Task 13844624
| Name | ParityModified-1647046995-30595-2-0_0 |
| Workunit | 10924411 |
| Created | 27 Mar 2022, 10:00:38 UTC |
| Sent | 1 Apr 2022, 3:34:50 UTC |
| Report deadline | 9 Apr 2022, 3:34:50 UTC |
| Received | 1 Apr 2022, 7:09:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21055 |
| Run time | 2 hours 21 min 49 sec |
| CPU time | 1 hours 41 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,881.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> Epoch 1542 | loss: 0.0311361 | val_loss: 0.0311399 | Time: 4505.84 ms [2022-04-01 00:34:03 main:574] : INFO : Epoch 1543 | loss: 0.0311384 | val_loss: 0.0311509 | Time: 4140.46 ms [2022-04-01 00:34:07 main:574] : INFO : Epoch 1544 | loss: 0.031136 | val_loss: 0.031143 | Time: 4036.92 ms [2022-04-01 00:34:12 main:574] : INFO : Epoch 1545 | loss: 0.0311359 | val_loss: 0.0311405 | Time: 4487.98 ms [2022-04-01 00:34:16 main:574] : INFO : Epoch 1546 | loss: 0.031134 | val_loss: 0.0311434 | Time: 4343.32 ms [2022-04-01 00:34:20 main:574] : INFO : Epoch 1547 | loss: 0.0311352 | val_loss: 0.0311426 | Time: 4067.4 ms [2022-04-01 00:34:25 main:574] : INFO : Epoch 1548 | loss: 0.0311353 | val_loss: 0.0311432 | Time: 4513.65 ms [2022-04-01 00:34:29 main:574] : INFO : Epoch 1549 | loss: 0.031138 | val_loss: 0.0311446 | Time: 4138.04 ms [2022-04-01 00:34:33 main:574] : INFO : Epoch 1550 | loss: 0.0311365 | val_loss: 0.0311433 | Time: 3977.65 ms [2022-04-01 00:34:37 main:574] : INFO : Epoch 1551 | loss: 0.0311369 | val_loss: 0.031143 | Time: 4660.13 ms [2022-04-01 00:34:42 main:574] : INFO : Epoch 1552 | loss: 0.0311384 | val_loss: 0.0311506 | Time: 4284.21 ms [2022-04-01 00:34:46 main:574] : INFO : Epoch 1553 | loss: 0.0311396 | val_loss: 0.0311492 | Time: 3942.04 ms [2022-04-01 00:34:50 main:574] : INFO : Epoch 1554 | loss: 0.0311383 | val_loss: 0.0311435 | Time: 4449.88 ms [2022-04-01 00:34:54 main:574] : INFO : Epoch 1555 | loss: 0.03114 | val_loss: 0.031143 | Time: 4117.32 ms [2022-04-01 00:34:58 main:574] : INFO : Epoch 1556 | loss: 0.0311422 | val_loss: 0.0311512 | Time: 4065.53 ms [2022-04-01 00:35:03 main:574] : INFO : Epoch 1557 | loss: 0.0311418 | val_loss: 0.0311459 | Time: 4726.87 ms [2022-04-01 00:35:07 main:574] : INFO : Epoch 1558 | loss: 0.0311399 | val_loss: 0.0311419 | Time: 4096.61 ms [2022-04-01 00:35:11 main:574] : INFO : Epoch 1559 | loss: 0.0311396 | val_loss: 0.0311444 | Time: 4008.8 ms [2022-04-01 00:35:16 main:574] : INFO : Epoch 1560 | loss: 0.0311428 | val_loss: 0.0311454 | Time: 4728.8 ms [2022-04-01 00:35:20 main:574] : INFO : Epoch 1561 | loss: 0.0311375 | val_loss: 0.0311543 | Time: 3900.63 ms [2022-04-01 00:35:23 main:574] : INFO : Epoch 1562 | loss: 0.0311393 | val_loss: 0.0311434 | Time: 3831.77 ms [2022-04-01 00:35:27 main:574] : INFO : Epoch 1563 | loss: 0.0311396 | val_loss: 0.0311456 | Time: 3817.12 ms [2022-04-01 00:35:31 main:574] : INFO : Epoch 1564 | loss: 0.0311357 | val_loss: 0.0311469 | Time: 4136.69 ms [2022-04-01 00:35:36 main:574] : INFO : Epoch 1565 | loss: 0.0311344 | val_loss: 0.0311434 | Time: 4422.56 ms [2022-04-01 00:35:40 main:574] : INFO : Epoch 1566 | loss: 0.0311353 | val_loss: 0.0311441 | Time: 4459.93 ms [2022-04-01 00:35:44 main:574] : INFO : Epoch 1567 | loss: 0.0311386 | val_loss: 0.0311387 | Time: 4008.22 ms [2022-04-01 00:35:48 main:574] : INFO : Epoch 1568 | loss: 0.0311399 | val_loss: 0.031144 | Time: 4054.19 ms [2022-04-01 00:35:53 main:574] : INFO : Epoch 1569 | loss: 0.0311376 | val_loss: 0.031148 | Time: 4213.52 ms [2022-04-01 00:35:57 main:574] : INFO : Epoch 1570 | loss: 0.0311408 | val_loss: 0.0311494 | Time: 4059.39 ms [2022-04-01 00:36:00 main:574] : INFO : Epoch 1571 | loss: 0.0311389 | val_loss: 0.0311545 | Time: 3719.38 ms [2022-04-01 00:36:04 main:574] : INFO : Epoch 1572 | loss: 0.0311375 | val_loss: 0.0311429 | Time: 4043.05 ms [2022-04-01 00:36:09 main:574] : INFO : Epoch 1573 | loss: 0.0311347 | val_loss: 0.0311434 | Time: 4109.57 ms [2022-04-01 00:36:12 main:574] : INFO : Epoch 1574 | loss: 0.0311369 | val_loss: 0.0311425 | Time: 3916.53 ms [2022-04-01 00:36:17 main:574] : INFO : Epoch 1575 | loss: 0.0311359 | val_loss: 0.0311457 | Time: 4184.57 ms [2022-04-01 00:36:21 main:574] : INFO : Epoch 1576 | loss: 0.0311358 | val_loss: 0.0311445 | Time: 4163.72 ms [2022-04-01 00:36:25 main:574] : INFO : Epoch 1577 | loss: 0.0311339 | val_loss: 0.0311416 | Time: 3825.94 ms [2022-04-01 00:36:29 main:574] : INFO : Epoch 1578 | loss: 0.0311321 | val_loss: 0.0311425 | Time: 4011.12 ms [2022-04-01 00:36:33 main:574] : INFO : Epoch 1579 | loss: 0.0311307 | val_loss: 0.0311425 | Time: 4385.59 ms [2022-04-01 00:36:37 main:574] : INFO : Epoch 1580 | loss: 0.0311327 | val_loss: 0.0311496 | Time: 4053.22 ms [2022-04-01 00:36:41 main:574] : INFO : Epoch 1581 | loss: 0.0311327 | val_loss: 0.0311427 | Time: 3916.45 ms [2022-04-01 00:36:45 main:574] : INFO : Epoch 1582 | loss: 0.0311334 | val_loss: 0.0311397 | Time: 3986.39 ms [2022-04-01 00:36:49 main:574] : INFO : Epoch 1583 | loss: 0.0311331 | val_loss: 0.0311399 | Time: 3878.46 ms [2022-04-01 00:36:53 main:574] : INFO : Epoch 1584 | loss: 0.0311391 | val_loss: 0.0311434 | Time: 3956.04 ms [2022-04-01 00:36:57 main:574] : INFO : Epoch 1585 | loss: 0.0311455 | val_loss: 0.0311448 | Time: 4270.9 ms [2022-04-01 00:37:01 main:574] : INFO : Epoch 1586 | loss: 0.031139 | val_loss: 0.0311432 | Time: 4015.08 ms [2022-04-01 00:37:05 main:574] : INFO : Epoch 1587 | loss: 0.0311389 | val_loss: 0.0311426 | Time: 3921.42 ms [2022-04-01 00:37:09 main:574] : INFO : Epoch 1588 | loss: 0.031137 | val_loss: 0.0311406 | Time: 4102.34 ms [2022-04-01 00:37:13 main:574] : INFO : Epoch 1589 | loss: 0.0311379 | val_loss: 0.031143 | Time: 4067.79 ms [2022-04-01 00:37:17 main:574] : INFO : Epoch 1590 | loss: 0.0311403 | val_loss: 0.0311442 | Time: 3858.41 ms [2022-04-01 00:37:21 main:574] : INFO : Epoch 1591 | loss: 0.0311389 | val_loss: 0.0311444 | Time: 3861.28 ms [2022-04-01 00:37:25 main:574] : INFO : Epoch 1592 | loss: 0.0311394 | val_loss: 0.0311453 | Time: 3980.4 ms [2022-04-01 00:37:29 main:574] : INFO : Epoch 1593 | loss: 0.0311358 | val_loss: 0.0311462 | Time: 3764.06 ms [2022-04-01 00:37:33 main:574] : INFO : Epoch 1594 | loss: 0.0311355 | val_loss: 0.0311426 | Time: 4081.24 ms [2022-04-01 00:37:37 main:574] : INFO : Epoch 1595 | loss: 0.0311366 | val_loss: 0.0311424 | Time: 4020.86 ms [2022-04-01 00:37:41 main:574] : INFO : Epoch 1596 | loss: 0.0311348 | val_loss: 0.0311431 | Time: 4202.27 ms [2022-04-01 00:37:45 main:574] : INFO : Epoch 1597 | loss: 0.0311343 | val_loss: 0.0311427 | Time: 3854.99 ms [2022-04-01 00:37:49 main:574] : INFO : Epoch 1598 | loss: 0.0311358 | val_loss: 0.0311471 | Time: 4041.91 ms [2022-04-01 00:37:53 main:574] : INFO : Epoch 1599 | loss: 0.0311329 | val_loss: 0.0311428 | Time: 3800.04 ms [2022-04-01 00:37:57 main:574] : INFO : Epoch 1600 | loss: 0.0311304 | val_loss: 0.0311409 | Time: 4020.94 ms [2022-04-01 00:38:01 main:574] : INFO : Epoch 1601 | loss: 0.0311313 | val_loss: 0.0311429 | Time: 4188.18 ms [2022-04-01 00:38:05 main:574] : INFO : Epoch 1602 | loss: 0.0311297 | val_loss: 0.0311441 | Time: 4081.64 ms [2022-04-01 00:38:09 main:574] : INFO : Epoch 1603 | loss: 0.0311298 | val_loss: 0.0311465 | Time: 4276.47 ms [2022-04-01 00:38:14 main:574] : INFO : Epoch 1604 | loss: 0.0311333 | val_loss: 0.0311415 | Time: 4337.65 ms [2022-04-01 00:38:18 main:574] : INFO : Epoch 1605 | loss: 0.0311326 | val_loss: 0.0311514 | Time: 4375.41 ms [2022-04-01 00:38:22 main:574] : INFO : Epoch 1606 | loss: 0.0311344 | val_loss: 0.0311492 | Time: 4021.39 ms [2022-04-01 00:38:26 main:574] : INFO : Epoch 1607 | loss: 0.031134 | val_loss: 0.0311523 | Time: 3831.39 ms [2022-04-01 00:38:30 main:574] : INFO : Epoch 1608 | loss: 0.0311294 | val_loss: 0.0311412 | Time: 4061.27 ms [2022-04-01 00:38:34 main:574] : INFO : Epoch 1609 | loss: 0.0311304 | val_loss: 0.0311422 | Time: 4273.55 ms [2022-04-01 00:38:38 main:574] : INFO : Epoch 1610 | loss: 0.0311286 | val_loss: 0.0311424 | Time: 3993.15 ms [2022-04-01 00:38:42 main:574] : INFO : Epoch 1611 | loss: 0.0311306 | val_loss: 0.0311462 | Time: 4001.02 ms [2022-04-01 00:38:46 main:574] : INFO : Epoch 1612 | loss: 0.0311317 | val_loss: 0.0311408 | Time: 3988.65 ms [2022-04-01 00:38:51 main:574] : INFO : Epoch 1613 | loss: 0.0311282 | val_loss: 0.0311458 | Time: 4502.28 ms [2022-04-01 00:38:55 main:574] : INFO : Epoch 1614 | loss: 0.0311388 | val_loss: 0.0311465 | Time: 4054.75 ms [2022-04-01 00:38:59 main:574] : INFO : Epoch 1615 | loss: 0.031129 | val_loss: 0.0311382 | Time: 4160.39 ms [2022-04-01 00:39:03 main:574] : INFO : Epoch 1616 | loss: 0.0311266 | val_loss: 0.0311387 | Time: 4241 ms [2022-04-01 00:39:07 main:574] : INFO : Epoch 1617 | loss: 0.0311263 | val_loss: 0.0311366 | Time: 4027.66 ms [2022-04-01 00:39:11 main:574] : INFO : Epoch 1618 | loss: 0.0311264 | val_loss: 0.0311403 | Time: 3880.42 ms [2022-04-01 00:39:16 main:574] : INFO : Epoch 1619 | loss: 0.031125 | val_loss: 0.03114 | Time: 4370.12 ms [2022-04-01 00:39:20 main:574] : INFO : Epoch 1620 | loss: 0.0311249 | val_loss: 0.0311382 | Time: 4142.22 ms [2022-04-01 00:39:24 main:574] : INFO : Epoch 1621 | loss: 0.0311236 | val_loss: 0.0311466 | Time: 3878.19 ms [2022-04-01 00:39:27 main:574] : INFO : Epoch 1622 | loss: 0.0311296 | val_loss: 0.0311375 | Time: 3818.28 ms [2022-04-01 00:39:31 main:574] : INFO : Epoch 1623 | loss: 0.031124 | val_loss: 0.031138 | Time: 3916.64 ms [2022-04-01 00:39:35 main:574] : INFO : Epoch 1624 | loss: 0.0311242 | val_loss: 0.0311397 | Time: 3938.18 ms [2022-04-01 00:39:39 main:574] : INFO : Epoch 1625 | loss: 0.0311205 | val_loss: 0.0311492 | Time: 4143.49 ms [2022-04-01 00:39:44 main:574] : INFO : Epoch 1626 | loss: 0.0311242 | val_loss: 0.0311545 | Time: 4249.27 ms [2022-04-01 00:39:48 main:574] : INFO : Epoch 1627 | loss: 0.0311226 | val_loss: 0.0311386 | Time: 3999.92 ms [2022-04-01 00:39:51 main:574] : INFO : Epoch 1628 | loss: 0.0311217 | val_loss: 0.031144 | Time: 3854.96 ms [2022-04-01 00:39:55 main:574] : INFO : Epoch 1629 | loss: 0.0311236 | val_loss: 0.0311429 | Time: 3803.11 ms [2022-04-01 00:39:59 main:574] : INFO : Epoch 1630 | loss: 0.0311232 | val_loss: 0.0311431 | Time: 4121.63 ms [2022-04-01 00:40:04 main:574] : INFO : Epoch 1631 | loss: 0.0311272 | val_loss: 0.0311466 | Time: 4188.56 ms [2022-04-01 00:40:08 main:574] : INFO : Epoch 1632 | loss: 0.0311255 | val_loss: 0.0311517 | Time: 4343.29 ms [2022-04-01 00:40:12 main:574] : INFO : Epoch 1633 | loss: 0.0311289 | val_loss: 0.0311453 | Time: 4277.49 ms [2022-04-01 00:40:16 main:574] : INFO : Epoch 1634 | loss: 0.031126 | val_loss: 0.0311401 | Time: 4235.22 ms [2022-04-01 00:40:21 main:574] : INFO : Epoch 1635 | loss: 0.0311218 | val_loss: 0.0311356 | Time: 4285.66 ms [2022-04-01 00:40:25 main:574] : INFO : Epoch 1636 | loss: 0.0311216 | val_loss: 0.0311422 | Time: 4085.92 ms [2022-04-01 00:40:29 main:574] : INFO : Epoch 1637 | loss: 0.0311224 | val_loss: 0.0311517 | Time: 4233.27 ms [2022-04-01 00:40:33 main:574] : INFO : Epoch 1638 | loss: 0.031131 | val_loss: 0.0311426 | Time: 4255.79 ms [2022-04-01 00:40:37 main:574] : INFO : Epoch 1639 | loss: 0.0311327 | val_loss: 0.0311443 | Time: 3924.73 ms [2022-04-01 00:40:41 main:574] : INFO : Epoch 1640 | loss: 0.0311299 | val_loss: 0.0311432 | Time: 3757.82 ms [2022-04-01 00:40:45 main:574] : INFO : Epoch 1641 | loss: 0.0311285 | val_loss: 0.0311428 | Time: 3719.8 ms [2022-04-01 00:40:49 main:574] : INFO : Epoch 1642 | loss: 0.031127 | val_loss: 0.0311417 | Time: 3995.16 ms [2022-04-01 00:40:53 main:574] : INFO : Epoch 1643 | loss: 0.0311263 | val_loss: 0.0311464 | Time: 3965.35 ms [2022-04-01 00:40:57 main:574] : INFO : Epoch 1644 | loss: 0.0311256 | val_loss: 0.0311391 | Time: 4166.27 ms [2022-04-01 00:41:01 main:574] : INFO : Epoch 1645 | loss: 0.0311252 | val_loss: 0.0311503 | Time: 4255.03 ms [2022-04-01 00:41:05 main:574] : INFO : Epoch 1646 | loss: 0.0311255 | val_loss: 0.0311363 | Time: 4121.16 ms [2022-04-01 00:41:10 main:574] : INFO : Epoch 1647 | loss: 0.031123 | val_loss: 0.0311413 | Time: 4620.66 ms [2022-04-01 00:41:14 main:574] : INFO : Epoch 1648 | loss: 0.0311306 | val_loss: 0.0311483 | Time: 3764.52 ms [2022-04-01 00:41:17 main:574] : INFO : Epoch 1649 | loss: 0.0311297 | val_loss: 0.0311411 | Time: 3732.46 ms [2022-04-01 00:41:21 main:574] : INFO : Epoch 1650 | loss: 0.0311304 | val_loss: 0.0311479 | Time: 3725.24 ms [2022-04-01 00:41:25 main:574] : INFO : Epoch 1651 | loss: 0.0311318 | val_loss: 0.031147 | Time: 3957.28 ms [2022-04-01 00:41:29 main:574] : INFO : Epoch 1652 | loss: 0.0311256 | val_loss: 0.0311382 | Time: 3983.27 ms [2022-04-01 00:41:34 main:574] : INFO : Epoch 1653 | loss: 0.0311244 | val_loss: 0.0311408 | Time: 4587.97 ms [2022-04-01 00:41:38 main:574] : INFO : Epoch 1654 | loss: 0.0311257 | val_loss: 0.031139 | Time: 4077.07 ms [2022-04-01 00:41:42 main:574] : INFO : Epoch 1655 | loss: 0.0311264 | val_loss: 0.0311401 | Time: 3926.73 ms [2022-04-01 00:41:46 main:574] : INFO : Epoch 1656 | loss: 0.0311257 | val_loss: 0.0311398 | Time: 3817.68 ms [2022-04-01 00:41:49 main:574] : INFO : Epoch 1657 | loss: 0.0311267 | val_loss: 0.0311416 | Time: 3886.94 ms [2022-04-01 00:41:54 main:574] : INFO : Epoch 1658 | loss: 0.0311281 | val_loss: 0.0311437 | Time: 4058.73 ms [2022-04-01 00:41:58 main:574] : INFO : Epoch 1659 | loss: 0.0311356 | val_loss: 0.0311618 | Time: 4655.43 ms [2022-04-01 00:42:02 main:574] : INFO : Epoch 1660 | loss: 0.0311387 | val_loss: 0.0311497 | Time: 4321.68 ms [2022-04-01 00:42:06 main:574] : INFO : Epoch 1661 | loss: 0.0311357 | val_loss: 0.0311445 | Time: 3920.59 ms [2022-04-01 00:42:10 main:574] : INFO : Epoch 1662 | loss: 0.0311328 | val_loss: 0.031142 | Time: 3831.12 ms [2022-04-01 00:42:14 main:574] : INFO : Epoch 1663 | loss: 0.031132 | val_loss: 0.0311403 | Time: 3925.11 ms [2022-04-01 00:42:18 main:574] : INFO : Epoch 1664 | loss: 0.0311286 | val_loss: 0.031146 | Time: 3899.95 ms [2022-04-01 00:42:22 main:574] : INFO : Epoch 1665 | loss: 0.0311314 | val_loss: 0.0311504 | Time: 4300.73 ms [2022-04-01 00:42:27 main:574] : INFO : Epoch 1666 | loss: 0.0311273 | val_loss: 0.0311489 | Time: 4501.89 ms [2022-04-01 00:42:31 main:574] : INFO : Epoch 1667 | loss: 0.0311261 | val_loss: 0.0311394 | Time: 3949.69 ms [2022-04-01 00:42:35 main:574] : INFO : Epoch 1668 | loss: 0.0311247 | val_loss: 0.0311455 | Time: 4160.03 ms [2022-04-01 00:42:40 main:574] : INFO : Epoch 1669 | loss: 0.0311247 | val_loss: 0.031141 | Time: 4684.97 ms [2022-04-01 00:42:43 main:574] : INFO : Epoch 1670 | loss: 0.0311261 | val_loss: 0.031142 | Time: 3763.42 ms [2022-04-01 00:42:48 main:574] : INFO : Epoch 1671 | loss: 0.0311251 | val_loss: 0.0311445 | Time: 4183.79 ms [2022-04-01 00:42:52 main:574] : INFO : Epoch 1672 | loss: 0.0311338 | val_loss: 0.031145 | Time: 4595.61 ms [2022-04-01 00:42:56 main:574] : INFO : Epoch 1673 | loss: 0.0311295 | val_loss: 0.0311448 | Time: 3843.89 ms [2022-04-01 00:43:00 main:574] : INFO : Epoch 1674 | loss: 0.0311244 | val_loss: 0.031141 | Time: 3914.9 ms [2022-04-01 00:43:04 main:574] : INFO : Epoch 1675 | loss: 0.0311257 | val_loss: 0.0311426 | Time: 4311.82 ms [2022-04-01 00:43:08 main:574] : INFO : Epoch 1676 | loss: 0.0311282 | val_loss: 0.0311431 | Time: 3875.65 ms [2022-04-01 00:43:12 main:574] : INFO : Epoch 1677 | loss: 0.0311254 | val_loss: 0.0311437 | Time: 3826.84 ms [2022-04-01 00:43:16 main:574] : INFO : Epoch 1678 | loss: 0.0311272 | val_loss: 0.0311428 | Time: 3796.97 ms [2022-04-01 00:43:20 main:574] : INFO : Epoch 1679 | loss: 0.0311243 | val_loss: 0.0311396 | Time: 3879.23 ms [2022-04-01 00:43:24 main:574] : INFO : Epoch 1680 | loss: 0.0311241 | val_loss: 0.0311466 | Time: 3822.85 ms [2022-04-01 00:43:28 main:574] : INFO : Epoch 1681 | loss: 0.0311268 | val_loss: 0.0311458 | Time: 4258.98 ms [2022-04-01 00:43:32 main:574] : INFO : Epoch 1682 | loss: 0.0311212 | val_loss: 0.0311444 | Time: 4085.53 ms [2022-04-01 00:43:36 main:574] : INFO : Epoch 1683 | loss: 0.031121 | val_loss: 0.0311525 | Time: 3948.77 ms [2022-04-01 00:43:40 main:574] : INFO : Epoch 1684 | loss: 0.031128 | val_loss: 0.0311408 | Time: 4179.23 ms [2022-04-01 00:43:44 main:574] : INFO : Epoch 1685 | loss: 0.0311206 | val_loss: 0.0311513 | Time: 4155.46 ms [2022-04-01 00:43:48 main:574] : INFO : Epoch 1686 | loss: 0.0311243 | val_loss: 0.0311438 | Time: 3896.77 ms [2022-04-01 00:43:52 main:574] : INFO : Epoch 1687 | loss: 0.0311229 | val_loss: 0.0311425 | Time: 4268.78 ms [2022-04-01 00:43:57 main:574] : INFO : Epoch 1688 | loss: 0.0311249 | val_loss: 0.0311486 | Time: 4301.58 ms [2022-04-01 00:44:01 main:574] : INFO : Epoch 1689 | loss: 0.0311244 | val_loss: 0.0311441 | Time: 3873.68 ms [2022-04-01 00:44:05 main:574] : INFO : Epoch 1690 | loss: 0.0311281 | val_loss: 0.0311426 | Time: 4049.15 ms [2022-04-01 00:44:09 main:574] : INFO : Epoch 1691 | loss: 0.0311266 | val_loss: 0.0311452 | Time: 4436.44 ms [2022-04-01 00:44:13 main:574] : INFO : Epoch 1692 | loss: 0.0311273 | val_loss: 0.0311489 | Time: 4140.36 ms [2022-04-01 00:44:17 main:574] : INFO : Epoch 1693 | loss: 0.0311293 | val_loss: 0.0311398 | Time: 4183.79 ms [2022-04-01 00:44:22 main:574] : INFO : Epoch 1694 | loss: 0.0311252 | val_loss: 0.0311415 | Time: 4277.26 ms [2022-04-01 00:44:25 main:574] : INFO : Epoch 1695 | loss: 0.0311273 | val_loss: 0.0311441 | Time: 3778.76 ms [2022-04-01 00:44:29 main:574] : INFO : Epoch 1696 | loss: 0.0311246 | val_loss: 0.0311416 | Time: 3990.13 ms [2022-04-01 00:44:34 main:574] : INFO : Epoch 1697 | loss: 0.0311232 | val_loss: 0.0311422 | Time: 4624.67 ms [2022-04-01 00:44:38 main:574] : INFO : Epoch 1698 | loss: 0.0311257 | val_loss: 0.0311388 | Time: 4263.17 ms [2022-04-01 00:44:43 main:574] : INFO : Epoch 1699 | loss: 0.0311237 | val_loss: 0.0311356 | Time: 4257.84 ms [2022-04-01 00:44:47 main:574] : INFO : Epoch 1700 | loss: 0.0311224 | val_loss: 0.0311326 | Time: 4155.16 ms [2022-04-01 00:44:51 main:574] : INFO : Epoch 1701 | loss: 0.0311233 | val_loss: 0.0311394 | Time: 4099.31 ms [2022-04-01 00:44:55 main:574] : INFO : Epoch 1702 | loss: 0.0311277 | val_loss: 0.0311369 | Time: 3745.31 ms [2022-04-01 00:44:58 main:574] : INFO : Epoch 1703 | loss: 0.0311282 | val_loss: 0.0311416 | Time: 3841.37 ms [2022-04-01 00:45:02 main:574] : INFO : Epoch 1704 | loss: 0.0311222 | val_loss: 0.0311373 | Time: 3757.15 ms [2022-04-01 00:45:06 main:574] : INFO : Epoch 1705 | loss: 0.031126 | val_loss: 0.0311451 | Time: 4079.58 ms [2022-04-01 00:45:11 main:574] : INFO : Epoch 1706 | loss: 0.0311251 | val_loss: 0.0311392 | Time: 4253.07 ms [2022-04-01 00:45:15 main:574] : INFO : Epoch 1707 | loss: 0.0311209 | val_loss: 0.0311379 | Time: 4377.86 ms [2022-04-01 00:45:19 main:574] : INFO : Epoch 1708 | loss: 0.0311206 | val_loss: 0.0311381 | Time: 4374.28 ms [2022-04-01 00:45:24 main:574] : INFO : Epoch 1709 | loss: 0.0311232 | val_loss: 0.0311423 | Time: 4468.28 ms [2022-04-01 00:45:28 main:574] : INFO : Epoch 1710 | loss: 0.0311216 | val_loss: 0.0311435 | Time: 4019.46 ms [2022-04-01 00:45:32 main:574] : INFO : Epoch 1711 | loss: 0.0311207 | val_loss: 0.0311388 | Time: 4117.96 ms [2022-04-01 00:45:37 main:574] : INFO : Epoch 1712 | loss: 0.0311242 | val_loss: 0.0311519 | Time: 4618.32 ms [2022-04-01 00:45:41 main:574] : INFO : Epoch 1713 | loss: 0.0311248 | val_loss: 0.0311382 | Time: 4131.75 ms [2022-04-01 00:45:44 main:574] : INFO : Epoch 1714 | loss: 0.0311228 | val_loss: 0.0311392 | Time: 3768.03 ms [2022-04-01 00:45:48 main:574] : INFO : Epoch 1715 | loss: 0.0311188 | val_loss: 0.0311352 | Time: 3805.68 ms [2022-04-01 00:45:52 main:574] : INFO : Epoch 1716 | loss: 0.0311203 | val_loss: 0.0311386 | Time: 4092.95 ms [2022-04-01 00:45:56 main:574] : INFO : Epoch 1717 | loss: 0.0311191 | val_loss: 0.0311347 | Time: 3945.12 ms [2022-04-01 00:46:01 main:574] : INFO : Epoch 1718 | loss: 0.0311229 | val_loss: 0.0311435 | Time: 4837.39 ms [2022-04-01 00:46:05 main:574] : INFO : Epoch 1719 | loss: 0.0311219 | val_loss: 0.0311379 | Time: 4133.58 ms [2022-04-01 00:46:09 main:574] : INFO : Epoch 1720 | loss: 0.0311197 | val_loss: 0.0311386 | Time: 3783.35 ms [2022-04-01 00:46:13 main:574] : INFO : Epoch 1721 | loss: 0.0311205 | val_loss: 0.0311384 | Time: 3785 ms [2022-04-01 00:46:17 main:574] : INFO : Epoch 1722 | loss: 0.0311226 | val_loss: 0.0311549 | Time: 4191.19 ms [2022-04-01 00:46:21 main:574] : INFO : Epoch 1723 | loss: 0.0311257 | val_loss: 0.0311371 | Time: 3817.45 ms [2022-04-01 00:46:25 main:574] : INFO : Epoch 1724 | loss: 0.0311229 | val_loss: 0.0311457 | Time: 4455.01 ms [2022-04-01 00:46:30 main:574] : INFO : Epoch 1725 | loss: 0.0311208 | val_loss: 0.0311398 | Time: 4442.67 ms [2022-04-01 00:46:34 main:574] : INFO : Epoch 1726 | loss: 0.0311188 | val_loss: 0.0311409 | Time: 3785.58 ms [2022-04-01 00:46:38 main:574] : INFO : Epoch 1727 | loss: 0.0311203 | val_loss: 0.0311416 | Time: 4047.29 ms [2022-04-01 00:46:42 main:574] : INFO : Epoch 1728 | loss: 0.031134 | val_loss: 0.0311656 | Time: 3829.2 ms [2022-04-01 00:46:46 main:574] : INFO : Epoch 1729 | loss: 0.0311342 | val_loss: 0.0311422 | Time: 4070.34 ms [2022-04-01 00:46:50 main:574] : INFO : Epoch 1730 | loss: 0.0311265 | val_loss: 0.0311458 | Time: 4435.05 ms [2022-04-01 00:46:55 main:574] : INFO : Epoch 1731 | loss: 0.0311289 | val_loss: 0.0311404 | Time: 4551.51 ms [2022-04-01 00:46:59 main:574] : INFO : Epoch 1732 | loss: 0.0311334 | val_loss: 0.0311473 | Time: 4072.23 ms [2022-04-01 00:47:03 main:574] : INFO : Epoch 1733 | loss: 0.0311485 | val_loss: 0.0311492 | Time: 3948.44 ms [2022-04-01 00:47:06 main:574] : INFO : Epoch 1734 | loss: 0.0311452 | val_loss: 0.0311526 | Time: 3847.51 ms [2022-04-01 00:47:11 main:574] : INFO : Epoch 1735 | loss: 0.0311417 | val_loss: 0.0311465 | Time: 4061.16 ms [2022-04-01 00:47:15 main:574] : INFO : Epoch 1736 | loss: 0.0311429 | val_loss: 0.0311508 | Time: 4484.58 ms [2022-04-01 00:47:19 main:574] : INFO : Epoch 1737 | loss: 0.0311448 | val_loss: 0.0311542 | Time: 4396.59 ms [2022-04-01 00:47:23 main:574] : INFO : Epoch 1738 | loss: 0.0311439 | val_loss: 0.0311474 | Time: 3987.53 ms [2022-04-01 00:47:27 main:574] : INFO : Epoch 1739 | loss: 0.0311454 | val_loss: 0.0311529 | Time: 3976.3 ms [2022-04-01 00:47:31 main:574] : INFO : Epoch 1740 | loss: 0.0311495 | val_loss: 0.0311529 | Time: 3937.34 ms [2022-04-01 00:47:36 main:574] : INFO : Epoch 1741 | loss: 0.0311505 | val_loss: 0.0311476 | Time: 4534.06 ms [2022-04-01 00:47:40 main:574] : INFO : Epoch 1742 | loss: 0.0311422 | val_loss: 0.0311501 | Time: 4514.22 ms [2022-04-01 00:47:44 main:574] : INFO : Epoch 1743 | loss: 0.0311449 | val_loss: 0.0311504 | Time: 3875.16 ms [2022-04-01 00:47:48 main:574] : INFO : Epoch 1744 | loss: 0.031142 | val_loss: 0.0311451 | Time: 4008.33 ms [2022-04-01 00:47:52 main:574] : INFO : Epoch 1745 | loss: 0.0311388 | val_loss: 0.0311474 | Time: 4032.01 ms [2022-04-01 00:47:56 main:574] : INFO : Epoch 1746 | loss: 0.0311385 | val_loss: 0.0311427 | Time: 3847.76 ms [2022-04-01 00:48:00 main:574] : INFO : Epoch 1747 | loss: 0.0311371 | val_loss: 0.0311431 | Time: 4245.41 ms [2022-04-01 00:48:05 main:574] : INFO : Epoch 1748 | loss: 0.0311361 | val_loss: 0.0311547 | Time: 4474.14 ms [2022-04-01 00:48:09 main:574] : INFO : Epoch 1749 | loss: 0.0311388 | val_loss: 0.0311482 | Time: 4234.43 ms [2022-04-01 00:48:13 main:574] : INFO : Epoch 1750 | loss: 0.0311376 | val_loss: 0.0311457 | Time: 3844.07 ms [2022-04-01 00:48:17 main:574] : INFO : Epoch 1751 | loss: 0.0311381 | val_loss: 0.0311561 | Time: 4112.06 ms [2022-04-01 00:48:21 main:574] : INFO : Epoch 1752 | loss: 0.0311369 | val_loss: 0.0311509 | Time: 3780.19 ms [2022-04-01 00:48:25 main:574] : INFO : Epoch 1753 | loss: 0.0311344 | val_loss: 0.0311453 | Time: 4228.38 ms [2022-04-01 00:48:29 main:574] : INFO : Epoch 1754 | loss: 0.0311364 | val_loss: 0.0311437 | Time: 4314.1 ms [2022-04-01 00:48:34 main:574] : INFO : Epoch 1755 | loss: 0.0311354 | val_loss: 0.0311425 | Time: 4313.8 ms [2022-04-01 00:48:38 main:574] : INFO : Epoch 1756 | loss: 0.0311346 | val_loss: 0.0311505 | Time: 3964.41 ms [2022-04-01 00:48:42 main:574] : INFO : Epoch 1757 | loss: 0.0311344 | val_loss: 0.0311451 | Time: 4188.89 ms [2022-04-01 00:48:46 main:574] : INFO : Epoch 1758 | loss: 0.0311321 | val_loss: 0.0311434 | Time: 3757.8 ms [2022-04-01 00:48:49 main:574] : INFO : Epoch 1759 | loss: 0.0311318 | val_loss: 0.0311458 | Time: 3804.2 ms [2022-04-01 00:48:54 main:574] : INFO : Epoch 1760 | loss: 0.0311316 | val_loss: 0.0311464 | Time: 4247.35 ms [2022-04-01 00:48:58 main:574] : INFO : Epoch 1761 | loss: 0.0311328 | val_loss: 0.0311456 | Time: 4742.21 ms [2022-04-01 00:49:03 main:574] : INFO : Epoch 1762 | loss: 0.0311335 | val_loss: 0.031147 | Time: 4251.88 ms [2022-04-01 00:49:07 main:574] : INFO : Epoch 1763 | loss: 0.0311298 | val_loss: 0.0311444 | Time: 4170.55 ms [2022-04-01 00:49:11 main:574] : INFO : Epoch 1764 | loss: 0.0311307 | val_loss: 0.0311443 | Time: 3778.43 ms [2022-04-01 00:49:15 main:574] : INFO : Epoch 1765 | loss: 0.0311312 | val_loss: 0.0311458 | Time: 3824 ms [2022-04-01 00:49:19 main:574] : INFO : Epoch 1766 | loss: 0.0311311 | val_loss: 0.0311426 | Time: 4071.6 ms [2022-04-01 00:49:23 main:574] : INFO : Epoch 1767 | loss: 0.0311336 | val_loss: 0.0311462 | Time: 4886.15 ms [2022-04-01 00:49:28 main:574] : INFO : Epoch 1768 | loss: 0.0311353 | val_loss: 0.0311437 | Time: 4265.8 ms [2022-04-01 00:49:32 main:574] : INFO : Epoch 1769 | loss: 0.0311368 | val_loss: 0.0311484 | Time: 4134.22 ms [2022-04-01 00:49:36 main:574] : INFO : Epoch 1770 | loss: 0.0311325 | val_loss: 0.0311405 | Time: 3786.92 ms [2022-04-01 00:49:40 main:574] : INFO : Epoch 1771 | loss: 0.0311315 | val_loss: 0.031141 | Time: 3869.24 ms [2022-04-01 00:49:44 main:574] : INFO : Epoch 1772 | loss: 0.0311348 | val_loss: 0.0311476 | Time: 4059.37 ms [2022-04-01 00:49:48 main:574] : INFO : Epoch 1773 | loss: 0.0311334 | val_loss: 0.0311393 | Time: 4545.07 ms [2022-04-01 00:49:52 main:574] : INFO : Epoch 1774 | loss: 0.0311363 | val_loss: 0.0311417 | Time: 4234.01 ms [2022-04-01 00:49:57 main:574] : INFO : Epoch 1775 | loss: 0.0311366 | val_loss: 0.0311434 | Time: 4210.53 ms [2022-04-01 00:50:01 main:574] : INFO : Epoch 1776 | loss: 0.0311336 | val_loss: 0.0311396 | Time: 4716.43 ms [2022-04-01 00:50:05 main:574] : INFO : Epoch 1777 | loss: 0.0311302 | val_loss: 0.0311402 | Time: 3923.1 ms [2022-04-01 00:50:09 main:574] : INFO : Epoch 1778 | loss: 0.0311299 | val_loss: 0.0311381 | Time: 3763.93 ms [2022-04-01 00:50:13 main:574] : INFO : Epoch 1779 | loss: 0.0311279 | val_loss: 0.0311431 | Time: 4279.48 ms [2022-04-01 00:50:18 main:574] : INFO : Epoch 1780 | loss: 0.0311343 | val_loss: 0.0311428 | Time: 4336.15 ms [2022-04-01 00:50:22 main:574] : INFO : Epoch 1781 | loss: 0.0311276 | val_loss: 0.0311412 | Time: 4154 ms [2022-04-01 00:50:27 main:574] : INFO : Epoch 1782 | loss: 0.0311285 | val_loss: 0.0311436 | Time: 4675.04 ms [2022-04-01 00:50:31 main:574] : INFO : Epoch 1783 | loss: 0.0311268 | val_loss: 0.0311481 | Time: 3968.84 ms [2022-04-01 00:50:35 main:574] : INFO : Epoch 1784 | loss: 0.0311291 | val_loss: 0.0311458 | Time: 4135.59 ms [2022-04-01 00:50:38 main:574] : INFO : Epoch 1785 | loss: 0.0311301 | val_loss: 0.0311589 | Time: 3760.07 ms [2022-04-01 00:50:42 main:574] : INFO : Epoch 1786 | loss: 0.0311325 | val_loss: 0.0311445 | Time: 3990.75 ms [2022-04-01 00:50:47 main:574] : INFO : Epoch 1787 | loss: 0.0311306 | val_loss: 0.031143 | Time: 4149.44 ms [2022-04-01 00:50:51 main:574] : INFO : Epoch 1788 | loss: 0.0311274 | val_loss: 0.0311421 | Time: 4538.98 ms [2022-04-01 00:50:55 main:574] : INFO : Epoch 1789 | loss: 0.0311274 | val_loss: 0.031141 | Time: 4007.86 ms [2022-04-01 00:50:59 main:574] : INFO : Epoch 1790 | loss: 0.0311265 | val_loss: 0.0311418 | Time: 4214.75 ms [2022-04-01 00:51:03 main:574] : INFO : Epoch 1791 | loss: 0.0311274 | val_loss: 0.0311419 | Time: 3800.54 ms [2022-04-01 00:51:07 main:574] : INFO : Epoch 1792 | loss: 0.0311259 | val_loss: 0.0311429 | Time: 3958.66 ms [2022-04-01 00:51:11 main:574] : INFO : Epoch 1793 | loss: 0.0311345 | val_loss: 0.0311596 | Time: 4235.22 ms [2022-04-01 00:51:16 main:574] : INFO : Epoch 1794 | loss: 0.0311624 | val_loss: 0.0311599 | Time: 4727.58 ms [2022-04-01 00:51:20 main:574] : INFO : Epoch 1795 | loss: 0.0311613 | val_loss: 0.0311564 | Time: 4173.05 ms [2022-04-01 00:51:24 main:574] : INFO : Epoch 1796 | loss: 0.0311592 | val_loss: 0.031157 | Time: 4207.29 ms [2022-04-01 00:51:28 main:574] : INFO : Epoch 1797 | loss: 0.031155 | val_loss: 0.0311536 | Time: 3770.97 ms [2022-04-01 00:51:32 main:574] : INFO : Epoch 1798 | loss: 0.0311523 | val_loss: 0.031159 | Time: 3785.81 ms [2022-04-01 00:51:36 main:574] : INFO : Epoch 1799 | loss: 0.0311518 | val_loss: 0.0311578 | Time: 4199.57 ms [2022-04-01 00:51:41 main:574] : INFO : Epoch 1800 | loss: 0.0311454 | val_loss: 0.0311546 | Time: 4611.36 ms [2022-04-01 00:51:45 main:574] : INFO : Epoch 1801 | loss: 0.0311477 | val_loss: 0.0311508 | Time: 4276.33 ms [2022-04-01 00:51:49 main:574] : INFO : Epoch 1802 | loss: 0.0311443 | val_loss: 0.031153 | Time: 4122.81 ms [2022-04-01 00:51:53 main:574] : INFO : Epoch 1803 | loss: 0.0311447 | val_loss: 0.031156 | Time: 3884.95 ms [2022-04-01 00:51:57 main:574] : INFO : Epoch 1804 | loss: 0.031146 | val_loss: 0.0311525 | Time: 3776.8 ms [2022-04-01 00:52:01 main:574] : INFO : Epoch 1805 | loss: 0.0311467 | val_loss: 0.0311618 | Time: 4151.11 ms [2022-04-01 00:52:05 main:574] : INFO : Epoch 1806 | loss: 0.0311429 | val_loss: 0.0311491 | Time: 4149.45 ms [2022-04-01 00:52:10 main:574] : INFO : Epoch 1807 | loss: 0.0311406 | val_loss: 0.0311513 | Time: 4405.99 ms [2022-04-01 00:52:13 main:574] : INFO : Epoch 1808 | loss: 0.0311414 | val_loss: 0.0311491 | Time: 3795.94 ms [2022-04-01 00:52:17 main:574] : INFO : Epoch 1809 | loss: 0.0311376 | val_loss: 0.0311458 | Time: 4018.57 ms [2022-04-01 00:52:21 main:574] : INFO : Epoch 1810 | loss: 0.0311372 | val_loss: 0.0311496 | Time: 3745.68 ms [2022-04-01 00:52:25 main:574] : INFO : Epoch 1811 | loss: 0.0311404 | val_loss: 0.0311497 | Time: 4170.13 ms [2022-04-01 00:52:30 main:574] : INFO : Epoch 1812 | loss: 0.0311359 | val_loss: 0.0311471 | Time: 4482.52 ms [2022-04-01 00:52:34 main:574] : INFO : Epoch 1813 | loss: 0.0311342 | val_loss: 0.0311453 | Time: 4518.42 ms [2022-04-01 00:52:38 main:574] : INFO : Epoch 1814 | loss: 0.0311343 | val_loss: 0.0311454 | Time: 3877.09 ms [2022-04-01 00:52:42 main:574] : INFO : Epoch 1815 | loss: 0.031137 | val_loss: 0.031149 | Time: 3942.99 ms [2022-04-01 00:52:46 main:574] : INFO : Epoch 1816 | loss: 0.0311345 | val_loss: 0.031147 | Time: 3755.41 ms [2022-04-01 00:52:50 main:574] : INFO : Epoch 1817 | loss: 0.0311333 | val_loss: 0.0311527 | Time: 3980.55 ms [2022-04-01 00:52:54 main:574] : INFO : Epoch 1818 | loss: 0.0311349 | val_loss: 0.0311458 | Time: 4442.66 ms [2022-04-01 00:52:59 main:574] : INFO : Epoch 1819 | loss: 0.031133 | val_loss: 0.0311466 | Time: 4631.89 ms [2022-04-01 00:53:03 main:574] : INFO : Epoch 1820 | loss: 0.0311322 | val_loss: 0.0311468 | Time: 3970.4 ms [2022-04-01 00:53:07 main:574] : INFO : Epoch 1821 | loss: 0.0311414 | val_loss: 0.0311637 | Time: 4046.64 ms [2022-04-01 00:53:11 main:574] : INFO : Epoch 1822 | loss: 0.0311378 | val_loss: 0.0311495 | Time: 3877.99 ms [2022-04-01 00:53:15 main:574] : INFO : Epoch 1823 | loss: 0.0311322 | val_loss: 0.0311503 | Time: 3974.39 ms [2022-04-01 00:53:19 main:574] : INFO : Epoch 1824 | loss: 0.0311336 | val_loss: 0.0311453 | Time: 4195.72 ms [2022-04-01 00:53:24 main:574] : INFO : Epoch 1825 | loss: 0.0311306 | val_loss: 0.0311439 | Time: 4567.15 ms [2022-04-01 00:53:28 main:574] : INFO : Epoch 1826 | loss: 0.0311301 | val_loss: 0.0311455 | Time: 3994.85 ms [2022-04-01 00:53:32 main:574] : INFO : Epoch 1827 | loss: 0.0311329 | val_loss: 0.0311464 | Time: 4053.3 ms [2022-04-01 00:53:36 main:574] : INFO : Epoch 1828 | loss: 0.0311285 | val_loss: 0.0311446 | Time: 3727.47 ms [2022-04-01 00:53:39 main:574] : INFO : Epoch 1829 | loss: 0.0311296 | val_loss: 0.0311441 | Time: 3864.45 ms [2022-04-01 00:53:44 main:574] : INFO : Epoch 1830 | loss: 0.0311401 | val_loss: 0.0311507 | Time: 4300.49 ms [2022-04-01 00:53:48 main:574] : INFO : Epoch 1831 | loss: 0.0311392 | val_loss: 0.0311423 | Time: 4534.29 ms [2022-04-01 00:53:52 main:574] : INFO : Epoch 1832 | loss: 0.0311353 | val_loss: 0.0311505 | Time: 4175.3 ms [2022-04-01 00:53:57 main:574] : INFO : Epoch 1833 | loss: 0.0311355 | val_loss: 0.0311419 | Time: 4523.22 ms [2022-04-01 00:54:01 main:574] : INFO : Epoch 1834 | loss: 0.0311336 | val_loss: 0.0311419 | Time: 4333.72 ms [2022-04-01 00:54:05 main:574] : INFO : Epoch 1835 | loss: 0.0311332 | val_loss: 0.0311417 | Time: 3846.85 ms [2022-04-01 00:54:09 main:574] : INFO : Epoch 1836 | loss: 0.0311333 | val_loss: 0.0311411 | Time: 3872.32 ms [2022-04-01 00:54:13 main:574] : INFO : Epoch 1837 | loss: 0.0311322 | val_loss: 0.0311412 | Time: 4412.37 ms [2022-04-01 00:54:18 main:574] : INFO : Epoch 1838 | loss: 0.0311335 | val_loss: 0.031142 | Time: 4212.61 ms [2022-04-01 00:54:22 main:574] : INFO : Epoch 1839 | loss: 0.0311319 | val_loss: 0.0311427 | Time: 4002.06 ms [2022-04-01 00:54:26 main:574] : INFO : Epoch 1840 | loss: 0.0311339 | val_loss: 0.031147 | Time: 4243.14 ms [2022-04-01 00:54:30 main:574] : INFO : Epoch 1841 | loss: 0.0311369 | val_loss: 0.0311405 | Time: 3905.81 ms [2022-04-01 00:54:34 main:574] : INFO : Epoch 1842 | loss: 0.0311327 | val_loss: 0.0311422 | Time: 3900.74 ms [2022-04-01 00:54:38 main:574] : INFO : Epoch 1843 | loss: 0.0311321 | val_loss: 0.0311409 | Time: 4302.61 ms [2022-04-01 00:54:42 main:574] : INFO : Epoch 1844 | loss: 0.0311313 | val_loss: 0.0311414 | Time: 4367.63 ms [2022-04-01 00:54:47 main:574] : INFO : Epoch 1845 | loss: 0.0311319 | val_loss: 0.0311429 | Time: 4495.42 ms [2022-04-01 00:54:51 main:574] : INFO : Epoch 1846 | loss: 0.0311324 | val_loss: 0.0311415 | Time: 4554.79 ms [2022-04-01 00:54:56 main:574] : INFO : Epoch 1847 | loss: 0.0311352 | val_loss: 0.0311571 | Time: 4060.55 ms [2022-04-01 00:55:00 main:574] : INFO : Epoch 1848 | loss: 0.0311334 | val_loss: 0.0311434 | Time: 4043.38 ms [2022-04-01 00:55:03 main:574] : INFO : Epoch 1849 | loss: 0.0311327 | val_loss: 0.0311443 | Time: 3756.28 ms [2022-04-01 00:55:07 main:574] : INFO : Epoch 1850 | loss: 0.0311333 | val_loss: 0.0311503 | Time: 4032.97 ms [2022-04-01 00:55:11 main:574] : INFO : Epoch 1851 | loss: 0.0311324 | val_loss: 0.0311442 | Time: 4061.43 ms [2022-04-01 00:55:16 main:574] : INFO : Epoch 1852 | loss: 0.0311326 | val_loss: 0.031149 | Time: 4903.27 ms [2022-04-01 00:55:21 main:574] : INFO : Epoch 1853 | loss: 0.0311305 | val_loss: 0.0311424 | Time: 4178.44 ms [2022-04-01 00:55:25 main:574] : INFO : Epoch 1854 | loss: 0.0311303 | val_loss: 0.0311442 | Time: 4112.8 ms [2022-04-01 00:55:28 main:574] : INFO : Epoch 1855 | loss: 0.0311278 | val_loss: 0.0311431 | Time: 3763.41 ms [2022-04-01 00:55:32 main:574] : INFO : Epoch 1856 | loss: 0.0311302 | val_loss: 0.0311464 | Time: 3822.56 ms [2022-04-01 00:55:37 main:574] : INFO : Epoch 1857 | loss: 0.0311314 | val_loss: 0.0311471 | Time: 4285.45 ms [2022-04-01 00:55:41 main:574] : INFO : Epoch 1858 | loss: 0.0311334 | val_loss: 0.0311494 | Time: 4700.02 ms [2022-04-01 00:55:45 main:574] : INFO : Epoch 1859 | loss: 0.0311312 | val_loss: 0.0311468 | Time: 4160.54 ms [2022-04-01 00:55:49 main:574] : INFO : Epoch 1860 | loss: 0.0311338 | val_loss: 0.0311437 | Time: 3786.12 ms [2022-04-01 00:55:53 main:574] : INFO : Epoch 1861 | loss: 0.0311299 | val_loss: 0.0311438 | Time: 3821.77 ms [2022-04-01 00:55:57 main:574] : INFO : Epoch 1862 | loss: 0.0311284 | val_loss: 0.0311444 | Time: 3817.23 ms [2022-04-01 00:56:01 main:574] : INFO : Epoch 1863 | loss: 0.0311279 | val_loss: 0.0311444 | Time: 3999.63 ms [2022-04-01 00:56:05 main:574] : INFO : Epoch 1864 | loss: 0.0311296 | val_loss: 0.0311437 | Time: 4456.25 ms [2022-04-01 00:56:10 main:574] : INFO : Epoch 1865 | loss: 0.0311298 | val_loss: 0.0311466 | Time: 4558.92 ms [2022-04-01 00:56:14 main:574] : INFO : Epoch 1866 | loss: 0.0311312 | val_loss: 0.0311422 | Time: 3969.12 ms [2022-04-01 00:56:18 main:574] : INFO : Epoch 1867 | loss: 0.0311277 | val_loss: 0.0311454 | Time: 3835.41 ms [2022-04-01 00:56:21 main:574] : INFO : Epoch 1868 | loss: 0.0311289 | val_loss: 0.0311443 | Time: 3772.22 ms [2022-04-01 00:56:25 main:574] : INFO : Epoch 1869 | loss: 0.0311286 | val_loss: 0.0311454 | Time: 3909.3 ms [2022-04-01 00:56:30 main:574] : INFO : Epoch 1870 | loss: 0.0311271 | val_loss: 0.0311426 | Time: 4456.28 ms [2022-04-01 00:56:35 main:574] : INFO : Epoch 1871 | loss: 0.0311315 | val_loss: 0.0311467 | Time: 4718.93 ms [2022-04-01 00:56:39 main:574] : INFO : Epoch 1872 | loss: 0.0311306 | val_loss: 0.0311443 | Time: 4069.29 ms [2022-04-01 00:56:42 main:574] : INFO : Epoch 1873 | loss: 0.0311268 | val_loss: 0.0311438 | Time: 3848.67 ms [2022-04-01 00:56:46 main:574] : INFO : Epoch 1874 | loss: 0.0311279 | val_loss: 0.031142 | Time: 3836.04 ms [2022-04-01 00:56:50 main:574] : INFO : Epoch 1875 | loss: 0.0311253 | val_loss: 0.0311446 | Time: 3918.87 ms [2022-04-01 00:56:55 main:574] : INFO : Epoch 1876 | loss: 0.0311252 | val_loss: 0.0311444 | Time: 4427.69 ms [2022-04-01 00:56:59 main:574] : INFO : Epoch 1877 | loss: 0.0311255 | val_loss: 0.0311446 | Time: 4716.53 ms [2022-04-01 00:57:03 main:574] : INFO : Epoch 1878 | loss: 0.031125 | val_loss: 0.0311419 | Time: 3962.83 ms [2022-04-01 00:57:07 main:574] : INFO : Epoch 1879 | loss: 0.031124 | val_loss: 0.0311504 | Time: 3889.14 ms [2022-04-01 00:57:11 main:574] : INFO : Epoch 1880 | loss: 0.0311268 | val_loss: 0.0311484 | Time: 3815.86 ms [2022-04-01 00:57:15 main:574] : INFO : Epoch 1881 | loss: 0.0311265 | val_loss: 0.0311429 | Time: 3862.3 ms [2022-04-01 00:57:19 main:574] : INFO : Epoch 1882 | loss: 0.0311233 | val_loss: 0.0311439 | Time: 3946.92 ms [2022-04-01 00:57:23 main:574] : INFO : Epoch 1883 | loss: 0.0311306 | val_loss: 0.0312492 | Time: 4023.14 ms [2022-04-01 00:57:28 main:574] : INFO : Epoch 1884 | loss: 0.0311792 | val_loss: 0.0311767 | Time: 4636.97 ms [2022-04-01 00:57:32 main:574] : INFO : Epoch 1885 | loss: 0.031182 | val_loss: 0.0311742 | Time: 4356.3 ms [2022-04-01 00:57:36 main:574] : INFO : Epoch 1886 | loss: 0.0311744 | val_loss: 0.0311667 | Time: 4567.53 ms [2022-04-01 00:57:41 main:574] : INFO : Epoch 1887 | loss: 0.0311721 | val_loss: 0.0311734 | Time: 4178.83 ms [2022-04-01 00:57:44 main:574] : INFO : Epoch 1888 | loss: 0.031171 | val_loss: 0.031169 | Time: 3820.67 ms [2022-04-01 00:57:48 main:574] : INFO : Epoch 1889 | loss: 0.0311685 | val_loss: 0.0311631 | Time: 3849.03 ms [2022-04-01 00:57:52 main:574] : INFO : Epoch 1890 | loss: 0.0311667 | val_loss: 0.0311627 | Time: 3756.26 ms [2022-04-01 00:57:56 main:574] : INFO : Epoch 1891 | loss: 0.0311638 | val_loss: 0.0311601 | Time: 4057.15 ms [2022-04-01 00:58:01 main:574] : INFO : Epoch 1892 | loss: 0.0311611 | val_loss: 0.0311588 | Time: 4572.58 ms [2022-04-01 00:58:05 main:574] : INFO : Epoch 1893 | loss: 0.0311585 | val_loss: 0.0311624 | Time: 4418.22 ms [2022-04-01 00:58:09 main:574] : INFO : Epoch 1894 | loss: 0.0311554 | val_loss: 0.0311527 | Time: 4288.94 ms [2022-04-01 00:58:14 main:574] : INFO : Epoch 1895 | loss: 0.0311524 | val_loss: 0.0311528 | Time: 4526.37 ms [2022-04-01 00:58:18 main:574] : INFO : Epoch 1896 | loss: 0.0311537 | val_loss: 0.0311533 | Time: 4125.45 ms [2022-04-01 00:58:22 main:574] : INFO : Epoch 1897 | loss: 0.0311507 | val_loss: 0.031153 | Time: 3852.93 ms [2022-04-01 00:58:26 main:574] : INFO : Epoch 1898 | loss: 0.0311529 | val_loss: 0.0311506 | Time: 4033.28 ms [2022-04-01 00:58:30 main:574] : INFO : Epoch 1899 | loss: 0.0311524 | val_loss: 0.0311531 | Time: 4350.49 ms [2022-04-01 00:58:35 main:574] : INFO : Epoch 1900 | loss: 0.0311532 | val_loss: 0.0311495 | Time: 4366.32 ms [2022-04-01 00:58:39 main:574] : INFO : Epoch 1901 | loss: 0.031152 | val_loss: 0.0311494 | Time: 4446.62 ms [2022-04-01 00:58:43 main:574] : INFO : Epoch 1902 | loss: 0.0311529 | val_loss: 0.0311511 | Time: 4037.69 ms [2022-04-01 00:58:47 main:574] : INFO : Epoch 1903 | loss: 0.0311495 | val_loss: 0.0311501 | Time: 4157.38 ms [2022-04-01 00:58:51 main:574] : INFO : Epoch 1904 | loss: 0.0311499 | val_loss: 0.0311496 | Time: 3833.14 ms [2022-04-01 00:58:55 main:574] : INFO : Epoch 1905 | loss: 0.0311488 | val_loss: 0.0311507 | Time: 3804.41 ms [2022-04-01 00:58:59 main:574] : INFO : Epoch 1906 | loss: 0.0311484 | val_loss: 0.0311535 | Time: 4190.53 ms [2022-04-01 00:59:04 main:574] : INFO : Epoch 1907 | loss: 0.0311489 | val_loss: 0.0311491 | Time: 4594.75 ms [2022-04-01 00:59:08 main:574] : INFO : Epoch 1908 | loss: 0.0311491 | val_loss: 0.0311521 | Time: 4062.4 ms [2022-04-01 00:59:12 main:574] : INFO : Epoch 1909 | loss: 0.0311489 | val_loss: 0.0311509 | Time: 4125.71 ms [2022-04-01 00:59:16 main:574] : INFO : Epoch 1910 | loss: 0.0311486 | val_loss: 0.0311484 | Time: 3901.52 ms [2022-04-01 00:59:20 main:574] : INFO : Epoch 1911 | loss: 0.0311498 | val_loss: 0.0311527 | Time: 3758.97 ms [2022-04-01 00:59:24 main:574] : INFO : Epoch 1912 | loss: 0.0311489 | val_loss: 0.0311495 | Time: 4085.33 ms [2022-04-01 00:59:28 main:574] : INFO : Epoch 1913 | loss: 0.0311468 | val_loss: 0.0311468 | Time: 4174.86 ms [2022-04-01 00:59:32 main:574] : INFO : Epoch 1914 | loss: 0.0311449 | val_loss: 0.0311468 | Time: 4451.37 ms [2022-04-01 00:59:36 main:574] : INFO : Epoch 1915 | loss: 0.0311454 | val_loss: 0.0311509 | Time: 4100.89 ms [2022-04-01 00:59:41 main:574] : INFO : Epoch 1916 | loss: 0.0311433 | val_loss: 0.031149 | Time: 4058.34 ms [2022-04-01 00:59:44 main:574] : INFO : Epoch 1917 | loss: 0.0311435 | val_loss: 0.0311479 | Time: 3821.35 ms [2022-04-01 00:59:49 main:574] : INFO : Epoch 1918 | loss: 0.0311445 | val_loss: 0.0311524 | Time: 4198.23 ms [2022-04-01 00:59:53 main:574] : INFO : Epoch 1919 | loss: 0.0311494 | val_loss: 0.0311513 | Time: 4444.1 ms [2022-04-01 00:59:57 main:574] : INFO : Epoch 1920 | loss: 0.0311479 | val_loss: 0.0311572 | Time: 4379.68 ms [2022-04-01 01:00:01 main:574] : INFO : Epoch 1921 | loss: 0.0311455 | val_loss: 0.0311485 | Time: 4011 ms [2022-04-01 01:00:05 main:574] : INFO : Epoch 1922 | loss: 0.0311413 | val_loss: 0.0311481 | Time: 4076.32 ms [2022-04-01 01:00:09 main:574] : INFO : Epoch 1923 | loss: 0.0311423 | val_loss: 0.031149 | Time: 3837.98 ms [2022-04-01 01:00:13 main:574] : INFO : Epoch 1924 | loss: 0.0311443 | val_loss: 0.0311485 | Time: 4059.51 ms [2022-04-01 01:00:18 main:574] : INFO : Epoch 1925 | loss: 0.0311416 | val_loss: 0.0311469 | Time: 4254.84 ms [2022-04-01 01:00:22 main:574] : INFO : Epoch 1926 | loss: 0.0311433 | val_loss: 0.0311465 | Time: 4554.67 ms [2022-04-01 01:00:26 main:574] : INFO : Epoch 1927 | loss: 0.0311431 | val_loss: 0.0311489 | Time: 4124.9 ms [2022-04-01 01:00:30 main:574] : INFO : Epoch 1928 | loss: 0.0311473 | val_loss: 0.0311527 | Time: 4114.95 ms [2022-04-01 01:00:34 main:574] : INFO : Epoch 1929 | loss: 0.0311472 | val_loss: 0.0311469 | Time: 3817.46 ms [2022-04-01 01:00:38 main:574] : INFO : Epoch 1930 | loss: 0.0311443 | val_loss: 0.0311449 | Time: 3978.57 ms [2022-04-01 01:00:43 main:574] : INFO : Epoch 1931 | loss: 0.0311434 | val_loss: 0.031147 | Time: 4335.27 ms [2022-04-01 01:00:47 main:574] : INFO : Epoch 1932 | loss: 0.0311456 | val_loss: 0.0311453 | Time: 4659.78 ms [2022-04-01 01:00:52 main:574] : INFO : Epoch 1933 | loss: 0.0311485 | val_loss: 0.0311503 | Time: 4241.02 ms [2022-04-01 01:00:55 main:574] : INFO : Epoch 1934 | loss: 0.0311507 | val_loss: 0.0311551 | Time: 3780.4 ms [2022-04-01 01:00:59 main:574] : INFO : Epoch 1935 | loss: 0.0311455 | val_loss: 0.0311532 | Time: 4179.73 ms [2022-04-01 01:01:04 main:574] : INFO : Epoch 1936 | loss: 0.0311494 | val_loss: 0.0311489 | Time: 4500.99 ms [2022-04-01 01:01:08 main:574] : INFO : Epoch 1937 | loss: 0.031147 | val_loss: 0.0311479 | Time: 4377.38 ms [2022-04-01 01:01:13 main:574] : INFO : Epoch 1938 | loss: 0.0311468 | val_loss: 0.0311489 | Time: 4447.06 ms [2022-04-01 01:01:17 main:574] : INFO : Epoch 1939 | loss: 0.0311444 | val_loss: 0.0311532 | Time: 3994.83 ms [2022-04-01 01:01:21 main:574] : INFO : Epoch 1940 | loss: 0.0311455 | val_loss: 0.0311683 | Time: 4325.85 ms [2022-04-01 01:01:26 main:574] : INFO : Epoch 1941 | loss: 0.0311513 | val_loss: 0.0311567 | Time: 4476.81 ms [2022-04-01 01:01:29 main:574] : INFO : Epoch 1942 | loss: 0.0311478 | val_loss: 0.0311494 | Time: 3802.73 ms [2022-04-01 01:01:33 main:574] : INFO : Epoch 1943 | loss: 0.0311423 | val_loss: 0.0311458 | Time: 3904.85 ms [2022-04-01 01:01:38 main:574] : INFO : Epoch 1944 | loss: 0.0311429 | val_loss: 0.0311472 | Time: 4394.5 ms [2022-04-01 01:01:42 main:574] : INFO : Epoch 1945 | loss: 0.0311434 | val_loss: 0.0311539 | Time: 3998.56 ms [2022-04-01 01:01:46 main:574] : INFO : Epoch 1946 | loss: 0.0311457 | val_loss: 0.0311499 | Time: 4237.62 ms [2022-04-01 01:01:51 main:574] : INFO : Epoch 1947 | loss: 0.0311461 | val_loss: 0.0311546 | Time: 4659.9 ms [2022-04-01 01:01:55 main:574] : INFO : Epoch 1948 | loss: 0.0311433 | val_loss: 0.0311509 | Time: 4067.54 ms [2022-04-01 01:01:59 main:574] : INFO : Epoch 1949 | loss: 0.0311423 | val_loss: 0.0311483 | Time: 3991.39 ms [2022-04-01 01:02:03 main:574] : INFO : Epoch 1950 | loss: 0.0311396 | val_loss: 0.0311486 | Time: 3806.09 ms [2022-04-01 01:02:06 main:574] : INFO : Epoch 1951 | loss: 0.0311384 | val_loss: 0.0311501 | Time: 3875.51 ms [2022-04-01 01:02:11 main:574] : INFO : Epoch 1952 | loss: 0.0311392 | val_loss: 0.031147 | Time: 4115.3 ms [2022-04-01 01:02:15 main:574] : INFO : Epoch 1953 | loss: 0.031137 | val_loss: 0.0311466 | Time: 4819.93 ms [2022-04-01 01:02:19 main:574] : INFO : Epoch 1954 | loss: 0.0311368 | val_loss: 0.0311487 | Time: 3915.46 ms [2022-04-01 01:02:23 main:574] : INFO : Epoch 1955 | loss: 0.0311372 | val_loss: 0.0311466 | Time: 4119.43 ms [2022-04-01 01:02:27 main:574] : INFO : Epoch 1956 | loss: 0.0311373 | val_loss: 0.0311523 | Time: 3796.78 ms [2022-04-01 01:02:31 main:574] : INFO : Epoch 1957 | loss: 0.031142 | val_loss: 0.0311456 | Time: 4002.17 ms [2022-04-01 01:02:36 main:574] : INFO : Epoch 1958 | loss: 0.0311391 | val_loss: 0.0311452 | Time: 4332.02 ms [2022-04-01 01:02:40 main:574] : INFO : Epoch 1959 | loss: 0.0311368 | val_loss: 0.0311463 | Time: 4483.12 ms [2022-04-01 01:02:44 main:574] : INFO : Epoch 1960 | loss: 0.031137 | val_loss: 0.0311507 | Time: 3797.44 ms [2022-04-01 01:02:48 main:574] : INFO : Epoch 1961 | loss: 0.031138 | val_loss: 0.0311545 | Time: 4168.26 ms [2022-04-01 01:02:52 main:574] : INFO : Epoch 1962 | loss: 0.0311381 | val_loss: 0.0311545 | Time: 3795.78 ms [2022-04-01 01:02:56 main:574] : INFO : Epoch 1963 | loss: 0.0311359 | val_loss: 0.031145 | Time: 3985.99 ms [2022-04-01 01:03:00 main:574] : INFO : Epoch 1964 | loss: 0.0311356 | val_loss: 0.0311529 | Time: 4335.3 ms [2022-04-01 01:03:05 main:574] : INFO : Epoch 1965 | loss: 0.0311374 | val_loss: 0.0311492 | Time: 4586.98 ms [2022-04-01 01:03:09 main:574] : INFO : Epoch 1966 | loss: 0.0311351 | val_loss: 0.0311522 | Time: 3926.94 ms [2022-04-01 01:03:13 main:574] : INFO : Epoch 1967 | loss: 0.0311357 | val_loss: 0.0311508 | Time: 4216.92 ms [2022-04-01 01:03:17 main:574] : INFO : Epoch 1968 | loss: 0.0311389 | val_loss: 0.0311459 | Time: 4274.43 ms [2022-04-01 01:03:21 main:574] : INFO : Epoch 1969 | loss: 0.0311345 | val_loss: 0.0311452 | Time: 4002.72 ms [2022-04-01 01:03:25 main:574] : INFO : Epoch 1970 | loss: 0.0311345 | val_loss: 0.031146 | Time: 4331.89 ms [2022-04-01 01:03:30 main:574] : INFO : Epoch 1971 | loss: 0.0311372 | val_loss: 0.0311484 | Time: 4320.49 ms [2022-04-01 01:03:34 main:574] : INFO : Epoch 1972 | loss: 0.0311361 | val_loss: 0.0311576 | Time: 3841.07 ms [2022-04-01 01:03:38 main:574] : INFO : Epoch 1973 | loss: 0.0311386 | val_loss: 0.0311442 | Time: 4211.93 ms [2022-04-01 01:03:42 main:574] : INFO : Epoch 1974 | loss: 0.0311387 | val_loss: 0.031145 | Time: 4158.28 ms [2022-04-01 01:03:46 main:574] : INFO : Epoch 1975 | loss: 0.0311372 | val_loss: 0.0311444 | Time: 3978.56 ms [2022-04-01 01:03:50 main:574] : INFO : Epoch 1976 | loss: 0.0311347 | val_loss: 0.0311585 | Time: 4335.13 ms [2022-04-01 01:03:55 main:574] : INFO : Epoch 1977 | loss: 0.0311358 | val_loss: 0.0311447 | Time: 4424.89 ms [2022-04-01 01:03:59 main:574] : INFO : Epoch 1978 | loss: 0.0311318 | val_loss: 0.0311455 | Time: 3956.66 ms [2022-04-01 01:04:03 main:574] : INFO : Epoch 1979 | loss: 0.0311339 | val_loss: 0.0311426 | Time: 4021.05 ms [2022-04-01 01:04:07 main:574] : INFO : Epoch 1980 | loss: 0.0311329 | val_loss: 0.0311456 | Time: 3770.79 ms [2022-04-01 01:04:10 main:574] : INFO : Epoch 1981 | loss: 0.0311311 | val_loss: 0.0311423 | Time: 3834.49 ms [2022-04-01 01:04:15 main:574] : INFO : Epoch 1982 | loss: 0.031132 | val_loss: 0.031144 | Time: 4177.91 ms [2022-04-01 01:04:19 main:574] : INFO : Epoch 1983 | loss: 0.0311319 | val_loss: 0.0311454 | Time: 4660.65 ms [2022-04-01 01:04:23 main:574] : INFO : Epoch 1984 | loss: 0.0311308 | val_loss: 0.0311431 | Time: 4019.62 ms [2022-04-01 01:04:27 main:574] : INFO : Epoch 1985 | loss: 0.0311308 | val_loss: 0.0311432 | Time: 3990.88 ms [2022-04-01 01:04:31 main:574] : INFO : Epoch 1986 | loss: 0.0311326 | val_loss: 0.0311504 | Time: 4163.98 ms [2022-04-01 01:04:35 main:574] : INFO : Epoch 1987 | loss: 0.0311347 | val_loss: 0.0311422 | Time: 3929.66 ms [2022-04-01 01:04:40 main:574] : INFO : Epoch 1988 | loss: 0.0311356 | val_loss: 0.0311444 | Time: 4227.36 ms [2022-04-01 01:04:44 main:574] : INFO : Epoch 1989 | loss: 0.0311396 | val_loss: 0.031146 | Time: 4832.5 ms [2022-04-01 01:04:49 main:574] : INFO : Epoch 1990 | loss: 0.0311384 | val_loss: 0.0311507 | Time: 4167.39 ms [2022-04-01 01:04:53 main:574] : INFO : Epoch 1991 | loss: 0.031136 | val_loss: 0.031144 | Time: 4389.48 ms [2022-04-01 01:04:57 main:574] : INFO : Epoch 1992 | loss: 0.0311341 | val_loss: 0.0311478 | Time: 4215.29 ms [2022-04-01 01:05:01 main:574] : INFO : Epoch 1993 | loss: 0.0311432 | val_loss: 0.0311477 | Time: 4114.34 ms [2022-04-01 01:05:05 main:574] : INFO : Epoch 1994 | loss: 0.0311389 | val_loss: 0.0311473 | Time: 3818.95 ms [2022-04-01 01:05:09 main:574] : INFO : Epoch 1995 | loss: 0.0311328 | val_loss: 0.0311445 | Time: 3856.8 ms [2022-04-01 01:05:13 main:574] : INFO : Epoch 1996 | loss: 0.0311317 | val_loss: 0.0311479 | Time: 3846.34 ms [2022-04-01 01:05:17 main:574] : INFO : Epoch 1997 | loss: 0.0311325 | val_loss: 0.0311547 | Time: 4002.18 ms [2022-04-01 01:05:21 main:574] : INFO : Epoch 1998 | loss: 0.0311349 | val_loss: 0.0311466 | Time: 4607.29 ms [2022-04-01 01:05:26 main:574] : INFO : Epoch 1999 | loss: 0.0311317 | val_loss: 0.0311506 | Time: 4138.31 ms [2022-04-01 01:05:29 main:574] : INFO : Epoch 2000 | loss: 0.0311361 | val_loss: 0.0311517 | Time: 3817.58 ms [2022-04-01 01:05:33 main:574] : INFO : Epoch 2001 | loss: 0.0311339 | val_loss: 0.0311481 | Time: 3745.87 ms [2022-04-01 01:05:37 main:574] : INFO : Epoch 2002 | loss: 0.0311334 | val_loss: 0.0311502 | Time: 3974.74 ms [2022-04-01 01:05:41 main:574] : INFO : Epoch 2003 | loss: 0.0311332 | val_loss: 0.0311489 | Time: 4027.91 ms [2022-04-01 01:05:46 main:574] : INFO : Epoch 2004 | loss: 0.0311336 | val_loss: 0.0311461 | Time: 4407.47 ms [2022-04-01 01:05:50 main:574] : INFO : Epoch 2005 | loss: 0.0311287 | val_loss: 0.0311432 | Time: 4188.19 ms [2022-04-01 01:05:54 main:574] : INFO : Epoch 2006 | loss: 0.0311287 | val_loss: 0.0311437 | Time: 3756.59 ms [2022-04-01 01:05:57 main:574] : INFO : Epoch 2007 | loss: 0.0311292 | val_loss: 0.0311448 | Time: 3735.01 ms [2022-04-01 01:06:01 main:574] : INFO : Epoch 2008 | loss: 0.0311284 | val_loss: 0.0311409 | Time: 3866.74 ms [2022-04-01 01:06:05 main:574] : INFO : Epoch 2009 | loss: 0.0311307 | val_loss: 0.0311453 | Time: 4088.01 ms [2022-04-01 01:06:10 main:574] : INFO : Epoch 2010 | loss: 0.0311302 | val_loss: 0.0311417 | Time: 4378.09 ms [2022-04-01 01:06:14 main:574] : INFO : Epoch 2011 | loss: 0.0311283 | val_loss: 0.0311428 | Time: 4178.43 ms [2022-04-01 01:06:18 main:574] : INFO : Epoch 2012 | loss: 0.0311303 | val_loss: 0.0311426 | Time: 4023.22 ms [2022-04-01 01:06:22 main:574] : INFO : Epoch 2013 | loss: 0.0311289 | val_loss: 0.031146 | Time: 4308.21 ms [2022-04-01 01:06:26 main:574] : INFO : Epoch 2014 | loss: 0.0311281 | val_loss: 0.0311409 | Time: 4204.7 ms [2022-04-01 01:06:30 main:574] : INFO : Epoch 2015 | loss: 0.0311281 | val_loss: 0.0311447 | Time: 4009.04 ms [2022-04-01 01:06:35 main:574] : INFO : Epoch 2016 | loss: 0.0311304 | val_loss: 0.0311436 | Time: 4540.38 ms [2022-04-01 01:06:39 main:574] : INFO : Epoch 2017 | loss: 0.0311348 | val_loss: 0.0311535 | Time: 4104.87 ms [2022-04-01 01:06:43 main:574] : INFO : Epoch 2018 | loss: 0.031134 | val_loss: 0.0311421 | Time: 4101.27 ms [2022-04-01 01:06:47 main:574] : INFO : Epoch 2019 | loss: 0.031131 | val_loss: 0.0311437 | Time: 4176.8 ms [2022-04-01 01:06:52 main:574] : INFO : Epoch 2020 | loss: 0.0311282 | val_loss: 0.031147 | Time: 4245.68 ms [2022-04-01 01:06:55 main:574] : INFO : Epoch 2021 | loss: 0.031127 | val_loss: 0.0311485 | Time: 3941.9 ms [2022-04-01 01:07:00 main:574] : INFO : Epoch 2022 | loss: 0.0311277 | val_loss: 0.0311462 | Time: 4603.08 ms [2022-04-01 01:07:04 main:574] : INFO : Epoch 2023 | loss: 0.0311287 | val_loss: 0.0311433 | Time: 4296.34 ms [2022-04-01 01:07:08 main:574] : INFO : Epoch 2024 | loss: 0.0311291 | val_loss: 0.0311429 | Time: 3922.64 ms [2022-04-01 01:07:12 main:574] : INFO : Epoch 2025 | loss: 0.0311273 | val_loss: 0.0311431 | Time: 4074.04 ms [2022-04-01 01:07:17 main:574] : INFO : Epoch 2026 | loss: 0.0311275 | val_loss: 0.0311439 | Time: 4176.37 ms [2022-04-01 01:07:20 main:574] : INFO : Epoch 2027 | loss: 0.031127 | val_loss: 0.0311447 | Time: 3815.79 ms [2022-04-01 01:07:24 main:574] : INFO : Epoch 2028 | loss: 0.0311254 | val_loss: 0.0311479 | Time: 3788.79 ms [2022-04-01 01:07:28 main:574] : INFO : Epoch 2029 | loss: 0.0311266 | val_loss: 0.0311459 | Time: 4004.26 ms [2022-04-01 01:07:32 main:574] : INFO : Epoch 2030 | loss: 0.0311258 | val_loss: 0.031144 | Time: 3866.86 ms [2022-04-01 01:07:36 main:574] : INFO : Epoch 2031 | loss: 0.0311269 | val_loss: 0.0311469 | Time: 3946.29 ms [2022-04-01 01:07:40 main:574] : INFO : Epoch 2032 | loss: 0.0311298 | val_loss: 0.0311426 | Time: 4109.54 ms [2022-04-01 01:07:44 main:574] : INFO : Epoch 2033 | loss: 0.0311286 | val_loss: 0.0311502 | Time: 4072.86 ms [2022-04-01 01:07:48 main:574] : INFO : Epoch 2034 | loss: 0.0311297 | val_loss: 0.0311533 | Time: 3864.41 ms [2022-04-01 01:07:52 main:574] : INFO : Epoch 2035 | loss: 0.0311272 | val_loss: 0.0311541 | Time: 4403.18 ms [2022-04-01 01:07:57 main:574] : INFO : Epoch 2036 | loss: 0.0311321 | val_loss: 0.0311528 | Time: 4594.85 ms [2022-04-01 01:08:01 main:574] : INFO : Epoch 2037 | loss: 0.0311324 | val_loss: 0.0311482 | Time: 4089.03 ms [2022-04-01 01:08:05 main:574] : INFO : Epoch 2038 | loss: 0.0311483 | val_loss: 0.0311665 | Time: 3867.07 ms [2022-04-01 01:08:09 main:574] : INFO : Epoch 2039 | loss: 0.031148 | val_loss: 0.0311571 | Time: 4219.48 ms [2022-04-01 01:08:14 main:574] : INFO : Epoch 2040 | loss: 0.0311415 | val_loss: 0.0311566 | Time: 4244.25 ms [2022-04-01 01:08:17 main:574] : INFO : Epoch 2041 | loss: 0.0311393 | val_loss: 0.0311547 | Time: 3764.86 ms [2022-04-01 01:08:22 main:574] : INFO : Epoch 2042 | loss: 0.0311379 | val_loss: 0.0311465 | Time: 4269 ms [2022-04-01 01:08:26 main:574] : INFO : Epoch 2043 | loss: 0.0311298 | val_loss: 0.0311462 | Time: 4292.57 ms [2022-04-01 01:08:30 main:574] : INFO : Epoch 2044 | loss: 0.0311305 | val_loss: 0.0311473 | Time: 4094.62 ms [2022-04-01 01:08:34 main:574] : INFO : Epoch 2045 | loss: 0.0311291 | val_loss: 0.0311487 | Time: 4222.43 ms [2022-04-01 01:08:38 main:574] : INFO : Epoch 2046 | loss: 0.0311289 | val_loss: 0.0311496 | Time: 4202.09 ms [2022-04-01 01:08:42 main:574] : INFO : Epoch 2047 | loss: 0.0311315 | val_loss: 0.031146 | Time: 3790.93 ms [2022-04-01 01:08:46 main:574] : INFO : Epoch 2048 | loss: 0.0311309 | val_loss: 0.031143 | Time: 4106.91 ms [2022-04-01 01:08:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031143 [2022-04-01 01:08:46 main:603] : INFO : Saving end state to config to file [2022-04-01 01:08:46 main:608] : INFO : Success, exiting.. 01:08:46 (24480): 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)