526.9 ms [2022-04-11 02:43:03 main:581] : INFO : Epoch 1550 | loss: 0.0312336 | val_loss: 0.0312368 | Time: 10403.9 ms [2022-04-11 02:43:14 main:581] : INFO : Epoch 1551 | loss: 0.0312335 | val_loss: 0.0312365 | Time: 10487.4 ms [2022-04-11 02:43:24 main:581] : INFO : Epoch 1552 | loss: 0.0312332 | val_loss: 0.0312361 | Time: 10455.5 ms [2022-04-11 02:43:35 main:581] : INFO : Epoch 1553 | loss: 0.0312331 | val_loss: 0.031236 | Time: 10578.6 ms [2022-04-11 02:43:45 main:581] : INFO : Epoch 1554 | loss: 0.0312328 | val_loss: 0.0312359 | Time: 10387.2 ms [2022-04-11 02:43:56 main:581] : INFO : Epoch 1555 | loss: 0.0312327 | val_loss: 0.0312358 | Time: 10563.6 ms [2022-04-11 02:44:06 main:581] : INFO : Epoch 1556 | loss: 0.0312324 | val_loss: 0.0312356 | Time: 10514.5 ms [2022-04-11 02:44:17 main:581] : INFO : Epoch 1557 | loss: 0.0312326 | val_loss: 0.0312357 | Time: 10461.5 ms [2022-04-11 02:44:27 main:581] : INFO : Epoch 1558 | loss: 0.0312323 | val_loss: 0.0312359 | Time: 10636.4 ms [2022-04-11 02:44:38 main:581] : INFO : Epoch 1559 | loss: 0.0312322 | val_loss: 0.0312349 | Time: 10503.8 ms [2022-04-11 02:44:48 main:581] : INFO : Epoch 1560 | loss: 0.031232 | val_loss: 0.0312351 | Time: 10502.7 ms [2022-04-11 02:44:59 main:581] : INFO : Epoch 1561 | loss: 0.0312324 | val_loss: 0.0312369 | Time: 10552.9 ms [2022-04-11 02:45:09 main:581] : INFO : Epoch 1562 | loss: 0.0312321 | val_loss: 0.0312347 | Time: 10507.3 ms [2022-04-11 02:45:20 main:581] : INFO : Epoch 1563 | loss: 0.0312319 | val_loss: 0.0312345 | Time: 10389.5 ms [2022-04-11 02:45:30 main:581] : INFO : Epoch 1564 | loss: 0.0312314 | val_loss: 0.0312345 | Time: 10502.7 ms [2022-04-11 02:45:41 main:581] : INFO : Epoch 1565 | loss: 0.0312315 | val_loss: 0.0312343 | Time: 10493.8 ms [2022-04-11 02:45:51 main:581] : INFO : Epoch 1566 | loss: 0.0312314 | val_loss: 0.0312346 | Time: 10506.5 ms [2022-04-11 02:46:02 main:581] : INFO : Epoch 1567 | loss: 0.031231 | val_loss: 0.0312339 | Time: 10518.5 ms [2022-04-11 02:46:12 main:581] : INFO : Epoch 1568 | loss: 0.0312311 | val_loss: 0.0312342 | Time: 10512.9 ms [2022-04-11 02:46:23 main:581] : INFO : Epoch 1569 | loss: 0.0312308 | val_loss: 0.0312341 | Time: 10624.6 ms [2022-04-11 02:46:33 main:581] : INFO : Epoch 1570 | loss: 0.0312305 | val_loss: 0.0312339 | Time: 10436.9 ms [2022-04-11 02:46:44 main:581] : INFO : Epoch 1571 | loss: 0.0312306 | val_loss: 0.0312336 | Time: 10552.7 ms [2022-04-11 02:46:54 main:581] : INFO : Epoch 1572 | loss: 0.0312302 | val_loss: 0.0312338 | Time: 10555.2 ms [2022-04-11 02:47:05 main:581] : INFO : Epoch 1573 | loss: 0.0312305 | val_loss: 0.0312345 | Time: 10441.2 ms [2022-04-11 02:47:15 main:581] : INFO : Epoch 1574 | loss: 0.0312303 | val_loss: 0.0312334 | Time: 10623 ms [2022-04-11 02:47:26 main:581] : INFO : Epoch 1575 | loss: 0.0312304 | val_loss: 0.0312344 | Time: 10277.1 ms [2022-04-11 02:47:36 main:581] : INFO : Epoch 1576 | loss: 0.0312302 | val_loss: 0.0312332 | Time: 10459 ms [2022-04-11 02:47:47 main:581] : INFO : Epoch 1577 | loss: 0.0312299 | val_loss: 0.0312333 | Time: 10400.7 ms [2022-04-11 02:47:57 main:581] : INFO : Epoch 1578 | loss: 0.0312297 | val_loss: 0.031233 | Time: 10540.7 ms [2022-04-11 02:48:08 main:581] : INFO : Epoch 1579 | loss: 0.0312302 | val_loss: 0.0312349 | Time: 10524.8 ms [2022-04-11 02:48:18 main:581] : INFO : Epoch 1580 | loss: 0.0312299 | val_loss: 0.031234 | Time: 10420.3 ms [2022-04-11 02:48:29 main:581] : INFO : Epoch 1581 | loss: 0.0312307 | val_loss: 0.0312335 | Time: 10607.8 ms [2022-04-11 02:48:39 main:581] : INFO : Epoch 1582 | loss: 0.0312299 | val_loss: 0.0312348 | Time: 10451.9 ms [2022-04-11 02:48:50 main:581] : INFO : Epoch 1583 | loss: 0.03123 | val_loss: 0.0312336 | Time: 10593.6 ms [2022-04-11 02:49:00 main:581] : INFO : Epoch 1584 | loss: 0.0312296 | val_loss: 0.0312331 | Time: 10506 ms [2022-04-11 02:49:11 main:581] : INFO : Epoch 1585 | loss: 0.0312294 | val_loss: 0.0312332 | Time: 10510.9 ms [2022-04-11 02:49:21 main:581] : INFO : Epoch 1586 | loss: 0.0312296 | val_loss: 0.031233 | Time: 10445 ms [2022-04-11 02:49:32 main:581] : INFO : Epoch 1587 | loss: 0.0312295 | val_loss: 0.0312333 | Time: 10438.2 ms [2022-04-11 02:49:42 main:581] : INFO : Epoch 1588 | loss: 0.0312291 | val_loss: 0.0312333 | Time: 10619.6 ms [2022-04-11 02:49:53 main:581] : INFO : Epoch 1589 | loss: 0.0312288 | val_loss: 0.0312328 | Time: 10582.4 ms [2022-04-11 02:50:03 main:581] : INFO : Epoch 1590 | loss: 0.0312287 | val_loss: 0.0312333 | Time: 10619.9 ms [2022-04-11 02:50:14 main:581] : INFO : Epoch 1591 | loss: 0.0312286 | val_loss: 0.0312329 | Time: 10447.6 ms [2022-04-11 02:50:24 main:581] : INFO : Epoch 1592 | loss: 0.0312284 | val_loss: 0.0312322 | Time: 10387.4 ms [2022-04-11 02:50:35 main:581] : INFO : Epoch 1593 | loss: 0.0312284 | val_loss: 0.0312331 | Time: 10511.7 ms [2022-04-11 02:50:45 main:581] : INFO : Epoch 1594 | loss: 0.0312301 | val_loss: 0.0312325 | Time: 10500.4 ms [2022-04-11 02:50:56 main:581] : INFO : Epoch 1595 | loss: 0.0312296 | val_loss: 0.0312323 | Time: 10502.6 ms [2022-04-11 02:51:06 main:581] : INFO : Epoch 1596 | loss: 0.0312296 | val_loss: 0.0312317 | Time: 10544.5 ms [2022-04-11 02:51:17 main:581] : INFO : Epoch 1597 | loss: 0.031229 | val_loss: 0.0312308 | Time: 10667.8 ms [2022-04-11 02:51:28 main:581] : INFO : Epoch 1598 | loss: 0.0312286 | val_loss: 0.0312303 | Time: 10501.7 ms [2022-04-11 02:51:38 main:581] : INFO : Epoch 1599 | loss: 0.0312288 | val_loss: 0.0312309 | Time: 10490.3 ms [2022-04-11 02:51:49 main:581] : INFO : Epoch 1600 | loss: 0.0312288 | val_loss: 0.0312314 | Time: 10567.2 ms [2022-04-11 02:51:59 main:581] : INFO : Epoch 1601 | loss: 0.0312282 | val_loss: 0.0312303 | Time: 10416 ms [2022-04-11 02:52:10 main:581] : INFO : Epoch 1602 | loss: 0.0312332 | val_loss: 0.0312369 | Time: 10685.7 ms [2022-04-11 02:52:20 main:581] : INFO : Epoch 1603 | loss: 0.0312353 | val_loss: 0.0312336 | Time: 10406.2 ms [2022-04-11 02:52:31 main:581] : INFO : Epoch 1604 | loss: 0.0312322 | val_loss: 0.0312326 | Time: 10679.2 ms [2022-04-11 02:52:39 main:581] : INFO : Epoch 1605 | loss: 0.0312316 | val_loss: 0.0312323 | Time: 8392.55 ms [2022-04-11 02:52:50 main:581] : INFO : Epoch 1606 | loss: 0.0312308 | val_loss: 0.0312316 | Time: 10619.2 ms [2022-04-11 02:52:59 main:581] : INFO : Epoch 1607 | loss: 0.03123 | val_loss: 0.031232 | Time: 9016.43 ms [2022-04-11 02:53:08 main:581] : INFO : Epoch 1608 | loss: 0.0312305 | val_loss: 0.0312322 | Time: 8675.8 ms [2022-04-11 02:53:18 main:581] : INFO : Epoch 1609 | loss: 0.0312307 | val_loss: 0.0312319 | Time: 10672.9 ms [2022-04-11 02:53:27 main:581] : INFO : Epoch 1610 | loss: 0.0312313 | val_loss: 0.0312327 | Time: 8343.94 ms [2022-04-11 02:53:38 main:581] : INFO : Epoch 1611 | loss: 0.0312308 | val_loss: 0.0312317 | Time: 11066.1 ms [2022-04-11 02:53:46 main:581] : INFO : Epoch 1612 | loss: 0.0312316 | val_loss: 0.0312327 | Time: 8782.92 ms [2022-04-11 02:53:57 main:581] : INFO : Epoch 1613 | loss: 0.0312321 | val_loss: 0.031234 | Time: 10164.9 ms [2022-04-11 02:54:06 main:581] : INFO : Epoch 1614 | loss: 0.0312344 | val_loss: 0.0312334 | Time: 9653.42 ms [2022-04-11 02:54:15 main:581] : INFO : Epoch 1615 | loss: 0.031235 | val_loss: 0.031237 | Time: 8467.74 ms [2022-04-11 02:54:24 main:581] : INFO : Epoch 1616 | loss: 0.0312403 | val_loss: 0.0312393 | Time: 9519.55 ms [2022-04-11 02:54:34 main:581] : INFO : Epoch 1617 | loss: 0.0312403 | val_loss: 0.0312376 | Time: 9778.94 ms [2022-04-11 02:54:43 main:581] : INFO : Epoch 1618 | loss: 0.0312399 | val_loss: 0.0312386 | Time: 8897.74 ms [2022-04-11 02:54:52 main:581] : INFO : Epoch 1619 | loss: 0.0312468 | val_loss: 0.0312503 | Time: 8655.17 ms [2022-04-11 02:55:00 main:581] : INFO : Epoch 1620 | loss: 0.0312559 | val_loss: 0.0312473 | Time: 8187.88 ms [2022-04-11 02:55:06 main:581] : INFO : Epoch 1621 | loss: 0.031251 | val_loss: 0.0312498 | Time: 6636.48 ms [2022-04-11 02:55:09 main:581] : INFO : Epoch 1622 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2370.08 ms [2022-04-11 02:55:15 main:581] : INFO : Epoch 1623 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 6364.8 ms [2022-04-11 02:55:24 main:581] : INFO : Epoch 1624 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 8673.83 ms [2022-04-11 02:55:34 main:581] : INFO : Epoch 1625 | loss: 0.0312473 | val_loss: 0.0312478 | Time: 9823.77 ms [2022-04-11 02:55:43 main:581] : INFO : Epoch 1626 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 9672.83 ms [2022-04-11 02:55:52 main:581] : INFO : Epoch 1627 | loss: 0.0312484 | val_loss: 0.0312478 | Time: 8631.75 ms [2022-04-11 02:56:01 main:581] : INFO : Epoch 1628 | loss: 0.031247 | val_loss: 0.0312458 | Time: 9229.22 ms [2022-04-11 02:56:11 main:581] : INFO : Epoch 1629 | loss: 0.0312453 | val_loss: 0.0312457 | Time: 9867.85 ms [2022-04-11 02:56:21 main:581] : INFO : Epoch 1630 | loss: 0.0312451 | val_loss: 0.0312462 | Time: 9721.33 ms [2022-04-11 02:56:29 main:581] : INFO : Epoch 1631 | loss: 0.0312447 | val_loss: 0.031247 | Time: 8746.26 ms [2022-04-11 02:56:40 main:581] : INFO : Epoch 1632 | loss: 0.0312451 | val_loss: 0.0312466 | Time: 10799 ms [2022-04-11 02:56:50 main:581] : INFO : Epoch 1633 | loss: 0.0312446 | val_loss: 0.031247 | Time: 9265.86 ms [2022-04-11 02:56:59 main:581] : INFO : Epoch 1634 | loss: 0.031245 | val_loss: 0.0312462 | Time: 8986.75 ms [2022-04-11 02:57:08 main:581] : INFO : Epoch 1635 | loss: 0.0312451 | val_loss: 0.0312469 | Time: 9161.27 ms [2022-04-11 02:57:17 main:581] : INFO : Epoch 1636 | loss: 0.0312448 | val_loss: 0.0312463 | Time: 9097.44 ms [2022-04-11 02:57:27 main:581] : INFO : Epoch 1637 | loss: 0.0312449 | val_loss: 0.0312484 | Time: 10496.4 ms [2022-04-11 02:57:38 main:581] : INFO : Epoch 1638 | loss: 0.0312454 | val_loss: 0.0312465 | Time: 10644.2 ms [2022-04-11 02:57:48 main:581] : INFO : Epoch 1639 | loss: 0.0312448 | val_loss: 0.0312456 | Time: 10482.1 ms [2022-04-11 02:57:59 main:581] : INFO : Epoch 1640 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 10493.1 ms [2022-04-11 02:58:09 main:581] : INFO : Epoch 1641 | loss: 0.0312449 | val_loss: 0.0312457 | Time: 10546.3 ms [2022-04-11 02:58:20 main:581] : INFO : Epoch 1642 | loss: 0.0312451 | val_loss: 0.0312454 | Time: 10365.8 ms [2022-04-11 02:58:30 main:581] : INFO : Epoch 1643 | loss: 0.0312458 | val_loss: 0.0312449 | Time: 10511.8 ms [2022-04-11 02:58:41 main:581] : INFO : Epoch 1644 | loss: 0.0312436 | val_loss: 0.0312446 | Time: 10665.7 ms [2022-04-11 02:58:52 main:581] : INFO : Epoch 1645 | loss: 0.031244 | val_loss: 0.0312457 | Time: 10542.5 ms [2022-04-11 02:59:02 main:581] : INFO : Epoch 1646 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 10435.3 ms [2022-04-11 02:59:12 main:581] : INFO : Epoch 1647 | loss: 0.0312432 | val_loss: 0.031244 | Time: 10394.9 ms [2022-04-11 02:59:23 main:581] : INFO : Epoch 1648 | loss: 0.0312439 | val_loss: 0.0312471 | Time: 10518.9 ms [2022-04-11 02:59:33 main:581] : INFO : Epoch 1649 | loss: 0.0312448 | val_loss: 0.0312449 | Time: 10465.9 ms [2022-04-11 02:59:44 main:581] : INFO : Epoch 1650 | loss: 0.0312436 | val_loss: 0.0312471 | Time: 10467.8 ms [2022-04-11 02:59:54 main:581] : INFO : Epoch 1651 | loss: 0.0312446 | val_loss: 0.0312463 | Time: 10586.8 ms [2022-04-11 03:00:05 main:581] : INFO : Epoch 1652 | loss: 0.0312435 | val_loss: 0.0312458 | Time: 10360 ms [2022-04-11 03:00:15 main:581] : INFO : Epoch 1653 | loss: 0.0312434 | val_loss: 0.0312444 | Time: 10352.5 ms [2022-04-11 03:00:25 main:581] : INFO : Epoch 1654 | loss: 0.0312435 | val_loss: 0.0312444 | Time: 10343.6 ms [2022-04-11 03:00:36 main:581] : INFO : Epoch 1655 | loss: 0.0312439 | val_loss: 0.031246 | Time: 10424.3 ms [2022-04-11 03:00:46 main:581] : INFO : Epoch 1656 | loss: 0.0312442 | val_loss: 0.0312469 | Time: 10303 ms [2022-04-11 03:00:57 main:581] : INFO : Epoch 1657 | loss: 0.0312439 | val_loss: 0.0312462 | Time: 10422.5 ms [2022-04-11 03:01:07 main:581] : INFO : Epoch 1658 | loss: 0.0312437 | val_loss: 0.0312456 | Time: 10422 ms [2022-04-11 03:01:18 main:581] : INFO : Epoch 1659 | loss: 0.0312435 | val_loss: 0.0312493 | Time: 10470.6 ms [2022-04-11 03:01:28 main:581] : INFO : Epoch 1660 | loss: 0.0312471 | val_loss: 0.0312568 | Time: 10637.3 ms [2022-04-11 03:01:39 main:581] : INFO : Epoch 1661 | loss: 0.031246 | val_loss: 0.0312454 | Time: 10448.2 ms [2022-04-11 03:01:49 main:581] : INFO : Epoch 1662 | loss: 0.0312443 | val_loss: 0.0312444 | Time: 10531.4 ms [2022-04-11 03:02:00 main:581] : INFO : Epoch 1663 | loss: 0.0312441 | val_loss: 0.0312452 | Time: 10452 ms [2022-04-11 03:02:10 main:581] : INFO : Epoch 1664 | loss: 0.0312438 | val_loss: 0.0312465 | Time: 10716.5 ms [2022-04-11 03:02:21 main:581] : INFO : Epoch 1665 | loss: 0.0312443 | val_loss: 0.0312447 | Time: 10538.6 ms [2022-04-11 03:02:31 main:581] : INFO : Epoch 1666 | loss: 0.0312434 | val_loss: 0.0312449 | Time: 10519.2 ms [2022-04-11 03:02:42 main:581] : INFO : Epoch 1667 | loss: 0.0312441 | val_loss: 0.0312437 | Time: 10631.6 ms [2022-04-11 03:02:53 main:581] : INFO : Epoch 1668 | loss: 0.0312447 | val_loss: 0.0312438 | Time: 10593.3 ms [2022-04-11 03:03:03 main:581] : INFO : Epoch 1669 | loss: 0.0312466 | val_loss: 0.0312465 | Time: 10550.9 ms [2022-04-11 03:03:14 main:581] : INFO : Epoch 1670 | loss: 0.0312438 | val_loss: 0.0312438 | Time: 10531.5 ms [2022-04-11 03:03:24 main:581] : INFO : Epoch 1671 | loss: 0.0312435 | val_loss: 0.0312441 | Time: 10616.9 ms [2022-04-11 03:03:35 main:581] : INFO : Epoch 1672 | loss: 0.0312437 | val_loss: 0.0312435 | Time: 10432 ms [2022-04-11 03:03:45 main:581] : INFO : Epoch 1673 | loss: 0.0312457 | val_loss: 0.0312482 | Time: 10585.1 ms [2022-04-11 03:03:56 main:581] : INFO : Epoch 1674 | loss: 0.0312469 | val_loss: 0.0312531 | Time: 10630.1 ms [2022-04-11 03:04:06 main:581] : INFO : Epoch 1675 | loss: 0.031248 | val_loss: 0.0312472 | Time: 10525.6 ms [2022-04-11 03:04:17 main:581] : INFO : Epoch 1676 | loss: 0.0312471 | val_loss: 0.0312466 | Time: 10661.5 ms [2022-04-11 03:04:28 main:581] : INFO : Epoch 1677 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 10599.4 ms [2022-04-11 03:04:38 main:581] : INFO : Epoch 1678 | loss: 0.0312458 | val_loss: 0.0312462 | Time: 10605.3 ms [2022-04-11 03:04:49 main:581] : INFO : Epoch 1679 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 10473.4 ms [2022-04-11 03:04:59 main:581] : INFO : Epoch 1680 | loss: 0.0312465 | val_loss: 0.0312494 | Time: 10564.4 ms [2022-04-11 03:05:10 main:581] : INFO : Epoch 1681 | loss: 0.0312466 | val_loss: 0.0312469 | Time: 10432.1 ms [2022-04-11 03:05:20 main:581] : INFO : Epoch 1682 | loss: 0.0312446 | val_loss: 0.0312461 | Time: 10584.8 ms [2022-04-11 03:05:31 main:581] : INFO : Epoch 1683 | loss: 0.0312394 | val_loss: 0.0312399 | Time: 10528.8 ms [2022-04-11 03:05:41 main:581] : INFO : Epoch 1684 | loss: 0.031239 | val_loss: 0.0312409 | Time: 10448.7 ms [2022-04-11 03:05:52 main:581] : INFO : Epoch 1685 | loss: 0.0312399 | val_loss: 0.0312435 | Time: 10455.5 ms [2022-04-11 03:06:02 main:581] : INFO : Epoch 1686 | loss: 0.0312409 | val_loss: 0.0312434 | Time: 10509.8 ms [2022-04-11 03:06:13 main:581] : INFO : Epoch 1687 | loss: 0.0312411 | val_loss: 0.031245 | Time: 10478.1 ms [2022-04-11 03:06:23 main:581] : INFO : Epoch 1688 | loss: 0.0312408 | val_loss: 0.0312422 | Time: 10531.6 ms [2022-04-11 03:06:34 main:581] : INFO : Epoch 1689 | loss: 0.0312415 | val_loss: 0.0312422 | Time: 10484.1 ms [2022-04-11 03:06:44 main:581] : INFO : Epoch 1690 | loss: 0.0312424 | val_loss: 0.0312484 | Time: 10491.7 ms [2022-04-11 03:06:55 main:581] : INFO : Epoch 1691 | loss: 0.0312457 | val_loss: 0.0312529 | Time: 10432.2 ms [2022-04-11 03:07:05 main:581] : INFO : Epoch 1692 | loss: 0.0312455 | val_loss: 0.0312446 | Time: 10567.6 ms [2022-04-11 03:07:16 main:581] : INFO : Epoch 1693 | loss: 0.0312429 | val_loss: 0.0312433 | Time: 10538.7 ms [2022-04-11 03:07:26 main:581] : INFO : Epoch 1694 | loss: 0.0312439 | val_loss: 0.0312465 | Time: 10468.8 ms [2022-04-11 03:07:37 main:581] : INFO : Epoch 1695 | loss: 0.0312439 | val_loss: 0.0312447 | Time: 10625.1 ms [2022-04-11 03:07:48 main:581] : INFO : Epoch 1696 | loss: 0.0312417 | val_loss: 0.0312441 | Time: 10551.4 ms [2022-04-11 03:07:58 main:581] : INFO : Epoch 1697 | loss: 0.0312425 | val_loss: 0.0312489 | Time: 10566.8 ms [2022-04-11 03:08:09 main:581] : INFO : Epoch 1698 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 10533.4 ms [2022-04-11 03:08:19 main:581] : INFO : Epoch 1699 | loss: 0.0312437 | val_loss: 0.0312514 | Time: 10586.8 ms [2022-04-11 03:08:30 main:581] : INFO : Epoch 1700 | loss: 0.0312449 | val_loss: 0.0312458 | Time: 10555.8 ms [2022-04-11 03:08:40 main:581] : INFO : Epoch 1701 | loss: 0.0312424 | val_loss: 0.0312446 | Time: 10453.5 ms [2022-04-11 03:08:51 main:581] : INFO : Epoch 1702 | loss: 0.0312421 | val_loss: 0.0312451 | Time: 10511.6 ms [2022-04-11 03:09:01 main:581] : INFO : Epoch 1703 | loss: 0.0312423 | val_loss: 0.0312431 | Time: 10562.5 ms [2022-04-11 03:09:12 main:581] : INFO : Epoch 1704 | loss: 0.0312423 | val_loss: 0.0312439 | Time: 10527.8 ms [2022-04-11 03:09:22 main:581] : INFO : Epoch 1705 | loss: 0.0312417 | val_loss: 0.0312434 | Time: 10570.4 ms [2022-04-11 03:09:33 main:581] : INFO : Epoch 1706 | loss: 0.031242 | val_loss: 0.0312455 | Time: 10581.2 ms [2022-04-11 03:09:43 main:581] : INFO : Epoch 1707 | loss: 0.0312439 | val_loss: 0.0312475 | Time: 10446.3 ms [2022-04-11 03:09:54 main:581] : INFO : Epoch 1708 | loss: 0.0312435 | val_loss: 0.0312429 | Time: 10529.2 ms [2022-04-11 03:10:05 main:581] : INFO : Epoch 1709 | loss: 0.0312415 | val_loss: 0.0312436 | Time: 10583.7 ms [2022-04-11 03:10:15 main:581] : INFO : Epoch 1710 | loss: 0.0312419 | val_loss: 0.0312432 | Time: 10563.9 ms [2022-04-11 03:10:26 main:581] : INFO : Epoch 1711 | loss: 0.0312428 | val_loss: 0.031244 | Time: 10529.9 ms [2022-04-11 03:10:36 main:581] : INFO : Epoch 1712 | loss: 0.0312446 | val_loss: 0.0312568 | Time: 10369.2 ms [2022-04-11 03:10:47 main:581] : INFO : Epoch 1713 | loss: 0.0312448 | val_loss: 0.0312438 | Time: 10591.9 ms [2022-04-11 03:10:57 main:581] : INFO : Epoch 1714 | loss: 0.0312417 | val_loss: 0.0312438 | Time: 10496 ms [2022-04-11 03:11:07 main:581] : INFO : Epoch 1715 | loss: 0.0312434 | val_loss: 0.0312428 | Time: 10413.7 ms [2022-04-11 03:11:18 main:581] : INFO : Epoch 1716 | loss: 0.0312465 | val_loss: 0.031246 | Time: 10577.5 ms [2022-04-11 03:11:29 main:581] : INFO : Epoch 1717 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 10484.7 ms [2022-04-11 03:11:39 main:581] : INFO : Epoch 1718 | loss: 0.0312429 | val_loss: 0.031246 | Time: 10615.8 ms [2022-04-11 03:11:50 main:581] : INFO : Epoch 1719 | loss: 0.0312446 | val_loss: 0.0312476 | Time: 10466.9 ms [2022-04-11 03:12:00 main:581] : INFO : Epoch 1720 | loss: 0.0312455 | val_loss: 0.031248 | Time: 10555.5 ms [2022-04-11 03:12:11 main:581] : INFO : Epoch 1721 | loss: 0.0312448 | val_loss: 0.0312488 | Time: 10495.1 ms [2022-04-11 03:12:21 main:581] : INFO : Epoch 1722 | loss: 0.0312473 | val_loss: 0.03125 | Time: 10477.7 ms [2022-04-11 03:12:32 main:581] : INFO : Epoch 1723 | loss: 0.0312529 | val_loss: 0.0313024 | Time: 10564 ms [2022-04-11 03:12:42 main:581] : INFO : Epoch 1724 | loss: 0.0313029 | val_loss: 0.0312615 | Time: 10454.6 ms [2022-04-11 03:12:53 main:581] : INFO : Epoch 1725 | loss: 0.0312625 | val_loss: 0.0312583 | Time: 10558.5 ms [2022-04-11 03:13:03 main:581] : INFO : Epoch 1726 | loss: 0.0312532 | val_loss: 0.0312517 | Time: 10564.9 ms [2022-04-11 03:13:14 main:581] : INFO : Epoch 1727 | loss: 0.0312511 | val_loss: 0.0312484 | Time: 10613.4 ms [2022-04-11 03:13:25 main:581] : INFO : Epoch 1728 | loss: 0.0312516 | val_loss: 0.03125 | Time: 10636.9 ms [2022-04-11 03:13:35 main:581] : INFO : Epoch 1729 | loss: 0.0312531 | val_loss: 0.0312502 | Time: 10383.4 ms [2022-04-11 03:13:46 main:581] : INFO : Epoch 1730 | loss: 0.031257 | val_loss: 0.031262 | Time: 10549.2 ms [2022-04-11 03:13:56 main:581] : INFO : Epoch 1731 | loss: 0.0312553 | val_loss: 0.0312565 | Time: 10430.1 ms [2022-04-11 03:14:07 main:581] : INFO : Epoch 1732 | loss: 0.031251 | val_loss: 0.0312501 | Time: 10551.8 ms [2022-04-11 03:14:17 main:581] : INFO : Epoch 1733 | loss: 0.0312488 | val_loss: 0.0312537 | Time: 10482.2 ms [2022-04-11 03:14:28 main:581] : INFO : Epoch 1734 | loss: 0.0312497 | val_loss: 0.0312485 | Time: 10512.1 ms [2022-04-11 03:14:38 main:581] : INFO : Epoch 1735 | loss: 0.0312492 | val_loss: 0.0312481 | Time: 10660.3 ms [2022-04-11 03:14:49 main:581] : INFO : Epoch 1736 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 10465 ms [2022-04-11 03:14:59 main:581] : INFO : Epoch 1737 | loss: 0.0312498 | val_loss: 0.0312478 | Time: 10610 ms [2022-04-11 03:15:10 main:581] : INFO : Epoch 1738 | loss: 0.0312506 | val_loss: 0.0312485 | Time: 10564.3 ms [2022-04-11 03:15:19 main:581] : INFO : Epoch 1739 | loss: 0.031251 | val_loss: 0.0312624 | Time: 9567.97 ms [2022-04-11 03:15:29 main:581] : INFO : Epoch 1740 | loss: 0.0312582 | val_loss: 0.031254 | Time: 9554.3 ms [2022-04-11 03:15:38 main:581] : INFO : Epoch 1741 | loss: 0.0312569 | val_loss: 0.0312575 | Time: 8997.92 ms [2022-04-11 03:15:48 main:581] : INFO : Epoch 1742 | loss: 0.032863 | val_loss: 0.0410246 | Time: 10008.1 ms [2022-04-11 03:15:58 main:581] : INFO : Epoch 1743 | loss: 0.054873 | val_loss: 0.0364769 | Time: 9939.83 ms [2022-04-11 03:16:07 main:581] : INFO : Epoch 1744 | loss: 0.0327042 | val_loss: 0.0321405 | Time: 9003.55 ms [2022-04-11 03:16:17 main:581] : INFO : Epoch 1745 | loss: 0.031537 | val_loss: 0.0313462 | Time: 9664.03 ms [2022-04-11 03:16:26 main:581] : INFO : Epoch 1746 | loss: 0.0313062 | val_loss: 0.0312715 | Time: 9763.89 ms [2022-04-11 03:16:35 main:581] : INFO : Epoch 1747 | loss: 0.031264 | val_loss: 0.0312553 | Time: 8807.15 ms [2022-04-11 03:16:45 main:581] : INFO : Epoch 1748 | loss: 0.0312538 | val_loss: 0.03125 | Time: 10200.2 ms [2022-04-11 03:16:55 main:581] : INFO : Epoch 1749 | loss: 0.0312502 | val_loss: 0.031248 | Time: 9325.33 ms [2022-04-11 03:17:04 main:581] : INFO : Epoch 1750 | loss: 0.0312489 | val_loss: 0.0312473 | Time: 9265.92 ms [2022-04-11 03:17:14 main:581] : INFO : Epoch 1751 | loss: 0.0312485 | val_loss: 0.031247 | Time: 10239 ms [2022-04-11 03:17:23 main:581] : INFO : Epoch 1752 | loss: 0.0312482 | val_loss: 0.0312467 | Time: 8773.08 ms [2022-04-11 03:17:34 main:581] : INFO : Epoch 1753 | loss: 0.0312479 | val_loss: 0.0312464 | Time: 10899.8 ms [2022-04-11 03:17:42 main:581] : INFO : Epoch 1754 | loss: 0.0312475 | val_loss: 0.0312462 | Time: 8635.05 ms [2022-04-11 03:17:48 main:581] : INFO : Epoch 1755 | loss: 0.0312477 | val_loss: 0.031246 | Time: 5569.56 ms [2022-04-11 03:17:51 main:581] : INFO : Epoch 1756 | loss: 0.0312474 | val_loss: 0.0312459 | Time: 3141.54 ms [2022-04-11 03:17:59 main:581] : INFO : Epoch 1757 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 7642.95 ms [2022-04-11 03:18:08 main:581] : INFO : Epoch 1758 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 9359.34 ms [2022-04-11 03:18:18 main:581] : INFO : Epoch 1759 | loss: 0.0312471 | val_loss: 0.0312462 | Time: 9593.82 ms [2022-04-11 03:18:28 main:581] : INFO : Epoch 1760 | loss: 0.0312474 | val_loss: 0.0312466 | Time: 9877.95 ms [2022-04-11 03:18:36 main:581] : INFO : Epoch 1761 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 8580.47 ms [2022-04-11 03:18:47 main:581] : INFO : Epoch 1762 | loss: 0.0312465 | val_loss: 0.0312455 | Time: 10544.1 ms [2022-04-11 03:18:56 main:581] : INFO : Epoch 1763 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 9191.09 ms [2022-04-11 03:19:06 main:581] : INFO : Epoch 1764 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 9795.02 ms [2022-04-11 03:19:16 main:581] : INFO : Epoch 1765 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 9878.23 ms [2022-04-11 03:19:25 main:581] : INFO : Epoch 1766 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 9023.96 ms [2022-04-11 03:19:34 main:581] : INFO : Epoch 1767 | loss: 0.031246 | val_loss: 0.0312451 | Time: 9797.08 ms [2022-04-11 03:19:44 main:581] : INFO : Epoch 1768 | loss: 0.0312461 | val_loss: 0.0312449 | Time: 9401.25 ms [2022-04-11 03:19:53 main:581] : INFO : Epoch 1769 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 9519.88 ms [2022-04-11 03:20:03 main:581] : INFO : Epoch 1770 | loss: 0.031246 | val_loss: 0.0312447 | Time: 9769.69 ms [2022-04-11 03:20:12 main:581] : INFO : Epoch 1771 | loss: 0.031246 | val_loss: 0.0312447 | Time: 8769.86 ms [2022-04-11 03:20:21 main:581] : INFO : Epoch 1772 | loss: 0.0312461 | val_loss: 0.0312446 | Time: 9090.44 ms [2022-04-11 03:20:31 main:581] : INFO : Epoch 1773 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 9461.97 ms [2022-04-11 03:20:41 main:581] : INFO : Epoch 1774 | loss: 0.031246 | val_loss: 0.0312445 | Time: 10467.6 ms [2022-04-11 03:20:51 main:581] : INFO : Epoch 1775 | loss: 0.0312457 | val_loss: 0.0312444 | Time: 10508.2 ms [2022-04-11 03:21:02 main:581] : INFO : Epoch 1776 | loss: 0.0312456 | val_loss: 0.0312449 | Time: 10461.1 ms [2022-04-11 03:21:12 main:581] : INFO : Epoch 1777 | loss: 0.0312459 | val_loss: 0.0312446 | Time: 10416 ms [2022-04-11 03:21:23 main:581] : INFO : Epoch 1778 | loss: 0.0312457 | val_loss: 0.0312444 | Time: 10401 ms [2022-04-11 03:21:33 main:581] : INFO : Epoch 1779 | loss: 0.0312454 | val_loss: 0.0312443 | Time: 10374.2 ms [2022-04-11 03:21:44 main:581] : INFO : Epoch 1780 | loss: 0.0312454 | val_loss: 0.0312445 | Time: 10424.7 ms [2022-04-11 03:21:54 main:581] : INFO : Epoch 1781 | loss: 0.0312456 | val_loss: 0.0312445 | Time: 10575.1 ms [2022-04-11 03:22:05 main:581] : INFO : Epoch 1782 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 10501.9 ms [2022-04-11 03:22:15 main:581] : INFO : Epoch 1783 | loss: 0.0312455 | val_loss: 0.0312448 | Time: 10481.5 ms [2022-04-11 03:22:26 main:581] : INFO : Epoch 1784 | loss: 0.0312457 | val_loss: 0.0312446 | Time: 10501.4 ms [2022-04-11 03:22:36 main:581] : INFO : Epoch 1785 | loss: 0.0312453 | val_loss: 0.0312441 | Time: 10456.9 ms [2022-04-11 03:22:47 main:581] : INFO : Epoch 1786 | loss: 0.0312451 | val_loss: 0.031244 | Time: 10541.6 ms [2022-04-11 03:22:57 main:581] : INFO : Epoch 1787 | loss: 0.0312454 | val_loss: 0.0312446 | Time: 10425.9 ms [2022-04-11 03:23:08 main:581] : INFO : Epoch 1788 | loss: 0.031246 | val_loss: 0.031244 | Time: 10495.8 ms [2022-04-11 03:23:18 main:581] : INFO : Epoch 1789 | loss: 0.0312456 | val_loss: 0.0312439 | Time: 10423.8 ms [2022-04-11 03:23:28 main:581] : INFO : Epoch 1790 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 10502.8 ms [2022-04-11 03:23:39 main:581] : INFO : Epoch 1791 | loss: 0.0312452 | val_loss: 0.0312442 | Time: 10499.5 ms [2022-04-11 03:23:49 main:581] : INFO : Epoch 1792 | loss: 0.0312452 | val_loss: 0.031244 | Time: 10405.2 ms [2022-04-11 03:24:00 main:581] : INFO : Epoch 1793 | loss: 0.031245 | val_loss: 0.031244 | Time: 10475 ms [2022-04-11 03:24:11 main:581] : INFO : Epoch 1794 | loss: 0.031245 | val_loss: 0.0312441 | Time: 10616.9 ms [2022-04-11 03:24:21 main:581] : INFO : Epoch 1795 | loss: 0.031245 | val_loss: 0.0312439 | Time: 10448.7 ms [2022-04-11 03:24:31 main:581] : INFO : Epoch 1796 | loss: 0.031245 | val_loss: 0.031244 | Time: 10495 ms [2022-04-11 03:24:42 main:581] : INFO : Epoch 1797 | loss: 0.0312447 | val_loss: 0.0312441 | Time: 10399.8 ms [2022-04-11 03:24:52 main:581] : INFO : Epoch 1798 | loss: 0.0312449 | val_loss: 0.0312439 | Time: 10420.8 ms [2022-04-11 03:25:03 main:581] : INFO : Epoch 1799 | loss: 0.0312447 | val_loss: 0.0312437 | Time: 10394.8 ms [2022-04-11 03:25:13 main:581] : INFO : Epoch 1800 | loss: 0.0312447 | val_loss: 0.0312437 | Time: 10487.5 ms [2022-04-11 03:25:24 main:581] : INFO : Epoch 1801 | loss: 0.0312447 | val_loss: 0.0312437 | Time: 10476.1 ms [2022-04-11 03:25:34 main:581] : INFO : Epoch 1802 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 10551.8 ms [2022-04-11 03:25:45 main:581] : INFO : Epoch 1803 | loss: 0.0312447 | val_loss: 0.0312439 | Time: 10471.9 ms [2022-04-11 03:25:55 main:581] : INFO : Epoch 1804 | loss: 0.0312448 | val_loss: 0.0312436 | Time: 10420.8 ms [2022-04-11 03:26:06 main:581] : INFO : Epoch 1805 | loss: 0.0312446 | val_loss: 0.0312442 | Time: 10425.5 ms [2022-04-11 03:26:16 main:581] : INFO : Epoch 1806 | loss: 0.0312452 | val_loss: 0.031245 | Time: 10471.4 ms [2022-04-11 03:26:26 main:581] : INFO : Epoch 1807 | loss: 0.0312451 | val_loss: 0.0312439 | Time: 10438 ms [2022-04-11 03:26:37 main:581] : INFO : Epoch 1808 | loss: 0.0312444 | val_loss: 0.0312451 | Time: 10278.8 ms [2022-04-11 03:26:47 main:581] : INFO : Epoch 1809 | loss: 0.0312449 | val_loss: 0.0312436 | Time: 10491.6 ms [2022-04-11 03:26:58 main:581] : INFO : Epoch 1810 | loss: 0.0312444 | val_loss: 0.0312434 | Time: 10560.3 ms [2022-04-11 03:27:08 main:581] : INFO : Epoch 1811 | loss: 0.0312448 | val_loss: 0.0312435 | Time: 10587.5 ms [2022-04-11 03:27:19 main:581] : INFO : Epoch 1812 | loss: 0.0312445 | val_loss: 0.0312438 | Time: 10452.4 ms [2022-04-11 03:27:29 main:581] : INFO : Epoch 1813 | loss: 0.0312443 | val_loss: 0.0312439 | Time: 10384.1 ms [2022-04-11 03:27:40 main:581] : INFO : Epoch 1814 | loss: 0.0312446 | val_loss: 0.0312435 | Time: 10459.8 ms [2022-04-11 03:27:50 main:581] : INFO : Epoch 1815 | loss: 0.0312443 | val_loss: 0.0312433 | Time: 10431.8 ms [2022-04-11 03:28:01 main:581] : INFO : Epoch 1816 | loss: 0.0312442 | val_loss: 0.0312433 | Time: 10563.8 ms [2022-04-11 03:28:11 main:581] : INFO : Epoch 1817 | loss: 0.0312447 | val_loss: 0.0312444 | Time: 10397.6 ms [2022-04-11 03:28:22 main:581] : INFO : Epoch 1818 | loss: 0.0312445 | val_loss: 0.0312432 | Time: 10525.9 ms [2022-04-11 03:28:32 main:581] : INFO : Epoch 1819 | loss: 0.031244 | val_loss: 0.0312431 | Time: 10589.8 ms [2022-04-11 03:28:43 main:581] : INFO : Epoch 1820 | loss: 0.0312441 | val_loss: 0.0312433 | Time: 10394 ms [2022-04-11 03:28:53 main:581] : INFO : Epoch 1821 | loss: 0.0312444 | val_loss: 0.0312435 | Time: 10421.9 ms [2022-04-11 03:29:03 main:581] : INFO : Epoch 1822 | loss: 0.0312443 | val_loss: 0.0312431 | Time: 10429.8 ms [2022-04-11 03:29:14 main:581] : INFO : Epoch 1823 | loss: 0.031244 | val_loss: 0.0312429 | Time: 10464.9 ms [2022-04-11 03:29:24 main:581] : INFO : Epoch 1824 | loss: 0.0312438 | val_loss: 0.0312433 | Time: 10483.1 ms [2022-04-11 03:29:35 main:581] : INFO : Epoch 1825 | loss: 0.0312443 | val_loss: 0.0312438 | Time: 10480.7 ms [2022-04-11 03:29:45 main:581] : INFO : Epoch 1826 | loss: 0.0312439 | val_loss: 0.031243 | Time: 10442.2 ms [2022-04-11 03:29:56 main:581] : INFO : Epoch 1827 | loss: 0.0312439 | val_loss: 0.0312428 | Time: 10332.3 ms [2022-04-11 03:30:06 main:581] : INFO : Epoch 1828 | loss: 0.031244 | val_loss: 0.0312446 | Time: 10551.7 ms [2022-04-11 03:30:17 main:581] : INFO : Epoch 1829 | loss: 0.0312448 | val_loss: 0.0312434 | Time: 10415.8 ms [2022-04-11 03:30:27 main:581] : INFO : Epoch 1830 | loss: 0.0312439 | val_loss: 0.0312432 | Time: 10551.9 ms [2022-04-11 03:30:38 main:581] : INFO : Epoch 1831 | loss: 0.031244 | val_loss: 0.0312432 | Time: 10567.7 ms [2022-04-11 03:30:48 main:581] : INFO : Epoch 1832 | loss: 0.031244 | val_loss: 0.0312427 | Time: 10608.2 ms [2022-04-11 03:30:59 main:581] : INFO : Epoch 1833 | loss: 0.0312438 | val_loss: 0.031244 | Time: 10467.5 ms [2022-04-11 03:31:09 main:581] : INFO : Epoch 1834 | loss: 0.0312447 | val_loss: 0.0312431 | Time: 10412.1 ms [2022-04-11 03:31:20 main:581] : INFO : Epoch 1835 | loss: 0.0312445 | val_loss: 0.0312427 | Time: 10458.6 ms [2022-04-11 03:31:30 main:581] : INFO : Epoch 1836 | loss: 0.031244 | val_loss: 0.0312429 | Time: 10433.1 ms [2022-04-11 03:31:41 main:581] : INFO : Epoch 1837 | loss: 0.0312442 | val_loss: 0.0312428 | Time: 10538.1 ms [2022-04-11 03:31:51 main:581] : INFO : Epoch 1838 | loss: 0.0312439 | val_loss: 0.0312427 | Time: 10359.5 ms [2022-04-11 03:32:01 main:581] : INFO : Epoch 1839 | loss: 0.0312438 | val_loss: 0.0312439 | Time: 10464.5 ms [2022-04-11 03:32:12 main:581] : INFO : Epoch 1840 | loss: 0.0312443 | val_loss: 0.0312434 | Time: 10352.1 ms [2022-04-11 03:32:22 main:581] : INFO : Epoch 1841 | loss: 0.0312435 | val_loss: 0.0312426 | Time: 10441 ms [2022-04-11 03:32:33 main:581] : INFO : Epoch 1842 | loss: 0.0312439 | val_loss: 0.0312432 | Time: 10351.2 ms [2022-04-11 03:32:43 main:581] : INFO : Epoch 1843 | loss: 0.0312438 | val_loss: 0.0312441 | Time: 10390.1 ms [2022-04-11 03:32:53 main:581] : INFO : Epoch 1844 | loss: 0.0312448 | val_loss: 0.0312435 | Time: 10364.6 ms [2022-04-11 03:33:04 main:581] : INFO : Epoch 1845 | loss: 0.0312437 | val_loss: 0.0312431 | Time: 10269.4 ms [2022-04-11 03:33:14 main:581] : INFO : Epoch 1846 | loss: 0.0312433 | val_loss: 0.0312425 | Time: 10292.9 ms [2022-04-11 03:33:24 main:581] : INFO : Epoch 1847 | loss: 0.0312446 | val_loss: 0.0312436 | Time: 10297 ms [2022-04-11 03:33:35 main:581] : INFO : Epoch 1848 | loss: 0.0312439 | val_loss: 0.0312426 | Time: 10295 ms [2022-04-11 03:33:45 main:581] : INFO : Epoch 1849 | loss: 0.0312437 | val_loss: 0.0312424 | Time: 10326.3 ms [2022-04-11 03:33:55 main:581] : INFO : Epoch 1850 | loss: 0.0312436 | val_loss: 0.0312426 | Time: 10329.6 ms [2022-04-11 03:34:06 main:581] : INFO : Epoch 1851 | loss: 0.0312433 | val_loss: 0.0312424 | Time: 10478.1 ms [2022-04-11 03:34:16 main:581] : INFO : Epoch 1852 | loss: 0.031244 | val_loss: 0.0312438 | Time: 10408.9 ms [2022-04-11 03:34:26 main:581] : INFO : Epoch 1853 | loss: 0.031244 | val_loss: 0.0312428 | Time: 10286.8 ms [2022-04-11 03:34:37 main:581] : INFO : Epoch 1854 | loss: 0.031244 | val_loss: 0.0312435 | Time: 10355.6 ms [2022-04-11 03:34:47 main:581] : INFO : Epoch 1855 | loss: 0.0312444 | val_loss: 0.0312425 | Time: 10354.9 ms [2022-04-11 03:34:58 main:581] : INFO : Epoch 1856 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 10429.3 ms [2022-04-11 03:35:08 main:581] : INFO : Epoch 1857 | loss: 0.0312433 | val_loss: 0.0312425 | Time: 10179.2 ms [2022-04-11 03:35:18 main:581] : INFO : Epoch 1858 | loss: 0.0312439 | val_loss: 0.0312433 | Time: 10414.1 ms [2022-04-11 03:35:28 main:581] : INFO : Epoch 1859 | loss: 0.0312441 | val_loss: 0.0312435 | Time: 10313.2 ms [2022-04-11 03:35:39 main:581] : INFO : Epoch 1860 | loss: 0.0312437 | val_loss: 0.031242 | Time: 10446.6 ms [2022-04-11 03:35:49 main:581] : INFO : Epoch 1861 | loss: 0.0312433 | val_loss: 0.0312425 | Time: 10485.9 ms [2022-04-11 03:36:00 main:581] : INFO : Epoch 1862 | loss: 0.0312434 | val_loss: 0.0312423 | Time: 10489.6 ms [2022-04-11 03:36:10 main:581] : INFO : Epoch 1863 | loss: 0.0312437 | val_loss: 0.0312423 | Time: 10490.5 ms [2022-04-11 03:36:21 main:581] : INFO : Epoch 1864 | loss: 0.0312442 | val_loss: 0.0312435 | Time: 10409.7 ms [2022-04-11 03:36:31 main:581] : INFO : Epoch 1865 | loss: 0.0312438 | val_loss: 0.0312423 | Time: 10568.6 ms [2022-04-11 03:36:42 main:581] : INFO : Epoch 1866 | loss: 0.0312431 | val_loss: 0.0312421 | Time: 10479.3 ms [2022-04-11 03:36:52 main:581] : INFO : Epoch 1867 | loss: 0.0312437 | val_loss: 0.031243 | Time: 10531.3 ms [2022-04-11 03:37:03 main:581] : INFO : Epoch 1868 | loss: 0.031244 | val_loss: 0.031242 | Time: 10535.4 ms [2022-04-11 03:37:13 main:581] : INFO : Epoch 1869 | loss: 0.0312429 | val_loss: 0.0312423 | Time: 10359.1 ms [2022-04-11 03:37:24 main:581] : INFO : Epoch 1870 | loss: 0.0312428 | val_loss: 0.031242 | Time: 10428.5 ms [2022-04-11 03:37:34 main:581] : INFO : Epoch 1871 | loss: 0.031243 | val_loss: 0.0312429 | Time: 10433.1 ms [2022-04-11 03:37:44 main:581] : INFO : Epoch 1872 | loss: 0.031243 | val_loss: 0.0312424 | Time: 10397.8 ms [2022-04-11 03:37:55 main:581] : INFO : Epoch 1873 | loss: 0.031243 | val_loss: 0.0312432 | Time: 10466.8 ms [2022-04-11 03:38:06 main:581] : INFO : Epoch 1874 | loss: 0.0312433 | val_loss: 0.0312426 | Time: 10732.8 ms [2022-04-11 03:38:15 main:581] : INFO : Epoch 1875 | loss: 0.031243 | val_loss: 0.0312418 | Time: 9086.93 ms [2022-04-11 03:38:24 main:581] : INFO : Epoch 1876 | loss: 0.0312426 | val_loss: 0.0312427 | Time: 9580.05 ms [2022-04-11 03:38:34 main:581] : INFO : Epoch 1877 | loss: 0.0312432 | val_loss: 0.0312424 | Time: 9322.56 ms [2022-04-11 03:38:42 main:581] : INFO : Epoch 1878 | loss: 0.0312435 | val_loss: 0.0312422 | Time: 8489.96 ms [2022-04-11 03:38:52 main:581] : INFO : Epoch 1879 | loss: 0.0312428 | val_loss: 0.0312423 | Time: 9766.58 ms [2022-04-11 03:39:02 main:581] : INFO : Epoch 1880 | loss: 0.031243 | val_loss: 0.0312418 | Time: 9720.1 ms [2022-04-11 03:39:11 main:581] : INFO : Epoch 1881 | loss: 0.0312425 | val_loss: 0.0312417 | Time: 9348.53 ms [2022-04-11 03:39:21 main:581] : INFO : Epoch 1882 | loss: 0.0312424 | val_loss: 0.0312422 | Time: 9532.19 ms [2022-04-11 03:39:30 main:581] : INFO : Epoch 1883 | loss: 0.0312431 | val_loss: 0.031243 | Time: 9845.94 ms [2022-04-11 03:39:39 main:581] : INFO : Epoch 1884 | loss: 0.0312437 | val_loss: 0.0312435 | Time: 9042.2 ms [2022-04-11 03:39:49 main:581] : INFO : Epoch 1885 | loss: 0.031243 | val_loss: 0.031242 | Time: 9571.72 ms [2022-04-11 03:39:58 main:581] : INFO : Epoch 1886 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 9239.62 ms [2022-04-11 03:40:07 main:581] : INFO : Epoch 1887 | loss: 0.0312427 | val_loss: 0.0312419 | Time: 8687.28 ms [2022-04-11 03:40:16 main:581] : INFO : Epoch 1888 | loss: 0.0312424 | val_loss: 0.0312427 | Time: 9370.95 ms [2022-04-11 03:40:26 main:581] : INFO : Epoch 1889 | loss: 0.031244 | val_loss: 0.0312429 | Time: 9679.52 ms [2022-04-11 03:40:34 main:581] : INFO : Epoch 1890 | loss: 0.0312448 | val_loss: 0.0312424 | Time: 7935.16 ms [2022-04-11 03:40:45 main:581] : INFO : Epoch 1891 | loss: 0.0312433 | val_loss: 0.0312414 | Time: 10596.7 ms [2022-04-11 03:40:55 main:581] : INFO : Epoch 1892 | loss: 0.0312436 | val_loss: 0.0312451 | Time: 10477.9 ms [2022-04-11 03:41:04 main:581] : INFO : Epoch 1893 | loss: 0.0312433 | val_loss: 0.0312465 | Time: 9162.79 ms [2022-04-11 03:41:14 main:581] : INFO : Epoch 1894 | loss: 0.0312438 | val_loss: 0.0312423 | Time: 9876.74 ms [2022-04-11 03:41:23 main:581] : INFO : Epoch 1895 | loss: 0.0312431 | val_loss: 0.0312427 | Time: 9029.75 ms [2022-04-11 03:41:34 main:581] : INFO : Epoch 1896 | loss: 0.031243 | val_loss: 0.0312419 | Time: 10825.7 ms [2022-04-11 03:41:42 main:581] : INFO : Epoch 1897 | loss: 0.0312439 | val_loss: 0.0312434 | Time: 8147.81 ms [2022-04-11 03:41:53 main:581] : INFO : Epoch 1898 | loss: 0.0312423 | val_loss: 0.0312417 | Time: 10773.1 ms [2022-04-11 03:42:02 main:581] : INFO : Epoch 1899 | loss: 0.0312425 | val_loss: 0.0312424 | Time: 8712.24 ms [2022-04-11 03:42:10 main:581] : INFO : Epoch 1900 | loss: 0.0312437 | val_loss: 0.0312413 | Time: 8683.5 ms [2022-04-11 03:42:21 main:581] : INFO : Epoch 1901 | loss: 0.0312442 | val_loss: 0.0312412 | Time: 10574.5 ms [2022-04-11 03:42:29 main:581] : INFO : Epoch 1902 | loss: 0.0312426 | val_loss: 0.0312414 | Time: 8570.19 ms [2022-04-11 03:42:40 main:581] : INFO : Epoch 1903 | loss: 0.0312423 | val_loss: 0.0312422 | Time: 11007.8 ms [2022-04-11 03:42:49 main:581] : INFO : Epoch 1904 | loss: 0.031243 | val_loss: 0.0312418 | Time: 8541.46 ms [2022-04-11 03:42:58 main:581] : INFO : Epoch 1905 | loss: 0.0312455 | val_loss: 0.0312413 | Time: 8981.72 ms [2022-04-11 03:43:08 main:581] : INFO : Epoch 1906 | loss: 0.0312432 | val_loss: 0.0312417 | Time: 10445.6 ms [2022-04-11 03:43:17 main:581] : INFO : Epoch 1907 | loss: 0.0312429 | val_loss: 0.0312419 | Time: 8594.57 ms [2022-04-11 03:43:27 main:581] : INFO : Epoch 1908 | loss: 0.0312426 | val_loss: 0.0312432 | Time: 9781.85 ms [2022-04-11 03:43:36 main:581] : INFO : Epoch 1909 | loss: 0.0312429 | val_loss: 0.0312435 | Time: 9728.87 ms [2022-04-11 03:43:44 main:581] : INFO : Epoch 1910 | loss: 0.0312432 | val_loss: 0.0312431 | Time: 7953.48 ms [2022-04-11 03:43:55 main:581] : INFO : Epoch 1911 | loss: 0.0312425 | val_loss: 0.031242 | Time: 10278.7 ms [2022-04-11 03:44:05 main:581] : INFO : Epoch 1912 | loss: 0.0312422 | val_loss: 0.0312417 | Time: 10346 ms [2022-04-11 03:44:15 main:581] : INFO : Epoch 1913 | loss: 0.0312422 | val_loss: 0.0312444 | Time: 10422.7 ms [2022-04-11 03:44:26 main:581] : INFO : Epoch 1914 | loss: 0.0312443 | val_loss: 0.0312422 | Time: 10495.9 ms [2022-04-11 03:44:37 main:581] : INFO : Epoch 1915 | loss: 0.0312433 | val_loss: 0.031241 | Time: 10514.9 ms [2022-04-11 03:44:47 main:581] : INFO : Epoch 1916 | loss: 0.0312432 | val_loss: 0.031241 | Time: 10446.3 ms [2022-04-11 03:44:57 main:581] : INFO : Epoch 1917 | loss: 0.0312415 | val_loss: 0.0312414 | Time: 10452.2 ms [2022-04-11 03:45:08 main:581] : INFO : Epoch 1918 | loss: 0.0312431 | val_loss: 0.0312421 | Time: 10490.5 ms [2022-04-11 03:45:18 main:581] : INFO : Epoch 1919 | loss: 0.0312427 | val_loss: 0.0312413 | Time: 10458.9 ms [2022-04-11 03:45:29 main:581] : INFO : Epoch 1920 | loss: 0.0312425 | val_loss: 0.0312417 | Time: 10372.5 ms [2022-04-11 03:45:39 main:581] : INFO : Epoch 1921 | loss: 0.0312433 | val_loss: 0.0312411 | Time: 10368 ms [2022-04-11 03:45:49 main:581] : INFO : Epoch 1922 | loss: 0.0312414 | val_loss: 0.0312408 | Time: 10374.1 ms [2022-04-11 03:46:00 main:581] : INFO : Epoch 1923 | loss: 0.0312415 | val_loss: 0.0312408 | Time: 10413.5 ms [2022-04-11 03:46:10 main:581] : INFO : Epoch 1924 | loss: 0.0312434 | val_loss: 0.0312409 | Time: 10450.6 ms [2022-04-11 03:46:21 main:581] : INFO : Epoch 1925 | loss: 0.0312436 | val_loss: 0.0312412 | Time: 10472.1 ms [2022-04-11 03:46:31 main:581] : INFO : Epoch 1926 | loss: 0.0312442 | val_loss: 0.0312408 | Time: 10443.4 ms [2022-04-11 03:46:42 main:581] : INFO : Epoch 1927 | loss: 0.0312441 | val_loss: 0.031244 | Time: 10522.9 ms [2022-04-11 03:46:52 main:581] : INFO : Epoch 1928 | loss: 0.0312441 | val_loss: 0.0312409 | Time: 10288.8 ms [2022-04-11 03:47:02 main:581] : INFO : Epoch 1929 | loss: 0.0312417 | val_loss: 0.0312418 | Time: 10395.8 ms [2022-04-11 03:47:13 main:581] : INFO : Epoch 1930 | loss: 0.0312426 | val_loss: 0.0312418 | Time: 10457.6 ms [2022-04-11 03:47:23 main:581] : INFO : Epoch 1931 | loss: 0.0312418 | val_loss: 0.0312416 | Time: 10301.8 ms [2022-04-11 03:47:34 main:581] : INFO : Epoch 1932 | loss: 0.0312433 | val_loss: 0.0312425 | Time: 10327.2 ms [2022-04-11 03:47:44 main:581] : INFO : Epoch 1933 | loss: 0.0312418 | val_loss: 0.0312413 | Time: 10426.5 ms [2022-04-11 03:47:54 main:581] : INFO : Epoch 1934 | loss: 0.031242 | val_loss: 0.0312423 | Time: 10369.7 ms [2022-04-11 03:48:05 main:581] : INFO : Epoch 1935 | loss: 0.0312418 | val_loss: 0.031242 | Time: 10493.9 ms [2022-04-11 03:48:15 main:581] : INFO : Epoch 1936 | loss: 0.0312417 | val_loss: 0.0312408 | Time: 10416.1 ms [2022-04-11 03:48:26 main:581] : INFO : Epoch 1937 | loss: 0.0312436 | val_loss: 0.0312408 | Time: 10508.3 ms [2022-04-11 03:48:36 main:581] : INFO : Epoch 1938 | loss: 0.0312435 | val_loss: 0.031247 | Time: 10556.9 ms [2022-04-11 03:48:47 main:581] : INFO : Epoch 1939 | loss: 0.0312455 | val_loss: 0.0312435 | Time: 10470.6 ms [2022-04-11 03:48:57 main:581] : INFO : Epoch 1940 | loss: 0.0312421 | val_loss: 0.0312416 | Time: 10563.3 ms [2022-04-11 03:49:08 main:581] : INFO : Epoch 1941 | loss: 0.0312414 | val_loss: 0.0312407 | Time: 10461.6 ms [2022-04-11 03:49:18 main:581] : INFO : Epoch 1942 | loss: 0.0312433 | val_loss: 0.0312422 | Time: 10546.1 ms [2022-04-11 03:49:29 main:581] : INFO : Epoch 1943 | loss: 0.031243 | val_loss: 0.0312421 | Time: 10507.8 ms [2022-04-11 03:49:39 main:581] : INFO : Epoch 1944 | loss: 0.0312422 | val_loss: 0.0312404 | Time: 10528.8 ms [2022-04-11 03:49:50 main:581] : INFO : Epoch 1945 | loss: 0.031244 | val_loss: 0.031242 | Time: 10426.1 ms [2022-04-11 03:50:00 main:581] : INFO : Epoch 1946 | loss: 0.0312411 | val_loss: 0.0312404 | Time: 10501.6 ms [2022-04-11 03:50:11 main:581] : INFO : Epoch 1947 | loss: 0.0312409 | val_loss: 0.0312417 | Time: 10578.2 ms [2022-04-11 03:50:21 main:581] : INFO : Epoch 1948 | loss: 0.0312453 | val_loss: 0.0312409 | Time: 10416.1 ms [2022-04-11 03:50:32 main:581] : INFO : Epoch 1949 | loss: 0.0312418 | val_loss: 0.031242 | Time: 10495.8 ms [2022-04-11 03:50:42 main:581] : INFO : Epoch 1950 | loss: 0.0312422 | val_loss: 0.0312489 | Time: 10507.5 ms [2022-04-11 03:50:53 main:581] : INFO : Epoch 1951 | loss: 0.0312446 | val_loss: 0.0312412 | Time: 10560.2 ms [2022-04-11 03:51:03 main:581] : INFO : Epoch 1952 | loss: 0.0312469 | val_loss: 0.0312551 | Time: 10535.8 ms [2022-04-11 03:51:14 main:581] : INFO : Epoch 1953 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 10459.3 ms [2022-04-11 03:51:24 main:581] : INFO : Epoch 1954 | loss: 0.0312437 | val_loss: 0.031241 | Time: 10568.3 ms [2022-04-11 03:51:35 main:581] : INFO : Epoch 1955 | loss: 0.0312416 | val_loss: 0.0312409 | Time: 10499.8 ms [2022-04-11 03:51:46 main:581] : INFO : Epoch 1956 | loss: 0.0312431 | val_loss: 0.0312414 | Time: 10599.8 ms [2022-04-11 03:51:56 main:581] : INFO : Epoch 1957 | loss: 0.0312444 | val_loss: 0.0312409 | Time: 10501.8 ms [2022-04-11 03:52:07 main:581] : INFO : Epoch 1958 | loss: 0.0312418 | val_loss: 0.0312423 | Time: 10494.1 ms [2022-04-11 03:52:17 main:581] : INFO : Epoch 1959 | loss: 0.0312416 | val_loss: 0.0312426 | Time: 10507.8 ms [2022-04-11 03:52:28 main:581] : INFO : Epoch 1960 | loss: 0.0312422 | val_loss: 0.0312421 | Time: 10445.1 ms [2022-04-11 03:52:38 main:581] : INFO : Epoch 1961 | loss: 0.0312412 | val_loss: 0.031241 | Time: 10475.6 ms [2022-04-11 03:52:48 main:581] : INFO : Epoch 1962 | loss: 0.0312418 | val_loss: 0.031241 | Time: 10440.3 ms [2022-04-11 03:52:59 main:581] : INFO : Epoch 1963 | loss: 0.0312426 | val_loss: 0.0312411 | Time: 10542.4 ms [2022-04-11 03:53:09 main:581] : INFO : Epoch 1964 | loss: 0.0312432 | val_loss: 0.0312412 | Time: 10501.6 ms [2022-04-11 03:53:20 main:581] : INFO : Epoch 1965 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 10615.7 ms [2022-04-11 03:53:31 main:581] : INFO : Epoch 1966 | loss: 0.0312425 | val_loss: 0.0312408 | Time: 10671.8 ms [2022-04-11 03:53:41 main:581] : INFO : Epoch 1967 | loss: 0.0312411 | val_loss: 0.0312403 | Time: 10476 ms [2022-04-11 03:53:52 main:581] : INFO : Epoch 1968 | loss: 0.0312406 | val_loss: 0.031243 | Time: 10580.8 ms [2022-04-11 03:54:02 main:581] : INFO : Epoch 1969 | loss: 0.0312408 | val_loss: 0.0312403 | Time: 10449.4 ms [2022-04-11 03:54:13 main:581] : INFO : Epoch 1970 | loss: 0.0312416 | val_loss: 0.0312434 | Time: 10595.3 ms [2022-04-11 03:54:23 main:581] : INFO : Epoch 1971 | loss: 0.0312435 | val_loss: 0.031247 | Time: 10353.9 ms [2022-04-11 03:54:34 main:581] : INFO : Epoch 1972 | loss: 0.0312423 | val_loss: 0.0312413 | Time: 10727.8 ms [2022-04-11 03:54:44 main:581] : INFO : Epoch 1973 | loss: 0.0312522 | val_loss: 0.0312421 | Time: 10459.7 ms [2022-04-11 03:54:55 main:581] : INFO : Epoch 1974 | loss: 0.0312507 | val_loss: 0.031242 | Time: 10275 ms [2022-04-11 03:55:05 main:581] : INFO : Epoch 1975 | loss: 0.0312437 | val_loss: 0.0312444 | Time: 10544.2 ms [2022-04-11 03:55:16 main:581] : INFO : Epoch 1976 | loss: 0.0312436 | val_loss: 0.0312443 | Time: 10528.8 ms [2022-04-11 03:55:26 main:581] : INFO : Epoch 1977 | loss: 0.0312435 | val_loss: 0.0312459 | Time: 10588.1 ms [2022-04-11 03:55:37 main:581] : INFO : Epoch 1978 | loss: 0.0312418 | val_loss: 0.0312407 | Time: 10514.8 ms [2022-04-11 03:55:48 main:581] : INFO : Epoch 1979 | loss: 0.0312411 | val_loss: 0.031241 | Time: 10656.6 ms [2022-04-11 03:55:58 main:581] : INFO : Epoch 1980 | loss: 0.0312409 | val_loss: 0.0312413 | Time: 10608.7 ms [2022-04-11 03:56:09 main:581] : INFO : Epoch 1981 | loss: 0.0312418 | val_loss: 0.0312442 | Time: 10522.5 ms [2022-04-11 03:56:19 main:581] : INFO : Epoch 1982 | loss: 0.0312436 | val_loss: 0.0312407 | Time: 10467.2 ms [2022-04-11 03:56:30 main:581] : INFO : Epoch 1983 | loss: 0.0312413 | val_loss: 0.0312402 | Time: 10544.9 ms [2022-04-11 03:56:40 main:581] : INFO : Epoch 1984 | loss: 0.0312406 | val_loss: 0.0312402 | Time: 10607.2 ms [2022-04-11 03:56:51 main:581] : INFO : Epoch 1985 | loss: 0.0312413 | val_loss: 0.0312406 | Time: 10360.5 ms [2022-04-11 03:57:01 main:581] : INFO : Epoch 1986 | loss: 0.0312414 | val_loss: 0.0312462 | Time: 10627.1 ms [2022-04-11 03:57:12 main:581] : INFO : Epoch 1987 | loss: 0.0312426 | val_loss: 0.0312437 | Time: 10556.6 ms [2022-04-11 03:57:22 main:581] : INFO : Epoch 1988 | loss: 0.0312425 | val_loss: 0.0312402 | Time: 10489.1 ms [2022-04-11 03:57:33 main:581] : INFO : Epoch 1989 | loss: 0.0312448 | val_loss: 0.0312547 | Time: 10418.7 ms [2022-04-11 03:57:43 main:581] : INFO : Epoch 1990 | loss: 0.0312446 | val_loss: 0.0312413 | Time: 10549 ms [2022-04-11 03:57:54 main:581] : INFO : Epoch 1991 | loss: 0.0312409 | val_loss: 0.0312485 | Time: 10514.5 ms [2022-04-11 03:58:04 main:581] : INFO : Epoch 1992 | loss: 0.0312454 | val_loss: 0.0312435 | Time: 10522 ms [2022-04-11 03:58:15 main:581] : INFO : Epoch 1993 | loss: 0.0312428 | val_loss: 0.0312446 | Time: 10421.6 ms [2022-04-11 03:58:25 main:581] : INFO : Epoch 1994 | loss: 0.0312416 | val_loss: 0.0312409 | Time: 10527.9 ms [2022-04-11 03:58:36 main:581] : INFO : Epoch 1995 | loss: 0.0312406 | val_loss: 0.0312401 | Time: 10386.2 ms [2022-04-11 03:58:46 main:581] : INFO : Epoch 1996 | loss: 0.0312402 | val_loss: 0.0312399 | Time: 10585.4 ms [2022-04-11 03:58:57 main:581] : INFO : Epoch 1997 | loss: 0.0312425 | val_loss: 0.0312403 | Time: 10482.2 ms [2022-04-11 03:59:07 main:581] : INFO : Epoch 1998 | loss: 0.0312444 | val_loss: 0.0312411 | Time: 10560.4 ms [2022-04-11 03:59:18 main:581] : INFO : Epoch 1999 | loss: 0.0312424 | val_loss: 0.0312405 | Time: 10434.2 ms [2022-04-11 03:59:28 main:581] : INFO : Epoch 2000 | loss: 0.0312408 | val_loss: 0.0312448 | Time: 10447.7 ms [2022-04-11 03:59:39 main:581] : INFO : Epoch 2001 | loss: 0.0312416 | val_loss: 0.0312404 | Time: 10485.3 ms [2022-04-11 03:59:49 main:581] : INFO : Epoch 2002 | loss: 0.0312416 | val_loss: 0.0312398 | Time: 10478.7 ms [2022-04-11 04:00:00 main:581] : INFO : Epoch 2003 | loss: 0.0312407 | val_loss: 0.03124 | Time: 10499.8 ms [2022-04-11 04:00:10 main:581] : INFO : Epoch 2004 | loss: 0.0312405 | val_loss: 0.0312421 | Time: 10597.3 ms [2022-04-11 04:00:21 main:581] : INFO : Epoch 2005 | loss: 0.0312407 | val_loss: 0.0312402 | Time: 10490.4 ms [2022-04-11 04:00:31 main:581] : INFO : Epoch 2006 | loss: 0.0312401 | val_loss: 0.0312431 | Time: 10268.4 ms [2022-04-11 04:00:42 main:581] : INFO : Epoch 2007 | loss: 0.0312454 | val_loss: 0.0312554 | Time: 10625.4 ms [2022-04-11 04:00:51 main:581] : INFO : Epoch 2008 | loss: 0.0312441 | val_loss: 0.031241 | Time: 9049.06 ms [2022-04-11 04:01:01 main:581] : INFO : Epoch 2009 | loss: 0.0312403 | val_loss: 0.031242 | Time: 10476.5 ms [2022-04-11 04:01:10 main:581] : INFO : Epoch 2010 | loss: 0.0312419 | val_loss: 0.0312398 | Time: 8793.69 ms [2022-04-11 04:01:19 main:581] : INFO : Epoch 2011 | loss: 0.0312404 | val_loss: 0.0312402 | Time: 9253.53 ms [2022-04-11 04:01:29 main:581] : INFO : Epoch 2012 | loss: 0.0312411 | val_loss: 0.0312405 | Time: 10203.9 ms [2022-04-11 04:01:38 main:581] : INFO : Epoch 2013 | loss: 0.0312423 | val_loss: 0.0312417 | Time: 8577.68 ms [2022-04-11 04:01:48 main:581] : INFO : Epoch 2014 | loss: 0.0312411 | val_loss: 0.0312399 | Time: 9747.29 ms [2022-04-11 04:01:57 main:581] : INFO : Epoch 2015 | loss: 0.0312436 | val_loss: 0.0312557 | Time: 9476.07 ms [2022-04-11 04:02:07 main:581] : INFO : Epoch 2016 | loss: 0.0312453 | val_loss: 0.0312402 | Time: 9296.54 ms [2022-04-11 04:02:17 main:581] : INFO : Epoch 2017 | loss: 0.031242 | val_loss: 0.0312445 | Time: 10189.5 ms [2022-04-11 04:02:26 main:581] : INFO : Epoch 2018 | loss: 0.0312417 | val_loss: 0.031244 | Time: 8948.06 ms [2022-04-11 04:02:35 main:581] : INFO : Epoch 2019 | loss: 0.0312446 | val_loss: 0.0312434 | Time: 9758.4 ms [2022-04-11 04:02:45 main:581] : INFO : Epoch 2020 | loss: 0.0312425 | val_loss: 0.0312428 | Time: 9869.03 ms [2022-04-11 04:02:54 main:581] : INFO : Epoch 2021 | loss: 0.0312406 | val_loss: 0.0312412 | Time: 9052.23 ms [2022-04-11 04:03:04 main:581] : INFO : Epoch 2022 | loss: 0.0312421 | val_loss: 0.0312419 | Time: 9604.43 ms [2022-04-11 04:03:13 main:581] : INFO : Epoch 2023 | loss: 0.0312423 | val_loss: 0.0312398 | Time: 9519.37 ms [2022-04-11 04:03:23 main:581] : INFO : Epoch 2024 | loss: 0.0312407 | val_loss: 0.0312404 | Time: 9574.59 ms [2022-04-11 04:03:32 main:581] : INFO : Epoch 2025 | loss: 0.0312422 | val_loss: 0.0312403 | Time: 8869.64 ms [2022-04-11 04:03:43 main:581] : INFO : Epoch 2026 | loss: 0.0312402 | val_loss: 0.0312409 | Time: 10635.5 ms [2022-04-11 04:03:53 main:581] : INFO : Epoch 2027 | loss: 0.0312405 | val_loss: 0.0312408 | Time: 10379.9 ms [2022-04-11 04:04:04 main:581] : INFO : Epoch 2028 | loss: 0.0312414 | val_loss: 0.0312395 | Time: 10593 ms [2022-04-11 04:04:14 main:581] : INFO : Epoch 2029 | loss: 0.0312402 | val_loss: 0.0312525 | Time: 10527 ms [2022-04-11 04:04:23 main:581] : INFO : Epoch 2030 | loss: 0.0312435 | val_loss: 0.0312399 | Time: 8431.51 ms [2022-04-11 04:04:32 main:581] : INFO : Epoch 2031 | loss: 0.0312415 | val_loss: 0.0312415 | Time: 9883.86 ms [2022-04-11 04:04:43 main:581] : INFO : Epoch 2032 | loss: 0.0312411 | val_loss: 0.0312441 | Time: 10187.9 ms [2022-04-11 04:04:52 main:581] : INFO : Epoch 2033 | loss: 0.03124 | val_loss: 0.0312396 | Time: 9133.12 ms [2022-04-11 04:05:03 main:581] : INFO : Epoch 2034 | loss: 0.0312405 | val_loss: 0.0312398 | Time: 10983.4 ms [2022-04-11 04:05:12 main:581] : INFO : Epoch 2035 | loss: 0.0312426 | val_loss: 0.031246 | Time: 8979.09 ms [2022-04-11 04:05:22 main:581] : INFO : Epoch 2036 | loss: 0.0312416 | val_loss: 0.0312413 | Time: 10137.1 ms [2022-04-11 04:05:31 main:581] : INFO : Epoch 2037 | loss: 0.0312419 | val_loss: 0.0312441 | Time: 9458.57 ms [2022-04-11 04:05:40 main:581] : INFO : Epoch 2038 | loss: 0.0312428 | val_loss: 0.0312406 | Time: 8545.4 ms [2022-04-11 04:05:49 main:581] : INFO : Epoch 2039 | loss: 0.0312421 | val_loss: 0.0312396 | Time: 9404.6 ms [2022-04-11 04:05:59 main:581] : INFO : Epoch 2040 | loss: 0.0312408 | val_loss: 0.0312407 | Time: 9819.72 ms [2022-04-11 04:06:08 main:581] : INFO : Epoch 2041 | loss: 0.0312436 | val_loss: 0.0312403 | Time: 9245.63 ms [2022-04-11 04:06:18 main:581] : INFO : Epoch 2042 | loss: 0.0312408 | val_loss: 0.0312404 | Time: 9823.79 ms [2022-04-11 04:06:28 main:581] : INFO : Epoch 2043 | loss: 0.031242 | val_loss: 0.0312429 | Time: 10323 ms [2022-04-11 04:06:37 main:581] : INFO : Epoch 2044 | loss: 0.0312448 | val_loss: 0.0312485 | Time: 8697.3 ms [2022-04-11 04:06:47 main:581] : INFO : Epoch 2045 | loss: 0.0312427 | val_loss: 0.0312419 | Time: 9719.71 ms [2022-04-11 04:06:55 main:581] : INFO : Epoch 2046 | loss: 0.0312412 | val_loss: 0.0312398 | Time: 8270.93 ms [2022-04-11 04:07:06 main:581] : INFO : Epoch 2047 | loss: 0.0312413 | val_loss: 0.0312401 | Time: 10704 ms [2022-04-11 04:07:16 main:581] : INFO : Epoch 2048 | loss: 0.0312423 | val_loss: 0.0312399 | Time: 10499.1 ms [2022-04-11 04:07:16 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312399 [2022-04-11 04:07:16 main:610] : INFO : Saving end state to config to file [2022-04-11 04:07:16 main:615] : INFO : Success, exiting.. 04:07:16 (31039): 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)