Task 12815593
| Name | ParityModified-1645993777-23521-0_2 |
| Workunit | 9376394 |
| Created | 9 Mar 2022, 7:45:34 UTC |
| Sent | 9 Mar 2022, 8:33:27 UTC |
| Report deadline | 17 Mar 2022, 8:33:27 UTC |
| Received | 9 Mar 2022, 12:42:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17123 |
| Run time | 3 hours 55 min 35 sec |
| CPU time | 3 hours 42 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.60 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0309525 | val_loss: 0.0312984 | Time: 5959.95 ms [2022-03-09 12:45:20 main:574] : INFO : Epoch 1543 | loss: 0.0309532 | val_loss: 0.0312692 | Time: 5915.63 ms [2022-03-09 12:45:26 main:574] : INFO : Epoch 1544 | loss: 0.0309532 | val_loss: 0.0312826 | Time: 5935.91 ms [2022-03-09 12:45:32 main:574] : INFO : Epoch 1545 | loss: 0.0309473 | val_loss: 0.031266 | Time: 5832.58 ms [2022-03-09 12:45:38 main:574] : INFO : Epoch 1546 | loss: 0.0309645 | val_loss: 0.0312651 | Time: 6037.18 ms [2022-03-09 12:45:44 main:574] : INFO : Epoch 1547 | loss: 0.0309614 | val_loss: 0.0312844 | Time: 5926.97 ms [2022-03-09 12:45:50 main:574] : INFO : Epoch 1548 | loss: 0.0309483 | val_loss: 0.0312917 | Time: 5959.54 ms [2022-03-09 12:45:56 main:574] : INFO : Epoch 1549 | loss: 0.0309537 | val_loss: 0.0312566 | Time: 6035.23 ms [2022-03-09 12:46:02 main:574] : INFO : Epoch 1550 | loss: 0.0309545 | val_loss: 0.0312722 | Time: 6113.61 ms [2022-03-09 12:46:08 main:574] : INFO : Epoch 1551 | loss: 0.0309482 | val_loss: 0.0312891 | Time: 5938.83 ms [2022-03-09 12:46:14 main:574] : INFO : Epoch 1552 | loss: 0.0309523 | val_loss: 0.0312636 | Time: 5983.89 ms [2022-03-09 12:46:20 main:574] : INFO : Epoch 1553 | loss: 0.0309528 | val_loss: 0.0312864 | Time: 5972.68 ms [2022-03-09 12:46:26 main:574] : INFO : Epoch 1554 | loss: 0.0309517 | val_loss: 0.0312783 | Time: 5970.28 ms [2022-03-09 12:46:32 main:574] : INFO : Epoch 1555 | loss: 0.0309483 | val_loss: 0.0312731 | Time: 5895.76 ms [2022-03-09 12:46:38 main:574] : INFO : Epoch 1556 | loss: 0.0309563 | val_loss: 0.0312474 | Time: 5929.13 ms [2022-03-09 12:46:44 main:574] : INFO : Epoch 1557 | loss: 0.0309483 | val_loss: 0.0312586 | Time: 5995.96 ms [2022-03-09 12:46:49 main:574] : INFO : Epoch 1558 | loss: 0.0309505 | val_loss: 0.0313027 | Time: 5927.99 ms [2022-03-09 12:46:56 main:574] : INFO : Epoch 1559 | loss: 0.030956 | val_loss: 0.0312823 | Time: 6019.74 ms [2022-03-09 12:47:01 main:574] : INFO : Epoch 1560 | loss: 0.0309534 | val_loss: 0.0312547 | Time: 5816.61 ms [2022-03-09 12:47:07 main:574] : INFO : Epoch 1561 | loss: 0.0309625 | val_loss: 0.0312825 | Time: 6113.84 ms [2022-03-09 12:47:13 main:574] : INFO : Epoch 1562 | loss: 0.0309552 | val_loss: 0.0312711 | Time: 5902.41 ms [2022-03-09 12:47:19 main:574] : INFO : Epoch 1563 | loss: 0.0309589 | val_loss: 0.0312691 | Time: 5978.5 ms [2022-03-09 12:47:25 main:574] : INFO : Epoch 1564 | loss: 0.0309589 | val_loss: 0.0312962 | Time: 5988.25 ms [2022-03-09 12:47:31 main:574] : INFO : Epoch 1565 | loss: 0.030956 | val_loss: 0.031277 | Time: 6090.86 ms [2022-03-09 12:47:37 main:574] : INFO : Epoch 1566 | loss: 0.0309493 | val_loss: 0.0312831 | Time: 6025.59 ms [2022-03-09 12:47:44 main:574] : INFO : Epoch 1567 | loss: 0.03097 | val_loss: 0.0312888 | Time: 6089.76 ms [2022-03-09 12:47:50 main:574] : INFO : Epoch 1568 | loss: 0.0309701 | val_loss: 0.031273 | Time: 5928.93 ms [2022-03-09 12:47:56 main:574] : INFO : Epoch 1569 | loss: 0.030958 | val_loss: 0.0312725 | Time: 6116.6 ms [2022-03-09 12:48:02 main:574] : INFO : Epoch 1570 | loss: 0.0309651 | val_loss: 0.0312508 | Time: 5932.39 ms [2022-03-09 12:48:08 main:574] : INFO : Epoch 1571 | loss: 0.0309543 | val_loss: 0.0312881 | Time: 5910.55 ms [2022-03-09 12:48:14 main:574] : INFO : Epoch 1572 | loss: 0.0309602 | val_loss: 0.0312704 | Time: 6075.63 ms [2022-03-09 12:48:20 main:574] : INFO : Epoch 1573 | loss: 0.0309614 | val_loss: 0.0312551 | Time: 5939.61 ms [2022-03-09 12:48:26 main:574] : INFO : Epoch 1574 | loss: 0.0309667 | val_loss: 0.0312428 | Time: 6037.38 ms [2022-03-09 12:48:32 main:574] : INFO : Epoch 1575 | loss: 0.0309568 | val_loss: 0.0312884 | Time: 6063.29 ms [2022-03-09 12:48:38 main:574] : INFO : Epoch 1576 | loss: 0.0309514 | val_loss: 0.0312921 | Time: 5891.74 ms [2022-03-09 12:48:43 main:574] : INFO : Epoch 1577 | loss: 0.0309474 | val_loss: 0.0313023 | Time: 5950.27 ms [2022-03-09 12:48:49 main:574] : INFO : Epoch 1578 | loss: 0.0309498 | val_loss: 0.0312876 | Time: 5976.07 ms [2022-03-09 12:48:55 main:574] : INFO : Epoch 1579 | loss: 0.0309476 | val_loss: 0.0312804 | Time: 5979.02 ms [2022-03-09 12:49:01 main:574] : INFO : Epoch 1580 | loss: 0.0309531 | val_loss: 0.0312575 | Time: 5978.93 ms [2022-03-09 12:49:07 main:574] : INFO : Epoch 1581 | loss: 0.0309512 | val_loss: 0.0312741 | Time: 5969.66 ms [2022-03-09 12:49:13 main:574] : INFO : Epoch 1582 | loss: 0.030968 | val_loss: 0.0312519 | Time: 5947.88 ms [2022-03-09 12:49:19 main:574] : INFO : Epoch 1583 | loss: 0.03096 | val_loss: 0.0312714 | Time: 5945.3 ms [2022-03-09 12:49:25 main:574] : INFO : Epoch 1584 | loss: 0.0309615 | val_loss: 0.0312714 | Time: 5899.6 ms [2022-03-09 12:49:31 main:574] : INFO : Epoch 1585 | loss: 0.0309517 | val_loss: 0.0312909 | Time: 5844.07 ms [2022-03-09 12:49:37 main:574] : INFO : Epoch 1586 | loss: 0.0309535 | val_loss: 0.0312607 | Time: 5834.5 ms [2022-03-09 12:49:43 main:574] : INFO : Epoch 1587 | loss: 0.0309642 | val_loss: 0.0312467 | Time: 5926.03 ms [2022-03-09 12:49:49 main:574] : INFO : Epoch 1588 | loss: 0.0309644 | val_loss: 0.0313211 | Time: 6073.72 ms [2022-03-09 12:49:55 main:574] : INFO : Epoch 1589 | loss: 0.0309587 | val_loss: 0.0312756 | Time: 5941.13 ms [2022-03-09 12:50:01 main:574] : INFO : Epoch 1590 | loss: 0.0309508 | val_loss: 0.0312683 | Time: 5952.71 ms [2022-03-09 12:50:07 main:574] : INFO : Epoch 1591 | loss: 0.0309577 | val_loss: 0.0312954 | Time: 6108.26 ms [2022-03-09 12:50:13 main:574] : INFO : Epoch 1592 | loss: 0.0309534 | val_loss: 0.0312616 | Time: 5963.82 ms [2022-03-09 12:50:19 main:574] : INFO : Epoch 1593 | loss: 0.0309502 | val_loss: 0.0312964 | Time: 5975.54 ms [2022-03-09 12:50:25 main:574] : INFO : Epoch 1594 | loss: 0.0309475 | val_loss: 0.0312881 | Time: 5977.68 ms [2022-03-09 12:50:31 main:574] : INFO : Epoch 1595 | loss: 0.0309529 | val_loss: 0.0312694 | Time: 6000.67 ms [2022-03-09 12:50:37 main:574] : INFO : Epoch 1596 | loss: 0.0309548 | val_loss: 0.0312906 | Time: 6022.25 ms [2022-03-09 12:50:43 main:574] : INFO : Epoch 1597 | loss: 0.0309546 | val_loss: 0.0312769 | Time: 5903.01 ms [2022-03-09 12:50:49 main:574] : INFO : Epoch 1598 | loss: 0.0309591 | val_loss: 0.0312818 | Time: 5982.81 ms [2022-03-09 12:50:55 main:574] : INFO : Epoch 1599 | loss: 0.0309614 | val_loss: 0.0312698 | Time: 6176.78 ms [2022-03-09 12:51:01 main:574] : INFO : Epoch 1600 | loss: 0.0309558 | val_loss: 0.0312395 | Time: 6017.66 ms [2022-03-09 12:51:07 main:574] : INFO : Epoch 1601 | loss: 0.0309554 | val_loss: 0.0312759 | Time: 5951.2 ms [2022-03-09 12:51:13 main:574] : INFO : Epoch 1602 | loss: 0.030948 | val_loss: 0.0312846 | Time: 5994.27 ms [2022-03-09 12:51:19 main:574] : INFO : Epoch 1603 | loss: 0.0309498 | val_loss: 0.0312678 | Time: 6037.31 ms [2022-03-09 12:51:25 main:574] : INFO : Epoch 1604 | loss: 0.0309608 | val_loss: 0.0312703 | Time: 5825.53 ms [2022-03-09 12:51:31 main:574] : INFO : Epoch 1605 | loss: 0.0309619 | val_loss: 0.0312664 | Time: 6006.92 ms [2022-03-09 12:51:37 main:574] : INFO : Epoch 1606 | loss: 0.0309593 | val_loss: 0.0312531 | Time: 5880.36 ms [2022-03-09 12:51:43 main:574] : INFO : Epoch 1607 | loss: 0.0309616 | val_loss: 0.0312844 | Time: 5984.24 ms [2022-03-09 12:51:49 main:574] : INFO : Epoch 1608 | loss: 0.0309539 | val_loss: 0.031268 | Time: 5810.26 ms [2022-03-09 12:51:55 main:574] : INFO : Epoch 1609 | loss: 0.0309527 | val_loss: 0.0312653 | Time: 5900.16 ms [2022-03-09 12:52:01 main:574] : INFO : Epoch 1610 | loss: 0.0309559 | val_loss: 0.0312454 | Time: 6074.74 ms [2022-03-09 12:52:07 main:574] : INFO : Epoch 1611 | loss: 0.030955 | val_loss: 0.0312656 | Time: 6111.02 ms [2022-03-09 12:52:13 main:574] : INFO : Epoch 1612 | loss: 0.0309501 | val_loss: 0.0312646 | Time: 6037.66 ms [2022-03-09 12:52:19 main:574] : INFO : Epoch 1613 | loss: 0.0309495 | val_loss: 0.0312498 | Time: 6089.36 ms [2022-03-09 12:52:25 main:574] : INFO : Epoch 1614 | loss: 0.0309657 | val_loss: 0.031306 | Time: 6061.7 ms [2022-03-09 12:52:31 main:574] : INFO : Epoch 1615 | loss: 0.0309624 | val_loss: 0.0312869 | Time: 6026.52 ms [2022-03-09 12:52:37 main:574] : INFO : Epoch 1616 | loss: 0.0309617 | val_loss: 0.0312522 | Time: 5967.86 ms [2022-03-09 12:52:43 main:574] : INFO : Epoch 1617 | loss: 0.0309567 | val_loss: 0.0312669 | Time: 5982.22 ms [2022-03-09 12:52:49 main:574] : INFO : Epoch 1618 | loss: 0.0309491 | val_loss: 0.0312769 | Time: 5964.89 ms [2022-03-09 12:52:55 main:574] : INFO : Epoch 1619 | loss: 0.030953 | val_loss: 0.0312649 | Time: 5916.44 ms [2022-03-09 12:53:01 main:574] : INFO : Epoch 1620 | loss: 0.0309575 | val_loss: 0.0312976 | Time: 5994.82 ms [2022-03-09 12:53:07 main:574] : INFO : Epoch 1621 | loss: 0.0309658 | val_loss: 0.0312899 | Time: 6223.59 ms [2022-03-09 12:53:13 main:574] : INFO : Epoch 1622 | loss: 0.0309559 | val_loss: 0.0312526 | Time: 5932.71 ms [2022-03-09 12:53:19 main:574] : INFO : Epoch 1623 | loss: 0.0309639 | val_loss: 0.0312881 | Time: 5866.32 ms [2022-03-09 12:53:25 main:574] : INFO : Epoch 1624 | loss: 0.0309584 | val_loss: 0.0312655 | Time: 5969.27 ms [2022-03-09 12:53:31 main:574] : INFO : Epoch 1625 | loss: 0.0309479 | val_loss: 0.0312979 | Time: 5958.24 ms [2022-03-09 12:53:37 main:574] : INFO : Epoch 1626 | loss: 0.0309539 | val_loss: 0.0312674 | Time: 5931.08 ms [2022-03-09 12:53:43 main:574] : INFO : Epoch 1627 | loss: 0.03096 | val_loss: 0.0312742 | Time: 5959.48 ms [2022-03-09 12:53:49 main:574] : INFO : Epoch 1628 | loss: 0.0309618 | val_loss: 0.0312621 | Time: 5809.23 ms [2022-03-09 12:53:54 main:574] : INFO : Epoch 1629 | loss: 0.0309557 | val_loss: 0.031259 | Time: 5874.06 ms [2022-03-09 12:54:00 main:574] : INFO : Epoch 1630 | loss: 0.0309523 | val_loss: 0.0313052 | Time: 5979.89 ms [2022-03-09 12:54:06 main:574] : INFO : Epoch 1631 | loss: 0.0309537 | val_loss: 0.031253 | Time: 6013.92 ms [2022-03-09 12:54:13 main:574] : INFO : Epoch 1632 | loss: 0.0309525 | val_loss: 0.0312701 | Time: 6092.36 ms [2022-03-09 12:54:18 main:574] : INFO : Epoch 1633 | loss: 0.0309551 | val_loss: 0.0312473 | Time: 5955.26 ms [2022-03-09 12:54:24 main:574] : INFO : Epoch 1634 | loss: 0.0309552 | val_loss: 0.0312793 | Time: 5999.88 ms [2022-03-09 12:54:30 main:574] : INFO : Epoch 1635 | loss: 0.0309542 | val_loss: 0.0312477 | Time: 5915.96 ms [2022-03-09 12:54:37 main:574] : INFO : Epoch 1636 | loss: 0.0309515 | val_loss: 0.031274 | Time: 6125.86 ms [2022-03-09 12:54:43 main:574] : INFO : Epoch 1637 | loss: 0.0309558 | val_loss: 0.0313143 | Time: 5999.69 ms [2022-03-09 12:54:48 main:574] : INFO : Epoch 1638 | loss: 0.0309565 | val_loss: 0.0312383 | Time: 5900.2 ms [2022-03-09 12:54:54 main:574] : INFO : Epoch 1639 | loss: 0.0309556 | val_loss: 0.031264 | Time: 5943.72 ms [2022-03-09 12:55:01 main:574] : INFO : Epoch 1640 | loss: 0.0309519 | val_loss: 0.0313021 | Time: 6118.1 ms [2022-03-09 12:55:07 main:574] : INFO : Epoch 1641 | loss: 0.0309517 | val_loss: 0.031281 | Time: 6003.38 ms [2022-03-09 12:55:13 main:574] : INFO : Epoch 1642 | loss: 0.0309552 | val_loss: 0.0312458 | Time: 5932.56 ms [2022-03-09 12:55:19 main:574] : INFO : Epoch 1643 | loss: 0.0309609 | val_loss: 0.0313009 | Time: 6140.65 ms [2022-03-09 12:55:25 main:574] : INFO : Epoch 1644 | loss: 0.0309598 | val_loss: 0.0312704 | Time: 5983.5 ms [2022-03-09 12:55:31 main:574] : INFO : Epoch 1645 | loss: 0.0309484 | val_loss: 0.0312834 | Time: 5930.05 ms [2022-03-09 12:55:37 main:574] : INFO : Epoch 1646 | loss: 0.0309494 | val_loss: 0.0312825 | Time: 6007.39 ms [2022-03-09 12:55:43 main:574] : INFO : Epoch 1647 | loss: 0.0309551 | val_loss: 0.0312655 | Time: 5980.76 ms [2022-03-09 12:55:49 main:574] : INFO : Epoch 1648 | loss: 0.0309614 | val_loss: 0.0312972 | Time: 6052.88 ms [2022-03-09 12:55:55 main:574] : INFO : Epoch 1649 | loss: 0.0309582 | val_loss: 0.0312652 | Time: 5876.46 ms [2022-03-09 12:56:01 main:574] : INFO : Epoch 1650 | loss: 0.0309532 | val_loss: 0.031263 | Time: 5971.32 ms [2022-03-09 12:56:07 main:574] : INFO : Epoch 1651 | loss: 0.0309536 | val_loss: 0.0312862 | Time: 6011.14 ms [2022-03-09 12:56:13 main:574] : INFO : Epoch 1652 | loss: 0.0309605 | val_loss: 0.0312581 | Time: 6023.41 ms [2022-03-09 12:56:18 main:574] : INFO : Epoch 1653 | loss: 0.0309557 | val_loss: 0.0312706 | Time: 5909.62 ms [2022-03-09 12:56:24 main:574] : INFO : Epoch 1654 | loss: 0.0309558 | val_loss: 0.0312918 | Time: 5973.25 ms [2022-03-09 12:56:30 main:574] : INFO : Epoch 1655 | loss: 0.0309503 | val_loss: 0.0312537 | Time: 6024.76 ms [2022-03-09 12:56:37 main:574] : INFO : Epoch 1656 | loss: 0.0309594 | val_loss: 0.0312855 | Time: 6010.51 ms [2022-03-09 12:56:42 main:574] : INFO : Epoch 1657 | loss: 0.0309682 | val_loss: 0.0313228 | Time: 5940.7 ms [2022-03-09 12:56:48 main:574] : INFO : Epoch 1658 | loss: 0.0309804 | val_loss: 0.0312743 | Time: 5973.29 ms [2022-03-09 12:56:54 main:574] : INFO : Epoch 1659 | loss: 0.030964 | val_loss: 0.0312971 | Time: 5961.77 ms [2022-03-09 12:57:00 main:574] : INFO : Epoch 1660 | loss: 0.0309549 | val_loss: 0.0312556 | Time: 5923.45 ms [2022-03-09 12:57:06 main:574] : INFO : Epoch 1661 | loss: 0.0309568 | val_loss: 0.0312989 | Time: 6076.01 ms [2022-03-09 12:57:12 main:574] : INFO : Epoch 1662 | loss: 0.030964 | val_loss: 0.0312701 | Time: 6024.58 ms [2022-03-09 12:57:18 main:574] : INFO : Epoch 1663 | loss: 0.0309593 | val_loss: 0.0312675 | Time: 5913.09 ms [2022-03-09 12:57:24 main:574] : INFO : Epoch 1664 | loss: 0.030962 | val_loss: 0.0312593 | Time: 6010.33 ms [2022-03-09 12:57:30 main:574] : INFO : Epoch 1665 | loss: 0.0309568 | val_loss: 0.0312741 | Time: 6043.16 ms [2022-03-09 12:57:36 main:574] : INFO : Epoch 1666 | loss: 0.0309498 | val_loss: 0.0312856 | Time: 5934.69 ms [2022-03-09 12:57:42 main:574] : INFO : Epoch 1667 | loss: 0.0309547 | val_loss: 0.0312473 | Time: 5942.28 ms [2022-03-09 12:57:48 main:574] : INFO : Epoch 1668 | loss: 0.0309649 | val_loss: 0.0312789 | Time: 5846.3 ms [2022-03-09 12:57:54 main:574] : INFO : Epoch 1669 | loss: 0.0309567 | val_loss: 0.0312675 | Time: 5961.62 ms [2022-03-09 12:58:00 main:574] : INFO : Epoch 1670 | loss: 0.0309518 | val_loss: 0.0312674 | Time: 6062.53 ms [2022-03-09 12:58:06 main:574] : INFO : Epoch 1671 | loss: 0.0309522 | val_loss: 0.0312879 | Time: 6033.97 ms [2022-03-09 12:58:12 main:574] : INFO : Epoch 1672 | loss: 0.0309564 | val_loss: 0.0312836 | Time: 5932 ms [2022-03-09 12:58:18 main:574] : INFO : Epoch 1673 | loss: 0.0309549 | val_loss: 0.031255 | Time: 5900.23 ms [2022-03-09 12:58:24 main:574] : INFO : Epoch 1674 | loss: 0.0309544 | val_loss: 0.0312669 | Time: 6010.04 ms [2022-03-09 12:58:30 main:574] : INFO : Epoch 1675 | loss: 0.0309513 | val_loss: 0.03127 | Time: 5945.37 ms [2022-03-09 12:58:36 main:574] : INFO : Epoch 1676 | loss: 0.030957 | val_loss: 0.0312845 | Time: 5972.34 ms [2022-03-09 12:58:42 main:574] : INFO : Epoch 1677 | loss: 0.0309524 | val_loss: 0.031262 | Time: 5931.15 ms [2022-03-09 12:58:48 main:574] : INFO : Epoch 1678 | loss: 0.0309533 | val_loss: 0.0313007 | Time: 6028.8 ms [2022-03-09 12:58:54 main:574] : INFO : Epoch 1679 | loss: 0.0309612 | val_loss: 0.0312649 | Time: 5866.64 ms [2022-03-09 12:59:00 main:574] : INFO : Epoch 1680 | loss: 0.030963 | val_loss: 0.0312589 | Time: 5924.56 ms [2022-03-09 12:59:06 main:574] : INFO : Epoch 1681 | loss: 0.0309615 | val_loss: 0.0312794 | Time: 6099.63 ms [2022-03-09 12:59:12 main:574] : INFO : Epoch 1682 | loss: 0.0309575 | val_loss: 0.0312598 | Time: 5948.17 ms [2022-03-09 12:59:18 main:574] : INFO : Epoch 1683 | loss: 0.030954 | val_loss: 0.031291 | Time: 5778.49 ms [2022-03-09 12:59:24 main:574] : INFO : Epoch 1684 | loss: 0.0309576 | val_loss: 0.0312676 | Time: 5992.74 ms [2022-03-09 12:59:30 main:574] : INFO : Epoch 1685 | loss: 0.0309601 | val_loss: 0.0312925 | Time: 5937.32 ms [2022-03-09 12:59:36 main:574] : INFO : Epoch 1686 | loss: 0.0309544 | val_loss: 0.0312852 | Time: 5892.64 ms [2022-03-09 12:59:42 main:574] : INFO : Epoch 1687 | loss: 0.0309499 | val_loss: 0.0312702 | Time: 6002.94 ms [2022-03-09 12:59:48 main:574] : INFO : Epoch 1688 | loss: 0.030948 | val_loss: 0.0312812 | Time: 6003 ms [2022-03-09 12:59:54 main:574] : INFO : Epoch 1689 | loss: 0.030961 | val_loss: 0.031262 | Time: 6025.32 ms [2022-03-09 12:59:59 main:574] : INFO : Epoch 1690 | loss: 0.0309623 | val_loss: 0.0312627 | Time: 5864.15 ms [2022-03-09 13:00:05 main:574] : INFO : Epoch 1691 | loss: 0.0309569 | val_loss: 0.0312667 | Time: 5983.02 ms [2022-03-09 13:00:12 main:574] : INFO : Epoch 1692 | loss: 0.0309511 | val_loss: 0.0312698 | Time: 6126.39 ms [2022-03-09 13:00:18 main:574] : INFO : Epoch 1693 | loss: 0.0309518 | val_loss: 0.031258 | Time: 6016.19 ms [2022-03-09 13:00:24 main:574] : INFO : Epoch 1694 | loss: 0.0309492 | val_loss: 0.0312827 | Time: 5971.74 ms [2022-03-09 13:00:30 main:574] : INFO : Epoch 1695 | loss: 0.0309552 | val_loss: 0.031264 | Time: 6057.82 ms [2022-03-09 13:00:36 main:574] : INFO : Epoch 1696 | loss: 0.0309562 | val_loss: 0.0312793 | Time: 6094.01 ms [2022-03-09 13:00:42 main:574] : INFO : Epoch 1697 | loss: 0.0309527 | val_loss: 0.0312705 | Time: 5971.64 ms [2022-03-09 13:00:48 main:574] : INFO : Epoch 1698 | loss: 0.0309547 | val_loss: 0.031266 | Time: 6041.01 ms [2022-03-09 13:00:54 main:574] : INFO : Epoch 1699 | loss: 0.0309518 | val_loss: 0.0312745 | Time: 6009.22 ms [2022-03-09 13:01:00 main:574] : INFO : Epoch 1700 | loss: 0.0309605 | val_loss: 0.031279 | Time: 5945.2 ms [2022-03-09 13:01:06 main:574] : INFO : Epoch 1701 | loss: 0.0309635 | val_loss: 0.0312807 | Time: 6033.49 ms [2022-03-09 13:01:12 main:574] : INFO : Epoch 1702 | loss: 0.0314889 | val_loss: 0.0319673 | Time: 5932.56 ms [2022-03-09 13:01:18 main:574] : INFO : Epoch 1703 | loss: 0.0377045 | val_loss: 0.0343497 | Time: 5973.55 ms [2022-03-09 13:01:24 main:574] : INFO : Epoch 1704 | loss: 0.0335069 | val_loss: 0.0328035 | Time: 5931.6 ms [2022-03-09 13:01:30 main:574] : INFO : Epoch 1705 | loss: 0.0317185 | val_loss: 0.0314432 | Time: 5947.05 ms [2022-03-09 13:01:36 main:574] : INFO : Epoch 1706 | loss: 0.0313155 | val_loss: 0.0312858 | Time: 6121.63 ms [2022-03-09 13:01:42 main:574] : INFO : Epoch 1707 | loss: 0.0312642 | val_loss: 0.0312581 | Time: 6016.55 ms [2022-03-09 13:01:48 main:574] : INFO : Epoch 1708 | loss: 0.031255 | val_loss: 0.0312541 | Time: 5969.19 ms [2022-03-09 13:01:54 main:574] : INFO : Epoch 1709 | loss: 0.0312528 | val_loss: 0.0312519 | Time: 5917.26 ms [2022-03-09 13:02:00 main:574] : INFO : Epoch 1710 | loss: 0.0312521 | val_loss: 0.0312519 | Time: 6081.19 ms [2022-03-09 13:02:06 main:574] : INFO : Epoch 1711 | loss: 0.0312516 | val_loss: 0.0312512 | Time: 6036.1 ms [2022-03-09 13:02:12 main:574] : INFO : Epoch 1712 | loss: 0.0312513 | val_loss: 0.0312521 | Time: 5994.18 ms [2022-03-09 13:02:18 main:574] : INFO : Epoch 1713 | loss: 0.0312514 | val_loss: 0.0312516 | Time: 6026.75 ms [2022-03-09 13:02:24 main:574] : INFO : Epoch 1714 | loss: 0.0312522 | val_loss: 0.0312511 | Time: 5963.05 ms [2022-03-09 13:02:30 main:574] : INFO : Epoch 1715 | loss: 0.0312519 | val_loss: 0.0312509 | Time: 5960.37 ms [2022-03-09 13:02:36 main:574] : INFO : Epoch 1716 | loss: 0.0312523 | val_loss: 0.0312511 | Time: 5959.35 ms [2022-03-09 13:02:42 main:574] : INFO : Epoch 1717 | loss: 0.0312532 | val_loss: 0.0312515 | Time: 5984.72 ms [2022-03-09 13:02:48 main:574] : INFO : Epoch 1718 | loss: 0.0312516 | val_loss: 0.0312511 | Time: 5997.92 ms [2022-03-09 13:02:54 main:574] : INFO : Epoch 1719 | loss: 0.0312514 | val_loss: 0.031251 | Time: 5920.58 ms [2022-03-09 13:02:59 main:574] : INFO : Epoch 1720 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 5888.16 ms [2022-03-09 13:03:05 main:574] : INFO : Epoch 1721 | loss: 0.0312513 | val_loss: 0.0312516 | Time: 5979.78 ms [2022-03-09 13:03:11 main:574] : INFO : Epoch 1722 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 5900.53 ms [2022-03-09 13:03:17 main:574] : INFO : Epoch 1723 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 5990.63 ms [2022-03-09 13:03:24 main:574] : INFO : Epoch 1724 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 6108.19 ms [2022-03-09 13:03:30 main:574] : INFO : Epoch 1725 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 6073.07 ms [2022-03-09 13:03:36 main:574] : INFO : Epoch 1726 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 5962.1 ms [2022-03-09 13:03:42 main:574] : INFO : Epoch 1727 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 6042.71 ms [2022-03-09 13:03:48 main:574] : INFO : Epoch 1728 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 5956.12 ms [2022-03-09 13:03:54 main:574] : INFO : Epoch 1729 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 5970.54 ms [2022-03-09 13:03:59 main:574] : INFO : Epoch 1730 | loss: 0.031251 | val_loss: 0.0312508 | Time: 5881.14 ms [2022-03-09 13:04:06 main:574] : INFO : Epoch 1731 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 6088.06 ms [2022-03-09 13:04:12 main:574] : INFO : Epoch 1732 | loss: 0.031251 | val_loss: 0.0312508 | Time: 5973 ms [2022-03-09 13:04:18 main:574] : INFO : Epoch 1733 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 6087.03 ms [2022-03-09 13:04:24 main:574] : INFO : Epoch 1734 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5974.22 ms [2022-03-09 13:04:30 main:574] : INFO : Epoch 1735 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 5974.7 ms [2022-03-09 13:04:36 main:574] : INFO : Epoch 1736 | loss: 0.0312512 | val_loss: 0.0312515 | Time: 5990.87 ms [2022-03-09 13:04:42 main:574] : INFO : Epoch 1737 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 6052.23 ms [2022-03-09 13:04:48 main:574] : INFO : Epoch 1738 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5978.76 ms [2022-03-09 13:04:54 main:574] : INFO : Epoch 1739 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 6014.1 ms [2022-03-09 13:05:00 main:574] : INFO : Epoch 1740 | loss: 0.0312507 | val_loss: 0.031251 | Time: 6145.41 ms [2022-03-09 13:05:06 main:574] : INFO : Epoch 1741 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 6060.04 ms [2022-03-09 13:05:12 main:574] : INFO : Epoch 1742 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 5900.92 ms [2022-03-09 13:05:18 main:574] : INFO : Epoch 1743 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5997.42 ms [2022-03-09 13:05:24 main:574] : INFO : Epoch 1744 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 5990.16 ms [2022-03-09 13:05:30 main:574] : INFO : Epoch 1745 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 6036.76 ms [2022-03-09 13:05:36 main:574] : INFO : Epoch 1746 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 5976.87 ms [2022-03-09 13:05:42 main:574] : INFO : Epoch 1747 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 5947.83 ms [2022-03-09 13:05:48 main:574] : INFO : Epoch 1748 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 6038.54 ms [2022-03-09 13:05:54 main:574] : INFO : Epoch 1749 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 5936.19 ms [2022-03-09 13:06:00 main:574] : INFO : Epoch 1750 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 5884.8 ms [2022-03-09 13:06:06 main:574] : INFO : Epoch 1751 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 6075.27 ms [2022-03-09 13:06:12 main:574] : INFO : Epoch 1752 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 6045.8 ms [2022-03-09 13:06:18 main:574] : INFO : Epoch 1753 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 5891.65 ms [2022-03-09 13:06:24 main:574] : INFO : Epoch 1754 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5990.09 ms [2022-03-09 13:06:30 main:574] : INFO : Epoch 1755 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 6098.16 ms [2022-03-09 13:06:36 main:574] : INFO : Epoch 1756 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 6067.49 ms [2022-03-09 13:06:42 main:574] : INFO : Epoch 1757 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 6015.25 ms [2022-03-09 13:06:48 main:574] : INFO : Epoch 1758 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5968.93 ms [2022-03-09 13:06:54 main:574] : INFO : Epoch 1759 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5911.04 ms [2022-03-09 13:07:00 main:574] : INFO : Epoch 1760 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 6120.5 ms [2022-03-09 13:07:06 main:574] : INFO : Epoch 1761 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 5979.55 ms [2022-03-09 13:07:12 main:574] : INFO : Epoch 1762 | loss: 0.031252 | val_loss: 0.0312516 | Time: 5985.11 ms [2022-03-09 13:07:18 main:574] : INFO : Epoch 1763 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 5910.55 ms [2022-03-09 13:07:24 main:574] : INFO : Epoch 1764 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5971.03 ms [2022-03-09 13:07:30 main:574] : INFO : Epoch 1765 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 6170.68 ms [2022-03-09 13:07:36 main:574] : INFO : Epoch 1766 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 6003.4 ms [2022-03-09 13:07:42 main:574] : INFO : Epoch 1767 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6016.06 ms [2022-03-09 13:07:48 main:574] : INFO : Epoch 1768 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5990.83 ms [2022-03-09 13:07:54 main:574] : INFO : Epoch 1769 | loss: 0.0312507 | val_loss: 0.031251 | Time: 5892.73 ms [2022-03-09 13:08:00 main:574] : INFO : Epoch 1770 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5970.04 ms [2022-03-09 13:08:06 main:574] : INFO : Epoch 1771 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 6012.88 ms [2022-03-09 13:08:12 main:574] : INFO : Epoch 1772 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 5951.08 ms [2022-03-09 13:08:18 main:574] : INFO : Epoch 1773 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 6023.75 ms [2022-03-09 13:08:24 main:574] : INFO : Epoch 1774 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 6052.77 ms [2022-03-09 13:08:30 main:574] : INFO : Epoch 1775 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 6037.33 ms [2022-03-09 13:08:36 main:574] : INFO : Epoch 1776 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 5981.82 ms [2022-03-09 13:08:42 main:574] : INFO : Epoch 1777 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 6099.09 ms [2022-03-09 13:08:48 main:574] : INFO : Epoch 1778 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 6017.74 ms [2022-03-09 13:08:54 main:574] : INFO : Epoch 1779 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 6007.69 ms [2022-03-09 13:09:00 main:574] : INFO : Epoch 1780 | loss: 0.0312517 | val_loss: 0.0312505 | Time: 5950.68 ms [2022-03-09 13:09:06 main:574] : INFO : Epoch 1781 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 6096.26 ms [2022-03-09 13:09:12 main:574] : INFO : Epoch 1782 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5983.83 ms [2022-03-09 13:09:18 main:574] : INFO : Epoch 1783 | loss: 0.03125 | val_loss: 0.031251 | Time: 6074.06 ms [2022-03-09 13:09:24 main:574] : INFO : Epoch 1784 | loss: 0.0312505 | val_loss: 0.031251 | Time: 5990.26 ms [2022-03-09 13:09:30 main:574] : INFO : Epoch 1785 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 6086.14 ms [2022-03-09 13:09:36 main:574] : INFO : Epoch 1786 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5961.97 ms [2022-03-09 13:09:42 main:574] : INFO : Epoch 1787 | loss: 0.03125 | val_loss: 0.0312503 | Time: 6032.66 ms [2022-03-09 13:09:48 main:574] : INFO : Epoch 1788 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 6077.82 ms [2022-03-09 13:09:54 main:574] : INFO : Epoch 1789 | loss: 0.0312514 | val_loss: 0.0312519 | Time: 6029.34 ms [2022-03-09 13:10:00 main:574] : INFO : Epoch 1790 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 5973.77 ms [2022-03-09 13:10:06 main:574] : INFO : Epoch 1791 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 6090.52 ms [2022-03-09 13:10:12 main:574] : INFO : Epoch 1792 | loss: 0.031251 | val_loss: 0.0312503 | Time: 5968.86 ms [2022-03-09 13:10:19 main:574] : INFO : Epoch 1793 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 6090.95 ms [2022-03-09 13:10:25 main:574] : INFO : Epoch 1794 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 5990.64 ms [2022-03-09 13:10:31 main:574] : INFO : Epoch 1795 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5974.24 ms [2022-03-09 13:10:37 main:574] : INFO : Epoch 1796 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 5974.3 ms [2022-03-09 13:10:42 main:574] : INFO : Epoch 1797 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 5909.69 ms [2022-03-09 13:10:48 main:574] : INFO : Epoch 1798 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5951.23 ms [2022-03-09 13:10:55 main:574] : INFO : Epoch 1799 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 6124.09 ms [2022-03-09 13:11:01 main:574] : INFO : Epoch 1800 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5983.69 ms [2022-03-09 13:11:06 main:574] : INFO : Epoch 1801 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 5909.69 ms [2022-03-09 13:11:12 main:574] : INFO : Epoch 1802 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 6026.68 ms [2022-03-09 13:11:19 main:574] : INFO : Epoch 1803 | loss: 0.0312511 | val_loss: 0.0312553 | Time: 6085.65 ms [2022-03-09 13:11:25 main:574] : INFO : Epoch 1804 | loss: 0.0312521 | val_loss: 0.0312504 | Time: 5967.69 ms [2022-03-09 13:11:31 main:574] : INFO : Epoch 1805 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 6189.18 ms [2022-03-09 13:11:37 main:574] : INFO : Epoch 1806 | loss: 0.031251 | val_loss: 0.0312504 | Time: 6096.21 ms [2022-03-09 13:11:43 main:574] : INFO : Epoch 1807 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 5956.74 ms [2022-03-09 13:11:49 main:574] : INFO : Epoch 1808 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 6106.12 ms [2022-03-09 13:11:55 main:574] : INFO : Epoch 1809 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 6010.08 ms [2022-03-09 13:12:01 main:574] : INFO : Epoch 1810 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 6094.5 ms [2022-03-09 13:12:07 main:574] : INFO : Epoch 1811 | loss: 0.0312511 | val_loss: 0.0312534 | Time: 5932.74 ms [2022-03-09 13:12:13 main:574] : INFO : Epoch 1812 | loss: 0.0312519 | val_loss: 0.0312523 | Time: 5939.18 ms [2022-03-09 13:12:19 main:574] : INFO : Epoch 1813 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 6178.57 ms [2022-03-09 13:12:25 main:574] : INFO : Epoch 1814 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 6007.95 ms [2022-03-09 13:12:31 main:574] : INFO : Epoch 1815 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 5968.9 ms [2022-03-09 13:12:37 main:574] : INFO : Epoch 1816 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 5840.72 ms [2022-03-09 13:12:43 main:574] : INFO : Epoch 1817 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 5991.52 ms [2022-03-09 13:12:49 main:574] : INFO : Epoch 1818 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 5896.98 ms [2022-03-09 13:12:55 main:574] : INFO : Epoch 1819 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5961.02 ms [2022-03-09 13:13:01 main:574] : INFO : Epoch 1820 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 5869.97 ms [2022-03-09 13:13:07 main:574] : INFO : Epoch 1821 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5983.8 ms [2022-03-09 13:13:13 main:574] : INFO : Epoch 1822 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 5917.77 ms [2022-03-09 13:13:19 main:574] : INFO : Epoch 1823 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5896.68 ms [2022-03-09 13:13:24 main:574] : INFO : Epoch 1824 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5760.68 ms [2022-03-09 13:13:30 main:574] : INFO : Epoch 1825 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 5868.78 ms [2022-03-09 13:13:36 main:574] : INFO : Epoch 1826 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 5947.53 ms [2022-03-09 13:13:42 main:574] : INFO : Epoch 1827 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 6079.92 ms [2022-03-09 13:13:48 main:574] : INFO : Epoch 1828 | loss: 0.0312508 | val_loss: 0.031252 | Time: 5973.62 ms [2022-03-09 13:13:54 main:574] : INFO : Epoch 1829 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 6086.31 ms [2022-03-09 13:14:00 main:574] : INFO : Epoch 1830 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 6035.49 ms [2022-03-09 13:14:06 main:574] : INFO : Epoch 1831 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 5972.21 ms [2022-03-09 13:14:12 main:574] : INFO : Epoch 1832 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 6080.39 ms [2022-03-09 13:14:19 main:574] : INFO : Epoch 1833 | loss: 0.0312511 | val_loss: 0.0312535 | Time: 6118.91 ms [2022-03-09 13:14:24 main:574] : INFO : Epoch 1834 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 5940.42 ms [2022-03-09 13:14:30 main:574] : INFO : Epoch 1835 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5975.32 ms [2022-03-09 13:14:36 main:574] : INFO : Epoch 1836 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 5968.08 ms [2022-03-09 13:14:42 main:574] : INFO : Epoch 1837 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 5968.99 ms [2022-03-09 13:14:48 main:574] : INFO : Epoch 1838 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 6036.34 ms [2022-03-09 13:14:55 main:574] : INFO : Epoch 1839 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 6042.52 ms [2022-03-09 13:15:00 main:574] : INFO : Epoch 1840 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 5985.74 ms [2022-03-09 13:15:07 main:574] : INFO : Epoch 1841 | loss: 0.0312515 | val_loss: 0.0312517 | Time: 6079.21 ms [2022-03-09 13:15:13 main:574] : INFO : Epoch 1842 | loss: 0.031251 | val_loss: 0.0312504 | Time: 5997.8 ms [2022-03-09 13:15:19 main:574] : INFO : Epoch 1843 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 6009.55 ms [2022-03-09 13:15:25 main:574] : INFO : Epoch 1844 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 6072.75 ms [2022-03-09 13:15:31 main:574] : INFO : Epoch 1845 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 6073.24 ms [2022-03-09 13:15:37 main:574] : INFO : Epoch 1846 | loss: 0.0312511 | val_loss: 0.0312536 | Time: 6157.94 ms [2022-03-09 13:15:43 main:574] : INFO : Epoch 1847 | loss: 0.0312518 | val_loss: 0.0312506 | Time: 6016.45 ms [2022-03-09 13:15:49 main:574] : INFO : Epoch 1848 | loss: 0.0312521 | val_loss: 0.0312509 | Time: 6018.05 ms [2022-03-09 13:15:55 main:574] : INFO : Epoch 1849 | loss: 0.0312519 | val_loss: 0.0312522 | Time: 6044.28 ms [2022-03-09 13:16:01 main:574] : INFO : Epoch 1850 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 6145.73 ms [2022-03-09 13:16:07 main:574] : INFO : Epoch 1851 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 6145.53 ms [2022-03-09 13:16:13 main:574] : INFO : Epoch 1852 | loss: 0.0312519 | val_loss: 0.0312505 | Time: 5977.61 ms [2022-03-09 13:16:19 main:574] : INFO : Epoch 1853 | loss: 0.0312511 | val_loss: 0.031252 | Time: 6032.12 ms [2022-03-09 13:16:25 main:574] : INFO : Epoch 1854 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 6138.47 ms [2022-03-09 13:16:32 main:574] : INFO : Epoch 1855 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 6073.36 ms [2022-03-09 13:16:38 main:574] : INFO : Epoch 1856 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 6101.32 ms [2022-03-09 13:16:44 main:574] : INFO : Epoch 1857 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 5998.65 ms [2022-03-09 13:16:50 main:574] : INFO : Epoch 1858 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 6010.41 ms [2022-03-09 13:16:56 main:574] : INFO : Epoch 1859 | loss: 0.0312517 | val_loss: 0.0312507 | Time: 6002.77 ms [2022-03-09 13:17:02 main:574] : INFO : Epoch 1860 | loss: 0.0312518 | val_loss: 0.0312504 | Time: 5987.33 ms [2022-03-09 13:17:08 main:574] : INFO : Epoch 1861 | loss: 0.031251 | val_loss: 0.0312504 | Time: 5939.55 ms [2022-03-09 13:17:14 main:574] : INFO : Epoch 1862 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 6128.68 ms [2022-03-09 13:17:20 main:574] : INFO : Epoch 1863 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 6027.02 ms [2022-03-09 13:17:26 main:574] : INFO : Epoch 1864 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 6103.81 ms [2022-03-09 13:17:32 main:574] : INFO : Epoch 1865 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 6064.87 ms [2022-03-09 13:17:38 main:574] : INFO : Epoch 1866 | loss: 0.0312505 | val_loss: 0.031251 | Time: 6062.62 ms [2022-03-09 13:17:44 main:574] : INFO : Epoch 1867 | loss: 0.0312512 | val_loss: 0.0312523 | Time: 6107.1 ms [2022-03-09 13:17:50 main:574] : INFO : Epoch 1868 | loss: 0.0312519 | val_loss: 0.0312504 | Time: 6069.51 ms [2022-03-09 13:17:56 main:574] : INFO : Epoch 1869 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 6092.04 ms [2022-03-09 13:18:03 main:574] : INFO : Epoch 1870 | loss: 0.03125 | val_loss: 0.0312516 | Time: 6150.51 ms [2022-03-09 13:18:09 main:574] : INFO : Epoch 1871 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 6044.78 ms [2022-03-09 13:18:15 main:574] : INFO : Epoch 1872 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 6088.6 ms [2022-03-09 13:18:21 main:574] : INFO : Epoch 1873 | loss: 0.03125 | val_loss: 0.0312504 | Time: 6017.12 ms [2022-03-09 13:18:27 main:574] : INFO : Epoch 1874 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 6021.48 ms [2022-03-09 13:18:33 main:574] : INFO : Epoch 1875 | loss: 0.0312512 | val_loss: 0.0312529 | Time: 6128.4 ms [2022-03-09 13:18:39 main:574] : INFO : Epoch 1876 | loss: 0.031251 | val_loss: 0.0312506 | Time: 6076.79 ms [2022-03-09 13:18:45 main:574] : INFO : Epoch 1877 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 6103.23 ms [2022-03-09 13:18:51 main:574] : INFO : Epoch 1878 | loss: 0.0312527 | val_loss: 0.0312504 | Time: 6099.13 ms [2022-03-09 13:18:57 main:574] : INFO : Epoch 1879 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 6209.55 ms [2022-03-09 13:19:03 main:574] : INFO : Epoch 1880 | loss: 0.0312499 | val_loss: 0.0312525 | Time: 6075.79 ms [2022-03-09 13:19:09 main:574] : INFO : Epoch 1881 | loss: 0.0312513 | val_loss: 0.0312517 | Time: 6022.65 ms [2022-03-09 13:19:16 main:574] : INFO : Epoch 1882 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 6109.06 ms [2022-03-09 13:19:22 main:574] : INFO : Epoch 1883 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 6086.7 ms [2022-03-09 13:19:28 main:574] : INFO : Epoch 1884 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 6019.13 ms [2022-03-09 13:19:34 main:574] : INFO : Epoch 1885 | loss: 0.0312516 | val_loss: 0.0312505 | Time: 6101.73 ms [2022-03-09 13:19:40 main:574] : INFO : Epoch 1886 | loss: 0.0312519 | val_loss: 0.0312536 | Time: 5953.35 ms [2022-03-09 13:19:46 main:574] : INFO : Epoch 1887 | loss: 0.031253 | val_loss: 0.0312517 | Time: 6040.34 ms [2022-03-09 13:19:52 main:574] : INFO : Epoch 1888 | loss: 0.0312527 | val_loss: 0.0312505 | Time: 6253.61 ms [2022-03-09 13:19:58 main:574] : INFO : Epoch 1889 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 6021.74 ms [2022-03-09 13:20:04 main:574] : INFO : Epoch 1890 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 5985.79 ms [2022-03-09 13:20:10 main:574] : INFO : Epoch 1891 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 6051.8 ms [2022-03-09 13:20:16 main:574] : INFO : Epoch 1892 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5998.97 ms [2022-03-09 13:20:22 main:574] : INFO : Epoch 1893 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 6105.49 ms [2022-03-09 13:20:28 main:574] : INFO : Epoch 1894 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 5990.26 ms [2022-03-09 13:20:34 main:574] : INFO : Epoch 1895 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 6005.59 ms [2022-03-09 13:20:40 main:574] : INFO : Epoch 1896 | loss: 0.0312504 | val_loss: 0.0312533 | Time: 6089.46 ms [2022-03-09 13:20:46 main:574] : INFO : Epoch 1897 | loss: 0.031251 | val_loss: 0.0312506 | Time: 5981.62 ms [2022-03-09 13:20:52 main:574] : INFO : Epoch 1898 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 5971.28 ms [2022-03-09 13:20:58 main:574] : INFO : Epoch 1899 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 6007.06 ms [2022-03-09 13:21:04 main:574] : INFO : Epoch 1900 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 6010.01 ms [2022-03-09 13:21:11 main:574] : INFO : Epoch 1901 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 6073.41 ms [2022-03-09 13:21:17 main:574] : INFO : Epoch 1902 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 6033.98 ms [2022-03-09 13:21:23 main:574] : INFO : Epoch 1903 | loss: 0.0312505 | val_loss: 0.0312537 | Time: 6092.63 ms [2022-03-09 13:21:29 main:574] : INFO : Epoch 1904 | loss: 0.0312521 | val_loss: 0.0312519 | Time: 6120.31 ms [2022-03-09 13:21:35 main:574] : INFO : Epoch 1905 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 6110.63 ms [2022-03-09 13:21:41 main:574] : INFO : Epoch 1906 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5985.84 ms [2022-03-09 13:21:47 main:574] : INFO : Epoch 1907 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 6071.55 ms [2022-03-09 13:21:53 main:574] : INFO : Epoch 1908 | loss: 0.0312503 | val_loss: 0.0312538 | Time: 5919.49 ms [2022-03-09 13:21:59 main:574] : INFO : Epoch 1909 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 6144.73 ms [2022-03-09 13:22:05 main:574] : INFO : Epoch 1910 | loss: 0.0312502 | val_loss: 0.031251 | Time: 6065.24 ms [2022-03-09 13:22:11 main:574] : INFO : Epoch 1911 | loss: 0.0312506 | val_loss: 0.0312528 | Time: 5990.11 ms [2022-03-09 13:22:17 main:574] : INFO : Epoch 1912 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 6041.32 ms [2022-03-09 13:22:23 main:574] : INFO : Epoch 1913 | loss: 0.0312505 | val_loss: 0.0312527 | Time: 6057.81 ms [2022-03-09 13:22:29 main:574] : INFO : Epoch 1914 | loss: 0.0312504 | val_loss: 0.0312521 | Time: 5995.18 ms [2022-03-09 13:22:35 main:574] : INFO : Epoch 1915 | loss: 0.0312508 | val_loss: 0.0312519 | Time: 5998.74 ms [2022-03-09 13:22:41 main:574] : INFO : Epoch 1916 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 6116.33 ms [2022-03-09 13:22:47 main:574] : INFO : Epoch 1917 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 6041.01 ms [2022-03-09 13:22:53 main:574] : INFO : Epoch 1918 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 5963.06 ms [2022-03-09 13:22:59 main:574] : INFO : Epoch 1919 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 6050.58 ms [2022-03-09 13:23:05 main:574] : INFO : Epoch 1920 | loss: 0.0312501 | val_loss: 0.0312521 | Time: 5944.94 ms [2022-03-09 13:23:12 main:574] : INFO : Epoch 1921 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 6177.93 ms [2022-03-09 13:23:18 main:574] : INFO : Epoch 1922 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 6054.41 ms [2022-03-09 13:23:24 main:574] : INFO : Epoch 1923 | loss: 0.0312502 | val_loss: 0.031251 | Time: 6076.89 ms [2022-03-09 13:23:30 main:574] : INFO : Epoch 1924 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 5989.85 ms [2022-03-09 13:23:36 main:574] : INFO : Epoch 1925 | loss: 0.0312502 | val_loss: 0.031251 | Time: 5995.06 ms [2022-03-09 13:23:42 main:574] : INFO : Epoch 1926 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 6064.73 ms [2022-03-09 13:23:48 main:574] : INFO : Epoch 1927 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 5970.54 ms [2022-03-09 13:23:54 main:574] : INFO : Epoch 1928 | loss: 0.0312522 | val_loss: 0.0312633 | Time: 6065.61 ms [2022-03-09 13:24:00 main:574] : INFO : Epoch 1929 | loss: 0.0312562 | val_loss: 0.0312613 | Time: 5966.7 ms [2022-03-09 13:24:06 main:574] : INFO : Epoch 1930 | loss: 0.0312542 | val_loss: 0.0312519 | Time: 5991.66 ms [2022-03-09 13:24:12 main:574] : INFO : Epoch 1931 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 6055.95 ms [2022-03-09 13:24:18 main:574] : INFO : Epoch 1932 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 6192.48 ms [2022-03-09 13:24:24 main:574] : INFO : Epoch 1933 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 6005.77 ms [2022-03-09 13:24:30 main:574] : INFO : Epoch 1934 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 5989.84 ms [2022-03-09 13:24:36 main:574] : INFO : Epoch 1935 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 6005.79 ms [2022-03-09 13:24:42 main:574] : INFO : Epoch 1936 | loss: 0.0312511 | val_loss: 0.0312529 | Time: 6038.11 ms [2022-03-09 13:24:48 main:574] : INFO : Epoch 1937 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 6102.87 ms [2022-03-09 13:24:54 main:574] : INFO : Epoch 1938 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 6137.84 ms [2022-03-09 13:25:00 main:574] : INFO : Epoch 1939 | loss: 0.0312518 | val_loss: 0.0312511 | Time: 6083.93 ms [2022-03-09 13:25:06 main:574] : INFO : Epoch 1940 | loss: 0.0312502 | val_loss: 0.031251 | Time: 5942.88 ms [2022-03-09 13:25:12 main:574] : INFO : Epoch 1941 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 6065.7 ms [2022-03-09 13:25:18 main:574] : INFO : Epoch 1942 | loss: 0.031251 | val_loss: 0.0312507 | Time: 5994.66 ms [2022-03-09 13:25:25 main:574] : INFO : Epoch 1943 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 6046.92 ms [2022-03-09 13:25:31 main:574] : INFO : Epoch 1944 | loss: 0.0312534 | val_loss: 0.0312519 | Time: 6098.38 ms [2022-03-09 13:25:37 main:574] : INFO : Epoch 1945 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 6109.17 ms [2022-03-09 13:25:43 main:574] : INFO : Epoch 1946 | loss: 0.0312509 | val_loss: 0.0312532 | Time: 6014.7 ms [2022-03-09 13:25:49 main:574] : INFO : Epoch 1947 | loss: 0.0312515 | val_loss: 0.031252 | Time: 6062 ms [2022-03-09 13:25:55 main:574] : INFO : Epoch 1948 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 6018.65 ms [2022-03-09 13:26:01 main:574] : INFO : Epoch 1949 | loss: 0.031251 | val_loss: 0.031251 | Time: 6031.18 ms [2022-03-09 13:26:07 main:574] : INFO : Epoch 1950 | loss: 0.0312501 | val_loss: 0.0312517 | Time: 6206.75 ms [2022-03-09 13:26:13 main:574] : INFO : Epoch 1951 | loss: 0.0312507 | val_loss: 0.0312529 | Time: 5963.55 ms [2022-03-09 13:26:19 main:574] : INFO : Epoch 1952 | loss: 0.0312531 | val_loss: 0.0312537 | Time: 5997.67 ms [2022-03-09 13:26:25 main:574] : INFO : Epoch 1953 | loss: 0.0312522 | val_loss: 0.0312518 | Time: 6097.78 ms [2022-03-09 13:26:31 main:574] : INFO : Epoch 1954 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 6024.33 ms [2022-03-09 13:26:37 main:574] : INFO : Epoch 1955 | loss: 0.0312509 | val_loss: 0.0312531 | Time: 6117.55 ms [2022-03-09 13:26:43 main:574] : INFO : Epoch 1956 | loss: 0.031251 | val_loss: 0.0312518 | Time: 6021.76 ms [2022-03-09 13:26:50 main:574] : INFO : Epoch 1957 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 6146.35 ms [2022-03-09 13:26:56 main:574] : INFO : Epoch 1958 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 6025.42 ms [2022-03-09 13:27:02 main:574] : INFO : Epoch 1959 | loss: 0.0312514 | val_loss: 0.0312521 | Time: 6061.11 ms [2022-03-09 13:27:08 main:574] : INFO : Epoch 1960 | loss: 0.0312514 | val_loss: 0.0312543 | Time: 6030.72 ms [2022-03-09 13:27:14 main:574] : INFO : Epoch 1961 | loss: 0.0312512 | val_loss: 0.0312532 | Time: 5985.4 ms [2022-03-09 13:27:20 main:574] : INFO : Epoch 1962 | loss: 0.0312513 | val_loss: 0.0312513 | Time: 5964.07 ms [2022-03-09 13:27:26 main:574] : INFO : Epoch 1963 | loss: 0.0312501 | val_loss: 0.031251 | Time: 6126.31 ms [2022-03-09 13:27:32 main:574] : INFO : Epoch 1964 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 6134.87 ms [2022-03-09 13:27:38 main:574] : INFO : Epoch 1965 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 6155.5 ms [2022-03-09 13:27:44 main:574] : INFO : Epoch 1966 | loss: 0.0312518 | val_loss: 0.0312503 | Time: 5996.53 ms [2022-03-09 13:27:50 main:574] : INFO : Epoch 1967 | loss: 0.0312519 | val_loss: 0.0312527 | Time: 5958.54 ms [2022-03-09 13:27:56 main:574] : INFO : Epoch 1968 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 5990.98 ms [2022-03-09 13:28:02 main:574] : INFO : Epoch 1969 | loss: 0.031252 | val_loss: 0.0312503 | Time: 6112.99 ms [2022-03-09 13:28:08 main:574] : INFO : Epoch 1970 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 6015.17 ms [2022-03-09 13:28:14 main:574] : INFO : Epoch 1971 | loss: 0.0312502 | val_loss: 0.0312522 | Time: 6034.76 ms [2022-03-09 13:28:20 main:574] : INFO : Epoch 1972 | loss: 0.0312515 | val_loss: 0.031251 | Time: 6067.33 ms [2022-03-09 13:28:26 main:574] : INFO : Epoch 1973 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 5979.26 ms [2022-03-09 13:28:32 main:574] : INFO : Epoch 1974 | loss: 0.0312523 | val_loss: 0.0312538 | Time: 6041.04 ms [2022-03-09 13:28:38 main:574] : INFO : Epoch 1975 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 6054.92 ms [2022-03-09 13:28:44 main:574] : INFO : Epoch 1976 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 6017.18 ms [2022-03-09 13:28:51 main:574] : INFO : Epoch 1977 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 6285.57 ms [2022-03-09 13:28:57 main:574] : INFO : Epoch 1978 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 6077.58 ms [2022-03-09 13:29:03 main:574] : INFO : Epoch 1979 | loss: 0.0312513 | val_loss: 0.0312508 | Time: 5987.41 ms [2022-03-09 13:29:09 main:574] : INFO : Epoch 1980 | loss: 0.03125 | val_loss: 0.0312514 | Time: 6160.51 ms [2022-03-09 13:29:15 main:574] : INFO : Epoch 1981 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 5980.05 ms [2022-03-09 13:29:21 main:574] : INFO : Epoch 1982 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 6150.49 ms [2022-03-09 13:29:27 main:574] : INFO : Epoch 1983 | loss: 0.0312511 | val_loss: 0.0312524 | Time: 6149.8 ms [2022-03-09 13:29:33 main:574] : INFO : Epoch 1984 | loss: 0.0312522 | val_loss: 0.0312537 | Time: 6147.31 ms [2022-03-09 13:29:39 main:574] : INFO : Epoch 1985 | loss: 0.031251 | val_loss: 0.0312519 | Time: 6034.77 ms [2022-03-09 13:29:46 main:574] : INFO : Epoch 1986 | loss: 0.0312527 | val_loss: 0.0312555 | Time: 6071.05 ms [2022-03-09 13:29:52 main:574] : INFO : Epoch 1987 | loss: 0.031253 | val_loss: 0.0312507 | Time: 6141.05 ms [2022-03-09 13:29:58 main:574] : INFO : Epoch 1988 | loss: 0.0312523 | val_loss: 0.0312518 | Time: 6159.25 ms [2022-03-09 13:30:04 main:574] : INFO : Epoch 1989 | loss: 0.0312517 | val_loss: 0.0312517 | Time: 6092.93 ms [2022-03-09 13:30:10 main:574] : INFO : Epoch 1990 | loss: 0.0312513 | val_loss: 0.0312537 | Time: 6131.73 ms [2022-03-09 13:30:16 main:574] : INFO : Epoch 1991 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 6087.37 ms [2022-03-09 13:30:22 main:574] : INFO : Epoch 1992 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 6039.16 ms [2022-03-09 13:30:28 main:574] : INFO : Epoch 1993 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 6107.52 ms [2022-03-09 13:30:34 main:574] : INFO : Epoch 1994 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 6057.11 ms [2022-03-09 13:30:40 main:574] : INFO : Epoch 1995 | loss: 0.0312519 | val_loss: 0.0312504 | Time: 6008.4 ms [2022-03-09 13:30:46 main:574] : INFO : Epoch 1996 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 5986.1 ms [2022-03-09 13:30:53 main:574] : INFO : Epoch 1997 | loss: 0.0312519 | val_loss: 0.0312503 | Time: 6150.89 ms [2022-03-09 13:30:59 main:574] : INFO : Epoch 1998 | loss: 0.0312515 | val_loss: 0.0312553 | Time: 6130.86 ms [2022-03-09 13:31:05 main:574] : INFO : Epoch 1999 | loss: 0.0312524 | val_loss: 0.0312513 | Time: 6142 ms [2022-03-09 13:31:11 main:574] : INFO : Epoch 2000 | loss: 0.0312522 | val_loss: 0.0312514 | Time: 6053.13 ms [2022-03-09 13:31:17 main:574] : INFO : Epoch 2001 | loss: 0.0312518 | val_loss: 0.0312525 | Time: 6096.14 ms [2022-03-09 13:31:23 main:574] : INFO : Epoch 2002 | loss: 0.031251 | val_loss: 0.0312506 | Time: 6055.26 ms [2022-03-09 13:31:29 main:574] : INFO : Epoch 2003 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 6007.22 ms [2022-03-09 13:31:35 main:574] : INFO : Epoch 2004 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 6105.07 ms [2022-03-09 13:31:41 main:574] : INFO : Epoch 2005 | loss: 0.0312505 | val_loss: 0.031253 | Time: 6161.5 ms [2022-03-09 13:31:47 main:574] : INFO : Epoch 2006 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 5946.81 ms [2022-03-09 13:31:53 main:574] : INFO : Epoch 2007 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 6037.87 ms [2022-03-09 13:31:59 main:574] : INFO : Epoch 2008 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 6034.14 ms [2022-03-09 13:32:06 main:574] : INFO : Epoch 2009 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 6088.97 ms [2022-03-09 13:32:12 main:574] : INFO : Epoch 2010 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 6048.79 ms [2022-03-09 13:32:18 main:574] : INFO : Epoch 2011 | loss: 0.0312505 | val_loss: 0.0312517 | Time: 6126.57 ms [2022-03-09 13:32:24 main:574] : INFO : Epoch 2012 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 6077.18 ms [2022-03-09 13:32:30 main:574] : INFO : Epoch 2013 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 6207.56 ms [2022-03-09 13:32:36 main:574] : INFO : Epoch 2014 | loss: 0.0312503 | val_loss: 0.0312535 | Time: 6256.16 ms [2022-03-09 13:32:42 main:574] : INFO : Epoch 2015 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 6099.72 ms [2022-03-09 13:32:49 main:574] : INFO : Epoch 2016 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 6164.6 ms [2022-03-09 13:32:55 main:574] : INFO : Epoch 2017 | loss: 0.0312517 | val_loss: 0.0312502 | Time: 6089.3 ms [2022-03-09 13:33:01 main:574] : INFO : Epoch 2018 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 6161.76 ms [2022-03-09 13:33:07 main:574] : INFO : Epoch 2019 | loss: 0.031252 | val_loss: 0.0312503 | Time: 6129.52 ms [2022-03-09 13:33:13 main:574] : INFO : Epoch 2020 | loss: 0.0312518 | val_loss: 0.0312527 | Time: 6137.49 ms [2022-03-09 13:33:19 main:574] : INFO : Epoch 2021 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 6033.23 ms [2022-03-09 13:33:25 main:574] : INFO : Epoch 2022 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 6150.73 ms [2022-03-09 13:33:31 main:574] : INFO : Epoch 2023 | loss: 0.0312513 | val_loss: 0.031251 | Time: 6134.17 ms [2022-03-09 13:33:38 main:574] : INFO : Epoch 2024 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 6173.46 ms [2022-03-09 13:33:44 main:574] : INFO : Epoch 2025 | loss: 0.031251 | val_loss: 0.0312516 | Time: 6186.48 ms [2022-03-09 13:33:50 main:574] : INFO : Epoch 2026 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 6123.73 ms [2022-03-09 13:33:56 main:574] : INFO : Epoch 2027 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 6117.41 ms [2022-03-09 13:34:02 main:574] : INFO : Epoch 2028 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 6111.44 ms [2022-03-09 13:34:08 main:574] : INFO : Epoch 2029 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 6172.66 ms [2022-03-09 13:34:14 main:574] : INFO : Epoch 2030 | loss: 0.0312508 | val_loss: 0.031251 | Time: 6025.65 ms [2022-03-09 13:34:21 main:574] : INFO : Epoch 2031 | loss: 0.0312516 | val_loss: 0.031251 | Time: 6150.39 ms [2022-03-09 13:34:27 main:574] : INFO : Epoch 2032 | loss: 0.0312511 | val_loss: 0.0312522 | Time: 6257.18 ms [2022-03-09 13:34:33 main:574] : INFO : Epoch 2033 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 6046.15 ms [2022-03-09 13:34:39 main:574] : INFO : Epoch 2034 | loss: 0.031251 | val_loss: 0.0312522 | Time: 6074.82 ms [2022-03-09 13:34:45 main:574] : INFO : Epoch 2035 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 6097.96 ms [2022-03-09 13:34:51 main:574] : INFO : Epoch 2036 | loss: 0.0312502 | val_loss: 0.0312528 | Time: 6172.98 ms [2022-03-09 13:34:57 main:574] : INFO : Epoch 2037 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 6100.6 ms [2022-03-09 13:35:03 main:574] : INFO : Epoch 2038 | loss: 0.0312519 | val_loss: 0.0312511 | Time: 6059.46 ms [2022-03-09 13:35:10 main:574] : INFO : Epoch 2039 | loss: 0.031251 | val_loss: 0.0312534 | Time: 6110.45 ms [2022-03-09 13:35:16 main:574] : INFO : Epoch 2040 | loss: 0.0312534 | val_loss: 0.0312578 | Time: 6197.5 ms [2022-03-09 13:35:22 main:574] : INFO : Epoch 2041 | loss: 0.0312514 | val_loss: 0.0312519 | Time: 6143.24 ms [2022-03-09 13:35:28 main:574] : INFO : Epoch 2042 | loss: 0.0312504 | val_loss: 0.0312538 | Time: 6412.58 ms [2022-03-09 13:35:34 main:574] : INFO : Epoch 2043 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 6137.99 ms [2022-03-09 13:35:41 main:574] : INFO : Epoch 2044 | loss: 0.0312506 | val_loss: 0.031251 | Time: 6203.55 ms [2022-03-09 13:35:47 main:574] : INFO : Epoch 2045 | loss: 0.031251 | val_loss: 0.031252 | Time: 6079.16 ms [2022-03-09 13:35:53 main:574] : INFO : Epoch 2046 | loss: 0.0312509 | val_loss: 0.0312527 | Time: 6133.85 ms [2022-03-09 13:35:59 main:574] : INFO : Epoch 2047 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 6128.98 ms [2022-03-09 13:36:05 main:574] : INFO : Epoch 2048 | loss: 0.0312523 | val_loss: 0.0312535 | Time: 6054.29 ms [2022-03-09 13:36:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312535 [2022-03-09 13:36:05 main:603] : INFO : Saving end state to config to file [2022-03-09 13:36:05 main:608] : INFO : Success, exiting.. 13:36:05 (18852): 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)