Task 9015145
| Name | ParityModified-1636179467-20864-2-0_0 |
| Workunit | 6467759 |
| Created | 18 Nov 2021, 1:57:57 UTC |
| Sent | 23 Nov 2021, 10:08:31 UTC |
| Report deadline | 1 Dec 2021, 10:08:31 UTC |
| Received | 23 Nov 2021, 21:03:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16717 |
| Run time | 3 hours 22 min 31 sec |
| CPU time | 3 hours 3 min 24 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,139.11 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> 1-11-23 18:51:50 main:574] : INFO : Epoch 1542 | loss: 0.0311441 | val_loss: 0.0311461 | Time: 5676.55 ms [2021-11-23 18:51:55 main:574] : INFO : Epoch 1543 | loss: 0.0311397 | val_loss: 0.0311458 | Time: 5595.69 ms [2021-11-23 18:52:01 main:574] : INFO : Epoch 1544 | loss: 0.03114 | val_loss: 0.031154 | Time: 5648.59 ms [2021-11-23 18:52:06 main:574] : INFO : Epoch 1545 | loss: 0.0311372 | val_loss: 0.0311452 | Time: 5556.36 ms [2021-11-23 18:52:12 main:574] : INFO : Epoch 1546 | loss: 0.0311348 | val_loss: 0.0311435 | Time: 5740.19 ms [2021-11-23 18:52:18 main:574] : INFO : Epoch 1547 | loss: 0.031136 | val_loss: 0.0311426 | Time: 5612.01 ms [2021-11-23 18:52:23 main:574] : INFO : Epoch 1548 | loss: 0.0311408 | val_loss: 0.0311461 | Time: 5641.21 ms [2021-11-23 18:52:29 main:574] : INFO : Epoch 1549 | loss: 0.0311396 | val_loss: 0.0311397 | Time: 5693.95 ms [2021-11-23 18:52:35 main:574] : INFO : Epoch 1550 | loss: 0.0311383 | val_loss: 0.0311442 | Time: 5733.5 ms [2021-11-23 18:52:41 main:574] : INFO : Epoch 1551 | loss: 0.0311376 | val_loss: 0.031142 | Time: 5696.78 ms [2021-11-23 18:52:46 main:574] : INFO : Epoch 1552 | loss: 0.0311388 | val_loss: 0.0311457 | Time: 5535.92 ms [2021-11-23 18:52:52 main:574] : INFO : Epoch 1553 | loss: 0.0311413 | val_loss: 0.0311439 | Time: 5706.05 ms [2021-11-23 18:52:58 main:574] : INFO : Epoch 1554 | loss: 0.0311409 | val_loss: 0.0311655 | Time: 5777.44 ms [2021-11-23 18:53:03 main:574] : INFO : Epoch 1555 | loss: 0.0311435 | val_loss: 0.03115 | Time: 5576.28 ms [2021-11-23 18:53:09 main:574] : INFO : Epoch 1556 | loss: 0.0311456 | val_loss: 0.0311478 | Time: 5557.38 ms [2021-11-23 18:53:14 main:574] : INFO : Epoch 1557 | loss: 0.0311428 | val_loss: 0.0311645 | Time: 5627.45 ms [2021-11-23 18:53:20 main:574] : INFO : Epoch 1558 | loss: 0.0311865 | val_loss: 0.0311821 | Time: 5699.18 ms [2021-11-23 18:53:26 main:574] : INFO : Epoch 1559 | loss: 0.0311928 | val_loss: 0.0311938 | Time: 5725.15 ms [2021-11-23 18:53:32 main:574] : INFO : Epoch 1560 | loss: 0.0311969 | val_loss: 0.0311854 | Time: 5936.59 ms [2021-11-23 18:53:48 main:574] : INFO : Epoch 1561 | loss: 0.0311911 | val_loss: 0.0311923 | Time: 15733.3 ms [2021-11-23 18:53:53 main:574] : INFO : Epoch 1562 | loss: 0.0311865 | val_loss: 0.031173 | Time: 5796.62 ms [2021-11-23 18:53:59 main:574] : INFO : Epoch 1563 | loss: 0.0311754 | val_loss: 0.0311727 | Time: 5638.05 ms [2021-11-23 18:54:05 main:574] : INFO : Epoch 1564 | loss: 0.0311741 | val_loss: 0.031168 | Time: 5581.19 ms [2021-11-23 18:54:10 main:574] : INFO : Epoch 1565 | loss: 0.03117 | val_loss: 0.0311656 | Time: 5756.31 ms [2021-11-23 18:54:16 main:574] : INFO : Epoch 1566 | loss: 0.0311669 | val_loss: 0.0311712 | Time: 5621.21 ms [2021-11-23 18:54:22 main:574] : INFO : Epoch 1567 | loss: 0.0311692 | val_loss: 0.0311697 | Time: 5593.61 ms [2021-11-23 18:54:27 main:574] : INFO : Epoch 1568 | loss: 0.0311771 | val_loss: 0.0311714 | Time: 5591.88 ms [2021-11-23 18:54:33 main:574] : INFO : Epoch 1569 | loss: 0.0311763 | val_loss: 0.0311687 | Time: 5709.56 ms [2021-11-23 18:54:39 main:574] : INFO : Epoch 1570 | loss: 0.0311735 | val_loss: 0.0311679 | Time: 5689.66 ms [2021-11-23 18:54:44 main:574] : INFO : Epoch 1571 | loss: 0.0311721 | val_loss: 0.0311674 | Time: 5684.58 ms [2021-11-23 18:54:50 main:574] : INFO : Epoch 1572 | loss: 0.0311778 | val_loss: 0.0311654 | Time: 5522.57 ms [2021-11-23 18:54:56 main:574] : INFO : Epoch 1573 | loss: 0.0311791 | val_loss: 0.0311777 | Time: 5655.04 ms [2021-11-23 18:55:01 main:574] : INFO : Epoch 1574 | loss: 0.0311713 | val_loss: 0.0311649 | Time: 5665.16 ms [2021-11-23 18:55:07 main:574] : INFO : Epoch 1575 | loss: 0.0311693 | val_loss: 0.0311668 | Time: 5695.13 ms [2021-11-23 18:55:13 main:574] : INFO : Epoch 1576 | loss: 0.0311678 | val_loss: 0.0311625 | Time: 5651.29 ms [2021-11-23 18:55:18 main:574] : INFO : Epoch 1577 | loss: 0.0311661 | val_loss: 0.0311641 | Time: 5666.42 ms [2021-11-23 18:55:24 main:574] : INFO : Epoch 1578 | loss: 0.0311654 | val_loss: 0.0311628 | Time: 5757.79 ms [2021-11-23 18:55:30 main:574] : INFO : Epoch 1579 | loss: 0.0311657 | val_loss: 0.0311671 | Time: 5561.31 ms [2021-11-23 18:55:35 main:574] : INFO : Epoch 1580 | loss: 0.0311668 | val_loss: 0.0311626 | Time: 5602.76 ms [2021-11-23 18:55:41 main:574] : INFO : Epoch 1581 | loss: 0.0311617 | val_loss: 0.0311617 | Time: 5563.11 ms [2021-11-23 18:55:47 main:574] : INFO : Epoch 1582 | loss: 0.0311652 | val_loss: 0.0311602 | Time: 5683.08 ms [2021-11-23 18:55:52 main:574] : INFO : Epoch 1583 | loss: 0.0311622 | val_loss: 0.0311621 | Time: 5668.95 ms [2021-11-23 18:55:58 main:574] : INFO : Epoch 1584 | loss: 0.0311641 | val_loss: 0.0311619 | Time: 5590.34 ms [2021-11-23 18:56:04 main:574] : INFO : Epoch 1585 | loss: 0.0311616 | val_loss: 0.0311642 | Time: 5702.29 ms [2021-11-23 18:56:09 main:574] : INFO : Epoch 1586 | loss: 0.0311646 | val_loss: 0.031158 | Time: 5762.61 ms [2021-11-23 18:56:15 main:574] : INFO : Epoch 1587 | loss: 0.0311603 | val_loss: 0.0311644 | Time: 5677.86 ms [2021-11-23 18:56:21 main:574] : INFO : Epoch 1588 | loss: 0.03116 | val_loss: 0.0311572 | Time: 5630.55 ms [2021-11-23 18:56:26 main:574] : INFO : Epoch 1589 | loss: 0.0311579 | val_loss: 0.031156 | Time: 5651.11 ms [2021-11-23 18:56:32 main:574] : INFO : Epoch 1590 | loss: 0.0311584 | val_loss: 0.0311578 | Time: 5671.79 ms [2021-11-23 18:56:38 main:574] : INFO : Epoch 1591 | loss: 0.0311591 | val_loss: 0.0311583 | Time: 5601.91 ms [2021-11-23 18:56:43 main:574] : INFO : Epoch 1592 | loss: 0.0311579 | val_loss: 0.0311575 | Time: 5579.42 ms [2021-11-23 18:56:49 main:574] : INFO : Epoch 1593 | loss: 0.0311564 | val_loss: 0.0311559 | Time: 5584.95 ms [2021-11-23 18:56:55 main:574] : INFO : Epoch 1594 | loss: 0.0311583 | val_loss: 0.0311603 | Time: 5734.88 ms [2021-11-23 18:57:00 main:574] : INFO : Epoch 1595 | loss: 0.0311563 | val_loss: 0.0311533 | Time: 5560.8 ms [2021-11-23 18:57:06 main:574] : INFO : Epoch 1596 | loss: 0.0311545 | val_loss: 0.0311547 | Time: 5492.04 ms [2021-11-23 18:57:11 main:574] : INFO : Epoch 1597 | loss: 0.0311547 | val_loss: 0.0311575 | Time: 5606.72 ms [2021-11-23 18:57:17 main:574] : INFO : Epoch 1598 | loss: 0.03116 | val_loss: 0.0311558 | Time: 5723.87 ms [2021-11-23 18:57:23 main:574] : INFO : Epoch 1599 | loss: 0.0311568 | val_loss: 0.0311553 | Time: 5584.84 ms [2021-11-23 18:57:28 main:574] : INFO : Epoch 1600 | loss: 0.0311576 | val_loss: 0.031165 | Time: 5534.54 ms [2021-11-23 18:57:34 main:574] : INFO : Epoch 1601 | loss: 0.0311582 | val_loss: 0.0311536 | Time: 5737.51 ms [2021-11-23 18:57:40 main:574] : INFO : Epoch 1602 | loss: 0.0311533 | val_loss: 0.0311548 | Time: 5970.23 ms [2021-11-23 18:57:46 main:574] : INFO : Epoch 1603 | loss: 0.0311543 | val_loss: 0.0311514 | Time: 6066.28 ms [2021-11-23 18:58:12 main:574] : INFO : Epoch 1604 | loss: 0.0311531 | val_loss: 0.0311536 | Time: 25785.6 ms [2021-11-23 18:58:17 main:574] : INFO : Epoch 1605 | loss: 0.0311517 | val_loss: 0.031154 | Time: 5533.04 ms [2021-11-23 18:58:23 main:574] : INFO : Epoch 1606 | loss: 0.0311512 | val_loss: 0.0311529 | Time: 5906.25 ms [2021-11-23 18:58:29 main:574] : INFO : Epoch 1607 | loss: 0.0311529 | val_loss: 0.0311517 | Time: 5714.56 ms [2021-11-23 18:58:35 main:574] : INFO : Epoch 1608 | loss: 0.0311515 | val_loss: 0.0311532 | Time: 5622.21 ms [2021-11-23 18:58:40 main:574] : INFO : Epoch 1609 | loss: 0.0311527 | val_loss: 0.0311522 | Time: 5738.03 ms [2021-11-23 18:58:47 main:574] : INFO : Epoch 1610 | loss: 0.0311509 | val_loss: 0.0311503 | Time: 6270.17 ms [2021-11-23 18:59:03 main:574] : INFO : Epoch 1611 | loss: 0.0311516 | val_loss: 0.03115 | Time: 15806.4 ms [2021-11-23 18:59:08 main:574] : INFO : Epoch 1612 | loss: 0.0311506 | val_loss: 0.0311489 | Time: 5576.36 ms [2021-11-23 18:59:14 main:574] : INFO : Epoch 1613 | loss: 0.0311504 | val_loss: 0.0311502 | Time: 5663.82 ms [2021-11-23 18:59:19 main:574] : INFO : Epoch 1614 | loss: 0.031152 | val_loss: 0.0311495 | Time: 5592.89 ms [2021-11-23 18:59:25 main:574] : INFO : Epoch 1615 | loss: 0.0311528 | val_loss: 0.0311479 | Time: 5819.51 ms [2021-11-23 18:59:31 main:574] : INFO : Epoch 1616 | loss: 0.0311513 | val_loss: 0.0311488 | Time: 5557.47 ms [2021-11-23 18:59:37 main:574] : INFO : Epoch 1617 | loss: 0.0311509 | val_loss: 0.0311552 | Time: 5678.16 ms [2021-11-23 18:59:42 main:574] : INFO : Epoch 1618 | loss: 0.0311541 | val_loss: 0.0311501 | Time: 5801.57 ms [2021-11-23 18:59:48 main:574] : INFO : Epoch 1619 | loss: 0.0311504 | val_loss: 0.0311506 | Time: 5757.01 ms [2021-11-23 18:59:54 main:574] : INFO : Epoch 1620 | loss: 0.0311513 | val_loss: 0.0311495 | Time: 5532.51 ms [2021-11-23 18:59:59 main:574] : INFO : Epoch 1621 | loss: 0.0311534 | val_loss: 0.0311613 | Time: 5742.75 ms [2021-11-23 19:00:06 main:574] : INFO : Epoch 1622 | loss: 0.0311677 | val_loss: 0.0311684 | Time: 6215.07 ms [2021-11-23 19:00:22 main:574] : INFO : Epoch 1623 | loss: 0.0311683 | val_loss: 0.0311648 | Time: 16391.9 ms [2021-11-23 19:00:28 main:574] : INFO : Epoch 1624 | loss: 0.0311687 | val_loss: 0.0311611 | Time: 5960.38 ms [2021-11-23 19:00:44 main:574] : INFO : Epoch 1625 | loss: 0.0311648 | val_loss: 0.0311593 | Time: 16027 ms [2021-11-23 19:01:00 main:574] : INFO : Epoch 1626 | loss: 0.0311645 | val_loss: 0.0311627 | Time: 16130.4 ms [2021-11-23 19:01:06 main:574] : INFO : Epoch 1627 | loss: 0.0311584 | val_loss: 0.0311616 | Time: 6122.92 ms [2021-11-23 19:01:22 main:574] : INFO : Epoch 1628 | loss: 0.0311558 | val_loss: 0.0311578 | Time: 15905.5 ms [2021-11-23 19:01:28 main:574] : INFO : Epoch 1629 | loss: 0.0311573 | val_loss: 0.0311563 | Time: 5929.81 ms [2021-11-23 19:01:55 main:574] : INFO : Epoch 1630 | loss: 0.0311579 | val_loss: 0.0311588 | Time: 26393.4 ms [2021-11-23 19:02:11 main:574] : INFO : Epoch 1631 | loss: 0.0311566 | val_loss: 0.0311569 | Time: 16132.1 ms [2021-11-23 19:02:17 main:574] : INFO : Epoch 1632 | loss: 0.0311555 | val_loss: 0.0311557 | Time: 5884.95 ms [2021-11-23 19:02:33 main:574] : INFO : Epoch 1633 | loss: 0.0311533 | val_loss: 0.0311546 | Time: 16165.3 ms [2021-11-23 19:02:39 main:574] : INFO : Epoch 1634 | loss: 0.031152 | val_loss: 0.031149 | Time: 6084.84 ms [2021-11-23 19:02:55 main:574] : INFO : Epoch 1635 | loss: 0.0311506 | val_loss: 0.0311533 | Time: 16207.2 ms [2021-11-23 19:03:12 main:574] : INFO : Epoch 1636 | loss: 0.0311539 | val_loss: 0.03115 | Time: 16358.2 ms [2021-11-23 19:03:18 main:574] : INFO : Epoch 1637 | loss: 0.0311544 | val_loss: 0.0311503 | Time: 6262.54 ms [2021-11-23 19:03:34 main:574] : INFO : Epoch 1638 | loss: 0.0311504 | val_loss: 0.0311551 | Time: 16294.1 ms [2021-11-23 19:03:40 main:574] : INFO : Epoch 1639 | loss: 0.031151 | val_loss: 0.0311514 | Time: 5835.15 ms [2021-11-23 19:04:06 main:574] : INFO : Epoch 1640 | loss: 0.0311482 | val_loss: 0.0311555 | Time: 26061.8 ms [2021-11-23 19:04:33 main:574] : INFO : Epoch 1641 | loss: 0.0311541 | val_loss: 0.0311593 | Time: 26492.3 ms [2021-11-23 19:04:39 main:574] : INFO : Epoch 1642 | loss: 0.0311624 | val_loss: 0.0311557 | Time: 6065.64 ms [2021-11-23 19:04:55 main:574] : INFO : Epoch 1643 | loss: 0.0311586 | val_loss: 0.0311525 | Time: 16299.2 ms [2021-11-23 19:05:01 main:574] : INFO : Epoch 1644 | loss: 0.0311572 | val_loss: 0.0311568 | Time: 5903.66 ms [2021-11-23 19:05:17 main:574] : INFO : Epoch 1645 | loss: 0.0311547 | val_loss: 0.0311544 | Time: 16201.6 ms [2021-11-23 19:05:43 main:574] : INFO : Epoch 1646 | loss: 0.0311529 | val_loss: 0.0311535 | Time: 26106.6 ms [2021-11-23 19:05:49 main:574] : INFO : Epoch 1647 | loss: 0.0311523 | val_loss: 0.0311521 | Time: 6148.5 ms [2021-11-23 19:06:05 main:574] : INFO : Epoch 1648 | loss: 0.0311499 | val_loss: 0.031151 | Time: 15916.2 ms [2021-11-23 19:06:12 main:574] : INFO : Epoch 1649 | loss: 0.0311507 | val_loss: 0.0311518 | Time: 6114.1 ms [2021-11-23 19:06:28 main:574] : INFO : Epoch 1650 | loss: 0.0311493 | val_loss: 0.0311526 | Time: 16102.4 ms [2021-11-23 19:06:34 main:574] : INFO : Epoch 1651 | loss: 0.0311487 | val_loss: 0.0311518 | Time: 6023.88 ms [2021-11-23 19:06:40 main:574] : INFO : Epoch 1652 | loss: 0.0311494 | val_loss: 0.0311508 | Time: 6072.39 ms [2021-11-23 19:06:56 main:574] : INFO : Epoch 1653 | loss: 0.0311465 | val_loss: 0.0311498 | Time: 16020 ms [2021-11-23 19:07:02 main:574] : INFO : Epoch 1654 | loss: 0.0311499 | val_loss: 0.0311596 | Time: 5986.18 ms [2021-11-23 19:07:18 main:574] : INFO : Epoch 1655 | loss: 0.0311614 | val_loss: 0.0311714 | Time: 16037.7 ms [2021-11-23 19:07:34 main:574] : INFO : Epoch 1656 | loss: 0.0311657 | val_loss: 0.0311651 | Time: 16483.4 ms [2021-11-23 19:07:40 main:574] : INFO : Epoch 1657 | loss: 0.0311655 | val_loss: 0.0311595 | Time: 6121.44 ms [2021-11-23 19:08:37 main:574] : INFO : Epoch 1658 | loss: 0.0311613 | val_loss: 0.0311577 | Time: 56409.4 ms [2021-11-23 19:08:43 main:574] : INFO : Epoch 1659 | loss: 0.0311564 | val_loss: 0.0311574 | Time: 6257.79 ms [2021-11-23 19:08:59 main:574] : INFO : Epoch 1660 | loss: 0.0311561 | val_loss: 0.031162 | Time: 16245.3 ms [2021-11-23 19:09:16 main:574] : INFO : Epoch 1661 | loss: 0.0311544 | val_loss: 0.0311582 | Time: 16149 ms [2021-11-23 19:09:22 main:574] : INFO : Epoch 1662 | loss: 0.0311531 | val_loss: 0.031157 | Time: 6041.3 ms [2021-11-23 19:09:38 main:574] : INFO : Epoch 1663 | loss: 0.0311525 | val_loss: 0.0311592 | Time: 16020.3 ms [2021-11-23 19:09:44 main:574] : INFO : Epoch 1664 | loss: 0.0311545 | val_loss: 0.0311577 | Time: 6125.39 ms [2021-11-23 19:09:50 main:574] : INFO : Epoch 1665 | loss: 0.0311541 | val_loss: 0.0311613 | Time: 5930.34 ms [2021-11-23 19:10:16 main:574] : INFO : Epoch 1666 | loss: 0.0311533 | val_loss: 0.031156 | Time: 26207.1 ms [2021-11-23 19:10:22 main:574] : INFO : Epoch 1667 | loss: 0.03115 | val_loss: 0.0311576 | Time: 6158 ms [2021-11-23 19:10:38 main:574] : INFO : Epoch 1668 | loss: 0.0311534 | val_loss: 0.0311589 | Time: 16099.9 ms [2021-11-23 19:10:44 main:574] : INFO : Epoch 1669 | loss: 0.0311538 | val_loss: 0.0311563 | Time: 5977.55 ms [2021-11-23 19:11:31 main:574] : INFO : Epoch 1670 | loss: 0.0311536 | val_loss: 0.0311555 | Time: 46623.2 ms [2021-11-23 19:11:47 main:574] : INFO : Epoch 1671 | loss: 0.0311532 | val_loss: 0.0311573 | Time: 16274 ms [2021-11-23 19:11:53 main:574] : INFO : Epoch 1672 | loss: 0.0311514 | val_loss: 0.0311574 | Time: 5989.43 ms [2021-11-23 19:12:09 main:574] : INFO : Epoch 1673 | loss: 0.0311488 | val_loss: 0.0311567 | Time: 16066.7 ms [2021-11-23 19:12:16 main:574] : INFO : Epoch 1674 | loss: 0.031147 | val_loss: 0.0311545 | Time: 6232.4 ms [2021-11-23 19:12:52 main:574] : INFO : Epoch 1675 | loss: 0.031149 | val_loss: 0.0311567 | Time: 36497.8 ms [2021-11-23 19:13:08 main:574] : INFO : Epoch 1676 | loss: 0.0311461 | val_loss: 0.0311525 | Time: 15945.8 ms [2021-11-23 19:13:14 main:574] : INFO : Epoch 1677 | loss: 0.0311504 | val_loss: 0.0311682 | Time: 6115.4 ms [2021-11-23 19:13:41 main:574] : INFO : Epoch 1678 | loss: 0.0311566 | val_loss: 0.0311722 | Time: 26307 ms [2021-11-23 19:13:47 main:574] : INFO : Epoch 1679 | loss: 0.0311623 | val_loss: 0.0311708 | Time: 6261.6 ms [2021-11-23 19:14:13 main:574] : INFO : Epoch 1680 | loss: 0.0311564 | val_loss: 0.0311622 | Time: 26304.5 ms [2021-11-23 19:14:30 main:574] : INFO : Epoch 1681 | loss: 0.0311508 | val_loss: 0.0311614 | Time: 16333.8 ms [2021-11-23 19:14:36 main:574] : INFO : Epoch 1682 | loss: 0.0311506 | val_loss: 0.0311595 | Time: 6030.86 ms [2021-11-23 19:14:52 main:574] : INFO : Epoch 1683 | loss: 0.0311483 | val_loss: 0.0311568 | Time: 16062 ms [2021-11-23 19:14:58 main:574] : INFO : Epoch 1684 | loss: 0.0311465 | val_loss: 0.0311555 | Time: 5922.97 ms [2021-11-23 19:15:24 main:574] : INFO : Epoch 1685 | loss: 0.0311458 | val_loss: 0.0311554 | Time: 26276.7 ms [2021-11-23 19:15:40 main:574] : INFO : Epoch 1686 | loss: 0.0311487 | val_loss: 0.0311577 | Time: 16055 ms [2021-11-23 19:15:46 main:574] : INFO : Epoch 1687 | loss: 0.0311494 | val_loss: 0.0311644 | Time: 5788.5 ms [2021-11-23 19:16:02 main:574] : INFO : Epoch 1688 | loss: 0.0311469 | val_loss: 0.0311565 | Time: 16066.7 ms [2021-11-23 19:16:08 main:574] : INFO : Epoch 1689 | loss: 0.0311451 | val_loss: 0.031155 | Time: 6288.65 ms [2021-11-23 19:16:24 main:574] : INFO : Epoch 1690 | loss: 0.031146 | val_loss: 0.0311548 | Time: 16126.9 ms [2021-11-23 19:16:40 main:574] : INFO : Epoch 1691 | loss: 0.0311477 | val_loss: 0.0311566 | Time: 16110.2 ms [2021-11-23 19:16:47 main:574] : INFO : Epoch 1692 | loss: 0.0311474 | val_loss: 0.0311558 | Time: 6102.62 ms [2021-11-23 19:20:31 main:574] : INFO : Epoch 1693 | loss: 0.0311487 | val_loss: 0.031155 | Time: 223940 ms [2021-11-23 19:20:36 main:574] : INFO : Epoch 1694 | loss: 0.0311487 | val_loss: 0.0311536 | Time: 5519.19 ms [2021-11-23 19:20:52 main:574] : INFO : Epoch 1695 | loss: 0.0311474 | val_loss: 0.0311547 | Time: 15666.1 ms [2021-11-23 19:20:57 main:574] : INFO : Epoch 1696 | loss: 0.0311511 | val_loss: 0.0311558 | Time: 5674.51 ms [2021-11-23 19:21:03 main:574] : INFO : Epoch 1697 | loss: 0.0311509 | val_loss: 0.0311573 | Time: 5659.83 ms [2021-11-23 19:21:09 main:574] : INFO : Epoch 1698 | loss: 0.0311524 | val_loss: 0.0311595 | Time: 5444.65 ms [2021-11-23 19:21:14 main:574] : INFO : Epoch 1699 | loss: 0.0311496 | val_loss: 0.0311547 | Time: 5438.47 ms [2021-11-23 19:21:20 main:574] : INFO : Epoch 1700 | loss: 0.0311485 | val_loss: 0.0311527 | Time: 5676.01 ms [2021-11-23 19:21:25 main:574] : INFO : Epoch 1701 | loss: 0.0311492 | val_loss: 0.0311549 | Time: 5513.83 ms [2021-11-23 19:21:31 main:574] : INFO : Epoch 1702 | loss: 0.0311483 | val_loss: 0.0311533 | Time: 5654.24 ms [2021-11-23 19:21:46 main:574] : INFO : Epoch 1703 | loss: 0.0311475 | val_loss: 0.031159 | Time: 15502.4 ms [2021-11-23 19:21:52 main:574] : INFO : Epoch 1704 | loss: 0.0311469 | val_loss: 0.0311526 | Time: 5525.01 ms [2021-11-23 19:21:58 main:574] : INFO : Epoch 1705 | loss: 0.0311474 | val_loss: 0.0311508 | Time: 5758.04 ms [2021-11-23 19:22:13 main:574] : INFO : Epoch 1706 | loss: 0.0311457 | val_loss: 0.0311509 | Time: 15650.9 ms [2021-11-23 19:22:19 main:574] : INFO : Epoch 1707 | loss: 0.0311445 | val_loss: 0.0311518 | Time: 5395.68 ms [2021-11-23 19:22:24 main:574] : INFO : Epoch 1708 | loss: 0.0311469 | val_loss: 0.0311559 | Time: 5508.19 ms [2021-11-23 19:22:30 main:574] : INFO : Epoch 1709 | loss: 0.0311533 | val_loss: 0.0311534 | Time: 5505.54 ms [2021-11-23 19:22:36 main:574] : INFO : Epoch 1710 | loss: 0.0311507 | val_loss: 0.0311531 | Time: 5670 ms [2021-11-23 19:22:41 main:574] : INFO : Epoch 1711 | loss: 0.0311484 | val_loss: 0.0311529 | Time: 5592.04 ms [2021-11-23 19:22:47 main:574] : INFO : Epoch 1712 | loss: 0.0311446 | val_loss: 0.0311534 | Time: 5404.93 ms [2021-11-23 19:22:52 main:574] : INFO : Epoch 1713 | loss: 0.0311449 | val_loss: 0.0311511 | Time: 5640.98 ms [2021-11-23 19:23:08 main:574] : INFO : Epoch 1714 | loss: 0.0311451 | val_loss: 0.0311504 | Time: 15644.7 ms [2021-11-23 19:23:14 main:574] : INFO : Epoch 1715 | loss: 0.0311442 | val_loss: 0.0311535 | Time: 5652.1 ms [2021-11-23 19:23:19 main:574] : INFO : Epoch 1716 | loss: 0.0311494 | val_loss: 0.0311488 | Time: 5533.98 ms [2021-11-23 19:23:25 main:574] : INFO : Epoch 1717 | loss: 0.0311457 | val_loss: 0.0311504 | Time: 5461.99 ms [2021-11-23 19:23:30 main:574] : INFO : Epoch 1718 | loss: 0.0311454 | val_loss: 0.0311488 | Time: 5609.88 ms [2021-11-23 19:23:36 main:574] : INFO : Epoch 1719 | loss: 0.0311438 | val_loss: 0.0311495 | Time: 5544.32 ms [2021-11-23 19:23:41 main:574] : INFO : Epoch 1720 | loss: 0.0311438 | val_loss: 0.0311496 | Time: 5570.31 ms [2021-11-23 19:23:47 main:574] : INFO : Epoch 1721 | loss: 0.0311478 | val_loss: 0.031148 | Time: 5551.21 ms [2021-11-23 19:23:52 main:574] : INFO : Epoch 1722 | loss: 0.0311465 | val_loss: 0.03115 | Time: 5467.49 ms [2021-11-23 19:23:58 main:574] : INFO : Epoch 1723 | loss: 0.0311486 | val_loss: 0.0311556 | Time: 5583.45 ms [2021-11-23 19:24:04 main:574] : INFO : Epoch 1724 | loss: 0.0311512 | val_loss: 0.0311475 | Time: 5595.77 ms [2021-11-23 19:24:09 main:574] : INFO : Epoch 1725 | loss: 0.0311478 | val_loss: 0.0311484 | Time: 5432.64 ms [2021-11-23 19:24:15 main:574] : INFO : Epoch 1726 | loss: 0.0311466 | val_loss: 0.0311486 | Time: 5425.84 ms [2021-11-23 19:24:20 main:574] : INFO : Epoch 1727 | loss: 0.0311445 | val_loss: 0.0311466 | Time: 5527.16 ms [2021-11-23 19:24:26 main:574] : INFO : Epoch 1728 | loss: 0.0311464 | val_loss: 0.0311482 | Time: 5568.66 ms [2021-11-23 19:24:31 main:574] : INFO : Epoch 1729 | loss: 0.0311469 | val_loss: 0.031153 | Time: 5587.74 ms [2021-11-23 19:24:37 main:574] : INFO : Epoch 1730 | loss: 0.0311467 | val_loss: 0.0311485 | Time: 5514.89 ms [2021-11-23 19:24:42 main:574] : INFO : Epoch 1731 | loss: 0.0311445 | val_loss: 0.0311496 | Time: 5440.42 ms [2021-11-23 19:24:58 main:574] : INFO : Epoch 1732 | loss: 0.0311454 | val_loss: 0.0311464 | Time: 15662.7 ms [2021-11-23 19:25:04 main:574] : INFO : Epoch 1733 | loss: 0.0311429 | val_loss: 0.0311466 | Time: 5571.24 ms [2021-11-23 19:25:09 main:574] : INFO : Epoch 1734 | loss: 0.0311439 | val_loss: 0.0311461 | Time: 5472.99 ms [2021-11-23 19:25:14 main:574] : INFO : Epoch 1735 | loss: 0.0311417 | val_loss: 0.0311457 | Time: 5488.3 ms [2021-11-23 19:25:20 main:574] : INFO : Epoch 1736 | loss: 0.0311435 | val_loss: 0.0311481 | Time: 5434.8 ms [2021-11-23 19:25:26 main:574] : INFO : Epoch 1737 | loss: 0.0311411 | val_loss: 0.0311444 | Time: 5710.8 ms [2021-11-23 19:25:31 main:574] : INFO : Epoch 1738 | loss: 0.0311416 | val_loss: 0.0311537 | Time: 5547.98 ms [2021-11-23 19:25:37 main:574] : INFO : Epoch 1739 | loss: 0.0311455 | val_loss: 0.0311466 | Time: 5579.92 ms [2021-11-23 19:25:42 main:574] : INFO : Epoch 1740 | loss: 0.0311439 | val_loss: 0.0311461 | Time: 5509.35 ms [2021-11-23 19:25:48 main:574] : INFO : Epoch 1741 | loss: 0.0311432 | val_loss: 0.0311454 | Time: 5439.18 ms [2021-11-23 19:25:53 main:574] : INFO : Epoch 1742 | loss: 0.0311432 | val_loss: 0.0311476 | Time: 5615.5 ms [2021-11-23 19:25:59 main:574] : INFO : Epoch 1743 | loss: 0.0311475 | val_loss: 0.0311575 | Time: 5579.7 ms [2021-11-23 19:26:05 main:574] : INFO : Epoch 1744 | loss: 0.0311506 | val_loss: 0.0311486 | Time: 5530.5 ms [2021-11-23 19:26:20 main:574] : INFO : Epoch 1745 | loss: 0.0311438 | val_loss: 0.0311472 | Time: 15588.8 ms [2021-11-23 19:26:26 main:574] : INFO : Epoch 1746 | loss: 0.0311443 | val_loss: 0.031152 | Time: 5552.86 ms [2021-11-23 19:26:31 main:574] : INFO : Epoch 1747 | loss: 0.0311435 | val_loss: 0.0311478 | Time: 5648.78 ms [2021-11-23 19:26:47 main:574] : INFO : Epoch 1748 | loss: 0.0311423 | val_loss: 0.0311455 | Time: 15463.9 ms [2021-11-23 19:26:52 main:574] : INFO : Epoch 1749 | loss: 0.031145 | val_loss: 0.0311501 | Time: 5448 ms [2021-11-23 19:26:58 main:574] : INFO : Epoch 1750 | loss: 0.0311512 | val_loss: 0.0311507 | Time: 5441.57 ms [2021-11-23 19:27:03 main:574] : INFO : Epoch 1751 | loss: 0.03115 | val_loss: 0.0311516 | Time: 5675.09 ms [2021-11-23 19:27:09 main:574] : INFO : Epoch 1752 | loss: 0.031145 | val_loss: 0.0311514 | Time: 5487.24 ms [2021-11-23 19:27:14 main:574] : INFO : Epoch 1753 | loss: 0.031146 | val_loss: 0.0311508 | Time: 5460.5 ms [2021-11-23 19:27:20 main:574] : INFO : Epoch 1754 | loss: 0.0311437 | val_loss: 0.0311461 | Time: 5494.12 ms [2021-11-23 19:27:26 main:574] : INFO : Epoch 1755 | loss: 0.0311425 | val_loss: 0.0311475 | Time: 5520.89 ms [2021-11-23 19:27:31 main:574] : INFO : Epoch 1756 | loss: 0.0311431 | val_loss: 0.0311471 | Time: 5487.29 ms [2021-11-23 19:27:37 main:574] : INFO : Epoch 1757 | loss: 0.0311419 | val_loss: 0.0311471 | Time: 5558.62 ms [2021-11-23 19:27:42 main:574] : INFO : Epoch 1758 | loss: 0.0311438 | val_loss: 0.031151 | Time: 5496.94 ms [2021-11-23 19:27:48 main:574] : INFO : Epoch 1759 | loss: 0.031142 | val_loss: 0.0311461 | Time: 5557.55 ms [2021-11-23 19:27:53 main:574] : INFO : Epoch 1760 | loss: 0.0311406 | val_loss: 0.0311488 | Time: 5678.46 ms [2021-11-23 19:28:09 main:574] : INFO : Epoch 1761 | loss: 0.0311413 | val_loss: 0.0311455 | Time: 15709.3 ms [2021-11-23 19:28:15 main:574] : INFO : Epoch 1762 | loss: 0.0311407 | val_loss: 0.0311451 | Time: 5549.92 ms [2021-11-23 19:28:20 main:574] : INFO : Epoch 1763 | loss: 0.0311418 | val_loss: 0.0311451 | Time: 5414.56 ms [2021-11-23 19:28:26 main:574] : INFO : Epoch 1764 | loss: 0.0311411 | val_loss: 0.0311462 | Time: 5782.05 ms [2021-11-23 19:28:42 main:574] : INFO : Epoch 1765 | loss: 0.0311432 | val_loss: 0.0311438 | Time: 16028.6 ms [2021-11-23 19:28:58 main:574] : INFO : Epoch 1766 | loss: 0.0311396 | val_loss: 0.0311431 | Time: 15767 ms [2021-11-23 19:29:03 main:574] : INFO : Epoch 1767 | loss: 0.0311428 | val_loss: 0.0311488 | Time: 5655.12 ms [2021-11-23 19:29:19 main:574] : INFO : Epoch 1768 | loss: 0.0311424 | val_loss: 0.031145 | Time: 15677.6 ms [2021-11-23 19:29:25 main:574] : INFO : Epoch 1769 | loss: 0.0311389 | val_loss: 0.0311445 | Time: 5463.12 ms [2021-11-23 19:29:30 main:574] : INFO : Epoch 1770 | loss: 0.0311395 | val_loss: 0.0311463 | Time: 5580.52 ms [2021-11-23 19:29:36 main:574] : INFO : Epoch 1771 | loss: 0.0311395 | val_loss: 0.0311447 | Time: 5506.01 ms [2021-11-23 19:29:41 main:574] : INFO : Epoch 1772 | loss: 0.0311393 | val_loss: 0.0311457 | Time: 5468.25 ms [2021-11-23 19:29:47 main:574] : INFO : Epoch 1773 | loss: 0.0311393 | val_loss: 0.0311452 | Time: 5595.2 ms [2021-11-23 19:30:02 main:574] : INFO : Epoch 1774 | loss: 0.0311433 | val_loss: 0.0311558 | Time: 15614.1 ms [2021-11-23 19:30:08 main:574] : INFO : Epoch 1775 | loss: 0.0311486 | val_loss: 0.0311553 | Time: 5554 ms [2021-11-23 19:30:13 main:574] : INFO : Epoch 1776 | loss: 0.0311485 | val_loss: 0.0311565 | Time: 5418.82 ms [2021-11-23 19:30:19 main:574] : INFO : Epoch 1777 | loss: 0.0311454 | val_loss: 0.0311531 | Time: 5496.08 ms [2021-11-23 19:30:24 main:574] : INFO : Epoch 1778 | loss: 0.031143 | val_loss: 0.0311507 | Time: 5555.22 ms [2021-11-23 19:30:30 main:574] : INFO : Epoch 1779 | loss: 0.0311444 | val_loss: 0.0311499 | Time: 5574.1 ms [2021-11-23 19:30:36 main:574] : INFO : Epoch 1780 | loss: 0.0311427 | val_loss: 0.031149 | Time: 5723.55 ms [2021-11-23 19:30:52 main:574] : INFO : Epoch 1781 | loss: 0.0311408 | val_loss: 0.0311461 | Time: 15622.7 ms [2021-11-23 19:30:57 main:574] : INFO : Epoch 1782 | loss: 0.0311415 | val_loss: 0.0311469 | Time: 5484.17 ms [2021-11-23 19:31:03 main:574] : INFO : Epoch 1783 | loss: 0.0311414 | val_loss: 0.031151 | Time: 5647.61 ms [2021-11-23 19:31:08 main:574] : INFO : Epoch 1784 | loss: 0.0311489 | val_loss: 0.031149 | Time: 5610.76 ms [2021-11-23 19:31:14 main:574] : INFO : Epoch 1785 | loss: 0.0311431 | val_loss: 0.0311455 | Time: 5553.46 ms [2021-11-23 19:31:19 main:574] : INFO : Epoch 1786 | loss: 0.0311385 | val_loss: 0.0311445 | Time: 5452 ms [2021-11-23 19:31:25 main:574] : INFO : Epoch 1787 | loss: 0.031138 | val_loss: 0.0311451 | Time: 5493.99 ms [2021-11-23 19:31:30 main:574] : INFO : Epoch 1788 | loss: 0.0311393 | val_loss: 0.0311441 | Time: 5602.48 ms [2021-11-23 19:31:36 main:574] : INFO : Epoch 1789 | loss: 0.0311406 | val_loss: 0.0311519 | Time: 5552.79 ms [2021-11-23 19:31:42 main:574] : INFO : Epoch 1790 | loss: 0.0311397 | val_loss: 0.0311465 | Time: 5516.3 ms [2021-11-23 19:31:47 main:574] : INFO : Epoch 1791 | loss: 0.0311393 | val_loss: 0.03115 | Time: 5550.39 ms [2021-11-23 19:32:03 main:574] : INFO : Epoch 1792 | loss: 0.0311388 | val_loss: 0.0311435 | Time: 15731.7 ms [2021-11-23 19:32:19 main:574] : INFO : Epoch 1793 | loss: 0.0311377 | val_loss: 0.0311546 | Time: 15799 ms [2021-11-23 19:32:24 main:574] : INFO : Epoch 1794 | loss: 0.0311414 | val_loss: 0.0311609 | Time: 5567.07 ms [2021-11-23 19:32:40 main:574] : INFO : Epoch 1795 | loss: 0.0311397 | val_loss: 0.031143 | Time: 15589.7 ms [2021-11-23 19:32:45 main:574] : INFO : Epoch 1796 | loss: 0.0311365 | val_loss: 0.0311465 | Time: 5510.14 ms [2021-11-23 19:33:01 main:574] : INFO : Epoch 1797 | loss: 0.0311374 | val_loss: 0.0311426 | Time: 15877.6 ms [2021-11-23 19:33:07 main:574] : INFO : Epoch 1798 | loss: 0.0311373 | val_loss: 0.0311451 | Time: 5678.25 ms [2021-11-23 19:33:12 main:574] : INFO : Epoch 1799 | loss: 0.0311376 | val_loss: 0.0311462 | Time: 5527.95 ms [2021-11-23 19:33:18 main:574] : INFO : Epoch 1800 | loss: 0.0311371 | val_loss: 0.0311445 | Time: 5517.59 ms [2021-11-23 19:33:24 main:574] : INFO : Epoch 1801 | loss: 0.0311376 | val_loss: 0.0311448 | Time: 5549.68 ms [2021-11-23 19:33:29 main:574] : INFO : Epoch 1802 | loss: 0.0311394 | val_loss: 0.0311428 | Time: 5596.1 ms [2021-11-23 19:33:35 main:574] : INFO : Epoch 1803 | loss: 0.0311345 | val_loss: 0.0311446 | Time: 5480.55 ms [2021-11-23 19:33:40 main:574] : INFO : Epoch 1804 | loss: 0.0311362 | val_loss: 0.0311556 | Time: 5542.14 ms [2021-11-23 19:33:46 main:574] : INFO : Epoch 1805 | loss: 0.0311374 | val_loss: 0.0311431 | Time: 5583.24 ms [2021-11-23 19:33:52 main:574] : INFO : Epoch 1806 | loss: 0.0311349 | val_loss: 0.0311471 | Time: 5667.45 ms [2021-11-23 19:33:57 main:574] : INFO : Epoch 1807 | loss: 0.0311362 | val_loss: 0.0311435 | Time: 5646.7 ms [2021-11-23 19:34:03 main:574] : INFO : Epoch 1808 | loss: 0.0311346 | val_loss: 0.0311438 | Time: 5414.79 ms [2021-11-23 19:34:08 main:574] : INFO : Epoch 1809 | loss: 0.0311341 | val_loss: 0.0311464 | Time: 5550.07 ms [2021-11-23 19:34:14 main:574] : INFO : Epoch 1810 | loss: 0.0311362 | val_loss: 0.0311505 | Time: 5639.96 ms [2021-11-23 19:34:20 main:574] : INFO : Epoch 1811 | loss: 0.0311405 | val_loss: 0.0311441 | Time: 5640.9 ms [2021-11-23 19:34:25 main:574] : INFO : Epoch 1812 | loss: 0.0311352 | val_loss: 0.0311411 | Time: 5485.85 ms [2021-11-23 19:34:31 main:574] : INFO : Epoch 1813 | loss: 0.031134 | val_loss: 0.0311421 | Time: 5553.76 ms [2021-11-23 19:34:36 main:574] : INFO : Epoch 1814 | loss: 0.0311455 | val_loss: 0.0311478 | Time: 5497.61 ms [2021-11-23 19:34:42 main:574] : INFO : Epoch 1815 | loss: 0.0311455 | val_loss: 0.031143 | Time: 5682.19 ms [2021-11-23 19:34:47 main:574] : INFO : Epoch 1816 | loss: 0.03114 | val_loss: 0.0311439 | Time: 5557.3 ms [2021-11-23 19:35:03 main:574] : INFO : Epoch 1817 | loss: 0.0311392 | val_loss: 0.0311451 | Time: 15379.8 ms [2021-11-23 19:35:08 main:574] : INFO : Epoch 1818 | loss: 0.0311454 | val_loss: 0.0311558 | Time: 5564.36 ms [2021-11-23 19:35:14 main:574] : INFO : Epoch 1819 | loss: 0.0311448 | val_loss: 0.0311431 | Time: 5584.83 ms [2021-11-23 19:35:20 main:574] : INFO : Epoch 1820 | loss: 0.0311367 | val_loss: 0.0311463 | Time: 5569.33 ms [2021-11-23 19:35:25 main:574] : INFO : Epoch 1821 | loss: 0.031137 | val_loss: 0.0311439 | Time: 5479.3 ms [2021-11-23 19:35:30 main:574] : INFO : Epoch 1822 | loss: 0.0311397 | val_loss: 0.0311455 | Time: 5460.38 ms [2021-11-23 19:35:36 main:574] : INFO : Epoch 1823 | loss: 0.0311386 | val_loss: 0.0311454 | Time: 5659.54 ms [2021-11-23 19:35:42 main:574] : INFO : Epoch 1824 | loss: 0.0311388 | val_loss: 0.0311444 | Time: 5499.22 ms [2021-11-23 19:35:47 main:574] : INFO : Epoch 1825 | loss: 0.0311377 | val_loss: 0.0311433 | Time: 5596.29 ms [2021-11-23 19:35:53 main:574] : INFO : Epoch 1826 | loss: 0.0311388 | val_loss: 0.0311539 | Time: 5534.43 ms [2021-11-23 19:35:58 main:574] : INFO : Epoch 1827 | loss: 0.0311382 | val_loss: 0.0311484 | Time: 5604.67 ms [2021-11-23 19:36:04 main:574] : INFO : Epoch 1828 | loss: 0.0311383 | val_loss: 0.0311457 | Time: 5607.97 ms [2021-11-23 19:36:10 main:574] : INFO : Epoch 1829 | loss: 0.0311354 | val_loss: 0.0311424 | Time: 5520.75 ms [2021-11-23 19:36:15 main:574] : INFO : Epoch 1830 | loss: 0.0311338 | val_loss: 0.0311417 | Time: 5461.18 ms [2021-11-23 19:36:21 main:574] : INFO : Epoch 1831 | loss: 0.0311334 | val_loss: 0.0311427 | Time: 5590.56 ms [2021-11-23 19:36:26 main:574] : INFO : Epoch 1832 | loss: 0.0311335 | val_loss: 0.0311415 | Time: 5509.86 ms [2021-11-23 19:36:32 main:574] : INFO : Epoch 1833 | loss: 0.0311333 | val_loss: 0.0311403 | Time: 5491.73 ms [2021-11-23 19:36:37 main:574] : INFO : Epoch 1834 | loss: 0.0311326 | val_loss: 0.0311464 | Time: 5593.83 ms [2021-11-23 19:36:43 main:574] : INFO : Epoch 1835 | loss: 0.0311363 | val_loss: 0.0311402 | Time: 5582.1 ms [2021-11-23 19:36:48 main:574] : INFO : Epoch 1836 | loss: 0.0311317 | val_loss: 0.0311445 | Time: 5494.74 ms [2021-11-23 19:36:54 main:574] : INFO : Epoch 1837 | loss: 0.0311345 | val_loss: 0.0311436 | Time: 5519.06 ms [2021-11-23 19:36:59 main:574] : INFO : Epoch 1838 | loss: 0.0311331 | val_loss: 0.0311416 | Time: 5556.3 ms [2021-11-23 19:37:05 main:574] : INFO : Epoch 1839 | loss: 0.0311336 | val_loss: 0.031143 | Time: 5543.19 ms [2021-11-23 19:37:11 main:574] : INFO : Epoch 1840 | loss: 0.0311353 | val_loss: 0.0311425 | Time: 5578.62 ms [2021-11-23 19:37:16 main:574] : INFO : Epoch 1841 | loss: 0.0311353 | val_loss: 0.0311426 | Time: 5531.96 ms [2021-11-23 19:37:22 main:574] : INFO : Epoch 1842 | loss: 0.0311348 | val_loss: 0.03114 | Time: 5586.62 ms [2021-11-23 19:37:28 main:574] : INFO : Epoch 1843 | loss: 0.0311344 | val_loss: 0.031142 | Time: 5693.89 ms [2021-11-23 19:37:43 main:574] : INFO : Epoch 1844 | loss: 0.0311358 | val_loss: 0.0311411 | Time: 15671.3 ms [2021-11-23 19:37:49 main:574] : INFO : Epoch 1845 | loss: 0.0311349 | val_loss: 0.0311422 | Time: 5479.38 ms [2021-11-23 19:38:04 main:574] : INFO : Epoch 1846 | loss: 0.0311354 | val_loss: 0.0311416 | Time: 15604 ms [2021-11-23 19:38:10 main:574] : INFO : Epoch 1847 | loss: 0.0311344 | val_loss: 0.031141 | Time: 5560.13 ms [2021-11-23 19:38:15 main:574] : INFO : Epoch 1848 | loss: 0.0311343 | val_loss: 0.0311427 | Time: 5517.82 ms [2021-11-23 19:38:21 main:574] : INFO : Epoch 1849 | loss: 0.0311347 | val_loss: 0.0311385 | Time: 5494.38 ms [2021-11-23 19:38:26 main:574] : INFO : Epoch 1850 | loss: 0.031134 | val_loss: 0.0311402 | Time: 5465.88 ms [2021-11-23 19:38:42 main:574] : INFO : Epoch 1851 | loss: 0.0311351 | val_loss: 0.0311393 | Time: 15876.6 ms [2021-11-23 19:38:48 main:574] : INFO : Epoch 1852 | loss: 0.0311325 | val_loss: 0.0311411 | Time: 5640.81 ms [2021-11-23 19:38:54 main:574] : INFO : Epoch 1853 | loss: 0.0311314 | val_loss: 0.0311429 | Time: 5664.39 ms [2021-11-23 19:38:59 main:574] : INFO : Epoch 1854 | loss: 0.0311315 | val_loss: 0.0311394 | Time: 5553.33 ms [2021-11-23 19:39:15 main:574] : INFO : Epoch 1855 | loss: 0.0311309 | val_loss: 0.0311427 | Time: 15582.5 ms [2021-11-23 19:39:20 main:574] : INFO : Epoch 1856 | loss: 0.0311318 | val_loss: 0.0311445 | Time: 5548.79 ms [2021-11-23 19:39:26 main:574] : INFO : Epoch 1857 | loss: 0.0311314 | val_loss: 0.0311381 | Time: 5584.41 ms [2021-11-23 19:39:31 main:574] : INFO : Epoch 1858 | loss: 0.0311313 | val_loss: 0.0311423 | Time: 5448.92 ms [2021-11-23 19:39:37 main:574] : INFO : Epoch 1859 | loss: 0.0311302 | val_loss: 0.0311397 | Time: 5594.72 ms [2021-11-23 19:39:43 main:574] : INFO : Epoch 1860 | loss: 0.0311324 | val_loss: 0.0311422 | Time: 5602.92 ms [2021-11-23 19:39:48 main:574] : INFO : Epoch 1861 | loss: 0.0311332 | val_loss: 0.031144 | Time: 5436.93 ms [2021-11-23 19:40:04 main:574] : INFO : Epoch 1862 | loss: 0.0311316 | val_loss: 0.0311395 | Time: 15583.4 ms [2021-11-23 19:40:09 main:574] : INFO : Epoch 1863 | loss: 0.0311303 | val_loss: 0.0311402 | Time: 5534.81 ms [2021-11-23 19:40:15 main:574] : INFO : Epoch 1864 | loss: 0.0311327 | val_loss: 0.0311421 | Time: 5575.67 ms [2021-11-23 19:40:20 main:574] : INFO : Epoch 1865 | loss: 0.0311336 | val_loss: 0.0311419 | Time: 5453.69 ms [2021-11-23 19:40:26 main:574] : INFO : Epoch 1866 | loss: 0.0311366 | val_loss: 0.0311509 | Time: 5499.4 ms [2021-11-23 19:40:31 main:574] : INFO : Epoch 1867 | loss: 0.0311418 | val_loss: 0.0311553 | Time: 5589.05 ms [2021-11-23 19:40:37 main:574] : INFO : Epoch 1868 | loss: 0.0311411 | val_loss: 0.0311618 | Time: 5452.6 ms [2021-11-23 19:40:43 main:574] : INFO : Epoch 1869 | loss: 0.0311425 | val_loss: 0.0311488 | Time: 5656.68 ms [2021-11-23 19:40:58 main:574] : INFO : Epoch 1870 | loss: 0.0311373 | val_loss: 0.031142 | Time: 15712.3 ms [2021-11-23 19:41:14 main:574] : INFO : Epoch 1871 | loss: 0.0311363 | val_loss: 0.0311403 | Time: 15734.8 ms [2021-11-23 19:41:20 main:574] : INFO : Epoch 1872 | loss: 0.0311307 | val_loss: 0.0311415 | Time: 5503.67 ms [2021-11-23 19:41:25 main:574] : INFO : Epoch 1873 | loss: 0.0311333 | val_loss: 0.0311387 | Time: 5628.3 ms [2021-11-23 19:41:31 main:574] : INFO : Epoch 1874 | loss: 0.0311327 | val_loss: 0.0311403 | Time: 5597.16 ms [2021-11-23 19:41:36 main:574] : INFO : Epoch 1875 | loss: 0.0311321 | val_loss: 0.0311414 | Time: 5558.33 ms [2021-11-23 19:41:42 main:574] : INFO : Epoch 1876 | loss: 0.0311302 | val_loss: 0.0311434 | Time: 5472.62 ms [2021-11-23 19:41:58 main:574] : INFO : Epoch 1877 | loss: 0.0311311 | val_loss: 0.0311396 | Time: 15670.8 ms [2021-11-23 19:42:03 main:574] : INFO : Epoch 1878 | loss: 0.0311319 | val_loss: 0.0311472 | Time: 5757.2 ms [2021-11-23 19:42:09 main:574] : INFO : Epoch 1879 | loss: 0.031133 | val_loss: 0.0311419 | Time: 5597.04 ms [2021-11-23 19:42:14 main:574] : INFO : Epoch 1880 | loss: 0.0311312 | val_loss: 0.0311382 | Time: 5457.94 ms [2021-11-23 19:42:20 main:574] : INFO : Epoch 1881 | loss: 0.0311331 | val_loss: 0.0311402 | Time: 5519.87 ms [2021-11-23 19:42:36 main:574] : INFO : Epoch 1882 | loss: 0.0311355 | val_loss: 0.0311387 | Time: 15540.7 ms [2021-11-23 19:42:41 main:574] : INFO : Epoch 1883 | loss: 0.0311329 | val_loss: 0.0311389 | Time: 5777.73 ms [2021-11-23 19:42:47 main:574] : INFO : Epoch 1884 | loss: 0.0311325 | val_loss: 0.0311431 | Time: 5536.7 ms [2021-11-23 19:42:53 main:574] : INFO : Epoch 1885 | loss: 0.0311359 | val_loss: 0.0311399 | Time: 5617.29 ms [2021-11-23 19:43:08 main:574] : INFO : Epoch 1886 | loss: 0.0311315 | val_loss: 0.0311377 | Time: 15400.1 ms [2021-11-23 19:43:14 main:574] : INFO : Epoch 1887 | loss: 0.0311323 | val_loss: 0.0311394 | Time: 5642.51 ms [2021-11-23 19:43:19 main:574] : INFO : Epoch 1888 | loss: 0.0311354 | val_loss: 0.0311415 | Time: 5512.06 ms [2021-11-23 19:43:25 main:574] : INFO : Epoch 1889 | loss: 0.0311336 | val_loss: 0.0311398 | Time: 5528.99 ms [2021-11-23 19:43:30 main:574] : INFO : Epoch 1890 | loss: 0.0311335 | val_loss: 0.0311391 | Time: 5589.02 ms [2021-11-23 19:43:46 main:574] : INFO : Epoch 1891 | loss: 0.0311324 | val_loss: 0.031139 | Time: 15697.4 ms [2021-11-23 19:43:52 main:574] : INFO : Epoch 1892 | loss: 0.0311317 | val_loss: 0.0311403 | Time: 5643.14 ms [2021-11-23 19:44:08 main:574] : INFO : Epoch 1893 | loss: 0.0311371 | val_loss: 0.0311624 | Time: 15901.1 ms [2021-11-23 19:44:13 main:574] : INFO : Epoch 1894 | loss: 0.0311816 | val_loss: 0.0311831 | Time: 5476.66 ms [2021-11-23 19:44:19 main:574] : INFO : Epoch 1895 | loss: 0.0311841 | val_loss: 0.0311817 | Time: 5503.03 ms [2021-11-23 19:44:24 main:574] : INFO : Epoch 1896 | loss: 0.0311839 | val_loss: 0.0311812 | Time: 5459.6 ms [2021-11-23 19:44:30 main:574] : INFO : Epoch 1897 | loss: 0.031181 | val_loss: 0.0311766 | Time: 5680.34 ms [2021-11-23 19:44:35 main:574] : INFO : Epoch 1898 | loss: 0.0311789 | val_loss: 0.0311767 | Time: 5580.44 ms [2021-11-23 19:44:41 main:574] : INFO : Epoch 1899 | loss: 0.0311764 | val_loss: 0.0311747 | Time: 5504.42 ms [2021-11-23 19:44:46 main:574] : INFO : Epoch 1900 | loss: 0.0311742 | val_loss: 0.0311731 | Time: 5484.74 ms [2021-11-23 19:44:52 main:574] : INFO : Epoch 1901 | loss: 0.0311741 | val_loss: 0.0311739 | Time: 5620.86 ms [2021-11-23 19:44:58 main:574] : INFO : Epoch 1902 | loss: 0.0311744 | val_loss: 0.0311714 | Time: 5491.18 ms [2021-11-23 19:45:03 main:574] : INFO : Epoch 1903 | loss: 0.0311736 | val_loss: 0.0311724 | Time: 5740.1 ms [2021-11-23 19:45:19 main:574] : INFO : Epoch 1904 | loss: 0.031172 | val_loss: 0.0311712 | Time: 15685.5 ms [2021-11-23 19:45:25 main:574] : INFO : Epoch 1905 | loss: 0.0311719 | val_loss: 0.0311693 | Time: 5626.99 ms [2021-11-23 19:45:30 main:574] : INFO : Epoch 1906 | loss: 0.0311699 | val_loss: 0.0311695 | Time: 5660.73 ms [2021-11-23 19:45:36 main:574] : INFO : Epoch 1907 | loss: 0.0311705 | val_loss: 0.0311698 | Time: 5517.05 ms [2021-11-23 19:45:42 main:574] : INFO : Epoch 1908 | loss: 0.0311705 | val_loss: 0.0311696 | Time: 5635.17 ms [2021-11-23 19:45:47 main:574] : INFO : Epoch 1909 | loss: 0.0311714 | val_loss: 0.0311693 | Time: 5549.54 ms [2021-11-23 19:45:53 main:574] : INFO : Epoch 1910 | loss: 0.0311708 | val_loss: 0.0311721 | Time: 5529.51 ms [2021-11-23 19:45:58 main:574] : INFO : Epoch 1911 | loss: 0.0311697 | val_loss: 0.0311673 | Time: 5659.37 ms [2021-11-23 19:46:04 main:574] : INFO : Epoch 1912 | loss: 0.0311675 | val_loss: 0.0311671 | Time: 5457.2 ms [2021-11-23 19:46:09 main:574] : INFO : Epoch 1913 | loss: 0.0311673 | val_loss: 0.0311701 | Time: 5496.09 ms [2021-11-23 19:46:15 main:574] : INFO : Epoch 1914 | loss: 0.0311674 | val_loss: 0.0311672 | Time: 5574.28 ms [2021-11-23 19:46:20 main:574] : INFO : Epoch 1915 | loss: 0.0311672 | val_loss: 0.0311664 | Time: 5621.71 ms [2021-11-23 19:46:26 main:574] : INFO : Epoch 1916 | loss: 0.0311666 | val_loss: 0.031172 | Time: 5491.39 ms [2021-11-23 19:46:32 main:574] : INFO : Epoch 1917 | loss: 0.031167 | val_loss: 0.0311656 | Time: 5567.11 ms [2021-11-23 19:46:37 main:574] : INFO : Epoch 1918 | loss: 0.0311651 | val_loss: 0.0311671 | Time: 5500.52 ms [2021-11-23 19:46:43 main:574] : INFO : Epoch 1919 | loss: 0.0311658 | val_loss: 0.0311655 | Time: 5601.95 ms [2021-11-23 19:46:48 main:574] : INFO : Epoch 1920 | loss: 0.0311648 | val_loss: 0.0311658 | Time: 5624.64 ms [2021-11-23 19:46:54 main:574] : INFO : Epoch 1921 | loss: 0.0311651 | val_loss: 0.0311628 | Time: 5398.72 ms [2021-11-23 19:46:59 main:574] : INFO : Epoch 1922 | loss: 0.0311635 | val_loss: 0.0311628 | Time: 5502.37 ms [2021-11-23 19:47:05 main:574] : INFO : Epoch 1923 | loss: 0.0311631 | val_loss: 0.0311616 | Time: 5589.93 ms [2021-11-23 19:47:10 main:574] : INFO : Epoch 1924 | loss: 0.0311636 | val_loss: 0.0311612 | Time: 5573.64 ms [2021-11-23 19:47:16 main:574] : INFO : Epoch 1925 | loss: 0.031167 | val_loss: 0.0311603 | Time: 5505.21 ms [2021-11-23 19:47:22 main:574] : INFO : Epoch 1926 | loss: 0.0311616 | val_loss: 0.0311594 | Time: 5600.06 ms [2021-11-23 19:47:27 main:574] : INFO : Epoch 1927 | loss: 0.0311591 | val_loss: 0.031159 | Time: 5452.33 ms [2021-11-23 19:47:33 main:574] : INFO : Epoch 1928 | loss: 0.0311594 | val_loss: 0.0311578 | Time: 5496.56 ms [2021-11-23 19:47:48 main:574] : INFO : Epoch 1929 | loss: 0.0311597 | val_loss: 0.0311609 | Time: 15644 ms [2021-11-23 19:47:54 main:574] : INFO : Epoch 1930 | loss: 0.0311626 | val_loss: 0.031157 | Time: 5604.77 ms [2021-11-23 19:48:10 main:574] : INFO : Epoch 1931 | loss: 0.0311588 | val_loss: 0.0311606 | Time: 15614.9 ms [2021-11-23 19:48:15 main:574] : INFO : Epoch 1932 | loss: 0.031157 | val_loss: 0.031161 | Time: 5433.38 ms [2021-11-23 19:48:20 main:574] : INFO : Epoch 1933 | loss: 0.031157 | val_loss: 0.0311595 | Time: 5523.47 ms [2021-11-23 19:48:26 main:574] : INFO : Epoch 1934 | loss: 0.0311562 | val_loss: 0.0311581 | Time: 5536.35 ms [2021-11-23 19:48:32 main:574] : INFO : Epoch 1935 | loss: 0.0311544 | val_loss: 0.0311559 | Time: 5499.08 ms [2021-11-23 19:48:37 main:574] : INFO : Epoch 1936 | loss: 0.0311536 | val_loss: 0.0311542 | Time: 5479.18 ms [2021-11-23 19:48:43 main:574] : INFO : Epoch 1937 | loss: 0.0311522 | val_loss: 0.0311544 | Time: 5587.46 ms [2021-11-23 19:48:58 main:574] : INFO : Epoch 1938 | loss: 0.0311519 | val_loss: 0.0311534 | Time: 15597.2 ms [2021-11-23 19:49:04 main:574] : INFO : Epoch 1939 | loss: 0.0311511 | val_loss: 0.0311521 | Time: 5485.35 ms [2021-11-23 19:49:09 main:574] : INFO : Epoch 1940 | loss: 0.0311504 | val_loss: 0.0311541 | Time: 5580.56 ms [2021-11-23 19:49:15 main:574] : INFO : Epoch 1941 | loss: 0.03115 | val_loss: 0.031153 | Time: 5596.02 ms [2021-11-23 19:49:20 main:574] : INFO : Epoch 1942 | loss: 0.0311496 | val_loss: 0.0311525 | Time: 5397.11 ms [2021-11-23 19:49:26 main:574] : INFO : Epoch 1943 | loss: 0.0311497 | val_loss: 0.0311511 | Time: 5586.4 ms [2021-11-23 19:49:32 main:574] : INFO : Epoch 1944 | loss: 0.0311492 | val_loss: 0.0311512 | Time: 5590.73 ms [2021-11-23 19:49:37 main:574] : INFO : Epoch 1945 | loss: 0.0311498 | val_loss: 0.0311501 | Time: 5464.61 ms [2021-11-23 19:49:43 main:574] : INFO : Epoch 1946 | loss: 0.0311499 | val_loss: 0.0311521 | Time: 5461.6 ms [2021-11-23 19:49:48 main:574] : INFO : Epoch 1947 | loss: 0.0311501 | val_loss: 0.0311538 | Time: 5569.77 ms [2021-11-23 19:50:04 main:574] : INFO : Epoch 1948 | loss: 0.0311486 | val_loss: 0.0311583 | Time: 15688.2 ms [2021-11-23 19:50:20 main:574] : INFO : Epoch 1949 | loss: 0.0311489 | val_loss: 0.0311488 | Time: 15707.2 ms [2021-11-23 19:50:25 main:574] : INFO : Epoch 1950 | loss: 0.0311476 | val_loss: 0.0311521 | Time: 5522.82 ms [2021-11-23 19:50:31 main:574] : INFO : Epoch 1951 | loss: 0.0311479 | val_loss: 0.0311493 | Time: 5530.75 ms [2021-11-23 19:50:36 main:574] : INFO : Epoch 1952 | loss: 0.0311476 | val_loss: 0.0311538 | Time: 5544.89 ms [2021-11-23 19:50:42 main:574] : INFO : Epoch 1953 | loss: 0.0311484 | val_loss: 0.0311565 | Time: 5591.12 ms [2021-11-23 19:50:47 main:574] : INFO : Epoch 1954 | loss: 0.0311509 | val_loss: 0.0311517 | Time: 5452.58 ms [2021-11-23 19:51:03 main:574] : INFO : Epoch 1955 | loss: 0.0311475 | val_loss: 0.0311492 | Time: 15703.7 ms [2021-11-23 19:51:09 main:574] : INFO : Epoch 1956 | loss: 0.0311463 | val_loss: 0.0311507 | Time: 5574.44 ms [2021-11-23 19:51:14 main:574] : INFO : Epoch 1957 | loss: 0.031149 | val_loss: 0.0311503 | Time: 5551.54 ms [2021-11-23 19:51:20 main:574] : INFO : Epoch 1958 | loss: 0.0311467 | val_loss: 0.0311487 | Time: 5479.98 ms [2021-11-23 19:51:25 main:574] : INFO : Epoch 1959 | loss: 0.0311484 | val_loss: 0.0311479 | Time: 5514.2 ms [2021-11-23 19:51:41 main:574] : INFO : Epoch 1960 | loss: 0.0311462 | val_loss: 0.0311493 | Time: 15517.5 ms [2021-11-23 19:51:46 main:574] : INFO : Epoch 1961 | loss: 0.0311473 | val_loss: 0.0311511 | Time: 5644.22 ms [2021-11-23 19:51:52 main:574] : INFO : Epoch 1962 | loss: 0.0311461 | val_loss: 0.0311474 | Time: 5520.35 ms [2021-11-23 19:51:57 main:574] : INFO : Epoch 1963 | loss: 0.0311468 | val_loss: 0.0311472 | Time: 5506.29 ms [2021-11-23 19:52:13 main:574] : INFO : Epoch 1964 | loss: 0.031147 | val_loss: 0.0311469 | Time: 15549.5 ms [2021-11-23 19:52:19 main:574] : INFO : Epoch 1965 | loss: 0.0311465 | val_loss: 0.031146 | Time: 5540.27 ms [2021-11-23 19:52:24 main:574] : INFO : Epoch 1966 | loss: 0.0311466 | val_loss: 0.031148 | Time: 5498.35 ms [2021-11-23 19:52:30 main:574] : INFO : Epoch 1967 | loss: 0.0311461 | val_loss: 0.0311471 | Time: 5524.84 ms [2021-11-23 19:52:35 main:574] : INFO : Epoch 1968 | loss: 0.0311451 | val_loss: 0.0311482 | Time: 5557.57 ms [2021-11-23 19:52:41 main:574] : INFO : Epoch 1969 | loss: 0.031146 | val_loss: 0.0311487 | Time: 5578.07 ms [2021-11-23 19:52:46 main:574] : INFO : Epoch 1970 | loss: 0.0311471 | val_loss: 0.0311475 | Time: 5711.55 ms [2021-11-23 19:52:52 main:574] : INFO : Epoch 1971 | loss: 0.0311466 | val_loss: 0.0311515 | Time: 5597.23 ms [2021-11-23 19:52:58 main:574] : INFO : Epoch 1972 | loss: 0.0311499 | val_loss: 0.0311508 | Time: 5408.89 ms [2021-11-23 19:53:13 main:574] : INFO : Epoch 1973 | loss: 0.0311479 | val_loss: 0.0311493 | Time: 15574.7 ms [2021-11-23 19:53:19 main:574] : INFO : Epoch 1974 | loss: 0.0311491 | val_loss: 0.0311551 | Time: 5561.54 ms [2021-11-23 19:53:24 main:574] : INFO : Epoch 1975 | loss: 0.0321913 | val_loss: 0.0343007 | Time: 5676.11 ms [2021-11-23 19:53:30 main:574] : INFO : Epoch 1976 | loss: 0.148038 | val_loss: 0.0463335 | Time: 5487.6 ms [2021-11-23 19:53:36 main:574] : INFO : Epoch 1977 | loss: 0.0463423 | val_loss: 0.0323127 | Time: 5629.97 ms [2021-11-23 19:53:41 main:574] : INFO : Epoch 1978 | loss: 0.0325702 | val_loss: 0.0317926 | Time: 5507.41 ms [2021-11-23 19:53:47 main:574] : INFO : Epoch 1979 | loss: 0.0315414 | val_loss: 0.031414 | Time: 5633.1 ms [2021-11-23 19:54:02 main:574] : INFO : Epoch 1980 | loss: 0.0313142 | val_loss: 0.0312935 | Time: 15513.6 ms [2021-11-23 19:54:08 main:574] : INFO : Epoch 1981 | loss: 0.0312697 | val_loss: 0.0312632 | Time: 6265.79 ms [2021-11-23 19:54:24 main:574] : INFO : Epoch 1982 | loss: 0.0312538 | val_loss: 0.0312519 | Time: 15665.9 ms [2021-11-23 19:54:30 main:574] : INFO : Epoch 1983 | loss: 0.0312503 | val_loss: 0.0312473 | Time: 5528.08 ms [2021-11-23 19:54:35 main:574] : INFO : Epoch 1984 | loss: 0.0312482 | val_loss: 0.0312459 | Time: 5662.93 ms [2021-11-23 19:54:41 main:574] : INFO : Epoch 1985 | loss: 0.0312469 | val_loss: 0.0312444 | Time: 5588.51 ms [2021-11-23 19:54:57 main:574] : INFO : Epoch 1986 | loss: 0.0312454 | val_loss: 0.031243 | Time: 15545.8 ms [2021-11-23 19:55:12 main:574] : INFO : Epoch 1987 | loss: 0.031243 | val_loss: 0.031242 | Time: 15608.9 ms [2021-11-23 19:55:18 main:574] : INFO : Epoch 1988 | loss: 0.031242 | val_loss: 0.0312413 | Time: 5523.85 ms [2021-11-23 19:55:23 main:574] : INFO : Epoch 1989 | loss: 0.031241 | val_loss: 0.0312407 | Time: 5563.23 ms [2021-11-23 19:55:29 main:574] : INFO : Epoch 1990 | loss: 0.0312407 | val_loss: 0.0312387 | Time: 5512.04 ms [2021-11-23 19:55:34 main:574] : INFO : Epoch 1991 | loss: 0.0312396 | val_loss: 0.0312379 | Time: 5554.85 ms [2021-11-23 19:55:40 main:574] : INFO : Epoch 1992 | loss: 0.0312384 | val_loss: 0.031237 | Time: 5487.3 ms [2021-11-23 19:55:56 main:574] : INFO : Epoch 1993 | loss: 0.0312379 | val_loss: 0.0312365 | Time: 15614.7 ms [2021-11-23 19:56:01 main:574] : INFO : Epoch 1994 | loss: 0.0312384 | val_loss: 0.0312362 | Time: 5574.33 ms [2021-11-23 19:56:07 main:574] : INFO : Epoch 1995 | loss: 0.0312377 | val_loss: 0.0312361 | Time: 5569.74 ms [2021-11-23 19:56:12 main:574] : INFO : Epoch 1996 | loss: 0.0312357 | val_loss: 0.0312346 | Time: 5588.54 ms [2021-11-23 19:56:18 main:574] : INFO : Epoch 1997 | loss: 0.0312357 | val_loss: 0.0312338 | Time: 5449.8 ms [2021-11-23 19:56:33 main:574] : INFO : Epoch 1998 | loss: 0.0312347 | val_loss: 0.0312327 | Time: 15610.6 ms [2021-11-23 19:56:39 main:574] : INFO : Epoch 1999 | loss: 0.0312344 | val_loss: 0.0312325 | Time: 5776.93 ms [2021-11-23 19:56:45 main:574] : INFO : Epoch 2000 | loss: 0.031235 | val_loss: 0.0312377 | Time: 5430.47 ms [2021-11-23 19:56:50 main:574] : INFO : Epoch 2001 | loss: 0.0312341 | val_loss: 0.0312311 | Time: 5444.08 ms [2021-11-23 19:56:56 main:574] : INFO : Epoch 2002 | loss: 0.0312332 | val_loss: 0.031232 | Time: 5569.45 ms [2021-11-23 19:57:01 main:574] : INFO : Epoch 2003 | loss: 0.0312336 | val_loss: 0.031232 | Time: 5465.28 ms [2021-11-23 19:57:17 main:574] : INFO : Epoch 2004 | loss: 0.0312338 | val_loss: 0.0312315 | Time: 15683.4 ms [2021-11-23 19:57:22 main:574] : INFO : Epoch 2005 | loss: 0.0312321 | val_loss: 0.0312309 | Time: 5544 ms [2021-11-23 19:57:28 main:574] : INFO : Epoch 2006 | loss: 0.0312333 | val_loss: 0.0312283 | Time: 5501.89 ms [2021-11-23 19:57:44 main:574] : INFO : Epoch 2007 | loss: 0.031232 | val_loss: 0.0312307 | Time: 15722.8 ms [2021-11-23 19:57:50 main:574] : INFO : Epoch 2008 | loss: 0.0312321 | val_loss: 0.0312346 | Time: 6159.54 ms [2021-11-23 19:58:06 main:574] : INFO : Epoch 2009 | loss: 0.0312306 | val_loss: 0.0312288 | Time: 16063.4 ms [2021-11-23 19:58:11 main:574] : INFO : Epoch 2010 | loss: 0.0312296 | val_loss: 0.0312271 | Time: 5496.34 ms [2021-11-23 19:58:17 main:574] : INFO : Epoch 2011 | loss: 0.0312326 | val_loss: 0.0312276 | Time: 5501.52 ms [2021-11-23 19:58:23 main:574] : INFO : Epoch 2012 | loss: 0.0312392 | val_loss: 0.031227 | Time: 5498.94 ms [2021-11-23 19:58:38 main:574] : INFO : Epoch 2013 | loss: 0.0312345 | val_loss: 0.0312349 | Time: 15620.8 ms [2021-11-23 19:58:44 main:574] : INFO : Epoch 2014 | loss: 0.0312318 | val_loss: 0.0312252 | Time: 5819.66 ms [2021-11-23 19:59:00 main:574] : INFO : Epoch 2015 | loss: 0.0312277 | val_loss: 0.031223 | Time: 15940 ms [2021-11-23 19:59:16 main:574] : INFO : Epoch 2016 | loss: 0.0312263 | val_loss: 0.031223 | Time: 15688.6 ms [2021-11-23 19:59:21 main:574] : INFO : Epoch 2017 | loss: 0.0312254 | val_loss: 0.0312222 | Time: 5649.06 ms [2021-11-23 19:59:27 main:574] : INFO : Epoch 2018 | loss: 0.0312273 | val_loss: 0.0312218 | Time: 5643.4 ms [2021-11-23 19:59:32 main:574] : INFO : Epoch 2019 | loss: 0.0312285 | val_loss: 0.0312213 | Time: 5456.76 ms [2021-11-23 19:59:38 main:574] : INFO : Epoch 2020 | loss: 0.0312289 | val_loss: 0.0312203 | Time: 5481.65 ms [2021-11-23 19:59:43 main:574] : INFO : Epoch 2021 | loss: 0.0312301 | val_loss: 0.0312265 | Time: 5491.67 ms [2021-11-23 19:59:49 main:574] : INFO : Epoch 2022 | loss: 0.0312241 | val_loss: 0.0312196 | Time: 5594.2 ms [2021-11-23 19:59:55 main:574] : INFO : Epoch 2023 | loss: 0.0312238 | val_loss: 0.0312199 | Time: 5668.39 ms [2021-11-23 20:00:10 main:574] : INFO : Epoch 2024 | loss: 0.0312231 | val_loss: 0.0312196 | Time: 15549.1 ms [2021-11-23 20:00:16 main:574] : INFO : Epoch 2025 | loss: 0.0312237 | val_loss: 0.0312189 | Time: 5528.96 ms [2021-11-23 20:00:21 main:574] : INFO : Epoch 2026 | loss: 0.0312218 | val_loss: 0.0312175 | Time: 5442.58 ms [2021-11-23 20:00:27 main:574] : INFO : Epoch 2027 | loss: 0.0312211 | val_loss: 0.0312187 | Time: 5737.52 ms [2021-11-23 20:00:32 main:574] : INFO : Epoch 2028 | loss: 0.0312224 | val_loss: 0.0312164 | Time: 5440.12 ms [2021-11-23 20:00:38 main:574] : INFO : Epoch 2029 | loss: 0.0312205 | val_loss: 0.0312177 | Time: 5383.82 ms [2021-11-23 20:00:43 main:574] : INFO : Epoch 2030 | loss: 0.0312219 | val_loss: 0.031215 | Time: 5506.25 ms [2021-11-23 20:00:59 main:574] : INFO : Epoch 2031 | loss: 0.0312193 | val_loss: 0.0312224 | Time: 15592.8 ms [2021-11-23 20:01:05 main:574] : INFO : Epoch 2032 | loss: 0.031219 | val_loss: 0.0312138 | Time: 5732.21 ms [2021-11-23 20:01:20 main:574] : INFO : Epoch 2033 | loss: 0.0312179 | val_loss: 0.0312156 | Time: 15578.7 ms [2021-11-23 20:01:36 main:574] : INFO : Epoch 2034 | loss: 0.0312177 | val_loss: 0.0312149 | Time: 15524.8 ms [2021-11-23 20:01:41 main:574] : INFO : Epoch 2035 | loss: 0.0312176 | val_loss: 0.0312174 | Time: 5450.93 ms [2021-11-23 20:01:57 main:574] : INFO : Epoch 2036 | loss: 0.0312211 | val_loss: 0.0312133 | Time: 15733.4 ms [2021-11-23 20:02:03 main:574] : INFO : Epoch 2037 | loss: 0.0312201 | val_loss: 0.0312111 | Time: 5621.86 ms [2021-11-23 20:02:18 main:574] : INFO : Epoch 2038 | loss: 0.0312195 | val_loss: 0.0312151 | Time: 15708.5 ms [2021-11-23 20:02:24 main:574] : INFO : Epoch 2039 | loss: 0.0312153 | val_loss: 0.0312149 | Time: 5522.83 ms [2021-11-23 20:02:29 main:574] : INFO : Epoch 2040 | loss: 0.0312155 | val_loss: 0.0312125 | Time: 5492.08 ms [2021-11-23 20:02:35 main:574] : INFO : Epoch 2041 | loss: 0.0312211 | val_loss: 0.0312109 | Time: 5642.29 ms [2021-11-23 20:02:41 main:574] : INFO : Epoch 2042 | loss: 0.0312269 | val_loss: 0.0312366 | Time: 5651.18 ms [2021-11-23 20:02:46 main:574] : INFO : Epoch 2043 | loss: 0.0312215 | val_loss: 0.0312151 | Time: 5407.8 ms [2021-11-23 20:02:52 main:574] : INFO : Epoch 2044 | loss: 0.0312159 | val_loss: 0.0312071 | Time: 5488.52 ms [2021-11-23 20:02:57 main:574] : INFO : Epoch 2045 | loss: 0.0312129 | val_loss: 0.0312105 | Time: 5528.3 ms [2021-11-23 20:03:03 main:574] : INFO : Epoch 2046 | loss: 0.0312129 | val_loss: 0.0312056 | Time: 5602.07 ms [2021-11-23 20:03:08 main:574] : INFO : Epoch 2047 | loss: 0.0312115 | val_loss: 0.0312056 | Time: 5461.56 ms [2021-11-23 20:03:14 main:574] : INFO : Epoch 2048 | loss: 0.0312188 | val_loss: 0.0312162 | Time: 5498.26 ms [2021-11-23 20:03:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312162 [2021-11-23 20:03:14 main:603] : INFO : Saving end state to config to file [2021-11-23 20:03:14 main:608] : INFO : Success, exiting.. 20:03:14 (13716): 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)