Task 14549844
| Name | ParityModified-1647041709-22893-3-0_0 |
| Workunit | 11575399 |
| Created | 8 Apr 2022, 10:51:07 UTC |
| Sent | 10 Apr 2022, 20:51:08 UTC |
| Report deadline | 18 Apr 2022, 20:51:08 UTC |
| Received | 11 Apr 2022, 2:26:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8729 |
| Run time | 2 hours 18 min 36 sec |
| CPU time | 1 hours 50 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,219.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 9:27 main:574] : INFO : Epoch 1542 | loss: 0.0311486 | val_loss: 0.0311575 | Time: 4167.65 ms [2022-04-10 21:49:31 main:574] : INFO : Epoch 1543 | loss: 0.031149 | val_loss: 0.0311579 | Time: 4430.19 ms [2022-04-10 21:49:36 main:574] : INFO : Epoch 1544 | loss: 0.0311482 | val_loss: 0.0311621 | Time: 4346.32 ms [2022-04-10 21:49:40 main:574] : INFO : Epoch 1545 | loss: 0.0311502 | val_loss: 0.0311656 | Time: 4224.03 ms [2022-04-10 21:49:44 main:574] : INFO : Epoch 1546 | loss: 0.0311482 | val_loss: 0.0311655 | Time: 4365.05 ms [2022-04-10 21:49:49 main:574] : INFO : Epoch 1547 | loss: 0.0311519 | val_loss: 0.0311597 | Time: 4343.86 ms [2022-04-10 21:49:53 main:574] : INFO : Epoch 1548 | loss: 0.0311565 | val_loss: 0.0311713 | Time: 4296.34 ms [2022-04-10 21:49:57 main:574] : INFO : Epoch 1549 | loss: 0.0311604 | val_loss: 0.031168 | Time: 4306.84 ms [2022-04-10 21:50:02 main:574] : INFO : Epoch 1550 | loss: 0.031157 | val_loss: 0.0311642 | Time: 4337.07 ms [2022-04-10 21:50:06 main:574] : INFO : Epoch 1551 | loss: 0.031155 | val_loss: 0.0311631 | Time: 4308.5 ms [2022-04-10 21:50:10 main:574] : INFO : Epoch 1552 | loss: 0.0311535 | val_loss: 0.0311584 | Time: 4293.58 ms [2022-04-10 21:50:15 main:574] : INFO : Epoch 1553 | loss: 0.0311514 | val_loss: 0.0311604 | Time: 4399.27 ms [2022-04-10 21:50:19 main:574] : INFO : Epoch 1554 | loss: 0.0311507 | val_loss: 0.031162 | Time: 4456.3 ms [2022-04-10 21:50:23 main:574] : INFO : Epoch 1555 | loss: 0.0311519 | val_loss: 0.0311621 | Time: 4340.72 ms [2022-04-10 21:50:28 main:574] : INFO : Epoch 1556 | loss: 0.0311521 | val_loss: 0.031166 | Time: 4412.56 ms [2022-04-10 21:50:32 main:574] : INFO : Epoch 1557 | loss: 0.0311514 | val_loss: 0.0311663 | Time: 4458.89 ms [2022-04-10 21:50:37 main:574] : INFO : Epoch 1558 | loss: 0.0311513 | val_loss: 0.0311629 | Time: 4298.19 ms [2022-04-10 21:50:41 main:574] : INFO : Epoch 1559 | loss: 0.0311522 | val_loss: 0.0311626 | Time: 4508.54 ms [2022-04-10 21:50:46 main:574] : INFO : Epoch 1560 | loss: 0.0311541 | val_loss: 0.0311621 | Time: 4414.19 ms [2022-04-10 21:50:50 main:574] : INFO : Epoch 1561 | loss: 0.0311487 | val_loss: 0.0311613 | Time: 4471.19 ms [2022-04-10 21:50:54 main:574] : INFO : Epoch 1562 | loss: 0.0311485 | val_loss: 0.0311606 | Time: 4376.15 ms [2022-04-10 21:50:59 main:574] : INFO : Epoch 1563 | loss: 0.0311486 | val_loss: 0.0311619 | Time: 4158.18 ms [2022-04-10 21:51:03 main:574] : INFO : Epoch 1564 | loss: 0.0311486 | val_loss: 0.03116 | Time: 4382.4 ms [2022-04-10 21:51:07 main:574] : INFO : Epoch 1565 | loss: 0.031149 | val_loss: 0.0311614 | Time: 4436.47 ms [2022-04-10 21:51:12 main:574] : INFO : Epoch 1566 | loss: 0.0311478 | val_loss: 0.0311619 | Time: 4308.08 ms [2022-04-10 21:51:16 main:574] : INFO : Epoch 1567 | loss: 0.0311487 | val_loss: 0.0311607 | Time: 4341.37 ms [2022-04-10 21:51:21 main:574] : INFO : Epoch 1568 | loss: 0.0311468 | val_loss: 0.03116 | Time: 4430.34 ms [2022-04-10 21:51:25 main:574] : INFO : Epoch 1569 | loss: 0.0311478 | val_loss: 0.0311626 | Time: 4277.86 ms [2022-04-10 21:51:29 main:574] : INFO : Epoch 1570 | loss: 0.0311495 | val_loss: 0.0311585 | Time: 4297.9 ms [2022-04-10 21:51:33 main:574] : INFO : Epoch 1571 | loss: 0.0311487 | val_loss: 0.0311614 | Time: 4281.69 ms [2022-04-10 21:51:38 main:574] : INFO : Epoch 1572 | loss: 0.0311498 | val_loss: 0.0311589 | Time: 4337.12 ms [2022-04-10 21:51:42 main:574] : INFO : Epoch 1573 | loss: 0.0311491 | val_loss: 0.0311581 | Time: 4555.68 ms [2022-04-10 21:51:46 main:574] : INFO : Epoch 1574 | loss: 0.0311493 | val_loss: 0.0311589 | Time: 4167.81 ms [2022-04-10 21:51:51 main:574] : INFO : Epoch 1575 | loss: 0.0311485 | val_loss: 0.03116 | Time: 4501.29 ms [2022-04-10 21:51:55 main:574] : INFO : Epoch 1576 | loss: 0.031149 | val_loss: 0.0311567 | Time: 4425.77 ms [2022-04-10 21:52:00 main:574] : INFO : Epoch 1577 | loss: 0.0311482 | val_loss: 0.0311601 | Time: 4307.28 ms [2022-04-10 21:52:04 main:574] : INFO : Epoch 1578 | loss: 0.031148 | val_loss: 0.03116 | Time: 4264.22 ms [2022-04-10 21:52:08 main:574] : INFO : Epoch 1579 | loss: 0.0311478 | val_loss: 0.0311608 | Time: 4414.54 ms [2022-04-10 21:52:13 main:574] : INFO : Epoch 1580 | loss: 0.0311499 | val_loss: 0.0311575 | Time: 4422.15 ms [2022-04-10 21:52:17 main:574] : INFO : Epoch 1581 | loss: 0.031147 | val_loss: 0.0311589 | Time: 4216.94 ms [2022-04-10 21:52:21 main:574] : INFO : Epoch 1582 | loss: 0.03115 | val_loss: 0.0311586 | Time: 4342.41 ms [2022-04-10 21:52:26 main:574] : INFO : Epoch 1583 | loss: 0.0311487 | val_loss: 0.0311574 | Time: 4284.7 ms [2022-04-10 21:52:30 main:574] : INFO : Epoch 1584 | loss: 0.0311483 | val_loss: 0.0311613 | Time: 4165.16 ms [2022-04-10 21:52:34 main:574] : INFO : Epoch 1585 | loss: 0.0311485 | val_loss: 0.031158 | Time: 4320.08 ms [2022-04-10 21:52:39 main:574] : INFO : Epoch 1586 | loss: 0.0311466 | val_loss: 0.0311596 | Time: 4354.88 ms [2022-04-10 21:52:43 main:574] : INFO : Epoch 1587 | loss: 0.0311474 | val_loss: 0.0311597 | Time: 4437.56 ms [2022-04-10 21:52:47 main:574] : INFO : Epoch 1588 | loss: 0.0311487 | val_loss: 0.0311599 | Time: 4197.3 ms [2022-04-10 21:52:51 main:574] : INFO : Epoch 1589 | loss: 0.0311479 | val_loss: 0.0311597 | Time: 4225.86 ms [2022-04-10 21:52:56 main:574] : INFO : Epoch 1590 | loss: 0.0311476 | val_loss: 0.0311606 | Time: 4421.25 ms [2022-04-10 21:53:00 main:574] : INFO : Epoch 1591 | loss: 0.0311499 | val_loss: 0.0311674 | Time: 4139.86 ms [2022-04-10 21:53:04 main:574] : INFO : Epoch 1592 | loss: 0.0311516 | val_loss: 0.0311569 | Time: 4223.78 ms [2022-04-10 21:53:09 main:574] : INFO : Epoch 1593 | loss: 0.0311481 | val_loss: 0.0311579 | Time: 4354.03 ms [2022-04-10 21:53:13 main:574] : INFO : Epoch 1594 | loss: 0.0311473 | val_loss: 0.0311637 | Time: 4392.18 ms [2022-04-10 21:53:17 main:574] : INFO : Epoch 1595 | loss: 0.0311493 | val_loss: 0.0311583 | Time: 4266.07 ms [2022-04-10 21:53:21 main:574] : INFO : Epoch 1596 | loss: 0.0311476 | val_loss: 0.0311591 | Time: 4222.21 ms [2022-04-10 21:53:26 main:574] : INFO : Epoch 1597 | loss: 0.0311462 | val_loss: 0.0311574 | Time: 4451.22 ms [2022-04-10 21:53:30 main:574] : INFO : Epoch 1598 | loss: 0.0311449 | val_loss: 0.0311583 | Time: 4280.19 ms [2022-04-10 21:53:34 main:574] : INFO : Epoch 1599 | loss: 0.0311457 | val_loss: 0.0311604 | Time: 4175.92 ms [2022-04-10 21:53:39 main:574] : INFO : Epoch 1600 | loss: 0.0311464 | val_loss: 0.0311564 | Time: 4289.45 ms [2022-04-10 21:53:43 main:574] : INFO : Epoch 1601 | loss: 0.0311466 | val_loss: 0.0311645 | Time: 4531.48 ms [2022-04-10 21:53:48 main:574] : INFO : Epoch 1602 | loss: 0.0311499 | val_loss: 0.0311664 | Time: 4483.95 ms [2022-04-10 21:53:52 main:574] : INFO : Epoch 1603 | loss: 0.0311507 | val_loss: 0.0311648 | Time: 4599.43 ms [2022-04-10 21:53:57 main:574] : INFO : Epoch 1604 | loss: 0.0311482 | val_loss: 0.0311591 | Time: 4306.72 ms [2022-04-10 21:54:01 main:574] : INFO : Epoch 1605 | loss: 0.0311479 | val_loss: 0.0311674 | Time: 4347.8 ms [2022-04-10 21:54:05 main:574] : INFO : Epoch 1606 | loss: 0.0311474 | val_loss: 0.0311588 | Time: 4070.87 ms [2022-04-10 21:54:10 main:574] : INFO : Epoch 1607 | loss: 0.031146 | val_loss: 0.0311607 | Time: 4534.71 ms [2022-04-10 21:54:14 main:574] : INFO : Epoch 1608 | loss: 0.0311473 | val_loss: 0.0311581 | Time: 4296.75 ms [2022-04-10 21:54:18 main:574] : INFO : Epoch 1609 | loss: 0.0311469 | val_loss: 0.0311566 | Time: 4267.14 ms [2022-04-10 21:54:23 main:574] : INFO : Epoch 1610 | loss: 0.0311473 | val_loss: 0.0311613 | Time: 4524.08 ms [2022-04-10 21:54:27 main:574] : INFO : Epoch 1611 | loss: 0.0311473 | val_loss: 0.0311601 | Time: 4368.75 ms [2022-04-10 21:54:31 main:574] : INFO : Epoch 1612 | loss: 0.0311484 | val_loss: 0.0311582 | Time: 4403.23 ms [2022-04-10 21:54:36 main:574] : INFO : Epoch 1613 | loss: 0.0311461 | val_loss: 0.0311623 | Time: 4349.02 ms [2022-04-10 21:54:40 main:574] : INFO : Epoch 1614 | loss: 0.0311478 | val_loss: 0.031165 | Time: 4228.75 ms [2022-04-10 21:54:44 main:574] : INFO : Epoch 1615 | loss: 0.0311512 | val_loss: 0.0311633 | Time: 4331.69 ms [2022-04-10 21:54:49 main:574] : INFO : Epoch 1616 | loss: 0.0311484 | val_loss: 0.0311569 | Time: 4486.2 ms [2022-04-10 21:54:53 main:574] : INFO : Epoch 1617 | loss: 0.0311478 | val_loss: 0.0311596 | Time: 4213.83 ms [2022-04-10 21:54:57 main:574] : INFO : Epoch 1618 | loss: 0.0311471 | val_loss: 0.0311593 | Time: 4300.58 ms [2022-04-10 21:55:02 main:574] : INFO : Epoch 1619 | loss: 0.0311468 | val_loss: 0.0311581 | Time: 4706.75 ms [2022-04-10 21:55:06 main:574] : INFO : Epoch 1620 | loss: 0.0311463 | val_loss: 0.0311589 | Time: 4225.49 ms [2022-04-10 21:55:11 main:574] : INFO : Epoch 1621 | loss: 0.0311464 | val_loss: 0.03116 | Time: 4514.73 ms [2022-04-10 21:55:15 main:574] : INFO : Epoch 1622 | loss: 0.0311477 | val_loss: 0.0311592 | Time: 4363.97 ms [2022-04-10 21:55:20 main:574] : INFO : Epoch 1623 | loss: 0.0311476 | val_loss: 0.0311623 | Time: 4385.41 ms [2022-04-10 21:55:24 main:574] : INFO : Epoch 1624 | loss: 0.0311467 | val_loss: 0.0311613 | Time: 4443.63 ms [2022-04-10 21:55:28 main:574] : INFO : Epoch 1625 | loss: 0.0311473 | val_loss: 0.0311595 | Time: 4245.49 ms [2022-04-10 21:55:33 main:574] : INFO : Epoch 1626 | loss: 0.0311478 | val_loss: 0.0311634 | Time: 4454.49 ms [2022-04-10 21:55:37 main:574] : INFO : Epoch 1627 | loss: 0.0311499 | val_loss: 0.0311596 | Time: 4351.41 ms [2022-04-10 21:55:42 main:574] : INFO : Epoch 1628 | loss: 0.0311464 | val_loss: 0.031161 | Time: 4490.38 ms [2022-04-10 21:55:46 main:574] : INFO : Epoch 1629 | loss: 0.0311465 | val_loss: 0.0311594 | Time: 4336.6 ms [2022-04-10 21:55:50 main:574] : INFO : Epoch 1630 | loss: 0.0311466 | val_loss: 0.0311604 | Time: 4341.1 ms [2022-04-10 21:55:55 main:574] : INFO : Epoch 1631 | loss: 0.0311501 | val_loss: 0.0311557 | Time: 4334.04 ms [2022-04-10 21:55:59 main:574] : INFO : Epoch 1632 | loss: 0.0311479 | val_loss: 0.0311543 | Time: 4103.98 ms [2022-04-10 21:56:03 main:574] : INFO : Epoch 1633 | loss: 0.0311464 | val_loss: 0.0311569 | Time: 4352.26 ms [2022-04-10 21:56:08 main:574] : INFO : Epoch 1634 | loss: 0.0311459 | val_loss: 0.0311574 | Time: 4509.65 ms [2022-04-10 21:56:12 main:574] : INFO : Epoch 1635 | loss: 0.0311461 | val_loss: 0.0311621 | Time: 4074.87 ms [2022-04-10 21:56:16 main:574] : INFO : Epoch 1636 | loss: 0.031149 | val_loss: 0.0311577 | Time: 4474.68 ms [2022-04-10 21:56:21 main:574] : INFO : Epoch 1637 | loss: 0.0311463 | val_loss: 0.0311576 | Time: 4541.49 ms [2022-04-10 21:56:25 main:574] : INFO : Epoch 1638 | loss: 0.0311458 | val_loss: 0.0311556 | Time: 4230.73 ms [2022-04-10 21:56:29 main:574] : INFO : Epoch 1639 | loss: 0.0311445 | val_loss: 0.0311552 | Time: 4306.87 ms [2022-04-10 21:56:34 main:574] : INFO : Epoch 1640 | loss: 0.0311455 | val_loss: 0.0311564 | Time: 4364.78 ms [2022-04-10 21:56:38 main:574] : INFO : Epoch 1641 | loss: 0.0311455 | val_loss: 0.031154 | Time: 4364.03 ms [2022-04-10 21:56:43 main:574] : INFO : Epoch 1642 | loss: 0.0311456 | val_loss: 0.0311562 | Time: 4412.47 ms [2022-04-10 21:56:47 main:574] : INFO : Epoch 1643 | loss: 0.0311455 | val_loss: 0.0311581 | Time: 4234.07 ms [2022-04-10 21:56:51 main:574] : INFO : Epoch 1644 | loss: 0.0311469 | val_loss: 0.0311582 | Time: 4349.45 ms [2022-04-10 21:56:56 main:574] : INFO : Epoch 1645 | loss: 0.0311479 | val_loss: 0.0311637 | Time: 4453.85 ms [2022-04-10 21:57:00 main:574] : INFO : Epoch 1646 | loss: 0.0311458 | val_loss: 0.0311596 | Time: 4539.39 ms [2022-04-10 21:57:05 main:574] : INFO : Epoch 1647 | loss: 0.0311435 | val_loss: 0.0311593 | Time: 4286.43 ms [2022-04-10 21:57:09 main:574] : INFO : Epoch 1648 | loss: 0.0311448 | val_loss: 0.0311595 | Time: 4218.95 ms [2022-04-10 21:57:13 main:574] : INFO : Epoch 1649 | loss: 0.0311456 | val_loss: 0.0311618 | Time: 4515.52 ms [2022-04-10 21:57:18 main:574] : INFO : Epoch 1650 | loss: 0.0311522 | val_loss: 0.0311568 | Time: 4436.12 ms [2022-04-10 21:57:22 main:574] : INFO : Epoch 1651 | loss: 0.0311492 | val_loss: 0.0311554 | Time: 4281.52 ms [2022-04-10 21:57:26 main:574] : INFO : Epoch 1652 | loss: 0.0311476 | val_loss: 0.0311587 | Time: 4490.44 ms [2022-04-10 21:57:31 main:574] : INFO : Epoch 1653 | loss: 0.031149 | val_loss: 0.031159 | Time: 4368.8 ms [2022-04-10 21:57:35 main:574] : INFO : Epoch 1654 | loss: 0.0311562 | val_loss: 0.0311561 | Time: 4448.14 ms [2022-04-10 21:57:40 main:574] : INFO : Epoch 1655 | loss: 0.0311528 | val_loss: 0.0311594 | Time: 4468.53 ms [2022-04-10 21:57:44 main:574] : INFO : Epoch 1656 | loss: 0.0311495 | val_loss: 0.0311584 | Time: 4338.6 ms [2022-04-10 21:57:48 main:574] : INFO : Epoch 1657 | loss: 0.0311482 | val_loss: 0.0311577 | Time: 4333.32 ms [2022-04-10 21:57:53 main:574] : INFO : Epoch 1658 | loss: 0.0311472 | val_loss: 0.0311584 | Time: 4382.68 ms [2022-04-10 21:57:57 main:574] : INFO : Epoch 1659 | loss: 0.0311475 | val_loss: 0.0311571 | Time: 4267.81 ms [2022-04-10 21:58:02 main:574] : INFO : Epoch 1660 | loss: 0.0311469 | val_loss: 0.0311573 | Time: 4424.74 ms [2022-04-10 21:58:06 main:574] : INFO : Epoch 1661 | loss: 0.0311458 | val_loss: 0.0311577 | Time: 4476.63 ms [2022-04-10 21:58:10 main:574] : INFO : Epoch 1662 | loss: 0.0311467 | val_loss: 0.0311616 | Time: 4302.48 ms [2022-04-10 21:58:15 main:574] : INFO : Epoch 1663 | loss: 0.0311473 | val_loss: 0.0311561 | Time: 4243.81 ms [2022-04-10 21:58:19 main:574] : INFO : Epoch 1664 | loss: 0.031148 | val_loss: 0.0311567 | Time: 4291.84 ms [2022-04-10 21:58:23 main:574] : INFO : Epoch 1665 | loss: 0.0311459 | val_loss: 0.0311573 | Time: 4335.19 ms [2022-04-10 21:58:27 main:574] : INFO : Epoch 1666 | loss: 0.0311486 | val_loss: 0.0311575 | Time: 4230.86 ms [2022-04-10 21:58:32 main:574] : INFO : Epoch 1667 | loss: 0.0311459 | val_loss: 0.0311588 | Time: 4556.94 ms [2022-04-10 21:58:36 main:574] : INFO : Epoch 1668 | loss: 0.0311438 | val_loss: 0.0311568 | Time: 4407.5 ms [2022-04-10 21:58:41 main:574] : INFO : Epoch 1669 | loss: 0.0311446 | val_loss: 0.0311575 | Time: 4259.49 ms [2022-04-10 21:58:45 main:574] : INFO : Epoch 1670 | loss: 0.0311446 | val_loss: 0.0311596 | Time: 4186.62 ms [2022-04-10 21:58:49 main:574] : INFO : Epoch 1671 | loss: 0.0311443 | val_loss: 0.0311573 | Time: 4320.77 ms [2022-04-10 21:58:54 main:574] : INFO : Epoch 1672 | loss: 0.0311434 | val_loss: 0.0311578 | Time: 4455.17 ms [2022-04-10 21:58:58 main:574] : INFO : Epoch 1673 | loss: 0.0311457 | val_loss: 0.0311598 | Time: 4301.13 ms [2022-04-10 21:59:02 main:574] : INFO : Epoch 1674 | loss: 0.0311459 | val_loss: 0.0311619 | Time: 4124.21 ms [2022-04-10 21:59:07 main:574] : INFO : Epoch 1675 | loss: 0.0311451 | val_loss: 0.0311581 | Time: 4442.36 ms [2022-04-10 21:59:11 main:574] : INFO : Epoch 1676 | loss: 0.0311473 | val_loss: 0.0311655 | Time: 4012.4 ms [2022-04-10 21:59:15 main:574] : INFO : Epoch 1677 | loss: 0.0311453 | val_loss: 0.0311575 | Time: 4016.41 ms [2022-04-10 21:59:19 main:574] : INFO : Epoch 1678 | loss: 0.0311431 | val_loss: 0.0311606 | Time: 4278.85 ms [2022-04-10 21:59:23 main:574] : INFO : Epoch 1679 | loss: 0.0311437 | val_loss: 0.0311575 | Time: 4261.7 ms [2022-04-10 21:59:27 main:574] : INFO : Epoch 1680 | loss: 0.0311459 | val_loss: 0.0311616 | Time: 4223.23 ms [2022-04-10 21:59:31 main:574] : INFO : Epoch 1681 | loss: 0.0311447 | val_loss: 0.0311577 | Time: 4086.92 ms [2022-04-10 21:59:36 main:574] : INFO : Epoch 1682 | loss: 0.0311432 | val_loss: 0.0311564 | Time: 4077.68 ms [2022-04-10 21:59:40 main:574] : INFO : Epoch 1683 | loss: 0.0311439 | val_loss: 0.0311529 | Time: 4256.81 ms [2022-04-10 21:59:44 main:574] : INFO : Epoch 1684 | loss: 0.0311432 | val_loss: 0.0311548 | Time: 4302.44 ms [2022-04-10 21:59:48 main:574] : INFO : Epoch 1685 | loss: 0.0311428 | val_loss: 0.0311571 | Time: 4303.92 ms [2022-04-10 21:59:53 main:574] : INFO : Epoch 1686 | loss: 0.0311429 | val_loss: 0.031157 | Time: 4338.84 ms [2022-04-10 21:59:57 main:574] : INFO : Epoch 1687 | loss: 0.0311424 | val_loss: 0.0311554 | Time: 4196.46 ms [2022-04-10 22:00:02 main:574] : INFO : Epoch 1688 | loss: 0.0311419 | val_loss: 0.0311551 | Time: 4519.86 ms [2022-04-10 22:00:06 main:574] : INFO : Epoch 1689 | loss: 0.0311435 | val_loss: 0.0311655 | Time: 4203.47 ms [2022-04-10 22:00:10 main:574] : INFO : Epoch 1690 | loss: 0.0311453 | val_loss: 0.0311564 | Time: 4567.16 ms [2022-04-10 22:00:15 main:574] : INFO : Epoch 1691 | loss: 0.0311509 | val_loss: 0.0311559 | Time: 4318.53 ms [2022-04-10 22:00:19 main:574] : INFO : Epoch 1692 | loss: 0.0311511 | val_loss: 0.0311568 | Time: 4358.3 ms [2022-04-10 22:00:23 main:574] : INFO : Epoch 1693 | loss: 0.0311539 | val_loss: 0.031154 | Time: 4285.07 ms [2022-04-10 22:00:28 main:574] : INFO : Epoch 1694 | loss: 0.0311547 | val_loss: 0.0311618 | Time: 4340.68 ms [2022-04-10 22:00:32 main:574] : INFO : Epoch 1695 | loss: 0.0311534 | val_loss: 0.0311569 | Time: 4485.73 ms [2022-04-10 22:00:36 main:574] : INFO : Epoch 1696 | loss: 0.0311493 | val_loss: 0.0311569 | Time: 4204 ms [2022-04-10 22:00:41 main:574] : INFO : Epoch 1697 | loss: 0.0311475 | val_loss: 0.0311591 | Time: 4313.51 ms [2022-04-10 22:00:45 main:574] : INFO : Epoch 1698 | loss: 0.0311484 | val_loss: 0.0311574 | Time: 4257.09 ms [2022-04-10 22:00:49 main:574] : INFO : Epoch 1699 | loss: 0.0311483 | val_loss: 0.0311555 | Time: 4275.55 ms [2022-04-10 22:00:54 main:574] : INFO : Epoch 1700 | loss: 0.031148 | val_loss: 0.0311591 | Time: 4481.69 ms [2022-04-10 22:00:58 main:574] : INFO : Epoch 1701 | loss: 0.031147 | val_loss: 0.0311614 | Time: 4436.16 ms [2022-04-10 22:01:02 main:574] : INFO : Epoch 1702 | loss: 0.0311469 | val_loss: 0.0311575 | Time: 4268.14 ms [2022-04-10 22:01:07 main:574] : INFO : Epoch 1703 | loss: 0.0311475 | val_loss: 0.0311556 | Time: 4529.86 ms [2022-04-10 22:01:11 main:574] : INFO : Epoch 1704 | loss: 0.0311482 | val_loss: 0.0311542 | Time: 4255.08 ms [2022-04-10 22:01:16 main:574] : INFO : Epoch 1705 | loss: 0.0311464 | val_loss: 0.0311564 | Time: 4518.17 ms [2022-04-10 22:01:20 main:574] : INFO : Epoch 1706 | loss: 0.0311457 | val_loss: 0.031156 | Time: 4562.88 ms [2022-04-10 22:01:25 main:574] : INFO : Epoch 1707 | loss: 0.0311443 | val_loss: 0.0311608 | Time: 4393.85 ms [2022-04-10 22:01:29 main:574] : INFO : Epoch 1708 | loss: 0.0311451 | val_loss: 0.0311549 | Time: 4298.44 ms [2022-04-10 22:01:33 main:574] : INFO : Epoch 1709 | loss: 0.0311435 | val_loss: 0.0311537 | Time: 4471.56 ms [2022-04-10 22:01:38 main:574] : INFO : Epoch 1710 | loss: 0.0311432 | val_loss: 0.0311523 | Time: 4147.96 ms [2022-04-10 22:01:42 main:574] : INFO : Epoch 1711 | loss: 0.0311479 | val_loss: 0.0311573 | Time: 4227.36 ms [2022-04-10 22:01:46 main:574] : INFO : Epoch 1712 | loss: 0.0311452 | val_loss: 0.0311584 | Time: 4271.5 ms [2022-04-10 22:01:50 main:574] : INFO : Epoch 1713 | loss: 0.0311449 | val_loss: 0.0311525 | Time: 4319.49 ms [2022-04-10 22:01:55 main:574] : INFO : Epoch 1714 | loss: 0.0311438 | val_loss: 0.0311571 | Time: 4141.65 ms [2022-04-10 22:01:59 main:574] : INFO : Epoch 1715 | loss: 0.0311473 | val_loss: 0.0311542 | Time: 4308.51 ms [2022-04-10 22:02:03 main:574] : INFO : Epoch 1716 | loss: 0.0311501 | val_loss: 0.0311561 | Time: 4428.01 ms [2022-04-10 22:02:08 main:574] : INFO : Epoch 1717 | loss: 0.0311474 | val_loss: 0.0311536 | Time: 4316.11 ms [2022-04-10 22:02:12 main:574] : INFO : Epoch 1718 | loss: 0.0311467 | val_loss: 0.0311552 | Time: 4333.27 ms [2022-04-10 22:02:16 main:574] : INFO : Epoch 1719 | loss: 0.031147 | val_loss: 0.0311538 | Time: 4039.63 ms [2022-04-10 22:02:21 main:574] : INFO : Epoch 1720 | loss: 0.031148 | val_loss: 0.0311583 | Time: 4521.25 ms [2022-04-10 22:02:25 main:574] : INFO : Epoch 1721 | loss: 0.0311466 | val_loss: 0.0311554 | Time: 4369.67 ms [2022-04-10 22:02:29 main:574] : INFO : Epoch 1722 | loss: 0.0311468 | val_loss: 0.0311536 | Time: 4284.7 ms [2022-04-10 22:02:34 main:574] : INFO : Epoch 1723 | loss: 0.0311491 | val_loss: 0.0311581 | Time: 4415.36 ms [2022-04-10 22:02:38 main:574] : INFO : Epoch 1724 | loss: 0.0311475 | val_loss: 0.0311557 | Time: 4641.31 ms [2022-04-10 22:02:43 main:574] : INFO : Epoch 1725 | loss: 0.0311441 | val_loss: 0.0311555 | Time: 4283.55 ms [2022-04-10 22:02:47 main:574] : INFO : Epoch 1726 | loss: 0.0311449 | val_loss: 0.031156 | Time: 4486.14 ms [2022-04-10 22:02:52 main:574] : INFO : Epoch 1727 | loss: 0.0311447 | val_loss: 0.031153 | Time: 4372.97 ms [2022-04-10 22:02:56 main:574] : INFO : Epoch 1728 | loss: 0.0311431 | val_loss: 0.0311554 | Time: 4282.68 ms [2022-04-10 22:03:00 main:574] : INFO : Epoch 1729 | loss: 0.0311433 | val_loss: 0.0311536 | Time: 4499.06 ms [2022-04-10 22:03:05 main:574] : INFO : Epoch 1730 | loss: 0.031143 | val_loss: 0.0311547 | Time: 4225.05 ms [2022-04-10 22:03:09 main:574] : INFO : Epoch 1731 | loss: 0.0311439 | val_loss: 0.0311539 | Time: 4369.42 ms [2022-04-10 22:03:13 main:574] : INFO : Epoch 1732 | loss: 0.0311434 | val_loss: 0.0311569 | Time: 4430.08 ms [2022-04-10 22:03:18 main:574] : INFO : Epoch 1733 | loss: 0.031144 | val_loss: 0.0311544 | Time: 4412.75 ms [2022-04-10 22:03:22 main:574] : INFO : Epoch 1734 | loss: 0.0311447 | val_loss: 0.0311544 | Time: 4657.61 ms [2022-04-10 22:03:27 main:574] : INFO : Epoch 1735 | loss: 0.031146 | val_loss: 0.0311544 | Time: 4148.84 ms [2022-04-10 22:03:31 main:574] : INFO : Epoch 1736 | loss: 0.0311453 | val_loss: 0.0311544 | Time: 4413.54 ms [2022-04-10 22:03:36 main:574] : INFO : Epoch 1737 | loss: 0.0311437 | val_loss: 0.0311566 | Time: 4587.1 ms [2022-04-10 22:03:40 main:574] : INFO : Epoch 1738 | loss: 0.0311447 | val_loss: 0.0311569 | Time: 4352.76 ms [2022-04-10 22:03:44 main:574] : INFO : Epoch 1739 | loss: 0.0311441 | val_loss: 0.0311538 | Time: 4339.42 ms [2022-04-10 22:03:49 main:574] : INFO : Epoch 1740 | loss: 0.0311463 | val_loss: 0.031156 | Time: 4309.57 ms [2022-04-10 22:03:53 main:574] : INFO : Epoch 1741 | loss: 0.0311476 | val_loss: 0.0311562 | Time: 4305.08 ms [2022-04-10 22:03:57 main:574] : INFO : Epoch 1742 | loss: 0.0311509 | val_loss: 0.0311571 | Time: 4349.05 ms [2022-04-10 22:04:02 main:574] : INFO : Epoch 1743 | loss: 0.0311498 | val_loss: 0.0311572 | Time: 4336.32 ms [2022-04-10 22:04:06 main:574] : INFO : Epoch 1744 | loss: 0.0311505 | val_loss: 0.0311611 | Time: 4311.81 ms [2022-04-10 22:04:10 main:574] : INFO : Epoch 1745 | loss: 0.0311514 | val_loss: 0.031161 | Time: 4255.01 ms [2022-04-10 22:04:14 main:574] : INFO : Epoch 1746 | loss: 0.0311502 | val_loss: 0.0311571 | Time: 4225.6 ms [2022-04-10 22:04:19 main:574] : INFO : Epoch 1747 | loss: 0.0311504 | val_loss: 0.0311608 | Time: 4451.03 ms [2022-04-10 22:04:23 main:574] : INFO : Epoch 1748 | loss: 0.0311482 | val_loss: 0.0311591 | Time: 4389.4 ms [2022-04-10 22:04:28 main:574] : INFO : Epoch 1749 | loss: 0.0311479 | val_loss: 0.0311579 | Time: 4400.37 ms [2022-04-10 22:04:32 main:574] : INFO : Epoch 1750 | loss: 0.0311477 | val_loss: 0.031155 | Time: 4392.25 ms [2022-04-10 22:04:36 main:574] : INFO : Epoch 1751 | loss: 0.0311462 | val_loss: 0.0311573 | Time: 4214.49 ms [2022-04-10 22:04:41 main:574] : INFO : Epoch 1752 | loss: 0.0311464 | val_loss: 0.031159 | Time: 4241.98 ms [2022-04-10 22:04:45 main:574] : INFO : Epoch 1753 | loss: 0.0311454 | val_loss: 0.0311568 | Time: 4233.15 ms [2022-04-10 22:04:49 main:574] : INFO : Epoch 1754 | loss: 0.0311455 | val_loss: 0.0311608 | Time: 4223.6 ms [2022-04-10 22:04:53 main:574] : INFO : Epoch 1755 | loss: 0.0311472 | val_loss: 0.0311611 | Time: 4423.17 ms [2022-04-10 22:04:58 main:574] : INFO : Epoch 1756 | loss: 0.0311472 | val_loss: 0.0311584 | Time: 4389 ms [2022-04-10 22:05:02 main:574] : INFO : Epoch 1757 | loss: 0.0311482 | val_loss: 0.0311649 | Time: 4170.27 ms [2022-04-10 22:05:06 main:574] : INFO : Epoch 1758 | loss: 0.0311548 | val_loss: 0.0311601 | Time: 4432.09 ms [2022-04-10 22:05:11 main:574] : INFO : Epoch 1759 | loss: 0.0311493 | val_loss: 0.0311621 | Time: 4371.55 ms [2022-04-10 22:05:15 main:574] : INFO : Epoch 1760 | loss: 0.0311477 | val_loss: 0.0311549 | Time: 4442.59 ms [2022-04-10 22:05:20 main:574] : INFO : Epoch 1761 | loss: 0.0311529 | val_loss: 0.0311662 | Time: 4479.2 ms [2022-04-10 22:05:24 main:574] : INFO : Epoch 1762 | loss: 0.031149 | val_loss: 0.0311586 | Time: 4360.79 ms [2022-04-10 22:05:28 main:574] : INFO : Epoch 1763 | loss: 0.031151 | val_loss: 0.0311545 | Time: 4190.29 ms [2022-04-10 22:05:33 main:574] : INFO : Epoch 1764 | loss: 0.0311459 | val_loss: 0.0311535 | Time: 4386.13 ms [2022-04-10 22:05:37 main:574] : INFO : Epoch 1765 | loss: 0.0311448 | val_loss: 0.0311566 | Time: 4386.76 ms [2022-04-10 22:05:41 main:574] : INFO : Epoch 1766 | loss: 0.0311451 | val_loss: 0.0311567 | Time: 4324.73 ms [2022-04-10 22:05:46 main:574] : INFO : Epoch 1767 | loss: 0.0311438 | val_loss: 0.0311555 | Time: 4264.54 ms [2022-04-10 22:05:50 main:574] : INFO : Epoch 1768 | loss: 0.0311442 | val_loss: 0.0311557 | Time: 4343.38 ms [2022-04-10 22:05:54 main:574] : INFO : Epoch 1769 | loss: 0.0311447 | val_loss: 0.031157 | Time: 4319.38 ms [2022-04-10 22:05:59 main:574] : INFO : Epoch 1770 | loss: 0.0311448 | val_loss: 0.0311545 | Time: 4256.84 ms [2022-04-10 22:06:03 main:574] : INFO : Epoch 1771 | loss: 0.0311444 | val_loss: 0.0311566 | Time: 4280.37 ms [2022-04-10 22:06:07 main:574] : INFO : Epoch 1772 | loss: 0.0311471 | val_loss: 0.0311575 | Time: 4518.75 ms [2022-04-10 22:06:12 main:574] : INFO : Epoch 1773 | loss: 0.0311488 | val_loss: 0.0311533 | Time: 4416.78 ms [2022-04-10 22:06:16 main:574] : INFO : Epoch 1774 | loss: 0.0311466 | val_loss: 0.0311538 | Time: 4558.15 ms [2022-04-10 22:06:21 main:574] : INFO : Epoch 1775 | loss: 0.0311457 | val_loss: 0.0311543 | Time: 4348.38 ms [2022-04-10 22:06:25 main:574] : INFO : Epoch 1776 | loss: 0.0311463 | val_loss: 0.0311556 | Time: 4446.95 ms [2022-04-10 22:06:29 main:574] : INFO : Epoch 1777 | loss: 0.0311456 | val_loss: 0.0311555 | Time: 4259.53 ms [2022-04-10 22:06:34 main:574] : INFO : Epoch 1778 | loss: 0.0311484 | val_loss: 0.0311553 | Time: 4452.7 ms [2022-04-10 22:06:38 main:574] : INFO : Epoch 1779 | loss: 0.0311485 | val_loss: 0.0311581 | Time: 4388.63 ms [2022-04-10 22:06:43 main:574] : INFO : Epoch 1780 | loss: 0.0311467 | val_loss: 0.031156 | Time: 4381.33 ms [2022-04-10 22:06:47 main:574] : INFO : Epoch 1781 | loss: 0.0311467 | val_loss: 0.0311548 | Time: 4537.77 ms [2022-04-10 22:06:52 main:574] : INFO : Epoch 1782 | loss: 0.0311463 | val_loss: 0.0311586 | Time: 4459.89 ms [2022-04-10 22:06:56 main:574] : INFO : Epoch 1783 | loss: 0.0311451 | val_loss: 0.0311545 | Time: 4446.73 ms [2022-04-10 22:07:01 main:574] : INFO : Epoch 1784 | loss: 0.031146 | val_loss: 0.0311554 | Time: 4499.07 ms [2022-04-10 22:07:05 main:574] : INFO : Epoch 1785 | loss: 0.0311478 | val_loss: 0.0311623 | Time: 4433.87 ms [2022-04-10 22:07:10 main:574] : INFO : Epoch 1786 | loss: 0.031146 | val_loss: 0.0311555 | Time: 4350.97 ms [2022-04-10 22:07:14 main:574] : INFO : Epoch 1787 | loss: 0.031145 | val_loss: 0.031154 | Time: 4467.2 ms [2022-04-10 22:07:19 main:574] : INFO : Epoch 1788 | loss: 0.0311453 | val_loss: 0.031156 | Time: 4533 ms [2022-04-10 22:07:23 main:574] : INFO : Epoch 1789 | loss: 0.0311446 | val_loss: 0.0311546 | Time: 4623.58 ms [2022-04-10 22:07:28 main:574] : INFO : Epoch 1790 | loss: 0.0311443 | val_loss: 0.0311549 | Time: 4312.98 ms [2022-04-10 22:07:32 main:574] : INFO : Epoch 1791 | loss: 0.031153 | val_loss: 0.0311547 | Time: 4728.25 ms [2022-04-10 22:07:37 main:574] : INFO : Epoch 1792 | loss: 0.0311545 | val_loss: 0.0311582 | Time: 4459.58 ms [2022-04-10 22:07:41 main:574] : INFO : Epoch 1793 | loss: 0.0311534 | val_loss: 0.0311552 | Time: 4418.56 ms [2022-04-10 22:07:45 main:574] : INFO : Epoch 1794 | loss: 0.0311521 | val_loss: 0.0311667 | Time: 4232.53 ms [2022-04-10 22:07:50 main:574] : INFO : Epoch 1795 | loss: 0.0311556 | val_loss: 0.0311555 | Time: 4337.17 ms [2022-04-10 22:07:54 main:574] : INFO : Epoch 1796 | loss: 0.0311497 | val_loss: 0.0311552 | Time: 4120 ms [2022-04-10 22:07:59 main:574] : INFO : Epoch 1797 | loss: 0.0311478 | val_loss: 0.0311567 | Time: 4629.98 ms [2022-04-10 22:08:03 main:574] : INFO : Epoch 1798 | loss: 0.0311489 | val_loss: 0.031157 | Time: 4287.93 ms [2022-04-10 22:08:07 main:574] : INFO : Epoch 1799 | loss: 0.0311483 | val_loss: 0.0311528 | Time: 4236.03 ms [2022-04-10 22:08:11 main:574] : INFO : Epoch 1800 | loss: 0.0311472 | val_loss: 0.0311538 | Time: 4404.45 ms [2022-04-10 22:08:16 main:574] : INFO : Epoch 1801 | loss: 0.0311456 | val_loss: 0.0311524 | Time: 4353.48 ms [2022-04-10 22:08:20 main:574] : INFO : Epoch 1802 | loss: 0.0311451 | val_loss: 0.0311535 | Time: 4342.21 ms [2022-04-10 22:08:24 main:574] : INFO : Epoch 1803 | loss: 0.0311456 | val_loss: 0.031157 | Time: 4170.35 ms [2022-04-10 22:08:29 main:574] : INFO : Epoch 1804 | loss: 0.0311452 | val_loss: 0.0311542 | Time: 4201.54 ms [2022-04-10 22:08:33 main:574] : INFO : Epoch 1805 | loss: 0.0311462 | val_loss: 0.0311567 | Time: 4444.13 ms [2022-04-10 22:08:37 main:574] : INFO : Epoch 1806 | loss: 0.0311444 | val_loss: 0.0311563 | Time: 4253.38 ms [2022-04-10 22:08:42 main:574] : INFO : Epoch 1807 | loss: 0.0311435 | val_loss: 0.0311607 | Time: 4500.78 ms [2022-04-10 22:08:46 main:574] : INFO : Epoch 1808 | loss: 0.0311454 | val_loss: 0.0311569 | Time: 4424.75 ms [2022-04-10 22:08:51 main:574] : INFO : Epoch 1809 | loss: 0.0311448 | val_loss: 0.0311559 | Time: 4431.82 ms [2022-04-10 22:08:55 main:574] : INFO : Epoch 1810 | loss: 0.0311437 | val_loss: 0.0311535 | Time: 4471.23 ms [2022-04-10 22:08:59 main:574] : INFO : Epoch 1811 | loss: 0.0311445 | val_loss: 0.0311564 | Time: 4394.53 ms [2022-04-10 22:09:04 main:574] : INFO : Epoch 1812 | loss: 0.0311471 | val_loss: 0.0311533 | Time: 4503.21 ms [2022-04-10 22:09:08 main:574] : INFO : Epoch 1813 | loss: 0.0311472 | val_loss: 0.031155 | Time: 4446.71 ms [2022-04-10 22:09:13 main:574] : INFO : Epoch 1814 | loss: 0.0311461 | val_loss: 0.031157 | Time: 4265.05 ms [2022-04-10 22:09:17 main:574] : INFO : Epoch 1815 | loss: 0.0311447 | val_loss: 0.0311585 | Time: 4408.64 ms [2022-04-10 22:09:21 main:574] : INFO : Epoch 1816 | loss: 0.031144 | val_loss: 0.0311559 | Time: 4230.41 ms [2022-04-10 22:09:26 main:574] : INFO : Epoch 1817 | loss: 0.0311432 | val_loss: 0.0311558 | Time: 4320.38 ms [2022-04-10 22:09:30 main:574] : INFO : Epoch 1818 | loss: 0.0311435 | val_loss: 0.0311541 | Time: 4190.88 ms [2022-04-10 22:09:34 main:574] : INFO : Epoch 1819 | loss: 0.0311426 | val_loss: 0.031155 | Time: 4414.34 ms [2022-04-10 22:09:39 main:574] : INFO : Epoch 1820 | loss: 0.0311435 | val_loss: 0.0311549 | Time: 4403.5 ms [2022-04-10 22:09:43 main:574] : INFO : Epoch 1821 | loss: 0.0311441 | val_loss: 0.0311535 | Time: 4219.6 ms [2022-04-10 22:09:47 main:574] : INFO : Epoch 1822 | loss: 0.0311425 | val_loss: 0.0311532 | Time: 4420.46 ms [2022-04-10 22:09:52 main:574] : INFO : Epoch 1823 | loss: 0.0311466 | val_loss: 0.0311569 | Time: 4631.81 ms [2022-04-10 22:09:56 main:574] : INFO : Epoch 1824 | loss: 0.0311497 | val_loss: 0.0311729 | Time: 4428.51 ms [2022-04-10 22:10:01 main:574] : INFO : Epoch 1825 | loss: 0.0311859 | val_loss: 0.0314607 | Time: 4458.93 ms [2022-04-10 22:10:05 main:574] : INFO : Epoch 1826 | loss: 0.0338581 | val_loss: 0.0344074 | Time: 4411.31 ms [2022-04-10 22:10:10 main:574] : INFO : Epoch 1827 | loss: 0.0365539 | val_loss: 0.0387335 | Time: 4446.37 ms [2022-04-10 22:10:14 main:574] : INFO : Epoch 1828 | loss: 0.0329352 | val_loss: 0.032045 | Time: 4324.8 ms [2022-04-10 22:10:18 main:574] : INFO : Epoch 1829 | loss: 0.0314648 | val_loss: 0.0312671 | Time: 4244.98 ms [2022-04-10 22:10:23 main:574] : INFO : Epoch 1830 | loss: 0.0312426 | val_loss: 0.0312119 | Time: 4328.39 ms [2022-04-10 22:10:27 main:574] : INFO : Epoch 1831 | loss: 0.0312032 | val_loss: 0.0311886 | Time: 4217.63 ms [2022-04-10 22:10:31 main:574] : INFO : Epoch 1832 | loss: 0.0311802 | val_loss: 0.0311748 | Time: 4374.81 ms [2022-04-10 22:10:36 main:574] : INFO : Epoch 1833 | loss: 0.0311663 | val_loss: 0.031167 | Time: 4415.91 ms [2022-04-10 22:10:40 main:574] : INFO : Epoch 1834 | loss: 0.0311568 | val_loss: 0.0311634 | Time: 4343.63 ms [2022-04-10 22:10:44 main:574] : INFO : Epoch 1835 | loss: 0.0311525 | val_loss: 0.0311572 | Time: 4309.64 ms [2022-04-10 22:10:49 main:574] : INFO : Epoch 1836 | loss: 0.0311477 | val_loss: 0.0311577 | Time: 4174.07 ms [2022-04-10 22:10:53 main:574] : INFO : Epoch 1837 | loss: 0.0311507 | val_loss: 0.0311629 | Time: 4391.39 ms [2022-04-10 22:10:57 main:574] : INFO : Epoch 1838 | loss: 0.0311473 | val_loss: 0.0311579 | Time: 4431.13 ms [2022-04-10 22:11:02 main:574] : INFO : Epoch 1839 | loss: 0.0311445 | val_loss: 0.0311609 | Time: 4245.03 ms [2022-04-10 22:11:06 main:574] : INFO : Epoch 1840 | loss: 0.0311451 | val_loss: 0.0311577 | Time: 4206.87 ms [2022-04-10 22:11:10 main:574] : INFO : Epoch 1841 | loss: 0.0311434 | val_loss: 0.0311582 | Time: 4321.42 ms [2022-04-10 22:11:14 main:574] : INFO : Epoch 1842 | loss: 0.0311445 | val_loss: 0.0311569 | Time: 4263.81 ms [2022-04-10 22:11:19 main:574] : INFO : Epoch 1843 | loss: 0.0311462 | val_loss: 0.0311578 | Time: 4361.81 ms [2022-04-10 22:11:23 main:574] : INFO : Epoch 1844 | loss: 0.0311459 | val_loss: 0.031156 | Time: 4366.37 ms [2022-04-10 22:11:28 main:574] : INFO : Epoch 1845 | loss: 0.0311456 | val_loss: 0.0311613 | Time: 4457.53 ms [2022-04-10 22:11:32 main:574] : INFO : Epoch 1846 | loss: 0.0311507 | val_loss: 0.0311617 | Time: 4232.03 ms [2022-04-10 22:11:36 main:574] : INFO : Epoch 1847 | loss: 0.0311446 | val_loss: 0.0311565 | Time: 4325.6 ms [2022-04-10 22:11:41 main:574] : INFO : Epoch 1848 | loss: 0.0311444 | val_loss: 0.0311588 | Time: 4421.13 ms [2022-04-10 22:11:45 main:574] : INFO : Epoch 1849 | loss: 0.0311459 | val_loss: 0.0311552 | Time: 4312.52 ms [2022-04-10 22:11:49 main:574] : INFO : Epoch 1850 | loss: 0.0311436 | val_loss: 0.0311567 | Time: 4322.82 ms [2022-04-10 22:11:54 main:574] : INFO : Epoch 1851 | loss: 0.0311425 | val_loss: 0.0311595 | Time: 4384.89 ms [2022-04-10 22:11:58 main:574] : INFO : Epoch 1852 | loss: 0.0311435 | val_loss: 0.0311573 | Time: 4593.76 ms [2022-04-10 22:12:03 main:574] : INFO : Epoch 1853 | loss: 0.0311423 | val_loss: 0.0311566 | Time: 4269.75 ms [2022-04-10 22:12:07 main:574] : INFO : Epoch 1854 | loss: 0.0311418 | val_loss: 0.0311578 | Time: 4385.26 ms [2022-04-10 22:12:11 main:574] : INFO : Epoch 1855 | loss: 0.0311413 | val_loss: 0.0311557 | Time: 4446.58 ms [2022-04-10 22:12:16 main:574] : INFO : Epoch 1856 | loss: 0.0311415 | val_loss: 0.0311566 | Time: 4224.88 ms [2022-04-10 22:12:20 main:574] : INFO : Epoch 1857 | loss: 0.0311422 | val_loss: 0.0311552 | Time: 4441.69 ms [2022-04-10 22:12:24 main:574] : INFO : Epoch 1858 | loss: 0.0311409 | val_loss: 0.0311595 | Time: 4149.91 ms [2022-04-10 22:12:29 main:574] : INFO : Epoch 1859 | loss: 0.0311423 | val_loss: 0.031158 | Time: 4358.38 ms [2022-04-10 22:12:33 main:574] : INFO : Epoch 1860 | loss: 0.0311427 | val_loss: 0.0311592 | Time: 4374.19 ms [2022-04-10 22:12:37 main:574] : INFO : Epoch 1861 | loss: 0.0311425 | val_loss: 0.031158 | Time: 4399.83 ms [2022-04-10 22:12:42 main:574] : INFO : Epoch 1862 | loss: 0.031144 | val_loss: 0.0311582 | Time: 4267.02 ms [2022-04-10 22:12:46 main:574] : INFO : Epoch 1863 | loss: 0.0311415 | val_loss: 0.0311567 | Time: 4255.14 ms [2022-04-10 22:12:50 main:574] : INFO : Epoch 1864 | loss: 0.0311419 | val_loss: 0.0311568 | Time: 4234.48 ms [2022-04-10 22:12:54 main:574] : INFO : Epoch 1865 | loss: 0.0311413 | val_loss: 0.031157 | Time: 4183.07 ms [2022-04-10 22:12:59 main:574] : INFO : Epoch 1866 | loss: 0.0311415 | val_loss: 0.0311588 | Time: 4122.44 ms [2022-04-10 22:13:03 main:574] : INFO : Epoch 1867 | loss: 0.0311442 | val_loss: 0.03116 | Time: 4203.81 ms [2022-04-10 22:13:07 main:574] : INFO : Epoch 1868 | loss: 0.0311517 | val_loss: 0.0311572 | Time: 4178.9 ms [2022-04-10 22:13:11 main:574] : INFO : Epoch 1869 | loss: 0.0311553 | val_loss: 0.0311679 | Time: 4038.43 ms [2022-04-10 22:13:15 main:574] : INFO : Epoch 1870 | loss: 0.0311518 | val_loss: 0.0311585 | Time: 4245.5 ms [2022-04-10 22:13:20 main:574] : INFO : Epoch 1871 | loss: 0.0311495 | val_loss: 0.0311576 | Time: 4492.03 ms [2022-04-10 22:13:24 main:574] : INFO : Epoch 1872 | loss: 0.0311493 | val_loss: 0.0311569 | Time: 4254.9 ms [2022-04-10 22:13:28 main:574] : INFO : Epoch 1873 | loss: 0.031149 | val_loss: 0.0311567 | Time: 4348.09 ms [2022-04-10 22:13:33 main:574] : INFO : Epoch 1874 | loss: 0.0311475 | val_loss: 0.0311564 | Time: 4259.26 ms [2022-04-10 22:13:37 main:574] : INFO : Epoch 1875 | loss: 0.0311501 | val_loss: 0.031163 | Time: 4393.71 ms [2022-04-10 22:13:41 main:574] : INFO : Epoch 1876 | loss: 0.0311502 | val_loss: 0.031159 | Time: 4216.16 ms [2022-04-10 22:13:46 main:574] : INFO : Epoch 1877 | loss: 0.031148 | val_loss: 0.0311627 | Time: 4324 ms [2022-04-10 22:13:50 main:574] : INFO : Epoch 1878 | loss: 0.0311479 | val_loss: 0.0311552 | Time: 4518.11 ms [2022-04-10 22:13:54 main:574] : INFO : Epoch 1879 | loss: 0.0311473 | val_loss: 0.0311566 | Time: 4133.59 ms [2022-04-10 22:13:59 main:574] : INFO : Epoch 1880 | loss: 0.0311457 | val_loss: 0.031155 | Time: 4308.35 ms [2022-04-10 22:14:03 main:574] : INFO : Epoch 1881 | loss: 0.0311502 | val_loss: 0.031162 | Time: 4302.3 ms [2022-04-10 22:14:07 main:574] : INFO : Epoch 1882 | loss: 0.0311527 | val_loss: 0.0311618 | Time: 4469.3 ms [2022-04-10 22:14:12 main:574] : INFO : Epoch 1883 | loss: 0.0311516 | val_loss: 0.0311583 | Time: 4340.19 ms [2022-04-10 22:14:16 main:574] : INFO : Epoch 1884 | loss: 0.0311529 | val_loss: 0.031159 | Time: 4412.28 ms [2022-04-10 22:14:20 main:574] : INFO : Epoch 1885 | loss: 0.0311554 | val_loss: 0.031165 | Time: 4271.67 ms [2022-04-10 22:14:25 main:574] : INFO : Epoch 1886 | loss: 0.0311525 | val_loss: 0.0311671 | Time: 4374.1 ms [2022-04-10 22:14:29 main:574] : INFO : Epoch 1887 | loss: 0.0311546 | val_loss: 0.0311622 | Time: 4158.77 ms [2022-04-10 22:14:34 main:574] : INFO : Epoch 1888 | loss: 0.0311515 | val_loss: 0.0311594 | Time: 4511.79 ms [2022-04-10 22:14:38 main:574] : INFO : Epoch 1889 | loss: 0.031149 | val_loss: 0.0311577 | Time: 4480.99 ms [2022-04-10 22:14:42 main:574] : INFO : Epoch 1890 | loss: 0.0311468 | val_loss: 0.0311574 | Time: 4209.54 ms [2022-04-10 22:14:47 main:574] : INFO : Epoch 1891 | loss: 0.0311479 | val_loss: 0.0311578 | Time: 4387.94 ms [2022-04-10 22:14:51 main:574] : INFO : Epoch 1892 | loss: 0.031146 | val_loss: 0.031165 | Time: 4591.86 ms [2022-04-10 22:14:56 main:574] : INFO : Epoch 1893 | loss: 0.0311467 | val_loss: 0.0311598 | Time: 4410.88 ms [2022-04-10 22:15:00 main:574] : INFO : Epoch 1894 | loss: 0.0311446 | val_loss: 0.0311608 | Time: 4359.68 ms [2022-04-10 22:15:04 main:574] : INFO : Epoch 1895 | loss: 0.0311451 | val_loss: 0.0311614 | Time: 4313.27 ms [2022-04-10 22:15:09 main:574] : INFO : Epoch 1896 | loss: 0.0311465 | val_loss: 0.0311611 | Time: 4479.37 ms [2022-04-10 22:15:13 main:574] : INFO : Epoch 1897 | loss: 0.0311473 | val_loss: 0.0311579 | Time: 4407.19 ms [2022-04-10 22:15:18 main:574] : INFO : Epoch 1898 | loss: 0.0311509 | val_loss: 0.0311672 | Time: 4291.15 ms [2022-04-10 22:15:22 main:574] : INFO : Epoch 1899 | loss: 0.0311481 | val_loss: 0.0311584 | Time: 4182.62 ms [2022-04-10 22:15:26 main:574] : INFO : Epoch 1900 | loss: 0.0311491 | val_loss: 0.031159 | Time: 4356.23 ms [2022-04-10 22:15:30 main:574] : INFO : Epoch 1901 | loss: 0.031148 | val_loss: 0.0311604 | Time: 4350.6 ms [2022-04-10 22:15:35 main:574] : INFO : Epoch 1902 | loss: 0.0311473 | val_loss: 0.0311628 | Time: 4337.02 ms [2022-04-10 22:15:39 main:574] : INFO : Epoch 1903 | loss: 0.0311458 | val_loss: 0.0311566 | Time: 4162.51 ms [2022-04-10 22:15:44 main:574] : INFO : Epoch 1904 | loss: 0.031146 | val_loss: 0.0311566 | Time: 4711.06 ms [2022-04-10 22:15:48 main:574] : INFO : Epoch 1905 | loss: 0.0311459 | val_loss: 0.0311592 | Time: 4114.29 ms [2022-04-10 22:15:52 main:574] : INFO : Epoch 1906 | loss: 0.0311453 | val_loss: 0.0311575 | Time: 4290.87 ms [2022-04-10 22:15:57 main:574] : INFO : Epoch 1907 | loss: 0.0311457 | val_loss: 0.0311599 | Time: 4616.24 ms [2022-04-10 22:16:01 main:574] : INFO : Epoch 1908 | loss: 0.0311457 | val_loss: 0.0311576 | Time: 4437.24 ms [2022-04-10 22:16:06 main:574] : INFO : Epoch 1909 | loss: 0.031145 | val_loss: 0.0311575 | Time: 4595.25 ms [2022-04-10 22:16:10 main:574] : INFO : Epoch 1910 | loss: 0.0311442 | val_loss: 0.0311573 | Time: 4324.45 ms [2022-04-10 22:16:14 main:574] : INFO : Epoch 1911 | loss: 0.0311441 | val_loss: 0.0311582 | Time: 4331.39 ms [2022-04-10 22:16:19 main:574] : INFO : Epoch 1912 | loss: 0.0311444 | val_loss: 0.0311558 | Time: 4351.2 ms [2022-04-10 22:16:23 main:574] : INFO : Epoch 1913 | loss: 0.0311466 | val_loss: 0.0311557 | Time: 4450.45 ms [2022-04-10 22:16:28 main:574] : INFO : Epoch 1914 | loss: 0.0311458 | val_loss: 0.0311558 | Time: 4259.57 ms [2022-04-10 22:16:32 main:574] : INFO : Epoch 1915 | loss: 0.0311431 | val_loss: 0.0311562 | Time: 4443.61 ms [2022-04-10 22:16:36 main:574] : INFO : Epoch 1916 | loss: 0.0311432 | val_loss: 0.0311591 | Time: 4400.1 ms [2022-04-10 22:16:41 main:574] : INFO : Epoch 1917 | loss: 0.0311452 | val_loss: 0.0311572 | Time: 4664.36 ms [2022-04-10 22:16:45 main:574] : INFO : Epoch 1918 | loss: 0.0311438 | val_loss: 0.0311568 | Time: 4347.25 ms [2022-04-10 22:16:50 main:574] : INFO : Epoch 1919 | loss: 0.031144 | val_loss: 0.0311598 | Time: 4258.34 ms [2022-04-10 22:16:54 main:574] : INFO : Epoch 1920 | loss: 0.0311452 | val_loss: 0.0311583 | Time: 4189.06 ms [2022-04-10 22:16:58 main:574] : INFO : Epoch 1921 | loss: 0.0311447 | val_loss: 0.0311585 | Time: 4405.16 ms [2022-04-10 22:17:03 main:574] : INFO : Epoch 1922 | loss: 0.0311444 | val_loss: 0.0311584 | Time: 4465.36 ms [2022-04-10 22:17:07 main:574] : INFO : Epoch 1923 | loss: 0.0311438 | val_loss: 0.0311584 | Time: 4343.83 ms [2022-04-10 22:17:13 main:574] : INFO : Epoch 1924 | loss: 0.0311437 | val_loss: 0.0311565 | Time: 5912.06 ms [2022-04-10 22:17:18 main:574] : INFO : Epoch 1925 | loss: 0.0311444 | val_loss: 0.0311585 | Time: 5121.83 ms [2022-04-10 22:17:23 main:574] : INFO : Epoch 1926 | loss: 0.031146 | val_loss: 0.0311572 | Time: 4415.89 ms [2022-04-10 22:17:27 main:574] : INFO : Epoch 1927 | loss: 0.0311449 | val_loss: 0.0311608 | Time: 4220.55 ms [2022-04-10 22:17:31 main:574] : INFO : Epoch 1928 | loss: 0.0311458 | val_loss: 0.0311553 | Time: 4320.88 ms [2022-04-10 22:17:35 main:574] : INFO : Epoch 1929 | loss: 0.0311448 | val_loss: 0.0311557 | Time: 3979.77 ms [2022-04-10 22:17:39 main:574] : INFO : Epoch 1930 | loss: 0.031144 | val_loss: 0.0311578 | Time: 4242.59 ms [2022-04-10 22:17:44 main:574] : INFO : Epoch 1931 | loss: 0.0311424 | val_loss: 0.0311564 | Time: 4563.27 ms [2022-04-10 22:17:48 main:574] : INFO : Epoch 1932 | loss: 0.0311426 | val_loss: 0.0311575 | Time: 4265.34 ms [2022-04-10 22:17:53 main:574] : INFO : Epoch 1933 | loss: 0.0311418 | val_loss: 0.0311561 | Time: 4456.33 ms [2022-04-10 22:17:57 main:574] : INFO : Epoch 1934 | loss: 0.0311413 | val_loss: 0.0311566 | Time: 4286.92 ms [2022-04-10 22:18:01 main:574] : INFO : Epoch 1935 | loss: 0.031143 | val_loss: 0.031158 | Time: 4386.42 ms [2022-04-10 22:18:06 main:574] : INFO : Epoch 1936 | loss: 0.031143 | val_loss: 0.0311578 | Time: 4520.51 ms [2022-04-10 22:18:10 main:574] : INFO : Epoch 1937 | loss: 0.0311559 | val_loss: 0.0311586 | Time: 4239.98 ms [2022-04-10 22:18:15 main:574] : INFO : Epoch 1938 | loss: 0.0311584 | val_loss: 0.031159 | Time: 4457.21 ms [2022-04-10 22:18:19 main:574] : INFO : Epoch 1939 | loss: 0.031155 | val_loss: 0.0311577 | Time: 4340.83 ms [2022-04-10 22:18:23 main:574] : INFO : Epoch 1940 | loss: 0.0311527 | val_loss: 0.0311565 | Time: 4149.15 ms [2022-04-10 22:18:28 main:574] : INFO : Epoch 1941 | loss: 0.0311519 | val_loss: 0.0311558 | Time: 4413.16 ms [2022-04-10 22:18:32 main:574] : INFO : Epoch 1942 | loss: 0.031151 | val_loss: 0.0311563 | Time: 4277.37 ms [2022-04-10 22:18:36 main:574] : INFO : Epoch 1943 | loss: 0.0311512 | val_loss: 0.0311595 | Time: 4590.84 ms [2022-04-10 22:18:41 main:574] : INFO : Epoch 1944 | loss: 0.031151 | val_loss: 0.0311554 | Time: 4318.98 ms [2022-04-10 22:18:45 main:574] : INFO : Epoch 1945 | loss: 0.0311514 | val_loss: 0.0311558 | Time: 4517.2 ms [2022-04-10 22:18:50 main:574] : INFO : Epoch 1946 | loss: 0.0311511 | val_loss: 0.0311534 | Time: 4363.15 ms [2022-04-10 22:18:54 main:574] : INFO : Epoch 1947 | loss: 0.0311485 | val_loss: 0.0311589 | Time: 4657.06 ms [2022-04-10 22:18:59 main:574] : INFO : Epoch 1948 | loss: 0.031149 | val_loss: 0.0311533 | Time: 4296.34 ms [2022-04-10 22:19:03 main:574] : INFO : Epoch 1949 | loss: 0.0311488 | val_loss: 0.0311562 | Time: 4303.72 ms [2022-04-10 22:19:07 main:574] : INFO : Epoch 1950 | loss: 0.0311479 | val_loss: 0.0311554 | Time: 4411.09 ms [2022-04-10 22:19:12 main:574] : INFO : Epoch 1951 | loss: 0.0311474 | val_loss: 0.0311524 | Time: 4464.46 ms [2022-04-10 22:19:16 main:574] : INFO : Epoch 1952 | loss: 0.031145 | val_loss: 0.0311522 | Time: 4313.22 ms [2022-04-10 22:19:21 main:574] : INFO : Epoch 1953 | loss: 0.031146 | val_loss: 0.0311548 | Time: 4408.96 ms [2022-04-10 22:19:25 main:574] : INFO : Epoch 1954 | loss: 0.0311456 | val_loss: 0.0311543 | Time: 4554.95 ms [2022-04-10 22:19:29 main:574] : INFO : Epoch 1955 | loss: 0.0311446 | val_loss: 0.0311552 | Time: 4330.09 ms [2022-04-10 22:19:34 main:574] : INFO : Epoch 1956 | loss: 0.031147 | val_loss: 0.0311573 | Time: 4384.37 ms [2022-04-10 22:19:38 main:574] : INFO : Epoch 1957 | loss: 0.0311475 | val_loss: 0.0311592 | Time: 4209.06 ms [2022-04-10 22:19:42 main:574] : INFO : Epoch 1958 | loss: 0.0311447 | val_loss: 0.0311545 | Time: 4364.73 ms [2022-04-10 22:19:47 main:574] : INFO : Epoch 1959 | loss: 0.0311468 | val_loss: 0.0311583 | Time: 4358.14 ms [2022-04-10 22:19:51 main:574] : INFO : Epoch 1960 | loss: 0.0311518 | val_loss: 0.0311591 | Time: 4433.84 ms [2022-04-10 22:19:56 main:574] : INFO : Epoch 1961 | loss: 0.0311468 | val_loss: 0.0311561 | Time: 4435.82 ms [2022-04-10 22:20:00 main:574] : INFO : Epoch 1962 | loss: 0.0311471 | val_loss: 0.0311561 | Time: 4403.22 ms [2022-04-10 22:20:04 main:574] : INFO : Epoch 1963 | loss: 0.0311468 | val_loss: 0.0311553 | Time: 4342.38 ms [2022-04-10 22:20:09 main:574] : INFO : Epoch 1964 | loss: 0.0311453 | val_loss: 0.0311541 | Time: 4299.64 ms [2022-04-10 22:20:13 main:574] : INFO : Epoch 1965 | loss: 0.0311449 | val_loss: 0.0311552 | Time: 4286.85 ms [2022-04-10 22:20:17 main:574] : INFO : Epoch 1966 | loss: 0.0311453 | val_loss: 0.0311558 | Time: 4343.32 ms [2022-04-10 22:20:22 main:574] : INFO : Epoch 1967 | loss: 0.031148 | val_loss: 0.031154 | Time: 4309.31 ms [2022-04-10 22:20:26 main:574] : INFO : Epoch 1968 | loss: 0.0311459 | val_loss: 0.0311524 | Time: 4263.57 ms [2022-04-10 22:20:30 main:574] : INFO : Epoch 1969 | loss: 0.0311443 | val_loss: 0.0311537 | Time: 4413.13 ms [2022-04-10 22:20:35 main:574] : INFO : Epoch 1970 | loss: 0.0311453 | val_loss: 0.0311546 | Time: 4492.7 ms [2022-04-10 22:20:39 main:574] : INFO : Epoch 1971 | loss: 0.031144 | val_loss: 0.0311548 | Time: 4340.29 ms [2022-04-10 22:20:44 main:574] : INFO : Epoch 1972 | loss: 0.0311453 | val_loss: 0.0311539 | Time: 4457.03 ms [2022-04-10 22:20:48 main:574] : INFO : Epoch 1973 | loss: 0.0311436 | val_loss: 0.0311526 | Time: 4218.39 ms [2022-04-10 22:20:52 main:574] : INFO : Epoch 1974 | loss: 0.0311432 | val_loss: 0.031154 | Time: 4372.76 ms [2022-04-10 22:20:57 main:574] : INFO : Epoch 1975 | loss: 0.0311425 | val_loss: 0.031154 | Time: 4455.55 ms [2022-04-10 22:21:01 main:574] : INFO : Epoch 1976 | loss: 0.0311431 | val_loss: 0.0311574 | Time: 4288.42 ms [2022-04-10 22:21:06 main:574] : INFO : Epoch 1977 | loss: 0.0311438 | val_loss: 0.0311541 | Time: 4601.36 ms [2022-04-10 22:21:10 main:574] : INFO : Epoch 1978 | loss: 0.0311422 | val_loss: 0.0311565 | Time: 4460.14 ms [2022-04-10 22:21:15 main:574] : INFO : Epoch 1979 | loss: 0.0311423 | val_loss: 0.031153 | Time: 4588.24 ms [2022-04-10 22:21:19 main:574] : INFO : Epoch 1980 | loss: 0.0311423 | val_loss: 0.0311526 | Time: 4588.68 ms [2022-04-10 22:21:24 main:574] : INFO : Epoch 1981 | loss: 0.0311424 | val_loss: 0.0311539 | Time: 4186.36 ms [2022-04-10 22:21:28 main:574] : INFO : Epoch 1982 | loss: 0.0311431 | val_loss: 0.0311538 | Time: 4571.27 ms [2022-04-10 22:21:32 main:574] : INFO : Epoch 1983 | loss: 0.0311442 | val_loss: 0.0311537 | Time: 4196.22 ms [2022-04-10 22:21:37 main:574] : INFO : Epoch 1984 | loss: 0.0311452 | val_loss: 0.0311523 | Time: 4304.66 ms [2022-04-10 22:21:41 main:574] : INFO : Epoch 1985 | loss: 0.0311441 | val_loss: 0.0311521 | Time: 4257.29 ms [2022-04-10 22:21:45 main:574] : INFO : Epoch 1986 | loss: 0.0311435 | val_loss: 0.0311547 | Time: 4326.83 ms [2022-04-10 22:21:50 main:574] : INFO : Epoch 1987 | loss: 0.0311445 | val_loss: 0.0311514 | Time: 4398.34 ms [2022-04-10 22:21:54 main:574] : INFO : Epoch 1988 | loss: 0.0311445 | val_loss: 0.0311539 | Time: 4565.41 ms [2022-04-10 22:21:59 main:574] : INFO : Epoch 1989 | loss: 0.0311427 | val_loss: 0.0311513 | Time: 4303.04 ms [2022-04-10 22:22:03 main:574] : INFO : Epoch 1990 | loss: 0.0311452 | val_loss: 0.0311541 | Time: 4323.34 ms [2022-04-10 22:22:07 main:574] : INFO : Epoch 1991 | loss: 0.031143 | val_loss: 0.0311562 | Time: 4444.83 ms [2022-04-10 22:22:12 main:574] : INFO : Epoch 1992 | loss: 0.0311443 | val_loss: 0.03116 | Time: 4251.11 ms [2022-04-10 22:22:16 main:574] : INFO : Epoch 1993 | loss: 0.0311452 | val_loss: 0.0311614 | Time: 4411.95 ms [2022-04-10 22:22:20 main:574] : INFO : Epoch 1994 | loss: 0.0311444 | val_loss: 0.0311559 | Time: 4164.63 ms [2022-04-10 22:22:25 main:574] : INFO : Epoch 1995 | loss: 0.0311436 | val_loss: 0.0311541 | Time: 4496.39 ms [2022-04-10 22:22:29 main:574] : INFO : Epoch 1996 | loss: 0.0311426 | val_loss: 0.0311553 | Time: 4524.64 ms [2022-04-10 22:22:33 main:574] : INFO : Epoch 1997 | loss: 0.031146 | val_loss: 0.0311594 | Time: 4136.31 ms [2022-04-10 22:22:37 main:574] : INFO : Epoch 1998 | loss: 0.0311445 | val_loss: 0.0311591 | Time: 4180.36 ms [2022-04-10 22:22:42 main:574] : INFO : Epoch 1999 | loss: 0.0311452 | val_loss: 0.0311557 | Time: 4389.65 ms [2022-04-10 22:22:46 main:574] : INFO : Epoch 2000 | loss: 0.0311452 | val_loss: 0.031155 | Time: 4489.91 ms [2022-04-10 22:22:51 main:574] : INFO : Epoch 2001 | loss: 0.0311444 | val_loss: 0.0311561 | Time: 4297.78 ms [2022-04-10 22:22:55 main:574] : INFO : Epoch 2002 | loss: 0.0311439 | val_loss: 0.031156 | Time: 4412.37 ms [2022-04-10 22:23:00 main:574] : INFO : Epoch 2003 | loss: 0.0311482 | val_loss: 0.0311531 | Time: 4425.61 ms [2022-04-10 22:23:04 main:574] : INFO : Epoch 2004 | loss: 0.0311491 | val_loss: 0.0311527 | Time: 4191.93 ms [2022-04-10 22:23:08 main:574] : INFO : Epoch 2005 | loss: 0.0311475 | val_loss: 0.0311534 | Time: 4281.19 ms [2022-04-10 22:23:12 main:574] : INFO : Epoch 2006 | loss: 0.0311458 | val_loss: 0.0311556 | Time: 4403.47 ms [2022-04-10 22:23:17 main:574] : INFO : Epoch 2007 | loss: 0.0311451 | val_loss: 0.0311551 | Time: 4180.93 ms [2022-04-10 22:23:21 main:574] : INFO : Epoch 2008 | loss: 0.0311448 | val_loss: 0.03116 | Time: 4353.78 ms [2022-04-10 22:23:25 main:574] : INFO : Epoch 2009 | loss: 0.0311448 | val_loss: 0.0311547 | Time: 4344.73 ms [2022-04-10 22:23:30 main:574] : INFO : Epoch 2010 | loss: 0.0311441 | val_loss: 0.0311581 | Time: 4311.67 ms [2022-04-10 22:23:34 main:574] : INFO : Epoch 2011 | loss: 0.031144 | val_loss: 0.0311577 | Time: 4377 ms [2022-04-10 22:23:39 main:574] : INFO : Epoch 2012 | loss: 0.0311491 | val_loss: 0.031158 | Time: 4632.82 ms [2022-04-10 22:23:43 main:574] : INFO : Epoch 2013 | loss: 0.0311454 | val_loss: 0.0311565 | Time: 4285.39 ms [2022-04-10 22:23:47 main:574] : INFO : Epoch 2014 | loss: 0.031145 | val_loss: 0.0311587 | Time: 4300.55 ms [2022-04-10 22:23:51 main:574] : INFO : Epoch 2015 | loss: 0.0311451 | val_loss: 0.0311549 | Time: 4219.7 ms [2022-04-10 22:23:56 main:574] : INFO : Epoch 2016 | loss: 0.0311458 | val_loss: 0.0311552 | Time: 4190.17 ms [2022-04-10 22:24:00 main:574] : INFO : Epoch 2017 | loss: 0.0311455 | val_loss: 0.0311544 | Time: 4386.79 ms [2022-04-10 22:24:04 main:574] : INFO : Epoch 2018 | loss: 0.0311446 | val_loss: 0.0311554 | Time: 4329.92 ms [2022-04-10 22:24:09 main:574] : INFO : Epoch 2019 | loss: 0.031144 | val_loss: 0.0311529 | Time: 4507.65 ms [2022-04-10 22:24:13 main:574] : INFO : Epoch 2020 | loss: 0.0311448 | val_loss: 0.0311529 | Time: 4191.95 ms [2022-04-10 22:24:17 main:574] : INFO : Epoch 2021 | loss: 0.0311432 | val_loss: 0.0311548 | Time: 4350.22 ms [2022-04-10 22:24:22 main:574] : INFO : Epoch 2022 | loss: 0.0311441 | val_loss: 0.0311545 | Time: 4261.24 ms [2022-04-10 22:24:26 main:574] : INFO : Epoch 2023 | loss: 0.0311472 | val_loss: 0.0311532 | Time: 4399.91 ms [2022-04-10 22:24:30 main:574] : INFO : Epoch 2024 | loss: 0.0311441 | val_loss: 0.0311521 | Time: 4339.72 ms [2022-04-10 22:24:35 main:574] : INFO : Epoch 2025 | loss: 0.0311453 | val_loss: 0.0311542 | Time: 4302.96 ms [2022-04-10 22:24:39 main:574] : INFO : Epoch 2026 | loss: 0.0311436 | val_loss: 0.0311536 | Time: 4284.95 ms [2022-04-10 22:24:43 main:574] : INFO : Epoch 2027 | loss: 0.0311425 | val_loss: 0.0311531 | Time: 4370.01 ms [2022-04-10 22:24:48 main:574] : INFO : Epoch 2028 | loss: 0.031143 | val_loss: 0.0311531 | Time: 4479.51 ms [2022-04-10 22:24:52 main:574] : INFO : Epoch 2029 | loss: 0.0311438 | val_loss: 0.0311532 | Time: 4344.22 ms [2022-04-10 22:24:57 main:574] : INFO : Epoch 2030 | loss: 0.0311417 | val_loss: 0.031153 | Time: 4443.63 ms [2022-04-10 22:25:01 main:574] : INFO : Epoch 2031 | loss: 0.0311454 | val_loss: 0.0311572 | Time: 4522.44 ms [2022-04-10 22:25:05 main:574] : INFO : Epoch 2032 | loss: 0.0311464 | val_loss: 0.0311559 | Time: 4133.6 ms [2022-04-10 22:25:10 main:574] : INFO : Epoch 2033 | loss: 0.0311424 | val_loss: 0.0311547 | Time: 4555.5 ms [2022-04-10 22:25:15 main:574] : INFO : Epoch 2034 | loss: 0.0311416 | val_loss: 0.0311545 | Time: 4549.76 ms [2022-04-10 22:25:19 main:574] : INFO : Epoch 2035 | loss: 0.0311414 | val_loss: 0.0311533 | Time: 4396.47 ms [2022-04-10 22:25:23 main:574] : INFO : Epoch 2036 | loss: 0.0311428 | val_loss: 0.031153 | Time: 4390.36 ms [2022-04-10 22:25:28 main:574] : INFO : Epoch 2037 | loss: 0.031143 | val_loss: 0.031156 | Time: 4520.35 ms [2022-04-10 22:25:32 main:574] : INFO : Epoch 2038 | loss: 0.0311464 | val_loss: 0.0311584 | Time: 4437.83 ms [2022-04-10 22:25:37 main:574] : INFO : Epoch 2039 | loss: 0.0311478 | val_loss: 0.0311583 | Time: 4296.37 ms [2022-04-10 22:25:41 main:574] : INFO : Epoch 2040 | loss: 0.0311466 | val_loss: 0.031155 | Time: 4621.61 ms [2022-04-10 22:25:46 main:574] : INFO : Epoch 2041 | loss: 0.0311433 | val_loss: 0.0311593 | Time: 4467.45 ms [2022-04-10 22:25:50 main:574] : INFO : Epoch 2042 | loss: 0.0311443 | val_loss: 0.0311616 | Time: 4344.17 ms [2022-04-10 22:25:54 main:574] : INFO : Epoch 2043 | loss: 0.0311444 | val_loss: 0.0311576 | Time: 4259.28 ms [2022-04-10 22:25:59 main:574] : INFO : Epoch 2044 | loss: 0.0311432 | val_loss: 0.0311556 | Time: 4260.15 ms [2022-04-10 22:26:03 main:574] : INFO : Epoch 2045 | loss: 0.0311421 | val_loss: 0.0311548 | Time: 4375.53 ms [2022-04-10 22:26:07 main:574] : INFO : Epoch 2046 | loss: 0.0311414 | val_loss: 0.0311561 | Time: 4164.5 ms [2022-04-10 22:26:12 main:574] : INFO : Epoch 2047 | loss: 0.0311409 | val_loss: 0.0311566 | Time: 4484.51 ms [2022-04-10 22:26:16 main:574] : INFO : Epoch 2048 | loss: 0.0311459 | val_loss: 0.0311573 | Time: 4373.97 ms [2022-04-10 22:26:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311573 [2022-04-10 22:26:16 main:603] : INFO : Saving end state to config to file [2022-04-10 22:26:16 main:608] : INFO : Success, exiting.. 22:26:16 (24164): 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)