Task 9437573
| Name | ParityModified-1636181842-21557-3-0_2 |
| Workunit | 6536756 |
| Created | 4 Dec 2021, 23:13:34 UTC |
| Sent | 5 Dec 2021, 1:23:42 UTC |
| Report deadline | 13 Dec 2021, 1:23:42 UTC |
| Received | 5 Dec 2021, 5:36:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3770 |
| Run time | 2 hours 9 min 27 sec |
| CPU time | 2 hours 3 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,066.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> h 1542 | loss: 0.0312369 | val_loss: 0.0312406 | Time: 3544.03 ms [2021-12-04 21:01:28 main:574] : INFO : Epoch 1543 | loss: 0.0312373 | val_loss: 0.0312408 | Time: 3793.25 ms [2021-12-04 21:01:32 main:574] : INFO : Epoch 1544 | loss: 0.0312391 | val_loss: 0.0312436 | Time: 3958.41 ms [2021-12-04 21:01:36 main:574] : INFO : Epoch 1545 | loss: 0.0312392 | val_loss: 0.0312416 | Time: 3741.94 ms [2021-12-04 21:01:39 main:574] : INFO : Epoch 1546 | loss: 0.0312375 | val_loss: 0.0312427 | Time: 3505.53 ms [2021-12-04 21:01:43 main:574] : INFO : Epoch 1547 | loss: 0.0312374 | val_loss: 0.0312406 | Time: 3572.14 ms [2021-12-04 21:01:47 main:574] : INFO : Epoch 1548 | loss: 0.0312381 | val_loss: 0.0312412 | Time: 3466.11 ms [2021-12-04 21:01:50 main:574] : INFO : Epoch 1549 | loss: 0.0312376 | val_loss: 0.0312409 | Time: 3577.88 ms [2021-12-04 21:01:54 main:574] : INFO : Epoch 1550 | loss: 0.0312373 | val_loss: 0.0312407 | Time: 3594.51 ms [2021-12-04 21:01:58 main:574] : INFO : Epoch 1551 | loss: 0.0312371 | val_loss: 0.0312411 | Time: 3967.35 ms [2021-12-04 21:02:02 main:574] : INFO : Epoch 1552 | loss: 0.0312373 | val_loss: 0.0312403 | Time: 3952.07 ms [2021-12-04 21:02:06 main:574] : INFO : Epoch 1553 | loss: 0.0312371 | val_loss: 0.0312405 | Time: 3958.91 ms [2021-12-04 21:02:11 main:574] : INFO : Epoch 1554 | loss: 0.0312372 | val_loss: 0.0312409 | Time: 4393.25 ms [2021-12-04 21:02:15 main:574] : INFO : Epoch 1555 | loss: 0.0312376 | val_loss: 0.0312406 | Time: 4214.42 ms [2021-12-04 21:02:19 main:574] : INFO : Epoch 1556 | loss: 0.0312374 | val_loss: 0.0312406 | Time: 3747.67 ms [2021-12-04 21:02:23 main:574] : INFO : Epoch 1557 | loss: 0.0312374 | val_loss: 0.0312404 | Time: 3603.32 ms [2021-12-04 21:02:27 main:574] : INFO : Epoch 1558 | loss: 0.0312377 | val_loss: 0.0312405 | Time: 3700.1 ms [2021-12-04 21:02:31 main:574] : INFO : Epoch 1559 | loss: 0.0312378 | val_loss: 0.0312412 | Time: 3962.99 ms [2021-12-04 21:02:35 main:574] : INFO : Epoch 1560 | loss: 0.031238 | val_loss: 0.0312429 | Time: 3489.57 ms [2021-12-04 21:02:38 main:574] : INFO : Epoch 1561 | loss: 0.0312375 | val_loss: 0.0312416 | Time: 3467.14 ms [2021-12-04 21:02:42 main:574] : INFO : Epoch 1562 | loss: 0.0312373 | val_loss: 0.0312405 | Time: 3842.05 ms [2021-12-04 21:02:46 main:574] : INFO : Epoch 1563 | loss: 0.0312371 | val_loss: 0.0312405 | Time: 3562.99 ms [2021-12-04 21:02:50 main:574] : INFO : Epoch 1564 | loss: 0.031237 | val_loss: 0.0312412 | Time: 3596.34 ms [2021-12-04 21:02:54 main:574] : INFO : Epoch 1565 | loss: 0.0312374 | val_loss: 0.0312406 | Time: 3715.68 ms [2021-12-04 21:02:58 main:574] : INFO : Epoch 1566 | loss: 0.0312371 | val_loss: 0.0312411 | Time: 3945.53 ms [2021-12-04 21:03:02 main:574] : INFO : Epoch 1567 | loss: 0.0312376 | val_loss: 0.0312413 | Time: 3986 ms [2021-12-04 21:03:06 main:574] : INFO : Epoch 1568 | loss: 0.0312374 | val_loss: 0.0312415 | Time: 4142.44 ms [2021-12-04 21:03:10 main:574] : INFO : Epoch 1569 | loss: 0.0312385 | val_loss: 0.031241 | Time: 3855.66 ms [2021-12-04 21:03:14 main:574] : INFO : Epoch 1570 | loss: 0.0312376 | val_loss: 0.0312414 | Time: 3784.41 ms [2021-12-04 21:03:18 main:574] : INFO : Epoch 1571 | loss: 0.0312374 | val_loss: 0.0312409 | Time: 3818.95 ms [2021-12-04 21:03:22 main:574] : INFO : Epoch 1572 | loss: 0.0312372 | val_loss: 0.0312407 | Time: 3809.4 ms [2021-12-04 21:03:26 main:574] : INFO : Epoch 1573 | loss: 0.0312388 | val_loss: 0.0312455 | Time: 3858.7 ms [2021-12-04 21:03:30 main:574] : INFO : Epoch 1574 | loss: 0.0312392 | val_loss: 0.0312406 | Time: 3792.9 ms [2021-12-04 21:03:33 main:574] : INFO : Epoch 1575 | loss: 0.0312375 | val_loss: 0.0312404 | Time: 3447.98 ms [2021-12-04 21:03:37 main:574] : INFO : Epoch 1576 | loss: 0.0312378 | val_loss: 0.0312412 | Time: 3650.26 ms [2021-12-04 21:03:41 main:574] : INFO : Epoch 1577 | loss: 0.0312378 | val_loss: 0.0312411 | Time: 4104.51 ms [2021-12-04 21:03:45 main:574] : INFO : Epoch 1578 | loss: 0.0312372 | val_loss: 0.0312404 | Time: 3501.68 ms [2021-12-04 21:03:49 main:574] : INFO : Epoch 1579 | loss: 0.0312373 | val_loss: 0.0312409 | Time: 3463.06 ms [2021-12-04 21:03:53 main:574] : INFO : Epoch 1580 | loss: 0.0312375 | val_loss: 0.0312413 | Time: 3762.44 ms [2021-12-04 21:03:57 main:574] : INFO : Epoch 1581 | loss: 0.0312378 | val_loss: 0.0312412 | Time: 4209.54 ms [2021-12-04 21:04:00 main:574] : INFO : Epoch 1582 | loss: 0.031237 | val_loss: 0.0312403 | Time: 3476.07 ms [2021-12-04 21:04:03 main:574] : INFO : Epoch 1583 | loss: 0.0312373 | val_loss: 0.0312408 | Time: 2315.94 ms [2021-12-04 21:04:05 main:574] : INFO : Epoch 1584 | loss: 0.0312371 | val_loss: 0.0312409 | Time: 2228.79 ms [2021-12-04 21:04:08 main:574] : INFO : Epoch 1585 | loss: 0.0312371 | val_loss: 0.0312432 | Time: 2101.41 ms [2021-12-04 21:04:10 main:574] : INFO : Epoch 1586 | loss: 0.0312381 | val_loss: 0.031245 | Time: 2043.92 ms [2021-12-04 21:04:12 main:574] : INFO : Epoch 1587 | loss: 0.0312379 | val_loss: 0.0312403 | Time: 2169.52 ms [2021-12-04 21:04:14 main:574] : INFO : Epoch 1588 | loss: 0.0312372 | val_loss: 0.0312404 | Time: 2127.47 ms [2021-12-04 21:04:17 main:574] : INFO : Epoch 1589 | loss: 0.0312372 | val_loss: 0.0312426 | Time: 2201.51 ms [2021-12-04 21:04:19 main:574] : INFO : Epoch 1590 | loss: 0.0312374 | val_loss: 0.0312405 | Time: 2206.75 ms [2021-12-04 21:04:21 main:574] : INFO : Epoch 1591 | loss: 0.031237 | val_loss: 0.0312408 | Time: 2225.23 ms [2021-12-04 21:04:24 main:574] : INFO : Epoch 1592 | loss: 0.0312371 | val_loss: 0.0312403 | Time: 2234.69 ms [2021-12-04 21:04:26 main:574] : INFO : Epoch 1593 | loss: 0.0312376 | val_loss: 0.0312403 | Time: 2128.78 ms [2021-12-04 21:04:28 main:574] : INFO : Epoch 1594 | loss: 0.031238 | val_loss: 0.0312415 | Time: 2138.87 ms [2021-12-04 21:04:31 main:574] : INFO : Epoch 1595 | loss: 0.031238 | val_loss: 0.0312413 | Time: 2466.13 ms [2021-12-04 21:04:35 main:574] : INFO : Epoch 1596 | loss: 0.0312382 | val_loss: 0.0312414 | Time: 4274.49 ms [2021-12-04 21:04:40 main:574] : INFO : Epoch 1597 | loss: 0.0312375 | val_loss: 0.0312409 | Time: 4123.25 ms [2021-12-04 21:04:44 main:574] : INFO : Epoch 1598 | loss: 0.0312393 | val_loss: 0.0312419 | Time: 4049.37 ms [2021-12-04 21:04:48 main:574] : INFO : Epoch 1599 | loss: 0.0312376 | val_loss: 0.0312403 | Time: 3653.86 ms [2021-12-04 21:04:52 main:574] : INFO : Epoch 1600 | loss: 0.0312378 | val_loss: 0.0312403 | Time: 3755.96 ms [2021-12-04 21:04:55 main:574] : INFO : Epoch 1601 | loss: 0.0312389 | val_loss: 0.0312422 | Time: 3402.31 ms [2021-12-04 21:04:59 main:574] : INFO : Epoch 1602 | loss: 0.0312382 | val_loss: 0.0312418 | Time: 3564.43 ms [2021-12-04 21:05:03 main:574] : INFO : Epoch 1603 | loss: 0.0312383 | val_loss: 0.0312405 | Time: 3623.28 ms [2021-12-04 21:05:07 main:574] : INFO : Epoch 1604 | loss: 0.0312372 | val_loss: 0.0312409 | Time: 4104.39 ms [2021-12-04 21:05:11 main:574] : INFO : Epoch 1605 | loss: 0.0312371 | val_loss: 0.0312411 | Time: 4027.83 ms [2021-12-04 21:05:15 main:574] : INFO : Epoch 1606 | loss: 0.0312373 | val_loss: 0.0312421 | Time: 4022.78 ms [2021-12-04 21:05:19 main:574] : INFO : Epoch 1607 | loss: 0.031237 | val_loss: 0.0312407 | Time: 3712.43 ms [2021-12-04 21:05:23 main:574] : INFO : Epoch 1608 | loss: 0.0312377 | val_loss: 0.0312411 | Time: 3601.56 ms [2021-12-04 21:05:26 main:574] : INFO : Epoch 1609 | loss: 0.0312383 | val_loss: 0.0312404 | Time: 3577.58 ms [2021-12-04 21:05:30 main:574] : INFO : Epoch 1610 | loss: 0.0312394 | val_loss: 0.0312431 | Time: 3858.29 ms [2021-12-04 21:05:35 main:574] : INFO : Epoch 1611 | loss: 0.0312393 | val_loss: 0.0312421 | Time: 4040.09 ms [2021-12-04 21:05:39 main:574] : INFO : Epoch 1612 | loss: 0.0312383 | val_loss: 0.0312407 | Time: 3968.77 ms [2021-12-04 21:05:43 main:574] : INFO : Epoch 1613 | loss: 0.0312378 | val_loss: 0.0312411 | Time: 3848.25 ms [2021-12-04 21:05:47 main:574] : INFO : Epoch 1614 | loss: 0.0312371 | val_loss: 0.0312403 | Time: 3782.14 ms [2021-12-04 21:05:51 main:574] : INFO : Epoch 1615 | loss: 0.0312375 | val_loss: 0.0312409 | Time: 3875.1 ms [2021-12-04 21:05:54 main:574] : INFO : Epoch 1616 | loss: 0.031237 | val_loss: 0.0312444 | Time: 3554.51 ms [2021-12-04 21:05:58 main:574] : INFO : Epoch 1617 | loss: 0.0312384 | val_loss: 0.0312404 | Time: 3179.71 ms [2021-12-04 21:06:02 main:574] : INFO : Epoch 1618 | loss: 0.0312378 | val_loss: 0.0312412 | Time: 3958.83 ms [2021-12-04 21:06:06 main:574] : INFO : Epoch 1619 | loss: 0.0312373 | val_loss: 0.031241 | Time: 4042.97 ms [2021-12-04 21:06:10 main:574] : INFO : Epoch 1620 | loss: 0.0312375 | val_loss: 0.031241 | Time: 4027.61 ms [2021-12-04 21:06:14 main:574] : INFO : Epoch 1621 | loss: 0.0312376 | val_loss: 0.0312405 | Time: 3818.7 ms [2021-12-04 21:06:18 main:574] : INFO : Epoch 1622 | loss: 0.0312377 | val_loss: 0.0312415 | Time: 3911.4 ms [2021-12-04 21:06:22 main:574] : INFO : Epoch 1623 | loss: 0.0312372 | val_loss: 0.0312403 | Time: 3801.37 ms [2021-12-04 21:06:26 main:574] : INFO : Epoch 1624 | loss: 0.0312371 | val_loss: 0.031241 | Time: 3493.12 ms [2021-12-04 21:06:30 main:574] : INFO : Epoch 1625 | loss: 0.0312369 | val_loss: 0.0312411 | Time: 3554.52 ms [2021-12-04 21:06:34 main:574] : INFO : Epoch 1626 | loss: 0.0312377 | val_loss: 0.031243 | Time: 3779.78 ms [2021-12-04 21:06:38 main:574] : INFO : Epoch 1627 | loss: 0.0312381 | val_loss: 0.0312412 | Time: 3613.34 ms [2021-12-04 21:06:41 main:574] : INFO : Epoch 1628 | loss: 0.0312375 | val_loss: 0.031242 | Time: 3616.46 ms [2021-12-04 21:06:45 main:574] : INFO : Epoch 1629 | loss: 0.0312372 | val_loss: 0.0312411 | Time: 3786.2 ms [2021-12-04 21:06:49 main:574] : INFO : Epoch 1630 | loss: 0.0312382 | val_loss: 0.0312434 | Time: 3644.36 ms [2021-12-04 21:06:53 main:574] : INFO : Epoch 1631 | loss: 0.0312377 | val_loss: 0.0312413 | Time: 3759.55 ms [2021-12-04 21:06:57 main:574] : INFO : Epoch 1632 | loss: 0.0312376 | val_loss: 0.0312427 | Time: 3899.61 ms [2021-12-04 21:07:02 main:574] : INFO : Epoch 1633 | loss: 0.0312382 | val_loss: 0.0312404 | Time: 4059.39 ms [2021-12-04 21:07:05 main:574] : INFO : Epoch 1634 | loss: 0.0312389 | val_loss: 0.0312414 | Time: 3630.66 ms [2021-12-04 21:07:09 main:574] : INFO : Epoch 1635 | loss: 0.0312371 | val_loss: 0.0312403 | Time: 3711.5 ms [2021-12-04 21:07:13 main:574] : INFO : Epoch 1636 | loss: 0.0312381 | val_loss: 0.0312437 | Time: 4024.85 ms [2021-12-04 21:07:17 main:574] : INFO : Epoch 1637 | loss: 0.0312376 | val_loss: 0.0312407 | Time: 3949.36 ms [2021-12-04 21:07:22 main:574] : INFO : Epoch 1638 | loss: 0.0312371 | val_loss: 0.0312407 | Time: 3931.07 ms [2021-12-04 21:07:26 main:574] : INFO : Epoch 1639 | loss: 0.0312369 | val_loss: 0.0312404 | Time: 3585.89 ms [2021-12-04 21:07:29 main:574] : INFO : Epoch 1640 | loss: 0.0312372 | val_loss: 0.0312406 | Time: 3855.72 ms [2021-12-04 21:07:34 main:574] : INFO : Epoch 1641 | loss: 0.0312371 | val_loss: 0.031241 | Time: 3941.22 ms [2021-12-04 21:07:37 main:574] : INFO : Epoch 1642 | loss: 0.031237 | val_loss: 0.0312405 | Time: 3635.64 ms [2021-12-04 21:07:41 main:574] : INFO : Epoch 1643 | loss: 0.031238 | val_loss: 0.0312409 | Time: 3773.33 ms [2021-12-04 21:07:45 main:574] : INFO : Epoch 1644 | loss: 0.0312375 | val_loss: 0.0312403 | Time: 3729.64 ms [2021-12-04 21:07:49 main:574] : INFO : Epoch 1645 | loss: 0.0312373 | val_loss: 0.0312406 | Time: 3601.35 ms [2021-12-04 21:07:53 main:574] : INFO : Epoch 1646 | loss: 0.0312373 | val_loss: 0.0312403 | Time: 3907.18 ms [2021-12-04 21:07:57 main:574] : INFO : Epoch 1647 | loss: 0.0312371 | val_loss: 0.0312409 | Time: 3835.83 ms [2021-12-04 21:08:01 main:574] : INFO : Epoch 1648 | loss: 0.0312377 | val_loss: 0.0312404 | Time: 3996.32 ms [2021-12-04 21:08:05 main:574] : INFO : Epoch 1649 | loss: 0.0312381 | val_loss: 0.0312441 | Time: 3731.29 ms [2021-12-04 21:08:09 main:574] : INFO : Epoch 1650 | loss: 0.0312386 | val_loss: 0.0312421 | Time: 3683.51 ms [2021-12-04 21:08:13 main:574] : INFO : Epoch 1651 | loss: 0.0312377 | val_loss: 0.0312406 | Time: 3736.08 ms [2021-12-04 21:08:17 main:574] : INFO : Epoch 1652 | loss: 0.0312375 | val_loss: 0.0312405 | Time: 3784.63 ms [2021-12-04 21:08:21 main:574] : INFO : Epoch 1653 | loss: 0.0312381 | val_loss: 0.031241 | Time: 4124.3 ms [2021-12-04 21:08:25 main:574] : INFO : Epoch 1654 | loss: 0.0312375 | val_loss: 0.0312431 | Time: 3903.29 ms [2021-12-04 21:08:28 main:574] : INFO : Epoch 1655 | loss: 0.0312376 | val_loss: 0.0312406 | Time: 3486.16 ms [2021-12-04 21:08:32 main:574] : INFO : Epoch 1656 | loss: 0.0312383 | val_loss: 0.0312403 | Time: 3655.67 ms [2021-12-04 21:08:36 main:574] : INFO : Epoch 1657 | loss: 0.0312371 | val_loss: 0.0312413 | Time: 3894.66 ms [2021-12-04 21:08:40 main:574] : INFO : Epoch 1658 | loss: 0.031237 | val_loss: 0.0312404 | Time: 3823.75 ms [2021-12-04 21:08:44 main:574] : INFO : Epoch 1659 | loss: 0.0312371 | val_loss: 0.0312404 | Time: 3838.45 ms [2021-12-04 21:08:48 main:574] : INFO : Epoch 1660 | loss: 0.0312373 | val_loss: 0.0312403 | Time: 3565.99 ms [2021-12-04 21:08:52 main:574] : INFO : Epoch 1661 | loss: 0.0312383 | val_loss: 0.0312435 | Time: 3708.59 ms [2021-12-04 21:08:56 main:574] : INFO : Epoch 1662 | loss: 0.0312379 | val_loss: 0.031241 | Time: 4118.53 ms [2021-12-04 21:09:00 main:574] : INFO : Epoch 1663 | loss: 0.0312372 | val_loss: 0.0312403 | Time: 3896.49 ms [2021-12-04 21:09:04 main:574] : INFO : Epoch 1664 | loss: 0.0312373 | val_loss: 0.0312406 | Time: 3625.6 ms [2021-12-04 21:09:08 main:574] : INFO : Epoch 1665 | loss: 0.0312371 | val_loss: 0.0312403 | Time: 3626.17 ms [2021-12-04 21:09:11 main:574] : INFO : Epoch 1666 | loss: 0.0312373 | val_loss: 0.0312403 | Time: 3544.4 ms [2021-12-04 21:09:15 main:574] : INFO : Epoch 1667 | loss: 0.0312374 | val_loss: 0.031242 | Time: 3908.78 ms [2021-12-04 21:09:20 main:574] : INFO : Epoch 1668 | loss: 0.0312378 | val_loss: 0.0312413 | Time: 4153.54 ms [2021-12-04 21:09:24 main:574] : INFO : Epoch 1669 | loss: 0.0312373 | val_loss: 0.0312413 | Time: 3877.82 ms [2021-12-04 21:09:28 main:574] : INFO : Epoch 1670 | loss: 0.0312371 | val_loss: 0.0312403 | Time: 3682.62 ms [2021-12-04 21:09:31 main:574] : INFO : Epoch 1671 | loss: 0.0312372 | val_loss: 0.031241 | Time: 3706.77 ms [2021-12-04 21:09:35 main:574] : INFO : Epoch 1672 | loss: 0.0312371 | val_loss: 0.0312408 | Time: 3762.29 ms [2021-12-04 21:09:39 main:574] : INFO : Epoch 1673 | loss: 0.0312369 | val_loss: 0.0312406 | Time: 3529.56 ms [2021-12-04 21:09:43 main:574] : INFO : Epoch 1674 | loss: 0.0312373 | val_loss: 0.0312405 | Time: 3739.1 ms [2021-12-04 21:09:47 main:574] : INFO : Epoch 1675 | loss: 0.0312372 | val_loss: 0.0312404 | Time: 3781.62 ms [2021-12-04 21:09:51 main:574] : INFO : Epoch 1676 | loss: 0.031237 | val_loss: 0.0312437 | Time: 3959.95 ms [2021-12-04 21:09:55 main:574] : INFO : Epoch 1677 | loss: 0.0312381 | val_loss: 0.0312411 | Time: 4077.26 ms [2021-12-04 21:09:59 main:574] : INFO : Epoch 1678 | loss: 0.0312374 | val_loss: 0.0312415 | Time: 3882.37 ms [2021-12-04 21:10:03 main:574] : INFO : Epoch 1679 | loss: 0.0312384 | val_loss: 0.0312412 | Time: 4060.07 ms [2021-12-04 21:10:07 main:574] : INFO : Epoch 1680 | loss: 0.0312382 | val_loss: 0.0312439 | Time: 3522.93 ms [2021-12-04 21:10:11 main:574] : INFO : Epoch 1681 | loss: 0.0312378 | val_loss: 0.0312415 | Time: 3537.52 ms [2021-12-04 21:10:15 main:574] : INFO : Epoch 1682 | loss: 0.0312384 | val_loss: 0.0312409 | Time: 3969.24 ms [2021-12-04 21:10:19 main:574] : INFO : Epoch 1683 | loss: 0.0312372 | val_loss: 0.0312414 | Time: 4032.7 ms [2021-12-04 21:10:23 main:574] : INFO : Epoch 1684 | loss: 0.0312377 | val_loss: 0.0312427 | Time: 4050.93 ms [2021-12-04 21:10:27 main:574] : INFO : Epoch 1685 | loss: 0.0312396 | val_loss: 0.0312408 | Time: 4000.01 ms [2021-12-04 21:10:31 main:574] : INFO : Epoch 1686 | loss: 0.0312387 | val_loss: 0.0312411 | Time: 3835.68 ms [2021-12-04 21:10:35 main:574] : INFO : Epoch 1687 | loss: 0.0312374 | val_loss: 0.0312406 | Time: 3757.07 ms [2021-12-04 21:10:39 main:574] : INFO : Epoch 1688 | loss: 0.0312373 | val_loss: 0.0312412 | Time: 3552.22 ms [2021-12-04 21:10:42 main:574] : INFO : Epoch 1689 | loss: 0.0312375 | val_loss: 0.0312412 | Time: 3369.39 ms [2021-12-04 21:10:46 main:574] : INFO : Epoch 1690 | loss: 0.0312382 | val_loss: 0.0312412 | Time: 3687.56 ms [2021-12-04 21:10:50 main:574] : INFO : Epoch 1691 | loss: 0.0312386 | val_loss: 0.0312409 | Time: 4059.57 ms [2021-12-04 21:10:55 main:574] : INFO : Epoch 1692 | loss: 0.0312377 | val_loss: 0.0312412 | Time: 4055.16 ms [2021-12-04 21:10:58 main:574] : INFO : Epoch 1693 | loss: 0.0312374 | val_loss: 0.0312416 | Time: 3835.38 ms [2021-12-04 21:11:03 main:574] : INFO : Epoch 1694 | loss: 0.0312373 | val_loss: 0.0312429 | Time: 3921.67 ms [2021-12-04 21:11:06 main:574] : INFO : Epoch 1695 | loss: 0.0312394 | val_loss: 0.0312413 | Time: 3543.28 ms [2021-12-04 21:11:10 main:574] : INFO : Epoch 1696 | loss: 0.0312382 | val_loss: 0.0312409 | Time: 3643.91 ms [2021-12-04 21:11:14 main:574] : INFO : Epoch 1697 | loss: 0.0312376 | val_loss: 0.0312409 | Time: 3426.05 ms [2021-12-04 21:11:17 main:574] : INFO : Epoch 1698 | loss: 0.0312382 | val_loss: 0.0312408 | Time: 3819.47 ms [2021-12-04 21:11:22 main:574] : INFO : Epoch 1699 | loss: 0.0312372 | val_loss: 0.0312419 | Time: 4112.35 ms [2021-12-04 21:11:26 main:574] : INFO : Epoch 1700 | loss: 0.0312381 | val_loss: 0.0312404 | Time: 3714.86 ms [2021-12-04 21:11:30 main:574] : INFO : Epoch 1701 | loss: 0.0312373 | val_loss: 0.0312409 | Time: 3958.96 ms [2021-12-04 21:11:34 main:574] : INFO : Epoch 1702 | loss: 0.0312377 | val_loss: 0.0312409 | Time: 4124.78 ms [2021-12-04 21:11:38 main:574] : INFO : Epoch 1703 | loss: 0.0312372 | val_loss: 0.0312423 | Time: 3877.13 ms [2021-12-04 21:11:42 main:574] : INFO : Epoch 1704 | loss: 0.031238 | val_loss: 0.0312404 | Time: 3392.04 ms [2021-12-04 21:11:45 main:574] : INFO : Epoch 1705 | loss: 0.0312375 | val_loss: 0.0312413 | Time: 3564.05 ms [2021-12-04 21:11:49 main:574] : INFO : Epoch 1706 | loss: 0.0312379 | val_loss: 0.0312405 | Time: 3947.58 ms [2021-12-04 21:11:53 main:574] : INFO : Epoch 1707 | loss: 0.0312374 | val_loss: 0.0312406 | Time: 3851.62 ms [2021-12-04 21:11:57 main:574] : INFO : Epoch 1708 | loss: 0.0312385 | val_loss: 0.0312404 | Time: 3781.17 ms [2021-12-04 21:12:01 main:574] : INFO : Epoch 1709 | loss: 0.0312386 | val_loss: 0.0312407 | Time: 3699.1 ms [2021-12-04 21:12:05 main:574] : INFO : Epoch 1710 | loss: 0.0312374 | val_loss: 0.0312415 | Time: 4032.67 ms [2021-12-04 21:12:09 main:574] : INFO : Epoch 1711 | loss: 0.0312372 | val_loss: 0.0312406 | Time: 3729.04 ms [2021-12-04 21:12:13 main:574] : INFO : Epoch 1712 | loss: 0.0312377 | val_loss: 0.0312441 | Time: 3502.11 ms [2021-12-04 21:12:17 main:574] : INFO : Epoch 1713 | loss: 0.0312382 | val_loss: 0.0312432 | Time: 3851.33 ms [2021-12-04 21:12:21 main:574] : INFO : Epoch 1714 | loss: 0.0312393 | val_loss: 0.0312419 | Time: 3845.36 ms [2021-12-04 21:12:25 main:574] : INFO : Epoch 1715 | loss: 0.0312378 | val_loss: 0.031241 | Time: 3976.52 ms [2021-12-04 21:12:29 main:574] : INFO : Epoch 1716 | loss: 0.0312381 | val_loss: 0.0312438 | Time: 4081.46 ms [2021-12-04 21:12:33 main:574] : INFO : Epoch 1717 | loss: 0.0312387 | val_loss: 0.031241 | Time: 3799.21 ms [2021-12-04 21:12:37 main:574] : INFO : Epoch 1718 | loss: 0.0312377 | val_loss: 0.0312417 | Time: 3697.55 ms [2021-12-04 21:12:41 main:574] : INFO : Epoch 1719 | loss: 0.031238 | val_loss: 0.0312411 | Time: 3728.58 ms [2021-12-04 21:12:45 main:574] : INFO : Epoch 1720 | loss: 0.0312376 | val_loss: 0.0312423 | Time: 3812.72 ms [2021-12-04 21:12:49 main:574] : INFO : Epoch 1721 | loss: 0.0312376 | val_loss: 0.0312405 | Time: 3866.86 ms [2021-12-04 21:12:53 main:574] : INFO : Epoch 1722 | loss: 0.0312382 | val_loss: 0.0312436 | Time: 3792.28 ms [2021-12-04 21:12:56 main:574] : INFO : Epoch 1723 | loss: 0.0312384 | val_loss: 0.0312412 | Time: 3521.75 ms [2021-12-04 21:13:00 main:574] : INFO : Epoch 1724 | loss: 0.0312383 | val_loss: 0.0312443 | Time: 3581.52 ms [2021-12-04 21:13:04 main:574] : INFO : Epoch 1725 | loss: 0.0312383 | val_loss: 0.0312414 | Time: 4086.14 ms [2021-12-04 21:13:08 main:574] : INFO : Epoch 1726 | loss: 0.0312382 | val_loss: 0.0312437 | Time: 3587.26 ms [2021-12-04 21:13:12 main:574] : INFO : Epoch 1727 | loss: 0.0312377 | val_loss: 0.0312415 | Time: 3598.93 ms [2021-12-04 21:13:16 main:574] : INFO : Epoch 1728 | loss: 0.0312372 | val_loss: 0.0312414 | Time: 3810.22 ms [2021-12-04 21:13:20 main:574] : INFO : Epoch 1729 | loss: 0.0312373 | val_loss: 0.0312415 | Time: 3938.38 ms [2021-12-04 21:13:24 main:574] : INFO : Epoch 1730 | loss: 0.0312376 | val_loss: 0.0312405 | Time: 4003.75 ms [2021-12-04 21:13:28 main:574] : INFO : Epoch 1731 | loss: 0.0312376 | val_loss: 0.0312423 | Time: 4208.89 ms [2021-12-04 21:13:32 main:574] : INFO : Epoch 1732 | loss: 0.0312378 | val_loss: 0.0312416 | Time: 4003.14 ms [2021-12-04 21:13:36 main:574] : INFO : Epoch 1733 | loss: 0.031237 | val_loss: 0.0312411 | Time: 3565.26 ms [2021-12-04 21:13:40 main:574] : INFO : Epoch 1734 | loss: 0.0312369 | val_loss: 0.0312409 | Time: 3651.79 ms [2021-12-04 21:13:44 main:574] : INFO : Epoch 1735 | loss: 0.0312372 | val_loss: 0.0312411 | Time: 3683.28 ms [2021-12-04 21:13:47 main:574] : INFO : Epoch 1736 | loss: 0.031238 | val_loss: 0.0312407 | Time: 3669.68 ms [2021-12-04 21:13:51 main:574] : INFO : Epoch 1737 | loss: 0.0312379 | val_loss: 0.0312414 | Time: 3797.64 ms [2021-12-04 21:13:55 main:574] : INFO : Epoch 1738 | loss: 0.0312372 | val_loss: 0.0312436 | Time: 3727.13 ms [2021-12-04 21:13:59 main:574] : INFO : Epoch 1739 | loss: 0.0312386 | val_loss: 0.0312404 | Time: 3828.2 ms [2021-12-04 21:14:03 main:574] : INFO : Epoch 1740 | loss: 0.0312373 | val_loss: 0.0312415 | Time: 3735.18 ms [2021-12-04 21:14:07 main:574] : INFO : Epoch 1741 | loss: 0.0312372 | val_loss: 0.031241 | Time: 3619.65 ms [2021-12-04 21:14:11 main:574] : INFO : Epoch 1742 | loss: 0.0312384 | val_loss: 0.0312424 | Time: 3723.82 ms [2021-12-04 21:14:15 main:574] : INFO : Epoch 1743 | loss: 0.0312373 | val_loss: 0.0312409 | Time: 3766.95 ms [2021-12-04 21:14:19 main:574] : INFO : Epoch 1744 | loss: 0.031238 | val_loss: 0.0312406 | Time: 3718.33 ms [2021-12-04 21:14:23 main:574] : INFO : Epoch 1745 | loss: 0.0312378 | val_loss: 0.0312419 | Time: 4097.39 ms [2021-12-04 21:14:27 main:574] : INFO : Epoch 1746 | loss: 0.0312377 | val_loss: 0.0312415 | Time: 4112.77 ms [2021-12-04 21:14:31 main:574] : INFO : Epoch 1747 | loss: 0.0312372 | val_loss: 0.0312414 | Time: 3936.41 ms [2021-12-04 21:14:35 main:574] : INFO : Epoch 1748 | loss: 0.0312372 | val_loss: 0.0312421 | Time: 3819.19 ms [2021-12-04 21:14:39 main:574] : INFO : Epoch 1749 | loss: 0.0312375 | val_loss: 0.0312414 | Time: 3492 ms [2021-12-04 21:14:42 main:574] : INFO : Epoch 1750 | loss: 0.0312379 | val_loss: 0.0312416 | Time: 3607.42 ms [2021-12-04 21:14:46 main:574] : INFO : Epoch 1751 | loss: 0.0312373 | val_loss: 0.0312416 | Time: 3615.7 ms [2021-12-04 21:14:50 main:574] : INFO : Epoch 1752 | loss: 0.0312374 | val_loss: 0.0312405 | Time: 3687.78 ms [2021-12-04 21:14:54 main:574] : INFO : Epoch 1753 | loss: 0.0312371 | val_loss: 0.0312404 | Time: 3954.22 ms [2021-12-04 21:14:58 main:574] : INFO : Epoch 1754 | loss: 0.0312377 | val_loss: 0.0312405 | Time: 3894.82 ms [2021-12-04 21:15:02 main:574] : INFO : Epoch 1755 | loss: 0.031238 | val_loss: 0.0312407 | Time: 3613.9 ms [2021-12-04 21:15:06 main:574] : INFO : Epoch 1756 | loss: 0.0312373 | val_loss: 0.0312408 | Time: 3589.05 ms [2021-12-04 21:15:10 main:574] : INFO : Epoch 1757 | loss: 0.0312375 | val_loss: 0.0312405 | Time: 3885.62 ms [2021-12-04 21:15:14 main:574] : INFO : Epoch 1758 | loss: 0.0312373 | val_loss: 0.031241 | Time: 3901.41 ms [2021-12-04 21:15:18 main:574] : INFO : Epoch 1759 | loss: 0.0312373 | val_loss: 0.0312407 | Time: 3734.18 ms [2021-12-04 21:15:22 main:574] : INFO : Epoch 1760 | loss: 0.0312371 | val_loss: 0.0312421 | Time: 3996.6 ms [2021-12-04 21:15:26 main:574] : INFO : Epoch 1761 | loss: 0.0312375 | val_loss: 0.0312404 | Time: 3991.91 ms [2021-12-04 21:15:30 main:574] : INFO : Epoch 1762 | loss: 0.0312372 | val_loss: 0.0312405 | Time: 3881.54 ms [2021-12-04 21:15:34 main:574] : INFO : Epoch 1763 | loss: 0.0312378 | val_loss: 0.0312423 | Time: 3882.33 ms [2021-12-04 21:15:38 main:574] : INFO : Epoch 1764 | loss: 0.0312375 | val_loss: 0.0312409 | Time: 3743.05 ms [2021-12-04 21:15:42 main:574] : INFO : Epoch 1765 | loss: 0.0312371 | val_loss: 0.0312407 | Time: 3686.73 ms [2021-12-04 21:15:45 main:574] : INFO : Epoch 1766 | loss: 0.0312375 | val_loss: 0.0312407 | Time: 3576.63 ms [2021-12-04 21:15:50 main:574] : INFO : Epoch 1767 | loss: 0.0312381 | val_loss: 0.0312408 | Time: 3991.75 ms [2021-12-04 21:15:53 main:574] : INFO : Epoch 1768 | loss: 0.0312372 | val_loss: 0.0312403 | Time: 3772.6 ms [2021-12-04 21:15:57 main:574] : INFO : Epoch 1769 | loss: 0.0312372 | val_loss: 0.0312406 | Time: 3787.12 ms [2021-12-04 21:16:01 main:574] : INFO : Epoch 1770 | loss: 0.0312376 | val_loss: 0.0312429 | Time: 3735.56 ms [2021-12-04 21:16:05 main:574] : INFO : Epoch 1771 | loss: 0.0312378 | val_loss: 0.0312405 | Time: 3400.52 ms [2021-12-04 21:16:09 main:574] : INFO : Epoch 1772 | loss: 0.0312387 | val_loss: 0.0312403 | Time: 3959.34 ms [2021-12-04 21:16:13 main:574] : INFO : Epoch 1773 | loss: 0.0312391 | val_loss: 0.0312419 | Time: 4372.52 ms [2021-12-04 21:16:18 main:574] : INFO : Epoch 1774 | loss: 0.0312378 | val_loss: 0.0312411 | Time: 4567.6 ms [2021-12-04 21:16:22 main:574] : INFO : Epoch 1775 | loss: 0.0312375 | val_loss: 0.031243 | Time: 4045.07 ms [2021-12-04 21:16:26 main:574] : INFO : Epoch 1776 | loss: 0.0312375 | val_loss: 0.0312408 | Time: 3535.94 ms [2021-12-04 21:16:30 main:574] : INFO : Epoch 1777 | loss: 0.0312376 | val_loss: 0.0312407 | Time: 3552.18 ms [2021-12-04 21:16:34 main:574] : INFO : Epoch 1778 | loss: 0.031238 | val_loss: 0.0312403 | Time: 3929.48 ms [2021-12-04 21:16:38 main:574] : INFO : Epoch 1779 | loss: 0.0312385 | val_loss: 0.0312435 | Time: 3818.69 ms [2021-12-04 21:16:42 main:574] : INFO : Epoch 1780 | loss: 0.0312377 | val_loss: 0.0312404 | Time: 3560.39 ms [2021-12-04 21:16:45 main:574] : INFO : Epoch 1781 | loss: 0.0312384 | val_loss: 0.0312428 | Time: 3823.78 ms [2021-12-04 21:16:50 main:574] : INFO : Epoch 1782 | loss: 0.0312385 | val_loss: 0.0312408 | Time: 4099.49 ms [2021-12-04 21:16:54 main:574] : INFO : Epoch 1783 | loss: 0.0312374 | val_loss: 0.0312406 | Time: 3966.86 ms [2021-12-04 21:16:58 main:574] : INFO : Epoch 1784 | loss: 0.0312376 | val_loss: 0.0312405 | Time: 3763.12 ms [2021-12-04 21:17:02 main:574] : INFO : Epoch 1785 | loss: 0.0312379 | val_loss: 0.0312405 | Time: 3786.36 ms [2021-12-04 21:17:05 main:574] : INFO : Epoch 1786 | loss: 0.0312371 | val_loss: 0.0312418 | Time: 3574.8 ms [2021-12-04 21:17:09 main:574] : INFO : Epoch 1787 | loss: 0.031238 | val_loss: 0.0312407 | Time: 3671.94 ms [2021-12-04 21:17:13 main:574] : INFO : Epoch 1788 | loss: 0.0312373 | val_loss: 0.0312419 | Time: 4050.27 ms [2021-12-04 21:17:17 main:574] : INFO : Epoch 1789 | loss: 0.0312376 | val_loss: 0.0312412 | Time: 3956.21 ms [2021-12-04 21:17:21 main:574] : INFO : Epoch 1790 | loss: 0.0312376 | val_loss: 0.031241 | Time: 3947.87 ms [2021-12-04 21:17:25 main:574] : INFO : Epoch 1791 | loss: 0.0312374 | val_loss: 0.0312406 | Time: 3810.28 ms [2021-12-04 21:17:29 main:574] : INFO : Epoch 1792 | loss: 0.0312377 | val_loss: 0.0312413 | Time: 3757.85 ms [2021-12-04 21:17:33 main:574] : INFO : Epoch 1793 | loss: 0.0312382 | val_loss: 0.0312415 | Time: 3622.86 ms [2021-12-04 21:17:37 main:574] : INFO : Epoch 1794 | loss: 0.0312379 | val_loss: 0.0312407 | Time: 3524.85 ms [2021-12-04 21:17:40 main:574] : INFO : Epoch 1795 | loss: 0.0312379 | val_loss: 0.0312417 | Time: 3522.53 ms [2021-12-04 21:17:44 main:574] : INFO : Epoch 1796 | loss: 0.0312377 | val_loss: 0.0312435 | Time: 3838.9 ms [2021-12-04 21:17:49 main:574] : INFO : Epoch 1797 | loss: 0.0312391 | val_loss: 0.031241 | Time: 3914.02 ms [2021-12-04 21:17:52 main:574] : INFO : Epoch 1798 | loss: 0.0312374 | val_loss: 0.0312417 | Time: 3758.47 ms [2021-12-04 21:17:56 main:574] : INFO : Epoch 1799 | loss: 0.0312374 | val_loss: 0.0312405 | Time: 3856.24 ms [2021-12-04 21:18:01 main:574] : INFO : Epoch 1800 | loss: 0.0312377 | val_loss: 0.0312414 | Time: 3933.9 ms [2021-12-04 21:18:04 main:574] : INFO : Epoch 1801 | loss: 0.0312379 | val_loss: 0.0312411 | Time: 3784.72 ms [2021-12-04 21:18:08 main:574] : INFO : Epoch 1802 | loss: 0.0312378 | val_loss: 0.0312421 | Time: 3664.29 ms [2021-12-04 21:18:12 main:574] : INFO : Epoch 1803 | loss: 0.0312379 | val_loss: 0.0312407 | Time: 3886.19 ms [2021-12-04 21:18:16 main:574] : INFO : Epoch 1804 | loss: 0.0312371 | val_loss: 0.0312405 | Time: 3856.98 ms [2021-12-04 21:18:20 main:574] : INFO : Epoch 1805 | loss: 0.0312371 | val_loss: 0.0312406 | Time: 3896.61 ms [2021-12-04 21:18:24 main:574] : INFO : Epoch 1806 | loss: 0.0312374 | val_loss: 0.0312408 | Time: 3680.92 ms [2021-12-04 21:18:28 main:574] : INFO : Epoch 1807 | loss: 0.0312372 | val_loss: 0.0312405 | Time: 3860.98 ms [2021-12-04 21:18:32 main:574] : INFO : Epoch 1808 | loss: 0.0312376 | val_loss: 0.0312405 | Time: 3601.86 ms [2021-12-04 21:18:36 main:574] : INFO : Epoch 1809 | loss: 0.0312375 | val_loss: 0.0312423 | Time: 3769.71 ms [2021-12-04 21:18:40 main:574] : INFO : Epoch 1810 | loss: 0.0312375 | val_loss: 0.0312409 | Time: 3703.16 ms [2021-12-04 21:18:43 main:574] : INFO : Epoch 1811 | loss: 0.0312371 | val_loss: 0.0312407 | Time: 3713.6 ms [2021-12-04 21:18:47 main:574] : INFO : Epoch 1812 | loss: 0.0312372 | val_loss: 0.0312414 | Time: 3697.6 ms [2021-12-04 21:18:51 main:574] : INFO : Epoch 1813 | loss: 0.0312374 | val_loss: 0.0312427 | Time: 3913.89 ms [2021-12-04 21:18:55 main:574] : INFO : Epoch 1814 | loss: 0.0312374 | val_loss: 0.0312421 | Time: 3696.36 ms [2021-12-04 21:18:59 main:574] : INFO : Epoch 1815 | loss: 0.0312371 | val_loss: 0.0312402 | Time: 3553.92 ms [2021-12-04 21:19:03 main:574] : INFO : Epoch 1816 | loss: 0.0312377 | val_loss: 0.0312415 | Time: 3799.4 ms [2021-12-04 21:19:07 main:574] : INFO : Epoch 1817 | loss: 0.0312377 | val_loss: 0.0312414 | Time: 4008.93 ms [2021-12-04 21:19:11 main:574] : INFO : Epoch 1818 | loss: 0.0312383 | val_loss: 0.0312433 | Time: 4219.76 ms [2021-12-04 21:19:15 main:574] : INFO : Epoch 1819 | loss: 0.0312378 | val_loss: 0.0312403 | Time: 3853 ms [2021-12-04 21:19:19 main:574] : INFO : Epoch 1820 | loss: 0.0312377 | val_loss: 0.0312414 | Time: 3946.81 ms [2021-12-04 21:19:23 main:574] : INFO : Epoch 1821 | loss: 0.0312382 | val_loss: 0.0312409 | Time: 3817.86 ms [2021-12-04 21:19:27 main:574] : INFO : Epoch 1822 | loss: 0.0312375 | val_loss: 0.0312404 | Time: 3824.81 ms [2021-12-04 21:19:31 main:574] : INFO : Epoch 1823 | loss: 0.0312375 | val_loss: 0.0312404 | Time: 3589.78 ms [2021-12-04 21:19:35 main:574] : INFO : Epoch 1824 | loss: 0.0312383 | val_loss: 0.031243 | Time: 3546.01 ms [2021-12-04 21:19:39 main:574] : INFO : Epoch 1825 | loss: 0.0312383 | val_loss: 0.0312408 | Time: 3862.64 ms [2021-12-04 21:19:42 main:574] : INFO : Epoch 1826 | loss: 0.031237 | val_loss: 0.0312404 | Time: 3766.42 ms [2021-12-04 21:19:46 main:574] : INFO : Epoch 1827 | loss: 0.0312374 | val_loss: 0.0312436 | Time: 3793.56 ms [2021-12-04 21:19:51 main:574] : INFO : Epoch 1828 | loss: 0.031238 | val_loss: 0.0312404 | Time: 4016.36 ms [2021-12-04 21:19:54 main:574] : INFO : Epoch 1829 | loss: 0.0312375 | val_loss: 0.0312409 | Time: 3730.03 ms [2021-12-04 21:19:58 main:574] : INFO : Epoch 1830 | loss: 0.0312374 | val_loss: 0.0312404 | Time: 3520.12 ms [2021-12-04 21:20:02 main:574] : INFO : Epoch 1831 | loss: 0.0312374 | val_loss: 0.0312407 | Time: 3698.89 ms [2021-12-04 21:20:06 main:574] : INFO : Epoch 1832 | loss: 0.0312372 | val_loss: 0.0312417 | Time: 3687.49 ms [2021-12-04 21:20:10 main:574] : INFO : Epoch 1833 | loss: 0.0312386 | val_loss: 0.0312413 | Time: 3771.21 ms [2021-12-04 21:20:14 main:574] : INFO : Epoch 1834 | loss: 0.0312376 | val_loss: 0.031241 | Time: 4332.27 ms [2021-12-04 21:20:18 main:574] : INFO : Epoch 1835 | loss: 0.0312379 | val_loss: 0.0312403 | Time: 4174.58 ms [2021-12-04 21:20:23 main:574] : INFO : Epoch 1836 | loss: 0.031237 | val_loss: 0.0312402 | Time: 4085.16 ms [2021-12-04 21:20:27 main:574] : INFO : Epoch 1837 | loss: 0.0312368 | val_loss: 0.0312426 | Time: 3686.63 ms [2021-12-04 21:20:30 main:574] : INFO : Epoch 1838 | loss: 0.0312376 | val_loss: 0.0312404 | Time: 3517.32 ms [2021-12-04 21:20:34 main:574] : INFO : Epoch 1839 | loss: 0.0312373 | val_loss: 0.031242 | Time: 3635.26 ms [2021-12-04 21:20:38 main:574] : INFO : Epoch 1840 | loss: 0.0312373 | val_loss: 0.0312413 | Time: 3765.48 ms [2021-12-04 21:20:42 main:574] : INFO : Epoch 1841 | loss: 0.0312374 | val_loss: 0.0312419 | Time: 3661.29 ms [2021-12-04 21:20:45 main:574] : INFO : Epoch 1842 | loss: 0.0312372 | val_loss: 0.031242 | Time: 3453.31 ms [2021-12-04 21:20:49 main:574] : INFO : Epoch 1843 | loss: 0.0312373 | val_loss: 0.0312413 | Time: 4114.22 ms [2021-12-04 21:20:54 main:574] : INFO : Epoch 1844 | loss: 0.0312377 | val_loss: 0.0312408 | Time: 3948.99 ms [2021-12-04 21:20:58 main:574] : INFO : Epoch 1845 | loss: 0.0312381 | val_loss: 0.0312406 | Time: 4006.46 ms [2021-12-04 21:21:02 main:574] : INFO : Epoch 1846 | loss: 0.0312375 | val_loss: 0.0312412 | Time: 3820.8 ms [2021-12-04 21:21:05 main:574] : INFO : Epoch 1847 | loss: 0.0312376 | val_loss: 0.0312415 | Time: 3473.14 ms [2021-12-04 21:21:09 main:574] : INFO : Epoch 1848 | loss: 0.0312371 | val_loss: 0.0312404 | Time: 3506.94 ms [2021-12-04 21:21:13 main:574] : INFO : Epoch 1849 | loss: 0.0312372 | val_loss: 0.0312411 | Time: 4030.91 ms [2021-12-04 21:21:18 main:574] : INFO : Epoch 1850 | loss: 0.0312379 | val_loss: 0.0312413 | Time: 4273.02 ms [2021-12-04 21:21:22 main:574] : INFO : Epoch 1851 | loss: 0.0312372 | val_loss: 0.0312407 | Time: 4225.9 ms [2021-12-04 21:21:26 main:574] : INFO : Epoch 1852 | loss: 0.0312381 | val_loss: 0.0312414 | Time: 3646.15 ms [2021-12-04 21:21:29 main:574] : INFO : Epoch 1853 | loss: 0.0312383 | val_loss: 0.0312433 | Time: 3594.82 ms [2021-12-04 21:21:33 main:574] : INFO : Epoch 1854 | loss: 0.0312377 | val_loss: 0.0312407 | Time: 3767.17 ms [2021-12-04 21:21:37 main:574] : INFO : Epoch 1855 | loss: 0.0312376 | val_loss: 0.0312417 | Time: 3736.2 ms [2021-12-04 21:21:41 main:574] : INFO : Epoch 1856 | loss: 0.0312375 | val_loss: 0.0312411 | Time: 3433.02 ms [2021-12-04 21:21:44 main:574] : INFO : Epoch 1857 | loss: 0.0312379 | val_loss: 0.0312414 | Time: 3424.03 ms [2021-12-04 21:21:48 main:574] : INFO : Epoch 1858 | loss: 0.0312379 | val_loss: 0.0312405 | Time: 3831.01 ms [2021-12-04 21:21:52 main:574] : INFO : Epoch 1859 | loss: 0.031238 | val_loss: 0.0312415 | Time: 3818.63 ms [2021-12-04 21:21:56 main:574] : INFO : Epoch 1860 | loss: 0.0312376 | val_loss: 0.0312415 | Time: 4117.65 ms [2021-12-04 21:22:01 main:574] : INFO : Epoch 1861 | loss: 0.0312373 | val_loss: 0.0312413 | Time: 4062.92 ms [2021-12-04 21:22:05 main:574] : INFO : Epoch 1862 | loss: 0.0312369 | val_loss: 0.0312403 | Time: 4077.58 ms [2021-12-04 21:22:09 main:574] : INFO : Epoch 1863 | loss: 0.0312377 | val_loss: 0.0312409 | Time: 3699.71 ms [2021-12-04 21:22:13 main:574] : INFO : Epoch 1864 | loss: 0.0312374 | val_loss: 0.0312404 | Time: 3680.83 ms [2021-12-04 21:22:17 main:574] : INFO : Epoch 1865 | loss: 0.0312372 | val_loss: 0.0312429 | Time: 3827.14 ms [2021-12-04 21:22:21 main:574] : INFO : Epoch 1866 | loss: 0.0312378 | val_loss: 0.0312411 | Time: 4054.75 ms [2021-12-04 21:22:24 main:574] : INFO : Epoch 1867 | loss: 0.0312372 | val_loss: 0.0312409 | Time: 3380.35 ms [2021-12-04 21:22:28 main:574] : INFO : Epoch 1868 | loss: 0.0312379 | val_loss: 0.031243 | Time: 3314.62 ms [2021-12-04 21:22:32 main:574] : INFO : Epoch 1869 | loss: 0.0312383 | val_loss: 0.031243 | Time: 3943.39 ms [2021-12-04 21:22:36 main:574] : INFO : Epoch 1870 | loss: 0.0312376 | val_loss: 0.0312404 | Time: 3960.46 ms [2021-12-04 21:22:40 main:574] : INFO : Epoch 1871 | loss: 0.0312376 | val_loss: 0.0312415 | Time: 3578.17 ms [2021-12-04 21:22:43 main:574] : INFO : Epoch 1872 | loss: 0.0312372 | val_loss: 0.0312415 | Time: 3559.57 ms [2021-12-04 21:22:47 main:574] : INFO : Epoch 1873 | loss: 0.0312381 | val_loss: 0.0312443 | Time: 3731.51 ms [2021-12-04 21:22:51 main:574] : INFO : Epoch 1874 | loss: 0.0312378 | val_loss: 0.0312404 | Time: 3929.22 ms [2021-12-04 21:22:55 main:574] : INFO : Epoch 1875 | loss: 0.0312378 | val_loss: 0.0312404 | Time: 4037.1 ms [2021-12-04 21:23:00 main:574] : INFO : Epoch 1876 | loss: 0.0312385 | val_loss: 0.0312456 | Time: 4260.49 ms [2021-12-04 21:23:04 main:574] : INFO : Epoch 1877 | loss: 0.0312383 | val_loss: 0.0312424 | Time: 3908.11 ms [2021-12-04 21:23:08 main:574] : INFO : Epoch 1878 | loss: 0.0312377 | val_loss: 0.0312413 | Time: 3986.78 ms [2021-12-04 21:23:12 main:574] : INFO : Epoch 1879 | loss: 0.0312374 | val_loss: 0.0312408 | Time: 3927.96 ms [2021-12-04 21:23:16 main:574] : INFO : Epoch 1880 | loss: 0.031237 | val_loss: 0.0312409 | Time: 3929.97 ms [2021-12-04 21:23:20 main:574] : INFO : Epoch 1881 | loss: 0.0312374 | val_loss: 0.0312407 | Time: 3791.84 ms [2021-12-04 21:23:24 main:574] : INFO : Epoch 1882 | loss: 0.0312371 | val_loss: 0.0312411 | Time: 3358.66 ms [2021-12-04 21:23:27 main:574] : INFO : Epoch 1883 | loss: 0.0312371 | val_loss: 0.0312407 | Time: 3312.71 ms [2021-12-04 21:23:31 main:574] : INFO : Epoch 1884 | loss: 0.031238 | val_loss: 0.0312414 | Time: 3562.71 ms [2021-12-04 21:23:34 main:574] : INFO : Epoch 1885 | loss: 0.0312383 | val_loss: 0.0312429 | Time: 3478.25 ms [2021-12-04 21:23:38 main:574] : INFO : Epoch 1886 | loss: 0.0312384 | val_loss: 0.0312417 | Time: 3498.39 ms [2021-12-04 21:23:42 main:574] : INFO : Epoch 1887 | loss: 0.0312373 | val_loss: 0.0312418 | Time: 3822.66 ms [2021-12-04 21:23:46 main:574] : INFO : Epoch 1888 | loss: 0.0312373 | val_loss: 0.0312404 | Time: 4025.18 ms [2021-12-04 21:23:50 main:574] : INFO : Epoch 1889 | loss: 0.0312371 | val_loss: 0.0312408 | Time: 4012.69 ms [2021-12-04 21:23:55 main:574] : INFO : Epoch 1890 | loss: 0.0312378 | val_loss: 0.0312409 | Time: 4201.08 ms [2021-12-04 21:23:59 main:574] : INFO : Epoch 1891 | loss: 0.0312376 | val_loss: 0.0312408 | Time: 4139.62 ms [2021-12-04 21:24:03 main:574] : INFO : Epoch 1892 | loss: 0.0312375 | val_loss: 0.0312406 | Time: 4023.63 ms [2021-12-04 21:24:07 main:574] : INFO : Epoch 1893 | loss: 0.031238 | val_loss: 0.0312417 | Time: 3974.07 ms [2021-12-04 21:24:11 main:574] : INFO : Epoch 1894 | loss: 0.0312381 | val_loss: 0.0312424 | Time: 3753.48 ms [2021-12-04 21:24:15 main:574] : INFO : Epoch 1895 | loss: 0.0312377 | val_loss: 0.0312412 | Time: 3761.24 ms [2021-12-04 21:24:19 main:574] : INFO : Epoch 1896 | loss: 0.0312378 | val_loss: 0.0312404 | Time: 3603.21 ms [2021-12-04 21:24:22 main:574] : INFO : Epoch 1897 | loss: 0.0312373 | val_loss: 0.0312405 | Time: 3494.13 ms [2021-12-04 21:24:26 main:574] : INFO : Epoch 1898 | loss: 0.0312377 | val_loss: 0.0312413 | Time: 3713.74 ms [2021-12-04 21:24:30 main:574] : INFO : Epoch 1899 | loss: 0.0312373 | val_loss: 0.0312407 | Time: 3536.53 ms [2021-12-04 21:24:33 main:574] : INFO : Epoch 1900 | loss: 0.0312382 | val_loss: 0.031241 | Time: 3447.05 ms [2021-12-04 21:24:37 main:574] : INFO : Epoch 1901 | loss: 0.0312387 | val_loss: 0.0312438 | Time: 3668.6 ms [2021-12-04 21:24:41 main:574] : INFO : Epoch 1902 | loss: 0.0312382 | val_loss: 0.0312404 | Time: 3692.1 ms [2021-12-04 21:24:45 main:574] : INFO : Epoch 1903 | loss: 0.0312377 | val_loss: 0.0312407 | Time: 3673.37 ms [2021-12-04 21:24:49 main:574] : INFO : Epoch 1904 | loss: 0.0312375 | val_loss: 0.0312404 | Time: 3872.84 ms [2021-12-04 21:24:53 main:574] : INFO : Epoch 1905 | loss: 0.0312372 | val_loss: 0.0312404 | Time: 4076.62 ms [2021-12-04 21:24:58 main:574] : INFO : Epoch 1906 | loss: 0.031238 | val_loss: 0.0312409 | Time: 4319.88 ms [2021-12-04 21:25:02 main:574] : INFO : Epoch 1907 | loss: 0.0312371 | val_loss: 0.0312405 | Time: 4146.19 ms [2021-12-04 21:25:06 main:574] : INFO : Epoch 1908 | loss: 0.0312381 | val_loss: 0.0312409 | Time: 3927.23 ms [2021-12-04 21:25:10 main:574] : INFO : Epoch 1909 | loss: 0.0312379 | val_loss: 0.0312422 | Time: 3781.61 ms [2021-12-04 21:25:14 main:574] : INFO : Epoch 1910 | loss: 0.0312372 | val_loss: 0.0312412 | Time: 3745.14 ms [2021-12-04 21:25:17 main:574] : INFO : Epoch 1911 | loss: 0.0312373 | val_loss: 0.0312406 | Time: 3343.27 ms [2021-12-04 21:25:21 main:574] : INFO : Epoch 1912 | loss: 0.0312374 | val_loss: 0.0312402 | Time: 3364.8 ms [2021-12-04 21:25:25 main:574] : INFO : Epoch 1913 | loss: 0.0312373 | val_loss: 0.0312412 | Time: 3975.74 ms [2021-12-04 21:25:29 main:574] : INFO : Epoch 1914 | loss: 0.0312372 | val_loss: 0.0312409 | Time: 3783.64 ms [2021-12-04 21:25:32 main:574] : INFO : Epoch 1915 | loss: 0.0312382 | val_loss: 0.0312425 | Time: 3507.46 ms [2021-12-04 21:25:36 main:574] : INFO : Epoch 1916 | loss: 0.0312393 | val_loss: 0.031243 | Time: 3973.71 ms [2021-12-04 21:25:40 main:574] : INFO : Epoch 1917 | loss: 0.0312389 | val_loss: 0.0312413 | Time: 3912.21 ms [2021-12-04 21:25:44 main:574] : INFO : Epoch 1918 | loss: 0.0312381 | val_loss: 0.0312483 | Time: 3705.75 ms [2021-12-04 21:25:48 main:574] : INFO : Epoch 1919 | loss: 0.0312401 | val_loss: 0.0312476 | Time: 3646.76 ms [2021-12-04 21:25:52 main:574] : INFO : Epoch 1920 | loss: 0.031239 | val_loss: 0.0312413 | Time: 3611.93 ms [2021-12-04 21:25:56 main:574] : INFO : Epoch 1921 | loss: 0.0312375 | val_loss: 0.0312412 | Time: 3990.11 ms [2021-12-04 21:26:00 main:574] : INFO : Epoch 1922 | loss: 0.0312372 | val_loss: 0.0312412 | Time: 4222.04 ms [2021-12-04 21:26:05 main:574] : INFO : Epoch 1923 | loss: 0.0312374 | val_loss: 0.0312411 | Time: 4122.19 ms [2021-12-04 21:26:09 main:574] : INFO : Epoch 1924 | loss: 0.031237 | val_loss: 0.0312407 | Time: 4072.9 ms [2021-12-04 21:26:13 main:574] : INFO : Epoch 1925 | loss: 0.031237 | val_loss: 0.0312405 | Time: 3771.66 ms [2021-12-04 21:26:16 main:574] : INFO : Epoch 1926 | loss: 0.0312371 | val_loss: 0.0312403 | Time: 3291.53 ms [2021-12-04 21:26:20 main:574] : INFO : Epoch 1927 | loss: 0.0312373 | val_loss: 0.0312413 | Time: 3655.28 ms [2021-12-04 21:26:24 main:574] : INFO : Epoch 1928 | loss: 0.0312379 | val_loss: 0.0312403 | Time: 3827.94 ms [2021-12-04 21:26:28 main:574] : INFO : Epoch 1929 | loss: 0.0312375 | val_loss: 0.0312403 | Time: 3665 ms [2021-12-04 21:26:31 main:574] : INFO : Epoch 1930 | loss: 0.0312377 | val_loss: 0.0312403 | Time: 3518.04 ms [2021-12-04 21:26:35 main:574] : INFO : Epoch 1931 | loss: 0.0312374 | val_loss: 0.0312412 | Time: 3935.22 ms [2021-12-04 21:26:40 main:574] : INFO : Epoch 1932 | loss: 0.031238 | val_loss: 0.0312414 | Time: 3934.49 ms [2021-12-04 21:26:44 main:574] : INFO : Epoch 1933 | loss: 0.0312375 | val_loss: 0.0312404 | Time: 4045.42 ms [2021-12-04 21:26:48 main:574] : INFO : Epoch 1934 | loss: 0.0312401 | val_loss: 0.0312483 | Time: 4080.4 ms [2021-12-04 21:26:52 main:574] : INFO : Epoch 1935 | loss: 0.0312396 | val_loss: 0.0312422 | Time: 3597.69 ms [2021-12-04 21:26:55 main:574] : INFO : Epoch 1936 | loss: 0.0312389 | val_loss: 0.0312458 | Time: 3566.11 ms [2021-12-04 21:26:59 main:574] : INFO : Epoch 1937 | loss: 0.0312416 | val_loss: 0.0312451 | Time: 3866.44 ms [2021-12-04 21:27:03 main:574] : INFO : Epoch 1938 | loss: 0.031239 | val_loss: 0.0312407 | Time: 3810.59 ms [2021-12-04 21:27:07 main:574] : INFO : Epoch 1939 | loss: 0.0312373 | val_loss: 0.0312418 | Time: 3655.82 ms [2021-12-04 21:27:11 main:574] : INFO : Epoch 1940 | loss: 0.0312388 | val_loss: 0.0312403 | Time: 3777.96 ms [2021-12-04 21:27:15 main:574] : INFO : Epoch 1941 | loss: 0.0312377 | val_loss: 0.0312419 | Time: 3905.91 ms [2021-12-04 21:27:19 main:574] : INFO : Epoch 1942 | loss: 0.0312373 | val_loss: 0.0312407 | Time: 3720.07 ms [2021-12-04 21:27:23 main:574] : INFO : Epoch 1943 | loss: 0.0312381 | val_loss: 0.0312405 | Time: 4000.67 ms [2021-12-04 21:27:27 main:574] : INFO : Epoch 1944 | loss: 0.0312382 | val_loss: 0.0312403 | Time: 3953.7 ms [2021-12-04 21:27:31 main:574] : INFO : Epoch 1945 | loss: 0.0312371 | val_loss: 0.0312414 | Time: 3723.44 ms [2021-12-04 21:27:35 main:574] : INFO : Epoch 1946 | loss: 0.0312373 | val_loss: 0.0312406 | Time: 3832.69 ms [2021-12-04 21:27:39 main:574] : INFO : Epoch 1947 | loss: 0.0312376 | val_loss: 0.0312421 | Time: 3692.32 ms [2021-12-04 21:27:43 main:574] : INFO : Epoch 1948 | loss: 0.0312376 | val_loss: 0.0312414 | Time: 3888.07 ms [2021-12-04 21:27:47 main:574] : INFO : Epoch 1949 | loss: 0.0312372 | val_loss: 0.0312404 | Time: 3824.27 ms [2021-12-04 21:27:51 main:574] : INFO : Epoch 1950 | loss: 0.0312376 | val_loss: 0.0312427 | Time: 3824.01 ms [2021-12-04 21:27:55 main:574] : INFO : Epoch 1951 | loss: 0.0312393 | val_loss: 0.0312404 | Time: 3654.18 ms [2021-12-04 21:27:58 main:574] : INFO : Epoch 1952 | loss: 0.0312373 | val_loss: 0.0312406 | Time: 3738.35 ms [2021-12-04 21:28:02 main:574] : INFO : Epoch 1953 | loss: 0.031237 | val_loss: 0.0312408 | Time: 3431.82 ms [2021-12-04 21:28:06 main:574] : INFO : Epoch 1954 | loss: 0.031238 | val_loss: 0.0312417 | Time: 3586.77 ms [2021-12-04 21:28:10 main:574] : INFO : Epoch 1955 | loss: 0.0312375 | val_loss: 0.0312405 | Time: 3762.25 ms [2021-12-04 21:28:13 main:574] : INFO : Epoch 1956 | loss: 0.031237 | val_loss: 0.0312406 | Time: 3679.25 ms [2021-12-04 21:28:17 main:574] : INFO : Epoch 1957 | loss: 0.0312371 | val_loss: 0.0312407 | Time: 3763.32 ms [2021-12-04 21:28:22 main:574] : INFO : Epoch 1958 | loss: 0.0312373 | val_loss: 0.0312407 | Time: 4039.46 ms [2021-12-04 21:28:26 main:574] : INFO : Epoch 1959 | loss: 0.0312372 | val_loss: 0.0312403 | Time: 4170.9 ms [2021-12-04 21:28:30 main:574] : INFO : Epoch 1960 | loss: 0.0312372 | val_loss: 0.0312416 | Time: 3928.81 ms [2021-12-04 21:28:34 main:574] : INFO : Epoch 1961 | loss: 0.0312377 | val_loss: 0.0312428 | Time: 3944.06 ms [2021-12-04 21:28:38 main:574] : INFO : Epoch 1962 | loss: 0.0312376 | val_loss: 0.0312406 | Time: 3875.45 ms [2021-12-04 21:28:42 main:574] : INFO : Epoch 1963 | loss: 0.0312374 | val_loss: 0.0312413 | Time: 3805.29 ms [2021-12-04 21:28:46 main:574] : INFO : Epoch 1964 | loss: 0.0312369 | val_loss: 0.0312415 | Time: 3626.51 ms [2021-12-04 21:28:50 main:574] : INFO : Epoch 1965 | loss: 0.0312374 | val_loss: 0.0312413 | Time: 3617.63 ms [2021-12-04 21:28:53 main:574] : INFO : Epoch 1966 | loss: 0.0312371 | val_loss: 0.0312413 | Time: 3698.49 ms [2021-12-04 21:28:57 main:574] : INFO : Epoch 1967 | loss: 0.0312375 | val_loss: 0.0312406 | Time: 3877.87 ms [2021-12-04 21:29:01 main:574] : INFO : Epoch 1968 | loss: 0.0312373 | val_loss: 0.0312403 | Time: 3483.28 ms [2021-12-04 21:29:05 main:574] : INFO : Epoch 1969 | loss: 0.0312374 | val_loss: 0.0312417 | Time: 3492.64 ms [2021-12-04 21:29:09 main:574] : INFO : Epoch 1970 | loss: 0.0312377 | val_loss: 0.031241 | Time: 3742.9 ms [2021-12-04 21:29:12 main:574] : INFO : Epoch 1971 | loss: 0.0312371 | val_loss: 0.0312403 | Time: 3664.9 ms [2021-12-04 21:29:17 main:574] : INFO : Epoch 1972 | loss: 0.0312374 | val_loss: 0.0312405 | Time: 4124 ms [2021-12-04 21:29:21 main:574] : INFO : Epoch 1973 | loss: 0.0312376 | val_loss: 0.031241 | Time: 3872.14 ms [2021-12-04 21:29:25 main:574] : INFO : Epoch 1974 | loss: 0.0312378 | val_loss: 0.0312432 | Time: 3938.51 ms [2021-12-04 21:29:28 main:574] : INFO : Epoch 1975 | loss: 0.031238 | val_loss: 0.0312424 | Time: 3710.98 ms [2021-12-04 21:29:33 main:574] : INFO : Epoch 1976 | loss: 0.0312383 | val_loss: 0.0312436 | Time: 4037.68 ms [2021-12-04 21:29:37 main:574] : INFO : Epoch 1977 | loss: 0.031238 | val_loss: 0.0312408 | Time: 4070.47 ms [2021-12-04 21:29:41 main:574] : INFO : Epoch 1978 | loss: 0.0312389 | val_loss: 0.0312405 | Time: 3921.38 ms [2021-12-04 21:29:45 main:574] : INFO : Epoch 1979 | loss: 0.0312374 | val_loss: 0.0312412 | Time: 3580.8 ms [2021-12-04 21:29:48 main:574] : INFO : Epoch 1980 | loss: 0.0312374 | val_loss: 0.0312433 | Time: 3565.12 ms [2021-12-04 21:29:52 main:574] : INFO : Epoch 1981 | loss: 0.0312387 | val_loss: 0.0312414 | Time: 3657.55 ms [2021-12-04 21:29:56 main:574] : INFO : Epoch 1982 | loss: 0.0312372 | val_loss: 0.0312405 | Time: 3927.29 ms [2021-12-04 21:30:00 main:574] : INFO : Epoch 1983 | loss: 0.031237 | val_loss: 0.0312407 | Time: 3649.08 ms [2021-12-04 21:30:03 main:574] : INFO : Epoch 1984 | loss: 0.0312373 | val_loss: 0.0312407 | Time: 3344.2 ms [2021-12-04 21:30:07 main:574] : INFO : Epoch 1985 | loss: 0.0312374 | val_loss: 0.0312408 | Time: 3718.47 ms [2021-12-04 21:30:11 main:574] : INFO : Epoch 1986 | loss: 0.0312378 | val_loss: 0.0312431 | Time: 3981.91 ms [2021-12-04 21:30:16 main:574] : INFO : Epoch 1987 | loss: 0.0312384 | val_loss: 0.0312403 | Time: 4040.07 ms [2021-12-04 21:30:20 main:574] : INFO : Epoch 1988 | loss: 0.0312372 | val_loss: 0.0312408 | Time: 3932.63 ms [2021-12-04 21:30:24 main:574] : INFO : Epoch 1989 | loss: 0.0312372 | val_loss: 0.0312406 | Time: 3873.39 ms [2021-12-04 21:30:28 main:574] : INFO : Epoch 1990 | loss: 0.0312379 | val_loss: 0.0312407 | Time: 3782.96 ms [2021-12-04 21:30:32 main:574] : INFO : Epoch 1991 | loss: 0.031238 | val_loss: 0.0312421 | Time: 3793.08 ms [2021-12-04 21:30:35 main:574] : INFO : Epoch 1992 | loss: 0.0312382 | val_loss: 0.0312442 | Time: 3505.9 ms [2021-12-04 21:30:39 main:574] : INFO : Epoch 1993 | loss: 0.0312427 | val_loss: 0.0312465 | Time: 3625.63 ms [2021-12-04 21:30:43 main:574] : INFO : Epoch 1994 | loss: 0.0312398 | val_loss: 0.0312417 | Time: 3702.31 ms [2021-12-04 21:30:47 main:574] : INFO : Epoch 1995 | loss: 0.031238 | val_loss: 0.0312416 | Time: 3909.2 ms [2021-12-04 21:30:51 main:574] : INFO : Epoch 1996 | loss: 0.0312374 | val_loss: 0.0312417 | Time: 3892.13 ms [2021-12-04 21:30:55 main:574] : INFO : Epoch 1997 | loss: 0.0312374 | val_loss: 0.0312404 | Time: 4183.25 ms [2021-12-04 21:30:59 main:574] : INFO : Epoch 1998 | loss: 0.0312377 | val_loss: 0.0312409 | Time: 3856.49 ms [2021-12-04 21:31:03 main:574] : INFO : Epoch 1999 | loss: 0.0312371 | val_loss: 0.0312406 | Time: 3517.83 ms [2021-12-04 21:31:06 main:574] : INFO : Epoch 2000 | loss: 0.0312377 | val_loss: 0.0312415 | Time: 3404.68 ms [2021-12-04 21:31:10 main:574] : INFO : Epoch 2001 | loss: 0.0312379 | val_loss: 0.0312404 | Time: 3577.79 ms [2021-12-04 21:31:14 main:574] : INFO : Epoch 2002 | loss: 0.0312373 | val_loss: 0.0312408 | Time: 3828.84 ms [2021-12-04 21:31:18 main:574] : INFO : Epoch 2003 | loss: 0.0312372 | val_loss: 0.0312407 | Time: 3990.22 ms [2021-12-04 21:31:23 main:574] : INFO : Epoch 2004 | loss: 0.0312372 | val_loss: 0.0312412 | Time: 4165.12 ms [2021-12-04 21:31:27 main:574] : INFO : Epoch 2005 | loss: 0.0312372 | val_loss: 0.031241 | Time: 3987.32 ms [2021-12-04 21:31:30 main:574] : INFO : Epoch 2006 | loss: 0.0312373 | val_loss: 0.0312414 | Time: 3584.09 ms [2021-12-04 21:31:34 main:574] : INFO : Epoch 2007 | loss: 0.0312377 | val_loss: 0.0312408 | Time: 3488.1 ms [2021-12-04 21:31:38 main:574] : INFO : Epoch 2008 | loss: 0.0312371 | val_loss: 0.031241 | Time: 3503.92 ms [2021-12-04 21:31:41 main:574] : INFO : Epoch 2009 | loss: 0.0312372 | val_loss: 0.0312403 | Time: 3712.42 ms [2021-12-04 21:31:45 main:574] : INFO : Epoch 2010 | loss: 0.0312371 | val_loss: 0.0312411 | Time: 3579.88 ms [2021-12-04 21:31:49 main:574] : INFO : Epoch 2011 | loss: 0.0312371 | val_loss: 0.0312411 | Time: 4068.64 ms [2021-12-04 21:31:54 main:574] : INFO : Epoch 2012 | loss: 0.0312376 | val_loss: 0.031241 | Time: 4106.72 ms [2021-12-04 21:31:58 main:574] : INFO : Epoch 2013 | loss: 0.0312369 | val_loss: 0.0312409 | Time: 4166.1 ms [2021-12-04 21:32:02 main:574] : INFO : Epoch 2014 | loss: 0.0312385 | val_loss: 0.0312434 | Time: 3853.49 ms [2021-12-04 21:32:06 main:574] : INFO : Epoch 2015 | loss: 0.0312376 | val_loss: 0.0312421 | Time: 3454.01 ms [2021-12-04 21:32:09 main:574] : INFO : Epoch 2016 | loss: 0.0312377 | val_loss: 0.0312405 | Time: 3608.19 ms [2021-12-04 21:32:13 main:574] : INFO : Epoch 2017 | loss: 0.0312375 | val_loss: 0.0312415 | Time: 3775.01 ms [2021-12-04 21:32:17 main:574] : INFO : Epoch 2018 | loss: 0.0312379 | val_loss: 0.0312412 | Time: 3909.98 ms [2021-12-04 21:32:21 main:574] : INFO : Epoch 2019 | loss: 0.0312382 | val_loss: 0.0312406 | Time: 3901.96 ms [2021-12-04 21:32:25 main:574] : INFO : Epoch 2020 | loss: 0.031238 | val_loss: 0.0312425 | Time: 3865.31 ms [2021-12-04 21:32:29 main:574] : INFO : Epoch 2021 | loss: 0.0312377 | val_loss: 0.0312406 | Time: 3660.19 ms [2021-12-04 21:32:33 main:574] : INFO : Epoch 2022 | loss: 0.0312374 | val_loss: 0.0312412 | Time: 3681.24 ms [2021-12-04 21:32:36 main:574] : INFO : Epoch 2023 | loss: 0.0312369 | val_loss: 0.0312406 | Time: 3457.61 ms [2021-12-04 21:32:40 main:574] : INFO : Epoch 2024 | loss: 0.031237 | val_loss: 0.0312402 | Time: 3417.96 ms [2021-12-04 21:32:44 main:574] : INFO : Epoch 2025 | loss: 0.0312371 | val_loss: 0.0312414 | Time: 4017.48 ms [2021-12-04 21:32:49 main:574] : INFO : Epoch 2026 | loss: 0.0312376 | val_loss: 0.0312407 | Time: 4368.58 ms [2021-12-04 21:32:53 main:574] : INFO : Epoch 2027 | loss: 0.0312376 | val_loss: 0.0312423 | Time: 3916.21 ms [2021-12-04 21:32:57 main:574] : INFO : Epoch 2028 | loss: 0.0312379 | val_loss: 0.0312413 | Time: 4119.27 ms [2021-12-04 21:33:01 main:574] : INFO : Epoch 2029 | loss: 0.0312374 | val_loss: 0.031241 | Time: 3990.18 ms [2021-12-04 21:33:05 main:574] : INFO : Epoch 2030 | loss: 0.0312376 | val_loss: 0.0312406 | Time: 3737.5 ms [2021-12-04 21:33:09 main:574] : INFO : Epoch 2031 | loss: 0.0312371 | val_loss: 0.0312414 | Time: 3647.62 ms [2021-12-04 21:33:13 main:574] : INFO : Epoch 2032 | loss: 0.0312373 | val_loss: 0.0312419 | Time: 3762.01 ms [2021-12-04 21:33:17 main:574] : INFO : Epoch 2033 | loss: 0.0312372 | val_loss: 0.0312409 | Time: 3855.98 ms [2021-12-04 21:33:21 main:574] : INFO : Epoch 2034 | loss: 0.0312371 | val_loss: 0.0312406 | Time: 3719.24 ms [2021-12-04 21:33:24 main:574] : INFO : Epoch 2035 | loss: 0.0312384 | val_loss: 0.0312409 | Time: 3701.23 ms [2021-12-04 21:33:28 main:574] : INFO : Epoch 2036 | loss: 0.0312389 | val_loss: 0.0312413 | Time: 3686.63 ms [2021-12-04 21:33:32 main:574] : INFO : Epoch 2037 | loss: 0.0312378 | val_loss: 0.0312418 | Time: 3510.4 ms [2021-12-04 21:33:36 main:574] : INFO : Epoch 2038 | loss: 0.0312382 | val_loss: 0.0312409 | Time: 3662.68 ms [2021-12-04 21:33:40 main:574] : INFO : Epoch 2039 | loss: 0.0312382 | val_loss: 0.0312408 | Time: 3888.88 ms [2021-12-04 21:33:44 main:574] : INFO : Epoch 2040 | loss: 0.031238 | val_loss: 0.0312428 | Time: 3964.69 ms [2021-12-04 21:33:48 main:574] : INFO : Epoch 2041 | loss: 0.0312378 | val_loss: 0.0312409 | Time: 4151.17 ms [2021-12-04 21:33:52 main:574] : INFO : Epoch 2042 | loss: 0.0312372 | val_loss: 0.0312417 | Time: 4023.4 ms [2021-12-04 21:33:56 main:574] : INFO : Epoch 2043 | loss: 0.0312377 | val_loss: 0.0312445 | Time: 3857.52 ms [2021-12-04 21:34:01 main:574] : INFO : Epoch 2044 | loss: 0.0312381 | val_loss: 0.0312421 | Time: 3981.44 ms [2021-12-04 21:34:04 main:574] : INFO : Epoch 2045 | loss: 0.0312405 | val_loss: 0.0312432 | Time: 3674.13 ms [2021-12-04 21:34:08 main:574] : INFO : Epoch 2046 | loss: 0.0312391 | val_loss: 0.031242 | Time: 3465.4 ms [2021-12-04 21:34:12 main:574] : INFO : Epoch 2047 | loss: 0.0312401 | val_loss: 0.0312434 | Time: 3500.72 ms [2021-12-04 21:34:15 main:574] : INFO : Epoch 2048 | loss: 0.0312385 | val_loss: 0.0312421 | Time: 3657.62 ms [2021-12-04 21:34:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312421 [2021-12-04 21:34:16 main:603] : INFO : Saving end state to config to file [2021-12-04 21:34:16 main:608] : INFO : Success, exiting.. 21:34:16 (16272): 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)