Task 14176907
| Name | ParityModified-1647046939-27008-2-0_0 |
| Workunit | 11239116 |
| Created | 1 Apr 2022, 5:13:57 UTC |
| Sent | 4 Apr 2022, 22:18:42 UTC |
| Report deadline | 12 Apr 2022, 22:18:42 UTC |
| Received | 10 Apr 2022, 11:27:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 34 min 20 sec |
| CPU time | 2 hours 32 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311561 | val_loss: 0.03116 | Time: 4517.07 ms
[2022-04-10 12:48:46 main:574] : INFO : Epoch 1543 | loss: 0.031158 | val_loss: 0.0311609 | Time: 4496.56 ms
[2022-04-10 12:48:51 main:574] : INFO : Epoch 1544 | loss: 0.0311554 | val_loss: 0.0311607 | Time: 4535.32 ms
[2022-04-10 12:48:55 main:574] : INFO : Epoch 1545 | loss: 0.0311544 | val_loss: 0.031161 | Time: 4434.38 ms
[2022-04-10 12:49:00 main:574] : INFO : Epoch 1546 | loss: 0.0311567 | val_loss: 0.0311611 | Time: 4524.45 ms
[2022-04-10 12:49:04 main:574] : INFO : Epoch 1547 | loss: 0.0311554 | val_loss: 0.0311605 | Time: 4477.19 ms
[2022-04-10 12:49:08 main:574] : INFO : Epoch 1548 | loss: 0.0311547 | val_loss: 0.0311593 | Time: 4477.34 ms
[2022-04-10 12:49:13 main:574] : INFO : Epoch 1549 | loss: 0.0311558 | val_loss: 0.0311637 | Time: 4473.35 ms
[2022-04-10 12:49:17 main:574] : INFO : Epoch 1550 | loss: 0.0311545 | val_loss: 0.0311595 | Time: 4529.18 ms
[2022-04-10 12:49:22 main:574] : INFO : Epoch 1551 | loss: 0.031154 | val_loss: 0.0311603 | Time: 4536.02 ms
[2022-04-10 12:49:27 main:574] : INFO : Epoch 1552 | loss: 0.0311548 | val_loss: 0.0311604 | Time: 4485.92 ms
[2022-04-10 12:49:31 main:574] : INFO : Epoch 1553 | loss: 0.0311543 | val_loss: 0.0311578 | Time: 4486.66 ms
[2022-04-10 12:49:36 main:574] : INFO : Epoch 1554 | loss: 0.0311559 | val_loss: 0.0311667 | Time: 4519.22 ms
[2022-04-10 12:49:40 main:574] : INFO : Epoch 1555 | loss: 0.031155 | val_loss: 0.0311594 | Time: 4549.33 ms
[2022-04-10 12:49:45 main:574] : INFO : Epoch 1556 | loss: 0.0311548 | val_loss: 0.0311592 | Time: 4518.18 ms
[2022-04-10 12:49:49 main:574] : INFO : Epoch 1557 | loss: 0.0311528 | val_loss: 0.0311598 | Time: 4389.42 ms
[2022-04-10 12:49:54 main:574] : INFO : Epoch 1558 | loss: 0.0311525 | val_loss: 0.03116 | Time: 4529.38 ms
[2022-04-10 12:49:58 main:574] : INFO : Epoch 1559 | loss: 0.0311533 | val_loss: 0.0311573 | Time: 4485.19 ms
[2022-04-10 12:50:03 main:574] : INFO : Epoch 1560 | loss: 0.0311537 | val_loss: 0.0311585 | Time: 4514.33 ms
[2022-04-10 12:50:07 main:574] : INFO : Epoch 1561 | loss: 0.0311532 | val_loss: 0.0311633 | Time: 4432.73 ms
[2022-04-10 12:50:12 main:574] : INFO : Epoch 1562 | loss: 0.0311549 | val_loss: 0.031158 | Time: 4523.71 ms
[2022-04-10 12:50:16 main:574] : INFO : Epoch 1563 | loss: 0.0311552 | val_loss: 0.0311596 | Time: 4485.13 ms
[2022-04-10 12:50:21 main:574] : INFO : Epoch 1564 | loss: 0.031152 | val_loss: 0.0311639 | Time: 4523.55 ms
[2022-04-10 12:50:25 main:574] : INFO : Epoch 1565 | loss: 0.0311546 | val_loss: 0.031159 | Time: 4498.33 ms
[2022-04-10 12:50:30 main:574] : INFO : Epoch 1566 | loss: 0.0311559 | val_loss: 0.0311606 | Time: 4580.61 ms
[2022-04-10 12:50:34 main:574] : INFO : Epoch 1567 | loss: 0.0311558 | val_loss: 0.0311573 | Time: 4470.69 ms
[2022-04-10 12:50:39 main:574] : INFO : Epoch 1568 | loss: 0.031153 | val_loss: 0.0311576 | Time: 4541.59 ms
[2022-04-10 12:50:43 main:574] : INFO : Epoch 1569 | loss: 0.0311524 | val_loss: 0.0311591 | Time: 4542.86 ms
[2022-04-10 12:50:48 main:574] : INFO : Epoch 1570 | loss: 0.0311534 | val_loss: 0.0311576 | Time: 4444.67 ms
[2022-04-10 12:50:52 main:574] : INFO : Epoch 1571 | loss: 0.0311539 | val_loss: 0.0311638 | Time: 4553.57 ms
[2022-04-10 12:50:57 main:574] : INFO : Epoch 1572 | loss: 0.0311563 | val_loss: 0.0311661 | Time: 4531.44 ms
[2022-04-10 12:51:01 main:574] : INFO : Epoch 1573 | loss: 0.0311652 | val_loss: 0.0311699 | Time: 4473.73 ms
[2022-04-10 12:51:06 main:574] : INFO : Epoch 1574 | loss: 0.031157 | val_loss: 0.0311583 | Time: 4491.5 ms
[2022-04-10 12:51:10 main:574] : INFO : Epoch 1575 | loss: 0.0311513 | val_loss: 0.0311649 | Time: 4532.26 ms
[2022-04-10 12:51:15 main:574] : INFO : Epoch 1576 | loss: 0.0311533 | val_loss: 0.0311591 | Time: 4465.46 ms
[2022-04-10 12:51:19 main:574] : INFO : Epoch 1577 | loss: 0.0311525 | val_loss: 0.0311585 | Time: 4493.38 ms
[2022-04-10 12:51:24 main:574] : INFO : Epoch 1578 | loss: 0.0311514 | val_loss: 0.031159 | Time: 4485.27 ms
[2022-04-10 12:51:28 main:574] : INFO : Epoch 1579 | loss: 0.0311504 | val_loss: 0.0311579 | Time: 4483.5 ms
[2022-04-10 12:51:33 main:574] : INFO : Epoch 1580 | loss: 0.0311507 | val_loss: 0.0311597 | Time: 4479.03 ms
[2022-04-10 12:51:37 main:574] : INFO : Epoch 1581 | loss: 0.0311499 | val_loss: 0.0311593 | Time: 4482.42 ms
[2022-04-10 12:51:42 main:574] : INFO : Epoch 1582 | loss: 0.0311495 | val_loss: 0.0311606 | Time: 4493.92 ms
[2022-04-10 12:51:46 main:574] : INFO : Epoch 1583 | loss: 0.0311499 | val_loss: 0.0311602 | Time: 4498.2 ms
[2022-04-10 12:51:51 main:574] : INFO : Epoch 1584 | loss: 0.0311509 | val_loss: 0.0311595 | Time: 4484.95 ms
[2022-04-10 12:51:55 main:574] : INFO : Epoch 1585 | loss: 0.0311516 | val_loss: 0.0311578 | Time: 4484.44 ms
[2022-04-10 12:52:00 main:574] : INFO : Epoch 1586 | loss: 0.0311503 | val_loss: 0.0311588 | Time: 4478.48 ms
[2022-04-10 12:52:04 main:574] : INFO : Epoch 1587 | loss: 0.03115 | val_loss: 0.0311609 | Time: 4485.74 ms
[2022-04-10 12:52:09 main:574] : INFO : Epoch 1588 | loss: 0.0311501 | val_loss: 0.0311616 | Time: 4561.79 ms
[2022-04-10 12:52:13 main:574] : INFO : Epoch 1589 | loss: 0.0311517 | val_loss: 0.0311619 | Time: 4488.08 ms
[2022-04-10 12:52:18 main:574] : INFO : Epoch 1590 | loss: 0.0311499 | val_loss: 0.0311582 | Time: 4595.13 ms
[2022-04-10 12:52:22 main:574] : INFO : Epoch 1591 | loss: 0.0311487 | val_loss: 0.03116 | Time: 4541.44 ms
[2022-04-10 12:52:27 main:574] : INFO : Epoch 1592 | loss: 0.0311492 | val_loss: 0.0311596 | Time: 4485.04 ms
[2022-04-10 12:52:31 main:574] : INFO : Epoch 1593 | loss: 0.0311497 | val_loss: 0.0311606 | Time: 4515.95 ms
[2022-04-10 12:52:36 main:574] : INFO : Epoch 1594 | loss: 0.0311481 | val_loss: 0.0311593 | Time: 4545.57 ms
[2022-04-10 12:52:40 main:574] : INFO : Epoch 1595 | loss: 0.0311491 | val_loss: 0.0311626 | Time: 4484.79 ms
[2022-04-10 12:52:45 main:574] : INFO : Epoch 1596 | loss: 0.0311516 | val_loss: 0.0311577 | Time: 4531.52 ms
[2022-04-10 12:52:49 main:574] : INFO : Epoch 1597 | loss: 0.0311512 | val_loss: 0.0311579 | Time: 4474.65 ms
[2022-04-10 12:52:54 main:574] : INFO : Epoch 1598 | loss: 0.0311498 | val_loss: 0.0311586 | Time: 4455.81 ms
[2022-04-10 12:52:58 main:574] : INFO : Epoch 1599 | loss: 0.0311489 | val_loss: 0.0311604 | Time: 4512.67 ms
[2022-04-10 12:53:03 main:574] : INFO : Epoch 1600 | loss: 0.0311489 | val_loss: 0.0311583 | Time: 4467.29 ms
[2022-04-10 12:53:07 main:574] : INFO : Epoch 1601 | loss: 0.0311503 | val_loss: 0.0311589 | Time: 4570.1 ms
[2022-04-10 12:53:12 main:574] : INFO : Epoch 1602 | loss: 0.0311486 | val_loss: 0.0311584 | Time: 4528.85 ms
[2022-04-10 12:53:16 main:574] : INFO : Epoch 1603 | loss: 0.0311488 | val_loss: 0.0311606 | Time: 4506.82 ms
[2022-04-10 12:53:21 main:574] : INFO : Epoch 1604 | loss: 0.0311489 | val_loss: 0.0311605 | Time: 4501.15 ms
[2022-04-10 12:53:25 main:574] : INFO : Epoch 1605 | loss: 0.0311499 | val_loss: 0.0311611 | Time: 4495.02 ms
[2022-04-10 12:53:30 main:574] : INFO : Epoch 1606 | loss: 0.0311497 | val_loss: 0.0311637 | Time: 4506.54 ms
[2022-04-10 12:53:35 main:574] : INFO : Epoch 1607 | loss: 0.0311556 | val_loss: 0.0311643 | Time: 4531.13 ms
[2022-04-10 12:53:39 main:574] : INFO : Epoch 1608 | loss: 0.0311582 | val_loss: 0.0311627 | Time: 4496.27 ms
[2022-04-10 12:53:44 main:574] : INFO : Epoch 1609 | loss: 0.031156 | val_loss: 0.0311606 | Time: 4541.54 ms
[2022-04-10 12:53:48 main:574] : INFO : Epoch 1610 | loss: 0.0311557 | val_loss: 0.0311596 | Time: 4505.77 ms
[2022-04-10 12:53:53 main:574] : INFO : Epoch 1611 | loss: 0.0311586 | val_loss: 0.0311651 | Time: 4575.71 ms
[2022-04-10 12:53:57 main:574] : INFO : Epoch 1612 | loss: 0.0311589 | val_loss: 0.0311593 | Time: 4502.2 ms
[2022-04-10 12:54:02 main:574] : INFO : Epoch 1613 | loss: 0.0311557 | val_loss: 0.0311614 | Time: 4515.38 ms
[2022-04-10 12:54:06 main:574] : INFO : Epoch 1614 | loss: 0.0311554 | val_loss: 0.0311598 | Time: 4548.96 ms
[2022-04-10 12:54:11 main:574] : INFO : Epoch 1615 | loss: 0.0311537 | val_loss: 0.0311612 | Time: 4570.84 ms
[2022-04-10 12:54:15 main:574] : INFO : Epoch 1616 | loss: 0.031154 | val_loss: 0.0311652 | Time: 4540.25 ms
[2022-04-10 12:54:20 main:574] : INFO : Epoch 1617 | loss: 0.0311536 | val_loss: 0.0311625 | Time: 4486.41 ms
[2022-04-10 12:54:24 main:574] : INFO : Epoch 1618 | loss: 0.0311514 | val_loss: 0.0311594 | Time: 4543.77 ms
[2022-04-10 12:54:29 main:574] : INFO : Epoch 1619 | loss: 0.0311514 | val_loss: 0.0311638 | Time: 4490.59 ms
[2022-04-10 12:54:33 main:574] : INFO : Epoch 1620 | loss: 0.0311499 | val_loss: 0.0311619 | Time: 4490.43 ms
[2022-04-10 12:54:38 main:574] : INFO : Epoch 1621 | loss: 0.0311508 | val_loss: 0.0311599 | Time: 4490.17 ms
[2022-04-10 12:54:42 main:574] : INFO : Epoch 1622 | loss: 0.031151 | val_loss: 0.0311603 | Time: 4557.77 ms
[2022-04-10 12:54:47 main:574] : INFO : Epoch 1623 | loss: 0.0311495 | val_loss: 0.0311649 | Time: 4512.97 ms
[2022-04-10 12:54:51 main:574] : INFO : Epoch 1624 | loss: 0.0311516 | val_loss: 0.0311651 | Time: 4485.45 ms
[2022-04-10 12:54:56 main:574] : INFO : Epoch 1625 | loss: 0.0311499 | val_loss: 0.0311619 | Time: 4454.03 ms
[2022-04-10 12:55:00 main:574] : INFO : Epoch 1626 | loss: 0.0311493 | val_loss: 0.0311625 | Time: 4534.19 ms
[2022-04-10 12:55:05 main:574] : INFO : Epoch 1627 | loss: 0.0311496 | val_loss: 0.0311615 | Time: 4546.97 ms
[2022-04-10 12:55:09 main:574] : INFO : Epoch 1628 | loss: 0.0311485 | val_loss: 0.031161 | Time: 4476.38 ms
[2022-04-10 12:55:14 main:574] : INFO : Epoch 1629 | loss: 0.0311488 | val_loss: 0.0311599 | Time: 4490.88 ms
[2022-04-10 12:55:18 main:574] : INFO : Epoch 1630 | loss: 0.0311477 | val_loss: 0.0311611 | Time: 4516.53 ms
[2022-04-10 12:55:23 main:574] : INFO : Epoch 1631 | loss: 0.0311476 | val_loss: 0.0311627 | Time: 4518.5 ms
[2022-04-10 12:55:28 main:574] : INFO : Epoch 1632 | loss: 0.031148 | val_loss: 0.0311602 | Time: 4537.24 ms
[2022-04-10 12:55:32 main:574] : INFO : Epoch 1633 | loss: 0.0311493 | val_loss: 0.0311696 | Time: 4505.83 ms
[2022-04-10 12:55:37 main:574] : INFO : Epoch 1634 | loss: 0.0311539 | val_loss: 0.0311602 | Time: 4563.43 ms
[2022-04-10 12:55:41 main:574] : INFO : Epoch 1635 | loss: 0.0311514 | val_loss: 0.0311654 | Time: 4509.1 ms
[2022-04-10 12:55:46 main:574] : INFO : Epoch 1636 | loss: 0.0311543 | val_loss: 0.0311601 | Time: 4486.3 ms
[2022-04-10 12:55:50 main:574] : INFO : Epoch 1637 | loss: 0.0311519 | val_loss: 0.0311617 | Time: 4514.45 ms
[2022-04-10 12:55:55 main:574] : INFO : Epoch 1638 | loss: 0.0311469 | val_loss: 0.0311617 | Time: 4569.08 ms
[2022-04-10 12:55:59 main:574] : INFO : Epoch 1639 | loss: 0.0311521 | val_loss: 0.0311593 | Time: 4495.08 ms
[2022-04-10 12:56:04 main:574] : INFO : Epoch 1640 | loss: 0.031154 | val_loss: 0.0311595 | Time: 4469.4 ms
[2022-04-10 12:56:08 main:574] : INFO : Epoch 1641 | loss: 0.0311579 | val_loss: 0.0311878 | Time: 4475.04 ms
[2022-04-10 12:56:13 main:574] : INFO : Epoch 1642 | loss: 0.0311587 | val_loss: 0.0311708 | Time: 4535.21 ms
[2022-04-10 12:56:17 main:574] : INFO : Epoch 1643 | loss: 0.0311526 | val_loss: 0.0311643 | Time: 4452.53 ms
[2022-04-10 12:56:22 main:574] : INFO : Epoch 1644 | loss: 0.0311492 | val_loss: 0.0311602 | Time: 4501.51 ms
[2022-04-10 12:56:26 main:574] : INFO : Epoch 1645 | loss: 0.0311488 | val_loss: 0.0311609 | Time: 4497.62 ms
[2022-04-10 12:56:31 main:574] : INFO : Epoch 1646 | loss: 0.0311496 | val_loss: 0.0311633 | Time: 4542.03 ms
[2022-04-10 12:56:35 main:574] : INFO : Epoch 1647 | loss: 0.0311477 | val_loss: 0.0311665 | Time: 4489.66 ms
[2022-04-10 12:56:40 main:574] : INFO : Epoch 1648 | loss: 0.031148 | val_loss: 0.0311602 | Time: 4574.03 ms
[2022-04-10 12:56:44 main:574] : INFO : Epoch 1649 | loss: 0.0311489 | val_loss: 0.0311659 | Time: 4560.79 ms
[2022-04-10 12:56:49 main:574] : INFO : Epoch 1650 | loss: 0.0311485 | val_loss: 0.0311596 | Time: 4502.98 ms
[2022-04-10 12:56:53 main:574] : INFO : Epoch 1651 | loss: 0.0311475 | val_loss: 0.0311584 | Time: 4438.47 ms
[2022-04-10 12:56:58 main:574] : INFO : Epoch 1652 | loss: 0.0311472 | val_loss: 0.0311637 | Time: 4531.45 ms
[2022-04-10 12:57:02 main:574] : INFO : Epoch 1653 | loss: 0.0311485 | val_loss: 0.0311622 | Time: 4473.81 ms
[2022-04-10 12:57:07 main:574] : INFO : Epoch 1654 | loss: 0.0311488 | val_loss: 0.0311656 | Time: 4491.53 ms
[2022-04-10 12:57:11 main:574] : INFO : Epoch 1655 | loss: 0.0311508 | val_loss: 0.031163 | Time: 4490.96 ms
[2022-04-10 12:57:16 main:574] : INFO : Epoch 1656 | loss: 0.0311482 | val_loss: 0.0311609 | Time: 4550.61 ms
[2022-04-10 12:57:20 main:574] : INFO : Epoch 1657 | loss: 0.031147 | val_loss: 0.0311581 | Time: 4460.65 ms
[2022-04-10 12:57:25 main:574] : INFO : Epoch 1658 | loss: 0.0311475 | val_loss: 0.0311589 | Time: 4539.11 ms
[2022-04-10 12:57:29 main:574] : INFO : Epoch 1659 | loss: 0.0311472 | val_loss: 0.0311606 | Time: 4489.5 ms
[2022-04-10 12:57:34 main:574] : INFO : Epoch 1660 | loss: 0.0311474 | val_loss: 0.0311601 | Time: 4531.94 ms
[2022-04-10 12:57:38 main:574] : INFO : Epoch 1661 | loss: 0.0311457 | val_loss: 0.0311602 | Time: 4456.24 ms
[2022-04-10 12:57:43 main:574] : INFO : Epoch 1662 | loss: 0.0311452 | val_loss: 0.0311595 | Time: 4476.94 ms
[2022-04-10 12:57:47 main:574] : INFO : Epoch 1663 | loss: 0.0311477 | val_loss: 0.0311623 | Time: 4468.11 ms
[2022-04-10 12:57:52 main:574] : INFO : Epoch 1664 | loss: 0.0311488 | val_loss: 0.0311663 | Time: 4526.08 ms
[2022-04-10 12:57:56 main:574] : INFO : Epoch 1665 | loss: 0.0311467 | val_loss: 0.0311597 | Time: 4487.32 ms
[2022-04-10 12:58:01 main:574] : INFO : Epoch 1666 | loss: 0.0311455 | val_loss: 0.0311614 | Time: 4541.49 ms
[2022-04-10 12:58:05 main:574] : INFO : Epoch 1667 | loss: 0.0311462 | val_loss: 0.0311608 | Time: 4516.2 ms
[2022-04-10 12:58:10 main:574] : INFO : Epoch 1668 | loss: 0.0311487 | val_loss: 0.0311649 | Time: 4549.15 ms
[2022-04-10 12:58:14 main:574] : INFO : Epoch 1669 | loss: 0.0311455 | val_loss: 0.0311645 | Time: 4519.09 ms
[2022-04-10 12:58:19 main:574] : INFO : Epoch 1670 | loss: 0.0311485 | val_loss: 0.0311708 | Time: 4495.48 ms
[2022-04-10 12:58:23 main:574] : INFO : Epoch 1671 | loss: 0.0311469 | val_loss: 0.0311634 | Time: 4504.56 ms
[2022-04-10 12:58:28 main:574] : INFO : Epoch 1672 | loss: 0.0311447 | val_loss: 0.0311715 | Time: 4564.42 ms
[2022-04-10 12:58:33 main:574] : INFO : Epoch 1673 | loss: 0.0311462 | val_loss: 0.0311664 | Time: 4526.84 ms
[2022-04-10 12:58:37 main:574] : INFO : Epoch 1674 | loss: 0.0311481 | val_loss: 0.031162 | Time: 4511.01 ms
[2022-04-10 12:58:42 main:574] : INFO : Epoch 1675 | loss: 0.0311456 | val_loss: 0.0311636 | Time: 4508.59 ms
[2022-04-10 12:58:46 main:574] : INFO : Epoch 1676 | loss: 0.0311464 | val_loss: 0.0311636 | Time: 4483.35 ms
[2022-04-10 12:58:51 main:574] : INFO : Epoch 1677 | loss: 0.0311483 | val_loss: 0.0311633 | Time: 4545.04 ms
[2022-04-10 12:58:55 main:574] : INFO : Epoch 1678 | loss: 0.031149 | val_loss: 0.0311634 | Time: 4527.9 ms
[2022-04-10 12:59:00 main:574] : INFO : Epoch 1679 | loss: 0.0311458 | val_loss: 0.0311601 | Time: 4475.31 ms
[2022-04-10 12:59:04 main:574] : INFO : Epoch 1680 | loss: 0.031147 | val_loss: 0.0311664 | Time: 4565.22 ms
[2022-04-10 12:59:09 main:574] : INFO : Epoch 1681 | loss: 0.0311491 | val_loss: 0.031161 | Time: 4484.66 ms
[2022-04-10 12:59:13 main:574] : INFO : Epoch 1682 | loss: 0.0311443 | val_loss: 0.0311609 | Time: 4543.16 ms
[2022-04-10 12:59:18 main:574] : INFO : Epoch 1683 | loss: 0.0311444 | val_loss: 0.031158 | Time: 4528.89 ms
[2022-04-10 12:59:22 main:574] : INFO : Epoch 1684 | loss: 0.0311438 | val_loss: 0.0311578 | Time: 4547.98 ms
[2022-04-10 12:59:27 main:574] : INFO : Epoch 1685 | loss: 0.0311437 | val_loss: 0.0311594 | Time: 4514.81 ms
[2022-04-10 12:59:31 main:574] : INFO : Epoch 1686 | loss: 0.0311444 | val_loss: 0.0311614 | Time: 4494.54 ms
[2022-04-10 12:59:36 main:574] : INFO : Epoch 1687 | loss: 0.031145 | val_loss: 0.0311603 | Time: 4463.77 ms
[2022-04-10 12:59:40 main:574] : INFO : Epoch 1688 | loss: 0.0311463 | val_loss: 0.0311679 | Time: 4509.63 ms
[2022-04-10 12:59:45 main:574] : INFO : Epoch 1689 | loss: 0.0311499 | val_loss: 0.0311654 | Time: 4459.78 ms
[2022-04-10 12:59:49 main:574] : INFO : Epoch 1690 | loss: 0.0311472 | val_loss: 0.0311602 | Time: 4586.12 ms
[2022-04-10 12:59:54 main:574] : INFO : Epoch 1691 | loss: 0.0311472 | val_loss: 0.031162 | Time: 4510.49 ms
[2022-04-10 12:59:58 main:574] : INFO : Epoch 1692 | loss: 0.0311478 | val_loss: 0.0311594 | Time: 4491.19 ms
[2022-04-10 13:00:03 main:574] : INFO : Epoch 1693 | loss: 0.0311454 | val_loss: 0.031162 | Time: 4529.87 ms
[2022-04-10 13:00:07 main:574] : INFO : Epoch 1694 | loss: 0.0311474 | val_loss: 0.0311585 | Time: 4510.97 ms
[2022-04-10 13:00:12 main:574] : INFO : Epoch 1695 | loss: 0.0311457 | val_loss: 0.0311603 | Time: 4446.95 ms
[2022-04-10 13:00:16 main:574] : INFO : Epoch 1696 | loss: 0.0311467 | val_loss: 0.0311606 | Time: 4448.92 ms
[2022-04-10 13:00:21 main:574] : INFO : Epoch 1697 | loss: 0.0311449 | val_loss: 0.03116 | Time: 4510.21 ms
[2022-04-10 13:00:25 main:574] : INFO : Epoch 1698 | loss: 0.0311451 | val_loss: 0.031163 | Time: 4521.93 ms
[2022-04-10 13:00:30 main:574] : INFO : Epoch 1699 | loss: 0.0311442 | val_loss: 0.0311572 | Time: 4518.49 ms
[2022-04-10 13:00:34 main:574] : INFO : Epoch 1700 | loss: 0.0311434 | val_loss: 0.0311588 | Time: 4484 ms
[2022-04-10 13:00:39 main:574] : INFO : Epoch 1701 | loss: 0.0311446 | val_loss: 0.0311638 | Time: 4450.47 ms
[2022-04-10 13:00:43 main:574] : INFO : Epoch 1702 | loss: 0.0311456 | val_loss: 0.0311654 | Time: 4536.62 ms
[2022-04-10 13:00:48 main:574] : INFO : Epoch 1703 | loss: 0.0311446 | val_loss: 0.0311644 | Time: 4554.14 ms
[2022-04-10 13:00:53 main:574] : INFO : Epoch 1704 | loss: 0.0311473 | val_loss: 0.0311602 | Time: 4498.5 ms
[2022-04-10 13:00:57 main:574] : INFO : Epoch 1705 | loss: 0.0311489 | val_loss: 0.0311638 | Time: 4489.3 ms
[2022-04-10 13:01:02 main:574] : INFO : Epoch 1706 | loss: 0.0311541 | val_loss: 0.0311613 | Time: 4552.49 ms
[2022-04-10 13:01:06 main:574] : INFO : Epoch 1707 | loss: 0.0311533 | val_loss: 0.0311615 | Time: 4470.77 ms
[2022-04-10 13:01:11 main:574] : INFO : Epoch 1708 | loss: 0.0311538 | val_loss: 0.031158 | Time: 4490.5 ms
[2022-04-10 13:01:15 main:574] : INFO : Epoch 1709 | loss: 0.0311518 | val_loss: 0.0311575 | Time: 4428.88 ms
[2022-04-10 13:01:19 main:574] : INFO : Epoch 1710 | loss: 0.0311508 | val_loss: 0.0311608 | Time: 4483.23 ms
[2022-04-10 13:01:24 main:574] : INFO : Epoch 1711 | loss: 0.0311486 | val_loss: 0.0311605 | Time: 4530.78 ms
[2022-04-10 13:01:28 main:574] : INFO : Epoch 1712 | loss: 0.0311511 | val_loss: 0.0311679 | Time: 4467.58 ms
[2022-04-10 13:01:33 main:574] : INFO : Epoch 1713 | loss: 0.0311508 | val_loss: 0.0311617 | Time: 4509.75 ms
[2022-04-10 13:01:37 main:574] : INFO : Epoch 1714 | loss: 0.0311489 | val_loss: 0.0311617 | Time: 4494.69 ms
[2022-04-10 13:01:42 main:574] : INFO : Epoch 1715 | loss: 0.0311466 | val_loss: 0.03116 | Time: 4505.52 ms
[2022-04-10 13:01:46 main:574] : INFO : Epoch 1716 | loss: 0.0311456 | val_loss: 0.0311601 | Time: 4500.36 ms
[2022-04-10 13:01:51 main:574] : INFO : Epoch 1717 | loss: 0.0311471 | val_loss: 0.0311621 | Time: 4467.02 ms
[2022-04-10 13:01:55 main:574] : INFO : Epoch 1718 | loss: 0.031146 | val_loss: 0.0311627 | Time: 4496.85 ms
[2022-04-10 13:02:00 main:574] : INFO : Epoch 1719 | loss: 0.0311468 | val_loss: 0.031161 | Time: 4502.84 ms
[2022-04-10 13:02:05 main:574] : INFO : Epoch 1720 | loss: 0.0311464 | val_loss: 0.0311598 | Time: 4538.42 ms
[2022-04-10 13:02:09 main:574] : INFO : Epoch 1721 | loss: 0.0311478 | val_loss: 0.0311606 | Time: 4523.83 ms
[2022-04-10 13:02:14 main:574] : INFO : Epoch 1722 | loss: 0.031146 | val_loss: 0.0311588 | Time: 4480.08 ms
[2022-04-10 13:02:18 main:574] : INFO : Epoch 1723 | loss: 0.0311443 | val_loss: 0.0311609 | Time: 4527.52 ms
[2022-04-10 13:02:23 main:574] : INFO : Epoch 1724 | loss: 0.0311459 | val_loss: 0.0311705 | Time: 4497.73 ms
[2022-04-10 13:02:27 main:574] : INFO : Epoch 1725 | loss: 0.0311466 | val_loss: 0.0311581 | Time: 4486.33 ms
[2022-04-10 13:02:32 main:574] : INFO : Epoch 1726 | loss: 0.0311453 | val_loss: 0.0311675 | Time: 4500.22 ms
[2022-04-10 13:02:36 main:574] : INFO : Epoch 1727 | loss: 0.0311466 | val_loss: 0.0311613 | Time: 4477.05 ms
[2022-04-10 13:02:41 main:574] : INFO : Epoch 1728 | loss: 0.0311471 | val_loss: 0.0311603 | Time: 4509.81 ms
[2022-04-10 13:02:45 main:574] : INFO : Epoch 1729 | loss: 0.0311501 | val_loss: 0.0311614 | Time: 4486.09 ms
[2022-04-10 13:02:50 main:574] : INFO : Epoch 1730 | loss: 0.0311488 | val_loss: 0.031161 | Time: 4523.03 ms
[2022-04-10 13:02:54 main:574] : INFO : Epoch 1731 | loss: 0.0311518 | val_loss: 0.0311641 | Time: 4564.06 ms
[2022-04-10 13:02:59 main:574] : INFO : Epoch 1732 | loss: 0.0311506 | val_loss: 0.0311672 | Time: 4518.65 ms
[2022-04-10 13:03:03 main:574] : INFO : Epoch 1733 | loss: 0.031149 | val_loss: 0.031163 | Time: 4581.42 ms
[2022-04-10 13:03:08 main:574] : INFO : Epoch 1734 | loss: 0.0311449 | val_loss: 0.031164 | Time: 4500.59 ms
[2022-04-10 13:03:12 main:574] : INFO : Epoch 1735 | loss: 0.0311446 | val_loss: 0.0311654 | Time: 4482.57 ms
[2022-04-10 13:03:17 main:574] : INFO : Epoch 1736 | loss: 0.0311448 | val_loss: 0.0311609 | Time: 4541.8 ms
[2022-04-10 13:03:21 main:574] : INFO : Epoch 1737 | loss: 0.0311446 | val_loss: 0.0311586 | Time: 4514.14 ms
[2022-04-10 13:03:26 main:574] : INFO : Epoch 1738 | loss: 0.0311437 | val_loss: 0.0311623 | Time: 4499.22 ms
[2022-04-10 13:03:30 main:574] : INFO : Epoch 1739 | loss: 0.031144 | val_loss: 0.031164 | Time: 4569.45 ms
[2022-04-10 13:03:35 main:574] : INFO : Epoch 1740 | loss: 0.031145 | val_loss: 0.0311625 | Time: 4519.82 ms
[2022-04-10 13:03:39 main:574] : INFO : Epoch 1741 | loss: 0.0311465 | val_loss: 0.0311652 | Time: 4527.02 ms
[2022-04-10 13:03:44 main:574] : INFO : Epoch 1742 | loss: 0.0311468 | val_loss: 0.031163 | Time: 4515.15 ms
[2022-04-10 13:03:48 main:574] : INFO : Epoch 1743 | loss: 0.031145 | val_loss: 0.0311661 | Time: 4556.76 ms
[2022-04-10 13:03:53 main:574] : INFO : Epoch 1744 | loss: 0.0311447 | val_loss: 0.0311674 | Time: 4557.7 ms
[2022-04-10 13:03:58 main:574] : INFO : Epoch 1745 | loss: 0.0311466 | val_loss: 0.0311643 | Time: 4488.32 ms
[2022-04-10 13:04:02 main:574] : INFO : Epoch 1746 | loss: 0.031144 | val_loss: 0.0311638 | Time: 4523.55 ms
[2022-04-10 13:04:07 main:574] : INFO : Epoch 1747 | loss: 0.0311439 | val_loss: 0.0311638 | Time: 4518.8 ms
[2022-04-10 13:04:11 main:574] : INFO : Epoch 1748 | loss: 0.0311413 | val_loss: 0.0311595 | Time: 4502.07 ms
[2022-04-10 13:04:16 main:574] : INFO : Epoch 1749 | loss: 0.0311432 | val_loss: 0.0311683 | Time: 4576.88 ms
[2022-04-10 13:04:20 main:574] : INFO : Epoch 1750 | loss: 0.0311459 | val_loss: 0.0311692 | Time: 4471.42 ms
[2022-04-10 13:04:25 main:574] : INFO : Epoch 1751 | loss: 0.0311426 | val_loss: 0.0311651 | Time: 4509.24 ms
[2022-04-10 13:04:29 main:574] : INFO : Epoch 1752 | loss: 0.0311436 | val_loss: 0.0311602 | Time: 4513.04 ms
[2022-04-10 13:04:34 main:574] : INFO : Epoch 1753 | loss: 0.0311421 | val_loss: 0.0311623 | Time: 4511.88 ms
[2022-04-10 13:04:38 main:574] : INFO : Epoch 1754 | loss: 0.031144 | val_loss: 0.0311649 | Time: 4578.58 ms
[2022-04-10 13:04:43 main:574] : INFO : Epoch 1755 | loss: 0.031143 | val_loss: 0.0311596 | Time: 4535.11 ms
[2022-04-10 13:04:47 main:574] : INFO : Epoch 1756 | loss: 0.0311422 | val_loss: 0.0311619 | Time: 4509.68 ms
[2022-04-10 13:04:52 main:574] : INFO : Epoch 1757 | loss: 0.0311406 | val_loss: 0.0311631 | Time: 4584.57 ms
[2022-04-10 13:04:56 main:574] : INFO : Epoch 1758 | loss: 0.0311407 | val_loss: 0.0311645 | Time: 4456.78 ms
[2022-04-10 13:05:01 main:574] : INFO : Epoch 1759 | loss: 0.0311398 | val_loss: 0.0311622 | Time: 4483.48 ms
[2022-04-10 13:05:05 main:574] : INFO : Epoch 1760 | loss: 0.0311417 | val_loss: 0.031162 | Time: 4499.59 ms
[2022-04-10 13:05:10 main:574] : INFO : Epoch 1761 | loss: 0.0311433 | val_loss: 0.0311638 | Time: 4546.64 ms
[2022-04-10 13:05:14 main:574] : INFO : Epoch 1762 | loss: 0.0311413 | val_loss: 0.0311691 | Time: 4529.98 ms
[2022-04-10 13:05:19 main:574] : INFO : Epoch 1763 | loss: 0.031144 | val_loss: 0.0311599 | Time: 4511.17 ms
[2022-04-10 13:05:24 main:574] : INFO : Epoch 1764 | loss: 0.0311424 | val_loss: 0.0311622 | Time: 4571.34 ms
[2022-04-10 13:05:28 main:574] : INFO : Epoch 1765 | loss: 0.0311435 | val_loss: 0.0311613 | Time: 4535.4 ms
[2022-04-10 13:05:33 main:574] : INFO : Epoch 1766 | loss: 0.0311441 | val_loss: 0.0311618 | Time: 4578.48 ms
[2022-04-10 13:05:37 main:574] : INFO : Epoch 1767 | loss: 0.0311432 | val_loss: 0.0311612 | Time: 4518.61 ms
[2022-04-10 13:05:42 main:574] : INFO : Epoch 1768 | loss: 0.03114 | val_loss: 0.0311607 | Time: 4533.76 ms
[2022-04-10 13:05:46 main:574] : INFO : Epoch 1769 | loss: 0.0311412 | val_loss: 0.0311627 | Time: 4495.11 ms
[2022-04-10 13:05:51 main:574] : INFO : Epoch 1770 | loss: 0.0311423 | val_loss: 0.0311588 | Time: 4471.03 ms
[2022-04-10 13:05:55 main:574] : INFO : Epoch 1771 | loss: 0.0311421 | val_loss: 0.0311672 | Time: 4516.6 ms
[2022-04-10 13:06:00 main:574] : INFO : Epoch 1772 | loss: 0.0311439 | val_loss: 0.0311607 | Time: 4528.69 ms
[2022-04-10 13:06:04 main:574] : INFO : Epoch 1773 | loss: 0.0311435 | val_loss: 0.031167 | Time: 4513.72 ms
[2022-04-10 13:06:09 main:574] : INFO : Epoch 1774 | loss: 0.0311411 | val_loss: 0.0311627 | Time: 4454.1 ms
[2022-04-10 13:06:13 main:574] : INFO : Epoch 1775 | loss: 0.0311408 | val_loss: 0.0311612 | Time: 4528.08 ms
[2022-04-10 13:06:18 main:574] : INFO : Epoch 1776 | loss: 0.0311437 | val_loss: 0.0311624 | Time: 4498.89 ms
[2022-04-10 13:06:22 main:574] : INFO : Epoch 1777 | loss: 0.0311431 | val_loss: 0.0311632 | Time: 4461.18 ms
[2022-04-10 13:06:27 main:574] : INFO : Epoch 1778 | loss: 0.0311406 | val_loss: 0.0311633 | Time: 4461.39 ms
[2022-04-10 13:06:31 main:574] : INFO : Epoch 1779 | loss: 0.0311436 | val_loss: 0.0311606 | Time: 4558.7 ms
[2022-04-10 13:06:36 main:574] : INFO : Epoch 1780 | loss: 0.0311425 | val_loss: 0.0311698 | Time: 4489.07 ms
[2022-04-10 13:06:40 main:574] : INFO : Epoch 1781 | loss: 0.031141 | val_loss: 0.0311585 | Time: 4469.68 ms
[2022-04-10 13:06:45 main:574] : INFO : Epoch 1782 | loss: 0.0311392 | val_loss: 0.0311655 | Time: 4525.33 ms
[2022-04-10 13:06:49 main:574] : INFO : Epoch 1783 | loss: 0.0311408 | val_loss: 0.0311616 | Time: 4520.19 ms
[2022-04-10 13:06:54 main:574] : INFO : Epoch 1784 | loss: 0.0311401 | val_loss: 0.0311593 | Time: 4531.26 ms
[2022-04-10 13:06:58 main:574] : INFO : Epoch 1785 | loss: 0.0311415 | val_loss: 0.0311611 | Time: 4506.59 ms
[2022-04-10 13:07:03 main:574] : INFO : Epoch 1786 | loss: 0.0311435 | val_loss: 0.0311653 | Time: 4529.15 ms
[2022-04-10 13:07:07 main:574] : INFO : Epoch 1787 | loss: 0.0311413 | val_loss: 0.0311599 | Time: 4522.07 ms
[2022-04-10 13:07:12 main:574] : INFO : Epoch 1788 | loss: 0.0311407 | val_loss: 0.0311597 | Time: 4458.07 ms
[2022-04-10 13:07:16 main:574] : INFO : Epoch 1789 | loss: 0.0311402 | val_loss: 0.03116 | Time: 4520.6 ms
[2022-04-10 13:07:21 main:574] : INFO : Epoch 1790 | loss: 0.0311404 | val_loss: 0.0311685 | Time: 4439.83 ms
[2022-04-10 13:07:25 main:574] : INFO : Epoch 1791 | loss: 0.0311396 | val_loss: 0.0311589 | Time: 4519.56 ms
[2022-04-10 13:07:30 main:574] : INFO : Epoch 1792 | loss: 0.0311405 | val_loss: 0.0311695 | Time: 4511.75 ms
[2022-04-10 13:07:34 main:574] : INFO : Epoch 1793 | loss: 0.031142 | val_loss: 0.031158 | Time: 4518.91 ms
[2022-04-10 13:07:39 main:574] : INFO : Epoch 1794 | loss: 0.0311415 | val_loss: 0.03116 | Time: 4544.16 ms
[2022-04-10 13:07:44 main:574] : INFO : Epoch 1795 | loss: 0.0311398 | val_loss: 0.0311619 | Time: 4557.09 ms
[2022-04-10 13:07:48 main:574] : INFO : Epoch 1796 | loss: 0.0311403 | val_loss: 0.0311601 | Time: 4521.08 ms
[2022-04-10 13:07:53 main:574] : INFO : Epoch 1797 | loss: 0.0311418 | val_loss: 0.0311632 | Time: 4501.74 ms
[2022-04-10 13:07:57 main:574] : INFO : Epoch 1798 | loss: 0.0311393 | val_loss: 0.0311631 | Time: 4534.88 ms
[2022-04-10 13:08:02 main:574] : INFO : Epoch 1799 | loss: 0.0311396 | val_loss: 0.0311712 | Time: 4536.83 ms
[2022-04-10 13:08:06 main:574] : INFO : Epoch 1800 | loss: 0.0311505 | val_loss: 0.0311595 | Time: 4514.31 ms
[2022-04-10 13:08:11 main:574] : INFO : Epoch 1801 | loss: 0.0311555 | val_loss: 0.0311684 | Time: 4454.17 ms
[2022-04-10 13:08:15 main:574] : INFO : Epoch 1802 | loss: 0.0311563 | val_loss: 0.0311636 | Time: 4502.79 ms
[2022-04-10 13:08:20 main:574] : INFO : Epoch 1803 | loss: 0.0311569 | val_loss: 0.0311617 | Time: 4486.77 ms
[2022-04-10 13:08:24 main:574] : INFO : Epoch 1804 | loss: 0.0311562 | val_loss: 0.0311637 | Time: 4584.71 ms
[2022-04-10 13:08:29 main:574] : INFO : Epoch 1805 | loss: 0.0311551 | val_loss: 0.0311621 | Time: 4536.16 ms
[2022-04-10 13:08:33 main:574] : INFO : Epoch 1806 | loss: 0.0311524 | val_loss: 0.0311618 | Time: 4478.62 ms
[2022-04-10 13:08:38 main:574] : INFO : Epoch 1807 | loss: 0.0311498 | val_loss: 0.0311618 | Time: 4494.75 ms
[2022-04-10 13:08:42 main:574] : INFO : Epoch 1808 | loss: 0.0311508 | val_loss: 0.0311632 | Time: 4512.17 ms
[2022-04-10 13:08:47 main:574] : INFO : Epoch 1809 | loss: 0.03115 | val_loss: 0.0311595 | Time: 4546.53 ms
[2022-04-10 13:08:51 main:574] : INFO : Epoch 1810 | loss: 0.0311478 | val_loss: 0.0311647 | Time: 4536.34 ms
[2022-04-10 13:08:56 main:574] : INFO : Epoch 1811 | loss: 0.0311478 | val_loss: 0.0311665 | Time: 4477.15 ms
[2022-04-10 13:09:00 main:574] : INFO : Epoch 1812 | loss: 0.0311479 | val_loss: 0.0311582 | Time: 4482.32 ms
[2022-04-10 13:09:05 main:574] : INFO : Epoch 1813 | loss: 0.0311468 | val_loss: 0.0311606 | Time: 4504.38 ms
[2022-04-10 13:09:09 main:574] : INFO : Epoch 1814 | loss: 0.0311515 | val_loss: 0.0311646 | Time: 4448.29 ms
[2022-04-10 13:09:14 main:574] : INFO : Epoch 1815 | loss: 0.0311635 | val_loss: 0.0311657 | Time: 4520.64 ms
[2022-04-10 13:09:18 main:574] : INFO : Epoch 1816 | loss: 0.0311636 | val_loss: 0.031162 | Time: 4448.25 ms
[2022-04-10 13:09:23 main:574] : INFO : Epoch 1817 | loss: 0.0311577 | val_loss: 0.0311658 | Time: 4526.58 ms
[2022-04-10 13:09:27 main:574] : INFO : Epoch 1818 | loss: 0.0311576 | val_loss: 0.0311598 | Time: 4489.33 ms
[2022-04-10 13:09:32 main:574] : INFO : Epoch 1819 | loss: 0.0311528 | val_loss: 0.0311543 | Time: 4542.25 ms
[2022-04-10 13:09:36 main:574] : INFO : Epoch 1820 | loss: 0.0311502 | val_loss: 0.0311571 | Time: 4549.18 ms
[2022-04-10 13:09:41 main:574] : INFO : Epoch 1821 | loss: 0.0311477 | val_loss: 0.0311549 | Time: 4484.36 ms
[2022-04-10 13:09:45 main:574] : INFO : Epoch 1822 | loss: 0.0311468 | val_loss: 0.031154 | Time: 4425.38 ms
[2022-04-10 13:09:50 main:574] : INFO : Epoch 1823 | loss: 0.0311466 | val_loss: 0.0311549 | Time: 4521.13 ms
[2022-04-10 13:09:54 main:574] : INFO : Epoch 1824 | loss: 0.0311469 | val_loss: 0.0311583 | Time: 4538.04 ms
[2022-04-10 13:09:59 main:574] : INFO : Epoch 1825 | loss: 0.0311464 | val_loss: 0.0311537 | Time: 4521.16 ms
[2022-04-10 13:10:03 main:574] : INFO : Epoch 1826 | loss: 0.0311466 | val_loss: 0.0311557 | Time: 4495.1 ms
[2022-04-10 13:10:08 main:574] : INFO : Epoch 1827 | loss: 0.0311476 | val_loss: 0.0311529 | Time: 4501.81 ms
[2022-04-10 13:10:12 main:574] : INFO : Epoch 1828 | loss: 0.0311466 | val_loss: 0.0311547 | Time: 4489.24 ms
[2022-04-10 13:10:17 main:574] : INFO : Epoch 1829 | loss: 0.0311465 | val_loss: 0.0311569 | Time: 4489.68 ms
[2022-04-10 13:10:21 main:574] : INFO : Epoch 1830 | loss: 0.0311466 | val_loss: 0.0311567 | Time: 4468.98 ms
[2022-04-10 13:10:26 main:574] : INFO : Epoch 1831 | loss: 0.0311448 | val_loss: 0.0311558 | Time: 4523.4 ms
[2022-04-10 13:10:30 main:574] : INFO : Epoch 1832 | loss: 0.0311437 | val_loss: 0.0311549 | Time: 4535.12 ms
[2022-04-10 13:10:35 main:574] : INFO : Epoch 1833 | loss: 0.0311428 | val_loss: 0.03116 | Time: 4482.64 ms
[2022-04-10 13:10:39 main:574] : INFO : Epoch 1834 | loss: 0.0311443 | val_loss: 0.0311554 | Time: 4481.95 ms
[2022-04-10 13:10:44 main:574] : INFO : Epoch 1835 | loss: 0.0311415 | val_loss: 0.0311553 | Time: 4561.74 ms
[2022-04-10 13:10:48 main:574] : INFO : Epoch 1836 | loss: 0.0311426 | val_loss: 0.0311558 | Time: 4517.39 ms
[2022-04-10 13:10:53 main:574] : INFO : Epoch 1837 | loss: 0.0311423 | val_loss: 0.0311624 | Time: 4549.8 ms
[2022-04-10 13:10:58 main:574] : INFO : Epoch 1838 | loss: 0.0311491 | val_loss: 0.0311653 | Time: 4463.43 ms
[2022-04-10 13:11:02 main:574] : INFO : Epoch 1839 | loss: 0.0311458 | val_loss: 0.0311596 | Time: 4422.5 ms
[2022-04-10 13:11:06 main:574] : INFO : Epoch 1840 | loss: 0.0311421 | val_loss: 0.0311568 | Time: 4514.34 ms
[2022-04-10 13:11:11 main:574] : INFO : Epoch 1841 | loss: 0.0311584 | val_loss: 0.0311745 | Time: 4464.18 ms
[2022-04-10 13:11:15 main:574] : INFO : Epoch 1842 | loss: 0.0311527 | val_loss: 0.0311615 | Time: 4539.01 ms
[2022-04-10 13:11:20 main:574] : INFO : Epoch 1843 | loss: 0.031147 | val_loss: 0.0311561 | Time: 4514.18 ms
[2022-04-10 13:11:24 main:574] : INFO : Epoch 1844 | loss: 0.0311452 | val_loss: 0.0311574 | Time: 4496.27 ms
[2022-04-10 13:11:29 main:574] : INFO : Epoch 1845 | loss: 0.0311427 | val_loss: 0.0311547 | Time: 4509.67 ms
[2022-04-10 13:11:33 main:574] : INFO : Epoch 1846 | loss: 0.0311419 | val_loss: 0.0311557 | Time: 4483.38 ms
[2022-04-10 13:11:38 main:574] : INFO : Epoch 1847 | loss: 0.0311439 | val_loss: 0.0311571 | Time: 4496.05 ms
[2022-04-10 13:11:42 main:574] : INFO : Epoch 1848 | loss: 0.0311429 | val_loss: 0.0311549 | Time: 4490.84 ms
[2022-04-10 13:11:47 main:574] : INFO : Epoch 1849 | loss: 0.031146 | val_loss: 0.0311602 | Time: 4461.52 ms
[2022-04-10 13:11:51 main:574] : INFO : Epoch 1850 | loss: 0.031145 | val_loss: 0.0311588 | Time: 4499.64 ms
[2022-04-10 13:11:56 main:574] : INFO : Epoch 1851 | loss: 0.0311418 | val_loss: 0.0311581 | Time: 4464.23 ms
[2022-04-10 13:12:00 main:574] : INFO : Epoch 1852 | loss: 0.0311433 | val_loss: 0.0311564 | Time: 4517.79 ms
[2022-04-10 13:12:05 main:574] : INFO : Epoch 1853 | loss: 0.031145 | val_loss: 0.0311575 | Time: 4471.93 ms
[2022-04-10 13:12:09 main:574] : INFO : Epoch 1854 | loss: 0.0311442 | val_loss: 0.0311604 | Time: 4486.05 ms
[2022-04-10 13:12:14 main:574] : INFO : Epoch 1855 | loss: 0.0311438 | val_loss: 0.0311574 | Time: 4485.98 ms
[2022-04-10 13:12:18 main:574] : INFO : Epoch 1856 | loss: 0.0311443 | val_loss: 0.0311596 | Time: 4508.99 ms
[2022-04-10 13:12:23 main:574] : INFO : Epoch 1857 | loss: 0.0311447 | val_loss: 0.0311579 | Time: 4483.99 ms
[2022-04-10 13:12:27 main:574] : INFO : Epoch 1858 | loss: 0.031143 | val_loss: 0.0311583 | Time: 4542.26 ms
[2022-04-10 13:12:32 main:574] : INFO : Epoch 1859 | loss: 0.0311429 | val_loss: 0.0311584 | Time: 4475.08 ms
[2022-04-10 13:12:36 main:574] : INFO : Epoch 1860 | loss: 0.0311412 | val_loss: 0.031159 | Time: 4479.38 ms
[2022-04-10 13:12:41 main:574] : INFO : Epoch 1861 | loss: 0.0311433 | val_loss: 0.0311598 | Time: 4477.81 ms
[2022-04-10 13:12:45 main:574] : INFO : Epoch 1862 | loss: 0.0311465 | val_loss: 0.0311585 | Time: 4489.42 ms
[2022-04-10 13:12:50 main:574] : INFO : Epoch 1863 | loss: 0.0311451 | val_loss: 0.0311636 | Time: 4548.41 ms
[2022-04-10 13:12:54 main:574] : INFO : Epoch 1864 | loss: 0.0311449 | val_loss: 0.0311569 | Time: 4478.76 ms
[2022-04-10 13:12:59 main:574] : INFO : Epoch 1865 | loss: 0.0311487 | val_loss: 0.0311611 | Time: 4482.87 ms
[2022-04-10 13:13:03 main:574] : INFO : Epoch 1866 | loss: 0.0311488 | val_loss: 0.0311581 | Time: 4456.78 ms
[2022-04-10 13:13:08 main:574] : INFO : Epoch 1867 | loss: 0.0311446 | val_loss: 0.0311621 | Time: 4499.21 ms
[2022-04-10 13:13:12 main:574] : INFO : Epoch 1868 | loss: 0.0311455 | val_loss: 0.0311641 | Time: 4477.23 ms
[2022-04-10 13:13:17 main:574] : INFO : Epoch 1869 | loss: 0.0311472 | val_loss: 0.0311669 | Time: 4492.77 ms
[2022-04-10 13:13:21 main:574] : INFO : Epoch 1870 | loss: 0.0311513 | val_loss: 0.0311627 | Time: 4514.85 ms
[2022-04-10 13:13:26 main:574] : INFO : Epoch 1871 | loss: 0.0311454 | val_loss: 0.0311636 | Time: 4532.81 ms
[2022-04-10 13:13:30 main:574] : INFO : Epoch 1872 | loss: 0.0311463 | val_loss: 0.0311593 | Time: 4545.72 ms
[2022-04-10 13:13:35 main:574] : INFO : Epoch 1873 | loss: 0.031145 | val_loss: 0.0311626 | Time: 4471.87 ms
[2022-04-10 13:13:39 main:574] : INFO : Epoch 1874 | loss: 0.0311442 | val_loss: 0.0311597 | Time: 4566.43 ms
[2022-04-10 13:13:44 main:574] : INFO : Epoch 1875 | loss: 0.0311437 | val_loss: 0.0311634 | Time: 4528.72 ms
[2022-04-10 13:13:49 main:574] : INFO : Epoch 1876 | loss: 0.0311426 | val_loss: 0.0311584 | Time: 4491.47 ms
[2022-04-10 13:13:53 main:574] : INFO : Epoch 1877 | loss: 0.0311439 | val_loss: 0.0311627 | Time: 4558.06 ms
[2022-04-10 13:13:58 main:574] : INFO : Epoch 1878 | loss: 0.0311414 | val_loss: 0.03116 | Time: 4498.29 ms
[2022-04-10 13:14:02 main:574] : INFO : Epoch 1879 | loss: 0.0311447 | val_loss: 0.0311581 | Time: 4479.89 ms
[2022-04-10 13:14:07 main:574] : INFO : Epoch 1880 | loss: 0.0311418 | val_loss: 0.0311584 | Time: 4536.01 ms
[2022-04-10 13:14:11 main:574] : INFO : Epoch 1881 | loss: 0.0311447 | val_loss: 0.0311559 | Time: 4528.87 ms
[2022-04-10 13:14:16 main:574] : INFO : Epoch 1882 | loss: 0.0311426 | val_loss: 0.0311573 | Time: 4563.24 ms
[2022-04-10 13:14:20 main:574] : INFO : Epoch 1883 | loss: 0.0311461 | val_loss: 0.0311597 | Time: 4524.16 ms
[2022-04-10 13:14:25 main:574] : INFO : Epoch 1884 | loss: 0.0311466 | val_loss: 0.0311547 | Time: 4510.06 ms
[2022-04-10 13:14:29 main:574] : INFO : Epoch 1885 | loss: 0.0311438 | val_loss: 0.0311576 | Time: 4548.32 ms
[2022-04-10 13:14:34 main:574] : INFO : Epoch 1886 | loss: 0.0311453 | val_loss: 0.031158 | Time: 4459.8 ms
[2022-04-10 13:14:38 main:574] : INFO : Epoch 1887 | loss: 0.0311458 | val_loss: 0.0311549 | Time: 4503.48 ms
[2022-04-10 13:14:43 main:574] : INFO : Epoch 1888 | loss: 0.0311441 | val_loss: 0.0311556 | Time: 4521.11 ms
[2022-04-10 13:14:47 main:574] : INFO : Epoch 1889 | loss: 0.0311419 | val_loss: 0.031157 | Time: 4545.79 ms
[2022-04-10 13:14:52 main:574] : INFO : Epoch 1890 | loss: 0.0311418 | val_loss: 0.031158 | Time: 4533.61 ms
[2022-04-10 13:14:56 main:574] : INFO : Epoch 1891 | loss: 0.0311417 | val_loss: 0.0311575 | Time: 4521.27 ms
[2022-04-10 13:15:01 main:574] : INFO : Epoch 1892 | loss: 0.0311406 | val_loss: 0.0311634 | Time: 4531.79 ms
[2022-04-10 13:15:05 main:574] : INFO : Epoch 1893 | loss: 0.0311416 | val_loss: 0.0311565 | Time: 4515.49 ms
[2022-04-10 13:15:10 main:574] : INFO : Epoch 1894 | loss: 0.0311403 | val_loss: 0.0311599 | Time: 4475.04 ms
[2022-04-10 13:15:14 main:574] : INFO : Epoch 1895 | loss: 0.0311421 | val_loss: 0.0311575 | Time: 4513 ms
[2022-04-10 13:15:19 main:574] : INFO : Epoch 1896 | loss: 0.0311391 | val_loss: 0.0311585 | Time: 4489.92 ms
[2022-04-10 13:15:23 main:574] : INFO : Epoch 1897 | loss: 0.0311382 | val_loss: 0.0311563 | Time: 4475.89 ms
[2022-04-10 13:15:28 main:574] : INFO : Epoch 1898 | loss: 0.031138 | val_loss: 0.0311578 | Time: 4528.19 ms
[2022-04-10 13:15:33 main:574] : INFO : Epoch 1899 | loss: 0.0311388 | val_loss: 0.0311689 | Time: 4517.41 ms
[2022-04-10 13:15:37 main:574] : INFO : Epoch 1900 | loss: 0.0311425 | val_loss: 0.0311687 | Time: 4563.29 ms
[2022-04-10 13:15:42 main:574] : INFO : Epoch 1901 | loss: 0.0311423 | val_loss: 0.0311602 | Time: 4495.49 ms
[2022-04-10 13:15:46 main:574] : INFO : Epoch 1902 | loss: 0.0311425 | val_loss: 0.0311547 | Time: 4502.37 ms
[2022-04-10 13:15:51 main:574] : INFO : Epoch 1903 | loss: 0.031138 | val_loss: 0.0311527 | Time: 4490.25 ms
[2022-04-10 13:15:55 main:574] : INFO : Epoch 1904 | loss: 0.0311357 | val_loss: 0.0311527 | Time: 4605.5 ms
[2022-04-10 13:16:00 main:574] : INFO : Epoch 1905 | loss: 0.0311373 | val_loss: 0.0311557 | Time: 4521.75 ms
[2022-04-10 13:16:04 main:574] : INFO : Epoch 1906 | loss: 0.0311355 | val_loss: 0.0311537 | Time: 4575.89 ms
[2022-04-10 13:16:09 main:574] : INFO : Epoch 1907 | loss: 0.0311372 | val_loss: 0.0311556 | Time: 4515.37 ms
[2022-04-10 13:16:13 main:574] : INFO : Epoch 1908 | loss: 0.0311386 | val_loss: 0.0311584 | Time: 4524.49 ms
[2022-04-10 13:16:18 main:574] : INFO : Epoch 1909 | loss: 0.0311375 | val_loss: 0.0311573 | Time: 4525.74 ms
[2022-04-10 13:16:22 main:574] : INFO : Epoch 1910 | loss: 0.0311411 | val_loss: 0.0311592 | Time: 4492.25 ms
[2022-04-10 13:16:27 main:574] : INFO : Epoch 1911 | loss: 0.0311406 | val_loss: 0.0311583 | Time: 4445.37 ms
[2022-04-10 13:16:31 main:574] : INFO : Epoch 1912 | loss: 0.0311417 | val_loss: 0.0311541 | Time: 4530.51 ms
[2022-04-10 13:16:36 main:574] : INFO : Epoch 1913 | loss: 0.0311377 | val_loss: 0.0311537 | Time: 4460.48 ms
[2022-04-10 13:16:40 main:574] : INFO : Epoch 1914 | loss: 0.0311374 | val_loss: 0.0311549 | Time: 4534.81 ms
[2022-04-10 13:16:45 main:574] : INFO : Epoch 1915 | loss: 0.0311362 | val_loss: 0.0311565 | Time: 4513.49 ms
[2022-04-10 13:16:49 main:574] : INFO : Epoch 1916 | loss: 0.0311373 | val_loss: 0.0311583 | Time: 4541.58 ms
[2022-04-10 13:16:54 main:574] : INFO : Epoch 1917 | loss: 0.031142 | val_loss: 0.0311601 | Time: 4526.59 ms
[2022-04-10 13:16:58 main:574] : INFO : Epoch 1918 | loss: 0.0311424 | val_loss: 0.0311599 | Time: 4429.18 ms
[2022-04-10 13:17:03 main:574] : INFO : Epoch 1919 | loss: 0.0311413 | val_loss: 0.0311587 | Time: 4504.97 ms
[2022-04-10 13:17:07 main:574] : INFO : Epoch 1920 | loss: 0.0311412 | val_loss: 0.0311577 | Time: 4530.51 ms
[2022-04-10 13:17:12 main:574] : INFO : Epoch 1921 | loss: 0.0311426 | val_loss: 0.0311586 | Time: 4605.05 ms
[2022-04-10 13:17:16 main:574] : INFO : Epoch 1922 | loss: 0.031144 | val_loss: 0.03116 | Time: 4448.58 ms
[2022-04-10 13:17:21 main:574] : INFO : Epoch 1923 | loss: 0.0311513 | val_loss: 0.031159 | Time: 4534.17 ms
[2022-04-10 13:17:26 main:574] : INFO : Epoch 1924 | loss: 0.0311456 | val_loss: 0.0311628 | Time: 4555.35 ms
[2022-04-10 13:17:30 main:574] : INFO : Epoch 1925 | loss: 0.0311447 | val_loss: 0.0311613 | Time: 4500.35 ms
[2022-04-10 13:17:35 main:574] : INFO : Epoch 1926 | loss: 0.0311427 | val_loss: 0.0311577 | Time: 4491.95 ms
[2022-04-10 13:17:39 main:574] : INFO : Epoch 1927 | loss: 0.0311432 | val_loss: 0.0311578 | Time: 4494.4 ms
[2022-04-10 13:17:44 main:574] : INFO : Epoch 1928 | loss: 0.0311431 | val_loss: 0.0311545 | Time: 4443.56 ms
[2022-04-10 13:17:48 main:574] : INFO : Epoch 1929 | loss: 0.0311479 | val_loss: 0.0311602 | Time: 4484.98 ms
[2022-04-10 13:17:52 main:574] : INFO : Epoch 1930 | loss: 0.0311525 | val_loss: 0.0311552 | Time: 4444.66 ms
[2022-04-10 13:17:57 main:574] : INFO : Epoch 1931 | loss: 0.0311443 | val_loss: 0.0311523 | Time: 4559.94 ms
[2022-04-10 13:18:02 main:574] : INFO : Epoch 1932 | loss: 0.0311407 | val_loss: 0.0311527 | Time: 4494.37 ms
[2022-04-10 13:18:06 main:574] : INFO : Epoch 1933 | loss: 0.0311438 | val_loss: 0.031158 | Time: 4488.43 ms
[2022-04-10 13:18:11 main:574] : INFO : Epoch 1934 | loss: 0.031146 | val_loss: 0.0311666 | Time: 4507.48 ms
[2022-04-10 13:18:15 main:574] : INFO : Epoch 1935 | loss: 0.0311441 | val_loss: 0.0311532 | Time: 4537.29 ms
[2022-04-10 13:18:20 main:574] : INFO : Epoch 1936 | loss: 0.0311386 | val_loss: 0.0311519 | Time: 4441.19 ms
[2022-04-10 13:18:24 main:574] : INFO : Epoch 1937 | loss: 0.0311374 | val_loss: 0.0311523 | Time: 4543.7 ms
[2022-04-10 13:18:29 main:574] : INFO : Epoch 1938 | loss: 0.0311374 | val_loss: 0.0311524 | Time: 4584.42 ms
[2022-04-10 13:18:33 main:574] : INFO : Epoch 1939 | loss: 0.0311358 | val_loss: 0.0311584 | Time: 4483.46 ms
[2022-04-10 13:18:38 main:574] : INFO : Epoch 1940 | loss: 0.0311376 | val_loss: 0.03117 | Time: 4478.13 ms
[2022-04-10 13:18:42 main:574] : INFO : Epoch 1941 | loss: 0.0311422 | val_loss: 0.0311591 | Time: 4543.26 ms
[2022-04-10 13:18:47 main:574] : INFO : Epoch 1942 | loss: 0.031135 | val_loss: 0.0311539 | Time: 4524 ms
[2022-04-10 13:18:51 main:574] : INFO : Epoch 1943 | loss: 0.031135 | val_loss: 0.031152 | Time: 4550.88 ms
[2022-04-10 13:18:56 main:574] : INFO : Epoch 1944 | loss: 0.0311361 | val_loss: 0.0311531 | Time: 4528.85 ms
[2022-04-10 13:19:00 main:574] : INFO : Epoch 1945 | loss: 0.0311382 | val_loss: 0.0311607 | Time: 4545.76 ms
[2022-04-10 13:19:05 main:574] : INFO : Epoch 1946 | loss: 0.0311373 | val_loss: 0.0311583 | Time: 4553.03 ms
[2022-04-10 13:19:09 main:574] : INFO : Epoch 1947 | loss: 0.031138 | val_loss: 0.0311561 | Time: 4502.26 ms
[2022-04-10 13:19:14 main:574] : INFO : Epoch 1948 | loss: 0.0311362 | val_loss: 0.0311535 | Time: 4498.34 ms
[2022-04-10 13:19:18 main:574] : INFO : Epoch 1949 | loss: 0.0311369 | val_loss: 0.0311614 | Time: 4561.87 ms
[2022-04-10 13:19:23 main:574] : INFO : Epoch 1950 | loss: 0.0311352 | val_loss: 0.0311563 | Time: 4509.91 ms
[2022-04-10 13:19:28 main:574] : INFO : Epoch 1951 | loss: 0.0311376 | val_loss: 0.0311562 | Time: 4561.19 ms
[2022-04-10 13:19:32 main:574] : INFO : Epoch 1952 | loss: 0.031139 | val_loss: 0.0311526 | Time: 4493.13 ms
[2022-04-10 13:19:37 main:574] : INFO : Epoch 1953 | loss: 0.0311377 | val_loss: 0.0311514 | Time: 4511.18 ms
[2022-04-10 13:19:41 main:574] : INFO : Epoch 1954 | loss: 0.0311382 | val_loss: 0.0311596 | Time: 4573.64 ms
[2022-04-10 13:19:46 main:574] : INFO : Epoch 1955 | loss: 0.0311385 | val_loss: 0.0311555 | Time: 4418.19 ms
[2022-04-10 13:19:50 main:574] : INFO : Epoch 1956 | loss: 0.031137 | val_loss: 0.0311528 | Time: 4496.52 ms
[2022-04-10 13:19:55 main:574] : INFO : Epoch 1957 | loss: 0.0311354 | val_loss: 0.0311545 | Time: 4513.19 ms
[2022-04-10 13:19:59 main:574] : INFO : Epoch 1958 | loss: 0.0311344 | val_loss: 0.0311524 | Time: 4471.74 ms
[2022-04-10 13:20:04 main:574] : INFO : Epoch 1959 | loss: 0.031134 | val_loss: 0.0311502 | Time: 4511.05 ms
[2022-04-10 13:20:08 main:574] : INFO : Epoch 1960 | loss: 0.031136 | val_loss: 0.0311574 | Time: 4528.68 ms
[2022-04-10 13:20:13 main:574] : INFO : Epoch 1961 | loss: 0.0311352 | val_loss: 0.031154 | Time: 4467.72 ms
[2022-04-10 13:20:17 main:574] : INFO : Epoch 1962 | loss: 0.0311367 | val_loss: 0.0311545 | Time: 4536.34 ms
[2022-04-10 13:20:22 main:574] : INFO : Epoch 1963 | loss: 0.0311341 | val_loss: 0.0311682 | Time: 4468.69 ms
[2022-04-10 13:20:26 main:574] : INFO : Epoch 1964 | loss: 0.0311362 | val_loss: 0.0311576 | Time: 4529.75 ms
[2022-04-10 13:20:31 main:574] : INFO : Epoch 1965 | loss: 0.0311344 | val_loss: 0.0311516 | Time: 4486.85 ms
[2022-04-10 13:20:35 main:574] : INFO : Epoch 1966 | loss: 0.0311367 | val_loss: 0.031153 | Time: 4495.09 ms
[2022-04-10 13:20:40 main:574] : INFO : Epoch 1967 | loss: 0.0311356 | val_loss: 0.0311599 | Time: 4570.52 ms
[2022-04-10 13:20:44 main:574] : INFO : Epoch 1968 | loss: 0.0311356 | val_loss: 0.0311534 | Time: 4525.76 ms
[2022-04-10 13:20:49 main:574] : INFO : Epoch 1969 | loss: 0.0311346 | val_loss: 0.0311609 | Time: 4520.46 ms
[2022-04-10 13:20:53 main:574] : INFO : Epoch 1970 | loss: 0.0311328 | val_loss: 0.0311515 | Time: 4440.26 ms
[2022-04-10 13:20:58 main:574] : INFO : Epoch 1971 | loss: 0.031131 | val_loss: 0.0311574 | Time: 4502.4 ms
[2022-04-10 13:21:02 main:574] : INFO : Epoch 1972 | loss: 0.0311311 | val_loss: 0.0311537 | Time: 4535.5 ms
[2022-04-10 13:21:07 main:574] : INFO : Epoch 1973 | loss: 0.0311315 | val_loss: 0.0311589 | Time: 4477.22 ms
[2022-04-10 13:21:11 main:574] : INFO : Epoch 1974 | loss: 0.0311328 | val_loss: 0.0311514 | Time: 4532.94 ms
[2022-04-10 13:21:16 main:574] : INFO : Epoch 1975 | loss: 0.0311337 | val_loss: 0.0311622 | Time: 4612.88 ms
[2022-04-10 13:21:20 main:574] : INFO : Epoch 1976 | loss: 0.0311355 | val_loss: 0.0311552 | Time: 4601.08 ms
[2022-04-10 13:21:25 main:574] : INFO : Epoch 1977 | loss: 0.0311345 | val_loss: 0.03116 | Time: 4563.51 ms
[2022-04-10 13:21:30 main:574] : INFO : Epoch 1978 | loss: 0.0311355 | val_loss: 0.0311563 | Time: 4532.25 ms
[2022-04-10 13:21:34 main:574] : INFO : Epoch 1979 | loss: 0.0311333 | val_loss: 0.0311594 | Time: 4506.95 ms
[2022-04-10 13:21:39 main:574] : INFO : Epoch 1980 | loss: 0.0311345 | val_loss: 0.0311557 | Time: 4496.31 ms
[2022-04-10 13:21:43 main:574] : INFO : Epoch 1981 | loss: 0.0311343 | val_loss: 0.0311543 | Time: 4508.02 ms
[2022-04-10 13:21:48 main:574] : INFO : Epoch 1982 | loss: 0.0311311 | val_loss: 0.0311546 | Time: 4526.82 ms
[2022-04-10 13:21:52 main:574] : INFO : Epoch 1983 | loss: 0.0311314 | val_loss: 0.03116 | Time: 4515.17 ms
[2022-04-10 13:21:57 main:574] : INFO : Epoch 1984 | loss: 0.0311328 | val_loss: 0.0311562 | Time: 4506.8 ms
[2022-04-10 13:22:01 main:574] : INFO : Epoch 1985 | loss: 0.031132 | val_loss: 0.0311559 | Time: 4433.83 ms
[2022-04-10 13:22:06 main:574] : INFO : Epoch 1986 | loss: 0.031132 | val_loss: 0.0311603 | Time: 4507.71 ms
[2022-04-10 13:22:10 main:574] : INFO : Epoch 1987 | loss: 0.0311326 | val_loss: 0.0311573 | Time: 4494.95 ms
[2022-04-10 13:22:15 main:574] : INFO : Epoch 1988 | loss: 0.0311311 | val_loss: 0.0311577 | Time: 4457.93 ms
[2022-04-10 13:22:19 main:574] : INFO : Epoch 1989 | loss: 0.0311295 | val_loss: 0.0311543 | Time: 4471.73 ms
[2022-04-10 13:22:24 main:574] : INFO : Epoch 1990 | loss: 0.0311287 | val_loss: 0.0311542 | Time: 4572.86 ms
[2022-04-10 13:22:28 main:574] : INFO : Epoch 1991 | loss: 0.0311291 | val_loss: 0.0311559 | Time: 4514.52 ms
[2022-04-10 13:22:33 main:574] : INFO : Epoch 1992 | loss: 0.0311344 | val_loss: 0.0311599 | Time: 4559.27 ms
[2022-04-10 13:22:37 main:574] : INFO : Epoch 1993 | loss: 0.0311322 | val_loss: 0.0311592 | Time: 4512.76 ms
[2022-04-10 13:22:42 main:574] : INFO : Epoch 1994 | loss: 0.0311318 | val_loss: 0.0311593 | Time: 4573.68 ms
[2022-04-10 13:22:46 main:574] : INFO : Epoch 1995 | loss: 0.031129 | val_loss: 0.031154 | Time: 4530.28 ms
[2022-04-10 13:22:51 main:574] : INFO : Epoch 1996 | loss: 0.0311399 | val_loss: 0.0311662 | Time: 4510.17 ms
[2022-04-10 13:22:55 main:574] : INFO : Epoch 1997 | loss: 0.0311378 | val_loss: 0.0311593 | Time: 4534.09 ms
[2022-04-10 13:23:00 main:574] : INFO : Epoch 1998 | loss: 0.031133 | val_loss: 0.0311558 | Time: 4549.23 ms
[2022-04-10 13:23:04 main:574] : INFO : Epoch 1999 | loss: 0.0311331 | val_loss: 0.031154 | Time: 4519.98 ms
[2022-04-10 13:23:09 main:574] : INFO : Epoch 2000 | loss: 0.031131 | val_loss: 0.0311637 | Time: 4536.82 ms
[2022-04-10 13:23:14 main:574] : INFO : Epoch 2001 | loss: 0.0311332 | val_loss: 0.0311573 | Time: 4497.79 ms
[2022-04-10 13:23:18 main:574] : INFO : Epoch 2002 | loss: 0.031132 | val_loss: 0.031161 | Time: 4509.75 ms
[2022-04-10 13:23:23 main:574] : INFO : Epoch 2003 | loss: 0.0311314 | val_loss: 0.0311539 | Time: 4519.24 ms
[2022-04-10 13:23:27 main:574] : INFO : Epoch 2004 | loss: 0.0311302 | val_loss: 0.0311615 | Time: 4519.24 ms
[2022-04-10 13:23:32 main:574] : INFO : Epoch 2005 | loss: 0.031131 | val_loss: 0.0311579 | Time: 4493.26 ms
[2022-04-10 13:23:36 main:574] : INFO : Epoch 2006 | loss: 0.0311299 | val_loss: 0.0311633 | Time: 4496.99 ms
[2022-04-10 13:23:41 main:574] : INFO : Epoch 2007 | loss: 0.0311314 | val_loss: 0.0311558 | Time: 4478.52 ms
[2022-04-10 13:23:45 main:574] : INFO : Epoch 2008 | loss: 0.0311331 | val_loss: 0.0311683 | Time: 4514.58 ms
[2022-04-10 13:23:50 main:574] : INFO : Epoch 2009 | loss: 0.0311321 | val_loss: 0.0311558 | Time: 4549.65 ms
[2022-04-10 13:23:54 main:574] : INFO : Epoch 2010 | loss: 0.0311286 | val_loss: 0.0311628 | Time: 4527.24 ms
[2022-04-10 13:23:59 main:574] : INFO : Epoch 2011 | loss: 0.0311307 | val_loss: 0.0311597 | Time: 4523.92 ms
[2022-04-10 13:24:03 main:574] : INFO : Epoch 2012 | loss: 0.0311272 | val_loss: 0.0311627 | Time: 4446.12 ms
[2022-04-10 13:24:08 main:574] : INFO : Epoch 2013 | loss: 0.0311279 | val_loss: 0.0311581 | Time: 4490.83 ms
[2022-04-10 13:24:12 main:574] : INFO : Epoch 2014 | loss: 0.0311283 | val_loss: 0.0311645 | Time: 4511.28 ms
[2022-04-10 13:24:17 main:574] : INFO : Epoch 2015 | loss: 0.0311306 | val_loss: 0.0311586 | Time: 4524.63 ms
[2022-04-10 13:24:21 main:574] : INFO : Epoch 2016 | loss: 0.0311363 | val_loss: 0.0311599 | Time: 4479.53 ms
[2022-04-10 13:24:26 main:574] : INFO : Epoch 2017 | loss: 0.0311363 | val_loss: 0.0311611 | Time: 4563.06 ms
[2022-04-10 13:24:30 main:574] : INFO : Epoch 2018 | loss: 0.0311352 | val_loss: 0.0311628 | Time: 4501.99 ms
[2022-04-10 13:24:35 main:574] : INFO : Epoch 2019 | loss: 0.0311339 | val_loss: 0.0311595 | Time: 4536.23 ms
[2022-04-10 13:24:39 main:574] : INFO : Epoch 2020 | loss: 0.0311369 | val_loss: 0.0311616 | Time: 4544.72 ms
[2022-04-10 13:24:44 main:574] : INFO : Epoch 2021 | loss: 0.0311412 | val_loss: 0.0311586 | Time: 4482.54 ms
[2022-04-10 13:24:48 main:574] : INFO : Epoch 2022 | loss: 0.0311416 | val_loss: 0.0311567 | Time: 4513.1 ms
[2022-04-10 13:24:53 main:574] : INFO : Epoch 2023 | loss: 0.0311384 | val_loss: 0.0311627 | Time: 4506.53 ms
[2022-04-10 13:24:57 main:574] : INFO : Epoch 2024 | loss: 0.0311416 | val_loss: 0.0311566 | Time: 4498.66 ms
[2022-04-10 13:25:02 main:574] : INFO : Epoch 2025 | loss: 0.0311387 | val_loss: 0.0311605 | Time: 4530.46 ms
[2022-04-10 13:25:06 main:574] : INFO : Epoch 2026 | loss: 0.0311354 | val_loss: 0.0311581 | Time: 4458.55 ms
[2022-04-10 13:25:11 main:574] : INFO : Epoch 2027 | loss: 0.0311365 | val_loss: 0.0311617 | Time: 4538.58 ms
[2022-04-10 13:25:15 main:574] : INFO : Epoch 2028 | loss: 0.0311368 | val_loss: 0.0311637 | Time: 4517.2 ms
[2022-04-10 13:25:20 main:574] : INFO : Epoch 2029 | loss: 0.0311341 | val_loss: 0.031162 | Time: 4489.93 ms
[2022-04-10 13:25:24 main:574] : INFO : Epoch 2030 | loss: 0.0311327 | val_loss: 0.031156 | Time: 4457.11 ms
[2022-04-10 13:25:29 main:574] : INFO : Epoch 2031 | loss: 0.0311322 | val_loss: 0.031157 | Time: 4482.86 ms
[2022-04-10 13:25:33 main:574] : INFO : Epoch 2032 | loss: 0.0311323 | val_loss: 0.0311568 | Time: 4501.2 ms
[2022-04-10 13:25:38 main:574] : INFO : Epoch 2033 | loss: 0.0311324 | val_loss: 0.0311663 | Time: 4521.51 ms
[2022-04-10 13:25:42 main:574] : INFO : Epoch 2034 | loss: 0.0311446 | val_loss: 0.031166 | Time: 4549.07 ms
[2022-04-10 13:25:47 main:574] : INFO : Epoch 2035 | loss: 0.0311378 | val_loss: 0.0311549 | Time: 4516.92 ms
[2022-04-10 13:25:52 main:574] : INFO : Epoch 2036 | loss: 0.0311333 | val_loss: 0.0311583 | Time: 4572.79 ms
[2022-04-10 13:25:56 main:574] : INFO : Epoch 2037 | loss: 0.0311333 | val_loss: 0.0311608 | Time: 4507.54 ms
[2022-04-10 13:26:01 main:574] : INFO : Epoch 2038 | loss: 0.0311318 | val_loss: 0.0311581 | Time: 4506.51 ms
[2022-04-10 13:26:05 main:574] : INFO : Epoch 2039 | loss: 0.0311329 | val_loss: 0.0311598 | Time: 4517.21 ms
[2022-04-10 13:26:10 main:574] : INFO : Epoch 2040 | loss: 0.0311365 | val_loss: 0.0311661 | Time: 4550.8 ms
[2022-04-10 13:26:14 main:574] : INFO : Epoch 2041 | loss: 0.0311612 | val_loss: 0.0311645 | Time: 4426.18 ms
[2022-04-10 13:26:19 main:574] : INFO : Epoch 2042 | loss: 0.0311545 | val_loss: 0.0311599 | Time: 4533.35 ms
[2022-04-10 13:26:23 main:574] : INFO : Epoch 2043 | loss: 0.031152 | val_loss: 0.0311603 | Time: 4502.06 ms
[2022-04-10 13:26:28 main:574] : INFO : Epoch 2044 | loss: 0.0311455 | val_loss: 0.0311587 | Time: 4547.93 ms
[2022-04-10 13:26:32 main:574] : INFO : Epoch 2045 | loss: 0.0311438 | val_loss: 0.031161 | Time: 4505.54 ms
[2022-04-10 13:26:37 main:574] : INFO : Epoch 2046 | loss: 0.0311454 | val_loss: 0.0311629 | Time: 4510.93 ms
[2022-04-10 13:26:41 main:574] : INFO : Epoch 2047 | loss: 0.0311409 | val_loss: 0.0311602 | Time: 4519.67 ms
[2022-04-10 13:26:46 main:574] : INFO : Epoch 2048 | loss: 0.0311419 | val_loss: 0.0311593 | Time: 4547.62 ms
[2022-04-10 13:26:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311593
[2022-04-10 13:26:46 main:603] : INFO : Saving end state to config to file
[2022-04-10 13:26:46 main:608] : INFO : Success, exiting..
13:26:46 (12604): 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)