Task 13515195
| Name | ParityModified-1647039962-15202-2-0_0 |
| Workunit | 10613011 |
| Created | 21 Mar 2022, 19:21:39 UTC |
| Sent | 29 Mar 2022, 1:44:17 UTC |
| Report deadline | 6 Apr 2022, 1:44:17 UTC |
| Received | 30 Mar 2022, 9:27:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13874 |
| Run time | 4 hours 1 min 30 sec |
| CPU time | 3 hours 55 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,492.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> | loss: 0.0311628 | val_loss: 0.0311633 | Time: 7311.61 ms [2022-03-29 22:52:33 main:574] : INFO : Epoch 1543 | loss: 0.0311589 | val_loss: 0.0311626 | Time: 7798.98 ms [2022-03-29 22:52:41 main:574] : INFO : Epoch 1544 | loss: 0.0311631 | val_loss: 0.0311633 | Time: 7696.85 ms [2022-03-29 22:52:48 main:574] : INFO : Epoch 1545 | loss: 0.0311613 | val_loss: 0.0311605 | Time: 7105.84 ms [2022-03-29 22:52:56 main:574] : INFO : Epoch 1546 | loss: 0.0311629 | val_loss: 0.0311707 | Time: 8419.87 ms [2022-03-29 22:53:04 main:574] : INFO : Epoch 1547 | loss: 0.031157 | val_loss: 0.0311604 | Time: 7305.16 ms [2022-03-29 22:53:11 main:574] : INFO : Epoch 1548 | loss: 0.0311556 | val_loss: 0.0311614 | Time: 7338.58 ms [2022-03-29 22:53:19 main:574] : INFO : Epoch 1549 | loss: 0.0311554 | val_loss: 0.0311587 | Time: 7427.29 ms [2022-03-29 22:53:26 main:574] : INFO : Epoch 1550 | loss: 0.0311537 | val_loss: 0.0311585 | Time: 7672.32 ms [2022-03-29 22:53:35 main:574] : INFO : Epoch 1551 | loss: 0.0311529 | val_loss: 0.0311574 | Time: 8236.14 ms [2022-03-29 22:53:42 main:574] : INFO : Epoch 1552 | loss: 0.0311538 | val_loss: 0.03116 | Time: 7655.02 ms [2022-03-29 22:53:50 main:574] : INFO : Epoch 1553 | loss: 0.0311514 | val_loss: 0.0311578 | Time: 7587.28 ms [2022-03-29 22:53:57 main:574] : INFO : Epoch 1554 | loss: 0.0311501 | val_loss: 0.0311586 | Time: 6999.85 ms [2022-03-29 22:54:04 main:574] : INFO : Epoch 1555 | loss: 0.0311488 | val_loss: 0.0311615 | Time: 7657.52 ms [2022-03-29 22:54:13 main:574] : INFO : Epoch 1556 | loss: 0.0311504 | val_loss: 0.0311599 | Time: 8265.93 ms [2022-03-29 22:54:21 main:574] : INFO : Epoch 1557 | loss: 0.0311502 | val_loss: 0.0311592 | Time: 8412.4 ms [2022-03-29 22:54:28 main:574] : INFO : Epoch 1558 | loss: 0.0311534 | val_loss: 0.0311598 | Time: 7171.96 ms [2022-03-29 22:54:36 main:574] : INFO : Epoch 1559 | loss: 0.0311513 | val_loss: 0.0311626 | Time: 7856.59 ms [2022-03-29 22:54:43 main:574] : INFO : Epoch 1560 | loss: 0.0311496 | val_loss: 0.0311592 | Time: 7085.65 ms [2022-03-29 22:54:51 main:574] : INFO : Epoch 1561 | loss: 0.0311485 | val_loss: 0.0311575 | Time: 7583.15 ms [2022-03-29 22:54:58 main:574] : INFO : Epoch 1562 | loss: 0.0311476 | val_loss: 0.0311645 | Time: 7124.75 ms [2022-03-29 22:55:05 main:574] : INFO : Epoch 1563 | loss: 0.031148 | val_loss: 0.0311599 | Time: 7100.03 ms [2022-03-29 22:55:13 main:574] : INFO : Epoch 1564 | loss: 0.0311471 | val_loss: 0.0311627 | Time: 8235.74 ms [2022-03-29 22:55:21 main:574] : INFO : Epoch 1565 | loss: 0.0311477 | val_loss: 0.0311616 | Time: 7184.85 ms [2022-03-29 22:55:28 main:574] : INFO : Epoch 1566 | loss: 0.0311481 | val_loss: 0.0311594 | Time: 6911.08 ms [2022-03-29 22:55:35 main:574] : INFO : Epoch 1567 | loss: 0.0311455 | val_loss: 0.0311599 | Time: 7781.62 ms [2022-03-29 22:55:43 main:574] : INFO : Epoch 1568 | loss: 0.0311482 | val_loss: 0.0311597 | Time: 7725.75 ms [2022-03-29 22:55:50 main:574] : INFO : Epoch 1569 | loss: 0.0311485 | val_loss: 0.0311627 | Time: 7305.54 ms [2022-03-29 22:55:57 main:574] : INFO : Epoch 1570 | loss: 0.0311494 | val_loss: 0.0311606 | Time: 7022.41 ms [2022-03-29 22:56:05 main:574] : INFO : Epoch 1571 | loss: 0.0311478 | val_loss: 0.031161 | Time: 7085.49 ms [2022-03-29 22:56:12 main:574] : INFO : Epoch 1572 | loss: 0.031147 | val_loss: 0.0311625 | Time: 7541.52 ms [2022-03-29 22:56:20 main:574] : INFO : Epoch 1573 | loss: 0.0311472 | val_loss: 0.0311564 | Time: 7916.64 ms [2022-03-29 22:56:29 main:574] : INFO : Epoch 1574 | loss: 0.0311462 | val_loss: 0.0311561 | Time: 8581.42 ms [2022-03-29 22:56:36 main:574] : INFO : Epoch 1575 | loss: 0.0311468 | val_loss: 0.0311554 | Time: 7459.41 ms [2022-03-29 22:56:43 main:574] : INFO : Epoch 1576 | loss: 0.0311451 | val_loss: 0.0311556 | Time: 7235.07 ms [2022-03-29 22:56:51 main:574] : INFO : Epoch 1577 | loss: 0.0311499 | val_loss: 0.0311565 | Time: 7141.23 ms [2022-03-29 22:56:58 main:574] : INFO : Epoch 1578 | loss: 0.0311527 | val_loss: 0.0311589 | Time: 7483.11 ms [2022-03-29 22:57:05 main:574] : INFO : Epoch 1579 | loss: 0.0311523 | val_loss: 0.0311596 | Time: 7427.3 ms [2022-03-29 22:57:14 main:574] : INFO : Epoch 1580 | loss: 0.0311521 | val_loss: 0.0311558 | Time: 8950.25 ms [2022-03-29 22:57:22 main:574] : INFO : Epoch 1581 | loss: 0.0311485 | val_loss: 0.0311543 | Time: 7766.9 ms [2022-03-29 22:57:30 main:574] : INFO : Epoch 1582 | loss: 0.0311474 | val_loss: 0.031153 | Time: 7630.29 ms [2022-03-29 22:57:37 main:574] : INFO : Epoch 1583 | loss: 0.0311505 | val_loss: 0.0311547 | Time: 7256.58 ms [2022-03-29 22:57:45 main:574] : INFO : Epoch 1584 | loss: 0.0311495 | val_loss: 0.0311523 | Time: 7432.15 ms [2022-03-29 22:57:52 main:574] : INFO : Epoch 1585 | loss: 0.0311494 | val_loss: 0.0311545 | Time: 6818.79 ms [2022-03-29 22:58:00 main:574] : INFO : Epoch 1586 | loss: 0.031147 | val_loss: 0.031154 | Time: 8061.28 ms [2022-03-29 22:58:08 main:574] : INFO : Epoch 1587 | loss: 0.0311469 | val_loss: 0.0311527 | Time: 8815.94 ms [2022-03-29 22:58:16 main:574] : INFO : Epoch 1588 | loss: 0.0311462 | val_loss: 0.0311535 | Time: 7197.8 ms [2022-03-29 22:58:23 main:574] : INFO : Epoch 1589 | loss: 0.0311479 | val_loss: 0.0311545 | Time: 7221.17 ms [2022-03-29 22:58:30 main:574] : INFO : Epoch 1590 | loss: 0.0311469 | val_loss: 0.031158 | Time: 7054.56 ms [2022-03-29 22:58:37 main:574] : INFO : Epoch 1591 | loss: 0.0311442 | val_loss: 0.0311553 | Time: 7354.35 ms [2022-03-29 22:58:44 main:574] : INFO : Epoch 1592 | loss: 0.0311445 | val_loss: 0.0311561 | Time: 7162.69 ms [2022-03-29 22:58:52 main:574] : INFO : Epoch 1593 | loss: 0.0311422 | val_loss: 0.0311545 | Time: 7568.13 ms [2022-03-29 22:59:00 main:574] : INFO : Epoch 1594 | loss: 0.0311441 | val_loss: 0.031155 | Time: 8097.02 ms [2022-03-29 22:59:08 main:574] : INFO : Epoch 1595 | loss: 0.0311443 | val_loss: 0.0311577 | Time: 8003.61 ms [2022-03-29 22:59:16 main:574] : INFO : Epoch 1596 | loss: 0.0311448 | val_loss: 0.0311583 | Time: 7657.62 ms [2022-03-29 22:59:24 main:574] : INFO : Epoch 1597 | loss: 0.0311426 | val_loss: 0.0311543 | Time: 7619.91 ms [2022-03-29 22:59:31 main:574] : INFO : Epoch 1598 | loss: 0.031145 | val_loss: 0.0311529 | Time: 7317.33 ms [2022-03-29 22:59:38 main:574] : INFO : Epoch 1599 | loss: 0.0311418 | val_loss: 0.0311534 | Time: 7609.38 ms [2022-03-29 22:59:46 main:574] : INFO : Epoch 1600 | loss: 0.0311407 | val_loss: 0.0311527 | Time: 7210.07 ms [2022-03-29 22:59:53 main:574] : INFO : Epoch 1601 | loss: 0.031141 | val_loss: 0.031153 | Time: 7391.43 ms [2022-03-29 23:00:01 main:574] : INFO : Epoch 1602 | loss: 0.03114 | val_loss: 0.0311521 | Time: 8326.52 ms [2022-03-29 23:00:10 main:574] : INFO : Epoch 1603 | loss: 0.0311398 | val_loss: 0.0311532 | Time: 8652.98 ms [2022-03-29 23:00:18 main:574] : INFO : Epoch 1604 | loss: 0.0311396 | val_loss: 0.0311512 | Time: 7615.4 ms [2022-03-29 23:00:25 main:574] : INFO : Epoch 1605 | loss: 0.031141 | val_loss: 0.0311548 | Time: 7704.99 ms [2022-03-29 23:00:33 main:574] : INFO : Epoch 1606 | loss: 0.0311403 | val_loss: 0.0311536 | Time: 7178.43 ms [2022-03-29 23:00:40 main:574] : INFO : Epoch 1607 | loss: 0.03114 | val_loss: 0.0311542 | Time: 7351.55 ms [2022-03-29 23:00:48 main:574] : INFO : Epoch 1608 | loss: 0.0311412 | val_loss: 0.0311584 | Time: 7502.91 ms [2022-03-29 23:00:55 main:574] : INFO : Epoch 1609 | loss: 0.0311415 | val_loss: 0.0311554 | Time: 7471.29 ms [2022-03-29 23:01:03 main:574] : INFO : Epoch 1610 | loss: 0.0311415 | val_loss: 0.0311614 | Time: 7591.98 ms [2022-03-29 23:01:10 main:574] : INFO : Epoch 1611 | loss: 0.0311424 | val_loss: 0.0311553 | Time: 7096.89 ms [2022-03-29 23:01:17 main:574] : INFO : Epoch 1612 | loss: 0.0311402 | val_loss: 0.0311552 | Time: 7661.55 ms [2022-03-29 23:01:25 main:574] : INFO : Epoch 1613 | loss: 0.0311422 | val_loss: 0.031158 | Time: 7533.54 ms [2022-03-29 23:01:33 main:574] : INFO : Epoch 1614 | loss: 0.0311435 | val_loss: 0.0311538 | Time: 8208.57 ms [2022-03-29 23:01:40 main:574] : INFO : Epoch 1615 | loss: 0.0311449 | val_loss: 0.0311545 | Time: 7086.48 ms [2022-03-29 23:01:47 main:574] : INFO : Epoch 1616 | loss: 0.0311456 | val_loss: 0.0311529 | Time: 7138.96 ms [2022-03-29 23:01:54 main:574] : INFO : Epoch 1617 | loss: 0.0311415 | val_loss: 0.0311586 | Time: 7063.08 ms [2022-03-29 23:02:02 main:574] : INFO : Epoch 1618 | loss: 0.0311435 | val_loss: 0.0311586 | Time: 7213.08 ms [2022-03-29 23:02:09 main:574] : INFO : Epoch 1619 | loss: 0.0311454 | val_loss: 0.0311519 | Time: 7525.85 ms [2022-03-29 23:02:16 main:574] : INFO : Epoch 1620 | loss: 0.031142 | val_loss: 0.031153 | Time: 6780.07 ms [2022-03-29 23:02:24 main:574] : INFO : Epoch 1621 | loss: 0.0311404 | val_loss: 0.0311533 | Time: 8435.28 ms [2022-03-29 23:02:32 main:574] : INFO : Epoch 1622 | loss: 0.0311412 | val_loss: 0.0311528 | Time: 7624.01 ms [2022-03-29 23:02:39 main:574] : INFO : Epoch 1623 | loss: 0.0311436 | val_loss: 0.0311531 | Time: 7157.88 ms [2022-03-29 23:02:46 main:574] : INFO : Epoch 1624 | loss: 0.0311467 | val_loss: 0.0311591 | Time: 6972.99 ms [2022-03-29 23:02:54 main:574] : INFO : Epoch 1625 | loss: 0.0311462 | val_loss: 0.0311546 | Time: 7218.07 ms [2022-03-29 23:03:00 main:574] : INFO : Epoch 1626 | loss: 0.0311446 | val_loss: 0.0311559 | Time: 6876.41 ms [2022-03-29 23:03:07 main:574] : INFO : Epoch 1627 | loss: 0.0311473 | val_loss: 0.0311558 | Time: 6990.83 ms [2022-03-29 23:03:15 main:574] : INFO : Epoch 1628 | loss: 0.0311454 | val_loss: 0.0311553 | Time: 7504.69 ms [2022-03-29 23:03:24 main:574] : INFO : Epoch 1629 | loss: 0.0311445 | val_loss: 0.0311579 | Time: 8646.98 ms [2022-03-29 23:03:31 main:574] : INFO : Epoch 1630 | loss: 0.0311457 | val_loss: 0.0311609 | Time: 7533.23 ms [2022-03-29 23:03:40 main:574] : INFO : Epoch 1631 | loss: 0.0311466 | val_loss: 0.0311603 | Time: 8398.28 ms [2022-03-29 23:03:47 main:574] : INFO : Epoch 1632 | loss: 0.0311457 | val_loss: 0.0311551 | Time: 7472.64 ms [2022-03-29 23:03:54 main:574] : INFO : Epoch 1633 | loss: 0.0311424 | val_loss: 0.0311555 | Time: 7102.23 ms [2022-03-29 23:04:01 main:574] : INFO : Epoch 1634 | loss: 0.0311413 | val_loss: 0.0311585 | Time: 6917.18 ms [2022-03-29 23:04:08 main:574] : INFO : Epoch 1635 | loss: 0.0311409 | val_loss: 0.031159 | Time: 7071.64 ms [2022-03-29 23:04:15 main:574] : INFO : Epoch 1636 | loss: 0.0311401 | val_loss: 0.0311561 | Time: 6883.43 ms [2022-03-29 23:04:23 main:574] : INFO : Epoch 1637 | loss: 0.0311401 | val_loss: 0.0311558 | Time: 7410.65 ms [2022-03-29 23:04:31 main:574] : INFO : Epoch 1638 | loss: 0.0311399 | val_loss: 0.0311595 | Time: 8120.16 ms [2022-03-29 23:04:38 main:574] : INFO : Epoch 1639 | loss: 0.0311423 | val_loss: 0.0311559 | Time: 7055.16 ms [2022-03-29 23:04:45 main:574] : INFO : Epoch 1640 | loss: 0.0311411 | val_loss: 0.0311625 | Time: 7661.16 ms [2022-03-29 23:04:53 main:574] : INFO : Epoch 1641 | loss: 0.0311481 | val_loss: 0.0311568 | Time: 7957.77 ms [2022-03-29 23:05:01 main:574] : INFO : Epoch 1642 | loss: 0.0311495 | val_loss: 0.0311601 | Time: 7953.72 ms [2022-03-29 23:05:09 main:574] : INFO : Epoch 1643 | loss: 0.0311501 | val_loss: 0.031161 | Time: 7516.87 ms [2022-03-29 23:05:17 main:574] : INFO : Epoch 1644 | loss: 0.0311487 | val_loss: 0.031155 | Time: 7830.03 ms [2022-03-29 23:05:24 main:574] : INFO : Epoch 1645 | loss: 0.0311513 | val_loss: 0.0311545 | Time: 7101.05 ms [2022-03-29 23:05:32 main:574] : INFO : Epoch 1646 | loss: 0.0311469 | val_loss: 0.0311596 | Time: 8170.33 ms [2022-03-29 23:05:40 main:574] : INFO : Epoch 1647 | loss: 0.0311497 | val_loss: 0.0311555 | Time: 8304.53 ms [2022-03-29 23:05:47 main:574] : INFO : Epoch 1648 | loss: 0.0311466 | val_loss: 0.0311532 | Time: 6959.68 ms [2022-03-29 23:05:55 main:574] : INFO : Epoch 1649 | loss: 0.0311463 | val_loss: 0.0311551 | Time: 7588.04 ms [2022-03-29 23:06:02 main:574] : INFO : Epoch 1650 | loss: 0.0311455 | val_loss: 0.0311569 | Time: 6858.55 ms [2022-03-29 23:06:09 main:574] : INFO : Epoch 1651 | loss: 0.0311447 | val_loss: 0.0311534 | Time: 6976.11 ms [2022-03-29 23:06:16 main:574] : INFO : Epoch 1652 | loss: 0.0311451 | val_loss: 0.0311561 | Time: 7557.9 ms [2022-03-29 23:06:24 main:574] : INFO : Epoch 1653 | loss: 0.0311445 | val_loss: 0.0311557 | Time: 7729.61 ms [2022-03-29 23:06:33 main:574] : INFO : Epoch 1654 | loss: 0.0311434 | val_loss: 0.0311563 | Time: 8708.64 ms [2022-03-29 23:06:40 main:574] : INFO : Epoch 1655 | loss: 0.0311422 | val_loss: 0.0311524 | Time: 7143.03 ms [2022-03-29 23:06:48 main:574] : INFO : Epoch 1656 | loss: 0.0311407 | val_loss: 0.0311537 | Time: 7559.08 ms [2022-03-29 23:06:54 main:574] : INFO : Epoch 1657 | loss: 0.0311398 | val_loss: 0.0311546 | Time: 6838.96 ms [2022-03-29 23:07:02 main:574] : INFO : Epoch 1658 | loss: 0.0311408 | val_loss: 0.0311544 | Time: 7278.32 ms [2022-03-29 23:07:10 main:574] : INFO : Epoch 1659 | loss: 0.0311417 | val_loss: 0.0311526 | Time: 8662.48 ms [2022-03-29 23:07:18 main:574] : INFO : Epoch 1660 | loss: 0.0311397 | val_loss: 0.0311506 | Time: 7890.67 ms [2022-03-29 23:07:26 main:574] : INFO : Epoch 1661 | loss: 0.0311404 | val_loss: 0.0311537 | Time: 7159.99 ms [2022-03-29 23:07:34 main:574] : INFO : Epoch 1662 | loss: 0.0311394 | val_loss: 0.0311533 | Time: 8128.78 ms [2022-03-29 23:07:41 main:574] : INFO : Epoch 1663 | loss: 0.0311395 | val_loss: 0.0311548 | Time: 7304.93 ms [2022-03-29 23:07:48 main:574] : INFO : Epoch 1664 | loss: 0.0311421 | val_loss: 0.0311516 | Time: 7091.3 ms [2022-03-29 23:07:56 main:574] : INFO : Epoch 1665 | loss: 0.0311424 | val_loss: 0.0311546 | Time: 8266.12 ms [2022-03-29 23:08:05 main:574] : INFO : Epoch 1666 | loss: 0.0311417 | val_loss: 0.0311555 | Time: 8394.56 ms [2022-03-29 23:08:13 main:574] : INFO : Epoch 1667 | loss: 0.0311411 | val_loss: 0.0311544 | Time: 8296.65 ms [2022-03-29 23:08:20 main:574] : INFO : Epoch 1668 | loss: 0.0311392 | val_loss: 0.0311552 | Time: 7206.34 ms [2022-03-29 23:08:28 main:574] : INFO : Epoch 1669 | loss: 0.031141 | val_loss: 0.0311513 | Time: 7165.81 ms [2022-03-29 23:08:35 main:574] : INFO : Epoch 1670 | loss: 0.0311414 | val_loss: 0.0311536 | Time: 7221.4 ms [2022-03-29 23:08:42 main:574] : INFO : Epoch 1671 | loss: 0.0311397 | val_loss: 0.0311503 | Time: 7348.65 ms [2022-03-29 23:08:50 main:574] : INFO : Epoch 1672 | loss: 0.0311392 | val_loss: 0.0311498 | Time: 7929.62 ms [2022-03-29 23:08:58 main:574] : INFO : Epoch 1673 | loss: 0.0311408 | val_loss: 0.0311525 | Time: 8105.51 ms [2022-03-29 23:09:06 main:574] : INFO : Epoch 1674 | loss: 0.0311419 | val_loss: 0.0311538 | Time: 7365.36 ms [2022-03-29 23:09:13 main:574] : INFO : Epoch 1675 | loss: 0.0311419 | val_loss: 0.0311541 | Time: 7098.89 ms [2022-03-29 23:09:20 main:574] : INFO : Epoch 1676 | loss: 0.0311411 | val_loss: 0.0311565 | Time: 7243.37 ms [2022-03-29 23:09:27 main:574] : INFO : Epoch 1677 | loss: 0.03114 | val_loss: 0.0311539 | Time: 7369.52 ms [2022-03-29 23:09:35 main:574] : INFO : Epoch 1678 | loss: 0.0311418 | val_loss: 0.0311527 | Time: 7596.29 ms [2022-03-29 23:09:43 main:574] : INFO : Epoch 1679 | loss: 0.0311401 | val_loss: 0.0311523 | Time: 7894.52 ms [2022-03-29 23:09:51 main:574] : INFO : Epoch 1680 | loss: 0.0311407 | val_loss: 0.0311526 | Time: 7841.01 ms [2022-03-29 23:09:59 main:574] : INFO : Epoch 1681 | loss: 0.0311421 | val_loss: 0.0311514 | Time: 8560.99 ms [2022-03-29 23:10:06 main:574] : INFO : Epoch 1682 | loss: 0.0311402 | val_loss: 0.031152 | Time: 6923.51 ms [2022-03-29 23:10:15 main:574] : INFO : Epoch 1683 | loss: 0.0311398 | val_loss: 0.0311525 | Time: 8522.28 ms [2022-03-29 23:10:23 main:574] : INFO : Epoch 1684 | loss: 0.0311387 | val_loss: 0.031155 | Time: 7977.67 ms [2022-03-29 23:10:30 main:574] : INFO : Epoch 1685 | loss: 0.0311399 | val_loss: 0.0311528 | Time: 7617.3 ms [2022-03-29 23:10:38 main:574] : INFO : Epoch 1686 | loss: 0.0311376 | val_loss: 0.0311528 | Time: 7945.24 ms [2022-03-29 23:10:46 main:574] : INFO : Epoch 1687 | loss: 0.031138 | val_loss: 0.0311523 | Time: 7973.25 ms [2022-03-29 23:10:54 main:574] : INFO : Epoch 1688 | loss: 0.0311384 | val_loss: 0.0311557 | Time: 7530.12 ms [2022-03-29 23:11:03 main:574] : INFO : Epoch 1689 | loss: 0.0311374 | val_loss: 0.0311544 | Time: 8581.09 ms [2022-03-29 23:11:11 main:574] : INFO : Epoch 1690 | loss: 0.0311364 | val_loss: 0.031158 | Time: 8362.98 ms [2022-03-29 23:11:19 main:574] : INFO : Epoch 1691 | loss: 0.0311376 | val_loss: 0.0311521 | Time: 8087.26 ms [2022-03-29 23:11:26 main:574] : INFO : Epoch 1692 | loss: 0.0311393 | val_loss: 0.0311537 | Time: 7325.09 ms [2022-03-29 23:11:34 main:574] : INFO : Epoch 1693 | loss: 0.0311406 | val_loss: 0.0311532 | Time: 7301.14 ms [2022-03-29 23:11:41 main:574] : INFO : Epoch 1694 | loss: 0.0311395 | val_loss: 0.0311589 | Time: 7585.06 ms [2022-03-29 23:11:49 main:574] : INFO : Epoch 1695 | loss: 0.0311423 | val_loss: 0.0311595 | Time: 7935.94 ms [2022-03-29 23:11:57 main:574] : INFO : Epoch 1696 | loss: 0.0311482 | val_loss: 0.0311576 | Time: 8168.46 ms [2022-03-29 23:12:05 main:574] : INFO : Epoch 1697 | loss: 0.0311486 | val_loss: 0.0311548 | Time: 7214.64 ms [2022-03-29 23:12:11 main:574] : INFO : Epoch 1698 | loss: 0.0311483 | val_loss: 0.0311613 | Time: 6807.16 ms [2022-03-29 23:12:19 main:574] : INFO : Epoch 1699 | loss: 0.0311483 | val_loss: 0.0311573 | Time: 7677.36 ms [2022-03-29 23:12:27 main:574] : INFO : Epoch 1700 | loss: 0.0311436 | val_loss: 0.0311526 | Time: 7820.88 ms [2022-03-29 23:12:35 main:574] : INFO : Epoch 1701 | loss: 0.0311421 | val_loss: 0.0311523 | Time: 8397.4 ms [2022-03-29 23:12:43 main:574] : INFO : Epoch 1702 | loss: 0.0311399 | val_loss: 0.0311524 | Time: 7964.99 ms [2022-03-29 23:12:51 main:574] : INFO : Epoch 1703 | loss: 0.0311419 | val_loss: 0.0311536 | Time: 7190.21 ms [2022-03-29 23:12:58 main:574] : INFO : Epoch 1704 | loss: 0.0311416 | val_loss: 0.0311503 | Time: 7023.41 ms [2022-03-29 23:13:05 main:574] : INFO : Epoch 1705 | loss: 0.0311402 | val_loss: 0.0311489 | Time: 6997.2 ms [2022-03-29 23:13:12 main:574] : INFO : Epoch 1706 | loss: 0.0311404 | val_loss: 0.0311571 | Time: 7128.19 ms [2022-03-29 23:13:20 main:574] : INFO : Epoch 1707 | loss: 0.0311393 | val_loss: 0.0311505 | Time: 7791.57 ms [2022-03-29 23:13:28 main:574] : INFO : Epoch 1708 | loss: 0.031139 | val_loss: 0.0311504 | Time: 8253.05 ms [2022-03-29 23:13:36 main:574] : INFO : Epoch 1709 | loss: 0.0311395 | val_loss: 0.0311492 | Time: 8653.68 ms [2022-03-29 23:13:44 main:574] : INFO : Epoch 1710 | loss: 0.0311468 | val_loss: 0.0311554 | Time: 7605.7 ms [2022-03-29 23:13:52 main:574] : INFO : Epoch 1711 | loss: 0.0311489 | val_loss: 0.0311544 | Time: 7466.91 ms [2022-03-29 23:13:59 main:574] : INFO : Epoch 1712 | loss: 0.0311453 | val_loss: 0.0311562 | Time: 7632.48 ms [2022-03-29 23:14:07 main:574] : INFO : Epoch 1713 | loss: 0.0311411 | val_loss: 0.0311566 | Time: 7549.94 ms [2022-03-29 23:14:14 main:574] : INFO : Epoch 1714 | loss: 0.0311397 | val_loss: 0.0311522 | Time: 7517.17 ms [2022-03-29 23:14:21 main:574] : INFO : Epoch 1715 | loss: 0.0311392 | val_loss: 0.0311558 | Time: 6773.94 ms [2022-03-29 23:14:29 main:574] : INFO : Epoch 1716 | loss: 0.0311411 | val_loss: 0.0311561 | Time: 7715.66 ms [2022-03-29 23:14:37 main:574] : INFO : Epoch 1717 | loss: 0.0311399 | val_loss: 0.0311555 | Time: 8533.47 ms [2022-03-29 23:14:46 main:574] : INFO : Epoch 1718 | loss: 0.0311395 | val_loss: 0.0311532 | Time: 8149.44 ms [2022-03-29 23:14:52 main:574] : INFO : Epoch 1719 | loss: 0.0311393 | val_loss: 0.0311498 | Time: 6873.86 ms [2022-03-29 23:15:00 main:574] : INFO : Epoch 1720 | loss: 0.0311389 | val_loss: 0.0311543 | Time: 7021.43 ms [2022-03-29 23:15:07 main:574] : INFO : Epoch 1721 | loss: 0.0311371 | val_loss: 0.0311533 | Time: 7200.16 ms [2022-03-29 23:15:15 main:574] : INFO : Epoch 1722 | loss: 0.0311391 | val_loss: 0.031155 | Time: 7946.31 ms [2022-03-29 23:15:23 main:574] : INFO : Epoch 1723 | loss: 0.0311377 | val_loss: 0.0311544 | Time: 8155.43 ms [2022-03-29 23:15:30 main:574] : INFO : Epoch 1724 | loss: 0.0311377 | val_loss: 0.0311532 | Time: 7156.78 ms [2022-03-29 23:15:37 main:574] : INFO : Epoch 1725 | loss: 0.0311389 | val_loss: 0.0311641 | Time: 7343.49 ms [2022-03-29 23:15:44 main:574] : INFO : Epoch 1726 | loss: 0.0311449 | val_loss: 0.0311556 | Time: 7032.98 ms [2022-03-29 23:15:52 main:574] : INFO : Epoch 1727 | loss: 0.0311426 | val_loss: 0.0311519 | Time: 7530.62 ms [2022-03-29 23:15:59 main:574] : INFO : Epoch 1728 | loss: 0.0311391 | val_loss: 0.0311539 | Time: 6983.84 ms [2022-03-29 23:16:07 main:574] : INFO : Epoch 1729 | loss: 0.0311385 | val_loss: 0.0311531 | Time: 8393.08 ms [2022-03-29 23:16:16 main:574] : INFO : Epoch 1730 | loss: 0.0311393 | val_loss: 0.0311585 | Time: 8666.86 ms [2022-03-29 23:16:24 main:574] : INFO : Epoch 1731 | loss: 0.0311372 | val_loss: 0.0311561 | Time: 7827.95 ms [2022-03-29 23:16:32 main:574] : INFO : Epoch 1732 | loss: 0.0311353 | val_loss: 0.0311559 | Time: 7665.93 ms [2022-03-29 23:16:39 main:574] : INFO : Epoch 1733 | loss: 0.0311356 | val_loss: 0.0311567 | Time: 7654.85 ms [2022-03-29 23:16:46 main:574] : INFO : Epoch 1734 | loss: 0.0311374 | val_loss: 0.0311575 | Time: 6998.69 ms [2022-03-29 23:16:53 main:574] : INFO : Epoch 1735 | loss: 0.0311375 | val_loss: 0.0311576 | Time: 6735.25 ms [2022-03-29 23:17:00 main:574] : INFO : Epoch 1736 | loss: 0.0311371 | val_loss: 0.0311589 | Time: 7411.66 ms [2022-03-29 23:17:08 main:574] : INFO : Epoch 1737 | loss: 0.0311373 | val_loss: 0.0311552 | Time: 7895.52 ms [2022-03-29 23:17:17 main:574] : INFO : Epoch 1738 | loss: 0.031138 | val_loss: 0.0311531 | Time: 8453.11 ms [2022-03-29 23:17:25 main:574] : INFO : Epoch 1739 | loss: 0.0311368 | val_loss: 0.0311561 | Time: 8187.83 ms [2022-03-29 23:17:33 main:574] : INFO : Epoch 1740 | loss: 0.0311385 | val_loss: 0.0311536 | Time: 7977.16 ms [2022-03-29 23:17:40 main:574] : INFO : Epoch 1741 | loss: 0.0311407 | val_loss: 0.0311539 | Time: 7171.55 ms [2022-03-29 23:17:47 main:574] : INFO : Epoch 1742 | loss: 0.0311422 | val_loss: 0.0311534 | Time: 7017.43 ms [2022-03-29 23:17:55 main:574] : INFO : Epoch 1743 | loss: 0.0311425 | val_loss: 0.0311543 | Time: 7791.93 ms [2022-03-29 23:18:02 main:574] : INFO : Epoch 1744 | loss: 0.0311395 | val_loss: 0.0311558 | Time: 7195 ms [2022-03-29 23:18:10 main:574] : INFO : Epoch 1745 | loss: 0.031139 | val_loss: 0.0311536 | Time: 7281.66 ms [2022-03-29 23:18:17 main:574] : INFO : Epoch 1746 | loss: 0.0311417 | val_loss: 0.0311544 | Time: 7502.4 ms [2022-03-29 23:18:25 main:574] : INFO : Epoch 1747 | loss: 0.0311413 | val_loss: 0.0311481 | Time: 8325.91 ms [2022-03-29 23:18:33 main:574] : INFO : Epoch 1748 | loss: 0.0311379 | val_loss: 0.0311548 | Time: 7413.35 ms [2022-03-29 23:18:40 main:574] : INFO : Epoch 1749 | loss: 0.0311397 | val_loss: 0.0311612 | Time: 7177.37 ms [2022-03-29 23:18:48 main:574] : INFO : Epoch 1750 | loss: 0.0311407 | val_loss: 0.0311572 | Time: 7868.57 ms [2022-03-29 23:18:55 main:574] : INFO : Epoch 1751 | loss: 0.0311383 | val_loss: 0.0311542 | Time: 7030.93 ms [2022-03-29 23:19:02 main:574] : INFO : Epoch 1752 | loss: 0.0311405 | val_loss: 0.0311592 | Time: 7051.42 ms [2022-03-29 23:19:09 main:574] : INFO : Epoch 1753 | loss: 0.0311457 | val_loss: 0.0311586 | Time: 6796.43 ms [2022-03-29 23:19:16 main:574] : INFO : Epoch 1754 | loss: 0.0311518 | val_loss: 0.0311589 | Time: 7201.66 ms [2022-03-29 23:19:25 main:574] : INFO : Epoch 1755 | loss: 0.0311492 | val_loss: 0.0311613 | Time: 8841.54 ms [2022-03-29 23:19:32 main:574] : INFO : Epoch 1756 | loss: 0.031149 | val_loss: 0.0311584 | Time: 7502.14 ms [2022-03-29 23:19:40 main:574] : INFO : Epoch 1757 | loss: 0.0311466 | val_loss: 0.0311571 | Time: 7923.72 ms [2022-03-29 23:19:48 main:574] : INFO : Epoch 1758 | loss: 0.0311437 | val_loss: 0.0311549 | Time: 7731.97 ms [2022-03-29 23:19:55 main:574] : INFO : Epoch 1759 | loss: 0.0311433 | val_loss: 0.0311554 | Time: 7141.29 ms [2022-03-29 23:20:02 main:574] : INFO : Epoch 1760 | loss: 0.0311404 | val_loss: 0.0311533 | Time: 6938.77 ms [2022-03-29 23:20:10 main:574] : INFO : Epoch 1761 | loss: 0.0311411 | val_loss: 0.0311539 | Time: 7781.73 ms [2022-03-29 23:20:18 main:574] : INFO : Epoch 1762 | loss: 0.0311424 | val_loss: 0.0311535 | Time: 7850.71 ms [2022-03-29 23:20:27 main:574] : INFO : Epoch 1763 | loss: 0.0311463 | val_loss: 0.0311573 | Time: 8682.61 ms [2022-03-29 23:20:34 main:574] : INFO : Epoch 1764 | loss: 0.0311507 | val_loss: 0.0311609 | Time: 7748.08 ms [2022-03-29 23:20:42 main:574] : INFO : Epoch 1765 | loss: 0.0311476 | val_loss: 0.0311529 | Time: 7241.55 ms [2022-03-29 23:20:49 main:574] : INFO : Epoch 1766 | loss: 0.031143 | val_loss: 0.0311555 | Time: 6953.08 ms [2022-03-29 23:20:56 main:574] : INFO : Epoch 1767 | loss: 0.0311412 | val_loss: 0.0311543 | Time: 7061.93 ms [2022-03-29 23:21:03 main:574] : INFO : Epoch 1768 | loss: 0.0311417 | val_loss: 0.0311522 | Time: 7143.15 ms [2022-03-29 23:21:10 main:574] : INFO : Epoch 1769 | loss: 0.0311421 | val_loss: 0.0311542 | Time: 7213.66 ms [2022-03-29 23:21:18 main:574] : INFO : Epoch 1770 | loss: 0.0311429 | val_loss: 0.0311586 | Time: 7732.31 ms [2022-03-29 23:21:27 main:574] : INFO : Epoch 1771 | loss: 0.0311402 | val_loss: 0.0311525 | Time: 8718.49 ms [2022-03-29 23:21:34 main:574] : INFO : Epoch 1772 | loss: 0.0311417 | val_loss: 0.0311527 | Time: 7044.68 ms [2022-03-29 23:21:40 main:574] : INFO : Epoch 1773 | loss: 0.0311437 | val_loss: 0.0311549 | Time: 6824.68 ms [2022-03-29 23:21:49 main:574] : INFO : Epoch 1774 | loss: 0.0311445 | val_loss: 0.0311594 | Time: 8282.39 ms [2022-03-29 23:21:56 main:574] : INFO : Epoch 1775 | loss: 0.0311437 | val_loss: 0.0311542 | Time: 7147.96 ms [2022-03-29 23:22:03 main:574] : INFO : Epoch 1776 | loss: 0.0311423 | val_loss: 0.031156 | Time: 7498.77 ms [2022-03-29 23:22:11 main:574] : INFO : Epoch 1777 | loss: 0.0311402 | val_loss: 0.0311551 | Time: 7219.37 ms [2022-03-29 23:22:18 main:574] : INFO : Epoch 1778 | loss: 0.0311388 | val_loss: 0.0311514 | Time: 7459.16 ms [2022-03-29 23:22:26 main:574] : INFO : Epoch 1779 | loss: 0.0311403 | val_loss: 0.0311506 | Time: 7402.5 ms [2022-03-29 23:22:34 main:574] : INFO : Epoch 1780 | loss: 0.0311424 | val_loss: 0.0311613 | Time: 8053.68 ms [2022-03-29 23:22:41 main:574] : INFO : Epoch 1781 | loss: 0.0311542 | val_loss: 0.0311588 | Time: 7492.91 ms [2022-03-29 23:22:49 main:574] : INFO : Epoch 1782 | loss: 0.0311541 | val_loss: 0.0311584 | Time: 7575.82 ms [2022-03-29 23:22:57 main:574] : INFO : Epoch 1783 | loss: 0.0311497 | val_loss: 0.0311575 | Time: 8076.97 ms [2022-03-29 23:23:04 main:574] : INFO : Epoch 1784 | loss: 0.0311502 | val_loss: 0.0311564 | Time: 6887.54 ms [2022-03-29 23:23:11 main:574] : INFO : Epoch 1785 | loss: 0.0311489 | val_loss: 0.0311571 | Time: 7086.12 ms [2022-03-29 23:23:20 main:574] : INFO : Epoch 1786 | loss: 0.0311477 | val_loss: 0.031161 | Time: 8820.19 ms [2022-03-29 23:23:27 main:574] : INFO : Epoch 1787 | loss: 0.0311471 | val_loss: 0.0311594 | Time: 7621.72 ms [2022-03-29 23:23:34 main:574] : INFO : Epoch 1788 | loss: 0.0311488 | val_loss: 0.0311626 | Time: 7108.41 ms [2022-03-29 23:23:42 main:574] : INFO : Epoch 1789 | loss: 0.0311524 | val_loss: 0.0311553 | Time: 7135.72 ms [2022-03-29 23:23:48 main:574] : INFO : Epoch 1790 | loss: 0.0311448 | val_loss: 0.031154 | Time: 6797.47 ms [2022-03-29 23:23:56 main:574] : INFO : Epoch 1791 | loss: 0.0311446 | val_loss: 0.0311615 | Time: 7415.1 ms [2022-03-29 23:24:04 main:574] : INFO : Epoch 1792 | loss: 0.0311468 | val_loss: 0.0311551 | Time: 8458.22 ms [2022-03-29 23:24:14 main:574] : INFO : Epoch 1793 | loss: 0.0311458 | val_loss: 0.0311535 | Time: 9478.18 ms [2022-03-29 23:24:21 main:574] : INFO : Epoch 1794 | loss: 0.0311478 | val_loss: 0.0311561 | Time: 7443.12 ms [2022-03-29 23:24:29 main:574] : INFO : Epoch 1795 | loss: 0.0311472 | val_loss: 0.0311537 | Time: 7765.63 ms [2022-03-29 23:24:36 main:574] : INFO : Epoch 1796 | loss: 0.0311455 | val_loss: 0.0311529 | Time: 7359.6 ms [2022-03-29 23:24:43 main:574] : INFO : Epoch 1797 | loss: 0.0311462 | val_loss: 0.0311537 | Time: 7061.64 ms [2022-03-29 23:24:51 main:574] : INFO : Epoch 1798 | loss: 0.0311454 | val_loss: 0.0311556 | Time: 7367.17 ms [2022-03-29 23:24:58 main:574] : INFO : Epoch 1799 | loss: 0.0311449 | val_loss: 0.0311542 | Time: 7430.02 ms [2022-03-29 23:25:06 main:574] : INFO : Epoch 1800 | loss: 0.0311441 | val_loss: 0.0311546 | Time: 7418.85 ms [2022-03-29 23:25:13 main:574] : INFO : Epoch 1801 | loss: 0.0311447 | val_loss: 0.0311611 | Time: 6765.98 ms [2022-03-29 23:25:20 main:574] : INFO : Epoch 1802 | loss: 0.0311468 | val_loss: 0.0311579 | Time: 7134.71 ms [2022-03-29 23:25:28 main:574] : INFO : Epoch 1803 | loss: 0.0311443 | val_loss: 0.0311573 | Time: 7832.64 ms [2022-03-29 23:25:35 main:574] : INFO : Epoch 1804 | loss: 0.031144 | val_loss: 0.0311568 | Time: 7503.48 ms [2022-03-29 23:25:43 main:574] : INFO : Epoch 1805 | loss: 0.0311448 | val_loss: 0.0311613 | Time: 8085.24 ms [2022-03-29 23:25:51 main:574] : INFO : Epoch 1806 | loss: 0.0311532 | val_loss: 0.0311597 | Time: 7699.77 ms [2022-03-29 23:25:59 main:574] : INFO : Epoch 1807 | loss: 0.03115 | val_loss: 0.0311563 | Time: 8193.14 ms [2022-03-29 23:26:07 main:574] : INFO : Epoch 1808 | loss: 0.0311491 | val_loss: 0.031157 | Time: 7920.16 ms [2022-03-29 23:26:15 main:574] : INFO : Epoch 1809 | loss: 0.0311472 | val_loss: 0.0311565 | Time: 7886.48 ms [2022-03-29 23:26:22 main:574] : INFO : Epoch 1810 | loss: 0.0311472 | val_loss: 0.0311585 | Time: 7219.15 ms [2022-03-29 23:26:30 main:574] : INFO : Epoch 1811 | loss: 0.0311452 | val_loss: 0.031156 | Time: 7391.47 ms [2022-03-29 23:26:36 main:574] : INFO : Epoch 1812 | loss: 0.0311452 | val_loss: 0.0311556 | Time: 6922.95 ms [2022-03-29 23:26:45 main:574] : INFO : Epoch 1813 | loss: 0.0311457 | val_loss: 0.0311552 | Time: 8711.54 ms [2022-03-29 23:26:54 main:574] : INFO : Epoch 1814 | loss: 0.0311454 | val_loss: 0.0311575 | Time: 8846.69 ms [2022-03-29 23:27:02 main:574] : INFO : Epoch 1815 | loss: 0.0311455 | val_loss: 0.0311556 | Time: 7609.79 ms [2022-03-29 23:27:09 main:574] : INFO : Epoch 1816 | loss: 0.0311435 | val_loss: 0.0311562 | Time: 7555.28 ms [2022-03-29 23:27:17 main:574] : INFO : Epoch 1817 | loss: 0.0311468 | val_loss: 0.0311583 | Time: 7292.74 ms [2022-03-29 23:27:24 main:574] : INFO : Epoch 1818 | loss: 0.0311523 | val_loss: 0.031177 | Time: 7440.15 ms [2022-03-29 23:27:31 main:574] : INFO : Epoch 1819 | loss: 0.0311544 | val_loss: 0.0311583 | Time: 7031.64 ms [2022-03-29 23:27:39 main:574] : INFO : Epoch 1820 | loss: 0.0311491 | val_loss: 0.0311606 | Time: 7712.86 ms [2022-03-29 23:27:47 main:574] : INFO : Epoch 1821 | loss: 0.0311468 | val_loss: 0.031157 | Time: 8031.49 ms [2022-03-29 23:27:54 main:574] : INFO : Epoch 1822 | loss: 0.0311441 | val_loss: 0.0311568 | Time: 7249.82 ms [2022-03-29 23:28:02 main:574] : INFO : Epoch 1823 | loss: 0.0311427 | val_loss: 0.0311584 | Time: 7583.47 ms [2022-03-29 23:28:09 main:574] : INFO : Epoch 1824 | loss: 0.0311428 | val_loss: 0.0311579 | Time: 7350.92 ms [2022-03-29 23:28:16 main:574] : INFO : Epoch 1825 | loss: 0.0311442 | val_loss: 0.0311617 | Time: 6904.56 ms [2022-03-29 23:28:23 main:574] : INFO : Epoch 1826 | loss: 0.0311428 | val_loss: 0.0311533 | Time: 6644.76 ms [2022-03-29 23:28:31 main:574] : INFO : Epoch 1827 | loss: 0.0311417 | val_loss: 0.0311566 | Time: 7930.54 ms [2022-03-29 23:28:38 main:574] : INFO : Epoch 1828 | loss: 0.0311416 | val_loss: 0.0311587 | Time: 7613.74 ms [2022-03-29 23:28:45 main:574] : INFO : Epoch 1829 | loss: 0.0311424 | val_loss: 0.0311544 | Time: 6793.16 ms [2022-03-29 23:28:52 main:574] : INFO : Epoch 1830 | loss: 0.0311458 | val_loss: 0.0311534 | Time: 7342.82 ms [2022-03-29 23:29:00 main:574] : INFO : Epoch 1831 | loss: 0.0311428 | val_loss: 0.0311532 | Time: 7647.34 ms [2022-03-29 23:29:09 main:574] : INFO : Epoch 1832 | loss: 0.0311417 | val_loss: 0.0311559 | Time: 9403.35 ms [2022-03-29 23:29:18 main:574] : INFO : Epoch 1833 | loss: 0.0311444 | val_loss: 0.0311571 | Time: 8430.12 ms [2022-03-29 23:29:25 main:574] : INFO : Epoch 1834 | loss: 0.0311419 | val_loss: 0.0311539 | Time: 7499.47 ms [2022-03-29 23:29:32 main:574] : INFO : Epoch 1835 | loss: 0.0311401 | val_loss: 0.0311526 | Time: 7055.78 ms [2022-03-29 23:29:40 main:574] : INFO : Epoch 1836 | loss: 0.0311388 | val_loss: 0.031156 | Time: 7271.31 ms [2022-03-29 23:29:47 main:574] : INFO : Epoch 1837 | loss: 0.0311439 | val_loss: 0.0311557 | Time: 7035.58 ms [2022-03-29 23:29:54 main:574] : INFO : Epoch 1838 | loss: 0.0311465 | val_loss: 0.0311574 | Time: 7652.15 ms [2022-03-29 23:30:02 main:574] : INFO : Epoch 1839 | loss: 0.0311444 | val_loss: 0.0311527 | Time: 7940.87 ms [2022-03-29 23:30:11 main:574] : INFO : Epoch 1840 | loss: 0.0311416 | val_loss: 0.0311562 | Time: 8773.68 ms [2022-03-29 23:30:18 main:574] : INFO : Epoch 1841 | loss: 0.0311406 | val_loss: 0.0311529 | Time: 6949.58 ms [2022-03-29 23:30:26 main:574] : INFO : Epoch 1842 | loss: 0.0311428 | val_loss: 0.0311551 | Time: 7535.33 ms [2022-03-29 23:30:34 main:574] : INFO : Epoch 1843 | loss: 0.0311427 | val_loss: 0.0311556 | Time: 7796.95 ms [2022-03-29 23:30:42 main:574] : INFO : Epoch 1844 | loss: 0.0311411 | val_loss: 0.0311543 | Time: 8044.26 ms [2022-03-29 23:30:49 main:574] : INFO : Epoch 1845 | loss: 0.0311405 | val_loss: 0.0311544 | Time: 7739.18 ms [2022-03-29 23:30:57 main:574] : INFO : Epoch 1846 | loss: 0.0311421 | val_loss: 0.0311527 | Time: 7163.06 ms [2022-03-29 23:31:05 main:574] : INFO : Epoch 1847 | loss: 0.0311396 | val_loss: 0.0311512 | Time: 8207.34 ms [2022-03-29 23:31:12 main:574] : INFO : Epoch 1848 | loss: 0.0311389 | val_loss: 0.031152 | Time: 7454.17 ms [2022-03-29 23:31:20 main:574] : INFO : Epoch 1849 | loss: 0.031138 | val_loss: 0.031153 | Time: 7658.62 ms [2022-03-29 23:31:28 main:574] : INFO : Epoch 1850 | loss: 0.03114 | val_loss: 0.0311539 | Time: 7637.73 ms [2022-03-29 23:31:35 main:574] : INFO : Epoch 1851 | loss: 0.0311423 | val_loss: 0.0311533 | Time: 7118.16 ms [2022-03-29 23:31:42 main:574] : INFO : Epoch 1852 | loss: 0.0311445 | val_loss: 0.0311548 | Time: 7199.9 ms [2022-03-29 23:31:51 main:574] : INFO : Epoch 1853 | loss: 0.0311439 | val_loss: 0.0311555 | Time: 9016.97 ms [2022-03-29 23:31:59 main:574] : INFO : Epoch 1854 | loss: 0.0311418 | val_loss: 0.0311536 | Time: 8484.94 ms [2022-03-29 23:32:07 main:574] : INFO : Epoch 1855 | loss: 0.0311428 | val_loss: 0.0311578 | Time: 7944.05 ms [2022-03-29 23:32:14 main:574] : INFO : Epoch 1856 | loss: 0.0311467 | val_loss: 0.0311533 | Time: 6909.47 ms [2022-03-29 23:32:22 main:574] : INFO : Epoch 1857 | loss: 0.0311446 | val_loss: 0.0311549 | Time: 8096.82 ms [2022-03-29 23:32:31 main:574] : INFO : Epoch 1858 | loss: 0.0311439 | val_loss: 0.0311606 | Time: 8369.53 ms [2022-03-29 23:32:38 main:574] : INFO : Epoch 1859 | loss: 0.0311431 | val_loss: 0.0311522 | Time: 7492.35 ms [2022-03-29 23:32:45 main:574] : INFO : Epoch 1860 | loss: 0.031142 | val_loss: 0.0311544 | Time: 7139.55 ms [2022-03-29 23:32:54 main:574] : INFO : Epoch 1861 | loss: 0.0311417 | val_loss: 0.0311564 | Time: 8147.15 ms [2022-03-29 23:33:01 main:574] : INFO : Epoch 1862 | loss: 0.0311455 | val_loss: 0.031152 | Time: 7682.48 ms [2022-03-29 23:33:09 main:574] : INFO : Epoch 1863 | loss: 0.0311433 | val_loss: 0.0311543 | Time: 7774.78 ms [2022-03-29 23:33:17 main:574] : INFO : Epoch 1864 | loss: 0.031141 | val_loss: 0.0311525 | Time: 7373.11 ms [2022-03-29 23:33:24 main:574] : INFO : Epoch 1865 | loss: 0.0311422 | val_loss: 0.031155 | Time: 7310.91 ms [2022-03-29 23:33:31 main:574] : INFO : Epoch 1866 | loss: 0.0311414 | val_loss: 0.0311515 | Time: 7418.8 ms [2022-03-29 23:33:38 main:574] : INFO : Epoch 1867 | loss: 0.0311406 | val_loss: 0.0311514 | Time: 7109.41 ms [2022-03-29 23:33:46 main:574] : INFO : Epoch 1868 | loss: 0.0311405 | val_loss: 0.0311508 | Time: 7346.15 ms [2022-03-29 23:33:53 main:574] : INFO : Epoch 1869 | loss: 0.0311412 | val_loss: 0.0311507 | Time: 7482.6 ms [2022-03-29 23:34:02 main:574] : INFO : Epoch 1870 | loss: 0.0311397 | val_loss: 0.0311515 | Time: 8185.17 ms [2022-03-29 23:34:10 main:574] : INFO : Epoch 1871 | loss: 0.0311428 | val_loss: 0.0311524 | Time: 8211.79 ms [2022-03-29 23:34:18 main:574] : INFO : Epoch 1872 | loss: 0.0311427 | val_loss: 0.0311516 | Time: 8244.95 ms [2022-03-29 23:34:25 main:574] : INFO : Epoch 1873 | loss: 0.0311396 | val_loss: 0.0311526 | Time: 6972.07 ms [2022-03-29 23:34:32 main:574] : INFO : Epoch 1874 | loss: 0.0311384 | val_loss: 0.0311562 | Time: 6927.87 ms [2022-03-29 23:34:39 main:574] : INFO : Epoch 1875 | loss: 0.0311383 | val_loss: 0.0311514 | Time: 7240.05 ms [2022-03-29 23:34:46 main:574] : INFO : Epoch 1876 | loss: 0.0311392 | val_loss: 0.0311547 | Time: 7204.86 ms [2022-03-29 23:34:54 main:574] : INFO : Epoch 1877 | loss: 0.031137 | val_loss: 0.0311512 | Time: 8055.14 ms [2022-03-29 23:35:03 main:574] : INFO : Epoch 1878 | loss: 0.0311369 | val_loss: 0.0311505 | Time: 8088.69 ms [2022-03-29 23:35:10 main:574] : INFO : Epoch 1879 | loss: 0.0311361 | val_loss: 0.0311518 | Time: 7653.52 ms [2022-03-29 23:35:17 main:574] : INFO : Epoch 1880 | loss: 0.0311374 | val_loss: 0.0311687 | Time: 7257.4 ms [2022-03-29 23:35:25 main:574] : INFO : Epoch 1881 | loss: 0.0311364 | val_loss: 0.0311506 | Time: 7878.92 ms [2022-03-29 23:35:34 main:574] : INFO : Epoch 1882 | loss: 0.0311356 | val_loss: 0.0311535 | Time: 8173.13 ms [2022-03-29 23:35:42 main:574] : INFO : Epoch 1883 | loss: 0.0311369 | val_loss: 0.0311517 | Time: 8046.17 ms [2022-03-29 23:35:49 main:574] : INFO : Epoch 1884 | loss: 0.0311353 | val_loss: 0.0311561 | Time: 7481.34 ms [2022-03-29 23:35:56 main:574] : INFO : Epoch 1885 | loss: 0.0311371 | val_loss: 0.0311573 | Time: 7198.19 ms [2022-03-29 23:36:04 main:574] : INFO : Epoch 1886 | loss: 0.0311402 | val_loss: 0.0311552 | Time: 7834.59 ms [2022-03-29 23:36:12 main:574] : INFO : Epoch 1887 | loss: 0.0311384 | val_loss: 0.0311539 | Time: 7544.33 ms [2022-03-29 23:36:19 main:574] : INFO : Epoch 1888 | loss: 0.031137 | val_loss: 0.0311579 | Time: 7254.85 ms [2022-03-29 23:36:27 main:574] : INFO : Epoch 1889 | loss: 0.0311365 | val_loss: 0.0311559 | Time: 7840.26 ms [2022-03-29 23:36:35 main:574] : INFO : Epoch 1890 | loss: 0.0311358 | val_loss: 0.0311556 | Time: 8037.24 ms [2022-03-29 23:36:42 main:574] : INFO : Epoch 1891 | loss: 0.0311373 | val_loss: 0.0311576 | Time: 7292.18 ms [2022-03-29 23:36:50 main:574] : INFO : Epoch 1892 | loss: 0.0311373 | val_loss: 0.0311544 | Time: 7264.8 ms [2022-03-29 23:36:56 main:574] : INFO : Epoch 1893 | loss: 0.0311371 | val_loss: 0.0311596 | Time: 6753.64 ms [2022-03-29 23:37:04 main:574] : INFO : Epoch 1894 | loss: 0.0311367 | val_loss: 0.0311531 | Time: 7313.14 ms [2022-03-29 23:37:12 main:574] : INFO : Epoch 1895 | loss: 0.0311372 | val_loss: 0.0311533 | Time: 8713.8 ms [2022-03-29 23:37:21 main:574] : INFO : Epoch 1896 | loss: 0.0311374 | val_loss: 0.0311576 | Time: 8741.34 ms [2022-03-29 23:37:29 main:574] : INFO : Epoch 1897 | loss: 0.0311355 | val_loss: 0.0311581 | Time: 7403.81 ms [2022-03-29 23:37:36 main:574] : INFO : Epoch 1898 | loss: 0.0311348 | val_loss: 0.031152 | Time: 7232.74 ms [2022-03-29 23:37:43 main:574] : INFO : Epoch 1899 | loss: 0.0311365 | val_loss: 0.0311546 | Time: 7437.85 ms [2022-03-29 23:37:50 main:574] : INFO : Epoch 1900 | loss: 0.0311391 | val_loss: 0.0311574 | Time: 7225.04 ms [2022-03-29 23:37:59 main:574] : INFO : Epoch 1901 | loss: 0.0311391 | val_loss: 0.031154 | Time: 8221.62 ms [2022-03-29 23:38:06 main:574] : INFO : Epoch 1902 | loss: 0.0311383 | val_loss: 0.0311573 | Time: 7645.86 ms [2022-03-29 23:38:13 main:574] : INFO : Epoch 1903 | loss: 0.0311394 | val_loss: 0.0311566 | Time: 6685.34 ms [2022-03-29 23:38:21 main:574] : INFO : Epoch 1904 | loss: 0.0311387 | val_loss: 0.0311556 | Time: 7614.02 ms [2022-03-29 23:38:29 main:574] : INFO : Epoch 1905 | loss: 0.0311377 | val_loss: 0.0311521 | Time: 8506.63 ms [2022-03-29 23:38:37 main:574] : INFO : Epoch 1906 | loss: 0.0311399 | val_loss: 0.0311604 | Time: 8146.09 ms [2022-03-29 23:38:46 main:574] : INFO : Epoch 1907 | loss: 0.0311432 | val_loss: 0.0311612 | Time: 8619.24 ms [2022-03-29 23:38:54 main:574] : INFO : Epoch 1908 | loss: 0.0311407 | val_loss: 0.0311576 | Time: 7812.5 ms [2022-03-29 23:39:01 main:574] : INFO : Epoch 1909 | loss: 0.0311426 | val_loss: 0.0311582 | Time: 7273.63 ms [2022-03-29 23:39:08 main:574] : INFO : Epoch 1910 | loss: 0.0311451 | val_loss: 0.0311648 | Time: 7193.79 ms [2022-03-29 23:39:15 main:574] : INFO : Epoch 1911 | loss: 0.0311432 | val_loss: 0.031156 | Time: 6782.31 ms [2022-03-29 23:39:22 main:574] : INFO : Epoch 1912 | loss: 0.031145 | val_loss: 0.0311565 | Time: 7140.39 ms [2022-03-29 23:39:29 main:574] : INFO : Epoch 1913 | loss: 0.0311461 | val_loss: 0.0311669 | Time: 7029.71 ms [2022-03-29 23:39:37 main:574] : INFO : Epoch 1914 | loss: 0.0311561 | val_loss: 0.0312976 | Time: 7371.95 ms [2022-03-29 23:39:44 main:574] : INFO : Epoch 1915 | loss: 0.0324204 | val_loss: 0.031891 | Time: 7338.96 ms [2022-03-29 23:39:53 main:574] : INFO : Epoch 1916 | loss: 0.0314342 | val_loss: 0.0313048 | Time: 9196.79 ms [2022-03-29 23:40:02 main:574] : INFO : Epoch 1917 | loss: 0.0312061 | val_loss: 0.0311764 | Time: 9019.32 ms [2022-03-29 23:40:10 main:574] : INFO : Epoch 1918 | loss: 0.0311626 | val_loss: 0.0311625 | Time: 7917.62 ms [2022-03-29 23:40:17 main:574] : INFO : Epoch 1919 | loss: 0.0311531 | val_loss: 0.0311646 | Time: 7023.5 ms [2022-03-29 23:40:25 main:574] : INFO : Epoch 1920 | loss: 0.0311516 | val_loss: 0.0311578 | Time: 7198.78 ms [2022-03-29 23:40:32 main:574] : INFO : Epoch 1921 | loss: 0.0311487 | val_loss: 0.0311616 | Time: 7207.9 ms [2022-03-29 23:40:39 main:574] : INFO : Epoch 1922 | loss: 0.0311473 | val_loss: 0.0311575 | Time: 7167.4 ms [2022-03-29 23:40:47 main:574] : INFO : Epoch 1923 | loss: 0.0311426 | val_loss: 0.0311549 | Time: 7896.01 ms [2022-03-29 23:40:55 main:574] : INFO : Epoch 1924 | loss: 0.0311429 | val_loss: 0.0311544 | Time: 8019.65 ms [2022-03-29 23:41:04 main:574] : INFO : Epoch 1925 | loss: 0.031141 | val_loss: 0.0311549 | Time: 8634.81 ms [2022-03-29 23:41:11 main:574] : INFO : Epoch 1926 | loss: 0.0311396 | val_loss: 0.0311542 | Time: 7639.49 ms [2022-03-29 23:41:19 main:574] : INFO : Epoch 1927 | loss: 0.0311405 | val_loss: 0.0311566 | Time: 7725.89 ms [2022-03-29 23:41:26 main:574] : INFO : Epoch 1928 | loss: 0.0311432 | val_loss: 0.0311591 | Time: 7254.12 ms [2022-03-29 23:41:34 main:574] : INFO : Epoch 1929 | loss: 0.0311437 | val_loss: 0.0311568 | Time: 7436.26 ms [2022-03-29 23:41:41 main:574] : INFO : Epoch 1930 | loss: 0.0311484 | val_loss: 0.0311676 | Time: 7205.61 ms [2022-03-29 23:41:48 main:574] : INFO : Epoch 1931 | loss: 0.0311513 | val_loss: 0.0311617 | Time: 7150.17 ms [2022-03-29 23:41:55 main:574] : INFO : Epoch 1932 | loss: 0.03115 | val_loss: 0.0311624 | Time: 6790.07 ms [2022-03-29 23:42:03 main:574] : INFO : Epoch 1933 | loss: 0.0311507 | val_loss: 0.0311592 | Time: 7794.3 ms [2022-03-29 23:42:11 main:574] : INFO : Epoch 1934 | loss: 0.0311507 | val_loss: 0.0311614 | Time: 8053.32 ms [2022-03-29 23:42:20 main:574] : INFO : Epoch 1935 | loss: 0.0311496 | val_loss: 0.0311602 | Time: 9044.75 ms [2022-03-29 23:42:28 main:574] : INFO : Epoch 1936 | loss: 0.0311465 | val_loss: 0.0311605 | Time: 8254.86 ms [2022-03-29 23:42:35 main:574] : INFO : Epoch 1937 | loss: 0.031145 | val_loss: 0.0311588 | Time: 7384.66 ms [2022-03-29 23:42:43 main:574] : INFO : Epoch 1938 | loss: 0.031147 | val_loss: 0.0311601 | Time: 7296.3 ms [2022-03-29 23:42:50 main:574] : INFO : Epoch 1939 | loss: 0.0311464 | val_loss: 0.0311623 | Time: 7711.1 ms [2022-03-29 23:42:58 main:574] : INFO : Epoch 1940 | loss: 0.0311465 | val_loss: 0.031158 | Time: 7199.57 ms [2022-03-29 23:43:06 main:574] : INFO : Epoch 1941 | loss: 0.0311464 | val_loss: 0.0311585 | Time: 7874.25 ms [2022-03-29 23:43:13 main:574] : INFO : Epoch 1942 | loss: 0.0311462 | val_loss: 0.0311568 | Time: 7514.39 ms [2022-03-29 23:43:21 main:574] : INFO : Epoch 1943 | loss: 0.0311492 | val_loss: 0.0311617 | Time: 7912.64 ms [2022-03-29 23:43:30 main:574] : INFO : Epoch 1944 | loss: 0.0311523 | val_loss: 0.0311582 | Time: 8587.65 ms [2022-03-29 23:43:38 main:574] : INFO : Epoch 1945 | loss: 0.0311545 | val_loss: 0.0311565 | Time: 8146.76 ms [2022-03-29 23:43:45 main:574] : INFO : Epoch 1946 | loss: 0.0311578 | val_loss: 0.031164 | Time: 7035.42 ms [2022-03-29 23:43:53 main:574] : INFO : Epoch 1947 | loss: 0.0311544 | val_loss: 0.0311575 | Time: 8189.44 ms [2022-03-29 23:44:00 main:574] : INFO : Epoch 1948 | loss: 0.0311513 | val_loss: 0.031156 | Time: 6903.58 ms [2022-03-29 23:44:07 main:574] : INFO : Epoch 1949 | loss: 0.031152 | val_loss: 0.0311674 | Time: 7390.58 ms [2022-03-29 23:44:16 main:574] : INFO : Epoch 1950 | loss: 0.0311531 | val_loss: 0.031166 | Time: 8242.27 ms [2022-03-29 23:44:22 main:574] : INFO : Epoch 1951 | loss: 0.0311523 | val_loss: 0.0311604 | Time: 6776.21 ms [2022-03-29 23:44:30 main:574] : INFO : Epoch 1952 | loss: 0.0311506 | val_loss: 0.0311631 | Time: 7712.36 ms [2022-03-29 23:44:38 main:574] : INFO : Epoch 1953 | loss: 0.0311608 | val_loss: 0.0311737 | Time: 8096.93 ms [2022-03-29 23:44:47 main:574] : INFO : Epoch 1954 | loss: 0.0311718 | val_loss: 0.0311726 | Time: 8582.66 ms [2022-03-29 23:44:54 main:574] : INFO : Epoch 1955 | loss: 0.0311735 | val_loss: 0.0311706 | Time: 6968.16 ms [2022-03-29 23:45:02 main:574] : INFO : Epoch 1956 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 7831.48 ms [2022-03-29 23:45:10 main:574] : INFO : Epoch 1957 | loss: 0.0311735 | val_loss: 0.0311755 | Time: 8279.96 ms [2022-03-29 23:45:18 main:574] : INFO : Epoch 1958 | loss: 0.0311752 | val_loss: 0.0311743 | Time: 7687.96 ms [2022-03-29 23:45:25 main:574] : INFO : Epoch 1959 | loss: 0.0311824 | val_loss: 0.031183 | Time: 6928.61 ms [2022-03-29 23:45:32 main:574] : INFO : Epoch 1960 | loss: 0.0311854 | val_loss: 0.0311832 | Time: 7204.78 ms [2022-03-29 23:45:40 main:574] : INFO : Epoch 1961 | loss: 0.031185 | val_loss: 0.0311813 | Time: 7885.81 ms [2022-03-29 23:45:48 main:574] : INFO : Epoch 1962 | loss: 0.0311835 | val_loss: 0.0311816 | Time: 8448.44 ms [2022-03-29 23:45:56 main:574] : INFO : Epoch 1963 | loss: 0.0311816 | val_loss: 0.0311805 | Time: 7836.33 ms [2022-03-29 23:46:03 main:574] : INFO : Epoch 1964 | loss: 0.0311794 | val_loss: 0.0311787 | Time: 6935.8 ms [2022-03-29 23:46:10 main:574] : INFO : Epoch 1965 | loss: 0.0311781 | val_loss: 0.0311784 | Time: 6812.5 ms [2022-03-29 23:46:17 main:574] : INFO : Epoch 1966 | loss: 0.0311775 | val_loss: 0.0311769 | Time: 7250.96 ms [2022-03-29 23:46:25 main:574] : INFO : Epoch 1967 | loss: 0.0311757 | val_loss: 0.0311768 | Time: 7960.88 ms [2022-03-29 23:46:32 main:574] : INFO : Epoch 1968 | loss: 0.0311779 | val_loss: 0.0311769 | Time: 6702.89 ms [2022-03-29 23:46:39 main:574] : INFO : Epoch 1969 | loss: 0.031176 | val_loss: 0.0311767 | Time: 6939.99 ms [2022-03-29 23:46:46 main:574] : INFO : Epoch 1970 | loss: 0.0311755 | val_loss: 0.0311757 | Time: 7555.51 ms [2022-03-29 23:46:54 main:574] : INFO : Epoch 1971 | loss: 0.0311753 | val_loss: 0.0311788 | Time: 7427.6 ms [2022-03-29 23:47:02 main:574] : INFO : Epoch 1972 | loss: 0.0311805 | val_loss: 0.0311797 | Time: 8536.26 ms [2022-03-29 23:47:10 main:574] : INFO : Epoch 1973 | loss: 0.0311791 | val_loss: 0.0311788 | Time: 7224.87 ms [2022-03-29 23:47:17 main:574] : INFO : Epoch 1974 | loss: 0.0311768 | val_loss: 0.0311756 | Time: 6937.54 ms [2022-03-29 23:47:23 main:574] : INFO : Epoch 1975 | loss: 0.0311772 | val_loss: 0.0311766 | Time: 6892.09 ms [2022-03-29 23:47:31 main:574] : INFO : Epoch 1976 | loss: 0.0311759 | val_loss: 0.0311762 | Time: 7081.83 ms [2022-03-29 23:47:38 main:574] : INFO : Epoch 1977 | loss: 0.0311745 | val_loss: 0.0311757 | Time: 7475.95 ms [2022-03-29 23:47:46 main:574] : INFO : Epoch 1978 | loss: 0.0311749 | val_loss: 0.0311768 | Time: 8127.81 ms [2022-03-29 23:47:54 main:574] : INFO : Epoch 1979 | loss: 0.0311745 | val_loss: 0.0311744 | Time: 8124.99 ms [2022-03-29 23:48:02 main:574] : INFO : Epoch 1980 | loss: 0.031176 | val_loss: 0.0311731 | Time: 7167.93 ms [2022-03-29 23:48:09 main:574] : INFO : Epoch 1981 | loss: 0.0311747 | val_loss: 0.0311724 | Time: 6989.07 ms [2022-03-29 23:48:16 main:574] : INFO : Epoch 1982 | loss: 0.0311723 | val_loss: 0.0311708 | Time: 7090.05 ms [2022-03-29 23:48:23 main:574] : INFO : Epoch 1983 | loss: 0.0311719 | val_loss: 0.0311695 | Time: 6990.97 ms [2022-03-29 23:48:30 main:574] : INFO : Epoch 1984 | loss: 0.0311712 | val_loss: 0.0311699 | Time: 7036.39 ms [2022-03-29 23:48:38 main:574] : INFO : Epoch 1985 | loss: 0.0311718 | val_loss: 0.0311714 | Time: 8084.96 ms [2022-03-29 23:48:46 main:574] : INFO : Epoch 1986 | loss: 0.0311716 | val_loss: 0.0311722 | Time: 8083.7 ms [2022-03-29 23:48:53 main:574] : INFO : Epoch 1987 | loss: 0.0311713 | val_loss: 0.0311716 | Time: 7240.22 ms [2022-03-29 23:49:00 main:574] : INFO : Epoch 1988 | loss: 0.0311717 | val_loss: 0.0311727 | Time: 7296.65 ms [2022-03-29 23:49:09 main:574] : INFO : Epoch 1989 | loss: 0.0311717 | val_loss: 0.031174 | Time: 8566.8 ms [2022-03-29 23:49:17 main:574] : INFO : Epoch 1990 | loss: 0.0311699 | val_loss: 0.03117 | Time: 7723.57 ms [2022-03-29 23:49:24 main:574] : INFO : Epoch 1991 | loss: 0.0311696 | val_loss: 0.0311696 | Time: 7235.46 ms [2022-03-29 23:49:31 main:574] : INFO : Epoch 1992 | loss: 0.0311696 | val_loss: 0.0311746 | Time: 6760.43 ms [2022-03-29 23:49:39 main:574] : INFO : Epoch 1993 | loss: 0.031171 | val_loss: 0.0311715 | Time: 8592.59 ms [2022-03-29 23:49:47 main:574] : INFO : Epoch 1994 | loss: 0.03117 | val_loss: 0.0311714 | Time: 7878.31 ms [2022-03-29 23:49:55 main:574] : INFO : Epoch 1995 | loss: 0.0311694 | val_loss: 0.0311716 | Time: 7609.26 ms [2022-03-29 23:50:03 main:574] : INFO : Epoch 1996 | loss: 0.0311704 | val_loss: 0.0311725 | Time: 7770.43 ms [2022-03-29 23:50:10 main:574] : INFO : Epoch 1997 | loss: 0.0311705 | val_loss: 0.0311724 | Time: 7332.63 ms [2022-03-29 23:50:18 main:574] : INFO : Epoch 1998 | loss: 0.0311707 | val_loss: 0.0311715 | Time: 7711.64 ms [2022-03-29 23:50:25 main:574] : INFO : Epoch 1999 | loss: 0.0311701 | val_loss: 0.0311726 | Time: 7608.06 ms [2022-03-29 23:50:33 main:574] : INFO : Epoch 2000 | loss: 0.031169 | val_loss: 0.0311721 | Time: 7721.61 ms [2022-03-29 23:50:41 main:574] : INFO : Epoch 2001 | loss: 0.0311693 | val_loss: 0.0311736 | Time: 7744.79 ms [2022-03-29 23:50:50 main:574] : INFO : Epoch 2002 | loss: 0.0311742 | val_loss: 0.0311728 | Time: 8654.79 ms [2022-03-29 23:50:57 main:574] : INFO : Epoch 2003 | loss: 0.0311735 | val_loss: 0.0311711 | Time: 7915.15 ms [2022-03-29 23:51:05 main:574] : INFO : Epoch 2004 | loss: 0.0311733 | val_loss: 0.0311692 | Time: 7373.59 ms [2022-03-29 23:51:12 main:574] : INFO : Epoch 2005 | loss: 0.0311707 | val_loss: 0.0311676 | Time: 7272.68 ms [2022-03-29 23:51:19 main:574] : INFO : Epoch 2006 | loss: 0.0311703 | val_loss: 0.0311694 | Time: 7210.32 ms [2022-03-29 23:51:27 main:574] : INFO : Epoch 2007 | loss: 0.0311705 | val_loss: 0.0311711 | Time: 7530.37 ms [2022-03-29 23:51:34 main:574] : INFO : Epoch 2008 | loss: 0.0311718 | val_loss: 0.0311701 | Time: 7494.83 ms [2022-03-29 23:51:42 main:574] : INFO : Epoch 2009 | loss: 0.0311699 | val_loss: 0.0311724 | Time: 7423.42 ms [2022-03-29 23:51:50 main:574] : INFO : Epoch 2010 | loss: 0.0311729 | val_loss: 0.0311714 | Time: 7595.39 ms [2022-03-29 23:51:57 main:574] : INFO : Epoch 2011 | loss: 0.0311698 | val_loss: 0.0311688 | Time: 7213.79 ms [2022-03-29 23:52:05 main:574] : INFO : Epoch 2012 | loss: 0.031169 | val_loss: 0.0311683 | Time: 8054.88 ms [2022-03-29 23:52:13 main:574] : INFO : Epoch 2013 | loss: 0.0311684 | val_loss: 0.0311685 | Time: 8016.41 ms [2022-03-29 23:52:21 main:574] : INFO : Epoch 2014 | loss: 0.0311669 | val_loss: 0.0311691 | Time: 8561.14 ms [2022-03-29 23:52:29 main:574] : INFO : Epoch 2015 | loss: 0.0311683 | val_loss: 0.0311663 | Time: 7410.54 ms [2022-03-29 23:52:36 main:574] : INFO : Epoch 2016 | loss: 0.0311682 | val_loss: 0.031167 | Time: 7486.7 ms [2022-03-29 23:52:43 main:574] : INFO : Epoch 2017 | loss: 0.0311666 | val_loss: 0.0311676 | Time: 6873.47 ms [2022-03-29 23:52:50 main:574] : INFO : Epoch 2018 | loss: 0.0311677 | val_loss: 0.0311685 | Time: 7191.38 ms [2022-03-29 23:52:59 main:574] : INFO : Epoch 2019 | loss: 0.0311672 | val_loss: 0.0311667 | Time: 8049.08 ms [2022-03-29 23:53:06 main:574] : INFO : Epoch 2020 | loss: 0.0311659 | val_loss: 0.0311667 | Time: 7588.32 ms [2022-03-29 23:53:14 main:574] : INFO : Epoch 2021 | loss: 0.0311659 | val_loss: 0.0311667 | Time: 7516.88 ms [2022-03-29 23:53:21 main:574] : INFO : Epoch 2022 | loss: 0.0311672 | val_loss: 0.0311662 | Time: 7612.82 ms [2022-03-29 23:53:30 main:574] : INFO : Epoch 2023 | loss: 0.0311656 | val_loss: 0.0311663 | Time: 8746.99 ms [2022-03-29 23:53:37 main:574] : INFO : Epoch 2024 | loss: 0.0311653 | val_loss: 0.0311692 | Time: 7335.39 ms [2022-03-29 23:53:45 main:574] : INFO : Epoch 2025 | loss: 0.0311668 | val_loss: 0.0311668 | Time: 7774.36 ms [2022-03-29 23:53:53 main:574] : INFO : Epoch 2026 | loss: 0.0311636 | val_loss: 0.0311648 | Time: 7455.28 ms [2022-03-29 23:54:00 main:574] : INFO : Epoch 2027 | loss: 0.0311638 | val_loss: 0.031166 | Time: 7385.07 ms [2022-03-29 23:54:07 main:574] : INFO : Epoch 2028 | loss: 0.0311637 | val_loss: 0.0311672 | Time: 6812.75 ms [2022-03-29 23:54:14 main:574] : INFO : Epoch 2029 | loss: 0.0311651 | val_loss: 0.0311657 | Time: 7570.81 ms [2022-03-29 23:54:23 main:574] : INFO : Epoch 2030 | loss: 0.0311649 | val_loss: 0.0311688 | Time: 8149.54 ms [2022-03-29 23:54:30 main:574] : INFO : Epoch 2031 | loss: 0.0311643 | val_loss: 0.0311658 | Time: 7478.43 ms [2022-03-29 23:54:38 main:574] : INFO : Epoch 2032 | loss: 0.0311644 | val_loss: 0.0311651 | Time: 7639.47 ms [2022-03-29 23:54:45 main:574] : INFO : Epoch 2033 | loss: 0.0311626 | val_loss: 0.031165 | Time: 7698.7 ms [2022-03-29 23:54:53 main:574] : INFO : Epoch 2034 | loss: 0.031162 | val_loss: 0.0311639 | Time: 7454.24 ms [2022-03-29 23:55:00 main:574] : INFO : Epoch 2035 | loss: 0.0311607 | val_loss: 0.0311646 | Time: 7051.47 ms [2022-03-29 23:55:07 main:574] : INFO : Epoch 2036 | loss: 0.0311604 | val_loss: 0.0311662 | Time: 7272 ms [2022-03-29 23:55:16 main:574] : INFO : Epoch 2037 | loss: 0.0311612 | val_loss: 0.0311619 | Time: 8354.24 ms [2022-03-29 23:55:24 main:574] : INFO : Epoch 2038 | loss: 0.0311617 | val_loss: 0.031163 | Time: 8236.93 ms [2022-03-29 23:55:31 main:574] : INFO : Epoch 2039 | loss: 0.0311612 | val_loss: 0.0311645 | Time: 7226.15 ms [2022-03-29 23:55:38 main:574] : INFO : Epoch 2040 | loss: 0.0311601 | val_loss: 0.0311645 | Time: 7193.73 ms [2022-03-29 23:55:46 main:574] : INFO : Epoch 2041 | loss: 0.0311602 | val_loss: 0.0311656 | Time: 7542.86 ms [2022-03-29 23:55:53 main:574] : INFO : Epoch 2042 | loss: 0.0311621 | val_loss: 0.031165 | Time: 6934.38 ms [2022-03-29 23:56:01 main:574] : INFO : Epoch 2043 | loss: 0.0311615 | val_loss: 0.0311637 | Time: 7822.41 ms [2022-03-29 23:56:09 main:574] : INFO : Epoch 2044 | loss: 0.0311612 | val_loss: 0.0311639 | Time: 8559.34 ms [2022-03-29 23:56:16 main:574] : INFO : Epoch 2045 | loss: 0.0311629 | val_loss: 0.0311686 | Time: 7094.44 ms [2022-03-29 23:56:24 main:574] : INFO : Epoch 2046 | loss: 0.0311684 | val_loss: 0.0311693 | Time: 7130.35 ms [2022-03-29 23:56:31 main:574] : INFO : Epoch 2047 | loss: 0.031167 | val_loss: 0.0311681 | Time: 7334.98 ms [2022-03-29 23:56:39 main:574] : INFO : Epoch 2048 | loss: 0.0311669 | val_loss: 0.0311692 | Time: 8048.48 ms [2022-03-29 23:56:39 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311692 [2022-03-29 23:56:39 main:603] : INFO : Saving end state to config to file [2022-03-29 23:56:39 main:608] : INFO : Success, exiting.. 23:56:39 (29848): 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)