Task 8714502
| Name | ParityModified-1636224239-14717-0_0 |
| Workunit | 6197933 |
| Created | 6 Nov 2021, 18:44:01 UTC |
| Sent | 10 Nov 2021, 18:47:27 UTC |
| Report deadline | 18 Nov 2021, 18:47:27 UTC |
| Received | 10 Nov 2021, 23:21:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8447 |
| Run time | 2 hours 4 min 37 sec |
| CPU time | 2 hours 2 min 42 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,982.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 15:47:37 main:574] : INFO : Epoch 1542 | loss: 0.0312448 | val_loss: 0.0312453 | Time: 3941.41 ms [2021-11-10 15:47:41 main:574] : INFO : Epoch 1543 | loss: 0.031243 | val_loss: 0.0312441 | Time: 3887.8 ms [2021-11-10 15:47:45 main:574] : INFO : Epoch 1544 | loss: 0.0312426 | val_loss: 0.0312419 | Time: 3883.84 ms [2021-11-10 15:47:49 main:574] : INFO : Epoch 1545 | loss: 0.0312438 | val_loss: 0.0312415 | Time: 3917.61 ms [2021-11-10 15:47:53 main:574] : INFO : Epoch 1546 | loss: 0.0312411 | val_loss: 0.031243 | Time: 4009.32 ms [2021-11-10 15:47:57 main:574] : INFO : Epoch 1547 | loss: 0.0312429 | val_loss: 0.0312414 | Time: 3956.73 ms [2021-11-10 15:48:00 main:574] : INFO : Epoch 1548 | loss: 0.0312423 | val_loss: 0.031241 | Time: 3831.87 ms [2021-11-10 15:48:04 main:574] : INFO : Epoch 1549 | loss: 0.0312413 | val_loss: 0.0312416 | Time: 3797.22 ms [2021-11-10 15:48:08 main:574] : INFO : Epoch 1550 | loss: 0.0312415 | val_loss: 0.031245 | Time: 3886.97 ms [2021-11-10 15:48:12 main:574] : INFO : Epoch 1551 | loss: 0.0312451 | val_loss: 0.0312417 | Time: 3899.94 ms [2021-11-10 15:48:16 main:574] : INFO : Epoch 1552 | loss: 0.0312408 | val_loss: 0.0312425 | Time: 3919.63 ms [2021-11-10 15:48:20 main:574] : INFO : Epoch 1553 | loss: 0.0312426 | val_loss: 0.0312412 | Time: 4022.55 ms [2021-11-10 15:48:24 main:574] : INFO : Epoch 1554 | loss: 0.0312411 | val_loss: 0.0312402 | Time: 3864.45 ms [2021-11-10 15:48:28 main:574] : INFO : Epoch 1555 | loss: 0.0312409 | val_loss: 0.0312415 | Time: 3976.74 ms [2021-11-10 15:48:32 main:574] : INFO : Epoch 1556 | loss: 0.0312436 | val_loss: 0.0312453 | Time: 3937.79 ms [2021-11-10 15:48:36 main:574] : INFO : Epoch 1557 | loss: 0.0312431 | val_loss: 0.0312415 | Time: 4044.66 ms [2021-11-10 15:48:40 main:574] : INFO : Epoch 1558 | loss: 0.031246 | val_loss: 0.0312453 | Time: 3881.64 ms [2021-11-10 15:48:44 main:574] : INFO : Epoch 1559 | loss: 0.0312491 | val_loss: 0.0312503 | Time: 3852.65 ms [2021-11-10 15:48:48 main:574] : INFO : Epoch 1560 | loss: 0.0312454 | val_loss: 0.0312464 | Time: 3869.24 ms [2021-11-10 15:48:51 main:574] : INFO : Epoch 1561 | loss: 0.0312427 | val_loss: 0.0312417 | Time: 3886.85 ms [2021-11-10 15:48:55 main:574] : INFO : Epoch 1562 | loss: 0.0312432 | val_loss: 0.0312415 | Time: 3901.2 ms [2021-11-10 15:48:59 main:574] : INFO : Epoch 1563 | loss: 0.0312413 | val_loss: 0.0312405 | Time: 3875.73 ms [2021-11-10 15:49:03 main:574] : INFO : Epoch 1564 | loss: 0.0312411 | val_loss: 0.0312398 | Time: 3804.98 ms [2021-11-10 15:49:07 main:574] : INFO : Epoch 1565 | loss: 0.0312414 | val_loss: 0.03124 | Time: 4012.15 ms [2021-11-10 15:49:11 main:574] : INFO : Epoch 1566 | loss: 0.0312421 | val_loss: 0.0312401 | Time: 3827.31 ms [2021-11-10 15:49:15 main:574] : INFO : Epoch 1567 | loss: 0.0312439 | val_loss: 0.0312422 | Time: 3937.54 ms [2021-11-10 15:49:19 main:574] : INFO : Epoch 1568 | loss: 0.0312415 | val_loss: 0.0312405 | Time: 4152.11 ms [2021-11-10 15:49:23 main:574] : INFO : Epoch 1569 | loss: 0.0312412 | val_loss: 0.0312424 | Time: 3927.81 ms [2021-11-10 15:49:27 main:574] : INFO : Epoch 1570 | loss: 0.0312407 | val_loss: 0.0312397 | Time: 3946.3 ms [2021-11-10 15:49:31 main:574] : INFO : Epoch 1571 | loss: 0.0312402 | val_loss: 0.0312393 | Time: 3908.84 ms [2021-11-10 15:49:35 main:574] : INFO : Epoch 1572 | loss: 0.0312421 | val_loss: 0.0312403 | Time: 3973.45 ms [2021-11-10 15:49:39 main:574] : INFO : Epoch 1573 | loss: 0.0312399 | val_loss: 0.0312403 | Time: 3848.43 ms [2021-11-10 15:49:43 main:574] : INFO : Epoch 1574 | loss: 0.0312402 | val_loss: 0.0312395 | Time: 3890.13 ms [2021-11-10 15:49:46 main:574] : INFO : Epoch 1575 | loss: 0.0312402 | val_loss: 0.0312396 | Time: 3861.23 ms [2021-11-10 15:49:50 main:574] : INFO : Epoch 1576 | loss: 0.0312402 | val_loss: 0.031239 | Time: 3913.91 ms [2021-11-10 15:49:54 main:574] : INFO : Epoch 1577 | loss: 0.0312404 | val_loss: 0.0312418 | Time: 3874.3 ms [2021-11-10 15:49:58 main:574] : INFO : Epoch 1578 | loss: 0.0312398 | val_loss: 0.0312409 | Time: 3873.78 ms [2021-11-10 15:50:02 main:574] : INFO : Epoch 1579 | loss: 0.03124 | val_loss: 0.0312409 | Time: 3952.38 ms [2021-11-10 15:50:06 main:574] : INFO : Epoch 1580 | loss: 0.0312408 | val_loss: 0.0312477 | Time: 3849.07 ms [2021-11-10 15:50:10 main:574] : INFO : Epoch 1581 | loss: 0.0312422 | val_loss: 0.0312434 | Time: 3938.23 ms [2021-11-10 15:50:14 main:574] : INFO : Epoch 1582 | loss: 0.0312406 | val_loss: 0.0312404 | Time: 3860.98 ms [2021-11-10 15:50:18 main:574] : INFO : Epoch 1583 | loss: 0.0312415 | val_loss: 0.0312411 | Time: 3771.84 ms [2021-11-10 15:50:21 main:574] : INFO : Epoch 1584 | loss: 0.0312394 | val_loss: 0.0312378 | Time: 3884.67 ms [2021-11-10 15:50:25 main:574] : INFO : Epoch 1585 | loss: 0.0312389 | val_loss: 0.0312423 | Time: 3902.6 ms [2021-11-10 15:50:29 main:574] : INFO : Epoch 1586 | loss: 0.0312386 | val_loss: 0.0312397 | Time: 3890.96 ms [2021-11-10 15:50:33 main:574] : INFO : Epoch 1587 | loss: 0.0312393 | val_loss: 0.0312437 | Time: 3847.66 ms [2021-11-10 15:50:37 main:574] : INFO : Epoch 1588 | loss: 0.0312427 | val_loss: 0.0312407 | Time: 3911.73 ms [2021-11-10 15:50:41 main:574] : INFO : Epoch 1589 | loss: 0.0312414 | val_loss: 0.0312391 | Time: 3930.43 ms [2021-11-10 15:50:45 main:574] : INFO : Epoch 1590 | loss: 0.0312399 | val_loss: 0.0312389 | Time: 3948.57 ms [2021-11-10 15:50:49 main:574] : INFO : Epoch 1591 | loss: 0.0312402 | val_loss: 0.0312432 | Time: 4059.67 ms [2021-11-10 15:50:53 main:574] : INFO : Epoch 1592 | loss: 0.0312401 | val_loss: 0.0312393 | Time: 4010.53 ms [2021-11-10 15:50:57 main:574] : INFO : Epoch 1593 | loss: 0.0312395 | val_loss: 0.031238 | Time: 3896.11 ms [2021-11-10 15:51:01 main:574] : INFO : Epoch 1594 | loss: 0.031239 | val_loss: 0.0312389 | Time: 3922.08 ms [2021-11-10 15:51:05 main:574] : INFO : Epoch 1595 | loss: 0.0312409 | val_loss: 0.0312437 | Time: 4389.2 ms [2021-11-10 15:51:09 main:574] : INFO : Epoch 1596 | loss: 0.03124 | val_loss: 0.0312373 | Time: 3963.91 ms [2021-11-10 15:51:13 main:574] : INFO : Epoch 1597 | loss: 0.031239 | val_loss: 0.0312395 | Time: 3979.55 ms [2021-11-10 15:51:17 main:574] : INFO : Epoch 1598 | loss: 0.031238 | val_loss: 0.0312371 | Time: 3973.9 ms [2021-11-10 15:51:21 main:574] : INFO : Epoch 1599 | loss: 0.0312402 | val_loss: 0.0312424 | Time: 3829.89 ms [2021-11-10 15:51:25 main:574] : INFO : Epoch 1600 | loss: 0.0312429 | val_loss: 0.0312387 | Time: 3986.57 ms [2021-11-10 15:51:29 main:574] : INFO : Epoch 1601 | loss: 0.0312388 | val_loss: 0.0312379 | Time: 3851.32 ms [2021-11-10 15:51:33 main:574] : INFO : Epoch 1602 | loss: 0.0312387 | val_loss: 0.0312373 | Time: 3980.56 ms [2021-11-10 15:51:37 main:574] : INFO : Epoch 1603 | loss: 0.0312377 | val_loss: 0.0312388 | Time: 3870.1 ms [2021-11-10 15:51:41 main:574] : INFO : Epoch 1604 | loss: 0.0312379 | val_loss: 0.0312367 | Time: 3945.21 ms [2021-11-10 15:51:45 main:574] : INFO : Epoch 1605 | loss: 0.0312396 | val_loss: 0.0312372 | Time: 3901.83 ms [2021-11-10 15:51:49 main:574] : INFO : Epoch 1606 | loss: 0.0312378 | val_loss: 0.0312366 | Time: 3933.67 ms [2021-11-10 15:51:53 main:574] : INFO : Epoch 1607 | loss: 0.0312383 | val_loss: 0.0312364 | Time: 3925.55 ms [2021-11-10 15:51:57 main:574] : INFO : Epoch 1608 | loss: 0.0312375 | val_loss: 0.0312363 | Time: 4035.21 ms [2021-11-10 15:52:01 main:574] : INFO : Epoch 1609 | loss: 0.031237 | val_loss: 0.0312366 | Time: 3893.18 ms [2021-11-10 15:52:04 main:574] : INFO : Epoch 1610 | loss: 0.0312394 | val_loss: 0.0312389 | Time: 3866.82 ms [2021-11-10 15:52:08 main:574] : INFO : Epoch 1611 | loss: 0.0312422 | val_loss: 0.0312451 | Time: 3962.24 ms [2021-11-10 15:52:12 main:574] : INFO : Epoch 1612 | loss: 0.0312395 | val_loss: 0.0312375 | Time: 3839.41 ms [2021-11-10 15:52:16 main:574] : INFO : Epoch 1613 | loss: 0.0312402 | val_loss: 0.0312448 | Time: 3973.71 ms [2021-11-10 15:52:20 main:574] : INFO : Epoch 1614 | loss: 0.0312392 | val_loss: 0.0312366 | Time: 3933.41 ms [2021-11-10 15:52:24 main:574] : INFO : Epoch 1615 | loss: 0.0312392 | val_loss: 0.0312362 | Time: 3920.78 ms [2021-11-10 15:52:28 main:574] : INFO : Epoch 1616 | loss: 0.0312377 | val_loss: 0.0312467 | Time: 3972.2 ms [2021-11-10 15:52:32 main:574] : INFO : Epoch 1617 | loss: 0.0312418 | val_loss: 0.0312385 | Time: 3916.44 ms [2021-11-10 15:52:36 main:574] : INFO : Epoch 1618 | loss: 0.0312363 | val_loss: 0.0312347 | Time: 3932.19 ms [2021-11-10 15:52:40 main:574] : INFO : Epoch 1619 | loss: 0.0312353 | val_loss: 0.0312371 | Time: 3870.01 ms [2021-11-10 15:52:44 main:574] : INFO : Epoch 1620 | loss: 0.0312363 | val_loss: 0.031235 | Time: 3902.89 ms [2021-11-10 15:52:48 main:574] : INFO : Epoch 1621 | loss: 0.0312357 | val_loss: 0.0312394 | Time: 3914.55 ms [2021-11-10 15:52:52 main:574] : INFO : Epoch 1622 | loss: 0.0312359 | val_loss: 0.0312344 | Time: 3839.1 ms [2021-11-10 15:52:55 main:574] : INFO : Epoch 1623 | loss: 0.0312357 | val_loss: 0.031235 | Time: 3837.24 ms [2021-11-10 15:52:59 main:574] : INFO : Epoch 1624 | loss: 0.0312369 | val_loss: 0.0312367 | Time: 3927.13 ms [2021-11-10 15:53:03 main:574] : INFO : Epoch 1625 | loss: 0.0312366 | val_loss: 0.0312352 | Time: 3787.51 ms [2021-11-10 15:53:07 main:574] : INFO : Epoch 1626 | loss: 0.0312356 | val_loss: 0.0312339 | Time: 3900.78 ms [2021-11-10 15:53:11 main:574] : INFO : Epoch 1627 | loss: 0.0312355 | val_loss: 0.0312341 | Time: 3831.83 ms [2021-11-10 15:53:15 main:574] : INFO : Epoch 1628 | loss: 0.0312349 | val_loss: 0.0312346 | Time: 3897.05 ms [2021-11-10 15:53:19 main:574] : INFO : Epoch 1629 | loss: 0.0312366 | val_loss: 0.0312354 | Time: 3900.63 ms [2021-11-10 15:53:23 main:574] : INFO : Epoch 1630 | loss: 0.0312354 | val_loss: 0.0312343 | Time: 4085.84 ms [2021-11-10 15:53:27 main:574] : INFO : Epoch 1631 | loss: 0.0312363 | val_loss: 0.0312347 | Time: 3911.66 ms [2021-11-10 15:53:31 main:574] : INFO : Epoch 1632 | loss: 0.0312367 | val_loss: 0.031235 | Time: 3830.4 ms [2021-11-10 15:53:34 main:574] : INFO : Epoch 1633 | loss: 0.0312379 | val_loss: 0.0312378 | Time: 3898.91 ms [2021-11-10 15:53:38 main:574] : INFO : Epoch 1634 | loss: 0.0312393 | val_loss: 0.0312379 | Time: 3851.2 ms [2021-11-10 15:53:42 main:574] : INFO : Epoch 1635 | loss: 0.0312369 | val_loss: 0.0312387 | Time: 3856.7 ms [2021-11-10 15:53:46 main:574] : INFO : Epoch 1636 | loss: 0.0312375 | val_loss: 0.0312345 | Time: 3943.14 ms [2021-11-10 15:53:50 main:574] : INFO : Epoch 1637 | loss: 0.0312384 | val_loss: 0.0312369 | Time: 3939.28 ms [2021-11-10 15:53:54 main:574] : INFO : Epoch 1638 | loss: 0.0312371 | val_loss: 0.0312342 | Time: 3915.22 ms [2021-11-10 15:53:58 main:574] : INFO : Epoch 1639 | loss: 0.0312379 | val_loss: 0.0312333 | Time: 3909.74 ms [2021-11-10 15:54:02 main:574] : INFO : Epoch 1640 | loss: 0.0312347 | val_loss: 0.0312329 | Time: 3885.99 ms [2021-11-10 15:54:06 main:574] : INFO : Epoch 1641 | loss: 0.0312358 | val_loss: 0.0312354 | Time: 3827.99 ms [2021-11-10 15:54:10 main:574] : INFO : Epoch 1642 | loss: 0.0312351 | val_loss: 0.0312338 | Time: 3908.14 ms [2021-11-10 15:54:13 main:574] : INFO : Epoch 1643 | loss: 0.0312351 | val_loss: 0.0312333 | Time: 3898.95 ms [2021-11-10 15:54:17 main:574] : INFO : Epoch 1644 | loss: 0.031237 | val_loss: 0.0312351 | Time: 3894.4 ms [2021-11-10 15:54:21 main:574] : INFO : Epoch 1645 | loss: 0.0312349 | val_loss: 0.031233 | Time: 3943.94 ms [2021-11-10 15:54:25 main:574] : INFO : Epoch 1646 | loss: 0.0312343 | val_loss: 0.0312367 | Time: 3923.36 ms [2021-11-10 15:54:29 main:574] : INFO : Epoch 1647 | loss: 0.0312359 | val_loss: 0.0312388 | Time: 3892.99 ms [2021-11-10 15:54:33 main:574] : INFO : Epoch 1648 | loss: 0.0312369 | val_loss: 0.0312336 | Time: 3834.96 ms [2021-11-10 15:54:38 main:574] : INFO : Epoch 1649 | loss: 0.0312347 | val_loss: 0.0312355 | Time: 4391.75 ms [2021-11-10 15:54:41 main:574] : INFO : Epoch 1650 | loss: 0.0312344 | val_loss: 0.0312323 | Time: 3930.25 ms [2021-11-10 15:54:45 main:574] : INFO : Epoch 1651 | loss: 0.0312339 | val_loss: 0.0312334 | Time: 3970.15 ms [2021-11-10 15:54:49 main:574] : INFO : Epoch 1652 | loss: 0.0312339 | val_loss: 0.0312337 | Time: 3887.8 ms [2021-11-10 15:54:53 main:574] : INFO : Epoch 1653 | loss: 0.0312349 | val_loss: 0.0312352 | Time: 4000.91 ms [2021-11-10 15:54:57 main:574] : INFO : Epoch 1654 | loss: 0.0312336 | val_loss: 0.0312377 | Time: 4031.74 ms [2021-11-10 15:55:01 main:574] : INFO : Epoch 1655 | loss: 0.0312352 | val_loss: 0.0312386 | Time: 3978.3 ms [2021-11-10 15:55:05 main:574] : INFO : Epoch 1656 | loss: 0.0312375 | val_loss: 0.0312375 | Time: 3886.49 ms [2021-11-10 15:55:09 main:574] : INFO : Epoch 1657 | loss: 0.0312368 | val_loss: 0.0312361 | Time: 4078.32 ms [2021-11-10 15:55:13 main:574] : INFO : Epoch 1658 | loss: 0.0312344 | val_loss: 0.0312339 | Time: 3908.89 ms [2021-11-10 15:55:17 main:574] : INFO : Epoch 1659 | loss: 0.0312353 | val_loss: 0.0312326 | Time: 3939.46 ms [2021-11-10 15:55:21 main:574] : INFO : Epoch 1660 | loss: 0.0312337 | val_loss: 0.0312344 | Time: 3820.29 ms [2021-11-10 15:55:25 main:574] : INFO : Epoch 1661 | loss: 0.0312339 | val_loss: 0.0312324 | Time: 3910.55 ms [2021-11-10 15:55:29 main:574] : INFO : Epoch 1662 | loss: 0.0312339 | val_loss: 0.0312362 | Time: 3931.37 ms [2021-11-10 15:55:33 main:574] : INFO : Epoch 1663 | loss: 0.0312357 | val_loss: 0.0312339 | Time: 3930.72 ms [2021-11-10 15:55:37 main:574] : INFO : Epoch 1664 | loss: 0.0312352 | val_loss: 0.0312358 | Time: 3952.83 ms [2021-11-10 15:55:41 main:574] : INFO : Epoch 1665 | loss: 0.0312346 | val_loss: 0.0312357 | Time: 3883.62 ms [2021-11-10 15:55:45 main:574] : INFO : Epoch 1666 | loss: 0.0312342 | val_loss: 0.0312321 | Time: 3904.88 ms [2021-11-10 15:55:49 main:574] : INFO : Epoch 1667 | loss: 0.0312337 | val_loss: 0.0312334 | Time: 4072.67 ms [2021-11-10 15:55:53 main:574] : INFO : Epoch 1668 | loss: 0.031234 | val_loss: 0.0312328 | Time: 3883.38 ms [2021-11-10 15:55:57 main:574] : INFO : Epoch 1669 | loss: 0.0312355 | val_loss: 0.0312349 | Time: 3933.5 ms [2021-11-10 15:56:00 main:574] : INFO : Epoch 1670 | loss: 0.031238 | val_loss: 0.0312324 | Time: 3869.95 ms [2021-11-10 15:56:04 main:574] : INFO : Epoch 1671 | loss: 0.0312355 | val_loss: 0.0312469 | Time: 3784.16 ms [2021-11-10 15:56:08 main:574] : INFO : Epoch 1672 | loss: 0.0312375 | val_loss: 0.031232 | Time: 3982.23 ms [2021-11-10 15:56:12 main:574] : INFO : Epoch 1673 | loss: 0.031233 | val_loss: 0.031236 | Time: 3857.59 ms [2021-11-10 15:56:16 main:574] : INFO : Epoch 1674 | loss: 0.0312338 | val_loss: 0.0312328 | Time: 3880.44 ms [2021-11-10 15:56:20 main:574] : INFO : Epoch 1675 | loss: 0.0312334 | val_loss: 0.0312392 | Time: 3940.68 ms [2021-11-10 15:56:24 main:574] : INFO : Epoch 1676 | loss: 0.0312347 | val_loss: 0.0312322 | Time: 3863.24 ms [2021-11-10 15:56:28 main:574] : INFO : Epoch 1677 | loss: 0.0312336 | val_loss: 0.031233 | Time: 3939.83 ms [2021-11-10 15:56:32 main:574] : INFO : Epoch 1678 | loss: 0.0312375 | val_loss: 0.0312327 | Time: 3969.96 ms [2021-11-10 15:56:36 main:574] : INFO : Epoch 1679 | loss: 0.0312338 | val_loss: 0.0312344 | Time: 3764.57 ms [2021-11-10 15:56:39 main:574] : INFO : Epoch 1680 | loss: 0.031233 | val_loss: 0.0312315 | Time: 3864.66 ms [2021-11-10 15:56:43 main:574] : INFO : Epoch 1681 | loss: 0.0312327 | val_loss: 0.031232 | Time: 3894.99 ms [2021-11-10 15:56:47 main:574] : INFO : Epoch 1682 | loss: 0.0312345 | val_loss: 0.0312316 | Time: 3882.18 ms [2021-11-10 15:56:51 main:574] : INFO : Epoch 1683 | loss: 0.0312326 | val_loss: 0.0312344 | Time: 3885.71 ms [2021-11-10 15:56:55 main:574] : INFO : Epoch 1684 | loss: 0.0312336 | val_loss: 0.0312327 | Time: 3877.79 ms [2021-11-10 15:56:59 main:574] : INFO : Epoch 1685 | loss: 0.0312373 | val_loss: 0.0312436 | Time: 3961.27 ms [2021-11-10 15:57:03 main:574] : INFO : Epoch 1686 | loss: 0.0312377 | val_loss: 0.0312338 | Time: 3845.53 ms [2021-11-10 15:57:07 main:574] : INFO : Epoch 1687 | loss: 0.0312377 | val_loss: 0.0312465 | Time: 3985.1 ms [2021-11-10 15:57:11 main:574] : INFO : Epoch 1688 | loss: 0.0312359 | val_loss: 0.031235 | Time: 3927.81 ms [2021-11-10 15:57:15 main:574] : INFO : Epoch 1689 | loss: 0.0312343 | val_loss: 0.031233 | Time: 3849.56 ms [2021-11-10 15:57:18 main:574] : INFO : Epoch 1690 | loss: 0.0312332 | val_loss: 0.0312316 | Time: 3780.65 ms [2021-11-10 15:57:22 main:574] : INFO : Epoch 1691 | loss: 0.0312324 | val_loss: 0.0312314 | Time: 3701.36 ms [2021-11-10 15:57:26 main:574] : INFO : Epoch 1692 | loss: 0.0312333 | val_loss: 0.0312314 | Time: 3786.21 ms [2021-11-10 15:57:30 main:574] : INFO : Epoch 1693 | loss: 0.031233 | val_loss: 0.0312324 | Time: 3913.26 ms [2021-11-10 15:57:34 main:574] : INFO : Epoch 1694 | loss: 0.0312323 | val_loss: 0.0312321 | Time: 3939.58 ms [2021-11-10 15:57:38 main:574] : INFO : Epoch 1695 | loss: 0.0312321 | val_loss: 0.0312321 | Time: 3859.5 ms [2021-11-10 15:57:42 main:574] : INFO : Epoch 1696 | loss: 0.0312326 | val_loss: 0.0312306 | Time: 3939.05 ms [2021-11-10 15:57:46 main:574] : INFO : Epoch 1697 | loss: 0.0312334 | val_loss: 0.031237 | Time: 3901 ms [2021-11-10 15:57:49 main:574] : INFO : Epoch 1698 | loss: 0.0312351 | val_loss: 0.0312351 | Time: 3890.28 ms [2021-11-10 15:57:53 main:574] : INFO : Epoch 1699 | loss: 0.0312344 | val_loss: 0.0312326 | Time: 3741.41 ms [2021-11-10 15:57:57 main:574] : INFO : Epoch 1700 | loss: 0.0312333 | val_loss: 0.0312327 | Time: 3966.34 ms [2021-11-10 15:58:01 main:574] : INFO : Epoch 1701 | loss: 0.0312333 | val_loss: 0.0312426 | Time: 3809.15 ms [2021-11-10 15:58:05 main:574] : INFO : Epoch 1702 | loss: 0.0312356 | val_loss: 0.0312313 | Time: 3822.29 ms [2021-11-10 15:58:09 main:574] : INFO : Epoch 1703 | loss: 0.0312318 | val_loss: 0.0312319 | Time: 3806.48 ms [2021-11-10 15:58:12 main:574] : INFO : Epoch 1704 | loss: 0.0312358 | val_loss: 0.0312339 | Time: 3808.09 ms [2021-11-10 15:58:16 main:574] : INFO : Epoch 1705 | loss: 0.0312335 | val_loss: 0.0312371 | Time: 3745.17 ms [2021-11-10 15:58:20 main:574] : INFO : Epoch 1706 | loss: 0.0312363 | val_loss: 0.031233 | Time: 3825.05 ms [2021-11-10 15:58:24 main:574] : INFO : Epoch 1707 | loss: 0.0312334 | val_loss: 0.0312311 | Time: 3908.36 ms [2021-11-10 15:58:28 main:574] : INFO : Epoch 1708 | loss: 0.0312325 | val_loss: 0.0312313 | Time: 3921.67 ms [2021-11-10 15:58:32 main:574] : INFO : Epoch 1709 | loss: 0.0312322 | val_loss: 0.0312307 | Time: 3925.82 ms [2021-11-10 15:58:36 main:574] : INFO : Epoch 1710 | loss: 0.0312314 | val_loss: 0.0312308 | Time: 3910.77 ms [2021-11-10 15:58:40 main:574] : INFO : Epoch 1711 | loss: 0.031232 | val_loss: 0.0312305 | Time: 3985.2 ms [2021-11-10 15:58:44 main:574] : INFO : Epoch 1712 | loss: 0.0312313 | val_loss: 0.0312312 | Time: 3959.17 ms [2021-11-10 15:58:48 main:574] : INFO : Epoch 1713 | loss: 0.0312324 | val_loss: 0.0312312 | Time: 3902.72 ms [2021-11-10 15:58:52 main:574] : INFO : Epoch 1714 | loss: 0.031232 | val_loss: 0.0312306 | Time: 3905.22 ms [2021-11-10 15:58:56 main:574] : INFO : Epoch 1715 | loss: 0.0312319 | val_loss: 0.0312307 | Time: 3952.17 ms [2021-11-10 15:58:59 main:574] : INFO : Epoch 1716 | loss: 0.0312319 | val_loss: 0.0312308 | Time: 3817.69 ms [2021-11-10 15:59:03 main:574] : INFO : Epoch 1717 | loss: 0.0312319 | val_loss: 0.0312329 | Time: 3863.64 ms [2021-11-10 15:59:07 main:574] : INFO : Epoch 1718 | loss: 0.0312324 | val_loss: 0.0312304 | Time: 3885.44 ms [2021-11-10 15:59:11 main:574] : INFO : Epoch 1719 | loss: 0.0312313 | val_loss: 0.0312307 | Time: 3898.24 ms [2021-11-10 15:59:15 main:574] : INFO : Epoch 1720 | loss: 0.0312315 | val_loss: 0.0312318 | Time: 3845.86 ms [2021-11-10 15:59:19 main:574] : INFO : Epoch 1721 | loss: 0.031233 | val_loss: 0.0312326 | Time: 4028.24 ms [2021-11-10 15:59:23 main:574] : INFO : Epoch 1722 | loss: 0.0312355 | val_loss: 0.0312351 | Time: 3869.23 ms [2021-11-10 15:59:27 main:574] : INFO : Epoch 1723 | loss: 0.0312343 | val_loss: 0.0312324 | Time: 3953.54 ms [2021-11-10 15:59:31 main:574] : INFO : Epoch 1724 | loss: 0.0312325 | val_loss: 0.0312314 | Time: 3990.78 ms [2021-11-10 15:59:35 main:574] : INFO : Epoch 1725 | loss: 0.0312311 | val_loss: 0.0312316 | Time: 3916.71 ms [2021-11-10 15:59:39 main:574] : INFO : Epoch 1726 | loss: 0.0312325 | val_loss: 0.0312302 | Time: 3917.87 ms [2021-11-10 15:59:43 main:574] : INFO : Epoch 1727 | loss: 0.0312317 | val_loss: 0.0312306 | Time: 4005.14 ms [2021-11-10 15:59:47 main:574] : INFO : Epoch 1728 | loss: 0.0312306 | val_loss: 0.0312314 | Time: 3844.66 ms [2021-11-10 15:59:51 main:574] : INFO : Epoch 1729 | loss: 0.0312308 | val_loss: 0.03123 | Time: 3940.03 ms [2021-11-10 15:59:54 main:574] : INFO : Epoch 1730 | loss: 0.0312306 | val_loss: 0.0312304 | Time: 3971.63 ms [2021-11-10 15:59:58 main:574] : INFO : Epoch 1731 | loss: 0.0312309 | val_loss: 0.0312313 | Time: 3857.1 ms [2021-11-10 16:00:02 main:574] : INFO : Epoch 1732 | loss: 0.0312307 | val_loss: 0.031231 | Time: 3832.4 ms [2021-11-10 16:00:06 main:574] : INFO : Epoch 1733 | loss: 0.0312302 | val_loss: 0.0312301 | Time: 3896.67 ms [2021-11-10 16:00:10 main:574] : INFO : Epoch 1734 | loss: 0.0312306 | val_loss: 0.0312322 | Time: 3944.64 ms [2021-11-10 16:00:14 main:574] : INFO : Epoch 1735 | loss: 0.0312337 | val_loss: 0.0312309 | Time: 3818 ms [2021-11-10 16:00:18 main:574] : INFO : Epoch 1736 | loss: 0.0312325 | val_loss: 0.0312315 | Time: 3913.29 ms [2021-11-10 16:00:22 main:574] : INFO : Epoch 1737 | loss: 0.0312317 | val_loss: 0.0312298 | Time: 3887.2 ms [2021-11-10 16:00:26 main:574] : INFO : Epoch 1738 | loss: 0.0312326 | val_loss: 0.0312322 | Time: 4027.81 ms [2021-11-10 16:00:30 main:574] : INFO : Epoch 1739 | loss: 0.0312332 | val_loss: 0.0312295 | Time: 4207.79 ms [2021-11-10 16:00:34 main:574] : INFO : Epoch 1740 | loss: 0.0312314 | val_loss: 0.0312296 | Time: 3929.52 ms [2021-11-10 16:00:38 main:574] : INFO : Epoch 1741 | loss: 0.0312322 | val_loss: 0.0312336 | Time: 3869.3 ms [2021-11-10 16:00:42 main:574] : INFO : Epoch 1742 | loss: 0.0312319 | val_loss: 0.0312311 | Time: 3957.23 ms [2021-11-10 16:00:46 main:574] : INFO : Epoch 1743 | loss: 0.0312322 | val_loss: 0.0312315 | Time: 3909.02 ms [2021-11-10 16:00:50 main:574] : INFO : Epoch 1744 | loss: 0.031233 | val_loss: 0.0312378 | Time: 3837.91 ms [2021-11-10 16:00:54 main:574] : INFO : Epoch 1745 | loss: 0.0312321 | val_loss: 0.0312293 | Time: 3959.65 ms [2021-11-10 16:00:57 main:574] : INFO : Epoch 1746 | loss: 0.03123 | val_loss: 0.0312291 | Time: 3830.48 ms [2021-11-10 16:01:01 main:574] : INFO : Epoch 1747 | loss: 0.0312307 | val_loss: 0.0312307 | Time: 3892.59 ms [2021-11-10 16:01:05 main:574] : INFO : Epoch 1748 | loss: 0.03123 | val_loss: 0.0312298 | Time: 3938.82 ms [2021-11-10 16:01:09 main:574] : INFO : Epoch 1749 | loss: 0.0312306 | val_loss: 0.0312288 | Time: 3917.97 ms [2021-11-10 16:01:13 main:574] : INFO : Epoch 1750 | loss: 0.0312316 | val_loss: 0.0312293 | Time: 3887.34 ms [2021-11-10 16:01:17 main:574] : INFO : Epoch 1751 | loss: 0.031232 | val_loss: 0.0312439 | Time: 3948.18 ms [2021-11-10 16:01:21 main:574] : INFO : Epoch 1752 | loss: 0.0312355 | val_loss: 0.0312326 | Time: 3806.93 ms [2021-11-10 16:01:25 main:574] : INFO : Epoch 1753 | loss: 0.0312301 | val_loss: 0.0312301 | Time: 3898.89 ms [2021-11-10 16:01:29 main:574] : INFO : Epoch 1754 | loss: 0.0312304 | val_loss: 0.0312296 | Time: 3890.62 ms [2021-11-10 16:01:33 main:574] : INFO : Epoch 1755 | loss: 0.0312305 | val_loss: 0.0312325 | Time: 4069.99 ms [2021-11-10 16:01:37 main:574] : INFO : Epoch 1756 | loss: 0.0312327 | val_loss: 0.0312297 | Time: 3860.18 ms [2021-11-10 16:01:41 main:574] : INFO : Epoch 1757 | loss: 0.031231 | val_loss: 0.0312288 | Time: 4014.86 ms [2021-11-10 16:01:45 main:574] : INFO : Epoch 1758 | loss: 0.0312296 | val_loss: 0.0312295 | Time: 3831.86 ms [2021-11-10 16:01:48 main:574] : INFO : Epoch 1759 | loss: 0.0312294 | val_loss: 0.0312285 | Time: 3863.71 ms [2021-11-10 16:01:52 main:574] : INFO : Epoch 1760 | loss: 0.0312296 | val_loss: 0.0312294 | Time: 3901.07 ms [2021-11-10 16:01:56 main:574] : INFO : Epoch 1761 | loss: 0.03123 | val_loss: 0.0312286 | Time: 3939.51 ms [2021-11-10 16:02:00 main:574] : INFO : Epoch 1762 | loss: 0.0312323 | val_loss: 0.0312295 | Time: 3965.14 ms [2021-11-10 16:02:04 main:574] : INFO : Epoch 1763 | loss: 0.0312355 | val_loss: 0.0312361 | Time: 3852.72 ms [2021-11-10 16:02:08 main:574] : INFO : Epoch 1764 | loss: 0.0312334 | val_loss: 0.0312311 | Time: 4036.77 ms [2021-11-10 16:02:12 main:574] : INFO : Epoch 1765 | loss: 0.0312313 | val_loss: 0.0312304 | Time: 3951.04 ms [2021-11-10 16:02:16 main:574] : INFO : Epoch 1766 | loss: 0.031231 | val_loss: 0.0312289 | Time: 3963.11 ms [2021-11-10 16:02:20 main:574] : INFO : Epoch 1767 | loss: 0.0312344 | val_loss: 0.0312331 | Time: 3948.47 ms [2021-11-10 16:02:24 main:574] : INFO : Epoch 1768 | loss: 0.0312335 | val_loss: 0.0312283 | Time: 3844.15 ms [2021-11-10 16:02:28 main:574] : INFO : Epoch 1769 | loss: 0.0312286 | val_loss: 0.0312318 | Time: 3937.7 ms [2021-11-10 16:02:32 main:574] : INFO : Epoch 1770 | loss: 0.0312326 | val_loss: 0.0312291 | Time: 3955.79 ms [2021-11-10 16:02:36 main:574] : INFO : Epoch 1771 | loss: 0.0312322 | val_loss: 0.0312371 | Time: 4041.63 ms [2021-11-10 16:02:40 main:574] : INFO : Epoch 1772 | loss: 0.0312321 | val_loss: 0.031231 | Time: 4004.04 ms [2021-11-10 16:02:44 main:574] : INFO : Epoch 1773 | loss: 0.0312298 | val_loss: 0.031229 | Time: 3858.15 ms [2021-11-10 16:02:48 main:574] : INFO : Epoch 1774 | loss: 0.0312286 | val_loss: 0.0312311 | Time: 3905.17 ms [2021-11-10 16:02:52 main:574] : INFO : Epoch 1775 | loss: 0.0312285 | val_loss: 0.0312298 | Time: 3903.11 ms [2021-11-10 16:02:56 main:574] : INFO : Epoch 1776 | loss: 0.0312304 | val_loss: 0.0312302 | Time: 3902.86 ms [2021-11-10 16:02:59 main:574] : INFO : Epoch 1777 | loss: 0.0312349 | val_loss: 0.0312344 | Time: 3863.11 ms [2021-11-10 16:03:03 main:574] : INFO : Epoch 1778 | loss: 0.0312318 | val_loss: 0.0312288 | Time: 3941.9 ms [2021-11-10 16:03:07 main:574] : INFO : Epoch 1779 | loss: 0.0312287 | val_loss: 0.0312361 | Time: 3964.34 ms [2021-11-10 16:03:11 main:574] : INFO : Epoch 1780 | loss: 0.0312315 | val_loss: 0.031243 | Time: 3926.2 ms [2021-11-10 16:03:15 main:574] : INFO : Epoch 1781 | loss: 0.0312329 | val_loss: 0.0312285 | Time: 4042.45 ms [2021-11-10 16:03:19 main:574] : INFO : Epoch 1782 | loss: 0.0312301 | val_loss: 0.0312292 | Time: 3951.99 ms [2021-11-10 16:03:23 main:574] : INFO : Epoch 1783 | loss: 0.0312304 | val_loss: 0.0312287 | Time: 3853.61 ms [2021-11-10 16:03:27 main:574] : INFO : Epoch 1784 | loss: 0.0312292 | val_loss: 0.0312369 | Time: 3949.42 ms [2021-11-10 16:03:31 main:574] : INFO : Epoch 1785 | loss: 0.0312301 | val_loss: 0.0312312 | Time: 3903.03 ms [2021-11-10 16:03:35 main:574] : INFO : Epoch 1786 | loss: 0.0312328 | val_loss: 0.0312296 | Time: 3950.91 ms [2021-11-10 16:03:39 main:574] : INFO : Epoch 1787 | loss: 0.0312287 | val_loss: 0.0312279 | Time: 3967.27 ms [2021-11-10 16:03:43 main:574] : INFO : Epoch 1788 | loss: 0.0312286 | val_loss: 0.0312321 | Time: 3872.64 ms [2021-11-10 16:03:47 main:574] : INFO : Epoch 1789 | loss: 0.0312293 | val_loss: 0.0312275 | Time: 3959.15 ms [2021-11-10 16:03:51 main:574] : INFO : Epoch 1790 | loss: 0.0312274 | val_loss: 0.0312282 | Time: 3876.02 ms [2021-11-10 16:03:55 main:574] : INFO : Epoch 1791 | loss: 0.0312308 | val_loss: 0.0312317 | Time: 3922.58 ms [2021-11-10 16:03:59 main:574] : INFO : Epoch 1792 | loss: 0.0312305 | val_loss: 0.0312288 | Time: 3882.93 ms [2021-11-10 16:04:02 main:574] : INFO : Epoch 1793 | loss: 0.0312314 | val_loss: 0.0312311 | Time: 3808.46 ms [2021-11-10 16:04:06 main:574] : INFO : Epoch 1794 | loss: 0.031232 | val_loss: 0.0312288 | Time: 4024.44 ms [2021-11-10 16:04:11 main:574] : INFO : Epoch 1795 | loss: 0.031231 | val_loss: 0.0312301 | Time: 4161.02 ms [2021-11-10 16:04:15 main:574] : INFO : Epoch 1796 | loss: 0.0312277 | val_loss: 0.031228 | Time: 3948.36 ms [2021-11-10 16:04:19 main:574] : INFO : Epoch 1797 | loss: 0.031229 | val_loss: 0.0312276 | Time: 4207.56 ms [2021-11-10 16:04:23 main:574] : INFO : Epoch 1798 | loss: 0.0312279 | val_loss: 0.0312309 | Time: 3990.31 ms [2021-11-10 16:04:27 main:574] : INFO : Epoch 1799 | loss: 0.0312287 | val_loss: 0.0312338 | Time: 3985.22 ms [2021-11-10 16:04:31 main:574] : INFO : Epoch 1800 | loss: 0.0312324 | val_loss: 0.0312309 | Time: 3952.16 ms [2021-11-10 16:04:35 main:574] : INFO : Epoch 1801 | loss: 0.0312299 | val_loss: 0.0312279 | Time: 3945.3 ms [2021-11-10 16:04:39 main:574] : INFO : Epoch 1802 | loss: 0.0312287 | val_loss: 0.0312281 | Time: 3897.84 ms [2021-11-10 16:04:43 main:574] : INFO : Epoch 1803 | loss: 0.0312274 | val_loss: 0.0312317 | Time: 3983.58 ms [2021-11-10 16:04:47 main:574] : INFO : Epoch 1804 | loss: 0.0312276 | val_loss: 0.0312309 | Time: 3941.71 ms [2021-11-10 16:04:51 main:574] : INFO : Epoch 1805 | loss: 0.0312286 | val_loss: 0.0312289 | Time: 3988.41 ms [2021-11-10 16:04:54 main:574] : INFO : Epoch 1806 | loss: 0.0312273 | val_loss: 0.0312278 | Time: 3924.89 ms [2021-11-10 16:04:58 main:574] : INFO : Epoch 1807 | loss: 0.0312286 | val_loss: 0.0312284 | Time: 3851 ms [2021-11-10 16:05:02 main:574] : INFO : Epoch 1808 | loss: 0.0312277 | val_loss: 0.0312281 | Time: 3932.9 ms [2021-11-10 16:05:06 main:574] : INFO : Epoch 1809 | loss: 0.0312278 | val_loss: 0.0312299 | Time: 3953 ms [2021-11-10 16:05:10 main:574] : INFO : Epoch 1810 | loss: 0.0312294 | val_loss: 0.0312306 | Time: 3924.94 ms [2021-11-10 16:05:14 main:574] : INFO : Epoch 1811 | loss: 0.0312292 | val_loss: 0.0312343 | Time: 3824.77 ms [2021-11-10 16:05:18 main:574] : INFO : Epoch 1812 | loss: 0.031228 | val_loss: 0.031235 | Time: 3879.18 ms [2021-11-10 16:05:22 main:574] : INFO : Epoch 1813 | loss: 0.0312279 | val_loss: 0.0312357 | Time: 3999.71 ms [2021-11-10 16:05:26 main:574] : INFO : Epoch 1814 | loss: 0.0312286 | val_loss: 0.0312282 | Time: 3902.82 ms [2021-11-10 16:05:30 main:574] : INFO : Epoch 1815 | loss: 0.0312289 | val_loss: 0.031228 | Time: 4011.28 ms [2021-11-10 16:05:34 main:574] : INFO : Epoch 1816 | loss: 0.0312287 | val_loss: 0.0312315 | Time: 4031.72 ms [2021-11-10 16:05:38 main:574] : INFO : Epoch 1817 | loss: 0.031228 | val_loss: 0.0312274 | Time: 3915.08 ms [2021-11-10 16:05:42 main:574] : INFO : Epoch 1818 | loss: 0.0312289 | val_loss: 0.0312382 | Time: 3903.07 ms [2021-11-10 16:05:46 main:574] : INFO : Epoch 1819 | loss: 0.0312332 | val_loss: 0.031233 | Time: 3894.17 ms [2021-11-10 16:05:50 main:574] : INFO : Epoch 1820 | loss: 0.0312317 | val_loss: 0.0312309 | Time: 3891.6 ms [2021-11-10 16:05:53 main:574] : INFO : Epoch 1821 | loss: 0.031228 | val_loss: 0.0312318 | Time: 3878.53 ms [2021-11-10 16:05:57 main:574] : INFO : Epoch 1822 | loss: 0.0312259 | val_loss: 0.0312272 | Time: 3954.61 ms [2021-11-10 16:06:01 main:574] : INFO : Epoch 1823 | loss: 0.0312251 | val_loss: 0.0312306 | Time: 3932.74 ms [2021-11-10 16:06:05 main:574] : INFO : Epoch 1824 | loss: 0.0312275 | val_loss: 0.0312323 | Time: 3908.46 ms [2021-11-10 16:06:09 main:574] : INFO : Epoch 1825 | loss: 0.0312267 | val_loss: 0.0312282 | Time: 3856.09 ms [2021-11-10 16:06:13 main:574] : INFO : Epoch 1826 | loss: 0.0312257 | val_loss: 0.0312269 | Time: 3939.9 ms [2021-11-10 16:06:17 main:574] : INFO : Epoch 1827 | loss: 0.0312247 | val_loss: 0.0312294 | Time: 3902 ms [2021-11-10 16:06:21 main:574] : INFO : Epoch 1828 | loss: 0.0312264 | val_loss: 0.0312281 | Time: 3846.98 ms [2021-11-10 16:06:25 main:574] : INFO : Epoch 1829 | loss: 0.0312266 | val_loss: 0.031228 | Time: 3859.37 ms [2021-11-10 16:06:29 main:574] : INFO : Epoch 1830 | loss: 0.0312289 | val_loss: 0.0312294 | Time: 3806.67 ms [2021-11-10 16:06:32 main:574] : INFO : Epoch 1831 | loss: 0.0312276 | val_loss: 0.0312292 | Time: 3738.64 ms [2021-11-10 16:06:36 main:574] : INFO : Epoch 1832 | loss: 0.0312262 | val_loss: 0.0312407 | Time: 3729.99 ms [2021-11-10 16:06:40 main:574] : INFO : Epoch 1833 | loss: 0.0312301 | val_loss: 0.0312271 | Time: 4203.13 ms [2021-11-10 16:06:44 main:574] : INFO : Epoch 1834 | loss: 0.0312266 | val_loss: 0.0312338 | Time: 3958.02 ms [2021-11-10 16:06:48 main:574] : INFO : Epoch 1835 | loss: 0.0312291 | val_loss: 0.0312275 | Time: 3950.25 ms [2021-11-10 16:06:52 main:574] : INFO : Epoch 1836 | loss: 0.0312255 | val_loss: 0.0312286 | Time: 3937.83 ms [2021-11-10 16:06:56 main:574] : INFO : Epoch 1837 | loss: 0.0312275 | val_loss: 0.0312275 | Time: 3811.91 ms [2021-11-10 16:07:00 main:574] : INFO : Epoch 1838 | loss: 0.0312257 | val_loss: 0.031228 | Time: 3901.61 ms [2021-11-10 16:07:04 main:574] : INFO : Epoch 1839 | loss: 0.031226 | val_loss: 0.0312297 | Time: 4000.92 ms [2021-11-10 16:07:08 main:574] : INFO : Epoch 1840 | loss: 0.0312261 | val_loss: 0.0312269 | Time: 4084.83 ms [2021-11-10 16:07:12 main:574] : INFO : Epoch 1841 | loss: 0.0312271 | val_loss: 0.0312271 | Time: 3889.1 ms [2021-11-10 16:07:16 main:574] : INFO : Epoch 1842 | loss: 0.0312262 | val_loss: 0.0312271 | Time: 3899.56 ms [2021-11-10 16:07:20 main:574] : INFO : Epoch 1843 | loss: 0.0312324 | val_loss: 0.0312418 | Time: 3878.86 ms [2021-11-10 16:07:24 main:574] : INFO : Epoch 1844 | loss: 0.0312286 | val_loss: 0.0312277 | Time: 3867.42 ms [2021-11-10 16:07:28 main:574] : INFO : Epoch 1845 | loss: 0.0312265 | val_loss: 0.0312312 | Time: 4006.39 ms [2021-11-10 16:07:32 main:574] : INFO : Epoch 1846 | loss: 0.0312274 | val_loss: 0.0312305 | Time: 4148.99 ms [2021-11-10 16:07:36 main:574] : INFO : Epoch 1847 | loss: 0.0312269 | val_loss: 0.0312267 | Time: 4179.4 ms [2021-11-10 16:07:40 main:574] : INFO : Epoch 1848 | loss: 0.0312255 | val_loss: 0.0312269 | Time: 4140.84 ms [2021-11-10 16:07:44 main:574] : INFO : Epoch 1849 | loss: 0.0312271 | val_loss: 0.0312271 | Time: 4035.86 ms [2021-11-10 16:07:48 main:574] : INFO : Epoch 1850 | loss: 0.031225 | val_loss: 0.0312274 | Time: 4052.96 ms [2021-11-10 16:07:52 main:574] : INFO : Epoch 1851 | loss: 0.0312252 | val_loss: 0.0312266 | Time: 4139.63 ms [2021-11-10 16:07:57 main:574] : INFO : Epoch 1852 | loss: 0.0312246 | val_loss: 0.0312263 | Time: 4142.44 ms [2021-11-10 16:08:01 main:574] : INFO : Epoch 1853 | loss: 0.0312253 | val_loss: 0.0312264 | Time: 4115.84 ms [2021-11-10 16:08:05 main:574] : INFO : Epoch 1854 | loss: 0.0312265 | val_loss: 0.0312271 | Time: 4145.47 ms [2021-11-10 16:08:09 main:574] : INFO : Epoch 1855 | loss: 0.031231 | val_loss: 0.0312295 | Time: 4074.18 ms [2021-11-10 16:08:13 main:574] : INFO : Epoch 1856 | loss: 0.0312274 | val_loss: 0.0312285 | Time: 4149.23 ms [2021-11-10 16:08:17 main:574] : INFO : Epoch 1857 | loss: 0.0312252 | val_loss: 0.0312264 | Time: 4238.28 ms [2021-11-10 16:08:22 main:574] : INFO : Epoch 1858 | loss: 0.0312254 | val_loss: 0.0312267 | Time: 4173.84 ms [2021-11-10 16:08:26 main:574] : INFO : Epoch 1859 | loss: 0.0312264 | val_loss: 0.0312272 | Time: 4037.22 ms [2021-11-10 16:08:30 main:574] : INFO : Epoch 1860 | loss: 0.0312303 | val_loss: 0.0312411 | Time: 4018.02 ms [2021-11-10 16:08:34 main:574] : INFO : Epoch 1861 | loss: 0.0312486 | val_loss: 0.0313083 | Time: 4057.45 ms [2021-11-10 16:08:38 main:574] : INFO : Epoch 1862 | loss: 0.0327888 | val_loss: 0.0344456 | Time: 4114.51 ms [2021-11-10 16:08:42 main:574] : INFO : Epoch 1863 | loss: 0.0339983 | val_loss: 0.0318606 | Time: 4015.67 ms [2021-11-10 16:08:46 main:574] : INFO : Epoch 1864 | loss: 0.0314642 | val_loss: 0.0313419 | Time: 4141.54 ms [2021-11-10 16:08:50 main:574] : INFO : Epoch 1865 | loss: 0.0312856 | val_loss: 0.031263 | Time: 4092.23 ms [2021-11-10 16:08:54 main:574] : INFO : Epoch 1866 | loss: 0.0312465 | val_loss: 0.0312396 | Time: 4085.5 ms [2021-11-10 16:08:58 main:574] : INFO : Epoch 1867 | loss: 0.0312358 | val_loss: 0.0312353 | Time: 4138.2 ms [2021-11-10 16:09:03 main:574] : INFO : Epoch 1868 | loss: 0.0312318 | val_loss: 0.0312331 | Time: 4111.09 ms [2021-11-10 16:09:07 main:574] : INFO : Epoch 1869 | loss: 0.0312296 | val_loss: 0.0312298 | Time: 4127.16 ms [2021-11-10 16:09:11 main:574] : INFO : Epoch 1870 | loss: 0.031228 | val_loss: 0.0312307 | Time: 4164.58 ms [2021-11-10 16:09:15 main:574] : INFO : Epoch 1871 | loss: 0.0312284 | val_loss: 0.0312296 | Time: 4116.07 ms [2021-11-10 16:09:19 main:574] : INFO : Epoch 1872 | loss: 0.0312269 | val_loss: 0.0312275 | Time: 4155.47 ms [2021-11-10 16:09:23 main:574] : INFO : Epoch 1873 | loss: 0.0312256 | val_loss: 0.0312277 | Time: 4063.21 ms [2021-11-10 16:09:27 main:574] : INFO : Epoch 1874 | loss: 0.0312256 | val_loss: 0.0312264 | Time: 4024.24 ms [2021-11-10 16:09:31 main:574] : INFO : Epoch 1875 | loss: 0.0312254 | val_loss: 0.0312263 | Time: 3829.08 ms [2021-11-10 16:09:35 main:574] : INFO : Epoch 1876 | loss: 0.0312247 | val_loss: 0.0312282 | Time: 3911.17 ms [2021-11-10 16:09:39 main:574] : INFO : Epoch 1877 | loss: 0.0312272 | val_loss: 0.0312281 | Time: 3929.28 ms [2021-11-10 16:09:43 main:574] : INFO : Epoch 1878 | loss: 0.031225 | val_loss: 0.0312264 | Time: 4009.44 ms [2021-11-10 16:09:47 main:574] : INFO : Epoch 1879 | loss: 0.0312249 | val_loss: 0.031228 | Time: 3939.88 ms [2021-11-10 16:09:51 main:574] : INFO : Epoch 1880 | loss: 0.0312253 | val_loss: 0.0312258 | Time: 3867.6 ms [2021-11-10 16:09:55 main:574] : INFO : Epoch 1881 | loss: 0.0312246 | val_loss: 0.0312263 | Time: 3911.06 ms [2021-11-10 16:09:59 main:574] : INFO : Epoch 1882 | loss: 0.0312242 | val_loss: 0.0312284 | Time: 3916.33 ms [2021-11-10 16:10:03 main:574] : INFO : Epoch 1883 | loss: 0.0312242 | val_loss: 0.0312261 | Time: 3936.91 ms [2021-11-10 16:10:07 main:574] : INFO : Epoch 1884 | loss: 0.0312241 | val_loss: 0.031226 | Time: 3876.15 ms [2021-11-10 16:10:10 main:574] : INFO : Epoch 1885 | loss: 0.0312244 | val_loss: 0.0312254 | Time: 3969.47 ms [2021-11-10 16:10:14 main:574] : INFO : Epoch 1886 | loss: 0.0312229 | val_loss: 0.0312255 | Time: 3814.07 ms [2021-11-10 16:10:18 main:574] : INFO : Epoch 1887 | loss: 0.0312233 | val_loss: 0.0312262 | Time: 3759.41 ms [2021-11-10 16:10:22 main:574] : INFO : Epoch 1888 | loss: 0.0312235 | val_loss: 0.0312257 | Time: 3924.77 ms [2021-11-10 16:10:26 main:574] : INFO : Epoch 1889 | loss: 0.031223 | val_loss: 0.031227 | Time: 3978.06 ms [2021-11-10 16:10:30 main:574] : INFO : Epoch 1890 | loss: 0.0312252 | val_loss: 0.031225 | Time: 4206.73 ms [2021-11-10 16:10:34 main:574] : INFO : Epoch 1891 | loss: 0.0312245 | val_loss: 0.0312281 | Time: 4071.83 ms [2021-11-10 16:10:38 main:574] : INFO : Epoch 1892 | loss: 0.0312251 | val_loss: 0.03123 | Time: 4104.23 ms [2021-11-10 16:10:43 main:574] : INFO : Epoch 1893 | loss: 0.031225 | val_loss: 0.0312251 | Time: 4111.51 ms [2021-11-10 16:10:47 main:574] : INFO : Epoch 1894 | loss: 0.031225 | val_loss: 0.0312244 | Time: 4129.74 ms [2021-11-10 16:10:51 main:574] : INFO : Epoch 1895 | loss: 0.0312245 | val_loss: 0.031225 | Time: 4112.99 ms [2021-11-10 16:10:55 main:574] : INFO : Epoch 1896 | loss: 0.031225 | val_loss: 0.0312264 | Time: 4134.28 ms [2021-11-10 16:10:59 main:574] : INFO : Epoch 1897 | loss: 0.0312244 | val_loss: 0.0312242 | Time: 4501.43 ms [2021-11-10 16:11:04 main:574] : INFO : Epoch 1898 | loss: 0.0312254 | val_loss: 0.0312254 | Time: 4074.42 ms [2021-11-10 16:11:08 main:574] : INFO : Epoch 1899 | loss: 0.0312252 | val_loss: 0.0312252 | Time: 4087 ms [2021-11-10 16:11:12 main:574] : INFO : Epoch 1900 | loss: 0.0312247 | val_loss: 0.0312252 | Time: 4147.26 ms [2021-11-10 16:11:16 main:574] : INFO : Epoch 1901 | loss: 0.0312258 | val_loss: 0.0312251 | Time: 4141.54 ms [2021-11-10 16:11:20 main:574] : INFO : Epoch 1902 | loss: 0.0312254 | val_loss: 0.0312246 | Time: 4019.34 ms [2021-11-10 16:11:24 main:574] : INFO : Epoch 1903 | loss: 0.0312249 | val_loss: 0.031224 | Time: 4111.12 ms [2021-11-10 16:11:28 main:574] : INFO : Epoch 1904 | loss: 0.0312241 | val_loss: 0.0312243 | Time: 4097.13 ms [2021-11-10 16:11:32 main:574] : INFO : Epoch 1905 | loss: 0.0312254 | val_loss: 0.0312352 | Time: 4118.66 ms [2021-11-10 16:11:37 main:574] : INFO : Epoch 1906 | loss: 0.0312272 | val_loss: 0.0312249 | Time: 4042.17 ms [2021-11-10 16:11:41 main:574] : INFO : Epoch 1907 | loss: 0.0312244 | val_loss: 0.0312254 | Time: 4132.22 ms [2021-11-10 16:11:45 main:574] : INFO : Epoch 1908 | loss: 0.0312241 | val_loss: 0.0312286 | Time: 4711.64 ms [2021-11-10 16:11:50 main:574] : INFO : Epoch 1909 | loss: 0.0312258 | val_loss: 0.0312257 | Time: 4418.38 ms [2021-11-10 16:11:54 main:574] : INFO : Epoch 1910 | loss: 0.0312256 | val_loss: 0.0312286 | Time: 4250.63 ms [2021-11-10 16:11:58 main:574] : INFO : Epoch 1911 | loss: 0.0312275 | val_loss: 0.0312301 | Time: 4327.33 ms [2021-11-10 16:12:03 main:574] : INFO : Epoch 1912 | loss: 0.0312282 | val_loss: 0.0312249 | Time: 4114.8 ms [2021-11-10 16:12:07 main:574] : INFO : Epoch 1913 | loss: 0.0312244 | val_loss: 0.0312252 | Time: 4091.13 ms [2021-11-10 16:12:11 main:574] : INFO : Epoch 1914 | loss: 0.0312235 | val_loss: 0.0312265 | Time: 4180.02 ms [2021-11-10 16:12:15 main:574] : INFO : Epoch 1915 | loss: 0.0312229 | val_loss: 0.0312251 | Time: 4152.62 ms [2021-11-10 16:12:19 main:574] : INFO : Epoch 1916 | loss: 0.0312226 | val_loss: 0.0312241 | Time: 4045.99 ms [2021-11-10 16:12:23 main:574] : INFO : Epoch 1917 | loss: 0.0312221 | val_loss: 0.0312244 | Time: 4127.27 ms [2021-11-10 16:12:27 main:574] : INFO : Epoch 1918 | loss: 0.0312219 | val_loss: 0.0312244 | Time: 4097.73 ms [2021-11-10 16:12:32 main:574] : INFO : Epoch 1919 | loss: 0.0312225 | val_loss: 0.031226 | Time: 4392.3 ms [2021-11-10 16:12:36 main:574] : INFO : Epoch 1920 | loss: 0.0312233 | val_loss: 0.0312307 | Time: 4098.28 ms [2021-11-10 16:12:40 main:574] : INFO : Epoch 1921 | loss: 0.0312259 | val_loss: 0.0312268 | Time: 4190.94 ms [2021-11-10 16:12:44 main:574] : INFO : Epoch 1922 | loss: 0.0312235 | val_loss: 0.0312247 | Time: 4204.44 ms [2021-11-10 16:12:48 main:574] : INFO : Epoch 1923 | loss: 0.0312225 | val_loss: 0.0312259 | Time: 4027.7 ms [2021-11-10 16:12:52 main:574] : INFO : Epoch 1924 | loss: 0.0312229 | val_loss: 0.0312244 | Time: 4065.44 ms [2021-11-10 16:12:57 main:574] : INFO : Epoch 1925 | loss: 0.031222 | val_loss: 0.0312244 | Time: 4100.46 ms [2021-11-10 16:13:01 main:574] : INFO : Epoch 1926 | loss: 0.031222 | val_loss: 0.0312258 | Time: 4018.18 ms [2021-11-10 16:13:05 main:574] : INFO : Epoch 1927 | loss: 0.031222 | val_loss: 0.0312266 | Time: 4075.36 ms [2021-11-10 16:13:09 main:574] : INFO : Epoch 1928 | loss: 0.0312242 | val_loss: 0.0312254 | Time: 4085.29 ms [2021-11-10 16:13:13 main:574] : INFO : Epoch 1929 | loss: 0.031224 | val_loss: 0.0312238 | Time: 4110.07 ms [2021-11-10 16:13:17 main:574] : INFO : Epoch 1930 | loss: 0.0312224 | val_loss: 0.0312244 | Time: 4108.6 ms [2021-11-10 16:13:21 main:574] : INFO : Epoch 1931 | loss: 0.0312217 | val_loss: 0.0312269 | Time: 4108.93 ms [2021-11-10 16:13:25 main:574] : INFO : Epoch 1932 | loss: 0.0312244 | val_loss: 0.0312281 | Time: 4063.65 ms [2021-11-10 16:13:29 main:574] : INFO : Epoch 1933 | loss: 0.0312266 | val_loss: 0.0312277 | Time: 4092.15 ms [2021-11-10 16:13:33 main:574] : INFO : Epoch 1934 | loss: 0.0312231 | val_loss: 0.0312261 | Time: 4205.68 ms [2021-11-10 16:13:38 main:574] : INFO : Epoch 1935 | loss: 0.0312227 | val_loss: 0.0312277 | Time: 4080.38 ms [2021-11-10 16:13:42 main:574] : INFO : Epoch 1936 | loss: 0.0312374 | val_loss: 0.0312509 | Time: 4130.99 ms [2021-11-10 16:13:46 main:574] : INFO : Epoch 1937 | loss: 0.0312443 | val_loss: 0.0312417 | Time: 4121.33 ms [2021-11-10 16:13:50 main:574] : INFO : Epoch 1938 | loss: 0.03124 | val_loss: 0.0312398 | Time: 4123.09 ms [2021-11-10 16:13:54 main:574] : INFO : Epoch 1939 | loss: 0.0312396 | val_loss: 0.0312399 | Time: 4177.3 ms [2021-11-10 16:13:58 main:574] : INFO : Epoch 1940 | loss: 0.0312393 | val_loss: 0.0312414 | Time: 4117.82 ms [2021-11-10 16:14:02 main:574] : INFO : Epoch 1941 | loss: 0.0312407 | val_loss: 0.0312424 | Time: 4102.92 ms [2021-11-10 16:14:07 main:574] : INFO : Epoch 1942 | loss: 0.0312404 | val_loss: 0.0312404 | Time: 4061.15 ms [2021-11-10 16:14:11 main:574] : INFO : Epoch 1943 | loss: 0.0312383 | val_loss: 0.0312379 | Time: 4159.39 ms [2021-11-10 16:14:15 main:574] : INFO : Epoch 1944 | loss: 0.0312362 | val_loss: 0.0312383 | Time: 4154.46 ms [2021-11-10 16:14:19 main:574] : INFO : Epoch 1945 | loss: 0.0312373 | val_loss: 0.0312377 | Time: 4238.61 ms [2021-11-10 16:14:23 main:574] : INFO : Epoch 1946 | loss: 0.0312368 | val_loss: 0.031236 | Time: 4173.32 ms [2021-11-10 16:14:28 main:574] : INFO : Epoch 1947 | loss: 0.0312353 | val_loss: 0.031236 | Time: 4191.26 ms [2021-11-10 16:14:31 main:574] : INFO : Epoch 1948 | loss: 0.031235 | val_loss: 0.0312346 | Time: 3904.25 ms [2021-11-10 16:14:35 main:574] : INFO : Epoch 1949 | loss: 0.0312342 | val_loss: 0.0312337 | Time: 3798.31 ms [2021-11-10 16:14:39 main:574] : INFO : Epoch 1950 | loss: 0.0312342 | val_loss: 0.0312328 | Time: 3902.8 ms [2021-11-10 16:14:43 main:574] : INFO : Epoch 1951 | loss: 0.0312343 | val_loss: 0.0312332 | Time: 3899.62 ms [2021-11-10 16:14:47 main:574] : INFO : Epoch 1952 | loss: 0.0312369 | val_loss: 0.0312339 | Time: 3894.59 ms [2021-11-10 16:14:51 main:574] : INFO : Epoch 1953 | loss: 0.0312366 | val_loss: 0.0312324 | Time: 3829.42 ms [2021-11-10 16:14:55 main:574] : INFO : Epoch 1954 | loss: 0.0312344 | val_loss: 0.0312314 | Time: 3888.63 ms [2021-11-10 16:14:59 main:574] : INFO : Epoch 1955 | loss: 0.0312351 | val_loss: 0.0312331 | Time: 3875.47 ms [2021-11-10 16:15:03 main:574] : INFO : Epoch 1956 | loss: 0.0312336 | val_loss: 0.0312318 | Time: 3993.06 ms [2021-11-10 16:15:06 main:574] : INFO : Epoch 1957 | loss: 0.031234 | val_loss: 0.0312316 | Time: 3858.53 ms [2021-11-10 16:15:10 main:574] : INFO : Epoch 1958 | loss: 0.0312347 | val_loss: 0.031242 | Time: 3912.66 ms [2021-11-10 16:15:14 main:574] : INFO : Epoch 1959 | loss: 0.0312343 | val_loss: 0.0312304 | Time: 3836.96 ms [2021-11-10 16:15:18 main:574] : INFO : Epoch 1960 | loss: 0.0312319 | val_loss: 0.0312299 | Time: 3858.78 ms [2021-11-10 16:15:22 main:574] : INFO : Epoch 1961 | loss: 0.0312319 | val_loss: 0.0312307 | Time: 3814.8 ms [2021-11-10 16:15:26 main:574] : INFO : Epoch 1962 | loss: 0.0312322 | val_loss: 0.0312317 | Time: 3847.35 ms [2021-11-10 16:15:30 main:574] : INFO : Epoch 1963 | loss: 0.0312316 | val_loss: 0.0312294 | Time: 4057.36 ms [2021-11-10 16:15:34 main:574] : INFO : Epoch 1964 | loss: 0.0312312 | val_loss: 0.0312309 | Time: 4104.17 ms [2021-11-10 16:15:38 main:574] : INFO : Epoch 1965 | loss: 0.0312316 | val_loss: 0.0312301 | Time: 4161.54 ms [2021-11-10 16:15:42 main:574] : INFO : Epoch 1966 | loss: 0.0312318 | val_loss: 0.0312325 | Time: 4019.35 ms [2021-11-10 16:15:46 main:574] : INFO : Epoch 1967 | loss: 0.0312312 | val_loss: 0.0312289 | Time: 4180.89 ms [2021-11-10 16:15:50 main:574] : INFO : Epoch 1968 | loss: 0.03123 | val_loss: 0.0312306 | Time: 4089.69 ms [2021-11-10 16:15:55 main:574] : INFO : Epoch 1969 | loss: 0.031231 | val_loss: 0.0312284 | Time: 4144.18 ms [2021-11-10 16:15:59 main:574] : INFO : Epoch 1970 | loss: 0.0312293 | val_loss: 0.0312282 | Time: 4103.74 ms [2021-11-10 16:16:03 main:574] : INFO : Epoch 1971 | loss: 0.0312298 | val_loss: 0.0312294 | Time: 4151.54 ms [2021-11-10 16:16:07 main:574] : INFO : Epoch 1972 | loss: 0.0312293 | val_loss: 0.0312278 | Time: 4337.72 ms [2021-11-10 16:16:11 main:574] : INFO : Epoch 1973 | loss: 0.0312296 | val_loss: 0.0312289 | Time: 4053.92 ms [2021-11-10 16:16:15 main:574] : INFO : Epoch 1974 | loss: 0.0312287 | val_loss: 0.0312274 | Time: 4095.39 ms [2021-11-10 16:16:20 main:574] : INFO : Epoch 1975 | loss: 0.0312295 | val_loss: 0.03123 | Time: 4086.44 ms [2021-11-10 16:16:24 main:574] : INFO : Epoch 1976 | loss: 0.0312288 | val_loss: 0.031227 | Time: 4095.11 ms [2021-11-10 16:16:28 main:574] : INFO : Epoch 1977 | loss: 0.0312294 | val_loss: 0.031228 | Time: 4179.6 ms [2021-11-10 16:16:32 main:574] : INFO : Epoch 1978 | loss: 0.0312308 | val_loss: 0.0312313 | Time: 4164.09 ms [2021-11-10 16:16:36 main:574] : INFO : Epoch 1979 | loss: 0.0312306 | val_loss: 0.0312269 | Time: 4105.63 ms [2021-11-10 16:16:40 main:574] : INFO : Epoch 1980 | loss: 0.0312285 | val_loss: 0.0312289 | Time: 4099.94 ms [2021-11-10 16:16:45 main:574] : INFO : Epoch 1981 | loss: 0.0312292 | val_loss: 0.0312269 | Time: 4277.32 ms [2021-11-10 16:16:49 main:574] : INFO : Epoch 1982 | loss: 0.0312288 | val_loss: 0.0312332 | Time: 4637.77 ms [2021-11-10 16:16:53 main:574] : INFO : Epoch 1983 | loss: 0.0312291 | val_loss: 0.0312272 | Time: 4084.61 ms [2021-11-10 16:16:57 main:574] : INFO : Epoch 1984 | loss: 0.0312276 | val_loss: 0.0312267 | Time: 4090.95 ms [2021-11-10 16:17:01 main:574] : INFO : Epoch 1985 | loss: 0.0312275 | val_loss: 0.0312302 | Time: 4056.24 ms [2021-11-10 16:17:06 main:574] : INFO : Epoch 1986 | loss: 0.0312276 | val_loss: 0.0312289 | Time: 4052.11 ms [2021-11-10 16:17:10 main:574] : INFO : Epoch 1987 | loss: 0.0312281 | val_loss: 0.0312266 | Time: 4032.19 ms [2021-11-10 16:17:14 main:574] : INFO : Epoch 1988 | loss: 0.031232 | val_loss: 0.031233 | Time: 4226.79 ms [2021-11-10 16:17:18 main:574] : INFO : Epoch 1989 | loss: 0.0312327 | val_loss: 0.031234 | Time: 4091.67 ms [2021-11-10 16:17:22 main:574] : INFO : Epoch 1990 | loss: 0.031232 | val_loss: 0.0312288 | Time: 4091.87 ms [2021-11-10 16:17:26 main:574] : INFO : Epoch 1991 | loss: 0.0312271 | val_loss: 0.0312261 | Time: 4043.8 ms [2021-11-10 16:17:30 main:574] : INFO : Epoch 1992 | loss: 0.0312273 | val_loss: 0.0312287 | Time: 4067.02 ms [2021-11-10 16:17:34 main:574] : INFO : Epoch 1993 | loss: 0.031227 | val_loss: 0.0312332 | Time: 4064.9 ms [2021-11-10 16:17:38 main:574] : INFO : Epoch 1994 | loss: 0.0312273 | val_loss: 0.0312272 | Time: 4140.75 ms [2021-11-10 16:17:42 main:574] : INFO : Epoch 1995 | loss: 0.0312262 | val_loss: 0.0312257 | Time: 4053.63 ms [2021-11-10 16:17:47 main:574] : INFO : Epoch 1996 | loss: 0.031229 | val_loss: 0.0312338 | Time: 4049.8 ms [2021-11-10 16:17:51 main:574] : INFO : Epoch 1997 | loss: 0.0312305 | val_loss: 0.0312274 | Time: 4107.06 ms [2021-11-10 16:17:55 main:574] : INFO : Epoch 1998 | loss: 0.0312287 | val_loss: 0.0312258 | Time: 4220.55 ms [2021-11-10 16:17:59 main:574] : INFO : Epoch 1999 | loss: 0.0312264 | val_loss: 0.0312259 | Time: 4099.76 ms [2021-11-10 16:18:03 main:574] : INFO : Epoch 2000 | loss: 0.0312281 | val_loss: 0.031229 | Time: 4053.47 ms [2021-11-10 16:18:07 main:574] : INFO : Epoch 2001 | loss: 0.0312268 | val_loss: 0.0312257 | Time: 4012.72 ms [2021-11-10 16:18:11 main:574] : INFO : Epoch 2002 | loss: 0.0312272 | val_loss: 0.0312281 | Time: 3981.39 ms [2021-11-10 16:18:15 main:574] : INFO : Epoch 2003 | loss: 0.0312292 | val_loss: 0.0312282 | Time: 4151.3 ms [2021-11-10 16:18:19 main:574] : INFO : Epoch 2004 | loss: 0.0312272 | val_loss: 0.0312262 | Time: 4223.5 ms [2021-11-10 16:18:24 main:574] : INFO : Epoch 2005 | loss: 0.0312291 | val_loss: 0.0312359 | Time: 4293.17 ms [2021-11-10 16:18:28 main:574] : INFO : Epoch 2006 | loss: 0.0312281 | val_loss: 0.0312261 | Time: 4436.85 ms [2021-11-10 16:18:32 main:574] : INFO : Epoch 2007 | loss: 0.0312259 | val_loss: 0.0312251 | Time: 4278.6 ms [2021-11-10 16:18:37 main:574] : INFO : Epoch 2008 | loss: 0.0312293 | val_loss: 0.0312268 | Time: 4120 ms [2021-11-10 16:18:41 main:574] : INFO : Epoch 2009 | loss: 0.0312273 | val_loss: 0.0312265 | Time: 4099.6 ms [2021-11-10 16:18:45 main:574] : INFO : Epoch 2010 | loss: 0.0312284 | val_loss: 0.0312268 | Time: 4116.83 ms [2021-11-10 16:18:49 main:574] : INFO : Epoch 2011 | loss: 0.0312285 | val_loss: 0.0312264 | Time: 4131.26 ms [2021-11-10 16:18:53 main:574] : INFO : Epoch 2012 | loss: 0.0312255 | val_loss: 0.0312251 | Time: 4089.63 ms [2021-11-10 16:18:57 main:574] : INFO : Epoch 2013 | loss: 0.0312261 | val_loss: 0.0312269 | Time: 4195.14 ms [2021-11-10 16:19:02 main:574] : INFO : Epoch 2014 | loss: 0.0312256 | val_loss: 0.0312269 | Time: 4252.18 ms [2021-11-10 16:19:06 main:574] : INFO : Epoch 2015 | loss: 0.0312252 | val_loss: 0.0312242 | Time: 4193.51 ms [2021-11-10 16:19:10 main:574] : INFO : Epoch 2016 | loss: 0.0312255 | val_loss: 0.0312298 | Time: 4145.11 ms [2021-11-10 16:19:14 main:574] : INFO : Epoch 2017 | loss: 0.0312277 | val_loss: 0.0312266 | Time: 4197.6 ms [2021-11-10 16:19:19 main:574] : INFO : Epoch 2018 | loss: 0.0312269 | val_loss: 0.0312246 | Time: 4393.52 ms [2021-11-10 16:19:23 main:574] : INFO : Epoch 2019 | loss: 0.0312255 | val_loss: 0.0312271 | Time: 4092.27 ms [2021-11-10 16:19:27 main:574] : INFO : Epoch 2020 | loss: 0.0312253 | val_loss: 0.0312247 | Time: 4190.17 ms [2021-11-10 16:19:31 main:574] : INFO : Epoch 2021 | loss: 0.0312249 | val_loss: 0.0312242 | Time: 4096.3 ms [2021-11-10 16:19:35 main:574] : INFO : Epoch 2022 | loss: 0.0312249 | val_loss: 0.0312301 | Time: 4166.82 ms [2021-11-10 16:19:39 main:574] : INFO : Epoch 2023 | loss: 0.0312269 | val_loss: 0.0312245 | Time: 4163.93 ms [2021-11-10 16:19:44 main:574] : INFO : Epoch 2024 | loss: 0.0312249 | val_loss: 0.0312244 | Time: 4147.24 ms [2021-11-10 16:19:48 main:574] : INFO : Epoch 2025 | loss: 0.0312269 | val_loss: 0.0312248 | Time: 4122.92 ms [2021-11-10 16:19:52 main:574] : INFO : Epoch 2026 | loss: 0.0312262 | val_loss: 0.0312243 | Time: 4117.93 ms [2021-11-10 16:19:56 main:574] : INFO : Epoch 2027 | loss: 0.0312254 | val_loss: 0.0312248 | Time: 4070.64 ms [2021-11-10 16:20:00 main:574] : INFO : Epoch 2028 | loss: 0.0312258 | val_loss: 0.0312276 | Time: 4145.36 ms [2021-11-10 16:20:04 main:574] : INFO : Epoch 2029 | loss: 0.031225 | val_loss: 0.031224 | Time: 4157.43 ms [2021-11-10 16:20:08 main:574] : INFO : Epoch 2030 | loss: 0.0312249 | val_loss: 0.031225 | Time: 4036.7 ms [2021-11-10 16:20:12 main:574] : INFO : Epoch 2031 | loss: 0.0312282 | val_loss: 0.0312464 | Time: 4069.85 ms [2021-11-10 16:20:17 main:574] : INFO : Epoch 2032 | loss: 0.0312372 | val_loss: 0.0312398 | Time: 4172.39 ms [2021-11-10 16:20:21 main:574] : INFO : Epoch 2033 | loss: 0.0312311 | val_loss: 0.0312255 | Time: 4110.58 ms [2021-11-10 16:20:25 main:574] : INFO : Epoch 2034 | loss: 0.0312252 | val_loss: 0.0312239 | Time: 4097.08 ms [2021-11-10 16:20:29 main:574] : INFO : Epoch 2035 | loss: 0.0312256 | val_loss: 0.0312245 | Time: 4051.05 ms [2021-11-10 16:20:33 main:574] : INFO : Epoch 2036 | loss: 0.0312269 | val_loss: 0.0312261 | Time: 3894.75 ms [2021-11-10 16:20:37 main:574] : INFO : Epoch 2037 | loss: 0.0312271 | val_loss: 0.0312247 | Time: 4233.17 ms [2021-11-10 16:20:41 main:574] : INFO : Epoch 2038 | loss: 0.0312257 | val_loss: 0.0312316 | Time: 3934.19 ms [2021-11-10 16:20:45 main:574] : INFO : Epoch 2039 | loss: 0.0312256 | val_loss: 0.0312235 | Time: 3895.39 ms [2021-11-10 16:20:49 main:574] : INFO : Epoch 2040 | loss: 0.0312241 | val_loss: 0.0312235 | Time: 3960.05 ms [2021-11-10 16:20:53 main:574] : INFO : Epoch 2041 | loss: 0.0312241 | val_loss: 0.0312233 | Time: 3765.16 ms [2021-11-10 16:20:57 main:574] : INFO : Epoch 2042 | loss: 0.0312241 | val_loss: 0.0312244 | Time: 3962.4 ms [2021-11-10 16:21:01 main:574] : INFO : Epoch 2043 | loss: 0.0312248 | val_loss: 0.0312287 | Time: 4015.82 ms [2021-11-10 16:21:05 main:574] : INFO : Epoch 2044 | loss: 0.031226 | val_loss: 0.0312241 | Time: 3894.88 ms [2021-11-10 16:21:08 main:574] : INFO : Epoch 2045 | loss: 0.0312247 | val_loss: 0.0312239 | Time: 3955.82 ms [2021-11-10 16:21:12 main:574] : INFO : Epoch 2046 | loss: 0.0312247 | val_loss: 0.0312238 | Time: 3898.49 ms [2021-11-10 16:21:16 main:574] : INFO : Epoch 2047 | loss: 0.0312248 | val_loss: 0.0312255 | Time: 3923.52 ms [2021-11-10 16:21:20 main:574] : INFO : Epoch 2048 | loss: 0.0312244 | val_loss: 0.0312258 | Time: 3831.64 ms [2021-11-10 16:21:20 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312258 [2021-11-10 16:21:20 main:603] : INFO : Saving end state to config to file [2021-11-10 16:21:20 main:608] : INFO : Success, exiting.. 16:21:20 (1252): 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)