Task 10955034
| Name | ParityModified-1639950564-4216-1-0_3 |
| Workunit | 7594054 |
| Created | 22 Jan 2022, 13:34:03 UTC |
| Sent | 22 Jan 2022, 14:39:34 UTC |
| Report deadline | 30 Jan 2022, 14:39:34 UTC |
| Received | 22 Jan 2022, 20:23:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14101 |
| Run time | 2 hours 11 min 48 sec |
| CPU time | 2 hours 11 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,131.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.35 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311342 | val_loss: 0.0311583 | Time: 3805 ms
[2022-01-22 11:50:28 main:581] : INFO : Epoch 1539 | loss: 0.0311306 | val_loss: 0.0311573 | Time: 3743.27 ms
[2022-01-22 11:50:32 main:581] : INFO : Epoch 1540 | loss: 0.0311307 | val_loss: 0.0311606 | Time: 3758.51 ms
[2022-01-22 11:50:35 main:581] : INFO : Epoch 1541 | loss: 0.0311306 | val_loss: 0.0311594 | Time: 3722.4 ms
[2022-01-22 11:50:39 main:581] : INFO : Epoch 1542 | loss: 0.0311305 | val_loss: 0.0311578 | Time: 3737.44 ms
[2022-01-22 11:50:43 main:581] : INFO : Epoch 1543 | loss: 0.0311309 | val_loss: 0.031159 | Time: 3936.58 ms
[2022-01-22 11:50:47 main:581] : INFO : Epoch 1544 | loss: 0.0311307 | val_loss: 0.0311564 | Time: 3789.82 ms
[2022-01-22 11:50:51 main:581] : INFO : Epoch 1545 | loss: 0.0311317 | val_loss: 0.0311581 | Time: 3763.15 ms
[2022-01-22 11:50:55 main:581] : INFO : Epoch 1546 | loss: 0.0311309 | val_loss: 0.0311596 | Time: 3827.28 ms
[2022-01-22 11:50:58 main:581] : INFO : Epoch 1547 | loss: 0.0311308 | val_loss: 0.0311574 | Time: 3742.42 ms
[2022-01-22 11:51:02 main:581] : INFO : Epoch 1548 | loss: 0.0311303 | val_loss: 0.0311575 | Time: 3839.85 ms
[2022-01-22 11:51:06 main:581] : INFO : Epoch 1549 | loss: 0.0311308 | val_loss: 0.031157 | Time: 3967.92 ms
[2022-01-22 11:51:10 main:581] : INFO : Epoch 1550 | loss: 0.0311306 | val_loss: 0.0311595 | Time: 3982.72 ms
[2022-01-22 11:51:14 main:581] : INFO : Epoch 1551 | loss: 0.0311325 | val_loss: 0.0311595 | Time: 3707.61 ms
[2022-01-22 11:51:18 main:581] : INFO : Epoch 1552 | loss: 0.0311327 | val_loss: 0.0311576 | Time: 3879.29 ms
[2022-01-22 11:51:21 main:581] : INFO : Epoch 1553 | loss: 0.0311304 | val_loss: 0.0311576 | Time: 3753.15 ms
[2022-01-22 11:51:25 main:581] : INFO : Epoch 1554 | loss: 0.0311304 | val_loss: 0.0311565 | Time: 3806.24 ms
[2022-01-22 11:51:29 main:581] : INFO : Epoch 1555 | loss: 0.0311303 | val_loss: 0.0311587 | Time: 3729.69 ms
[2022-01-22 11:51:33 main:581] : INFO : Epoch 1556 | loss: 0.0311302 | val_loss: 0.031158 | Time: 3668.94 ms
[2022-01-22 11:51:36 main:581] : INFO : Epoch 1557 | loss: 0.0311303 | val_loss: 0.0311588 | Time: 3677.38 ms
[2022-01-22 11:51:40 main:581] : INFO : Epoch 1558 | loss: 0.0311301 | val_loss: 0.0311574 | Time: 3804.6 ms
[2022-01-22 11:51:44 main:581] : INFO : Epoch 1559 | loss: 0.0311323 | val_loss: 0.0311578 | Time: 3847.63 ms
[2022-01-22 11:51:48 main:581] : INFO : Epoch 1560 | loss: 0.0311332 | val_loss: 0.0311598 | Time: 3830.15 ms
[2022-01-22 11:51:52 main:581] : INFO : Epoch 1561 | loss: 0.0311306 | val_loss: 0.031158 | Time: 4000.63 ms
[2022-01-22 11:51:56 main:581] : INFO : Epoch 1562 | loss: 0.0311313 | val_loss: 0.0311575 | Time: 3815.62 ms
[2022-01-22 11:51:59 main:581] : INFO : Epoch 1563 | loss: 0.0311307 | val_loss: 0.0311614 | Time: 3764.2 ms
[2022-01-22 11:52:03 main:581] : INFO : Epoch 1564 | loss: 0.0311318 | val_loss: 0.0311568 | Time: 3744.41 ms
[2022-01-22 11:52:07 main:581] : INFO : Epoch 1565 | loss: 0.0311308 | val_loss: 0.0311565 | Time: 3761.76 ms
[2022-01-22 11:52:11 main:581] : INFO : Epoch 1566 | loss: 0.0311306 | val_loss: 0.0311582 | Time: 3762.36 ms
[2022-01-22 11:52:14 main:581] : INFO : Epoch 1567 | loss: 0.0311318 | val_loss: 0.0311595 | Time: 3761.2 ms
[2022-01-22 11:52:18 main:581] : INFO : Epoch 1568 | loss: 0.031131 | val_loss: 0.0311593 | Time: 3852.17 ms
[2022-01-22 11:52:22 main:581] : INFO : Epoch 1569 | loss: 0.0311317 | val_loss: 0.0311566 | Time: 3806.46 ms
[2022-01-22 11:52:26 main:581] : INFO : Epoch 1570 | loss: 0.0311307 | val_loss: 0.0311579 | Time: 3911.63 ms
[2022-01-22 11:52:30 main:581] : INFO : Epoch 1571 | loss: 0.0311299 | val_loss: 0.0311569 | Time: 3820.48 ms
[2022-01-22 11:52:34 main:581] : INFO : Epoch 1572 | loss: 0.0311305 | val_loss: 0.0311576 | Time: 3729.18 ms
[2022-01-22 11:52:37 main:581] : INFO : Epoch 1573 | loss: 0.0311309 | val_loss: 0.0311598 | Time: 3749.99 ms
[2022-01-22 11:52:41 main:581] : INFO : Epoch 1574 | loss: 0.0311303 | val_loss: 0.0311582 | Time: 3732.47 ms
[2022-01-22 11:52:45 main:581] : INFO : Epoch 1575 | loss: 0.0311311 | val_loss: 0.0311602 | Time: 3821.1 ms
[2022-01-22 11:52:49 main:581] : INFO : Epoch 1576 | loss: 0.0311321 | val_loss: 0.0311576 | Time: 3754.02 ms
[2022-01-22 11:52:52 main:581] : INFO : Epoch 1577 | loss: 0.0311307 | val_loss: 0.0311587 | Time: 3784.9 ms
[2022-01-22 11:52:56 main:581] : INFO : Epoch 1578 | loss: 0.0311302 | val_loss: 0.0311604 | Time: 3829.01 ms
[2022-01-22 11:53:00 main:581] : INFO : Epoch 1579 | loss: 0.0311304 | val_loss: 0.031159 | Time: 3864.66 ms
[2022-01-22 11:53:04 main:581] : INFO : Epoch 1580 | loss: 0.0311311 | val_loss: 0.0311564 | Time: 3747.09 ms
[2022-01-22 11:53:08 main:581] : INFO : Epoch 1581 | loss: 0.0311316 | val_loss: 0.0311587 | Time: 3717.39 ms
[2022-01-22 11:53:11 main:581] : INFO : Epoch 1582 | loss: 0.0311304 | val_loss: 0.031157 | Time: 3740.87 ms
[2022-01-22 11:53:15 main:581] : INFO : Epoch 1583 | loss: 0.0311307 | val_loss: 0.0311575 | Time: 3788.37 ms
[2022-01-22 11:53:19 main:581] : INFO : Epoch 1584 | loss: 0.0311315 | val_loss: 0.0311571 | Time: 3809.91 ms
[2022-01-22 11:53:23 main:581] : INFO : Epoch 1585 | loss: 0.031131 | val_loss: 0.0311601 | Time: 3817.79 ms
[2022-01-22 11:53:27 main:581] : INFO : Epoch 1586 | loss: 0.0311325 | val_loss: 0.0311592 | Time: 4028.67 ms
[2022-01-22 11:53:31 main:581] : INFO : Epoch 1587 | loss: 0.0311315 | val_loss: 0.031158 | Time: 3955.67 ms
[2022-01-22 11:53:35 main:581] : INFO : Epoch 1588 | loss: 0.0311319 | val_loss: 0.0311568 | Time: 3952.53 ms
[2022-01-22 11:53:38 main:581] : INFO : Epoch 1589 | loss: 0.0311339 | val_loss: 0.0311587 | Time: 3640.23 ms
[2022-01-22 11:53:42 main:581] : INFO : Epoch 1590 | loss: 0.0311357 | val_loss: 0.0311588 | Time: 3822.13 ms
[2022-01-22 11:53:46 main:581] : INFO : Epoch 1591 | loss: 0.031132 | val_loss: 0.0311569 | Time: 3847.2 ms
[2022-01-22 11:53:50 main:581] : INFO : Epoch 1592 | loss: 0.0311308 | val_loss: 0.0311604 | Time: 3779.5 ms
[2022-01-22 11:53:54 main:581] : INFO : Epoch 1593 | loss: 0.0311306 | val_loss: 0.0311585 | Time: 3792.79 ms
[2022-01-22 11:53:57 main:581] : INFO : Epoch 1594 | loss: 0.0311315 | val_loss: 0.0311575 | Time: 3736.98 ms
[2022-01-22 11:54:01 main:581] : INFO : Epoch 1595 | loss: 0.0311315 | val_loss: 0.0311574 | Time: 3670.47 ms
[2022-01-22 11:54:05 main:581] : INFO : Epoch 1596 | loss: 0.0311307 | val_loss: 0.0311571 | Time: 3727.18 ms
[2022-01-22 11:54:08 main:581] : INFO : Epoch 1597 | loss: 0.0311307 | val_loss: 0.0311588 | Time: 3614.81 ms
[2022-01-22 11:54:12 main:581] : INFO : Epoch 1598 | loss: 0.0311303 | val_loss: 0.0311593 | Time: 3683.4 ms
[2022-01-22 11:54:16 main:581] : INFO : Epoch 1599 | loss: 0.0311308 | val_loss: 0.0311582 | Time: 3879.07 ms
[2022-01-22 11:54:20 main:581] : INFO : Epoch 1600 | loss: 0.0311305 | val_loss: 0.0311592 | Time: 3925.62 ms
[2022-01-22 11:54:24 main:581] : INFO : Epoch 1601 | loss: 0.0311327 | val_loss: 0.0311573 | Time: 3964.99 ms
[2022-01-22 11:54:28 main:581] : INFO : Epoch 1602 | loss: 0.0311359 | val_loss: 0.0311689 | Time: 3782.31 ms
[2022-01-22 11:54:31 main:581] : INFO : Epoch 1603 | loss: 0.0311315 | val_loss: 0.0311613 | Time: 3783.6 ms
[2022-01-22 11:54:35 main:581] : INFO : Epoch 1604 | loss: 0.0311307 | val_loss: 0.0311582 | Time: 3704.18 ms
[2022-01-22 11:54:39 main:581] : INFO : Epoch 1605 | loss: 0.0311305 | val_loss: 0.0311563 | Time: 3705.43 ms
[2022-01-22 11:54:42 main:581] : INFO : Epoch 1606 | loss: 0.0311329 | val_loss: 0.0311582 | Time: 3706.38 ms
[2022-01-22 11:54:46 main:581] : INFO : Epoch 1607 | loss: 0.0311309 | val_loss: 0.0311597 | Time: 3766.57 ms
[2022-01-22 11:54:50 main:581] : INFO : Epoch 1608 | loss: 0.0311303 | val_loss: 0.0311562 | Time: 3977.64 ms
[2022-01-22 11:54:54 main:581] : INFO : Epoch 1609 | loss: 0.0311306 | val_loss: 0.0311594 | Time: 3858.32 ms
[2022-01-22 11:54:58 main:581] : INFO : Epoch 1610 | loss: 0.0311304 | val_loss: 0.0311574 | Time: 3951.46 ms
[2022-01-22 11:55:02 main:581] : INFO : Epoch 1611 | loss: 0.0311302 | val_loss: 0.031157 | Time: 3846.88 ms
[2022-01-22 11:55:06 main:581] : INFO : Epoch 1612 | loss: 0.0311304 | val_loss: 0.0311589 | Time: 3829.65 ms
[2022-01-22 11:55:09 main:581] : INFO : Epoch 1613 | loss: 0.031132 | val_loss: 0.0311573 | Time: 3727.89 ms
[2022-01-22 11:55:13 main:581] : INFO : Epoch 1614 | loss: 0.0311309 | val_loss: 0.0311566 | Time: 3765.4 ms
[2022-01-22 11:55:17 main:581] : INFO : Epoch 1615 | loss: 0.0311311 | val_loss: 0.0311612 | Time: 3712.47 ms
[2022-01-22 11:55:21 main:581] : INFO : Epoch 1616 | loss: 0.0311315 | val_loss: 0.031158 | Time: 3699.47 ms
[2022-01-22 11:55:24 main:581] : INFO : Epoch 1617 | loss: 0.0311309 | val_loss: 0.0311567 | Time: 3774.98 ms
[2022-01-22 11:55:28 main:581] : INFO : Epoch 1618 | loss: 0.0311308 | val_loss: 0.0311593 | Time: 3793.16 ms
[2022-01-22 11:55:32 main:581] : INFO : Epoch 1619 | loss: 0.0311309 | val_loss: 0.0311618 | Time: 3701.18 ms
[2022-01-22 11:55:36 main:581] : INFO : Epoch 1620 | loss: 0.0311307 | val_loss: 0.0311574 | Time: 3775.16 ms
[2022-01-22 11:55:39 main:581] : INFO : Epoch 1621 | loss: 0.0311307 | val_loss: 0.0311575 | Time: 3764.63 ms
[2022-01-22 11:55:43 main:581] : INFO : Epoch 1622 | loss: 0.0311311 | val_loss: 0.0311587 | Time: 3778.01 ms
[2022-01-22 11:55:47 main:581] : INFO : Epoch 1623 | loss: 0.0311307 | val_loss: 0.03116 | Time: 3904.55 ms
[2022-01-22 11:55:51 main:581] : INFO : Epoch 1624 | loss: 0.0311304 | val_loss: 0.0311575 | Time: 3723.42 ms
[2022-01-22 11:55:55 main:581] : INFO : Epoch 1625 | loss: 0.031131 | val_loss: 0.0311591 | Time: 3749.73 ms
[2022-01-22 11:55:58 main:581] : INFO : Epoch 1626 | loss: 0.031131 | val_loss: 0.0311594 | Time: 3836.9 ms
[2022-01-22 11:56:02 main:581] : INFO : Epoch 1627 | loss: 0.031132 | val_loss: 0.0311608 | Time: 3771.92 ms
[2022-01-22 11:56:06 main:581] : INFO : Epoch 1628 | loss: 0.0311311 | val_loss: 0.0311598 | Time: 3691.53 ms
[2022-01-22 11:56:10 main:581] : INFO : Epoch 1629 | loss: 0.0311314 | val_loss: 0.0311591 | Time: 3741.13 ms
[2022-01-22 11:56:13 main:581] : INFO : Epoch 1630 | loss: 0.0311311 | val_loss: 0.0311587 | Time: 3682.54 ms
[2022-01-22 11:56:17 main:581] : INFO : Epoch 1631 | loss: 0.0311317 | val_loss: 0.0311566 | Time: 3751.25 ms
[2022-01-22 11:56:21 main:581] : INFO : Epoch 1632 | loss: 0.0311307 | val_loss: 0.0311639 | Time: 3795.65 ms
[2022-01-22 11:56:25 main:581] : INFO : Epoch 1633 | loss: 0.0311311 | val_loss: 0.0311638 | Time: 3802.77 ms
[2022-01-22 11:56:29 main:581] : INFO : Epoch 1634 | loss: 0.0311322 | val_loss: 0.0311576 | Time: 3887.85 ms
[2022-01-22 11:56:32 main:581] : INFO : Epoch 1635 | loss: 0.0311308 | val_loss: 0.0311581 | Time: 3905.88 ms
[2022-01-22 11:56:36 main:581] : INFO : Epoch 1636 | loss: 0.0311332 | val_loss: 0.0311584 | Time: 3993.83 ms
[2022-01-22 11:56:40 main:581] : INFO : Epoch 1637 | loss: 0.0311311 | val_loss: 0.0311594 | Time: 3933.86 ms
[2022-01-22 11:56:44 main:581] : INFO : Epoch 1638 | loss: 0.0311308 | val_loss: 0.0311598 | Time: 3749.29 ms
[2022-01-22 11:56:48 main:581] : INFO : Epoch 1639 | loss: 0.0311315 | val_loss: 0.0311566 | Time: 3716.29 ms
[2022-01-22 11:56:51 main:581] : INFO : Epoch 1640 | loss: 0.0311312 | val_loss: 0.0311619 | Time: 3634.15 ms
[2022-01-22 11:56:55 main:581] : INFO : Epoch 1641 | loss: 0.0311302 | val_loss: 0.0311562 | Time: 3799.18 ms
[2022-01-22 11:56:59 main:581] : INFO : Epoch 1642 | loss: 0.0311312 | val_loss: 0.0311585 | Time: 3707.66 ms
[2022-01-22 11:57:03 main:581] : INFO : Epoch 1643 | loss: 0.0311309 | val_loss: 0.0311589 | Time: 3733.62 ms
[2022-01-22 11:57:06 main:581] : INFO : Epoch 1644 | loss: 0.0311304 | val_loss: 0.0311569 | Time: 3718.76 ms
[2022-01-22 11:57:10 main:581] : INFO : Epoch 1645 | loss: 0.0311307 | val_loss: 0.0311585 | Time: 3776.61 ms
[2022-01-22 11:57:14 main:581] : INFO : Epoch 1646 | loss: 0.0311305 | val_loss: 0.0311637 | Time: 3725.76 ms
[2022-01-22 11:57:18 main:581] : INFO : Epoch 1647 | loss: 0.031135 | val_loss: 0.0311616 | Time: 3852.35 ms
[2022-01-22 11:57:22 main:581] : INFO : Epoch 1648 | loss: 0.0311326 | val_loss: 0.0311603 | Time: 4008.6 ms
[2022-01-22 11:57:26 main:581] : INFO : Epoch 1649 | loss: 0.0311316 | val_loss: 0.0311607 | Time: 3851.57 ms
[2022-01-22 11:57:29 main:581] : INFO : Epoch 1650 | loss: 0.0311302 | val_loss: 0.0311564 | Time: 3784.64 ms
[2022-01-22 11:57:33 main:581] : INFO : Epoch 1651 | loss: 0.031131 | val_loss: 0.0311587 | Time: 3799.35 ms
[2022-01-22 11:57:37 main:581] : INFO : Epoch 1652 | loss: 0.0311309 | val_loss: 0.0311593 | Time: 3719.77 ms
[2022-01-22 11:57:41 main:581] : INFO : Epoch 1653 | loss: 0.0311317 | val_loss: 0.0311565 | Time: 3715.78 ms
[2022-01-22 11:57:44 main:581] : INFO : Epoch 1654 | loss: 0.0311307 | val_loss: 0.0311578 | Time: 3729.9 ms
[2022-01-22 11:57:48 main:581] : INFO : Epoch 1655 | loss: 0.0311304 | val_loss: 0.0311602 | Time: 3745.85 ms
[2022-01-22 11:57:52 main:581] : INFO : Epoch 1656 | loss: 0.0311306 | val_loss: 0.0311578 | Time: 3799.87 ms
[2022-01-22 11:57:56 main:581] : INFO : Epoch 1657 | loss: 0.0311309 | val_loss: 0.0311583 | Time: 3921.67 ms
[2022-01-22 11:58:00 main:581] : INFO : Epoch 1658 | loss: 0.0311307 | val_loss: 0.0311575 | Time: 3959.7 ms
[2022-01-22 11:58:04 main:581] : INFO : Epoch 1659 | loss: 0.0311304 | val_loss: 0.0311569 | Time: 3885.35 ms
[2022-01-22 11:58:07 main:581] : INFO : Epoch 1660 | loss: 0.0311318 | val_loss: 0.0311582 | Time: 3750.37 ms
[2022-01-22 11:58:11 main:581] : INFO : Epoch 1661 | loss: 0.0311311 | val_loss: 0.0311573 | Time: 3760.71 ms
[2022-01-22 11:58:15 main:581] : INFO : Epoch 1662 | loss: 0.0311309 | val_loss: 0.0311584 | Time: 3664.42 ms
[2022-01-22 11:58:19 main:581] : INFO : Epoch 1663 | loss: 0.0311311 | val_loss: 0.0311614 | Time: 3685.74 ms
[2022-01-22 11:58:22 main:581] : INFO : Epoch 1664 | loss: 0.0311321 | val_loss: 0.0311608 | Time: 3760.21 ms
[2022-01-22 11:58:26 main:581] : INFO : Epoch 1665 | loss: 0.0311318 | val_loss: 0.0311603 | Time: 3806.7 ms
[2022-01-22 11:58:30 main:581] : INFO : Epoch 1666 | loss: 0.0311335 | val_loss: 0.0311626 | Time: 3815.1 ms
[2022-01-22 11:58:34 main:581] : INFO : Epoch 1667 | loss: 0.0311318 | val_loss: 0.0311587 | Time: 3791.44 ms
[2022-01-22 11:58:38 main:581] : INFO : Epoch 1668 | loss: 0.0311305 | val_loss: 0.0311578 | Time: 3779.48 ms
[2022-01-22 11:58:41 main:581] : INFO : Epoch 1669 | loss: 0.0311302 | val_loss: 0.0311584 | Time: 3954.52 ms
[2022-01-22 11:58:45 main:581] : INFO : Epoch 1670 | loss: 0.0311307 | val_loss: 0.0311589 | Time: 3794.25 ms
[2022-01-22 11:58:49 main:581] : INFO : Epoch 1671 | loss: 0.031132 | val_loss: 0.0311584 | Time: 3735.22 ms
[2022-01-22 11:58:53 main:581] : INFO : Epoch 1672 | loss: 0.0311305 | val_loss: 0.0311577 | Time: 3708.88 ms
[2022-01-22 11:58:56 main:581] : INFO : Epoch 1673 | loss: 0.0311303 | val_loss: 0.0311583 | Time: 3749.51 ms
[2022-01-22 11:59:00 main:581] : INFO : Epoch 1674 | loss: 0.0311309 | val_loss: 0.031161 | Time: 3806.79 ms
[2022-01-22 11:59:04 main:581] : INFO : Epoch 1675 | loss: 0.0311305 | val_loss: 0.0311571 | Time: 3858.69 ms
[2022-01-22 11:59:08 main:581] : INFO : Epoch 1676 | loss: 0.03113 | val_loss: 0.0311586 | Time: 3819.2 ms
[2022-01-22 11:59:12 main:581] : INFO : Epoch 1677 | loss: 0.0311303 | val_loss: 0.0311586 | Time: 3783.22 ms
[2022-01-22 11:59:16 main:581] : INFO : Epoch 1678 | loss: 0.0311305 | val_loss: 0.0311569 | Time: 3764.29 ms
[2022-01-22 11:59:19 main:581] : INFO : Epoch 1679 | loss: 0.0311304 | val_loss: 0.0311575 | Time: 3805.72 ms
[2022-01-22 11:59:23 main:581] : INFO : Epoch 1680 | loss: 0.0311327 | val_loss: 0.0311594 | Time: 3785.39 ms
[2022-01-22 11:59:27 main:581] : INFO : Epoch 1681 | loss: 0.0311327 | val_loss: 0.0311569 | Time: 3896.05 ms
[2022-01-22 11:59:31 main:581] : INFO : Epoch 1682 | loss: 0.0311307 | val_loss: 0.0311584 | Time: 3898.69 ms
[2022-01-22 11:59:35 main:581] : INFO : Epoch 1683 | loss: 0.0311315 | val_loss: 0.0311644 | Time: 3701.39 ms
[2022-01-22 11:59:39 main:581] : INFO : Epoch 1684 | loss: 0.031131 | val_loss: 0.0311579 | Time: 3960.68 ms
[2022-01-22 11:59:42 main:581] : INFO : Epoch 1685 | loss: 0.0311311 | val_loss: 0.0311573 | Time: 3813.58 ms
[2022-01-22 11:59:46 main:581] : INFO : Epoch 1686 | loss: 0.0311303 | val_loss: 0.0311597 | Time: 3771.88 ms
[2022-01-22 11:59:50 main:581] : INFO : Epoch 1687 | loss: 0.0311317 | val_loss: 0.0311575 | Time: 3789.82 ms
[2022-01-22 11:59:54 main:581] : INFO : Epoch 1688 | loss: 0.0311313 | val_loss: 0.0311571 | Time: 3776.8 ms
[2022-01-22 11:59:58 main:581] : INFO : Epoch 1689 | loss: 0.0311307 | val_loss: 0.0311631 | Time: 3770.12 ms
[2022-01-22 12:00:01 main:581] : INFO : Epoch 1690 | loss: 0.0311306 | val_loss: 0.0311569 | Time: 3895 ms
[2022-01-22 12:00:05 main:581] : INFO : Epoch 1691 | loss: 0.0311314 | val_loss: 0.031161 | Time: 3713.56 ms
[2022-01-22 12:00:09 main:581] : INFO : Epoch 1692 | loss: 0.031131 | val_loss: 0.0311569 | Time: 3709.2 ms
[2022-01-22 12:00:13 main:581] : INFO : Epoch 1693 | loss: 0.0311309 | val_loss: 0.0311577 | Time: 3746.96 ms
[2022-01-22 12:00:16 main:581] : INFO : Epoch 1694 | loss: 0.0311303 | val_loss: 0.0311586 | Time: 3836.52 ms
[2022-01-22 12:00:20 main:581] : INFO : Epoch 1695 | loss: 0.0311302 | val_loss: 0.0311567 | Time: 3874.11 ms
[2022-01-22 12:00:24 main:581] : INFO : Epoch 1696 | loss: 0.0311308 | val_loss: 0.031159 | Time: 3764.22 ms
[2022-01-22 12:00:28 main:581] : INFO : Epoch 1697 | loss: 0.031132 | val_loss: 0.0311594 | Time: 3856.21 ms
[2022-01-22 12:00:32 main:581] : INFO : Epoch 1698 | loss: 0.0311324 | val_loss: 0.0311576 | Time: 3751.58 ms
[2022-01-22 12:00:35 main:581] : INFO : Epoch 1699 | loss: 0.0311328 | val_loss: 0.0311603 | Time: 3766.29 ms
[2022-01-22 12:00:39 main:581] : INFO : Epoch 1700 | loss: 0.0311327 | val_loss: 0.0311623 | Time: 3743.92 ms
[2022-01-22 12:00:43 main:581] : INFO : Epoch 1701 | loss: 0.0311319 | val_loss: 0.0311591 | Time: 3787.82 ms
[2022-01-22 12:00:47 main:581] : INFO : Epoch 1702 | loss: 0.0311312 | val_loss: 0.0311574 | Time: 3874.73 ms
[2022-01-22 12:00:51 main:581] : INFO : Epoch 1703 | loss: 0.031131 | val_loss: 0.0311585 | Time: 3977.23 ms
[2022-01-22 12:00:55 main:581] : INFO : Epoch 1704 | loss: 0.0311304 | val_loss: 0.0311606 | Time: 3752.27 ms
[2022-01-22 12:00:58 main:581] : INFO : Epoch 1705 | loss: 0.0311303 | val_loss: 0.0311574 | Time: 3736.45 ms
[2022-01-22 12:01:02 main:581] : INFO : Epoch 1706 | loss: 0.0311303 | val_loss: 0.0311591 | Time: 3748.48 ms
[2022-01-22 12:01:06 main:581] : INFO : Epoch 1707 | loss: 0.0311301 | val_loss: 0.0311567 | Time: 3831.79 ms
[2022-01-22 12:01:10 main:581] : INFO : Epoch 1708 | loss: 0.0311303 | val_loss: 0.0311581 | Time: 3770.06 ms
[2022-01-22 12:01:13 main:581] : INFO : Epoch 1709 | loss: 0.0311303 | val_loss: 0.031157 | Time: 3732.5 ms
[2022-01-22 12:01:17 main:581] : INFO : Epoch 1710 | loss: 0.0311309 | val_loss: 0.0311579 | Time: 3736.05 ms
[2022-01-22 12:01:21 main:581] : INFO : Epoch 1711 | loss: 0.0311307 | val_loss: 0.0311574 | Time: 3794.13 ms
[2022-01-22 12:01:25 main:581] : INFO : Epoch 1712 | loss: 0.0311312 | val_loss: 0.0311623 | Time: 3777.35 ms
[2022-01-22 12:01:29 main:581] : INFO : Epoch 1713 | loss: 0.0311317 | val_loss: 0.0311577 | Time: 3810.09 ms
[2022-01-22 12:01:32 main:581] : INFO : Epoch 1714 | loss: 0.03113 | val_loss: 0.0311583 | Time: 3779.98 ms
[2022-01-22 12:01:36 main:581] : INFO : Epoch 1715 | loss: 0.0311308 | val_loss: 0.0311586 | Time: 3828.43 ms
[2022-01-22 12:01:40 main:581] : INFO : Epoch 1716 | loss: 0.0311313 | val_loss: 0.0311587 | Time: 3959.41 ms
[2022-01-22 12:01:44 main:581] : INFO : Epoch 1717 | loss: 0.0311307 | val_loss: 0.0311578 | Time: 3884.2 ms
[2022-01-22 12:01:48 main:581] : INFO : Epoch 1718 | loss: 0.0311303 | val_loss: 0.0311573 | Time: 3725.52 ms
[2022-01-22 12:01:52 main:581] : INFO : Epoch 1719 | loss: 0.0311308 | val_loss: 0.0311582 | Time: 3792.87 ms
[2022-01-22 12:01:55 main:581] : INFO : Epoch 1720 | loss: 0.0311303 | val_loss: 0.0311588 | Time: 3796.94 ms
[2022-01-22 12:01:59 main:581] : INFO : Epoch 1721 | loss: 0.0311305 | val_loss: 0.0311577 | Time: 3769.31 ms
[2022-01-22 12:02:03 main:581] : INFO : Epoch 1722 | loss: 0.0311316 | val_loss: 0.0311574 | Time: 3780.58 ms
[2022-01-22 12:02:07 main:581] : INFO : Epoch 1723 | loss: 0.0311303 | val_loss: 0.0311576 | Time: 3724.28 ms
[2022-01-22 12:02:10 main:581] : INFO : Epoch 1724 | loss: 0.031132 | val_loss: 0.0311596 | Time: 3760.02 ms
[2022-01-22 12:02:14 main:581] : INFO : Epoch 1725 | loss: 0.0311347 | val_loss: 0.0311613 | Time: 3913.05 ms
[2022-01-22 12:02:18 main:581] : INFO : Epoch 1726 | loss: 0.031133 | val_loss: 0.0311568 | Time: 4034.45 ms
[2022-01-22 12:02:22 main:581] : INFO : Epoch 1727 | loss: 0.0311305 | val_loss: 0.0311587 | Time: 3933.72 ms
[2022-01-22 12:02:26 main:581] : INFO : Epoch 1728 | loss: 0.0311301 | val_loss: 0.0311578 | Time: 3825.09 ms
[2022-01-22 12:02:30 main:581] : INFO : Epoch 1729 | loss: 0.0311309 | val_loss: 0.0311589 | Time: 3760 ms
[2022-01-22 12:02:34 main:581] : INFO : Epoch 1730 | loss: 0.0311314 | val_loss: 0.0311581 | Time: 3720.04 ms
[2022-01-22 12:02:37 main:581] : INFO : Epoch 1731 | loss: 0.0311302 | val_loss: 0.0311587 | Time: 3682.45 ms
[2022-01-22 12:02:41 main:581] : INFO : Epoch 1732 | loss: 0.0311299 | val_loss: 0.0311576 | Time: 3778.24 ms
[2022-01-22 12:02:45 main:581] : INFO : Epoch 1733 | loss: 0.0311314 | val_loss: 0.0311573 | Time: 3762.08 ms
[2022-01-22 12:02:48 main:581] : INFO : Epoch 1734 | loss: 0.0311322 | val_loss: 0.0311587 | Time: 3706.32 ms
[2022-01-22 12:02:52 main:581] : INFO : Epoch 1735 | loss: 0.0311305 | val_loss: 0.031158 | Time: 3888.52 ms
[2022-01-22 12:02:56 main:581] : INFO : Epoch 1736 | loss: 0.0311315 | val_loss: 0.0311592 | Time: 3791.82 ms
[2022-01-22 12:03:00 main:581] : INFO : Epoch 1737 | loss: 0.0311315 | val_loss: 0.0311572 | Time: 3773.27 ms
[2022-01-22 12:03:04 main:581] : INFO : Epoch 1738 | loss: 0.0311312 | val_loss: 0.0311581 | Time: 3922.28 ms
[2022-01-22 12:03:08 main:581] : INFO : Epoch 1739 | loss: 0.0311306 | val_loss: 0.0311591 | Time: 3967.47 ms
[2022-01-22 12:03:12 main:581] : INFO : Epoch 1740 | loss: 0.0311305 | val_loss: 0.0311575 | Time: 3925.31 ms
[2022-01-22 12:03:16 main:581] : INFO : Epoch 1741 | loss: 0.0311304 | val_loss: 0.0311604 | Time: 3824.39 ms
[2022-01-22 12:03:19 main:581] : INFO : Epoch 1742 | loss: 0.0311309 | val_loss: 0.0311594 | Time: 3908.58 ms
[2022-01-22 12:03:23 main:581] : INFO : Epoch 1743 | loss: 0.0311327 | val_loss: 0.0311571 | Time: 3723.5 ms
[2022-01-22 12:03:27 main:581] : INFO : Epoch 1744 | loss: 0.0311317 | val_loss: 0.0311573 | Time: 3673.2 ms
[2022-01-22 12:03:31 main:581] : INFO : Epoch 1745 | loss: 0.0311314 | val_loss: 0.0311591 | Time: 3754.45 ms
[2022-01-22 12:03:35 main:581] : INFO : Epoch 1746 | loss: 0.0311303 | val_loss: 0.0311617 | Time: 3892.59 ms
[2022-01-22 12:03:38 main:581] : INFO : Epoch 1747 | loss: 0.0311308 | val_loss: 0.0311584 | Time: 3813.28 ms
[2022-01-22 12:03:42 main:581] : INFO : Epoch 1748 | loss: 0.031131 | val_loss: 0.031157 | Time: 3760.86 ms
[2022-01-22 12:03:46 main:581] : INFO : Epoch 1749 | loss: 0.0311303 | val_loss: 0.0311584 | Time: 3657.64 ms
[2022-01-22 12:03:50 main:581] : INFO : Epoch 1750 | loss: 0.0311302 | val_loss: 0.0311582 | Time: 3800.26 ms
[2022-01-22 12:03:54 main:581] : INFO : Epoch 1751 | loss: 0.0311329 | val_loss: 0.0311586 | Time: 4032.51 ms
[2022-01-22 12:03:58 main:581] : INFO : Epoch 1752 | loss: 0.0311306 | val_loss: 0.031158 | Time: 3955.74 ms
[2022-01-22 12:04:01 main:581] : INFO : Epoch 1753 | loss: 0.0311306 | val_loss: 0.0311576 | Time: 3841.78 ms
[2022-01-22 12:04:05 main:581] : INFO : Epoch 1754 | loss: 0.0311304 | val_loss: 0.0311595 | Time: 3824.41 ms
[2022-01-22 12:04:09 main:581] : INFO : Epoch 1755 | loss: 0.0311328 | val_loss: 0.0311612 | Time: 3798.79 ms
[2022-01-22 12:04:13 main:581] : INFO : Epoch 1756 | loss: 0.0311328 | val_loss: 0.0311592 | Time: 3754.78 ms
[2022-01-22 12:04:16 main:581] : INFO : Epoch 1757 | loss: 0.0311302 | val_loss: 0.0311591 | Time: 3678.84 ms
[2022-01-22 12:04:20 main:581] : INFO : Epoch 1758 | loss: 0.0311303 | val_loss: 0.0311566 | Time: 3755.37 ms
[2022-01-22 12:04:24 main:581] : INFO : Epoch 1759 | loss: 0.0311305 | val_loss: 0.0311576 | Time: 3750.69 ms
[2022-01-22 12:04:28 main:581] : INFO : Epoch 1760 | loss: 0.0311305 | val_loss: 0.0311589 | Time: 3858.95 ms
[2022-01-22 12:04:32 main:581] : INFO : Epoch 1761 | loss: 0.0311303 | val_loss: 0.0311601 | Time: 3743.15 ms
[2022-01-22 12:04:35 main:581] : INFO : Epoch 1762 | loss: 0.0311307 | val_loss: 0.0311564 | Time: 3756.24 ms
[2022-01-22 12:04:39 main:581] : INFO : Epoch 1763 | loss: 0.0311304 | val_loss: 0.0311574 | Time: 3768.26 ms
[2022-01-22 12:04:43 main:581] : INFO : Epoch 1764 | loss: 0.0311306 | val_loss: 0.0311581 | Time: 3929.65 ms
[2022-01-22 12:04:47 main:581] : INFO : Epoch 1765 | loss: 0.0311319 | val_loss: 0.0311583 | Time: 3988.05 ms
[2022-01-22 12:04:51 main:581] : INFO : Epoch 1766 | loss: 0.031131 | val_loss: 0.0311585 | Time: 3702.23 ms
[2022-01-22 12:04:54 main:581] : INFO : Epoch 1767 | loss: 0.0311305 | val_loss: 0.0311596 | Time: 3714.62 ms
[2022-01-22 12:04:58 main:581] : INFO : Epoch 1768 | loss: 0.0311303 | val_loss: 0.0311585 | Time: 3723.74 ms
[2022-01-22 12:05:02 main:581] : INFO : Epoch 1769 | loss: 0.0311301 | val_loss: 0.0311569 | Time: 3764.2 ms
[2022-01-22 12:05:06 main:581] : INFO : Epoch 1770 | loss: 0.0311303 | val_loss: 0.0311568 | Time: 3819.92 ms
[2022-01-22 12:05:10 main:581] : INFO : Epoch 1771 | loss: 0.0311323 | val_loss: 0.0311575 | Time: 3821.93 ms
[2022-01-22 12:05:14 main:581] : INFO : Epoch 1772 | loss: 0.0311306 | val_loss: 0.0311589 | Time: 3930.81 ms
[2022-01-22 12:05:17 main:581] : INFO : Epoch 1773 | loss: 0.0311319 | val_loss: 0.0311626 | Time: 3926.32 ms
[2022-01-22 12:05:21 main:581] : INFO : Epoch 1774 | loss: 0.031132 | val_loss: 0.0311587 | Time: 3910.39 ms
[2022-01-22 12:05:25 main:581] : INFO : Epoch 1775 | loss: 0.0311313 | val_loss: 0.0311561 | Time: 3699.3 ms
[2022-01-22 12:05:29 main:581] : INFO : Epoch 1776 | loss: 0.0311303 | val_loss: 0.031157 | Time: 3730.68 ms
[2022-01-22 12:05:33 main:581] : INFO : Epoch 1777 | loss: 0.0311301 | val_loss: 0.0311568 | Time: 3780 ms
[2022-01-22 12:05:36 main:581] : INFO : Epoch 1778 | loss: 0.0311305 | val_loss: 0.0311596 | Time: 3708.66 ms
[2022-01-22 12:05:40 main:581] : INFO : Epoch 1779 | loss: 0.0311315 | val_loss: 0.0311604 | Time: 3795.47 ms
[2022-01-22 12:05:44 main:581] : INFO : Epoch 1780 | loss: 0.0311321 | val_loss: 0.0311563 | Time: 3762.39 ms
[2022-01-22 12:05:48 main:581] : INFO : Epoch 1781 | loss: 0.0311304 | val_loss: 0.0311625 | Time: 3803.76 ms
[2022-01-22 12:05:52 main:581] : INFO : Epoch 1782 | loss: 0.031131 | val_loss: 0.0311586 | Time: 3919.25 ms
[2022-01-22 12:05:55 main:581] : INFO : Epoch 1783 | loss: 0.0311313 | val_loss: 0.0311598 | Time: 3773.98 ms
[2022-01-22 12:05:59 main:581] : INFO : Epoch 1784 | loss: 0.0311319 | val_loss: 0.0311608 | Time: 3839.93 ms
[2022-01-22 12:06:03 main:581] : INFO : Epoch 1785 | loss: 0.0311326 | val_loss: 0.0311643 | Time: 3779.12 ms
[2022-01-22 12:06:07 main:581] : INFO : Epoch 1786 | loss: 0.0311318 | val_loss: 0.0311574 | Time: 3713.14 ms
[2022-01-22 12:06:10 main:581] : INFO : Epoch 1787 | loss: 0.0311305 | val_loss: 0.0311572 | Time: 3700.31 ms
[2022-01-22 12:06:14 main:581] : INFO : Epoch 1788 | loss: 0.0311303 | val_loss: 0.0311591 | Time: 3672.61 ms
[2022-01-22 12:06:18 main:581] : INFO : Epoch 1789 | loss: 0.0311306 | val_loss: 0.0311569 | Time: 3729.26 ms
[2022-01-22 12:06:22 main:581] : INFO : Epoch 1790 | loss: 0.0311318 | val_loss: 0.031162 | Time: 3753.38 ms
[2022-01-22 12:06:25 main:581] : INFO : Epoch 1791 | loss: 0.0311318 | val_loss: 0.0311595 | Time: 3669.78 ms
[2022-01-22 12:06:29 main:581] : INFO : Epoch 1792 | loss: 0.0311338 | val_loss: 0.0311654 | Time: 3685.08 ms
[2022-01-22 12:06:33 main:581] : INFO : Epoch 1793 | loss: 0.0311318 | val_loss: 0.0311576 | Time: 3752.1 ms
[2022-01-22 12:06:36 main:581] : INFO : Epoch 1794 | loss: 0.0311308 | val_loss: 0.0311566 | Time: 3699.54 ms
[2022-01-22 12:06:40 main:581] : INFO : Epoch 1795 | loss: 0.0311303 | val_loss: 0.0311567 | Time: 3691.01 ms
[2022-01-22 12:06:44 main:581] : INFO : Epoch 1796 | loss: 0.0311302 | val_loss: 0.0311655 | Time: 3669.05 ms
[2022-01-22 12:06:47 main:581] : INFO : Epoch 1797 | loss: 0.0311318 | val_loss: 0.0311585 | Time: 3697.21 ms
[2022-01-22 12:06:51 main:581] : INFO : Epoch 1798 | loss: 0.0311317 | val_loss: 0.0311647 | Time: 3998.31 ms
[2022-01-22 12:06:55 main:581] : INFO : Epoch 1799 | loss: 0.0311306 | val_loss: 0.031162 | Time: 3938.36 ms
[2022-01-22 12:06:59 main:581] : INFO : Epoch 1800 | loss: 0.0311305 | val_loss: 0.0311579 | Time: 3817.97 ms
[2022-01-22 12:07:03 main:581] : INFO : Epoch 1801 | loss: 0.0311303 | val_loss: 0.0311587 | Time: 3808.51 ms
[2022-01-22 12:07:07 main:581] : INFO : Epoch 1802 | loss: 0.0311305 | val_loss: 0.0311578 | Time: 3926.1 ms
[2022-01-22 12:07:11 main:581] : INFO : Epoch 1803 | loss: 0.0311309 | val_loss: 0.0311592 | Time: 3715.62 ms
[2022-01-22 12:07:14 main:581] : INFO : Epoch 1804 | loss: 0.031131 | val_loss: 0.0311562 | Time: 3709.01 ms
[2022-01-22 12:07:18 main:581] : INFO : Epoch 1805 | loss: 0.0311307 | val_loss: 0.0311605 | Time: 3688.24 ms
[2022-01-22 12:07:22 main:581] : INFO : Epoch 1806 | loss: 0.0311305 | val_loss: 0.0311583 | Time: 3737.09 ms
[2022-01-22 12:07:25 main:581] : INFO : Epoch 1807 | loss: 0.0311306 | val_loss: 0.0311564 | Time: 3726.36 ms
[2022-01-22 12:07:29 main:581] : INFO : Epoch 1808 | loss: 0.0311304 | val_loss: 0.0311596 | Time: 3755.71 ms
[2022-01-22 12:07:33 main:581] : INFO : Epoch 1809 | loss: 0.0311311 | val_loss: 0.0311599 | Time: 3697.42 ms
[2022-01-22 12:07:37 main:581] : INFO : Epoch 1810 | loss: 0.0311315 | val_loss: 0.0311632 | Time: 3742.57 ms
[2022-01-22 12:07:40 main:581] : INFO : Epoch 1811 | loss: 0.031131 | val_loss: 0.0311582 | Time: 3733.11 ms
[2022-01-22 12:07:44 main:581] : INFO : Epoch 1812 | loss: 0.031131 | val_loss: 0.0311573 | Time: 3777.07 ms
[2022-01-22 12:07:48 main:581] : INFO : Epoch 1813 | loss: 0.0311325 | val_loss: 0.0311608 | Time: 3879.16 ms
[2022-01-22 12:07:52 main:581] : INFO : Epoch 1814 | loss: 0.0311381 | val_loss: 0.0311616 | Time: 4037.46 ms
[2022-01-22 12:07:56 main:581] : INFO : Epoch 1815 | loss: 0.0311331 | val_loss: 0.0311603 | Time: 3888.52 ms
[2022-01-22 12:08:00 main:581] : INFO : Epoch 1816 | loss: 0.0311311 | val_loss: 0.0311614 | Time: 3712.77 ms
[2022-01-22 12:08:04 main:581] : INFO : Epoch 1817 | loss: 0.0311305 | val_loss: 0.0311586 | Time: 3827.18 ms
[2022-01-22 12:08:07 main:581] : INFO : Epoch 1818 | loss: 0.0311304 | val_loss: 0.0311611 | Time: 3751.48 ms
[2022-01-22 12:08:11 main:581] : INFO : Epoch 1819 | loss: 0.031133 | val_loss: 0.0311596 | Time: 3698.94 ms
[2022-01-22 12:08:15 main:581] : INFO : Epoch 1820 | loss: 0.0311321 | val_loss: 0.0311639 | Time: 3721.74 ms
[2022-01-22 12:08:18 main:581] : INFO : Epoch 1821 | loss: 0.031131 | val_loss: 0.0311567 | Time: 3716.84 ms
[2022-01-22 12:08:22 main:581] : INFO : Epoch 1822 | loss: 0.0311308 | val_loss: 0.0311587 | Time: 3757.84 ms
[2022-01-22 12:08:26 main:581] : INFO : Epoch 1823 | loss: 0.0311302 | val_loss: 0.0311586 | Time: 3841.16 ms
[2022-01-22 12:08:30 main:581] : INFO : Epoch 1824 | loss: 0.0311306 | val_loss: 0.0311572 | Time: 3815.23 ms
[2022-01-22 12:08:34 main:581] : INFO : Epoch 1825 | loss: 0.0311311 | val_loss: 0.0311587 | Time: 3843.82 ms
[2022-01-22 12:08:38 main:581] : INFO : Epoch 1826 | loss: 0.0311328 | val_loss: 0.0311624 | Time: 3811.79 ms
[2022-01-22 12:08:41 main:581] : INFO : Epoch 1827 | loss: 0.031132 | val_loss: 0.03116 | Time: 3726.88 ms
[2022-01-22 12:08:45 main:581] : INFO : Epoch 1828 | loss: 0.0311327 | val_loss: 0.0311604 | Time: 3772.94 ms
[2022-01-22 12:08:49 main:581] : INFO : Epoch 1829 | loss: 0.0311308 | val_loss: 0.0311585 | Time: 3651.12 ms
[2022-01-22 12:08:52 main:581] : INFO : Epoch 1830 | loss: 0.0311341 | val_loss: 0.0311631 | Time: 3749.69 ms
[2022-01-22 12:08:56 main:581] : INFO : Epoch 1831 | loss: 0.0311325 | val_loss: 0.03116 | Time: 3768.44 ms
[2022-01-22 12:09:00 main:581] : INFO : Epoch 1832 | loss: 0.0311313 | val_loss: 0.0311591 | Time: 3857.54 ms
[2022-01-22 12:09:04 main:581] : INFO : Epoch 1833 | loss: 0.0311317 | val_loss: 0.0311582 | Time: 3772.05 ms
[2022-01-22 12:09:08 main:581] : INFO : Epoch 1834 | loss: 0.0311313 | val_loss: 0.0311596 | Time: 3828.38 ms
[2022-01-22 12:09:11 main:581] : INFO : Epoch 1835 | loss: 0.0311311 | val_loss: 0.0311573 | Time: 3680.61 ms
[2022-01-22 12:09:15 main:581] : INFO : Epoch 1836 | loss: 0.0311301 | val_loss: 0.0311586 | Time: 3711.96 ms
[2022-01-22 12:09:19 main:581] : INFO : Epoch 1837 | loss: 0.0311307 | val_loss: 0.0311575 | Time: 3785.75 ms
[2022-01-22 12:09:23 main:581] : INFO : Epoch 1838 | loss: 0.0311315 | val_loss: 0.0311582 | Time: 3864.78 ms
[2022-01-22 12:09:27 main:581] : INFO : Epoch 1839 | loss: 0.0311314 | val_loss: 0.0311598 | Time: 3817.64 ms
[2022-01-22 12:09:30 main:581] : INFO : Epoch 1840 | loss: 0.0311304 | val_loss: 0.0311575 | Time: 3836.44 ms
[2022-01-22 12:09:34 main:581] : INFO : Epoch 1841 | loss: 0.0311304 | val_loss: 0.0311576 | Time: 3965.51 ms
[2022-01-22 12:09:38 main:581] : INFO : Epoch 1842 | loss: 0.0311309 | val_loss: 0.0311613 | Time: 3799.44 ms
[2022-01-22 12:09:42 main:581] : INFO : Epoch 1843 | loss: 0.0311309 | val_loss: 0.0311574 | Time: 3767.1 ms
[2022-01-22 12:09:46 main:581] : INFO : Epoch 1844 | loss: 0.0311307 | val_loss: 0.0311585 | Time: 3888.8 ms
[2022-01-22 12:09:49 main:581] : INFO : Epoch 1845 | loss: 0.0311303 | val_loss: 0.0311595 | Time: 3658.75 ms
[2022-01-22 12:09:53 main:581] : INFO : Epoch 1846 | loss: 0.0311314 | val_loss: 0.0311609 | Time: 3780.81 ms
[2022-01-22 12:09:57 main:581] : INFO : Epoch 1847 | loss: 0.0311306 | val_loss: 0.031158 | Time: 3894.62 ms
[2022-01-22 12:10:01 main:581] : INFO : Epoch 1848 | loss: 0.0311319 | val_loss: 0.0311639 | Time: 3901.33 ms
[2022-01-22 12:10:05 main:581] : INFO : Epoch 1849 | loss: 0.0311334 | val_loss: 0.0311659 | Time: 4060.52 ms
[2022-01-22 12:10:09 main:581] : INFO : Epoch 1850 | loss: 0.0311346 | val_loss: 0.031163 | Time: 3798.69 ms
[2022-01-22 12:10:13 main:581] : INFO : Epoch 1851 | loss: 0.0311327 | val_loss: 0.0311591 | Time: 3756.05 ms
[2022-01-22 12:10:16 main:581] : INFO : Epoch 1852 | loss: 0.0311362 | val_loss: 0.0311759 | Time: 3724.73 ms
[2022-01-22 12:10:20 main:581] : INFO : Epoch 1853 | loss: 0.0311359 | val_loss: 0.0311619 | Time: 3757.9 ms
[2022-01-22 12:10:24 main:581] : INFO : Epoch 1854 | loss: 0.0311313 | val_loss: 0.0311583 | Time: 3732.79 ms
[2022-01-22 12:10:28 main:581] : INFO : Epoch 1855 | loss: 0.0311321 | val_loss: 0.0311582 | Time: 3742.68 ms
[2022-01-22 12:10:31 main:581] : INFO : Epoch 1856 | loss: 0.031133 | val_loss: 0.0311568 | Time: 3720.89 ms
[2022-01-22 12:10:35 main:581] : INFO : Epoch 1857 | loss: 0.0311327 | val_loss: 0.0311628 | Time: 3812.84 ms
[2022-01-22 12:10:39 main:581] : INFO : Epoch 1858 | loss: 0.0311306 | val_loss: 0.0311586 | Time: 3971.7 ms
[2022-01-22 12:10:43 main:581] : INFO : Epoch 1859 | loss: 0.0311302 | val_loss: 0.0311598 | Time: 3748.4 ms
[2022-01-22 12:10:47 main:581] : INFO : Epoch 1860 | loss: 0.0311306 | val_loss: 0.0311577 | Time: 3746.89 ms
[2022-01-22 12:10:50 main:581] : INFO : Epoch 1861 | loss: 0.0311306 | val_loss: 0.0311588 | Time: 3691.87 ms
[2022-01-22 12:10:54 main:581] : INFO : Epoch 1862 | loss: 0.0311325 | val_loss: 0.0311637 | Time: 3652.2 ms
[2022-01-22 12:10:58 main:581] : INFO : Epoch 1863 | loss: 0.0311318 | val_loss: 0.031159 | Time: 3814.12 ms
[2022-01-22 12:11:01 main:581] : INFO : Epoch 1864 | loss: 0.0311306 | val_loss: 0.0311586 | Time: 3693.21 ms
[2022-01-22 12:11:05 main:581] : INFO : Epoch 1865 | loss: 0.0311304 | val_loss: 0.0311586 | Time: 3735.08 ms
[2022-01-22 12:11:09 main:581] : INFO : Epoch 1866 | loss: 0.0311305 | val_loss: 0.0311573 | Time: 3704.43 ms
[2022-01-22 12:11:13 main:581] : INFO : Epoch 1867 | loss: 0.0311308 | val_loss: 0.0311587 | Time: 3793.72 ms
[2022-01-22 12:11:16 main:581] : INFO : Epoch 1868 | loss: 0.0311312 | val_loss: 0.0311597 | Time: 3722.7 ms
[2022-01-22 12:11:20 main:581] : INFO : Epoch 1869 | loss: 0.0311316 | val_loss: 0.0311573 | Time: 3729.09 ms
[2022-01-22 12:11:24 main:581] : INFO : Epoch 1870 | loss: 0.0311303 | val_loss: 0.0311601 | Time: 3895.72 ms
[2022-01-22 12:11:28 main:581] : INFO : Epoch 1871 | loss: 0.0311304 | val_loss: 0.0311584 | Time: 3746.65 ms
[2022-01-22 12:11:32 main:581] : INFO : Epoch 1872 | loss: 0.0311316 | val_loss: 0.0311575 | Time: 3730.78 ms
[2022-01-22 12:11:35 main:581] : INFO : Epoch 1873 | loss: 0.0311308 | val_loss: 0.0311643 | Time: 3853.53 ms
[2022-01-22 12:11:39 main:581] : INFO : Epoch 1874 | loss: 0.0311323 | val_loss: 0.0311568 | Time: 3792.89 ms
[2022-01-22 12:11:43 main:581] : INFO : Epoch 1875 | loss: 0.0311313 | val_loss: 0.0311593 | Time: 3816.66 ms
[2022-01-22 12:11:47 main:581] : INFO : Epoch 1876 | loss: 0.0311323 | val_loss: 0.0311576 | Time: 3813.44 ms
[2022-01-22 12:11:51 main:581] : INFO : Epoch 1877 | loss: 0.0311304 | val_loss: 0.0311578 | Time: 3805.96 ms
[2022-01-22 12:11:54 main:581] : INFO : Epoch 1878 | loss: 0.0311304 | val_loss: 0.0311574 | Time: 3711.1 ms
[2022-01-22 12:11:58 main:581] : INFO : Epoch 1879 | loss: 0.0311319 | val_loss: 0.0311587 | Time: 3738.83 ms
[2022-01-22 12:12:02 main:581] : INFO : Epoch 1880 | loss: 0.0311303 | val_loss: 0.0311574 | Time: 3752.95 ms
[2022-01-22 12:12:06 main:581] : INFO : Epoch 1881 | loss: 0.0311303 | val_loss: 0.0311575 | Time: 3720.44 ms
[2022-01-22 12:12:09 main:581] : INFO : Epoch 1882 | loss: 0.0311306 | val_loss: 0.0311608 | Time: 3911.73 ms
[2022-01-22 12:12:13 main:581] : INFO : Epoch 1883 | loss: 0.0311313 | val_loss: 0.031157 | Time: 3758.87 ms
[2022-01-22 12:12:17 main:581] : INFO : Epoch 1884 | loss: 0.0311307 | val_loss: 0.0311611 | Time: 3810.08 ms
[2022-01-22 12:12:21 main:581] : INFO : Epoch 1885 | loss: 0.03113 | val_loss: 0.0311579 | Time: 3760.27 ms
[2022-01-22 12:12:25 main:581] : INFO : Epoch 1886 | loss: 0.0311313 | val_loss: 0.0311589 | Time: 3821.85 ms
[2022-01-22 12:12:28 main:581] : INFO : Epoch 1887 | loss: 0.0311303 | val_loss: 0.0311569 | Time: 3818.15 ms
[2022-01-22 12:12:32 main:581] : INFO : Epoch 1888 | loss: 0.0311308 | val_loss: 0.0311589 | Time: 3839.29 ms
[2022-01-22 12:12:36 main:581] : INFO : Epoch 1889 | loss: 0.0311318 | val_loss: 0.0311574 | Time: 3827.84 ms
[2022-01-22 12:12:40 main:581] : INFO : Epoch 1890 | loss: 0.0311308 | val_loss: 0.0311599 | Time: 3805.42 ms
[2022-01-22 12:12:44 main:581] : INFO : Epoch 1891 | loss: 0.0311309 | val_loss: 0.0311577 | Time: 3737.9 ms
[2022-01-22 12:12:47 main:581] : INFO : Epoch 1892 | loss: 0.0311308 | val_loss: 0.03116 | Time: 3707.64 ms
[2022-01-22 12:12:51 main:581] : INFO : Epoch 1893 | loss: 0.0311319 | val_loss: 0.0311601 | Time: 3711.26 ms
[2022-01-22 12:12:55 main:581] : INFO : Epoch 1894 | loss: 0.0311307 | val_loss: 0.0311585 | Time: 3886.18 ms
[2022-01-22 12:12:59 main:581] : INFO : Epoch 1895 | loss: 0.0311311 | val_loss: 0.0311577 | Time: 3811.58 ms
[2022-01-22 12:13:03 main:581] : INFO : Epoch 1896 | loss: 0.0311309 | val_loss: 0.0311584 | Time: 3728.07 ms
[2022-01-22 12:13:06 main:581] : INFO : Epoch 1897 | loss: 0.0311302 | val_loss: 0.0311574 | Time: 3833.42 ms
[2022-01-22 12:13:10 main:581] : INFO : Epoch 1898 | loss: 0.0311305 | val_loss: 0.0311602 | Time: 3798.31 ms
[2022-01-22 12:13:14 main:581] : INFO : Epoch 1899 | loss: 0.0311316 | val_loss: 0.0311634 | Time: 3736.83 ms
[2022-01-22 12:13:18 main:581] : INFO : Epoch 1900 | loss: 0.031131 | val_loss: 0.0311586 | Time: 3771.46 ms
[2022-01-22 12:13:21 main:581] : INFO : Epoch 1901 | loss: 0.0311308 | val_loss: 0.0311589 | Time: 3758.8 ms
[2022-01-22 12:13:25 main:581] : INFO : Epoch 1902 | loss: 0.031131 | val_loss: 0.031159 | Time: 3732.04 ms
[2022-01-22 12:13:29 main:581] : INFO : Epoch 1903 | loss: 0.0311309 | val_loss: 0.0311609 | Time: 3788.71 ms
[2022-01-22 12:13:33 main:581] : INFO : Epoch 1904 | loss: 0.0311321 | val_loss: 0.0311583 | Time: 3733.6 ms
[2022-01-22 12:13:36 main:581] : INFO : Epoch 1905 | loss: 0.0311316 | val_loss: 0.0311631 | Time: 3766.16 ms
[2022-01-22 12:13:40 main:581] : INFO : Epoch 1906 | loss: 0.0311347 | val_loss: 0.0311636 | Time: 3847.76 ms
[2022-01-22 12:13:44 main:581] : INFO : Epoch 1907 | loss: 0.0311395 | val_loss: 0.0311619 | Time: 3831.43 ms
[2022-01-22 12:13:48 main:581] : INFO : Epoch 1908 | loss: 0.0311341 | val_loss: 0.0311615 | Time: 3779.96 ms
[2022-01-22 12:13:52 main:581] : INFO : Epoch 1909 | loss: 0.0311318 | val_loss: 0.0311591 | Time: 3813.99 ms
[2022-01-22 12:13:55 main:581] : INFO : Epoch 1910 | loss: 0.0311307 | val_loss: 0.0311585 | Time: 3666.3 ms
[2022-01-22 12:13:59 main:581] : INFO : Epoch 1911 | loss: 0.0311302 | val_loss: 0.0311581 | Time: 3729.77 ms
[2022-01-22 12:14:03 main:581] : INFO : Epoch 1912 | loss: 0.0311306 | val_loss: 0.0311617 | Time: 3700.27 ms
[2022-01-22 12:14:07 main:581] : INFO : Epoch 1913 | loss: 0.0311309 | val_loss: 0.0311581 | Time: 3741.75 ms
[2022-01-22 12:14:10 main:581] : INFO : Epoch 1914 | loss: 0.0311304 | val_loss: 0.0311578 | Time: 3696.56 ms
[2022-01-22 12:14:14 main:581] : INFO : Epoch 1915 | loss: 0.0311306 | val_loss: 0.0311571 | Time: 3706.31 ms
[2022-01-22 12:14:18 main:581] : INFO : Epoch 1916 | loss: 0.0311301 | val_loss: 0.031159 | Time: 3807.96 ms
[2022-01-22 12:14:22 main:581] : INFO : Epoch 1917 | loss: 0.0311302 | val_loss: 0.031157 | Time: 3764.49 ms
[2022-01-22 12:14:25 main:581] : INFO : Epoch 1918 | loss: 0.0311312 | val_loss: 0.0311597 | Time: 3747.19 ms
[2022-01-22 12:14:29 main:581] : INFO : Epoch 1919 | loss: 0.0311315 | val_loss: 0.0311577 | Time: 3737.29 ms
[2022-01-22 12:14:33 main:581] : INFO : Epoch 1920 | loss: 0.0311306 | val_loss: 0.0311586 | Time: 3774.16 ms
[2022-01-22 12:14:37 main:581] : INFO : Epoch 1921 | loss: 0.0311306 | val_loss: 0.0311607 | Time: 3885.74 ms
[2022-01-22 12:14:41 main:581] : INFO : Epoch 1922 | loss: 0.0311313 | val_loss: 0.031159 | Time: 3835.42 ms
[2022-01-22 12:14:44 main:581] : INFO : Epoch 1923 | loss: 0.0311314 | val_loss: 0.0311604 | Time: 3800.69 ms
[2022-01-22 12:14:48 main:581] : INFO : Epoch 1924 | loss: 0.0311338 | val_loss: 0.0311602 | Time: 3724.72 ms
[2022-01-22 12:14:52 main:581] : INFO : Epoch 1925 | loss: 0.0311333 | val_loss: 0.0311607 | Time: 3697.44 ms
[2022-01-22 12:14:55 main:581] : INFO : Epoch 1926 | loss: 0.0311315 | val_loss: 0.0311575 | Time: 3714.18 ms
[2022-01-22 12:14:59 main:581] : INFO : Epoch 1927 | loss: 0.0311304 | val_loss: 0.0311592 | Time: 3799.84 ms
[2022-01-22 12:15:03 main:581] : INFO : Epoch 1928 | loss: 0.0311311 | val_loss: 0.0311587 | Time: 3862.04 ms
[2022-01-22 12:15:07 main:581] : INFO : Epoch 1929 | loss: 0.0311309 | val_loss: 0.031157 | Time: 3844.82 ms
[2022-01-22 12:15:11 main:581] : INFO : Epoch 1930 | loss: 0.0311336 | val_loss: 0.0311611 | Time: 3857.31 ms
[2022-01-22 12:15:15 main:581] : INFO : Epoch 1931 | loss: 0.0311309 | val_loss: 0.0311586 | Time: 3768.79 ms
[2022-01-22 12:15:18 main:581] : INFO : Epoch 1932 | loss: 0.0311307 | val_loss: 0.0311608 | Time: 3683.45 ms
[2022-01-22 12:15:22 main:581] : INFO : Epoch 1933 | loss: 0.0311307 | val_loss: 0.031159 | Time: 3741.01 ms
[2022-01-22 12:15:26 main:581] : INFO : Epoch 1934 | loss: 0.0311301 | val_loss: 0.0311576 | Time: 3922.3 ms
[2022-01-22 12:15:30 main:581] : INFO : Epoch 1935 | loss: 0.0311303 | val_loss: 0.0311588 | Time: 3701.56 ms
[2022-01-22 12:15:33 main:581] : INFO : Epoch 1936 | loss: 0.0311302 | val_loss: 0.031158 | Time: 3722.52 ms
[2022-01-22 12:15:37 main:581] : INFO : Epoch 1937 | loss: 0.031131 | val_loss: 0.0311621 | Time: 3684.38 ms
[2022-01-22 12:15:41 main:581] : INFO : Epoch 1938 | loss: 0.0311312 | val_loss: 0.0311565 | Time: 3750.9 ms
[2022-01-22 12:15:45 main:581] : INFO : Epoch 1939 | loss: 0.0311311 | val_loss: 0.0311592 | Time: 3804.96 ms
[2022-01-22 12:15:49 main:581] : INFO : Epoch 1940 | loss: 0.0311303 | val_loss: 0.0311605 | Time: 3881.79 ms
[2022-01-22 12:15:52 main:581] : INFO : Epoch 1941 | loss: 0.0311304 | val_loss: 0.031157 | Time: 3825.23 ms
[2022-01-22 12:15:56 main:581] : INFO : Epoch 1942 | loss: 0.0311308 | val_loss: 0.0311581 | Time: 3702.54 ms
[2022-01-22 12:16:00 main:581] : INFO : Epoch 1943 | loss: 0.03113 | val_loss: 0.0311568 | Time: 3889.35 ms
[2022-01-22 12:16:04 main:581] : INFO : Epoch 1944 | loss: 0.0311305 | val_loss: 0.0311591 | Time: 3904.82 ms
[2022-01-22 12:16:08 main:581] : INFO : Epoch 1945 | loss: 0.0311303 | val_loss: 0.0311574 | Time: 3833.29 ms
[2022-01-22 12:16:11 main:581] : INFO : Epoch 1946 | loss: 0.0311305 | val_loss: 0.031157 | Time: 3674.06 ms
[2022-01-22 12:16:15 main:581] : INFO : Epoch 1947 | loss: 0.0311311 | val_loss: 0.0311565 | Time: 3838.45 ms
[2022-01-22 12:16:19 main:581] : INFO : Epoch 1948 | loss: 0.0311309 | val_loss: 0.0311602 | Time: 3845.13 ms
[2022-01-22 12:16:23 main:581] : INFO : Epoch 1949 | loss: 0.0311307 | val_loss: 0.031161 | Time: 3824.71 ms
[2022-01-22 12:16:27 main:581] : INFO : Epoch 1950 | loss: 0.0311331 | val_loss: 0.0311565 | Time: 3808.91 ms
[2022-01-22 12:16:30 main:581] : INFO : Epoch 1951 | loss: 0.0311308 | val_loss: 0.0311591 | Time: 3803.8 ms
[2022-01-22 12:16:34 main:581] : INFO : Epoch 1952 | loss: 0.0311306 | val_loss: 0.0311578 | Time: 3740.98 ms
[2022-01-22 12:16:38 main:581] : INFO : Epoch 1953 | loss: 0.0311318 | val_loss: 0.0311631 | Time: 3866.27 ms
[2022-01-22 12:16:42 main:581] : INFO : Epoch 1954 | loss: 0.0311323 | val_loss: 0.0311583 | Time: 3724.69 ms
[2022-01-22 12:16:45 main:581] : INFO : Epoch 1955 | loss: 0.0311302 | val_loss: 0.0311583 | Time: 3679.91 ms
[2022-01-22 12:16:49 main:581] : INFO : Epoch 1956 | loss: 0.0311302 | val_loss: 0.0311579 | Time: 3782.76 ms
[2022-01-22 12:16:53 main:581] : INFO : Epoch 1957 | loss: 0.0311307 | val_loss: 0.0311603 | Time: 3894.59 ms
[2022-01-22 12:16:57 main:581] : INFO : Epoch 1958 | loss: 0.0311306 | val_loss: 0.0311569 | Time: 3823.16 ms
[2022-01-22 12:17:01 main:581] : INFO : Epoch 1959 | loss: 0.0311316 | val_loss: 0.0311577 | Time: 3760.56 ms
[2022-01-22 12:17:05 main:581] : INFO : Epoch 1960 | loss: 0.0311309 | val_loss: 0.0311589 | Time: 3933.24 ms
[2022-01-22 12:17:08 main:581] : INFO : Epoch 1961 | loss: 0.0311311 | val_loss: 0.031157 | Time: 3791.7 ms
[2022-01-22 12:17:12 main:581] : INFO : Epoch 1962 | loss: 0.0311305 | val_loss: 0.0311561 | Time: 3748.68 ms
[2022-01-22 12:17:16 main:581] : INFO : Epoch 1963 | loss: 0.0311322 | val_loss: 0.0311568 | Time: 3741.26 ms
[2022-01-22 12:17:20 main:581] : INFO : Epoch 1964 | loss: 0.0311338 | val_loss: 0.0311613 | Time: 3746.92 ms
[2022-01-22 12:17:24 main:581] : INFO : Epoch 1965 | loss: 0.0311321 | val_loss: 0.0311605 | Time: 3786.53 ms
[2022-01-22 12:17:27 main:581] : INFO : Epoch 1966 | loss: 0.0311308 | val_loss: 0.0311618 | Time: 3804.64 ms
[2022-01-22 12:17:31 main:581] : INFO : Epoch 1967 | loss: 0.0311303 | val_loss: 0.0311577 | Time: 3776.8 ms
[2022-01-22 12:17:35 main:581] : INFO : Epoch 1968 | loss: 0.0311309 | val_loss: 0.0311596 | Time: 3884.49 ms
[2022-01-22 12:17:39 main:581] : INFO : Epoch 1969 | loss: 0.0311311 | val_loss: 0.0311585 | Time: 3950.76 ms
[2022-01-22 12:17:43 main:581] : INFO : Epoch 1970 | loss: 0.03113 | val_loss: 0.0311563 | Time: 3710.98 ms
[2022-01-22 12:17:46 main:581] : INFO : Epoch 1971 | loss: 0.0311309 | val_loss: 0.0311579 | Time: 3748.72 ms
[2022-01-22 12:17:50 main:581] : INFO : Epoch 1972 | loss: 0.0311317 | val_loss: 0.0311578 | Time: 3705.28 ms
[2022-01-22 12:17:54 main:581] : INFO : Epoch 1973 | loss: 0.0311311 | val_loss: 0.03116 | Time: 3659.94 ms
[2022-01-22 12:17:58 main:581] : INFO : Epoch 1974 | loss: 0.0311304 | val_loss: 0.0311565 | Time: 3948.53 ms
[2022-01-22 12:18:02 main:581] : INFO : Epoch 1975 | loss: 0.0311309 | val_loss: 0.0311598 | Time: 3897.63 ms
[2022-01-22 12:18:05 main:581] : INFO : Epoch 1976 | loss: 0.0311303 | val_loss: 0.031158 | Time: 3832.32 ms
[2022-01-22 12:18:09 main:581] : INFO : Epoch 1977 | loss: 0.0311302 | val_loss: 0.0311603 | Time: 3857.34 ms
[2022-01-22 12:18:13 main:581] : INFO : Epoch 1978 | loss: 0.0311302 | val_loss: 0.0311569 | Time: 3806.62 ms
[2022-01-22 12:18:17 main:581] : INFO : Epoch 1979 | loss: 0.0311301 | val_loss: 0.0311595 | Time: 3719.19 ms
[2022-01-22 12:18:21 main:581] : INFO : Epoch 1980 | loss: 0.0311298 | val_loss: 0.0311577 | Time: 3681.03 ms
[2022-01-22 12:18:24 main:581] : INFO : Epoch 1981 | loss: 0.0311304 | val_loss: 0.0311596 | Time: 3767.19 ms
[2022-01-22 12:18:28 main:581] : INFO : Epoch 1982 | loss: 0.0311305 | val_loss: 0.0311591 | Time: 3776.65 ms
[2022-01-22 12:18:32 main:581] : INFO : Epoch 1983 | loss: 0.0311314 | val_loss: 0.0311616 | Time: 3797.38 ms
[2022-01-22 12:18:36 main:581] : INFO : Epoch 1984 | loss: 0.0311329 | val_loss: 0.0311578 | Time: 3860.5 ms
[2022-01-22 12:18:40 main:581] : INFO : Epoch 1985 | loss: 0.0311309 | val_loss: 0.0311576 | Time: 3772.19 ms
[2022-01-22 12:18:43 main:581] : INFO : Epoch 1986 | loss: 0.0311306 | val_loss: 0.0311573 | Time: 3735.17 ms
[2022-01-22 12:18:47 main:581] : INFO : Epoch 1987 | loss: 0.0311319 | val_loss: 0.0311587 | Time: 3916.15 ms
[2022-01-22 12:18:51 main:581] : INFO : Epoch 1988 | loss: 0.0311314 | val_loss: 0.0311606 | Time: 3916.69 ms
[2022-01-22 12:18:55 main:581] : INFO : Epoch 1989 | loss: 0.0311334 | val_loss: 0.0311593 | Time: 3724.53 ms
[2022-01-22 12:18:59 main:581] : INFO : Epoch 1990 | loss: 0.0311364 | val_loss: 0.0311611 | Time: 3777.1 ms
[2022-01-22 12:19:02 main:581] : INFO : Epoch 1991 | loss: 0.0311318 | val_loss: 0.0311591 | Time: 3875.54 ms
[2022-01-22 12:19:06 main:581] : INFO : Epoch 1992 | loss: 0.031131 | val_loss: 0.0311623 | Time: 3784.66 ms
[2022-01-22 12:19:10 main:581] : INFO : Epoch 1993 | loss: 0.0311315 | val_loss: 0.0311595 | Time: 3787.63 ms
[2022-01-22 12:19:14 main:581] : INFO : Epoch 1994 | loss: 0.0311305 | val_loss: 0.0311611 | Time: 3715.55 ms
[2022-01-22 12:19:17 main:581] : INFO : Epoch 1995 | loss: 0.0311319 | val_loss: 0.031159 | Time: 3743.48 ms
[2022-01-22 12:19:21 main:581] : INFO : Epoch 1996 | loss: 0.0311311 | val_loss: 0.0311572 | Time: 3742.91 ms
[2022-01-22 12:19:25 main:581] : INFO : Epoch 1997 | loss: 0.03113 | val_loss: 0.0311578 | Time: 3804.26 ms
[2022-01-22 12:19:29 main:581] : INFO : Epoch 1998 | loss: 0.0311302 | val_loss: 0.031157 | Time: 3819.24 ms
[2022-01-22 12:19:33 main:581] : INFO : Epoch 1999 | loss: 0.0311302 | val_loss: 0.031157 | Time: 3859.61 ms
[2022-01-22 12:19:37 main:581] : INFO : Epoch 2000 | loss: 0.0311307 | val_loss: 0.0311581 | Time: 4055.53 ms
[2022-01-22 12:19:41 main:581] : INFO : Epoch 2001 | loss: 0.0311302 | val_loss: 0.0311576 | Time: 3828.6 ms
[2022-01-22 12:19:44 main:581] : INFO : Epoch 2002 | loss: 0.0311306 | val_loss: 0.0311601 | Time: 3764.47 ms
[2022-01-22 12:19:48 main:581] : INFO : Epoch 2003 | loss: 0.0311306 | val_loss: 0.0311619 | Time: 3670.86 ms
[2022-01-22 12:19:52 main:581] : INFO : Epoch 2004 | loss: 0.0311311 | val_loss: 0.0311584 | Time: 3738.88 ms
[2022-01-22 12:19:56 main:581] : INFO : Epoch 2005 | loss: 0.0311311 | val_loss: 0.031157 | Time: 3745.21 ms
[2022-01-22 12:19:59 main:581] : INFO : Epoch 2006 | loss: 0.031131 | val_loss: 0.0311571 | Time: 3662.57 ms
[2022-01-22 12:20:03 main:581] : INFO : Epoch 2007 | loss: 0.0311315 | val_loss: 0.0311595 | Time: 3833.25 ms
[2022-01-22 12:20:07 main:581] : INFO : Epoch 2008 | loss: 0.0311314 | val_loss: 0.0311577 | Time: 3813.21 ms
[2022-01-22 12:20:11 main:581] : INFO : Epoch 2009 | loss: 0.0311318 | val_loss: 0.0311562 | Time: 3983.13 ms
[2022-01-22 12:20:15 main:581] : INFO : Epoch 2010 | loss: 0.0311302 | val_loss: 0.0311586 | Time: 3878.85 ms
[2022-01-22 12:20:19 main:581] : INFO : Epoch 2011 | loss: 0.0311306 | val_loss: 0.0311573 | Time: 3824.97 ms
[2022-01-22 12:20:22 main:581] : INFO : Epoch 2012 | loss: 0.0311307 | val_loss: 0.0311581 | Time: 3705.2 ms
[2022-01-22 12:20:26 main:581] : INFO : Epoch 2013 | loss: 0.0311315 | val_loss: 0.0311594 | Time: 3738.63 ms
[2022-01-22 12:20:30 main:581] : INFO : Epoch 2014 | loss: 0.0311333 | val_loss: 0.0311583 | Time: 3798.84 ms
[2022-01-22 12:20:33 main:581] : INFO : Epoch 2015 | loss: 0.0311308 | val_loss: 0.031158 | Time: 3702.44 ms
[2022-01-22 12:20:37 main:581] : INFO : Epoch 2016 | loss: 0.0311309 | val_loss: 0.0311589 | Time: 3731.48 ms
[2022-01-22 12:20:41 main:581] : INFO : Epoch 2017 | loss: 0.0311301 | val_loss: 0.0311584 | Time: 3776.26 ms
[2022-01-22 12:20:45 main:581] : INFO : Epoch 2018 | loss: 0.0311306 | val_loss: 0.031157 | Time: 3768.3 ms
[2022-01-22 12:20:49 main:581] : INFO : Epoch 2019 | loss: 0.0311306 | val_loss: 0.0311588 | Time: 3744.47 ms
[2022-01-22 12:20:52 main:581] : INFO : Epoch 2020 | loss: 0.031131 | val_loss: 0.0311566 | Time: 3790.06 ms
[2022-01-22 12:20:56 main:581] : INFO : Epoch 2021 | loss: 0.0311306 | val_loss: 0.0311599 | Time: 3785.55 ms
[2022-01-22 12:21:00 main:581] : INFO : Epoch 2022 | loss: 0.0311308 | val_loss: 0.0311601 | Time: 3729.3 ms
[2022-01-22 12:21:04 main:581] : INFO : Epoch 2023 | loss: 0.0311305 | val_loss: 0.0311585 | Time: 3796.35 ms
[2022-01-22 12:21:08 main:581] : INFO : Epoch 2024 | loss: 0.0311307 | val_loss: 0.0311584 | Time: 3951.71 ms
[2022-01-22 12:21:12 main:581] : INFO : Epoch 2025 | loss: 0.0311305 | val_loss: 0.0311572 | Time: 3938.24 ms
[2022-01-22 12:21:15 main:581] : INFO : Epoch 2026 | loss: 0.0311301 | val_loss: 0.031157 | Time: 3732.3 ms
[2022-01-22 12:21:19 main:581] : INFO : Epoch 2027 | loss: 0.0311304 | val_loss: 0.0311591 | Time: 3868.58 ms
[2022-01-22 12:21:23 main:581] : INFO : Epoch 2028 | loss: 0.031131 | val_loss: 0.0311588 | Time: 3808.21 ms
[2022-01-22 12:21:27 main:581] : INFO : Epoch 2029 | loss: 0.0311305 | val_loss: 0.0311561 | Time: 3805.9 ms
[2022-01-22 12:21:31 main:581] : INFO : Epoch 2030 | loss: 0.0311303 | val_loss: 0.031159 | Time: 3779.17 ms
[2022-01-22 12:21:34 main:581] : INFO : Epoch 2031 | loss: 0.031131 | val_loss: 0.0311578 | Time: 3757.36 ms
[2022-01-22 12:21:38 main:581] : INFO : Epoch 2032 | loss: 0.0311326 | val_loss: 0.0311578 | Time: 3710.05 ms
[2022-01-22 12:21:42 main:581] : INFO : Epoch 2033 | loss: 0.0311307 | val_loss: 0.0311604 | Time: 3954.17 ms
[2022-01-22 12:21:46 main:581] : INFO : Epoch 2034 | loss: 0.0311308 | val_loss: 0.0311571 | Time: 3829.89 ms
[2022-01-22 12:21:50 main:581] : INFO : Epoch 2035 | loss: 0.0311302 | val_loss: 0.0311591 | Time: 3749.17 ms
[2022-01-22 12:21:53 main:581] : INFO : Epoch 2036 | loss: 0.0311305 | val_loss: 0.0311575 | Time: 3779.46 ms
[2022-01-22 12:21:57 main:581] : INFO : Epoch 2037 | loss: 0.0311301 | val_loss: 0.0311582 | Time: 3729.59 ms
[2022-01-22 12:22:01 main:581] : INFO : Epoch 2038 | loss: 0.0311305 | val_loss: 0.0311572 | Time: 3757.06 ms
[2022-01-22 12:22:05 main:581] : INFO : Epoch 2039 | loss: 0.03113 | val_loss: 0.0311586 | Time: 3713.13 ms
[2022-01-22 12:22:08 main:581] : INFO : Epoch 2040 | loss: 0.0311305 | val_loss: 0.0311591 | Time: 3704.08 ms
[2022-01-22 12:22:12 main:581] : INFO : Epoch 2041 | loss: 0.0311307 | val_loss: 0.0311586 | Time: 3723.82 ms
[2022-01-22 12:22:16 main:581] : INFO : Epoch 2042 | loss: 0.0311307 | val_loss: 0.0311571 | Time: 3719.01 ms
[2022-01-22 12:22:19 main:581] : INFO : Epoch 2043 | loss: 0.0311301 | val_loss: 0.031158 | Time: 3729.25 ms
[2022-01-22 12:22:23 main:581] : INFO : Epoch 2044 | loss: 0.0311313 | val_loss: 0.0311614 | Time: 3769.5 ms
[2022-01-22 12:22:27 main:581] : INFO : Epoch 2045 | loss: 0.0311308 | val_loss: 0.0311627 | Time: 3882.54 ms
[2022-01-22 12:22:31 main:581] : INFO : Epoch 2046 | loss: 0.0311312 | val_loss: 0.0311581 | Time: 3808.13 ms
[2022-01-22 12:22:35 main:581] : INFO : Epoch 2047 | loss: 0.0311307 | val_loss: 0.0311591 | Time: 3876.65 ms
[2022-01-22 12:22:39 main:581] : INFO : Epoch 2048 | loss: 0.0311324 | val_loss: 0.0311668 | Time: 3832.38 ms
[2022-01-22 12:22:39 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311668
[2022-01-22 12:22:39 main:610] : INFO : Saving end state to config to file
[2022-01-22 12:22:39 main:615] : INFO : Success, exiting..
12:22:39 (22303): 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)