Task 13497937
| Name | ParityModified-1647040889-7649-2-0_0 |
| Workunit | 10598312 |
| Created | 21 Mar 2022, 7:23:51 UTC |
| Sent | 30 Mar 2022, 10:52:16 UTC |
| Report deadline | 7 Apr 2022, 10:52:16 UTC |
| Received | 3 Apr 2022, 9:38:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21344 |
| Run time | 1 hours 59 min 44 sec |
| CPU time | 1 hours 50 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ms [2022-04-03 01:44:10 main:574] : INFO : Epoch 1542 | loss: 0.0311402 | val_loss: 0.0311558 | Time: 3502.79 ms [2022-04-03 01:44:13 main:574] : INFO : Epoch 1543 | loss: 0.0311383 | val_loss: 0.0311532 | Time: 3394.52 ms [2022-04-03 01:44:17 main:574] : INFO : Epoch 1544 | loss: 0.0311368 | val_loss: 0.0311556 | Time: 3716.72 ms [2022-04-03 01:44:20 main:574] : INFO : Epoch 1545 | loss: 0.0311369 | val_loss: 0.0311552 | Time: 3372.08 ms [2022-04-03 01:44:24 main:574] : INFO : Epoch 1546 | loss: 0.031136 | val_loss: 0.031164 | Time: 3494.4 ms [2022-04-03 01:44:27 main:574] : INFO : Epoch 1547 | loss: 0.0311372 | val_loss: 0.0311594 | Time: 3444.39 ms [2022-04-03 01:44:31 main:574] : INFO : Epoch 1548 | loss: 0.031138 | val_loss: 0.0311542 | Time: 3850.62 ms [2022-04-03 01:44:35 main:574] : INFO : Epoch 1549 | loss: 0.0311356 | val_loss: 0.031153 | Time: 3975.04 ms [2022-04-03 01:44:39 main:574] : INFO : Epoch 1550 | loss: 0.0311388 | val_loss: 0.0311572 | Time: 3835.26 ms [2022-04-03 01:44:43 main:574] : INFO : Epoch 1551 | loss: 0.0311403 | val_loss: 0.0311521 | Time: 3788.57 ms [2022-04-03 01:44:47 main:574] : INFO : Epoch 1552 | loss: 0.0311396 | val_loss: 0.0311538 | Time: 3820.52 ms [2022-04-03 01:44:51 main:574] : INFO : Epoch 1553 | loss: 0.031137 | val_loss: 0.0311551 | Time: 3890.49 ms [2022-04-03 01:44:54 main:574] : INFO : Epoch 1554 | loss: 0.0311387 | val_loss: 0.0311546 | Time: 3865.88 ms [2022-04-03 01:44:58 main:574] : INFO : Epoch 1555 | loss: 0.0311389 | val_loss: 0.0311511 | Time: 3767.29 ms [2022-04-03 01:45:02 main:574] : INFO : Epoch 1556 | loss: 0.0311368 | val_loss: 0.0311528 | Time: 3865.9 ms [2022-04-03 01:45:06 main:574] : INFO : Epoch 1557 | loss: 0.0311394 | val_loss: 0.031155 | Time: 3688.8 ms [2022-04-03 01:45:10 main:574] : INFO : Epoch 1558 | loss: 0.0311365 | val_loss: 0.031152 | Time: 3971.89 ms [2022-04-03 01:45:14 main:574] : INFO : Epoch 1559 | loss: 0.031138 | val_loss: 0.0311525 | Time: 3903.58 ms [2022-04-03 01:45:18 main:574] : INFO : Epoch 1560 | loss: 0.0311357 | val_loss: 0.0311632 | Time: 3952.2 ms [2022-04-03 01:45:22 main:574] : INFO : Epoch 1561 | loss: 0.0311357 | val_loss: 0.0311603 | Time: 3877.89 ms [2022-04-03 01:45:25 main:574] : INFO : Epoch 1562 | loss: 0.0311352 | val_loss: 0.0311545 | Time: 3736.77 ms [2022-04-03 01:45:29 main:574] : INFO : Epoch 1563 | loss: 0.0311389 | val_loss: 0.03116 | Time: 3849.62 ms [2022-04-03 01:45:33 main:574] : INFO : Epoch 1564 | loss: 0.0311371 | val_loss: 0.0311614 | Time: 3756.66 ms [2022-04-03 01:45:37 main:574] : INFO : Epoch 1565 | loss: 0.0311379 | val_loss: 0.0311544 | Time: 3779.84 ms [2022-04-03 01:45:41 main:574] : INFO : Epoch 1566 | loss: 0.031136 | val_loss: 0.0311622 | Time: 3868.38 ms [2022-04-03 01:45:44 main:574] : INFO : Epoch 1567 | loss: 0.0311373 | val_loss: 0.0311523 | Time: 3861.56 ms [2022-04-03 01:45:48 main:574] : INFO : Epoch 1568 | loss: 0.0311344 | val_loss: 0.03116 | Time: 3838.8 ms [2022-04-03 01:45:52 main:574] : INFO : Epoch 1569 | loss: 0.0311347 | val_loss: 0.0311555 | Time: 3827.54 ms [2022-04-03 01:45:56 main:574] : INFO : Epoch 1570 | loss: 0.0311345 | val_loss: 0.0311545 | Time: 3849.16 ms [2022-04-03 01:46:00 main:574] : INFO : Epoch 1571 | loss: 0.0311328 | val_loss: 0.0311525 | Time: 3620.14 ms [2022-04-03 01:46:03 main:574] : INFO : Epoch 1572 | loss: 0.0311364 | val_loss: 0.0311556 | Time: 3441.72 ms [2022-04-03 01:46:07 main:574] : INFO : Epoch 1573 | loss: 0.0311422 | val_loss: 0.0311544 | Time: 3508.18 ms [2022-04-03 01:46:10 main:574] : INFO : Epoch 1574 | loss: 0.0311396 | val_loss: 0.0311575 | Time: 3493.98 ms [2022-04-03 01:46:14 main:574] : INFO : Epoch 1575 | loss: 0.0311378 | val_loss: 0.0311557 | Time: 3549.27 ms [2022-04-03 01:46:17 main:574] : INFO : Epoch 1576 | loss: 0.0311371 | val_loss: 0.0311622 | Time: 3463 ms [2022-04-03 01:46:21 main:574] : INFO : Epoch 1577 | loss: 0.0311405 | val_loss: 0.0311597 | Time: 3499.65 ms [2022-04-03 01:46:24 main:574] : INFO : Epoch 1578 | loss: 0.0311379 | val_loss: 0.031159 | Time: 3473.32 ms [2022-04-03 01:46:28 main:574] : INFO : Epoch 1579 | loss: 0.0311392 | val_loss: 0.0311593 | Time: 3575.55 ms [2022-04-03 01:46:31 main:574] : INFO : Epoch 1580 | loss: 0.031144 | val_loss: 0.0311594 | Time: 3545.6 ms [2022-04-03 01:46:35 main:574] : INFO : Epoch 1581 | loss: 0.0311451 | val_loss: 0.0311577 | Time: 3482.41 ms [2022-04-03 01:46:38 main:574] : INFO : Epoch 1582 | loss: 0.0311447 | val_loss: 0.0311587 | Time: 3522.95 ms [2022-04-03 01:46:42 main:574] : INFO : Epoch 1583 | loss: 0.0311439 | val_loss: 0.0311528 | Time: 3463.49 ms [2022-04-03 01:46:45 main:574] : INFO : Epoch 1584 | loss: 0.0311403 | val_loss: 0.0311557 | Time: 3525.54 ms [2022-04-03 01:46:49 main:574] : INFO : Epoch 1585 | loss: 0.0311405 | val_loss: 0.0311597 | Time: 3489.6 ms [2022-04-03 01:46:52 main:574] : INFO : Epoch 1586 | loss: 0.0311386 | val_loss: 0.0311569 | Time: 3562.61 ms [2022-04-03 01:46:56 main:574] : INFO : Epoch 1587 | loss: 0.0311381 | val_loss: 0.0311579 | Time: 3443.01 ms [2022-04-03 01:46:59 main:574] : INFO : Epoch 1588 | loss: 0.0311369 | val_loss: 0.031159 | Time: 3666.42 ms [2022-04-03 01:47:03 main:574] : INFO : Epoch 1589 | loss: 0.0311374 | val_loss: 0.0311585 | Time: 3952.14 ms [2022-04-03 01:47:07 main:574] : INFO : Epoch 1590 | loss: 0.0311383 | val_loss: 0.0311511 | Time: 3943.9 ms [2022-04-03 01:47:11 main:574] : INFO : Epoch 1591 | loss: 0.0311389 | val_loss: 0.0311556 | Time: 3901.83 ms [2022-04-03 01:47:15 main:574] : INFO : Epoch 1592 | loss: 0.0311404 | val_loss: 0.0311538 | Time: 3824.36 ms [2022-04-03 01:47:19 main:574] : INFO : Epoch 1593 | loss: 0.0311401 | val_loss: 0.0311537 | Time: 3941.27 ms [2022-04-03 01:47:23 main:574] : INFO : Epoch 1594 | loss: 0.0311352 | val_loss: 0.0311564 | Time: 3960.69 ms [2022-04-03 01:47:27 main:574] : INFO : Epoch 1595 | loss: 0.0311375 | val_loss: 0.031149 | Time: 3958.98 ms [2022-04-03 01:47:31 main:574] : INFO : Epoch 1596 | loss: 0.0311358 | val_loss: 0.031152 | Time: 3848.75 ms [2022-04-03 01:47:34 main:574] : INFO : Epoch 1597 | loss: 0.031136 | val_loss: 0.0311514 | Time: 3722.55 ms [2022-04-03 01:47:38 main:574] : INFO : Epoch 1598 | loss: 0.0311356 | val_loss: 0.0311562 | Time: 3875.93 ms [2022-04-03 01:47:42 main:574] : INFO : Epoch 1599 | loss: 0.0311381 | val_loss: 0.0311545 | Time: 3695.4 ms [2022-04-03 01:47:46 main:574] : INFO : Epoch 1600 | loss: 0.0311363 | val_loss: 0.0311502 | Time: 3952.51 ms [2022-04-03 01:47:50 main:574] : INFO : Epoch 1601 | loss: 0.0311352 | val_loss: 0.0311504 | Time: 3868.45 ms [2022-04-03 01:47:54 main:574] : INFO : Epoch 1602 | loss: 0.0311336 | val_loss: 0.031153 | Time: 3867.75 ms [2022-04-03 01:47:58 main:574] : INFO : Epoch 1603 | loss: 0.0311324 | val_loss: 0.0311532 | Time: 3824.3 ms [2022-04-03 01:48:01 main:574] : INFO : Epoch 1604 | loss: 0.0311337 | val_loss: 0.0311586 | Time: 3752.96 ms [2022-04-03 01:48:05 main:574] : INFO : Epoch 1605 | loss: 0.0311345 | val_loss: 0.0311668 | Time: 3861.71 ms [2022-04-03 01:48:09 main:574] : INFO : Epoch 1606 | loss: 0.0311374 | val_loss: 0.0311531 | Time: 3820.04 ms [2022-04-03 01:48:13 main:574] : INFO : Epoch 1607 | loss: 0.0311338 | val_loss: 0.0311579 | Time: 3760.33 ms [2022-04-03 01:48:17 main:574] : INFO : Epoch 1608 | loss: 0.0311339 | val_loss: 0.031157 | Time: 3760.58 ms [2022-04-03 01:48:20 main:574] : INFO : Epoch 1609 | loss: 0.0311333 | val_loss: 0.0311529 | Time: 3843.59 ms [2022-04-03 01:48:24 main:574] : INFO : Epoch 1610 | loss: 0.0311342 | val_loss: 0.0311525 | Time: 3791.98 ms [2022-04-03 01:48:28 main:574] : INFO : Epoch 1611 | loss: 0.0311328 | val_loss: 0.0311596 | Time: 3813.6 ms [2022-04-03 01:48:31 main:574] : INFO : Epoch 1612 | loss: 0.0311306 | val_loss: 0.0311571 | Time: 3486.61 ms [2022-04-03 01:48:35 main:574] : INFO : Epoch 1613 | loss: 0.0311349 | val_loss: 0.0311551 | Time: 3519.76 ms [2022-04-03 01:48:38 main:574] : INFO : Epoch 1614 | loss: 0.031137 | val_loss: 0.0311536 | Time: 3456.71 ms [2022-04-03 01:48:42 main:574] : INFO : Epoch 1615 | loss: 0.0311343 | val_loss: 0.0311714 | Time: 3491.52 ms [2022-04-03 01:48:45 main:574] : INFO : Epoch 1616 | loss: 0.0311374 | val_loss: 0.0311554 | Time: 3472.7 ms [2022-04-03 01:48:49 main:574] : INFO : Epoch 1617 | loss: 0.0311333 | val_loss: 0.0311577 | Time: 3584.42 ms [2022-04-03 01:48:52 main:574] : INFO : Epoch 1618 | loss: 0.0311337 | val_loss: 0.0311627 | Time: 3447.69 ms [2022-04-03 01:48:56 main:574] : INFO : Epoch 1619 | loss: 0.0311341 | val_loss: 0.0311585 | Time: 3572.2 ms [2022-04-03 01:49:00 main:574] : INFO : Epoch 1620 | loss: 0.0311384 | val_loss: 0.0311608 | Time: 3487.59 ms [2022-04-03 01:49:03 main:574] : INFO : Epoch 1621 | loss: 0.0311415 | val_loss: 0.0311592 | Time: 3394.12 ms [2022-04-03 01:49:06 main:574] : INFO : Epoch 1622 | loss: 0.0311433 | val_loss: 0.0311581 | Time: 3505.86 ms [2022-04-03 01:49:10 main:574] : INFO : Epoch 1623 | loss: 0.0311385 | val_loss: 0.0311547 | Time: 3397.07 ms [2022-04-03 01:49:13 main:574] : INFO : Epoch 1624 | loss: 0.0311367 | val_loss: 0.031153 | Time: 3477.88 ms [2022-04-03 01:49:17 main:574] : INFO : Epoch 1625 | loss: 0.0311385 | val_loss: 0.0311512 | Time: 3448.1 ms [2022-04-03 01:49:20 main:574] : INFO : Epoch 1626 | loss: 0.0311415 | val_loss: 0.0311524 | Time: 3494.17 ms [2022-04-03 01:49:24 main:574] : INFO : Epoch 1627 | loss: 0.0311424 | val_loss: 0.0311535 | Time: 3371.92 ms [2022-04-03 01:49:27 main:574] : INFO : Epoch 1628 | loss: 0.0311388 | val_loss: 0.0311558 | Time: 3521.54 ms [2022-04-03 01:49:31 main:574] : INFO : Epoch 1629 | loss: 0.0311393 | val_loss: 0.0311535 | Time: 3971.98 ms [2022-04-03 01:49:35 main:574] : INFO : Epoch 1630 | loss: 0.0311362 | val_loss: 0.0311555 | Time: 3932.65 ms [2022-04-03 01:49:39 main:574] : INFO : Epoch 1631 | loss: 0.0311353 | val_loss: 0.0311535 | Time: 3863.91 ms [2022-04-03 01:49:43 main:574] : INFO : Epoch 1632 | loss: 0.0311344 | val_loss: 0.0311516 | Time: 3803.36 ms [2022-04-03 01:49:47 main:574] : INFO : Epoch 1633 | loss: 0.0311383 | val_loss: 0.0311534 | Time: 4019.06 ms [2022-04-03 01:49:51 main:574] : INFO : Epoch 1634 | loss: 0.0311399 | val_loss: 0.0311584 | Time: 4095.08 ms [2022-04-03 01:49:55 main:574] : INFO : Epoch 1635 | loss: 0.0311421 | val_loss: 0.0311495 | Time: 3833.88 ms [2022-04-03 01:49:59 main:574] : INFO : Epoch 1636 | loss: 0.0311375 | val_loss: 0.0311549 | Time: 3907.62 ms [2022-04-03 01:50:02 main:574] : INFO : Epoch 1637 | loss: 0.0311359 | val_loss: 0.031153 | Time: 3768.65 ms [2022-04-03 01:50:06 main:574] : INFO : Epoch 1638 | loss: 0.0311354 | val_loss: 0.0311481 | Time: 3808.22 ms [2022-04-03 01:50:10 main:574] : INFO : Epoch 1639 | loss: 0.0311345 | val_loss: 0.0311486 | Time: 3802.31 ms [2022-04-03 01:50:14 main:574] : INFO : Epoch 1640 | loss: 0.0311336 | val_loss: 0.0311518 | Time: 3809.48 ms [2022-04-03 01:50:18 main:574] : INFO : Epoch 1641 | loss: 0.0311321 | val_loss: 0.0311637 | Time: 3894.7 ms [2022-04-03 01:50:22 main:574] : INFO : Epoch 1642 | loss: 0.0311344 | val_loss: 0.0311534 | Time: 3888.27 ms [2022-04-03 01:50:26 main:574] : INFO : Epoch 1643 | loss: 0.0311378 | val_loss: 0.0311589 | Time: 3876.82 ms [2022-04-03 01:50:29 main:574] : INFO : Epoch 1644 | loss: 0.0311343 | val_loss: 0.0311511 | Time: 3866.4 ms [2022-04-03 01:50:33 main:574] : INFO : Epoch 1645 | loss: 0.0311357 | val_loss: 0.0311613 | Time: 3879.18 ms [2022-04-03 01:50:37 main:574] : INFO : Epoch 1646 | loss: 0.0311329 | val_loss: 0.031162 | Time: 3822.38 ms [2022-04-03 01:50:41 main:574] : INFO : Epoch 1647 | loss: 0.0311318 | val_loss: 0.0311565 | Time: 3755.19 ms [2022-04-03 01:50:45 main:574] : INFO : Epoch 1648 | loss: 0.0311323 | val_loss: 0.0311553 | Time: 4240.42 ms [2022-04-03 01:50:49 main:574] : INFO : Epoch 1649 | loss: 0.0311351 | val_loss: 0.0311527 | Time: 4242.66 ms [2022-04-03 01:51:04 main:574] : INFO : Epoch 1650 | loss: 0.0311347 | val_loss: 0.0311545 | Time: 14267 ms [2022-04-03 01:51:07 main:574] : INFO : Epoch 1651 | loss: 0.031134 | val_loss: 0.0311544 | Time: 3644.61 ms [2022-04-03 01:51:11 main:574] : INFO : Epoch 1652 | loss: 0.0311328 | val_loss: 0.0311569 | Time: 3364.18 ms [2022-04-03 01:51:14 main:574] : INFO : Epoch 1653 | loss: 0.0311324 | val_loss: 0.0311561 | Time: 3487.66 ms [2022-04-03 01:51:18 main:574] : INFO : Epoch 1654 | loss: 0.0311322 | val_loss: 0.0311516 | Time: 3518.24 ms [2022-04-03 01:51:21 main:574] : INFO : Epoch 1655 | loss: 0.031131 | val_loss: 0.0311582 | Time: 3551.3 ms [2022-04-03 01:51:25 main:574] : INFO : Epoch 1656 | loss: 0.0311312 | val_loss: 0.0311639 | Time: 3542.11 ms [2022-04-03 01:51:28 main:574] : INFO : Epoch 1657 | loss: 0.0311335 | val_loss: 0.0311567 | Time: 3432.6 ms [2022-04-03 01:51:32 main:574] : INFO : Epoch 1658 | loss: 0.0311296 | val_loss: 0.0311584 | Time: 3524.03 ms [2022-04-03 01:51:35 main:574] : INFO : Epoch 1659 | loss: 0.0311337 | val_loss: 0.0311605 | Time: 3461.03 ms [2022-04-03 01:51:39 main:574] : INFO : Epoch 1660 | loss: 0.0311317 | val_loss: 0.0311537 | Time: 3599.17 ms [2022-04-03 01:51:42 main:574] : INFO : Epoch 1661 | loss: 0.0311303 | val_loss: 0.0311542 | Time: 3455.85 ms [2022-04-03 01:51:46 main:574] : INFO : Epoch 1662 | loss: 0.0311305 | val_loss: 0.0311553 | Time: 3591.79 ms [2022-04-03 01:51:49 main:574] : INFO : Epoch 1663 | loss: 0.0311305 | val_loss: 0.0311525 | Time: 3490.22 ms [2022-04-03 01:51:53 main:574] : INFO : Epoch 1664 | loss: 0.0311292 | val_loss: 0.0311536 | Time: 3833.04 ms [2022-04-03 01:51:57 main:574] : INFO : Epoch 1665 | loss: 0.0311318 | val_loss: 0.0311582 | Time: 3711.77 ms [2022-04-03 01:52:01 main:574] : INFO : Epoch 1666 | loss: 0.0311339 | val_loss: 0.031163 | Time: 3940.22 ms [2022-04-03 01:52:05 main:574] : INFO : Epoch 1667 | loss: 0.0311333 | val_loss: 0.0311581 | Time: 3942.6 ms [2022-04-03 01:52:09 main:574] : INFO : Epoch 1668 | loss: 0.0311325 | val_loss: 0.0311578 | Time: 3904.11 ms [2022-04-03 01:52:13 main:574] : INFO : Epoch 1669 | loss: 0.0311303 | val_loss: 0.0311562 | Time: 3869.98 ms [2022-04-03 01:52:16 main:574] : INFO : Epoch 1670 | loss: 0.0311311 | val_loss: 0.0311588 | Time: 3847.92 ms [2022-04-03 01:52:20 main:574] : INFO : Epoch 1671 | loss: 0.0311305 | val_loss: 0.0311671 | Time: 3976.08 ms [2022-04-03 01:52:24 main:574] : INFO : Epoch 1672 | loss: 0.0311305 | val_loss: 0.0311586 | Time: 3917.14 ms [2022-04-03 01:52:28 main:574] : INFO : Epoch 1673 | loss: 0.0311279 | val_loss: 0.0311542 | Time: 3943.52 ms [2022-04-03 01:52:32 main:574] : INFO : Epoch 1674 | loss: 0.0311315 | val_loss: 0.031158 | Time: 3792.46 ms [2022-04-03 01:52:36 main:574] : INFO : Epoch 1675 | loss: 0.0311332 | val_loss: 0.031154 | Time: 3759.91 ms [2022-04-03 01:52:40 main:574] : INFO : Epoch 1676 | loss: 0.0311316 | val_loss: 0.0311548 | Time: 3890.72 ms [2022-04-03 01:52:43 main:574] : INFO : Epoch 1677 | loss: 0.0311348 | val_loss: 0.0311567 | Time: 3773.92 ms [2022-04-03 01:52:47 main:574] : INFO : Epoch 1678 | loss: 0.0311324 | val_loss: 0.0311641 | Time: 3718.99 ms [2022-04-03 01:52:51 main:574] : INFO : Epoch 1679 | loss: 0.0311325 | val_loss: 0.0311613 | Time: 3869.57 ms [2022-04-03 01:52:55 main:574] : INFO : Epoch 1680 | loss: 0.0311326 | val_loss: 0.0311638 | Time: 3890.6 ms [2022-04-03 01:52:59 main:574] : INFO : Epoch 1681 | loss: 0.0311325 | val_loss: 0.0311588 | Time: 4028.88 ms [2022-04-03 01:53:03 main:574] : INFO : Epoch 1682 | loss: 0.0311326 | val_loss: 0.0311575 | Time: 3757.94 ms [2022-04-03 01:53:07 main:574] : INFO : Epoch 1683 | loss: 0.0311344 | val_loss: 0.0311528 | Time: 3804.13 ms [2022-04-03 01:53:10 main:574] : INFO : Epoch 1684 | loss: 0.0311344 | val_loss: 0.0311592 | Time: 3767.05 ms [2022-04-03 01:53:14 main:574] : INFO : Epoch 1685 | loss: 0.0311327 | val_loss: 0.0311625 | Time: 3796.19 ms [2022-04-03 01:53:18 main:574] : INFO : Epoch 1686 | loss: 0.0311628 | val_loss: 0.0311671 | Time: 3815.37 ms [2022-04-03 01:53:22 main:574] : INFO : Epoch 1687 | loss: 0.0311643 | val_loss: 0.031165 | Time: 3935.78 ms [2022-04-03 01:53:26 main:574] : INFO : Epoch 1688 | loss: 0.0311578 | val_loss: 0.0311615 | Time: 3777.6 ms [2022-04-03 01:53:29 main:574] : INFO : Epoch 1689 | loss: 0.0311552 | val_loss: 0.031163 | Time: 3758.31 ms [2022-04-03 01:53:33 main:574] : INFO : Epoch 1690 | loss: 0.0311545 | val_loss: 0.0311577 | Time: 3385.46 ms [2022-04-03 01:53:36 main:574] : INFO : Epoch 1691 | loss: 0.0311533 | val_loss: 0.031161 | Time: 3416.78 ms [2022-04-03 01:53:40 main:574] : INFO : Epoch 1692 | loss: 0.0311503 | val_loss: 0.0311603 | Time: 3480.69 ms [2022-04-03 01:53:43 main:574] : INFO : Epoch 1693 | loss: 0.0311487 | val_loss: 0.031159 | Time: 3439.04 ms [2022-04-03 01:53:47 main:574] : INFO : Epoch 1694 | loss: 0.0311426 | val_loss: 0.0311561 | Time: 3407.07 ms [2022-04-03 01:53:50 main:574] : INFO : Epoch 1695 | loss: 0.031144 | val_loss: 0.0311583 | Time: 3470.53 ms [2022-04-03 01:53:54 main:574] : INFO : Epoch 1696 | loss: 0.031141 | val_loss: 0.0311597 | Time: 3581.31 ms [2022-04-03 01:53:57 main:574] : INFO : Epoch 1697 | loss: 0.0311413 | val_loss: 0.0311573 | Time: 3469.85 ms [2022-04-03 01:54:01 main:574] : INFO : Epoch 1698 | loss: 0.0311402 | val_loss: 0.0311554 | Time: 3506.27 ms [2022-04-03 01:54:04 main:574] : INFO : Epoch 1699 | loss: 0.0311417 | val_loss: 0.0311572 | Time: 3412.61 ms [2022-04-03 01:54:08 main:574] : INFO : Epoch 1700 | loss: 0.0311395 | val_loss: 0.031154 | Time: 3519.23 ms [2022-04-03 01:54:11 main:574] : INFO : Epoch 1701 | loss: 0.0311393 | val_loss: 0.0311566 | Time: 3402.08 ms [2022-04-03 01:54:14 main:574] : INFO : Epoch 1702 | loss: 0.0311386 | val_loss: 0.0311577 | Time: 3507.25 ms [2022-04-03 01:54:18 main:574] : INFO : Epoch 1703 | loss: 0.0311385 | val_loss: 0.0311551 | Time: 3491.66 ms [2022-04-03 01:54:22 main:574] : INFO : Epoch 1704 | loss: 0.0311376 | val_loss: 0.0311554 | Time: 3584.23 ms [2022-04-03 01:54:25 main:574] : INFO : Epoch 1705 | loss: 0.0311374 | val_loss: 0.0311614 | Time: 3411.16 ms [2022-04-03 01:54:28 main:574] : INFO : Epoch 1706 | loss: 0.0311448 | val_loss: 0.0311625 | Time: 3503.02 ms [2022-04-03 01:54:32 main:574] : INFO : Epoch 1707 | loss: 0.0311377 | val_loss: 0.0311573 | Time: 3838.47 ms [2022-04-03 01:54:36 main:574] : INFO : Epoch 1708 | loss: 0.0311449 | val_loss: 0.0311568 | Time: 3809.71 ms [2022-04-03 01:54:40 main:574] : INFO : Epoch 1709 | loss: 0.031147 | val_loss: 0.0311543 | Time: 3995.92 ms [2022-04-03 01:54:44 main:574] : INFO : Epoch 1710 | loss: 0.031148 | val_loss: 0.0311628 | Time: 3902.73 ms [2022-04-03 01:54:48 main:574] : INFO : Epoch 1711 | loss: 0.0311517 | val_loss: 0.0311573 | Time: 3845.49 ms [2022-04-03 01:54:52 main:574] : INFO : Epoch 1712 | loss: 0.0311485 | val_loss: 0.0311566 | Time: 3820.28 ms [2022-04-03 01:54:55 main:574] : INFO : Epoch 1713 | loss: 0.0311473 | val_loss: 0.0311615 | Time: 3240.52 ms [2022-04-03 01:54:58 main:574] : INFO : Epoch 1714 | loss: 0.031145 | val_loss: 0.0311618 | Time: 3236 ms [2022-04-03 01:55:01 main:574] : INFO : Epoch 1715 | loss: 0.031146 | val_loss: 0.0311626 | Time: 3164.92 ms [2022-04-03 01:55:05 main:574] : INFO : Epoch 1716 | loss: 0.0311456 | val_loss: 0.0311611 | Time: 3144.06 ms [2022-04-03 01:55:08 main:574] : INFO : Epoch 1717 | loss: 0.0311467 | val_loss: 0.031163 | Time: 3097.37 ms [2022-04-03 01:55:11 main:574] : INFO : Epoch 1718 | loss: 0.031146 | val_loss: 0.0311582 | Time: 3219.11 ms [2022-04-03 01:55:14 main:574] : INFO : Epoch 1719 | loss: 0.0311445 | val_loss: 0.031158 | Time: 3131.49 ms [2022-04-03 01:55:17 main:574] : INFO : Epoch 1720 | loss: 0.0311466 | val_loss: 0.0311578 | Time: 3179.88 ms [2022-04-03 01:55:20 main:574] : INFO : Epoch 1721 | loss: 0.0311439 | val_loss: 0.0311571 | Time: 3182.3 ms [2022-04-03 01:55:24 main:574] : INFO : Epoch 1722 | loss: 0.0311411 | val_loss: 0.0311597 | Time: 3153.88 ms [2022-04-03 01:55:27 main:574] : INFO : Epoch 1723 | loss: 0.0311418 | val_loss: 0.0311564 | Time: 3089.68 ms [2022-04-03 01:55:30 main:574] : INFO : Epoch 1724 | loss: 0.0311408 | val_loss: 0.0311556 | Time: 3265.75 ms [2022-04-03 01:55:33 main:574] : INFO : Epoch 1725 | loss: 0.0311406 | val_loss: 0.0311558 | Time: 3176.59 ms [2022-04-03 01:55:36 main:574] : INFO : Epoch 1726 | loss: 0.0311414 | val_loss: 0.0311547 | Time: 3175.67 ms [2022-04-03 01:55:39 main:574] : INFO : Epoch 1727 | loss: 0.0311409 | val_loss: 0.0311603 | Time: 3047.38 ms [2022-04-03 01:55:42 main:574] : INFO : Epoch 1728 | loss: 0.0311403 | val_loss: 0.0311582 | Time: 3146.48 ms [2022-04-03 01:55:46 main:574] : INFO : Epoch 1729 | loss: 0.0311403 | val_loss: 0.0311519 | Time: 3147.64 ms [2022-04-03 01:55:49 main:574] : INFO : Epoch 1730 | loss: 0.0311392 | val_loss: 0.0311517 | Time: 3092.62 ms [2022-04-03 01:55:52 main:574] : INFO : Epoch 1731 | loss: 0.031143 | val_loss: 0.0311523 | Time: 3100.81 ms [2022-04-03 01:55:55 main:574] : INFO : Epoch 1732 | loss: 0.0311415 | val_loss: 0.031155 | Time: 2876.6 ms [2022-04-03 01:55:58 main:574] : INFO : Epoch 1733 | loss: 0.0311406 | val_loss: 0.0311538 | Time: 2847.92 ms [2022-04-03 01:56:00 main:574] : INFO : Epoch 1734 | loss: 0.031139 | val_loss: 0.0311502 | Time: 2850.47 ms [2022-04-03 01:56:03 main:574] : INFO : Epoch 1735 | loss: 0.0311379 | val_loss: 0.0311528 | Time: 2857.58 ms [2022-04-03 01:56:06 main:574] : INFO : Epoch 1736 | loss: 0.0311387 | val_loss: 0.0311503 | Time: 2797.78 ms [2022-04-03 01:56:09 main:574] : INFO : Epoch 1737 | loss: 0.0311374 | val_loss: 0.0311503 | Time: 2838.07 ms [2022-04-03 01:56:12 main:574] : INFO : Epoch 1738 | loss: 0.0311373 | val_loss: 0.0311524 | Time: 2818.63 ms [2022-04-03 01:56:14 main:574] : INFO : Epoch 1739 | loss: 0.0311395 | val_loss: 0.031153 | Time: 2780.73 ms [2022-04-03 01:56:18 main:574] : INFO : Epoch 1740 | loss: 0.031139 | val_loss: 0.0311506 | Time: 3186.8 ms [2022-04-03 01:56:21 main:574] : INFO : Epoch 1741 | loss: 0.0311378 | val_loss: 0.0311585 | Time: 2924.91 ms [2022-04-03 01:56:24 main:574] : INFO : Epoch 1742 | loss: 0.031139 | val_loss: 0.0311535 | Time: 2907.7 ms [2022-04-03 01:56:26 main:574] : INFO : Epoch 1743 | loss: 0.0311413 | val_loss: 0.0311574 | Time: 2797.04 ms [2022-04-03 01:56:29 main:574] : INFO : Epoch 1744 | loss: 0.0311401 | val_loss: 0.0311549 | Time: 2867.5 ms [2022-04-03 01:56:32 main:574] : INFO : Epoch 1745 | loss: 0.0311379 | val_loss: 0.0311525 | Time: 2800.5 ms [2022-04-03 01:56:35 main:574] : INFO : Epoch 1746 | loss: 0.0311372 | val_loss: 0.0311535 | Time: 2807.62 ms [2022-04-03 01:56:38 main:574] : INFO : Epoch 1747 | loss: 0.0311376 | val_loss: 0.0311574 | Time: 2808.88 ms [2022-04-03 01:56:40 main:574] : INFO : Epoch 1748 | loss: 0.031137 | val_loss: 0.0311536 | Time: 2746.85 ms [2022-04-03 01:56:43 main:574] : INFO : Epoch 1749 | loss: 0.0311371 | val_loss: 0.031158 | Time: 2768.65 ms [2022-04-03 01:56:46 main:574] : INFO : Epoch 1750 | loss: 0.0311407 | val_loss: 0.0311628 | Time: 2873.43 ms [2022-04-03 01:56:49 main:574] : INFO : Epoch 1751 | loss: 0.0311387 | val_loss: 0.0311616 | Time: 2800.17 ms [2022-04-03 01:56:52 main:574] : INFO : Epoch 1752 | loss: 0.0311362 | val_loss: 0.031156 | Time: 2856.22 ms [2022-04-03 01:56:55 main:574] : INFO : Epoch 1753 | loss: 0.0311351 | val_loss: 0.0311574 | Time: 3096.07 ms [2022-04-03 01:56:58 main:574] : INFO : Epoch 1754 | loss: 0.0311366 | val_loss: 0.0311617 | Time: 3273.77 ms [2022-04-03 01:57:01 main:574] : INFO : Epoch 1755 | loss: 0.0311336 | val_loss: 0.0311533 | Time: 3300.6 ms [2022-04-03 01:57:05 main:574] : INFO : Epoch 1756 | loss: 0.031131 | val_loss: 0.0311578 | Time: 3301.14 ms [2022-04-03 01:57:08 main:574] : INFO : Epoch 1757 | loss: 0.0311346 | val_loss: 0.0311537 | Time: 3120.18 ms [2022-04-03 01:57:11 main:574] : INFO : Epoch 1758 | loss: 0.031133 | val_loss: 0.0311595 | Time: 3105.83 ms [2022-04-03 01:57:14 main:574] : INFO : Epoch 1759 | loss: 0.0311331 | val_loss: 0.0311589 | Time: 3129.84 ms [2022-04-03 01:57:17 main:574] : INFO : Epoch 1760 | loss: 0.031132 | val_loss: 0.031158 | Time: 3153.56 ms [2022-04-03 01:57:20 main:574] : INFO : Epoch 1761 | loss: 0.0311325 | val_loss: 0.0311589 | Time: 3107.47 ms [2022-04-03 01:57:23 main:574] : INFO : Epoch 1762 | loss: 0.0311327 | val_loss: 0.0311623 | Time: 3181.69 ms [2022-04-03 01:57:27 main:574] : INFO : Epoch 1763 | loss: 0.0311337 | val_loss: 0.031155 | Time: 3112.67 ms [2022-04-03 01:57:30 main:574] : INFO : Epoch 1764 | loss: 0.0311351 | val_loss: 0.0311568 | Time: 3161.61 ms [2022-04-03 01:57:33 main:574] : INFO : Epoch 1765 | loss: 0.0311351 | val_loss: 0.0311567 | Time: 3162.25 ms [2022-04-03 01:57:36 main:574] : INFO : Epoch 1766 | loss: 0.0311371 | val_loss: 0.0311544 | Time: 3213.55 ms [2022-04-03 01:57:39 main:574] : INFO : Epoch 1767 | loss: 0.0311422 | val_loss: 0.0311561 | Time: 3085.52 ms [2022-04-03 01:57:42 main:574] : INFO : Epoch 1768 | loss: 0.0311395 | val_loss: 0.0311557 | Time: 3123.26 ms [2022-04-03 01:57:45 main:574] : INFO : Epoch 1769 | loss: 0.0311373 | val_loss: 0.0311569 | Time: 3097.35 ms [2022-04-03 01:57:49 main:574] : INFO : Epoch 1770 | loss: 0.0311361 | val_loss: 0.0311554 | Time: 3171.05 ms [2022-04-03 01:57:52 main:574] : INFO : Epoch 1771 | loss: 0.0311345 | val_loss: 0.0311536 | Time: 3191.78 ms [2022-04-03 01:57:55 main:574] : INFO : Epoch 1772 | loss: 0.0311337 | val_loss: 0.0311548 | Time: 3119.86 ms [2022-04-03 01:57:58 main:574] : INFO : Epoch 1773 | loss: 0.0311325 | val_loss: 0.0311577 | Time: 3100.46 ms [2022-04-03 01:58:01 main:574] : INFO : Epoch 1774 | loss: 0.0311327 | val_loss: 0.0311576 | Time: 3135.52 ms [2022-04-03 01:58:04 main:574] : INFO : Epoch 1775 | loss: 0.0311333 | val_loss: 0.0311546 | Time: 3211.48 ms [2022-04-03 01:58:08 main:574] : INFO : Epoch 1776 | loss: 0.0311303 | val_loss: 0.0311519 | Time: 3204.34 ms [2022-04-03 01:58:11 main:574] : INFO : Epoch 1777 | loss: 0.0311319 | val_loss: 0.0311555 | Time: 3139.69 ms [2022-04-03 01:58:14 main:574] : INFO : Epoch 1778 | loss: 0.0311329 | val_loss: 0.03115 | Time: 2789.78 ms [2022-04-03 01:58:16 main:574] : INFO : Epoch 1779 | loss: 0.0311325 | val_loss: 0.031148 | Time: 2798.53 ms [2022-04-03 01:58:19 main:574] : INFO : Epoch 1780 | loss: 0.0311342 | val_loss: 0.0311493 | Time: 2887.74 ms [2022-04-03 01:58:22 main:574] : INFO : Epoch 1781 | loss: 0.031134 | val_loss: 0.0311512 | Time: 2828.6 ms [2022-04-03 01:58:25 main:574] : INFO : Epoch 1782 | loss: 0.0311326 | val_loss: 0.0311561 | Time: 2831.97 ms [2022-04-03 01:58:28 main:574] : INFO : Epoch 1783 | loss: 0.0311336 | val_loss: 0.0311522 | Time: 2835.57 ms [2022-04-03 01:58:31 main:574] : INFO : Epoch 1784 | loss: 0.0311336 | val_loss: 0.0311478 | Time: 2761.78 ms [2022-04-03 01:58:33 main:574] : INFO : Epoch 1785 | loss: 0.031131 | val_loss: 0.0311527 | Time: 2780.46 ms [2022-04-03 01:58:36 main:574] : INFO : Epoch 1786 | loss: 0.0311324 | val_loss: 0.0311574 | Time: 2846.37 ms [2022-04-03 01:58:39 main:574] : INFO : Epoch 1787 | loss: 0.0311307 | val_loss: 0.0311533 | Time: 2755.82 ms [2022-04-03 01:58:42 main:574] : INFO : Epoch 1788 | loss: 0.0311351 | val_loss: 0.0311586 | Time: 2781.99 ms [2022-04-03 01:58:44 main:574] : INFO : Epoch 1789 | loss: 0.0311321 | val_loss: 0.0311566 | Time: 2815.98 ms [2022-04-03 01:58:47 main:574] : INFO : Epoch 1790 | loss: 0.0311305 | val_loss: 0.0311531 | Time: 2832.04 ms [2022-04-03 01:58:50 main:574] : INFO : Epoch 1791 | loss: 0.0311309 | val_loss: 0.031155 | Time: 2879.76 ms [2022-04-03 01:58:53 main:574] : INFO : Epoch 1792 | loss: 0.0311308 | val_loss: 0.0311519 | Time: 2888.05 ms [2022-04-03 01:58:56 main:574] : INFO : Epoch 1793 | loss: 0.0311288 | val_loss: 0.0311468 | Time: 2937.22 ms [2022-04-03 01:58:59 main:574] : INFO : Epoch 1794 | loss: 0.0311304 | val_loss: 0.0311471 | Time: 2840.58 ms [2022-04-03 01:59:02 main:574] : INFO : Epoch 1795 | loss: 0.0311284 | val_loss: 0.0311502 | Time: 2938.36 ms [2022-04-03 01:59:05 main:574] : INFO : Epoch 1796 | loss: 0.0311289 | val_loss: 0.0311483 | Time: 2784.21 ms [2022-04-03 01:59:07 main:574] : INFO : Epoch 1797 | loss: 0.0311285 | val_loss: 0.0311488 | Time: 2759.63 ms [2022-04-03 01:59:10 main:574] : INFO : Epoch 1798 | loss: 0.0311316 | val_loss: 0.0311495 | Time: 2819.71 ms [2022-04-03 01:59:13 main:574] : INFO : Epoch 1799 | loss: 0.0311302 | val_loss: 0.0311555 | Time: 3015.96 ms [2022-04-03 01:59:16 main:574] : INFO : Epoch 1800 | loss: 0.0311293 | val_loss: 0.0311537 | Time: 3183.74 ms [2022-04-03 01:59:20 main:574] : INFO : Epoch 1801 | loss: 0.0311281 | val_loss: 0.0311587 | Time: 3226.29 ms [2022-04-03 01:59:23 main:574] : INFO : Epoch 1802 | loss: 0.0311301 | val_loss: 0.0311592 | Time: 3158.82 ms [2022-04-03 01:59:26 main:574] : INFO : Epoch 1803 | loss: 0.0311293 | val_loss: 0.0311586 | Time: 3094.8 ms [2022-04-03 01:59:29 main:574] : INFO : Epoch 1804 | loss: 0.0311283 | val_loss: 0.0311583 | Time: 3065.68 ms [2022-04-03 01:59:32 main:574] : INFO : Epoch 1805 | loss: 0.0311367 | val_loss: 0.0311626 | Time: 3227.6 ms [2022-04-03 01:59:35 main:574] : INFO : Epoch 1806 | loss: 0.0311649 | val_loss: 0.0311655 | Time: 3162.01 ms [2022-04-03 01:59:39 main:574] : INFO : Epoch 1807 | loss: 0.0311579 | val_loss: 0.0311607 | Time: 3251.09 ms [2022-04-03 01:59:42 main:574] : INFO : Epoch 1808 | loss: 0.031155 | val_loss: 0.0311576 | Time: 3179.59 ms [2022-04-03 01:59:45 main:574] : INFO : Epoch 1809 | loss: 0.0311526 | val_loss: 0.031159 | Time: 3120.95 ms [2022-04-03 01:59:48 main:574] : INFO : Epoch 1810 | loss: 0.0311487 | val_loss: 0.0311554 | Time: 3182.85 ms [2022-04-03 01:59:51 main:574] : INFO : Epoch 1811 | loss: 0.0311483 | val_loss: 0.0311545 | Time: 3138.73 ms [2022-04-03 01:59:54 main:574] : INFO : Epoch 1812 | loss: 0.0311468 | val_loss: 0.0311565 | Time: 3156.13 ms [2022-04-03 01:59:58 main:574] : INFO : Epoch 1813 | loss: 0.0311467 | val_loss: 0.0311727 | Time: 3110.78 ms [2022-04-03 02:00:01 main:574] : INFO : Epoch 1814 | loss: 0.0312095 | val_loss: 0.031988 | Time: 3115.52 ms [2022-04-03 02:00:04 main:574] : INFO : Epoch 1815 | loss: 0.0349965 | val_loss: 0.0345213 | Time: 3243.28 ms [2022-04-03 02:00:07 main:574] : INFO : Epoch 1816 | loss: 0.0342077 | val_loss: 0.032221 | Time: 3193.93 ms [2022-04-03 02:00:10 main:574] : INFO : Epoch 1817 | loss: 0.0316072 | val_loss: 0.031412 | Time: 3035.47 ms [2022-04-03 02:00:13 main:574] : INFO : Epoch 1818 | loss: 0.0312785 | val_loss: 0.031245 | Time: 3217.75 ms [2022-04-03 02:00:17 main:574] : INFO : Epoch 1819 | loss: 0.0312208 | val_loss: 0.0312032 | Time: 3206.5 ms [2022-04-03 02:00:20 main:574] : INFO : Epoch 1820 | loss: 0.0311965 | val_loss: 0.0311854 | Time: 3441.92 ms [2022-04-03 02:00:23 main:574] : INFO : Epoch 1821 | loss: 0.0311871 | val_loss: 0.03118 | Time: 3344.84 ms [2022-04-03 02:00:47 main:574] : INFO : Epoch 1822 | loss: 0.0311777 | val_loss: 0.0311683 | Time: 23228.1 ms [2022-04-03 02:00:50 main:574] : INFO : Epoch 1823 | loss: 0.0311657 | val_loss: 0.0311607 | Time: 2937.98 ms [2022-04-03 02:00:53 main:574] : INFO : Epoch 1824 | loss: 0.0311543 | val_loss: 0.0311557 | Time: 3007.14 ms [2022-04-03 02:00:56 main:574] : INFO : Epoch 1825 | loss: 0.0311512 | val_loss: 0.0311536 | Time: 2992.5 ms [2022-04-03 02:00:58 main:574] : INFO : Epoch 1826 | loss: 0.0311492 | val_loss: 0.0311566 | Time: 2921.9 ms [2022-04-03 02:01:01 main:574] : INFO : Epoch 1827 | loss: 0.0311472 | val_loss: 0.0311574 | Time: 3000.31 ms [2022-04-03 02:01:04 main:574] : INFO : Epoch 1828 | loss: 0.0311459 | val_loss: 0.0311538 | Time: 3014.67 ms [2022-04-03 02:01:18 main:574] : INFO : Epoch 1829 | loss: 0.0311455 | val_loss: 0.0311512 | Time: 13033.8 ms [2022-04-03 02:01:20 main:574] : INFO : Epoch 1830 | loss: 0.0311451 | val_loss: 0.0311512 | Time: 2890 ms [2022-04-03 02:01:23 main:574] : INFO : Epoch 1831 | loss: 0.031146 | val_loss: 0.0311586 | Time: 2904.27 ms [2022-04-03 02:01:26 main:574] : INFO : Epoch 1832 | loss: 0.0311501 | val_loss: 0.0311626 | Time: 3013.92 ms [2022-04-03 02:01:29 main:574] : INFO : Epoch 1833 | loss: 0.0311461 | val_loss: 0.0311603 | Time: 2980.23 ms [2022-04-03 02:01:32 main:574] : INFO : Epoch 1834 | loss: 0.0311451 | val_loss: 0.0311564 | Time: 3001.15 ms [2022-04-03 02:01:35 main:574] : INFO : Epoch 1835 | loss: 0.0311449 | val_loss: 0.0311571 | Time: 2950.93 ms [2022-04-03 02:01:38 main:574] : INFO : Epoch 1836 | loss: 0.0311452 | val_loss: 0.0311534 | Time: 2978.34 ms [2022-04-03 02:01:42 main:574] : INFO : Epoch 1837 | loss: 0.0311438 | val_loss: 0.0311568 | Time: 3433.26 ms [2022-04-03 02:02:45 main:574] : INFO : Epoch 1838 | loss: 0.0311432 | val_loss: 0.0311534 | Time: 63734.2 ms [2022-04-03 02:02:49 main:574] : INFO : Epoch 1839 | loss: 0.0311421 | val_loss: 0.0311541 | Time: 3078.49 ms [2022-04-03 02:02:51 main:574] : INFO : Epoch 1840 | loss: 0.0311448 | val_loss: 0.0311599 | Time: 2939.9 ms [2022-04-03 02:02:54 main:574] : INFO : Epoch 1841 | loss: 0.0311435 | val_loss: 0.0311578 | Time: 2950.64 ms [2022-04-03 02:02:57 main:574] : INFO : Epoch 1842 | loss: 0.0311463 | val_loss: 0.0311545 | Time: 2924.37 ms [2022-04-03 02:03:00 main:574] : INFO : Epoch 1843 | loss: 0.0311481 | val_loss: 0.0311624 | Time: 3055.34 ms [2022-04-03 02:03:04 main:574] : INFO : Epoch 1844 | loss: 0.0311477 | val_loss: 0.031154 | Time: 3320.77 ms [2022-04-03 02:10:00 main:574] : INFO : Epoch 1845 | loss: 0.0311435 | val_loss: 0.0311583 | Time: 415986 ms [2022-04-03 02:10:03 main:574] : INFO : Epoch 1846 | loss: 0.0311422 | val_loss: 0.0311615 | Time: 2994.69 ms [2022-04-03 02:10:06 main:574] : INFO : Epoch 1847 | loss: 0.0311429 | val_loss: 0.0311563 | Time: 2840.12 ms [2022-04-03 02:10:09 main:574] : INFO : Epoch 1848 | loss: 0.0311468 | val_loss: 0.0311588 | Time: 2958.4 ms [2022-04-03 02:10:12 main:574] : INFO : Epoch 1849 | loss: 0.0311476 | val_loss: 0.0311577 | Time: 2993.28 ms [2022-04-03 02:10:15 main:574] : INFO : Epoch 1850 | loss: 0.0311459 | val_loss: 0.031157 | Time: 2975.06 ms [2022-04-03 02:10:17 main:574] : INFO : Epoch 1851 | loss: 0.0311444 | val_loss: 0.0311614 | Time: 2929.16 ms [2022-04-03 02:10:20 main:574] : INFO : Epoch 1852 | loss: 0.0311456 | val_loss: 0.0311581 | Time: 2959.33 ms [2022-04-03 02:10:23 main:574] : INFO : Epoch 1853 | loss: 0.0311425 | val_loss: 0.0311562 | Time: 2939.15 ms [2022-04-03 02:10:26 main:574] : INFO : Epoch 1854 | loss: 0.031143 | val_loss: 0.0311559 | Time: 3007.61 ms [2022-04-03 02:10:29 main:574] : INFO : Epoch 1855 | loss: 0.0311444 | val_loss: 0.031163 | Time: 2924.89 ms [2022-04-03 02:10:32 main:574] : INFO : Epoch 1856 | loss: 0.0311438 | val_loss: 0.0311584 | Time: 2933.67 ms [2022-04-03 02:10:35 main:574] : INFO : Epoch 1857 | loss: 0.0311428 | val_loss: 0.0311546 | Time: 2997.1 ms [2022-04-03 02:10:38 main:574] : INFO : Epoch 1858 | loss: 0.0311436 | val_loss: 0.0311523 | Time: 2918.86 ms [2022-04-03 02:10:41 main:574] : INFO : Epoch 1859 | loss: 0.0311421 | val_loss: 0.0311559 | Time: 2910.71 ms [2022-04-03 02:10:44 main:574] : INFO : Epoch 1860 | loss: 0.031141 | val_loss: 0.031152 | Time: 2948.39 ms [2022-04-03 02:10:47 main:574] : INFO : Epoch 1861 | loss: 0.0311414 | val_loss: 0.031157 | Time: 3294.4 ms [2022-04-03 02:12:11 main:574] : INFO : Epoch 1862 | loss: 0.0311426 | val_loss: 0.0311538 | Time: 83677.4 ms [2022-04-03 02:12:14 main:574] : INFO : Epoch 1863 | loss: 0.0311408 | val_loss: 0.0311564 | Time: 3019.25 ms [2022-04-03 02:12:17 main:574] : INFO : Epoch 1864 | loss: 0.0311388 | val_loss: 0.0311564 | Time: 2978.05 ms [2022-04-03 02:12:30 main:574] : INFO : Epoch 1865 | loss: 0.0311399 | val_loss: 0.031151 | Time: 13104 ms [2022-04-03 02:12:33 main:574] : INFO : Epoch 1866 | loss: 0.0311382 | val_loss: 0.0311504 | Time: 3012.41 ms [2022-04-03 02:12:36 main:574] : INFO : Epoch 1867 | loss: 0.0311379 | val_loss: 0.0311547 | Time: 2955 ms [2022-04-03 02:12:39 main:574] : INFO : Epoch 1868 | loss: 0.0311382 | val_loss: 0.0311533 | Time: 2953 ms [2022-04-03 02:12:42 main:574] : INFO : Epoch 1869 | loss: 0.0311369 | val_loss: 0.0311528 | Time: 3003.43 ms [2022-04-03 02:12:45 main:574] : INFO : Epoch 1870 | loss: 0.031137 | val_loss: 0.031153 | Time: 2979.12 ms [2022-04-03 02:12:48 main:574] : INFO : Epoch 1871 | loss: 0.0311379 | val_loss: 0.0311613 | Time: 2950.39 ms [2022-04-03 02:12:51 main:574] : INFO : Epoch 1872 | loss: 0.031137 | val_loss: 0.0311562 | Time: 2976.05 ms [2022-04-03 02:12:54 main:574] : INFO : Epoch 1873 | loss: 0.0311425 | val_loss: 0.0311597 | Time: 2986.83 ms [2022-04-03 02:12:57 main:574] : INFO : Epoch 1874 | loss: 0.0311383 | val_loss: 0.0311527 | Time: 2926.81 ms [2022-04-03 02:13:00 main:574] : INFO : Epoch 1875 | loss: 0.0311386 | val_loss: 0.0311541 | Time: 3007.73 ms [2022-04-03 02:13:03 main:574] : INFO : Epoch 1876 | loss: 0.031138 | val_loss: 0.031156 | Time: 3270.45 ms [2022-04-03 02:13:06 main:574] : INFO : Epoch 1877 | loss: 0.0311359 | val_loss: 0.0311579 | Time: 3277.9 ms [2022-04-03 02:14:30 main:574] : INFO : Epoch 1878 | loss: 0.0311369 | val_loss: 0.0311553 | Time: 83959.1 ms [2022-04-03 02:14:33 main:574] : INFO : Epoch 1879 | loss: 0.0311381 | val_loss: 0.0311556 | Time: 2963.06 ms [2022-04-03 02:14:36 main:574] : INFO : Epoch 1880 | loss: 0.0311375 | val_loss: 0.031154 | Time: 2952.38 ms [2022-04-03 02:14:39 main:574] : INFO : Epoch 1881 | loss: 0.0311399 | val_loss: 0.0311509 | Time: 3004.98 ms [2022-04-03 02:14:42 main:574] : INFO : Epoch 1882 | loss: 0.0311409 | val_loss: 0.031157 | Time: 2957.12 ms [2022-04-03 02:14:45 main:574] : INFO : Epoch 1883 | loss: 0.0311412 | val_loss: 0.0311552 | Time: 2954.43 ms [2022-04-03 02:14:48 main:574] : INFO : Epoch 1884 | loss: 0.0311389 | val_loss: 0.0311574 | Time: 2976.46 ms [2022-04-03 02:14:51 main:574] : INFO : Epoch 1885 | loss: 0.0311377 | val_loss: 0.0311596 | Time: 2938.42 ms [2022-04-03 02:14:54 main:574] : INFO : Epoch 1886 | loss: 0.0311381 | val_loss: 0.0311558 | Time: 3003.73 ms [2022-04-03 02:14:57 main:574] : INFO : Epoch 1887 | loss: 0.0311373 | val_loss: 0.0311559 | Time: 2981.11 ms [2022-04-03 02:15:00 main:574] : INFO : Epoch 1888 | loss: 0.0311388 | val_loss: 0.0311579 | Time: 2972.54 ms [2022-04-03 02:15:03 main:574] : INFO : Epoch 1889 | loss: 0.0311377 | val_loss: 0.0311628 | Time: 2950.34 ms [2022-04-03 02:15:06 main:574] : INFO : Epoch 1890 | loss: 0.0311387 | val_loss: 0.0311591 | Time: 2956.91 ms [2022-04-03 02:15:09 main:574] : INFO : Epoch 1891 | loss: 0.0311365 | val_loss: 0.0311557 | Time: 2993.69 ms [2022-04-03 02:15:12 main:574] : INFO : Epoch 1892 | loss: 0.0311368 | val_loss: 0.0311548 | Time: 2923.43 ms [2022-04-03 02:15:15 main:574] : INFO : Epoch 1893 | loss: 0.031137 | val_loss: 0.0311579 | Time: 2973.46 ms [2022-04-03 02:15:18 main:574] : INFO : Epoch 1894 | loss: 0.0311389 | val_loss: 0.0311572 | Time: 2947.34 ms [2022-04-03 02:16:42 main:574] : INFO : Epoch 1895 | loss: 0.0311405 | val_loss: 0.0311632 | Time: 83694 ms [2022-04-03 02:16:45 main:574] : INFO : Epoch 1896 | loss: 0.0311395 | val_loss: 0.03116 | Time: 2960.81 ms [2022-04-03 02:16:47 main:574] : INFO : Epoch 1897 | loss: 0.0311406 | val_loss: 0.0311554 | Time: 2928.39 ms [2022-04-03 02:17:01 main:574] : INFO : Epoch 1898 | loss: 0.0311419 | val_loss: 0.031167 | Time: 13058.5 ms [2022-04-03 02:17:04 main:574] : INFO : Epoch 1899 | loss: 0.0311376 | val_loss: 0.0311551 | Time: 3099.5 ms [2022-04-03 02:17:07 main:574] : INFO : Epoch 1900 | loss: 0.0311341 | val_loss: 0.0311584 | Time: 2893.58 ms [2022-04-03 02:17:09 main:574] : INFO : Epoch 1901 | loss: 0.0311336 | val_loss: 0.0311575 | Time: 2894.18 ms [2022-04-03 02:19:13 main:574] : INFO : Epoch 1902 | loss: 0.0311331 | val_loss: 0.0311586 | Time: 123439 ms [2022-04-03 02:19:16 main:574] : INFO : Epoch 1903 | loss: 0.0311327 | val_loss: 0.0311541 | Time: 2967.13 ms [2022-04-03 02:19:19 main:574] : INFO : Epoch 1904 | loss: 0.0311322 | val_loss: 0.0311584 | Time: 2926.54 ms [2022-04-03 02:19:22 main:574] : INFO : Epoch 1905 | loss: 0.0311323 | val_loss: 0.031158 | Time: 2906.91 ms [2022-04-03 02:19:25 main:574] : INFO : Epoch 1906 | loss: 0.0311329 | val_loss: 0.0311522 | Time: 2953.73 ms [2022-04-03 02:19:28 main:574] : INFO : Epoch 1907 | loss: 0.0311347 | val_loss: 0.0311625 | Time: 2987.94 ms [2022-04-03 02:19:31 main:574] : INFO : Epoch 1908 | loss: 0.0311351 | val_loss: 0.0311596 | Time: 3076.53 ms [2022-04-03 02:19:44 main:574] : INFO : Epoch 1909 | loss: 0.031135 | val_loss: 0.031155 | Time: 13232.2 ms [2022-04-03 02:19:47 main:574] : INFO : Epoch 1910 | loss: 0.031134 | val_loss: 0.0311525 | Time: 2931.21 ms [2022-04-03 02:19:50 main:574] : INFO : Epoch 1911 | loss: 0.0311345 | val_loss: 0.0311552 | Time: 3076.9 ms [2022-04-03 02:21:24 main:574] : INFO : Epoch 1912 | loss: 0.0311347 | val_loss: 0.0311566 | Time: 93755 ms [2022-04-03 02:21:27 main:574] : INFO : Epoch 1913 | loss: 0.0311325 | val_loss: 0.0311542 | Time: 2930.12 ms [2022-04-03 02:21:30 main:574] : INFO : Epoch 1914 | loss: 0.0311318 | val_loss: 0.0311561 | Time: 3014.09 ms [2022-04-03 02:21:33 main:574] : INFO : Epoch 1915 | loss: 0.0311329 | val_loss: 0.0311633 | Time: 2936.36 ms [2022-04-03 02:21:36 main:574] : INFO : Epoch 1916 | loss: 0.0311338 | val_loss: 0.0311609 | Time: 2928.03 ms [2022-04-03 02:21:38 main:574] : INFO : Epoch 1917 | loss: 0.0311326 | val_loss: 0.03116 | Time: 2871.67 ms [2022-04-03 02:21:41 main:574] : INFO : Epoch 1918 | loss: 0.0311315 | val_loss: 0.031158 | Time: 2900.38 ms [2022-04-03 02:21:55 main:574] : INFO : Epoch 1919 | loss: 0.0311343 | val_loss: 0.0311576 | Time: 13228.6 ms [2022-04-03 02:21:58 main:574] : INFO : Epoch 1920 | loss: 0.0311332 | val_loss: 0.0311638 | Time: 2962.12 ms [2022-04-03 02:22:01 main:574] : INFO : Epoch 1921 | loss: 0.0311335 | val_loss: 0.0311566 | Time: 2955.15 ms [2022-04-03 02:22:03 main:574] : INFO : Epoch 1922 | loss: 0.0311323 | val_loss: 0.0311627 | Time: 2890.13 ms [2022-04-03 02:22:06 main:574] : INFO : Epoch 1923 | loss: 0.0311317 | val_loss: 0.0311609 | Time: 2979.13 ms [2022-04-03 02:22:10 main:574] : INFO : Epoch 1924 | loss: 0.0311307 | val_loss: 0.03116 | Time: 3249.45 ms [2022-04-03 02:23:44 main:574] : INFO : Epoch 1925 | loss: 0.0311292 | val_loss: 0.0311609 | Time: 94049.4 ms [2022-04-03 02:23:47 main:574] : INFO : Epoch 1926 | loss: 0.0311322 | val_loss: 0.0311553 | Time: 2952.83 ms [2022-04-03 02:23:50 main:574] : INFO : Epoch 1927 | loss: 0.0311354 | val_loss: 0.0311631 | Time: 2978.82 ms [2022-04-03 02:23:53 main:574] : INFO : Epoch 1928 | loss: 0.031136 | val_loss: 0.0311547 | Time: 2951.19 ms [2022-04-03 02:23:56 main:574] : INFO : Epoch 1929 | loss: 0.0311341 | val_loss: 0.0311587 | Time: 2925.13 ms [2022-04-03 02:23:58 main:574] : INFO : Epoch 1930 | loss: 0.0311352 | val_loss: 0.0311607 | Time: 2961.99 ms [2022-04-03 02:24:01 main:574] : INFO : Epoch 1931 | loss: 0.0311336 | val_loss: 0.0311543 | Time: 3008.51 ms [2022-04-03 02:24:15 main:574] : INFO : Epoch 1932 | loss: 0.0311395 | val_loss: 0.0311634 | Time: 13231.2 ms [2022-04-03 02:24:18 main:574] : INFO : Epoch 1933 | loss: 0.0311362 | val_loss: 0.0311598 | Time: 3028.11 ms [2022-04-03 02:24:21 main:574] : INFO : Epoch 1934 | loss: 0.0311349 | val_loss: 0.0311552 | Time: 2989.9 ms [2022-04-03 02:24:24 main:574] : INFO : Epoch 1935 | loss: 0.0311351 | val_loss: 0.0311612 | Time: 2955.29 ms [2022-04-03 02:24:27 main:574] : INFO : Epoch 1936 | loss: 0.031137 | val_loss: 0.0311489 | Time: 3001.45 ms [2022-04-03 02:24:30 main:574] : INFO : Epoch 1937 | loss: 0.031135 | val_loss: 0.0311568 | Time: 3141.75 ms [2022-04-03 02:25:54 main:574] : INFO : Epoch 1938 | loss: 0.031136 | val_loss: 0.0311525 | Time: 83868.2 ms [2022-04-03 02:25:57 main:574] : INFO : Epoch 1939 | loss: 0.0311349 | val_loss: 0.0311544 | Time: 2917.19 ms [2022-04-03 02:26:00 main:574] : INFO : Epoch 1940 | loss: 0.0311334 | val_loss: 0.0311549 | Time: 3069.88 ms [2022-04-03 02:26:03 main:574] : INFO : Epoch 1941 | loss: 0.031132 | val_loss: 0.0311508 | Time: 2914.83 ms [2022-04-03 02:26:06 main:574] : INFO : Epoch 1942 | loss: 0.0311337 | val_loss: 0.0311538 | Time: 2971.43 ms [2022-04-03 02:26:09 main:574] : INFO : Epoch 1943 | loss: 0.0311335 | val_loss: 0.0311576 | Time: 3012.35 ms [2022-04-03 02:26:12 main:574] : INFO : Epoch 1944 | loss: 0.0311319 | val_loss: 0.0311533 | Time: 2973.95 ms [2022-04-03 02:26:35 main:574] : INFO : Epoch 1945 | loss: 0.0311326 | val_loss: 0.0311496 | Time: 23282.5 ms [2022-04-03 02:26:38 main:574] : INFO : Epoch 1946 | loss: 0.0311341 | val_loss: 0.0311555 | Time: 3592.48 ms [2022-04-03 02:26:42 main:574] : INFO : Epoch 1947 | loss: 0.0311345 | val_loss: 0.0311538 | Time: 3641.73 ms [2022-04-03 02:28:17 main:574] : INFO : Epoch 1948 | loss: 0.0311329 | val_loss: 0.0311552 | Time: 94395.8 ms [2022-04-03 02:28:20 main:574] : INFO : Epoch 1949 | loss: 0.0311305 | val_loss: 0.0311535 | Time: 3513.42 ms [2022-04-03 02:28:24 main:574] : INFO : Epoch 1950 | loss: 0.0311301 | val_loss: 0.0311616 | Time: 3442.27 ms [2022-04-03 02:28:27 main:574] : INFO : Epoch 1951 | loss: 0.0311319 | val_loss: 0.0311535 | Time: 3675.44 ms [2022-04-03 02:28:31 main:574] : INFO : Epoch 1952 | loss: 0.0311823 | val_loss: 0.0311894 | Time: 3560.58 ms [2022-04-03 02:28:34 main:574] : INFO : Epoch 1953 | loss: 0.0311722 | val_loss: 0.0311664 | Time: 3658.54 ms [2022-04-03 02:28:38 main:574] : INFO : Epoch 1954 | loss: 0.0311568 | val_loss: 0.0311565 | Time: 3705.28 ms [2022-04-03 02:28:42 main:574] : INFO : Epoch 1955 | loss: 0.0311505 | val_loss: 0.0311538 | Time: 3745.7 ms [2022-04-03 02:28:45 main:574] : INFO : Epoch 1956 | loss: 0.0311493 | val_loss: 0.0311531 | Time: 3611.46 ms [2022-04-03 02:28:49 main:574] : INFO : Epoch 1957 | loss: 0.0311451 | val_loss: 0.0311527 | Time: 3642.06 ms [2022-04-03 02:28:53 main:574] : INFO : Epoch 1958 | loss: 0.031143 | val_loss: 0.0311514 | Time: 3658.72 ms [2022-04-03 02:28:56 main:574] : INFO : Epoch 1959 | loss: 0.0311443 | val_loss: 0.0311543 | Time: 3623.2 ms [2022-04-03 02:29:00 main:574] : INFO : Epoch 1960 | loss: 0.0311426 | val_loss: 0.0311528 | Time: 3629.06 ms [2022-04-03 02:29:04 main:574] : INFO : Epoch 1961 | loss: 0.0311402 | val_loss: 0.0311559 | Time: 4031.42 ms [2022-04-03 02:29:08 main:574] : INFO : Epoch 1962 | loss: 0.0311395 | val_loss: 0.0311541 | Time: 4177.02 ms [2022-04-03 02:29:12 main:574] : INFO : Epoch 1963 | loss: 0.0311403 | val_loss: 0.0311516 | Time: 4120.64 ms [2022-04-03 02:29:17 main:574] : INFO : Epoch 1964 | loss: 0.0311413 | val_loss: 0.0311572 | Time: 4149.14 ms [2022-04-03 02:29:21 main:574] : INFO : Epoch 1965 | loss: 0.0311434 | val_loss: 0.0311569 | Time: 4116.86 ms [2022-04-03 02:29:25 main:574] : INFO : Epoch 1966 | loss: 0.0311409 | val_loss: 0.0311551 | Time: 4149.67 ms [2022-04-03 02:29:29 main:574] : INFO : Epoch 1967 | loss: 0.0311377 | val_loss: 0.0311512 | Time: 4360.79 ms [2022-04-03 02:29:33 main:574] : INFO : Epoch 1968 | loss: 0.0311386 | val_loss: 0.0311525 | Time: 4123.42 ms [2022-04-03 02:29:48 main:574] : INFO : Epoch 1969 | loss: 0.0311355 | val_loss: 0.0311533 | Time: 14374.2 ms [2022-04-03 02:29:52 main:574] : INFO : Epoch 1970 | loss: 0.0311355 | val_loss: 0.0311569 | Time: 4079.53 ms [2022-04-03 02:30:46 main:574] : INFO : Epoch 1971 | loss: 0.0311364 | val_loss: 0.0311544 | Time: 54336.5 ms [2022-04-03 02:30:50 main:574] : INFO : Epoch 1972 | loss: 0.0311366 | val_loss: 0.0311558 | Time: 3609.37 ms [2022-04-03 02:30:53 main:574] : INFO : Epoch 1973 | loss: 0.031149 | val_loss: 0.0311601 | Time: 3630.47 ms [2022-04-03 02:31:07 main:574] : INFO : Epoch 1974 | loss: 0.0311509 | val_loss: 0.0311607 | Time: 13773 ms [2022-04-03 02:31:11 main:574] : INFO : Epoch 1975 | loss: 0.0311495 | val_loss: 0.0311616 | Time: 3750.16 ms [2022-04-03 02:31:15 main:574] : INFO : Epoch 1976 | loss: 0.0311498 | val_loss: 0.0311643 | Time: 3706.84 ms [2022-04-03 02:31:28 main:574] : INFO : Epoch 1977 | loss: 0.0311478 | val_loss: 0.0311613 | Time: 13660.3 ms [2022-04-03 02:31:32 main:574] : INFO : Epoch 1978 | loss: 0.0311526 | val_loss: 0.0311611 | Time: 3642.32 ms [2022-04-03 02:31:36 main:574] : INFO : Epoch 1979 | loss: 0.031155 | val_loss: 0.031162 | Time: 4061.71 ms [2022-04-03 02:33:00 main:574] : INFO : Epoch 1980 | loss: 0.0311525 | val_loss: 0.0311582 | Time: 84123.9 ms [2022-04-03 02:33:04 main:574] : INFO : Epoch 1981 | loss: 0.0311507 | val_loss: 0.0311565 | Time: 3579.29 ms [2022-04-03 02:33:28 main:574] : INFO : Epoch 1982 | loss: 0.0311511 | val_loss: 0.0311605 | Time: 23902.2 ms [2022-04-03 02:33:31 main:574] : INFO : Epoch 1983 | loss: 0.0311512 | val_loss: 0.03116 | Time: 3647.87 ms [2022-04-03 02:33:35 main:574] : INFO : Epoch 1984 | loss: 0.0311523 | val_loss: 0.0311625 | Time: 3592.24 ms [2022-04-03 02:33:39 main:574] : INFO : Epoch 1985 | loss: 0.0311522 | val_loss: 0.0311596 | Time: 3719.91 ms [2022-04-03 02:33:42 main:574] : INFO : Epoch 1986 | loss: 0.0311502 | val_loss: 0.0311591 | Time: 3557.85 ms [2022-04-03 02:33:46 main:574] : INFO : Epoch 1987 | loss: 0.0311488 | val_loss: 0.0311602 | Time: 3658.19 ms [2022-04-03 02:33:49 main:574] : INFO : Epoch 1988 | loss: 0.0311484 | val_loss: 0.0311572 | Time: 3612.55 ms [2022-04-03 02:33:53 main:574] : INFO : Epoch 1989 | loss: 0.0311464 | val_loss: 0.0311579 | Time: 3638.15 ms [2022-04-03 02:35:08 main:574] : INFO : Epoch 1990 | loss: 0.0311473 | val_loss: 0.0311564 | Time: 74835.5 ms [2022-04-03 02:35:12 main:574] : INFO : Epoch 1991 | loss: 0.0311464 | val_loss: 0.0311592 | Time: 4158.94 ms [2022-04-03 02:35:16 main:574] : INFO : Epoch 1992 | loss: 0.031148 | val_loss: 0.031155 | Time: 3847.81 ms [2022-04-03 02:35:20 main:574] : INFO : Epoch 1993 | loss: 0.0311462 | val_loss: 0.0311536 | Time: 3601.2 ms [2022-04-03 02:35:23 main:574] : INFO : Epoch 1994 | loss: 0.0311455 | val_loss: 0.0311578 | Time: 3710.94 ms [2022-04-03 02:35:27 main:574] : INFO : Epoch 1995 | loss: 0.0311466 | val_loss: 0.0311546 | Time: 3567.86 ms [2022-04-03 02:35:30 main:574] : INFO : Epoch 1996 | loss: 0.0311455 | val_loss: 0.0311553 | Time: 3448.29 ms [2022-04-03 02:35:34 main:574] : INFO : Epoch 1997 | loss: 0.0311458 | val_loss: 0.0311574 | Time: 3567.76 ms [2022-04-03 02:35:37 main:574] : INFO : Epoch 1998 | loss: 0.0311442 | val_loss: 0.0311604 | Time: 3416.09 ms [2022-04-03 02:35:41 main:574] : INFO : Epoch 1999 | loss: 0.0311437 | val_loss: 0.0311581 | Time: 3495.13 ms [2022-04-03 02:35:44 main:574] : INFO : Epoch 2000 | loss: 0.0311453 | val_loss: 0.0311617 | Time: 3536.26 ms [2022-04-03 02:35:48 main:574] : INFO : Epoch 2001 | loss: 0.0311469 | val_loss: 0.0311588 | Time: 3431.04 ms [2022-04-03 02:35:51 main:574] : INFO : Epoch 2002 | loss: 0.0311444 | val_loss: 0.0311603 | Time: 3468.68 ms [2022-04-03 02:35:55 main:574] : INFO : Epoch 2003 | loss: 0.0311454 | val_loss: 0.0311565 | Time: 3533.24 ms [2022-04-03 02:35:58 main:574] : INFO : Epoch 2004 | loss: 0.031144 | val_loss: 0.0311566 | Time: 3409.8 ms [2022-04-03 02:36:02 main:574] : INFO : Epoch 2005 | loss: 0.0311439 | val_loss: 0.0311569 | Time: 3446.25 ms [2022-04-03 02:36:05 main:574] : INFO : Epoch 2006 | loss: 0.031144 | val_loss: 0.0311549 | Time: 3540.85 ms [2022-04-03 02:36:09 main:574] : INFO : Epoch 2007 | loss: 0.0311422 | val_loss: 0.0311553 | Time: 3443.73 ms [2022-04-03 02:36:12 main:574] : INFO : Epoch 2008 | loss: 0.0311447 | val_loss: 0.0311582 | Time: 3497.33 ms [2022-04-03 02:36:16 main:574] : INFO : Epoch 2009 | loss: 0.0311437 | val_loss: 0.0311577 | Time: 3444.55 ms [2022-04-03 02:36:19 main:574] : INFO : Epoch 2010 | loss: 0.0311448 | val_loss: 0.0311628 | Time: 3872.44 ms [2022-04-03 02:36:23 main:574] : INFO : Epoch 2011 | loss: 0.031147 | val_loss: 0.0311562 | Time: 3807.8 ms [2022-04-03 02:36:27 main:574] : INFO : Epoch 2012 | loss: 0.031148 | val_loss: 0.0311552 | Time: 3887.7 ms [2022-04-03 02:36:31 main:574] : INFO : Epoch 2013 | loss: 0.0311467 | val_loss: 0.0311588 | Time: 3958.21 ms [2022-04-03 02:36:35 main:574] : INFO : Epoch 2014 | loss: 0.0311472 | val_loss: 0.031161 | Time: 3760.24 ms [2022-04-03 02:36:39 main:574] : INFO : Epoch 2015 | loss: 0.0311476 | val_loss: 0.0311581 | Time: 3869.76 ms [2022-04-03 02:36:43 main:574] : INFO : Epoch 2016 | loss: 0.0311481 | val_loss: 0.0311582 | Time: 3834.98 ms [2022-04-03 02:36:46 main:574] : INFO : Epoch 2017 | loss: 0.0311466 | val_loss: 0.0311578 | Time: 3910.73 ms [2022-04-03 02:36:50 main:574] : INFO : Epoch 2018 | loss: 0.0311431 | val_loss: 0.0311526 | Time: 3815.92 ms [2022-04-03 02:36:54 main:574] : INFO : Epoch 2019 | loss: 0.0311423 | val_loss: 0.0311519 | Time: 3736.67 ms [2022-04-03 02:36:58 main:574] : INFO : Epoch 2020 | loss: 0.0311434 | val_loss: 0.0311492 | Time: 3825.4 ms [2022-04-03 02:37:02 main:574] : INFO : Epoch 2021 | loss: 0.0311395 | val_loss: 0.0311558 | Time: 3820.07 ms [2022-04-03 02:37:06 main:574] : INFO : Epoch 2022 | loss: 0.0311437 | val_loss: 0.0311655 | Time: 3960.5 ms [2022-04-03 02:37:09 main:574] : INFO : Epoch 2023 | loss: 0.0311506 | val_loss: 0.0311488 | Time: 3811.99 ms [2022-04-03 02:37:13 main:574] : INFO : Epoch 2024 | loss: 0.0311435 | val_loss: 0.0311533 | Time: 3859.8 ms [2022-04-03 02:37:17 main:574] : INFO : Epoch 2025 | loss: 0.0311435 | val_loss: 0.0311576 | Time: 3940.16 ms [2022-04-03 02:37:21 main:574] : INFO : Epoch 2026 | loss: 0.031146 | val_loss: 0.0311558 | Time: 3840.07 ms [2022-04-03 02:37:25 main:574] : INFO : Epoch 2027 | loss: 0.031139 | val_loss: 0.0311487 | Time: 3829 ms [2022-04-03 02:37:29 main:574] : INFO : Epoch 2028 | loss: 0.0311393 | val_loss: 0.0311546 | Time: 3635.49 ms [2022-04-03 02:37:32 main:574] : INFO : Epoch 2029 | loss: 0.031138 | val_loss: 0.0311483 | Time: 3839.24 ms [2022-04-03 02:37:36 main:574] : INFO : Epoch 2030 | loss: 0.0311352 | val_loss: 0.03115 | Time: 3849.01 ms [2022-04-03 02:37:40 main:574] : INFO : Epoch 2031 | loss: 0.0311381 | val_loss: 0.0311496 | Time: 3719.01 ms [2022-04-03 02:37:44 main:574] : INFO : Epoch 2032 | loss: 0.0311376 | val_loss: 0.0311504 | Time: 3812.86 ms [2022-04-03 02:37:48 main:574] : INFO : Epoch 2033 | loss: 0.0311356 | val_loss: 0.0311478 | Time: 3846.78 ms [2022-04-03 02:37:51 main:574] : INFO : Epoch 2034 | loss: 0.0311381 | val_loss: 0.0311535 | Time: 3696.76 ms [2022-04-03 02:37:55 main:574] : INFO : Epoch 2035 | loss: 0.0311421 | val_loss: 0.0311587 | Time: 3545.78 ms [2022-04-03 02:37:58 main:574] : INFO : Epoch 2036 | loss: 0.0311416 | val_loss: 0.0311573 | Time: 3486.54 ms [2022-04-03 02:38:02 main:574] : INFO : Epoch 2037 | loss: 0.0311394 | val_loss: 0.0311521 | Time: 3503.29 ms [2022-04-03 02:38:05 main:574] : INFO : Epoch 2038 | loss: 0.0311356 | val_loss: 0.0311522 | Time: 3492.03 ms [2022-04-03 02:38:09 main:574] : INFO : Epoch 2039 | loss: 0.0311357 | val_loss: 0.0311518 | Time: 3487.91 ms [2022-04-03 02:38:13 main:574] : INFO : Epoch 2040 | loss: 0.0311379 | val_loss: 0.0311543 | Time: 3641.61 ms [2022-04-03 02:38:16 main:574] : INFO : Epoch 2041 | loss: 0.0311455 | val_loss: 0.0311564 | Time: 3566.63 ms [2022-04-03 02:38:20 main:574] : INFO : Epoch 2042 | loss: 0.0311446 | val_loss: 0.0311557 | Time: 3520.13 ms [2022-04-03 02:38:23 main:574] : INFO : Epoch 2043 | loss: 0.0311418 | val_loss: 0.031148 | Time: 3731.21 ms [2022-04-03 02:38:27 main:574] : INFO : Epoch 2044 | loss: 0.0311383 | val_loss: 0.0311477 | Time: 3591.58 ms [2022-04-03 02:38:31 main:574] : INFO : Epoch 2045 | loss: 0.031137 | val_loss: 0.0311455 | Time: 3605.71 ms [2022-04-03 02:38:34 main:574] : INFO : Epoch 2046 | loss: 0.0311359 | val_loss: 0.031147 | Time: 3541.15 ms [2022-04-03 02:38:38 main:574] : INFO : Epoch 2047 | loss: 0.0311367 | val_loss: 0.0311482 | Time: 3449.27 ms [2022-04-03 02:38:41 main:574] : INFO : Epoch 2048 | loss: 0.0311366 | val_loss: 0.0311492 | Time: 3628.59 ms [2022-04-03 02:38:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311492 [2022-04-03 02:38:41 main:603] : INFO : Saving end state to config to file [2022-04-03 02:38:41 main:608] : INFO : Success, exiting.. 02:38:41 (17128): 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)