Task 14552742
| Name | ParityModified-1647046007-8725-3-0_0 |
| Workunit | 11576460 |
| Created | 9 Apr 2022, 9:31:38 UTC |
| Sent | 11 Apr 2022, 1:53:07 UTC |
| Report deadline | 19 Apr 2022, 1:53:07 UTC |
| Received | 11 Apr 2022, 10:11:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13155 |
| Run time | 2 hours 6 min 8 sec |
| CPU time | 2 hours 2 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.10 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1542 | loss: 0.0311633 | val_loss: 0.0311694 | Time: 3664.63 ms [2022-04-11 01:39:17 main:574] : INFO : Epoch 1543 | loss: 0.0311587 | val_loss: 0.0311618 | Time: 3530.61 ms [2022-04-11 01:39:20 main:574] : INFO : Epoch 1544 | loss: 0.0311596 | val_loss: 0.0311635 | Time: 3522.99 ms [2022-04-11 01:39:24 main:574] : INFO : Epoch 1545 | loss: 0.0311597 | val_loss: 0.0311617 | Time: 3719.72 ms [2022-04-11 01:39:28 main:574] : INFO : Epoch 1546 | loss: 0.0311554 | val_loss: 0.0311619 | Time: 3547.61 ms [2022-04-11 01:39:31 main:574] : INFO : Epoch 1547 | loss: 0.0311566 | val_loss: 0.0311618 | Time: 3489.11 ms [2022-04-11 01:39:35 main:574] : INFO : Epoch 1548 | loss: 0.0311546 | val_loss: 0.0311604 | Time: 3664.5 ms [2022-04-11 01:39:39 main:574] : INFO : Epoch 1549 | loss: 0.0311538 | val_loss: 0.0311608 | Time: 3774.77 ms [2022-04-11 01:39:42 main:574] : INFO : Epoch 1550 | loss: 0.0311553 | val_loss: 0.0311602 | Time: 3607.57 ms [2022-04-11 01:39:46 main:574] : INFO : Epoch 1551 | loss: 0.0311561 | val_loss: 0.0311627 | Time: 3595.56 ms [2022-04-11 01:39:50 main:574] : INFO : Epoch 1552 | loss: 0.0311559 | val_loss: 0.0311609 | Time: 3556.15 ms [2022-04-11 01:39:53 main:574] : INFO : Epoch 1553 | loss: 0.031156 | val_loss: 0.031161 | Time: 3639.22 ms [2022-04-11 01:39:57 main:574] : INFO : Epoch 1554 | loss: 0.0311528 | val_loss: 0.031162 | Time: 3549.18 ms [2022-04-11 01:40:01 main:574] : INFO : Epoch 1555 | loss: 0.0311532 | val_loss: 0.0311601 | Time: 3554.79 ms [2022-04-11 01:40:04 main:574] : INFO : Epoch 1556 | loss: 0.0311527 | val_loss: 0.03116 | Time: 3799.09 ms [2022-04-11 01:40:08 main:574] : INFO : Epoch 1557 | loss: 0.0311532 | val_loss: 0.0311607 | Time: 3692.37 ms [2022-04-11 01:40:12 main:574] : INFO : Epoch 1558 | loss: 0.0311567 | val_loss: 0.0311624 | Time: 3555.58 ms [2022-04-11 01:40:15 main:574] : INFO : Epoch 1559 | loss: 0.0311537 | val_loss: 0.0311605 | Time: 3648.44 ms [2022-04-11 01:40:19 main:574] : INFO : Epoch 1560 | loss: 0.0311526 | val_loss: 0.0311621 | Time: 3508.97 ms [2022-04-11 01:40:23 main:574] : INFO : Epoch 1561 | loss: 0.0311527 | val_loss: 0.0311632 | Time: 3661.64 ms [2022-04-11 01:40:26 main:574] : INFO : Epoch 1562 | loss: 0.0311527 | val_loss: 0.0311643 | Time: 3539.11 ms [2022-04-11 01:40:30 main:574] : INFO : Epoch 1563 | loss: 0.0311495 | val_loss: 0.0311601 | Time: 3553.27 ms [2022-04-11 01:40:34 main:574] : INFO : Epoch 1564 | loss: 0.0311477 | val_loss: 0.0311634 | Time: 3601.11 ms [2022-04-11 01:40:37 main:574] : INFO : Epoch 1565 | loss: 0.0311497 | val_loss: 0.0311659 | Time: 3470.4 ms [2022-04-11 01:40:41 main:574] : INFO : Epoch 1566 | loss: 0.0311489 | val_loss: 0.0311618 | Time: 3554.08 ms [2022-04-11 01:40:44 main:574] : INFO : Epoch 1567 | loss: 0.0311486 | val_loss: 0.0311631 | Time: 3611.77 ms [2022-04-11 01:40:48 main:574] : INFO : Epoch 1568 | loss: 0.0311479 | val_loss: 0.0311636 | Time: 3552.74 ms [2022-04-11 01:40:52 main:574] : INFO : Epoch 1569 | loss: 0.0311482 | val_loss: 0.0311674 | Time: 3630.86 ms [2022-04-11 01:40:56 main:574] : INFO : Epoch 1570 | loss: 0.0311469 | val_loss: 0.0311617 | Time: 3870.04 ms [2022-04-11 01:40:59 main:574] : INFO : Epoch 1571 | loss: 0.0311473 | val_loss: 0.0311612 | Time: 3547.14 ms [2022-04-11 01:41:03 main:574] : INFO : Epoch 1572 | loss: 0.0311487 | val_loss: 0.0311623 | Time: 3938.35 ms [2022-04-11 01:41:07 main:574] : INFO : Epoch 1573 | loss: 0.0311561 | val_loss: 0.0311707 | Time: 3562.15 ms [2022-04-11 01:41:10 main:574] : INFO : Epoch 1574 | loss: 0.0311549 | val_loss: 0.0311631 | Time: 3525.9 ms [2022-04-11 01:41:14 main:574] : INFO : Epoch 1575 | loss: 0.0311502 | val_loss: 0.0311608 | Time: 3742.6 ms [2022-04-11 01:41:18 main:574] : INFO : Epoch 1576 | loss: 0.0311516 | val_loss: 0.0311633 | Time: 3549.34 ms [2022-04-11 01:41:21 main:574] : INFO : Epoch 1577 | loss: 0.0311531 | val_loss: 0.0311652 | Time: 3601.46 ms [2022-04-11 01:41:25 main:574] : INFO : Epoch 1578 | loss: 0.0311534 | val_loss: 0.0311655 | Time: 3706.43 ms [2022-04-11 01:41:29 main:574] : INFO : Epoch 1579 | loss: 0.0311517 | val_loss: 0.0311693 | Time: 3572.7 ms [2022-04-11 01:41:32 main:574] : INFO : Epoch 1580 | loss: 0.0311557 | val_loss: 0.0311713 | Time: 3560.55 ms [2022-04-11 01:41:36 main:574] : INFO : Epoch 1581 | loss: 0.0311514 | val_loss: 0.031167 | Time: 3577.02 ms [2022-04-11 01:41:40 main:574] : INFO : Epoch 1582 | loss: 0.0311487 | val_loss: 0.0311682 | Time: 3548.87 ms [2022-04-11 01:41:43 main:574] : INFO : Epoch 1583 | loss: 0.0311495 | val_loss: 0.0311634 | Time: 3658.21 ms [2022-04-11 01:41:47 main:574] : INFO : Epoch 1584 | loss: 0.0311477 | val_loss: 0.0311673 | Time: 3535.44 ms [2022-04-11 01:41:51 main:574] : INFO : Epoch 1585 | loss: 0.0311508 | val_loss: 0.0311619 | Time: 3551.79 ms [2022-04-11 01:41:54 main:574] : INFO : Epoch 1586 | loss: 0.0311502 | val_loss: 0.031164 | Time: 3791.65 ms [2022-04-11 01:41:58 main:574] : INFO : Epoch 1587 | loss: 0.0311536 | val_loss: 0.0311817 | Time: 3543.55 ms [2022-04-11 01:42:02 main:574] : INFO : Epoch 1588 | loss: 0.0311557 | val_loss: 0.0311742 | Time: 3533.06 ms [2022-04-11 01:42:05 main:574] : INFO : Epoch 1589 | loss: 0.0311519 | val_loss: 0.031164 | Time: 3724.05 ms [2022-04-11 01:42:09 main:574] : INFO : Epoch 1590 | loss: 0.0311508 | val_loss: 0.0311644 | Time: 3456.57 ms [2022-04-11 01:42:13 main:574] : INFO : Epoch 1591 | loss: 0.0311495 | val_loss: 0.0311642 | Time: 3599.77 ms [2022-04-11 01:42:16 main:574] : INFO : Epoch 1592 | loss: 0.0311478 | val_loss: 0.0311648 | Time: 3533.83 ms [2022-04-11 01:42:20 main:574] : INFO : Epoch 1593 | loss: 0.0311483 | val_loss: 0.0311656 | Time: 3559.11 ms [2022-04-11 01:42:24 main:574] : INFO : Epoch 1594 | loss: 0.0311485 | val_loss: 0.031165 | Time: 3867.43 ms [2022-04-11 01:42:27 main:574] : INFO : Epoch 1595 | loss: 0.0311461 | val_loss: 0.0311609 | Time: 3496.68 ms [2022-04-11 01:42:31 main:574] : INFO : Epoch 1596 | loss: 0.0311462 | val_loss: 0.0311629 | Time: 3618.57 ms [2022-04-11 01:42:35 main:574] : INFO : Epoch 1597 | loss: 0.0311474 | val_loss: 0.0311745 | Time: 3819.5 ms [2022-04-11 01:42:38 main:574] : INFO : Epoch 1598 | loss: 0.0311528 | val_loss: 0.0311664 | Time: 3487.89 ms [2022-04-11 01:42:42 main:574] : INFO : Epoch 1599 | loss: 0.0311487 | val_loss: 0.0311628 | Time: 3550.44 ms [2022-04-11 01:42:46 main:574] : INFO : Epoch 1600 | loss: 0.0311463 | val_loss: 0.0311613 | Time: 3521.23 ms [2022-04-11 01:42:49 main:574] : INFO : Epoch 1601 | loss: 0.031145 | val_loss: 0.0311621 | Time: 3525.05 ms [2022-04-11 01:42:53 main:574] : INFO : Epoch 1602 | loss: 0.0311455 | val_loss: 0.0311607 | Time: 3585.5 ms [2022-04-11 01:42:56 main:574] : INFO : Epoch 1603 | loss: 0.0311451 | val_loss: 0.0311612 | Time: 3601.76 ms [2022-04-11 01:43:00 main:574] : INFO : Epoch 1604 | loss: 0.0311449 | val_loss: 0.0311684 | Time: 3539.25 ms [2022-04-11 01:43:04 main:574] : INFO : Epoch 1605 | loss: 0.0311462 | val_loss: 0.031164 | Time: 3730.8 ms [2022-04-11 01:43:07 main:574] : INFO : Epoch 1606 | loss: 0.0311462 | val_loss: 0.0311663 | Time: 3546.04 ms [2022-04-11 01:43:11 main:574] : INFO : Epoch 1607 | loss: 0.0311471 | val_loss: 0.0311634 | Time: 3535.2 ms [2022-04-11 01:43:15 main:574] : INFO : Epoch 1608 | loss: 0.0311471 | val_loss: 0.0311652 | Time: 3608.07 ms [2022-04-11 01:43:18 main:574] : INFO : Epoch 1609 | loss: 0.0311466 | val_loss: 0.031166 | Time: 3503.34 ms [2022-04-11 01:43:22 main:574] : INFO : Epoch 1610 | loss: 0.0311466 | val_loss: 0.0311644 | Time: 3533.77 ms [2022-04-11 01:43:25 main:574] : INFO : Epoch 1611 | loss: 0.0311456 | val_loss: 0.0311681 | Time: 3551.89 ms [2022-04-11 01:43:29 main:574] : INFO : Epoch 1612 | loss: 0.0311448 | val_loss: 0.0311651 | Time: 3484.08 ms [2022-04-11 01:43:33 main:574] : INFO : Epoch 1613 | loss: 0.0311441 | val_loss: 0.0311648 | Time: 3553.08 ms [2022-04-11 01:43:36 main:574] : INFO : Epoch 1614 | loss: 0.0311436 | val_loss: 0.0311625 | Time: 3637.85 ms [2022-04-11 01:43:40 main:574] : INFO : Epoch 1615 | loss: 0.0311451 | val_loss: 0.0311617 | Time: 3522.7 ms [2022-04-11 01:43:44 main:574] : INFO : Epoch 1616 | loss: 0.0311464 | val_loss: 0.0311667 | Time: 3669.27 ms [2022-04-11 01:43:47 main:574] : INFO : Epoch 1617 | loss: 0.0311463 | val_loss: 0.0311727 | Time: 3548.46 ms [2022-04-11 01:43:51 main:574] : INFO : Epoch 1618 | loss: 0.0311467 | val_loss: 0.0311651 | Time: 3535.36 ms [2022-04-11 01:43:55 main:574] : INFO : Epoch 1619 | loss: 0.031145 | val_loss: 0.0311618 | Time: 3904.3 ms [2022-04-11 01:43:58 main:574] : INFO : Epoch 1620 | loss: 0.0311437 | val_loss: 0.0311611 | Time: 3546.25 ms [2022-04-11 01:44:02 main:574] : INFO : Epoch 1621 | loss: 0.0311418 | val_loss: 0.0311627 | Time: 3531.4 ms [2022-04-11 01:44:06 main:574] : INFO : Epoch 1622 | loss: 0.0311426 | val_loss: 0.0311623 | Time: 3705.89 ms [2022-04-11 01:44:09 main:574] : INFO : Epoch 1623 | loss: 0.0311447 | val_loss: 0.0311655 | Time: 3556.8 ms [2022-04-11 01:44:13 main:574] : INFO : Epoch 1624 | loss: 0.0311521 | val_loss: 0.0311729 | Time: 3599.22 ms [2022-04-11 01:44:17 main:574] : INFO : Epoch 1625 | loss: 0.0311518 | val_loss: 0.0311645 | Time: 3569.85 ms [2022-04-11 01:44:20 main:574] : INFO : Epoch 1626 | loss: 0.0311463 | val_loss: 0.0311706 | Time: 3545.44 ms [2022-04-11 01:44:24 main:574] : INFO : Epoch 1627 | loss: 0.0311458 | val_loss: 0.0311626 | Time: 3671.86 ms [2022-04-11 01:44:27 main:574] : INFO : Epoch 1628 | loss: 0.0311458 | val_loss: 0.0311685 | Time: 3514.86 ms [2022-04-11 01:44:31 main:574] : INFO : Epoch 1629 | loss: 0.0311456 | val_loss: 0.0311684 | Time: 3544.9 ms [2022-04-11 01:44:35 main:574] : INFO : Epoch 1630 | loss: 0.0311462 | val_loss: 0.0311628 | Time: 3851.29 ms [2022-04-11 01:44:39 main:574] : INFO : Epoch 1631 | loss: 0.0311466 | val_loss: 0.0311643 | Time: 3539.77 ms [2022-04-11 01:44:42 main:574] : INFO : Epoch 1632 | loss: 0.0311484 | val_loss: 0.0311688 | Time: 3539.66 ms [2022-04-11 01:44:46 main:574] : INFO : Epoch 1633 | loss: 0.0311451 | val_loss: 0.0311628 | Time: 3635.88 ms [2022-04-11 01:44:49 main:574] : INFO : Epoch 1634 | loss: 0.0311462 | val_loss: 0.0311685 | Time: 3594.33 ms [2022-04-11 01:44:53 main:574] : INFO : Epoch 1635 | loss: 0.0311463 | val_loss: 0.0311668 | Time: 3556.62 ms [2022-04-11 01:44:57 main:574] : INFO : Epoch 1636 | loss: 0.0311449 | val_loss: 0.0311627 | Time: 3557.82 ms [2022-04-11 01:45:00 main:574] : INFO : Epoch 1637 | loss: 0.0311454 | val_loss: 0.0311647 | Time: 3582.08 ms [2022-04-11 01:45:04 main:574] : INFO : Epoch 1638 | loss: 0.0311461 | val_loss: 0.0311684 | Time: 3757.49 ms [2022-04-11 01:45:08 main:574] : INFO : Epoch 1639 | loss: 0.0311506 | val_loss: 0.0311656 | Time: 3684.77 ms [2022-04-11 01:45:11 main:574] : INFO : Epoch 1640 | loss: 0.0311474 | val_loss: 0.0311697 | Time: 3531.11 ms [2022-04-11 01:45:15 main:574] : INFO : Epoch 1641 | loss: 0.0311489 | val_loss: 0.031166 | Time: 3662.32 ms [2022-04-11 01:45:19 main:574] : INFO : Epoch 1642 | loss: 0.0311496 | val_loss: 0.0311683 | Time: 3459.09 ms [2022-04-11 01:45:22 main:574] : INFO : Epoch 1643 | loss: 0.0311511 | val_loss: 0.031169 | Time: 3543.79 ms [2022-04-11 01:45:26 main:574] : INFO : Epoch 1644 | loss: 0.0311498 | val_loss: 0.031164 | Time: 3844.88 ms [2022-04-11 01:45:30 main:574] : INFO : Epoch 1645 | loss: 0.0311506 | val_loss: 0.0311651 | Time: 3481.8 ms [2022-04-11 01:45:33 main:574] : INFO : Epoch 1646 | loss: 0.0311503 | val_loss: 0.0311674 | Time: 3617.43 ms [2022-04-11 01:45:37 main:574] : INFO : Epoch 1647 | loss: 0.0311487 | val_loss: 0.0311649 | Time: 3533.31 ms [2022-04-11 01:45:41 main:574] : INFO : Epoch 1648 | loss: 0.0311481 | val_loss: 0.0311643 | Time: 3623.52 ms [2022-04-11 01:45:44 main:574] : INFO : Epoch 1649 | loss: 0.0311476 | val_loss: 0.0311678 | Time: 3698.3 ms [2022-04-11 01:45:48 main:574] : INFO : Epoch 1650 | loss: 0.0311486 | val_loss: 0.0311655 | Time: 3546.24 ms [2022-04-11 01:45:52 main:574] : INFO : Epoch 1651 | loss: 0.0311543 | val_loss: 0.0311691 | Time: 3524.89 ms [2022-04-11 01:45:55 main:574] : INFO : Epoch 1652 | loss: 0.0311508 | val_loss: 0.0311656 | Time: 3692.86 ms [2022-04-11 01:45:59 main:574] : INFO : Epoch 1653 | loss: 0.0311482 | val_loss: 0.0311647 | Time: 3547.11 ms [2022-04-11 01:46:02 main:574] : INFO : Epoch 1654 | loss: 0.0311448 | val_loss: 0.0311678 | Time: 3551.59 ms [2022-04-11 01:46:07 main:574] : INFO : Epoch 1655 | loss: 0.0311443 | val_loss: 0.0311669 | Time: 4016.17 ms [2022-04-11 01:46:11 main:574] : INFO : Epoch 1656 | loss: 0.0311442 | val_loss: 0.0311665 | Time: 4389.63 ms [2022-04-11 01:46:15 main:574] : INFO : Epoch 1657 | loss: 0.0311434 | val_loss: 0.0311662 | Time: 3972.57 ms [2022-04-11 01:46:19 main:574] : INFO : Epoch 1658 | loss: 0.0311446 | val_loss: 0.0311645 | Time: 3534.67 ms [2022-04-11 01:46:22 main:574] : INFO : Epoch 1659 | loss: 0.0311448 | val_loss: 0.0311669 | Time: 3578.22 ms [2022-04-11 01:46:26 main:574] : INFO : Epoch 1660 | loss: 0.0311447 | val_loss: 0.031161 | Time: 3677.09 ms [2022-04-11 01:46:30 main:574] : INFO : Epoch 1661 | loss: 0.0311436 | val_loss: 0.0311661 | Time: 3576.23 ms [2022-04-11 01:46:33 main:574] : INFO : Epoch 1662 | loss: 0.031145 | val_loss: 0.0311692 | Time: 3581.2 ms [2022-04-11 01:46:37 main:574] : INFO : Epoch 1663 | loss: 0.0311472 | val_loss: 0.0311621 | Time: 3580.44 ms [2022-04-11 01:46:40 main:574] : INFO : Epoch 1664 | loss: 0.0311444 | val_loss: 0.0311671 | Time: 3547.73 ms [2022-04-11 01:46:44 main:574] : INFO : Epoch 1665 | loss: 0.0311479 | val_loss: 0.0311691 | Time: 3547.82 ms [2022-04-11 01:46:48 main:574] : INFO : Epoch 1666 | loss: 0.0311462 | val_loss: 0.031167 | Time: 3532.55 ms [2022-04-11 01:46:51 main:574] : INFO : Epoch 1667 | loss: 0.0311457 | val_loss: 0.0311657 | Time: 3543.27 ms [2022-04-11 01:46:55 main:574] : INFO : Epoch 1668 | loss: 0.0311459 | val_loss: 0.0311661 | Time: 3874.83 ms [2022-04-11 01:46:59 main:574] : INFO : Epoch 1669 | loss: 0.0311451 | val_loss: 0.0311645 | Time: 3561.21 ms [2022-04-11 01:47:02 main:574] : INFO : Epoch 1670 | loss: 0.0311435 | val_loss: 0.0311634 | Time: 3547.51 ms [2022-04-11 01:47:06 main:574] : INFO : Epoch 1671 | loss: 0.0311434 | val_loss: 0.0311615 | Time: 3900.95 ms [2022-04-11 01:47:10 main:574] : INFO : Epoch 1672 | loss: 0.031144 | val_loss: 0.0311686 | Time: 4073.75 ms [2022-04-11 01:47:14 main:574] : INFO : Epoch 1673 | loss: 0.0311473 | val_loss: 0.0311649 | Time: 3841.14 ms [2022-04-11 01:47:18 main:574] : INFO : Epoch 1674 | loss: 0.0311461 | val_loss: 0.0311667 | Time: 3568.15 ms [2022-04-11 01:47:22 main:574] : INFO : Epoch 1675 | loss: 0.031147 | val_loss: 0.0311734 | Time: 3569.42 ms [2022-04-11 01:47:25 main:574] : INFO : Epoch 1676 | loss: 0.0311451 | val_loss: 0.0311637 | Time: 3743.88 ms [2022-04-11 01:47:29 main:574] : INFO : Epoch 1677 | loss: 0.0311413 | val_loss: 0.0311607 | Time: 3561.16 ms [2022-04-11 01:47:33 main:574] : INFO : Epoch 1678 | loss: 0.0311414 | val_loss: 0.0311645 | Time: 3567.6 ms [2022-04-11 01:47:36 main:574] : INFO : Epoch 1679 | loss: 0.0311423 | val_loss: 0.0311622 | Time: 3637.89 ms [2022-04-11 01:47:40 main:574] : INFO : Epoch 1680 | loss: 0.0311418 | val_loss: 0.0311623 | Time: 3564.69 ms [2022-04-11 01:47:44 main:574] : INFO : Epoch 1681 | loss: 0.0311407 | val_loss: 0.0311613 | Time: 3746.7 ms [2022-04-11 01:47:47 main:574] : INFO : Epoch 1682 | loss: 0.0311416 | val_loss: 0.031162 | Time: 3542.65 ms [2022-04-11 01:47:51 main:574] : INFO : Epoch 1683 | loss: 0.0311404 | val_loss: 0.0311597 | Time: 3589.77 ms [2022-04-11 01:47:55 main:574] : INFO : Epoch 1684 | loss: 0.0311396 | val_loss: 0.0311594 | Time: 3674.19 ms [2022-04-11 01:47:58 main:574] : INFO : Epoch 1685 | loss: 0.0311419 | val_loss: 0.0311637 | Time: 3566.11 ms [2022-04-11 01:48:02 main:574] : INFO : Epoch 1686 | loss: 0.0311449 | val_loss: 0.0311597 | Time: 3547.03 ms [2022-04-11 01:48:06 main:574] : INFO : Epoch 1687 | loss: 0.0311467 | val_loss: 0.0311606 | Time: 4000.64 ms [2022-04-11 01:48:10 main:574] : INFO : Epoch 1688 | loss: 0.0311518 | val_loss: 0.0311673 | Time: 4065.42 ms [2022-04-11 01:48:14 main:574] : INFO : Epoch 1689 | loss: 0.0311551 | val_loss: 0.0311653 | Time: 4181.25 ms [2022-04-11 01:48:18 main:574] : INFO : Epoch 1690 | loss: 0.0311579 | val_loss: 0.0311658 | Time: 3561.39 ms [2022-04-11 01:48:21 main:574] : INFO : Epoch 1691 | loss: 0.031171 | val_loss: 0.0311838 | Time: 3546.71 ms [2022-04-11 01:48:25 main:574] : INFO : Epoch 1692 | loss: 0.0311803 | val_loss: 0.0311816 | Time: 3646.7 ms [2022-04-11 01:48:29 main:574] : INFO : Epoch 1693 | loss: 0.031177 | val_loss: 0.0311816 | Time: 3557.68 ms [2022-04-11 01:48:32 main:574] : INFO : Epoch 1694 | loss: 0.0311764 | val_loss: 0.03118 | Time: 3553.65 ms [2022-04-11 01:48:36 main:574] : INFO : Epoch 1695 | loss: 0.0311739 | val_loss: 0.0311793 | Time: 3796.23 ms [2022-04-11 01:48:40 main:574] : INFO : Epoch 1696 | loss: 0.0311734 | val_loss: 0.0311803 | Time: 3554.26 ms [2022-04-11 01:48:43 main:574] : INFO : Epoch 1697 | loss: 0.0311707 | val_loss: 0.0311784 | Time: 3568.34 ms [2022-04-11 01:48:47 main:574] : INFO : Epoch 1698 | loss: 0.0311694 | val_loss: 0.0311774 | Time: 3578.47 ms [2022-04-11 01:48:51 main:574] : INFO : Epoch 1699 | loss: 0.0311685 | val_loss: 0.0311768 | Time: 3627.18 ms [2022-04-11 01:48:55 main:574] : INFO : Epoch 1700 | loss: 0.0311704 | val_loss: 0.0311824 | Time: 3722.8 ms [2022-04-11 01:48:58 main:574] : INFO : Epoch 1701 | loss: 0.0311689 | val_loss: 0.0311795 | Time: 3544.92 ms [2022-04-11 01:49:02 main:574] : INFO : Epoch 1702 | loss: 0.0311684 | val_loss: 0.0311776 | Time: 3561.73 ms [2022-04-11 01:49:06 main:574] : INFO : Epoch 1703 | loss: 0.0311676 | val_loss: 0.0311843 | Time: 3765.47 ms [2022-04-11 01:49:10 main:574] : INFO : Epoch 1704 | loss: 0.0311688 | val_loss: 0.0311793 | Time: 4126.69 ms [2022-04-11 01:49:14 main:574] : INFO : Epoch 1705 | loss: 0.0311658 | val_loss: 0.0311768 | Time: 3894.05 ms [2022-04-11 01:49:17 main:574] : INFO : Epoch 1706 | loss: 0.0311663 | val_loss: 0.0311796 | Time: 3564.46 ms [2022-04-11 01:49:21 main:574] : INFO : Epoch 1707 | loss: 0.0311649 | val_loss: 0.0311767 | Time: 3560.77 ms [2022-04-11 01:49:25 main:574] : INFO : Epoch 1708 | loss: 0.0311645 | val_loss: 0.0311753 | Time: 3744.55 ms [2022-04-11 01:49:29 main:574] : INFO : Epoch 1709 | loss: 0.0311645 | val_loss: 0.0311758 | Time: 3839.14 ms [2022-04-11 01:49:32 main:574] : INFO : Epoch 1710 | loss: 0.0311631 | val_loss: 0.0311762 | Time: 3563.06 ms [2022-04-11 01:49:36 main:574] : INFO : Epoch 1711 | loss: 0.0311661 | val_loss: 0.0311832 | Time: 3667.06 ms [2022-04-11 01:49:40 main:574] : INFO : Epoch 1712 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 3508.6 ms [2022-04-11 01:49:43 main:574] : INFO : Epoch 1713 | loss: 0.0311635 | val_loss: 0.0311767 | Time: 3557.75 ms [2022-04-11 01:49:47 main:574] : INFO : Epoch 1714 | loss: 0.031163 | val_loss: 0.0311757 | Time: 3617.31 ms [2022-04-11 01:49:50 main:574] : INFO : Epoch 1715 | loss: 0.0311624 | val_loss: 0.0311749 | Time: 3555.08 ms [2022-04-11 01:49:54 main:574] : INFO : Epoch 1716 | loss: 0.031161 | val_loss: 0.0311757 | Time: 3641.99 ms [2022-04-11 01:49:58 main:574] : INFO : Epoch 1717 | loss: 0.0311621 | val_loss: 0.0311808 | Time: 3519.22 ms [2022-04-11 01:50:01 main:574] : INFO : Epoch 1718 | loss: 0.0311627 | val_loss: 0.0311755 | Time: 3535.95 ms [2022-04-11 01:50:05 main:574] : INFO : Epoch 1719 | loss: 0.0311614 | val_loss: 0.0311748 | Time: 3637.31 ms [2022-04-11 01:50:09 main:574] : INFO : Epoch 1720 | loss: 0.0311602 | val_loss: 0.0311737 | Time: 3801.76 ms [2022-04-11 01:50:13 main:574] : INFO : Epoch 1721 | loss: 0.0311599 | val_loss: 0.0311774 | Time: 4162.51 ms [2022-04-11 01:50:17 main:574] : INFO : Epoch 1722 | loss: 0.0311621 | val_loss: 0.0311807 | Time: 3741.83 ms [2022-04-11 01:50:20 main:574] : INFO : Epoch 1723 | loss: 0.0311611 | val_loss: 0.0311741 | Time: 3551.29 ms [2022-04-11 01:50:24 main:574] : INFO : Epoch 1724 | loss: 0.0311588 | val_loss: 0.0311735 | Time: 3685.28 ms [2022-04-11 01:50:28 main:574] : INFO : Epoch 1725 | loss: 0.0311579 | val_loss: 0.0311739 | Time: 3551.27 ms [2022-04-11 01:50:31 main:574] : INFO : Epoch 1726 | loss: 0.031158 | val_loss: 0.0311778 | Time: 3530.62 ms [2022-04-11 01:50:35 main:574] : INFO : Epoch 1727 | loss: 0.0311618 | val_loss: 0.0311754 | Time: 3532.01 ms [2022-04-11 01:50:39 main:574] : INFO : Epoch 1728 | loss: 0.0311574 | val_loss: 0.0311781 | Time: 3549.17 ms [2022-04-11 01:50:42 main:574] : INFO : Epoch 1729 | loss: 0.0311567 | val_loss: 0.031178 | Time: 3543.78 ms [2022-04-11 01:50:46 main:574] : INFO : Epoch 1730 | loss: 0.0311564 | val_loss: 0.0311735 | Time: 3767.36 ms [2022-04-11 01:50:50 main:574] : INFO : Epoch 1731 | loss: 0.031157 | val_loss: 0.0311764 | Time: 3539.28 ms [2022-04-11 01:50:53 main:574] : INFO : Epoch 1732 | loss: 0.0311588 | val_loss: 0.0311754 | Time: 3549.87 ms [2022-04-11 01:50:57 main:574] : INFO : Epoch 1733 | loss: 0.0311607 | val_loss: 0.0311755 | Time: 3652.17 ms [2022-04-11 01:51:00 main:574] : INFO : Epoch 1734 | loss: 0.0311601 | val_loss: 0.03118 | Time: 3549.86 ms [2022-04-11 01:51:04 main:574] : INFO : Epoch 1735 | loss: 0.0311611 | val_loss: 0.0311725 | Time: 3640.85 ms [2022-04-11 01:51:08 main:574] : INFO : Epoch 1736 | loss: 0.0311596 | val_loss: 0.031175 | Time: 3796.65 ms [2022-04-11 01:51:12 main:574] : INFO : Epoch 1737 | loss: 0.0311586 | val_loss: 0.0311847 | Time: 4133.61 ms [2022-04-11 01:51:16 main:574] : INFO : Epoch 1738 | loss: 0.0311573 | val_loss: 0.0311763 | Time: 3886.01 ms [2022-04-11 01:51:20 main:574] : INFO : Epoch 1739 | loss: 0.0311555 | val_loss: 0.0311775 | Time: 3548.74 ms [2022-04-11 01:51:23 main:574] : INFO : Epoch 1740 | loss: 0.0311547 | val_loss: 0.0311755 | Time: 3614.85 ms [2022-04-11 01:51:27 main:574] : INFO : Epoch 1741 | loss: 0.0311552 | val_loss: 0.0311755 | Time: 3637.2 ms [2022-04-11 01:51:31 main:574] : INFO : Epoch 1742 | loss: 0.031155 | val_loss: 0.0311792 | Time: 3554.59 ms [2022-04-11 01:51:34 main:574] : INFO : Epoch 1743 | loss: 0.0311578 | val_loss: 0.0311758 | Time: 3696 ms [2022-04-11 01:51:38 main:574] : INFO : Epoch 1744 | loss: 0.0311539 | val_loss: 0.0311754 | Time: 3562.62 ms [2022-04-11 01:51:42 main:574] : INFO : Epoch 1745 | loss: 0.0311517 | val_loss: 0.0311834 | Time: 3558.98 ms [2022-04-11 01:51:45 main:574] : INFO : Epoch 1746 | loss: 0.0311544 | val_loss: 0.0311748 | Time: 3676.27 ms [2022-04-11 01:51:49 main:574] : INFO : Epoch 1747 | loss: 0.0311538 | val_loss: 0.0311745 | Time: 3538.35 ms [2022-04-11 01:51:53 main:574] : INFO : Epoch 1748 | loss: 0.0311532 | val_loss: 0.0311755 | Time: 3562.27 ms [2022-04-11 01:51:56 main:574] : INFO : Epoch 1749 | loss: 0.0311528 | val_loss: 0.031175 | Time: 3699.48 ms [2022-04-11 01:52:00 main:574] : INFO : Epoch 1750 | loss: 0.031151 | val_loss: 0.0311713 | Time: 3615.15 ms [2022-04-11 01:52:04 main:574] : INFO : Epoch 1751 | loss: 0.0311534 | val_loss: 0.0311753 | Time: 3672.23 ms [2022-04-11 01:52:07 main:574] : INFO : Epoch 1752 | loss: 0.031158 | val_loss: 0.0311776 | Time: 3635.39 ms [2022-04-11 01:52:12 main:574] : INFO : Epoch 1753 | loss: 0.0311638 | val_loss: 0.031174 | Time: 4201.52 ms [2022-04-11 01:52:16 main:574] : INFO : Epoch 1754 | loss: 0.0311625 | val_loss: 0.0311733 | Time: 4025.23 ms [2022-04-11 01:52:19 main:574] : INFO : Epoch 1755 | loss: 0.0311633 | val_loss: 0.0311824 | Time: 3539.37 ms [2022-04-11 01:52:23 main:574] : INFO : Epoch 1756 | loss: 0.0311878 | val_loss: 0.031198 | Time: 3560.94 ms [2022-04-11 01:52:27 main:574] : INFO : Epoch 1757 | loss: 0.0311819 | val_loss: 0.0311809 | Time: 3779.22 ms [2022-04-11 01:52:30 main:574] : INFO : Epoch 1758 | loss: 0.0311764 | val_loss: 0.0311816 | Time: 3571.27 ms [2022-04-11 01:52:34 main:574] : INFO : Epoch 1759 | loss: 0.0311735 | val_loss: 0.031182 | Time: 3549.09 ms [2022-04-11 01:52:38 main:574] : INFO : Epoch 1760 | loss: 0.0311734 | val_loss: 0.0311777 | Time: 3565.07 ms [2022-04-11 01:52:41 main:574] : INFO : Epoch 1761 | loss: 0.0311737 | val_loss: 0.0311828 | Time: 3562.89 ms [2022-04-11 01:52:45 main:574] : INFO : Epoch 1762 | loss: 0.0311712 | val_loss: 0.0311766 | Time: 3655.94 ms [2022-04-11 01:52:49 main:574] : INFO : Epoch 1763 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 3531.05 ms [2022-04-11 01:52:52 main:574] : INFO : Epoch 1764 | loss: 0.0311686 | val_loss: 0.0311754 | Time: 3528.67 ms [2022-04-11 01:52:56 main:574] : INFO : Epoch 1765 | loss: 0.0311669 | val_loss: 0.0311745 | Time: 3700.96 ms [2022-04-11 01:53:10 main:574] : INFO : Epoch 1766 | loss: 0.0311686 | val_loss: 0.0311818 | Time: 13906 ms [2022-04-11 01:53:14 main:574] : INFO : Epoch 1767 | loss: 0.0311695 | val_loss: 0.0311748 | Time: 4160.09 ms [2022-04-11 01:53:18 main:574] : INFO : Epoch 1768 | loss: 0.0311667 | val_loss: 0.0311729 | Time: 3547.44 ms [2022-04-11 01:53:21 main:574] : INFO : Epoch 1769 | loss: 0.031167 | val_loss: 0.0311764 | Time: 3583.95 ms [2022-04-11 01:53:25 main:574] : INFO : Epoch 1770 | loss: 0.0311677 | val_loss: 0.0311786 | Time: 3638.52 ms [2022-04-11 01:53:29 main:574] : INFO : Epoch 1771 | loss: 0.031169 | val_loss: 0.031174 | Time: 3548.49 ms [2022-04-11 01:53:32 main:574] : INFO : Epoch 1772 | loss: 0.0311659 | val_loss: 0.0311737 | Time: 3550.99 ms [2022-04-11 01:53:36 main:574] : INFO : Epoch 1773 | loss: 0.0311694 | val_loss: 0.0311926 | Time: 3809.23 ms [2022-04-11 01:53:40 main:574] : INFO : Epoch 1774 | loss: 0.0311716 | val_loss: 0.0311722 | Time: 3524.6 ms [2022-04-11 01:53:43 main:574] : INFO : Epoch 1775 | loss: 0.0311659 | val_loss: 0.0311735 | Time: 3550.51 ms [2022-04-11 01:53:47 main:574] : INFO : Epoch 1776 | loss: 0.0311645 | val_loss: 0.0311763 | Time: 3755.92 ms [2022-04-11 01:53:51 main:574] : INFO : Epoch 1777 | loss: 0.0311647 | val_loss: 0.0311767 | Time: 3552.8 ms [2022-04-11 01:53:54 main:574] : INFO : Epoch 1778 | loss: 0.0311655 | val_loss: 0.0311749 | Time: 3623.7 ms [2022-04-11 01:53:58 main:574] : INFO : Epoch 1779 | loss: 0.0311634 | val_loss: 0.0311754 | Time: 3539.45 ms [2022-04-11 01:54:02 main:574] : INFO : Epoch 1780 | loss: 0.0311634 | val_loss: 0.0311757 | Time: 3561.59 ms [2022-04-11 01:54:05 main:574] : INFO : Epoch 1781 | loss: 0.0311643 | val_loss: 0.0311745 | Time: 3653.61 ms [2022-04-11 01:54:09 main:574] : INFO : Epoch 1782 | loss: 0.0311659 | val_loss: 0.0311757 | Time: 3747.25 ms [2022-04-11 01:54:14 main:574] : INFO : Epoch 1783 | loss: 0.0311644 | val_loss: 0.0311712 | Time: 4467.6 ms [2022-04-11 01:54:17 main:574] : INFO : Epoch 1784 | loss: 0.0311623 | val_loss: 0.031173 | Time: 3744.7 ms [2022-04-11 01:54:21 main:574] : INFO : Epoch 1785 | loss: 0.0311639 | val_loss: 0.0311718 | Time: 3562.09 ms [2022-04-11 01:54:25 main:574] : INFO : Epoch 1786 | loss: 0.0311614 | val_loss: 0.0311719 | Time: 3738.41 ms [2022-04-11 01:54:28 main:574] : INFO : Epoch 1787 | loss: 0.0311625 | val_loss: 0.0311724 | Time: 3558.07 ms [2022-04-11 01:54:32 main:574] : INFO : Epoch 1788 | loss: 0.0311612 | val_loss: 0.0311718 | Time: 3512.92 ms [2022-04-11 01:54:36 main:574] : INFO : Epoch 1789 | loss: 0.0311624 | val_loss: 0.0311752 | Time: 3859.51 ms [2022-04-11 01:54:39 main:574] : INFO : Epoch 1790 | loss: 0.031163 | val_loss: 0.0311757 | Time: 3580.14 ms [2022-04-11 01:54:43 main:574] : INFO : Epoch 1791 | loss: 0.0311622 | val_loss: 0.0311736 | Time: 3551.54 ms [2022-04-11 01:54:47 main:574] : INFO : Epoch 1792 | loss: 0.0311603 | val_loss: 0.0311702 | Time: 3695.72 ms [2022-04-11 01:54:50 main:574] : INFO : Epoch 1793 | loss: 0.0311601 | val_loss: 0.0311712 | Time: 3598.16 ms [2022-04-11 01:54:54 main:574] : INFO : Epoch 1794 | loss: 0.0311612 | val_loss: 0.0311711 | Time: 3504.7 ms [2022-04-11 01:54:58 main:574] : INFO : Epoch 1795 | loss: 0.03116 | val_loss: 0.03117 | Time: 3570.83 ms [2022-04-11 01:55:01 main:574] : INFO : Epoch 1796 | loss: 0.0311584 | val_loss: 0.0311713 | Time: 3564.33 ms [2022-04-11 01:55:05 main:574] : INFO : Epoch 1797 | loss: 0.0311587 | val_loss: 0.0311685 | Time: 3692.72 ms [2022-04-11 01:55:09 main:574] : INFO : Epoch 1798 | loss: 0.0311585 | val_loss: 0.0311694 | Time: 3611.03 ms [2022-04-11 01:55:13 main:574] : INFO : Epoch 1799 | loss: 0.0311583 | val_loss: 0.0311721 | Time: 3810.15 ms [2022-04-11 01:55:16 main:574] : INFO : Epoch 1800 | loss: 0.0311579 | val_loss: 0.0311717 | Time: 3670.23 ms [2022-04-11 01:55:20 main:574] : INFO : Epoch 1801 | loss: 0.0311585 | val_loss: 0.0311751 | Time: 3554.44 ms [2022-04-11 01:55:23 main:574] : INFO : Epoch 1802 | loss: 0.0311608 | val_loss: 0.0311823 | Time: 3531.36 ms [2022-04-11 01:55:27 main:574] : INFO : Epoch 1803 | loss: 0.0311604 | val_loss: 0.0311688 | Time: 3708.45 ms [2022-04-11 01:55:31 main:574] : INFO : Epoch 1804 | loss: 0.031159 | val_loss: 0.031174 | Time: 3560.68 ms [2022-04-11 01:55:35 main:574] : INFO : Epoch 1805 | loss: 0.0311589 | val_loss: 0.0311696 | Time: 3749.64 ms [2022-04-11 01:55:38 main:574] : INFO : Epoch 1806 | loss: 0.031157 | val_loss: 0.0311703 | Time: 3566.12 ms [2022-04-11 01:55:42 main:574] : INFO : Epoch 1807 | loss: 0.0311578 | val_loss: 0.0311704 | Time: 3565.76 ms [2022-04-11 01:55:46 main:574] : INFO : Epoch 1808 | loss: 0.031157 | val_loss: 0.0311715 | Time: 3790.05 ms [2022-04-11 01:55:49 main:574] : INFO : Epoch 1809 | loss: 0.0311575 | val_loss: 0.0311717 | Time: 3714.34 ms [2022-04-11 01:55:53 main:574] : INFO : Epoch 1810 | loss: 0.0311575 | val_loss: 0.0311679 | Time: 3554.59 ms [2022-04-11 01:55:57 main:574] : INFO : Epoch 1811 | loss: 0.0311595 | val_loss: 0.031171 | Time: 3694.58 ms [2022-04-11 01:56:00 main:574] : INFO : Epoch 1812 | loss: 0.0311583 | val_loss: 0.0311722 | Time: 3560.63 ms [2022-04-11 01:56:04 main:574] : INFO : Epoch 1813 | loss: 0.0311576 | val_loss: 0.0311711 | Time: 3613.86 ms [2022-04-11 01:56:08 main:574] : INFO : Epoch 1814 | loss: 0.0311588 | val_loss: 0.031171 | Time: 3586.46 ms [2022-04-11 01:56:12 main:574] : INFO : Epoch 1815 | loss: 0.0311593 | val_loss: 0.0311688 | Time: 4024.38 ms [2022-04-11 01:56:16 main:574] : INFO : Epoch 1816 | loss: 0.0311579 | val_loss: 0.0311739 | Time: 3789.56 ms [2022-04-11 01:56:19 main:574] : INFO : Epoch 1817 | loss: 0.0311575 | val_loss: 0.0311745 | Time: 3534.46 ms [2022-04-11 01:56:23 main:574] : INFO : Epoch 1818 | loss: 0.0311578 | val_loss: 0.0311705 | Time: 3550.61 ms [2022-04-11 01:56:27 main:574] : INFO : Epoch 1819 | loss: 0.0311575 | val_loss: 0.0311708 | Time: 3662.45 ms [2022-04-11 01:56:30 main:574] : INFO : Epoch 1820 | loss: 0.0311565 | val_loss: 0.0311714 | Time: 3533.49 ms [2022-04-11 01:56:34 main:574] : INFO : Epoch 1821 | loss: 0.0311577 | val_loss: 0.0311729 | Time: 3554.9 ms [2022-04-11 01:56:37 main:574] : INFO : Epoch 1822 | loss: 0.0311572 | val_loss: 0.0311705 | Time: 3680.72 ms [2022-04-11 01:56:41 main:574] : INFO : Epoch 1823 | loss: 0.0311587 | val_loss: 0.0311721 | Time: 3566.23 ms [2022-04-11 01:56:45 main:574] : INFO : Epoch 1824 | loss: 0.0311589 | val_loss: 0.0311726 | Time: 3655.37 ms [2022-04-11 01:56:48 main:574] : INFO : Epoch 1825 | loss: 0.0311587 | val_loss: 0.0311701 | Time: 3557.74 ms [2022-04-11 01:56:52 main:574] : INFO : Epoch 1826 | loss: 0.0311623 | val_loss: 0.0311809 | Time: 3559.31 ms [2022-04-11 01:56:56 main:574] : INFO : Epoch 1827 | loss: 0.0311598 | val_loss: 0.0311691 | Time: 3601.31 ms [2022-04-11 01:56:59 main:574] : INFO : Epoch 1828 | loss: 0.0311574 | val_loss: 0.0311708 | Time: 3537.33 ms [2022-04-11 01:57:03 main:574] : INFO : Epoch 1829 | loss: 0.0311759 | val_loss: 0.0311731 | Time: 3556.68 ms [2022-04-11 01:57:07 main:574] : INFO : Epoch 1830 | loss: 0.0311705 | val_loss: 0.0311688 | Time: 3724.97 ms [2022-04-11 01:57:11 main:574] : INFO : Epoch 1831 | loss: 0.0311667 | val_loss: 0.0311758 | Time: 3777.63 ms [2022-04-11 01:57:15 main:574] : INFO : Epoch 1832 | loss: 0.0311645 | val_loss: 0.0311692 | Time: 4382.65 ms [2022-04-11 01:57:19 main:574] : INFO : Epoch 1833 | loss: 0.0311625 | val_loss: 0.0311698 | Time: 3553.99 ms [2022-04-11 01:57:22 main:574] : INFO : Epoch 1834 | loss: 0.0311617 | val_loss: 0.0311686 | Time: 3587.96 ms [2022-04-11 01:57:26 main:574] : INFO : Epoch 1835 | loss: 0.031164 | val_loss: 0.0311673 | Time: 3881.74 ms [2022-04-11 01:57:30 main:574] : INFO : Epoch 1836 | loss: 0.0311627 | val_loss: 0.0311676 | Time: 3531.96 ms [2022-04-11 01:57:33 main:574] : INFO : Epoch 1837 | loss: 0.0311591 | val_loss: 0.0311664 | Time: 3485.23 ms [2022-04-11 01:57:37 main:574] : INFO : Epoch 1838 | loss: 0.0311605 | val_loss: 0.0311657 | Time: 3621.67 ms [2022-04-11 01:57:41 main:574] : INFO : Epoch 1839 | loss: 0.0311601 | val_loss: 0.0311698 | Time: 3545.74 ms [2022-04-11 01:57:44 main:574] : INFO : Epoch 1840 | loss: 0.031161 | val_loss: 0.0311666 | Time: 3602.45 ms [2022-04-11 01:57:48 main:574] : INFO : Epoch 1841 | loss: 0.0311592 | val_loss: 0.0311745 | Time: 3616.63 ms [2022-04-11 01:57:52 main:574] : INFO : Epoch 1842 | loss: 0.0311619 | val_loss: 0.0311685 | Time: 3562.33 ms [2022-04-11 01:57:55 main:574] : INFO : Epoch 1843 | loss: 0.0311616 | val_loss: 0.0311675 | Time: 3768.93 ms [2022-04-11 01:57:59 main:574] : INFO : Epoch 1844 | loss: 0.031164 | val_loss: 0.0311717 | Time: 3541.32 ms [2022-04-11 01:58:03 main:574] : INFO : Epoch 1845 | loss: 0.0311611 | val_loss: 0.031173 | Time: 3558.28 ms [2022-04-11 01:58:06 main:574] : INFO : Epoch 1846 | loss: 0.0311626 | val_loss: 0.031171 | Time: 3669.26 ms [2022-04-11 01:58:10 main:574] : INFO : Epoch 1847 | loss: 0.0311616 | val_loss: 0.031176 | Time: 3595.67 ms [2022-04-11 01:58:14 main:574] : INFO : Epoch 1848 | loss: 0.0311615 | val_loss: 0.0311718 | Time: 4236.25 ms [2022-04-11 01:58:18 main:574] : INFO : Epoch 1849 | loss: 0.0311589 | val_loss: 0.0311678 | Time: 3617.24 ms [2022-04-11 01:58:22 main:574] : INFO : Epoch 1850 | loss: 0.0311581 | val_loss: 0.0311688 | Time: 3763.15 ms [2022-04-11 01:58:26 main:574] : INFO : Epoch 1851 | loss: 0.0311591 | val_loss: 0.031168 | Time: 3764.36 ms [2022-04-11 01:58:29 main:574] : INFO : Epoch 1852 | loss: 0.0311574 | val_loss: 0.0311686 | Time: 3471.15 ms [2022-04-11 01:58:33 main:574] : INFO : Epoch 1853 | loss: 0.0311572 | val_loss: 0.0311673 | Time: 3520.9 ms [2022-04-11 01:58:36 main:574] : INFO : Epoch 1854 | loss: 0.0311614 | val_loss: 0.0311773 | Time: 3669.03 ms [2022-04-11 01:58:40 main:574] : INFO : Epoch 1855 | loss: 0.0311635 | val_loss: 0.0311722 | Time: 3555.69 ms [2022-04-11 01:58:44 main:574] : INFO : Epoch 1856 | loss: 0.0311631 | val_loss: 0.0311687 | Time: 3552.79 ms [2022-04-11 01:58:47 main:574] : INFO : Epoch 1857 | loss: 0.0311592 | val_loss: 0.0311681 | Time: 3695.97 ms [2022-04-11 01:58:51 main:574] : INFO : Epoch 1858 | loss: 0.0311571 | val_loss: 0.0311707 | Time: 3532.36 ms [2022-04-11 01:58:55 main:574] : INFO : Epoch 1859 | loss: 0.0311574 | val_loss: 0.031167 | Time: 3628.15 ms [2022-04-11 01:58:58 main:574] : INFO : Epoch 1860 | loss: 0.0311573 | val_loss: 0.0311683 | Time: 3462.66 ms [2022-04-11 01:59:02 main:574] : INFO : Epoch 1861 | loss: 0.0311548 | val_loss: 0.0311676 | Time: 3501.29 ms [2022-04-11 01:59:05 main:574] : INFO : Epoch 1862 | loss: 0.0311544 | val_loss: 0.0311672 | Time: 3680.91 ms [2022-04-11 01:59:09 main:574] : INFO : Epoch 1863 | loss: 0.0311546 | val_loss: 0.0311727 | Time: 3571.28 ms [2022-04-11 01:59:13 main:574] : INFO : Epoch 1864 | loss: 0.0311571 | val_loss: 0.0311686 | Time: 4107.77 ms [2022-04-11 01:59:17 main:574] : INFO : Epoch 1865 | loss: 0.0311554 | val_loss: 0.031171 | Time: 3679.86 ms [2022-04-11 01:59:20 main:574] : INFO : Epoch 1866 | loss: 0.0311558 | val_loss: 0.0311697 | Time: 3541.18 ms [2022-04-11 01:59:24 main:574] : INFO : Epoch 1867 | loss: 0.0311562 | val_loss: 0.0311681 | Time: 3570.07 ms [2022-04-11 01:59:28 main:574] : INFO : Epoch 1868 | loss: 0.031152 | val_loss: 0.0311694 | Time: 3680.84 ms [2022-04-11 01:59:31 main:574] : INFO : Epoch 1869 | loss: 0.031152 | val_loss: 0.0311657 | Time: 3563.44 ms [2022-04-11 01:59:35 main:574] : INFO : Epoch 1870 | loss: 0.0311513 | val_loss: 0.0311667 | Time: 3669.7 ms [2022-04-11 01:59:39 main:574] : INFO : Epoch 1871 | loss: 0.0311541 | val_loss: 0.0311701 | Time: 3531.12 ms [2022-04-11 01:59:42 main:574] : INFO : Epoch 1872 | loss: 0.0311552 | val_loss: 0.0311665 | Time: 3537.82 ms [2022-04-11 01:59:46 main:574] : INFO : Epoch 1873 | loss: 0.0311548 | val_loss: 0.0311686 | Time: 3671.38 ms [2022-04-11 01:59:50 main:574] : INFO : Epoch 1874 | loss: 0.0311555 | val_loss: 0.0311655 | Time: 3544.27 ms [2022-04-11 01:59:53 main:574] : INFO : Epoch 1875 | loss: 0.0311546 | val_loss: 0.0311669 | Time: 3539.45 ms [2022-04-11 01:59:57 main:574] : INFO : Epoch 1876 | loss: 0.0311568 | val_loss: 0.0311691 | Time: 3568.79 ms [2022-04-11 02:00:01 main:574] : INFO : Epoch 1877 | loss: 0.0311576 | val_loss: 0.0311653 | Time: 3569.91 ms [2022-04-11 02:00:04 main:574] : INFO : Epoch 1878 | loss: 0.0311574 | val_loss: 0.0311671 | Time: 3503.18 ms [2022-04-11 02:00:08 main:574] : INFO : Epoch 1879 | loss: 0.0311572 | val_loss: 0.0311638 | Time: 3623.52 ms [2022-04-11 02:00:12 main:574] : INFO : Epoch 1880 | loss: 0.0311553 | val_loss: 0.0311638 | Time: 3793.67 ms [2022-04-11 02:00:16 main:574] : INFO : Epoch 1881 | loss: 0.0311552 | val_loss: 0.0311668 | Time: 4266.33 ms [2022-04-11 02:00:20 main:574] : INFO : Epoch 1882 | loss: 0.0311619 | val_loss: 0.0311653 | Time: 3569.01 ms [2022-04-11 02:00:23 main:574] : INFO : Epoch 1883 | loss: 0.0311633 | val_loss: 0.0311662 | Time: 3540.99 ms [2022-04-11 02:00:27 main:574] : INFO : Epoch 1884 | loss: 0.0311608 | val_loss: 0.0311667 | Time: 3864.3 ms [2022-04-11 02:00:31 main:574] : INFO : Epoch 1885 | loss: 0.0311604 | val_loss: 0.0311662 | Time: 3584.78 ms [2022-04-11 02:00:34 main:574] : INFO : Epoch 1886 | loss: 0.031159 | val_loss: 0.0311652 | Time: 3574.72 ms [2022-04-11 02:00:38 main:574] : INFO : Epoch 1887 | loss: 0.0311635 | val_loss: 0.031171 | Time: 3720.39 ms [2022-04-11 02:00:42 main:574] : INFO : Epoch 1888 | loss: 0.0311611 | val_loss: 0.0311685 | Time: 3589.42 ms [2022-04-11 02:00:46 main:574] : INFO : Epoch 1889 | loss: 0.0311609 | val_loss: 0.0311676 | Time: 3779.47 ms [2022-04-11 02:00:49 main:574] : INFO : Epoch 1890 | loss: 0.0311604 | val_loss: 0.0311655 | Time: 3553.9 ms [2022-04-11 02:00:53 main:574] : INFO : Epoch 1891 | loss: 0.0311588 | val_loss: 0.0311715 | Time: 3582.49 ms [2022-04-11 02:00:56 main:574] : INFO : Epoch 1892 | loss: 0.031162 | val_loss: 0.0311731 | Time: 3585.44 ms [2022-04-11 02:01:00 main:574] : INFO : Epoch 1893 | loss: 0.0311599 | val_loss: 0.0311651 | Time: 3530.83 ms [2022-04-11 02:01:04 main:574] : INFO : Epoch 1894 | loss: 0.0311598 | val_loss: 0.0311662 | Time: 3532.63 ms [2022-04-11 02:01:07 main:574] : INFO : Epoch 1895 | loss: 0.0311603 | val_loss: 0.0311686 | Time: 3793.5 ms [2022-04-11 02:01:11 main:574] : INFO : Epoch 1896 | loss: 0.0311587 | val_loss: 0.0311626 | Time: 3614.28 ms [2022-04-11 02:01:15 main:574] : INFO : Epoch 1897 | loss: 0.0311596 | val_loss: 0.0311691 | Time: 4289.88 ms [2022-04-11 02:01:19 main:574] : INFO : Epoch 1898 | loss: 0.031158 | val_loss: 0.031166 | Time: 3547.59 ms [2022-04-11 02:01:23 main:574] : INFO : Epoch 1899 | loss: 0.0311588 | val_loss: 0.0311685 | Time: 3510.11 ms [2022-04-11 02:01:26 main:574] : INFO : Epoch 1900 | loss: 0.031157 | val_loss: 0.0311675 | Time: 3651.76 ms [2022-04-11 02:01:30 main:574] : INFO : Epoch 1901 | loss: 0.0311574 | val_loss: 0.0311704 | Time: 3541.28 ms [2022-04-11 02:01:34 main:574] : INFO : Epoch 1902 | loss: 0.0311578 | val_loss: 0.0311707 | Time: 3550.21 ms [2022-04-11 02:01:37 main:574] : INFO : Epoch 1903 | loss: 0.0311576 | val_loss: 0.0311662 | Time: 3662.96 ms [2022-04-11 02:01:41 main:574] : INFO : Epoch 1904 | loss: 0.0311553 | val_loss: 0.0311659 | Time: 3525.16 ms [2022-04-11 02:01:44 main:574] : INFO : Epoch 1905 | loss: 0.031157 | val_loss: 0.0311684 | Time: 3525.53 ms [2022-04-11 02:01:48 main:574] : INFO : Epoch 1906 | loss: 0.0311578 | val_loss: 0.0311721 | Time: 3583.09 ms [2022-04-11 02:01:52 main:574] : INFO : Epoch 1907 | loss: 0.0311583 | val_loss: 0.0311683 | Time: 3546 ms [2022-04-11 02:01:55 main:574] : INFO : Epoch 1908 | loss: 0.0311564 | val_loss: 0.0311709 | Time: 3710.23 ms [2022-04-11 02:01:59 main:574] : INFO : Epoch 1909 | loss: 0.0311579 | val_loss: 0.0311658 | Time: 3552.96 ms [2022-04-11 02:02:03 main:574] : INFO : Epoch 1910 | loss: 0.0311561 | val_loss: 0.0311655 | Time: 3545.19 ms [2022-04-11 02:02:06 main:574] : INFO : Epoch 1911 | loss: 0.0311566 | val_loss: 0.031165 | Time: 3596.64 ms [2022-04-11 02:02:10 main:574] : INFO : Epoch 1912 | loss: 0.0311559 | val_loss: 0.0311684 | Time: 3555.84 ms [2022-04-11 02:02:14 main:574] : INFO : Epoch 1913 | loss: 0.0311564 | val_loss: 0.0311657 | Time: 3920.93 ms [2022-04-11 02:02:18 main:574] : INFO : Epoch 1914 | loss: 0.0311555 | val_loss: 0.0311664 | Time: 3691.87 ms [2022-04-11 02:02:21 main:574] : INFO : Epoch 1915 | loss: 0.031155 | val_loss: 0.0311683 | Time: 3460.09 ms [2022-04-11 02:02:25 main:574] : INFO : Epoch 1916 | loss: 0.0311547 | val_loss: 0.0311638 | Time: 3624.81 ms [2022-04-11 02:02:28 main:574] : INFO : Epoch 1917 | loss: 0.0311547 | val_loss: 0.0311717 | Time: 3560.18 ms [2022-04-11 02:02:32 main:574] : INFO : Epoch 1918 | loss: 0.0311539 | val_loss: 0.031167 | Time: 3565.53 ms [2022-04-11 02:02:36 main:574] : INFO : Epoch 1919 | loss: 0.0311555 | val_loss: 0.0311663 | Time: 3744.72 ms [2022-04-11 02:02:40 main:574] : INFO : Epoch 1920 | loss: 0.0311588 | val_loss: 0.0311653 | Time: 3547.53 ms [2022-04-11 02:02:43 main:574] : INFO : Epoch 1921 | loss: 0.0311586 | val_loss: 0.031174 | Time: 3533.65 ms [2022-04-11 02:02:47 main:574] : INFO : Epoch 1922 | loss: 0.0311581 | val_loss: 0.0311626 | Time: 3680.51 ms [2022-04-11 02:02:50 main:574] : INFO : Epoch 1923 | loss: 0.0311554 | val_loss: 0.0311643 | Time: 3545.53 ms [2022-04-11 02:02:54 main:574] : INFO : Epoch 1924 | loss: 0.0311545 | val_loss: 0.0311667 | Time: 3516.88 ms [2022-04-11 02:02:58 main:574] : INFO : Epoch 1925 | loss: 0.0311563 | val_loss: 0.0311654 | Time: 3627.48 ms [2022-04-11 02:03:01 main:574] : INFO : Epoch 1926 | loss: 0.0311545 | val_loss: 0.0311655 | Time: 3547.04 ms [2022-04-11 02:03:05 main:574] : INFO : Epoch 1927 | loss: 0.0311547 | val_loss: 0.0311634 | Time: 3591.91 ms [2022-04-11 02:03:08 main:574] : INFO : Epoch 1928 | loss: 0.0311548 | val_loss: 0.0311643 | Time: 3548.49 ms [2022-04-11 02:03:12 main:574] : INFO : Epoch 1929 | loss: 0.0311543 | val_loss: 0.0311635 | Time: 3556.05 ms [2022-04-11 02:03:16 main:574] : INFO : Epoch 1930 | loss: 0.0311536 | val_loss: 0.0311633 | Time: 3895.36 ms [2022-04-11 02:03:20 main:574] : INFO : Epoch 1931 | loss: 0.0311548 | val_loss: 0.0311667 | Time: 3525.79 ms [2022-04-11 02:03:23 main:574] : INFO : Epoch 1932 | loss: 0.0311567 | val_loss: 0.0311745 | Time: 3489.64 ms [2022-04-11 02:03:27 main:574] : INFO : Epoch 1933 | loss: 0.0311546 | val_loss: 0.0311645 | Time: 3766.13 ms [2022-04-11 02:03:31 main:574] : INFO : Epoch 1934 | loss: 0.0311535 | val_loss: 0.0311655 | Time: 3512.35 ms [2022-04-11 02:03:34 main:574] : INFO : Epoch 1935 | loss: 0.0311533 | val_loss: 0.0311647 | Time: 3535.5 ms [2022-04-11 02:03:38 main:574] : INFO : Epoch 1936 | loss: 0.0311527 | val_loss: 0.0311664 | Time: 3634.79 ms [2022-04-11 02:03:41 main:574] : INFO : Epoch 1937 | loss: 0.0311521 | val_loss: 0.0311643 | Time: 3480.53 ms [2022-04-11 02:03:45 main:574] : INFO : Epoch 1938 | loss: 0.0311554 | val_loss: 0.0311775 | Time: 3645.28 ms [2022-04-11 02:03:49 main:574] : INFO : Epoch 1939 | loss: 0.0311568 | val_loss: 0.0311686 | Time: 3578.97 ms [2022-04-11 02:03:52 main:574] : INFO : Epoch 1940 | loss: 0.0311515 | val_loss: 0.0311653 | Time: 3590.62 ms [2022-04-11 02:03:56 main:574] : INFO : Epoch 1941 | loss: 0.0311566 | val_loss: 0.0311739 | Time: 3631.03 ms [2022-04-11 02:04:00 main:574] : INFO : Epoch 1942 | loss: 0.0311529 | val_loss: 0.0311639 | Time: 3534.56 ms [2022-04-11 02:04:03 main:574] : INFO : Epoch 1943 | loss: 0.0311506 | val_loss: 0.0311639 | Time: 3545.68 ms [2022-04-11 02:04:07 main:574] : INFO : Epoch 1944 | loss: 0.0311511 | val_loss: 0.0311636 | Time: 3617.64 ms [2022-04-11 02:04:11 main:574] : INFO : Epoch 1945 | loss: 0.0311521 | val_loss: 0.0311639 | Time: 3569.76 ms [2022-04-11 02:04:14 main:574] : INFO : Epoch 1946 | loss: 0.0311543 | val_loss: 0.0311635 | Time: 3621.02 ms [2022-04-11 02:04:18 main:574] : INFO : Epoch 1947 | loss: 0.0311529 | val_loss: 0.0311682 | Time: 3647.83 ms [2022-04-11 02:04:21 main:574] : INFO : Epoch 1948 | loss: 0.0311533 | val_loss: 0.0311599 | Time: 3557 ms [2022-04-11 02:04:25 main:574] : INFO : Epoch 1949 | loss: 0.0311531 | val_loss: 0.0311633 | Time: 3558.69 ms [2022-04-11 02:04:29 main:574] : INFO : Epoch 1950 | loss: 0.0311535 | val_loss: 0.0311652 | Time: 3554.39 ms [2022-04-11 02:04:32 main:574] : INFO : Epoch 1951 | loss: 0.0311524 | val_loss: 0.0311616 | Time: 3528.08 ms [2022-04-11 02:04:36 main:574] : INFO : Epoch 1952 | loss: 0.0311531 | val_loss: 0.0311642 | Time: 3649.41 ms [2022-04-11 02:04:40 main:574] : INFO : Epoch 1953 | loss: 0.0311554 | val_loss: 0.0311661 | Time: 3541.07 ms [2022-04-11 02:04:43 main:574] : INFO : Epoch 1954 | loss: 0.0311555 | val_loss: 0.0311689 | Time: 3543.23 ms [2022-04-11 02:04:47 main:574] : INFO : Epoch 1955 | loss: 0.0311545 | val_loss: 0.0311665 | Time: 3562.73 ms [2022-04-11 02:04:50 main:574] : INFO : Epoch 1956 | loss: 0.031154 | val_loss: 0.0311681 | Time: 3520.47 ms [2022-04-11 02:04:54 main:574] : INFO : Epoch 1957 | loss: 0.0311539 | val_loss: 0.0311694 | Time: 3545.91 ms [2022-04-11 02:04:58 main:574] : INFO : Epoch 1958 | loss: 0.0311533 | val_loss: 0.0311645 | Time: 3677.45 ms [2022-04-11 02:05:01 main:574] : INFO : Epoch 1959 | loss: 0.0311545 | val_loss: 0.0311633 | Time: 3545.79 ms [2022-04-11 02:05:05 main:574] : INFO : Epoch 1960 | loss: 0.0311536 | val_loss: 0.0311668 | Time: 3593.22 ms [2022-04-11 02:05:09 main:574] : INFO : Epoch 1961 | loss: 0.0311537 | val_loss: 0.0311684 | Time: 3649.77 ms [2022-04-11 02:05:12 main:574] : INFO : Epoch 1962 | loss: 0.0311546 | val_loss: 0.031166 | Time: 3549.62 ms [2022-04-11 02:05:16 main:574] : INFO : Epoch 1963 | loss: 0.0311548 | val_loss: 0.0311643 | Time: 3813.9 ms [2022-04-11 02:05:20 main:574] : INFO : Epoch 1964 | loss: 0.0311618 | val_loss: 0.0311674 | Time: 3547.09 ms [2022-04-11 02:05:23 main:574] : INFO : Epoch 1965 | loss: 0.0311624 | val_loss: 0.0311679 | Time: 3537.86 ms [2022-04-11 02:05:27 main:574] : INFO : Epoch 1966 | loss: 0.0311605 | val_loss: 0.0311624 | Time: 3702.22 ms [2022-04-11 02:05:31 main:574] : INFO : Epoch 1967 | loss: 0.0311602 | val_loss: 0.0311631 | Time: 3501.83 ms [2022-04-11 02:05:34 main:574] : INFO : Epoch 1968 | loss: 0.0311592 | val_loss: 0.031167 | Time: 3536.46 ms [2022-04-11 02:05:38 main:574] : INFO : Epoch 1969 | loss: 0.0311591 | val_loss: 0.0311645 | Time: 4036.69 ms [2022-04-11 02:05:42 main:574] : INFO : Epoch 1970 | loss: 0.0311573 | val_loss: 0.0311666 | Time: 3520.58 ms [2022-04-11 02:05:45 main:574] : INFO : Epoch 1971 | loss: 0.0311602 | val_loss: 0.0311704 | Time: 3539.54 ms [2022-04-11 02:05:49 main:574] : INFO : Epoch 1972 | loss: 0.0311613 | val_loss: 0.0311673 | Time: 3523.83 ms [2022-04-11 02:05:53 main:574] : INFO : Epoch 1973 | loss: 0.0311585 | val_loss: 0.0311663 | Time: 3516.49 ms [2022-04-11 02:05:56 main:574] : INFO : Epoch 1974 | loss: 0.0311573 | val_loss: 0.0311641 | Time: 3630.17 ms [2022-04-11 02:06:00 main:574] : INFO : Epoch 1975 | loss: 0.0311554 | val_loss: 0.0311646 | Time: 3556.79 ms [2022-04-11 02:06:04 main:574] : INFO : Epoch 1976 | loss: 0.0311549 | val_loss: 0.0311672 | Time: 3547.91 ms [2022-04-11 02:06:07 main:574] : INFO : Epoch 1977 | loss: 0.0311562 | val_loss: 0.0311668 | Time: 3800.02 ms [2022-04-11 02:06:11 main:574] : INFO : Epoch 1978 | loss: 0.0311562 | val_loss: 0.0311674 | Time: 3541.37 ms [2022-04-11 02:06:15 main:574] : INFO : Epoch 1979 | loss: 0.0311556 | val_loss: 0.0311655 | Time: 3607.29 ms [2022-04-11 02:06:18 main:574] : INFO : Epoch 1980 | loss: 0.0311545 | val_loss: 0.0311668 | Time: 3615.76 ms [2022-04-11 02:06:22 main:574] : INFO : Epoch 1981 | loss: 0.0311542 | val_loss: 0.0311641 | Time: 3598.87 ms [2022-04-11 02:06:26 main:574] : INFO : Epoch 1982 | loss: 0.0311542 | val_loss: 0.0311649 | Time: 3688.29 ms [2022-04-11 02:06:29 main:574] : INFO : Epoch 1983 | loss: 0.0311528 | val_loss: 0.0311645 | Time: 3551.34 ms [2022-04-11 02:06:33 main:574] : INFO : Epoch 1984 | loss: 0.0311546 | val_loss: 0.0311652 | Time: 3546.97 ms [2022-04-11 02:06:37 main:574] : INFO : Epoch 1985 | loss: 0.0311549 | val_loss: 0.0311645 | Time: 3684.51 ms [2022-04-11 02:06:40 main:574] : INFO : Epoch 1986 | loss: 0.0311535 | val_loss: 0.0311633 | Time: 3514.69 ms [2022-04-11 02:06:44 main:574] : INFO : Epoch 1987 | loss: 0.0311542 | val_loss: 0.0311664 | Time: 3547.78 ms [2022-04-11 02:06:48 main:574] : INFO : Epoch 1988 | loss: 0.0311519 | val_loss: 0.0311669 | Time: 3786.02 ms [2022-04-11 02:06:51 main:574] : INFO : Epoch 1989 | loss: 0.0311521 | val_loss: 0.0311642 | Time: 3528.44 ms [2022-04-11 02:06:55 main:574] : INFO : Epoch 1990 | loss: 0.0311511 | val_loss: 0.0311645 | Time: 3560.56 ms [2022-04-11 02:06:59 main:574] : INFO : Epoch 1991 | loss: 0.0311516 | val_loss: 0.0311648 | Time: 3676.63 ms [2022-04-11 02:07:02 main:574] : INFO : Epoch 1992 | loss: 0.0311519 | val_loss: 0.0311646 | Time: 3474.7 ms [2022-04-11 02:07:06 main:574] : INFO : Epoch 1993 | loss: 0.0311526 | val_loss: 0.0311655 | Time: 3713.87 ms [2022-04-11 02:07:09 main:574] : INFO : Epoch 1994 | loss: 0.0311529 | val_loss: 0.0311661 | Time: 3546.81 ms [2022-04-11 02:07:13 main:574] : INFO : Epoch 1995 | loss: 0.0311572 | val_loss: 0.0311665 | Time: 3544.46 ms [2022-04-11 02:07:17 main:574] : INFO : Epoch 1996 | loss: 0.0311542 | val_loss: 0.0311649 | Time: 3832.5 ms [2022-04-11 02:07:20 main:574] : INFO : Epoch 1997 | loss: 0.0311532 | val_loss: 0.0311692 | Time: 3559.97 ms [2022-04-11 02:07:24 main:574] : INFO : Epoch 1998 | loss: 0.0311542 | val_loss: 0.0311687 | Time: 3544.91 ms [2022-04-11 02:07:28 main:574] : INFO : Epoch 1999 | loss: 0.0311545 | val_loss: 0.0311672 | Time: 3728.46 ms [2022-04-11 02:07:31 main:574] : INFO : Epoch 2000 | loss: 0.0311564 | val_loss: 0.0311636 | Time: 3533.58 ms [2022-04-11 02:07:35 main:574] : INFO : Epoch 2001 | loss: 0.0311534 | val_loss: 0.0311644 | Time: 3494.11 ms [2022-04-11 02:07:39 main:574] : INFO : Epoch 2002 | loss: 0.0311543 | val_loss: 0.0311666 | Time: 3580.12 ms [2022-04-11 02:07:42 main:574] : INFO : Epoch 2003 | loss: 0.0311541 | val_loss: 0.031163 | Time: 3542.32 ms [2022-04-11 02:07:46 main:574] : INFO : Epoch 2004 | loss: 0.0311546 | val_loss: 0.0311678 | Time: 3626.64 ms [2022-04-11 02:07:50 main:574] : INFO : Epoch 2005 | loss: 0.0311557 | val_loss: 0.0311637 | Time: 3543.28 ms [2022-04-11 02:07:53 main:574] : INFO : Epoch 2006 | loss: 0.0311552 | val_loss: 0.0311651 | Time: 3542.62 ms [2022-04-11 02:07:57 main:574] : INFO : Epoch 2007 | loss: 0.0311531 | val_loss: 0.0311743 | Time: 3687.31 ms [2022-04-11 02:08:00 main:574] : INFO : Epoch 2008 | loss: 0.0311577 | val_loss: 0.0311673 | Time: 3548.34 ms [2022-04-11 02:08:04 main:574] : INFO : Epoch 2009 | loss: 0.0311537 | val_loss: 0.0311672 | Time: 3546.82 ms [2022-04-11 02:08:08 main:574] : INFO : Epoch 2010 | loss: 0.0311522 | val_loss: 0.0311661 | Time: 3849.04 ms [2022-04-11 02:08:12 main:574] : INFO : Epoch 2011 | loss: 0.0311525 | val_loss: 0.0311652 | Time: 3589.22 ms [2022-04-11 02:08:15 main:574] : INFO : Epoch 2012 | loss: 0.0311546 | val_loss: 0.0311631 | Time: 3610.75 ms [2022-04-11 02:08:19 main:574] : INFO : Epoch 2013 | loss: 0.0311542 | val_loss: 0.0311642 | Time: 3580.95 ms [2022-04-11 02:08:23 main:574] : INFO : Epoch 2014 | loss: 0.0311531 | val_loss: 0.0311643 | Time: 3550.32 ms [2022-04-11 02:08:26 main:574] : INFO : Epoch 2015 | loss: 0.0311536 | val_loss: 0.0311649 | Time: 3689.63 ms [2022-04-11 02:08:30 main:574] : INFO : Epoch 2016 | loss: 0.0311514 | val_loss: 0.0311665 | Time: 3563.34 ms [2022-04-11 02:08:33 main:574] : INFO : Epoch 2017 | loss: 0.0311534 | val_loss: 0.0311652 | Time: 3532.32 ms [2022-04-11 02:08:37 main:574] : INFO : Epoch 2018 | loss: 0.0311528 | val_loss: 0.0311662 | Time: 3665.16 ms [2022-04-11 02:08:41 main:574] : INFO : Epoch 2019 | loss: 0.0311513 | val_loss: 0.0311647 | Time: 3547.73 ms [2022-04-11 02:08:44 main:574] : INFO : Epoch 2020 | loss: 0.0311506 | val_loss: 0.0311686 | Time: 3530.61 ms [2022-04-11 02:08:48 main:574] : INFO : Epoch 2021 | loss: 0.0311522 | val_loss: 0.0311631 | Time: 3634.61 ms [2022-04-11 02:08:52 main:574] : INFO : Epoch 2022 | loss: 0.0311511 | val_loss: 0.0311655 | Time: 3542.74 ms [2022-04-11 02:08:55 main:574] : INFO : Epoch 2023 | loss: 0.0311507 | val_loss: 0.0311647 | Time: 3524.94 ms [2022-04-11 02:08:59 main:574] : INFO : Epoch 2024 | loss: 0.0311509 | val_loss: 0.0311641 | Time: 3589.1 ms [2022-04-11 02:09:03 main:574] : INFO : Epoch 2025 | loss: 0.0311538 | val_loss: 0.0311642 | Time: 3564.41 ms [2022-04-11 02:09:06 main:574] : INFO : Epoch 2026 | loss: 0.0311582 | val_loss: 0.0311695 | Time: 3758.35 ms [2022-04-11 02:09:10 main:574] : INFO : Epoch 2027 | loss: 0.0311543 | val_loss: 0.0311647 | Time: 3558.93 ms [2022-04-11 02:09:14 main:574] : INFO : Epoch 2028 | loss: 0.0311516 | val_loss: 0.0311633 | Time: 3552.68 ms [2022-04-11 02:09:17 main:574] : INFO : Epoch 2029 | loss: 0.0311525 | val_loss: 0.0311621 | Time: 3643.96 ms [2022-04-11 02:09:21 main:574] : INFO : Epoch 2030 | loss: 0.0311512 | val_loss: 0.0311632 | Time: 3544.23 ms [2022-04-11 02:09:24 main:574] : INFO : Epoch 2031 | loss: 0.0311524 | val_loss: 0.0311657 | Time: 3550.51 ms [2022-04-11 02:09:28 main:574] : INFO : Epoch 2032 | loss: 0.0311533 | val_loss: 0.0311649 | Time: 3641.6 ms [2022-04-11 02:09:32 main:574] : INFO : Epoch 2033 | loss: 0.0311525 | val_loss: 0.0311654 | Time: 3591.12 ms [2022-04-11 02:09:35 main:574] : INFO : Epoch 2034 | loss: 0.0311523 | val_loss: 0.0311639 | Time: 3704.52 ms [2022-04-11 02:09:39 main:574] : INFO : Epoch 2035 | loss: 0.0311519 | val_loss: 0.0311629 | Time: 3566.38 ms [2022-04-11 02:09:43 main:574] : INFO : Epoch 2036 | loss: 0.0311533 | val_loss: 0.031166 | Time: 3546.44 ms [2022-04-11 02:09:46 main:574] : INFO : Epoch 2037 | loss: 0.0311528 | val_loss: 0.0311636 | Time: 3652.57 ms [2022-04-11 02:09:50 main:574] : INFO : Epoch 2038 | loss: 0.0311533 | val_loss: 0.031168 | Time: 3545.54 ms [2022-04-11 02:09:54 main:574] : INFO : Epoch 2039 | loss: 0.031153 | val_loss: 0.0311646 | Time: 3503.82 ms [2022-04-11 02:09:57 main:574] : INFO : Epoch 2040 | loss: 0.0311511 | val_loss: 0.0311688 | Time: 3721.34 ms [2022-04-11 02:10:01 main:574] : INFO : Epoch 2041 | loss: 0.0311514 | val_loss: 0.0311632 | Time: 3547.2 ms [2022-04-11 02:10:05 main:574] : INFO : Epoch 2042 | loss: 0.0311534 | val_loss: 0.031164 | Time: 3561.32 ms [2022-04-11 02:10:08 main:574] : INFO : Epoch 2043 | loss: 0.0311501 | val_loss: 0.0311653 | Time: 3747.85 ms [2022-04-11 02:10:12 main:574] : INFO : Epoch 2044 | loss: 0.0311519 | val_loss: 0.0311714 | Time: 3528.03 ms [2022-04-11 02:10:16 main:574] : INFO : Epoch 2045 | loss: 0.0311556 | val_loss: 0.0311669 | Time: 3671.86 ms [2022-04-11 02:10:19 main:574] : INFO : Epoch 2046 | loss: 0.0311525 | val_loss: 0.0311695 | Time: 3545.25 ms [2022-04-11 02:10:23 main:574] : INFO : Epoch 2047 | loss: 0.0311512 | val_loss: 0.0311671 | Time: 3596 ms [2022-04-11 02:10:27 main:574] : INFO : Epoch 2048 | loss: 0.0311516 | val_loss: 0.0311684 | Time: 3790.48 ms [2022-04-11 02:10:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311684 [2022-04-11 02:10:27 main:603] : INFO : Saving end state to config to file [2022-04-11 02:10:27 main:608] : INFO : Success, exiting.. 02:10:27 (14764): 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)