Task 14327996
| Name | ParityModified-1647048315-5069-3-0_0 |
| Workunit | 11378339 |
| Created | 3 Apr 2022, 23:22:08 UTC |
| Sent | 8 Apr 2022, 16:27:28 UTC |
| Report deadline | 16 Apr 2022, 16:27:28 UTC |
| Received | 9 Apr 2022, 14:15:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3241 |
| Run time | 2 hours 50 min 9 sec |
| CPU time | 2 hours 48 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.01 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311484 | val_loss: 0.0311581 | Time: 4654.81 ms [2022-04-09 05:55:02 main:574] : INFO : Epoch 1543 | loss: 0.0311478 | val_loss: 0.0311647 | Time: 4703.81 ms [2022-04-09 05:55:07 main:574] : INFO : Epoch 1544 | loss: 0.0311521 | val_loss: 0.0311603 | Time: 4788.45 ms [2022-04-09 05:55:11 main:574] : INFO : Epoch 1545 | loss: 0.0311501 | val_loss: 0.0311608 | Time: 4729.27 ms [2022-04-09 05:55:16 main:574] : INFO : Epoch 1546 | loss: 0.0311534 | val_loss: 0.031164 | Time: 4701.18 ms [2022-04-09 05:55:21 main:574] : INFO : Epoch 1547 | loss: 0.0311503 | val_loss: 0.0311625 | Time: 4784.63 ms [2022-04-09 05:55:26 main:574] : INFO : Epoch 1548 | loss: 0.0311482 | val_loss: 0.0311608 | Time: 4689.32 ms [2022-04-09 05:55:30 main:574] : INFO : Epoch 1549 | loss: 0.0311471 | val_loss: 0.0311616 | Time: 4705.18 ms [2022-04-09 05:55:35 main:574] : INFO : Epoch 1550 | loss: 0.0311496 | val_loss: 0.0311635 | Time: 4692.03 ms [2022-04-09 05:55:40 main:574] : INFO : Epoch 1551 | loss: 0.0311521 | val_loss: 0.0311645 | Time: 4797.61 ms [2022-04-09 05:55:45 main:574] : INFO : Epoch 1552 | loss: 0.0311523 | val_loss: 0.031159 | Time: 4716.52 ms [2022-04-09 05:55:49 main:574] : INFO : Epoch 1553 | loss: 0.0311482 | val_loss: 0.0311631 | Time: 4697.88 ms [2022-04-09 05:55:54 main:574] : INFO : Epoch 1554 | loss: 0.031148 | val_loss: 0.0311597 | Time: 4705.02 ms [2022-04-09 05:55:59 main:574] : INFO : Epoch 1555 | loss: 0.0311479 | val_loss: 0.0311603 | Time: 4695.2 ms [2022-04-09 05:56:03 main:574] : INFO : Epoch 1556 | loss: 0.0311487 | val_loss: 0.0311599 | Time: 4715.29 ms [2022-04-09 05:56:08 main:574] : INFO : Epoch 1557 | loss: 0.031149 | val_loss: 0.0311602 | Time: 4769.48 ms [2022-04-09 05:56:13 main:574] : INFO : Epoch 1558 | loss: 0.031148 | val_loss: 0.0311602 | Time: 5035.09 ms [2022-04-09 05:56:18 main:574] : INFO : Epoch 1559 | loss: 0.0311486 | val_loss: 0.0311614 | Time: 4763.76 ms [2022-04-09 05:56:23 main:574] : INFO : Epoch 1560 | loss: 0.0311475 | val_loss: 0.0311584 | Time: 4742.54 ms [2022-04-09 05:56:27 main:574] : INFO : Epoch 1561 | loss: 0.0311455 | val_loss: 0.0311613 | Time: 4744.11 ms [2022-04-09 05:56:32 main:574] : INFO : Epoch 1562 | loss: 0.0311481 | val_loss: 0.0311567 | Time: 4753.75 ms [2022-04-09 05:56:37 main:574] : INFO : Epoch 1563 | loss: 0.0311463 | val_loss: 0.0311559 | Time: 4713.84 ms [2022-04-09 05:56:42 main:574] : INFO : Epoch 1564 | loss: 0.0311454 | val_loss: 0.0311546 | Time: 4707.93 ms [2022-04-09 05:56:46 main:574] : INFO : Epoch 1565 | loss: 0.0311461 | val_loss: 0.0311568 | Time: 4725.04 ms [2022-04-09 05:56:51 main:574] : INFO : Epoch 1566 | loss: 0.0311467 | val_loss: 0.0311656 | Time: 4730.95 ms [2022-04-09 05:56:56 main:574] : INFO : Epoch 1567 | loss: 0.0311537 | val_loss: 0.0311613 | Time: 4699.78 ms [2022-04-09 05:57:01 main:574] : INFO : Epoch 1568 | loss: 0.0311502 | val_loss: 0.0311577 | Time: 4888.76 ms [2022-04-09 05:57:06 main:574] : INFO : Epoch 1569 | loss: 0.0311477 | val_loss: 0.0311554 | Time: 4788.91 ms [2022-04-09 05:57:11 main:574] : INFO : Epoch 1570 | loss: 0.0311463 | val_loss: 0.0311603 | Time: 5206.02 ms [2022-04-09 05:57:16 main:574] : INFO : Epoch 1571 | loss: 0.0311488 | val_loss: 0.031161 | Time: 4908.23 ms [2022-04-09 05:57:21 main:574] : INFO : Epoch 1572 | loss: 0.0311491 | val_loss: 0.0311586 | Time: 4962.63 ms [2022-04-09 05:57:25 main:574] : INFO : Epoch 1573 | loss: 0.0311473 | val_loss: 0.0311615 | Time: 4734.54 ms [2022-04-09 05:57:30 main:574] : INFO : Epoch 1574 | loss: 0.0311468 | val_loss: 0.031161 | Time: 4702.21 ms [2022-04-09 05:57:35 main:574] : INFO : Epoch 1575 | loss: 0.0311485 | val_loss: 0.0311594 | Time: 4681.5 ms [2022-04-09 05:57:39 main:574] : INFO : Epoch 1576 | loss: 0.0311467 | val_loss: 0.031161 | Time: 4684.37 ms [2022-04-09 05:57:44 main:574] : INFO : Epoch 1577 | loss: 0.03115 | val_loss: 0.0311589 | Time: 4644.49 ms [2022-04-09 05:57:49 main:574] : INFO : Epoch 1578 | loss: 0.0311528 | val_loss: 0.0311615 | Time: 4672.4 ms [2022-04-09 05:57:53 main:574] : INFO : Epoch 1579 | loss: 0.0311651 | val_loss: 0.0312057 | Time: 4691.55 ms [2022-04-09 05:57:58 main:574] : INFO : Epoch 1580 | loss: 0.0315263 | val_loss: 0.0325924 | Time: 4748.14 ms [2022-04-09 05:58:03 main:574] : INFO : Epoch 1581 | loss: 0.0323905 | val_loss: 0.0315875 | Time: 4724.76 ms [2022-04-09 05:58:08 main:574] : INFO : Epoch 1582 | loss: 0.0321836 | val_loss: 0.0313398 | Time: 4877.82 ms [2022-04-09 05:58:13 main:574] : INFO : Epoch 1583 | loss: 0.0313168 | val_loss: 0.0312192 | Time: 4892.48 ms [2022-04-09 05:58:18 main:574] : INFO : Epoch 1584 | loss: 0.0311855 | val_loss: 0.0311748 | Time: 4864.93 ms [2022-04-09 05:58:22 main:574] : INFO : Epoch 1585 | loss: 0.0311557 | val_loss: 0.0311631 | Time: 4852.33 ms [2022-04-09 05:58:27 main:574] : INFO : Epoch 1586 | loss: 0.0311503 | val_loss: 0.0311671 | Time: 4871.33 ms [2022-04-09 05:58:32 main:574] : INFO : Epoch 1587 | loss: 0.0311487 | val_loss: 0.0311615 | Time: 5076.52 ms [2022-04-09 05:58:37 main:574] : INFO : Epoch 1588 | loss: 0.0311472 | val_loss: 0.0311627 | Time: 4865.87 ms [2022-04-09 05:58:42 main:574] : INFO : Epoch 1589 | loss: 0.0311458 | val_loss: 0.0311597 | Time: 4997.27 ms [2022-04-09 05:58:47 main:574] : INFO : Epoch 1590 | loss: 0.0311463 | val_loss: 0.0311586 | Time: 4993.06 ms [2022-04-09 05:58:52 main:574] : INFO : Epoch 1591 | loss: 0.0311454 | val_loss: 0.0311584 | Time: 4682.79 ms [2022-04-09 05:58:57 main:574] : INFO : Epoch 1592 | loss: 0.0311469 | val_loss: 0.0311602 | Time: 4697.62 ms [2022-04-09 05:59:01 main:574] : INFO : Epoch 1593 | loss: 0.0311457 | val_loss: 0.0311617 | Time: 4658.47 ms [2022-04-09 05:59:06 main:574] : INFO : Epoch 1594 | loss: 0.031144 | val_loss: 0.0311609 | Time: 4729.26 ms [2022-04-09 05:59:11 main:574] : INFO : Epoch 1595 | loss: 0.0311455 | val_loss: 0.0311619 | Time: 4981.94 ms [2022-04-09 05:59:16 main:574] : INFO : Epoch 1596 | loss: 0.0311473 | val_loss: 0.0311607 | Time: 4720.52 ms [2022-04-09 05:59:20 main:574] : INFO : Epoch 1597 | loss: 0.0311476 | val_loss: 0.0311613 | Time: 4701.01 ms [2022-04-09 05:59:25 main:574] : INFO : Epoch 1598 | loss: 0.0311458 | val_loss: 0.0311597 | Time: 4734 ms [2022-04-09 05:59:30 main:574] : INFO : Epoch 1599 | loss: 0.0311452 | val_loss: 0.0311602 | Time: 4684.97 ms [2022-04-09 05:59:35 main:574] : INFO : Epoch 1600 | loss: 0.0311452 | val_loss: 0.0311618 | Time: 4970.66 ms [2022-04-09 05:59:40 main:574] : INFO : Epoch 1601 | loss: 0.0311447 | val_loss: 0.0311604 | Time: 4943.88 ms [2022-04-09 05:59:45 main:574] : INFO : Epoch 1602 | loss: 0.0311463 | val_loss: 0.0311643 | Time: 5050.17 ms [2022-04-09 05:59:50 main:574] : INFO : Epoch 1603 | loss: 0.0311466 | val_loss: 0.03116 | Time: 4728.44 ms [2022-04-09 05:59:54 main:574] : INFO : Epoch 1604 | loss: 0.0311461 | val_loss: 0.0311649 | Time: 4777.85 ms [2022-04-09 05:59:59 main:574] : INFO : Epoch 1605 | loss: 0.0311468 | val_loss: 0.031162 | Time: 4867.33 ms [2022-04-09 06:00:04 main:574] : INFO : Epoch 1606 | loss: 0.0311494 | val_loss: 0.0311632 | Time: 4786.81 ms [2022-04-09 06:00:09 main:574] : INFO : Epoch 1607 | loss: 0.0311482 | val_loss: 0.0311622 | Time: 4782.32 ms [2022-04-09 06:00:14 main:574] : INFO : Epoch 1608 | loss: 0.0311454 | val_loss: 0.0311605 | Time: 4731.26 ms [2022-04-09 06:00:18 main:574] : INFO : Epoch 1609 | loss: 0.0311457 | val_loss: 0.0311597 | Time: 4711.27 ms [2022-04-09 06:00:23 main:574] : INFO : Epoch 1610 | loss: 0.0311438 | val_loss: 0.0311587 | Time: 4790.04 ms [2022-04-09 06:00:28 main:574] : INFO : Epoch 1611 | loss: 0.0311423 | val_loss: 0.0311589 | Time: 4745.02 ms [2022-04-09 06:00:33 main:574] : INFO : Epoch 1612 | loss: 0.0311455 | val_loss: 0.0311631 | Time: 4732.37 ms [2022-04-09 06:00:37 main:574] : INFO : Epoch 1613 | loss: 0.0311561 | val_loss: 0.0311701 | Time: 4748.87 ms [2022-04-09 06:00:42 main:574] : INFO : Epoch 1614 | loss: 0.0311567 | val_loss: 0.0311668 | Time: 4713.59 ms [2022-04-09 06:00:47 main:574] : INFO : Epoch 1615 | loss: 0.0311547 | val_loss: 0.0311648 | Time: 4687.21 ms [2022-04-09 06:00:52 main:574] : INFO : Epoch 1616 | loss: 0.0311545 | val_loss: 0.0311674 | Time: 4739.43 ms [2022-04-09 06:00:56 main:574] : INFO : Epoch 1617 | loss: 0.0311549 | val_loss: 0.0311624 | Time: 4759.85 ms [2022-04-09 06:01:01 main:574] : INFO : Epoch 1618 | loss: 0.0311549 | val_loss: 0.0311626 | Time: 4737.14 ms [2022-04-09 06:01:06 main:574] : INFO : Epoch 1619 | loss: 0.0311536 | val_loss: 0.0311637 | Time: 4760.08 ms [2022-04-09 06:01:11 main:574] : INFO : Epoch 1620 | loss: 0.0311537 | val_loss: 0.0311626 | Time: 4753.85 ms [2022-04-09 06:01:15 main:574] : INFO : Epoch 1621 | loss: 0.0311513 | val_loss: 0.0311617 | Time: 4780.32 ms [2022-04-09 06:01:20 main:574] : INFO : Epoch 1622 | loss: 0.0311491 | val_loss: 0.0311617 | Time: 4688.84 ms [2022-04-09 06:01:25 main:574] : INFO : Epoch 1623 | loss: 0.0311514 | val_loss: 0.0311618 | Time: 4715.12 ms [2022-04-09 06:01:29 main:574] : INFO : Epoch 1624 | loss: 0.0311515 | val_loss: 0.0311627 | Time: 4710.57 ms [2022-04-09 06:01:34 main:574] : INFO : Epoch 1625 | loss: 0.0311508 | val_loss: 0.0311607 | Time: 4706.53 ms [2022-04-09 06:01:39 main:574] : INFO : Epoch 1626 | loss: 0.0311483 | val_loss: 0.0311599 | Time: 4711.4 ms [2022-04-09 06:01:44 main:574] : INFO : Epoch 1627 | loss: 0.0311474 | val_loss: 0.0311575 | Time: 4739.03 ms [2022-04-09 06:01:48 main:574] : INFO : Epoch 1628 | loss: 0.0311466 | val_loss: 0.0311589 | Time: 4752.38 ms [2022-04-09 06:01:53 main:574] : INFO : Epoch 1629 | loss: 0.0311463 | val_loss: 0.0311581 | Time: 4727.25 ms [2022-04-09 06:01:58 main:574] : INFO : Epoch 1630 | loss: 0.0311467 | val_loss: 0.0311602 | Time: 4766.46 ms [2022-04-09 06:02:03 main:574] : INFO : Epoch 1631 | loss: 0.0311463 | val_loss: 0.031163 | Time: 4771.23 ms [2022-04-09 06:02:07 main:574] : INFO : Epoch 1632 | loss: 0.0311451 | val_loss: 0.0311614 | Time: 4715.99 ms [2022-04-09 06:02:12 main:574] : INFO : Epoch 1633 | loss: 0.0311451 | val_loss: 0.0311634 | Time: 4699.14 ms [2022-04-09 06:02:17 main:574] : INFO : Epoch 1634 | loss: 0.031144 | val_loss: 0.0311602 | Time: 4748.81 ms [2022-04-09 06:02:22 main:574] : INFO : Epoch 1635 | loss: 0.0311428 | val_loss: 0.0311576 | Time: 4772.59 ms [2022-04-09 06:02:27 main:574] : INFO : Epoch 1636 | loss: 0.0311447 | val_loss: 0.0311606 | Time: 4981.25 ms [2022-04-09 06:02:32 main:574] : INFO : Epoch 1637 | loss: 0.031145 | val_loss: 0.0311598 | Time: 4925.78 ms [2022-04-09 06:02:37 main:574] : INFO : Epoch 1638 | loss: 0.0311449 | val_loss: 0.031158 | Time: 5002.55 ms [2022-04-09 06:02:41 main:574] : INFO : Epoch 1639 | loss: 0.0311438 | val_loss: 0.0311608 | Time: 4763.26 ms [2022-04-09 06:02:46 main:574] : INFO : Epoch 1640 | loss: 0.0311437 | val_loss: 0.0311605 | Time: 4734.63 ms [2022-04-09 06:02:51 main:574] : INFO : Epoch 1641 | loss: 0.0311453 | val_loss: 0.031158 | Time: 4872.71 ms [2022-04-09 06:02:56 main:574] : INFO : Epoch 1642 | loss: 0.0311445 | val_loss: 0.0311591 | Time: 4809.19 ms [2022-04-09 06:03:01 main:574] : INFO : Epoch 1643 | loss: 0.0311458 | val_loss: 0.0311613 | Time: 4771.68 ms [2022-04-09 06:03:05 main:574] : INFO : Epoch 1644 | loss: 0.0311439 | val_loss: 0.031158 | Time: 4785.39 ms [2022-04-09 06:03:10 main:574] : INFO : Epoch 1645 | loss: 0.0311441 | val_loss: 0.0311585 | Time: 4703.48 ms [2022-04-09 06:03:15 main:574] : INFO : Epoch 1646 | loss: 0.0311473 | val_loss: 0.0311556 | Time: 4712.07 ms [2022-04-09 06:03:20 main:574] : INFO : Epoch 1647 | loss: 0.0311486 | val_loss: 0.0311575 | Time: 4711.58 ms [2022-04-09 06:03:24 main:574] : INFO : Epoch 1648 | loss: 0.0311482 | val_loss: 0.0311575 | Time: 4753.09 ms [2022-04-09 06:03:29 main:574] : INFO : Epoch 1649 | loss: 0.0311491 | val_loss: 0.0311571 | Time: 4696.69 ms [2022-04-09 06:03:34 main:574] : INFO : Epoch 1650 | loss: 0.0311489 | val_loss: 0.0311571 | Time: 4715.8 ms [2022-04-09 06:03:38 main:574] : INFO : Epoch 1651 | loss: 0.0311469 | val_loss: 0.031155 | Time: 4759.66 ms [2022-04-09 06:03:43 main:574] : INFO : Epoch 1652 | loss: 0.0311464 | val_loss: 0.031162 | Time: 4693.19 ms [2022-04-09 06:03:48 main:574] : INFO : Epoch 1653 | loss: 0.0311493 | val_loss: 0.031158 | Time: 4762.57 ms [2022-04-09 06:03:53 main:574] : INFO : Epoch 1654 | loss: 0.0311478 | val_loss: 0.0311621 | Time: 4776.06 ms [2022-04-09 06:03:58 main:574] : INFO : Epoch 1655 | loss: 0.0311475 | val_loss: 0.031158 | Time: 4804.18 ms [2022-04-09 06:04:03 main:574] : INFO : Epoch 1656 | loss: 0.0311441 | val_loss: 0.0311565 | Time: 5076.08 ms [2022-04-09 06:04:08 main:574] : INFO : Epoch 1657 | loss: 0.0311427 | val_loss: 0.0311558 | Time: 5133.46 ms [2022-04-09 06:04:13 main:574] : INFO : Epoch 1658 | loss: 0.0311428 | val_loss: 0.0311563 | Time: 5130.92 ms [2022-04-09 06:04:18 main:574] : INFO : Epoch 1659 | loss: 0.0311413 | val_loss: 0.0311559 | Time: 4715.41 ms [2022-04-09 06:04:22 main:574] : INFO : Epoch 1660 | loss: 0.0311413 | val_loss: 0.0311528 | Time: 4698.35 ms [2022-04-09 06:04:27 main:574] : INFO : Epoch 1661 | loss: 0.0311407 | val_loss: 0.0311555 | Time: 4704.38 ms [2022-04-09 06:04:32 main:574] : INFO : Epoch 1662 | loss: 0.0311421 | val_loss: 0.0311555 | Time: 4673.28 ms [2022-04-09 06:04:36 main:574] : INFO : Epoch 1663 | loss: 0.0311416 | val_loss: 0.0311554 | Time: 4698.76 ms [2022-04-09 06:04:41 main:574] : INFO : Epoch 1664 | loss: 0.0311396 | val_loss: 0.0311546 | Time: 4741.92 ms [2022-04-09 06:04:46 main:574] : INFO : Epoch 1665 | loss: 0.0311393 | val_loss: 0.0311544 | Time: 4751.54 ms [2022-04-09 06:04:51 main:574] : INFO : Epoch 1666 | loss: 0.0311389 | val_loss: 0.0311546 | Time: 4716.4 ms [2022-04-09 06:04:55 main:574] : INFO : Epoch 1667 | loss: 0.0311408 | val_loss: 0.0311518 | Time: 4775.79 ms [2022-04-09 06:05:00 main:574] : INFO : Epoch 1668 | loss: 0.0311387 | val_loss: 0.0311534 | Time: 4710.06 ms [2022-04-09 06:05:05 main:574] : INFO : Epoch 1669 | loss: 0.0311388 | val_loss: 0.0311544 | Time: 4506.72 ms [2022-04-09 06:05:10 main:574] : INFO : Epoch 1670 | loss: 0.0311414 | val_loss: 0.0311529 | Time: 5217.38 ms [2022-04-09 06:05:15 main:574] : INFO : Epoch 1671 | loss: 0.0311436 | val_loss: 0.0311559 | Time: 4758.62 ms [2022-04-09 06:05:19 main:574] : INFO : Epoch 1672 | loss: 0.031146 | val_loss: 0.0311554 | Time: 4705.8 ms [2022-04-09 06:05:24 main:574] : INFO : Epoch 1673 | loss: 0.0311451 | val_loss: 0.0311523 | Time: 4752.37 ms [2022-04-09 06:05:29 main:574] : INFO : Epoch 1674 | loss: 0.0311431 | val_loss: 0.031154 | Time: 4724.67 ms [2022-04-09 06:05:34 main:574] : INFO : Epoch 1675 | loss: 0.031145 | val_loss: 0.0311536 | Time: 4711.72 ms [2022-04-09 06:05:38 main:574] : INFO : Epoch 1676 | loss: 0.0311433 | val_loss: 0.0311511 | Time: 4707.86 ms [2022-04-09 06:05:43 main:574] : INFO : Epoch 1677 | loss: 0.0311424 | val_loss: 0.0311509 | Time: 4760.84 ms [2022-04-09 06:05:48 main:574] : INFO : Epoch 1678 | loss: 0.0311441 | val_loss: 0.031154 | Time: 4674.26 ms [2022-04-09 06:05:53 main:574] : INFO : Epoch 1679 | loss: 0.0311425 | val_loss: 0.0311529 | Time: 4840.56 ms [2022-04-09 06:05:58 main:574] : INFO : Epoch 1680 | loss: 0.0311412 | val_loss: 0.0311532 | Time: 5213.25 ms [2022-04-09 06:06:03 main:574] : INFO : Epoch 1681 | loss: 0.0311409 | val_loss: 0.0311568 | Time: 4742.73 ms [2022-04-09 06:06:08 main:574] : INFO : Epoch 1682 | loss: 0.0311452 | val_loss: 0.0311587 | Time: 5030.59 ms [2022-04-09 06:06:13 main:574] : INFO : Epoch 1683 | loss: 0.0311449 | val_loss: 0.0311596 | Time: 4974.87 ms [2022-04-09 06:06:18 main:574] : INFO : Epoch 1684 | loss: 0.0311459 | val_loss: 0.0311593 | Time: 5203.05 ms [2022-04-09 06:06:22 main:574] : INFO : Epoch 1685 | loss: 0.0311472 | val_loss: 0.0311598 | Time: 4766.2 ms [2022-04-09 06:06:27 main:574] : INFO : Epoch 1686 | loss: 0.0311483 | val_loss: 0.0311552 | Time: 4705.2 ms [2022-04-09 06:06:32 main:574] : INFO : Epoch 1687 | loss: 0.0311461 | val_loss: 0.0311536 | Time: 4751.05 ms [2022-04-09 06:06:37 main:574] : INFO : Epoch 1688 | loss: 0.0311458 | val_loss: 0.0311562 | Time: 4743.5 ms [2022-04-09 06:06:42 main:574] : INFO : Epoch 1689 | loss: 0.0311462 | val_loss: 0.0311554 | Time: 4859.36 ms [2022-04-09 06:06:46 main:574] : INFO : Epoch 1690 | loss: 0.031145 | val_loss: 0.0311564 | Time: 4757.11 ms [2022-04-09 06:06:51 main:574] : INFO : Epoch 1691 | loss: 0.031146 | val_loss: 0.031162 | Time: 4705.17 ms [2022-04-09 06:06:56 main:574] : INFO : Epoch 1692 | loss: 0.0311449 | val_loss: 0.0311584 | Time: 4746.39 ms [2022-04-09 06:07:01 main:574] : INFO : Epoch 1693 | loss: 0.0311431 | val_loss: 0.0311595 | Time: 4708.88 ms [2022-04-09 06:07:05 main:574] : INFO : Epoch 1694 | loss: 0.0311419 | val_loss: 0.0311608 | Time: 4779.11 ms [2022-04-09 06:07:10 main:574] : INFO : Epoch 1695 | loss: 0.0311417 | val_loss: 0.0311613 | Time: 5083.6 ms [2022-04-09 06:07:15 main:574] : INFO : Epoch 1696 | loss: 0.0311412 | val_loss: 0.0311566 | Time: 4949.46 ms [2022-04-09 06:07:20 main:574] : INFO : Epoch 1697 | loss: 0.031141 | val_loss: 0.0311584 | Time: 4805.26 ms [2022-04-09 06:07:25 main:574] : INFO : Epoch 1698 | loss: 0.0311406 | val_loss: 0.0311539 | Time: 4778.55 ms [2022-04-09 06:07:30 main:574] : INFO : Epoch 1699 | loss: 0.0311408 | val_loss: 0.0311561 | Time: 4786.86 ms [2022-04-09 06:07:34 main:574] : INFO : Epoch 1700 | loss: 0.0311431 | val_loss: 0.0311576 | Time: 4749.66 ms [2022-04-09 06:07:39 main:574] : INFO : Epoch 1701 | loss: 0.0311433 | val_loss: 0.0311561 | Time: 4771.53 ms [2022-04-09 06:07:44 main:574] : INFO : Epoch 1702 | loss: 0.0311415 | val_loss: 0.0311553 | Time: 4748.19 ms [2022-04-09 06:07:49 main:574] : INFO : Epoch 1703 | loss: 0.0311411 | val_loss: 0.0311576 | Time: 4760.13 ms [2022-04-09 06:07:54 main:574] : INFO : Epoch 1704 | loss: 0.0311419 | val_loss: 0.031157 | Time: 4878.78 ms [2022-04-09 06:07:59 main:574] : INFO : Epoch 1705 | loss: 0.0311423 | val_loss: 0.0311602 | Time: 4867.8 ms [2022-04-09 06:08:03 main:574] : INFO : Epoch 1706 | loss: 0.0311431 | val_loss: 0.0311584 | Time: 4771.95 ms [2022-04-09 06:08:08 main:574] : INFO : Epoch 1707 | loss: 0.0311426 | val_loss: 0.03116 | Time: 4778.82 ms [2022-04-09 06:08:13 main:574] : INFO : Epoch 1708 | loss: 0.0311437 | val_loss: 0.0311585 | Time: 4831.1 ms [2022-04-09 06:08:18 main:574] : INFO : Epoch 1709 | loss: 0.031147 | val_loss: 0.031158 | Time: 4750.13 ms [2022-04-09 06:08:23 main:574] : INFO : Epoch 1710 | loss: 0.0311483 | val_loss: 0.0311604 | Time: 4901.95 ms [2022-04-09 06:08:28 main:574] : INFO : Epoch 1711 | loss: 0.0311451 | val_loss: 0.0311594 | Time: 5243.91 ms [2022-04-09 06:08:33 main:574] : INFO : Epoch 1712 | loss: 0.0311441 | val_loss: 0.0311574 | Time: 4918.53 ms [2022-04-09 06:08:38 main:574] : INFO : Epoch 1713 | loss: 0.0311446 | val_loss: 0.0311548 | Time: 4935.05 ms [2022-04-09 06:08:43 main:574] : INFO : Epoch 1714 | loss: 0.03115 | val_loss: 0.0311578 | Time: 4843.03 ms [2022-04-09 06:08:47 main:574] : INFO : Epoch 1715 | loss: 0.0311484 | val_loss: 0.0311587 | Time: 4754.25 ms [2022-04-09 06:08:52 main:574] : INFO : Epoch 1716 | loss: 0.0311507 | val_loss: 0.0311569 | Time: 4731.56 ms [2022-04-09 06:08:57 main:574] : INFO : Epoch 1717 | loss: 0.0311502 | val_loss: 0.0311569 | Time: 4732.26 ms [2022-04-09 06:09:02 main:574] : INFO : Epoch 1718 | loss: 0.031149 | val_loss: 0.0311546 | Time: 4847.55 ms [2022-04-09 06:09:06 main:574] : INFO : Epoch 1719 | loss: 0.0311486 | val_loss: 0.031159 | Time: 4778.39 ms [2022-04-09 06:09:11 main:574] : INFO : Epoch 1720 | loss: 0.0311479 | val_loss: 0.0311589 | Time: 4758.82 ms [2022-04-09 06:09:16 main:574] : INFO : Epoch 1721 | loss: 0.031147 | val_loss: 0.0311586 | Time: 4733.76 ms [2022-04-09 06:09:21 main:574] : INFO : Epoch 1722 | loss: 0.0311483 | val_loss: 0.0311559 | Time: 4778.05 ms [2022-04-09 06:09:25 main:574] : INFO : Epoch 1723 | loss: 0.0311452 | val_loss: 0.0311547 | Time: 4739.97 ms [2022-04-09 06:09:30 main:574] : INFO : Epoch 1724 | loss: 0.031146 | val_loss: 0.0311586 | Time: 4669 ms [2022-04-09 06:09:35 main:574] : INFO : Epoch 1725 | loss: 0.0311461 | val_loss: 0.0311577 | Time: 4682.79 ms [2022-04-09 06:09:40 main:574] : INFO : Epoch 1726 | loss: 0.0311455 | val_loss: 0.0311571 | Time: 4729.99 ms [2022-04-09 06:09:44 main:574] : INFO : Epoch 1727 | loss: 0.0311446 | val_loss: 0.0311582 | Time: 4757.02 ms [2022-04-09 06:09:49 main:574] : INFO : Epoch 1728 | loss: 0.0311454 | val_loss: 0.0311585 | Time: 4714.17 ms [2022-04-09 06:09:54 main:574] : INFO : Epoch 1729 | loss: 0.0311446 | val_loss: 0.0311581 | Time: 4725.48 ms [2022-04-09 06:09:59 main:574] : INFO : Epoch 1730 | loss: 0.0311439 | val_loss: 0.0311565 | Time: 4753.14 ms [2022-04-09 06:10:03 main:574] : INFO : Epoch 1731 | loss: 0.0311441 | val_loss: 0.031161 | Time: 4744.02 ms [2022-04-09 06:10:08 main:574] : INFO : Epoch 1732 | loss: 0.0311433 | val_loss: 0.0311586 | Time: 4729.94 ms [2022-04-09 06:10:13 main:574] : INFO : Epoch 1733 | loss: 0.0311446 | val_loss: 0.0311614 | Time: 4727.3 ms [2022-04-09 06:10:17 main:574] : INFO : Epoch 1734 | loss: 0.0311457 | val_loss: 0.0311614 | Time: 4701.77 ms [2022-04-09 06:10:22 main:574] : INFO : Epoch 1735 | loss: 0.0311502 | val_loss: 0.0311647 | Time: 4660.06 ms [2022-04-09 06:10:27 main:574] : INFO : Epoch 1736 | loss: 0.0311482 | val_loss: 0.0311642 | Time: 4745.14 ms [2022-04-09 06:10:32 main:574] : INFO : Epoch 1737 | loss: 0.0311467 | val_loss: 0.0311621 | Time: 4731.24 ms [2022-04-09 06:10:36 main:574] : INFO : Epoch 1738 | loss: 0.0311479 | val_loss: 0.0311646 | Time: 4720.88 ms [2022-04-09 06:10:41 main:574] : INFO : Epoch 1739 | loss: 0.0311515 | val_loss: 0.0311631 | Time: 4779.67 ms [2022-04-09 06:10:46 main:574] : INFO : Epoch 1740 | loss: 0.0311544 | val_loss: 0.0311624 | Time: 4777.76 ms [2022-04-09 06:10:51 main:574] : INFO : Epoch 1741 | loss: 0.0311533 | val_loss: 0.0311661 | Time: 4703.81 ms [2022-04-09 06:10:55 main:574] : INFO : Epoch 1742 | loss: 0.0311533 | val_loss: 0.0311635 | Time: 4704.23 ms [2022-04-09 06:11:00 main:574] : INFO : Epoch 1743 | loss: 0.0311526 | val_loss: 0.0311677 | Time: 4715.85 ms [2022-04-09 06:11:05 main:574] : INFO : Epoch 1744 | loss: 0.0311517 | val_loss: 0.0311621 | Time: 4731.5 ms [2022-04-09 06:11:10 main:574] : INFO : Epoch 1745 | loss: 0.0311511 | val_loss: 0.0311628 | Time: 4720.56 ms [2022-04-09 06:11:14 main:574] : INFO : Epoch 1746 | loss: 0.0311495 | val_loss: 0.0311577 | Time: 4713.85 ms [2022-04-09 06:11:19 main:574] : INFO : Epoch 1747 | loss: 0.0311493 | val_loss: 0.0311581 | Time: 4705.59 ms [2022-04-09 06:11:24 main:574] : INFO : Epoch 1748 | loss: 0.0311504 | val_loss: 0.0311594 | Time: 4742.97 ms [2022-04-09 06:11:29 main:574] : INFO : Epoch 1749 | loss: 0.0311489 | val_loss: 0.0311591 | Time: 4763.37 ms [2022-04-09 06:11:33 main:574] : INFO : Epoch 1750 | loss: 0.0311491 | val_loss: 0.0311601 | Time: 4807.18 ms [2022-04-09 06:11:38 main:574] : INFO : Epoch 1751 | loss: 0.0311508 | val_loss: 0.0311581 | Time: 4709.99 ms [2022-04-09 06:11:43 main:574] : INFO : Epoch 1752 | loss: 0.0311494 | val_loss: 0.0311642 | Time: 4717.42 ms [2022-04-09 06:11:48 main:574] : INFO : Epoch 1753 | loss: 0.0311525 | val_loss: 0.0311629 | Time: 4728.65 ms [2022-04-09 06:11:52 main:574] : INFO : Epoch 1754 | loss: 0.031151 | val_loss: 0.0311606 | Time: 4707.71 ms [2022-04-09 06:11:57 main:574] : INFO : Epoch 1755 | loss: 0.0311553 | val_loss: 0.0311583 | Time: 4759.72 ms [2022-04-09 06:12:02 main:574] : INFO : Epoch 1756 | loss: 0.0311541 | val_loss: 0.0311546 | Time: 4729.01 ms [2022-04-09 06:12:07 main:574] : INFO : Epoch 1757 | loss: 0.0311536 | val_loss: 0.0311595 | Time: 4773.69 ms [2022-04-09 06:12:11 main:574] : INFO : Epoch 1758 | loss: 0.0311529 | val_loss: 0.0311587 | Time: 4754.8 ms [2022-04-09 06:12:16 main:574] : INFO : Epoch 1759 | loss: 0.0311539 | val_loss: 0.0311606 | Time: 4773.69 ms [2022-04-09 06:12:21 main:574] : INFO : Epoch 1760 | loss: 0.0311556 | val_loss: 0.0311614 | Time: 4773.68 ms [2022-04-09 06:12:26 main:574] : INFO : Epoch 1761 | loss: 0.0311517 | val_loss: 0.0311622 | Time: 4742.61 ms [2022-04-09 06:12:30 main:574] : INFO : Epoch 1762 | loss: 0.0311492 | val_loss: 0.0311588 | Time: 4671.07 ms [2022-04-09 06:12:35 main:574] : INFO : Epoch 1763 | loss: 0.0311486 | val_loss: 0.0311598 | Time: 4702.52 ms [2022-04-09 06:12:40 main:574] : INFO : Epoch 1764 | loss: 0.0311484 | val_loss: 0.0311573 | Time: 4695.97 ms [2022-04-09 06:12:44 main:574] : INFO : Epoch 1765 | loss: 0.0311476 | val_loss: 0.0311591 | Time: 4726.36 ms [2022-04-09 06:12:49 main:574] : INFO : Epoch 1766 | loss: 0.0311475 | val_loss: 0.0311582 | Time: 4668.62 ms [2022-04-09 06:12:54 main:574] : INFO : Epoch 1767 | loss: 0.0311469 | val_loss: 0.0311583 | Time: 4695.5 ms [2022-04-09 06:12:58 main:574] : INFO : Epoch 1768 | loss: 0.0311484 | val_loss: 0.0311618 | Time: 4681.7 ms [2022-04-09 06:13:03 main:574] : INFO : Epoch 1769 | loss: 0.031149 | val_loss: 0.0311579 | Time: 4736.25 ms [2022-04-09 06:13:08 main:574] : INFO : Epoch 1770 | loss: 0.0311504 | val_loss: 0.0311632 | Time: 4652.75 ms [2022-04-09 06:13:13 main:574] : INFO : Epoch 1771 | loss: 0.0311488 | val_loss: 0.03116 | Time: 5146.31 ms [2022-04-09 06:13:18 main:574] : INFO : Epoch 1772 | loss: 0.0311455 | val_loss: 0.0311588 | Time: 4801.21 ms [2022-04-09 06:13:23 main:574] : INFO : Epoch 1773 | loss: 0.0311476 | val_loss: 0.0311626 | Time: 4755.35 ms [2022-04-09 06:13:27 main:574] : INFO : Epoch 1774 | loss: 0.0311477 | val_loss: 0.0311608 | Time: 4692.28 ms [2022-04-09 06:13:32 main:574] : INFO : Epoch 1775 | loss: 0.031147 | val_loss: 0.0311581 | Time: 4642.19 ms [2022-04-09 06:13:37 main:574] : INFO : Epoch 1776 | loss: 0.031147 | val_loss: 0.0311574 | Time: 4731.03 ms [2022-04-09 06:13:41 main:574] : INFO : Epoch 1777 | loss: 0.0311446 | val_loss: 0.0311561 | Time: 4695.64 ms [2022-04-09 06:13:46 main:574] : INFO : Epoch 1778 | loss: 0.0311459 | val_loss: 0.031157 | Time: 4673.83 ms [2022-04-09 06:13:51 main:574] : INFO : Epoch 1779 | loss: 0.0311453 | val_loss: 0.0311573 | Time: 4693.76 ms [2022-04-09 06:13:55 main:574] : INFO : Epoch 1780 | loss: 0.0311427 | val_loss: 0.031154 | Time: 4700.83 ms [2022-04-09 06:14:00 main:574] : INFO : Epoch 1781 | loss: 0.0311435 | val_loss: 0.0311561 | Time: 4774.29 ms [2022-04-09 06:14:05 main:574] : INFO : Epoch 1782 | loss: 0.0311445 | val_loss: 0.0311561 | Time: 4744.1 ms [2022-04-09 06:14:10 main:574] : INFO : Epoch 1783 | loss: 0.0311456 | val_loss: 0.031159 | Time: 5002.44 ms [2022-04-09 06:14:15 main:574] : INFO : Epoch 1784 | loss: 0.0311482 | val_loss: 0.0311573 | Time: 4716.42 ms [2022-04-09 06:14:20 main:574] : INFO : Epoch 1785 | loss: 0.0311466 | val_loss: 0.0311546 | Time: 4817.72 ms [2022-04-09 06:14:24 main:574] : INFO : Epoch 1786 | loss: 0.0311451 | val_loss: 0.0311545 | Time: 4745.77 ms [2022-04-09 06:14:29 main:574] : INFO : Epoch 1787 | loss: 0.0311448 | val_loss: 0.0311544 | Time: 4758.75 ms [2022-04-09 06:14:34 main:574] : INFO : Epoch 1788 | loss: 0.0311446 | val_loss: 0.0311547 | Time: 4655.42 ms [2022-04-09 06:14:38 main:574] : INFO : Epoch 1789 | loss: 0.0311446 | val_loss: 0.0311526 | Time: 4636.96 ms [2022-04-09 06:14:43 main:574] : INFO : Epoch 1790 | loss: 0.0311441 | val_loss: 0.0311523 | Time: 4780.45 ms [2022-04-09 06:14:48 main:574] : INFO : Epoch 1791 | loss: 0.0311453 | val_loss: 0.0311539 | Time: 4738.74 ms [2022-04-09 06:14:53 main:574] : INFO : Epoch 1792 | loss: 0.0311459 | val_loss: 0.0311539 | Time: 4670.97 ms [2022-04-09 06:14:57 main:574] : INFO : Epoch 1793 | loss: 0.0311448 | val_loss: 0.0311556 | Time: 4695.37 ms [2022-04-09 06:15:02 main:574] : INFO : Epoch 1794 | loss: 0.0311449 | val_loss: 0.0311553 | Time: 4867.03 ms [2022-04-09 06:15:07 main:574] : INFO : Epoch 1795 | loss: 0.0311452 | val_loss: 0.0311549 | Time: 5025.29 ms [2022-04-09 06:15:12 main:574] : INFO : Epoch 1796 | loss: 0.0311439 | val_loss: 0.0311529 | Time: 4844.8 ms [2022-04-09 06:15:17 main:574] : INFO : Epoch 1797 | loss: 0.0311439 | val_loss: 0.0311572 | Time: 4726.27 ms [2022-04-09 06:15:21 main:574] : INFO : Epoch 1798 | loss: 0.0311474 | val_loss: 0.0311596 | Time: 4692.3 ms [2022-04-09 06:15:26 main:574] : INFO : Epoch 1799 | loss: 0.0311476 | val_loss: 0.0311606 | Time: 4701.88 ms [2022-04-09 06:15:31 main:574] : INFO : Epoch 1800 | loss: 0.0311543 | val_loss: 0.031167 | Time: 4739.85 ms [2022-04-09 06:15:36 main:574] : INFO : Epoch 1801 | loss: 0.0311558 | val_loss: 0.0311635 | Time: 4699.37 ms [2022-04-09 06:15:40 main:574] : INFO : Epoch 1802 | loss: 0.0311547 | val_loss: 0.0311642 | Time: 4627.29 ms [2022-04-09 06:15:45 main:574] : INFO : Epoch 1803 | loss: 0.0311556 | val_loss: 0.0311654 | Time: 4687.22 ms [2022-04-09 06:15:50 main:574] : INFO : Epoch 1804 | loss: 0.0311593 | val_loss: 0.0311677 | Time: 4671.71 ms [2022-04-09 06:15:54 main:574] : INFO : Epoch 1805 | loss: 0.0311609 | val_loss: 0.0311679 | Time: 4716.76 ms [2022-04-09 06:15:59 main:574] : INFO : Epoch 1806 | loss: 0.031161 | val_loss: 0.0311648 | Time: 4750.67 ms [2022-04-09 06:16:04 main:574] : INFO : Epoch 1807 | loss: 0.0311589 | val_loss: 0.0311696 | Time: 4787.67 ms [2022-04-09 06:16:09 main:574] : INFO : Epoch 1808 | loss: 0.0311608 | val_loss: 0.0311705 | Time: 4824.76 ms [2022-04-09 06:16:13 main:574] : INFO : Epoch 1809 | loss: 0.0311605 | val_loss: 0.0311674 | Time: 4769.81 ms [2022-04-09 06:16:18 main:574] : INFO : Epoch 1810 | loss: 0.0311598 | val_loss: 0.0311666 | Time: 4718.88 ms [2022-04-09 06:16:23 main:574] : INFO : Epoch 1811 | loss: 0.031159 | val_loss: 0.0311648 | Time: 4906.8 ms [2022-04-09 06:16:28 main:574] : INFO : Epoch 1812 | loss: 0.0311597 | val_loss: 0.0311666 | Time: 4678.37 ms [2022-04-09 06:16:32 main:574] : INFO : Epoch 1813 | loss: 0.0311627 | val_loss: 0.0311647 | Time: 4643.46 ms [2022-04-09 06:16:37 main:574] : INFO : Epoch 1814 | loss: 0.0311578 | val_loss: 0.0311645 | Time: 4784.33 ms [2022-04-09 06:16:42 main:574] : INFO : Epoch 1815 | loss: 0.0311564 | val_loss: 0.0311667 | Time: 4875.36 ms [2022-04-09 06:16:47 main:574] : INFO : Epoch 1816 | loss: 0.0311549 | val_loss: 0.0311619 | Time: 4799.13 ms [2022-04-09 06:16:52 main:574] : INFO : Epoch 1817 | loss: 0.0311544 | val_loss: 0.031164 | Time: 4676.41 ms [2022-04-09 06:16:56 main:574] : INFO : Epoch 1818 | loss: 0.0311542 | val_loss: 0.0311652 | Time: 4665.16 ms [2022-04-09 06:17:01 main:574] : INFO : Epoch 1819 | loss: 0.0311538 | val_loss: 0.0311651 | Time: 4782.27 ms [2022-04-09 06:17:06 main:574] : INFO : Epoch 1820 | loss: 0.0311534 | val_loss: 0.0311626 | Time: 4744.05 ms [2022-04-09 06:17:11 main:574] : INFO : Epoch 1821 | loss: 0.0311558 | val_loss: 0.0311697 | Time: 5224.76 ms [2022-04-09 06:17:16 main:574] : INFO : Epoch 1822 | loss: 0.0311552 | val_loss: 0.0311663 | Time: 4765.73 ms [2022-04-09 06:17:21 main:574] : INFO : Epoch 1823 | loss: 0.0311545 | val_loss: 0.0311643 | Time: 4688.6 ms [2022-04-09 06:17:25 main:574] : INFO : Epoch 1824 | loss: 0.0311516 | val_loss: 0.0311653 | Time: 4750.93 ms [2022-04-09 06:17:30 main:574] : INFO : Epoch 1825 | loss: 0.0311514 | val_loss: 0.031163 | Time: 4635.03 ms [2022-04-09 06:17:35 main:574] : INFO : Epoch 1826 | loss: 0.0311512 | val_loss: 0.0311631 | Time: 4660.78 ms [2022-04-09 06:17:39 main:574] : INFO : Epoch 1827 | loss: 0.0311501 | val_loss: 0.0311596 | Time: 4594.52 ms [2022-04-09 06:17:44 main:574] : INFO : Epoch 1828 | loss: 0.0311511 | val_loss: 0.0311619 | Time: 4697.16 ms [2022-04-09 06:17:49 main:574] : INFO : Epoch 1829 | loss: 0.03115 | val_loss: 0.0311619 | Time: 4667.72 ms [2022-04-09 06:17:53 main:574] : INFO : Epoch 1830 | loss: 0.0311499 | val_loss: 0.031163 | Time: 4672.1 ms [2022-04-09 06:17:58 main:574] : INFO : Epoch 1831 | loss: 0.0311513 | val_loss: 0.031158 | Time: 4685.94 ms [2022-04-09 06:18:03 main:574] : INFO : Epoch 1832 | loss: 0.03115 | val_loss: 0.0311628 | Time: 4674.52 ms [2022-04-09 06:18:07 main:574] : INFO : Epoch 1833 | loss: 0.031149 | val_loss: 0.0311627 | Time: 4751.87 ms [2022-04-09 06:18:13 main:574] : INFO : Epoch 1834 | loss: 0.0311493 | val_loss: 0.0311622 | Time: 5256.48 ms [2022-04-09 06:18:17 main:574] : INFO : Epoch 1835 | loss: 0.0311515 | val_loss: 0.0311673 | Time: 4739.42 ms [2022-04-09 06:18:23 main:574] : INFO : Epoch 1836 | loss: 0.0311512 | val_loss: 0.031164 | Time: 5180.11 ms [2022-04-09 06:18:28 main:574] : INFO : Epoch 1837 | loss: 0.0311505 | val_loss: 0.0311724 | Time: 4947.68 ms [2022-04-09 06:18:33 main:574] : INFO : Epoch 1838 | loss: 0.0311531 | val_loss: 0.0311612 | Time: 5226.82 ms [2022-04-09 06:18:38 main:574] : INFO : Epoch 1839 | loss: 0.0311505 | val_loss: 0.0311643 | Time: 4877.5 ms [2022-04-09 06:18:42 main:574] : INFO : Epoch 1840 | loss: 0.031155 | val_loss: 0.0311629 | Time: 4709.54 ms [2022-04-09 06:18:47 main:574] : INFO : Epoch 1841 | loss: 0.0311542 | val_loss: 0.0311636 | Time: 4702.03 ms [2022-04-09 06:18:52 main:574] : INFO : Epoch 1842 | loss: 0.0311527 | val_loss: 0.031163 | Time: 4673.93 ms [2022-04-09 06:18:56 main:574] : INFO : Epoch 1843 | loss: 0.0311533 | val_loss: 0.0311696 | Time: 4658.54 ms [2022-04-09 06:19:01 main:574] : INFO : Epoch 1844 | loss: 0.0311557 | val_loss: 0.0311646 | Time: 4780.31 ms [2022-04-09 06:19:06 main:574] : INFO : Epoch 1845 | loss: 0.0311509 | val_loss: 0.0311649 | Time: 4674.14 ms [2022-04-09 06:19:11 main:574] : INFO : Epoch 1846 | loss: 0.0311503 | val_loss: 0.0311692 | Time: 4677.41 ms [2022-04-09 06:19:15 main:574] : INFO : Epoch 1847 | loss: 0.0311526 | val_loss: 0.0311664 | Time: 4638.5 ms [2022-04-09 06:19:20 main:574] : INFO : Epoch 1848 | loss: 0.0311537 | val_loss: 0.0311655 | Time: 4660.92 ms [2022-04-09 06:19:25 main:574] : INFO : Epoch 1849 | loss: 0.0311494 | val_loss: 0.031162 | Time: 4685.77 ms [2022-04-09 06:19:29 main:574] : INFO : Epoch 1850 | loss: 0.0311485 | val_loss: 0.0311633 | Time: 4735.25 ms [2022-04-09 06:19:34 main:574] : INFO : Epoch 1851 | loss: 0.0311477 | val_loss: 0.0311624 | Time: 4730.82 ms [2022-04-09 06:19:39 main:574] : INFO : Epoch 1852 | loss: 0.0311475 | val_loss: 0.0311646 | Time: 4726.02 ms [2022-04-09 06:19:43 main:574] : INFO : Epoch 1853 | loss: 0.0311489 | val_loss: 0.0311664 | Time: 4680.75 ms [2022-04-09 06:19:48 main:574] : INFO : Epoch 1854 | loss: 0.031151 | val_loss: 0.031168 | Time: 4700.89 ms [2022-04-09 06:19:53 main:574] : INFO : Epoch 1855 | loss: 0.0311556 | val_loss: 0.0311681 | Time: 4710.68 ms [2022-04-09 06:19:58 main:574] : INFO : Epoch 1856 | loss: 0.0311548 | val_loss: 0.0311665 | Time: 4638.29 ms [2022-04-09 06:20:02 main:574] : INFO : Epoch 1857 | loss: 0.0311547 | val_loss: 0.0311681 | Time: 4688.49 ms [2022-04-09 06:20:07 main:574] : INFO : Epoch 1858 | loss: 0.0311549 | val_loss: 0.0311638 | Time: 4678.41 ms [2022-04-09 06:20:12 main:574] : INFO : Epoch 1859 | loss: 0.031154 | val_loss: 0.0311669 | Time: 4947.69 ms [2022-04-09 06:20:17 main:574] : INFO : Epoch 1860 | loss: 0.0311532 | val_loss: 0.0311645 | Time: 5199.65 ms [2022-04-09 06:20:22 main:574] : INFO : Epoch 1861 | loss: 0.031152 | val_loss: 0.031167 | Time: 4960.15 ms [2022-04-09 06:20:27 main:574] : INFO : Epoch 1862 | loss: 0.0311503 | val_loss: 0.0311687 | Time: 4645.5 ms [2022-04-09 06:20:31 main:574] : INFO : Epoch 1863 | loss: 0.0311501 | val_loss: 0.0311677 | Time: 4673.89 ms [2022-04-09 06:20:36 main:574] : INFO : Epoch 1864 | loss: 0.0311485 | val_loss: 0.0311671 | Time: 4660.43 ms [2022-04-09 06:20:41 main:574] : INFO : Epoch 1865 | loss: 0.0311487 | val_loss: 0.0311665 | Time: 4729.15 ms [2022-04-09 06:20:45 main:574] : INFO : Epoch 1866 | loss: 0.031149 | val_loss: 0.0311633 | Time: 4640.14 ms [2022-04-09 06:20:50 main:574] : INFO : Epoch 1867 | loss: 0.0311484 | val_loss: 0.0311647 | Time: 4662.07 ms [2022-04-09 06:20:55 main:574] : INFO : Epoch 1868 | loss: 0.031148 | val_loss: 0.0311652 | Time: 4766.44 ms [2022-04-09 06:21:00 main:574] : INFO : Epoch 1869 | loss: 0.0311506 | val_loss: 0.0311664 | Time: 4712.01 ms [2022-04-09 06:21:04 main:574] : INFO : Epoch 1870 | loss: 0.0311483 | val_loss: 0.0311639 | Time: 4672.76 ms [2022-04-09 06:21:09 main:574] : INFO : Epoch 1871 | loss: 0.0311467 | val_loss: 0.0311657 | Time: 4459.66 ms [2022-04-09 06:21:14 main:574] : INFO : Epoch 1872 | loss: 0.0311473 | val_loss: 0.0311671 | Time: 4892.69 ms [2022-04-09 06:21:18 main:574] : INFO : Epoch 1873 | loss: 0.0311468 | val_loss: 0.0311644 | Time: 4800.11 ms [2022-04-09 06:21:23 main:574] : INFO : Epoch 1874 | loss: 0.031148 | val_loss: 0.0311644 | Time: 4747.13 ms [2022-04-09 06:21:28 main:574] : INFO : Epoch 1875 | loss: 0.0311463 | val_loss: 0.0311701 | Time: 4972.91 ms [2022-04-09 06:21:33 main:574] : INFO : Epoch 1876 | loss: 0.0311457 | val_loss: 0.0311665 | Time: 4774.29 ms [2022-04-09 06:21:38 main:574] : INFO : Epoch 1877 | loss: 0.0311469 | val_loss: 0.0311686 | Time: 4744.7 ms [2022-04-09 06:21:42 main:574] : INFO : Epoch 1878 | loss: 0.0311463 | val_loss: 0.0311705 | Time: 4735.32 ms [2022-04-09 06:21:47 main:574] : INFO : Epoch 1879 | loss: 0.0311466 | val_loss: 0.0311647 | Time: 4741 ms [2022-04-09 06:21:52 main:574] : INFO : Epoch 1880 | loss: 0.0311458 | val_loss: 0.031166 | Time: 4731.34 ms [2022-04-09 06:21:57 main:574] : INFO : Epoch 1881 | loss: 0.0311473 | val_loss: 0.0311668 | Time: 4748.25 ms [2022-04-09 06:22:01 main:574] : INFO : Epoch 1882 | loss: 0.0311507 | val_loss: 0.0311711 | Time: 4687.94 ms [2022-04-09 06:22:06 main:574] : INFO : Epoch 1883 | loss: 0.0311485 | val_loss: 0.0311664 | Time: 4720.47 ms [2022-04-09 06:22:11 main:574] : INFO : Epoch 1884 | loss: 0.0311466 | val_loss: 0.0311642 | Time: 4702.49 ms [2022-04-09 06:22:15 main:574] : INFO : Epoch 1885 | loss: 0.0311476 | val_loss: 0.0311656 | Time: 4674.08 ms [2022-04-09 06:22:20 main:574] : INFO : Epoch 1886 | loss: 0.0311468 | val_loss: 0.0311665 | Time: 4653.54 ms [2022-04-09 06:22:25 main:574] : INFO : Epoch 1887 | loss: 0.0311477 | val_loss: 0.0311646 | Time: 4943.89 ms [2022-04-09 06:22:30 main:574] : INFO : Epoch 1888 | loss: 0.0311461 | val_loss: 0.0311669 | Time: 4677.3 ms [2022-04-09 06:22:34 main:574] : INFO : Epoch 1889 | loss: 0.0311463 | val_loss: 0.031166 | Time: 4695.69 ms [2022-04-09 06:22:39 main:574] : INFO : Epoch 1890 | loss: 0.0311479 | val_loss: 0.0311679 | Time: 4687.67 ms [2022-04-09 06:22:44 main:574] : INFO : Epoch 1891 | loss: 0.0311482 | val_loss: 0.0311635 | Time: 4731.98 ms [2022-04-09 06:22:49 main:574] : INFO : Epoch 1892 | loss: 0.0311459 | val_loss: 0.031165 | Time: 4679.52 ms [2022-04-09 06:22:53 main:574] : INFO : Epoch 1893 | loss: 0.0311464 | val_loss: 0.0311651 | Time: 4704.63 ms [2022-04-09 06:22:58 main:574] : INFO : Epoch 1894 | loss: 0.0311481 | val_loss: 0.031174 | Time: 4757.07 ms [2022-04-09 06:23:03 main:574] : INFO : Epoch 1895 | loss: 0.0311484 | val_loss: 0.0311664 | Time: 4699.97 ms [2022-04-09 06:23:08 main:574] : INFO : Epoch 1896 | loss: 0.0311456 | val_loss: 0.0311698 | Time: 4719.67 ms [2022-04-09 06:23:12 main:574] : INFO : Epoch 1897 | loss: 0.0311465 | val_loss: 0.0311629 | Time: 4703.71 ms [2022-04-09 06:23:17 main:574] : INFO : Epoch 1898 | loss: 0.0311455 | val_loss: 0.0311639 | Time: 4718.58 ms [2022-04-09 06:23:22 main:574] : INFO : Epoch 1899 | loss: 0.0311468 | val_loss: 0.0311672 | Time: 4781.27 ms [2022-04-09 06:23:27 main:574] : INFO : Epoch 1900 | loss: 0.0311468 | val_loss: 0.0311656 | Time: 4783.54 ms [2022-04-09 06:23:31 main:574] : INFO : Epoch 1901 | loss: 0.0311495 | val_loss: 0.031168 | Time: 4791.38 ms [2022-04-09 06:23:36 main:574] : INFO : Epoch 1902 | loss: 0.0311478 | val_loss: 0.0311633 | Time: 4953.07 ms [2022-04-09 06:23:41 main:574] : INFO : Epoch 1903 | loss: 0.0311469 | val_loss: 0.0311612 | Time: 4722.62 ms [2022-04-09 06:23:46 main:574] : INFO : Epoch 1904 | loss: 0.0311472 | val_loss: 0.0311642 | Time: 4701.21 ms [2022-04-09 06:23:50 main:574] : INFO : Epoch 1905 | loss: 0.0311453 | val_loss: 0.031161 | Time: 4719.76 ms [2022-04-09 06:23:55 main:574] : INFO : Epoch 1906 | loss: 0.031144 | val_loss: 0.0311612 | Time: 4724.41 ms [2022-04-09 06:24:00 main:574] : INFO : Epoch 1907 | loss: 0.0311439 | val_loss: 0.031162 | Time: 4740.23 ms [2022-04-09 06:24:05 main:574] : INFO : Epoch 1908 | loss: 0.031143 | val_loss: 0.0311587 | Time: 4707.37 ms [2022-04-09 06:24:09 main:574] : INFO : Epoch 1909 | loss: 0.0311481 | val_loss: 0.0311666 | Time: 4763.46 ms [2022-04-09 06:24:14 main:574] : INFO : Epoch 1910 | loss: 0.0311502 | val_loss: 0.0311593 | Time: 4985.36 ms [2022-04-09 06:24:19 main:574] : INFO : Epoch 1911 | loss: 0.0311479 | val_loss: 0.0311618 | Time: 4753.88 ms [2022-04-09 06:24:24 main:574] : INFO : Epoch 1912 | loss: 0.0311488 | val_loss: 0.0311616 | Time: 4736.49 ms [2022-04-09 06:24:29 main:574] : INFO : Epoch 1913 | loss: 0.0311474 | val_loss: 0.031163 | Time: 4767.12 ms [2022-04-09 06:24:33 main:574] : INFO : Epoch 1914 | loss: 0.031146 | val_loss: 0.0311633 | Time: 4766.35 ms [2022-04-09 06:24:38 main:574] : INFO : Epoch 1915 | loss: 0.0311456 | val_loss: 0.0311628 | Time: 4700.28 ms [2022-04-09 06:24:43 main:574] : INFO : Epoch 1916 | loss: 0.0311476 | val_loss: 0.0311625 | Time: 4749.29 ms [2022-04-09 06:24:48 main:574] : INFO : Epoch 1917 | loss: 0.0311546 | val_loss: 0.0311638 | Time: 4700.09 ms [2022-04-09 06:24:52 main:574] : INFO : Epoch 1918 | loss: 0.0311534 | val_loss: 0.0311618 | Time: 4724.72 ms [2022-04-09 06:24:57 main:574] : INFO : Epoch 1919 | loss: 0.03115 | val_loss: 0.0311603 | Time: 4704.52 ms [2022-04-09 06:25:02 main:574] : INFO : Epoch 1920 | loss: 0.0311485 | val_loss: 0.0311601 | Time: 4705.99 ms [2022-04-09 06:25:06 main:574] : INFO : Epoch 1921 | loss: 0.0311468 | val_loss: 0.0311602 | Time: 4719.22 ms [2022-04-09 06:25:11 main:574] : INFO : Epoch 1922 | loss: 0.0311471 | val_loss: 0.0311601 | Time: 4726.64 ms [2022-04-09 06:25:16 main:574] : INFO : Epoch 1923 | loss: 0.0311481 | val_loss: 0.0311647 | Time: 4713.41 ms [2022-04-09 06:25:21 main:574] : INFO : Epoch 1924 | loss: 0.0311497 | val_loss: 0.0311653 | Time: 4734.45 ms [2022-04-09 06:25:25 main:574] : INFO : Epoch 1925 | loss: 0.0311489 | val_loss: 0.0311593 | Time: 4658.9 ms [2022-04-09 06:25:30 main:574] : INFO : Epoch 1926 | loss: 0.0311457 | val_loss: 0.031161 | Time: 4712.88 ms [2022-04-09 06:25:35 main:574] : INFO : Epoch 1927 | loss: 0.0311444 | val_loss: 0.0311607 | Time: 4690.38 ms [2022-04-09 06:25:39 main:574] : INFO : Epoch 1928 | loss: 0.0311466 | val_loss: 0.0311618 | Time: 4679.95 ms [2022-04-09 06:25:44 main:574] : INFO : Epoch 1929 | loss: 0.0311451 | val_loss: 0.0311612 | Time: 4718.66 ms [2022-04-09 06:25:49 main:574] : INFO : Epoch 1930 | loss: 0.0311443 | val_loss: 0.0311583 | Time: 4742.46 ms [2022-04-09 06:25:54 main:574] : INFO : Epoch 1931 | loss: 0.0311448 | val_loss: 0.0311625 | Time: 4711.51 ms [2022-04-09 06:25:58 main:574] : INFO : Epoch 1932 | loss: 0.0311451 | val_loss: 0.0311599 | Time: 4745.59 ms [2022-04-09 06:26:03 main:574] : INFO : Epoch 1933 | loss: 0.0311444 | val_loss: 0.0311595 | Time: 4675.21 ms [2022-04-09 06:26:08 main:574] : INFO : Epoch 1934 | loss: 0.0311436 | val_loss: 0.0311611 | Time: 4722.66 ms [2022-04-09 06:26:13 main:574] : INFO : Epoch 1935 | loss: 0.031153 | val_loss: 0.0311625 | Time: 4687.41 ms [2022-04-09 06:26:17 main:574] : INFO : Epoch 1936 | loss: 0.0311548 | val_loss: 0.031165 | Time: 4749.68 ms [2022-04-09 06:26:22 main:574] : INFO : Epoch 1937 | loss: 0.0311543 | val_loss: 0.0311629 | Time: 4757.99 ms [2022-04-09 06:26:27 main:574] : INFO : Epoch 1938 | loss: 0.0311536 | val_loss: 0.031163 | Time: 4863.14 ms [2022-04-09 06:26:32 main:574] : INFO : Epoch 1939 | loss: 0.0311535 | val_loss: 0.0311633 | Time: 4690.56 ms [2022-04-09 06:26:36 main:574] : INFO : Epoch 1940 | loss: 0.0311505 | val_loss: 0.0311615 | Time: 4788.26 ms [2022-04-09 06:26:41 main:574] : INFO : Epoch 1941 | loss: 0.031151 | val_loss: 0.0311633 | Time: 4826.59 ms [2022-04-09 06:26:46 main:574] : INFO : Epoch 1942 | loss: 0.0311504 | val_loss: 0.0311606 | Time: 4863.26 ms [2022-04-09 06:26:51 main:574] : INFO : Epoch 1943 | loss: 0.0311497 | val_loss: 0.0311625 | Time: 4743.77 ms [2022-04-09 06:26:56 main:574] : INFO : Epoch 1944 | loss: 0.0311496 | val_loss: 0.0311629 | Time: 4731.6 ms [2022-04-09 06:27:00 main:574] : INFO : Epoch 1945 | loss: 0.0311484 | val_loss: 0.0311612 | Time: 4728.16 ms [2022-04-09 06:27:05 main:574] : INFO : Epoch 1946 | loss: 0.0311469 | val_loss: 0.0311613 | Time: 4736.47 ms [2022-04-09 06:27:10 main:574] : INFO : Epoch 1947 | loss: 0.0311468 | val_loss: 0.0311606 | Time: 4692.11 ms [2022-04-09 06:27:15 main:574] : INFO : Epoch 1948 | loss: 0.0311481 | val_loss: 0.0311621 | Time: 4843.1 ms [2022-04-09 06:27:19 main:574] : INFO : Epoch 1949 | loss: 0.0311466 | val_loss: 0.0311682 | Time: 4750.42 ms [2022-04-09 06:27:24 main:574] : INFO : Epoch 1950 | loss: 0.0311469 | val_loss: 0.0311613 | Time: 4812.74 ms [2022-04-09 06:27:29 main:574] : INFO : Epoch 1951 | loss: 0.0311472 | val_loss: 0.0311661 | Time: 4729.87 ms [2022-04-09 06:27:34 main:574] : INFO : Epoch 1952 | loss: 0.0311476 | val_loss: 0.0311646 | Time: 4744.65 ms [2022-04-09 06:27:38 main:574] : INFO : Epoch 1953 | loss: 0.0311464 | val_loss: 0.0311624 | Time: 4782 ms [2022-04-09 06:27:43 main:574] : INFO : Epoch 1954 | loss: 0.0311465 | val_loss: 0.031161 | Time: 4787.19 ms [2022-04-09 06:27:48 main:574] : INFO : Epoch 1955 | loss: 0.031148 | val_loss: 0.0311621 | Time: 4736.08 ms [2022-04-09 06:27:53 main:574] : INFO : Epoch 1956 | loss: 0.0311552 | val_loss: 0.0311649 | Time: 5125.71 ms [2022-04-09 06:27:58 main:574] : INFO : Epoch 1957 | loss: 0.0311573 | val_loss: 0.0311621 | Time: 4740.23 ms [2022-04-09 06:28:03 main:574] : INFO : Epoch 1958 | loss: 0.0311583 | val_loss: 0.0311657 | Time: 4732.64 ms [2022-04-09 06:28:07 main:574] : INFO : Epoch 1959 | loss: 0.0311585 | val_loss: 0.0311667 | Time: 4737.46 ms [2022-04-09 06:28:12 main:574] : INFO : Epoch 1960 | loss: 0.03116 | val_loss: 0.0311666 | Time: 4702.08 ms [2022-04-09 06:28:17 main:574] : INFO : Epoch 1961 | loss: 0.0311585 | val_loss: 0.0311662 | Time: 4751.67 ms [2022-04-09 06:28:22 main:574] : INFO : Epoch 1962 | loss: 0.0311561 | val_loss: 0.0311637 | Time: 4978.37 ms [2022-04-09 06:28:27 main:574] : INFO : Epoch 1963 | loss: 0.0311558 | val_loss: 0.0311648 | Time: 4867.9 ms [2022-04-09 06:28:32 main:574] : INFO : Epoch 1964 | loss: 0.0311565 | val_loss: 0.0311663 | Time: 4853.41 ms [2022-04-09 06:28:36 main:574] : INFO : Epoch 1965 | loss: 0.0311605 | val_loss: 0.0311656 | Time: 4887.86 ms [2022-04-09 06:28:41 main:574] : INFO : Epoch 1966 | loss: 0.0311577 | val_loss: 0.0311638 | Time: 4940.21 ms [2022-04-09 06:28:46 main:574] : INFO : Epoch 1967 | loss: 0.0311565 | val_loss: 0.0311638 | Time: 4707.03 ms [2022-04-09 06:28:51 main:574] : INFO : Epoch 1968 | loss: 0.031156 | val_loss: 0.0311634 | Time: 4689.36 ms [2022-04-09 06:28:55 main:574] : INFO : Epoch 1969 | loss: 0.0311546 | val_loss: 0.0311607 | Time: 4713.62 ms [2022-04-09 06:29:00 main:574] : INFO : Epoch 1970 | loss: 0.0311534 | val_loss: 0.031162 | Time: 4702.86 ms [2022-04-09 06:29:05 main:574] : INFO : Epoch 1971 | loss: 0.0311549 | val_loss: 0.0311672 | Time: 4769.8 ms [2022-04-09 06:29:10 main:574] : INFO : Epoch 1972 | loss: 0.0311557 | val_loss: 0.0311651 | Time: 4693.96 ms [2022-04-09 06:29:14 main:574] : INFO : Epoch 1973 | loss: 0.0311552 | val_loss: 0.0311626 | Time: 4676.8 ms [2022-04-09 06:29:19 main:574] : INFO : Epoch 1974 | loss: 0.0311568 | val_loss: 0.0311634 | Time: 5019.36 ms [2022-04-09 06:29:24 main:574] : INFO : Epoch 1975 | loss: 0.0311563 | val_loss: 0.0311692 | Time: 4766.46 ms [2022-04-09 06:29:29 main:574] : INFO : Epoch 1976 | loss: 0.0311556 | val_loss: 0.0311635 | Time: 4731.53 ms [2022-04-09 06:29:34 main:574] : INFO : Epoch 1977 | loss: 0.0311552 | val_loss: 0.0311642 | Time: 4690.25 ms [2022-04-09 06:29:38 main:574] : INFO : Epoch 1978 | loss: 0.0311553 | val_loss: 0.0311626 | Time: 4671.83 ms [2022-04-09 06:29:43 main:574] : INFO : Epoch 1979 | loss: 0.0311526 | val_loss: 0.0311623 | Time: 4758.88 ms [2022-04-09 06:29:48 main:574] : INFO : Epoch 1980 | loss: 0.0311525 | val_loss: 0.0311634 | Time: 4822.24 ms [2022-04-09 06:29:53 main:574] : INFO : Epoch 1981 | loss: 0.0311532 | val_loss: 0.0311646 | Time: 5061.07 ms [2022-04-09 06:29:58 main:574] : INFO : Epoch 1982 | loss: 0.0311556 | val_loss: 0.0311645 | Time: 5041.78 ms [2022-04-09 06:30:03 main:574] : INFO : Epoch 1983 | loss: 0.0311551 | val_loss: 0.0311638 | Time: 5047.32 ms [2022-04-09 06:30:08 main:574] : INFO : Epoch 1984 | loss: 0.0311557 | val_loss: 0.0311644 | Time: 4746.28 ms [2022-04-09 06:30:13 main:574] : INFO : Epoch 1985 | loss: 0.0311555 | val_loss: 0.0311647 | Time: 4716.38 ms [2022-04-09 06:30:17 main:574] : INFO : Epoch 1986 | loss: 0.0311559 | val_loss: 0.031163 | Time: 4695.48 ms [2022-04-09 06:30:22 main:574] : INFO : Epoch 1987 | loss: 0.0311529 | val_loss: 0.0311613 | Time: 4741.59 ms [2022-04-09 06:30:27 main:574] : INFO : Epoch 1988 | loss: 0.0311524 | val_loss: 0.0311603 | Time: 4670.48 ms [2022-04-09 06:30:31 main:574] : INFO : Epoch 1989 | loss: 0.0311523 | val_loss: 0.0311609 | Time: 4677.09 ms [2022-04-09 06:30:36 main:574] : INFO : Epoch 1990 | loss: 0.0311532 | val_loss: 0.031164 | Time: 4715.99 ms [2022-04-09 06:30:41 main:574] : INFO : Epoch 1991 | loss: 0.0311517 | val_loss: 0.031165 | Time: 4664.61 ms [2022-04-09 06:30:45 main:574] : INFO : Epoch 1992 | loss: 0.0311504 | val_loss: 0.0311631 | Time: 4718.8 ms [2022-04-09 06:30:50 main:574] : INFO : Epoch 1993 | loss: 0.0311503 | val_loss: 0.0311638 | Time: 4688.44 ms [2022-04-09 06:30:55 main:574] : INFO : Epoch 1994 | loss: 0.0311518 | val_loss: 0.0311659 | Time: 4693.02 ms [2022-04-09 06:31:00 main:574] : INFO : Epoch 1995 | loss: 0.0311507 | val_loss: 0.0311613 | Time: 4687.37 ms [2022-04-09 06:31:04 main:574] : INFO : Epoch 1996 | loss: 0.0311527 | val_loss: 0.0311637 | Time: 4684.57 ms [2022-04-09 06:31:09 main:574] : INFO : Epoch 1997 | loss: 0.0311525 | val_loss: 0.0311658 | Time: 4703.12 ms [2022-04-09 06:31:14 main:574] : INFO : Epoch 1998 | loss: 0.0311536 | val_loss: 0.0311624 | Time: 4694.3 ms [2022-04-09 06:31:18 main:574] : INFO : Epoch 1999 | loss: 0.0311533 | val_loss: 0.0311637 | Time: 4749.87 ms [2022-04-09 06:31:23 main:574] : INFO : Epoch 2000 | loss: 0.0311529 | val_loss: 0.0311648 | Time: 4710.32 ms [2022-04-09 06:31:28 main:574] : INFO : Epoch 2001 | loss: 0.0311531 | val_loss: 0.0311612 | Time: 4734.09 ms [2022-04-09 06:31:33 main:574] : INFO : Epoch 2002 | loss: 0.0311523 | val_loss: 0.0311615 | Time: 4670.88 ms [2022-04-09 06:31:37 main:574] : INFO : Epoch 2003 | loss: 0.0311519 | val_loss: 0.0311592 | Time: 4731.48 ms [2022-04-09 06:31:42 main:574] : INFO : Epoch 2004 | loss: 0.0311528 | val_loss: 0.0311616 | Time: 4763.51 ms [2022-04-09 06:31:47 main:574] : INFO : Epoch 2005 | loss: 0.0311504 | val_loss: 0.0311593 | Time: 4739.5 ms [2022-04-09 06:31:52 main:574] : INFO : Epoch 2006 | loss: 0.0311521 | val_loss: 0.0311604 | Time: 4790.96 ms [2022-04-09 06:31:56 main:574] : INFO : Epoch 2007 | loss: 0.0311524 | val_loss: 0.0311615 | Time: 4720.92 ms [2022-04-09 06:32:01 main:574] : INFO : Epoch 2008 | loss: 0.0311513 | val_loss: 0.0311586 | Time: 4766.85 ms [2022-04-09 06:32:06 main:574] : INFO : Epoch 2009 | loss: 0.0311483 | val_loss: 0.0311583 | Time: 4753.08 ms [2022-04-09 06:32:11 main:574] : INFO : Epoch 2010 | loss: 0.0311485 | val_loss: 0.0311557 | Time: 4747.25 ms [2022-04-09 06:32:15 main:574] : INFO : Epoch 2011 | loss: 0.0311478 | val_loss: 0.031156 | Time: 4745.63 ms [2022-04-09 06:32:20 main:574] : INFO : Epoch 2012 | loss: 0.0311455 | val_loss: 0.0311597 | Time: 4755.48 ms [2022-04-09 06:32:25 main:574] : INFO : Epoch 2013 | loss: 0.0311484 | val_loss: 0.0311599 | Time: 4655.29 ms [2022-04-09 06:32:30 main:574] : INFO : Epoch 2014 | loss: 0.0311521 | val_loss: 0.0311562 | Time: 4741.68 ms [2022-04-09 06:32:34 main:574] : INFO : Epoch 2015 | loss: 0.0311533 | val_loss: 0.031159 | Time: 4689.64 ms [2022-04-09 06:32:39 main:574] : INFO : Epoch 2016 | loss: 0.031151 | val_loss: 0.0311608 | Time: 4747.34 ms [2022-04-09 06:32:44 main:574] : INFO : Epoch 2017 | loss: 0.0311503 | val_loss: 0.0311588 | Time: 4798.44 ms [2022-04-09 06:32:49 main:574] : INFO : Epoch 2018 | loss: 0.0311481 | val_loss: 0.0311608 | Time: 4763.62 ms [2022-04-09 06:32:53 main:574] : INFO : Epoch 2019 | loss: 0.0311515 | val_loss: 0.0311637 | Time: 4743.74 ms [2022-04-09 06:32:58 main:574] : INFO : Epoch 2020 | loss: 0.0311544 | val_loss: 0.0311617 | Time: 4756.64 ms [2022-04-09 06:33:03 main:574] : INFO : Epoch 2021 | loss: 0.0311534 | val_loss: 0.0311633 | Time: 4797.19 ms [2022-04-09 06:33:08 main:574] : INFO : Epoch 2022 | loss: 0.0311528 | val_loss: 0.0311639 | Time: 4761.39 ms [2022-04-09 06:33:12 main:574] : INFO : Epoch 2023 | loss: 0.031153 | val_loss: 0.0311652 | Time: 4801.46 ms [2022-04-09 06:33:17 main:574] : INFO : Epoch 2024 | loss: 0.0311518 | val_loss: 0.0311614 | Time: 4704.94 ms [2022-04-09 06:33:22 main:574] : INFO : Epoch 2025 | loss: 0.031148 | val_loss: 0.0311609 | Time: 4741.26 ms [2022-04-09 06:33:27 main:574] : INFO : Epoch 2026 | loss: 0.0311481 | val_loss: 0.0311598 | Time: 4755.78 ms [2022-04-09 06:33:31 main:574] : INFO : Epoch 2027 | loss: 0.0311487 | val_loss: 0.0311586 | Time: 4657.22 ms [2022-04-09 06:33:36 main:574] : INFO : Epoch 2028 | loss: 0.031152 | val_loss: 0.0311632 | Time: 4723.42 ms [2022-04-09 06:33:41 main:574] : INFO : Epoch 2029 | loss: 0.0311535 | val_loss: 0.0311592 | Time: 4762.86 ms [2022-04-09 06:33:46 main:574] : INFO : Epoch 2030 | loss: 0.0311523 | val_loss: 0.0311577 | Time: 4745.5 ms [2022-04-09 06:33:50 main:574] : INFO : Epoch 2031 | loss: 0.0311518 | val_loss: 0.0311587 | Time: 4692.66 ms [2022-04-09 06:33:55 main:574] : INFO : Epoch 2032 | loss: 0.031151 | val_loss: 0.0311606 | Time: 4740.99 ms [2022-04-09 06:34:00 main:574] : INFO : Epoch 2033 | loss: 0.0311494 | val_loss: 0.0311589 | Time: 4725.2 ms [2022-04-09 06:34:04 main:574] : INFO : Epoch 2034 | loss: 0.0311481 | val_loss: 0.0311581 | Time: 4710.12 ms [2022-04-09 06:34:09 main:574] : INFO : Epoch 2035 | loss: 0.0311474 | val_loss: 0.0311597 | Time: 4721.08 ms [2022-04-09 06:34:14 main:574] : INFO : Epoch 2036 | loss: 0.0311465 | val_loss: 0.0311633 | Time: 4709.38 ms [2022-04-09 06:34:19 main:574] : INFO : Epoch 2037 | loss: 0.0311504 | val_loss: 0.0311625 | Time: 4763.95 ms [2022-04-09 06:34:23 main:574] : INFO : Epoch 2038 | loss: 0.0311503 | val_loss: 0.0311623 | Time: 4802.03 ms [2022-04-09 06:34:28 main:574] : INFO : Epoch 2039 | loss: 0.0311508 | val_loss: 0.0311606 | Time: 4723.34 ms [2022-04-09 06:34:33 main:574] : INFO : Epoch 2040 | loss: 0.0311528 | val_loss: 0.0311709 | Time: 4745.7 ms [2022-04-09 06:34:38 main:574] : INFO : Epoch 2041 | loss: 0.0311638 | val_loss: 0.0311687 | Time: 4641.71 ms [2022-04-09 06:34:42 main:574] : INFO : Epoch 2042 | loss: 0.0311615 | val_loss: 0.0311702 | Time: 4713.42 ms [2022-04-09 06:34:47 main:574] : INFO : Epoch 2043 | loss: 0.0311575 | val_loss: 0.0311693 | Time: 4666.38 ms [2022-04-09 06:34:52 main:574] : INFO : Epoch 2044 | loss: 0.0311551 | val_loss: 0.0311692 | Time: 4700.79 ms [2022-04-09 06:34:56 main:574] : INFO : Epoch 2045 | loss: 0.0311542 | val_loss: 0.0311717 | Time: 4767.66 ms [2022-04-09 06:35:01 main:574] : INFO : Epoch 2046 | loss: 0.0311712 | val_loss: 0.0311802 | Time: 4742.1 ms [2022-04-09 06:35:06 main:574] : INFO : Epoch 2047 | loss: 0.031174 | val_loss: 0.0311795 | Time: 4747.39 ms [2022-04-09 06:35:11 main:574] : INFO : Epoch 2048 | loss: 0.0311713 | val_loss: 0.0311754 | Time: 4729.55 ms [2022-04-09 06:35:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311754 [2022-04-09 06:35:11 main:603] : INFO : Saving end state to config to file [2022-04-09 06:35:11 main:608] : INFO : Success, exiting.. 06:35:11 (20056): 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)