Task 14597496
| Name | ParityModified-1647049188-26255-3-0_0 |
| Workunit | 11618514 |
| Created | 11 Apr 2022, 18:02:04 UTC |
| Sent | 11 Apr 2022, 18:02:16 UTC |
| Report deadline | 19 Apr 2022, 18:02:16 UTC |
| Received | 11 Apr 2022, 20:30:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 28 min 7 sec |
| CPU time | 2 hours 26 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : Epoch 1542 | loss: 0.0312418 | val_loss: 0.0312425 | Time: 4346.76 ms [2022-04-11 21:53:57 main:574] : INFO : Epoch 1543 | loss: 0.0312416 | val_loss: 0.0312451 | Time: 4312.4 ms [2022-04-11 21:54:01 main:574] : INFO : Epoch 1544 | loss: 0.0312414 | val_loss: 0.0312418 | Time: 4392.65 ms [2022-04-11 21:54:06 main:574] : INFO : Epoch 1545 | loss: 0.031241 | val_loss: 0.0312426 | Time: 4341.37 ms [2022-04-11 21:54:10 main:574] : INFO : Epoch 1546 | loss: 0.0312407 | val_loss: 0.0312415 | Time: 4316.53 ms [2022-04-11 21:54:14 main:574] : INFO : Epoch 1547 | loss: 0.0312432 | val_loss: 0.0312494 | Time: 4307.8 ms [2022-04-11 21:54:19 main:574] : INFO : Epoch 1548 | loss: 0.0312441 | val_loss: 0.0312436 | Time: 4344.32 ms [2022-04-11 21:54:23 main:574] : INFO : Epoch 1549 | loss: 0.0312427 | val_loss: 0.0312446 | Time: 4338.14 ms [2022-04-11 21:54:27 main:574] : INFO : Epoch 1550 | loss: 0.0312417 | val_loss: 0.0312427 | Time: 4365.17 ms [2022-04-11 21:54:32 main:574] : INFO : Epoch 1551 | loss: 0.0312424 | val_loss: 0.0312441 | Time: 4341.54 ms [2022-04-11 21:54:36 main:574] : INFO : Epoch 1552 | loss: 0.0312413 | val_loss: 0.0312427 | Time: 4327.17 ms [2022-04-11 21:54:40 main:574] : INFO : Epoch 1553 | loss: 0.0312414 | val_loss: 0.0312429 | Time: 4402.72 ms [2022-04-11 21:54:45 main:574] : INFO : Epoch 1554 | loss: 0.0312419 | val_loss: 0.0312448 | Time: 4363.61 ms [2022-04-11 21:54:49 main:574] : INFO : Epoch 1555 | loss: 0.0312415 | val_loss: 0.0312423 | Time: 4282.74 ms [2022-04-11 21:54:53 main:574] : INFO : Epoch 1556 | loss: 0.0312419 | val_loss: 0.0312476 | Time: 4349.18 ms [2022-04-11 21:54:58 main:574] : INFO : Epoch 1557 | loss: 0.031243 | val_loss: 0.0312428 | Time: 4343.62 ms [2022-04-11 21:55:02 main:574] : INFO : Epoch 1558 | loss: 0.0312408 | val_loss: 0.0312428 | Time: 4381.32 ms [2022-04-11 21:55:06 main:574] : INFO : Epoch 1559 | loss: 0.0312417 | val_loss: 0.0312436 | Time: 4388.89 ms [2022-04-11 21:55:11 main:574] : INFO : Epoch 1560 | loss: 0.0312424 | val_loss: 0.0312447 | Time: 4308.72 ms [2022-04-11 21:55:15 main:574] : INFO : Epoch 1561 | loss: 0.0312421 | val_loss: 0.0312435 | Time: 4321.76 ms [2022-04-11 21:55:19 main:574] : INFO : Epoch 1562 | loss: 0.0312412 | val_loss: 0.0312426 | Time: 4325.54 ms [2022-04-11 21:55:24 main:574] : INFO : Epoch 1563 | loss: 0.0312419 | val_loss: 0.0312442 | Time: 4338.49 ms [2022-04-11 21:55:28 main:574] : INFO : Epoch 1564 | loss: 0.0312429 | val_loss: 0.031243 | Time: 4327.69 ms [2022-04-11 21:55:32 main:574] : INFO : Epoch 1565 | loss: 0.0312435 | val_loss: 0.0312443 | Time: 4338.8 ms [2022-04-11 21:55:37 main:574] : INFO : Epoch 1566 | loss: 0.031243 | val_loss: 0.0312454 | Time: 4385.74 ms [2022-04-11 21:55:41 main:574] : INFO : Epoch 1567 | loss: 0.0312427 | val_loss: 0.0312438 | Time: 4344.4 ms [2022-04-11 21:55:45 main:574] : INFO : Epoch 1568 | loss: 0.0312414 | val_loss: 0.0312433 | Time: 4315.78 ms [2022-04-11 21:55:50 main:574] : INFO : Epoch 1569 | loss: 0.0312413 | val_loss: 0.0312421 | Time: 4333.08 ms [2022-04-11 21:55:54 main:574] : INFO : Epoch 1570 | loss: 0.0312413 | val_loss: 0.0312452 | Time: 4309.88 ms [2022-04-11 21:55:58 main:574] : INFO : Epoch 1571 | loss: 0.0312418 | val_loss: 0.0312438 | Time: 4352.04 ms [2022-04-11 21:56:03 main:574] : INFO : Epoch 1572 | loss: 0.0312416 | val_loss: 0.0312424 | Time: 4428.89 ms [2022-04-11 21:56:07 main:574] : INFO : Epoch 1573 | loss: 0.031241 | val_loss: 0.0312419 | Time: 4341.47 ms [2022-04-11 21:56:12 main:574] : INFO : Epoch 1574 | loss: 0.0312426 | val_loss: 0.0312445 | Time: 4354.42 ms [2022-04-11 21:56:16 main:574] : INFO : Epoch 1575 | loss: 0.0312437 | val_loss: 0.031244 | Time: 4320.99 ms [2022-04-11 21:56:20 main:574] : INFO : Epoch 1576 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 4321.5 ms [2022-04-11 21:56:25 main:574] : INFO : Epoch 1577 | loss: 0.0312422 | val_loss: 0.0312418 | Time: 4407.66 ms [2022-04-11 21:56:29 main:574] : INFO : Epoch 1578 | loss: 0.0312416 | val_loss: 0.0312422 | Time: 4349.74 ms [2022-04-11 21:56:33 main:574] : INFO : Epoch 1579 | loss: 0.0312417 | val_loss: 0.0312423 | Time: 4335.63 ms [2022-04-11 21:56:38 main:574] : INFO : Epoch 1580 | loss: 0.0312418 | val_loss: 0.0312444 | Time: 4364.54 ms [2022-04-11 21:56:42 main:574] : INFO : Epoch 1581 | loss: 0.0312438 | val_loss: 0.0312435 | Time: 4368.64 ms [2022-04-11 21:56:47 main:574] : INFO : Epoch 1582 | loss: 0.0312439 | val_loss: 0.0312435 | Time: 4405.73 ms [2022-04-11 21:56:51 main:574] : INFO : Epoch 1583 | loss: 0.0312434 | val_loss: 0.031246 | Time: 4535.05 ms [2022-04-11 21:56:55 main:574] : INFO : Epoch 1584 | loss: 0.0312438 | val_loss: 0.0312429 | Time: 4361.52 ms [2022-04-11 21:57:00 main:574] : INFO : Epoch 1585 | loss: 0.0312428 | val_loss: 0.0312459 | Time: 4372.57 ms [2022-04-11 21:57:04 main:574] : INFO : Epoch 1586 | loss: 0.0312425 | val_loss: 0.0312423 | Time: 4307.04 ms [2022-04-11 21:57:08 main:574] : INFO : Epoch 1587 | loss: 0.0312425 | val_loss: 0.031246 | Time: 4309.62 ms [2022-04-11 21:57:13 main:574] : INFO : Epoch 1588 | loss: 0.0312429 | val_loss: 0.0312453 | Time: 4317.74 ms [2022-04-11 21:57:17 main:574] : INFO : Epoch 1589 | loss: 0.0312435 | val_loss: 0.0312428 | Time: 4327.89 ms [2022-04-11 21:57:21 main:574] : INFO : Epoch 1590 | loss: 0.0312421 | val_loss: 0.0312421 | Time: 4371.38 ms [2022-04-11 21:57:26 main:574] : INFO : Epoch 1591 | loss: 0.0312407 | val_loss: 0.0312465 | Time: 4303.89 ms [2022-04-11 21:57:30 main:574] : INFO : Epoch 1592 | loss: 0.0312418 | val_loss: 0.0312431 | Time: 4347.41 ms [2022-04-11 21:57:34 main:574] : INFO : Epoch 1593 | loss: 0.0312418 | val_loss: 0.0312439 | Time: 4344.23 ms [2022-04-11 21:57:39 main:574] : INFO : Epoch 1594 | loss: 0.0312419 | val_loss: 0.0312449 | Time: 4340.39 ms [2022-04-11 21:57:43 main:574] : INFO : Epoch 1595 | loss: 0.0312409 | val_loss: 0.031242 | Time: 4319.47 ms [2022-04-11 21:57:48 main:574] : INFO : Epoch 1596 | loss: 0.0312407 | val_loss: 0.0312438 | Time: 4387.21 ms [2022-04-11 21:57:52 main:574] : INFO : Epoch 1597 | loss: 0.0312422 | val_loss: 0.0312416 | Time: 4374.88 ms [2022-04-11 21:57:56 main:574] : INFO : Epoch 1598 | loss: 0.0312419 | val_loss: 0.0312451 | Time: 4342.94 ms [2022-04-11 21:58:01 main:574] : INFO : Epoch 1599 | loss: 0.0312423 | val_loss: 0.0312435 | Time: 4356.14 ms [2022-04-11 21:58:05 main:574] : INFO : Epoch 1600 | loss: 0.031242 | val_loss: 0.0312448 | Time: 4353.18 ms [2022-04-11 21:58:09 main:574] : INFO : Epoch 1601 | loss: 0.0312423 | val_loss: 0.0312448 | Time: 4356.03 ms [2022-04-11 21:58:14 main:574] : INFO : Epoch 1602 | loss: 0.0312412 | val_loss: 0.031242 | Time: 4363.02 ms [2022-04-11 21:58:18 main:574] : INFO : Epoch 1603 | loss: 0.0312411 | val_loss: 0.0312416 | Time: 4371.68 ms [2022-04-11 21:58:22 main:574] : INFO : Epoch 1604 | loss: 0.0312415 | val_loss: 0.0312425 | Time: 4326.38 ms [2022-04-11 21:58:27 main:574] : INFO : Epoch 1605 | loss: 0.0312422 | val_loss: 0.0312424 | Time: 4353.15 ms [2022-04-11 21:58:31 main:574] : INFO : Epoch 1606 | loss: 0.0312411 | val_loss: 0.0312472 | Time: 4362.7 ms [2022-04-11 21:58:35 main:574] : INFO : Epoch 1607 | loss: 0.0312443 | val_loss: 0.0312455 | Time: 4261.11 ms [2022-04-11 21:58:40 main:574] : INFO : Epoch 1608 | loss: 0.0312418 | val_loss: 0.0312417 | Time: 4368.15 ms [2022-04-11 21:58:44 main:574] : INFO : Epoch 1609 | loss: 0.0312417 | val_loss: 0.031242 | Time: 4345.27 ms [2022-04-11 21:58:48 main:574] : INFO : Epoch 1610 | loss: 0.031241 | val_loss: 0.0312418 | Time: 4342.45 ms [2022-04-11 21:58:53 main:574] : INFO : Epoch 1611 | loss: 0.0312422 | val_loss: 0.0312442 | Time: 4345.1 ms [2022-04-11 21:58:57 main:574] : INFO : Epoch 1612 | loss: 0.0312449 | val_loss: 0.0312441 | Time: 4364.34 ms [2022-04-11 21:59:02 main:574] : INFO : Epoch 1613 | loss: 0.031243 | val_loss: 0.0312448 | Time: 4353.32 ms [2022-04-11 21:59:06 main:574] : INFO : Epoch 1614 | loss: 0.0312422 | val_loss: 0.0312436 | Time: 4383.62 ms [2022-04-11 21:59:10 main:574] : INFO : Epoch 1615 | loss: 0.0312415 | val_loss: 0.0312434 | Time: 4373.22 ms [2022-04-11 21:59:15 main:574] : INFO : Epoch 1616 | loss: 0.0312415 | val_loss: 0.0312433 | Time: 4322.61 ms [2022-04-11 21:59:19 main:574] : INFO : Epoch 1617 | loss: 0.0312423 | val_loss: 0.0312419 | Time: 4317.94 ms [2022-04-11 21:59:23 main:574] : INFO : Epoch 1618 | loss: 0.0312409 | val_loss: 0.0312419 | Time: 4353.58 ms [2022-04-11 21:59:28 main:574] : INFO : Epoch 1619 | loss: 0.0312416 | val_loss: 0.0312439 | Time: 4357.51 ms [2022-04-11 21:59:32 main:574] : INFO : Epoch 1620 | loss: 0.031241 | val_loss: 0.0312427 | Time: 4324.85 ms [2022-04-11 21:59:36 main:574] : INFO : Epoch 1621 | loss: 0.0312421 | val_loss: 0.0312442 | Time: 4342.32 ms [2022-04-11 21:59:41 main:574] : INFO : Epoch 1622 | loss: 0.0312423 | val_loss: 0.0312447 | Time: 4390.56 ms [2022-04-11 21:59:45 main:574] : INFO : Epoch 1623 | loss: 0.0312438 | val_loss: 0.0312443 | Time: 4309.42 ms [2022-04-11 21:59:49 main:574] : INFO : Epoch 1624 | loss: 0.0312444 | val_loss: 0.0312427 | Time: 4340.18 ms [2022-04-11 21:59:54 main:574] : INFO : Epoch 1625 | loss: 0.0312413 | val_loss: 0.0312431 | Time: 4359 ms [2022-04-11 21:59:58 main:574] : INFO : Epoch 1626 | loss: 0.0312446 | val_loss: 0.0312427 | Time: 4371.58 ms [2022-04-11 22:00:03 main:574] : INFO : Epoch 1627 | loss: 0.0312414 | val_loss: 0.0312439 | Time: 4358.48 ms [2022-04-11 22:00:07 main:574] : INFO : Epoch 1628 | loss: 0.0312416 | val_loss: 0.031245 | Time: 4379.26 ms [2022-04-11 22:00:11 main:574] : INFO : Epoch 1629 | loss: 0.0312417 | val_loss: 0.0312504 | Time: 4361.1 ms [2022-04-11 22:00:16 main:574] : INFO : Epoch 1630 | loss: 0.0312439 | val_loss: 0.0312421 | Time: 4400.55 ms [2022-04-11 22:00:20 main:574] : INFO : Epoch 1631 | loss: 0.0312429 | val_loss: 0.0312419 | Time: 4386.6 ms [2022-04-11 22:00:24 main:574] : INFO : Epoch 1632 | loss: 0.0312414 | val_loss: 0.0312425 | Time: 4368.03 ms [2022-04-11 22:00:29 main:574] : INFO : Epoch 1633 | loss: 0.0312433 | val_loss: 0.0312423 | Time: 4362.44 ms [2022-04-11 22:00:33 main:574] : INFO : Epoch 1634 | loss: 0.0312416 | val_loss: 0.0312438 | Time: 4341.4 ms [2022-04-11 22:00:38 main:574] : INFO : Epoch 1635 | loss: 0.0312427 | val_loss: 0.031242 | Time: 4350.43 ms [2022-04-11 22:00:42 main:574] : INFO : Epoch 1636 | loss: 0.0312417 | val_loss: 0.0312443 | Time: 4355.3 ms [2022-04-11 22:00:46 main:574] : INFO : Epoch 1637 | loss: 0.0312433 | val_loss: 0.0312462 | Time: 4358.2 ms [2022-04-11 22:00:51 main:574] : INFO : Epoch 1638 | loss: 0.0312433 | val_loss: 0.0312419 | Time: 4345.56 ms [2022-04-11 22:00:55 main:574] : INFO : Epoch 1639 | loss: 0.0312424 | val_loss: 0.0312474 | Time: 4335.23 ms [2022-04-11 22:00:59 main:574] : INFO : Epoch 1640 | loss: 0.0312419 | val_loss: 0.0312422 | Time: 4347.96 ms [2022-04-11 22:01:04 main:574] : INFO : Epoch 1641 | loss: 0.0312425 | val_loss: 0.0312478 | Time: 4392.78 ms [2022-04-11 22:01:08 main:574] : INFO : Epoch 1642 | loss: 0.0312444 | val_loss: 0.0312426 | Time: 4320.93 ms [2022-04-11 22:01:12 main:574] : INFO : Epoch 1643 | loss: 0.0312418 | val_loss: 0.0312421 | Time: 4387.94 ms [2022-04-11 22:01:17 main:574] : INFO : Epoch 1644 | loss: 0.0312418 | val_loss: 0.0312435 | Time: 4355.64 ms [2022-04-11 22:01:21 main:574] : INFO : Epoch 1645 | loss: 0.0312415 | val_loss: 0.0312433 | Time: 4359.86 ms [2022-04-11 22:01:25 main:574] : INFO : Epoch 1646 | loss: 0.0312414 | val_loss: 0.0312423 | Time: 4304.03 ms [2022-04-11 22:01:30 main:574] : INFO : Epoch 1647 | loss: 0.0312414 | val_loss: 0.0312429 | Time: 4342.37 ms [2022-04-11 22:01:34 main:574] : INFO : Epoch 1648 | loss: 0.0312419 | val_loss: 0.0312424 | Time: 4379.26 ms [2022-04-11 22:01:38 main:574] : INFO : Epoch 1649 | loss: 0.0312421 | val_loss: 0.0312438 | Time: 4342.78 ms [2022-04-11 22:01:43 main:574] : INFO : Epoch 1650 | loss: 0.0312416 | val_loss: 0.0312434 | Time: 4325.4 ms [2022-04-11 22:01:47 main:574] : INFO : Epoch 1651 | loss: 0.0312414 | val_loss: 0.0312424 | Time: 4351.54 ms [2022-04-11 22:01:52 main:574] : INFO : Epoch 1652 | loss: 0.0312424 | val_loss: 0.0312426 | Time: 4443.79 ms [2022-04-11 22:01:56 main:574] : INFO : Epoch 1653 | loss: 0.0312463 | val_loss: 0.0312442 | Time: 4302.59 ms [2022-04-11 22:02:00 main:574] : INFO : Epoch 1654 | loss: 0.0312433 | val_loss: 0.0312509 | Time: 4352.19 ms [2022-04-11 22:02:05 main:574] : INFO : Epoch 1655 | loss: 0.0312429 | val_loss: 0.0312442 | Time: 4364.98 ms [2022-04-11 22:02:09 main:574] : INFO : Epoch 1656 | loss: 0.0312424 | val_loss: 0.0312426 | Time: 4338.76 ms [2022-04-11 22:02:13 main:574] : INFO : Epoch 1657 | loss: 0.0312419 | val_loss: 0.031242 | Time: 4367.54 ms [2022-04-11 22:02:18 main:574] : INFO : Epoch 1658 | loss: 0.0312428 | val_loss: 0.0312439 | Time: 4406.34 ms [2022-04-11 22:02:22 main:574] : INFO : Epoch 1659 | loss: 0.0312439 | val_loss: 0.0312424 | Time: 4324.63 ms [2022-04-11 22:02:26 main:574] : INFO : Epoch 1660 | loss: 0.0312422 | val_loss: 0.0312429 | Time: 4378.68 ms [2022-04-11 22:02:31 main:574] : INFO : Epoch 1661 | loss: 0.0312413 | val_loss: 0.0312423 | Time: 4408.49 ms [2022-04-11 22:02:35 main:574] : INFO : Epoch 1662 | loss: 0.0312441 | val_loss: 0.0312455 | Time: 4331.12 ms [2022-04-11 22:02:40 main:574] : INFO : Epoch 1663 | loss: 0.0312426 | val_loss: 0.0312428 | Time: 4311.58 ms [2022-04-11 22:02:44 main:574] : INFO : Epoch 1664 | loss: 0.0312436 | val_loss: 0.0312453 | Time: 4309.32 ms [2022-04-11 22:02:48 main:574] : INFO : Epoch 1665 | loss: 0.0312424 | val_loss: 0.0312446 | Time: 4331.41 ms [2022-04-11 22:02:53 main:574] : INFO : Epoch 1666 | loss: 0.0312427 | val_loss: 0.0312424 | Time: 4378.34 ms [2022-04-11 22:02:57 main:574] : INFO : Epoch 1667 | loss: 0.0312437 | val_loss: 0.0312462 | Time: 4408.51 ms [2022-04-11 22:03:01 main:574] : INFO : Epoch 1668 | loss: 0.0312424 | val_loss: 0.0312427 | Time: 4307.46 ms [2022-04-11 22:03:06 main:574] : INFO : Epoch 1669 | loss: 0.0312421 | val_loss: 0.0312433 | Time: 4346.32 ms [2022-04-11 22:03:10 main:574] : INFO : Epoch 1670 | loss: 0.0312412 | val_loss: 0.0312427 | Time: 4307.85 ms [2022-04-11 22:03:14 main:574] : INFO : Epoch 1671 | loss: 0.0312418 | val_loss: 0.0312434 | Time: 4329.58 ms [2022-04-11 22:03:19 main:574] : INFO : Epoch 1672 | loss: 0.0312419 | val_loss: 0.0312431 | Time: 4354.54 ms [2022-04-11 22:03:23 main:574] : INFO : Epoch 1673 | loss: 0.0312417 | val_loss: 0.0312425 | Time: 4310.53 ms [2022-04-11 22:03:27 main:574] : INFO : Epoch 1674 | loss: 0.0312409 | val_loss: 0.0312427 | Time: 4339.93 ms [2022-04-11 22:03:32 main:574] : INFO : Epoch 1675 | loss: 0.0312427 | val_loss: 0.0312436 | Time: 4390.77 ms [2022-04-11 22:03:36 main:574] : INFO : Epoch 1676 | loss: 0.0312417 | val_loss: 0.0312434 | Time: 4364.27 ms [2022-04-11 22:03:40 main:574] : INFO : Epoch 1677 | loss: 0.031242 | val_loss: 0.0312486 | Time: 4377.84 ms [2022-04-11 22:03:45 main:574] : INFO : Epoch 1678 | loss: 0.0312456 | val_loss: 0.0312476 | Time: 4327.16 ms [2022-04-11 22:03:49 main:574] : INFO : Epoch 1679 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 4297.42 ms [2022-04-11 22:03:54 main:574] : INFO : Epoch 1680 | loss: 0.0312431 | val_loss: 0.0312448 | Time: 4376.91 ms [2022-04-11 22:03:58 main:574] : INFO : Epoch 1681 | loss: 0.0312433 | val_loss: 0.0312475 | Time: 4351.31 ms [2022-04-11 22:04:02 main:574] : INFO : Epoch 1682 | loss: 0.0312446 | val_loss: 0.0312434 | Time: 4317.68 ms [2022-04-11 22:04:07 main:574] : INFO : Epoch 1683 | loss: 0.0312424 | val_loss: 0.0312469 | Time: 4391.13 ms [2022-04-11 22:04:11 main:574] : INFO : Epoch 1684 | loss: 0.0312439 | val_loss: 0.0312441 | Time: 4352.29 ms [2022-04-11 22:04:15 main:574] : INFO : Epoch 1685 | loss: 0.031242 | val_loss: 0.0312422 | Time: 4351.17 ms [2022-04-11 22:04:20 main:574] : INFO : Epoch 1686 | loss: 0.0312412 | val_loss: 0.0312421 | Time: 4325.84 ms [2022-04-11 22:04:24 main:574] : INFO : Epoch 1687 | loss: 0.031242 | val_loss: 0.0312431 | Time: 4318.9 ms [2022-04-11 22:04:28 main:574] : INFO : Epoch 1688 | loss: 0.0312424 | val_loss: 0.0312428 | Time: 4354.47 ms [2022-04-11 22:04:33 main:574] : INFO : Epoch 1689 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 4318.02 ms [2022-04-11 22:04:37 main:574] : INFO : Epoch 1690 | loss: 0.0312414 | val_loss: 0.031242 | Time: 4413.93 ms [2022-04-11 22:04:41 main:574] : INFO : Epoch 1691 | loss: 0.0312411 | val_loss: 0.0312468 | Time: 4385.95 ms [2022-04-11 22:04:46 main:574] : INFO : Epoch 1692 | loss: 0.0312444 | val_loss: 0.0312484 | Time: 4376.34 ms [2022-04-11 22:04:50 main:574] : INFO : Epoch 1693 | loss: 0.0312462 | val_loss: 0.0312431 | Time: 4312.68 ms [2022-04-11 22:04:54 main:574] : INFO : Epoch 1694 | loss: 0.0312422 | val_loss: 0.0312478 | Time: 4350.24 ms [2022-04-11 22:04:59 main:574] : INFO : Epoch 1695 | loss: 0.0312426 | val_loss: 0.0312441 | Time: 4359.93 ms [2022-04-11 22:05:03 main:574] : INFO : Epoch 1696 | loss: 0.0312418 | val_loss: 0.0312424 | Time: 4332.78 ms [2022-04-11 22:05:07 main:574] : INFO : Epoch 1697 | loss: 0.0312414 | val_loss: 0.0312431 | Time: 4301.01 ms [2022-04-11 22:05:12 main:574] : INFO : Epoch 1698 | loss: 0.031242 | val_loss: 0.0312439 | Time: 4333.25 ms [2022-04-11 22:05:16 main:574] : INFO : Epoch 1699 | loss: 0.0312414 | val_loss: 0.0312437 | Time: 4309.45 ms [2022-04-11 22:05:20 main:574] : INFO : Epoch 1700 | loss: 0.0312416 | val_loss: 0.0312433 | Time: 4358.86 ms [2022-04-11 22:05:25 main:574] : INFO : Epoch 1701 | loss: 0.0312414 | val_loss: 0.0312451 | Time: 4343.09 ms [2022-04-11 22:05:29 main:574] : INFO : Epoch 1702 | loss: 0.0312421 | val_loss: 0.0312452 | Time: 4312.04 ms [2022-04-11 22:05:33 main:574] : INFO : Epoch 1703 | loss: 0.0312422 | val_loss: 0.0312448 | Time: 4334.6 ms [2022-04-11 22:05:38 main:574] : INFO : Epoch 1704 | loss: 0.0312434 | val_loss: 0.0312442 | Time: 4341.79 ms [2022-04-11 22:05:42 main:574] : INFO : Epoch 1705 | loss: 0.0312437 | val_loss: 0.031243 | Time: 4338.84 ms [2022-04-11 22:05:47 main:574] : INFO : Epoch 1706 | loss: 0.031242 | val_loss: 0.0312421 | Time: 4355.33 ms [2022-04-11 22:05:51 main:574] : INFO : Epoch 1707 | loss: 0.0312413 | val_loss: 0.0312421 | Time: 4313.59 ms [2022-04-11 22:05:55 main:574] : INFO : Epoch 1708 | loss: 0.0312415 | val_loss: 0.0312421 | Time: 4391.67 ms [2022-04-11 22:06:00 main:574] : INFO : Epoch 1709 | loss: 0.0312437 | val_loss: 0.0312461 | Time: 4360.04 ms [2022-04-11 22:06:04 main:574] : INFO : Epoch 1710 | loss: 0.0312438 | val_loss: 0.0312418 | Time: 4336.53 ms [2022-04-11 22:06:08 main:574] : INFO : Epoch 1711 | loss: 0.0312436 | val_loss: 0.0312477 | Time: 4394.97 ms [2022-04-11 22:06:13 main:574] : INFO : Epoch 1712 | loss: 0.031245 | val_loss: 0.0312425 | Time: 4341.51 ms [2022-04-11 22:06:17 main:574] : INFO : Epoch 1713 | loss: 0.0312419 | val_loss: 0.0312432 | Time: 4389.88 ms [2022-04-11 22:06:21 main:574] : INFO : Epoch 1714 | loss: 0.0312422 | val_loss: 0.031246 | Time: 4380.86 ms [2022-04-11 22:06:26 main:574] : INFO : Epoch 1715 | loss: 0.0312427 | val_loss: 0.0312437 | Time: 4404.77 ms [2022-04-11 22:06:30 main:574] : INFO : Epoch 1716 | loss: 0.0312425 | val_loss: 0.0312424 | Time: 4315.98 ms [2022-04-11 22:06:35 main:574] : INFO : Epoch 1717 | loss: 0.031242 | val_loss: 0.0312424 | Time: 4309.17 ms [2022-04-11 22:06:39 main:574] : INFO : Epoch 1718 | loss: 0.0312426 | val_loss: 0.0312444 | Time: 4367.71 ms [2022-04-11 22:06:43 main:574] : INFO : Epoch 1719 | loss: 0.0312423 | val_loss: 0.0312447 | Time: 4369.81 ms [2022-04-11 22:06:48 main:574] : INFO : Epoch 1720 | loss: 0.0312415 | val_loss: 0.0312429 | Time: 4371.94 ms [2022-04-11 22:06:52 main:574] : INFO : Epoch 1721 | loss: 0.0312422 | val_loss: 0.0312459 | Time: 4327.2 ms [2022-04-11 22:06:56 main:574] : INFO : Epoch 1722 | loss: 0.031243 | val_loss: 0.0312442 | Time: 4365.18 ms [2022-04-11 22:07:01 main:574] : INFO : Epoch 1723 | loss: 0.0312429 | val_loss: 0.031242 | Time: 4437.99 ms [2022-04-11 22:07:05 main:574] : INFO : Epoch 1724 | loss: 0.0312412 | val_loss: 0.0312424 | Time: 4374.88 ms [2022-04-11 22:07:10 main:574] : INFO : Epoch 1725 | loss: 0.0312418 | val_loss: 0.0312421 | Time: 4333.25 ms [2022-04-11 22:07:14 main:574] : INFO : Epoch 1726 | loss: 0.0312434 | val_loss: 0.0312446 | Time: 4447.46 ms [2022-04-11 22:07:18 main:574] : INFO : Epoch 1727 | loss: 0.0312435 | val_loss: 0.0312455 | Time: 4336.29 ms [2022-04-11 22:07:23 main:574] : INFO : Epoch 1728 | loss: 0.0312425 | val_loss: 0.0312449 | Time: 4341.97 ms [2022-04-11 22:07:27 main:574] : INFO : Epoch 1729 | loss: 0.0312444 | val_loss: 0.0312495 | Time: 4354.26 ms [2022-04-11 22:07:31 main:574] : INFO : Epoch 1730 | loss: 0.0312443 | val_loss: 0.031243 | Time: 4386.89 ms [2022-04-11 22:07:36 main:574] : INFO : Epoch 1731 | loss: 0.0312426 | val_loss: 0.0312423 | Time: 4346.38 ms [2022-04-11 22:07:40 main:574] : INFO : Epoch 1732 | loss: 0.0312423 | val_loss: 0.0312421 | Time: 4349.86 ms [2022-04-11 22:07:44 main:574] : INFO : Epoch 1733 | loss: 0.031243 | val_loss: 0.0312423 | Time: 4315.81 ms [2022-04-11 22:07:49 main:574] : INFO : Epoch 1734 | loss: 0.0312448 | val_loss: 0.0312435 | Time: 4345.57 ms [2022-04-11 22:07:53 main:574] : INFO : Epoch 1735 | loss: 0.0312433 | val_loss: 0.0312451 | Time: 4371.29 ms [2022-04-11 22:07:58 main:574] : INFO : Epoch 1736 | loss: 0.0312446 | val_loss: 0.031246 | Time: 4360.79 ms [2022-04-11 22:08:02 main:574] : INFO : Epoch 1737 | loss: 0.0312426 | val_loss: 0.0312432 | Time: 4357.38 ms [2022-04-11 22:08:06 main:574] : INFO : Epoch 1738 | loss: 0.0312426 | val_loss: 0.0312435 | Time: 4350.63 ms [2022-04-11 22:08:11 main:574] : INFO : Epoch 1739 | loss: 0.0312421 | val_loss: 0.031244 | Time: 4380.7 ms [2022-04-11 22:08:15 main:574] : INFO : Epoch 1740 | loss: 0.0312421 | val_loss: 0.0312423 | Time: 4322.54 ms [2022-04-11 22:08:19 main:574] : INFO : Epoch 1741 | loss: 0.0312418 | val_loss: 0.0312437 | Time: 4379.12 ms [2022-04-11 22:08:24 main:574] : INFO : Epoch 1742 | loss: 0.0312422 | val_loss: 0.0312425 | Time: 4305.14 ms [2022-04-11 22:08:28 main:574] : INFO : Epoch 1743 | loss: 0.0312431 | val_loss: 0.0312451 | Time: 4327.79 ms [2022-04-11 22:08:32 main:574] : INFO : Epoch 1744 | loss: 0.0312442 | val_loss: 0.0312433 | Time: 4340.83 ms [2022-04-11 22:08:37 main:574] : INFO : Epoch 1745 | loss: 0.0312425 | val_loss: 0.0312456 | Time: 4290.95 ms [2022-04-11 22:08:41 main:574] : INFO : Epoch 1746 | loss: 0.031244 | val_loss: 0.0312474 | Time: 4318.05 ms [2022-04-11 22:08:45 main:574] : INFO : Epoch 1747 | loss: 0.0312429 | val_loss: 0.0312461 | Time: 4249.35 ms [2022-04-11 22:08:50 main:574] : INFO : Epoch 1748 | loss: 0.0312431 | val_loss: 0.031243 | Time: 4386.15 ms [2022-04-11 22:08:54 main:574] : INFO : Epoch 1749 | loss: 0.031243 | val_loss: 0.0312437 | Time: 4282.51 ms [2022-04-11 22:08:58 main:574] : INFO : Epoch 1750 | loss: 0.031244 | val_loss: 0.031244 | Time: 4321.71 ms [2022-04-11 22:09:03 main:574] : INFO : Epoch 1751 | loss: 0.031243 | val_loss: 0.031244 | Time: 4333.38 ms [2022-04-11 22:09:07 main:574] : INFO : Epoch 1752 | loss: 0.0312424 | val_loss: 0.0312441 | Time: 4369.68 ms [2022-04-11 22:09:11 main:574] : INFO : Epoch 1753 | loss: 0.0312435 | val_loss: 0.0312425 | Time: 4399.08 ms [2022-04-11 22:09:16 main:574] : INFO : Epoch 1754 | loss: 0.0312415 | val_loss: 0.0312433 | Time: 4394.46 ms [2022-04-11 22:09:20 main:574] : INFO : Epoch 1755 | loss: 0.0312445 | val_loss: 0.0312448 | Time: 4418.44 ms [2022-04-11 22:09:25 main:574] : INFO : Epoch 1756 | loss: 0.0312442 | val_loss: 0.0312433 | Time: 4359.77 ms [2022-04-11 22:09:29 main:574] : INFO : Epoch 1757 | loss: 0.0312417 | val_loss: 0.0312432 | Time: 4385.32 ms [2022-04-11 22:09:33 main:574] : INFO : Epoch 1758 | loss: 0.0312428 | val_loss: 0.0312466 | Time: 4394.05 ms [2022-04-11 22:09:38 main:574] : INFO : Epoch 1759 | loss: 0.0312444 | val_loss: 0.0312467 | Time: 4376.86 ms [2022-04-11 22:09:42 main:574] : INFO : Epoch 1760 | loss: 0.0312439 | val_loss: 0.0312468 | Time: 4318.79 ms [2022-04-11 22:09:46 main:574] : INFO : Epoch 1761 | loss: 0.0312444 | val_loss: 0.0312453 | Time: 4367 ms [2022-04-11 22:09:51 main:574] : INFO : Epoch 1762 | loss: 0.0312431 | val_loss: 0.0312426 | Time: 4375.87 ms [2022-04-11 22:09:55 main:574] : INFO : Epoch 1763 | loss: 0.0312452 | val_loss: 0.0312501 | Time: 4374.94 ms [2022-04-11 22:09:59 main:574] : INFO : Epoch 1764 | loss: 0.0312439 | val_loss: 0.0312428 | Time: 4289.03 ms [2022-04-11 22:10:04 main:574] : INFO : Epoch 1765 | loss: 0.0312416 | val_loss: 0.0312433 | Time: 4304.32 ms [2022-04-11 22:10:08 main:574] : INFO : Epoch 1766 | loss: 0.0312421 | val_loss: 0.0312433 | Time: 4331.02 ms [2022-04-11 22:10:12 main:574] : INFO : Epoch 1767 | loss: 0.0312425 | val_loss: 0.031245 | Time: 4331.47 ms [2022-04-11 22:10:17 main:574] : INFO : Epoch 1768 | loss: 0.0312419 | val_loss: 0.0312432 | Time: 4335.18 ms [2022-04-11 22:10:21 main:574] : INFO : Epoch 1769 | loss: 0.0312416 | val_loss: 0.0312427 | Time: 4362.71 ms [2022-04-11 22:10:25 main:574] : INFO : Epoch 1770 | loss: 0.0312415 | val_loss: 0.0312476 | Time: 4374.6 ms [2022-04-11 22:10:30 main:574] : INFO : Epoch 1771 | loss: 0.0312443 | val_loss: 0.031244 | Time: 4352.77 ms [2022-04-11 22:10:34 main:574] : INFO : Epoch 1772 | loss: 0.031242 | val_loss: 0.0312435 | Time: 4379.3 ms [2022-04-11 22:10:39 main:574] : INFO : Epoch 1773 | loss: 0.0312416 | val_loss: 0.0312427 | Time: 4374.87 ms [2022-04-11 22:10:43 main:574] : INFO : Epoch 1774 | loss: 0.0312427 | val_loss: 0.0312487 | Time: 4313.47 ms [2022-04-11 22:10:47 main:574] : INFO : Epoch 1775 | loss: 0.0312439 | val_loss: 0.0312448 | Time: 4339.64 ms [2022-04-11 22:10:52 main:574] : INFO : Epoch 1776 | loss: 0.0312458 | val_loss: 0.0312438 | Time: 4367.17 ms [2022-04-11 22:10:56 main:574] : INFO : Epoch 1777 | loss: 0.0312422 | val_loss: 0.031243 | Time: 4287.64 ms [2022-04-11 22:11:00 main:574] : INFO : Epoch 1778 | loss: 0.0312422 | val_loss: 0.0312433 | Time: 4355.72 ms [2022-04-11 22:11:05 main:574] : INFO : Epoch 1779 | loss: 0.0312413 | val_loss: 0.0312433 | Time: 4329.33 ms [2022-04-11 22:11:09 main:574] : INFO : Epoch 1780 | loss: 0.0312425 | val_loss: 0.0312441 | Time: 4344.33 ms [2022-04-11 22:11:13 main:574] : INFO : Epoch 1781 | loss: 0.0312425 | val_loss: 0.0312431 | Time: 4314.18 ms [2022-04-11 22:11:18 main:574] : INFO : Epoch 1782 | loss: 0.0312432 | val_loss: 0.0312432 | Time: 4392.85 ms [2022-04-11 22:11:22 main:574] : INFO : Epoch 1783 | loss: 0.0312417 | val_loss: 0.0312437 | Time: 4411.34 ms [2022-04-11 22:11:26 main:574] : INFO : Epoch 1784 | loss: 0.0312433 | val_loss: 0.0312466 | Time: 4256.56 ms [2022-04-11 22:11:31 main:574] : INFO : Epoch 1785 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 4350.98 ms [2022-04-11 22:11:35 main:574] : INFO : Epoch 1786 | loss: 0.0312419 | val_loss: 0.0312425 | Time: 4318.51 ms [2022-04-11 22:11:39 main:574] : INFO : Epoch 1787 | loss: 0.0312426 | val_loss: 0.0312471 | Time: 4361.67 ms [2022-04-11 22:11:44 main:574] : INFO : Epoch 1788 | loss: 0.031242 | val_loss: 0.0312427 | Time: 4314.55 ms [2022-04-11 22:11:48 main:574] : INFO : Epoch 1789 | loss: 0.0312414 | val_loss: 0.031244 | Time: 4358.77 ms [2022-04-11 22:11:52 main:574] : INFO : Epoch 1790 | loss: 0.0312433 | val_loss: 0.0312485 | Time: 3981.58 ms [2022-04-11 22:11:56 main:574] : INFO : Epoch 1791 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 4230.92 ms [2022-04-11 22:12:00 main:574] : INFO : Epoch 1792 | loss: 0.0312418 | val_loss: 0.0312423 | Time: 4129.08 ms [2022-04-11 22:12:04 main:574] : INFO : Epoch 1793 | loss: 0.0312419 | val_loss: 0.0312428 | Time: 4056.59 ms [2022-04-11 22:12:09 main:574] : INFO : Epoch 1794 | loss: 0.0312422 | val_loss: 0.0312429 | Time: 4037.26 ms [2022-04-11 22:12:13 main:574] : INFO : Epoch 1795 | loss: 0.0312425 | val_loss: 0.0312437 | Time: 4336.71 ms [2022-04-11 22:12:17 main:574] : INFO : Epoch 1796 | loss: 0.0312434 | val_loss: 0.0312446 | Time: 4337.33 ms [2022-04-11 22:12:22 main:574] : INFO : Epoch 1797 | loss: 0.0312424 | val_loss: 0.0312459 | Time: 4316.8 ms [2022-04-11 22:12:26 main:574] : INFO : Epoch 1798 | loss: 0.031243 | val_loss: 0.0312486 | Time: 4357.22 ms [2022-04-11 22:12:30 main:574] : INFO : Epoch 1799 | loss: 0.0312458 | val_loss: 0.0312465 | Time: 4367.8 ms [2022-04-11 22:12:35 main:574] : INFO : Epoch 1800 | loss: 0.0312456 | val_loss: 0.0312433 | Time: 4329.27 ms [2022-04-11 22:12:39 main:574] : INFO : Epoch 1801 | loss: 0.0312431 | val_loss: 0.0312438 | Time: 4336.27 ms [2022-04-11 22:12:43 main:574] : INFO : Epoch 1802 | loss: 0.0312429 | val_loss: 0.0312434 | Time: 4310.86 ms [2022-04-11 22:12:48 main:574] : INFO : Epoch 1803 | loss: 0.0312431 | val_loss: 0.0312437 | Time: 4372.1 ms [2022-04-11 22:12:52 main:574] : INFO : Epoch 1804 | loss: 0.0312417 | val_loss: 0.0312422 | Time: 4320.6 ms [2022-04-11 22:12:56 main:574] : INFO : Epoch 1805 | loss: 0.0312431 | val_loss: 0.0312442 | Time: 4325.46 ms [2022-04-11 22:13:01 main:574] : INFO : Epoch 1806 | loss: 0.0312429 | val_loss: 0.0312436 | Time: 4352.06 ms [2022-04-11 22:13:05 main:574] : INFO : Epoch 1807 | loss: 0.0312416 | val_loss: 0.0312437 | Time: 4287.96 ms [2022-04-11 22:13:09 main:574] : INFO : Epoch 1808 | loss: 0.0312438 | val_loss: 0.031251 | Time: 4313.49 ms [2022-04-11 22:13:14 main:574] : INFO : Epoch 1809 | loss: 0.0312453 | val_loss: 0.0312441 | Time: 4276.16 ms [2022-04-11 22:13:18 main:574] : INFO : Epoch 1810 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 4339.6 ms [2022-04-11 22:13:22 main:574] : INFO : Epoch 1811 | loss: 0.0312423 | val_loss: 0.0312427 | Time: 4353.13 ms [2022-04-11 22:13:27 main:574] : INFO : Epoch 1812 | loss: 0.0312423 | val_loss: 0.0312436 | Time: 4358.18 ms [2022-04-11 22:13:31 main:574] : INFO : Epoch 1813 | loss: 0.0312432 | val_loss: 0.0312427 | Time: 4345.72 ms [2022-04-11 22:13:35 main:574] : INFO : Epoch 1814 | loss: 0.0312417 | val_loss: 0.031244 | Time: 4320.39 ms [2022-04-11 22:13:40 main:574] : INFO : Epoch 1815 | loss: 0.0312436 | val_loss: 0.0312431 | Time: 4328.45 ms [2022-04-11 22:13:44 main:574] : INFO : Epoch 1816 | loss: 0.0312416 | val_loss: 0.0312443 | Time: 4275.17 ms [2022-04-11 22:13:48 main:574] : INFO : Epoch 1817 | loss: 0.0312444 | val_loss: 0.0312434 | Time: 4325.03 ms [2022-04-11 22:13:53 main:574] : INFO : Epoch 1818 | loss: 0.031242 | val_loss: 0.0312427 | Time: 4353.18 ms [2022-04-11 22:13:57 main:574] : INFO : Epoch 1819 | loss: 0.0312428 | val_loss: 0.0312489 | Time: 4286.62 ms [2022-04-11 22:14:01 main:574] : INFO : Epoch 1820 | loss: 0.0312426 | val_loss: 0.031243 | Time: 4320.49 ms [2022-04-11 22:14:06 main:574] : INFO : Epoch 1821 | loss: 0.0312422 | val_loss: 0.0312428 | Time: 4345.55 ms [2022-04-11 22:14:10 main:574] : INFO : Epoch 1822 | loss: 0.0312423 | val_loss: 0.031252 | Time: 4308.49 ms [2022-04-11 22:14:14 main:574] : INFO : Epoch 1823 | loss: 0.0312464 | val_loss: 0.0312446 | Time: 4319.25 ms [2022-04-11 22:14:18 main:574] : INFO : Epoch 1824 | loss: 0.0312421 | val_loss: 0.0312434 | Time: 4314.82 ms [2022-04-11 22:14:23 main:574] : INFO : Epoch 1825 | loss: 0.0312423 | val_loss: 0.0312428 | Time: 4334.23 ms [2022-04-11 22:14:27 main:574] : INFO : Epoch 1826 | loss: 0.0312424 | val_loss: 0.0312443 | Time: 4328.74 ms [2022-04-11 22:14:31 main:574] : INFO : Epoch 1827 | loss: 0.0312435 | val_loss: 0.0312437 | Time: 4314.81 ms [2022-04-11 22:14:36 main:574] : INFO : Epoch 1828 | loss: 0.031243 | val_loss: 0.0312462 | Time: 4316.33 ms [2022-04-11 22:14:40 main:574] : INFO : Epoch 1829 | loss: 0.0312431 | val_loss: 0.0312463 | Time: 4322.81 ms [2022-04-11 22:14:45 main:574] : INFO : Epoch 1830 | loss: 0.0312433 | val_loss: 0.0312479 | Time: 4361.14 ms [2022-04-11 22:14:49 main:574] : INFO : Epoch 1831 | loss: 0.0312429 | val_loss: 0.0312487 | Time: 4291.63 ms [2022-04-11 22:14:53 main:574] : INFO : Epoch 1832 | loss: 0.0312433 | val_loss: 0.0312448 | Time: 4323.67 ms [2022-04-11 22:14:57 main:574] : INFO : Epoch 1833 | loss: 0.0312435 | val_loss: 0.0312425 | Time: 4346.81 ms [2022-04-11 22:15:02 main:574] : INFO : Epoch 1834 | loss: 0.0312426 | val_loss: 0.0312427 | Time: 4334.79 ms [2022-04-11 22:15:06 main:574] : INFO : Epoch 1835 | loss: 0.0312425 | val_loss: 0.0312429 | Time: 4317.62 ms [2022-04-11 22:15:11 main:574] : INFO : Epoch 1836 | loss: 0.0312449 | val_loss: 0.0312429 | Time: 4386.39 ms [2022-04-11 22:15:15 main:574] : INFO : Epoch 1837 | loss: 0.031246 | val_loss: 0.0312462 | Time: 4344.11 ms [2022-04-11 22:15:19 main:574] : INFO : Epoch 1838 | loss: 0.0312424 | val_loss: 0.0312439 | Time: 4315.14 ms [2022-04-11 22:15:24 main:574] : INFO : Epoch 1839 | loss: 0.0312438 | val_loss: 0.0312491 | Time: 4317.6 ms [2022-04-11 22:15:28 main:574] : INFO : Epoch 1840 | loss: 0.0312451 | val_loss: 0.0312461 | Time: 4322.24 ms [2022-04-11 22:15:32 main:574] : INFO : Epoch 1841 | loss: 0.0312436 | val_loss: 0.0312428 | Time: 4303.66 ms [2022-04-11 22:15:36 main:574] : INFO : Epoch 1842 | loss: 0.0312421 | val_loss: 0.0312438 | Time: 4303.24 ms [2022-04-11 22:15:41 main:574] : INFO : Epoch 1843 | loss: 0.0312426 | val_loss: 0.0312427 | Time: 4319.62 ms [2022-04-11 22:15:45 main:574] : INFO : Epoch 1844 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 4287.39 ms [2022-04-11 22:15:49 main:574] : INFO : Epoch 1845 | loss: 0.0312454 | val_loss: 0.0312493 | Time: 4286.36 ms [2022-04-11 22:15:54 main:574] : INFO : Epoch 1846 | loss: 0.0312451 | val_loss: 0.0312456 | Time: 4342.61 ms [2022-04-11 22:15:58 main:574] : INFO : Epoch 1847 | loss: 0.0312436 | val_loss: 0.0312426 | Time: 4350.65 ms [2022-04-11 22:16:02 main:574] : INFO : Epoch 1848 | loss: 0.0312436 | val_loss: 0.0312437 | Time: 4325.79 ms [2022-04-11 22:16:07 main:574] : INFO : Epoch 1849 | loss: 0.0312448 | val_loss: 0.0312446 | Time: 4293.81 ms [2022-04-11 22:16:11 main:574] : INFO : Epoch 1850 | loss: 0.0312427 | val_loss: 0.0312459 | Time: 4284.63 ms [2022-04-11 22:16:15 main:574] : INFO : Epoch 1851 | loss: 0.0312434 | val_loss: 0.0312445 | Time: 4296.72 ms [2022-04-11 22:16:20 main:574] : INFO : Epoch 1852 | loss: 0.0312421 | val_loss: 0.0312429 | Time: 4310.16 ms [2022-04-11 22:16:24 main:574] : INFO : Epoch 1853 | loss: 0.0312431 | val_loss: 0.0312436 | Time: 4373.99 ms [2022-04-11 22:16:28 main:574] : INFO : Epoch 1854 | loss: 0.0312436 | val_loss: 0.0312446 | Time: 4322.8 ms [2022-04-11 22:16:33 main:574] : INFO : Epoch 1855 | loss: 0.0312424 | val_loss: 0.0312435 | Time: 4331.43 ms [2022-04-11 22:16:37 main:574] : INFO : Epoch 1856 | loss: 0.0312429 | val_loss: 0.0312429 | Time: 4360.02 ms [2022-04-11 22:16:41 main:574] : INFO : Epoch 1857 | loss: 0.0312427 | val_loss: 0.0312438 | Time: 4262.35 ms [2022-04-11 22:16:46 main:574] : INFO : Epoch 1858 | loss: 0.031244 | val_loss: 0.0312438 | Time: 4327.49 ms [2022-04-11 22:16:50 main:574] : INFO : Epoch 1859 | loss: 0.0312423 | val_loss: 0.0312469 | Time: 4289.94 ms [2022-04-11 22:16:54 main:574] : INFO : Epoch 1860 | loss: 0.0312453 | val_loss: 0.0312456 | Time: 4347.99 ms [2022-04-11 22:16:59 main:574] : INFO : Epoch 1861 | loss: 0.0312421 | val_loss: 0.0312427 | Time: 4317.87 ms [2022-04-11 22:17:03 main:574] : INFO : Epoch 1862 | loss: 0.031241 | val_loss: 0.0312433 | Time: 4300.36 ms [2022-04-11 22:17:07 main:574] : INFO : Epoch 1863 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 4313.34 ms [2022-04-11 22:17:12 main:574] : INFO : Epoch 1864 | loss: 0.0312449 | val_loss: 0.0312434 | Time: 4330.33 ms [2022-04-11 22:17:16 main:574] : INFO : Epoch 1865 | loss: 0.0312423 | val_loss: 0.031245 | Time: 4351.8 ms [2022-04-11 22:17:20 main:574] : INFO : Epoch 1866 | loss: 0.0312433 | val_loss: 0.0312438 | Time: 4327.83 ms [2022-04-11 22:17:25 main:574] : INFO : Epoch 1867 | loss: 0.0312427 | val_loss: 0.0312453 | Time: 4304.02 ms [2022-04-11 22:17:29 main:574] : INFO : Epoch 1868 | loss: 0.0312425 | val_loss: 0.0312438 | Time: 4300.88 ms [2022-04-11 22:17:33 main:574] : INFO : Epoch 1869 | loss: 0.0312422 | val_loss: 0.0312431 | Time: 4354.84 ms [2022-04-11 22:17:38 main:574] : INFO : Epoch 1870 | loss: 0.0312418 | val_loss: 0.0312429 | Time: 4357.1 ms [2022-04-11 22:17:42 main:574] : INFO : Epoch 1871 | loss: 0.0312424 | val_loss: 0.0312432 | Time: 4294.04 ms [2022-04-11 22:17:46 main:574] : INFO : Epoch 1872 | loss: 0.0312425 | val_loss: 0.031244 | Time: 4312.74 ms [2022-04-11 22:17:50 main:574] : INFO : Epoch 1873 | loss: 0.0312425 | val_loss: 0.031246 | Time: 4309.18 ms [2022-04-11 22:17:55 main:574] : INFO : Epoch 1874 | loss: 0.0312425 | val_loss: 0.0312434 | Time: 4312.25 ms [2022-04-11 22:17:59 main:574] : INFO : Epoch 1875 | loss: 0.0312426 | val_loss: 0.031244 | Time: 4362.6 ms [2022-04-11 22:18:03 main:574] : INFO : Epoch 1876 | loss: 0.0312437 | val_loss: 0.0312454 | Time: 4333.92 ms [2022-04-11 22:18:08 main:574] : INFO : Epoch 1877 | loss: 0.0312435 | val_loss: 0.0312449 | Time: 4383.45 ms [2022-04-11 22:18:12 main:574] : INFO : Epoch 1878 | loss: 0.0312431 | val_loss: 0.0312432 | Time: 4335.5 ms [2022-04-11 22:18:17 main:574] : INFO : Epoch 1879 | loss: 0.0312417 | val_loss: 0.0312453 | Time: 4356.88 ms [2022-04-11 22:18:21 main:574] : INFO : Epoch 1880 | loss: 0.0312431 | val_loss: 0.0312424 | Time: 4413.66 ms [2022-04-11 22:18:25 main:574] : INFO : Epoch 1881 | loss: 0.0312416 | val_loss: 0.0312422 | Time: 4304.13 ms [2022-04-11 22:18:30 main:574] : INFO : Epoch 1882 | loss: 0.031243 | val_loss: 0.0312454 | Time: 4311.06 ms [2022-04-11 22:18:34 main:574] : INFO : Epoch 1883 | loss: 0.0312431 | val_loss: 0.0312456 | Time: 4321.54 ms [2022-04-11 22:18:38 main:574] : INFO : Epoch 1884 | loss: 0.0312432 | val_loss: 0.0312432 | Time: 4326.48 ms [2022-04-11 22:18:43 main:574] : INFO : Epoch 1885 | loss: 0.0312421 | val_loss: 0.0312445 | Time: 4307.28 ms [2022-04-11 22:18:47 main:574] : INFO : Epoch 1886 | loss: 0.0312432 | val_loss: 0.0312435 | Time: 4289.79 ms [2022-04-11 22:18:51 main:574] : INFO : Epoch 1887 | loss: 0.0312425 | val_loss: 0.0312432 | Time: 4318.28 ms [2022-04-11 22:18:56 main:574] : INFO : Epoch 1888 | loss: 0.0312416 | val_loss: 0.0312427 | Time: 4326.4 ms [2022-04-11 22:19:00 main:574] : INFO : Epoch 1889 | loss: 0.0312421 | val_loss: 0.0312429 | Time: 4353.11 ms [2022-04-11 22:19:04 main:574] : INFO : Epoch 1890 | loss: 0.0312416 | val_loss: 0.0312429 | Time: 4301.22 ms [2022-04-11 22:19:09 main:574] : INFO : Epoch 1891 | loss: 0.0312426 | val_loss: 0.0312445 | Time: 4338.48 ms [2022-04-11 22:19:13 main:574] : INFO : Epoch 1892 | loss: 0.031246 | val_loss: 0.0312468 | Time: 4294.06 ms [2022-04-11 22:19:17 main:574] : INFO : Epoch 1893 | loss: 0.0312437 | val_loss: 0.0312504 | Time: 4305.08 ms [2022-04-11 22:19:21 main:574] : INFO : Epoch 1894 | loss: 0.0312462 | val_loss: 0.0312456 | Time: 4325.96 ms [2022-04-11 22:19:26 main:574] : INFO : Epoch 1895 | loss: 0.0312444 | val_loss: 0.0312449 | Time: 4350.53 ms [2022-04-11 22:19:30 main:574] : INFO : Epoch 1896 | loss: 0.031242 | val_loss: 0.0312448 | Time: 4370.58 ms [2022-04-11 22:19:35 main:574] : INFO : Epoch 1897 | loss: 0.0312421 | val_loss: 0.0312425 | Time: 4297.87 ms [2022-04-11 22:19:39 main:574] : INFO : Epoch 1898 | loss: 0.031242 | val_loss: 0.0312422 | Time: 4332.66 ms [2022-04-11 22:19:43 main:574] : INFO : Epoch 1899 | loss: 0.031242 | val_loss: 0.0312424 | Time: 4341.53 ms [2022-04-11 22:19:47 main:574] : INFO : Epoch 1900 | loss: 0.0312426 | val_loss: 0.0312429 | Time: 4293.54 ms [2022-04-11 22:19:52 main:574] : INFO : Epoch 1901 | loss: 0.0312427 | val_loss: 0.031245 | Time: 4290.05 ms [2022-04-11 22:19:56 main:574] : INFO : Epoch 1902 | loss: 0.0312434 | val_loss: 0.0312478 | Time: 4326.65 ms [2022-04-11 22:20:01 main:574] : INFO : Epoch 1903 | loss: 0.0312436 | val_loss: 0.031243 | Time: 4381.74 ms [2022-04-11 22:20:05 main:574] : INFO : Epoch 1904 | loss: 0.0312418 | val_loss: 0.0312507 | Time: 4348.29 ms [2022-04-11 22:20:09 main:574] : INFO : Epoch 1905 | loss: 0.0312442 | val_loss: 0.0312443 | Time: 4301.73 ms [2022-04-11 22:20:14 main:574] : INFO : Epoch 1906 | loss: 0.0312425 | val_loss: 0.0312432 | Time: 4325.74 ms [2022-04-11 22:20:18 main:574] : INFO : Epoch 1907 | loss: 0.0312415 | val_loss: 0.0312435 | Time: 4322.34 ms [2022-04-11 22:20:22 main:574] : INFO : Epoch 1908 | loss: 0.0312421 | val_loss: 0.0312436 | Time: 4327.42 ms [2022-04-11 22:20:26 main:574] : INFO : Epoch 1909 | loss: 0.0312421 | val_loss: 0.0312449 | Time: 4326.16 ms [2022-04-11 22:20:31 main:574] : INFO : Epoch 1910 | loss: 0.0312425 | val_loss: 0.031243 | Time: 4327.08 ms [2022-04-11 22:20:35 main:574] : INFO : Epoch 1911 | loss: 0.0312422 | val_loss: 0.0312427 | Time: 4377.78 ms [2022-04-11 22:20:40 main:574] : INFO : Epoch 1912 | loss: 0.031243 | val_loss: 0.0312442 | Time: 4363.44 ms [2022-04-11 22:20:44 main:574] : INFO : Epoch 1913 | loss: 0.0312427 | val_loss: 0.0312447 | Time: 4326.58 ms [2022-04-11 22:20:48 main:574] : INFO : Epoch 1914 | loss: 0.031243 | val_loss: 0.0312433 | Time: 4324.25 ms [2022-04-11 22:20:53 main:574] : INFO : Epoch 1915 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 4304.45 ms [2022-04-11 22:20:57 main:574] : INFO : Epoch 1916 | loss: 0.0312435 | val_loss: 0.0312433 | Time: 4291.22 ms [2022-04-11 22:21:01 main:574] : INFO : Epoch 1917 | loss: 0.0312426 | val_loss: 0.0312429 | Time: 4329.48 ms [2022-04-11 22:21:05 main:574] : INFO : Epoch 1918 | loss: 0.0312419 | val_loss: 0.0312433 | Time: 4320.72 ms [2022-04-11 22:21:10 main:574] : INFO : Epoch 1919 | loss: 0.0312426 | val_loss: 0.0312452 | Time: 4276.18 ms [2022-04-11 22:21:14 main:574] : INFO : Epoch 1920 | loss: 0.0312448 | val_loss: 0.0312545 | Time: 4329.81 ms [2022-04-11 22:21:18 main:574] : INFO : Epoch 1921 | loss: 0.0312474 | val_loss: 0.0312443 | Time: 4328.02 ms [2022-04-11 22:21:23 main:574] : INFO : Epoch 1922 | loss: 0.0312435 | val_loss: 0.031245 | Time: 4310.21 ms [2022-04-11 22:21:27 main:574] : INFO : Epoch 1923 | loss: 0.0312427 | val_loss: 0.0312476 | Time: 4219.8 ms [2022-04-11 22:21:31 main:574] : INFO : Epoch 1924 | loss: 0.0312422 | val_loss: 0.0312422 | Time: 4374.65 ms [2022-04-11 22:21:36 main:574] : INFO : Epoch 1925 | loss: 0.0312418 | val_loss: 0.0312436 | Time: 4310.53 ms [2022-04-11 22:21:40 main:574] : INFO : Epoch 1926 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 4344.39 ms [2022-04-11 22:21:44 main:574] : INFO : Epoch 1927 | loss: 0.0312427 | val_loss: 0.0312447 | Time: 4362.6 ms [2022-04-11 22:21:49 main:574] : INFO : Epoch 1928 | loss: 0.0312423 | val_loss: 0.0312432 | Time: 4281.8 ms [2022-04-11 22:21:53 main:574] : INFO : Epoch 1929 | loss: 0.0312419 | val_loss: 0.0312436 | Time: 4329.41 ms [2022-04-11 22:21:57 main:574] : INFO : Epoch 1930 | loss: 0.0312431 | val_loss: 0.031244 | Time: 4384 ms [2022-04-11 22:22:02 main:574] : INFO : Epoch 1931 | loss: 0.0312436 | val_loss: 0.0312477 | Time: 4328.4 ms [2022-04-11 22:22:06 main:574] : INFO : Epoch 1932 | loss: 0.0312434 | val_loss: 0.0312467 | Time: 4303.39 ms [2022-04-11 22:22:10 main:574] : INFO : Epoch 1933 | loss: 0.0312431 | val_loss: 0.0312426 | Time: 4291.74 ms [2022-04-11 22:22:15 main:574] : INFO : Epoch 1934 | loss: 0.031243 | val_loss: 0.0312428 | Time: 4407.23 ms [2022-04-11 22:22:19 main:574] : INFO : Epoch 1935 | loss: 0.0312424 | val_loss: 0.0312436 | Time: 4355.94 ms [2022-04-11 22:22:23 main:574] : INFO : Epoch 1936 | loss: 0.0312443 | val_loss: 0.0312438 | Time: 4377.41 ms [2022-04-11 22:22:28 main:574] : INFO : Epoch 1937 | loss: 0.0312431 | val_loss: 0.0312425 | Time: 4356.86 ms [2022-04-11 22:22:32 main:574] : INFO : Epoch 1938 | loss: 0.0312414 | val_loss: 0.0312435 | Time: 4344.13 ms [2022-04-11 22:22:37 main:574] : INFO : Epoch 1939 | loss: 0.0312419 | val_loss: 0.0312437 | Time: 4350.01 ms [2022-04-11 22:22:41 main:574] : INFO : Epoch 1940 | loss: 0.0312425 | val_loss: 0.0312427 | Time: 4332.01 ms [2022-04-11 22:22:45 main:574] : INFO : Epoch 1941 | loss: 0.0312417 | val_loss: 0.031244 | Time: 4372.16 ms [2022-04-11 22:22:50 main:574] : INFO : Epoch 1942 | loss: 0.0312427 | val_loss: 0.0312424 | Time: 4283.23 ms [2022-04-11 22:22:54 main:574] : INFO : Epoch 1943 | loss: 0.0312432 | val_loss: 0.0312481 | Time: 4367.1 ms [2022-04-11 22:22:58 main:574] : INFO : Epoch 1944 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 4308.74 ms [2022-04-11 22:23:02 main:574] : INFO : Epoch 1945 | loss: 0.0312438 | val_loss: 0.0312459 | Time: 4269.95 ms [2022-04-11 22:23:07 main:574] : INFO : Epoch 1946 | loss: 0.031243 | val_loss: 0.0312432 | Time: 4297.05 ms [2022-04-11 22:23:11 main:574] : INFO : Epoch 1947 | loss: 0.0312412 | val_loss: 0.0312422 | Time: 4348.01 ms [2022-04-11 22:23:15 main:574] : INFO : Epoch 1948 | loss: 0.0312423 | val_loss: 0.0312423 | Time: 4308.67 ms [2022-04-11 22:23:20 main:574] : INFO : Epoch 1949 | loss: 0.0312417 | val_loss: 0.0312429 | Time: 4286.74 ms [2022-04-11 22:23:24 main:574] : INFO : Epoch 1950 | loss: 0.031244 | val_loss: 0.0312484 | Time: 4365.57 ms [2022-04-11 22:23:28 main:574] : INFO : Epoch 1951 | loss: 0.031245 | val_loss: 0.0312436 | Time: 4278.4 ms [2022-04-11 22:23:33 main:574] : INFO : Epoch 1952 | loss: 0.0312444 | val_loss: 0.0312499 | Time: 4278.19 ms [2022-04-11 22:23:37 main:574] : INFO : Epoch 1953 | loss: 0.0312429 | val_loss: 0.0312428 | Time: 4340.99 ms [2022-04-11 22:23:41 main:574] : INFO : Epoch 1954 | loss: 0.0312415 | val_loss: 0.031244 | Time: 4315.79 ms [2022-04-11 22:23:46 main:574] : INFO : Epoch 1955 | loss: 0.0312416 | val_loss: 0.0312454 | Time: 4291.03 ms [2022-04-11 22:23:50 main:574] : INFO : Epoch 1956 | loss: 0.0312417 | val_loss: 0.0312436 | Time: 4355.41 ms [2022-04-11 22:23:54 main:574] : INFO : Epoch 1957 | loss: 0.0312427 | val_loss: 0.0312445 | Time: 4278.91 ms [2022-04-11 22:23:59 main:574] : INFO : Epoch 1958 | loss: 0.0312425 | val_loss: 0.0312448 | Time: 4368.51 ms [2022-04-11 22:24:03 main:574] : INFO : Epoch 1959 | loss: 0.031245 | val_loss: 0.0312466 | Time: 4278.56 ms [2022-04-11 22:24:07 main:574] : INFO : Epoch 1960 | loss: 0.0312437 | val_loss: 0.0312453 | Time: 4341.68 ms [2022-04-11 22:24:12 main:574] : INFO : Epoch 1961 | loss: 0.0312428 | val_loss: 0.0312427 | Time: 4362.63 ms [2022-04-11 22:24:16 main:574] : INFO : Epoch 1962 | loss: 0.0312435 | val_loss: 0.0312437 | Time: 4338.57 ms [2022-04-11 22:24:20 main:574] : INFO : Epoch 1963 | loss: 0.0312441 | val_loss: 0.0312431 | Time: 4307.33 ms [2022-04-11 22:24:25 main:574] : INFO : Epoch 1964 | loss: 0.0312422 | val_loss: 0.031242 | Time: 4292.21 ms [2022-04-11 22:24:29 main:574] : INFO : Epoch 1965 | loss: 0.0312419 | val_loss: 0.0312424 | Time: 4300.72 ms [2022-04-11 22:24:33 main:574] : INFO : Epoch 1966 | loss: 0.0312423 | val_loss: 0.0312436 | Time: 4322.18 ms [2022-04-11 22:24:38 main:574] : INFO : Epoch 1967 | loss: 0.0312425 | val_loss: 0.0312442 | Time: 4331.58 ms [2022-04-11 22:24:42 main:574] : INFO : Epoch 1968 | loss: 0.0312423 | val_loss: 0.0312427 | Time: 4349.31 ms [2022-04-11 22:24:46 main:574] : INFO : Epoch 1969 | loss: 0.0312418 | val_loss: 0.0312473 | Time: 4300.52 ms [2022-04-11 22:24:51 main:574] : INFO : Epoch 1970 | loss: 0.0312418 | val_loss: 0.0312435 | Time: 4341.49 ms [2022-04-11 22:24:55 main:574] : INFO : Epoch 1971 | loss: 0.0312433 | val_loss: 0.0312441 | Time: 4394.94 ms [2022-04-11 22:24:59 main:574] : INFO : Epoch 1972 | loss: 0.0312427 | val_loss: 0.0312433 | Time: 4278.93 ms [2022-04-11 22:25:04 main:574] : INFO : Epoch 1973 | loss: 0.0312435 | val_loss: 0.0312435 | Time: 4324.7 ms [2022-04-11 22:25:08 main:574] : INFO : Epoch 1974 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 4319.57 ms [2022-04-11 22:25:12 main:574] : INFO : Epoch 1975 | loss: 0.0312419 | val_loss: 0.0312432 | Time: 4333.73 ms [2022-04-11 22:25:17 main:574] : INFO : Epoch 1976 | loss: 0.0312428 | val_loss: 0.0312438 | Time: 4382.05 ms [2022-04-11 22:25:21 main:574] : INFO : Epoch 1977 | loss: 0.0312433 | val_loss: 0.0312454 | Time: 4311.31 ms [2022-04-11 22:25:25 main:574] : INFO : Epoch 1978 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 4315.76 ms [2022-04-11 22:25:30 main:574] : INFO : Epoch 1979 | loss: 0.0312422 | val_loss: 0.0312426 | Time: 4329.64 ms [2022-04-11 22:25:34 main:574] : INFO : Epoch 1980 | loss: 0.0312423 | val_loss: 0.0312432 | Time: 4346.31 ms [2022-04-11 22:25:38 main:574] : INFO : Epoch 1981 | loss: 0.0312428 | val_loss: 0.0312441 | Time: 4328.98 ms [2022-04-11 22:25:43 main:574] : INFO : Epoch 1982 | loss: 0.0312429 | val_loss: 0.031247 | Time: 4296.48 ms [2022-04-11 22:25:47 main:574] : INFO : Epoch 1983 | loss: 0.0312462 | val_loss: 0.0312451 | Time: 4289.82 ms [2022-04-11 22:25:51 main:574] : INFO : Epoch 1984 | loss: 0.0312442 | val_loss: 0.0312438 | Time: 4256.83 ms [2022-04-11 22:25:55 main:574] : INFO : Epoch 1985 | loss: 0.0312423 | val_loss: 0.0312477 | Time: 4308.05 ms [2022-04-11 22:26:00 main:574] : INFO : Epoch 1986 | loss: 0.0312444 | val_loss: 0.0312448 | Time: 4316.47 ms [2022-04-11 22:26:04 main:574] : INFO : Epoch 1987 | loss: 0.0312435 | val_loss: 0.0312437 | Time: 4390.45 ms [2022-04-11 22:26:09 main:574] : INFO : Epoch 1988 | loss: 0.0312422 | val_loss: 0.0312438 | Time: 4324.81 ms [2022-04-11 22:26:13 main:574] : INFO : Epoch 1989 | loss: 0.0312443 | val_loss: 0.0312448 | Time: 4333.23 ms [2022-04-11 22:26:17 main:574] : INFO : Epoch 1990 | loss: 0.0312452 | val_loss: 0.0312452 | Time: 4306.08 ms [2022-04-11 22:26:22 main:574] : INFO : Epoch 1991 | loss: 0.0312428 | val_loss: 0.031245 | Time: 4347.91 ms [2022-04-11 22:26:26 main:574] : INFO : Epoch 1992 | loss: 0.0312422 | val_loss: 0.0312432 | Time: 4321.91 ms [2022-04-11 22:26:30 main:574] : INFO : Epoch 1993 | loss: 0.0312421 | val_loss: 0.0312523 | Time: 4306.38 ms [2022-04-11 22:26:35 main:574] : INFO : Epoch 1994 | loss: 0.031246 | val_loss: 0.0312443 | Time: 4378.73 ms [2022-04-11 22:26:39 main:574] : INFO : Epoch 1995 | loss: 0.0312432 | val_loss: 0.0312462 | Time: 4350.67 ms [2022-04-11 22:26:43 main:574] : INFO : Epoch 1996 | loss: 0.0312425 | val_loss: 0.0312434 | Time: 4321.25 ms [2022-04-11 22:26:48 main:574] : INFO : Epoch 1997 | loss: 0.0312443 | val_loss: 0.0312484 | Time: 4482.14 ms [2022-04-11 22:26:52 main:574] : INFO : Epoch 1998 | loss: 0.0312442 | val_loss: 0.0312435 | Time: 4386 ms [2022-04-11 22:26:56 main:574] : INFO : Epoch 1999 | loss: 0.0312448 | val_loss: 0.0312461 | Time: 4332.08 ms [2022-04-11 22:27:01 main:574] : INFO : Epoch 2000 | loss: 0.0312452 | val_loss: 0.0312432 | Time: 4358.34 ms [2022-04-11 22:27:05 main:574] : INFO : Epoch 2001 | loss: 0.0312418 | val_loss: 0.0312454 | Time: 4316.38 ms [2022-04-11 22:27:09 main:574] : INFO : Epoch 2002 | loss: 0.0312419 | val_loss: 0.0312425 | Time: 4310.12 ms [2022-04-11 22:27:14 main:574] : INFO : Epoch 2003 | loss: 0.0312421 | val_loss: 0.0312446 | Time: 4308.88 ms [2022-04-11 22:27:18 main:574] : INFO : Epoch 2004 | loss: 0.0312442 | val_loss: 0.0312439 | Time: 4335.31 ms [2022-04-11 22:27:22 main:574] : INFO : Epoch 2005 | loss: 0.0312425 | val_loss: 0.031243 | Time: 4393.78 ms [2022-04-11 22:27:27 main:574] : INFO : Epoch 2006 | loss: 0.0312437 | val_loss: 0.031247 | Time: 4333.26 ms [2022-04-11 22:27:31 main:574] : INFO : Epoch 2007 | loss: 0.0312432 | val_loss: 0.031244 | Time: 4304.4 ms [2022-04-11 22:27:35 main:574] : INFO : Epoch 2008 | loss: 0.0312442 | val_loss: 0.0312451 | Time: 4322.02 ms [2022-04-11 22:27:40 main:574] : INFO : Epoch 2009 | loss: 0.0312416 | val_loss: 0.0312439 | Time: 4308.28 ms [2022-04-11 22:27:44 main:574] : INFO : Epoch 2010 | loss: 0.0312411 | val_loss: 0.0312439 | Time: 4329.9 ms [2022-04-11 22:27:48 main:574] : INFO : Epoch 2011 | loss: 0.0312423 | val_loss: 0.0312445 | Time: 4309.11 ms [2022-04-11 22:27:53 main:574] : INFO : Epoch 2012 | loss: 0.0312424 | val_loss: 0.0312455 | Time: 4322.42 ms [2022-04-11 22:27:57 main:574] : INFO : Epoch 2013 | loss: 0.0312445 | val_loss: 0.0312438 | Time: 4391.35 ms [2022-04-11 22:28:01 main:574] : INFO : Epoch 2014 | loss: 0.0312443 | val_loss: 0.0312446 | Time: 4326.16 ms [2022-04-11 22:28:06 main:574] : INFO : Epoch 2015 | loss: 0.0312425 | val_loss: 0.0312423 | Time: 4368.65 ms [2022-04-11 22:28:10 main:574] : INFO : Epoch 2016 | loss: 0.0312426 | val_loss: 0.0312431 | Time: 4330.07 ms [2022-04-11 22:28:14 main:574] : INFO : Epoch 2017 | loss: 0.0312436 | val_loss: 0.0312435 | Time: 4293.35 ms [2022-04-11 22:28:19 main:574] : INFO : Epoch 2018 | loss: 0.0312421 | val_loss: 0.031243 | Time: 4285.33 ms [2022-04-11 22:28:23 main:574] : INFO : Epoch 2019 | loss: 0.031242 | val_loss: 0.0312448 | Time: 4312.55 ms [2022-04-11 22:28:27 main:574] : INFO : Epoch 2020 | loss: 0.0312441 | val_loss: 0.0312478 | Time: 4420.49 ms [2022-04-11 22:28:32 main:574] : INFO : Epoch 2021 | loss: 0.0312426 | val_loss: 0.0312426 | Time: 4309.51 ms [2022-04-11 22:28:36 main:574] : INFO : Epoch 2022 | loss: 0.0312416 | val_loss: 0.0312433 | Time: 4373.34 ms [2022-04-11 22:28:41 main:574] : INFO : Epoch 2023 | loss: 0.0312434 | val_loss: 0.0312446 | Time: 4313.4 ms [2022-04-11 22:28:45 main:574] : INFO : Epoch 2024 | loss: 0.0312449 | val_loss: 0.0312455 | Time: 4437.51 ms [2022-04-11 22:28:49 main:574] : INFO : Epoch 2025 | loss: 0.0312423 | val_loss: 0.0312437 | Time: 4355 ms [2022-04-11 22:28:54 main:574] : INFO : Epoch 2026 | loss: 0.0312421 | val_loss: 0.0312469 | Time: 4346.11 ms [2022-04-11 22:28:58 main:574] : INFO : Epoch 2027 | loss: 0.031242 | val_loss: 0.0312429 | Time: 4336.69 ms [2022-04-11 22:29:02 main:574] : INFO : Epoch 2028 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 4334.97 ms [2022-04-11 22:29:07 main:574] : INFO : Epoch 2029 | loss: 0.0312418 | val_loss: 0.0312422 | Time: 4334.68 ms [2022-04-11 22:29:11 main:574] : INFO : Epoch 2030 | loss: 0.0312422 | val_loss: 0.0312451 | Time: 4279.09 ms [2022-04-11 22:29:15 main:574] : INFO : Epoch 2031 | loss: 0.0312435 | val_loss: 0.0312438 | Time: 4295.44 ms [2022-04-11 22:29:20 main:574] : INFO : Epoch 2032 | loss: 0.0312424 | val_loss: 0.0312441 | Time: 4295.66 ms [2022-04-11 22:29:24 main:574] : INFO : Epoch 2033 | loss: 0.0312417 | val_loss: 0.0312423 | Time: 4310.73 ms [2022-04-11 22:29:28 main:574] : INFO : Epoch 2034 | loss: 0.0312422 | val_loss: 0.0312446 | Time: 4315.64 ms [2022-04-11 22:29:33 main:574] : INFO : Epoch 2035 | loss: 0.0312463 | val_loss: 0.0312445 | Time: 4333.15 ms [2022-04-11 22:29:37 main:574] : INFO : Epoch 2036 | loss: 0.0312431 | val_loss: 0.0312425 | Time: 4325.42 ms [2022-04-11 22:29:41 main:574] : INFO : Epoch 2037 | loss: 0.0312416 | val_loss: 0.0312432 | Time: 4251.47 ms [2022-04-11 22:29:45 main:574] : INFO : Epoch 2038 | loss: 0.0312416 | val_loss: 0.0312438 | Time: 4295.44 ms [2022-04-11 22:29:50 main:574] : INFO : Epoch 2039 | loss: 0.031243 | val_loss: 0.031243 | Time: 4340.23 ms [2022-04-11 22:29:54 main:574] : INFO : Epoch 2040 | loss: 0.0312432 | val_loss: 0.0312455 | Time: 4329.45 ms [2022-04-11 22:29:58 main:574] : INFO : Epoch 2041 | loss: 0.0312431 | val_loss: 0.0312424 | Time: 4296.06 ms [2022-04-11 22:30:03 main:574] : INFO : Epoch 2042 | loss: 0.0312448 | val_loss: 0.0312496 | Time: 4311.14 ms [2022-04-11 22:30:07 main:574] : INFO : Epoch 2043 | loss: 0.0312446 | val_loss: 0.0312436 | Time: 4328.15 ms [2022-04-11 22:30:11 main:574] : INFO : Epoch 2044 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 4317.92 ms [2022-04-11 22:30:16 main:574] : INFO : Epoch 2045 | loss: 0.0312431 | val_loss: 0.0312447 | Time: 4293.85 ms [2022-04-11 22:30:20 main:574] : INFO : Epoch 2046 | loss: 0.031242 | val_loss: 0.0312444 | Time: 4320.54 ms [2022-04-11 22:30:24 main:574] : INFO : Epoch 2047 | loss: 0.0312432 | val_loss: 0.0312427 | Time: 4308.82 ms [2022-04-11 22:30:29 main:574] : INFO : Epoch 2048 | loss: 0.0312421 | val_loss: 0.0312437 | Time: 4293.7 ms [2022-04-11 22:30:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312437 [2022-04-11 22:30:29 main:603] : INFO : Saving end state to config to file [2022-04-11 22:30:29 main:608] : INFO : Success, exiting.. 22:30:29 (13748): 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)