Task 14624716
| Name | ParityModified-1647045573-17243-3-0_0 |
| Workunit | 11639728 |
| Created | 19 Apr 2022, 8:07:25 UTC |
| Sent | 19 Apr 2022, 8:07:34 UTC |
| Report deadline | 27 Apr 2022, 8:07:34 UTC |
| Received | 19 Apr 2022, 10:26:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13155 |
| Run time | 2 hours 14 min 36 sec |
| CPU time | 2 hours 12 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.08 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311234 | val_loss: 0.0311364 | Time: 3856.09 ms [2022-04-19 02:53:05 main:574] : INFO : Epoch 1543 | loss: 0.0311229 | val_loss: 0.0311402 | Time: 3858.44 ms [2022-04-19 02:53:09 main:574] : INFO : Epoch 1544 | loss: 0.0311227 | val_loss: 0.03114 | Time: 3903.77 ms [2022-04-19 02:53:13 main:574] : INFO : Epoch 1545 | loss: 0.0311245 | val_loss: 0.0311366 | Time: 3816.34 ms [2022-04-19 02:53:17 main:574] : INFO : Epoch 1546 | loss: 0.0311217 | val_loss: 0.0311383 | Time: 3901.45 ms [2022-04-19 02:53:21 main:574] : INFO : Epoch 1547 | loss: 0.0311234 | val_loss: 0.0311425 | Time: 3891.93 ms [2022-04-19 02:53:25 main:574] : INFO : Epoch 1548 | loss: 0.0311235 | val_loss: 0.0311377 | Time: 3824.89 ms [2022-04-19 02:53:29 main:574] : INFO : Epoch 1549 | loss: 0.0311206 | val_loss: 0.031136 | Time: 3853.77 ms [2022-04-19 02:53:33 main:574] : INFO : Epoch 1550 | loss: 0.0311223 | val_loss: 0.0311376 | Time: 3920.04 ms [2022-04-19 02:53:37 main:574] : INFO : Epoch 1551 | loss: 0.0311211 | val_loss: 0.0311362 | Time: 3847.86 ms [2022-04-19 02:53:41 main:574] : INFO : Epoch 1552 | loss: 0.0311218 | val_loss: 0.031144 | Time: 3851.68 ms [2022-04-19 02:53:45 main:574] : INFO : Epoch 1553 | loss: 0.0311209 | val_loss: 0.0311373 | Time: 3776.55 ms [2022-04-19 02:53:49 main:574] : INFO : Epoch 1554 | loss: 0.0311221 | val_loss: 0.0311381 | Time: 3901.96 ms [2022-04-19 02:53:52 main:574] : INFO : Epoch 1555 | loss: 0.0311208 | val_loss: 0.0311373 | Time: 3858.05 ms [2022-04-19 02:53:56 main:574] : INFO : Epoch 1556 | loss: 0.0311198 | val_loss: 0.0311358 | Time: 3843.8 ms [2022-04-19 02:54:00 main:574] : INFO : Epoch 1557 | loss: 0.0311188 | val_loss: 0.0311345 | Time: 3853.88 ms [2022-04-19 02:54:04 main:574] : INFO : Epoch 1558 | loss: 0.0311226 | val_loss: 0.0311381 | Time: 3842.66 ms [2022-04-19 02:54:08 main:574] : INFO : Epoch 1559 | loss: 0.0311271 | val_loss: 0.0311446 | Time: 3877.14 ms [2022-04-19 02:54:12 main:574] : INFO : Epoch 1560 | loss: 0.0311201 | val_loss: 0.0311372 | Time: 3883.67 ms [2022-04-19 02:54:16 main:574] : INFO : Epoch 1561 | loss: 0.0311216 | val_loss: 0.0311428 | Time: 3852.77 ms [2022-04-19 02:54:20 main:574] : INFO : Epoch 1562 | loss: 0.0311198 | val_loss: 0.0311363 | Time: 3855.18 ms [2022-04-19 02:54:24 main:574] : INFO : Epoch 1563 | loss: 0.0311185 | val_loss: 0.0311374 | Time: 3899.87 ms [2022-04-19 02:54:28 main:574] : INFO : Epoch 1564 | loss: 0.0311177 | val_loss: 0.0311388 | Time: 3850.52 ms [2022-04-19 02:54:32 main:574] : INFO : Epoch 1565 | loss: 0.0311187 | val_loss: 0.0311372 | Time: 3882.85 ms [2022-04-19 02:54:36 main:574] : INFO : Epoch 1566 | loss: 0.0311211 | val_loss: 0.0311393 | Time: 3863.35 ms [2022-04-19 02:54:39 main:574] : INFO : Epoch 1567 | loss: 0.0311194 | val_loss: 0.0311414 | Time: 3853.81 ms [2022-04-19 02:54:43 main:574] : INFO : Epoch 1568 | loss: 0.0311193 | val_loss: 0.0311382 | Time: 3939.21 ms [2022-04-19 02:54:47 main:574] : INFO : Epoch 1569 | loss: 0.0311211 | val_loss: 0.0311423 | Time: 3857.61 ms [2022-04-19 02:54:51 main:574] : INFO : Epoch 1570 | loss: 0.0311229 | val_loss: 0.031143 | Time: 3861.96 ms [2022-04-19 02:54:55 main:574] : INFO : Epoch 1571 | loss: 0.0311183 | val_loss: 0.0311464 | Time: 3857.74 ms [2022-04-19 02:54:59 main:574] : INFO : Epoch 1572 | loss: 0.0311191 | val_loss: 0.0311358 | Time: 3854.22 ms [2022-04-19 02:55:03 main:574] : INFO : Epoch 1573 | loss: 0.0311182 | val_loss: 0.0311364 | Time: 3860.07 ms [2022-04-19 02:55:07 main:574] : INFO : Epoch 1574 | loss: 0.0311225 | val_loss: 0.0311439 | Time: 3846.93 ms [2022-04-19 02:55:11 main:574] : INFO : Epoch 1575 | loss: 0.0311331 | val_loss: 0.0311404 | Time: 3848.43 ms [2022-04-19 02:55:15 main:574] : INFO : Epoch 1576 | loss: 0.0311354 | val_loss: 0.0311413 | Time: 3842.6 ms [2022-04-19 02:55:19 main:574] : INFO : Epoch 1577 | loss: 0.0311327 | val_loss: 0.0311378 | Time: 3925.39 ms [2022-04-19 02:55:23 main:574] : INFO : Epoch 1578 | loss: 0.0311311 | val_loss: 0.0311419 | Time: 3842.2 ms [2022-04-19 02:55:27 main:574] : INFO : Epoch 1579 | loss: 0.0311313 | val_loss: 0.0311419 | Time: 3858.07 ms [2022-04-19 02:55:30 main:574] : INFO : Epoch 1580 | loss: 0.0311304 | val_loss: 0.0311409 | Time: 3858.17 ms [2022-04-19 02:55:34 main:574] : INFO : Epoch 1581 | loss: 0.0311342 | val_loss: 0.0311469 | Time: 3858.79 ms [2022-04-19 02:55:38 main:574] : INFO : Epoch 1582 | loss: 0.0311295 | val_loss: 0.0311409 | Time: 3860.22 ms [2022-04-19 02:55:42 main:574] : INFO : Epoch 1583 | loss: 0.0311302 | val_loss: 0.0311464 | Time: 3872.47 ms [2022-04-19 02:55:46 main:574] : INFO : Epoch 1584 | loss: 0.0311314 | val_loss: 0.031145 | Time: 3868.43 ms [2022-04-19 02:55:50 main:574] : INFO : Epoch 1585 | loss: 0.0311291 | val_loss: 0.0311435 | Time: 3854 ms [2022-04-19 02:55:54 main:574] : INFO : Epoch 1586 | loss: 0.0311285 | val_loss: 0.0311399 | Time: 3852.64 ms [2022-04-19 02:55:58 main:574] : INFO : Epoch 1587 | loss: 0.0311256 | val_loss: 0.0311458 | Time: 3858.78 ms [2022-04-19 02:56:02 main:574] : INFO : Epoch 1588 | loss: 0.0311274 | val_loss: 0.0311413 | Time: 3779.54 ms [2022-04-19 02:56:06 main:574] : INFO : Epoch 1589 | loss: 0.0311267 | val_loss: 0.0311419 | Time: 3907.66 ms [2022-04-19 02:56:10 main:574] : INFO : Epoch 1590 | loss: 0.0311243 | val_loss: 0.0311487 | Time: 3833.71 ms [2022-04-19 02:56:13 main:574] : INFO : Epoch 1591 | loss: 0.0311268 | val_loss: 0.0311445 | Time: 3863.21 ms [2022-04-19 02:56:17 main:574] : INFO : Epoch 1592 | loss: 0.0311271 | val_loss: 0.0311473 | Time: 3888.07 ms [2022-04-19 02:56:21 main:574] : INFO : Epoch 1593 | loss: 0.0311269 | val_loss: 0.0311442 | Time: 3916.1 ms [2022-04-19 02:56:25 main:574] : INFO : Epoch 1594 | loss: 0.0311233 | val_loss: 0.0311453 | Time: 3850.54 ms [2022-04-19 02:56:29 main:574] : INFO : Epoch 1595 | loss: 0.0311227 | val_loss: 0.0311419 | Time: 3873.2 ms [2022-04-19 02:56:33 main:574] : INFO : Epoch 1596 | loss: 0.0311243 | val_loss: 0.0311465 | Time: 3937.31 ms [2022-04-19 02:56:37 main:574] : INFO : Epoch 1597 | loss: 0.0311266 | val_loss: 0.031146 | Time: 3864.17 ms [2022-04-19 02:56:41 main:574] : INFO : Epoch 1598 | loss: 0.0311265 | val_loss: 0.0311426 | Time: 3908.14 ms [2022-04-19 02:56:45 main:574] : INFO : Epoch 1599 | loss: 0.031128 | val_loss: 0.0311507 | Time: 3858.65 ms [2022-04-19 02:56:49 main:574] : INFO : Epoch 1600 | loss: 0.0311229 | val_loss: 0.0311418 | Time: 3850.89 ms [2022-04-19 02:56:53 main:574] : INFO : Epoch 1601 | loss: 0.0311199 | val_loss: 0.0311452 | Time: 3861.32 ms [2022-04-19 02:56:57 main:574] : INFO : Epoch 1602 | loss: 0.0311225 | val_loss: 0.0311402 | Time: 3859.52 ms [2022-04-19 02:57:01 main:574] : INFO : Epoch 1603 | loss: 0.0311204 | val_loss: 0.0311403 | Time: 3858.93 ms [2022-04-19 02:57:05 main:574] : INFO : Epoch 1604 | loss: 0.0311187 | val_loss: 0.0311424 | Time: 3849.98 ms [2022-04-19 02:57:08 main:574] : INFO : Epoch 1605 | loss: 0.0311228 | val_loss: 0.0311503 | Time: 3846.04 ms [2022-04-19 02:57:12 main:574] : INFO : Epoch 1606 | loss: 0.0311277 | val_loss: 0.0311512 | Time: 3851.97 ms [2022-04-19 02:57:16 main:574] : INFO : Epoch 1607 | loss: 0.0311285 | val_loss: 0.0311432 | Time: 3887.85 ms [2022-04-19 02:57:20 main:574] : INFO : Epoch 1608 | loss: 0.0311263 | val_loss: 0.0311411 | Time: 3805.89 ms [2022-04-19 02:57:24 main:574] : INFO : Epoch 1609 | loss: 0.0311253 | val_loss: 0.0311405 | Time: 3862.31 ms [2022-04-19 02:57:28 main:574] : INFO : Epoch 1610 | loss: 0.0311274 | val_loss: 0.0311444 | Time: 3864.28 ms [2022-04-19 02:57:32 main:574] : INFO : Epoch 1611 | loss: 0.0311243 | val_loss: 0.0311404 | Time: 3880.69 ms [2022-04-19 02:57:36 main:574] : INFO : Epoch 1612 | loss: 0.0311216 | val_loss: 0.0311414 | Time: 3854.81 ms [2022-04-19 02:57:40 main:574] : INFO : Epoch 1613 | loss: 0.031121 | val_loss: 0.0311397 | Time: 3905.48 ms [2022-04-19 02:57:44 main:574] : INFO : Epoch 1614 | loss: 0.0311236 | val_loss: 0.0311467 | Time: 3840.78 ms [2022-04-19 02:57:48 main:574] : INFO : Epoch 1615 | loss: 0.0311257 | val_loss: 0.0311462 | Time: 3874.66 ms [2022-04-19 02:57:51 main:574] : INFO : Epoch 1616 | loss: 0.0311232 | val_loss: 0.0311408 | Time: 3846.98 ms [2022-04-19 02:57:55 main:574] : INFO : Epoch 1617 | loss: 0.0311215 | val_loss: 0.0311394 | Time: 3899.54 ms [2022-04-19 02:57:59 main:574] : INFO : Epoch 1618 | loss: 0.0311213 | val_loss: 0.0311437 | Time: 3864.79 ms [2022-04-19 02:58:03 main:574] : INFO : Epoch 1619 | loss: 0.0311231 | val_loss: 0.0311453 | Time: 3866.5 ms [2022-04-19 02:58:07 main:574] : INFO : Epoch 1620 | loss: 0.0311254 | val_loss: 0.0311463 | Time: 3822.72 ms [2022-04-19 02:58:11 main:574] : INFO : Epoch 1621 | loss: 0.0311255 | val_loss: 0.0311475 | Time: 3855.86 ms [2022-04-19 02:58:15 main:574] : INFO : Epoch 1622 | loss: 0.0311301 | val_loss: 0.0311497 | Time: 3937.29 ms [2022-04-19 02:58:19 main:574] : INFO : Epoch 1623 | loss: 0.0311279 | val_loss: 0.0311433 | Time: 3845.43 ms [2022-04-19 02:58:23 main:574] : INFO : Epoch 1624 | loss: 0.0311241 | val_loss: 0.0311383 | Time: 3916.98 ms [2022-04-19 02:58:27 main:574] : INFO : Epoch 1625 | loss: 0.0311201 | val_loss: 0.031139 | Time: 3841.43 ms [2022-04-19 02:58:31 main:574] : INFO : Epoch 1626 | loss: 0.0311201 | val_loss: 0.0311363 | Time: 3839.17 ms [2022-04-19 02:58:35 main:574] : INFO : Epoch 1627 | loss: 0.0311215 | val_loss: 0.0311407 | Time: 3962.18 ms [2022-04-19 02:58:39 main:574] : INFO : Epoch 1628 | loss: 0.0311258 | val_loss: 0.0311445 | Time: 3893.7 ms [2022-04-19 02:58:43 main:574] : INFO : Epoch 1629 | loss: 0.0311255 | val_loss: 0.0311396 | Time: 3945.74 ms [2022-04-19 02:58:57 main:574] : INFO : Epoch 1630 | loss: 0.0311218 | val_loss: 0.0311406 | Time: 13824.9 ms [2022-04-19 02:59:01 main:574] : INFO : Epoch 1631 | loss: 0.0311212 | val_loss: 0.0311419 | Time: 3872.22 ms [2022-04-19 02:59:04 main:574] : INFO : Epoch 1632 | loss: 0.0311209 | val_loss: 0.0311437 | Time: 3863.46 ms [2022-04-19 02:59:08 main:574] : INFO : Epoch 1633 | loss: 0.0311217 | val_loss: 0.0311447 | Time: 3862.71 ms [2022-04-19 02:59:12 main:574] : INFO : Epoch 1634 | loss: 0.0311237 | val_loss: 0.0311427 | Time: 3937.06 ms [2022-04-19 02:59:16 main:574] : INFO : Epoch 1635 | loss: 0.0311221 | val_loss: 0.031141 | Time: 3907.47 ms [2022-04-19 02:59:20 main:574] : INFO : Epoch 1636 | loss: 0.0311169 | val_loss: 0.0311424 | Time: 3861.82 ms [2022-04-19 02:59:24 main:574] : INFO : Epoch 1637 | loss: 0.0311203 | val_loss: 0.0311426 | Time: 3927.7 ms [2022-04-19 02:59:28 main:574] : INFO : Epoch 1638 | loss: 0.0311172 | val_loss: 0.0311405 | Time: 3840.52 ms [2022-04-19 02:59:32 main:574] : INFO : Epoch 1639 | loss: 0.0311209 | val_loss: 0.0311408 | Time: 3875.94 ms [2022-04-19 02:59:36 main:574] : INFO : Epoch 1640 | loss: 0.0311189 | val_loss: 0.0311393 | Time: 3867.56 ms [2022-04-19 02:59:40 main:574] : INFO : Epoch 1641 | loss: 0.0311189 | val_loss: 0.0311416 | Time: 3874.01 ms [2022-04-19 02:59:44 main:574] : INFO : Epoch 1642 | loss: 0.0311191 | val_loss: 0.0311384 | Time: 3917.33 ms [2022-04-19 02:59:48 main:574] : INFO : Epoch 1643 | loss: 0.0311162 | val_loss: 0.0311417 | Time: 3819.45 ms [2022-04-19 02:59:52 main:574] : INFO : Epoch 1644 | loss: 0.0311176 | val_loss: 0.031142 | Time: 3896.64 ms [2022-04-19 02:59:56 main:574] : INFO : Epoch 1645 | loss: 0.0311175 | val_loss: 0.031142 | Time: 3872.33 ms [2022-04-19 03:00:00 main:574] : INFO : Epoch 1646 | loss: 0.0311267 | val_loss: 0.0311461 | Time: 3896.57 ms [2022-04-19 03:00:03 main:574] : INFO : Epoch 1647 | loss: 0.0311316 | val_loss: 0.0311505 | Time: 3872.85 ms [2022-04-19 03:00:07 main:574] : INFO : Epoch 1648 | loss: 0.0311325 | val_loss: 0.0311509 | Time: 3861.64 ms [2022-04-19 03:00:11 main:574] : INFO : Epoch 1649 | loss: 0.031132 | val_loss: 0.0311456 | Time: 3938.59 ms [2022-04-19 03:00:15 main:574] : INFO : Epoch 1650 | loss: 0.031128 | val_loss: 0.0311413 | Time: 3842.09 ms [2022-04-19 03:00:19 main:574] : INFO : Epoch 1651 | loss: 0.0311258 | val_loss: 0.0311391 | Time: 3889.2 ms [2022-04-19 03:00:23 main:574] : INFO : Epoch 1652 | loss: 0.0311255 | val_loss: 0.0311367 | Time: 3872.45 ms [2022-04-19 03:00:27 main:574] : INFO : Epoch 1653 | loss: 0.0311281 | val_loss: 0.0311406 | Time: 3932.27 ms [2022-04-19 03:00:31 main:574] : INFO : Epoch 1654 | loss: 0.0311298 | val_loss: 0.0311381 | Time: 3867.47 ms [2022-04-19 03:00:35 main:574] : INFO : Epoch 1655 | loss: 0.0311262 | val_loss: 0.0311383 | Time: 3880.12 ms [2022-04-19 03:00:39 main:574] : INFO : Epoch 1656 | loss: 0.0311289 | val_loss: 0.0311416 | Time: 3873.29 ms [2022-04-19 03:00:43 main:574] : INFO : Epoch 1657 | loss: 0.0311292 | val_loss: 0.0311369 | Time: 3935.72 ms [2022-04-19 03:00:47 main:574] : INFO : Epoch 1658 | loss: 0.0311235 | val_loss: 0.0311382 | Time: 3883.24 ms [2022-04-19 03:00:51 main:574] : INFO : Epoch 1659 | loss: 0.0311257 | val_loss: 0.0311414 | Time: 3884.04 ms [2022-04-19 03:00:55 main:574] : INFO : Epoch 1660 | loss: 0.0311268 | val_loss: 0.0311363 | Time: 3874.39 ms [2022-04-19 03:00:59 main:574] : INFO : Epoch 1661 | loss: 0.0311233 | val_loss: 0.0311401 | Time: 3889.29 ms [2022-04-19 03:01:03 main:574] : INFO : Epoch 1662 | loss: 0.0311209 | val_loss: 0.0311307 | Time: 3873.05 ms [2022-04-19 03:01:07 main:574] : INFO : Epoch 1663 | loss: 0.0311184 | val_loss: 0.0311316 | Time: 3877.42 ms [2022-04-19 03:01:10 main:574] : INFO : Epoch 1664 | loss: 0.0311198 | val_loss: 0.0311351 | Time: 3890.04 ms [2022-04-19 03:01:14 main:574] : INFO : Epoch 1665 | loss: 0.0311219 | val_loss: 0.0311377 | Time: 3859.45 ms [2022-04-19 03:01:18 main:574] : INFO : Epoch 1666 | loss: 0.0311284 | val_loss: 0.0311395 | Time: 3862.74 ms [2022-04-19 03:01:22 main:574] : INFO : Epoch 1667 | loss: 0.0311327 | val_loss: 0.0311439 | Time: 3886.73 ms [2022-04-19 03:01:26 main:574] : INFO : Epoch 1668 | loss: 0.0311373 | val_loss: 0.0311455 | Time: 3879.18 ms [2022-04-19 03:01:30 main:574] : INFO : Epoch 1669 | loss: 0.0311342 | val_loss: 0.0311399 | Time: 3951.93 ms [2022-04-19 03:01:34 main:574] : INFO : Epoch 1670 | loss: 0.0311294 | val_loss: 0.0311366 | Time: 3855.14 ms [2022-04-19 03:01:38 main:574] : INFO : Epoch 1671 | loss: 0.031128 | val_loss: 0.0311335 | Time: 3898.1 ms [2022-04-19 03:01:42 main:574] : INFO : Epoch 1672 | loss: 0.0311262 | val_loss: 0.0311357 | Time: 3892.56 ms [2022-04-19 03:01:46 main:574] : INFO : Epoch 1673 | loss: 0.0311267 | val_loss: 0.0311317 | Time: 3853.13 ms [2022-04-19 03:01:50 main:574] : INFO : Epoch 1674 | loss: 0.0311254 | val_loss: 0.0311323 | Time: 3867.79 ms [2022-04-19 03:01:54 main:574] : INFO : Epoch 1675 | loss: 0.0311242 | val_loss: 0.0311344 | Time: 3897.48 ms [2022-04-19 03:01:58 main:574] : INFO : Epoch 1676 | loss: 0.0311248 | val_loss: 0.0311345 | Time: 3860.85 ms [2022-04-19 03:02:02 main:574] : INFO : Epoch 1677 | loss: 0.0311254 | val_loss: 0.0311362 | Time: 3888.73 ms [2022-04-19 03:02:06 main:574] : INFO : Epoch 1678 | loss: 0.0311248 | val_loss: 0.0311398 | Time: 3906.11 ms [2022-04-19 03:02:09 main:574] : INFO : Epoch 1679 | loss: 0.0311262 | val_loss: 0.0311367 | Time: 3882.07 ms [2022-04-19 03:02:13 main:574] : INFO : Epoch 1680 | loss: 0.0311242 | val_loss: 0.031135 | Time: 3874.97 ms [2022-04-19 03:02:17 main:574] : INFO : Epoch 1681 | loss: 0.0311244 | val_loss: 0.0311364 | Time: 3900.77 ms [2022-04-19 03:02:21 main:574] : INFO : Epoch 1682 | loss: 0.0311237 | val_loss: 0.0311342 | Time: 3907.09 ms [2022-04-19 03:02:25 main:574] : INFO : Epoch 1683 | loss: 0.0311275 | val_loss: 0.0311388 | Time: 3861.07 ms [2022-04-19 03:02:29 main:574] : INFO : Epoch 1684 | loss: 0.0311267 | val_loss: 0.0311332 | Time: 3906.73 ms [2022-04-19 03:02:33 main:574] : INFO : Epoch 1685 | loss: 0.0311258 | val_loss: 0.0311344 | Time: 3878.6 ms [2022-04-19 03:02:37 main:574] : INFO : Epoch 1686 | loss: 0.0311263 | val_loss: 0.0311338 | Time: 3988.48 ms [2022-04-19 03:02:41 main:574] : INFO : Epoch 1687 | loss: 0.0311299 | val_loss: 0.0311345 | Time: 3896.24 ms [2022-04-19 03:02:45 main:574] : INFO : Epoch 1688 | loss: 0.0311299 | val_loss: 0.0311409 | Time: 3817.65 ms [2022-04-19 03:02:49 main:574] : INFO : Epoch 1689 | loss: 0.0311299 | val_loss: 0.0311413 | Time: 3883.09 ms [2022-04-19 03:02:53 main:574] : INFO : Epoch 1690 | loss: 0.0311328 | val_loss: 0.0311368 | Time: 3885.29 ms [2022-04-19 03:02:57 main:574] : INFO : Epoch 1691 | loss: 0.0311277 | val_loss: 0.0311392 | Time: 3879.71 ms [2022-04-19 03:03:01 main:574] : INFO : Epoch 1692 | loss: 0.0311248 | val_loss: 0.0311372 | Time: 3893.13 ms [2022-04-19 03:03:05 main:574] : INFO : Epoch 1693 | loss: 0.0311229 | val_loss: 0.0311322 | Time: 3859.87 ms [2022-04-19 03:03:09 main:574] : INFO : Epoch 1694 | loss: 0.0311229 | val_loss: 0.0311346 | Time: 3876.06 ms [2022-04-19 03:03:13 main:574] : INFO : Epoch 1695 | loss: 0.0311267 | val_loss: 0.031142 | Time: 3907.44 ms [2022-04-19 03:03:16 main:574] : INFO : Epoch 1696 | loss: 0.0311341 | val_loss: 0.0311386 | Time: 3880.47 ms [2022-04-19 03:03:20 main:574] : INFO : Epoch 1697 | loss: 0.0311315 | val_loss: 0.0311424 | Time: 3882.85 ms [2022-04-19 03:03:24 main:574] : INFO : Epoch 1698 | loss: 0.0311359 | val_loss: 0.0311409 | Time: 3904.61 ms [2022-04-19 03:03:28 main:574] : INFO : Epoch 1699 | loss: 0.0311316 | val_loss: 0.031134 | Time: 3859.64 ms [2022-04-19 03:03:32 main:574] : INFO : Epoch 1700 | loss: 0.0311277 | val_loss: 0.0311356 | Time: 3928.94 ms [2022-04-19 03:03:36 main:574] : INFO : Epoch 1701 | loss: 0.0311256 | val_loss: 0.0311363 | Time: 3884.8 ms [2022-04-19 03:03:40 main:574] : INFO : Epoch 1702 | loss: 0.0311237 | val_loss: 0.0311373 | Time: 3881.59 ms [2022-04-19 03:03:44 main:574] : INFO : Epoch 1703 | loss: 0.0311267 | val_loss: 0.0311356 | Time: 3901.69 ms [2022-04-19 03:03:48 main:574] : INFO : Epoch 1704 | loss: 0.0311234 | val_loss: 0.0311362 | Time: 3884 ms [2022-04-19 03:03:52 main:574] : INFO : Epoch 1705 | loss: 0.0311223 | val_loss: 0.031136 | Time: 3873.17 ms [2022-04-19 03:03:56 main:574] : INFO : Epoch 1706 | loss: 0.0311281 | val_loss: 0.0311364 | Time: 3885.28 ms [2022-04-19 03:04:00 main:574] : INFO : Epoch 1707 | loss: 0.0311312 | val_loss: 0.0311362 | Time: 3950.9 ms [2022-04-19 03:04:04 main:574] : INFO : Epoch 1708 | loss: 0.0311323 | val_loss: 0.0311481 | Time: 3909.43 ms [2022-04-19 03:04:08 main:574] : INFO : Epoch 1709 | loss: 0.0311381 | val_loss: 0.0311476 | Time: 3877.36 ms [2022-04-19 03:04:12 main:574] : INFO : Epoch 1710 | loss: 0.0311359 | val_loss: 0.0311449 | Time: 3891.55 ms [2022-04-19 03:04:16 main:574] : INFO : Epoch 1711 | loss: 0.0311319 | val_loss: 0.03114 | Time: 3903.9 ms [2022-04-19 03:04:20 main:574] : INFO : Epoch 1712 | loss: 0.0311294 | val_loss: 0.0311412 | Time: 3867.67 ms [2022-04-19 03:04:24 main:574] : INFO : Epoch 1713 | loss: 0.0311303 | val_loss: 0.0311378 | Time: 3877.41 ms [2022-04-19 03:04:27 main:574] : INFO : Epoch 1714 | loss: 0.0311277 | val_loss: 0.0311405 | Time: 3859.29 ms [2022-04-19 03:04:31 main:574] : INFO : Epoch 1715 | loss: 0.0311278 | val_loss: 0.031138 | Time: 3873.9 ms [2022-04-19 03:04:35 main:574] : INFO : Epoch 1716 | loss: 0.0311289 | val_loss: 0.0311419 | Time: 3871.06 ms [2022-04-19 03:04:39 main:574] : INFO : Epoch 1717 | loss: 0.0311259 | val_loss: 0.0311331 | Time: 3871.35 ms [2022-04-19 03:04:43 main:574] : INFO : Epoch 1718 | loss: 0.0311245 | val_loss: 0.0311337 | Time: 3868.34 ms [2022-04-19 03:04:47 main:574] : INFO : Epoch 1719 | loss: 0.0311292 | val_loss: 0.0311354 | Time: 3880.47 ms [2022-04-19 03:04:51 main:574] : INFO : Epoch 1720 | loss: 0.0311297 | val_loss: 0.0311407 | Time: 3872.54 ms [2022-04-19 03:04:55 main:574] : INFO : Epoch 1721 | loss: 0.0311339 | val_loss: 0.0311433 | Time: 3845.66 ms [2022-04-19 03:04:59 main:574] : INFO : Epoch 1722 | loss: 0.0311308 | val_loss: 0.031138 | Time: 3874.34 ms [2022-04-19 03:05:03 main:574] : INFO : Epoch 1723 | loss: 0.0311305 | val_loss: 0.0311357 | Time: 3871.16 ms [2022-04-19 03:05:07 main:574] : INFO : Epoch 1724 | loss: 0.0311268 | val_loss: 0.0311392 | Time: 3877.84 ms [2022-04-19 03:05:11 main:574] : INFO : Epoch 1725 | loss: 0.0311256 | val_loss: 0.0311356 | Time: 3886.51 ms [2022-04-19 03:05:15 main:574] : INFO : Epoch 1726 | loss: 0.0311238 | val_loss: 0.0311349 | Time: 3940.26 ms [2022-04-19 03:05:19 main:574] : INFO : Epoch 1727 | loss: 0.0311259 | val_loss: 0.0311451 | Time: 3872.48 ms [2022-04-19 03:05:23 main:574] : INFO : Epoch 1728 | loss: 0.0311268 | val_loss: 0.0311369 | Time: 3892.15 ms [2022-04-19 03:05:26 main:574] : INFO : Epoch 1729 | loss: 0.0311267 | val_loss: 0.0311339 | Time: 3853.57 ms [2022-04-19 03:05:30 main:574] : INFO : Epoch 1730 | loss: 0.0311258 | val_loss: 0.0311356 | Time: 3905.69 ms [2022-04-19 03:05:34 main:574] : INFO : Epoch 1731 | loss: 0.031123 | val_loss: 0.0311366 | Time: 3868.03 ms [2022-04-19 03:05:38 main:574] : INFO : Epoch 1732 | loss: 0.0311247 | val_loss: 0.0311332 | Time: 3888.53 ms [2022-04-19 03:05:42 main:574] : INFO : Epoch 1733 | loss: 0.0311236 | val_loss: 0.0311376 | Time: 3875.87 ms [2022-04-19 03:05:46 main:574] : INFO : Epoch 1734 | loss: 0.0311224 | val_loss: 0.0311387 | Time: 3877.69 ms [2022-04-19 03:05:50 main:574] : INFO : Epoch 1735 | loss: 0.0311226 | val_loss: 0.0311382 | Time: 3876.88 ms [2022-04-19 03:05:54 main:574] : INFO : Epoch 1736 | loss: 0.0311264 | val_loss: 0.031152 | Time: 3876.47 ms [2022-04-19 03:05:58 main:574] : INFO : Epoch 1737 | loss: 0.0311409 | val_loss: 0.031155 | Time: 3876.53 ms [2022-04-19 03:06:02 main:574] : INFO : Epoch 1738 | loss: 0.0311417 | val_loss: 0.0311516 | Time: 3876.96 ms [2022-04-19 03:06:06 main:574] : INFO : Epoch 1739 | loss: 0.0311373 | val_loss: 0.0311441 | Time: 3875.4 ms [2022-04-19 03:06:10 main:574] : INFO : Epoch 1740 | loss: 0.0311361 | val_loss: 0.0311437 | Time: 3941.63 ms [2022-04-19 03:06:14 main:574] : INFO : Epoch 1741 | loss: 0.0311357 | val_loss: 0.0311465 | Time: 3856.87 ms [2022-04-19 03:06:18 main:574] : INFO : Epoch 1742 | loss: 0.0311324 | val_loss: 0.0311427 | Time: 3897.85 ms [2022-04-19 03:06:22 main:574] : INFO : Epoch 1743 | loss: 0.0311321 | val_loss: 0.0311452 | Time: 3885.72 ms [2022-04-19 03:06:26 main:574] : INFO : Epoch 1744 | loss: 0.0311309 | val_loss: 0.0311436 | Time: 3873.82 ms [2022-04-19 03:06:29 main:574] : INFO : Epoch 1745 | loss: 0.0311329 | val_loss: 0.0311461 | Time: 3887.96 ms [2022-04-19 03:06:33 main:574] : INFO : Epoch 1746 | loss: 0.0311354 | val_loss: 0.03115 | Time: 3871.49 ms [2022-04-19 03:06:37 main:574] : INFO : Epoch 1747 | loss: 0.0311349 | val_loss: 0.0311515 | Time: 3876.97 ms [2022-04-19 03:06:41 main:574] : INFO : Epoch 1748 | loss: 0.0311334 | val_loss: 0.0311472 | Time: 3874.15 ms [2022-04-19 03:06:45 main:574] : INFO : Epoch 1749 | loss: 0.0311336 | val_loss: 0.0311442 | Time: 3902.71 ms [2022-04-19 03:06:49 main:574] : INFO : Epoch 1750 | loss: 0.0311378 | val_loss: 0.0311484 | Time: 3889.11 ms [2022-04-19 03:06:53 main:574] : INFO : Epoch 1751 | loss: 0.0311397 | val_loss: 0.0311486 | Time: 3881.45 ms [2022-04-19 03:06:57 main:574] : INFO : Epoch 1752 | loss: 0.0311363 | val_loss: 0.031145 | Time: 3902.15 ms [2022-04-19 03:07:01 main:574] : INFO : Epoch 1753 | loss: 0.0311357 | val_loss: 0.0311477 | Time: 3892.95 ms [2022-04-19 03:07:05 main:574] : INFO : Epoch 1754 | loss: 0.031136 | val_loss: 0.0311438 | Time: 3871.03 ms [2022-04-19 03:07:09 main:574] : INFO : Epoch 1755 | loss: 0.0311326 | val_loss: 0.0311403 | Time: 3895.64 ms [2022-04-19 03:07:13 main:574] : INFO : Epoch 1756 | loss: 0.0311312 | val_loss: 0.0311415 | Time: 3956.22 ms [2022-04-19 03:07:17 main:574] : INFO : Epoch 1757 | loss: 0.0311298 | val_loss: 0.0311424 | Time: 3940.85 ms [2022-04-19 03:07:21 main:574] : INFO : Epoch 1758 | loss: 0.0311284 | val_loss: 0.0311395 | Time: 3876.99 ms [2022-04-19 03:07:25 main:574] : INFO : Epoch 1759 | loss: 0.0311276 | val_loss: 0.0311361 | Time: 3916.81 ms [2022-04-19 03:07:29 main:574] : INFO : Epoch 1760 | loss: 0.0311266 | val_loss: 0.0311376 | Time: 3847.48 ms [2022-04-19 03:07:33 main:574] : INFO : Epoch 1761 | loss: 0.0311274 | val_loss: 0.031136 | Time: 3916.75 ms [2022-04-19 03:07:37 main:574] : INFO : Epoch 1762 | loss: 0.0311286 | val_loss: 0.031144 | Time: 3838.9 ms [2022-04-19 03:07:40 main:574] : INFO : Epoch 1763 | loss: 0.0311326 | val_loss: 0.0311382 | Time: 3922.45 ms [2022-04-19 03:07:44 main:574] : INFO : Epoch 1764 | loss: 0.0311339 | val_loss: 0.0311422 | Time: 3905.73 ms [2022-04-19 03:07:48 main:574] : INFO : Epoch 1765 | loss: 0.03113 | val_loss: 0.0311356 | Time: 3958.03 ms [2022-04-19 03:07:52 main:574] : INFO : Epoch 1766 | loss: 0.0311285 | val_loss: 0.0311323 | Time: 3870.92 ms [2022-04-19 03:07:56 main:574] : INFO : Epoch 1767 | loss: 0.031129 | val_loss: 0.0311366 | Time: 3879.59 ms [2022-04-19 03:08:00 main:574] : INFO : Epoch 1768 | loss: 0.0311301 | val_loss: 0.0311367 | Time: 3868.76 ms [2022-04-19 03:08:04 main:574] : INFO : Epoch 1769 | loss: 0.0311289 | val_loss: 0.0311374 | Time: 3871.68 ms [2022-04-19 03:08:08 main:574] : INFO : Epoch 1770 | loss: 0.0311263 | val_loss: 0.0311359 | Time: 3874.91 ms [2022-04-19 03:08:12 main:574] : INFO : Epoch 1771 | loss: 0.0311264 | val_loss: 0.0311374 | Time: 3877.04 ms [2022-04-19 03:08:16 main:574] : INFO : Epoch 1772 | loss: 0.0311242 | val_loss: 0.0311385 | Time: 3875.86 ms [2022-04-19 03:08:20 main:574] : INFO : Epoch 1773 | loss: 0.0311238 | val_loss: 0.0311383 | Time: 3876.38 ms [2022-04-19 03:08:24 main:574] : INFO : Epoch 1774 | loss: 0.0311221 | val_loss: 0.031135 | Time: 3879.75 ms [2022-04-19 03:08:28 main:574] : INFO : Epoch 1775 | loss: 0.0311231 | val_loss: 0.0311383 | Time: 3863.96 ms [2022-04-19 03:08:32 main:574] : INFO : Epoch 1776 | loss: 0.0311269 | val_loss: 0.0311379 | Time: 3881.7 ms [2022-04-19 03:08:36 main:574] : INFO : Epoch 1777 | loss: 0.0311246 | val_loss: 0.0311386 | Time: 3861.83 ms [2022-04-19 03:08:39 main:574] : INFO : Epoch 1778 | loss: 0.0311223 | val_loss: 0.0311404 | Time: 3872.51 ms [2022-04-19 03:08:43 main:574] : INFO : Epoch 1779 | loss: 0.03112 | val_loss: 0.0311359 | Time: 3890.3 ms [2022-04-19 03:08:47 main:574] : INFO : Epoch 1780 | loss: 0.0311209 | val_loss: 0.0311385 | Time: 3863.87 ms [2022-04-19 03:08:51 main:574] : INFO : Epoch 1781 | loss: 0.0311223 | val_loss: 0.0311398 | Time: 3886.49 ms [2022-04-19 03:08:55 main:574] : INFO : Epoch 1782 | loss: 0.0311218 | val_loss: 0.0311366 | Time: 3808.76 ms [2022-04-19 03:08:59 main:574] : INFO : Epoch 1783 | loss: 0.0311209 | val_loss: 0.0311358 | Time: 3898.74 ms [2022-04-19 03:09:03 main:574] : INFO : Epoch 1784 | loss: 0.0311219 | val_loss: 0.0311362 | Time: 3870.16 ms [2022-04-19 03:09:07 main:574] : INFO : Epoch 1785 | loss: 0.031121 | val_loss: 0.0311382 | Time: 3864.91 ms [2022-04-19 03:09:11 main:574] : INFO : Epoch 1786 | loss: 0.0311203 | val_loss: 0.0311376 | Time: 3879.67 ms [2022-04-19 03:09:15 main:574] : INFO : Epoch 1787 | loss: 0.0311222 | val_loss: 0.031134 | Time: 3857.31 ms [2022-04-19 03:09:19 main:574] : INFO : Epoch 1788 | loss: 0.0311223 | val_loss: 0.0311359 | Time: 3876.23 ms [2022-04-19 03:09:23 main:574] : INFO : Epoch 1789 | loss: 0.031123 | val_loss: 0.0311452 | Time: 3881.97 ms [2022-04-19 03:09:27 main:574] : INFO : Epoch 1790 | loss: 0.0311253 | val_loss: 0.0311358 | Time: 3828.41 ms [2022-04-19 03:09:31 main:574] : INFO : Epoch 1791 | loss: 0.0311232 | val_loss: 0.0311368 | Time: 3981.18 ms [2022-04-19 03:09:35 main:574] : INFO : Epoch 1792 | loss: 0.0311225 | val_loss: 0.0311364 | Time: 3877.38 ms [2022-04-19 03:09:38 main:574] : INFO : Epoch 1793 | loss: 0.0311262 | val_loss: 0.0311384 | Time: 3862.56 ms [2022-04-19 03:09:42 main:574] : INFO : Epoch 1794 | loss: 0.0311269 | val_loss: 0.0311398 | Time: 3834.9 ms [2022-04-19 03:09:46 main:574] : INFO : Epoch 1795 | loss: 0.0311274 | val_loss: 0.031142 | Time: 3874.24 ms [2022-04-19 03:09:50 main:574] : INFO : Epoch 1796 | loss: 0.0311252 | val_loss: 0.0311377 | Time: 3907.24 ms [2022-04-19 03:09:54 main:574] : INFO : Epoch 1797 | loss: 0.0311241 | val_loss: 0.0311423 | Time: 3892.32 ms [2022-04-19 03:09:58 main:574] : INFO : Epoch 1798 | loss: 0.0311269 | val_loss: 0.0311375 | Time: 3874.09 ms [2022-04-19 03:10:02 main:574] : INFO : Epoch 1799 | loss: 0.0311232 | val_loss: 0.0311378 | Time: 3902.85 ms [2022-04-19 03:10:06 main:574] : INFO : Epoch 1800 | loss: 0.0311233 | val_loss: 0.0311422 | Time: 3861.87 ms [2022-04-19 03:10:10 main:574] : INFO : Epoch 1801 | loss: 0.0311261 | val_loss: 0.0311437 | Time: 3855.43 ms [2022-04-19 03:10:14 main:574] : INFO : Epoch 1802 | loss: 0.031132 | val_loss: 0.0311382 | Time: 3865.1 ms [2022-04-19 03:10:18 main:574] : INFO : Epoch 1803 | loss: 0.0311282 | val_loss: 0.0311394 | Time: 3927.82 ms [2022-04-19 03:10:22 main:574] : INFO : Epoch 1804 | loss: 0.0311282 | val_loss: 0.0311394 | Time: 3891.71 ms [2022-04-19 03:10:26 main:574] : INFO : Epoch 1805 | loss: 0.031143 | val_loss: 0.0311456 | Time: 3970.17 ms [2022-04-19 03:10:30 main:574] : INFO : Epoch 1806 | loss: 0.0311431 | val_loss: 0.0311477 | Time: 3885.77 ms [2022-04-19 03:10:34 main:574] : INFO : Epoch 1807 | loss: 0.0311545 | val_loss: 0.0311683 | Time: 3858.92 ms [2022-04-19 03:10:38 main:574] : INFO : Epoch 1808 | loss: 0.0311602 | val_loss: 0.0311604 | Time: 3819.38 ms [2022-04-19 03:10:41 main:574] : INFO : Epoch 1809 | loss: 0.0311606 | val_loss: 0.0311609 | Time: 3905.98 ms [2022-04-19 03:10:45 main:574] : INFO : Epoch 1810 | loss: 0.0311532 | val_loss: 0.0311553 | Time: 3865.29 ms [2022-04-19 03:10:49 main:574] : INFO : Epoch 1811 | loss: 0.0311508 | val_loss: 0.0311545 | Time: 3875.8 ms [2022-04-19 03:10:53 main:574] : INFO : Epoch 1812 | loss: 0.0311505 | val_loss: 0.0311594 | Time: 3883.63 ms [2022-04-19 03:10:57 main:574] : INFO : Epoch 1813 | loss: 0.0311538 | val_loss: 0.0311578 | Time: 3873.2 ms [2022-04-19 03:11:01 main:574] : INFO : Epoch 1814 | loss: 0.0311475 | val_loss: 0.031158 | Time: 3886.02 ms [2022-04-19 03:11:05 main:574] : INFO : Epoch 1815 | loss: 0.0311497 | val_loss: 0.0311552 | Time: 4055.33 ms [2022-04-19 03:11:09 main:574] : INFO : Epoch 1816 | loss: 0.0311482 | val_loss: 0.0311563 | Time: 3899.21 ms [2022-04-19 03:11:13 main:574] : INFO : Epoch 1817 | loss: 0.031146 | val_loss: 0.0311537 | Time: 3906.2 ms [2022-04-19 03:11:17 main:574] : INFO : Epoch 1818 | loss: 0.0311437 | val_loss: 0.0311528 | Time: 3883.97 ms [2022-04-19 03:11:21 main:574] : INFO : Epoch 1819 | loss: 0.0311413 | val_loss: 0.0311488 | Time: 3883.83 ms [2022-04-19 03:11:25 main:574] : INFO : Epoch 1820 | loss: 0.0311428 | val_loss: 0.03115 | Time: 3881.06 ms [2022-04-19 03:11:29 main:574] : INFO : Epoch 1821 | loss: 0.0311407 | val_loss: 0.0311516 | Time: 3860.27 ms [2022-04-19 03:11:33 main:574] : INFO : Epoch 1822 | loss: 0.0311397 | val_loss: 0.0311524 | Time: 3864 ms [2022-04-19 03:11:37 main:574] : INFO : Epoch 1823 | loss: 0.0311384 | val_loss: 0.0311455 | Time: 3863.75 ms [2022-04-19 03:11:41 main:574] : INFO : Epoch 1824 | loss: 0.0311356 | val_loss: 0.031142 | Time: 3875.98 ms [2022-04-19 03:11:45 main:574] : INFO : Epoch 1825 | loss: 0.0311358 | val_loss: 0.0311462 | Time: 3870.45 ms [2022-04-19 03:11:49 main:574] : INFO : Epoch 1826 | loss: 0.0311397 | val_loss: 0.0311507 | Time: 3866.75 ms [2022-04-19 03:11:52 main:574] : INFO : Epoch 1827 | loss: 0.0311382 | val_loss: 0.0311494 | Time: 3854.23 ms [2022-04-19 03:11:56 main:574] : INFO : Epoch 1828 | loss: 0.0311396 | val_loss: 0.0311482 | Time: 3882.6 ms [2022-04-19 03:12:00 main:574] : INFO : Epoch 1829 | loss: 0.0311411 | val_loss: 0.031146 | Time: 3903.87 ms [2022-04-19 03:12:04 main:574] : INFO : Epoch 1830 | loss: 0.0311374 | val_loss: 0.0311417 | Time: 3916.9 ms [2022-04-19 03:12:08 main:574] : INFO : Epoch 1831 | loss: 0.031135 | val_loss: 0.0311431 | Time: 3867.35 ms [2022-04-19 03:12:12 main:574] : INFO : Epoch 1832 | loss: 0.0311338 | val_loss: 0.0311428 | Time: 3878.03 ms [2022-04-19 03:12:16 main:574] : INFO : Epoch 1833 | loss: 0.0311315 | val_loss: 0.0311394 | Time: 3872.92 ms [2022-04-19 03:12:20 main:574] : INFO : Epoch 1834 | loss: 0.0311319 | val_loss: 0.031143 | Time: 3880.15 ms [2022-04-19 03:12:24 main:574] : INFO : Epoch 1835 | loss: 0.0311308 | val_loss: 0.0311413 | Time: 3873 ms [2022-04-19 03:12:28 main:574] : INFO : Epoch 1836 | loss: 0.0311285 | val_loss: 0.0311407 | Time: 3868.18 ms [2022-04-19 03:12:32 main:574] : INFO : Epoch 1837 | loss: 0.0311284 | val_loss: 0.0311408 | Time: 3877.24 ms [2022-04-19 03:12:36 main:574] : INFO : Epoch 1838 | loss: 0.0311278 | val_loss: 0.0311469 | Time: 3864.33 ms [2022-04-19 03:12:40 main:574] : INFO : Epoch 1839 | loss: 0.0311349 | val_loss: 0.0311439 | Time: 3895.45 ms [2022-04-19 03:12:44 main:574] : INFO : Epoch 1840 | loss: 0.0311296 | val_loss: 0.0311408 | Time: 3858.36 ms [2022-04-19 03:12:47 main:574] : INFO : Epoch 1841 | loss: 0.0311286 | val_loss: 0.0311403 | Time: 3873.81 ms [2022-04-19 03:12:51 main:574] : INFO : Epoch 1842 | loss: 0.0311306 | val_loss: 0.0311458 | Time: 3863.62 ms [2022-04-19 03:12:55 main:574] : INFO : Epoch 1843 | loss: 0.0311302 | val_loss: 0.0311383 | Time: 3860.92 ms [2022-04-19 03:12:59 main:574] : INFO : Epoch 1844 | loss: 0.0311249 | val_loss: 0.0311402 | Time: 3887.64 ms [2022-04-19 03:13:03 main:574] : INFO : Epoch 1845 | loss: 0.0311244 | val_loss: 0.0311398 | Time: 3872.22 ms [2022-04-19 03:13:07 main:574] : INFO : Epoch 1846 | loss: 0.0311243 | val_loss: 0.0311483 | Time: 3888.06 ms [2022-04-19 03:13:11 main:574] : INFO : Epoch 1847 | loss: 0.0311262 | val_loss: 0.0311391 | Time: 3803.18 ms [2022-04-19 03:13:15 main:574] : INFO : Epoch 1848 | loss: 0.031123 | val_loss: 0.031141 | Time: 3907.52 ms [2022-04-19 03:13:19 main:574] : INFO : Epoch 1849 | loss: 0.0311237 | val_loss: 0.0311442 | Time: 3860.97 ms [2022-04-19 03:13:23 main:574] : INFO : Epoch 1850 | loss: 0.0311286 | val_loss: 0.031137 | Time: 3878.45 ms [2022-04-19 03:13:27 main:574] : INFO : Epoch 1851 | loss: 0.0311275 | val_loss: 0.0311397 | Time: 3875.9 ms [2022-04-19 03:13:31 main:574] : INFO : Epoch 1852 | loss: 0.0311282 | val_loss: 0.0311402 | Time: 3893.43 ms [2022-04-19 03:13:35 main:574] : INFO : Epoch 1853 | loss: 0.0311253 | val_loss: 0.0311455 | Time: 3875.85 ms [2022-04-19 03:13:39 main:574] : INFO : Epoch 1854 | loss: 0.0311267 | val_loss: 0.0311416 | Time: 3864.72 ms [2022-04-19 03:13:42 main:574] : INFO : Epoch 1855 | loss: 0.0311252 | val_loss: 0.0311373 | Time: 3884.25 ms [2022-04-19 03:13:46 main:574] : INFO : Epoch 1856 | loss: 0.0311231 | val_loss: 0.031138 | Time: 3903.92 ms [2022-04-19 03:13:50 main:574] : INFO : Epoch 1857 | loss: 0.0311237 | val_loss: 0.0311379 | Time: 3955.18 ms [2022-04-19 03:14:05 main:574] : INFO : Epoch 1858 | loss: 0.0311227 | val_loss: 0.0311417 | Time: 14048.2 ms [2022-04-19 03:14:08 main:574] : INFO : Epoch 1859 | loss: 0.031122 | val_loss: 0.0311402 | Time: 3855.35 ms [2022-04-19 03:14:12 main:574] : INFO : Epoch 1860 | loss: 0.031125 | val_loss: 0.0311413 | Time: 3867.4 ms [2022-04-19 03:14:16 main:574] : INFO : Epoch 1861 | loss: 0.0311232 | val_loss: 0.0311401 | Time: 3916.69 ms [2022-04-19 03:14:20 main:574] : INFO : Epoch 1862 | loss: 0.0311221 | val_loss: 0.0311389 | Time: 3857.81 ms [2022-04-19 03:14:24 main:574] : INFO : Epoch 1863 | loss: 0.0311237 | val_loss: 0.031139 | Time: 3851.98 ms [2022-04-19 03:14:28 main:574] : INFO : Epoch 1864 | loss: 0.0311256 | val_loss: 0.0311447 | Time: 3846.09 ms [2022-04-19 03:14:32 main:574] : INFO : Epoch 1865 | loss: 0.0311229 | val_loss: 0.031139 | Time: 3858.02 ms [2022-04-19 03:14:36 main:574] : INFO : Epoch 1866 | loss: 0.0311211 | val_loss: 0.0311387 | Time: 3852.17 ms [2022-04-19 03:14:40 main:574] : INFO : Epoch 1867 | loss: 0.0311201 | val_loss: 0.0311382 | Time: 3884.8 ms [2022-04-19 03:14:44 main:574] : INFO : Epoch 1868 | loss: 0.0311201 | val_loss: 0.0311428 | Time: 4055.9 ms [2022-04-19 03:14:48 main:574] : INFO : Epoch 1869 | loss: 0.0311211 | val_loss: 0.0311384 | Time: 3871.88 ms [2022-04-19 03:14:52 main:574] : INFO : Epoch 1870 | loss: 0.0311237 | val_loss: 0.0311385 | Time: 4079.32 ms [2022-04-19 03:14:56 main:574] : INFO : Epoch 1871 | loss: 0.0311207 | val_loss: 0.0311435 | Time: 3843.28 ms [2022-04-19 03:15:00 main:574] : INFO : Epoch 1872 | loss: 0.0311232 | val_loss: 0.03114 | Time: 3864.89 ms [2022-04-19 03:15:04 main:574] : INFO : Epoch 1873 | loss: 0.0311246 | val_loss: 0.0311418 | Time: 3851.97 ms [2022-04-19 03:15:08 main:574] : INFO : Epoch 1874 | loss: 0.031129 | val_loss: 0.0311479 | Time: 3858.12 ms [2022-04-19 03:15:12 main:574] : INFO : Epoch 1875 | loss: 0.0311443 | val_loss: 0.0311509 | Time: 3843.59 ms [2022-04-19 03:15:15 main:574] : INFO : Epoch 1876 | loss: 0.0311537 | val_loss: 0.0311532 | Time: 3865.64 ms [2022-04-19 03:15:19 main:574] : INFO : Epoch 1877 | loss: 0.0311524 | val_loss: 0.0311475 | Time: 3849.84 ms [2022-04-19 03:15:23 main:574] : INFO : Epoch 1878 | loss: 0.0311491 | val_loss: 0.0311558 | Time: 3862.8 ms [2022-04-19 03:15:27 main:574] : INFO : Epoch 1879 | loss: 0.0311484 | val_loss: 0.0311481 | Time: 3848.47 ms [2022-04-19 03:15:31 main:574] : INFO : Epoch 1880 | loss: 0.0311482 | val_loss: 0.0311442 | Time: 3853.09 ms [2022-04-19 03:15:35 main:574] : INFO : Epoch 1881 | loss: 0.0311423 | val_loss: 0.0311426 | Time: 3860.28 ms [2022-04-19 03:15:39 main:574] : INFO : Epoch 1882 | loss: 0.0311396 | val_loss: 0.0311383 | Time: 3852.14 ms [2022-04-19 03:15:43 main:574] : INFO : Epoch 1883 | loss: 0.0311365 | val_loss: 0.0311395 | Time: 3924.65 ms [2022-04-19 03:15:47 main:574] : INFO : Epoch 1884 | loss: 0.0311343 | val_loss: 0.0311367 | Time: 3909.67 ms [2022-04-19 03:15:51 main:574] : INFO : Epoch 1885 | loss: 0.031134 | val_loss: 0.031141 | Time: 3853.59 ms [2022-04-19 03:15:55 main:574] : INFO : Epoch 1886 | loss: 0.0311376 | val_loss: 0.0311399 | Time: 3870.91 ms [2022-04-19 03:15:59 main:574] : INFO : Epoch 1887 | loss: 0.0311379 | val_loss: 0.0311406 | Time: 3857.62 ms [2022-04-19 03:16:03 main:574] : INFO : Epoch 1888 | loss: 0.031133 | val_loss: 0.0311427 | Time: 3855.73 ms [2022-04-19 03:16:06 main:574] : INFO : Epoch 1889 | loss: 0.0311336 | val_loss: 0.0311383 | Time: 3859.98 ms [2022-04-19 03:16:10 main:574] : INFO : Epoch 1890 | loss: 0.0311353 | val_loss: 0.0311403 | Time: 3857.76 ms [2022-04-19 03:16:14 main:574] : INFO : Epoch 1891 | loss: 0.0311311 | val_loss: 0.0311461 | Time: 3852.38 ms [2022-04-19 03:16:18 main:574] : INFO : Epoch 1892 | loss: 0.0311329 | val_loss: 0.0311438 | Time: 3863.65 ms [2022-04-19 03:16:22 main:574] : INFO : Epoch 1893 | loss: 0.0311311 | val_loss: 0.0311385 | Time: 3860.74 ms [2022-04-19 03:16:26 main:574] : INFO : Epoch 1894 | loss: 0.0311292 | val_loss: 0.0311373 | Time: 3848.63 ms [2022-04-19 03:16:30 main:574] : INFO : Epoch 1895 | loss: 0.0311272 | val_loss: 0.031136 | Time: 3857.58 ms [2022-04-19 03:16:34 main:574] : INFO : Epoch 1896 | loss: 0.0311273 | val_loss: 0.0311375 | Time: 3861.94 ms [2022-04-19 03:16:38 main:574] : INFO : Epoch 1897 | loss: 0.0311259 | val_loss: 0.0311394 | Time: 3859.2 ms [2022-04-19 03:16:42 main:574] : INFO : Epoch 1898 | loss: 0.0311368 | val_loss: 0.0311411 | Time: 3851.4 ms [2022-04-19 03:16:46 main:574] : INFO : Epoch 1899 | loss: 0.0311339 | val_loss: 0.0311369 | Time: 3837.83 ms [2022-04-19 03:16:50 main:574] : INFO : Epoch 1900 | loss: 0.031128 | val_loss: 0.0311446 | Time: 3885.47 ms [2022-04-19 03:16:53 main:574] : INFO : Epoch 1901 | loss: 0.0311323 | val_loss: 0.0311372 | Time: 3861.46 ms [2022-04-19 03:16:57 main:574] : INFO : Epoch 1902 | loss: 0.0311268 | val_loss: 0.0311363 | Time: 3921.97 ms [2022-04-19 03:17:01 main:574] : INFO : Epoch 1903 | loss: 0.031126 | val_loss: 0.0311362 | Time: 3851.54 ms [2022-04-19 03:17:05 main:574] : INFO : Epoch 1904 | loss: 0.031127 | val_loss: 0.0311454 | Time: 3861.95 ms [2022-04-19 03:17:09 main:574] : INFO : Epoch 1905 | loss: 0.0311255 | val_loss: 0.0311346 | Time: 3866.02 ms [2022-04-19 03:17:13 main:574] : INFO : Epoch 1906 | loss: 0.0311237 | val_loss: 0.0311358 | Time: 3863.34 ms [2022-04-19 03:17:17 main:574] : INFO : Epoch 1907 | loss: 0.0311224 | val_loss: 0.0311346 | Time: 3836.01 ms [2022-04-19 03:17:21 main:574] : INFO : Epoch 1908 | loss: 0.0311245 | val_loss: 0.0311351 | Time: 3864.6 ms [2022-04-19 03:17:25 main:574] : INFO : Epoch 1909 | loss: 0.0311232 | val_loss: 0.0311386 | Time: 3855.38 ms [2022-04-19 03:17:29 main:574] : INFO : Epoch 1910 | loss: 0.0311298 | val_loss: 0.0311496 | Time: 3850.69 ms [2022-04-19 03:17:33 main:574] : INFO : Epoch 1911 | loss: 0.0311309 | val_loss: 0.0311422 | Time: 3877.57 ms [2022-04-19 03:17:37 main:574] : INFO : Epoch 1912 | loss: 0.0311364 | val_loss: 0.0311448 | Time: 3859.4 ms [2022-04-19 03:17:40 main:574] : INFO : Epoch 1913 | loss: 0.0311346 | val_loss: 0.031143 | Time: 3853.94 ms [2022-04-19 03:17:44 main:574] : INFO : Epoch 1914 | loss: 0.0311338 | val_loss: 0.0311372 | Time: 3848.91 ms [2022-04-19 03:17:48 main:574] : INFO : Epoch 1915 | loss: 0.0311296 | val_loss: 0.0311389 | Time: 3871.99 ms [2022-04-19 03:17:52 main:574] : INFO : Epoch 1916 | loss: 0.0311289 | val_loss: 0.0311405 | Time: 3858.69 ms [2022-04-19 03:17:56 main:574] : INFO : Epoch 1917 | loss: 0.0311297 | val_loss: 0.0311455 | Time: 3908.34 ms [2022-04-19 03:18:00 main:574] : INFO : Epoch 1918 | loss: 0.0311295 | val_loss: 0.0311401 | Time: 3875.07 ms [2022-04-19 03:18:04 main:574] : INFO : Epoch 1919 | loss: 0.0311249 | val_loss: 0.0311397 | Time: 3876.76 ms [2022-04-19 03:18:08 main:574] : INFO : Epoch 1920 | loss: 0.0311288 | val_loss: 0.0311416 | Time: 3867.06 ms [2022-04-19 03:18:12 main:574] : INFO : Epoch 1921 | loss: 0.0311306 | val_loss: 0.031141 | Time: 3888.29 ms [2022-04-19 03:18:16 main:574] : INFO : Epoch 1922 | loss: 0.0311238 | val_loss: 0.0311437 | Time: 3845.45 ms [2022-04-19 03:18:20 main:574] : INFO : Epoch 1923 | loss: 0.0311257 | val_loss: 0.0311453 | Time: 3878.03 ms [2022-04-19 03:18:24 main:574] : INFO : Epoch 1924 | loss: 0.031124 | val_loss: 0.0311458 | Time: 3858.25 ms [2022-04-19 03:18:28 main:574] : INFO : Epoch 1925 | loss: 0.0311236 | val_loss: 0.0311487 | Time: 3858.81 ms [2022-04-19 03:18:32 main:574] : INFO : Epoch 1926 | loss: 0.0311238 | val_loss: 0.0311478 | Time: 3871.64 ms [2022-04-19 03:18:35 main:574] : INFO : Epoch 1927 | loss: 0.0311217 | val_loss: 0.0311459 | Time: 3856.87 ms [2022-04-19 03:18:39 main:574] : INFO : Epoch 1928 | loss: 0.0311251 | val_loss: 0.0311438 | Time: 3811.03 ms [2022-04-19 03:18:43 main:574] : INFO : Epoch 1929 | loss: 0.0311241 | val_loss: 0.0311484 | Time: 3851.3 ms [2022-04-19 03:18:47 main:574] : INFO : Epoch 1930 | loss: 0.0311274 | val_loss: 0.0311443 | Time: 3876.73 ms [2022-04-19 03:18:51 main:574] : INFO : Epoch 1931 | loss: 0.0311267 | val_loss: 0.0311502 | Time: 3857.59 ms [2022-04-19 03:18:55 main:574] : INFO : Epoch 1932 | loss: 0.031123 | val_loss: 0.0311436 | Time: 3861.73 ms [2022-04-19 03:18:59 main:574] : INFO : Epoch 1933 | loss: 0.0311286 | val_loss: 0.0311498 | Time: 3848 ms [2022-04-19 03:19:03 main:574] : INFO : Epoch 1934 | loss: 0.0311199 | val_loss: 0.0311482 | Time: 3889.54 ms [2022-04-19 03:19:07 main:574] : INFO : Epoch 1935 | loss: 0.0311314 | val_loss: 0.0311543 | Time: 3864.96 ms [2022-04-19 03:19:11 main:574] : INFO : Epoch 1936 | loss: 0.0311365 | val_loss: 0.0311527 | Time: 3870.1 ms [2022-04-19 03:19:15 main:574] : INFO : Epoch 1937 | loss: 0.03114 | val_loss: 0.0311485 | Time: 3847.23 ms [2022-04-19 03:19:18 main:574] : INFO : Epoch 1938 | loss: 0.0311365 | val_loss: 0.0311608 | Time: 3857.52 ms [2022-04-19 03:19:22 main:574] : INFO : Epoch 1939 | loss: 0.0311335 | val_loss: 0.0311462 | Time: 3857.54 ms [2022-04-19 03:19:26 main:574] : INFO : Epoch 1940 | loss: 0.0311266 | val_loss: 0.0311443 | Time: 3861.95 ms [2022-04-19 03:19:30 main:574] : INFO : Epoch 1941 | loss: 0.031128 | val_loss: 0.0311515 | Time: 3847.06 ms [2022-04-19 03:19:34 main:574] : INFO : Epoch 1942 | loss: 0.0311284 | val_loss: 0.0311452 | Time: 3852.71 ms [2022-04-19 03:19:38 main:574] : INFO : Epoch 1943 | loss: 0.031126 | val_loss: 0.0311455 | Time: 3808.04 ms [2022-04-19 03:19:42 main:574] : INFO : Epoch 1944 | loss: 0.0311269 | val_loss: 0.0311448 | Time: 3851.01 ms [2022-04-19 03:19:46 main:574] : INFO : Epoch 1945 | loss: 0.0311247 | val_loss: 0.0311439 | Time: 3906.57 ms [2022-04-19 03:19:50 main:574] : INFO : Epoch 1946 | loss: 0.031125 | val_loss: 0.0311408 | Time: 3794.08 ms [2022-04-19 03:19:54 main:574] : INFO : Epoch 1947 | loss: 0.031122 | val_loss: 0.0311447 | Time: 3895.37 ms [2022-04-19 03:19:58 main:574] : INFO : Epoch 1948 | loss: 0.0311263 | val_loss: 0.0311436 | Time: 3874.62 ms [2022-04-19 03:20:01 main:574] : INFO : Epoch 1949 | loss: 0.031123 | val_loss: 0.0311417 | Time: 3885.24 ms [2022-04-19 03:20:05 main:574] : INFO : Epoch 1950 | loss: 0.0311238 | val_loss: 0.0311446 | Time: 3851.83 ms [2022-04-19 03:20:09 main:574] : INFO : Epoch 1951 | loss: 0.0311225 | val_loss: 0.0311465 | Time: 3897.72 ms [2022-04-19 03:20:13 main:574] : INFO : Epoch 1952 | loss: 0.0311214 | val_loss: 0.0311421 | Time: 3879.12 ms [2022-04-19 03:20:17 main:574] : INFO : Epoch 1953 | loss: 0.0311185 | val_loss: 0.0311454 | Time: 3847.32 ms [2022-04-19 03:20:21 main:574] : INFO : Epoch 1954 | loss: 0.0311197 | val_loss: 0.0311438 | Time: 3927.25 ms [2022-04-19 03:20:25 main:574] : INFO : Epoch 1955 | loss: 0.0311209 | val_loss: 0.031145 | Time: 3881.05 ms [2022-04-19 03:20:29 main:574] : INFO : Epoch 1956 | loss: 0.0311211 | val_loss: 0.0311488 | Time: 3876.92 ms [2022-04-19 03:20:33 main:574] : INFO : Epoch 1957 | loss: 0.0311217 | val_loss: 0.031142 | Time: 3871.46 ms [2022-04-19 03:20:37 main:574] : INFO : Epoch 1958 | loss: 0.031124 | val_loss: 0.0311494 | Time: 3965.47 ms [2022-04-19 03:20:41 main:574] : INFO : Epoch 1959 | loss: 0.0311243 | val_loss: 0.0311442 | Time: 3801.75 ms [2022-04-19 03:20:45 main:574] : INFO : Epoch 1960 | loss: 0.0311232 | val_loss: 0.0311432 | Time: 3917.83 ms [2022-04-19 03:20:49 main:574] : INFO : Epoch 1961 | loss: 0.031125 | val_loss: 0.031151 | Time: 3877.76 ms [2022-04-19 03:20:53 main:574] : INFO : Epoch 1962 | loss: 0.0311245 | val_loss: 0.0311437 | Time: 3892.86 ms [2022-04-19 03:20:57 main:574] : INFO : Epoch 1963 | loss: 0.0311234 | val_loss: 0.031143 | Time: 3874.44 ms [2022-04-19 03:21:01 main:574] : INFO : Epoch 1964 | loss: 0.0311231 | val_loss: 0.0311464 | Time: 3921.92 ms [2022-04-19 03:21:04 main:574] : INFO : Epoch 1965 | loss: 0.0311197 | val_loss: 0.0311456 | Time: 3883.68 ms [2022-04-19 03:21:09 main:574] : INFO : Epoch 1966 | loss: 0.0311181 | val_loss: 0.0311433 | Time: 4081.16 ms [2022-04-19 03:21:13 main:574] : INFO : Epoch 1967 | loss: 0.0311197 | val_loss: 0.0311466 | Time: 4126.91 ms [2022-04-19 03:21:17 main:574] : INFO : Epoch 1968 | loss: 0.0311264 | val_loss: 0.0311486 | Time: 3884.61 ms [2022-04-19 03:21:21 main:574] : INFO : Epoch 1969 | loss: 0.0311283 | val_loss: 0.0311483 | Time: 3923.3 ms [2022-04-19 03:21:25 main:574] : INFO : Epoch 1970 | loss: 0.0311272 | val_loss: 0.0311647 | Time: 3910.19 ms [2022-04-19 03:21:29 main:574] : INFO : Epoch 1971 | loss: 0.0311277 | val_loss: 0.0311475 | Time: 3884.77 ms [2022-04-19 03:21:33 main:574] : INFO : Epoch 1972 | loss: 0.0311234 | val_loss: 0.0311473 | Time: 4013.5 ms [2022-04-19 03:21:37 main:574] : INFO : Epoch 1973 | loss: 0.0311199 | val_loss: 0.0311439 | Time: 3872.67 ms [2022-04-19 03:21:41 main:574] : INFO : Epoch 1974 | loss: 0.0311218 | val_loss: 0.0311434 | Time: 3873.07 ms [2022-04-19 03:21:44 main:574] : INFO : Epoch 1975 | loss: 0.0311206 | val_loss: 0.03115 | Time: 3870.46 ms [2022-04-19 03:21:48 main:574] : INFO : Epoch 1976 | loss: 0.0311218 | val_loss: 0.0311501 | Time: 3885.43 ms [2022-04-19 03:21:52 main:574] : INFO : Epoch 1977 | loss: 0.0311208 | val_loss: 0.0311486 | Time: 3865.39 ms [2022-04-19 03:21:56 main:574] : INFO : Epoch 1978 | loss: 0.0311203 | val_loss: 0.0311451 | Time: 3908.16 ms [2022-04-19 03:22:00 main:574] : INFO : Epoch 1979 | loss: 0.0311194 | val_loss: 0.0311455 | Time: 3880.37 ms [2022-04-19 03:22:04 main:574] : INFO : Epoch 1980 | loss: 0.0311205 | val_loss: 0.0311456 | Time: 3882.01 ms [2022-04-19 03:22:08 main:574] : INFO : Epoch 1981 | loss: 0.0311198 | val_loss: 0.0311451 | Time: 3881.89 ms [2022-04-19 03:22:12 main:574] : INFO : Epoch 1982 | loss: 0.0311219 | val_loss: 0.0311417 | Time: 3877.45 ms [2022-04-19 03:22:16 main:574] : INFO : Epoch 1983 | loss: 0.0311234 | val_loss: 0.0311448 | Time: 3909.49 ms [2022-04-19 03:22:20 main:574] : INFO : Epoch 1984 | loss: 0.0311266 | val_loss: 0.0311489 | Time: 3891.98 ms [2022-04-19 03:22:24 main:574] : INFO : Epoch 1985 | loss: 0.031127 | val_loss: 0.0311471 | Time: 3903.54 ms [2022-04-19 03:22:28 main:574] : INFO : Epoch 1986 | loss: 0.0311272 | val_loss: 0.0311551 | Time: 3883.93 ms [2022-04-19 03:22:32 main:574] : INFO : Epoch 1987 | loss: 0.0311349 | val_loss: 0.0311513 | Time: 3904.37 ms [2022-04-19 03:22:36 main:574] : INFO : Epoch 1988 | loss: 0.0311342 | val_loss: 0.0311482 | Time: 3895.97 ms [2022-04-19 03:22:40 main:574] : INFO : Epoch 1989 | loss: 0.0311315 | val_loss: 0.0311508 | Time: 3882.32 ms [2022-04-19 03:22:44 main:574] : INFO : Epoch 1990 | loss: 0.0311306 | val_loss: 0.0311447 | Time: 3897.71 ms [2022-04-19 03:22:48 main:574] : INFO : Epoch 1991 | loss: 0.0311462 | val_loss: 0.0311523 | Time: 3876.04 ms [2022-04-19 03:22:51 main:574] : INFO : Epoch 1992 | loss: 0.0311452 | val_loss: 0.0311554 | Time: 3897.35 ms [2022-04-19 03:22:55 main:574] : INFO : Epoch 1993 | loss: 0.0311443 | val_loss: 0.0311532 | Time: 3882.42 ms [2022-04-19 03:22:59 main:574] : INFO : Epoch 1994 | loss: 0.0311471 | val_loss: 0.0311519 | Time: 3821.3 ms [2022-04-19 03:23:03 main:574] : INFO : Epoch 1995 | loss: 0.0311424 | val_loss: 0.0311569 | Time: 3912.31 ms [2022-04-19 03:23:07 main:574] : INFO : Epoch 1996 | loss: 0.0311425 | val_loss: 0.0311511 | Time: 3912.12 ms [2022-04-19 03:23:11 main:574] : INFO : Epoch 1997 | loss: 0.03114 | val_loss: 0.03115 | Time: 3873.91 ms [2022-04-19 03:23:15 main:574] : INFO : Epoch 1998 | loss: 0.03114 | val_loss: 0.0311473 | Time: 3992.96 ms [2022-04-19 03:23:19 main:574] : INFO : Epoch 1999 | loss: 0.0311384 | val_loss: 0.0311521 | Time: 3879.44 ms [2022-04-19 03:23:23 main:574] : INFO : Epoch 2000 | loss: 0.0311374 | val_loss: 0.0311484 | Time: 3960.01 ms [2022-04-19 03:23:27 main:574] : INFO : Epoch 2001 | loss: 0.0311363 | val_loss: 0.0311478 | Time: 3919.83 ms [2022-04-19 03:23:31 main:574] : INFO : Epoch 2002 | loss: 0.0311377 | val_loss: 0.0311512 | Time: 3917.4 ms [2022-04-19 03:23:35 main:574] : INFO : Epoch 2003 | loss: 0.0311367 | val_loss: 0.0311452 | Time: 3811.26 ms [2022-04-19 03:23:39 main:574] : INFO : Epoch 2004 | loss: 0.0311378 | val_loss: 0.031147 | Time: 3915.37 ms [2022-04-19 03:23:43 main:574] : INFO : Epoch 2005 | loss: 0.0311365 | val_loss: 0.0311474 | Time: 3880.6 ms [2022-04-19 03:23:47 main:574] : INFO : Epoch 2006 | loss: 0.0311359 | val_loss: 0.0311453 | Time: 3887.98 ms [2022-04-19 03:23:51 main:574] : INFO : Epoch 2007 | loss: 0.0311343 | val_loss: 0.0311436 | Time: 3926.56 ms [2022-04-19 03:23:55 main:574] : INFO : Epoch 2008 | loss: 0.0311322 | val_loss: 0.0311454 | Time: 4025.82 ms [2022-04-19 03:23:59 main:574] : INFO : Epoch 2009 | loss: 0.0311334 | val_loss: 0.0311453 | Time: 3880.89 ms [2022-04-19 03:24:03 main:574] : INFO : Epoch 2010 | loss: 0.0311354 | val_loss: 0.0311473 | Time: 3881.34 ms [2022-04-19 03:24:07 main:574] : INFO : Epoch 2011 | loss: 0.0311353 | val_loss: 0.0311481 | Time: 3884.78 ms [2022-04-19 03:24:11 main:574] : INFO : Epoch 2012 | loss: 0.0311331 | val_loss: 0.0311491 | Time: 3859.94 ms [2022-04-19 03:24:15 main:574] : INFO : Epoch 2013 | loss: 0.0311314 | val_loss: 0.0311492 | Time: 3878.82 ms [2022-04-19 03:24:19 main:574] : INFO : Epoch 2014 | loss: 0.0311338 | val_loss: 0.0311485 | Time: 3949.01 ms [2022-04-19 03:24:22 main:574] : INFO : Epoch 2015 | loss: 0.0311322 | val_loss: 0.0311476 | Time: 3883.8 ms [2022-04-19 03:24:26 main:574] : INFO : Epoch 2016 | loss: 0.0311299 | val_loss: 0.0311421 | Time: 3865.07 ms [2022-04-19 03:24:31 main:574] : INFO : Epoch 2017 | loss: 0.0311304 | val_loss: 0.0311434 | Time: 4071.38 ms [2022-04-19 03:24:34 main:574] : INFO : Epoch 2018 | loss: 0.0311266 | val_loss: 0.031143 | Time: 3882.57 ms [2022-04-19 03:24:38 main:574] : INFO : Epoch 2019 | loss: 0.0311267 | val_loss: 0.0311458 | Time: 3927.02 ms [2022-04-19 03:24:42 main:574] : INFO : Epoch 2020 | loss: 0.0311267 | val_loss: 0.0311441 | Time: 3886.09 ms [2022-04-19 03:24:46 main:574] : INFO : Epoch 2021 | loss: 0.0311278 | val_loss: 0.0311457 | Time: 3865.39 ms [2022-04-19 03:24:50 main:574] : INFO : Epoch 2022 | loss: 0.0311284 | val_loss: 0.0311481 | Time: 3879.42 ms [2022-04-19 03:24:54 main:574] : INFO : Epoch 2023 | loss: 0.0311268 | val_loss: 0.0311497 | Time: 3823.44 ms [2022-04-19 03:24:58 main:574] : INFO : Epoch 2024 | loss: 0.0311322 | val_loss: 0.0311476 | Time: 3922.18 ms [2022-04-19 03:25:02 main:574] : INFO : Epoch 2025 | loss: 0.0311266 | val_loss: 0.0311412 | Time: 3878.6 ms [2022-04-19 03:25:06 main:574] : INFO : Epoch 2026 | loss: 0.031126 | val_loss: 0.0311523 | Time: 3861.73 ms [2022-04-19 03:25:10 main:574] : INFO : Epoch 2027 | loss: 0.0311323 | val_loss: 0.0311433 | Time: 3873.67 ms [2022-04-19 03:25:14 main:574] : INFO : Epoch 2028 | loss: 0.0311297 | val_loss: 0.0311532 | Time: 3874.53 ms [2022-04-19 03:25:18 main:574] : INFO : Epoch 2029 | loss: 0.0311299 | val_loss: 0.031142 | Time: 3883.9 ms [2022-04-19 03:25:22 main:574] : INFO : Epoch 2030 | loss: 0.0311252 | val_loss: 0.0311397 | Time: 3879.81 ms [2022-04-19 03:25:26 main:574] : INFO : Epoch 2031 | loss: 0.0311276 | val_loss: 0.0311412 | Time: 3980.38 ms [2022-04-19 03:25:30 main:574] : INFO : Epoch 2032 | loss: 0.0311389 | val_loss: 0.0311456 | Time: 3877.34 ms [2022-04-19 03:25:34 main:574] : INFO : Epoch 2033 | loss: 0.031138 | val_loss: 0.0311433 | Time: 3883.9 ms [2022-04-19 03:25:37 main:574] : INFO : Epoch 2034 | loss: 0.0311378 | val_loss: 0.0311425 | Time: 3882.88 ms [2022-04-19 03:25:41 main:574] : INFO : Epoch 2035 | loss: 0.0311337 | val_loss: 0.0311388 | Time: 3874.09 ms [2022-04-19 03:25:45 main:574] : INFO : Epoch 2036 | loss: 0.0311305 | val_loss: 0.0311399 | Time: 3883.09 ms [2022-04-19 03:25:49 main:574] : INFO : Epoch 2037 | loss: 0.0311288 | val_loss: 0.0311379 | Time: 3875.67 ms [2022-04-19 03:25:53 main:574] : INFO : Epoch 2038 | loss: 0.031128 | val_loss: 0.0311393 | Time: 3883.45 ms [2022-04-19 03:25:57 main:574] : INFO : Epoch 2039 | loss: 0.0311279 | val_loss: 0.031142 | Time: 3876.25 ms [2022-04-19 03:26:01 main:574] : INFO : Epoch 2040 | loss: 0.0311282 | val_loss: 0.0311415 | Time: 3900.48 ms [2022-04-19 03:26:05 main:574] : INFO : Epoch 2041 | loss: 0.0311332 | val_loss: 0.0311476 | Time: 3878.01 ms [2022-04-19 03:26:09 main:574] : INFO : Epoch 2042 | loss: 0.0311313 | val_loss: 0.0311411 | Time: 3866.83 ms [2022-04-19 03:26:13 main:574] : INFO : Epoch 2043 | loss: 0.0311307 | val_loss: 0.0311423 | Time: 3933.68 ms [2022-04-19 03:26:17 main:574] : INFO : Epoch 2044 | loss: 0.0311302 | val_loss: 0.0311465 | Time: 3903.12 ms [2022-04-19 03:26:21 main:574] : INFO : Epoch 2045 | loss: 0.0311364 | val_loss: 0.031146 | Time: 3968.44 ms [2022-04-19 03:26:25 main:574] : INFO : Epoch 2046 | loss: 0.0311278 | val_loss: 0.0311475 | Time: 3874.54 ms [2022-04-19 03:26:29 main:574] : INFO : Epoch 2047 | loss: 0.0311274 | val_loss: 0.031139 | Time: 3848.48 ms [2022-04-19 03:26:33 main:574] : INFO : Epoch 2048 | loss: 0.0311281 | val_loss: 0.0311456 | Time: 3894.96 ms [2022-04-19 03:26:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311456 [2022-04-19 03:26:33 main:603] : INFO : Saving end state to config to file [2022-04-19 03:26:33 main:608] : INFO : Success, exiting.. 03:26:33 (6292): 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)