Task 10022705
| Name | ParityModified-1639960297-18454-0_0 |
| Workunit | 7401366 |
| Created | 20 Dec 2021, 0:31:38 UTC |
| Sent | 3 Jan 2022, 14:57:05 UTC |
| Report deadline | 11 Jan 2022, 14:57:05 UTC |
| Received | 18 Jan 2022, 9:59:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5902 |
| Run time | 1 hours 43 min 32 sec |
| CPU time | 1 hours 42 min 25 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 646.02 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311724 | val_loss: 0.0311763 | Time: 3009.83 ms [2022-01-18 10:34:02 main:574] : INFO : Epoch 1543 | loss: 0.0311721 | val_loss: 0.031175 | Time: 3008.56 ms [2022-01-18 10:34:05 main:574] : INFO : Epoch 1544 | loss: 0.0311702 | val_loss: 0.0311748 | Time: 3005.78 ms [2022-01-18 10:34:08 main:574] : INFO : Epoch 1545 | loss: 0.0311701 | val_loss: 0.0311727 | Time: 3000.62 ms [2022-01-18 10:34:11 main:574] : INFO : Epoch 1546 | loss: 0.0311689 | val_loss: 0.031177 | Time: 3064.18 ms [2022-01-18 10:34:14 main:574] : INFO : Epoch 1547 | loss: 0.0311683 | val_loss: 0.0311728 | Time: 2999.68 ms [2022-01-18 10:34:17 main:574] : INFO : Epoch 1548 | loss: 0.0311683 | val_loss: 0.0311755 | Time: 3005.1 ms [2022-01-18 10:34:20 main:574] : INFO : Epoch 1549 | loss: 0.0311682 | val_loss: 0.0311722 | Time: 2998.44 ms [2022-01-18 10:34:23 main:574] : INFO : Epoch 1550 | loss: 0.0311656 | val_loss: 0.031172 | Time: 2998.33 ms [2022-01-18 10:34:26 main:574] : INFO : Epoch 1551 | loss: 0.0311671 | val_loss: 0.0311771 | Time: 2989.46 ms [2022-01-18 10:34:29 main:574] : INFO : Epoch 1552 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 2995.19 ms [2022-01-18 10:34:32 main:574] : INFO : Epoch 1553 | loss: 0.0311672 | val_loss: 0.0311694 | Time: 3009.12 ms [2022-01-18 10:34:35 main:574] : INFO : Epoch 1554 | loss: 0.0311678 | val_loss: 0.03117 | Time: 3015.84 ms [2022-01-18 10:34:38 main:574] : INFO : Epoch 1555 | loss: 0.0311648 | val_loss: 0.0311677 | Time: 2999.16 ms [2022-01-18 10:34:41 main:574] : INFO : Epoch 1556 | loss: 0.0311636 | val_loss: 0.031168 | Time: 3013.78 ms [2022-01-18 10:34:44 main:574] : INFO : Epoch 1557 | loss: 0.0311626 | val_loss: 0.0311684 | Time: 3007.36 ms [2022-01-18 10:34:47 main:574] : INFO : Epoch 1558 | loss: 0.0311624 | val_loss: 0.0311685 | Time: 3012.26 ms [2022-01-18 10:34:50 main:574] : INFO : Epoch 1559 | loss: 0.031161 | val_loss: 0.0311698 | Time: 3007.04 ms [2022-01-18 10:34:53 main:574] : INFO : Epoch 1560 | loss: 0.031162 | val_loss: 0.0311687 | Time: 3002.54 ms [2022-01-18 10:34:56 main:574] : INFO : Epoch 1561 | loss: 0.0311604 | val_loss: 0.031168 | Time: 3006.2 ms [2022-01-18 10:34:59 main:574] : INFO : Epoch 1562 | loss: 0.0311608 | val_loss: 0.0311718 | Time: 3013.92 ms [2022-01-18 10:35:02 main:574] : INFO : Epoch 1563 | loss: 0.0311646 | val_loss: 0.0311771 | Time: 3001.15 ms [2022-01-18 10:35:05 main:574] : INFO : Epoch 1564 | loss: 0.0311617 | val_loss: 0.0311704 | Time: 3005.98 ms [2022-01-18 10:35:08 main:574] : INFO : Epoch 1565 | loss: 0.0311592 | val_loss: 0.0311682 | Time: 3004.93 ms [2022-01-18 10:35:11 main:574] : INFO : Epoch 1566 | loss: 0.0311582 | val_loss: 0.0311683 | Time: 2998.97 ms [2022-01-18 10:35:14 main:574] : INFO : Epoch 1567 | loss: 0.031157 | val_loss: 0.0311675 | Time: 3008.23 ms [2022-01-18 10:35:17 main:574] : INFO : Epoch 1568 | loss: 0.0311572 | val_loss: 0.0311678 | Time: 3003.5 ms [2022-01-18 10:35:20 main:574] : INFO : Epoch 1569 | loss: 0.0311594 | val_loss: 0.0311679 | Time: 3002.14 ms [2022-01-18 10:35:23 main:574] : INFO : Epoch 1570 | loss: 0.0311592 | val_loss: 0.031169 | Time: 3010.78 ms [2022-01-18 10:35:26 main:574] : INFO : Epoch 1571 | loss: 0.0311584 | val_loss: 0.0311679 | Time: 2998.42 ms [2022-01-18 10:35:29 main:574] : INFO : Epoch 1572 | loss: 0.031158 | val_loss: 0.0311789 | Time: 3003.5 ms [2022-01-18 10:35:32 main:574] : INFO : Epoch 1573 | loss: 0.0311596 | val_loss: 0.0311757 | Time: 3002.68 ms [2022-01-18 10:35:35 main:574] : INFO : Epoch 1574 | loss: 0.0311578 | val_loss: 0.0311672 | Time: 3011 ms [2022-01-18 10:35:38 main:574] : INFO : Epoch 1575 | loss: 0.0311553 | val_loss: 0.0311697 | Time: 3038.32 ms [2022-01-18 10:35:41 main:574] : INFO : Epoch 1576 | loss: 0.0311555 | val_loss: 0.0311677 | Time: 3083.21 ms [2022-01-18 10:35:45 main:574] : INFO : Epoch 1577 | loss: 0.0311566 | val_loss: 0.0311679 | Time: 3122.18 ms [2022-01-18 10:35:48 main:574] : INFO : Epoch 1578 | loss: 0.0311557 | val_loss: 0.0311699 | Time: 3023.55 ms [2022-01-18 10:35:51 main:574] : INFO : Epoch 1579 | loss: 0.0311555 | val_loss: 0.0311673 | Time: 3052.48 ms [2022-01-18 10:35:54 main:574] : INFO : Epoch 1580 | loss: 0.0311542 | val_loss: 0.0311674 | Time: 3049.45 ms [2022-01-18 10:35:57 main:574] : INFO : Epoch 1581 | loss: 0.0311548 | val_loss: 0.0311693 | Time: 3036.69 ms [2022-01-18 10:36:00 main:574] : INFO : Epoch 1582 | loss: 0.0311537 | val_loss: 0.0311681 | Time: 3100.81 ms [2022-01-18 10:36:03 main:574] : INFO : Epoch 1583 | loss: 0.0311554 | val_loss: 0.0311691 | Time: 3021.02 ms [2022-01-18 10:36:06 main:574] : INFO : Epoch 1584 | loss: 0.0311553 | val_loss: 0.0311706 | Time: 3055.52 ms [2022-01-18 10:36:09 main:574] : INFO : Epoch 1585 | loss: 0.0311555 | val_loss: 0.0311674 | Time: 3056.36 ms [2022-01-18 10:36:12 main:574] : INFO : Epoch 1586 | loss: 0.0311545 | val_loss: 0.0311702 | Time: 3010.06 ms [2022-01-18 10:36:15 main:574] : INFO : Epoch 1587 | loss: 0.0311541 | val_loss: 0.0311693 | Time: 3074 ms [2022-01-18 10:36:18 main:574] : INFO : Epoch 1588 | loss: 0.0311526 | val_loss: 0.0311685 | Time: 3031.8 ms [2022-01-18 10:36:21 main:574] : INFO : Epoch 1589 | loss: 0.0311532 | val_loss: 0.0311696 | Time: 3024.11 ms [2022-01-18 10:36:24 main:574] : INFO : Epoch 1590 | loss: 0.0311571 | val_loss: 0.0311676 | Time: 3027.93 ms [2022-01-18 10:36:27 main:574] : INFO : Epoch 1591 | loss: 0.0311527 | val_loss: 0.0311685 | Time: 3035.88 ms [2022-01-18 10:36:30 main:574] : INFO : Epoch 1592 | loss: 0.0311515 | val_loss: 0.0311715 | Time: 3006.27 ms [2022-01-18 10:36:33 main:574] : INFO : Epoch 1593 | loss: 0.0311554 | val_loss: 0.0311754 | Time: 3008.76 ms [2022-01-18 10:36:36 main:574] : INFO : Epoch 1594 | loss: 0.0311549 | val_loss: 0.0311746 | Time: 3006.71 ms [2022-01-18 10:36:39 main:574] : INFO : Epoch 1595 | loss: 0.0311548 | val_loss: 0.0311708 | Time: 2998.31 ms [2022-01-18 10:36:42 main:574] : INFO : Epoch 1596 | loss: 0.0311499 | val_loss: 0.0311686 | Time: 2996.48 ms [2022-01-18 10:36:45 main:574] : INFO : Epoch 1597 | loss: 0.0311515 | val_loss: 0.0311698 | Time: 3015.61 ms [2022-01-18 10:36:48 main:574] : INFO : Epoch 1598 | loss: 0.0311519 | val_loss: 0.0311826 | Time: 3090.32 ms [2022-01-18 10:36:51 main:574] : INFO : Epoch 1599 | loss: 0.0311542 | val_loss: 0.0311791 | Time: 2991.05 ms [2022-01-18 10:37:04 main:574] : INFO : Epoch 1600 | loss: 0.0311559 | val_loss: 0.03118 | Time: 13042.6 ms [2022-01-18 10:37:07 main:574] : INFO : Epoch 1601 | loss: 0.0311519 | val_loss: 0.0311689 | Time: 3011.43 ms [2022-01-18 10:37:10 main:574] : INFO : Epoch 1602 | loss: 0.0311504 | val_loss: 0.0311671 | Time: 3010.64 ms [2022-01-18 10:37:13 main:574] : INFO : Epoch 1603 | loss: 0.031149 | val_loss: 0.0311741 | Time: 3025.14 ms [2022-01-18 10:37:16 main:574] : INFO : Epoch 1604 | loss: 0.0311501 | val_loss: 0.0311738 | Time: 3019.51 ms [2022-01-18 10:37:19 main:574] : INFO : Epoch 1605 | loss: 0.0311484 | val_loss: 0.0311687 | Time: 3013.5 ms [2022-01-18 10:37:22 main:574] : INFO : Epoch 1606 | loss: 0.0311485 | val_loss: 0.0311674 | Time: 3006.94 ms [2022-01-18 10:37:25 main:574] : INFO : Epoch 1607 | loss: 0.0311506 | val_loss: 0.0311666 | Time: 3008.09 ms [2022-01-18 10:37:28 main:574] : INFO : Epoch 1608 | loss: 0.0311504 | val_loss: 0.0311669 | Time: 3010.01 ms [2022-01-18 10:37:32 main:574] : INFO : Epoch 1609 | loss: 0.0311503 | val_loss: 0.0311658 | Time: 3017.7 ms [2022-01-18 10:37:35 main:574] : INFO : Epoch 1610 | loss: 0.031155 | val_loss: 0.0311699 | Time: 3013.44 ms [2022-01-18 10:37:38 main:574] : INFO : Epoch 1611 | loss: 0.0311524 | val_loss: 0.0311683 | Time: 3015.75 ms [2022-01-18 10:37:41 main:574] : INFO : Epoch 1612 | loss: 0.0311484 | val_loss: 0.0311675 | Time: 3014.83 ms [2022-01-18 10:37:44 main:574] : INFO : Epoch 1613 | loss: 0.0311468 | val_loss: 0.0311687 | Time: 3017.52 ms [2022-01-18 10:37:47 main:574] : INFO : Epoch 1614 | loss: 0.0311483 | val_loss: 0.0311712 | Time: 3017.54 ms [2022-01-18 10:37:50 main:574] : INFO : Epoch 1615 | loss: 0.0311686 | val_loss: 0.0311689 | Time: 3005.47 ms [2022-01-18 10:37:53 main:574] : INFO : Epoch 1616 | loss: 0.0311689 | val_loss: 0.0311652 | Time: 3005.83 ms [2022-01-18 10:37:56 main:574] : INFO : Epoch 1617 | loss: 0.0311679 | val_loss: 0.0311659 | Time: 3008.74 ms [2022-01-18 10:37:59 main:574] : INFO : Epoch 1618 | loss: 0.0311621 | val_loss: 0.0311646 | Time: 3016.22 ms [2022-01-18 10:38:02 main:574] : INFO : Epoch 1619 | loss: 0.0311601 | val_loss: 0.0311658 | Time: 3020.98 ms [2022-01-18 10:38:05 main:574] : INFO : Epoch 1620 | loss: 0.0311597 | val_loss: 0.0311634 | Time: 3014.69 ms [2022-01-18 10:38:08 main:574] : INFO : Epoch 1621 | loss: 0.0311592 | val_loss: 0.0311654 | Time: 3018.38 ms [2022-01-18 10:38:11 main:574] : INFO : Epoch 1622 | loss: 0.0311606 | val_loss: 0.031165 | Time: 3016.6 ms [2022-01-18 10:38:14 main:574] : INFO : Epoch 1623 | loss: 0.0311564 | val_loss: 0.0311674 | Time: 3007.43 ms [2022-01-18 10:38:17 main:574] : INFO : Epoch 1624 | loss: 0.0311554 | val_loss: 0.0311699 | Time: 2993.5 ms [2022-01-18 10:38:20 main:574] : INFO : Epoch 1625 | loss: 0.0311551 | val_loss: 0.0311654 | Time: 3002.76 ms [2022-01-18 10:38:23 main:574] : INFO : Epoch 1626 | loss: 0.0311518 | val_loss: 0.0311676 | Time: 3021.42 ms [2022-01-18 10:38:26 main:574] : INFO : Epoch 1627 | loss: 0.0311532 | val_loss: 0.0311745 | Time: 3011.06 ms [2022-01-18 10:38:29 main:574] : INFO : Epoch 1628 | loss: 0.0311548 | val_loss: 0.0311658 | Time: 2995.38 ms [2022-01-18 10:38:32 main:574] : INFO : Epoch 1629 | loss: 0.0311509 | val_loss: 0.031165 | Time: 3029.1 ms [2022-01-18 10:38:35 main:574] : INFO : Epoch 1630 | loss: 0.0311515 | val_loss: 0.0311663 | Time: 3008.24 ms [2022-01-18 10:38:38 main:574] : INFO : Epoch 1631 | loss: 0.0311541 | val_loss: 0.0311718 | Time: 3042.4 ms [2022-01-18 10:38:41 main:574] : INFO : Epoch 1632 | loss: 0.0311523 | val_loss: 0.0311661 | Time: 3007.19 ms [2022-01-18 10:38:44 main:574] : INFO : Epoch 1633 | loss: 0.0311484 | val_loss: 0.0311631 | Time: 3000.73 ms [2022-01-18 10:38:47 main:574] : INFO : Epoch 1634 | loss: 0.0311512 | val_loss: 0.031168 | Time: 3008.5 ms [2022-01-18 10:38:50 main:574] : INFO : Epoch 1635 | loss: 0.03115 | val_loss: 0.031164 | Time: 3006.39 ms [2022-01-18 10:38:53 main:574] : INFO : Epoch 1636 | loss: 0.0311479 | val_loss: 0.0311637 | Time: 3005.18 ms [2022-01-18 10:38:56 main:574] : INFO : Epoch 1637 | loss: 0.031148 | val_loss: 0.0311666 | Time: 3022.18 ms [2022-01-18 10:38:59 main:574] : INFO : Epoch 1638 | loss: 0.0311572 | val_loss: 0.031168 | Time: 2997.27 ms [2022-01-18 10:39:02 main:574] : INFO : Epoch 1639 | loss: 0.0311569 | val_loss: 0.0311654 | Time: 3006.19 ms [2022-01-18 10:39:05 main:574] : INFO : Epoch 1640 | loss: 0.0311534 | val_loss: 0.0311653 | Time: 3028.19 ms [2022-01-18 10:39:08 main:574] : INFO : Epoch 1641 | loss: 0.0311546 | val_loss: 0.031165 | Time: 3008.87 ms [2022-01-18 10:39:11 main:574] : INFO : Epoch 1642 | loss: 0.0311517 | val_loss: 0.0311657 | Time: 3011.91 ms [2022-01-18 10:39:14 main:574] : INFO : Epoch 1643 | loss: 0.0311509 | val_loss: 0.031166 | Time: 2997.39 ms [2022-01-18 10:39:17 main:574] : INFO : Epoch 1644 | loss: 0.0311493 | val_loss: 0.0311701 | Time: 2991.4 ms [2022-01-18 10:39:20 main:574] : INFO : Epoch 1645 | loss: 0.0311519 | val_loss: 0.0311632 | Time: 2993.74 ms [2022-01-18 10:39:23 main:574] : INFO : Epoch 1646 | loss: 0.0311489 | val_loss: 0.0311677 | Time: 2996.65 ms [2022-01-18 10:39:26 main:574] : INFO : Epoch 1647 | loss: 0.0311498 | val_loss: 0.0311643 | Time: 3012.28 ms [2022-01-18 10:39:29 main:574] : INFO : Epoch 1648 | loss: 0.0311456 | val_loss: 0.0311631 | Time: 3017.13 ms [2022-01-18 10:39:32 main:574] : INFO : Epoch 1649 | loss: 0.0311454 | val_loss: 0.0311646 | Time: 3017.02 ms [2022-01-18 10:39:35 main:574] : INFO : Epoch 1650 | loss: 0.0311459 | val_loss: 0.0311653 | Time: 3012.87 ms [2022-01-18 10:39:38 main:574] : INFO : Epoch 1651 | loss: 0.0311458 | val_loss: 0.0311662 | Time: 3008.9 ms [2022-01-18 10:39:41 main:574] : INFO : Epoch 1652 | loss: 0.0311459 | val_loss: 0.0311647 | Time: 3055.49 ms [2022-01-18 10:39:44 main:574] : INFO : Epoch 1653 | loss: 0.0311468 | val_loss: 0.0311651 | Time: 3059.47 ms [2022-01-18 10:39:47 main:574] : INFO : Epoch 1654 | loss: 0.0311458 | val_loss: 0.0311641 | Time: 3140.96 ms [2022-01-18 10:39:50 main:574] : INFO : Epoch 1655 | loss: 0.0311459 | val_loss: 0.0311647 | Time: 3058.58 ms [2022-01-18 10:39:53 main:574] : INFO : Epoch 1656 | loss: 0.0311445 | val_loss: 0.0311685 | Time: 3045.23 ms [2022-01-18 10:39:56 main:574] : INFO : Epoch 1657 | loss: 0.0311456 | val_loss: 0.0311709 | Time: 2994.5 ms [2022-01-18 10:40:00 main:574] : INFO : Epoch 1658 | loss: 0.0311476 | val_loss: 0.0311712 | Time: 3020.65 ms [2022-01-18 10:40:03 main:574] : INFO : Epoch 1659 | loss: 0.0311445 | val_loss: 0.0311674 | Time: 3099.73 ms [2022-01-18 10:40:06 main:574] : INFO : Epoch 1660 | loss: 0.0311428 | val_loss: 0.0311653 | Time: 3147.83 ms [2022-01-18 10:40:09 main:574] : INFO : Epoch 1661 | loss: 0.0311455 | val_loss: 0.0311639 | Time: 3041.98 ms [2022-01-18 10:40:12 main:574] : INFO : Epoch 1662 | loss: 0.0311457 | val_loss: 0.0311646 | Time: 3040.81 ms [2022-01-18 10:40:15 main:574] : INFO : Epoch 1663 | loss: 0.0311432 | val_loss: 0.0311666 | Time: 3054.75 ms [2022-01-18 10:40:28 main:574] : INFO : Epoch 1664 | loss: 0.0311445 | val_loss: 0.0311712 | Time: 13115.3 ms [2022-01-18 10:40:31 main:574] : INFO : Epoch 1665 | loss: 0.031146 | val_loss: 0.0311682 | Time: 3019.67 ms [2022-01-18 10:40:34 main:574] : INFO : Epoch 1666 | loss: 0.0311468 | val_loss: 0.0311646 | Time: 3008 ms [2022-01-18 10:40:37 main:574] : INFO : Epoch 1667 | loss: 0.0311467 | val_loss: 0.0311646 | Time: 3008.48 ms [2022-01-18 10:40:40 main:574] : INFO : Epoch 1668 | loss: 0.0311461 | val_loss: 0.031165 | Time: 3025.3 ms [2022-01-18 10:40:43 main:574] : INFO : Epoch 1669 | loss: 0.0311447 | val_loss: 0.0311673 | Time: 3015.18 ms [2022-01-18 10:40:46 main:574] : INFO : Epoch 1670 | loss: 0.0311409 | val_loss: 0.0311671 | Time: 3015.61 ms [2022-01-18 10:40:49 main:574] : INFO : Epoch 1671 | loss: 0.031142 | val_loss: 0.0311665 | Time: 3017.35 ms [2022-01-18 10:40:52 main:574] : INFO : Epoch 1672 | loss: 0.0311403 | val_loss: 0.0311676 | Time: 3011.61 ms [2022-01-18 10:40:55 main:574] : INFO : Epoch 1673 | loss: 0.0311406 | val_loss: 0.0311674 | Time: 3022.13 ms [2022-01-18 10:40:58 main:574] : INFO : Epoch 1674 | loss: 0.0311431 | val_loss: 0.0311662 | Time: 3019.24 ms [2022-01-18 10:41:01 main:574] : INFO : Epoch 1675 | loss: 0.0311407 | val_loss: 0.0311658 | Time: 3012.49 ms [2022-01-18 10:41:04 main:574] : INFO : Epoch 1676 | loss: 0.0311398 | val_loss: 0.031167 | Time: 3018.39 ms [2022-01-18 10:41:07 main:574] : INFO : Epoch 1677 | loss: 0.0311387 | val_loss: 0.0311669 | Time: 3017.14 ms [2022-01-18 10:41:10 main:574] : INFO : Epoch 1678 | loss: 0.0311425 | val_loss: 0.0311735 | Time: 3017.18 ms [2022-01-18 10:41:13 main:574] : INFO : Epoch 1679 | loss: 0.031142 | val_loss: 0.0311678 | Time: 3017.07 ms [2022-01-18 10:41:16 main:574] : INFO : Epoch 1680 | loss: 0.0311419 | val_loss: 0.0311709 | Time: 3013.96 ms [2022-01-18 10:41:19 main:574] : INFO : Epoch 1681 | loss: 0.0311468 | val_loss: 0.0311712 | Time: 3008.12 ms [2022-01-18 10:41:22 main:574] : INFO : Epoch 1682 | loss: 0.0311423 | val_loss: 0.031171 | Time: 3024.07 ms [2022-01-18 10:41:25 main:574] : INFO : Epoch 1683 | loss: 0.0311382 | val_loss: 0.0311741 | Time: 3015.58 ms [2022-01-18 10:41:28 main:574] : INFO : Epoch 1684 | loss: 0.0311385 | val_loss: 0.0311677 | Time: 3013.93 ms [2022-01-18 10:41:31 main:574] : INFO : Epoch 1685 | loss: 0.0311402 | val_loss: 0.0311698 | Time: 3032.9 ms [2022-01-18 10:41:34 main:574] : INFO : Epoch 1686 | loss: 0.0311424 | val_loss: 0.0311656 | Time: 3010.78 ms [2022-01-18 10:41:37 main:574] : INFO : Epoch 1687 | loss: 0.0311403 | val_loss: 0.0311706 | Time: 3011.78 ms [2022-01-18 10:41:41 main:574] : INFO : Epoch 1688 | loss: 0.0311407 | val_loss: 0.0311677 | Time: 3023.27 ms [2022-01-18 10:41:44 main:574] : INFO : Epoch 1689 | loss: 0.0311397 | val_loss: 0.0311707 | Time: 3030.7 ms [2022-01-18 10:41:47 main:574] : INFO : Epoch 1690 | loss: 0.0311418 | val_loss: 0.0311659 | Time: 3018.93 ms [2022-01-18 10:41:50 main:574] : INFO : Epoch 1691 | loss: 0.0311453 | val_loss: 0.0311662 | Time: 3006.95 ms [2022-01-18 10:41:53 main:574] : INFO : Epoch 1692 | loss: 0.0311391 | val_loss: 0.0311672 | Time: 3002.93 ms [2022-01-18 10:41:56 main:574] : INFO : Epoch 1693 | loss: 0.0311407 | val_loss: 0.0311652 | Time: 3006.27 ms [2022-01-18 10:41:59 main:574] : INFO : Epoch 1694 | loss: 0.0311437 | val_loss: 0.0311668 | Time: 3002.31 ms [2022-01-18 10:42:02 main:574] : INFO : Epoch 1695 | loss: 0.0311425 | val_loss: 0.0311698 | Time: 3016.05 ms [2022-01-18 10:42:05 main:574] : INFO : Epoch 1696 | loss: 0.0311406 | val_loss: 0.031169 | Time: 3018.21 ms [2022-01-18 10:42:08 main:574] : INFO : Epoch 1697 | loss: 0.031138 | val_loss: 0.0311667 | Time: 3001.5 ms [2022-01-18 10:42:11 main:574] : INFO : Epoch 1698 | loss: 0.031137 | val_loss: 0.0311691 | Time: 3008.81 ms [2022-01-18 10:42:14 main:574] : INFO : Epoch 1699 | loss: 0.0311402 | val_loss: 0.0311667 | Time: 3012.07 ms [2022-01-18 10:42:17 main:574] : INFO : Epoch 1700 | loss: 0.0311366 | val_loss: 0.031168 | Time: 2997.33 ms [2022-01-18 10:42:20 main:574] : INFO : Epoch 1701 | loss: 0.0311339 | val_loss: 0.0311713 | Time: 3000.32 ms [2022-01-18 10:42:23 main:574] : INFO : Epoch 1702 | loss: 0.0311384 | val_loss: 0.0311675 | Time: 3001.88 ms [2022-01-18 10:42:26 main:574] : INFO : Epoch 1703 | loss: 0.0311393 | val_loss: 0.0311642 | Time: 3000.64 ms [2022-01-18 10:42:29 main:574] : INFO : Epoch 1704 | loss: 0.031141 | val_loss: 0.0311794 | Time: 3014.67 ms [2022-01-18 10:42:32 main:574] : INFO : Epoch 1705 | loss: 0.0311398 | val_loss: 0.0311683 | Time: 3018.01 ms [2022-01-18 10:42:35 main:574] : INFO : Epoch 1706 | loss: 0.031136 | val_loss: 0.0311656 | Time: 3014.49 ms [2022-01-18 10:42:38 main:574] : INFO : Epoch 1707 | loss: 0.0311364 | val_loss: 0.0311688 | Time: 3071.24 ms [2022-01-18 10:42:41 main:574] : INFO : Epoch 1708 | loss: 0.0311361 | val_loss: 0.0311664 | Time: 3004.05 ms [2022-01-18 10:42:44 main:574] : INFO : Epoch 1709 | loss: 0.0311343 | val_loss: 0.0311686 | Time: 2998.52 ms [2022-01-18 10:42:47 main:574] : INFO : Epoch 1710 | loss: 0.0311339 | val_loss: 0.0311688 | Time: 3006.35 ms [2022-01-18 10:42:50 main:574] : INFO : Epoch 1711 | loss: 0.031135 | val_loss: 0.0311759 | Time: 2992.26 ms [2022-01-18 10:42:53 main:574] : INFO : Epoch 1712 | loss: 0.0311371 | val_loss: 0.0311653 | Time: 3006.34 ms [2022-01-18 10:42:56 main:574] : INFO : Epoch 1713 | loss: 0.0311361 | val_loss: 0.0311698 | Time: 3097.07 ms [2022-01-18 10:42:59 main:574] : INFO : Epoch 1714 | loss: 0.0311384 | val_loss: 0.0311749 | Time: 3055.93 ms [2022-01-18 10:43:02 main:574] : INFO : Epoch 1715 | loss: 0.0311359 | val_loss: 0.0311705 | Time: 3094.65 ms [2022-01-18 10:43:05 main:574] : INFO : Epoch 1716 | loss: 0.0311344 | val_loss: 0.0311695 | Time: 3102.26 ms [2022-01-18 10:43:08 main:574] : INFO : Epoch 1717 | loss: 0.0311358 | val_loss: 0.0311693 | Time: 3024.99 ms [2022-01-18 10:43:11 main:574] : INFO : Epoch 1718 | loss: 0.0311351 | val_loss: 0.0311722 | Time: 3002.23 ms [2022-01-18 10:43:14 main:574] : INFO : Epoch 1719 | loss: 0.0311368 | val_loss: 0.0311707 | Time: 3005.44 ms [2022-01-18 10:43:17 main:574] : INFO : Epoch 1720 | loss: 0.031137 | val_loss: 0.0311712 | Time: 3098.97 ms [2022-01-18 10:43:20 main:574] : INFO : Epoch 1721 | loss: 0.0311327 | val_loss: 0.0311729 | Time: 3065.69 ms [2022-01-18 10:43:24 main:574] : INFO : Epoch 1722 | loss: 0.0311342 | val_loss: 0.0311682 | Time: 3078.9 ms [2022-01-18 10:43:27 main:574] : INFO : Epoch 1723 | loss: 0.0311335 | val_loss: 0.0311675 | Time: 3006.08 ms [2022-01-18 10:43:30 main:574] : INFO : Epoch 1724 | loss: 0.0311352 | val_loss: 0.0311767 | Time: 3031.72 ms [2022-01-18 10:43:33 main:574] : INFO : Epoch 1725 | loss: 0.0311389 | val_loss: 0.0311684 | Time: 3001.55 ms [2022-01-18 10:43:36 main:574] : INFO : Epoch 1726 | loss: 0.031136 | val_loss: 0.031173 | Time: 3003.84 ms [2022-01-18 10:43:39 main:574] : INFO : Epoch 1727 | loss: 0.0311347 | val_loss: 0.0311799 | Time: 3000.04 ms [2022-01-18 10:43:42 main:574] : INFO : Epoch 1728 | loss: 0.0311341 | val_loss: 0.0311689 | Time: 3000.1 ms [2022-01-18 10:43:45 main:574] : INFO : Epoch 1729 | loss: 0.0311336 | val_loss: 0.0311685 | Time: 3005.51 ms [2022-01-18 10:43:48 main:574] : INFO : Epoch 1730 | loss: 0.031133 | val_loss: 0.0311655 | Time: 3004.24 ms [2022-01-18 10:43:51 main:574] : INFO : Epoch 1731 | loss: 0.0311387 | val_loss: 0.0311672 | Time: 2996.45 ms [2022-01-18 10:43:54 main:574] : INFO : Epoch 1732 | loss: 0.0311388 | val_loss: 0.0311735 | Time: 3006.89 ms [2022-01-18 10:43:57 main:574] : INFO : Epoch 1733 | loss: 0.0311357 | val_loss: 0.0311751 | Time: 3005.82 ms [2022-01-18 10:44:00 main:574] : INFO : Epoch 1734 | loss: 0.0311317 | val_loss: 0.0311672 | Time: 3000.79 ms [2022-01-18 10:44:03 main:574] : INFO : Epoch 1735 | loss: 0.0311319 | val_loss: 0.0311688 | Time: 3012.16 ms [2022-01-18 10:44:06 main:574] : INFO : Epoch 1736 | loss: 0.031133 | val_loss: 0.0311725 | Time: 3005.24 ms [2022-01-18 10:44:09 main:574] : INFO : Epoch 1737 | loss: 0.0311329 | val_loss: 0.0311703 | Time: 3001.17 ms [2022-01-18 10:44:12 main:574] : INFO : Epoch 1738 | loss: 0.0311321 | val_loss: 0.0311695 | Time: 3013.89 ms [2022-01-18 10:44:15 main:574] : INFO : Epoch 1739 | loss: 0.0311339 | val_loss: 0.0311709 | Time: 3005.57 ms [2022-01-18 10:44:18 main:574] : INFO : Epoch 1740 | loss: 0.0311369 | val_loss: 0.031175 | Time: 3009.25 ms [2022-01-18 10:44:21 main:574] : INFO : Epoch 1741 | loss: 0.0311366 | val_loss: 0.031175 | Time: 3004.6 ms [2022-01-18 10:44:24 main:574] : INFO : Epoch 1742 | loss: 0.0311378 | val_loss: 0.0311803 | Time: 3010.62 ms [2022-01-18 10:44:27 main:574] : INFO : Epoch 1743 | loss: 0.0311357 | val_loss: 0.0311725 | Time: 3003.57 ms [2022-01-18 10:44:30 main:574] : INFO : Epoch 1744 | loss: 0.0311341 | val_loss: 0.0311708 | Time: 3014.42 ms [2022-01-18 10:44:33 main:574] : INFO : Epoch 1745 | loss: 0.0311361 | val_loss: 0.0311724 | Time: 3016.08 ms [2022-01-18 10:44:36 main:574] : INFO : Epoch 1746 | loss: 0.0311349 | val_loss: 0.0311709 | Time: 3011.34 ms [2022-01-18 10:44:39 main:574] : INFO : Epoch 1747 | loss: 0.0311313 | val_loss: 0.0311779 | Time: 3000.08 ms [2022-01-18 10:44:42 main:574] : INFO : Epoch 1748 | loss: 0.0311338 | val_loss: 0.0311715 | Time: 3013.11 ms [2022-01-18 10:44:45 main:574] : INFO : Epoch 1749 | loss: 0.0311356 | val_loss: 0.0311738 | Time: 3008.96 ms [2022-01-18 10:44:48 main:574] : INFO : Epoch 1750 | loss: 0.0311387 | val_loss: 0.0311696 | Time: 3003.33 ms [2022-01-18 10:44:51 main:574] : INFO : Epoch 1751 | loss: 0.0311354 | val_loss: 0.031167 | Time: 3006.49 ms [2022-01-18 10:44:54 main:574] : INFO : Epoch 1752 | loss: 0.0311343 | val_loss: 0.0311684 | Time: 3013.44 ms [2022-01-18 10:44:57 main:574] : INFO : Epoch 1753 | loss: 0.0311335 | val_loss: 0.0311662 | Time: 3000.17 ms [2022-01-18 10:45:00 main:574] : INFO : Epoch 1754 | loss: 0.0311361 | val_loss: 0.0311776 | Time: 3002.17 ms [2022-01-18 10:45:03 main:574] : INFO : Epoch 1755 | loss: 0.0311394 | val_loss: 0.0311703 | Time: 3004.38 ms [2022-01-18 10:45:06 main:574] : INFO : Epoch 1756 | loss: 0.031138 | val_loss: 0.0311731 | Time: 2999.69 ms [2022-01-18 10:45:09 main:574] : INFO : Epoch 1757 | loss: 0.0311408 | val_loss: 0.0311632 | Time: 3003.36 ms [2022-01-18 10:45:12 main:574] : INFO : Epoch 1758 | loss: 0.0311363 | val_loss: 0.03117 | Time: 3007.61 ms [2022-01-18 10:45:15 main:574] : INFO : Epoch 1759 | loss: 0.031136 | val_loss: 0.0311693 | Time: 3017.55 ms [2022-01-18 10:45:18 main:574] : INFO : Epoch 1760 | loss: 0.0311393 | val_loss: 0.0311738 | Time: 2997.04 ms [2022-01-18 10:45:21 main:574] : INFO : Epoch 1761 | loss: 0.0311385 | val_loss: 0.031173 | Time: 3000.98 ms [2022-01-18 10:45:24 main:574] : INFO : Epoch 1762 | loss: 0.0311449 | val_loss: 0.0311714 | Time: 2998.1 ms [2022-01-18 10:45:27 main:574] : INFO : Epoch 1763 | loss: 0.0311392 | val_loss: 0.0311676 | Time: 3005.18 ms [2022-01-18 10:45:30 main:574] : INFO : Epoch 1764 | loss: 0.0311362 | val_loss: 0.0311698 | Time: 3000.01 ms [2022-01-18 10:45:33 main:574] : INFO : Epoch 1765 | loss: 0.0311368 | val_loss: 0.0311655 | Time: 3023.77 ms [2022-01-18 10:45:36 main:574] : INFO : Epoch 1766 | loss: 0.0311344 | val_loss: 0.0311737 | Time: 3008.95 ms [2022-01-18 10:45:39 main:574] : INFO : Epoch 1767 | loss: 0.0311318 | val_loss: 0.0311705 | Time: 3003.87 ms [2022-01-18 10:45:42 main:574] : INFO : Epoch 1768 | loss: 0.0311374 | val_loss: 0.031169 | Time: 3001.33 ms [2022-01-18 10:45:45 main:574] : INFO : Epoch 1769 | loss: 0.0311359 | val_loss: 0.0311672 | Time: 3004.81 ms [2022-01-18 10:45:48 main:574] : INFO : Epoch 1770 | loss: 0.0311353 | val_loss: 0.0311685 | Time: 3003.02 ms [2022-01-18 10:45:51 main:574] : INFO : Epoch 1771 | loss: 0.0311391 | val_loss: 0.031176 | Time: 2996.57 ms [2022-01-18 10:45:54 main:574] : INFO : Epoch 1772 | loss: 0.0311411 | val_loss: 0.0311659 | Time: 3008.69 ms [2022-01-18 10:45:57 main:574] : INFO : Epoch 1773 | loss: 0.0311393 | val_loss: 0.0311757 | Time: 3005.04 ms [2022-01-18 10:46:00 main:574] : INFO : Epoch 1774 | loss: 0.0311749 | val_loss: 0.0311977 | Time: 3002.96 ms [2022-01-18 10:46:03 main:574] : INFO : Epoch 1775 | loss: 0.0311987 | val_loss: 0.0312005 | Time: 3005.12 ms [2022-01-18 10:46:06 main:574] : INFO : Epoch 1776 | loss: 0.0311975 | val_loss: 0.0311972 | Time: 3011.17 ms [2022-01-18 10:46:09 main:574] : INFO : Epoch 1777 | loss: 0.0311975 | val_loss: 0.0311928 | Time: 3010.76 ms [2022-01-18 10:46:12 main:574] : INFO : Epoch 1778 | loss: 0.0311927 | val_loss: 0.0311899 | Time: 3010.84 ms [2022-01-18 10:46:15 main:574] : INFO : Epoch 1779 | loss: 0.0311916 | val_loss: 0.0311918 | Time: 3018.24 ms [2022-01-18 10:46:18 main:574] : INFO : Epoch 1780 | loss: 0.0311906 | val_loss: 0.0311882 | Time: 3011.62 ms [2022-01-18 10:46:21 main:574] : INFO : Epoch 1781 | loss: 0.0311865 | val_loss: 0.0311888 | Time: 3009.07 ms [2022-01-18 10:46:24 main:574] : INFO : Epoch 1782 | loss: 0.0311851 | val_loss: 0.031184 | Time: 3014.79 ms [2022-01-18 10:46:27 main:574] : INFO : Epoch 1783 | loss: 0.0311842 | val_loss: 0.0311844 | Time: 3004.05 ms [2022-01-18 10:46:30 main:574] : INFO : Epoch 1784 | loss: 0.031182 | val_loss: 0.031182 | Time: 3009.57 ms [2022-01-18 10:46:33 main:574] : INFO : Epoch 1785 | loss: 0.0311804 | val_loss: 0.0311841 | Time: 3014.09 ms [2022-01-18 10:46:36 main:574] : INFO : Epoch 1786 | loss: 0.0311803 | val_loss: 0.0311842 | Time: 3013.33 ms [2022-01-18 10:46:39 main:574] : INFO : Epoch 1787 | loss: 0.0311793 | val_loss: 0.0311822 | Time: 3004.78 ms [2022-01-18 10:46:42 main:574] : INFO : Epoch 1788 | loss: 0.0311786 | val_loss: 0.0311819 | Time: 3037.72 ms [2022-01-18 10:46:45 main:574] : INFO : Epoch 1789 | loss: 0.0311786 | val_loss: 0.0311831 | Time: 3006.84 ms [2022-01-18 10:46:48 main:574] : INFO : Epoch 1790 | loss: 0.0311785 | val_loss: 0.0311845 | Time: 3037.31 ms [2022-01-18 10:46:51 main:574] : INFO : Epoch 1791 | loss: 0.0311784 | val_loss: 0.0311847 | Time: 3008.58 ms [2022-01-18 10:46:54 main:574] : INFO : Epoch 1792 | loss: 0.0311805 | val_loss: 0.0311818 | Time: 3014.41 ms [2022-01-18 10:46:57 main:574] : INFO : Epoch 1793 | loss: 0.0311775 | val_loss: 0.0311844 | Time: 3029.25 ms [2022-01-18 10:47:00 main:574] : INFO : Epoch 1794 | loss: 0.0311763 | val_loss: 0.0311809 | Time: 3017.4 ms [2022-01-18 10:47:03 main:574] : INFO : Epoch 1795 | loss: 0.0311759 | val_loss: 0.0311812 | Time: 3009.7 ms [2022-01-18 10:47:06 main:574] : INFO : Epoch 1796 | loss: 0.0311795 | val_loss: 0.0311815 | Time: 3018.41 ms [2022-01-18 10:47:09 main:574] : INFO : Epoch 1797 | loss: 0.0311775 | val_loss: 0.0311824 | Time: 3010.03 ms [2022-01-18 10:47:12 main:574] : INFO : Epoch 1798 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 3001.12 ms [2022-01-18 10:47:15 main:574] : INFO : Epoch 1799 | loss: 0.0311767 | val_loss: 0.0311807 | Time: 3005.86 ms [2022-01-18 10:47:18 main:574] : INFO : Epoch 1800 | loss: 0.0311755 | val_loss: 0.0311817 | Time: 3012.01 ms [2022-01-18 10:47:21 main:574] : INFO : Epoch 1801 | loss: 0.0311751 | val_loss: 0.0311813 | Time: 2998.11 ms [2022-01-18 10:47:24 main:574] : INFO : Epoch 1802 | loss: 0.0311747 | val_loss: 0.0311821 | Time: 3009.9 ms [2022-01-18 10:47:27 main:574] : INFO : Epoch 1803 | loss: 0.0311743 | val_loss: 0.0311811 | Time: 2996.33 ms [2022-01-18 10:47:30 main:574] : INFO : Epoch 1804 | loss: 0.0311746 | val_loss: 0.0311841 | Time: 3007.03 ms [2022-01-18 10:47:33 main:574] : INFO : Epoch 1805 | loss: 0.031177 | val_loss: 0.0311863 | Time: 3011.62 ms [2022-01-18 10:47:37 main:574] : INFO : Epoch 1806 | loss: 0.0311754 | val_loss: 0.0311823 | Time: 3009.64 ms [2022-01-18 10:47:40 main:574] : INFO : Epoch 1807 | loss: 0.0311734 | val_loss: 0.031181 | Time: 3003.63 ms [2022-01-18 10:47:43 main:574] : INFO : Epoch 1808 | loss: 0.0311752 | val_loss: 0.0311836 | Time: 3020.25 ms [2022-01-18 10:47:46 main:574] : INFO : Epoch 1809 | loss: 0.0311721 | val_loss: 0.0311815 | Time: 3014.85 ms [2022-01-18 10:47:49 main:574] : INFO : Epoch 1810 | loss: 0.0311728 | val_loss: 0.0311817 | Time: 3007.49 ms [2022-01-18 10:47:52 main:574] : INFO : Epoch 1811 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 2999.77 ms [2022-01-18 10:47:55 main:574] : INFO : Epoch 1812 | loss: 0.031174 | val_loss: 0.0311799 | Time: 3009.68 ms [2022-01-18 10:47:58 main:574] : INFO : Epoch 1813 | loss: 0.031175 | val_loss: 0.0311824 | Time: 3014.53 ms [2022-01-18 10:48:01 main:574] : INFO : Epoch 1814 | loss: 0.0311748 | val_loss: 0.0311809 | Time: 3023.32 ms [2022-01-18 10:48:04 main:574] : INFO : Epoch 1815 | loss: 0.0311725 | val_loss: 0.0311791 | Time: 3028.63 ms [2022-01-18 10:48:07 main:574] : INFO : Epoch 1816 | loss: 0.0311718 | val_loss: 0.03118 | Time: 3009.85 ms [2022-01-18 10:48:10 main:574] : INFO : Epoch 1817 | loss: 0.031171 | val_loss: 0.0311791 | Time: 3008.07 ms [2022-01-18 10:48:13 main:574] : INFO : Epoch 1818 | loss: 0.0311694 | val_loss: 0.0311796 | Time: 3013.59 ms [2022-01-18 10:48:16 main:574] : INFO : Epoch 1819 | loss: 0.03117 | val_loss: 0.0311817 | Time: 3017.87 ms [2022-01-18 10:48:19 main:574] : INFO : Epoch 1820 | loss: 0.0311716 | val_loss: 0.0311804 | Time: 2998.7 ms [2022-01-18 10:48:22 main:574] : INFO : Epoch 1821 | loss: 0.0311697 | val_loss: 0.0311797 | Time: 2995.19 ms [2022-01-18 10:48:25 main:574] : INFO : Epoch 1822 | loss: 0.0311707 | val_loss: 0.0311806 | Time: 3011.02 ms [2022-01-18 10:48:28 main:574] : INFO : Epoch 1823 | loss: 0.0311714 | val_loss: 0.0311831 | Time: 3010.1 ms [2022-01-18 10:48:31 main:574] : INFO : Epoch 1824 | loss: 0.0311697 | val_loss: 0.0311815 | Time: 3006.97 ms [2022-01-18 10:48:34 main:574] : INFO : Epoch 1825 | loss: 0.0311706 | val_loss: 0.0311801 | Time: 3009.05 ms [2022-01-18 10:48:37 main:574] : INFO : Epoch 1826 | loss: 0.0311724 | val_loss: 0.0311789 | Time: 3002.29 ms [2022-01-18 10:48:40 main:574] : INFO : Epoch 1827 | loss: 0.0311729 | val_loss: 0.0311847 | Time: 3029.37 ms [2022-01-18 10:48:43 main:574] : INFO : Epoch 1828 | loss: 0.0311743 | val_loss: 0.0311793 | Time: 3017.7 ms [2022-01-18 10:48:46 main:574] : INFO : Epoch 1829 | loss: 0.0311709 | val_loss: 0.0311782 | Time: 3005.72 ms [2022-01-18 10:48:49 main:574] : INFO : Epoch 1830 | loss: 0.0311695 | val_loss: 0.0311816 | Time: 3010.21 ms [2022-01-18 10:48:52 main:574] : INFO : Epoch 1831 | loss: 0.0311688 | val_loss: 0.0311842 | Time: 3003.69 ms [2022-01-18 10:48:55 main:574] : INFO : Epoch 1832 | loss: 0.0311704 | val_loss: 0.0311825 | Time: 3008.12 ms [2022-01-18 10:48:58 main:574] : INFO : Epoch 1833 | loss: 0.0311695 | val_loss: 0.0311785 | Time: 3004.38 ms [2022-01-18 10:49:01 main:574] : INFO : Epoch 1834 | loss: 0.0311675 | val_loss: 0.0311794 | Time: 3002.95 ms [2022-01-18 10:49:04 main:574] : INFO : Epoch 1835 | loss: 0.0311709 | val_loss: 0.0311848 | Time: 3010.22 ms [2022-01-18 10:49:07 main:574] : INFO : Epoch 1836 | loss: 0.0311731 | val_loss: 0.0311797 | Time: 3015.66 ms [2022-01-18 10:49:10 main:574] : INFO : Epoch 1837 | loss: 0.0311691 | val_loss: 0.0311778 | Time: 3009.71 ms [2022-01-18 10:49:13 main:574] : INFO : Epoch 1838 | loss: 0.0311688 | val_loss: 0.0311812 | Time: 3015.92 ms [2022-01-18 10:49:16 main:574] : INFO : Epoch 1839 | loss: 0.031168 | val_loss: 0.031184 | Time: 3006.31 ms [2022-01-18 10:49:19 main:574] : INFO : Epoch 1840 | loss: 0.0311661 | val_loss: 0.0311821 | Time: 3011.63 ms [2022-01-18 10:49:22 main:574] : INFO : Epoch 1841 | loss: 0.0311692 | val_loss: 0.0311856 | Time: 2998.59 ms [2022-01-18 10:49:25 main:574] : INFO : Epoch 1842 | loss: 0.0311682 | val_loss: 0.0311861 | Time: 3065.84 ms [2022-01-18 10:49:28 main:574] : INFO : Epoch 1843 | loss: 0.0311704 | val_loss: 0.0311786 | Time: 3027.37 ms [2022-01-18 10:49:31 main:574] : INFO : Epoch 1844 | loss: 0.0311704 | val_loss: 0.0311832 | Time: 3009.42 ms [2022-01-18 10:49:34 main:574] : INFO : Epoch 1845 | loss: 0.0311665 | val_loss: 0.0311818 | Time: 3005.87 ms [2022-01-18 10:49:37 main:574] : INFO : Epoch 1846 | loss: 0.0311667 | val_loss: 0.0311803 | Time: 3012.3 ms [2022-01-18 10:49:40 main:574] : INFO : Epoch 1847 | loss: 0.0311666 | val_loss: 0.0311796 | Time: 3009.52 ms [2022-01-18 10:49:43 main:574] : INFO : Epoch 1848 | loss: 0.0311668 | val_loss: 0.0311803 | Time: 2998.89 ms [2022-01-18 10:49:46 main:574] : INFO : Epoch 1849 | loss: 0.0311633 | val_loss: 0.0311791 | Time: 3003.49 ms [2022-01-18 10:49:49 main:574] : INFO : Epoch 1850 | loss: 0.0311635 | val_loss: 0.0311797 | Time: 3013.63 ms [2022-01-18 10:49:52 main:574] : INFO : Epoch 1851 | loss: 0.0311638 | val_loss: 0.031179 | Time: 2999.61 ms [2022-01-18 10:49:55 main:574] : INFO : Epoch 1852 | loss: 0.0311641 | val_loss: 0.0311811 | Time: 3004.29 ms [2022-01-18 10:49:58 main:574] : INFO : Epoch 1853 | loss: 0.0311652 | val_loss: 0.0311829 | Time: 2999.01 ms [2022-01-18 10:50:01 main:574] : INFO : Epoch 1854 | loss: 0.0311722 | val_loss: 0.031185 | Time: 3002.28 ms [2022-01-18 10:50:04 main:574] : INFO : Epoch 1855 | loss: 0.0311691 | val_loss: 0.0311808 | Time: 2998.97 ms [2022-01-18 10:50:07 main:574] : INFO : Epoch 1856 | loss: 0.0311669 | val_loss: 0.0311799 | Time: 3003.06 ms [2022-01-18 10:50:10 main:574] : INFO : Epoch 1857 | loss: 0.0311656 | val_loss: 0.0311797 | Time: 3002.63 ms [2022-01-18 10:50:13 main:574] : INFO : Epoch 1858 | loss: 0.0311645 | val_loss: 0.031185 | Time: 3017.03 ms [2022-01-18 10:50:16 main:574] : INFO : Epoch 1859 | loss: 0.0311665 | val_loss: 0.0311768 | Time: 3019.97 ms [2022-01-18 10:50:19 main:574] : INFO : Epoch 1860 | loss: 0.0311641 | val_loss: 0.0311783 | Time: 3008.26 ms [2022-01-18 10:50:22 main:574] : INFO : Epoch 1861 | loss: 0.0311641 | val_loss: 0.0311836 | Time: 3005.12 ms [2022-01-18 10:50:25 main:574] : INFO : Epoch 1862 | loss: 0.0311633 | val_loss: 0.0311809 | Time: 3001.78 ms [2022-01-18 10:50:28 main:574] : INFO : Epoch 1863 | loss: 0.0311653 | val_loss: 0.0311812 | Time: 3002.13 ms [2022-01-18 10:50:31 main:574] : INFO : Epoch 1864 | loss: 0.0311624 | val_loss: 0.0311804 | Time: 3010.49 ms [2022-01-18 10:50:34 main:574] : INFO : Epoch 1865 | loss: 0.0311668 | val_loss: 0.0311866 | Time: 3006.91 ms [2022-01-18 10:50:37 main:574] : INFO : Epoch 1866 | loss: 0.0311773 | val_loss: 0.031189 | Time: 3008.75 ms [2022-01-18 10:50:40 main:574] : INFO : Epoch 1867 | loss: 0.0311755 | val_loss: 0.0311859 | Time: 2996.99 ms [2022-01-18 10:50:43 main:574] : INFO : Epoch 1868 | loss: 0.0311718 | val_loss: 0.0311821 | Time: 3003.19 ms [2022-01-18 10:50:46 main:574] : INFO : Epoch 1869 | loss: 0.0311684 | val_loss: 0.0311805 | Time: 3000.95 ms [2022-01-18 10:50:49 main:574] : INFO : Epoch 1870 | loss: 0.0311686 | val_loss: 0.0311768 | Time: 3015.18 ms [2022-01-18 10:50:52 main:574] : INFO : Epoch 1871 | loss: 0.0311657 | val_loss: 0.0311791 | Time: 3002.19 ms [2022-01-18 10:50:55 main:574] : INFO : Epoch 1872 | loss: 0.0311666 | val_loss: 0.031182 | Time: 2997.16 ms [2022-01-18 10:50:58 main:574] : INFO : Epoch 1873 | loss: 0.0311654 | val_loss: 0.0311787 | Time: 3000.56 ms [2022-01-18 10:51:01 main:574] : INFO : Epoch 1874 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 3007.33 ms [2022-01-18 10:51:04 main:574] : INFO : Epoch 1875 | loss: 0.031172 | val_loss: 0.0311797 | Time: 3005.67 ms [2022-01-18 10:51:07 main:574] : INFO : Epoch 1876 | loss: 0.03117 | val_loss: 0.0311773 | Time: 3009.63 ms [2022-01-18 10:51:10 main:574] : INFO : Epoch 1877 | loss: 0.0311673 | val_loss: 0.0311779 | Time: 3001.73 ms [2022-01-18 10:51:13 main:574] : INFO : Epoch 1878 | loss: 0.0311666 | val_loss: 0.0311779 | Time: 3010.91 ms [2022-01-18 10:51:16 main:574] : INFO : Epoch 1879 | loss: 0.0311663 | val_loss: 0.031179 | Time: 3000.32 ms [2022-01-18 10:51:19 main:574] : INFO : Epoch 1880 | loss: 0.0311665 | val_loss: 0.0311777 | Time: 3003.07 ms [2022-01-18 10:51:22 main:574] : INFO : Epoch 1881 | loss: 0.0311649 | val_loss: 0.0311776 | Time: 2996.26 ms [2022-01-18 10:51:25 main:574] : INFO : Epoch 1882 | loss: 0.0311633 | val_loss: 0.0311826 | Time: 3003.58 ms [2022-01-18 10:51:28 main:574] : INFO : Epoch 1883 | loss: 0.0311643 | val_loss: 0.0311785 | Time: 3002.97 ms [2022-01-18 10:51:31 main:574] : INFO : Epoch 1884 | loss: 0.0311659 | val_loss: 0.0311804 | Time: 3009.4 ms [2022-01-18 10:51:34 main:574] : INFO : Epoch 1885 | loss: 0.0311635 | val_loss: 0.0311776 | Time: 3005.27 ms [2022-01-18 10:51:37 main:574] : INFO : Epoch 1886 | loss: 0.0311618 | val_loss: 0.0311799 | Time: 3003.58 ms [2022-01-18 10:51:40 main:574] : INFO : Epoch 1887 | loss: 0.0311629 | val_loss: 0.0311789 | Time: 3014.62 ms [2022-01-18 10:51:44 main:574] : INFO : Epoch 1888 | loss: 0.0311624 | val_loss: 0.0311777 | Time: 3012.19 ms [2022-01-18 10:51:47 main:574] : INFO : Epoch 1889 | loss: 0.0311603 | val_loss: 0.0311787 | Time: 3017.43 ms [2022-01-18 10:51:50 main:574] : INFO : Epoch 1890 | loss: 0.0311609 | val_loss: 0.0311787 | Time: 3013.6 ms [2022-01-18 10:51:53 main:574] : INFO : Epoch 1891 | loss: 0.031163 | val_loss: 0.0311802 | Time: 3022.93 ms [2022-01-18 10:51:56 main:574] : INFO : Epoch 1892 | loss: 0.0311623 | val_loss: 0.0311764 | Time: 3016.67 ms [2022-01-18 10:51:59 main:574] : INFO : Epoch 1893 | loss: 0.0311595 | val_loss: 0.0311804 | Time: 3000.21 ms [2022-01-18 10:52:02 main:574] : INFO : Epoch 1894 | loss: 0.0311592 | val_loss: 0.0311784 | Time: 3006.92 ms [2022-01-18 10:52:05 main:574] : INFO : Epoch 1895 | loss: 0.0311598 | val_loss: 0.0311779 | Time: 3001.46 ms [2022-01-18 10:52:08 main:574] : INFO : Epoch 1896 | loss: 0.0311571 | val_loss: 0.0311794 | Time: 3000.01 ms [2022-01-18 10:52:11 main:574] : INFO : Epoch 1897 | loss: 0.0311569 | val_loss: 0.0311779 | Time: 2998.87 ms [2022-01-18 10:52:14 main:574] : INFO : Epoch 1898 | loss: 0.0311578 | val_loss: 0.0311777 | Time: 3002.02 ms [2022-01-18 10:52:17 main:574] : INFO : Epoch 1899 | loss: 0.0311587 | val_loss: 0.0311773 | Time: 3086.53 ms [2022-01-18 10:52:20 main:574] : INFO : Epoch 1900 | loss: 0.0311576 | val_loss: 0.0311817 | Time: 3001.75 ms [2022-01-18 10:52:23 main:574] : INFO : Epoch 1901 | loss: 0.0311563 | val_loss: 0.031181 | Time: 3003.38 ms [2022-01-18 10:52:26 main:574] : INFO : Epoch 1902 | loss: 0.031157 | val_loss: 0.0311819 | Time: 3008.9 ms [2022-01-18 10:52:29 main:574] : INFO : Epoch 1903 | loss: 0.0311565 | val_loss: 0.0311884 | Time: 3011.47 ms [2022-01-18 10:52:32 main:574] : INFO : Epoch 1904 | loss: 0.0311558 | val_loss: 0.0311804 | Time: 3011.16 ms [2022-01-18 10:52:35 main:574] : INFO : Epoch 1905 | loss: 0.0311557 | val_loss: 0.031179 | Time: 3006.73 ms [2022-01-18 10:52:38 main:574] : INFO : Epoch 1906 | loss: 0.031156 | val_loss: 0.0311803 | Time: 3004.88 ms [2022-01-18 10:52:41 main:574] : INFO : Epoch 1907 | loss: 0.0311561 | val_loss: 0.0311799 | Time: 2993.99 ms [2022-01-18 10:52:44 main:574] : INFO : Epoch 1908 | loss: 0.0311553 | val_loss: 0.0311791 | Time: 3006.5 ms [2022-01-18 10:52:47 main:574] : INFO : Epoch 1909 | loss: 0.0311584 | val_loss: 0.0311881 | Time: 3002.58 ms [2022-01-18 10:52:50 main:574] : INFO : Epoch 1910 | loss: 0.0311567 | val_loss: 0.0311807 | Time: 3015.53 ms [2022-01-18 10:52:53 main:574] : INFO : Epoch 1911 | loss: 0.0311563 | val_loss: 0.0311793 | Time: 3019.53 ms [2022-01-18 10:52:56 main:574] : INFO : Epoch 1912 | loss: 0.0311558 | val_loss: 0.0311836 | Time: 3016.27 ms [2022-01-18 10:52:59 main:574] : INFO : Epoch 1913 | loss: 0.0311558 | val_loss: 0.0311791 | Time: 3007.6 ms [2022-01-18 10:53:02 main:574] : INFO : Epoch 1914 | loss: 0.0311531 | val_loss: 0.0311787 | Time: 3016.1 ms [2022-01-18 10:53:05 main:574] : INFO : Epoch 1915 | loss: 0.0311541 | val_loss: 0.0311791 | Time: 3011.53 ms [2022-01-18 10:53:08 main:574] : INFO : Epoch 1916 | loss: 0.0311569 | val_loss: 0.0311843 | Time: 3007.41 ms [2022-01-18 10:53:11 main:574] : INFO : Epoch 1917 | loss: 0.0311588 | val_loss: 0.0311814 | Time: 3017.12 ms [2022-01-18 10:53:14 main:574] : INFO : Epoch 1918 | loss: 0.0311561 | val_loss: 0.03118 | Time: 2997.94 ms [2022-01-18 10:53:17 main:574] : INFO : Epoch 1919 | loss: 0.0311545 | val_loss: 0.0311847 | Time: 3003.94 ms [2022-01-18 10:53:20 main:574] : INFO : Epoch 1920 | loss: 0.0311527 | val_loss: 0.0311822 | Time: 3003.7 ms [2022-01-18 10:53:23 main:574] : INFO : Epoch 1921 | loss: 0.0311514 | val_loss: 0.0311834 | Time: 3002.1 ms [2022-01-18 10:53:26 main:574] : INFO : Epoch 1922 | loss: 0.0311508 | val_loss: 0.0311833 | Time: 3016.46 ms [2022-01-18 10:53:29 main:574] : INFO : Epoch 1923 | loss: 0.0311505 | val_loss: 0.0311784 | Time: 3005.69 ms [2022-01-18 10:53:32 main:574] : INFO : Epoch 1924 | loss: 0.0311516 | val_loss: 0.0311874 | Time: 3009.18 ms [2022-01-18 10:53:35 main:574] : INFO : Epoch 1925 | loss: 0.031155 | val_loss: 0.0311811 | Time: 3019.49 ms [2022-01-18 10:53:38 main:574] : INFO : Epoch 1926 | loss: 0.031151 | val_loss: 0.0311791 | Time: 3008.3 ms [2022-01-18 10:53:41 main:574] : INFO : Epoch 1927 | loss: 0.0311512 | val_loss: 0.0311819 | Time: 3005.42 ms [2022-01-18 10:53:44 main:574] : INFO : Epoch 1928 | loss: 0.0311522 | val_loss: 0.0311818 | Time: 3001.81 ms [2022-01-18 10:53:47 main:574] : INFO : Epoch 1929 | loss: 0.031155 | val_loss: 0.0311824 | Time: 3003.55 ms [2022-01-18 10:53:50 main:574] : INFO : Epoch 1930 | loss: 0.0311537 | val_loss: 0.0311819 | Time: 3006.44 ms [2022-01-18 10:53:53 main:574] : INFO : Epoch 1931 | loss: 0.0311531 | val_loss: 0.0311801 | Time: 3001.38 ms [2022-01-18 10:53:56 main:574] : INFO : Epoch 1932 | loss: 0.0311599 | val_loss: 0.0311831 | Time: 3003.63 ms [2022-01-18 10:53:59 main:574] : INFO : Epoch 1933 | loss: 0.0311593 | val_loss: 0.0311828 | Time: 3002.12 ms [2022-01-18 10:54:02 main:574] : INFO : Epoch 1934 | loss: 0.0311542 | val_loss: 0.031183 | Time: 3027.26 ms [2022-01-18 10:54:05 main:574] : INFO : Epoch 1935 | loss: 0.0311547 | val_loss: 0.0311853 | Time: 3015.53 ms [2022-01-18 10:54:08 main:574] : INFO : Epoch 1936 | loss: 0.0311546 | val_loss: 0.0311807 | Time: 3008.3 ms [2022-01-18 10:54:11 main:574] : INFO : Epoch 1937 | loss: 0.0311548 | val_loss: 0.0311826 | Time: 2998.55 ms [2022-01-18 10:54:14 main:574] : INFO : Epoch 1938 | loss: 0.0311527 | val_loss: 0.0311863 | Time: 2994.14 ms [2022-01-18 10:54:17 main:574] : INFO : Epoch 1939 | loss: 0.0311508 | val_loss: 0.0311824 | Time: 3000.9 ms [2022-01-18 10:54:20 main:574] : INFO : Epoch 1940 | loss: 0.0311517 | val_loss: 0.0311856 | Time: 2998.41 ms [2022-01-18 10:54:23 main:574] : INFO : Epoch 1941 | loss: 0.0311504 | val_loss: 0.0311805 | Time: 2995.33 ms [2022-01-18 10:54:26 main:574] : INFO : Epoch 1942 | loss: 0.0311498 | val_loss: 0.0311821 | Time: 3001.12 ms [2022-01-18 10:54:29 main:574] : INFO : Epoch 1943 | loss: 0.0311506 | val_loss: 0.0311809 | Time: 2996.5 ms [2022-01-18 10:54:32 main:574] : INFO : Epoch 1944 | loss: 0.0311504 | val_loss: 0.0311816 | Time: 3033.91 ms [2022-01-18 10:54:35 main:574] : INFO : Epoch 1945 | loss: 0.0311528 | val_loss: 0.0311806 | Time: 3016.84 ms [2022-01-18 10:54:38 main:574] : INFO : Epoch 1946 | loss: 0.0311534 | val_loss: 0.0311834 | Time: 2993.58 ms [2022-01-18 10:54:41 main:574] : INFO : Epoch 1947 | loss: 0.0311533 | val_loss: 0.0311759 | Time: 2993.92 ms [2022-01-18 10:54:44 main:574] : INFO : Epoch 1948 | loss: 0.0311517 | val_loss: 0.0311801 | Time: 3014.7 ms [2022-01-18 10:54:47 main:574] : INFO : Epoch 1949 | loss: 0.0311526 | val_loss: 0.0311804 | Time: 2997.16 ms [2022-01-18 10:54:50 main:574] : INFO : Epoch 1950 | loss: 0.0311523 | val_loss: 0.0311809 | Time: 3008.22 ms [2022-01-18 10:54:53 main:574] : INFO : Epoch 1951 | loss: 0.0311526 | val_loss: 0.0311807 | Time: 3045.38 ms [2022-01-18 10:54:56 main:574] : INFO : Epoch 1952 | loss: 0.0311556 | val_loss: 0.0311834 | Time: 3001.6 ms [2022-01-18 10:54:59 main:574] : INFO : Epoch 1953 | loss: 0.0311588 | val_loss: 0.0311849 | Time: 2997.16 ms [2022-01-18 10:55:02 main:574] : INFO : Epoch 1954 | loss: 0.0311538 | val_loss: 0.0311841 | Time: 3005.25 ms [2022-01-18 10:55:05 main:574] : INFO : Epoch 1955 | loss: 0.0311513 | val_loss: 0.0311797 | Time: 3001.49 ms [2022-01-18 10:55:08 main:574] : INFO : Epoch 1956 | loss: 0.0311522 | val_loss: 0.0311803 | Time: 3009.81 ms [2022-01-18 10:55:11 main:574] : INFO : Epoch 1957 | loss: 0.0311534 | val_loss: 0.0311845 | Time: 3007.28 ms [2022-01-18 10:55:14 main:574] : INFO : Epoch 1958 | loss: 0.0311521 | val_loss: 0.031187 | Time: 3019.78 ms [2022-01-18 10:55:17 main:574] : INFO : Epoch 1959 | loss: 0.0311544 | val_loss: 0.0311815 | Time: 3007.12 ms [2022-01-18 10:55:20 main:574] : INFO : Epoch 1960 | loss: 0.0311568 | val_loss: 0.0311808 | Time: 3006.9 ms [2022-01-18 10:55:23 main:574] : INFO : Epoch 1961 | loss: 0.0311672 | val_loss: 0.0311759 | Time: 3005.8 ms [2022-01-18 10:55:26 main:574] : INFO : Epoch 1962 | loss: 0.0311626 | val_loss: 0.0311797 | Time: 3011.94 ms [2022-01-18 10:55:29 main:574] : INFO : Epoch 1963 | loss: 0.0311593 | val_loss: 0.0311818 | Time: 2998.94 ms [2022-01-18 10:55:32 main:574] : INFO : Epoch 1964 | loss: 0.0311557 | val_loss: 0.0311771 | Time: 3003.87 ms [2022-01-18 10:55:35 main:574] : INFO : Epoch 1965 | loss: 0.0311556 | val_loss: 0.0311804 | Time: 3003.3 ms [2022-01-18 10:55:38 main:574] : INFO : Epoch 1966 | loss: 0.0311531 | val_loss: 0.0311811 | Time: 3004.95 ms [2022-01-18 10:55:41 main:574] : INFO : Epoch 1967 | loss: 0.0311551 | val_loss: 0.0311819 | Time: 2996.42 ms [2022-01-18 10:55:44 main:574] : INFO : Epoch 1968 | loss: 0.0311519 | val_loss: 0.0311828 | Time: 3012.68 ms [2022-01-18 10:55:47 main:574] : INFO : Epoch 1969 | loss: 0.0311558 | val_loss: 0.0311862 | Time: 3011.47 ms [2022-01-18 10:55:50 main:574] : INFO : Epoch 1970 | loss: 0.0311523 | val_loss: 0.0311933 | Time: 3018.05 ms [2022-01-18 10:55:53 main:574] : INFO : Epoch 1971 | loss: 0.0311518 | val_loss: 0.0311781 | Time: 3009.81 ms [2022-01-18 10:55:57 main:574] : INFO : Epoch 1972 | loss: 0.0311511 | val_loss: 0.0311887 | Time: 3011.44 ms [2022-01-18 10:56:00 main:574] : INFO : Epoch 1973 | loss: 0.0311491 | val_loss: 0.0311814 | Time: 3003.67 ms [2022-01-18 10:56:03 main:574] : INFO : Epoch 1974 | loss: 0.0311472 | val_loss: 0.0311829 | Time: 3002.54 ms [2022-01-18 10:56:06 main:574] : INFO : Epoch 1975 | loss: 0.0311487 | val_loss: 0.0311807 | Time: 3005.33 ms [2022-01-18 10:56:09 main:574] : INFO : Epoch 1976 | loss: 0.0311476 | val_loss: 0.0311806 | Time: 3017.9 ms [2022-01-18 10:56:12 main:574] : INFO : Epoch 1977 | loss: 0.0311478 | val_loss: 0.0311795 | Time: 2990.24 ms [2022-01-18 10:56:15 main:574] : INFO : Epoch 1978 | loss: 0.0311478 | val_loss: 0.0311805 | Time: 3000.88 ms [2022-01-18 10:56:18 main:574] : INFO : Epoch 1979 | loss: 0.0311489 | val_loss: 0.0311824 | Time: 2995.08 ms [2022-01-18 10:56:21 main:574] : INFO : Epoch 1980 | loss: 0.0311483 | val_loss: 0.0311826 | Time: 2992.66 ms [2022-01-18 10:56:24 main:574] : INFO : Epoch 1981 | loss: 0.0311498 | val_loss: 0.0311855 | Time: 2992.63 ms [2022-01-18 10:56:27 main:574] : INFO : Epoch 1982 | loss: 0.0311472 | val_loss: 0.0311823 | Time: 3000.25 ms [2022-01-18 10:56:30 main:574] : INFO : Epoch 1983 | loss: 0.0311476 | val_loss: 0.0311809 | Time: 2996.43 ms [2022-01-18 10:56:33 main:574] : INFO : Epoch 1984 | loss: 0.0311459 | val_loss: 0.0311862 | Time: 2999.11 ms [2022-01-18 10:56:36 main:574] : INFO : Epoch 1985 | loss: 0.0311456 | val_loss: 0.0311822 | Time: 3000.59 ms [2022-01-18 10:56:39 main:574] : INFO : Epoch 1986 | loss: 0.0311457 | val_loss: 0.0311827 | Time: 3009 ms [2022-01-18 10:56:42 main:574] : INFO : Epoch 1987 | loss: 0.0311471 | val_loss: 0.0311817 | Time: 3004.45 ms [2022-01-18 10:56:45 main:574] : INFO : Epoch 1988 | loss: 0.0311458 | val_loss: 0.0311816 | Time: 2998.63 ms [2022-01-18 10:56:48 main:574] : INFO : Epoch 1989 | loss: 0.0311462 | val_loss: 0.0311862 | Time: 3002.16 ms [2022-01-18 10:56:51 main:574] : INFO : Epoch 1990 | loss: 0.0311487 | val_loss: 0.031177 | Time: 3005.99 ms [2022-01-18 10:56:54 main:574] : INFO : Epoch 1991 | loss: 0.0311481 | val_loss: 0.0311816 | Time: 2997.79 ms [2022-01-18 10:56:57 main:574] : INFO : Epoch 1992 | loss: 0.0311491 | val_loss: 0.0311812 | Time: 3016.32 ms [2022-01-18 10:57:00 main:574] : INFO : Epoch 1993 | loss: 0.0311492 | val_loss: 0.0311816 | Time: 3079.15 ms [2022-01-18 10:57:03 main:574] : INFO : Epoch 1994 | loss: 0.0311464 | val_loss: 0.0311857 | Time: 3128.51 ms [2022-01-18 10:57:06 main:574] : INFO : Epoch 1995 | loss: 0.0311445 | val_loss: 0.0311819 | Time: 3067.73 ms [2022-01-18 10:57:09 main:574] : INFO : Epoch 1996 | loss: 0.0311457 | val_loss: 0.0311819 | Time: 3060.2 ms [2022-01-18 10:57:12 main:574] : INFO : Epoch 1997 | loss: 0.031145 | val_loss: 0.0311807 | Time: 3009.16 ms [2022-01-18 10:57:15 main:574] : INFO : Epoch 1998 | loss: 0.0311439 | val_loss: 0.0311881 | Time: 3044.22 ms [2022-01-18 10:57:18 main:574] : INFO : Epoch 1999 | loss: 0.0311459 | val_loss: 0.0311861 | Time: 3113.33 ms [2022-01-18 10:57:21 main:574] : INFO : Epoch 2000 | loss: 0.0311444 | val_loss: 0.0311878 | Time: 3213.45 ms [2022-01-18 10:57:25 main:574] : INFO : Epoch 2001 | loss: 0.0311437 | val_loss: 0.0311818 | Time: 3163.62 ms [2022-01-18 10:57:28 main:574] : INFO : Epoch 2002 | loss: 0.031143 | val_loss: 0.0311846 | Time: 3282.65 ms [2022-01-18 10:57:31 main:574] : INFO : Epoch 2003 | loss: 0.0311426 | val_loss: 0.0311768 | Time: 3002.85 ms [2022-01-18 10:57:34 main:574] : INFO : Epoch 2004 | loss: 0.0311425 | val_loss: 0.0311779 | Time: 3007.85 ms [2022-01-18 10:57:37 main:574] : INFO : Epoch 2005 | loss: 0.0311474 | val_loss: 0.0311851 | Time: 2998.77 ms [2022-01-18 10:57:40 main:574] : INFO : Epoch 2006 | loss: 0.0311456 | val_loss: 0.0311838 | Time: 2999.48 ms [2022-01-18 10:57:43 main:574] : INFO : Epoch 2007 | loss: 0.0311441 | val_loss: 0.0311826 | Time: 2998.31 ms [2022-01-18 10:57:46 main:574] : INFO : Epoch 2008 | loss: 0.0311482 | val_loss: 0.0311771 | Time: 3022.35 ms [2022-01-18 10:57:49 main:574] : INFO : Epoch 2009 | loss: 0.0311484 | val_loss: 0.0311857 | Time: 2996.88 ms [2022-01-18 10:57:52 main:574] : INFO : Epoch 2010 | loss: 0.0311481 | val_loss: 0.0311799 | Time: 2999.45 ms [2022-01-18 10:57:55 main:574] : INFO : Epoch 2011 | loss: 0.0311484 | val_loss: 0.0311821 | Time: 2993.02 ms [2022-01-18 10:57:58 main:574] : INFO : Epoch 2012 | loss: 0.0311494 | val_loss: 0.0311798 | Time: 2997.54 ms [2022-01-18 10:58:01 main:574] : INFO : Epoch 2013 | loss: 0.0311502 | val_loss: 0.0311833 | Time: 2999.8 ms [2022-01-18 10:58:04 main:574] : INFO : Epoch 2014 | loss: 0.0311514 | val_loss: 0.0311796 | Time: 2992.21 ms [2022-01-18 10:58:07 main:574] : INFO : Epoch 2015 | loss: 0.0311521 | val_loss: 0.0311833 | Time: 2997.42 ms [2022-01-18 10:58:10 main:574] : INFO : Epoch 2016 | loss: 0.0311534 | val_loss: 0.0311785 | Time: 2993.59 ms [2022-01-18 10:58:13 main:574] : INFO : Epoch 2017 | loss: 0.0311562 | val_loss: 0.0311799 | Time: 3021.64 ms [2022-01-18 10:58:16 main:574] : INFO : Epoch 2018 | loss: 0.0311549 | val_loss: 0.0311808 | Time: 3009.74 ms [2022-01-18 10:58:19 main:574] : INFO : Epoch 2019 | loss: 0.0311497 | val_loss: 0.031181 | Time: 2991.44 ms [2022-01-18 10:58:22 main:574] : INFO : Epoch 2020 | loss: 0.0311516 | val_loss: 0.0311802 | Time: 2994.21 ms [2022-01-18 10:58:25 main:574] : INFO : Epoch 2021 | loss: 0.0311497 | val_loss: 0.0311826 | Time: 2997.64 ms [2022-01-18 10:58:28 main:574] : INFO : Epoch 2022 | loss: 0.0311467 | val_loss: 0.031181 | Time: 2992.77 ms [2022-01-18 10:58:31 main:574] : INFO : Epoch 2023 | loss: 0.0311473 | val_loss: 0.0311808 | Time: 2999.12 ms [2022-01-18 10:58:34 main:574] : INFO : Epoch 2024 | loss: 0.0311469 | val_loss: 0.0311768 | Time: 2998.46 ms [2022-01-18 10:58:37 main:574] : INFO : Epoch 2025 | loss: 0.0311482 | val_loss: 0.0311785 | Time: 3000.72 ms [2022-01-18 10:58:40 main:574] : INFO : Epoch 2026 | loss: 0.031148 | val_loss: 0.0311778 | Time: 3000.09 ms [2022-01-18 10:58:43 main:574] : INFO : Epoch 2027 | loss: 0.0311472 | val_loss: 0.0311838 | Time: 2991.38 ms [2022-01-18 10:58:46 main:574] : INFO : Epoch 2028 | loss: 0.0311471 | val_loss: 0.0311827 | Time: 2996.37 ms [2022-01-18 10:58:49 main:574] : INFO : Epoch 2029 | loss: 0.0311491 | val_loss: 0.031185 | Time: 2996.03 ms [2022-01-18 10:58:52 main:574] : INFO : Epoch 2030 | loss: 0.0311475 | val_loss: 0.0311774 | Time: 2992.48 ms [2022-01-18 10:58:55 main:574] : INFO : Epoch 2031 | loss: 0.031147 | val_loss: 0.0311812 | Time: 2999.48 ms [2022-01-18 10:58:58 main:574] : INFO : Epoch 2032 | loss: 0.0311449 | val_loss: 0.0311828 | Time: 3006.02 ms [2022-01-18 10:59:01 main:574] : INFO : Epoch 2033 | loss: 0.0311452 | val_loss: 0.0311799 | Time: 2997.3 ms [2022-01-18 10:59:04 main:574] : INFO : Epoch 2034 | loss: 0.0311505 | val_loss: 0.0311808 | Time: 2998.2 ms [2022-01-18 10:59:07 main:574] : INFO : Epoch 2035 | loss: 0.0311565 | val_loss: 0.0311806 | Time: 2996.1 ms [2022-01-18 10:59:10 main:574] : INFO : Epoch 2036 | loss: 0.0311551 | val_loss: 0.0311805 | Time: 2993.06 ms [2022-01-18 10:59:13 main:574] : INFO : Epoch 2037 | loss: 0.0311674 | val_loss: 0.0311856 | Time: 2998.43 ms [2022-01-18 10:59:16 main:574] : INFO : Epoch 2038 | loss: 0.0311855 | val_loss: 0.031179 | Time: 3007.36 ms [2022-01-18 10:59:19 main:574] : INFO : Epoch 2039 | loss: 0.0311797 | val_loss: 0.0311799 | Time: 2995.25 ms [2022-01-18 10:59:22 main:574] : INFO : Epoch 2040 | loss: 0.0311762 | val_loss: 0.0311779 | Time: 3005.04 ms [2022-01-18 10:59:25 main:574] : INFO : Epoch 2041 | loss: 0.031174 | val_loss: 0.0311755 | Time: 2998.48 ms [2022-01-18 10:59:28 main:574] : INFO : Epoch 2042 | loss: 0.0311735 | val_loss: 0.0311763 | Time: 3001.57 ms [2022-01-18 10:59:31 main:574] : INFO : Epoch 2043 | loss: 0.0311726 | val_loss: 0.0311796 | Time: 3000.89 ms [2022-01-18 10:59:34 main:574] : INFO : Epoch 2044 | loss: 0.0311717 | val_loss: 0.031174 | Time: 2990.97 ms [2022-01-18 10:59:37 main:574] : INFO : Epoch 2045 | loss: 0.031169 | val_loss: 0.031174 | Time: 2999.1 ms [2022-01-18 10:59:40 main:574] : INFO : Epoch 2046 | loss: 0.0311685 | val_loss: 0.0311749 | Time: 3007.03 ms [2022-01-18 10:59:43 main:574] : INFO : Epoch 2047 | loss: 0.0311668 | val_loss: 0.0311748 | Time: 2990.83 ms [2022-01-18 10:59:46 main:574] : INFO : Epoch 2048 | loss: 0.0311683 | val_loss: 0.0311756 | Time: 3001.92 ms [2022-01-18 10:59:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311756 [2022-01-18 10:59:46 main:603] : INFO : Saving end state to config to file [2022-01-18 10:59:46 main:608] : INFO : Success, exiting.. 10:59:46 (17944): 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)