Task 12970395
| Name | ParityModified-1647047985-20480-0_0 |
| Workunit | 10102267 |
| Created | 12 Mar 2022, 1:19:47 UTC |
| Sent | 19 Mar 2022, 3:16:02 UTC |
| Report deadline | 27 Mar 2022, 3:16:02 UTC |
| Received | 27 Mar 2022, 1:50:06 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13874 |
| Run time | 3 hours 52 min 50 sec |
| CPU time | 3 hours 45 min 41 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,492.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 3 main:574] : INFO : Epoch 1542 | loss: 0.031245 | val_loss: 0.0312548 | Time: 7612.59 ms [2022-03-26 19:59:31 main:574] : INFO : Epoch 1543 | loss: 0.0312454 | val_loss: 0.0312611 | Time: 7156.86 ms [2022-03-26 19:59:38 main:574] : INFO : Epoch 1544 | loss: 0.031246 | val_loss: 0.0312601 | Time: 7474.32 ms [2022-03-26 19:59:46 main:574] : INFO : Epoch 1545 | loss: 0.031245 | val_loss: 0.0312556 | Time: 7676.97 ms [2022-03-26 19:59:53 main:574] : INFO : Epoch 1546 | loss: 0.0312458 | val_loss: 0.0312526 | Time: 7161.96 ms [2022-03-26 20:00:00 main:574] : INFO : Epoch 1547 | loss: 0.0312463 | val_loss: 0.0312534 | Time: 6892.88 ms [2022-03-26 20:00:07 main:574] : INFO : Epoch 1548 | loss: 0.0312451 | val_loss: 0.0312555 | Time: 6909.41 ms [2022-03-26 20:00:14 main:574] : INFO : Epoch 1549 | loss: 0.0312447 | val_loss: 0.0312549 | Time: 6807.56 ms [2022-03-26 20:00:21 main:574] : INFO : Epoch 1550 | loss: 0.0312455 | val_loss: 0.0312521 | Time: 7722.07 ms [2022-03-26 20:00:29 main:574] : INFO : Epoch 1551 | loss: 0.0312445 | val_loss: 0.0312583 | Time: 7833.52 ms [2022-03-26 20:00:37 main:574] : INFO : Epoch 1552 | loss: 0.0312457 | val_loss: 0.0312546 | Time: 7760.21 ms [2022-03-26 20:00:45 main:574] : INFO : Epoch 1553 | loss: 0.0312444 | val_loss: 0.0312577 | Time: 7730.08 ms [2022-03-26 20:00:52 main:574] : INFO : Epoch 1554 | loss: 0.0312443 | val_loss: 0.0312547 | Time: 6970.62 ms [2022-03-26 20:00:58 main:574] : INFO : Epoch 1555 | loss: 0.0312445 | val_loss: 0.0312537 | Time: 6551.47 ms [2022-03-26 20:01:06 main:574] : INFO : Epoch 1556 | loss: 0.0312445 | val_loss: 0.0312567 | Time: 7781.9 ms [2022-03-26 20:01:13 main:574] : INFO : Epoch 1557 | loss: 0.0312465 | val_loss: 0.0312538 | Time: 7168.77 ms [2022-03-26 20:01:20 main:574] : INFO : Epoch 1558 | loss: 0.0312472 | val_loss: 0.0312577 | Time: 7054.32 ms [2022-03-26 20:01:28 main:574] : INFO : Epoch 1559 | loss: 0.0312452 | val_loss: 0.0312539 | Time: 7434.98 ms [2022-03-26 20:01:36 main:574] : INFO : Epoch 1560 | loss: 0.0312443 | val_loss: 0.0312534 | Time: 8045.95 ms [2022-03-26 20:01:43 main:574] : INFO : Epoch 1561 | loss: 0.0312445 | val_loss: 0.0312572 | Time: 6896.75 ms [2022-03-26 20:01:50 main:574] : INFO : Epoch 1562 | loss: 0.0312444 | val_loss: 0.0312567 | Time: 7122.64 ms [2022-03-26 20:01:57 main:574] : INFO : Epoch 1563 | loss: 0.0312443 | val_loss: 0.0312553 | Time: 7490.68 ms [2022-03-26 20:02:05 main:574] : INFO : Epoch 1564 | loss: 0.0312442 | val_loss: 0.031258 | Time: 7365.84 ms [2022-03-26 20:02:13 main:574] : INFO : Epoch 1565 | loss: 0.0312441 | val_loss: 0.0312546 | Time: 7780.88 ms [2022-03-26 20:02:19 main:574] : INFO : Epoch 1566 | loss: 0.0312438 | val_loss: 0.0312568 | Time: 6695.85 ms [2022-03-26 20:02:27 main:574] : INFO : Epoch 1567 | loss: 0.0312441 | val_loss: 0.0312535 | Time: 7451.56 ms [2022-03-26 20:02:34 main:574] : INFO : Epoch 1568 | loss: 0.0312451 | val_loss: 0.0312546 | Time: 7243.02 ms [2022-03-26 20:02:41 main:574] : INFO : Epoch 1569 | loss: 0.0312444 | val_loss: 0.0312574 | Time: 6799.09 ms [2022-03-26 20:02:48 main:574] : INFO : Epoch 1570 | loss: 0.0312441 | val_loss: 0.0312563 | Time: 7431.25 ms [2022-03-26 20:02:55 main:574] : INFO : Epoch 1571 | loss: 0.0312443 | val_loss: 0.0312551 | Time: 7015.94 ms [2022-03-26 20:03:03 main:574] : INFO : Epoch 1572 | loss: 0.0312437 | val_loss: 0.0312562 | Time: 7206.16 ms [2022-03-26 20:03:10 main:574] : INFO : Epoch 1573 | loss: 0.0312437 | val_loss: 0.0312568 | Time: 7155.66 ms [2022-03-26 20:03:17 main:574] : INFO : Epoch 1574 | loss: 0.031244 | val_loss: 0.0312551 | Time: 7136.72 ms [2022-03-26 20:03:24 main:574] : INFO : Epoch 1575 | loss: 0.0312443 | val_loss: 0.031259 | Time: 6892.76 ms [2022-03-26 20:03:32 main:574] : INFO : Epoch 1576 | loss: 0.0312439 | val_loss: 0.0312568 | Time: 7910.76 ms [2022-03-26 20:03:39 main:574] : INFO : Epoch 1577 | loss: 0.0312446 | val_loss: 0.0312593 | Time: 7235.02 ms [2022-03-26 20:03:46 main:574] : INFO : Epoch 1578 | loss: 0.031245 | val_loss: 0.0312584 | Time: 7303.3 ms [2022-03-26 20:03:53 main:574] : INFO : Epoch 1579 | loss: 0.0312441 | val_loss: 0.0312565 | Time: 6951.56 ms [2022-03-26 20:04:00 main:574] : INFO : Epoch 1580 | loss: 0.0312436 | val_loss: 0.0312582 | Time: 7184.54 ms [2022-03-26 20:04:08 main:574] : INFO : Epoch 1581 | loss: 0.0312433 | val_loss: 0.0312561 | Time: 7406.3 ms [2022-03-26 20:04:15 main:574] : INFO : Epoch 1582 | loss: 0.0312446 | val_loss: 0.0312545 | Time: 7488.46 ms [2022-03-26 20:04:23 main:574] : INFO : Epoch 1583 | loss: 0.0312448 | val_loss: 0.0312555 | Time: 7197.42 ms [2022-03-26 20:04:30 main:574] : INFO : Epoch 1584 | loss: 0.0312442 | val_loss: 0.0312558 | Time: 7308.05 ms [2022-03-26 20:04:37 main:574] : INFO : Epoch 1585 | loss: 0.0312449 | val_loss: 0.0312625 | Time: 7342.7 ms [2022-03-26 20:04:45 main:574] : INFO : Epoch 1586 | loss: 0.0312455 | val_loss: 0.0312578 | Time: 7210.67 ms [2022-03-26 20:04:52 main:574] : INFO : Epoch 1587 | loss: 0.0312445 | val_loss: 0.0312548 | Time: 7526.13 ms [2022-03-26 20:04:59 main:574] : INFO : Epoch 1588 | loss: 0.0312453 | val_loss: 0.0312588 | Time: 6900.23 ms [2022-03-26 20:05:06 main:574] : INFO : Epoch 1589 | loss: 0.0312435 | val_loss: 0.0312551 | Time: 7397.01 ms [2022-03-26 20:05:14 main:574] : INFO : Epoch 1590 | loss: 0.0312437 | val_loss: 0.0312544 | Time: 7367.61 ms [2022-03-26 20:05:21 main:574] : INFO : Epoch 1591 | loss: 0.0312447 | val_loss: 0.0312563 | Time: 6896.81 ms [2022-03-26 20:05:28 main:574] : INFO : Epoch 1592 | loss: 0.0312442 | val_loss: 0.0312565 | Time: 7299.58 ms [2022-03-26 20:05:36 main:574] : INFO : Epoch 1593 | loss: 0.031243 | val_loss: 0.0312566 | Time: 7816.76 ms [2022-03-26 20:05:43 main:574] : INFO : Epoch 1594 | loss: 0.0312428 | val_loss: 0.0312583 | Time: 6726.7 ms [2022-03-26 20:05:50 main:574] : INFO : Epoch 1595 | loss: 0.0312428 | val_loss: 0.0312579 | Time: 7069.25 ms [2022-03-26 20:05:57 main:574] : INFO : Epoch 1596 | loss: 0.0312433 | val_loss: 0.0312597 | Time: 7705.16 ms [2022-03-26 20:06:04 main:574] : INFO : Epoch 1597 | loss: 0.0312429 | val_loss: 0.0312597 | Time: 7016.24 ms [2022-03-26 20:06:11 main:574] : INFO : Epoch 1598 | loss: 0.0312429 | val_loss: 0.0312586 | Time: 6976.83 ms [2022-03-26 20:06:18 main:574] : INFO : Epoch 1599 | loss: 0.0312431 | val_loss: 0.031257 | Time: 6572.82 ms [2022-03-26 20:06:21 main:574] : INFO : Epoch 1600 | loss: 0.0312432 | val_loss: 0.0312591 | Time: 3319.33 ms [2022-03-26 20:06:26 main:574] : INFO : Epoch 1601 | loss: 0.0312451 | val_loss: 0.031258 | Time: 4901.47 ms [2022-03-26 20:06:31 main:574] : INFO : Epoch 1602 | loss: 0.0312428 | val_loss: 0.0312589 | Time: 4647.36 ms [2022-03-26 20:06:36 main:574] : INFO : Epoch 1603 | loss: 0.0312431 | val_loss: 0.0312576 | Time: 4802.01 ms [2022-03-26 20:06:41 main:574] : INFO : Epoch 1604 | loss: 0.0312425 | val_loss: 0.0312569 | Time: 5171.27 ms [2022-03-26 20:06:46 main:574] : INFO : Epoch 1605 | loss: 0.0312441 | val_loss: 0.031256 | Time: 5342.7 ms [2022-03-26 20:06:52 main:574] : INFO : Epoch 1606 | loss: 0.0312432 | val_loss: 0.03126 | Time: 5895.8 ms [2022-03-26 20:06:58 main:574] : INFO : Epoch 1607 | loss: 0.0312429 | val_loss: 0.0312552 | Time: 5850.02 ms [2022-03-26 20:07:04 main:574] : INFO : Epoch 1608 | loss: 0.0312433 | val_loss: 0.031258 | Time: 5554.44 ms [2022-03-26 20:07:08 main:574] : INFO : Epoch 1609 | loss: 0.0312429 | val_loss: 0.0312577 | Time: 4665.04 ms [2022-03-26 20:07:13 main:574] : INFO : Epoch 1610 | loss: 0.0312428 | val_loss: 0.0312587 | Time: 4818.38 ms [2022-03-26 20:07:18 main:574] : INFO : Epoch 1611 | loss: 0.0312425 | val_loss: 0.0312609 | Time: 4847.28 ms [2022-03-26 20:07:23 main:574] : INFO : Epoch 1612 | loss: 0.0312429 | val_loss: 0.0312635 | Time: 4742.1 ms [2022-03-26 20:07:27 main:574] : INFO : Epoch 1613 | loss: 0.0312438 | val_loss: 0.0312576 | Time: 4443.16 ms [2022-03-26 20:07:32 main:574] : INFO : Epoch 1614 | loss: 0.0312441 | val_loss: 0.0312575 | Time: 4806.12 ms [2022-03-26 20:07:37 main:574] : INFO : Epoch 1615 | loss: 0.031244 | val_loss: 0.0312605 | Time: 4913.23 ms [2022-03-26 20:07:41 main:574] : INFO : Epoch 1616 | loss: 0.0312441 | val_loss: 0.0312569 | Time: 4020.26 ms [2022-03-26 20:07:45 main:574] : INFO : Epoch 1617 | loss: 0.0312435 | val_loss: 0.0312595 | Time: 4001.18 ms [2022-03-26 20:07:49 main:574] : INFO : Epoch 1618 | loss: 0.031242 | val_loss: 0.031259 | Time: 4076.42 ms [2022-03-26 20:07:53 main:574] : INFO : Epoch 1619 | loss: 0.0312419 | val_loss: 0.0312574 | Time: 4260.95 ms [2022-03-26 20:07:58 main:574] : INFO : Epoch 1620 | loss: 0.0312424 | val_loss: 0.0312597 | Time: 4440.98 ms [2022-03-26 20:08:02 main:574] : INFO : Epoch 1621 | loss: 0.0312434 | val_loss: 0.0312584 | Time: 4067.06 ms [2022-03-26 20:08:06 main:574] : INFO : Epoch 1622 | loss: 0.0312421 | val_loss: 0.03126 | Time: 4029.15 ms [2022-03-26 20:08:11 main:574] : INFO : Epoch 1623 | loss: 0.0312434 | val_loss: 0.0312557 | Time: 4701.75 ms [2022-03-26 20:08:15 main:574] : INFO : Epoch 1624 | loss: 0.031243 | val_loss: 0.0312581 | Time: 4038.22 ms [2022-03-26 20:08:19 main:574] : INFO : Epoch 1625 | loss: 0.0312435 | val_loss: 0.0312584 | Time: 4019.85 ms [2022-03-26 20:08:23 main:574] : INFO : Epoch 1626 | loss: 0.0312436 | val_loss: 0.0312575 | Time: 4086.78 ms [2022-03-26 20:08:27 main:574] : INFO : Epoch 1627 | loss: 0.0312428 | val_loss: 0.0312547 | Time: 4062.53 ms [2022-03-26 20:08:31 main:574] : INFO : Epoch 1628 | loss: 0.0312426 | val_loss: 0.0312576 | Time: 4138.25 ms [2022-03-26 20:08:35 main:574] : INFO : Epoch 1629 | loss: 0.0312424 | val_loss: 0.0312583 | Time: 4091.61 ms [2022-03-26 20:08:39 main:574] : INFO : Epoch 1630 | loss: 0.0312417 | val_loss: 0.0312634 | Time: 4069.61 ms [2022-03-26 20:08:44 main:574] : INFO : Epoch 1631 | loss: 0.0312429 | val_loss: 0.0312601 | Time: 4398.6 ms [2022-03-26 20:08:48 main:574] : INFO : Epoch 1632 | loss: 0.031242 | val_loss: 0.0312585 | Time: 4065.92 ms [2022-03-26 20:08:52 main:574] : INFO : Epoch 1633 | loss: 0.0312422 | val_loss: 0.031258 | Time: 4045.9 ms [2022-03-26 20:08:56 main:574] : INFO : Epoch 1634 | loss: 0.0312413 | val_loss: 0.031259 | Time: 4053.57 ms [2022-03-26 20:09:00 main:574] : INFO : Epoch 1635 | loss: 0.0312422 | val_loss: 0.0312601 | Time: 4231.38 ms [2022-03-26 20:09:04 main:574] : INFO : Epoch 1636 | loss: 0.0312419 | val_loss: 0.0312575 | Time: 3942.39 ms [2022-03-26 20:09:09 main:574] : INFO : Epoch 1637 | loss: 0.031241 | val_loss: 0.031258 | Time: 5200.84 ms [2022-03-26 20:09:13 main:574] : INFO : Epoch 1638 | loss: 0.0312416 | val_loss: 0.0312573 | Time: 4038.54 ms [2022-03-26 20:09:17 main:574] : INFO : Epoch 1639 | loss: 0.0312415 | val_loss: 0.0312586 | Time: 4168.26 ms [2022-03-26 20:09:22 main:574] : INFO : Epoch 1640 | loss: 0.0312421 | val_loss: 0.0312595 | Time: 4082.22 ms [2022-03-26 20:09:26 main:574] : INFO : Epoch 1641 | loss: 0.0312416 | val_loss: 0.0312595 | Time: 4164.49 ms [2022-03-26 20:09:30 main:574] : INFO : Epoch 1642 | loss: 0.0312416 | val_loss: 0.0312594 | Time: 4055.56 ms [2022-03-26 20:09:34 main:574] : INFO : Epoch 1643 | loss: 0.0312416 | val_loss: 0.0312575 | Time: 4069.64 ms [2022-03-26 20:09:38 main:574] : INFO : Epoch 1644 | loss: 0.0312424 | val_loss: 0.031259 | Time: 4129.56 ms [2022-03-26 20:09:42 main:574] : INFO : Epoch 1645 | loss: 0.0312419 | val_loss: 0.0312618 | Time: 4140.53 ms [2022-03-26 20:09:46 main:574] : INFO : Epoch 1646 | loss: 0.0312415 | val_loss: 0.0312558 | Time: 4042.14 ms [2022-03-26 20:09:50 main:574] : INFO : Epoch 1647 | loss: 0.0312421 | val_loss: 0.0312582 | Time: 4283.01 ms [2022-03-26 20:09:55 main:574] : INFO : Epoch 1648 | loss: 0.0312416 | val_loss: 0.0312556 | Time: 4127.32 ms [2022-03-26 20:09:59 main:574] : INFO : Epoch 1649 | loss: 0.0312428 | val_loss: 0.0312547 | Time: 4081.76 ms [2022-03-26 20:10:03 main:574] : INFO : Epoch 1650 | loss: 0.0312427 | val_loss: 0.0312631 | Time: 4402.41 ms [2022-03-26 20:10:07 main:574] : INFO : Epoch 1651 | loss: 0.0312419 | val_loss: 0.0312545 | Time: 4263.24 ms [2022-03-26 20:10:12 main:574] : INFO : Epoch 1652 | loss: 0.031242 | val_loss: 0.0312565 | Time: 4245.07 ms [2022-03-26 20:10:16 main:574] : INFO : Epoch 1653 | loss: 0.0312407 | val_loss: 0.031257 | Time: 4078.58 ms [2022-03-26 20:10:20 main:574] : INFO : Epoch 1654 | loss: 0.0312411 | val_loss: 0.0312565 | Time: 4064.78 ms [2022-03-26 20:10:24 main:574] : INFO : Epoch 1655 | loss: 0.0312414 | val_loss: 0.0312589 | Time: 3797.31 ms [2022-03-26 20:10:28 main:574] : INFO : Epoch 1656 | loss: 0.0312405 | val_loss: 0.0312621 | Time: 4413.92 ms [2022-03-26 20:10:32 main:574] : INFO : Epoch 1657 | loss: 0.0312413 | val_loss: 0.0312579 | Time: 4158.83 ms [2022-03-26 20:10:36 main:574] : INFO : Epoch 1658 | loss: 0.0312404 | val_loss: 0.0312561 | Time: 4060.16 ms [2022-03-26 20:10:41 main:574] : INFO : Epoch 1659 | loss: 0.0312435 | val_loss: 0.0312562 | Time: 4413.53 ms [2022-03-26 20:10:45 main:574] : INFO : Epoch 1660 | loss: 0.0312416 | val_loss: 0.0312561 | Time: 4046.97 ms [2022-03-26 20:10:49 main:574] : INFO : Epoch 1661 | loss: 0.0312421 | val_loss: 0.0312548 | Time: 4049.09 ms [2022-03-26 20:10:53 main:574] : INFO : Epoch 1662 | loss: 0.0312408 | val_loss: 0.0312597 | Time: 4258.38 ms [2022-03-26 20:10:57 main:574] : INFO : Epoch 1663 | loss: 0.031241 | val_loss: 0.0312576 | Time: 4206.83 ms [2022-03-26 20:11:01 main:574] : INFO : Epoch 1664 | loss: 0.0312429 | val_loss: 0.031256 | Time: 4075.81 ms [2022-03-26 20:11:06 main:574] : INFO : Epoch 1665 | loss: 0.0312433 | val_loss: 0.031257 | Time: 4080.6 ms [2022-03-26 20:11:10 main:574] : INFO : Epoch 1666 | loss: 0.0312419 | val_loss: 0.0312595 | Time: 4058.02 ms [2022-03-26 20:11:14 main:574] : INFO : Epoch 1667 | loss: 0.0312403 | val_loss: 0.031261 | Time: 4333.55 ms [2022-03-26 20:11:18 main:574] : INFO : Epoch 1668 | loss: 0.0312432 | val_loss: 0.031258 | Time: 4344.69 ms [2022-03-26 20:11:23 main:574] : INFO : Epoch 1669 | loss: 0.0312423 | val_loss: 0.03126 | Time: 4568.39 ms [2022-03-26 20:11:27 main:574] : INFO : Epoch 1670 | loss: 0.0312429 | val_loss: 0.0312579 | Time: 4112.28 ms [2022-03-26 20:11:31 main:574] : INFO : Epoch 1671 | loss: 0.0312408 | val_loss: 0.0312588 | Time: 4042.04 ms [2022-03-26 20:11:35 main:574] : INFO : Epoch 1672 | loss: 0.0312427 | val_loss: 0.0312544 | Time: 4061.79 ms [2022-03-26 20:11:39 main:574] : INFO : Epoch 1673 | loss: 0.0312418 | val_loss: 0.0312637 | Time: 4289.67 ms [2022-03-26 20:11:43 main:574] : INFO : Epoch 1674 | loss: 0.0312405 | val_loss: 0.0312613 | Time: 3984.85 ms [2022-03-26 20:11:48 main:574] : INFO : Epoch 1675 | loss: 0.0312437 | val_loss: 0.0312559 | Time: 4137.29 ms [2022-03-26 20:11:52 main:574] : INFO : Epoch 1676 | loss: 0.0312419 | val_loss: 0.0312598 | Time: 4172.51 ms [2022-03-26 20:11:56 main:574] : INFO : Epoch 1677 | loss: 0.031242 | val_loss: 0.0312592 | Time: 4497.67 ms [2022-03-26 20:12:01 main:574] : INFO : Epoch 1678 | loss: 0.0312407 | val_loss: 0.031261 | Time: 4936.64 ms [2022-03-26 20:12:05 main:574] : INFO : Epoch 1679 | loss: 0.0312418 | val_loss: 0.031255 | Time: 4030.31 ms [2022-03-26 20:12:09 main:574] : INFO : Epoch 1680 | loss: 0.0312428 | val_loss: 0.0312552 | Time: 4044.75 ms [2022-03-26 20:12:13 main:574] : INFO : Epoch 1681 | loss: 0.0312409 | val_loss: 0.0312613 | Time: 4120.26 ms [2022-03-26 20:12:17 main:574] : INFO : Epoch 1682 | loss: 0.0312414 | val_loss: 0.0312568 | Time: 4051.95 ms [2022-03-26 20:12:22 main:574] : INFO : Epoch 1683 | loss: 0.031241 | val_loss: 0.0312557 | Time: 4060.46 ms [2022-03-26 20:12:26 main:574] : INFO : Epoch 1684 | loss: 0.0312417 | val_loss: 0.0312572 | Time: 4088.29 ms [2022-03-26 20:12:30 main:574] : INFO : Epoch 1685 | loss: 0.0312412 | val_loss: 0.0312572 | Time: 4054.63 ms [2022-03-26 20:12:34 main:574] : INFO : Epoch 1686 | loss: 0.0312403 | val_loss: 0.0312569 | Time: 4128.78 ms [2022-03-26 20:12:38 main:574] : INFO : Epoch 1687 | loss: 0.0312403 | val_loss: 0.0312567 | Time: 4119.16 ms [2022-03-26 20:12:42 main:574] : INFO : Epoch 1688 | loss: 0.0312413 | val_loss: 0.0312576 | Time: 4096.19 ms [2022-03-26 20:12:46 main:574] : INFO : Epoch 1689 | loss: 0.0312408 | val_loss: 0.0312622 | Time: 4049.35 ms [2022-03-26 20:12:50 main:574] : INFO : Epoch 1690 | loss: 0.031242 | val_loss: 0.0312537 | Time: 4090.2 ms [2022-03-26 20:12:54 main:574] : INFO : Epoch 1691 | loss: 0.0312417 | val_loss: 0.0312594 | Time: 4106.42 ms [2022-03-26 20:12:58 main:574] : INFO : Epoch 1692 | loss: 0.0312433 | val_loss: 0.0312578 | Time: 4037.82 ms [2022-03-26 20:13:02 main:574] : INFO : Epoch 1693 | loss: 0.0312434 | val_loss: 0.0312567 | Time: 4045.17 ms [2022-03-26 20:13:06 main:574] : INFO : Epoch 1694 | loss: 0.0312427 | val_loss: 0.0312583 | Time: 3768.06 ms [2022-03-26 20:13:10 main:574] : INFO : Epoch 1695 | loss: 0.0312408 | val_loss: 0.0312595 | Time: 4043.78 ms [2022-03-26 20:13:14 main:574] : INFO : Epoch 1696 | loss: 0.0312409 | val_loss: 0.0312552 | Time: 4065.95 ms [2022-03-26 20:13:18 main:574] : INFO : Epoch 1697 | loss: 0.0312402 | val_loss: 0.0312583 | Time: 4104.34 ms [2022-03-26 20:13:23 main:574] : INFO : Epoch 1698 | loss: 0.0312401 | val_loss: 0.0312586 | Time: 4192.38 ms [2022-03-26 20:13:27 main:574] : INFO : Epoch 1699 | loss: 0.0312414 | val_loss: 0.0312607 | Time: 4047.79 ms [2022-03-26 20:13:31 main:574] : INFO : Epoch 1700 | loss: 0.0312421 | val_loss: 0.0312562 | Time: 4309.65 ms [2022-03-26 20:13:36 main:574] : INFO : Epoch 1701 | loss: 0.0312422 | val_loss: 0.031257 | Time: 4486.31 ms [2022-03-26 20:13:40 main:574] : INFO : Epoch 1702 | loss: 0.031241 | val_loss: 0.0312621 | Time: 4065.74 ms [2022-03-26 20:13:44 main:574] : INFO : Epoch 1703 | loss: 0.0312416 | val_loss: 0.0312587 | Time: 4074.34 ms [2022-03-26 20:13:48 main:574] : INFO : Epoch 1704 | loss: 0.0312398 | val_loss: 0.03126 | Time: 4328.46 ms [2022-03-26 20:13:52 main:574] : INFO : Epoch 1705 | loss: 0.0312398 | val_loss: 0.0312595 | Time: 4059.65 ms [2022-03-26 20:13:56 main:574] : INFO : Epoch 1706 | loss: 0.0312429 | val_loss: 0.0312542 | Time: 4071.56 ms [2022-03-26 20:14:01 main:574] : INFO : Epoch 1707 | loss: 0.0312468 | val_loss: 0.031251 | Time: 4372.46 ms [2022-03-26 20:14:05 main:574] : INFO : Epoch 1708 | loss: 0.031244 | val_loss: 0.0312564 | Time: 3972.79 ms [2022-03-26 20:14:09 main:574] : INFO : Epoch 1709 | loss: 0.0312413 | val_loss: 0.0312605 | Time: 4008.19 ms [2022-03-26 20:14:13 main:574] : INFO : Epoch 1710 | loss: 0.0312406 | val_loss: 0.0312581 | Time: 4004.6 ms [2022-03-26 20:14:17 main:574] : INFO : Epoch 1711 | loss: 0.0312401 | val_loss: 0.0312603 | Time: 3988.63 ms [2022-03-26 20:14:21 main:574] : INFO : Epoch 1712 | loss: 0.0312402 | val_loss: 0.0312596 | Time: 4025.17 ms [2022-03-26 20:14:24 main:574] : INFO : Epoch 1713 | loss: 0.0312407 | val_loss: 0.0312541 | Time: 3598.63 ms [2022-03-26 20:14:28 main:574] : INFO : Epoch 1714 | loss: 0.0312415 | val_loss: 0.0312565 | Time: 4045.19 ms [2022-03-26 20:14:33 main:574] : INFO : Epoch 1715 | loss: 0.0312398 | val_loss: 0.0312582 | Time: 4269.86 ms [2022-03-26 20:14:37 main:574] : INFO : Epoch 1716 | loss: 0.0312409 | val_loss: 0.0312584 | Time: 4014.09 ms [2022-03-26 20:14:41 main:574] : INFO : Epoch 1717 | loss: 0.0312394 | val_loss: 0.0312621 | Time: 4041.78 ms [2022-03-26 20:14:45 main:574] : INFO : Epoch 1718 | loss: 0.0312399 | val_loss: 0.0312583 | Time: 4194.81 ms [2022-03-26 20:14:49 main:574] : INFO : Epoch 1719 | loss: 0.0312422 | val_loss: 0.0312524 | Time: 4266.55 ms [2022-03-26 20:14:53 main:574] : INFO : Epoch 1720 | loss: 0.031242 | val_loss: 0.0312619 | Time: 4238.4 ms [2022-03-26 20:14:57 main:574] : INFO : Epoch 1721 | loss: 0.031244 | val_loss: 0.0312605 | Time: 3996.12 ms [2022-03-26 20:15:02 main:574] : INFO : Epoch 1722 | loss: 0.0312418 | val_loss: 0.0312663 | Time: 4305.56 ms [2022-03-26 20:15:06 main:574] : INFO : Epoch 1723 | loss: 0.0312405 | val_loss: 0.0312638 | Time: 3990.99 ms [2022-03-26 20:15:10 main:574] : INFO : Epoch 1724 | loss: 0.0312407 | val_loss: 0.0312605 | Time: 3970.56 ms [2022-03-26 20:15:14 main:574] : INFO : Epoch 1725 | loss: 0.0312399 | val_loss: 0.0312557 | Time: 4378.94 ms [2022-03-26 20:15:18 main:574] : INFO : Epoch 1726 | loss: 0.0312428 | val_loss: 0.031263 | Time: 4015.73 ms [2022-03-26 20:15:22 main:574] : INFO : Epoch 1727 | loss: 0.0312401 | val_loss: 0.0312614 | Time: 4127.55 ms [2022-03-26 20:15:26 main:574] : INFO : Epoch 1728 | loss: 0.0312412 | val_loss: 0.0312581 | Time: 4064.41 ms [2022-03-26 20:15:30 main:574] : INFO : Epoch 1729 | loss: 0.0312398 | val_loss: 0.0312649 | Time: 4087.48 ms [2022-03-26 20:15:35 main:574] : INFO : Epoch 1730 | loss: 0.0312426 | val_loss: 0.031257 | Time: 4063.26 ms [2022-03-26 20:15:39 main:574] : INFO : Epoch 1731 | loss: 0.0312448 | val_loss: 0.0312559 | Time: 4171.02 ms [2022-03-26 20:15:43 main:574] : INFO : Epoch 1732 | loss: 0.0312414 | val_loss: 0.0312579 | Time: 3920.11 ms [2022-03-26 20:15:47 main:574] : INFO : Epoch 1733 | loss: 0.0312412 | val_loss: 0.0312636 | Time: 3942.22 ms [2022-03-26 20:15:51 main:574] : INFO : Epoch 1734 | loss: 0.0312424 | val_loss: 0.0312576 | Time: 4137.3 ms [2022-03-26 20:15:55 main:574] : INFO : Epoch 1735 | loss: 0.0312406 | val_loss: 0.0312608 | Time: 4148.72 ms [2022-03-26 20:15:59 main:574] : INFO : Epoch 1736 | loss: 0.0312409 | val_loss: 0.0312584 | Time: 4108.05 ms [2022-03-26 20:16:03 main:574] : INFO : Epoch 1737 | loss: 0.0312418 | val_loss: 0.0312561 | Time: 4111.64 ms [2022-03-26 20:16:07 main:574] : INFO : Epoch 1738 | loss: 0.0312421 | val_loss: 0.031254 | Time: 4355.29 ms [2022-03-26 20:16:12 main:574] : INFO : Epoch 1739 | loss: 0.0312447 | val_loss: 0.0312522 | Time: 4150.51 ms [2022-03-26 20:16:16 main:574] : INFO : Epoch 1740 | loss: 0.0312414 | val_loss: 0.0312599 | Time: 4128.92 ms [2022-03-26 20:16:20 main:574] : INFO : Epoch 1741 | loss: 0.0312398 | val_loss: 0.0312615 | Time: 4095.04 ms [2022-03-26 20:16:24 main:574] : INFO : Epoch 1742 | loss: 0.0312397 | val_loss: 0.0312595 | Time: 4134.71 ms [2022-03-26 20:16:28 main:574] : INFO : Epoch 1743 | loss: 0.031238 | val_loss: 0.0312573 | Time: 4110.59 ms [2022-03-26 20:16:32 main:574] : INFO : Epoch 1744 | loss: 0.0312394 | val_loss: 0.0312587 | Time: 4132.3 ms [2022-03-26 20:16:36 main:574] : INFO : Epoch 1745 | loss: 0.0312405 | val_loss: 0.0312647 | Time: 4065.61 ms [2022-03-26 20:16:40 main:574] : INFO : Epoch 1746 | loss: 0.0312403 | val_loss: 0.0312573 | Time: 4028.04 ms [2022-03-26 20:16:44 main:574] : INFO : Epoch 1747 | loss: 0.0312402 | val_loss: 0.0312593 | Time: 4001.67 ms [2022-03-26 20:16:48 main:574] : INFO : Epoch 1748 | loss: 0.0312382 | val_loss: 0.0312574 | Time: 4033.14 ms [2022-03-26 20:16:53 main:574] : INFO : Epoch 1749 | loss: 0.0312403 | val_loss: 0.0312665 | Time: 4082.76 ms [2022-03-26 20:16:57 main:574] : INFO : Epoch 1750 | loss: 0.0312416 | val_loss: 0.0312644 | Time: 4055.69 ms [2022-03-26 20:17:01 main:574] : INFO : Epoch 1751 | loss: 0.0312398 | val_loss: 0.0312576 | Time: 4348.38 ms [2022-03-26 20:17:05 main:574] : INFO : Epoch 1752 | loss: 0.0312428 | val_loss: 0.0312512 | Time: 3515.7 ms [2022-03-26 20:17:09 main:574] : INFO : Epoch 1753 | loss: 0.0312456 | val_loss: 0.0312551 | Time: 4364.73 ms [2022-03-26 20:17:13 main:574] : INFO : Epoch 1754 | loss: 0.0312412 | val_loss: 0.0312541 | Time: 4000.19 ms [2022-03-26 20:17:17 main:574] : INFO : Epoch 1755 | loss: 0.0312407 | val_loss: 0.0312565 | Time: 4020.41 ms [2022-03-26 20:17:21 main:574] : INFO : Epoch 1756 | loss: 0.0312401 | val_loss: 0.0312589 | Time: 4048.32 ms [2022-03-26 20:17:25 main:574] : INFO : Epoch 1757 | loss: 0.0312414 | val_loss: 0.0312557 | Time: 4239.95 ms [2022-03-26 20:17:29 main:574] : INFO : Epoch 1758 | loss: 0.0312396 | val_loss: 0.0312595 | Time: 4035.44 ms [2022-03-26 20:17:33 main:574] : INFO : Epoch 1759 | loss: 0.0312392 | val_loss: 0.0312574 | Time: 4000.36 ms [2022-03-26 20:17:37 main:574] : INFO : Epoch 1760 | loss: 0.0312387 | val_loss: 0.0312587 | Time: 4017.2 ms [2022-03-26 20:17:41 main:574] : INFO : Epoch 1761 | loss: 0.0312398 | val_loss: 0.0312545 | Time: 4031.94 ms [2022-03-26 20:17:45 main:574] : INFO : Epoch 1762 | loss: 0.031241 | val_loss: 0.0312562 | Time: 4006.41 ms [2022-03-26 20:17:49 main:574] : INFO : Epoch 1763 | loss: 0.0312399 | val_loss: 0.0312541 | Time: 4000.23 ms [2022-03-26 20:17:54 main:574] : INFO : Epoch 1764 | loss: 0.0312402 | val_loss: 0.0312545 | Time: 4603.96 ms [2022-03-26 20:17:58 main:574] : INFO : Epoch 1765 | loss: 0.0312411 | val_loss: 0.0312595 | Time: 4041.68 ms [2022-03-26 20:18:02 main:574] : INFO : Epoch 1766 | loss: 0.0312424 | val_loss: 0.0312534 | Time: 4038.56 ms [2022-03-26 20:18:06 main:574] : INFO : Epoch 1767 | loss: 0.031246 | val_loss: 0.0312555 | Time: 4123.22 ms [2022-03-26 20:18:10 main:574] : INFO : Epoch 1768 | loss: 0.0312407 | val_loss: 0.0312614 | Time: 4129.81 ms [2022-03-26 20:18:14 main:574] : INFO : Epoch 1769 | loss: 0.0312396 | val_loss: 0.0312598 | Time: 4035.45 ms [2022-03-26 20:18:18 main:574] : INFO : Epoch 1770 | loss: 0.0312374 | val_loss: 0.0312601 | Time: 3998.68 ms [2022-03-26 20:18:22 main:574] : INFO : Epoch 1771 | loss: 0.0312394 | val_loss: 0.031259 | Time: 3794.01 ms [2022-03-26 20:18:26 main:574] : INFO : Epoch 1772 | loss: 0.0312386 | val_loss: 0.0312596 | Time: 3966.3 ms [2022-03-26 20:18:30 main:574] : INFO : Epoch 1773 | loss: 0.0312378 | val_loss: 0.0312586 | Time: 4024.85 ms [2022-03-26 20:18:34 main:574] : INFO : Epoch 1774 | loss: 0.0312373 | val_loss: 0.0312536 | Time: 4051.04 ms [2022-03-26 20:18:38 main:574] : INFO : Epoch 1775 | loss: 0.031238 | val_loss: 0.0312585 | Time: 4127.3 ms [2022-03-26 20:18:43 main:574] : INFO : Epoch 1776 | loss: 0.0312386 | val_loss: 0.0312584 | Time: 4043.86 ms [2022-03-26 20:18:47 main:574] : INFO : Epoch 1777 | loss: 0.0312404 | val_loss: 0.0312546 | Time: 4080.86 ms [2022-03-26 20:18:51 main:574] : INFO : Epoch 1778 | loss: 0.0312398 | val_loss: 0.031262 | Time: 4104.86 ms [2022-03-26 20:18:55 main:574] : INFO : Epoch 1779 | loss: 0.0312391 | val_loss: 0.0312598 | Time: 4065.41 ms [2022-03-26 20:18:59 main:574] : INFO : Epoch 1780 | loss: 0.0312371 | val_loss: 0.03126 | Time: 4062.71 ms [2022-03-26 20:19:03 main:574] : INFO : Epoch 1781 | loss: 0.0312397 | val_loss: 0.0312554 | Time: 4107.81 ms [2022-03-26 20:19:07 main:574] : INFO : Epoch 1782 | loss: 0.0312401 | val_loss: 0.0312568 | Time: 4150.8 ms [2022-03-26 20:19:11 main:574] : INFO : Epoch 1783 | loss: 0.0312404 | val_loss: 0.0312562 | Time: 4076.19 ms [2022-03-26 20:19:15 main:574] : INFO : Epoch 1784 | loss: 0.0312381 | val_loss: 0.0312612 | Time: 4047.18 ms [2022-03-26 20:19:19 main:574] : INFO : Epoch 1785 | loss: 0.0312376 | val_loss: 0.0312575 | Time: 4071.76 ms [2022-03-26 20:19:23 main:574] : INFO : Epoch 1786 | loss: 0.0312393 | val_loss: 0.0312583 | Time: 4019.85 ms [2022-03-26 20:19:27 main:574] : INFO : Epoch 1787 | loss: 0.0312417 | val_loss: 0.0312595 | Time: 4003.52 ms [2022-03-26 20:19:31 main:574] : INFO : Epoch 1788 | loss: 0.0312468 | val_loss: 0.0312505 | Time: 4018.5 ms [2022-03-26 20:19:35 main:574] : INFO : Epoch 1789 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 4027.22 ms [2022-03-26 20:19:39 main:574] : INFO : Epoch 1790 | loss: 0.0312494 | val_loss: 0.0312497 | Time: 4018.75 ms [2022-03-26 20:19:43 main:574] : INFO : Epoch 1791 | loss: 0.0312488 | val_loss: 0.0312497 | Time: 2995.7 ms [2022-03-26 20:19:45 main:574] : INFO : Epoch 1792 | loss: 0.0312486 | val_loss: 0.03125 | Time: 2661.46 ms [2022-03-26 20:19:48 main:574] : INFO : Epoch 1793 | loss: 0.0312485 | val_loss: 0.0312497 | Time: 2674.2 ms [2022-03-26 20:19:51 main:574] : INFO : Epoch 1794 | loss: 0.0312487 | val_loss: 0.0312515 | Time: 2933.63 ms [2022-03-26 20:19:54 main:574] : INFO : Epoch 1795 | loss: 0.0312476 | val_loss: 0.0312502 | Time: 2876.7 ms [2022-03-26 20:19:57 main:574] : INFO : Epoch 1796 | loss: 0.0312474 | val_loss: 0.0312513 | Time: 3161.72 ms [2022-03-26 20:20:01 main:574] : INFO : Epoch 1797 | loss: 0.0312474 | val_loss: 0.0312515 | Time: 4285.8 ms [2022-03-26 20:20:05 main:574] : INFO : Epoch 1798 | loss: 0.0312465 | val_loss: 0.0312503 | Time: 4166.71 ms [2022-03-26 20:20:10 main:574] : INFO : Epoch 1799 | loss: 0.0312468 | val_loss: 0.0312514 | Time: 4953 ms [2022-03-26 20:20:18 main:574] : INFO : Epoch 1800 | loss: 0.0312465 | val_loss: 0.0312517 | Time: 7792.07 ms [2022-03-26 20:20:25 main:574] : INFO : Epoch 1801 | loss: 0.0312462 | val_loss: 0.0312506 | Time: 6788.3 ms [2022-03-26 20:20:33 main:574] : INFO : Epoch 1802 | loss: 0.0312457 | val_loss: 0.0312504 | Time: 7842.16 ms [2022-03-26 20:20:40 main:574] : INFO : Epoch 1803 | loss: 0.0312456 | val_loss: 0.0312503 | Time: 7184 ms [2022-03-26 20:20:47 main:574] : INFO : Epoch 1804 | loss: 0.0312464 | val_loss: 0.03125 | Time: 6769.18 ms [2022-03-26 20:20:54 main:574] : INFO : Epoch 1805 | loss: 0.0312459 | val_loss: 0.0312491 | Time: 6973.99 ms [2022-03-26 20:21:00 main:574] : INFO : Epoch 1806 | loss: 0.0312442 | val_loss: 0.031249 | Time: 6750.17 ms [2022-03-26 20:21:07 main:574] : INFO : Epoch 1807 | loss: 0.031244 | val_loss: 0.0312501 | Time: 6704.85 ms [2022-03-26 20:21:14 main:574] : INFO : Epoch 1808 | loss: 0.0312447 | val_loss: 0.0312487 | Time: 7162.69 ms [2022-03-26 20:21:21 main:574] : INFO : Epoch 1809 | loss: 0.0312445 | val_loss: 0.0312518 | Time: 6676.56 ms [2022-03-26 20:21:28 main:574] : INFO : Epoch 1810 | loss: 0.031246 | val_loss: 0.0312501 | Time: 6853.9 ms [2022-03-26 20:21:35 main:574] : INFO : Epoch 1811 | loss: 0.0312442 | val_loss: 0.0312492 | Time: 6979.4 ms [2022-03-26 20:21:42 main:574] : INFO : Epoch 1812 | loss: 0.0312445 | val_loss: 0.0312515 | Time: 6955.56 ms [2022-03-26 20:21:49 main:574] : INFO : Epoch 1813 | loss: 0.0312442 | val_loss: 0.0312489 | Time: 7104.73 ms [2022-03-26 20:21:56 main:574] : INFO : Epoch 1814 | loss: 0.0312431 | val_loss: 0.031247 | Time: 6916.35 ms [2022-03-26 20:22:03 main:574] : INFO : Epoch 1815 | loss: 0.0312428 | val_loss: 0.0312477 | Time: 7021.63 ms [2022-03-26 20:22:10 main:574] : INFO : Epoch 1816 | loss: 0.0312412 | val_loss: 0.0312512 | Time: 6956.48 ms [2022-03-26 20:22:17 main:574] : INFO : Epoch 1817 | loss: 0.0312428 | val_loss: 0.0312445 | Time: 6891.77 ms [2022-03-26 20:22:24 main:574] : INFO : Epoch 1818 | loss: 0.0312418 | val_loss: 0.0312432 | Time: 7561.9 ms [2022-03-26 20:22:32 main:574] : INFO : Epoch 1819 | loss: 0.0312409 | val_loss: 0.0312429 | Time: 7101.82 ms [2022-03-26 20:22:38 main:574] : INFO : Epoch 1820 | loss: 0.0312412 | val_loss: 0.0312423 | Time: 6842.2 ms [2022-03-26 20:22:45 main:574] : INFO : Epoch 1821 | loss: 0.0312409 | val_loss: 0.0312477 | Time: 6709.84 ms [2022-03-26 20:22:52 main:574] : INFO : Epoch 1822 | loss: 0.0312429 | val_loss: 0.031248 | Time: 7132.68 ms [2022-03-26 20:22:59 main:574] : INFO : Epoch 1823 | loss: 0.0312454 | val_loss: 0.031243 | Time: 6887.33 ms [2022-03-26 20:23:06 main:574] : INFO : Epoch 1824 | loss: 0.0312386 | val_loss: 0.0312397 | Time: 6874.61 ms [2022-03-26 20:23:13 main:574] : INFO : Epoch 1825 | loss: 0.0312377 | val_loss: 0.0312385 | Time: 7005.8 ms [2022-03-26 20:23:20 main:574] : INFO : Epoch 1826 | loss: 0.0312379 | val_loss: 0.031237 | Time: 6580.39 ms [2022-03-26 20:23:27 main:574] : INFO : Epoch 1827 | loss: 0.0312366 | val_loss: 0.0312364 | Time: 6885.08 ms [2022-03-26 20:23:34 main:574] : INFO : Epoch 1828 | loss: 0.0312361 | val_loss: 0.0312363 | Time: 7527.28 ms [2022-03-26 20:23:41 main:574] : INFO : Epoch 1829 | loss: 0.0312336 | val_loss: 0.0312344 | Time: 7102.62 ms [2022-03-26 20:23:48 main:574] : INFO : Epoch 1830 | loss: 0.0312342 | val_loss: 0.0312322 | Time: 6818.71 ms [2022-03-26 20:23:55 main:574] : INFO : Epoch 1831 | loss: 0.0312348 | val_loss: 0.0312303 | Time: 7138.24 ms [2022-03-26 20:24:03 main:574] : INFO : Epoch 1832 | loss: 0.0312319 | val_loss: 0.0312246 | Time: 7215.62 ms [2022-03-26 20:24:10 main:574] : INFO : Epoch 1833 | loss: 0.0312272 | val_loss: 0.0312309 | Time: 7189.47 ms [2022-03-26 20:24:17 main:574] : INFO : Epoch 1834 | loss: 0.0312275 | val_loss: 0.0312303 | Time: 6991.99 ms [2022-03-26 20:24:23 main:574] : INFO : Epoch 1835 | loss: 0.0312218 | val_loss: 0.0312147 | Time: 6620.74 ms [2022-03-26 20:24:31 main:574] : INFO : Epoch 1836 | loss: 0.0312182 | val_loss: 0.0312129 | Time: 7283.62 ms [2022-03-26 20:24:37 main:574] : INFO : Epoch 1837 | loss: 0.031216 | val_loss: 0.031211 | Time: 6797.9 ms [2022-03-26 20:24:45 main:574] : INFO : Epoch 1838 | loss: 0.0312183 | val_loss: 0.0312105 | Time: 7253.11 ms [2022-03-26 20:24:52 main:574] : INFO : Epoch 1839 | loss: 0.0312121 | val_loss: 0.031208 | Time: 7327.69 ms [2022-03-26 20:24:59 main:574] : INFO : Epoch 1840 | loss: 0.0312069 | val_loss: 0.0312056 | Time: 6983.29 ms [2022-03-26 20:25:06 main:574] : INFO : Epoch 1841 | loss: 0.0312084 | val_loss: 0.0312047 | Time: 6387.89 ms [2022-03-26 20:25:13 main:574] : INFO : Epoch 1842 | loss: 0.0312106 | val_loss: 0.0312058 | Time: 7021.72 ms [2022-03-26 20:25:19 main:574] : INFO : Epoch 1843 | loss: 0.0312076 | val_loss: 0.0312114 | Time: 6697.1 ms [2022-03-26 20:25:26 main:574] : INFO : Epoch 1844 | loss: 0.0312038 | val_loss: 0.0312055 | Time: 7070.51 ms [2022-03-26 20:25:34 main:574] : INFO : Epoch 1845 | loss: 0.0312029 | val_loss: 0.031209 | Time: 7459.94 ms [2022-03-26 20:25:41 main:574] : INFO : Epoch 1846 | loss: 0.0312032 | val_loss: 0.0312027 | Time: 7680.54 ms [2022-03-26 20:25:49 main:574] : INFO : Epoch 1847 | loss: 0.0312031 | val_loss: 0.0312179 | Time: 7590.28 ms [2022-03-26 20:25:56 main:574] : INFO : Epoch 1848 | loss: 0.0312052 | val_loss: 0.0312101 | Time: 7136.89 ms [2022-03-26 20:26:04 main:574] : INFO : Epoch 1849 | loss: 0.0312016 | val_loss: 0.0312012 | Time: 7660.35 ms [2022-03-26 20:26:11 main:574] : INFO : Epoch 1850 | loss: 0.0311996 | val_loss: 0.0312076 | Time: 7510.11 ms [2022-03-26 20:26:19 main:574] : INFO : Epoch 1851 | loss: 0.0312 | val_loss: 0.0312017 | Time: 7447.81 ms [2022-03-26 20:26:26 main:574] : INFO : Epoch 1852 | loss: 0.0311957 | val_loss: 0.0311991 | Time: 7033.42 ms [2022-03-26 20:26:33 main:574] : INFO : Epoch 1853 | loss: 0.0311956 | val_loss: 0.0311971 | Time: 7085.45 ms [2022-03-26 20:26:40 main:574] : INFO : Epoch 1854 | loss: 0.0311954 | val_loss: 0.0311984 | Time: 6959.55 ms [2022-03-26 20:26:47 main:574] : INFO : Epoch 1855 | loss: 0.0311936 | val_loss: 0.0311973 | Time: 7121.9 ms [2022-03-26 20:26:55 main:574] : INFO : Epoch 1856 | loss: 0.0311935 | val_loss: 0.0311965 | Time: 7927.01 ms [2022-03-26 20:27:02 main:574] : INFO : Epoch 1857 | loss: 0.0311938 | val_loss: 0.0311989 | Time: 6996.83 ms [2022-03-26 20:27:10 main:574] : INFO : Epoch 1858 | loss: 0.0312006 | val_loss: 0.0311977 | Time: 7703.46 ms [2022-03-26 20:27:18 main:574] : INFO : Epoch 1859 | loss: 0.0311978 | val_loss: 0.0311956 | Time: 7810.06 ms [2022-03-26 20:27:24 main:574] : INFO : Epoch 1860 | loss: 0.0311961 | val_loss: 0.0311975 | Time: 6689.62 ms [2022-03-26 20:27:32 main:574] : INFO : Epoch 1861 | loss: 0.0311971 | val_loss: 0.0312004 | Time: 7333.23 ms [2022-03-26 20:27:38 main:574] : INFO : Epoch 1862 | loss: 0.0311964 | val_loss: 0.0311937 | Time: 6674.41 ms [2022-03-26 20:27:46 main:574] : INFO : Epoch 1863 | loss: 0.031193 | val_loss: 0.0311951 | Time: 7251.95 ms [2022-03-26 20:27:53 main:574] : INFO : Epoch 1864 | loss: 0.0311924 | val_loss: 0.0311929 | Time: 7322.37 ms [2022-03-26 20:28:01 main:574] : INFO : Epoch 1865 | loss: 0.0311906 | val_loss: 0.0311928 | Time: 7660.8 ms [2022-03-26 20:28:08 main:574] : INFO : Epoch 1866 | loss: 0.0311911 | val_loss: 0.031193 | Time: 6905.47 ms [2022-03-26 20:28:14 main:574] : INFO : Epoch 1867 | loss: 0.0311896 | val_loss: 0.0311933 | Time: 6810.29 ms [2022-03-26 20:28:21 main:574] : INFO : Epoch 1868 | loss: 0.0311921 | val_loss: 0.0311995 | Time: 6984.92 ms [2022-03-26 20:28:28 main:574] : INFO : Epoch 1869 | loss: 0.0311923 | val_loss: 0.031195 | Time: 6878.82 ms [2022-03-26 20:28:35 main:574] : INFO : Epoch 1870 | loss: 0.0311922 | val_loss: 0.0311928 | Time: 6837.4 ms [2022-03-26 20:28:42 main:574] : INFO : Epoch 1871 | loss: 0.031188 | val_loss: 0.0311931 | Time: 7008.4 ms [2022-03-26 20:28:49 main:574] : INFO : Epoch 1872 | loss: 0.0311891 | val_loss: 0.0311925 | Time: 6742.43 ms [2022-03-26 20:28:56 main:574] : INFO : Epoch 1873 | loss: 0.0311879 | val_loss: 0.031196 | Time: 6811.51 ms [2022-03-26 20:29:03 main:574] : INFO : Epoch 1874 | loss: 0.0311883 | val_loss: 0.0311921 | Time: 7300.81 ms [2022-03-26 20:29:10 main:574] : INFO : Epoch 1875 | loss: 0.0311882 | val_loss: 0.0311968 | Time: 6988.9 ms [2022-03-26 20:29:17 main:574] : INFO : Epoch 1876 | loss: 0.0311897 | val_loss: 0.0311923 | Time: 6857.69 ms [2022-03-26 20:29:24 main:574] : INFO : Epoch 1877 | loss: 0.0311892 | val_loss: 0.0311943 | Time: 7287.43 ms [2022-03-26 20:29:31 main:574] : INFO : Epoch 1878 | loss: 0.0311886 | val_loss: 0.0311926 | Time: 6755.85 ms [2022-03-26 20:29:38 main:574] : INFO : Epoch 1879 | loss: 0.0311869 | val_loss: 0.0311926 | Time: 6981.79 ms [2022-03-26 20:29:45 main:574] : INFO : Epoch 1880 | loss: 0.0311857 | val_loss: 0.031193 | Time: 6821.76 ms [2022-03-26 20:29:52 main:574] : INFO : Epoch 1881 | loss: 0.0311865 | val_loss: 0.0311927 | Time: 6677.74 ms [2022-03-26 20:29:58 main:574] : INFO : Epoch 1882 | loss: 0.0311865 | val_loss: 0.0311936 | Time: 6807.77 ms [2022-03-26 20:30:05 main:574] : INFO : Epoch 1883 | loss: 0.0311851 | val_loss: 0.0311929 | Time: 7065.68 ms [2022-03-26 20:30:13 main:574] : INFO : Epoch 1884 | loss: 0.0311855 | val_loss: 0.0311929 | Time: 7120.43 ms [2022-03-26 20:30:20 main:574] : INFO : Epoch 1885 | loss: 0.0311877 | val_loss: 0.0311968 | Time: 7012.13 ms [2022-03-26 20:30:27 main:574] : INFO : Epoch 1886 | loss: 0.0311895 | val_loss: 0.0311928 | Time: 6961.3 ms [2022-03-26 20:30:33 main:574] : INFO : Epoch 1887 | loss: 0.0311883 | val_loss: 0.0311942 | Time: 6869.55 ms [2022-03-26 20:30:41 main:574] : INFO : Epoch 1888 | loss: 0.0311885 | val_loss: 0.0311912 | Time: 7423.91 ms [2022-03-26 20:30:48 main:574] : INFO : Epoch 1889 | loss: 0.031189 | val_loss: 0.0312021 | Time: 7132.41 ms [2022-03-26 20:30:55 main:574] : INFO : Epoch 1890 | loss: 0.0311876 | val_loss: 0.0311957 | Time: 6918.65 ms [2022-03-26 20:31:02 main:574] : INFO : Epoch 1891 | loss: 0.0311872 | val_loss: 0.0311938 | Time: 7195.07 ms [2022-03-26 20:31:10 main:574] : INFO : Epoch 1892 | loss: 0.031185 | val_loss: 0.0312004 | Time: 7358.48 ms [2022-03-26 20:31:17 main:574] : INFO : Epoch 1893 | loss: 0.0311853 | val_loss: 0.0311944 | Time: 7014.8 ms [2022-03-26 20:31:24 main:574] : INFO : Epoch 1894 | loss: 0.0311869 | val_loss: 0.0311948 | Time: 7637.86 ms [2022-03-26 20:31:31 main:574] : INFO : Epoch 1895 | loss: 0.0311832 | val_loss: 0.0311944 | Time: 7028.83 ms [2022-03-26 20:31:39 main:574] : INFO : Epoch 1896 | loss: 0.031184 | val_loss: 0.0311936 | Time: 7449.23 ms [2022-03-26 20:31:46 main:574] : INFO : Epoch 1897 | loss: 0.0311822 | val_loss: 0.0311939 | Time: 6935.76 ms [2022-03-26 20:31:53 main:574] : INFO : Epoch 1898 | loss: 0.0311812 | val_loss: 0.0311928 | Time: 7013.44 ms [2022-03-26 20:32:00 main:574] : INFO : Epoch 1899 | loss: 0.0311806 | val_loss: 0.0311931 | Time: 7230.05 ms [2022-03-26 20:32:07 main:574] : INFO : Epoch 1900 | loss: 0.0311813 | val_loss: 0.0311914 | Time: 6797.19 ms [2022-03-26 20:32:14 main:574] : INFO : Epoch 1901 | loss: 0.031181 | val_loss: 0.0311976 | Time: 6970.31 ms [2022-03-26 20:32:22 main:574] : INFO : Epoch 1902 | loss: 0.0311814 | val_loss: 0.0311965 | Time: 7872.71 ms [2022-03-26 20:32:29 main:574] : INFO : Epoch 1903 | loss: 0.0311819 | val_loss: 0.0311968 | Time: 7238.37 ms [2022-03-26 20:32:36 main:574] : INFO : Epoch 1904 | loss: 0.0311825 | val_loss: 0.0311915 | Time: 7091.21 ms [2022-03-26 20:32:43 main:574] : INFO : Epoch 1905 | loss: 0.0311807 | val_loss: 0.0311937 | Time: 7364.56 ms [2022-03-26 20:32:50 main:574] : INFO : Epoch 1906 | loss: 0.0311797 | val_loss: 0.0311916 | Time: 7021.46 ms [2022-03-26 20:32:58 main:574] : INFO : Epoch 1907 | loss: 0.0311793 | val_loss: 0.0311969 | Time: 7322.41 ms [2022-03-26 20:33:05 main:574] : INFO : Epoch 1908 | loss: 0.0311799 | val_loss: 0.0311965 | Time: 7220.91 ms [2022-03-26 20:33:12 main:574] : INFO : Epoch 1909 | loss: 0.0311857 | val_loss: 0.0311927 | Time: 7321.3 ms [2022-03-26 20:33:19 main:574] : INFO : Epoch 1910 | loss: 0.031188 | val_loss: 0.0312073 | Time: 7021.19 ms [2022-03-26 20:33:27 main:574] : INFO : Epoch 1911 | loss: 0.031197 | val_loss: 0.0311986 | Time: 7331.75 ms [2022-03-26 20:33:33 main:574] : INFO : Epoch 1912 | loss: 0.0311937 | val_loss: 0.0311899 | Time: 6608.23 ms [2022-03-26 20:33:41 main:574] : INFO : Epoch 1913 | loss: 0.031185 | val_loss: 0.0311916 | Time: 7298.14 ms [2022-03-26 20:33:48 main:574] : INFO : Epoch 1914 | loss: 0.0311847 | val_loss: 0.0311898 | Time: 7264.44 ms [2022-03-26 20:33:55 main:574] : INFO : Epoch 1915 | loss: 0.0311835 | val_loss: 0.0311913 | Time: 6969.83 ms [2022-03-26 20:34:02 main:574] : INFO : Epoch 1916 | loss: 0.031182 | val_loss: 0.031194 | Time: 7130.39 ms [2022-03-26 20:34:09 main:574] : INFO : Epoch 1917 | loss: 0.0311829 | val_loss: 0.0311942 | Time: 6771.92 ms [2022-03-26 20:34:16 main:574] : INFO : Epoch 1918 | loss: 0.0311794 | val_loss: 0.0311957 | Time: 6805.93 ms [2022-03-26 20:34:23 main:574] : INFO : Epoch 1919 | loss: 0.0311796 | val_loss: 0.0311921 | Time: 7406.93 ms [2022-03-26 20:34:30 main:574] : INFO : Epoch 1920 | loss: 0.0311788 | val_loss: 0.0311946 | Time: 6949.17 ms [2022-03-26 20:34:37 main:574] : INFO : Epoch 1921 | loss: 0.0311797 | val_loss: 0.0311946 | Time: 6621.19 ms [2022-03-26 20:34:44 main:574] : INFO : Epoch 1922 | loss: 0.0311792 | val_loss: 0.0311931 | Time: 7221.79 ms [2022-03-26 20:34:51 main:574] : INFO : Epoch 1923 | loss: 0.031179 | val_loss: 0.0311924 | Time: 6938.75 ms [2022-03-26 20:34:58 main:574] : INFO : Epoch 1924 | loss: 0.0311783 | val_loss: 0.0311954 | Time: 6706.54 ms [2022-03-26 20:35:05 main:574] : INFO : Epoch 1925 | loss: 0.0311787 | val_loss: 0.0311953 | Time: 7458.1 ms [2022-03-26 20:35:12 main:574] : INFO : Epoch 1926 | loss: 0.0311772 | val_loss: 0.031194 | Time: 7214.04 ms [2022-03-26 20:35:20 main:574] : INFO : Epoch 1927 | loss: 0.0311774 | val_loss: 0.0311943 | Time: 7716.72 ms [2022-03-26 20:35:27 main:574] : INFO : Epoch 1928 | loss: 0.0311762 | val_loss: 0.0311944 | Time: 6954.62 ms [2022-03-26 20:35:34 main:574] : INFO : Epoch 1929 | loss: 0.0311767 | val_loss: 0.0311987 | Time: 7117.8 ms [2022-03-26 20:35:41 main:574] : INFO : Epoch 1930 | loss: 0.0311812 | val_loss: 0.0311955 | Time: 7341.8 ms [2022-03-26 20:35:49 main:574] : INFO : Epoch 1931 | loss: 0.0311844 | val_loss: 0.0312185 | Time: 7209.61 ms [2022-03-26 20:35:56 main:574] : INFO : Epoch 1932 | loss: 0.0311866 | val_loss: 0.0311964 | Time: 7352.52 ms [2022-03-26 20:36:03 main:574] : INFO : Epoch 1933 | loss: 0.0311785 | val_loss: 0.0311972 | Time: 7358.13 ms [2022-03-26 20:36:11 main:574] : INFO : Epoch 1934 | loss: 0.0311762 | val_loss: 0.0311978 | Time: 7137.11 ms [2022-03-26 20:36:18 main:574] : INFO : Epoch 1935 | loss: 0.0311761 | val_loss: 0.031192 | Time: 7693.48 ms [2022-03-26 20:36:26 main:574] : INFO : Epoch 1936 | loss: 0.0311776 | val_loss: 0.0311958 | Time: 7312.44 ms [2022-03-26 20:36:33 main:574] : INFO : Epoch 1937 | loss: 0.0311743 | val_loss: 0.031194 | Time: 6913.23 ms [2022-03-26 20:36:40 main:574] : INFO : Epoch 1938 | loss: 0.0311778 | val_loss: 0.0311962 | Time: 7177.89 ms [2022-03-26 20:36:47 main:574] : INFO : Epoch 1939 | loss: 0.0311771 | val_loss: 0.0311999 | Time: 7245.19 ms [2022-03-26 20:36:54 main:574] : INFO : Epoch 1940 | loss: 0.0311777 | val_loss: 0.0311955 | Time: 7350.9 ms [2022-03-26 20:37:03 main:574] : INFO : Epoch 1941 | loss: 0.0311768 | val_loss: 0.031199 | Time: 8277.91 ms [2022-03-26 20:37:10 main:574] : INFO : Epoch 1942 | loss: 0.0311774 | val_loss: 0.0311985 | Time: 6853.06 ms [2022-03-26 20:37:17 main:574] : INFO : Epoch 1943 | loss: 0.031177 | val_loss: 0.0311944 | Time: 7800.95 ms [2022-03-26 20:37:25 main:574] : INFO : Epoch 1944 | loss: 0.0311773 | val_loss: 0.031193 | Time: 7305.73 ms [2022-03-26 20:37:32 main:574] : INFO : Epoch 1945 | loss: 0.0311742 | val_loss: 0.0311965 | Time: 7360.24 ms [2022-03-26 20:37:39 main:574] : INFO : Epoch 1946 | loss: 0.0311732 | val_loss: 0.0311966 | Time: 6850.65 ms [2022-03-26 20:37:46 main:574] : INFO : Epoch 1947 | loss: 0.0311732 | val_loss: 0.0311966 | Time: 7361 ms [2022-03-26 20:37:53 main:574] : INFO : Epoch 1948 | loss: 0.0311744 | val_loss: 0.0311978 | Time: 6677.37 ms [2022-03-26 20:38:00 main:574] : INFO : Epoch 1949 | loss: 0.0311717 | val_loss: 0.0311994 | Time: 6991.14 ms [2022-03-26 20:38:07 main:574] : INFO : Epoch 1950 | loss: 0.0311707 | val_loss: 0.0311985 | Time: 7504.78 ms [2022-03-26 20:38:14 main:574] : INFO : Epoch 1951 | loss: 0.031171 | val_loss: 0.0311968 | Time: 6578.06 ms [2022-03-26 20:38:21 main:574] : INFO : Epoch 1952 | loss: 0.0311729 | val_loss: 0.0311961 | Time: 6679.16 ms [2022-03-26 20:38:27 main:574] : INFO : Epoch 1953 | loss: 0.0311745 | val_loss: 0.031194 | Time: 6675.57 ms [2022-03-26 20:38:35 main:574] : INFO : Epoch 1954 | loss: 0.0311726 | val_loss: 0.0311983 | Time: 7590.63 ms [2022-03-26 20:38:42 main:574] : INFO : Epoch 1955 | loss: 0.0311719 | val_loss: 0.031197 | Time: 7166.15 ms [2022-03-26 20:38:49 main:574] : INFO : Epoch 1956 | loss: 0.0311707 | val_loss: 0.0311995 | Time: 6752.51 ms [2022-03-26 20:38:56 main:574] : INFO : Epoch 1957 | loss: 0.031176 | val_loss: 0.0311931 | Time: 7246.91 ms [2022-03-26 20:39:03 main:574] : INFO : Epoch 1958 | loss: 0.0311752 | val_loss: 0.0311969 | Time: 6956.05 ms [2022-03-26 20:39:10 main:574] : INFO : Epoch 1959 | loss: 0.0311713 | val_loss: 0.0311988 | Time: 7111.29 ms [2022-03-26 20:39:18 main:574] : INFO : Epoch 1960 | loss: 0.0311686 | val_loss: 0.0311988 | Time: 7455.87 ms [2022-03-26 20:39:25 main:574] : INFO : Epoch 1961 | loss: 0.0311684 | val_loss: 0.0311995 | Time: 6873.93 ms [2022-03-26 20:39:32 main:574] : INFO : Epoch 1962 | loss: 0.03117 | val_loss: 0.0311986 | Time: 7201.85 ms [2022-03-26 20:39:39 main:574] : INFO : Epoch 1963 | loss: 0.0311714 | val_loss: 0.0311974 | Time: 6861.89 ms [2022-03-26 20:39:46 main:574] : INFO : Epoch 1964 | loss: 0.0311708 | val_loss: 0.0311969 | Time: 6992.13 ms [2022-03-26 20:39:53 main:574] : INFO : Epoch 1965 | loss: 0.0311815 | val_loss: 0.0311922 | Time: 7160.4 ms [2022-03-26 20:40:00 main:574] : INFO : Epoch 1966 | loss: 0.0311889 | val_loss: 0.0311897 | Time: 7220.75 ms [2022-03-26 20:40:07 main:574] : INFO : Epoch 1967 | loss: 0.031184 | val_loss: 0.0311923 | Time: 6650.23 ms [2022-03-26 20:40:14 main:574] : INFO : Epoch 1968 | loss: 0.0311827 | val_loss: 0.0311884 | Time: 7348.31 ms [2022-03-26 20:40:22 main:574] : INFO : Epoch 1969 | loss: 0.0311776 | val_loss: 0.0311908 | Time: 7578.27 ms [2022-03-26 20:40:29 main:574] : INFO : Epoch 1970 | loss: 0.0311758 | val_loss: 0.0311898 | Time: 7402.07 ms [2022-03-26 20:40:36 main:574] : INFO : Epoch 1971 | loss: 0.0311817 | val_loss: 0.0311912 | Time: 7054.02 ms [2022-03-26 20:40:45 main:574] : INFO : Epoch 1972 | loss: 0.0311806 | val_loss: 0.0311905 | Time: 8291.97 ms [2022-03-26 20:40:52 main:574] : INFO : Epoch 1973 | loss: 0.0311785 | val_loss: 0.0311879 | Time: 7127.05 ms [2022-03-26 20:41:00 main:574] : INFO : Epoch 1974 | loss: 0.031175 | val_loss: 0.0311886 | Time: 7810.68 ms [2022-03-26 20:41:06 main:574] : INFO : Epoch 1975 | loss: 0.0311738 | val_loss: 0.0311886 | Time: 6700.39 ms [2022-03-26 20:41:14 main:574] : INFO : Epoch 1976 | loss: 0.0311728 | val_loss: 0.0311896 | Time: 7859.27 ms [2022-03-26 20:41:22 main:574] : INFO : Epoch 1977 | loss: 0.0311735 | val_loss: 0.0311948 | Time: 7253.18 ms [2022-03-26 20:41:28 main:574] : INFO : Epoch 1978 | loss: 0.0311758 | val_loss: 0.0311935 | Time: 6762 ms [2022-03-26 20:41:36 main:574] : INFO : Epoch 1979 | loss: 0.0311731 | val_loss: 0.0311966 | Time: 7970.71 ms [2022-03-26 20:41:44 main:574] : INFO : Epoch 1980 | loss: 0.0311741 | val_loss: 0.0311989 | Time: 8012.44 ms [2022-03-26 20:41:51 main:574] : INFO : Epoch 1981 | loss: 0.0311729 | val_loss: 0.0311976 | Time: 6767.72 ms [2022-03-26 20:41:59 main:574] : INFO : Epoch 1982 | loss: 0.031169 | val_loss: 0.0311973 | Time: 7558.7 ms [2022-03-26 20:42:05 main:574] : INFO : Epoch 1983 | loss: 0.0311679 | val_loss: 0.0311945 | Time: 6499.92 ms [2022-03-26 20:42:12 main:574] : INFO : Epoch 1984 | loss: 0.0311701 | val_loss: 0.0311969 | Time: 6844.01 ms [2022-03-26 20:42:19 main:574] : INFO : Epoch 1985 | loss: 0.0311682 | val_loss: 0.0312031 | Time: 7181.59 ms [2022-03-26 20:42:26 main:574] : INFO : Epoch 1986 | loss: 0.0311716 | val_loss: 0.0311975 | Time: 6570.77 ms [2022-03-26 20:42:33 main:574] : INFO : Epoch 1987 | loss: 0.0311702 | val_loss: 0.0311978 | Time: 7583.85 ms [2022-03-26 20:42:41 main:574] : INFO : Epoch 1988 | loss: 0.0311684 | val_loss: 0.0312056 | Time: 7587.12 ms [2022-03-26 20:42:48 main:574] : INFO : Epoch 1989 | loss: 0.0311697 | val_loss: 0.0312005 | Time: 6486.04 ms [2022-03-26 20:42:54 main:574] : INFO : Epoch 1990 | loss: 0.0311661 | val_loss: 0.0311991 | Time: 6878.75 ms [2022-03-26 20:43:01 main:574] : INFO : Epoch 1991 | loss: 0.0311672 | val_loss: 0.031202 | Time: 6950.44 ms [2022-03-26 20:43:08 main:574] : INFO : Epoch 1992 | loss: 0.0311641 | val_loss: 0.0312009 | Time: 6992.21 ms [2022-03-26 20:43:15 main:574] : INFO : Epoch 1993 | loss: 0.0311633 | val_loss: 0.031199 | Time: 6931.94 ms [2022-03-26 20:43:22 main:574] : INFO : Epoch 1994 | loss: 0.0311636 | val_loss: 0.0311981 | Time: 6784.12 ms [2022-03-26 20:43:29 main:574] : INFO : Epoch 1995 | loss: 0.031164 | val_loss: 0.0312015 | Time: 6740.14 ms [2022-03-26 20:43:37 main:574] : INFO : Epoch 1996 | loss: 0.0311642 | val_loss: 0.0312041 | Time: 7791.41 ms [2022-03-26 20:43:44 main:574] : INFO : Epoch 1997 | loss: 0.0311655 | val_loss: 0.0312041 | Time: 6951.48 ms [2022-03-26 20:43:52 main:574] : INFO : Epoch 1998 | loss: 0.031163 | val_loss: 0.0312013 | Time: 8097.53 ms [2022-03-26 20:43:58 main:574] : INFO : Epoch 1999 | loss: 0.0311644 | val_loss: 0.0311991 | Time: 6705.36 ms [2022-03-26 20:44:05 main:574] : INFO : Epoch 2000 | loss: 0.0311675 | val_loss: 0.0311945 | Time: 6821.13 ms [2022-03-26 20:44:12 main:574] : INFO : Epoch 2001 | loss: 0.0311676 | val_loss: 0.0312004 | Time: 7137.1 ms [2022-03-26 20:44:20 main:574] : INFO : Epoch 2002 | loss: 0.0311655 | val_loss: 0.0312021 | Time: 7136.25 ms [2022-03-26 20:44:27 main:574] : INFO : Epoch 2003 | loss: 0.0311632 | val_loss: 0.0312028 | Time: 7879.37 ms [2022-03-26 20:44:35 main:574] : INFO : Epoch 2004 | loss: 0.031164 | val_loss: 0.0312006 | Time: 7592.54 ms [2022-03-26 20:44:42 main:574] : INFO : Epoch 2005 | loss: 0.0311623 | val_loss: 0.0312025 | Time: 7241.74 ms [2022-03-26 20:44:49 main:574] : INFO : Epoch 2006 | loss: 0.0311632 | val_loss: 0.0312047 | Time: 6879.13 ms [2022-03-26 20:44:57 main:574] : INFO : Epoch 2007 | loss: 0.0311638 | val_loss: 0.031205 | Time: 7288.88 ms [2022-03-26 20:45:04 main:574] : INFO : Epoch 2008 | loss: 0.0311666 | val_loss: 0.0311973 | Time: 7202.02 ms [2022-03-26 20:45:11 main:574] : INFO : Epoch 2009 | loss: 0.0311673 | val_loss: 0.0311986 | Time: 7157.25 ms [2022-03-26 20:45:19 main:574] : INFO : Epoch 2010 | loss: 0.0311659 | val_loss: 0.0311968 | Time: 8277.83 ms [2022-03-26 20:45:26 main:574] : INFO : Epoch 2011 | loss: 0.0311632 | val_loss: 0.0311985 | Time: 6828.78 ms [2022-03-26 20:45:33 main:574] : INFO : Epoch 2012 | loss: 0.0311644 | val_loss: 0.0312082 | Time: 6899.8 ms [2022-03-26 20:45:40 main:574] : INFO : Epoch 2013 | loss: 0.0311618 | val_loss: 0.0312027 | Time: 7108.68 ms [2022-03-26 20:45:47 main:574] : INFO : Epoch 2014 | loss: 0.0311607 | val_loss: 0.0312073 | Time: 7028.47 ms [2022-03-26 20:45:54 main:574] : INFO : Epoch 2015 | loss: 0.0311619 | val_loss: 0.0312047 | Time: 7198.23 ms [2022-03-26 20:46:02 main:574] : INFO : Epoch 2016 | loss: 0.0311633 | val_loss: 0.0311991 | Time: 7408.24 ms [2022-03-26 20:46:09 main:574] : INFO : Epoch 2017 | loss: 0.0311628 | val_loss: 0.0312025 | Time: 6777.55 ms [2022-03-26 20:46:16 main:574] : INFO : Epoch 2018 | loss: 0.0311609 | val_loss: 0.0312059 | Time: 7143.95 ms [2022-03-26 20:46:23 main:574] : INFO : Epoch 2019 | loss: 0.0311645 | val_loss: 0.0312005 | Time: 7428.22 ms [2022-03-26 20:46:30 main:574] : INFO : Epoch 2020 | loss: 0.0311604 | val_loss: 0.0312063 | Time: 6748.71 ms [2022-03-26 20:46:38 main:574] : INFO : Epoch 2021 | loss: 0.0311591 | val_loss: 0.0312106 | Time: 7751.94 ms [2022-03-26 20:46:45 main:574] : INFO : Epoch 2022 | loss: 0.0311596 | val_loss: 0.0312055 | Time: 6852.64 ms [2022-03-26 20:46:53 main:574] : INFO : Epoch 2023 | loss: 0.0311624 | val_loss: 0.0312065 | Time: 7983.63 ms [2022-03-26 20:46:59 main:574] : INFO : Epoch 2024 | loss: 0.0311636 | val_loss: 0.0312033 | Time: 6818.72 ms [2022-03-26 20:47:06 main:574] : INFO : Epoch 2025 | loss: 0.0311607 | val_loss: 0.0312031 | Time: 6745.68 ms [2022-03-26 20:47:13 main:574] : INFO : Epoch 2026 | loss: 0.0311627 | val_loss: 0.031206 | Time: 6832.88 ms [2022-03-26 20:47:21 main:574] : INFO : Epoch 2027 | loss: 0.0311625 | val_loss: 0.031204 | Time: 7888.12 ms [2022-03-26 20:47:29 main:574] : INFO : Epoch 2028 | loss: 0.0311592 | val_loss: 0.0312051 | Time: 8187.69 ms [2022-03-26 20:47:36 main:574] : INFO : Epoch 2029 | loss: 0.0311581 | val_loss: 0.0312021 | Time: 7331.88 ms [2022-03-26 20:47:43 main:574] : INFO : Epoch 2030 | loss: 0.0311598 | val_loss: 0.0312069 | Time: 6468.82 ms [2022-03-26 20:47:50 main:574] : INFO : Epoch 2031 | loss: 0.0311609 | val_loss: 0.0312004 | Time: 6940.5 ms [2022-03-26 20:47:57 main:574] : INFO : Epoch 2032 | loss: 0.0311577 | val_loss: 0.031208 | Time: 7389.85 ms [2022-03-26 20:48:04 main:574] : INFO : Epoch 2033 | loss: 0.0311556 | val_loss: 0.0312033 | Time: 6429.05 ms [2022-03-26 20:48:11 main:574] : INFO : Epoch 2034 | loss: 0.0311557 | val_loss: 0.0312097 | Time: 7716.51 ms [2022-03-26 20:48:18 main:574] : INFO : Epoch 2035 | loss: 0.0311559 | val_loss: 0.031207 | Time: 6888.23 ms [2022-03-26 20:48:25 main:574] : INFO : Epoch 2036 | loss: 0.0311613 | val_loss: 0.0312058 | Time: 6958.66 ms [2022-03-26 20:48:33 main:574] : INFO : Epoch 2037 | loss: 0.031159 | val_loss: 0.0312052 | Time: 7754.62 ms [2022-03-26 20:48:40 main:574] : INFO : Epoch 2038 | loss: 0.0311633 | val_loss: 0.0312116 | Time: 7261.21 ms [2022-03-26 20:48:48 main:574] : INFO : Epoch 2039 | loss: 0.0311621 | val_loss: 0.0312047 | Time: 7174.63 ms [2022-03-26 20:48:55 main:574] : INFO : Epoch 2040 | loss: 0.0311599 | val_loss: 0.0312033 | Time: 7141.77 ms [2022-03-26 20:49:02 main:574] : INFO : Epoch 2041 | loss: 0.0311596 | val_loss: 0.0312062 | Time: 6933.74 ms [2022-03-26 20:49:09 main:574] : INFO : Epoch 2042 | loss: 0.0311583 | val_loss: 0.0312058 | Time: 7148.62 ms [2022-03-26 20:49:16 main:574] : INFO : Epoch 2043 | loss: 0.0311616 | val_loss: 0.0312027 | Time: 7544.95 ms [2022-03-26 20:49:23 main:574] : INFO : Epoch 2044 | loss: 0.0311607 | val_loss: 0.0312085 | Time: 6838.97 ms [2022-03-26 20:49:30 main:574] : INFO : Epoch 2045 | loss: 0.0311596 | val_loss: 0.031207 | Time: 7197.69 ms [2022-03-26 20:49:38 main:574] : INFO : Epoch 2046 | loss: 0.031161 | val_loss: 0.0311973 | Time: 7317.98 ms [2022-03-26 20:49:45 main:574] : INFO : Epoch 2047 | loss: 0.0311629 | val_loss: 0.0312124 | Time: 6734.13 ms [2022-03-26 20:49:51 main:574] : INFO : Epoch 2048 | loss: 0.0311615 | val_loss: 0.0312076 | Time: 6928.47 ms [2022-03-26 20:49:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312076 [2022-03-26 20:49:52 main:603] : INFO : Saving end state to config to file [2022-03-26 20:49:52 main:608] : INFO : Success, exiting.. 20:49:52 (29520): 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)