Task 11041335
| Name | ParityModified-1639961605-1575-2-0_0 |
| Workunit | 8328029 |
| Created | 25 Jan 2022, 9:23:52 UTC |
| Sent | 10 Feb 2022, 5:54:45 UTC |
| Report deadline | 18 Feb 2022, 5:54:45 UTC |
| Received | 10 Feb 2022, 8:39:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11606 |
| Run time | 2 hours 44 min 30 sec |
| CPU time | 2 hours 43 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,339.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.96 GB |
| Peak swap size | 4.76 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.031235 | val_loss: 0.0312391 | Time: 3855.38 ms
[2022-02-10 09:07:00 main:574] : INFO : Epoch 1543 | loss: 0.0312374 | val_loss: 0.031235 | Time: 3809.31 ms
[2022-02-10 09:07:04 main:574] : INFO : Epoch 1544 | loss: 0.0312371 | val_loss: 0.0312363 | Time: 3889.27 ms
[2022-02-10 09:07:08 main:574] : INFO : Epoch 1545 | loss: 0.0312353 | val_loss: 0.0312339 | Time: 3837.36 ms
[2022-02-10 09:07:12 main:574] : INFO : Epoch 1546 | loss: 0.0312333 | val_loss: 0.0312336 | Time: 3877.21 ms
[2022-02-10 09:07:16 main:574] : INFO : Epoch 1547 | loss: 0.0312336 | val_loss: 0.0312334 | Time: 3840.04 ms
[2022-02-10 09:07:20 main:574] : INFO : Epoch 1548 | loss: 0.0312338 | val_loss: 0.0312376 | Time: 3842.67 ms
[2022-02-10 09:07:24 main:574] : INFO : Epoch 1549 | loss: 0.0312346 | val_loss: 0.0312335 | Time: 3856.86 ms
[2022-02-10 09:07:27 main:574] : INFO : Epoch 1550 | loss: 0.0312339 | val_loss: 0.0312331 | Time: 3891.92 ms
[2022-02-10 09:07:31 main:574] : INFO : Epoch 1551 | loss: 0.0312351 | val_loss: 0.0312363 | Time: 3877.3 ms
[2022-02-10 09:07:35 main:574] : INFO : Epoch 1552 | loss: 0.0312341 | val_loss: 0.0312334 | Time: 3860.29 ms
[2022-02-10 09:07:39 main:574] : INFO : Epoch 1553 | loss: 0.0312338 | val_loss: 0.0312343 | Time: 3830.75 ms
[2022-02-10 09:07:43 main:574] : INFO : Epoch 1554 | loss: 0.0312336 | val_loss: 0.0312333 | Time: 3825.26 ms
[2022-02-10 09:07:47 main:574] : INFO : Epoch 1555 | loss: 0.0312344 | val_loss: 0.0312339 | Time: 3795.25 ms
[2022-02-10 09:07:51 main:574] : INFO : Epoch 1556 | loss: 0.0312335 | val_loss: 0.0312331 | Time: 3832.99 ms
[2022-02-10 09:07:54 main:574] : INFO : Epoch 1557 | loss: 0.0312336 | val_loss: 0.0312345 | Time: 3870.06 ms
[2022-02-10 09:07:58 main:574] : INFO : Epoch 1558 | loss: 0.0312333 | val_loss: 0.0312333 | Time: 3871.8 ms
[2022-02-10 09:08:02 main:574] : INFO : Epoch 1559 | loss: 0.0312351 | val_loss: 0.0312344 | Time: 3856.15 ms
[2022-02-10 09:08:06 main:574] : INFO : Epoch 1560 | loss: 0.0312334 | val_loss: 0.0312332 | Time: 3825.6 ms
[2022-02-10 09:08:10 main:574] : INFO : Epoch 1561 | loss: 0.0312329 | val_loss: 0.0312332 | Time: 3859.14 ms
[2022-02-10 09:08:14 main:574] : INFO : Epoch 1562 | loss: 0.0312333 | val_loss: 0.0312332 | Time: 3834.49 ms
[2022-02-10 09:08:17 main:574] : INFO : Epoch 1563 | loss: 0.0312329 | val_loss: 0.0312341 | Time: 3819.26 ms
[2022-02-10 09:08:21 main:574] : INFO : Epoch 1564 | loss: 0.0312333 | val_loss: 0.0312332 | Time: 3809.57 ms
[2022-02-10 09:08:25 main:574] : INFO : Epoch 1565 | loss: 0.0312336 | val_loss: 0.0312335 | Time: 3850.66 ms
[2022-02-10 09:08:29 main:574] : INFO : Epoch 1566 | loss: 0.031234 | val_loss: 0.0312351 | Time: 3797.72 ms
[2022-02-10 09:08:33 main:574] : INFO : Epoch 1567 | loss: 0.0312357 | val_loss: 0.0312378 | Time: 3806.73 ms
[2022-02-10 09:08:37 main:574] : INFO : Epoch 1568 | loss: 0.0312347 | val_loss: 0.0312337 | Time: 3859.25 ms
[2022-02-10 09:08:40 main:574] : INFO : Epoch 1569 | loss: 0.0312345 | val_loss: 0.0312377 | Time: 3841.35 ms
[2022-02-10 09:08:44 main:574] : INFO : Epoch 1570 | loss: 0.0312344 | val_loss: 0.0312351 | Time: 3853.36 ms
[2022-02-10 09:08:48 main:574] : INFO : Epoch 1571 | loss: 0.0312339 | val_loss: 0.0312334 | Time: 3874.91 ms
[2022-02-10 09:08:52 main:574] : INFO : Epoch 1572 | loss: 0.0312333 | val_loss: 0.0312345 | Time: 3824.13 ms
[2022-02-10 09:08:56 main:574] : INFO : Epoch 1573 | loss: 0.0312338 | val_loss: 0.0312339 | Time: 3836.12 ms
[2022-02-10 09:09:00 main:574] : INFO : Epoch 1574 | loss: 0.0312333 | val_loss: 0.0312338 | Time: 3895.71 ms
[2022-02-10 09:09:04 main:574] : INFO : Epoch 1575 | loss: 0.0312333 | val_loss: 0.0312338 | Time: 3853.03 ms
[2022-02-10 09:09:07 main:574] : INFO : Epoch 1576 | loss: 0.0312336 | val_loss: 0.0312334 | Time: 3849.28 ms
[2022-02-10 09:09:11 main:574] : INFO : Epoch 1577 | loss: 0.0312333 | val_loss: 0.0312331 | Time: 3794.82 ms
[2022-02-10 09:09:15 main:574] : INFO : Epoch 1578 | loss: 0.0312342 | val_loss: 0.031236 | Time: 3838.77 ms
[2022-02-10 09:09:19 main:574] : INFO : Epoch 1579 | loss: 0.0312352 | val_loss: 0.0312366 | Time: 4239.23 ms
[2022-02-10 09:09:23 main:574] : INFO : Epoch 1580 | loss: 0.0312332 | val_loss: 0.0312335 | Time: 3897.87 ms
[2022-02-10 09:09:27 main:574] : INFO : Epoch 1581 | loss: 0.031233 | val_loss: 0.0312338 | Time: 3876.17 ms
[2022-02-10 09:09:31 main:574] : INFO : Epoch 1582 | loss: 0.0312333 | val_loss: 0.0312335 | Time: 3808.75 ms
[2022-02-10 09:09:35 main:574] : INFO : Epoch 1583 | loss: 0.0312337 | val_loss: 0.0312336 | Time: 3882.18 ms
[2022-02-10 09:09:39 main:574] : INFO : Epoch 1584 | loss: 0.0312355 | val_loss: 0.0312376 | Time: 3877.14 ms
[2022-02-10 09:09:43 main:574] : INFO : Epoch 1585 | loss: 0.0312371 | val_loss: 0.0312341 | Time: 3847.6 ms
[2022-02-10 09:09:46 main:574] : INFO : Epoch 1586 | loss: 0.0312353 | val_loss: 0.0312358 | Time: 3874.8 ms
[2022-02-10 09:09:50 main:574] : INFO : Epoch 1587 | loss: 0.0312355 | val_loss: 0.0312393 | Time: 3845.22 ms
[2022-02-10 09:09:54 main:574] : INFO : Epoch 1588 | loss: 0.0312333 | val_loss: 0.0312339 | Time: 3855.76 ms
[2022-02-10 09:09:58 main:574] : INFO : Epoch 1589 | loss: 0.0312333 | val_loss: 0.0312346 | Time: 3870.71 ms
[2022-02-10 09:10:02 main:574] : INFO : Epoch 1590 | loss: 0.0312339 | val_loss: 0.0312331 | Time: 3886.93 ms
[2022-02-10 09:10:06 main:574] : INFO : Epoch 1591 | loss: 0.031233 | val_loss: 0.0312333 | Time: 3835.79 ms
[2022-02-10 09:10:10 main:574] : INFO : Epoch 1592 | loss: 0.0312333 | val_loss: 0.0312337 | Time: 3819.57 ms
[2022-02-10 09:10:13 main:574] : INFO : Epoch 1593 | loss: 0.0312335 | val_loss: 0.0312331 | Time: 3867.98 ms
[2022-02-10 09:10:17 main:574] : INFO : Epoch 1594 | loss: 0.031233 | val_loss: 0.0312332 | Time: 3861.14 ms
[2022-02-10 09:10:21 main:574] : INFO : Epoch 1595 | loss: 0.0312339 | val_loss: 0.0312353 | Time: 3843.49 ms
[2022-02-10 09:10:25 main:574] : INFO : Epoch 1596 | loss: 0.0312341 | val_loss: 0.0312336 | Time: 3825.94 ms
[2022-02-10 09:10:29 main:574] : INFO : Epoch 1597 | loss: 0.0312347 | val_loss: 0.0312332 | Time: 3810.28 ms
[2022-02-10 09:10:33 main:574] : INFO : Epoch 1598 | loss: 0.0312343 | val_loss: 0.0312339 | Time: 3815.93 ms
[2022-02-10 09:10:36 main:574] : INFO : Epoch 1599 | loss: 0.031233 | val_loss: 0.0312337 | Time: 3835.87 ms
[2022-02-10 09:10:40 main:574] : INFO : Epoch 1600 | loss: 0.0312332 | val_loss: 0.031234 | Time: 3843.93 ms
[2022-02-10 09:10:44 main:574] : INFO : Epoch 1601 | loss: 0.0312343 | val_loss: 0.0312337 | Time: 3840.36 ms
[2022-02-10 09:10:48 main:574] : INFO : Epoch 1602 | loss: 0.0312331 | val_loss: 0.0312366 | Time: 3833.47 ms
[2022-02-10 09:10:52 main:574] : INFO : Epoch 1603 | loss: 0.0312355 | val_loss: 0.0312341 | Time: 3828.82 ms
[2022-02-10 09:10:56 main:574] : INFO : Epoch 1604 | loss: 0.0312346 | val_loss: 0.0312382 | Time: 3845.98 ms
[2022-02-10 09:10:59 main:574] : INFO : Epoch 1605 | loss: 0.0312363 | val_loss: 0.0312334 | Time: 3872.02 ms
[2022-02-10 09:11:03 main:574] : INFO : Epoch 1606 | loss: 0.031237 | val_loss: 0.031238 | Time: 3824.22 ms
[2022-02-10 09:11:07 main:574] : INFO : Epoch 1607 | loss: 0.0312358 | val_loss: 0.031234 | Time: 3869.72 ms
[2022-02-10 09:11:11 main:574] : INFO : Epoch 1608 | loss: 0.0312332 | val_loss: 0.0312333 | Time: 3809.22 ms
[2022-02-10 09:11:15 main:574] : INFO : Epoch 1609 | loss: 0.0312337 | val_loss: 0.031237 | Time: 3858.46 ms
[2022-02-10 09:11:19 main:574] : INFO : Epoch 1610 | loss: 0.0312343 | val_loss: 0.0312371 | Time: 3849.18 ms
[2022-02-10 09:11:23 main:574] : INFO : Epoch 1611 | loss: 0.0312348 | val_loss: 0.0312358 | Time: 3825.64 ms
[2022-02-10 09:11:26 main:574] : INFO : Epoch 1612 | loss: 0.0312339 | val_loss: 0.0312337 | Time: 3809.45 ms
[2022-02-10 09:11:30 main:574] : INFO : Epoch 1613 | loss: 0.0312334 | val_loss: 0.0312331 | Time: 3861.34 ms
[2022-02-10 09:11:34 main:574] : INFO : Epoch 1614 | loss: 0.031234 | val_loss: 0.0312335 | Time: 3838.35 ms
[2022-02-10 09:11:38 main:574] : INFO : Epoch 1615 | loss: 0.0312333 | val_loss: 0.0312347 | Time: 3837.9 ms
[2022-02-10 09:11:42 main:574] : INFO : Epoch 1616 | loss: 0.0312337 | val_loss: 0.031233 | Time: 3862.98 ms
[2022-02-10 09:11:46 main:574] : INFO : Epoch 1617 | loss: 0.0312332 | val_loss: 0.0312332 | Time: 3806.9 ms
[2022-02-10 09:11:49 main:574] : INFO : Epoch 1618 | loss: 0.031235 | val_loss: 0.0312334 | Time: 3810.83 ms
[2022-02-10 09:11:53 main:574] : INFO : Epoch 1619 | loss: 0.0312329 | val_loss: 0.0312336 | Time: 3880.57 ms
[2022-02-10 09:11:57 main:574] : INFO : Epoch 1620 | loss: 0.0312334 | val_loss: 0.0312345 | Time: 3794.49 ms
[2022-02-10 09:12:01 main:574] : INFO : Epoch 1621 | loss: 0.0312344 | val_loss: 0.0312341 | Time: 3859.54 ms
[2022-02-10 09:12:05 main:574] : INFO : Epoch 1622 | loss: 0.0312349 | val_loss: 0.0312366 | Time: 3873.99 ms
[2022-02-10 09:12:09 main:574] : INFO : Epoch 1623 | loss: 0.0312372 | val_loss: 0.03124 | Time: 3867.76 ms
[2022-02-10 09:12:13 main:574] : INFO : Epoch 1624 | loss: 0.0312372 | val_loss: 0.0312367 | Time: 3879.39 ms
[2022-02-10 09:12:16 main:574] : INFO : Epoch 1625 | loss: 0.0312356 | val_loss: 0.0312339 | Time: 3808.79 ms
[2022-02-10 09:12:20 main:574] : INFO : Epoch 1626 | loss: 0.0312334 | val_loss: 0.0312334 | Time: 3813.27 ms
[2022-02-10 09:12:24 main:574] : INFO : Epoch 1627 | loss: 0.0312339 | val_loss: 0.0312362 | Time: 3881.25 ms
[2022-02-10 09:12:28 main:574] : INFO : Epoch 1628 | loss: 0.0312363 | val_loss: 0.0312368 | Time: 4431.58 ms
[2022-02-10 09:12:32 main:574] : INFO : Epoch 1629 | loss: 0.0312361 | val_loss: 0.0312333 | Time: 3845.87 ms
[2022-02-10 09:12:36 main:574] : INFO : Epoch 1630 | loss: 0.0312337 | val_loss: 0.0312347 | Time: 3850.38 ms
[2022-02-10 09:12:40 main:574] : INFO : Epoch 1631 | loss: 0.0312333 | val_loss: 0.0312332 | Time: 3892.24 ms
[2022-02-10 09:12:44 main:574] : INFO : Epoch 1632 | loss: 0.0312346 | val_loss: 0.0312335 | Time: 3853.12 ms
[2022-02-10 09:12:48 main:574] : INFO : Epoch 1633 | loss: 0.0312338 | val_loss: 0.0312407 | Time: 3852.48 ms
[2022-02-10 09:12:52 main:574] : INFO : Epoch 1634 | loss: 0.031236 | val_loss: 0.0312374 | Time: 3876 ms
[2022-02-10 09:12:55 main:574] : INFO : Epoch 1635 | loss: 0.0312351 | val_loss: 0.0312338 | Time: 3864.47 ms
[2022-02-10 09:12:59 main:574] : INFO : Epoch 1636 | loss: 0.0312336 | val_loss: 0.0312347 | Time: 3812.58 ms
[2022-02-10 09:13:03 main:574] : INFO : Epoch 1637 | loss: 0.0312345 | val_loss: 0.0312339 | Time: 3885.11 ms
[2022-02-10 09:13:07 main:574] : INFO : Epoch 1638 | loss: 0.031234 | val_loss: 0.0312343 | Time: 3847.07 ms
[2022-02-10 09:13:11 main:574] : INFO : Epoch 1639 | loss: 0.0312336 | val_loss: 0.0312373 | Time: 3865.59 ms
[2022-02-10 09:13:15 main:574] : INFO : Epoch 1640 | loss: 0.0312353 | val_loss: 0.0312355 | Time: 3852.89 ms
[2022-02-10 09:13:19 main:574] : INFO : Epoch 1641 | loss: 0.0312355 | val_loss: 0.0312355 | Time: 3873.54 ms
[2022-02-10 09:13:23 main:574] : INFO : Epoch 1642 | loss: 0.0312335 | val_loss: 0.0312336 | Time: 3854.81 ms
[2022-02-10 09:13:26 main:574] : INFO : Epoch 1643 | loss: 0.0312333 | val_loss: 0.0312335 | Time: 3905.57 ms
[2022-02-10 09:13:30 main:574] : INFO : Epoch 1644 | loss: 0.0312335 | val_loss: 0.0312342 | Time: 3849.52 ms
[2022-02-10 09:13:34 main:574] : INFO : Epoch 1645 | loss: 0.0312333 | val_loss: 0.0312335 | Time: 3842.18 ms
[2022-02-10 09:13:38 main:574] : INFO : Epoch 1646 | loss: 0.0312336 | val_loss: 0.0312348 | Time: 3809.9 ms
[2022-02-10 09:13:42 main:574] : INFO : Epoch 1647 | loss: 0.031233 | val_loss: 0.0312359 | Time: 3864.04 ms
[2022-02-10 09:13:46 main:574] : INFO : Epoch 1648 | loss: 0.0312339 | val_loss: 0.0312331 | Time: 3872.82 ms
[2022-02-10 09:13:50 main:574] : INFO : Epoch 1649 | loss: 0.0312334 | val_loss: 0.0312334 | Time: 3855.53 ms
[2022-02-10 09:13:53 main:574] : INFO : Epoch 1650 | loss: 0.0312334 | val_loss: 0.0312337 | Time: 3820.04 ms
[2022-02-10 09:13:57 main:574] : INFO : Epoch 1651 | loss: 0.0312332 | val_loss: 0.0312334 | Time: 3834.86 ms
[2022-02-10 09:14:01 main:574] : INFO : Epoch 1652 | loss: 0.0312334 | val_loss: 0.031233 | Time: 3836.34 ms
[2022-02-10 09:14:05 main:574] : INFO : Epoch 1653 | loss: 0.0312336 | val_loss: 0.0312335 | Time: 3849.93 ms
[2022-02-10 09:14:09 main:574] : INFO : Epoch 1654 | loss: 0.0312337 | val_loss: 0.0312365 | Time: 3836.41 ms
[2022-02-10 09:14:13 main:574] : INFO : Epoch 1655 | loss: 0.0312346 | val_loss: 0.0312332 | Time: 3804.64 ms
[2022-02-10 09:14:16 main:574] : INFO : Epoch 1656 | loss: 0.0312327 | val_loss: 0.0312332 | Time: 3850.65 ms
[2022-02-10 09:14:20 main:574] : INFO : Epoch 1657 | loss: 0.0312333 | val_loss: 0.0312354 | Time: 3876.51 ms
[2022-02-10 09:14:24 main:574] : INFO : Epoch 1658 | loss: 0.0312334 | val_loss: 0.0312332 | Time: 3851.99 ms
[2022-02-10 09:14:28 main:574] : INFO : Epoch 1659 | loss: 0.0312331 | val_loss: 0.0312379 | Time: 3843.52 ms
[2022-02-10 09:14:32 main:574] : INFO : Epoch 1660 | loss: 0.0312345 | val_loss: 0.0312342 | Time: 3879.46 ms
[2022-02-10 09:14:36 main:574] : INFO : Epoch 1661 | loss: 0.0312354 | val_loss: 0.0312342 | Time: 3858.2 ms
[2022-02-10 09:14:39 main:574] : INFO : Epoch 1662 | loss: 0.0312363 | val_loss: 0.0312395 | Time: 3822.35 ms
[2022-02-10 09:14:43 main:574] : INFO : Epoch 1663 | loss: 0.0312354 | val_loss: 0.0312351 | Time: 3766.71 ms
[2022-02-10 09:14:47 main:574] : INFO : Epoch 1664 | loss: 0.0312341 | val_loss: 0.0312339 | Time: 3678.28 ms
[2022-02-10 09:14:51 main:574] : INFO : Epoch 1665 | loss: 0.0312336 | val_loss: 0.0312349 | Time: 3836.39 ms
[2022-02-10 09:14:55 main:574] : INFO : Epoch 1666 | loss: 0.0312337 | val_loss: 0.0312338 | Time: 3832.03 ms
[2022-02-10 09:14:58 main:574] : INFO : Epoch 1667 | loss: 0.0312329 | val_loss: 0.0312335 | Time: 3837.6 ms
[2022-02-10 09:15:02 main:574] : INFO : Epoch 1668 | loss: 0.0312336 | val_loss: 0.0312338 | Time: 3853.1 ms
[2022-02-10 09:15:06 main:574] : INFO : Epoch 1669 | loss: 0.0312334 | val_loss: 0.0312331 | Time: 3834.92 ms
[2022-02-10 09:15:10 main:574] : INFO : Epoch 1670 | loss: 0.0312345 | val_loss: 0.0312353 | Time: 3866.96 ms
[2022-02-10 09:15:14 main:574] : INFO : Epoch 1671 | loss: 0.0312338 | val_loss: 0.0312349 | Time: 3833.88 ms
[2022-02-10 09:15:18 main:574] : INFO : Epoch 1672 | loss: 0.0312333 | val_loss: 0.0312333 | Time: 3871.37 ms
[2022-02-10 09:15:22 main:574] : INFO : Epoch 1673 | loss: 0.0312344 | val_loss: 0.0312371 | Time: 3820.15 ms
[2022-02-10 09:15:25 main:574] : INFO : Epoch 1674 | loss: 0.031234 | val_loss: 0.0312338 | Time: 3787.49 ms
[2022-02-10 09:15:29 main:574] : INFO : Epoch 1675 | loss: 0.0312328 | val_loss: 0.0312334 | Time: 3805.01 ms
[2022-02-10 09:15:34 main:574] : INFO : Epoch 1676 | loss: 0.0312334 | val_loss: 0.0312331 | Time: 4452.74 ms
[2022-02-10 09:15:37 main:574] : INFO : Epoch 1677 | loss: 0.0312334 | val_loss: 0.0312338 | Time: 3839.77 ms
[2022-02-10 09:15:41 main:574] : INFO : Epoch 1678 | loss: 0.0312331 | val_loss: 0.0312335 | Time: 3846.32 ms
[2022-02-10 09:15:45 main:574] : INFO : Epoch 1679 | loss: 0.031233 | val_loss: 0.0312335 | Time: 3791.46 ms
[2022-02-10 09:15:49 main:574] : INFO : Epoch 1680 | loss: 0.0312344 | val_loss: 0.0312331 | Time: 3812.62 ms
[2022-02-10 09:15:53 main:574] : INFO : Epoch 1681 | loss: 0.031234 | val_loss: 0.0312331 | Time: 3857.39 ms
[2022-02-10 09:15:57 main:574] : INFO : Epoch 1682 | loss: 0.0312336 | val_loss: 0.031238 | Time: 3821.76 ms
[2022-02-10 09:16:00 main:574] : INFO : Epoch 1683 | loss: 0.0312344 | val_loss: 0.031235 | Time: 3874.38 ms
[2022-02-10 09:16:04 main:574] : INFO : Epoch 1684 | loss: 0.0312329 | val_loss: 0.0312333 | Time: 3839.58 ms
[2022-02-10 09:16:08 main:574] : INFO : Epoch 1685 | loss: 0.0312346 | val_loss: 0.0312351 | Time: 3821.57 ms
[2022-02-10 09:16:12 main:574] : INFO : Epoch 1686 | loss: 0.0312338 | val_loss: 0.0312332 | Time: 3852.02 ms
[2022-02-10 09:16:16 main:574] : INFO : Epoch 1687 | loss: 0.0312334 | val_loss: 0.0312343 | Time: 3862.47 ms
[2022-02-10 09:16:20 main:574] : INFO : Epoch 1688 | loss: 0.0312329 | val_loss: 0.0312346 | Time: 3840.75 ms
[2022-02-10 09:16:24 main:574] : INFO : Epoch 1689 | loss: 0.0312365 | val_loss: 0.0312373 | Time: 3831.27 ms
[2022-02-10 09:16:27 main:574] : INFO : Epoch 1690 | loss: 0.031322 | val_loss: 0.0319607 | Time: 3876.11 ms
[2022-02-10 09:16:31 main:574] : INFO : Epoch 1691 | loss: 0.0427225 | val_loss: 0.0326461 | Time: 3869.25 ms
[2022-02-10 09:16:35 main:574] : INFO : Epoch 1692 | loss: 0.032417 | val_loss: 0.0314513 | Time: 3874.06 ms
[2022-02-10 09:16:39 main:574] : INFO : Epoch 1693 | loss: 0.0313987 | val_loss: 0.0313035 | Time: 3813.87 ms
[2022-02-10 09:16:43 main:574] : INFO : Epoch 1694 | loss: 0.031279 | val_loss: 0.031263 | Time: 3858.63 ms
[2022-02-10 09:16:47 main:574] : INFO : Epoch 1695 | loss: 0.0312532 | val_loss: 0.0312468 | Time: 3862.64 ms
[2022-02-10 09:16:51 main:574] : INFO : Epoch 1696 | loss: 0.0312453 | val_loss: 0.0312436 | Time: 3882.75 ms
[2022-02-10 09:16:54 main:574] : INFO : Epoch 1697 | loss: 0.0312424 | val_loss: 0.0312418 | Time: 3864.27 ms
[2022-02-10 09:16:58 main:574] : INFO : Epoch 1698 | loss: 0.0312409 | val_loss: 0.0312403 | Time: 3832.45 ms
[2022-02-10 09:17:02 main:574] : INFO : Epoch 1699 | loss: 0.0312394 | val_loss: 0.0312391 | Time: 3831.43 ms
[2022-02-10 09:17:06 main:574] : INFO : Epoch 1700 | loss: 0.0312384 | val_loss: 0.0312383 | Time: 3839.78 ms
[2022-02-10 09:17:10 main:574] : INFO : Epoch 1701 | loss: 0.0312378 | val_loss: 0.0312374 | Time: 3889.32 ms
[2022-02-10 09:17:14 main:574] : INFO : Epoch 1702 | loss: 0.0312368 | val_loss: 0.031237 | Time: 3815.83 ms
[2022-02-10 09:17:18 main:574] : INFO : Epoch 1703 | loss: 0.0312364 | val_loss: 0.0312363 | Time: 3858.34 ms
[2022-02-10 09:17:21 main:574] : INFO : Epoch 1704 | loss: 0.0312357 | val_loss: 0.0312361 | Time: 3835.11 ms
[2022-02-10 09:17:25 main:574] : INFO : Epoch 1705 | loss: 0.0312354 | val_loss: 0.0312356 | Time: 3823.72 ms
[2022-02-10 09:17:29 main:574] : INFO : Epoch 1706 | loss: 0.0312351 | val_loss: 0.0312357 | Time: 3859.66 ms
[2022-02-10 09:17:33 main:574] : INFO : Epoch 1707 | loss: 0.0312349 | val_loss: 0.031235 | Time: 3801.11 ms
[2022-02-10 09:17:37 main:574] : INFO : Epoch 1708 | loss: 0.0312346 | val_loss: 0.0312352 | Time: 3831.2 ms
[2022-02-10 09:17:41 main:574] : INFO : Epoch 1709 | loss: 0.0312346 | val_loss: 0.031235 | Time: 3863.94 ms
[2022-02-10 09:17:44 main:574] : INFO : Epoch 1710 | loss: 0.0312344 | val_loss: 0.0312344 | Time: 3885.48 ms
[2022-02-10 09:17:48 main:574] : INFO : Epoch 1711 | loss: 0.0312341 | val_loss: 0.0312346 | Time: 3855.21 ms
[2022-02-10 09:17:52 main:574] : INFO : Epoch 1712 | loss: 0.031234 | val_loss: 0.0312345 | Time: 3868.68 ms
[2022-02-10 09:17:56 main:574] : INFO : Epoch 1713 | loss: 0.0312336 | val_loss: 0.0312342 | Time: 3806.45 ms
[2022-02-10 09:18:00 main:574] : INFO : Epoch 1714 | loss: 0.0312339 | val_loss: 0.0312345 | Time: 3764.15 ms
[2022-02-10 09:18:04 main:574] : INFO : Epoch 1715 | loss: 0.0312336 | val_loss: 0.031234 | Time: 3848.77 ms
[2022-02-10 09:18:07 main:574] : INFO : Epoch 1716 | loss: 0.0312334 | val_loss: 0.031234 | Time: 3801.75 ms
[2022-02-10 09:18:11 main:574] : INFO : Epoch 1717 | loss: 0.0312334 | val_loss: 0.0312339 | Time: 3804.67 ms
[2022-02-10 09:18:15 main:574] : INFO : Epoch 1718 | loss: 0.0312332 | val_loss: 0.0312338 | Time: 3766.35 ms
[2022-02-10 09:18:19 main:574] : INFO : Epoch 1719 | loss: 0.0312333 | val_loss: 0.0312345 | Time: 3776.13 ms
[2022-02-10 09:18:23 main:574] : INFO : Epoch 1720 | loss: 0.0312333 | val_loss: 0.0312338 | Time: 3824.34 ms
[2022-02-10 09:18:26 main:574] : INFO : Epoch 1721 | loss: 0.0312332 | val_loss: 0.0312339 | Time: 3830.83 ms
[2022-02-10 09:18:30 main:574] : INFO : Epoch 1722 | loss: 0.0312332 | val_loss: 0.0312336 | Time: 3828.61 ms
[2022-02-10 09:18:35 main:574] : INFO : Epoch 1723 | loss: 0.0312329 | val_loss: 0.0312336 | Time: 4366.38 ms
[2022-02-10 09:18:38 main:574] : INFO : Epoch 1724 | loss: 0.0312333 | val_loss: 0.0312354 | Time: 3827.64 ms
[2022-02-10 09:18:42 main:574] : INFO : Epoch 1725 | loss: 0.0312341 | val_loss: 0.031234 | Time: 3823.33 ms
[2022-02-10 09:18:46 main:574] : INFO : Epoch 1726 | loss: 0.0312332 | val_loss: 0.0312336 | Time: 3835.14 ms
[2022-02-10 09:18:50 main:574] : INFO : Epoch 1727 | loss: 0.0312331 | val_loss: 0.031234 | Time: 3822.33 ms
[2022-02-10 09:18:54 main:574] : INFO : Epoch 1728 | loss: 0.0312335 | val_loss: 0.0312336 | Time: 3803.82 ms
[2022-02-10 09:18:58 main:574] : INFO : Epoch 1729 | loss: 0.031233 | val_loss: 0.0312335 | Time: 3787.61 ms
[2022-02-10 09:19:01 main:574] : INFO : Epoch 1730 | loss: 0.031233 | val_loss: 0.0312336 | Time: 3812.83 ms
[2022-02-10 09:19:05 main:574] : INFO : Epoch 1731 | loss: 0.031233 | val_loss: 0.0312334 | Time: 3746.16 ms
[2022-02-10 09:19:09 main:574] : INFO : Epoch 1732 | loss: 0.0312327 | val_loss: 0.0312333 | Time: 3841.54 ms
[2022-02-10 09:19:13 main:574] : INFO : Epoch 1733 | loss: 0.0312328 | val_loss: 0.0312334 | Time: 3829.99 ms
[2022-02-10 09:19:17 main:574] : INFO : Epoch 1734 | loss: 0.0312328 | val_loss: 0.0312336 | Time: 3757 ms
[2022-02-10 09:19:20 main:574] : INFO : Epoch 1735 | loss: 0.0312328 | val_loss: 0.0312334 | Time: 3763.16 ms
[2022-02-10 09:19:24 main:574] : INFO : Epoch 1736 | loss: 0.031233 | val_loss: 0.0312339 | Time: 3813.12 ms
[2022-02-10 09:19:28 main:574] : INFO : Epoch 1737 | loss: 0.0312328 | val_loss: 0.0312333 | Time: 3754.78 ms
[2022-02-10 09:19:32 main:574] : INFO : Epoch 1738 | loss: 0.0312327 | val_loss: 0.0312336 | Time: 3797.99 ms
[2022-02-10 09:19:35 main:574] : INFO : Epoch 1739 | loss: 0.0312331 | val_loss: 0.0312334 | Time: 3766.24 ms
[2022-02-10 09:19:39 main:574] : INFO : Epoch 1740 | loss: 0.0312338 | val_loss: 0.0312335 | Time: 3786.57 ms
[2022-02-10 09:19:43 main:574] : INFO : Epoch 1741 | loss: 0.031233 | val_loss: 0.0312336 | Time: 3830.62 ms
[2022-02-10 09:19:47 main:574] : INFO : Epoch 1742 | loss: 0.0312328 | val_loss: 0.0312333 | Time: 3794.62 ms
[2022-02-10 09:19:51 main:574] : INFO : Epoch 1743 | loss: 0.0312328 | val_loss: 0.0312337 | Time: 3856.84 ms
[2022-02-10 09:19:54 main:574] : INFO : Epoch 1744 | loss: 0.0312328 | val_loss: 0.0312332 | Time: 3810.37 ms
[2022-02-10 09:19:58 main:574] : INFO : Epoch 1745 | loss: 0.0312329 | val_loss: 0.0312335 | Time: 3835.92 ms
[2022-02-10 09:20:02 main:574] : INFO : Epoch 1746 | loss: 0.0312328 | val_loss: 0.0312332 | Time: 3851.15 ms
[2022-02-10 09:20:06 main:574] : INFO : Epoch 1747 | loss: 0.0312339 | val_loss: 0.0312352 | Time: 3787.49 ms
[2022-02-10 09:20:10 main:574] : INFO : Epoch 1748 | loss: 0.0312333 | val_loss: 0.0312339 | Time: 3841.23 ms
[2022-02-10 09:20:14 main:574] : INFO : Epoch 1749 | loss: 0.0312336 | val_loss: 0.0312353 | Time: 3842.56 ms
[2022-02-10 09:20:18 main:574] : INFO : Epoch 1750 | loss: 0.0312329 | val_loss: 0.0312336 | Time: 3867.98 ms
[2022-02-10 09:20:21 main:574] : INFO : Epoch 1751 | loss: 0.031233 | val_loss: 0.0312339 | Time: 3854.74 ms
[2022-02-10 09:20:25 main:574] : INFO : Epoch 1752 | loss: 0.0312333 | val_loss: 0.0312348 | Time: 3839.86 ms
[2022-02-10 09:20:29 main:574] : INFO : Epoch 1753 | loss: 0.031233 | val_loss: 0.0312333 | Time: 3854.49 ms
[2022-02-10 09:20:33 main:574] : INFO : Epoch 1754 | loss: 0.0312326 | val_loss: 0.0312337 | Time: 3832.26 ms
[2022-02-10 09:20:37 main:574] : INFO : Epoch 1755 | loss: 0.0312328 | val_loss: 0.0312333 | Time: 3889.8 ms
[2022-02-10 09:20:41 main:574] : INFO : Epoch 1756 | loss: 0.031233 | val_loss: 0.0312334 | Time: 3846.96 ms
[2022-02-10 09:20:44 main:574] : INFO : Epoch 1757 | loss: 0.0312327 | val_loss: 0.0312334 | Time: 3834.35 ms
[2022-02-10 09:20:48 main:574] : INFO : Epoch 1758 | loss: 0.0312329 | val_loss: 0.0312338 | Time: 3814.71 ms
[2022-02-10 09:20:52 main:574] : INFO : Epoch 1759 | loss: 0.0312331 | val_loss: 0.0312335 | Time: 3839.78 ms
[2022-02-10 09:20:56 main:574] : INFO : Epoch 1760 | loss: 0.0312327 | val_loss: 0.0312332 | Time: 3844.28 ms
[2022-02-10 09:21:00 main:574] : INFO : Epoch 1761 | loss: 0.0312328 | val_loss: 0.0312333 | Time: 3820.7 ms
[2022-02-10 09:21:04 main:574] : INFO : Epoch 1762 | loss: 0.0312331 | val_loss: 0.0312334 | Time: 3839.54 ms
[2022-02-10 09:21:07 main:574] : INFO : Epoch 1763 | loss: 0.0312342 | val_loss: 0.0312334 | Time: 3837.31 ms
[2022-02-10 09:21:11 main:574] : INFO : Epoch 1764 | loss: 0.031233 | val_loss: 0.0312331 | Time: 3855.3 ms
[2022-02-10 09:21:15 main:574] : INFO : Epoch 1765 | loss: 0.0312327 | val_loss: 0.0312334 | Time: 3797.64 ms
[2022-02-10 09:21:19 main:574] : INFO : Epoch 1766 | loss: 0.0312331 | val_loss: 0.0312337 | Time: 3836.01 ms
[2022-02-10 09:21:23 main:574] : INFO : Epoch 1767 | loss: 0.0312328 | val_loss: 0.0312331 | Time: 3854.48 ms
[2022-02-10 09:21:27 main:574] : INFO : Epoch 1768 | loss: 0.0312326 | val_loss: 0.031234 | Time: 3798.16 ms
[2022-02-10 09:21:30 main:574] : INFO : Epoch 1769 | loss: 0.0312331 | val_loss: 0.0312331 | Time: 3823.46 ms
[2022-02-10 09:21:35 main:574] : INFO : Epoch 1770 | loss: 0.031233 | val_loss: 0.0312332 | Time: 4513.46 ms
[2022-02-10 09:21:39 main:574] : INFO : Epoch 1771 | loss: 0.0312327 | val_loss: 0.0312338 | Time: 3819.56 ms
[2022-02-10 09:21:43 main:574] : INFO : Epoch 1772 | loss: 0.0312334 | val_loss: 0.0312336 | Time: 3726.06 ms
[2022-02-10 09:21:46 main:574] : INFO : Epoch 1773 | loss: 0.0312329 | val_loss: 0.0312331 | Time: 3844.39 ms
[2022-02-10 09:21:50 main:574] : INFO : Epoch 1774 | loss: 0.0312325 | val_loss: 0.0312338 | Time: 3830.99 ms
[2022-02-10 09:21:54 main:574] : INFO : Epoch 1775 | loss: 0.0312326 | val_loss: 0.0312334 | Time: 3783.91 ms
[2022-02-10 09:21:58 main:574] : INFO : Epoch 1776 | loss: 0.0312326 | val_loss: 0.0312335 | Time: 3787.82 ms
[2022-02-10 09:22:02 main:574] : INFO : Epoch 1777 | loss: 0.0312329 | val_loss: 0.0312337 | Time: 3788.24 ms
[2022-02-10 09:22:05 main:574] : INFO : Epoch 1778 | loss: 0.031233 | val_loss: 0.0312338 | Time: 3789.68 ms
[2022-02-10 09:22:09 main:574] : INFO : Epoch 1779 | loss: 0.0312327 | val_loss: 0.0312332 | Time: 3797.13 ms
[2022-02-10 09:22:13 main:574] : INFO : Epoch 1780 | loss: 0.031233 | val_loss: 0.0312339 | Time: 3813.28 ms
[2022-02-10 09:22:17 main:574] : INFO : Epoch 1781 | loss: 0.0312328 | val_loss: 0.0312333 | Time: 3834.39 ms
[2022-02-10 09:22:21 main:574] : INFO : Epoch 1782 | loss: 0.0312327 | val_loss: 0.0312335 | Time: 3832.85 ms
[2022-02-10 09:22:24 main:574] : INFO : Epoch 1783 | loss: 0.0312327 | val_loss: 0.0312331 | Time: 3819.16 ms
[2022-02-10 09:22:28 main:574] : INFO : Epoch 1784 | loss: 0.0312335 | val_loss: 0.0312343 | Time: 3825.73 ms
[2022-02-10 09:22:32 main:574] : INFO : Epoch 1785 | loss: 0.0312335 | val_loss: 0.0312341 | Time: 3817.16 ms
[2022-02-10 09:22:36 main:574] : INFO : Epoch 1786 | loss: 0.0312327 | val_loss: 0.0312332 | Time: 3853.32 ms
[2022-02-10 09:22:40 main:574] : INFO : Epoch 1787 | loss: 0.031233 | val_loss: 0.0312342 | Time: 3844.47 ms
[2022-02-10 09:22:44 main:574] : INFO : Epoch 1788 | loss: 0.031233 | val_loss: 0.0312334 | Time: 3831.76 ms
[2022-02-10 09:22:48 main:574] : INFO : Epoch 1789 | loss: 0.0312334 | val_loss: 0.0312344 | Time: 3867.32 ms
[2022-02-10 09:22:51 main:574] : INFO : Epoch 1790 | loss: 0.0312337 | val_loss: 0.0312362 | Time: 3882.16 ms
[2022-02-10 09:22:55 main:574] : INFO : Epoch 1791 | loss: 0.0312341 | val_loss: 0.0312334 | Time: 3840.81 ms
[2022-02-10 09:22:59 main:574] : INFO : Epoch 1792 | loss: 0.031233 | val_loss: 0.0312332 | Time: 3859.79 ms
[2022-02-10 09:23:03 main:574] : INFO : Epoch 1793 | loss: 0.0312326 | val_loss: 0.0312334 | Time: 3867.44 ms
[2022-02-10 09:23:07 main:574] : INFO : Epoch 1794 | loss: 0.0312328 | val_loss: 0.0312333 | Time: 3863.65 ms
[2022-02-10 09:23:11 main:574] : INFO : Epoch 1795 | loss: 0.0312328 | val_loss: 0.0312332 | Time: 3819.94 ms
[2022-02-10 09:23:15 main:574] : INFO : Epoch 1796 | loss: 0.0312328 | val_loss: 0.0312331 | Time: 3859.16 ms
[2022-02-10 09:23:18 main:574] : INFO : Epoch 1797 | loss: 0.0312331 | val_loss: 0.0312341 | Time: 3804.81 ms
[2022-02-10 09:23:22 main:574] : INFO : Epoch 1798 | loss: 0.031233 | val_loss: 0.0312332 | Time: 3855.05 ms
[2022-02-10 09:23:26 main:574] : INFO : Epoch 1799 | loss: 0.0312328 | val_loss: 0.0312332 | Time: 3884.03 ms
[2022-02-10 09:23:30 main:574] : INFO : Epoch 1800 | loss: 0.0312331 | val_loss: 0.0312337 | Time: 3826.99 ms
[2022-02-10 09:23:34 main:574] : INFO : Epoch 1801 | loss: 0.0312328 | val_loss: 0.0312331 | Time: 3807.13 ms
[2022-02-10 09:23:38 main:574] : INFO : Epoch 1802 | loss: 0.031233 | val_loss: 0.0312334 | Time: 3850.75 ms
[2022-02-10 09:23:41 main:574] : INFO : Epoch 1803 | loss: 0.0312329 | val_loss: 0.0312332 | Time: 3849.72 ms
[2022-02-10 09:23:45 main:574] : INFO : Epoch 1804 | loss: 0.0312329 | val_loss: 0.0312333 | Time: 3785.4 ms
[2022-02-10 09:23:49 main:574] : INFO : Epoch 1805 | loss: 0.0312331 | val_loss: 0.0312339 | Time: 3768.41 ms
[2022-02-10 09:23:53 main:574] : INFO : Epoch 1806 | loss: 0.0312329 | val_loss: 0.0312331 | Time: 3830.95 ms
[2022-02-10 09:23:57 main:574] : INFO : Epoch 1807 | loss: 0.0312327 | val_loss: 0.0312338 | Time: 3770.48 ms
[2022-02-10 09:24:00 main:574] : INFO : Epoch 1808 | loss: 0.0312329 | val_loss: 0.0312334 | Time: 3824.29 ms
[2022-02-10 09:24:04 main:574] : INFO : Epoch 1809 | loss: 0.0312329 | val_loss: 0.0312332 | Time: 3827.41 ms
[2022-02-10 09:24:08 main:574] : INFO : Epoch 1810 | loss: 0.0312326 | val_loss: 0.031233 | Time: 3799.4 ms
[2022-02-10 09:24:12 main:574] : INFO : Epoch 1811 | loss: 0.031233 | val_loss: 0.0312336 | Time: 3789.38 ms
[2022-02-10 09:24:16 main:574] : INFO : Epoch 1812 | loss: 0.0312327 | val_loss: 0.0312331 | Time: 3816.74 ms
[2022-02-10 09:24:19 main:574] : INFO : Epoch 1813 | loss: 0.0312328 | val_loss: 0.0312335 | Time: 3869.85 ms
[2022-02-10 09:24:23 main:574] : INFO : Epoch 1814 | loss: 0.0312327 | val_loss: 0.0312331 | Time: 3802.11 ms
[2022-02-10 09:24:27 main:574] : INFO : Epoch 1815 | loss: 0.0312327 | val_loss: 0.0312338 | Time: 3799.97 ms
[2022-02-10 09:24:31 main:574] : INFO : Epoch 1816 | loss: 0.031233 | val_loss: 0.0312331 | Time: 3851.68 ms
[2022-02-10 09:24:35 main:574] : INFO : Epoch 1817 | loss: 0.0312326 | val_loss: 0.031233 | Time: 3867.23 ms
[2022-02-10 09:24:39 main:574] : INFO : Epoch 1818 | loss: 0.0312328 | val_loss: 0.0312334 | Time: 4460.45 ms
[2022-02-10 09:24:43 main:574] : INFO : Epoch 1819 | loss: 0.031234 | val_loss: 0.0312333 | Time: 3838.36 ms
[2022-02-10 09:24:47 main:574] : INFO : Epoch 1820 | loss: 0.0312333 | val_loss: 0.0312339 | Time: 3798.96 ms
[2022-02-10 09:24:51 main:574] : INFO : Epoch 1821 | loss: 0.0312338 | val_loss: 0.0312336 | Time: 3832.37 ms
[2022-02-10 09:24:55 main:574] : INFO : Epoch 1822 | loss: 0.0312334 | val_loss: 0.0312345 | Time: 3813.03 ms
[2022-02-10 09:24:58 main:574] : INFO : Epoch 1823 | loss: 0.0312335 | val_loss: 0.0312331 | Time: 3750.52 ms
[2022-02-10 09:25:02 main:574] : INFO : Epoch 1824 | loss: 0.0312328 | val_loss: 0.0312338 | Time: 3834.12 ms
[2022-02-10 09:25:06 main:574] : INFO : Epoch 1825 | loss: 0.031233 | val_loss: 0.0312345 | Time: 3855.85 ms
[2022-02-10 09:25:10 main:574] : INFO : Epoch 1826 | loss: 0.0312338 | val_loss: 0.0312339 | Time: 3793.4 ms
[2022-02-10 09:25:14 main:574] : INFO : Epoch 1827 | loss: 0.031233 | val_loss: 0.0312332 | Time: 3822.35 ms
[2022-02-10 09:25:17 main:574] : INFO : Epoch 1828 | loss: 0.0312331 | val_loss: 0.0312339 | Time: 3831.07 ms
[2022-02-10 09:25:21 main:574] : INFO : Epoch 1829 | loss: 0.0312329 | val_loss: 0.0312335 | Time: 3813.46 ms
[2022-02-10 09:25:25 main:574] : INFO : Epoch 1830 | loss: 0.0312331 | val_loss: 0.0312349 | Time: 3816.48 ms
[2022-02-10 09:25:29 main:574] : INFO : Epoch 1831 | loss: 0.0312329 | val_loss: 0.0312339 | Time: 3802.44 ms
[2022-02-10 09:25:33 main:574] : INFO : Epoch 1832 | loss: 0.0312331 | val_loss: 0.0312342 | Time: 3816.32 ms
[2022-02-10 09:25:37 main:574] : INFO : Epoch 1833 | loss: 0.0312328 | val_loss: 0.0312332 | Time: 3841.68 ms
[2022-02-10 09:25:40 main:574] : INFO : Epoch 1834 | loss: 0.0312328 | val_loss: 0.0312332 | Time: 3868.74 ms
[2022-02-10 09:25:44 main:574] : INFO : Epoch 1835 | loss: 0.0312338 | val_loss: 0.0312338 | Time: 3812.31 ms
[2022-02-10 09:25:48 main:574] : INFO : Epoch 1836 | loss: 0.0312335 | val_loss: 0.0312343 | Time: 3847.38 ms
[2022-02-10 09:25:52 main:574] : INFO : Epoch 1837 | loss: 0.0312327 | val_loss: 0.0312332 | Time: 3849.75 ms
[2022-02-10 09:25:56 main:574] : INFO : Epoch 1838 | loss: 0.0312336 | val_loss: 0.0312356 | Time: 3811.78 ms
[2022-02-10 09:26:00 main:574] : INFO : Epoch 1839 | loss: 0.0312347 | val_loss: 0.0312336 | Time: 3881.83 ms
[2022-02-10 09:26:03 main:574] : INFO : Epoch 1840 | loss: 0.0312335 | val_loss: 0.0312343 | Time: 3821.11 ms
[2022-02-10 09:26:07 main:574] : INFO : Epoch 1841 | loss: 0.0312337 | val_loss: 0.0312334 | Time: 3839.93 ms
[2022-02-10 09:26:11 main:574] : INFO : Epoch 1842 | loss: 0.0312331 | val_loss: 0.0312355 | Time: 3813.9 ms
[2022-02-10 09:26:15 main:574] : INFO : Epoch 1843 | loss: 0.0312336 | val_loss: 0.0312333 | Time: 3901.76 ms
[2022-02-10 09:26:19 main:574] : INFO : Epoch 1844 | loss: 0.0312334 | val_loss: 0.0312338 | Time: 3861.02 ms
[2022-02-10 09:26:23 main:574] : INFO : Epoch 1845 | loss: 0.0312328 | val_loss: 0.0312334 | Time: 3863.42 ms
[2022-02-10 09:26:27 main:574] : INFO : Epoch 1846 | loss: 0.0312329 | val_loss: 0.0312331 | Time: 3834.08 ms
[2022-02-10 09:26:30 main:574] : INFO : Epoch 1847 | loss: 0.0312329 | val_loss: 0.0312332 | Time: 3818.73 ms
[2022-02-10 09:26:34 main:574] : INFO : Epoch 1848 | loss: 0.0312332 | val_loss: 0.0312335 | Time: 3834.43 ms
[2022-02-10 09:26:38 main:574] : INFO : Epoch 1849 | loss: 0.0312333 | val_loss: 0.0312331 | Time: 3852.86 ms
[2022-02-10 09:26:42 main:574] : INFO : Epoch 1850 | loss: 0.0312333 | val_loss: 0.0312344 | Time: 3838.05 ms
[2022-02-10 09:26:46 main:574] : INFO : Epoch 1851 | loss: 0.0312337 | val_loss: 0.0312338 | Time: 3810.68 ms
[2022-02-10 09:26:50 main:574] : INFO : Epoch 1852 | loss: 0.0312341 | val_loss: 0.0312336 | Time: 3780.55 ms
[2022-02-10 09:26:53 main:574] : INFO : Epoch 1853 | loss: 0.031233 | val_loss: 0.0312332 | Time: 3841.07 ms
[2022-02-10 09:26:57 main:574] : INFO : Epoch 1854 | loss: 0.0312327 | val_loss: 0.031233 | Time: 3838.07 ms
[2022-02-10 09:27:01 main:574] : INFO : Epoch 1855 | loss: 0.0312333 | val_loss: 0.0312337 | Time: 3812.95 ms
[2022-02-10 09:27:05 main:574] : INFO : Epoch 1856 | loss: 0.031233 | val_loss: 0.0312342 | Time: 3817.34 ms
[2022-02-10 09:27:09 main:574] : INFO : Epoch 1857 | loss: 0.0312345 | val_loss: 0.0312372 | Time: 3822.44 ms
[2022-02-10 09:27:13 main:574] : INFO : Epoch 1858 | loss: 0.0312346 | val_loss: 0.0312344 | Time: 3843.82 ms
[2022-02-10 09:27:16 main:574] : INFO : Epoch 1859 | loss: 0.0312338 | val_loss: 0.0312337 | Time: 3782.8 ms
[2022-02-10 09:27:20 main:574] : INFO : Epoch 1860 | loss: 0.0312331 | val_loss: 0.0312339 | Time: 3820.6 ms
[2022-02-10 09:27:24 main:574] : INFO : Epoch 1861 | loss: 0.0312339 | val_loss: 0.0312344 | Time: 3831.19 ms
[2022-02-10 09:27:28 main:574] : INFO : Epoch 1862 | loss: 0.0312336 | val_loss: 0.0312347 | Time: 3766.02 ms
[2022-02-10 09:27:32 main:574] : INFO : Epoch 1863 | loss: 0.0312329 | val_loss: 0.031233 | Time: 3821.1 ms
[2022-02-10 09:27:35 main:574] : INFO : Epoch 1864 | loss: 0.0312333 | val_loss: 0.0312336 | Time: 3785.95 ms
[2022-02-10 09:27:40 main:574] : INFO : Epoch 1865 | loss: 0.031233 | val_loss: 0.0312352 | Time: 4353.04 ms
[2022-02-10 09:27:44 main:574] : INFO : Epoch 1866 | loss: 0.0312337 | val_loss: 0.0312352 | Time: 3858.07 ms
[2022-02-10 09:27:47 main:574] : INFO : Epoch 1867 | loss: 0.0312347 | val_loss: 0.031236 | Time: 3831.22 ms
[2022-02-10 09:27:51 main:574] : INFO : Epoch 1868 | loss: 0.0312329 | val_loss: 0.0312332 | Time: 3831.72 ms
[2022-02-10 09:27:55 main:574] : INFO : Epoch 1869 | loss: 0.0312327 | val_loss: 0.0312341 | Time: 3902 ms
[2022-02-10 09:27:59 main:574] : INFO : Epoch 1870 | loss: 0.0312331 | val_loss: 0.0312353 | Time: 3853.48 ms
[2022-02-10 09:28:03 main:574] : INFO : Epoch 1871 | loss: 0.031233 | val_loss: 0.0312336 | Time: 3830.12 ms
[2022-02-10 09:28:07 main:574] : INFO : Epoch 1872 | loss: 0.0312331 | val_loss: 0.0312347 | Time: 3806.36 ms
[2022-02-10 09:28:10 main:574] : INFO : Epoch 1873 | loss: 0.0312336 | val_loss: 0.0312335 | Time: 3844.05 ms
[2022-02-10 09:28:14 main:574] : INFO : Epoch 1874 | loss: 0.031233 | val_loss: 0.0312332 | Time: 3818.81 ms
[2022-02-10 09:28:18 main:574] : INFO : Epoch 1875 | loss: 0.0312328 | val_loss: 0.0312333 | Time: 3849.3 ms
[2022-02-10 09:28:22 main:574] : INFO : Epoch 1876 | loss: 0.0312336 | val_loss: 0.0312347 | Time: 3845.5 ms
[2022-02-10 09:28:26 main:574] : INFO : Epoch 1877 | loss: 0.0312336 | val_loss: 0.0312334 | Time: 3857.3 ms
[2022-02-10 09:28:30 main:574] : INFO : Epoch 1878 | loss: 0.0312331 | val_loss: 0.0312334 | Time: 3845.49 ms
[2022-02-10 09:28:34 main:574] : INFO : Epoch 1879 | loss: 0.0312326 | val_loss: 0.0312334 | Time: 3848.5 ms
[2022-02-10 09:28:37 main:574] : INFO : Epoch 1880 | loss: 0.0312328 | val_loss: 0.0312332 | Time: 3842.16 ms
[2022-02-10 09:28:41 main:574] : INFO : Epoch 1881 | loss: 0.0312338 | val_loss: 0.0312337 | Time: 3803.61 ms
[2022-02-10 09:28:45 main:574] : INFO : Epoch 1882 | loss: 0.0312341 | val_loss: 0.0312333 | Time: 3820.13 ms
[2022-02-10 09:28:49 main:574] : INFO : Epoch 1883 | loss: 0.0312335 | val_loss: 0.0312333 | Time: 3835.44 ms
[2022-02-10 09:28:53 main:574] : INFO : Epoch 1884 | loss: 0.0312333 | val_loss: 0.0312337 | Time: 3801.78 ms
[2022-02-10 09:28:56 main:574] : INFO : Epoch 1885 | loss: 0.0312348 | val_loss: 0.0312432 | Time: 3824.93 ms
[2022-02-10 09:29:00 main:574] : INFO : Epoch 1886 | loss: 0.0312357 | val_loss: 0.0312335 | Time: 3814.97 ms
[2022-02-10 09:29:04 main:574] : INFO : Epoch 1887 | loss: 0.0312334 | val_loss: 0.0312346 | Time: 3824.14 ms
[2022-02-10 09:29:08 main:574] : INFO : Epoch 1888 | loss: 0.0312344 | val_loss: 0.0312346 | Time: 3771.43 ms
[2022-02-10 09:29:12 main:574] : INFO : Epoch 1889 | loss: 0.0312336 | val_loss: 0.0312335 | Time: 3808.65 ms
[2022-02-10 09:29:15 main:574] : INFO : Epoch 1890 | loss: 0.0312331 | val_loss: 0.0312332 | Time: 3817.82 ms
[2022-02-10 09:29:19 main:574] : INFO : Epoch 1891 | loss: 0.0312342 | val_loss: 0.0312333 | Time: 3826.91 ms
[2022-02-10 09:29:23 main:574] : INFO : Epoch 1892 | loss: 0.0312331 | val_loss: 0.0312331 | Time: 3822.46 ms
[2022-02-10 09:29:27 main:574] : INFO : Epoch 1893 | loss: 0.0312339 | val_loss: 0.0312378 | Time: 3820.12 ms
[2022-02-10 09:29:31 main:574] : INFO : Epoch 1894 | loss: 0.0312339 | val_loss: 0.0312333 | Time: 3842.79 ms
[2022-02-10 09:29:35 main:574] : INFO : Epoch 1895 | loss: 0.0312333 | val_loss: 0.0312333 | Time: 3808.59 ms
[2022-02-10 09:29:38 main:574] : INFO : Epoch 1896 | loss: 0.0312339 | val_loss: 0.031234 | Time: 3850.21 ms
[2022-02-10 09:29:42 main:574] : INFO : Epoch 1897 | loss: 0.0312332 | val_loss: 0.0312335 | Time: 3834.05 ms
[2022-02-10 09:29:46 main:574] : INFO : Epoch 1898 | loss: 0.0312329 | val_loss: 0.0312334 | Time: 3765.89 ms
[2022-02-10 09:29:50 main:574] : INFO : Epoch 1899 | loss: 0.0312329 | val_loss: 0.031234 | Time: 3773.83 ms
[2022-02-10 09:29:54 main:574] : INFO : Epoch 1900 | loss: 0.0312342 | val_loss: 0.0312353 | Time: 3809 ms
[2022-02-10 09:29:57 main:574] : INFO : Epoch 1901 | loss: 0.0312342 | val_loss: 0.0312334 | Time: 3831.9 ms
[2022-02-10 09:30:01 main:574] : INFO : Epoch 1902 | loss: 0.0312336 | val_loss: 0.0312345 | Time: 3800.05 ms
[2022-02-10 09:30:05 main:574] : INFO : Epoch 1903 | loss: 0.0312345 | val_loss: 0.0312358 | Time: 3890.6 ms
[2022-02-10 09:30:09 main:574] : INFO : Epoch 1904 | loss: 0.031233 | val_loss: 0.0312333 | Time: 3888.95 ms
[2022-02-10 09:30:13 main:574] : INFO : Epoch 1905 | loss: 0.031233 | val_loss: 0.0312332 | Time: 3880.52 ms
[2022-02-10 09:30:17 main:574] : INFO : Epoch 1906 | loss: 0.0312327 | val_loss: 0.0312331 | Time: 3820.75 ms
[2022-02-10 09:30:21 main:574] : INFO : Epoch 1907 | loss: 0.031233 | val_loss: 0.0312349 | Time: 3850.13 ms
[2022-02-10 09:30:24 main:574] : INFO : Epoch 1908 | loss: 0.0312335 | val_loss: 0.0312347 | Time: 3700.18 ms
[2022-02-10 09:30:28 main:574] : INFO : Epoch 1909 | loss: 0.031233 | val_loss: 0.0312332 | Time: 3886.05 ms
[2022-02-10 09:30:32 main:574] : INFO : Epoch 1910 | loss: 0.031233 | val_loss: 0.0312331 | Time: 3852.89 ms
[2022-02-10 09:30:36 main:574] : INFO : Epoch 1911 | loss: 0.0312329 | val_loss: 0.031234 | Time: 3863.06 ms
[2022-02-10 09:30:40 main:574] : INFO : Epoch 1912 | loss: 0.0312339 | val_loss: 0.0312363 | Time: 4492.76 ms
[2022-02-10 09:30:44 main:574] : INFO : Epoch 1913 | loss: 0.0312337 | val_loss: 0.0312338 | Time: 3866.82 ms
[2022-02-10 09:30:48 main:574] : INFO : Epoch 1914 | loss: 0.0312329 | val_loss: 0.0312338 | Time: 3853.62 ms
[2022-02-10 09:30:52 main:574] : INFO : Epoch 1915 | loss: 0.0312331 | val_loss: 0.0312337 | Time: 3863.96 ms
[2022-02-10 09:30:56 main:574] : INFO : Epoch 1916 | loss: 0.031234 | val_loss: 0.0312338 | Time: 3820.16 ms
[2022-02-10 09:31:00 main:574] : INFO : Epoch 1917 | loss: 0.0312331 | val_loss: 0.031234 | Time: 3833.64 ms
[2022-02-10 09:31:04 main:574] : INFO : Epoch 1918 | loss: 0.0312342 | val_loss: 0.0312337 | Time: 3828.25 ms
[2022-02-10 09:31:07 main:574] : INFO : Epoch 1919 | loss: 0.0312332 | val_loss: 0.0312334 | Time: 3843.9 ms
[2022-02-10 09:31:11 main:574] : INFO : Epoch 1920 | loss: 0.0312331 | val_loss: 0.0312336 | Time: 3826.89 ms
[2022-02-10 09:31:15 main:574] : INFO : Epoch 1921 | loss: 0.031234 | val_loss: 0.031234 | Time: 3868.55 ms
[2022-02-10 09:31:19 main:574] : INFO : Epoch 1922 | loss: 0.0312327 | val_loss: 0.031233 | Time: 3821.44 ms
[2022-02-10 09:31:23 main:574] : INFO : Epoch 1923 | loss: 0.0312344 | val_loss: 0.0312368 | Time: 3840.53 ms
[2022-02-10 09:31:27 main:574] : INFO : Epoch 1924 | loss: 0.0312342 | val_loss: 0.0312332 | Time: 3829.18 ms
[2022-02-10 09:31:30 main:574] : INFO : Epoch 1925 | loss: 0.0312333 | val_loss: 0.0312377 | Time: 3840.01 ms
[2022-02-10 09:31:34 main:574] : INFO : Epoch 1926 | loss: 0.0312342 | val_loss: 0.0312332 | Time: 3823.75 ms
[2022-02-10 09:31:38 main:574] : INFO : Epoch 1927 | loss: 0.0312357 | val_loss: 0.031236 | Time: 3854.45 ms
[2022-02-10 09:31:42 main:574] : INFO : Epoch 1928 | loss: 0.0312335 | val_loss: 0.0312367 | Time: 3822.18 ms
[2022-02-10 09:31:46 main:574] : INFO : Epoch 1929 | loss: 0.0312361 | val_loss: 0.0312408 | Time: 3798.31 ms
[2022-02-10 09:31:50 main:574] : INFO : Epoch 1930 | loss: 0.0312358 | val_loss: 0.0312338 | Time: 3846.66 ms
[2022-02-10 09:31:53 main:574] : INFO : Epoch 1931 | loss: 0.0312332 | val_loss: 0.031234 | Time: 3767.08 ms
[2022-02-10 09:31:57 main:574] : INFO : Epoch 1932 | loss: 0.0312341 | val_loss: 0.031235 | Time: 3804.07 ms
[2022-02-10 09:32:01 main:574] : INFO : Epoch 1933 | loss: 0.0312341 | val_loss: 0.0312351 | Time: 3789.74 ms
[2022-02-10 09:32:05 main:574] : INFO : Epoch 1934 | loss: 0.031235 | val_loss: 0.031236 | Time: 3780.43 ms
[2022-02-10 09:32:09 main:574] : INFO : Epoch 1935 | loss: 0.0312333 | val_loss: 0.031233 | Time: 3827.57 ms
[2022-02-10 09:32:12 main:574] : INFO : Epoch 1936 | loss: 0.0312332 | val_loss: 0.0312344 | Time: 3779.87 ms
[2022-02-10 09:32:16 main:574] : INFO : Epoch 1937 | loss: 0.0312328 | val_loss: 0.0312337 | Time: 3791.69 ms
[2022-02-10 09:32:20 main:574] : INFO : Epoch 1938 | loss: 0.0312342 | val_loss: 0.031233 | Time: 3829.15 ms
[2022-02-10 09:32:24 main:574] : INFO : Epoch 1939 | loss: 0.0312345 | val_loss: 0.0312347 | Time: 3809.64 ms
[2022-02-10 09:32:28 main:574] : INFO : Epoch 1940 | loss: 0.0312338 | val_loss: 0.0312344 | Time: 3868.91 ms
[2022-02-10 09:32:31 main:574] : INFO : Epoch 1941 | loss: 0.0312336 | val_loss: 0.0312332 | Time: 3827.36 ms
[2022-02-10 09:32:35 main:574] : INFO : Epoch 1942 | loss: 0.0312328 | val_loss: 0.0312352 | Time: 3784.35 ms
[2022-02-10 09:32:39 main:574] : INFO : Epoch 1943 | loss: 0.031234 | val_loss: 0.031234 | Time: 3804.03 ms
[2022-02-10 09:32:43 main:574] : INFO : Epoch 1944 | loss: 0.0312335 | val_loss: 0.0312334 | Time: 3827.87 ms
[2022-02-10 09:32:47 main:574] : INFO : Epoch 1945 | loss: 0.0312332 | val_loss: 0.031233 | Time: 3843.02 ms
[2022-02-10 09:32:51 main:574] : INFO : Epoch 1946 | loss: 0.031233 | val_loss: 0.0312341 | Time: 3793.84 ms
[2022-02-10 09:32:54 main:574] : INFO : Epoch 1947 | loss: 0.0312344 | val_loss: 0.0312335 | Time: 3808.43 ms
[2022-02-10 09:32:58 main:574] : INFO : Epoch 1948 | loss: 0.0312332 | val_loss: 0.0312343 | Time: 3804.95 ms
[2022-02-10 09:33:02 main:574] : INFO : Epoch 1949 | loss: 0.0312335 | val_loss: 0.0312338 | Time: 3852.11 ms
[2022-02-10 09:33:06 main:574] : INFO : Epoch 1950 | loss: 0.0312327 | val_loss: 0.0312329 | Time: 3812.16 ms
[2022-02-10 09:33:10 main:574] : INFO : Epoch 1951 | loss: 0.0312331 | val_loss: 0.0312351 | Time: 3789.95 ms
[2022-02-10 09:33:13 main:574] : INFO : Epoch 1952 | loss: 0.0312347 | val_loss: 0.0312337 | Time: 3819.74 ms
[2022-02-10 09:33:17 main:574] : INFO : Epoch 1953 | loss: 0.0312331 | val_loss: 0.0312331 | Time: 3773.51 ms
[2022-02-10 09:33:21 main:574] : INFO : Epoch 1954 | loss: 0.0312338 | val_loss: 0.0312336 | Time: 3832.7 ms
[2022-02-10 09:33:25 main:574] : INFO : Epoch 1955 | loss: 0.0312325 | val_loss: 0.0312341 | Time: 3803.1 ms
[2022-02-10 09:33:29 main:574] : INFO : Epoch 1956 | loss: 0.0312328 | val_loss: 0.0312332 | Time: 3885.59 ms
[2022-02-10 09:33:33 main:574] : INFO : Epoch 1957 | loss: 0.0312326 | val_loss: 0.0312332 | Time: 3840.11 ms
[2022-02-10 09:33:36 main:574] : INFO : Epoch 1958 | loss: 0.0312333 | val_loss: 0.0312334 | Time: 3849.89 ms
[2022-02-10 09:33:41 main:574] : INFO : Epoch 1959 | loss: 0.031234 | val_loss: 0.0312348 | Time: 4469.89 ms
[2022-02-10 09:33:45 main:574] : INFO : Epoch 1960 | loss: 0.0312325 | val_loss: 0.0312329 | Time: 3903.55 ms
[2022-02-10 09:33:49 main:574] : INFO : Epoch 1961 | loss: 0.0312325 | val_loss: 0.0312329 | Time: 3826.46 ms
[2022-02-10 09:33:52 main:574] : INFO : Epoch 1962 | loss: 0.0312329 | val_loss: 0.0312362 | Time: 3807.33 ms
[2022-02-10 09:33:56 main:574] : INFO : Epoch 1963 | loss: 0.0312337 | val_loss: 0.0312336 | Time: 3845.98 ms
[2022-02-10 09:34:00 main:574] : INFO : Epoch 1964 | loss: 0.0312351 | val_loss: 0.0312347 | Time: 3839.71 ms
[2022-02-10 09:34:04 main:574] : INFO : Epoch 1965 | loss: 0.0312337 | val_loss: 0.0312333 | Time: 3865.16 ms
[2022-02-10 09:34:08 main:574] : INFO : Epoch 1966 | loss: 0.0312329 | val_loss: 0.0312329 | Time: 3827.43 ms
[2022-02-10 09:34:12 main:574] : INFO : Epoch 1967 | loss: 0.0312331 | val_loss: 0.0312333 | Time: 3833.63 ms
[2022-02-10 09:34:15 main:574] : INFO : Epoch 1968 | loss: 0.031233 | val_loss: 0.0312344 | Time: 3856.4 ms
[2022-02-10 09:34:19 main:574] : INFO : Epoch 1969 | loss: 0.0312331 | val_loss: 0.0312333 | Time: 3873.17 ms
[2022-02-10 09:34:23 main:574] : INFO : Epoch 1970 | loss: 0.0312328 | val_loss: 0.0312336 | Time: 3838.93 ms
[2022-02-10 09:34:27 main:574] : INFO : Epoch 1971 | loss: 0.031233 | val_loss: 0.0312328 | Time: 3828.93 ms
[2022-02-10 09:34:31 main:574] : INFO : Epoch 1972 | loss: 0.0312326 | val_loss: 0.0312334 | Time: 3847.62 ms
[2022-02-10 09:34:35 main:574] : INFO : Epoch 1973 | loss: 0.0312333 | val_loss: 0.0312338 | Time: 3818.41 ms
[2022-02-10 09:34:38 main:574] : INFO : Epoch 1974 | loss: 0.0312331 | val_loss: 0.0312336 | Time: 3761.75 ms
[2022-02-10 09:34:42 main:574] : INFO : Epoch 1975 | loss: 0.0312326 | val_loss: 0.0312332 | Time: 3823.15 ms
[2022-02-10 09:34:46 main:574] : INFO : Epoch 1976 | loss: 0.0312335 | val_loss: 0.0312342 | Time: 3861.16 ms
[2022-02-10 09:34:50 main:574] : INFO : Epoch 1977 | loss: 0.0312338 | val_loss: 0.0312352 | Time: 3847.9 ms
[2022-02-10 09:34:54 main:574] : INFO : Epoch 1978 | loss: 0.0312338 | val_loss: 0.0312329 | Time: 3832.65 ms
[2022-02-10 09:34:58 main:574] : INFO : Epoch 1979 | loss: 0.0312327 | val_loss: 0.0312364 | Time: 3814.69 ms
[2022-02-10 09:35:01 main:574] : INFO : Epoch 1980 | loss: 0.031234 | val_loss: 0.0312333 | Time: 3800.36 ms
[2022-02-10 09:35:05 main:574] : INFO : Epoch 1981 | loss: 0.0312341 | val_loss: 0.031233 | Time: 3898.29 ms
[2022-02-10 09:35:09 main:574] : INFO : Epoch 1982 | loss: 0.0312329 | val_loss: 0.0312337 | Time: 3836.72 ms
[2022-02-10 09:35:13 main:574] : INFO : Epoch 1983 | loss: 0.0312336 | val_loss: 0.0312345 | Time: 3789.66 ms
[2022-02-10 09:35:17 main:574] : INFO : Epoch 1984 | loss: 0.0312335 | val_loss: 0.0312338 | Time: 3858.3 ms
[2022-02-10 09:35:21 main:574] : INFO : Epoch 1985 | loss: 0.0312336 | val_loss: 0.0312336 | Time: 3832.79 ms
[2022-02-10 09:35:24 main:574] : INFO : Epoch 1986 | loss: 0.0312339 | val_loss: 0.0312343 | Time: 3780.69 ms
[2022-02-10 09:35:28 main:574] : INFO : Epoch 1987 | loss: 0.0312336 | val_loss: 0.0312354 | Time: 3798.54 ms
[2022-02-10 09:35:32 main:574] : INFO : Epoch 1988 | loss: 0.0312343 | val_loss: 0.0312343 | Time: 3785.41 ms
[2022-02-10 09:35:36 main:574] : INFO : Epoch 1989 | loss: 0.0312346 | val_loss: 0.031233 | Time: 3862.12 ms
[2022-02-10 09:35:40 main:574] : INFO : Epoch 1990 | loss: 0.0312331 | val_loss: 0.0312328 | Time: 3843.01 ms
[2022-02-10 09:35:44 main:574] : INFO : Epoch 1991 | loss: 0.0312325 | val_loss: 0.0312331 | Time: 3808.08 ms
[2022-02-10 09:35:47 main:574] : INFO : Epoch 1992 | loss: 0.0312328 | val_loss: 0.0312331 | Time: 3857.88 ms
[2022-02-10 09:35:51 main:574] : INFO : Epoch 1993 | loss: 0.0312328 | val_loss: 0.031233 | Time: 3835.86 ms
[2022-02-10 09:35:55 main:574] : INFO : Epoch 1994 | loss: 0.031233 | val_loss: 0.0312332 | Time: 3851.73 ms
[2022-02-10 09:35:59 main:574] : INFO : Epoch 1995 | loss: 0.0312328 | val_loss: 0.0312332 | Time: 3823.85 ms
[2022-02-10 09:36:03 main:574] : INFO : Epoch 1996 | loss: 0.0312326 | val_loss: 0.031233 | Time: 3780.12 ms
[2022-02-10 09:36:06 main:574] : INFO : Epoch 1997 | loss: 0.0312327 | val_loss: 0.0312358 | Time: 3770.52 ms
[2022-02-10 09:36:10 main:574] : INFO : Epoch 1998 | loss: 0.0312335 | val_loss: 0.0312328 | Time: 3822.97 ms
[2022-02-10 09:36:14 main:574] : INFO : Epoch 1999 | loss: 0.0312329 | val_loss: 0.0312343 | Time: 3840.95 ms
[2022-02-10 09:36:18 main:574] : INFO : Epoch 2000 | loss: 0.0312329 | val_loss: 0.0312329 | Time: 3846.28 ms
[2022-02-10 09:36:22 main:574] : INFO : Epoch 2001 | loss: 0.0312325 | val_loss: 0.0312352 | Time: 3844.88 ms
[2022-02-10 09:36:26 main:574] : INFO : Epoch 2002 | loss: 0.031233 | val_loss: 0.0312334 | Time: 3855.96 ms
[2022-02-10 09:36:30 main:574] : INFO : Epoch 2003 | loss: 0.0312339 | val_loss: 0.031233 | Time: 3846.31 ms
[2022-02-10 09:36:33 main:574] : INFO : Epoch 2004 | loss: 0.0312331 | val_loss: 0.0312331 | Time: 3816.21 ms
[2022-02-10 09:36:37 main:574] : INFO : Epoch 2005 | loss: 0.0312344 | val_loss: 0.0312328 | Time: 3813.44 ms
[2022-02-10 09:36:41 main:574] : INFO : Epoch 2006 | loss: 0.0312334 | val_loss: 0.0312343 | Time: 3864.85 ms
[2022-02-10 09:36:46 main:574] : INFO : Epoch 2007 | loss: 0.0312325 | val_loss: 0.0312328 | Time: 4486.37 ms
[2022-02-10 09:36:49 main:574] : INFO : Epoch 2008 | loss: 0.0312339 | val_loss: 0.0312365 | Time: 3804.66 ms
[2022-02-10 09:36:53 main:574] : INFO : Epoch 2009 | loss: 0.031234 | val_loss: 0.0312335 | Time: 3837.98 ms
[2022-02-10 09:36:57 main:574] : INFO : Epoch 2010 | loss: 0.031234 | val_loss: 0.0312341 | Time: 3803.36 ms
[2022-02-10 09:37:01 main:574] : INFO : Epoch 2011 | loss: 0.0312358 | val_loss: 0.0312336 | Time: 3838.33 ms
[2022-02-10 09:37:05 main:574] : INFO : Epoch 2012 | loss: 0.0312329 | val_loss: 0.0312335 | Time: 3853.84 ms
[2022-02-10 09:37:09 main:574] : INFO : Epoch 2013 | loss: 0.0312329 | val_loss: 0.0312331 | Time: 3814.53 ms
[2022-02-10 09:37:12 main:574] : INFO : Epoch 2014 | loss: 0.0312336 | val_loss: 0.031235 | Time: 3830.59 ms
[2022-02-10 09:37:16 main:574] : INFO : Epoch 2015 | loss: 0.0312352 | val_loss: 0.0312416 | Time: 3818 ms
[2022-02-10 09:37:20 main:574] : INFO : Epoch 2016 | loss: 0.0312383 | val_loss: 0.0312343 | Time: 3812.93 ms
[2022-02-10 09:37:24 main:574] : INFO : Epoch 2017 | loss: 0.0312348 | val_loss: 0.0312333 | Time: 3832.04 ms
[2022-02-10 09:37:28 main:574] : INFO : Epoch 2018 | loss: 0.0312323 | val_loss: 0.0312331 | Time: 3827 ms
[2022-02-10 09:37:32 main:574] : INFO : Epoch 2019 | loss: 0.0312326 | val_loss: 0.0312361 | Time: 3864.49 ms
[2022-02-10 09:37:35 main:574] : INFO : Epoch 2020 | loss: 0.0312332 | val_loss: 0.0312332 | Time: 3856.52 ms
[2022-02-10 09:37:39 main:574] : INFO : Epoch 2021 | loss: 0.0312337 | val_loss: 0.0312344 | Time: 3859.92 ms
[2022-02-10 09:37:43 main:574] : INFO : Epoch 2022 | loss: 0.0312329 | val_loss: 0.0312338 | Time: 3855.74 ms
[2022-02-10 09:37:47 main:574] : INFO : Epoch 2023 | loss: 0.0312333 | val_loss: 0.0312328 | Time: 3853.62 ms
[2022-02-10 09:37:51 main:574] : INFO : Epoch 2024 | loss: 0.0312324 | val_loss: 0.0312331 | Time: 3847.87 ms
[2022-02-10 09:37:55 main:574] : INFO : Epoch 2025 | loss: 0.0312327 | val_loss: 0.0312328 | Time: 3860.35 ms
[2022-02-10 09:37:59 main:574] : INFO : Epoch 2026 | loss: 0.0312329 | val_loss: 0.0312332 | Time: 3853.55 ms
[2022-02-10 09:38:02 main:574] : INFO : Epoch 2027 | loss: 0.0312323 | val_loss: 0.0312337 | Time: 3880.54 ms
[2022-02-10 09:38:06 main:574] : INFO : Epoch 2028 | loss: 0.0312332 | val_loss: 0.0312337 | Time: 3878.88 ms
[2022-02-10 09:38:10 main:574] : INFO : Epoch 2029 | loss: 0.0312334 | val_loss: 0.0312338 | Time: 3817.2 ms
[2022-02-10 09:38:14 main:574] : INFO : Epoch 2030 | loss: 0.0312328 | val_loss: 0.0312328 | Time: 3803.05 ms
[2022-02-10 09:38:18 main:574] : INFO : Epoch 2031 | loss: 0.0312328 | val_loss: 0.0312339 | Time: 3801.33 ms
[2022-02-10 09:38:21 main:574] : INFO : Epoch 2032 | loss: 0.0312328 | val_loss: 0.0312333 | Time: 3795.71 ms
[2022-02-10 09:38:25 main:574] : INFO : Epoch 2033 | loss: 0.031233 | val_loss: 0.0312335 | Time: 3823.03 ms
[2022-02-10 09:38:29 main:574] : INFO : Epoch 2034 | loss: 0.0312331 | val_loss: 0.0312329 | Time: 3836.73 ms
[2022-02-10 09:38:33 main:574] : INFO : Epoch 2035 | loss: 0.0312342 | val_loss: 0.031235 | Time: 3846.91 ms
[2022-02-10 09:38:37 main:574] : INFO : Epoch 2036 | loss: 0.0312329 | val_loss: 0.0312331 | Time: 3836.66 ms
[2022-02-10 09:38:41 main:574] : INFO : Epoch 2037 | loss: 0.031233 | val_loss: 0.0312336 | Time: 3820.76 ms
[2022-02-10 09:38:45 main:574] : INFO : Epoch 2038 | loss: 0.0312327 | val_loss: 0.031233 | Time: 3848.87 ms
[2022-02-10 09:38:48 main:574] : INFO : Epoch 2039 | loss: 0.0312326 | val_loss: 0.0312327 | Time: 3844.6 ms
[2022-02-10 09:38:52 main:574] : INFO : Epoch 2040 | loss: 0.0312335 | val_loss: 0.0312364 | Time: 3861.28 ms
[2022-02-10 09:38:56 main:574] : INFO : Epoch 2041 | loss: 0.0312332 | val_loss: 0.0312363 | Time: 3845.04 ms
[2022-02-10 09:39:00 main:574] : INFO : Epoch 2042 | loss: 0.0312337 | val_loss: 0.0312331 | Time: 3822.53 ms
[2022-02-10 09:39:04 main:574] : INFO : Epoch 2043 | loss: 0.0312333 | val_loss: 0.031236 | Time: 3874.82 ms
[2022-02-10 09:39:08 main:574] : INFO : Epoch 2044 | loss: 0.0312333 | val_loss: 0.0312328 | Time: 3806.52 ms
[2022-02-10 09:39:11 main:574] : INFO : Epoch 2045 | loss: 0.0312324 | val_loss: 0.0312351 | Time: 3840.02 ms
[2022-02-10 09:39:15 main:574] : INFO : Epoch 2046 | loss: 0.0312336 | val_loss: 0.0312392 | Time: 3858.8 ms
[2022-02-10 09:39:19 main:574] : INFO : Epoch 2047 | loss: 0.0312352 | val_loss: 0.0312357 | Time: 3853.59 ms
[2022-02-10 09:39:23 main:574] : INFO : Epoch 2048 | loss: 0.0312345 | val_loss: 0.0312332 | Time: 3835.84 ms
[2022-02-10 09:39:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312332
[2022-02-10 09:39:23 main:603] : INFO : Saving end state to config to file
[2022-02-10 09:39:23 main:608] : INFO : Success, exiting..
09:39:23 (5636): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)