Task 13934207
| Name | ParityModified-1647042770-17838-2-0_0 |
| Workunit | 11010577 |
| Created | 28 Mar 2022, 7:20:07 UTC |
| Sent | 1 Apr 2022, 14:41:18 UTC |
| Report deadline | 9 Apr 2022, 14:41:18 UTC |
| Received | 5 Apr 2022, 9:26:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8864 |
| Run time | 2 hours 10 min 30 sec |
| CPU time | 2 hours 5 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,495.61 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> Time: 3779.46 ms [2022-04-05 10:54:48 main:574] : INFO : Epoch 1542 | loss: 0.0308594 | val_loss: 0.0312577 | Time: 3776.88 ms [2022-04-05 10:54:52 main:574] : INFO : Epoch 1543 | loss: 0.0308543 | val_loss: 0.0312805 | Time: 3767.28 ms [2022-04-05 10:54:56 main:574] : INFO : Epoch 1544 | loss: 0.0308629 | val_loss: 0.0312366 | Time: 3757.4 ms [2022-04-05 10:54:59 main:574] : INFO : Epoch 1545 | loss: 0.0308738 | val_loss: 0.0312308 | Time: 3789.69 ms [2022-04-05 10:55:03 main:574] : INFO : Epoch 1546 | loss: 0.0308756 | val_loss: 0.031263 | Time: 3737.24 ms [2022-04-05 10:55:07 main:574] : INFO : Epoch 1547 | loss: 0.0308621 | val_loss: 0.031266 | Time: 3755.48 ms [2022-04-05 10:55:11 main:574] : INFO : Epoch 1548 | loss: 0.0308641 | val_loss: 0.0311987 | Time: 3749.81 ms [2022-04-05 10:55:14 main:574] : INFO : Epoch 1549 | loss: 0.0308833 | val_loss: 0.0312043 | Time: 3789.17 ms [2022-04-05 10:55:18 main:574] : INFO : Epoch 1550 | loss: 0.0308688 | val_loss: 0.031269 | Time: 3779.01 ms [2022-04-05 10:55:22 main:574] : INFO : Epoch 1551 | loss: 0.0308647 | val_loss: 0.0312569 | Time: 3753.5 ms [2022-04-05 10:55:26 main:574] : INFO : Epoch 1552 | loss: 0.0308694 | val_loss: 0.0312537 | Time: 3778.93 ms [2022-04-05 10:55:30 main:574] : INFO : Epoch 1553 | loss: 0.0308669 | val_loss: 0.0311905 | Time: 3767.33 ms [2022-04-05 10:55:33 main:574] : INFO : Epoch 1554 | loss: 0.0308662 | val_loss: 0.0312159 | Time: 3793.48 ms [2022-04-05 10:55:37 main:574] : INFO : Epoch 1555 | loss: 0.0309144 | val_loss: 0.0311924 | Time: 3754.92 ms [2022-04-05 10:55:41 main:574] : INFO : Epoch 1556 | loss: 0.0309087 | val_loss: 0.0312473 | Time: 3771.77 ms [2022-04-05 10:55:45 main:574] : INFO : Epoch 1557 | loss: 0.030868 | val_loss: 0.0312466 | Time: 3801.29 ms [2022-04-05 10:55:48 main:574] : INFO : Epoch 1558 | loss: 0.0308529 | val_loss: 0.031279 | Time: 3794.64 ms [2022-04-05 10:55:52 main:574] : INFO : Epoch 1559 | loss: 0.0308464 | val_loss: 0.0312829 | Time: 3769.95 ms [2022-04-05 10:55:56 main:574] : INFO : Epoch 1560 | loss: 0.0308612 | val_loss: 0.031218 | Time: 3794.26 ms [2022-04-05 10:56:00 main:574] : INFO : Epoch 1561 | loss: 0.0308705 | val_loss: 0.03125 | Time: 3770.52 ms [2022-04-05 10:56:04 main:574] : INFO : Epoch 1562 | loss: 0.0308626 | val_loss: 0.0312159 | Time: 3784.48 ms [2022-04-05 10:56:07 main:574] : INFO : Epoch 1563 | loss: 0.0308715 | val_loss: 0.0312793 | Time: 3762.91 ms [2022-04-05 10:56:11 main:574] : INFO : Epoch 1564 | loss: 0.0308583 | val_loss: 0.0312779 | Time: 3781.21 ms [2022-04-05 10:56:15 main:574] : INFO : Epoch 1565 | loss: 0.0308524 | val_loss: 0.0312677 | Time: 3821.25 ms [2022-04-05 10:56:19 main:574] : INFO : Epoch 1566 | loss: 0.0308575 | val_loss: 0.0312458 | Time: 3780.17 ms [2022-04-05 10:56:23 main:574] : INFO : Epoch 1567 | loss: 0.0308584 | val_loss: 0.0312107 | Time: 3753.23 ms [2022-04-05 10:56:26 main:574] : INFO : Epoch 1568 | loss: 0.0308644 | val_loss: 0.0312504 | Time: 3776.48 ms [2022-04-05 10:56:30 main:574] : INFO : Epoch 1569 | loss: 0.0308709 | val_loss: 0.0312459 | Time: 3737.97 ms [2022-04-05 10:56:34 main:574] : INFO : Epoch 1570 | loss: 0.030863 | val_loss: 0.0312331 | Time: 3760.1 ms [2022-04-05 10:56:38 main:574] : INFO : Epoch 1571 | loss: 0.0308612 | val_loss: 0.0312628 | Time: 3802.23 ms [2022-04-05 10:56:42 main:574] : INFO : Epoch 1572 | loss: 0.0308615 | val_loss: 0.0312553 | Time: 3984.95 ms [2022-04-05 10:56:45 main:574] : INFO : Epoch 1573 | loss: 0.0308584 | val_loss: 0.0312362 | Time: 3772.57 ms [2022-04-05 10:56:49 main:574] : INFO : Epoch 1574 | loss: 0.0308609 | val_loss: 0.0312494 | Time: 3780.13 ms [2022-04-05 10:56:53 main:574] : INFO : Epoch 1575 | loss: 0.0308674 | val_loss: 0.0312379 | Time: 3753.12 ms [2022-04-05 10:56:57 main:574] : INFO : Epoch 1576 | loss: 0.0308648 | val_loss: 0.0312499 | Time: 3724.2 ms [2022-04-05 10:57:01 main:574] : INFO : Epoch 1577 | loss: 0.0308611 | val_loss: 0.0312237 | Time: 3808.21 ms [2022-04-05 10:57:04 main:574] : INFO : Epoch 1578 | loss: 0.0308655 | val_loss: 0.0312387 | Time: 3747.34 ms [2022-04-05 10:57:08 main:574] : INFO : Epoch 1579 | loss: 0.030859 | val_loss: 0.0312379 | Time: 3760.66 ms [2022-04-05 10:57:12 main:574] : INFO : Epoch 1580 | loss: 0.0308705 | val_loss: 0.0312332 | Time: 3748.1 ms [2022-04-05 10:57:16 main:574] : INFO : Epoch 1581 | loss: 0.0308664 | val_loss: 0.0312285 | Time: 3771.25 ms [2022-04-05 10:57:19 main:574] : INFO : Epoch 1582 | loss: 0.0308693 | val_loss: 0.031221 | Time: 3723.75 ms [2022-04-05 10:57:23 main:574] : INFO : Epoch 1583 | loss: 0.0308656 | val_loss: 0.031248 | Time: 3766.97 ms [2022-04-05 10:57:27 main:574] : INFO : Epoch 1584 | loss: 0.0308516 | val_loss: 0.031253 | Time: 3759.39 ms [2022-04-05 10:57:31 main:574] : INFO : Epoch 1585 | loss: 0.0308492 | val_loss: 0.0312983 | Time: 3779.34 ms [2022-04-05 10:57:34 main:574] : INFO : Epoch 1586 | loss: 0.0308574 | val_loss: 0.0312594 | Time: 3769.02 ms [2022-04-05 10:57:38 main:574] : INFO : Epoch 1587 | loss: 0.0308954 | val_loss: 0.031232 | Time: 3779.97 ms [2022-04-05 10:57:42 main:574] : INFO : Epoch 1588 | loss: 0.0308726 | val_loss: 0.0312281 | Time: 3760.47 ms [2022-04-05 10:57:46 main:574] : INFO : Epoch 1589 | loss: 0.0308947 | val_loss: 0.0312219 | Time: 3797.38 ms [2022-04-05 10:57:50 main:574] : INFO : Epoch 1590 | loss: 0.0308846 | val_loss: 0.0312639 | Time: 3790.32 ms [2022-04-05 10:57:53 main:574] : INFO : Epoch 1591 | loss: 0.0308765 | val_loss: 0.0312623 | Time: 3780.07 ms [2022-04-05 10:57:57 main:574] : INFO : Epoch 1592 | loss: 0.0308827 | val_loss: 0.0312423 | Time: 3803.79 ms [2022-04-05 10:58:01 main:574] : INFO : Epoch 1593 | loss: 0.0308608 | val_loss: 0.0312821 | Time: 3781.7 ms [2022-04-05 10:58:05 main:574] : INFO : Epoch 1594 | loss: 0.0308552 | val_loss: 0.0312873 | Time: 3783.8 ms [2022-04-05 10:58:09 main:574] : INFO : Epoch 1595 | loss: 0.0308706 | val_loss: 0.0312323 | Time: 3793.4 ms [2022-04-05 10:58:12 main:574] : INFO : Epoch 1596 | loss: 0.0308818 | val_loss: 0.0312428 | Time: 3765.44 ms [2022-04-05 10:58:16 main:574] : INFO : Epoch 1597 | loss: 0.0308621 | val_loss: 0.031273 | Time: 3798.24 ms [2022-04-05 10:58:20 main:574] : INFO : Epoch 1598 | loss: 0.0308638 | val_loss: 0.0312489 | Time: 3752.65 ms [2022-04-05 10:58:24 main:574] : INFO : Epoch 1599 | loss: 0.0308729 | val_loss: 0.0312298 | Time: 3768 ms [2022-04-05 10:58:28 main:574] : INFO : Epoch 1600 | loss: 0.0308694 | val_loss: 0.0312239 | Time: 3743.16 ms [2022-04-05 10:58:31 main:574] : INFO : Epoch 1601 | loss: 0.0308822 | val_loss: 0.0312568 | Time: 3759.69 ms [2022-04-05 10:58:35 main:574] : INFO : Epoch 1602 | loss: 0.0308814 | val_loss: 0.03125 | Time: 3759.55 ms [2022-04-05 10:58:39 main:574] : INFO : Epoch 1603 | loss: 0.0308727 | val_loss: 0.0312261 | Time: 3734.52 ms [2022-04-05 10:58:43 main:574] : INFO : Epoch 1604 | loss: 0.0308699 | val_loss: 0.0312174 | Time: 3737.3 ms [2022-04-05 10:58:46 main:574] : INFO : Epoch 1605 | loss: 0.0308812 | val_loss: 0.0312222 | Time: 3723.95 ms [2022-04-05 10:58:50 main:574] : INFO : Epoch 1606 | loss: 0.0308709 | val_loss: 0.0312596 | Time: 3728.59 ms [2022-04-05 10:58:54 main:574] : INFO : Epoch 1607 | loss: 0.0308623 | val_loss: 0.0312563 | Time: 3730.1 ms [2022-04-05 10:58:58 main:574] : INFO : Epoch 1608 | loss: 0.0308507 | val_loss: 0.0312747 | Time: 3779.64 ms [2022-04-05 10:59:01 main:574] : INFO : Epoch 1609 | loss: 0.0308553 | val_loss: 0.0312512 | Time: 3798.23 ms [2022-04-05 10:59:05 main:574] : INFO : Epoch 1610 | loss: 0.0308593 | val_loss: 0.0312147 | Time: 3758.29 ms [2022-04-05 10:59:09 main:574] : INFO : Epoch 1611 | loss: 0.0308626 | val_loss: 0.0312629 | Time: 3762.34 ms [2022-04-05 10:59:13 main:574] : INFO : Epoch 1612 | loss: 0.0308553 | val_loss: 0.0312423 | Time: 3757.83 ms [2022-04-05 10:59:16 main:574] : INFO : Epoch 1613 | loss: 0.0308521 | val_loss: 0.0312461 | Time: 3787.37 ms [2022-04-05 10:59:20 main:574] : INFO : Epoch 1614 | loss: 0.030856 | val_loss: 0.0312582 | Time: 3769.56 ms [2022-04-05 10:59:24 main:574] : INFO : Epoch 1615 | loss: 0.0308631 | val_loss: 0.031253 | Time: 3750.3 ms [2022-04-05 10:59:28 main:574] : INFO : Epoch 1616 | loss: 0.0308714 | val_loss: 0.0312419 | Time: 3779.05 ms [2022-04-05 10:59:32 main:574] : INFO : Epoch 1617 | loss: 0.0308683 | val_loss: 0.0312636 | Time: 3756.82 ms [2022-04-05 10:59:35 main:574] : INFO : Epoch 1618 | loss: 0.0308659 | val_loss: 0.0312788 | Time: 3764.29 ms [2022-04-05 10:59:39 main:574] : INFO : Epoch 1619 | loss: 0.0308751 | val_loss: 0.0312732 | Time: 3764.29 ms [2022-04-05 10:59:43 main:574] : INFO : Epoch 1620 | loss: 0.0310313 | val_loss: 0.0311742 | Time: 3782.03 ms [2022-04-05 10:59:47 main:574] : INFO : Epoch 1621 | loss: 0.0311683 | val_loss: 0.0339554 | Time: 3821.19 ms [2022-04-05 10:59:51 main:574] : INFO : Epoch 1622 | loss: 0.0330287 | val_loss: 0.0327047 | Time: 3774.92 ms [2022-04-05 10:59:54 main:574] : INFO : Epoch 1623 | loss: 0.032534 | val_loss: 0.0314603 | Time: 3787.15 ms [2022-04-05 10:59:58 main:574] : INFO : Epoch 1624 | loss: 0.0313765 | val_loss: 0.0312815 | Time: 3820.91 ms [2022-04-05 11:00:02 main:574] : INFO : Epoch 1625 | loss: 0.0312749 | val_loss: 0.0312618 | Time: 3805.22 ms [2022-04-05 11:00:06 main:574] : INFO : Epoch 1626 | loss: 0.0312549 | val_loss: 0.0312524 | Time: 3805.64 ms [2022-04-05 11:00:10 main:574] : INFO : Epoch 1627 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 3797.67 ms [2022-04-05 11:00:13 main:574] : INFO : Epoch 1628 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 3782.78 ms [2022-04-05 11:00:17 main:574] : INFO : Epoch 1629 | loss: 0.03125 | val_loss: 0.0312506 | Time: 3761.12 ms [2022-04-05 11:00:21 main:574] : INFO : Epoch 1630 | loss: 0.03125 | val_loss: 0.0312509 | Time: 3723.91 ms [2022-04-05 11:00:25 main:574] : INFO : Epoch 1631 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 3696.39 ms [2022-04-05 11:00:28 main:574] : INFO : Epoch 1632 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 3691.21 ms [2022-04-05 11:00:32 main:574] : INFO : Epoch 1633 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 3738.55 ms [2022-04-05 11:00:36 main:574] : INFO : Epoch 1634 | loss: 0.0312499 | val_loss: 0.031251 | Time: 3723.8 ms [2022-04-05 11:00:40 main:574] : INFO : Epoch 1635 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 3725.02 ms [2022-04-05 11:00:43 main:574] : INFO : Epoch 1636 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 3729.32 ms [2022-04-05 11:00:47 main:574] : INFO : Epoch 1637 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3720.23 ms [2022-04-05 11:00:51 main:574] : INFO : Epoch 1638 | loss: 0.03125 | val_loss: 0.0312511 | Time: 3708.32 ms [2022-04-05 11:00:54 main:574] : INFO : Epoch 1639 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3716.28 ms [2022-04-05 11:00:58 main:574] : INFO : Epoch 1640 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 3728.35 ms [2022-04-05 11:01:02 main:574] : INFO : Epoch 1641 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3771.37 ms [2022-04-05 11:01:06 main:574] : INFO : Epoch 1642 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 3727.97 ms [2022-04-05 11:01:09 main:574] : INFO : Epoch 1643 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3724 ms [2022-04-05 11:01:13 main:574] : INFO : Epoch 1644 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 3745.59 ms [2022-04-05 11:01:17 main:574] : INFO : Epoch 1645 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3749.91 ms [2022-04-05 11:01:21 main:574] : INFO : Epoch 1646 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3783.61 ms [2022-04-05 11:01:25 main:574] : INFO : Epoch 1647 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3768.48 ms [2022-04-05 11:01:28 main:574] : INFO : Epoch 1648 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3740.23 ms [2022-04-05 11:01:32 main:574] : INFO : Epoch 1649 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3762.87 ms [2022-04-05 11:01:36 main:574] : INFO : Epoch 1650 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 3755.73 ms [2022-04-05 11:01:40 main:574] : INFO : Epoch 1651 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 3755 ms [2022-04-05 11:01:43 main:574] : INFO : Epoch 1652 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3769.18 ms [2022-04-05 11:01:47 main:574] : INFO : Epoch 1653 | loss: 0.03125 | val_loss: 0.0312502 | Time: 3767.46 ms [2022-04-05 11:01:51 main:574] : INFO : Epoch 1654 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3771.21 ms [2022-04-05 11:01:55 main:574] : INFO : Epoch 1655 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3782.59 ms [2022-04-05 11:01:59 main:574] : INFO : Epoch 1656 | loss: 0.03125 | val_loss: 0.0312508 | Time: 4175.91 ms [2022-04-05 11:02:03 main:574] : INFO : Epoch 1657 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 3802.1 ms [2022-04-05 11:02:06 main:574] : INFO : Epoch 1658 | loss: 0.0312507 | val_loss: 0.031253 | Time: 3780.7 ms [2022-04-05 11:02:10 main:574] : INFO : Epoch 1659 | loss: 0.031251 | val_loss: 0.0312504 | Time: 3818.18 ms [2022-04-05 11:02:14 main:574] : INFO : Epoch 1660 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3753.51 ms [2022-04-05 11:02:18 main:574] : INFO : Epoch 1661 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3738.86 ms [2022-04-05 11:02:22 main:574] : INFO : Epoch 1662 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 3726.05 ms [2022-04-05 11:02:25 main:574] : INFO : Epoch 1663 | loss: 0.03125 | val_loss: 0.0312507 | Time: 3741.81 ms [2022-04-05 11:02:29 main:574] : INFO : Epoch 1664 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3768.97 ms [2022-04-05 11:02:33 main:574] : INFO : Epoch 1665 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3719.67 ms [2022-04-05 11:02:37 main:574] : INFO : Epoch 1666 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 3758.87 ms [2022-04-05 11:02:40 main:574] : INFO : Epoch 1667 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 3742.35 ms [2022-04-05 11:02:44 main:574] : INFO : Epoch 1668 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3713.22 ms [2022-04-05 11:02:48 main:574] : INFO : Epoch 1669 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3748.22 ms [2022-04-05 11:02:52 main:574] : INFO : Epoch 1670 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 3738.35 ms [2022-04-05 11:02:55 main:574] : INFO : Epoch 1671 | loss: 0.03125 | val_loss: 0.0312505 | Time: 3732.78 ms [2022-04-05 11:02:59 main:574] : INFO : Epoch 1672 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 3732.78 ms [2022-04-05 11:03:03 main:574] : INFO : Epoch 1673 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3753.51 ms [2022-04-05 11:03:06 main:574] : INFO : Epoch 1674 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 3706.06 ms [2022-04-05 11:03:10 main:574] : INFO : Epoch 1675 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 3777.91 ms [2022-04-05 11:03:14 main:574] : INFO : Epoch 1676 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3727.29 ms [2022-04-05 11:03:18 main:574] : INFO : Epoch 1677 | loss: 0.0312507 | val_loss: 0.031251 | Time: 3768.89 ms [2022-04-05 11:03:22 main:574] : INFO : Epoch 1678 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 3732.09 ms [2022-04-05 11:03:25 main:574] : INFO : Epoch 1679 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 3773.87 ms [2022-04-05 11:03:29 main:574] : INFO : Epoch 1680 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3756.47 ms [2022-04-05 11:03:33 main:574] : INFO : Epoch 1681 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 3744.85 ms [2022-04-05 11:03:37 main:574] : INFO : Epoch 1682 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3750.93 ms [2022-04-05 11:03:40 main:574] : INFO : Epoch 1683 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 3749.18 ms [2022-04-05 11:03:44 main:574] : INFO : Epoch 1684 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 3775.07 ms [2022-04-05 11:03:48 main:574] : INFO : Epoch 1685 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 3758.5 ms [2022-04-05 11:03:52 main:574] : INFO : Epoch 1686 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3762.67 ms [2022-04-05 11:03:55 main:574] : INFO : Epoch 1687 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 3765.02 ms [2022-04-05 11:03:59 main:574] : INFO : Epoch 1688 | loss: 0.03125 | val_loss: 0.031251 | Time: 3794.42 ms [2022-04-05 11:04:03 main:574] : INFO : Epoch 1689 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 3753.13 ms [2022-04-05 11:04:07 main:574] : INFO : Epoch 1690 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 3756.15 ms [2022-04-05 11:04:11 main:574] : INFO : Epoch 1691 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 3738.63 ms [2022-04-05 11:04:14 main:574] : INFO : Epoch 1692 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 3747.82 ms [2022-04-05 11:04:18 main:574] : INFO : Epoch 1693 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 3765.48 ms [2022-04-05 11:04:22 main:574] : INFO : Epoch 1694 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 3721.34 ms [2022-04-05 11:04:26 main:574] : INFO : Epoch 1695 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 3714.57 ms [2022-04-05 11:04:29 main:574] : INFO : Epoch 1696 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 3705.76 ms [2022-04-05 11:04:33 main:574] : INFO : Epoch 1697 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 3703.66 ms [2022-04-05 11:04:37 main:574] : INFO : Epoch 1698 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3722.18 ms [2022-04-05 11:04:40 main:574] : INFO : Epoch 1699 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 3705.17 ms [2022-04-05 11:04:44 main:574] : INFO : Epoch 1700 | loss: 0.0312498 | val_loss: 0.03125 | Time: 3706.26 ms [2022-04-05 11:04:48 main:574] : INFO : Epoch 1701 | loss: 0.0312492 | val_loss: 0.0312497 | Time: 3757.95 ms [2022-04-05 11:04:52 main:574] : INFO : Epoch 1702 | loss: 0.0312492 | val_loss: 0.0312498 | Time: 3733.09 ms [2022-04-05 11:04:55 main:574] : INFO : Epoch 1703 | loss: 0.0312492 | val_loss: 0.03125 | Time: 3730.41 ms [2022-04-05 11:04:59 main:574] : INFO : Epoch 1704 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 3735.84 ms [2022-04-05 11:05:03 main:574] : INFO : Epoch 1705 | loss: 0.0312493 | val_loss: 0.03125 | Time: 3772.79 ms [2022-04-05 11:05:07 main:574] : INFO : Epoch 1706 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3741.32 ms [2022-04-05 11:05:10 main:574] : INFO : Epoch 1707 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 3771.03 ms [2022-04-05 11:05:14 main:574] : INFO : Epoch 1708 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 3750.36 ms [2022-04-05 11:05:18 main:574] : INFO : Epoch 1709 | loss: 0.03125 | val_loss: 0.0312512 | Time: 3794.26 ms [2022-04-05 11:05:22 main:574] : INFO : Epoch 1710 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 3761.15 ms [2022-04-05 11:05:26 main:574] : INFO : Epoch 1711 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 3763.1 ms [2022-04-05 11:05:29 main:574] : INFO : Epoch 1712 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3742.58 ms [2022-04-05 11:05:33 main:574] : INFO : Epoch 1713 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 3763.48 ms [2022-04-05 11:05:37 main:574] : INFO : Epoch 1714 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 3742.35 ms [2022-04-05 11:05:41 main:574] : INFO : Epoch 1715 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 3761.75 ms [2022-04-05 11:05:44 main:574] : INFO : Epoch 1716 | loss: 0.03125 | val_loss: 0.0312505 | Time: 3722.48 ms [2022-04-05 11:05:48 main:574] : INFO : Epoch 1717 | loss: 0.0312507 | val_loss: 0.0312531 | Time: 3729.77 ms [2022-04-05 11:05:52 main:574] : INFO : Epoch 1718 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 3701.79 ms [2022-04-05 11:05:56 main:574] : INFO : Epoch 1719 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3717.69 ms [2022-04-05 11:05:59 main:574] : INFO : Epoch 1720 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3724.87 ms [2022-04-05 11:06:03 main:574] : INFO : Epoch 1721 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 3749.68 ms [2022-04-05 11:06:07 main:574] : INFO : Epoch 1722 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 3791.16 ms [2022-04-05 11:06:11 main:574] : INFO : Epoch 1723 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3724.92 ms [2022-04-05 11:06:14 main:574] : INFO : Epoch 1724 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 3701.28 ms [2022-04-05 11:06:18 main:574] : INFO : Epoch 1725 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 3715.01 ms [2022-04-05 11:06:22 main:574] : INFO : Epoch 1726 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 3706.72 ms [2022-04-05 11:06:25 main:574] : INFO : Epoch 1727 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 3698.77 ms [2022-04-05 11:06:29 main:574] : INFO : Epoch 1728 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 3749.95 ms [2022-04-05 11:06:33 main:574] : INFO : Epoch 1729 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 3713.81 ms [2022-04-05 11:06:37 main:574] : INFO : Epoch 1730 | loss: 0.0312504 | val_loss: 0.031251 | Time: 3732.9 ms [2022-04-05 11:06:40 main:574] : INFO : Epoch 1731 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 3739.2 ms [2022-04-05 11:06:44 main:574] : INFO : Epoch 1732 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 3730.59 ms [2022-04-05 11:06:48 main:574] : INFO : Epoch 1733 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 3748.98 ms [2022-04-05 11:06:52 main:574] : INFO : Epoch 1734 | loss: 0.0312505 | val_loss: 0.03125 | Time: 3737.86 ms [2022-04-05 11:06:55 main:574] : INFO : Epoch 1735 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 3755.03 ms [2022-04-05 11:06:59 main:574] : INFO : Epoch 1736 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 3754.71 ms [2022-04-05 11:07:03 main:574] : INFO : Epoch 1737 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 3781.6 ms [2022-04-05 11:07:07 main:574] : INFO : Epoch 1738 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3807.96 ms [2022-04-05 11:07:11 main:574] : INFO : Epoch 1739 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 3769.32 ms [2022-04-05 11:07:14 main:574] : INFO : Epoch 1740 | loss: 0.03125 | val_loss: 0.0312498 | Time: 3781.89 ms [2022-04-05 11:07:18 main:574] : INFO : Epoch 1741 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 3777.07 ms [2022-04-05 11:07:22 main:574] : INFO : Epoch 1742 | loss: 0.03125 | val_loss: 0.03125 | Time: 3748.62 ms [2022-04-05 11:07:26 main:574] : INFO : Epoch 1743 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 3779.38 ms [2022-04-05 11:07:29 main:574] : INFO : Epoch 1744 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 3762.58 ms [2022-04-05 11:07:33 main:574] : INFO : Epoch 1745 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 3731.8 ms [2022-04-05 11:07:37 main:574] : INFO : Epoch 1746 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3755.35 ms [2022-04-05 11:07:41 main:574] : INFO : Epoch 1747 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3736.81 ms [2022-04-05 11:07:44 main:574] : INFO : Epoch 1748 | loss: 0.0312519 | val_loss: 0.0312497 | Time: 3749.13 ms [2022-04-05 11:07:48 main:574] : INFO : Epoch 1749 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 3747.76 ms [2022-04-05 11:07:52 main:574] : INFO : Epoch 1750 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 3735.01 ms [2022-04-05 11:07:56 main:574] : INFO : Epoch 1751 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 3714.95 ms [2022-04-05 11:07:59 main:574] : INFO : Epoch 1752 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3748.11 ms [2022-04-05 11:08:03 main:574] : INFO : Epoch 1753 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 3734.94 ms [2022-04-05 11:08:07 main:574] : INFO : Epoch 1754 | loss: 0.03125 | val_loss: 0.0312495 | Time: 3741.09 ms [2022-04-05 11:08:11 main:574] : INFO : Epoch 1755 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 3727.18 ms [2022-04-05 11:08:14 main:574] : INFO : Epoch 1756 | loss: 0.03125 | val_loss: 0.0312495 | Time: 3725.46 ms [2022-04-05 11:08:18 main:574] : INFO : Epoch 1757 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 3732.17 ms [2022-04-05 11:08:22 main:574] : INFO : Epoch 1758 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 3708.38 ms [2022-04-05 11:08:26 main:574] : INFO : Epoch 1759 | loss: 0.03125 | val_loss: 0.0312525 | Time: 3709.07 ms [2022-04-05 11:08:29 main:574] : INFO : Epoch 1760 | loss: 0.0312529 | val_loss: 0.0312514 | Time: 3728.02 ms [2022-04-05 11:08:33 main:574] : INFO : Epoch 1761 | loss: 0.0312509 | val_loss: 0.0312495 | Time: 3697.09 ms [2022-04-05 11:08:37 main:574] : INFO : Epoch 1762 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 3746.21 ms [2022-04-05 11:08:41 main:574] : INFO : Epoch 1763 | loss: 0.0312498 | val_loss: 0.03125 | Time: 3741.69 ms [2022-04-05 11:08:44 main:574] : INFO : Epoch 1764 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 3712.72 ms [2022-04-05 11:08:48 main:574] : INFO : Epoch 1765 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 3743.89 ms [2022-04-05 11:08:52 main:574] : INFO : Epoch 1766 | loss: 0.0312508 | val_loss: 0.0312497 | Time: 3773.36 ms [2022-04-05 11:08:56 main:574] : INFO : Epoch 1767 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 3738.67 ms [2022-04-05 11:08:59 main:574] : INFO : Epoch 1768 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 3734.81 ms [2022-04-05 11:09:03 main:574] : INFO : Epoch 1769 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 3763.88 ms [2022-04-05 11:09:07 main:574] : INFO : Epoch 1770 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 3757.12 ms [2022-04-05 11:09:11 main:574] : INFO : Epoch 1771 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 3743.87 ms [2022-04-05 11:09:14 main:574] : INFO : Epoch 1772 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 3754.76 ms [2022-04-05 11:09:18 main:574] : INFO : Epoch 1773 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3757.47 ms [2022-04-05 11:09:22 main:574] : INFO : Epoch 1774 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 3767.47 ms [2022-04-05 11:09:26 main:574] : INFO : Epoch 1775 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 3760.43 ms [2022-04-05 11:09:29 main:574] : INFO : Epoch 1776 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 3756.99 ms [2022-04-05 11:09:33 main:574] : INFO : Epoch 1777 | loss: 0.0312497 | val_loss: 0.0312493 | Time: 3741.87 ms [2022-04-05 11:09:37 main:574] : INFO : Epoch 1778 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 3722.4 ms [2022-04-05 11:09:41 main:574] : INFO : Epoch 1779 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 3714.96 ms [2022-04-05 11:09:44 main:574] : INFO : Epoch 1780 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 3727.18 ms [2022-04-05 11:09:48 main:574] : INFO : Epoch 1781 | loss: 0.03125 | val_loss: 0.0312497 | Time: 3729.57 ms [2022-04-05 11:09:52 main:574] : INFO : Epoch 1782 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 3733.29 ms [2022-04-05 11:09:56 main:574] : INFO : Epoch 1783 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 3699.26 ms [2022-04-05 11:09:59 main:574] : INFO : Epoch 1784 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 3730.66 ms [2022-04-05 11:10:03 main:574] : INFO : Epoch 1785 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3713.59 ms [2022-04-05 11:10:07 main:574] : INFO : Epoch 1786 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 3724.58 ms [2022-04-05 11:10:10 main:574] : INFO : Epoch 1787 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 3729.71 ms [2022-04-05 11:10:14 main:574] : INFO : Epoch 1788 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 3725.41 ms [2022-04-05 11:10:18 main:574] : INFO : Epoch 1789 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 3721.33 ms [2022-04-05 11:10:22 main:574] : INFO : Epoch 1790 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 3737.41 ms [2022-04-05 11:10:25 main:574] : INFO : Epoch 1791 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 3736.48 ms [2022-04-05 11:10:29 main:574] : INFO : Epoch 1792 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3752.52 ms [2022-04-05 11:10:33 main:574] : INFO : Epoch 1793 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 3762.81 ms [2022-04-05 11:10:37 main:574] : INFO : Epoch 1794 | loss: 0.0312505 | val_loss: 0.03125 | Time: 3743.68 ms [2022-04-05 11:10:40 main:574] : INFO : Epoch 1795 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 3744.66 ms [2022-04-05 11:10:44 main:574] : INFO : Epoch 1796 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 3738.61 ms [2022-04-05 11:10:48 main:574] : INFO : Epoch 1797 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 3752.07 ms [2022-04-05 11:10:52 main:574] : INFO : Epoch 1798 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 3776.07 ms [2022-04-05 11:10:56 main:574] : INFO : Epoch 1799 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 3744.85 ms [2022-04-05 11:10:59 main:574] : INFO : Epoch 1800 | loss: 0.0312506 | val_loss: 0.031251 | Time: 3752.14 ms [2022-04-05 11:11:03 main:574] : INFO : Epoch 1801 | loss: 0.0312519 | val_loss: 0.0312511 | Time: 3775.38 ms [2022-04-05 11:11:07 main:574] : INFO : Epoch 1802 | loss: 0.0312514 | val_loss: 0.0312496 | Time: 3762.15 ms [2022-04-05 11:11:11 main:574] : INFO : Epoch 1803 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 3755 ms [2022-04-05 11:11:14 main:574] : INFO : Epoch 1804 | loss: 0.03125 | val_loss: 0.0312494 | Time: 3758.54 ms [2022-04-05 11:11:18 main:574] : INFO : Epoch 1805 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 3777.68 ms [2022-04-05 11:11:22 main:574] : INFO : Epoch 1806 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 3847.62 ms [2022-04-05 11:11:26 main:574] : INFO : Epoch 1807 | loss: 0.03125 | val_loss: 0.0312497 | Time: 3748.69 ms [2022-04-05 11:11:30 main:574] : INFO : Epoch 1808 | loss: 0.0312504 | val_loss: 0.0312493 | Time: 3750.26 ms [2022-04-05 11:11:33 main:574] : INFO : Epoch 1809 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3722.59 ms [2022-04-05 11:11:37 main:574] : INFO : Epoch 1810 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 3716.1 ms [2022-04-05 11:11:41 main:574] : INFO : Epoch 1811 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 3742.09 ms [2022-04-05 11:11:45 main:574] : INFO : Epoch 1812 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 3895.96 ms [2022-04-05 11:11:48 main:574] : INFO : Epoch 1813 | loss: 0.031251 | val_loss: 0.0312512 | Time: 3744.14 ms [2022-04-05 11:11:52 main:574] : INFO : Epoch 1814 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3726.45 ms [2022-04-05 11:11:56 main:574] : INFO : Epoch 1815 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 3737.96 ms [2022-04-05 11:12:00 main:574] : INFO : Epoch 1816 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 3745.61 ms [2022-04-05 11:12:03 main:574] : INFO : Epoch 1817 | loss: 0.0312505 | val_loss: 0.03125 | Time: 3776.72 ms [2022-04-05 11:12:07 main:574] : INFO : Epoch 1818 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 3738.8 ms [2022-04-05 11:12:11 main:574] : INFO : Epoch 1819 | loss: 0.03125 | val_loss: 0.0312495 | Time: 3741.01 ms [2022-04-05 11:12:15 main:574] : INFO : Epoch 1820 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 3745.2 ms [2022-04-05 11:12:18 main:574] : INFO : Epoch 1821 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 3756.85 ms [2022-04-05 11:12:22 main:574] : INFO : Epoch 1822 | loss: 0.0312507 | val_loss: 0.031251 | Time: 3753.27 ms [2022-04-05 11:12:26 main:574] : INFO : Epoch 1823 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 3766.24 ms [2022-04-05 11:12:30 main:574] : INFO : Epoch 1824 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 3738.29 ms [2022-04-05 11:12:33 main:574] : INFO : Epoch 1825 | loss: 0.0312507 | val_loss: 0.0312493 | Time: 3751.09 ms [2022-04-05 11:12:37 main:574] : INFO : Epoch 1826 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 3734.26 ms [2022-04-05 11:12:41 main:574] : INFO : Epoch 1827 | loss: 0.0312499 | val_loss: 0.03125 | Time: 3764.02 ms [2022-04-05 11:12:45 main:574] : INFO : Epoch 1828 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 3751.59 ms [2022-04-05 11:12:49 main:574] : INFO : Epoch 1829 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 3755.74 ms [2022-04-05 11:12:52 main:574] : INFO : Epoch 1830 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 3741.06 ms [2022-04-05 11:12:56 main:574] : INFO : Epoch 1831 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3737.89 ms [2022-04-05 11:13:00 main:574] : INFO : Epoch 1832 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 3809.29 ms [2022-04-05 11:13:04 main:574] : INFO : Epoch 1833 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 3791.97 ms [2022-04-05 11:13:07 main:574] : INFO : Epoch 1834 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 3769.4 ms [2022-04-05 11:13:11 main:574] : INFO : Epoch 1835 | loss: 0.0312505 | val_loss: 0.0312493 | Time: 3729.99 ms [2022-04-05 11:13:15 main:574] : INFO : Epoch 1836 | loss: 0.0312497 | val_loss: 0.03125 | Time: 3774.03 ms [2022-04-05 11:13:19 main:574] : INFO : Epoch 1837 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 3734.57 ms [2022-04-05 11:13:22 main:574] : INFO : Epoch 1838 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 3768.26 ms [2022-04-05 11:13:26 main:574] : INFO : Epoch 1839 | loss: 0.0312501 | val_loss: 0.0312491 | Time: 3709.67 ms [2022-04-05 11:13:30 main:574] : INFO : Epoch 1840 | loss: 0.0312502 | val_loss: 0.0312492 | Time: 3696.11 ms [2022-04-05 11:13:34 main:574] : INFO : Epoch 1841 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 3724.16 ms [2022-04-05 11:13:37 main:574] : INFO : Epoch 1842 | loss: 0.0312518 | val_loss: 0.0312506 | Time: 3714.91 ms [2022-04-05 11:13:41 main:574] : INFO : Epoch 1843 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 3713.49 ms [2022-04-05 11:13:45 main:574] : INFO : Epoch 1844 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 3709.92 ms [2022-04-05 11:13:48 main:574] : INFO : Epoch 1845 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 3719.17 ms [2022-04-05 11:13:52 main:574] : INFO : Epoch 1846 | loss: 0.0312494 | val_loss: 0.0312495 | Time: 3712.85 ms [2022-04-05 11:13:56 main:574] : INFO : Epoch 1847 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 3725.07 ms [2022-04-05 11:14:00 main:574] : INFO : Epoch 1848 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 3767.96 ms [2022-04-05 11:14:03 main:574] : INFO : Epoch 1849 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 3755.42 ms [2022-04-05 11:14:07 main:574] : INFO : Epoch 1850 | loss: 0.0312497 | val_loss: 0.0312522 | Time: 3736.44 ms [2022-04-05 11:14:11 main:574] : INFO : Epoch 1851 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 3737.44 ms [2022-04-05 11:14:15 main:574] : INFO : Epoch 1852 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 3734.94 ms [2022-04-05 11:14:18 main:574] : INFO : Epoch 1853 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 3740.25 ms [2022-04-05 11:14:22 main:574] : INFO : Epoch 1854 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 3789.93 ms [2022-04-05 11:14:26 main:574] : INFO : Epoch 1855 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 3756.12 ms [2022-04-05 11:14:30 main:574] : INFO : Epoch 1856 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 3745.02 ms [2022-04-05 11:14:34 main:574] : INFO : Epoch 1857 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 3764.48 ms [2022-04-05 11:14:37 main:574] : INFO : Epoch 1858 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 3759.85 ms [2022-04-05 11:14:41 main:574] : INFO : Epoch 1859 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 3744.91 ms [2022-04-05 11:14:45 main:574] : INFO : Epoch 1860 | loss: 0.03125 | val_loss: 0.03125 | Time: 3730.91 ms [2022-04-05 11:14:49 main:574] : INFO : Epoch 1861 | loss: 0.0312815 | val_loss: 0.031302 | Time: 3743.55 ms [2022-04-05 11:14:52 main:574] : INFO : Epoch 1862 | loss: 0.0312671 | val_loss: 0.0312551 | Time: 3752.22 ms [2022-04-05 11:14:56 main:574] : INFO : Epoch 1863 | loss: 0.0312529 | val_loss: 0.0312514 | Time: 3758.37 ms [2022-04-05 11:15:00 main:574] : INFO : Epoch 1864 | loss: 0.0312508 | val_loss: 0.03125 | Time: 3760.27 ms [2022-04-05 11:15:04 main:574] : INFO : Epoch 1865 | loss: 0.0312509 | val_loss: 0.03125 | Time: 3735.88 ms [2022-04-05 11:15:07 main:574] : INFO : Epoch 1866 | loss: 0.0312502 | val_loss: 0.031251 | Time: 3753.31 ms [2022-04-05 11:15:11 main:574] : INFO : Epoch 1867 | loss: 0.0312516 | val_loss: 0.0312511 | Time: 3723.11 ms [2022-04-05 11:15:15 main:574] : INFO : Epoch 1868 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 3712.24 ms [2022-04-05 11:15:19 main:574] : INFO : Epoch 1869 | loss: 0.0312505 | val_loss: 0.03125 | Time: 3718.33 ms [2022-04-05 11:15:22 main:574] : INFO : Epoch 1870 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 3712.55 ms [2022-04-05 11:15:26 main:574] : INFO : Epoch 1871 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 3747.52 ms [2022-04-05 11:15:30 main:574] : INFO : Epoch 1872 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3737.66 ms [2022-04-05 11:15:34 main:574] : INFO : Epoch 1873 | loss: 0.03125 | val_loss: 0.03125 | Time: 3724.28 ms [2022-04-05 11:15:37 main:574] : INFO : Epoch 1874 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3700.16 ms [2022-04-05 11:15:41 main:574] : INFO : Epoch 1875 | loss: 0.0312501 | val_loss: 0.0312525 | Time: 3701.44 ms [2022-04-05 11:15:45 main:574] : INFO : Epoch 1876 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 3723.76 ms [2022-04-05 11:15:48 main:574] : INFO : Epoch 1877 | loss: 0.0312502 | val_loss: 0.0312525 | Time: 3743.5 ms [2022-04-05 11:15:52 main:574] : INFO : Epoch 1878 | loss: 0.0312511 | val_loss: 0.0312499 | Time: 3721.95 ms [2022-04-05 11:15:56 main:574] : INFO : Epoch 1879 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3722.31 ms [2022-04-05 11:16:00 main:574] : INFO : Epoch 1880 | loss: 0.0312506 | val_loss: 0.0312527 | Time: 3772.28 ms [2022-04-05 11:16:03 main:574] : INFO : Epoch 1881 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 3784.83 ms [2022-04-05 11:16:07 main:574] : INFO : Epoch 1882 | loss: 0.0312521 | val_loss: 0.0312521 | Time: 3755.12 ms [2022-04-05 11:16:11 main:574] : INFO : Epoch 1883 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 3759.44 ms [2022-04-05 11:16:15 main:574] : INFO : Epoch 1884 | loss: 0.0312513 | val_loss: 0.0312551 | Time: 3759.46 ms [2022-04-05 11:16:19 main:574] : INFO : Epoch 1885 | loss: 0.0312513 | val_loss: 0.0312547 | Time: 3756.05 ms [2022-04-05 11:16:22 main:574] : INFO : Epoch 1886 | loss: 0.031251 | val_loss: 0.0312507 | Time: 3793.19 ms [2022-04-05 11:16:26 main:574] : INFO : Epoch 1887 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 3771.88 ms [2022-04-05 11:16:30 main:574] : INFO : Epoch 1888 | loss: 0.03125 | val_loss: 0.031252 | Time: 3743.39 ms [2022-04-05 11:16:34 main:574] : INFO : Epoch 1889 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 3774.99 ms [2022-04-05 11:16:37 main:574] : INFO : Epoch 1890 | loss: 0.0312499 | val_loss: 0.031251 | Time: 3732.71 ms [2022-04-05 11:16:41 main:574] : INFO : Epoch 1891 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 3760.62 ms [2022-04-05 11:16:45 main:574] : INFO : Epoch 1892 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 3745.36 ms [2022-04-05 11:16:49 main:574] : INFO : Epoch 1893 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 3723.01 ms [2022-04-05 11:16:52 main:574] : INFO : Epoch 1894 | loss: 0.0312504 | val_loss: 0.0312494 | Time: 3747.36 ms [2022-04-05 11:16:56 main:574] : INFO : Epoch 1895 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 3750.17 ms [2022-04-05 11:17:00 main:574] : INFO : Epoch 1896 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 3727.9 ms [2022-04-05 11:17:04 main:574] : INFO : Epoch 1897 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 3735.39 ms [2022-04-05 11:17:07 main:574] : INFO : Epoch 1898 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 3759.38 ms [2022-04-05 11:17:11 main:574] : INFO : Epoch 1899 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 3729.16 ms [2022-04-05 11:17:15 main:574] : INFO : Epoch 1900 | loss: 0.0312507 | val_loss: 0.0312495 | Time: 3721.5 ms [2022-04-05 11:17:19 main:574] : INFO : Epoch 1901 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 3711.08 ms [2022-04-05 11:17:22 main:574] : INFO : Epoch 1902 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 3733.48 ms [2022-04-05 11:17:26 main:574] : INFO : Epoch 1903 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 3722 ms [2022-04-05 11:17:30 main:574] : INFO : Epoch 1904 | loss: 0.0312518 | val_loss: 0.0312911 | Time: 3736.82 ms [2022-04-05 11:17:34 main:574] : INFO : Epoch 1905 | loss: 0.0312596 | val_loss: 0.0312516 | Time: 3736.36 ms [2022-04-05 11:17:37 main:574] : INFO : Epoch 1906 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 3703.12 ms [2022-04-05 11:17:41 main:574] : INFO : Epoch 1907 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 3723.72 ms [2022-04-05 11:17:45 main:574] : INFO : Epoch 1908 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3716.21 ms [2022-04-05 11:17:49 main:574] : INFO : Epoch 1909 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 3757.78 ms [2022-04-05 11:17:52 main:574] : INFO : Epoch 1910 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3743.18 ms [2022-04-05 11:17:56 main:574] : INFO : Epoch 1911 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 3729.99 ms [2022-04-05 11:18:00 main:574] : INFO : Epoch 1912 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3775.95 ms [2022-04-05 11:18:04 main:574] : INFO : Epoch 1913 | loss: 0.03125 | val_loss: 0.0312502 | Time: 3758.32 ms [2022-04-05 11:18:07 main:574] : INFO : Epoch 1914 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 3744.82 ms [2022-04-05 11:18:11 main:574] : INFO : Epoch 1915 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3751.03 ms [2022-04-05 11:18:15 main:574] : INFO : Epoch 1916 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 3748.02 ms [2022-04-05 11:18:19 main:574] : INFO : Epoch 1917 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3752.95 ms [2022-04-05 11:18:22 main:574] : INFO : Epoch 1918 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 3732.29 ms [2022-04-05 11:18:26 main:574] : INFO : Epoch 1919 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 3767.17 ms [2022-04-05 11:18:30 main:574] : INFO : Epoch 1920 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3753.37 ms [2022-04-05 11:18:34 main:574] : INFO : Epoch 1921 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3735.11 ms [2022-04-05 11:18:37 main:574] : INFO : Epoch 1922 | loss: 0.03125 | val_loss: 0.0312521 | Time: 3742.39 ms [2022-04-05 11:18:41 main:574] : INFO : Epoch 1923 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 3738.78 ms [2022-04-05 11:18:45 main:574] : INFO : Epoch 1924 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 3723.2 ms [2022-04-05 11:18:49 main:574] : INFO : Epoch 1925 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 3731.44 ms [2022-04-05 11:18:52 main:574] : INFO : Epoch 1926 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 3725.06 ms [2022-04-05 11:18:56 main:574] : INFO : Epoch 1927 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 3697.57 ms [2022-04-05 11:19:00 main:574] : INFO : Epoch 1928 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 3712.91 ms [2022-04-05 11:19:04 main:574] : INFO : Epoch 1929 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 3698.11 ms [2022-04-05 11:19:07 main:574] : INFO : Epoch 1930 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 3744.44 ms [2022-04-05 11:19:11 main:574] : INFO : Epoch 1931 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 3747.02 ms [2022-04-05 11:19:15 main:574] : INFO : Epoch 1932 | loss: 0.0312495 | val_loss: 0.031251 | Time: 3733.86 ms [2022-04-05 11:19:19 main:574] : INFO : Epoch 1933 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 3753.23 ms [2022-04-05 11:19:22 main:574] : INFO : Epoch 1934 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 3756.98 ms [2022-04-05 11:19:26 main:574] : INFO : Epoch 1935 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 3740.92 ms [2022-04-05 11:19:30 main:574] : INFO : Epoch 1936 | loss: 0.0312525 | val_loss: 0.0312522 | Time: 3705.55 ms [2022-04-05 11:19:33 main:574] : INFO : Epoch 1937 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 3715.32 ms [2022-04-05 11:19:37 main:574] : INFO : Epoch 1938 | loss: 0.0312497 | val_loss: 0.0312524 | Time: 3739.04 ms [2022-04-05 11:19:41 main:574] : INFO : Epoch 1939 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 3869.63 ms [2022-04-05 11:19:45 main:574] : INFO : Epoch 1940 | loss: 0.0312497 | val_loss: 0.0312513 | Time: 3770.59 ms [2022-04-05 11:19:49 main:574] : INFO : Epoch 1941 | loss: 0.0312496 | val_loss: 0.0312516 | Time: 3725.58 ms [2022-04-05 11:19:52 main:574] : INFO : Epoch 1942 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 3774.33 ms [2022-04-05 11:19:56 main:574] : INFO : Epoch 1943 | loss: 0.0312495 | val_loss: 0.0312523 | Time: 3723.87 ms [2022-04-05 11:20:00 main:574] : INFO : Epoch 1944 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 3784.19 ms [2022-04-05 11:20:04 main:574] : INFO : Epoch 1945 | loss: 0.0312503 | val_loss: 0.0312529 | Time: 3770.22 ms [2022-04-05 11:20:07 main:574] : INFO : Epoch 1946 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 3750.8 ms [2022-04-05 11:20:11 main:574] : INFO : Epoch 1947 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 3740.09 ms [2022-04-05 11:20:15 main:574] : INFO : Epoch 1948 | loss: 0.0312493 | val_loss: 0.0312519 | Time: 3735.08 ms [2022-04-05 11:20:19 main:574] : INFO : Epoch 1949 | loss: 0.0312492 | val_loss: 0.0312519 | Time: 3744.11 ms [2022-04-05 11:20:22 main:574] : INFO : Epoch 1950 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 3761.89 ms [2022-04-05 11:20:26 main:574] : INFO : Epoch 1951 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 3760.58 ms [2022-04-05 11:20:30 main:574] : INFO : Epoch 1952 | loss: 0.0312495 | val_loss: 0.0312515 | Time: 3735.49 ms [2022-04-05 11:20:34 main:574] : INFO : Epoch 1953 | loss: 0.0312502 | val_loss: 0.031251 | Time: 3728.74 ms [2022-04-05 11:20:37 main:574] : INFO : Epoch 1954 | loss: 0.0312492 | val_loss: 0.0312509 | Time: 3725.38 ms [2022-04-05 11:20:41 main:574] : INFO : Epoch 1955 | loss: 0.0312489 | val_loss: 0.0312516 | Time: 3733.18 ms [2022-04-05 11:20:45 main:574] : INFO : Epoch 1956 | loss: 0.0312498 | val_loss: 0.0312514 | Time: 3699.42 ms [2022-04-05 11:20:49 main:574] : INFO : Epoch 1957 | loss: 0.0312509 | val_loss: 0.031251 | Time: 3712.38 ms [2022-04-05 11:20:52 main:574] : INFO : Epoch 1958 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 3728.99 ms [2022-04-05 11:20:56 main:574] : INFO : Epoch 1959 | loss: 0.0312489 | val_loss: 0.031251 | Time: 3726.77 ms [2022-04-05 11:21:00 main:574] : INFO : Epoch 1960 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 3751.58 ms [2022-04-05 11:21:04 main:574] : INFO : Epoch 1961 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 3732.22 ms [2022-04-05 11:21:07 main:574] : INFO : Epoch 1962 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 3780.16 ms [2022-04-05 11:21:11 main:574] : INFO : Epoch 1963 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3865.65 ms [2022-04-05 11:21:15 main:574] : INFO : Epoch 1964 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3736.77 ms [2022-04-05 11:21:19 main:574] : INFO : Epoch 1965 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 3741.46 ms [2022-04-05 11:21:23 main:574] : INFO : Epoch 1966 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3794.16 ms [2022-04-05 11:21:26 main:574] : INFO : Epoch 1967 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 3746.04 ms [2022-04-05 11:21:30 main:574] : INFO : Epoch 1968 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 3741.31 ms [2022-04-05 11:21:34 main:574] : INFO : Epoch 1969 | loss: 0.0312489 | val_loss: 0.0312496 | Time: 3752.25 ms [2022-04-05 11:21:38 main:574] : INFO : Epoch 1970 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 3734.54 ms [2022-04-05 11:21:41 main:574] : INFO : Epoch 1971 | loss: 0.0312489 | val_loss: 0.0312497 | Time: 3722.17 ms [2022-04-05 11:21:45 main:574] : INFO : Epoch 1972 | loss: 0.0312488 | val_loss: 0.0312493 | Time: 3726.25 ms [2022-04-05 11:21:49 main:574] : INFO : Epoch 1973 | loss: 0.0312491 | val_loss: 0.0312489 | Time: 3782.63 ms [2022-04-05 11:21:53 main:574] : INFO : Epoch 1974 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 3749.66 ms [2022-04-05 11:21:56 main:574] : INFO : Epoch 1975 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 3785.96 ms [2022-04-05 11:22:00 main:574] : INFO : Epoch 1976 | loss: 0.0312485 | val_loss: 0.0312495 | Time: 3897.38 ms [2022-04-05 11:22:04 main:574] : INFO : Epoch 1977 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 3801.2 ms [2022-04-05 11:22:08 main:574] : INFO : Epoch 1978 | loss: 0.0312487 | val_loss: 0.0312503 | Time: 3744.74 ms [2022-04-05 11:22:12 main:574] : INFO : Epoch 1979 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 3737.99 ms [2022-04-05 11:22:15 main:574] : INFO : Epoch 1980 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 3805.67 ms [2022-04-05 11:22:19 main:574] : INFO : Epoch 1981 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 3777.53 ms [2022-04-05 11:22:23 main:574] : INFO : Epoch 1982 | loss: 0.0312488 | val_loss: 0.0312514 | Time: 3771.85 ms [2022-04-05 11:22:27 main:574] : INFO : Epoch 1983 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 3742.17 ms [2022-04-05 11:22:31 main:574] : INFO : Epoch 1984 | loss: 0.0312484 | val_loss: 0.0312492 | Time: 3954.52 ms [2022-04-05 11:22:34 main:574] : INFO : Epoch 1985 | loss: 0.0312478 | val_loss: 0.031249 | Time: 3734.56 ms [2022-04-05 11:22:38 main:574] : INFO : Epoch 1986 | loss: 0.0312483 | val_loss: 0.031249 | Time: 3750.16 ms [2022-04-05 11:22:42 main:574] : INFO : Epoch 1987 | loss: 0.0312477 | val_loss: 0.0312493 | Time: 3764.23 ms [2022-04-05 11:22:46 main:574] : INFO : Epoch 1988 | loss: 0.0312479 | val_loss: 0.0312545 | Time: 3758.25 ms [2022-04-05 11:22:50 main:574] : INFO : Epoch 1989 | loss: 0.0312495 | val_loss: 0.0312492 | Time: 3776.72 ms [2022-04-05 11:22:53 main:574] : INFO : Epoch 1990 | loss: 0.0312474 | val_loss: 0.03125 | Time: 3742.39 ms [2022-04-05 11:22:57 main:574] : INFO : Epoch 1991 | loss: 0.0312462 | val_loss: 0.0312502 | Time: 3746.97 ms [2022-04-05 11:23:01 main:574] : INFO : Epoch 1992 | loss: 0.0312468 | val_loss: 0.0312498 | Time: 3740.58 ms [2022-04-05 11:23:05 main:574] : INFO : Epoch 1993 | loss: 0.0312474 | val_loss: 0.0312486 | Time: 3759.58 ms [2022-04-05 11:23:08 main:574] : INFO : Epoch 1994 | loss: 0.0312461 | val_loss: 0.031254 | Time: 3800.47 ms [2022-04-05 11:23:12 main:574] : INFO : Epoch 1995 | loss: 0.0312476 | val_loss: 0.0312514 | Time: 3756.24 ms [2022-04-05 11:23:16 main:574] : INFO : Epoch 1996 | loss: 0.0312471 | val_loss: 0.0312559 | Time: 3858.07 ms [2022-04-05 11:23:20 main:574] : INFO : Epoch 1997 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 3775.68 ms [2022-04-05 11:23:24 main:574] : INFO : Epoch 1998 | loss: 0.0312471 | val_loss: 0.0312481 | Time: 3768.06 ms [2022-04-05 11:23:27 main:574] : INFO : Epoch 1999 | loss: 0.0312462 | val_loss: 0.0312491 | Time: 3759.92 ms [2022-04-05 11:23:31 main:574] : INFO : Epoch 2000 | loss: 0.0312448 | val_loss: 0.0312493 | Time: 3741.4 ms [2022-04-05 11:23:35 main:574] : INFO : Epoch 2001 | loss: 0.0312451 | val_loss: 0.0312474 | Time: 3745.17 ms [2022-04-05 11:23:39 main:574] : INFO : Epoch 2002 | loss: 0.0312491 | val_loss: 0.0312528 | Time: 3745.59 ms [2022-04-05 11:23:42 main:574] : INFO : Epoch 2003 | loss: 0.0312459 | val_loss: 0.0312503 | Time: 3741.75 ms [2022-04-05 11:23:46 main:574] : INFO : Epoch 2004 | loss: 0.0312439 | val_loss: 0.0312468 | Time: 3752.73 ms [2022-04-05 11:23:50 main:574] : INFO : Epoch 2005 | loss: 0.0312434 | val_loss: 0.0312467 | Time: 3717.35 ms [2022-04-05 11:23:54 main:574] : INFO : Epoch 2006 | loss: 0.0312437 | val_loss: 0.0312477 | Time: 3735.98 ms [2022-04-05 11:23:57 main:574] : INFO : Epoch 2007 | loss: 0.0312444 | val_loss: 0.0312481 | Time: 3731.13 ms [2022-04-05 11:24:01 main:574] : INFO : Epoch 2008 | loss: 0.031245 | val_loss: 0.0312562 | Time: 3767.78 ms [2022-04-05 11:24:05 main:574] : INFO : Epoch 2009 | loss: 0.0312474 | val_loss: 0.0312453 | Time: 3755.32 ms [2022-04-05 11:24:09 main:574] : INFO : Epoch 2010 | loss: 0.0312448 | val_loss: 0.0312499 | Time: 3780.48 ms [2022-04-05 11:24:12 main:574] : INFO : Epoch 2011 | loss: 0.0312447 | val_loss: 0.0312449 | Time: 3691.82 ms [2022-04-05 11:24:16 main:574] : INFO : Epoch 2012 | loss: 0.0312432 | val_loss: 0.0312453 | Time: 3729.51 ms [2022-04-05 11:24:20 main:574] : INFO : Epoch 2013 | loss: 0.0312415 | val_loss: 0.0312436 | Time: 3688.89 ms [2022-04-05 11:24:24 main:574] : INFO : Epoch 2014 | loss: 0.0312419 | val_loss: 0.0312429 | Time: 3706.26 ms [2022-04-05 11:24:27 main:574] : INFO : Epoch 2015 | loss: 0.0312407 | val_loss: 0.0312427 | Time: 3726.8 ms [2022-04-05 11:24:31 main:574] : INFO : Epoch 2016 | loss: 0.0312414 | val_loss: 0.0312428 | Time: 3704.28 ms [2022-04-05 11:24:35 main:574] : INFO : Epoch 2017 | loss: 0.0312403 | val_loss: 0.0312423 | Time: 3677.86 ms [2022-04-05 11:24:38 main:574] : INFO : Epoch 2018 | loss: 0.0312424 | val_loss: 0.0312456 | Time: 3703.59 ms [2022-04-05 11:24:42 main:574] : INFO : Epoch 2019 | loss: 0.0312398 | val_loss: 0.0312414 | Time: 3721.29 ms [2022-04-05 11:24:46 main:574] : INFO : Epoch 2020 | loss: 0.0312398 | val_loss: 0.0312436 | Time: 3697.28 ms [2022-04-05 11:24:50 main:574] : INFO : Epoch 2021 | loss: 0.0312397 | val_loss: 0.0312447 | Time: 3734.53 ms [2022-04-05 11:24:53 main:574] : INFO : Epoch 2022 | loss: 0.0312387 | val_loss: 0.0312402 | Time: 3722.86 ms [2022-04-05 11:24:57 main:574] : INFO : Epoch 2023 | loss: 0.0312356 | val_loss: 0.031239 | Time: 3744.01 ms [2022-04-05 11:25:01 main:574] : INFO : Epoch 2024 | loss: 0.0312399 | val_loss: 0.0312546 | Time: 3726.34 ms [2022-04-05 11:25:05 main:574] : INFO : Epoch 2025 | loss: 0.0312484 | val_loss: 0.0312401 | Time: 3750.66 ms [2022-04-05 11:25:08 main:574] : INFO : Epoch 2026 | loss: 0.0312382 | val_loss: 0.0312414 | Time: 3795.89 ms [2022-04-05 11:25:12 main:574] : INFO : Epoch 2027 | loss: 0.0312397 | val_loss: 0.0312412 | Time: 3754.3 ms [2022-04-05 11:25:16 main:574] : INFO : Epoch 2028 | loss: 0.0312374 | val_loss: 0.0312401 | Time: 3760.43 ms [2022-04-05 11:25:20 main:574] : INFO : Epoch 2029 | loss: 0.0312351 | val_loss: 0.031241 | Time: 3763.34 ms [2022-04-05 11:25:23 main:574] : INFO : Epoch 2030 | loss: 0.0312368 | val_loss: 0.0312371 | Time: 3725.96 ms [2022-04-05 11:25:27 main:574] : INFO : Epoch 2031 | loss: 0.0312347 | val_loss: 0.0312359 | Time: 3743.97 ms [2022-04-05 11:25:31 main:574] : INFO : Epoch 2032 | loss: 0.0312347 | val_loss: 0.0312366 | Time: 3754.09 ms [2022-04-05 11:25:35 main:574] : INFO : Epoch 2033 | loss: 0.0312374 | val_loss: 0.0312375 | Time: 3731.5 ms [2022-04-05 11:25:38 main:574] : INFO : Epoch 2034 | loss: 0.0312338 | val_loss: 0.0312356 | Time: 3720.86 ms [2022-04-05 11:25:42 main:574] : INFO : Epoch 2035 | loss: 0.0312331 | val_loss: 0.0312336 | Time: 3723.21 ms [2022-04-05 11:25:46 main:574] : INFO : Epoch 2036 | loss: 0.0312349 | val_loss: 0.0312379 | Time: 3712.8 ms [2022-04-05 11:25:50 main:574] : INFO : Epoch 2037 | loss: 0.0312327 | val_loss: 0.0312339 | Time: 3701.69 ms [2022-04-05 11:25:53 main:574] : INFO : Epoch 2038 | loss: 0.031232 | val_loss: 0.0312343 | Time: 3741.99 ms [2022-04-05 11:25:57 main:574] : INFO : Epoch 2039 | loss: 0.0312305 | val_loss: 0.0312329 | Time: 3711.07 ms [2022-04-05 11:26:01 main:574] : INFO : Epoch 2040 | loss: 0.0312299 | val_loss: 0.0312352 | Time: 3742.61 ms [2022-04-05 11:26:04 main:574] : INFO : Epoch 2041 | loss: 0.0312299 | val_loss: 0.031232 | Time: 3720.28 ms [2022-04-05 11:26:08 main:574] : INFO : Epoch 2042 | loss: 0.0312294 | val_loss: 0.031232 | Time: 3729.63 ms [2022-04-05 11:26:12 main:574] : INFO : Epoch 2043 | loss: 0.0312294 | val_loss: 0.0312312 | Time: 3679.42 ms [2022-04-05 11:26:16 main:574] : INFO : Epoch 2044 | loss: 0.0312299 | val_loss: 0.0312302 | Time: 3716.43 ms [2022-04-05 11:26:19 main:574] : INFO : Epoch 2045 | loss: 0.0312283 | val_loss: 0.031231 | Time: 3733.68 ms [2022-04-05 11:26:23 main:574] : INFO : Epoch 2046 | loss: 0.0312306 | val_loss: 0.0312334 | Time: 3715.11 ms [2022-04-05 11:26:27 main:574] : INFO : Epoch 2047 | loss: 0.0312293 | val_loss: 0.0312412 | Time: 4193.37 ms [2022-04-05 11:26:31 main:574] : INFO : Epoch 2048 | loss: 0.0312337 | val_loss: 0.0312332 | Time: 4095.24 ms [2022-04-05 11:26:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312332 [2022-04-05 11:26:31 main:603] : INFO : Saving end state to config to file [2022-04-05 11:26:31 main:608] : INFO : Success, exiting.. 11:26:31 (16152): 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)