Task 3735999
| Name | ParityModified-1608764342-18391-3_0 |
| Workunit | 1918489 |
| Created | 19 Jan 2021, 21:14:48 UTC |
| Sent | 21 Jan 2021, 11:30:52 UTC |
| Report deadline | 28 Jan 2021, 11:30:52 UTC |
| Received | 21 Jan 2021, 15:41:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 2 hours 37 min 26 sec |
| CPU time | 2 hours 19 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,462.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 1 05:37:58 main:574] : INFO : Epoch 1542 | loss: 0.0311439 | val_loss: 0.031163 | Time: 4337.52 ms [2021-01-21 05:38:02 main:574] : INFO : Epoch 1543 | loss: 0.0311439 | val_loss: 0.03116 | Time: 4237.84 ms [2021-01-21 05:38:06 main:574] : INFO : Epoch 1544 | loss: 0.031142 | val_loss: 0.0311628 | Time: 4312.15 ms [2021-01-21 05:38:11 main:574] : INFO : Epoch 1545 | loss: 0.0311413 | val_loss: 0.0311642 | Time: 4268.35 ms [2021-01-21 05:38:15 main:574] : INFO : Epoch 1546 | loss: 0.0311404 | val_loss: 0.0311641 | Time: 4379.35 ms [2021-01-21 05:38:20 main:574] : INFO : Epoch 1547 | loss: 0.0311389 | val_loss: 0.0311612 | Time: 4411.14 ms [2021-01-21 05:38:24 main:574] : INFO : Epoch 1548 | loss: 0.0311393 | val_loss: 0.0311614 | Time: 4306.13 ms [2021-01-21 05:38:28 main:574] : INFO : Epoch 1549 | loss: 0.0311396 | val_loss: 0.0311615 | Time: 4335.78 ms [2021-01-21 05:38:33 main:574] : INFO : Epoch 1550 | loss: 0.0311418 | val_loss: 0.0311623 | Time: 4293.19 ms [2021-01-21 05:38:37 main:574] : INFO : Epoch 1551 | loss: 0.031138 | val_loss: 0.0311578 | Time: 4329.98 ms [2021-01-21 05:38:42 main:574] : INFO : Epoch 1552 | loss: 0.0311391 | val_loss: 0.0311611 | Time: 4378.97 ms [2021-01-21 05:38:46 main:574] : INFO : Epoch 1553 | loss: 0.031139 | val_loss: 0.0311645 | Time: 4399.3 ms [2021-01-21 05:38:50 main:574] : INFO : Epoch 1554 | loss: 0.0311379 | val_loss: 0.0311603 | Time: 4300.98 ms [2021-01-21 05:38:55 main:574] : INFO : Epoch 1555 | loss: 0.0311374 | val_loss: 0.0311633 | Time: 4304.84 ms [2021-01-21 05:38:59 main:574] : INFO : Epoch 1556 | loss: 0.0311415 | val_loss: 0.031161 | Time: 4323.71 ms [2021-01-21 05:39:04 main:574] : INFO : Epoch 1557 | loss: 0.0311372 | val_loss: 0.0311575 | Time: 4378.09 ms [2021-01-21 05:39:08 main:574] : INFO : Epoch 1558 | loss: 0.0311358 | val_loss: 0.0311591 | Time: 4328.46 ms [2021-01-21 05:39:12 main:574] : INFO : Epoch 1559 | loss: 0.0311358 | val_loss: 0.0311591 | Time: 4321.28 ms [2021-01-21 05:39:17 main:574] : INFO : Epoch 1560 | loss: 0.0311361 | val_loss: 0.0311628 | Time: 4295.37 ms [2021-01-21 05:39:21 main:574] : INFO : Epoch 1561 | loss: 0.0311369 | val_loss: 0.0311617 | Time: 4264.37 ms [2021-01-21 05:39:26 main:574] : INFO : Epoch 1562 | loss: 0.0311427 | val_loss: 0.0311665 | Time: 4290.14 ms [2021-01-21 05:39:30 main:574] : INFO : Epoch 1563 | loss: 0.0311456 | val_loss: 0.0311641 | Time: 4364.02 ms [2021-01-21 05:39:34 main:574] : INFO : Epoch 1564 | loss: 0.0311429 | val_loss: 0.0311612 | Time: 4288.4 ms [2021-01-21 05:39:39 main:574] : INFO : Epoch 1565 | loss: 0.031139 | val_loss: 0.0311591 | Time: 4351.41 ms [2021-01-21 05:39:43 main:574] : INFO : Epoch 1566 | loss: 0.0311374 | val_loss: 0.0311585 | Time: 4284 ms [2021-01-21 05:39:48 main:574] : INFO : Epoch 1567 | loss: 0.0311364 | val_loss: 0.031162 | Time: 4410.64 ms [2021-01-21 05:39:52 main:574] : INFO : Epoch 1568 | loss: 0.0311359 | val_loss: 0.03116 | Time: 4277.87 ms [2021-01-21 05:39:56 main:574] : INFO : Epoch 1569 | loss: 0.0311357 | val_loss: 0.0311608 | Time: 4310.84 ms [2021-01-21 05:40:01 main:574] : INFO : Epoch 1570 | loss: 0.0311339 | val_loss: 0.0311603 | Time: 4344.48 ms [2021-01-21 05:40:05 main:574] : INFO : Epoch 1571 | loss: 0.0311349 | val_loss: 0.0311575 | Time: 4227.74 ms [2021-01-21 05:40:09 main:574] : INFO : Epoch 1572 | loss: 0.0311389 | val_loss: 0.0311705 | Time: 4313.75 ms [2021-01-21 05:40:14 main:574] : INFO : Epoch 1573 | loss: 0.0311494 | val_loss: 0.03116 | Time: 4243.39 ms [2021-01-21 05:40:18 main:574] : INFO : Epoch 1574 | loss: 0.0311458 | val_loss: 0.0311542 | Time: 4323.55 ms [2021-01-21 05:40:23 main:574] : INFO : Epoch 1575 | loss: 0.0311405 | val_loss: 0.0311512 | Time: 4336.91 ms [2021-01-21 05:40:27 main:574] : INFO : Epoch 1576 | loss: 0.0311396 | val_loss: 0.0311532 | Time: 4282.48 ms [2021-01-21 05:40:31 main:574] : INFO : Epoch 1577 | loss: 0.0311369 | val_loss: 0.0311536 | Time: 4287.73 ms [2021-01-21 05:40:36 main:574] : INFO : Epoch 1578 | loss: 0.0311355 | val_loss: 0.0311567 | Time: 4279.4 ms [2021-01-21 05:40:40 main:574] : INFO : Epoch 1579 | loss: 0.0311346 | val_loss: 0.0311552 | Time: 4250.39 ms [2021-01-21 05:40:44 main:574] : INFO : Epoch 1580 | loss: 0.0311338 | val_loss: 0.0311585 | Time: 4285.98 ms [2021-01-21 05:40:49 main:574] : INFO : Epoch 1581 | loss: 0.0311337 | val_loss: 0.031155 | Time: 4304.09 ms [2021-01-21 05:40:53 main:574] : INFO : Epoch 1582 | loss: 0.0311336 | val_loss: 0.0311606 | Time: 4297.4 ms [2021-01-21 05:40:57 main:574] : INFO : Epoch 1583 | loss: 0.0311358 | val_loss: 0.0311578 | Time: 4359.94 ms [2021-01-21 05:41:02 main:574] : INFO : Epoch 1584 | loss: 0.031134 | val_loss: 0.031155 | Time: 4255.63 ms [2021-01-21 05:41:06 main:574] : INFO : Epoch 1585 | loss: 0.031133 | val_loss: 0.0311542 | Time: 4295.21 ms [2021-01-21 05:41:10 main:574] : INFO : Epoch 1586 | loss: 0.031133 | val_loss: 0.0311532 | Time: 4353.02 ms [2021-01-21 05:41:15 main:574] : INFO : Epoch 1587 | loss: 0.0311348 | val_loss: 0.0311603 | Time: 4361.13 ms [2021-01-21 05:41:19 main:574] : INFO : Epoch 1588 | loss: 0.0311368 | val_loss: 0.0311593 | Time: 4341.63 ms [2021-01-21 05:41:24 main:574] : INFO : Epoch 1589 | loss: 0.0311345 | val_loss: 0.0311617 | Time: 4261.46 ms [2021-01-21 05:41:28 main:574] : INFO : Epoch 1590 | loss: 0.0311324 | val_loss: 0.0311593 | Time: 4300.41 ms [2021-01-21 05:41:32 main:574] : INFO : Epoch 1591 | loss: 0.0311319 | val_loss: 0.0311577 | Time: 4278.86 ms [2021-01-21 05:41:37 main:574] : INFO : Epoch 1592 | loss: 0.0311314 | val_loss: 0.031163 | Time: 4331.31 ms [2021-01-21 05:41:41 main:574] : INFO : Epoch 1593 | loss: 0.0311304 | val_loss: 0.0311592 | Time: 4263.23 ms [2021-01-21 05:41:45 main:574] : INFO : Epoch 1594 | loss: 0.0311296 | val_loss: 0.0311595 | Time: 4259.61 ms [2021-01-21 05:41:50 main:574] : INFO : Epoch 1595 | loss: 0.031129 | val_loss: 0.0311591 | Time: 4225.19 ms [2021-01-21 05:41:54 main:574] : INFO : Epoch 1596 | loss: 0.0311285 | val_loss: 0.0311615 | Time: 4355.83 ms [2021-01-21 05:41:58 main:574] : INFO : Epoch 1597 | loss: 0.0311291 | val_loss: 0.0311622 | Time: 4304.44 ms [2021-01-21 05:42:03 main:574] : INFO : Epoch 1598 | loss: 0.0311294 | val_loss: 0.0311623 | Time: 4323.84 ms [2021-01-21 05:42:07 main:574] : INFO : Epoch 1599 | loss: 0.0311355 | val_loss: 0.031159 | Time: 4271.17 ms [2021-01-21 05:42:11 main:574] : INFO : Epoch 1600 | loss: 0.0311335 | val_loss: 0.0311582 | Time: 4395.72 ms [2021-01-21 05:42:16 main:574] : INFO : Epoch 1601 | loss: 0.031133 | val_loss: 0.0311597 | Time: 4391.49 ms [2021-01-21 05:42:20 main:574] : INFO : Epoch 1602 | loss: 0.0311306 | val_loss: 0.0311584 | Time: 4405.62 ms [2021-01-21 05:42:24 main:574] : INFO : Epoch 1603 | loss: 0.0311326 | val_loss: 0.0311594 | Time: 3898.99 ms [2021-01-21 05:42:28 main:574] : INFO : Epoch 1604 | loss: 0.0311316 | val_loss: 0.0311583 | Time: 3612.36 ms [2021-01-21 05:42:32 main:574] : INFO : Epoch 1605 | loss: 0.0311309 | val_loss: 0.0311569 | Time: 3606.32 ms [2021-01-21 05:42:36 main:574] : INFO : Epoch 1606 | loss: 0.0311308 | val_loss: 0.0311556 | Time: 3754.8 ms [2021-01-21 05:42:39 main:574] : INFO : Epoch 1607 | loss: 0.0311322 | val_loss: 0.0311604 | Time: 3701.19 ms [2021-01-21 05:42:43 main:574] : INFO : Epoch 1608 | loss: 0.0311297 | val_loss: 0.0311569 | Time: 3792.07 ms [2021-01-21 05:42:47 main:574] : INFO : Epoch 1609 | loss: 0.0311299 | val_loss: 0.0311555 | Time: 3798.87 ms [2021-01-21 05:42:51 main:574] : INFO : Epoch 1610 | loss: 0.0311296 | val_loss: 0.0311572 | Time: 3811.45 ms [2021-01-21 05:42:55 main:574] : INFO : Epoch 1611 | loss: 0.0311283 | val_loss: 0.0311537 | Time: 3827.58 ms [2021-01-21 05:42:59 main:574] : INFO : Epoch 1612 | loss: 0.0311349 | val_loss: 0.0311588 | Time: 3693.25 ms [2021-01-21 05:43:02 main:574] : INFO : Epoch 1613 | loss: 0.0311414 | val_loss: 0.0311622 | Time: 3617.54 ms [2021-01-21 05:43:06 main:574] : INFO : Epoch 1614 | loss: 0.0311374 | val_loss: 0.0311623 | Time: 3710.92 ms [2021-01-21 05:43:10 main:574] : INFO : Epoch 1615 | loss: 0.0311357 | val_loss: 0.0311601 | Time: 3657.42 ms [2021-01-21 05:43:14 main:574] : INFO : Epoch 1616 | loss: 0.0311347 | val_loss: 0.0311582 | Time: 3663.88 ms [2021-01-21 05:43:17 main:574] : INFO : Epoch 1617 | loss: 0.0311328 | val_loss: 0.0311604 | Time: 3663.7 ms [2021-01-21 05:43:21 main:574] : INFO : Epoch 1618 | loss: 0.0311325 | val_loss: 0.0311574 | Time: 3823.53 ms [2021-01-21 05:43:25 main:574] : INFO : Epoch 1619 | loss: 0.031132 | val_loss: 0.031162 | Time: 3736.98 ms [2021-01-21 05:43:29 main:574] : INFO : Epoch 1620 | loss: 0.0311323 | val_loss: 0.0311646 | Time: 3839.42 ms [2021-01-21 05:43:33 main:574] : INFO : Epoch 1621 | loss: 0.0311314 | val_loss: 0.031158 | Time: 3672.06 ms [2021-01-21 05:43:36 main:574] : INFO : Epoch 1622 | loss: 0.0311305 | val_loss: 0.0311582 | Time: 3663.99 ms [2021-01-21 05:43:40 main:574] : INFO : Epoch 1623 | loss: 0.0311296 | val_loss: 0.0311624 | Time: 3803.61 ms [2021-01-21 05:43:44 main:574] : INFO : Epoch 1624 | loss: 0.0311294 | val_loss: 0.0311577 | Time: 3723.55 ms [2021-01-21 05:43:48 main:574] : INFO : Epoch 1625 | loss: 0.0311308 | val_loss: 0.0311565 | Time: 3732.12 ms [2021-01-21 05:43:51 main:574] : INFO : Epoch 1626 | loss: 0.0311302 | val_loss: 0.0311631 | Time: 3722.81 ms [2021-01-21 05:43:55 main:574] : INFO : Epoch 1627 | loss: 0.0311289 | val_loss: 0.0311557 | Time: 3726.94 ms [2021-01-21 05:43:59 main:574] : INFO : Epoch 1628 | loss: 0.0311291 | val_loss: 0.0311548 | Time: 3646.51 ms [2021-01-21 05:44:03 main:574] : INFO : Epoch 1629 | loss: 0.0311296 | val_loss: 0.0311585 | Time: 3770.66 ms [2021-01-21 05:44:07 main:574] : INFO : Epoch 1630 | loss: 0.0311298 | val_loss: 0.031157 | Time: 3674.72 ms [2021-01-21 05:44:10 main:574] : INFO : Epoch 1631 | loss: 0.0311313 | val_loss: 0.0311571 | Time: 3761.13 ms [2021-01-21 05:44:14 main:574] : INFO : Epoch 1632 | loss: 0.0311361 | val_loss: 0.0311597 | Time: 3719.71 ms [2021-01-21 05:44:18 main:574] : INFO : Epoch 1633 | loss: 0.0311362 | val_loss: 0.0311616 | Time: 3885.94 ms [2021-01-21 05:44:22 main:574] : INFO : Epoch 1634 | loss: 0.0311342 | val_loss: 0.0311582 | Time: 3798.04 ms [2021-01-21 05:44:26 main:574] : INFO : Epoch 1635 | loss: 0.0311338 | val_loss: 0.0311566 | Time: 3639.23 ms [2021-01-21 05:44:29 main:574] : INFO : Epoch 1636 | loss: 0.0311378 | val_loss: 0.0311555 | Time: 3640.21 ms [2021-01-21 05:44:33 main:574] : INFO : Epoch 1637 | loss: 0.0311366 | val_loss: 0.0311542 | Time: 3867.36 ms [2021-01-21 05:44:37 main:574] : INFO : Epoch 1638 | loss: 0.0311345 | val_loss: 0.0311546 | Time: 3726.48 ms [2021-01-21 05:44:41 main:574] : INFO : Epoch 1639 | loss: 0.0311325 | val_loss: 0.0311543 | Time: 3806.24 ms [2021-01-21 05:44:45 main:574] : INFO : Epoch 1640 | loss: 0.031132 | val_loss: 0.0311572 | Time: 3682.19 ms [2021-01-21 05:44:49 main:574] : INFO : Epoch 1641 | loss: 0.031132 | val_loss: 0.0311618 | Time: 3757.7 ms [2021-01-21 05:44:53 main:574] : INFO : Epoch 1642 | loss: 0.031131 | val_loss: 0.0311598 | Time: 3711.23 ms [2021-01-21 05:44:56 main:574] : INFO : Epoch 1643 | loss: 0.0311301 | val_loss: 0.0311564 | Time: 3681.15 ms [2021-01-21 05:45:00 main:574] : INFO : Epoch 1644 | loss: 0.031129 | val_loss: 0.0311602 | Time: 3834.96 ms [2021-01-21 05:45:04 main:574] : INFO : Epoch 1645 | loss: 0.03113 | val_loss: 0.0311631 | Time: 3671.41 ms [2021-01-21 05:45:08 main:574] : INFO : Epoch 1646 | loss: 0.0311325 | val_loss: 0.031158 | Time: 3758.21 ms [2021-01-21 05:45:12 main:574] : INFO : Epoch 1647 | loss: 0.0311299 | val_loss: 0.0311642 | Time: 3752.63 ms [2021-01-21 05:45:15 main:574] : INFO : Epoch 1648 | loss: 0.0311318 | val_loss: 0.0311648 | Time: 3767.18 ms [2021-01-21 05:45:19 main:574] : INFO : Epoch 1649 | loss: 0.0311291 | val_loss: 0.0311603 | Time: 3591.95 ms [2021-01-21 05:45:23 main:574] : INFO : Epoch 1650 | loss: 0.031128 | val_loss: 0.0311644 | Time: 3742.28 ms [2021-01-21 05:45:27 main:574] : INFO : Epoch 1651 | loss: 0.0311285 | val_loss: 0.0311585 | Time: 3645.84 ms [2021-01-21 05:45:31 main:574] : INFO : Epoch 1652 | loss: 0.0311293 | val_loss: 0.0311595 | Time: 3923.48 ms [2021-01-21 05:45:35 main:574] : INFO : Epoch 1653 | loss: 0.0311341 | val_loss: 0.031162 | Time: 3766.29 ms [2021-01-21 05:45:38 main:574] : INFO : Epoch 1654 | loss: 0.031132 | val_loss: 0.0311608 | Time: 3861.48 ms [2021-01-21 05:45:42 main:574] : INFO : Epoch 1655 | loss: 0.031129 | val_loss: 0.031161 | Time: 3699.11 ms [2021-01-21 05:45:46 main:574] : INFO : Epoch 1656 | loss: 0.0311278 | val_loss: 0.0311569 | Time: 3658.09 ms [2021-01-21 05:45:50 main:574] : INFO : Epoch 1657 | loss: 0.0311354 | val_loss: 0.0311541 | Time: 3693.08 ms [2021-01-21 05:45:54 main:574] : INFO : Epoch 1658 | loss: 0.0311346 | val_loss: 0.0311523 | Time: 3685.8 ms [2021-01-21 05:45:57 main:574] : INFO : Epoch 1659 | loss: 0.0311325 | val_loss: 0.0311561 | Time: 3778.15 ms [2021-01-21 05:46:01 main:574] : INFO : Epoch 1660 | loss: 0.0311336 | val_loss: 0.0311524 | Time: 3763.21 ms [2021-01-21 05:46:05 main:574] : INFO : Epoch 1661 | loss: 0.0311333 | val_loss: 0.0311521 | Time: 3748.71 ms [2021-01-21 05:46:09 main:574] : INFO : Epoch 1662 | loss: 0.0311348 | val_loss: 0.0311523 | Time: 3691.19 ms [2021-01-21 05:46:13 main:574] : INFO : Epoch 1663 | loss: 0.031136 | val_loss: 0.0311537 | Time: 3765.72 ms [2021-01-21 05:46:16 main:574] : INFO : Epoch 1664 | loss: 0.0311338 | val_loss: 0.0311511 | Time: 3752.88 ms [2021-01-21 05:46:20 main:574] : INFO : Epoch 1665 | loss: 0.0311347 | val_loss: 0.0311551 | Time: 3808.94 ms [2021-01-21 05:46:24 main:574] : INFO : Epoch 1666 | loss: 0.031132 | val_loss: 0.0311542 | Time: 3683.56 ms [2021-01-21 05:46:28 main:574] : INFO : Epoch 1667 | loss: 0.0311336 | val_loss: 0.0311556 | Time: 3817.26 ms [2021-01-21 05:46:32 main:574] : INFO : Epoch 1668 | loss: 0.0311331 | val_loss: 0.0311585 | Time: 3845.3 ms [2021-01-21 05:46:36 main:574] : INFO : Epoch 1669 | loss: 0.0311327 | val_loss: 0.0311514 | Time: 3763.31 ms [2021-01-21 05:46:39 main:574] : INFO : Epoch 1670 | loss: 0.0311324 | val_loss: 0.0311492 | Time: 3791.06 ms [2021-01-21 05:46:44 main:574] : INFO : Epoch 1671 | loss: 0.0311306 | val_loss: 0.0311521 | Time: 3846.1 ms [2021-01-21 05:46:47 main:574] : INFO : Epoch 1672 | loss: 0.0311314 | val_loss: 0.0311527 | Time: 3806.38 ms [2021-01-21 05:46:51 main:574] : INFO : Epoch 1673 | loss: 0.0311318 | val_loss: 0.0311509 | Time: 3770.92 ms [2021-01-21 05:46:55 main:574] : INFO : Epoch 1674 | loss: 0.0311305 | val_loss: 0.031155 | Time: 3670.16 ms [2021-01-21 05:46:59 main:574] : INFO : Epoch 1675 | loss: 0.031132 | val_loss: 0.031154 | Time: 3662.12 ms [2021-01-21 05:47:03 main:574] : INFO : Epoch 1676 | loss: 0.0311401 | val_loss: 0.0311543 | Time: 3853.64 ms [2021-01-21 05:47:06 main:574] : INFO : Epoch 1677 | loss: 0.0311425 | val_loss: 0.0311572 | Time: 3777.03 ms [2021-01-21 05:47:10 main:574] : INFO : Epoch 1678 | loss: 0.031144 | val_loss: 0.031158 | Time: 3721.98 ms [2021-01-21 05:47:14 main:574] : INFO : Epoch 1679 | loss: 0.0311424 | val_loss: 0.0311647 | Time: 3708.05 ms [2021-01-21 05:47:18 main:574] : INFO : Epoch 1680 | loss: 0.0311479 | val_loss: 0.0311579 | Time: 3756.43 ms [2021-01-21 05:47:22 main:574] : INFO : Epoch 1681 | loss: 0.031143 | val_loss: 0.0311574 | Time: 3770.55 ms [2021-01-21 05:47:26 main:574] : INFO : Epoch 1682 | loss: 0.031141 | val_loss: 0.0311527 | Time: 3803.42 ms [2021-01-21 05:47:29 main:574] : INFO : Epoch 1683 | loss: 0.0311394 | val_loss: 0.0311614 | Time: 3720.13 ms [2021-01-21 05:47:33 main:574] : INFO : Epoch 1684 | loss: 0.0311371 | val_loss: 0.0311509 | Time: 3637.65 ms [2021-01-21 05:47:37 main:574] : INFO : Epoch 1685 | loss: 0.031138 | val_loss: 0.0311557 | Time: 3727.79 ms [2021-01-21 05:47:41 main:574] : INFO : Epoch 1686 | loss: 0.0311369 | val_loss: 0.0311577 | Time: 3725.54 ms [2021-01-21 05:47:44 main:574] : INFO : Epoch 1687 | loss: 0.0311345 | val_loss: 0.0311529 | Time: 3745.06 ms [2021-01-21 05:47:48 main:574] : INFO : Epoch 1688 | loss: 0.0311345 | val_loss: 0.0311577 | Time: 3760.6 ms [2021-01-21 05:47:52 main:574] : INFO : Epoch 1689 | loss: 0.0311324 | val_loss: 0.0311572 | Time: 3812.91 ms [2021-01-21 05:47:56 main:574] : INFO : Epoch 1690 | loss: 0.0311353 | val_loss: 0.0311627 | Time: 3842.45 ms [2021-01-21 05:48:00 main:574] : INFO : Epoch 1691 | loss: 0.0311452 | val_loss: 0.0311591 | Time: 3790.42 ms [2021-01-21 05:48:04 main:574] : INFO : Epoch 1692 | loss: 0.0311465 | val_loss: 0.0311564 | Time: 3776.42 ms [2021-01-21 05:48:08 main:574] : INFO : Epoch 1693 | loss: 0.0311428 | val_loss: 0.0311562 | Time: 3827.56 ms [2021-01-21 05:48:12 main:574] : INFO : Epoch 1694 | loss: 0.0311395 | val_loss: 0.0311582 | Time: 3810.95 ms [2021-01-21 05:48:15 main:574] : INFO : Epoch 1695 | loss: 0.0311392 | val_loss: 0.0311566 | Time: 3750.7 ms [2021-01-21 05:48:19 main:574] : INFO : Epoch 1696 | loss: 0.031137 | val_loss: 0.0311581 | Time: 3711.25 ms [2021-01-21 05:48:23 main:574] : INFO : Epoch 1697 | loss: 0.031136 | val_loss: 0.0311552 | Time: 3677.7 ms [2021-01-21 05:48:27 main:574] : INFO : Epoch 1698 | loss: 0.0311365 | val_loss: 0.0311553 | Time: 3693.43 ms [2021-01-21 05:48:30 main:574] : INFO : Epoch 1699 | loss: 0.0311366 | val_loss: 0.0311582 | Time: 3693.57 ms [2021-01-21 05:48:34 main:574] : INFO : Epoch 1700 | loss: 0.0311357 | val_loss: 0.0311563 | Time: 3731.96 ms [2021-01-21 05:48:38 main:574] : INFO : Epoch 1701 | loss: 0.0311379 | val_loss: 0.0311532 | Time: 3736.38 ms [2021-01-21 05:48:42 main:574] : INFO : Epoch 1702 | loss: 0.0311369 | val_loss: 0.0311536 | Time: 3725.97 ms [2021-01-21 05:48:46 main:574] : INFO : Epoch 1703 | loss: 0.0311378 | val_loss: 0.0311631 | Time: 3671.29 ms [2021-01-21 05:48:49 main:574] : INFO : Epoch 1704 | loss: 0.0311357 | val_loss: 0.0311544 | Time: 3845.16 ms [2021-01-21 05:48:53 main:574] : INFO : Epoch 1705 | loss: 0.0311331 | val_loss: 0.0311571 | Time: 3894.69 ms [2021-01-21 05:48:57 main:574] : INFO : Epoch 1706 | loss: 0.0311339 | val_loss: 0.0311598 | Time: 3743.46 ms [2021-01-21 05:49:01 main:574] : INFO : Epoch 1707 | loss: 0.031132 | val_loss: 0.0311579 | Time: 3760.22 ms [2021-01-21 05:49:05 main:574] : INFO : Epoch 1708 | loss: 0.0311323 | val_loss: 0.0311625 | Time: 3780.36 ms [2021-01-21 05:49:09 main:574] : INFO : Epoch 1709 | loss: 0.0311362 | val_loss: 0.0311573 | Time: 3727.76 ms [2021-01-21 05:49:12 main:574] : INFO : Epoch 1710 | loss: 0.0311357 | val_loss: 0.0311597 | Time: 3637.11 ms [2021-01-21 05:49:16 main:574] : INFO : Epoch 1711 | loss: 0.0311336 | val_loss: 0.0311592 | Time: 3837.91 ms [2021-01-21 05:49:20 main:574] : INFO : Epoch 1712 | loss: 0.0311335 | val_loss: 0.0311572 | Time: 3761.57 ms [2021-01-21 05:49:24 main:574] : INFO : Epoch 1713 | loss: 0.0311335 | val_loss: 0.0311594 | Time: 3737.27 ms [2021-01-21 05:49:28 main:574] : INFO : Epoch 1714 | loss: 0.0311337 | val_loss: 0.0311628 | Time: 3685.77 ms [2021-01-21 05:49:31 main:574] : INFO : Epoch 1715 | loss: 0.0311338 | val_loss: 0.0311614 | Time: 3767.54 ms [2021-01-21 05:49:35 main:574] : INFO : Epoch 1716 | loss: 0.0311324 | val_loss: 0.0311593 | Time: 3624.84 ms [2021-01-21 05:49:39 main:574] : INFO : Epoch 1717 | loss: 0.0311318 | val_loss: 0.0311589 | Time: 3765.5 ms [2021-01-21 05:49:43 main:574] : INFO : Epoch 1718 | loss: 0.031132 | val_loss: 0.0311589 | Time: 3699.6 ms [2021-01-21 05:49:47 main:574] : INFO : Epoch 1719 | loss: 0.0311321 | val_loss: 0.0311618 | Time: 3761.42 ms [2021-01-21 05:49:50 main:574] : INFO : Epoch 1720 | loss: 0.0311341 | val_loss: 0.0311595 | Time: 3647.03 ms [2021-01-21 05:49:54 main:574] : INFO : Epoch 1721 | loss: 0.03113 | val_loss: 0.0311599 | Time: 3704.74 ms [2021-01-21 05:49:58 main:574] : INFO : Epoch 1722 | loss: 0.0311326 | val_loss: 0.0311589 | Time: 3734.59 ms [2021-01-21 05:50:02 main:574] : INFO : Epoch 1723 | loss: 0.0311329 | val_loss: 0.0311562 | Time: 3832.48 ms [2021-01-21 05:50:05 main:574] : INFO : Epoch 1724 | loss: 0.0311315 | val_loss: 0.0311575 | Time: 3634.31 ms [2021-01-21 05:50:09 main:574] : INFO : Epoch 1725 | loss: 0.0311313 | val_loss: 0.0311568 | Time: 3700.21 ms [2021-01-21 05:50:13 main:574] : INFO : Epoch 1726 | loss: 0.03113 | val_loss: 0.0311587 | Time: 3711.45 ms [2021-01-21 05:50:17 main:574] : INFO : Epoch 1727 | loss: 0.0311315 | val_loss: 0.0311596 | Time: 3715.26 ms [2021-01-21 05:50:21 main:574] : INFO : Epoch 1728 | loss: 0.0311315 | val_loss: 0.0311547 | Time: 3795.06 ms [2021-01-21 05:50:24 main:574] : INFO : Epoch 1729 | loss: 0.031132 | val_loss: 0.0311599 | Time: 3738.02 ms [2021-01-21 05:50:28 main:574] : INFO : Epoch 1730 | loss: 0.0311317 | val_loss: 0.0311576 | Time: 3849.23 ms [2021-01-21 05:50:32 main:574] : INFO : Epoch 1731 | loss: 0.031134 | val_loss: 0.0311601 | Time: 3689.86 ms [2021-01-21 05:50:36 main:574] : INFO : Epoch 1732 | loss: 0.0311305 | val_loss: 0.0311592 | Time: 3704.72 ms [2021-01-21 05:50:40 main:574] : INFO : Epoch 1733 | loss: 0.0311294 | val_loss: 0.0311592 | Time: 3826.7 ms [2021-01-21 05:50:43 main:574] : INFO : Epoch 1734 | loss: 0.0311308 | val_loss: 0.0311561 | Time: 3699.95 ms [2021-01-21 05:50:47 main:574] : INFO : Epoch 1735 | loss: 0.0311292 | val_loss: 0.0311631 | Time: 3764.66 ms [2021-01-21 05:50:51 main:574] : INFO : Epoch 1736 | loss: 0.0311291 | val_loss: 0.0311565 | Time: 3670.39 ms [2021-01-21 05:50:55 main:574] : INFO : Epoch 1737 | loss: 0.0311284 | val_loss: 0.0311571 | Time: 3748.78 ms [2021-01-21 05:50:58 main:574] : INFO : Epoch 1738 | loss: 0.0311274 | val_loss: 0.0311596 | Time: 3655.61 ms [2021-01-21 05:51:02 main:574] : INFO : Epoch 1739 | loss: 0.0311273 | val_loss: 0.031157 | Time: 3616.48 ms [2021-01-21 05:51:06 main:574] : INFO : Epoch 1740 | loss: 0.0311271 | val_loss: 0.0311565 | Time: 3682.12 ms [2021-01-21 05:51:10 main:574] : INFO : Epoch 1741 | loss: 0.0311272 | val_loss: 0.0311579 | Time: 3784.23 ms [2021-01-21 05:51:14 main:574] : INFO : Epoch 1742 | loss: 0.0311284 | val_loss: 0.0311614 | Time: 3722.31 ms [2021-01-21 05:51:17 main:574] : INFO : Epoch 1743 | loss: 0.0311262 | val_loss: 0.0311602 | Time: 3802.55 ms [2021-01-21 05:51:21 main:574] : INFO : Epoch 1744 | loss: 0.0311263 | val_loss: 0.0311557 | Time: 3583.73 ms [2021-01-21 05:51:25 main:574] : INFO : Epoch 1745 | loss: 0.0311257 | val_loss: 0.031158 | Time: 3803.37 ms [2021-01-21 05:51:29 main:574] : INFO : Epoch 1746 | loss: 0.0311292 | val_loss: 0.0311562 | Time: 3800.17 ms [2021-01-21 05:51:33 main:574] : INFO : Epoch 1747 | loss: 0.0311272 | val_loss: 0.0311571 | Time: 3709.82 ms [2021-01-21 05:51:37 main:574] : INFO : Epoch 1748 | loss: 0.0311269 | val_loss: 0.0311533 | Time: 3576.74 ms [2021-01-21 05:51:40 main:574] : INFO : Epoch 1749 | loss: 0.0311271 | val_loss: 0.0311532 | Time: 3568.88 ms [2021-01-21 05:51:44 main:574] : INFO : Epoch 1750 | loss: 0.0311263 | val_loss: 0.0311578 | Time: 3756.73 ms [2021-01-21 05:51:48 main:574] : INFO : Epoch 1751 | loss: 0.0311268 | val_loss: 0.0311617 | Time: 3804.69 ms [2021-01-21 05:51:52 main:574] : INFO : Epoch 1752 | loss: 0.0311296 | val_loss: 0.0311523 | Time: 3705.8 ms [2021-01-21 05:51:56 main:574] : INFO : Epoch 1753 | loss: 0.0311311 | val_loss: 0.031156 | Time: 4085.3 ms [2021-01-21 05:52:00 main:574] : INFO : Epoch 1754 | loss: 0.0311285 | val_loss: 0.0311547 | Time: 3948.85 ms [2021-01-21 05:52:04 main:574] : INFO : Epoch 1755 | loss: 0.0311294 | val_loss: 0.0311523 | Time: 3714.13 ms [2021-01-21 05:52:07 main:574] : INFO : Epoch 1756 | loss: 0.0311283 | val_loss: 0.0311562 | Time: 3751.4 ms [2021-01-21 05:52:11 main:574] : INFO : Epoch 1757 | loss: 0.0311273 | val_loss: 0.0311526 | Time: 3947.33 ms [2021-01-21 05:52:15 main:574] : INFO : Epoch 1758 | loss: 0.0311265 | val_loss: 0.0311562 | Time: 3865.14 ms [2021-01-21 05:52:19 main:574] : INFO : Epoch 1759 | loss: 0.0311254 | val_loss: 0.0311528 | Time: 3751.79 ms [2021-01-21 05:52:23 main:574] : INFO : Epoch 1760 | loss: 0.031128 | val_loss: 0.0311572 | Time: 3692.31 ms [2021-01-21 05:52:27 main:574] : INFO : Epoch 1761 | loss: 0.0311448 | val_loss: 0.0311663 | Time: 3712.6 ms [2021-01-21 05:52:31 main:574] : INFO : Epoch 1762 | loss: 0.0311599 | val_loss: 0.0311654 | Time: 3712.16 ms [2021-01-21 05:52:35 main:574] : INFO : Epoch 1763 | loss: 0.0311578 | val_loss: 0.0311625 | Time: 3817.19 ms [2021-01-21 05:52:39 main:574] : INFO : Epoch 1764 | loss: 0.0311587 | val_loss: 0.0311628 | Time: 3694.2 ms [2021-01-21 05:52:42 main:574] : INFO : Epoch 1765 | loss: 0.0311558 | val_loss: 0.0311601 | Time: 3787.84 ms [2021-01-21 05:52:46 main:574] : INFO : Epoch 1766 | loss: 0.0311554 | val_loss: 0.0311577 | Time: 3854.63 ms [2021-01-21 05:52:50 main:574] : INFO : Epoch 1767 | loss: 0.0311542 | val_loss: 0.031159 | Time: 3739.98 ms [2021-01-21 05:52:54 main:574] : INFO : Epoch 1768 | loss: 0.0311517 | val_loss: 0.0311562 | Time: 3715.52 ms [2021-01-21 05:52:58 main:574] : INFO : Epoch 1769 | loss: 0.0311496 | val_loss: 0.0311565 | Time: 3733.43 ms [2021-01-21 05:53:02 main:574] : INFO : Epoch 1770 | loss: 0.0311484 | val_loss: 0.0311604 | Time: 3832.12 ms [2021-01-21 05:53:05 main:574] : INFO : Epoch 1771 | loss: 0.0311463 | val_loss: 0.0311579 | Time: 3706.55 ms [2021-01-21 05:53:09 main:574] : INFO : Epoch 1772 | loss: 0.0311466 | val_loss: 0.0311612 | Time: 3725.65 ms [2021-01-21 05:53:13 main:574] : INFO : Epoch 1773 | loss: 0.0311466 | val_loss: 0.0311603 | Time: 3812.82 ms [2021-01-21 05:53:17 main:574] : INFO : Epoch 1774 | loss: 0.0311458 | val_loss: 0.0311584 | Time: 3765.11 ms [2021-01-21 05:53:21 main:574] : INFO : Epoch 1775 | loss: 0.0311439 | val_loss: 0.0311563 | Time: 3710.43 ms [2021-01-21 05:53:25 main:574] : INFO : Epoch 1776 | loss: 0.0311454 | val_loss: 0.0311603 | Time: 3705.18 ms [2021-01-21 05:53:28 main:574] : INFO : Epoch 1777 | loss: 0.0311444 | val_loss: 0.0311621 | Time: 3720.56 ms [2021-01-21 05:53:32 main:574] : INFO : Epoch 1778 | loss: 0.0311488 | val_loss: 0.0311583 | Time: 3711.59 ms [2021-01-21 05:53:36 main:574] : INFO : Epoch 1779 | loss: 0.031147 | val_loss: 0.0311598 | Time: 3857.17 ms [2021-01-21 05:53:40 main:574] : INFO : Epoch 1780 | loss: 0.0311462 | val_loss: 0.031161 | Time: 3824.43 ms [2021-01-21 05:53:44 main:574] : INFO : Epoch 1781 | loss: 0.0311464 | val_loss: 0.031158 | Time: 3739.07 ms [2021-01-21 05:53:48 main:574] : INFO : Epoch 1782 | loss: 0.0311468 | val_loss: 0.0311589 | Time: 3850 ms [2021-01-21 05:53:51 main:574] : INFO : Epoch 1783 | loss: 0.0311459 | val_loss: 0.0311626 | Time: 3654.2 ms [2021-01-21 05:53:55 main:574] : INFO : Epoch 1784 | loss: 0.0311477 | val_loss: 0.0311608 | Time: 3666.88 ms [2021-01-21 05:53:59 main:574] : INFO : Epoch 1785 | loss: 0.0311616 | val_loss: 0.0311789 | Time: 3782.71 ms [2021-01-21 05:54:03 main:574] : INFO : Epoch 1786 | loss: 0.0311741 | val_loss: 0.0311717 | Time: 3744.12 ms [2021-01-21 05:54:07 main:574] : INFO : Epoch 1787 | loss: 0.0311739 | val_loss: 0.0311751 | Time: 3748.41 ms [2021-01-21 05:54:10 main:574] : INFO : Epoch 1788 | loss: 0.0311753 | val_loss: 0.0311771 | Time: 3819.04 ms [2021-01-21 05:54:14 main:574] : INFO : Epoch 1789 | loss: 0.0311776 | val_loss: 0.0311746 | Time: 3659.29 ms [2021-01-21 05:54:18 main:574] : INFO : Epoch 1790 | loss: 0.0311726 | val_loss: 0.0311713 | Time: 3770.42 ms [2021-01-21 05:54:22 main:574] : INFO : Epoch 1791 | loss: 0.031171 | val_loss: 0.0311706 | Time: 3814.73 ms [2021-01-21 05:54:26 main:574] : INFO : Epoch 1792 | loss: 0.0311717 | val_loss: 0.0311713 | Time: 3646.39 ms [2021-01-21 05:54:29 main:574] : INFO : Epoch 1793 | loss: 0.0311707 | val_loss: 0.0311718 | Time: 3701.16 ms [2021-01-21 05:54:33 main:574] : INFO : Epoch 1794 | loss: 0.0311696 | val_loss: 0.0311702 | Time: 3836.05 ms [2021-01-21 05:54:37 main:574] : INFO : Epoch 1795 | loss: 0.0311685 | val_loss: 0.0311695 | Time: 3876.39 ms [2021-01-21 05:54:41 main:574] : INFO : Epoch 1796 | loss: 0.031168 | val_loss: 0.0311688 | Time: 3784.57 ms [2021-01-21 05:54:45 main:574] : INFO : Epoch 1797 | loss: 0.0311676 | val_loss: 0.0311678 | Time: 3776.14 ms [2021-01-21 05:54:49 main:574] : INFO : Epoch 1798 | loss: 0.0311685 | val_loss: 0.0311687 | Time: 3781.02 ms [2021-01-21 05:54:53 main:574] : INFO : Epoch 1799 | loss: 0.0311669 | val_loss: 0.0311706 | Time: 3814.49 ms [2021-01-21 05:54:56 main:574] : INFO : Epoch 1800 | loss: 0.0311672 | val_loss: 0.0311693 | Time: 3857.53 ms [2021-01-21 05:55:00 main:574] : INFO : Epoch 1801 | loss: 0.0311654 | val_loss: 0.0311684 | Time: 3707.77 ms [2021-01-21 05:55:04 main:574] : INFO : Epoch 1802 | loss: 0.0311664 | val_loss: 0.0311685 | Time: 3807.54 ms [2021-01-21 05:55:08 main:574] : INFO : Epoch 1803 | loss: 0.0311648 | val_loss: 0.0311681 | Time: 3673.2 ms [2021-01-21 05:55:12 main:574] : INFO : Epoch 1804 | loss: 0.031165 | val_loss: 0.0311682 | Time: 3854.77 ms [2021-01-21 05:55:16 main:574] : INFO : Epoch 1805 | loss: 0.0311641 | val_loss: 0.0311721 | Time: 3793.3 ms [2021-01-21 05:55:20 main:574] : INFO : Epoch 1806 | loss: 0.0311636 | val_loss: 0.0311675 | Time: 3758.01 ms [2021-01-21 05:55:23 main:574] : INFO : Epoch 1807 | loss: 0.031165 | val_loss: 0.0311733 | Time: 3780.52 ms [2021-01-21 05:55:27 main:574] : INFO : Epoch 1808 | loss: 0.0311668 | val_loss: 0.0311707 | Time: 3876.26 ms [2021-01-21 05:55:31 main:574] : INFO : Epoch 1809 | loss: 0.031165 | val_loss: 0.0311654 | Time: 3877.94 ms [2021-01-21 05:55:35 main:574] : INFO : Epoch 1810 | loss: 0.0311623 | val_loss: 0.0311655 | Time: 3803.79 ms [2021-01-21 05:55:39 main:574] : INFO : Epoch 1811 | loss: 0.03116 | val_loss: 0.0311641 | Time: 3806.66 ms [2021-01-21 05:55:43 main:574] : INFO : Epoch 1812 | loss: 0.0311607 | val_loss: 0.031164 | Time: 3632.95 ms [2021-01-21 05:55:46 main:574] : INFO : Epoch 1813 | loss: 0.0311612 | val_loss: 0.0311628 | Time: 3746.52 ms [2021-01-21 05:55:50 main:574] : INFO : Epoch 1814 | loss: 0.0311603 | val_loss: 0.0311645 | Time: 3873.93 ms [2021-01-21 05:55:54 main:574] : INFO : Epoch 1815 | loss: 0.0311598 | val_loss: 0.0311626 | Time: 3797.46 ms [2021-01-21 05:55:58 main:574] : INFO : Epoch 1816 | loss: 0.0311586 | val_loss: 0.0311642 | Time: 3776.77 ms [2021-01-21 05:56:02 main:574] : INFO : Epoch 1817 | loss: 0.0311588 | val_loss: 0.031163 | Time: 3715.11 ms [2021-01-21 05:56:06 main:574] : INFO : Epoch 1818 | loss: 0.0311593 | val_loss: 0.0311678 | Time: 3799.8 ms [2021-01-21 05:56:10 main:574] : INFO : Epoch 1819 | loss: 0.0311607 | val_loss: 0.0311619 | Time: 3706.66 ms [2021-01-21 05:56:13 main:574] : INFO : Epoch 1820 | loss: 0.0311584 | val_loss: 0.0311665 | Time: 3619.16 ms [2021-01-21 05:56:17 main:574] : INFO : Epoch 1821 | loss: 0.0311587 | val_loss: 0.0311622 | Time: 3688.24 ms [2021-01-21 05:56:21 main:574] : INFO : Epoch 1822 | loss: 0.0311586 | val_loss: 0.0311609 | Time: 3823.8 ms [2021-01-21 05:56:25 main:574] : INFO : Epoch 1823 | loss: 0.0311581 | val_loss: 0.0311625 | Time: 3631.15 ms [2021-01-21 05:56:28 main:574] : INFO : Epoch 1824 | loss: 0.0311574 | val_loss: 0.031163 | Time: 3775.56 ms [2021-01-21 05:56:32 main:574] : INFO : Epoch 1825 | loss: 0.0311564 | val_loss: 0.0311644 | Time: 3663.47 ms [2021-01-21 05:56:36 main:574] : INFO : Epoch 1826 | loss: 0.031157 | val_loss: 0.0311624 | Time: 3752.46 ms [2021-01-21 05:56:40 main:574] : INFO : Epoch 1827 | loss: 0.0311556 | val_loss: 0.0311616 | Time: 3800.92 ms [2021-01-21 05:56:44 main:574] : INFO : Epoch 1828 | loss: 0.0311558 | val_loss: 0.0311635 | Time: 3810.61 ms [2021-01-21 05:56:48 main:574] : INFO : Epoch 1829 | loss: 0.0311576 | val_loss: 0.0311656 | Time: 3709.5 ms [2021-01-21 05:56:51 main:574] : INFO : Epoch 1830 | loss: 0.0311604 | val_loss: 0.0311726 | Time: 3782.41 ms [2021-01-21 05:56:55 main:574] : INFO : Epoch 1831 | loss: 0.031157 | val_loss: 0.0311621 | Time: 3761.6 ms [2021-01-21 05:56:59 main:574] : INFO : Epoch 1832 | loss: 0.0311551 | val_loss: 0.0311639 | Time: 3696.5 ms [2021-01-21 05:57:03 main:574] : INFO : Epoch 1833 | loss: 0.0311546 | val_loss: 0.0311608 | Time: 3788.76 ms [2021-01-21 05:57:07 main:574] : INFO : Epoch 1834 | loss: 0.0311533 | val_loss: 0.0311638 | Time: 3689.3 ms [2021-01-21 05:57:10 main:574] : INFO : Epoch 1835 | loss: 0.0311538 | val_loss: 0.0311608 | Time: 3648.97 ms [2021-01-21 05:57:14 main:574] : INFO : Epoch 1836 | loss: 0.0311531 | val_loss: 0.0311602 | Time: 3790.11 ms [2021-01-21 05:57:18 main:574] : INFO : Epoch 1837 | loss: 0.0311534 | val_loss: 0.0311639 | Time: 3754.32 ms [2021-01-21 05:57:22 main:574] : INFO : Epoch 1838 | loss: 0.0311534 | val_loss: 0.0311613 | Time: 3747.36 ms [2021-01-21 05:57:26 main:574] : INFO : Epoch 1839 | loss: 0.0311536 | val_loss: 0.0311604 | Time: 3687.14 ms [2021-01-21 05:57:29 main:574] : INFO : Epoch 1840 | loss: 0.0311517 | val_loss: 0.0311599 | Time: 3674.21 ms [2021-01-21 05:57:33 main:574] : INFO : Epoch 1841 | loss: 0.0311523 | val_loss: 0.0311603 | Time: 3678.51 ms [2021-01-21 05:57:37 main:574] : INFO : Epoch 1842 | loss: 0.0311524 | val_loss: 0.0311645 | Time: 3659.76 ms [2021-01-21 05:57:41 main:574] : INFO : Epoch 1843 | loss: 0.0311547 | val_loss: 0.031167 | Time: 3647.48 ms [2021-01-21 05:57:44 main:574] : INFO : Epoch 1844 | loss: 0.0311564 | val_loss: 0.0311597 | Time: 3715.16 ms [2021-01-21 05:57:48 main:574] : INFO : Epoch 1845 | loss: 0.0311533 | val_loss: 0.0311613 | Time: 3684.24 ms [2021-01-21 05:57:52 main:574] : INFO : Epoch 1846 | loss: 0.0311528 | val_loss: 0.0311609 | Time: 3744.48 ms [2021-01-21 05:57:56 main:574] : INFO : Epoch 1847 | loss: 0.0311549 | val_loss: 0.0311635 | Time: 3784.55 ms [2021-01-21 05:58:00 main:574] : INFO : Epoch 1848 | loss: 0.0311553 | val_loss: 0.031164 | Time: 3805.72 ms [2021-01-21 05:58:03 main:574] : INFO : Epoch 1849 | loss: 0.0311546 | val_loss: 0.0311643 | Time: 3752.28 ms [2021-01-21 05:58:07 main:574] : INFO : Epoch 1850 | loss: 0.0311538 | val_loss: 0.0311619 | Time: 3788.47 ms [2021-01-21 05:58:11 main:574] : INFO : Epoch 1851 | loss: 0.0311531 | val_loss: 0.0311645 | Time: 3731.71 ms [2021-01-21 05:58:15 main:574] : INFO : Epoch 1852 | loss: 0.0311541 | val_loss: 0.0311621 | Time: 3807 ms [2021-01-21 05:58:19 main:574] : INFO : Epoch 1853 | loss: 0.0311546 | val_loss: 0.0311631 | Time: 3777.95 ms [2021-01-21 05:58:23 main:574] : INFO : Epoch 1854 | loss: 0.0311526 | val_loss: 0.0311655 | Time: 3748.49 ms [2021-01-21 05:58:26 main:574] : INFO : Epoch 1855 | loss: 0.0311519 | val_loss: 0.031162 | Time: 3786.25 ms [2021-01-21 05:58:30 main:574] : INFO : Epoch 1856 | loss: 0.031153 | val_loss: 0.0311626 | Time: 3686.19 ms [2021-01-21 05:58:34 main:574] : INFO : Epoch 1857 | loss: 0.0311522 | val_loss: 0.0311607 | Time: 3710.02 ms [2021-01-21 05:58:38 main:574] : INFO : Epoch 1858 | loss: 0.0311511 | val_loss: 0.0311617 | Time: 3708.97 ms [2021-01-21 05:58:42 main:574] : INFO : Epoch 1859 | loss: 0.0311503 | val_loss: 0.0311616 | Time: 3694.96 ms [2021-01-21 05:58:45 main:574] : INFO : Epoch 1860 | loss: 0.0311491 | val_loss: 0.0311599 | Time: 3728.94 ms [2021-01-21 05:58:49 main:574] : INFO : Epoch 1861 | loss: 0.0311485 | val_loss: 0.0311603 | Time: 3749.99 ms [2021-01-21 05:58:53 main:574] : INFO : Epoch 1862 | loss: 0.0311488 | val_loss: 0.0311587 | Time: 3776 ms [2021-01-21 05:58:57 main:574] : INFO : Epoch 1863 | loss: 0.031148 | val_loss: 0.031161 | Time: 3762.6 ms [2021-01-21 05:59:01 main:574] : INFO : Epoch 1864 | loss: 0.0311481 | val_loss: 0.0311593 | Time: 3739.53 ms [2021-01-21 05:59:04 main:574] : INFO : Epoch 1865 | loss: 0.0311482 | val_loss: 0.0311598 | Time: 3677.11 ms [2021-01-21 05:59:08 main:574] : INFO : Epoch 1866 | loss: 0.0311506 | val_loss: 0.0311605 | Time: 3678.8 ms [2021-01-21 05:59:12 main:574] : INFO : Epoch 1867 | loss: 0.0311516 | val_loss: 0.0311567 | Time: 3772.17 ms [2021-01-21 05:59:16 main:574] : INFO : Epoch 1868 | loss: 0.0311502 | val_loss: 0.0311578 | Time: 3821.85 ms [2021-01-21 05:59:20 main:574] : INFO : Epoch 1869 | loss: 0.0311499 | val_loss: 0.0311567 | Time: 3768.77 ms [2021-01-21 05:59:24 main:574] : INFO : Epoch 1870 | loss: 0.0311494 | val_loss: 0.0311597 | Time: 3886.45 ms [2021-01-21 05:59:27 main:574] : INFO : Epoch 1871 | loss: 0.0311514 | val_loss: 0.0311696 | Time: 3709.78 ms [2021-01-21 05:59:31 main:574] : INFO : Epoch 1872 | loss: 0.0311523 | val_loss: 0.0311569 | Time: 3749.39 ms [2021-01-21 05:59:35 main:574] : INFO : Epoch 1873 | loss: 0.0311498 | val_loss: 0.031161 | Time: 3737.9 ms [2021-01-21 05:59:39 main:574] : INFO : Epoch 1874 | loss: 0.0311533 | val_loss: 0.0311621 | Time: 3692.9 ms [2021-01-21 05:59:43 main:574] : INFO : Epoch 1875 | loss: 0.0311574 | val_loss: 0.0311639 | Time: 3840.72 ms [2021-01-21 05:59:47 main:574] : INFO : Epoch 1876 | loss: 0.0311525 | val_loss: 0.0311589 | Time: 3801.46 ms [2021-01-21 05:59:50 main:574] : INFO : Epoch 1877 | loss: 0.0311503 | val_loss: 0.0311599 | Time: 3728.28 ms [2021-01-21 05:59:54 main:574] : INFO : Epoch 1878 | loss: 0.0311506 | val_loss: 0.0311585 | Time: 3823.14 ms [2021-01-21 05:59:58 main:574] : INFO : Epoch 1879 | loss: 0.0311503 | val_loss: 0.0311604 | Time: 3748.54 ms [2021-01-21 06:00:02 main:574] : INFO : Epoch 1880 | loss: 0.0311498 | val_loss: 0.0311581 | Time: 3822.12 ms [2021-01-21 06:00:06 main:574] : INFO : Epoch 1881 | loss: 0.0311496 | val_loss: 0.0311606 | Time: 3767.73 ms [2021-01-21 06:00:10 main:574] : INFO : Epoch 1882 | loss: 0.031149 | val_loss: 0.0311651 | Time: 3612.32 ms [2021-01-21 06:00:13 main:574] : INFO : Epoch 1883 | loss: 0.0311488 | val_loss: 0.0311605 | Time: 3668.84 ms [2021-01-21 06:00:17 main:574] : INFO : Epoch 1884 | loss: 0.0311481 | val_loss: 0.031163 | Time: 3785.28 ms [2021-01-21 06:00:21 main:574] : INFO : Epoch 1885 | loss: 0.0311479 | val_loss: 0.0311627 | Time: 3779.65 ms [2021-01-21 06:00:25 main:574] : INFO : Epoch 1886 | loss: 0.0311502 | val_loss: 0.0311606 | Time: 3758.46 ms [2021-01-21 06:00:29 main:574] : INFO : Epoch 1887 | loss: 0.0311472 | val_loss: 0.0311637 | Time: 3677.18 ms [2021-01-21 06:00:32 main:574] : INFO : Epoch 1888 | loss: 0.0311474 | val_loss: 0.0311621 | Time: 3695.51 ms [2021-01-21 06:00:36 main:574] : INFO : Epoch 1889 | loss: 0.0311464 | val_loss: 0.0311691 | Time: 3664.07 ms [2021-01-21 06:00:40 main:574] : INFO : Epoch 1890 | loss: 0.0311472 | val_loss: 0.0311655 | Time: 3786.04 ms [2021-01-21 06:00:44 main:574] : INFO : Epoch 1891 | loss: 0.0311448 | val_loss: 0.0311646 | Time: 3692.91 ms [2021-01-21 06:00:47 main:574] : INFO : Epoch 1892 | loss: 0.0311453 | val_loss: 0.0311638 | Time: 3734.44 ms [2021-01-21 06:00:51 main:574] : INFO : Epoch 1893 | loss: 0.0311457 | val_loss: 0.0311656 | Time: 3673.04 ms [2021-01-21 06:00:55 main:574] : INFO : Epoch 1894 | loss: 0.0311456 | val_loss: 0.0311638 | Time: 3785.73 ms [2021-01-21 06:00:59 main:574] : INFO : Epoch 1895 | loss: 0.0311456 | val_loss: 0.0311625 | Time: 3704.58 ms [2021-01-21 06:01:03 main:574] : INFO : Epoch 1896 | loss: 0.0311459 | val_loss: 0.0311654 | Time: 3725.84 ms [2021-01-21 06:01:06 main:574] : INFO : Epoch 1897 | loss: 0.0311463 | val_loss: 0.0311631 | Time: 3638.91 ms [2021-01-21 06:01:10 main:574] : INFO : Epoch 1898 | loss: 0.0311445 | val_loss: 0.0311676 | Time: 3734.76 ms [2021-01-21 06:01:14 main:574] : INFO : Epoch 1899 | loss: 0.0311446 | val_loss: 0.0311622 | Time: 3674.82 ms [2021-01-21 06:01:17 main:574] : INFO : Epoch 1900 | loss: 0.0311441 | val_loss: 0.0311639 | Time: 3649.98 ms [2021-01-21 06:01:21 main:574] : INFO : Epoch 1901 | loss: 0.0311481 | val_loss: 0.0311641 | Time: 3703.28 ms [2021-01-21 06:01:25 main:574] : INFO : Epoch 1902 | loss: 0.03115 | val_loss: 0.0311662 | Time: 3797.56 ms [2021-01-21 06:01:29 main:574] : INFO : Epoch 1903 | loss: 0.0311485 | val_loss: 0.0311627 | Time: 3844.43 ms [2021-01-21 06:01:33 main:574] : INFO : Epoch 1904 | loss: 0.031147 | val_loss: 0.0311649 | Time: 3839.77 ms [2021-01-21 06:01:37 main:574] : INFO : Epoch 1905 | loss: 0.0311504 | val_loss: 0.0311605 | Time: 3940.69 ms [2021-01-21 06:01:41 main:574] : INFO : Epoch 1906 | loss: 0.0311492 | val_loss: 0.0311658 | Time: 3752.71 ms [2021-01-21 06:01:44 main:574] : INFO : Epoch 1907 | loss: 0.0311486 | val_loss: 0.031162 | Time: 3629.27 ms [2021-01-21 06:01:48 main:574] : INFO : Epoch 1908 | loss: 0.0311478 | val_loss: 0.0311627 | Time: 3585.22 ms [2021-01-21 06:01:52 main:574] : INFO : Epoch 1909 | loss: 0.031146 | val_loss: 0.0311635 | Time: 3567.47 ms [2021-01-21 06:01:55 main:574] : INFO : Epoch 1910 | loss: 0.0311477 | val_loss: 0.0311629 | Time: 3533.64 ms [2021-01-21 06:01:59 main:574] : INFO : Epoch 1911 | loss: 0.0311503 | val_loss: 0.0311644 | Time: 3656.16 ms [2021-01-21 06:02:03 main:574] : INFO : Epoch 1912 | loss: 0.0311495 | val_loss: 0.031168 | Time: 3587.94 ms [2021-01-21 06:02:06 main:574] : INFO : Epoch 1913 | loss: 0.0311479 | val_loss: 0.0311647 | Time: 3604.49 ms [2021-01-21 06:02:10 main:574] : INFO : Epoch 1914 | loss: 0.0311475 | val_loss: 0.0311635 | Time: 3520.48 ms [2021-01-21 06:02:14 main:574] : INFO : Epoch 1915 | loss: 0.031147 | val_loss: 0.0311615 | Time: 3697.71 ms [2021-01-21 06:02:17 main:574] : INFO : Epoch 1916 | loss: 0.0311461 | val_loss: 0.0311625 | Time: 3496.48 ms [2021-01-21 06:02:21 main:574] : INFO : Epoch 1917 | loss: 0.0311444 | val_loss: 0.0311601 | Time: 3529.94 ms [2021-01-21 06:02:24 main:574] : INFO : Epoch 1918 | loss: 0.0311442 | val_loss: 0.0311613 | Time: 3590.28 ms [2021-01-21 06:02:28 main:574] : INFO : Epoch 1919 | loss: 0.0311495 | val_loss: 0.03116 | Time: 3593.6 ms [2021-01-21 06:02:32 main:574] : INFO : Epoch 1920 | loss: 0.0311525 | val_loss: 0.0311601 | Time: 3680.34 ms [2021-01-21 06:02:36 main:574] : INFO : Epoch 1921 | loss: 0.0311482 | val_loss: 0.0311594 | Time: 3692.34 ms [2021-01-21 06:02:39 main:574] : INFO : Epoch 1922 | loss: 0.031148 | val_loss: 0.0311588 | Time: 3700.31 ms [2021-01-21 06:02:43 main:574] : INFO : Epoch 1923 | loss: 0.0311446 | val_loss: 0.0311584 | Time: 3523.26 ms [2021-01-21 06:02:47 main:574] : INFO : Epoch 1924 | loss: 0.0311454 | val_loss: 0.0311633 | Time: 3559.9 ms [2021-01-21 06:02:50 main:574] : INFO : Epoch 1925 | loss: 0.0311444 | val_loss: 0.0311601 | Time: 3512.22 ms [2021-01-21 06:02:54 main:574] : INFO : Epoch 1926 | loss: 0.0311439 | val_loss: 0.0311598 | Time: 3573.01 ms [2021-01-21 06:02:57 main:574] : INFO : Epoch 1927 | loss: 0.031143 | val_loss: 0.0311606 | Time: 3515.02 ms [2021-01-21 06:03:01 main:574] : INFO : Epoch 1928 | loss: 0.0311436 | val_loss: 0.0311614 | Time: 3590.7 ms [2021-01-21 06:03:05 main:574] : INFO : Epoch 1929 | loss: 0.0311426 | val_loss: 0.0311623 | Time: 3691.22 ms [2021-01-21 06:03:08 main:574] : INFO : Epoch 1930 | loss: 0.0311429 | val_loss: 0.0311645 | Time: 3513.66 ms [2021-01-21 06:03:12 main:574] : INFO : Epoch 1931 | loss: 0.0311437 | val_loss: 0.0311595 | Time: 3597.78 ms [2021-01-21 06:03:16 main:574] : INFO : Epoch 1932 | loss: 0.0311433 | val_loss: 0.0311691 | Time: 3526.24 ms [2021-01-21 06:03:19 main:574] : INFO : Epoch 1933 | loss: 0.0311486 | val_loss: 0.031165 | Time: 3625.74 ms [2021-01-21 06:03:23 main:574] : INFO : Epoch 1934 | loss: 0.0311421 | val_loss: 0.03116 | Time: 3699.52 ms [2021-01-21 06:03:27 main:574] : INFO : Epoch 1935 | loss: 0.0311426 | val_loss: 0.0311629 | Time: 3539.96 ms [2021-01-21 06:03:30 main:574] : INFO : Epoch 1936 | loss: 0.0311414 | val_loss: 0.0311613 | Time: 3622.17 ms [2021-01-21 06:03:34 main:574] : INFO : Epoch 1937 | loss: 0.0311405 | val_loss: 0.0311628 | Time: 3510.41 ms [2021-01-21 06:03:37 main:574] : INFO : Epoch 1938 | loss: 0.0311404 | val_loss: 0.0311623 | Time: 3533.15 ms [2021-01-21 06:03:41 main:574] : INFO : Epoch 1939 | loss: 0.0311434 | val_loss: 0.0311658 | Time: 3630.76 ms [2021-01-21 06:03:45 main:574] : INFO : Epoch 1940 | loss: 0.0311487 | val_loss: 0.0311606 | Time: 3519.84 ms [2021-01-21 06:03:48 main:574] : INFO : Epoch 1941 | loss: 0.0311467 | val_loss: 0.0311653 | Time: 3627.38 ms [2021-01-21 06:03:52 main:574] : INFO : Epoch 1942 | loss: 0.0311449 | val_loss: 0.0311652 | Time: 3541.53 ms [2021-01-21 06:03:56 main:574] : INFO : Epoch 1943 | loss: 0.0311456 | val_loss: 0.0311641 | Time: 3612.85 ms [2021-01-21 06:03:59 main:574] : INFO : Epoch 1944 | loss: 0.0311458 | val_loss: 0.0311613 | Time: 3505.43 ms [2021-01-21 06:04:03 main:574] : INFO : Epoch 1945 | loss: 0.0311454 | val_loss: 0.0311694 | Time: 3637.4 ms [2021-01-21 06:04:07 main:574] : INFO : Epoch 1946 | loss: 0.0311454 | val_loss: 0.0311647 | Time: 3582.03 ms [2021-01-21 06:04:10 main:574] : INFO : Epoch 1947 | loss: 0.0311454 | val_loss: 0.0311627 | Time: 3559.15 ms [2021-01-21 06:04:14 main:574] : INFO : Epoch 1948 | loss: 0.0311468 | val_loss: 0.0311638 | Time: 3725.07 ms [2021-01-21 06:04:18 main:574] : INFO : Epoch 1949 | loss: 0.0311463 | val_loss: 0.0311666 | Time: 3727.6 ms [2021-01-21 06:04:22 main:574] : INFO : Epoch 1950 | loss: 0.0311442 | val_loss: 0.0311626 | Time: 3703.9 ms [2021-01-21 06:04:25 main:574] : INFO : Epoch 1951 | loss: 0.0311441 | val_loss: 0.0311635 | Time: 3506.7 ms [2021-01-21 06:04:29 main:574] : INFO : Epoch 1952 | loss: 0.0311445 | val_loss: 0.0311635 | Time: 3650.88 ms [2021-01-21 06:04:33 main:574] : INFO : Epoch 1953 | loss: 0.031145 | val_loss: 0.0311617 | Time: 3669.82 ms [2021-01-21 06:04:36 main:574] : INFO : Epoch 1954 | loss: 0.0311465 | val_loss: 0.0311674 | Time: 3625.59 ms [2021-01-21 06:04:40 main:574] : INFO : Epoch 1955 | loss: 0.0311446 | val_loss: 0.0311636 | Time: 3694.64 ms [2021-01-21 06:04:44 main:574] : INFO : Epoch 1956 | loss: 0.0311428 | val_loss: 0.0311647 | Time: 3662.75 ms [2021-01-21 06:04:47 main:574] : INFO : Epoch 1957 | loss: 0.0311425 | val_loss: 0.0311659 | Time: 3607.27 ms [2021-01-21 06:04:51 main:574] : INFO : Epoch 1958 | loss: 0.0311437 | val_loss: 0.0311619 | Time: 3593.06 ms [2021-01-21 06:04:55 main:574] : INFO : Epoch 1959 | loss: 0.0311435 | val_loss: 0.031163 | Time: 3563.44 ms [2021-01-21 06:04:58 main:574] : INFO : Epoch 1960 | loss: 0.0311439 | val_loss: 0.0311626 | Time: 3532.32 ms [2021-01-21 06:05:02 main:574] : INFO : Epoch 1961 | loss: 0.0311443 | val_loss: 0.0311629 | Time: 3609.02 ms [2021-01-21 06:05:06 main:574] : INFO : Epoch 1962 | loss: 0.0311441 | val_loss: 0.0311643 | Time: 3667.06 ms [2021-01-21 06:05:09 main:574] : INFO : Epoch 1963 | loss: 0.0311421 | val_loss: 0.0311647 | Time: 3643.37 ms [2021-01-21 06:05:13 main:574] : INFO : Epoch 1964 | loss: 0.0311423 | val_loss: 0.0311658 | Time: 3621.51 ms [2021-01-21 06:05:17 main:574] : INFO : Epoch 1965 | loss: 0.0311419 | val_loss: 0.0311631 | Time: 3588.68 ms [2021-01-21 06:05:20 main:574] : INFO : Epoch 1966 | loss: 0.0311427 | val_loss: 0.031167 | Time: 3774.78 ms [2021-01-21 06:05:24 main:574] : INFO : Epoch 1967 | loss: 0.0311413 | val_loss: 0.0311691 | Time: 3663.66 ms [2021-01-21 06:05:28 main:574] : INFO : Epoch 1968 | loss: 0.0311449 | val_loss: 0.0311661 | Time: 3580.06 ms [2021-01-21 06:05:31 main:574] : INFO : Epoch 1969 | loss: 0.031143 | val_loss: 0.0311656 | Time: 3611.58 ms [2021-01-21 06:05:35 main:574] : INFO : Epoch 1970 | loss: 0.0311417 | val_loss: 0.0311631 | Time: 3633.45 ms [2021-01-21 06:05:39 main:574] : INFO : Epoch 1971 | loss: 0.0311411 | val_loss: 0.0311611 | Time: 3600.8 ms [2021-01-21 06:05:42 main:574] : INFO : Epoch 1972 | loss: 0.0311419 | val_loss: 0.0311714 | Time: 3484.15 ms [2021-01-21 06:05:46 main:574] : INFO : Epoch 1973 | loss: 0.0311415 | val_loss: 0.0311694 | Time: 3616.5 ms [2021-01-21 06:05:50 main:574] : INFO : Epoch 1974 | loss: 0.0311415 | val_loss: 0.0311636 | Time: 3617.45 ms [2021-01-21 06:05:53 main:574] : INFO : Epoch 1975 | loss: 0.0311424 | val_loss: 0.0311642 | Time: 3451.18 ms [2021-01-21 06:05:57 main:574] : INFO : Epoch 1976 | loss: 0.0311407 | val_loss: 0.0311655 | Time: 3524.49 ms [2021-01-21 06:06:00 main:574] : INFO : Epoch 1977 | loss: 0.0311403 | val_loss: 0.0311667 | Time: 3618.22 ms [2021-01-21 06:06:04 main:574] : INFO : Epoch 1978 | loss: 0.0311412 | val_loss: 0.0311652 | Time: 3634.1 ms [2021-01-21 06:06:08 main:574] : INFO : Epoch 1979 | loss: 0.0311399 | val_loss: 0.0311643 | Time: 3584.78 ms [2021-01-21 06:06:11 main:574] : INFO : Epoch 1980 | loss: 0.0311413 | val_loss: 0.0311653 | Time: 3578.64 ms [2021-01-21 06:06:15 main:574] : INFO : Epoch 1981 | loss: 0.0311401 | val_loss: 0.0311636 | Time: 3631.74 ms [2021-01-21 06:06:19 main:574] : INFO : Epoch 1982 | loss: 0.0311386 | val_loss: 0.0311631 | Time: 3633.5 ms [2021-01-21 06:06:22 main:574] : INFO : Epoch 1983 | loss: 0.0311378 | val_loss: 0.0311662 | Time: 3591.95 ms [2021-01-21 06:06:26 main:574] : INFO : Epoch 1984 | loss: 0.0311392 | val_loss: 0.0311639 | Time: 3614.84 ms [2021-01-21 06:06:30 main:574] : INFO : Epoch 1985 | loss: 0.0311389 | val_loss: 0.0311641 | Time: 3614.56 ms [2021-01-21 06:06:33 main:574] : INFO : Epoch 1986 | loss: 0.0311376 | val_loss: 0.0311632 | Time: 3536.19 ms [2021-01-21 06:06:37 main:574] : INFO : Epoch 1987 | loss: 0.0311369 | val_loss: 0.0311661 | Time: 3594.12 ms [2021-01-21 06:06:41 main:574] : INFO : Epoch 1988 | loss: 0.031137 | val_loss: 0.0311627 | Time: 3625.49 ms [2021-01-21 06:06:44 main:574] : INFO : Epoch 1989 | loss: 0.0311365 | val_loss: 0.0311669 | Time: 3501.3 ms [2021-01-21 06:06:48 main:574] : INFO : Epoch 1990 | loss: 0.031141 | val_loss: 0.031161 | Time: 3583.71 ms [2021-01-21 06:06:52 main:574] : INFO : Epoch 1991 | loss: 0.0311425 | val_loss: 0.0311636 | Time: 3634.47 ms [2021-01-21 06:06:55 main:574] : INFO : Epoch 1992 | loss: 0.0311406 | val_loss: 0.0311675 | Time: 3628.26 ms [2021-01-21 06:06:59 main:574] : INFO : Epoch 1993 | loss: 0.03114 | val_loss: 0.031163 | Time: 3643.64 ms [2021-01-21 06:07:03 main:574] : INFO : Epoch 1994 | loss: 0.0311395 | val_loss: 0.0311628 | Time: 3576.89 ms [2021-01-21 06:07:06 main:574] : INFO : Epoch 1995 | loss: 0.031139 | val_loss: 0.0311621 | Time: 3490.96 ms [2021-01-21 06:07:10 main:574] : INFO : Epoch 1996 | loss: 0.0311389 | val_loss: 0.0311631 | Time: 3601.57 ms [2021-01-21 06:07:14 main:574] : INFO : Epoch 1997 | loss: 0.0311382 | val_loss: 0.0311605 | Time: 3667 ms [2021-01-21 06:07:17 main:574] : INFO : Epoch 1998 | loss: 0.0311395 | val_loss: 0.0311634 | Time: 3607.99 ms [2021-01-21 06:07:21 main:574] : INFO : Epoch 1999 | loss: 0.0311405 | val_loss: 0.0311626 | Time: 3536.39 ms [2021-01-21 06:07:25 main:574] : INFO : Epoch 2000 | loss: 0.0311409 | val_loss: 0.0311629 | Time: 3611.25 ms [2021-01-21 06:07:28 main:574] : INFO : Epoch 2001 | loss: 0.0311398 | val_loss: 0.0311604 | Time: 3425.46 ms [2021-01-21 06:07:32 main:574] : INFO : Epoch 2002 | loss: 0.0311396 | val_loss: 0.0311619 | Time: 3614.98 ms [2021-01-21 06:07:35 main:574] : INFO : Epoch 2003 | loss: 0.0311397 | val_loss: 0.031165 | Time: 3548.68 ms [2021-01-21 06:07:39 main:574] : INFO : Epoch 2004 | loss: 0.0311391 | val_loss: 0.0311632 | Time: 3505.3 ms [2021-01-21 06:07:43 main:574] : INFO : Epoch 2005 | loss: 0.0311396 | val_loss: 0.0311633 | Time: 3509.22 ms [2021-01-21 06:07:46 main:574] : INFO : Epoch 2006 | loss: 0.0311397 | val_loss: 0.0311669 | Time: 3656.13 ms [2021-01-21 06:07:50 main:574] : INFO : Epoch 2007 | loss: 0.0311428 | val_loss: 0.0311628 | Time: 3519.38 ms [2021-01-21 06:07:54 main:574] : INFO : Epoch 2008 | loss: 0.0311407 | val_loss: 0.0311628 | Time: 3668.98 ms [2021-01-21 06:07:57 main:574] : INFO : Epoch 2009 | loss: 0.0311396 | val_loss: 0.031163 | Time: 3659.89 ms [2021-01-21 06:08:01 main:574] : INFO : Epoch 2010 | loss: 0.03114 | val_loss: 0.0311644 | Time: 3665.25 ms [2021-01-21 06:08:05 main:574] : INFO : Epoch 2011 | loss: 0.0311405 | val_loss: 0.0311658 | Time: 3593.54 ms [2021-01-21 06:08:08 main:574] : INFO : Epoch 2012 | loss: 0.0311482 | val_loss: 0.0311697 | Time: 3600.12 ms [2021-01-21 06:08:12 main:574] : INFO : Epoch 2013 | loss: 0.0311549 | val_loss: 0.0311646 | Time: 3637.63 ms [2021-01-21 06:08:16 main:574] : INFO : Epoch 2014 | loss: 0.0311496 | val_loss: 0.0311619 | Time: 3600.55 ms [2021-01-21 06:08:19 main:574] : INFO : Epoch 2015 | loss: 0.0311446 | val_loss: 0.0311592 | Time: 3519.73 ms [2021-01-21 06:08:23 main:574] : INFO : Epoch 2016 | loss: 0.0311411 | val_loss: 0.0311619 | Time: 3758.91 ms [2021-01-21 06:08:27 main:574] : INFO : Epoch 2017 | loss: 0.0311411 | val_loss: 0.0311683 | Time: 3607.59 ms [2021-01-21 06:08:31 main:574] : INFO : Epoch 2018 | loss: 0.0311416 | val_loss: 0.0311649 | Time: 3750.32 ms [2021-01-21 06:08:34 main:574] : INFO : Epoch 2019 | loss: 0.0311422 | val_loss: 0.0311646 | Time: 3667.98 ms [2021-01-21 06:08:38 main:574] : INFO : Epoch 2020 | loss: 0.0311413 | val_loss: 0.0311671 | Time: 3581.83 ms [2021-01-21 06:08:42 main:574] : INFO : Epoch 2021 | loss: 0.0311413 | val_loss: 0.0311631 | Time: 3699.6 ms [2021-01-21 06:08:45 main:574] : INFO : Epoch 2022 | loss: 0.0311394 | val_loss: 0.0311609 | Time: 3557.71 ms [2021-01-21 06:08:49 main:574] : INFO : Epoch 2023 | loss: 0.0311407 | val_loss: 0.0311649 | Time: 3643.43 ms [2021-01-21 06:08:53 main:574] : INFO : Epoch 2024 | loss: 0.031142 | val_loss: 0.0311657 | Time: 3474.57 ms [2021-01-21 06:08:56 main:574] : INFO : Epoch 2025 | loss: 0.0311422 | val_loss: 0.0311619 | Time: 3561.89 ms [2021-01-21 06:09:00 main:574] : INFO : Epoch 2026 | loss: 0.0311391 | val_loss: 0.0311597 | Time: 3642.01 ms [2021-01-21 06:09:04 main:574] : INFO : Epoch 2027 | loss: 0.0311393 | val_loss: 0.0311633 | Time: 3669.45 ms [2021-01-21 06:09:07 main:574] : INFO : Epoch 2028 | loss: 0.0311381 | val_loss: 0.0311585 | Time: 3697.42 ms [2021-01-21 06:09:11 main:574] : INFO : Epoch 2029 | loss: 0.0311388 | val_loss: 0.0311572 | Time: 3597.2 ms [2021-01-21 06:09:15 main:574] : INFO : Epoch 2030 | loss: 0.0311424 | val_loss: 0.0311628 | Time: 3534.7 ms [2021-01-21 06:09:18 main:574] : INFO : Epoch 2031 | loss: 0.0311437 | val_loss: 0.0311633 | Time: 3657.4 ms [2021-01-21 06:09:22 main:574] : INFO : Epoch 2032 | loss: 0.0311427 | val_loss: 0.0311626 | Time: 3562 ms [2021-01-21 06:09:26 main:574] : INFO : Epoch 2033 | loss: 0.0311404 | val_loss: 0.031161 | Time: 3477.23 ms [2021-01-21 06:09:29 main:574] : INFO : Epoch 2034 | loss: 0.0311393 | val_loss: 0.0311609 | Time: 3552.87 ms [2021-01-21 06:09:33 main:574] : INFO : Epoch 2035 | loss: 0.0311381 | val_loss: 0.0311658 | Time: 3652.34 ms [2021-01-21 06:09:37 main:574] : INFO : Epoch 2036 | loss: 0.0311386 | val_loss: 0.0311629 | Time: 3646.2 ms [2021-01-21 06:09:40 main:574] : INFO : Epoch 2037 | loss: 0.0311384 | val_loss: 0.0311656 | Time: 3655.65 ms [2021-01-21 06:09:44 main:574] : INFO : Epoch 2038 | loss: 0.0311386 | val_loss: 0.0311687 | Time: 3597.52 ms [2021-01-21 06:09:48 main:574] : INFO : Epoch 2039 | loss: 0.0311432 | val_loss: 0.0311623 | Time: 3656.97 ms [2021-01-21 06:09:51 main:574] : INFO : Epoch 2040 | loss: 0.0311405 | val_loss: 0.0311682 | Time: 3646.12 ms [2021-01-21 06:09:55 main:574] : INFO : Epoch 2041 | loss: 0.0311399 | val_loss: 0.0311619 | Time: 3602.55 ms [2021-01-21 06:09:59 main:574] : INFO : Epoch 2042 | loss: 0.0311385 | val_loss: 0.0311632 | Time: 3519.43 ms [2021-01-21 06:10:02 main:574] : INFO : Epoch 2043 | loss: 0.0311361 | val_loss: 0.031162 | Time: 3610.35 ms [2021-01-21 06:10:06 main:574] : INFO : Epoch 2044 | loss: 0.0311367 | val_loss: 0.0311666 | Time: 3619.84 ms [2021-01-21 06:10:10 main:574] : INFO : Epoch 2045 | loss: 0.0311366 | val_loss: 0.0311637 | Time: 3544.93 ms [2021-01-21 06:10:13 main:574] : INFO : Epoch 2046 | loss: 0.0311364 | val_loss: 0.0311686 | Time: 3536.3 ms [2021-01-21 06:10:17 main:574] : INFO : Epoch 2047 | loss: 0.031136 | val_loss: 0.0311622 | Time: 3608.06 ms [2021-01-21 06:10:20 main:574] : INFO : Epoch 2048 | loss: 0.0311359 | val_loss: 0.0311662 | Time: 3505.34 ms [2021-01-21 06:10:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311662 [2021-01-21 06:10:21 main:603] : INFO : Saving end state to config to file [2021-01-21 06:10:21 main:608] : INFO : Success, exiting.. 06:10:21 (512): 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)