Task 14550672
| Name | ParityModified-1647047493-25770-3-0_0 |
| Workunit | 11575604 |
| Created | 8 Apr 2022, 15:07:39 UTC |
| Sent | 10 Apr 2022, 17:58:09 UTC |
| Report deadline | 18 Apr 2022, 17:58:09 UTC |
| Received | 11 Apr 2022, 19:56:58 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21344 |
| Run time | 1 hours 43 min 50 sec |
| CPU time | 1 hours 34 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311596 | val_loss: 0.0311679 | Time: 2986.27 ms [2022-04-11 09:58:50 main:574] : INFO : Epoch 1543 | loss: 0.0311588 | val_loss: 0.0311675 | Time: 3111.13 ms [2022-04-11 09:58:54 main:574] : INFO : Epoch 1544 | loss: 0.0311595 | val_loss: 0.0311679 | Time: 3023.01 ms [2022-04-11 09:58:57 main:574] : INFO : Epoch 1545 | loss: 0.0311595 | val_loss: 0.0311669 | Time: 3025.55 ms [2022-04-11 09:59:00 main:574] : INFO : Epoch 1546 | loss: 0.0311582 | val_loss: 0.031167 | Time: 3016.21 ms [2022-04-11 09:59:03 main:574] : INFO : Epoch 1547 | loss: 0.0311579 | val_loss: 0.0311662 | Time: 3046.81 ms [2022-04-11 09:59:06 main:574] : INFO : Epoch 1548 | loss: 0.0311591 | val_loss: 0.0311663 | Time: 3038.15 ms [2022-04-11 09:59:09 main:574] : INFO : Epoch 1549 | loss: 0.0311586 | val_loss: 0.031166 | Time: 3038.48 ms [2022-04-11 09:59:12 main:574] : INFO : Epoch 1550 | loss: 0.0311588 | val_loss: 0.0311669 | Time: 3019.13 ms [2022-04-11 09:59:15 main:574] : INFO : Epoch 1551 | loss: 0.0311592 | val_loss: 0.0311657 | Time: 2992.67 ms [2022-04-11 09:59:18 main:574] : INFO : Epoch 1552 | loss: 0.0311574 | val_loss: 0.0311654 | Time: 2976.81 ms [2022-04-11 09:59:21 main:574] : INFO : Epoch 1553 | loss: 0.0311576 | val_loss: 0.031164 | Time: 3011.03 ms [2022-04-11 09:59:24 main:574] : INFO : Epoch 1554 | loss: 0.0311583 | val_loss: 0.0311642 | Time: 3029.31 ms [2022-04-11 09:59:27 main:574] : INFO : Epoch 1555 | loss: 0.0311571 | val_loss: 0.0311648 | Time: 2992.94 ms [2022-04-11 09:59:30 main:574] : INFO : Epoch 1556 | loss: 0.0311571 | val_loss: 0.0311649 | Time: 2972.91 ms [2022-04-11 09:59:33 main:574] : INFO : Epoch 1557 | loss: 0.0311567 | val_loss: 0.0311648 | Time: 2918.9 ms [2022-04-11 09:59:36 main:574] : INFO : Epoch 1558 | loss: 0.0311568 | val_loss: 0.031164 | Time: 3059.48 ms [2022-04-11 09:59:39 main:574] : INFO : Epoch 1559 | loss: 0.031156 | val_loss: 0.0311638 | Time: 2998.46 ms [2022-04-11 09:59:42 main:574] : INFO : Epoch 1560 | loss: 0.031156 | val_loss: 0.0311649 | Time: 3045.06 ms [2022-04-11 09:59:45 main:574] : INFO : Epoch 1561 | loss: 0.0311565 | val_loss: 0.0311657 | Time: 2986.95 ms [2022-04-11 09:59:48 main:574] : INFO : Epoch 1562 | loss: 0.0311568 | val_loss: 0.0311653 | Time: 3021.88 ms [2022-04-11 09:59:51 main:574] : INFO : Epoch 1563 | loss: 0.0311629 | val_loss: 0.0311703 | Time: 2990.8 ms [2022-04-11 09:59:54 main:574] : INFO : Epoch 1564 | loss: 0.0311642 | val_loss: 0.0311709 | Time: 3001.91 ms [2022-04-11 09:59:57 main:574] : INFO : Epoch 1565 | loss: 0.0311631 | val_loss: 0.0311684 | Time: 3034.95 ms [2022-04-11 10:00:00 main:574] : INFO : Epoch 1566 | loss: 0.0311616 | val_loss: 0.0311669 | Time: 3070.95 ms [2022-04-11 10:00:03 main:574] : INFO : Epoch 1567 | loss: 0.0311599 | val_loss: 0.0311676 | Time: 3054.87 ms [2022-04-11 10:00:06 main:574] : INFO : Epoch 1568 | loss: 0.0311596 | val_loss: 0.0311712 | Time: 3028.23 ms [2022-04-11 10:00:09 main:574] : INFO : Epoch 1569 | loss: 0.0311589 | val_loss: 0.0311664 | Time: 2999.92 ms [2022-04-11 10:00:12 main:574] : INFO : Epoch 1570 | loss: 0.0311574 | val_loss: 0.0311644 | Time: 2966.48 ms [2022-04-11 10:00:15 main:574] : INFO : Epoch 1571 | loss: 0.0311562 | val_loss: 0.0311646 | Time: 2982.13 ms [2022-04-11 10:00:18 main:574] : INFO : Epoch 1572 | loss: 0.0311562 | val_loss: 0.0311647 | Time: 3030.9 ms [2022-04-11 10:00:21 main:574] : INFO : Epoch 1573 | loss: 0.031157 | val_loss: 0.0311666 | Time: 3064.58 ms [2022-04-11 10:00:24 main:574] : INFO : Epoch 1574 | loss: 0.0311567 | val_loss: 0.0311646 | Time: 3039.41 ms [2022-04-11 10:00:27 main:574] : INFO : Epoch 1575 | loss: 0.0311557 | val_loss: 0.0311646 | Time: 3034.05 ms [2022-04-11 10:00:30 main:574] : INFO : Epoch 1576 | loss: 0.0311553 | val_loss: 0.0311637 | Time: 3015.05 ms [2022-04-11 10:00:33 main:574] : INFO : Epoch 1577 | loss: 0.0311549 | val_loss: 0.0311639 | Time: 3117.17 ms [2022-04-11 10:00:36 main:574] : INFO : Epoch 1578 | loss: 0.0311556 | val_loss: 0.0311647 | Time: 2923.63 ms [2022-04-11 10:00:39 main:574] : INFO : Epoch 1579 | loss: 0.0311554 | val_loss: 0.0311637 | Time: 3106.76 ms [2022-04-11 10:00:43 main:574] : INFO : Epoch 1580 | loss: 0.0311542 | val_loss: 0.0311639 | Time: 3359.06 ms [2022-04-11 10:00:46 main:574] : INFO : Epoch 1581 | loss: 0.0311551 | val_loss: 0.0311632 | Time: 3303.47 ms [2022-04-11 10:34:53 main:574] : INFO : Epoch 1582 | loss: 0.0311538 | val_loss: 0.0311636 | Time: 2.047e+06 ms [2022-04-11 10:34:56 main:574] : INFO : Epoch 1583 | loss: 0.0311537 | val_loss: 0.0311636 | Time: 3039.68 ms [2022-04-11 10:34:59 main:574] : INFO : Epoch 1584 | loss: 0.0311537 | val_loss: 0.031165 | Time: 3040.22 ms [2022-04-11 10:35:13 main:574] : INFO : Epoch 1585 | loss: 0.0311545 | val_loss: 0.0311669 | Time: 13442.8 ms [2022-04-11 10:35:16 main:574] : INFO : Epoch 1586 | loss: 0.0311549 | val_loss: 0.0311633 | Time: 3122.5 ms [2022-04-11 10:35:19 main:574] : INFO : Epoch 1587 | loss: 0.0311533 | val_loss: 0.0311632 | Time: 3020.01 ms [2022-04-11 10:35:22 main:574] : INFO : Epoch 1588 | loss: 0.0311533 | val_loss: 0.031163 | Time: 3098.09 ms [2022-04-11 10:35:35 main:574] : INFO : Epoch 1589 | loss: 0.0311537 | val_loss: 0.0311632 | Time: 13470.2 ms [2022-04-11 10:35:38 main:574] : INFO : Epoch 1590 | loss: 0.031155 | val_loss: 0.0311638 | Time: 3073.09 ms [2022-04-11 10:35:41 main:574] : INFO : Epoch 1591 | loss: 0.031153 | val_loss: 0.0311631 | Time: 3080.46 ms [2022-04-11 10:41:27 main:574] : INFO : Epoch 1592 | loss: 0.0311524 | val_loss: 0.0311625 | Time: 345640 ms [2022-04-11 10:41:30 main:574] : INFO : Epoch 1593 | loss: 0.0311526 | val_loss: 0.0311633 | Time: 2952.78 ms [2022-04-11 10:41:33 main:574] : INFO : Epoch 1594 | loss: 0.0311556 | val_loss: 0.0311667 | Time: 3038.15 ms [2022-04-11 10:41:36 main:574] : INFO : Epoch 1595 | loss: 0.0311563 | val_loss: 0.0311654 | Time: 3064.82 ms [2022-04-11 10:41:39 main:574] : INFO : Epoch 1596 | loss: 0.0311551 | val_loss: 0.0311645 | Time: 3135.63 ms [2022-04-11 10:41:42 main:574] : INFO : Epoch 1597 | loss: 0.0311546 | val_loss: 0.0311644 | Time: 3019.63 ms [2022-04-11 10:41:45 main:574] : INFO : Epoch 1598 | loss: 0.0311539 | val_loss: 0.0311649 | Time: 3020.42 ms [2022-04-11 10:41:49 main:574] : INFO : Epoch 1599 | loss: 0.0311542 | val_loss: 0.0311654 | Time: 3141.76 ms [2022-04-11 10:41:52 main:574] : INFO : Epoch 1600 | loss: 0.0311565 | val_loss: 0.0311664 | Time: 3065.16 ms [2022-04-11 10:41:55 main:574] : INFO : Epoch 1601 | loss: 0.0311542 | val_loss: 0.0311646 | Time: 3005.02 ms [2022-04-11 10:41:58 main:574] : INFO : Epoch 1602 | loss: 0.0311547 | val_loss: 0.0311651 | Time: 3044.78 ms [2022-04-11 10:42:01 main:574] : INFO : Epoch 1603 | loss: 0.031155 | val_loss: 0.0311648 | Time: 3062.92 ms [2022-04-11 10:42:04 main:574] : INFO : Epoch 1604 | loss: 0.0311542 | val_loss: 0.031166 | Time: 3208.46 ms [2022-04-11 10:42:07 main:574] : INFO : Epoch 1605 | loss: 0.0311545 | val_loss: 0.0311658 | Time: 3143.4 ms [2022-04-11 10:42:10 main:574] : INFO : Epoch 1606 | loss: 0.0311539 | val_loss: 0.0311652 | Time: 3262.69 ms [2022-04-11 10:42:14 main:574] : INFO : Epoch 1607 | loss: 0.0311535 | val_loss: 0.0311643 | Time: 3212.98 ms [2022-04-11 10:42:17 main:574] : INFO : Epoch 1608 | loss: 0.0311539 | val_loss: 0.031166 | Time: 3101.92 ms [2022-04-11 10:42:20 main:574] : INFO : Epoch 1609 | loss: 0.0311539 | val_loss: 0.0311643 | Time: 3297.49 ms [2022-04-11 10:42:23 main:574] : INFO : Epoch 1610 | loss: 0.0311544 | val_loss: 0.0311673 | Time: 3159.7 ms [2022-04-11 10:42:26 main:574] : INFO : Epoch 1611 | loss: 0.0311562 | val_loss: 0.0311661 | Time: 3178.98 ms [2022-04-11 10:42:29 main:574] : INFO : Epoch 1612 | loss: 0.0311554 | val_loss: 0.0311652 | Time: 3142.92 ms [2022-04-11 10:42:33 main:574] : INFO : Epoch 1613 | loss: 0.0311575 | val_loss: 0.0311657 | Time: 3073.6 ms [2022-04-11 10:42:36 main:574] : INFO : Epoch 1614 | loss: 0.0311536 | val_loss: 0.0311634 | Time: 3301.02 ms [2022-04-11 10:42:39 main:574] : INFO : Epoch 1615 | loss: 0.0311537 | val_loss: 0.0311654 | Time: 3082.98 ms [2022-04-11 10:42:42 main:574] : INFO : Epoch 1616 | loss: 0.0311563 | val_loss: 0.0311708 | Time: 3006.83 ms [2022-04-11 10:42:45 main:574] : INFO : Epoch 1617 | loss: 0.0311541 | val_loss: 0.0311657 | Time: 3014.65 ms [2022-04-11 10:42:48 main:574] : INFO : Epoch 1618 | loss: 0.0311528 | val_loss: 0.0311641 | Time: 3000.33 ms [2022-04-11 10:42:51 main:574] : INFO : Epoch 1619 | loss: 0.0311522 | val_loss: 0.0311653 | Time: 3020.6 ms [2022-04-11 10:42:54 main:574] : INFO : Epoch 1620 | loss: 0.0311524 | val_loss: 0.0311643 | Time: 2999.33 ms [2022-04-11 10:42:57 main:574] : INFO : Epoch 1621 | loss: 0.0311528 | val_loss: 0.0311632 | Time: 2986.46 ms [2022-04-11 10:43:00 main:574] : INFO : Epoch 1622 | loss: 0.0311527 | val_loss: 0.0311618 | Time: 3050.96 ms [2022-04-11 10:43:03 main:574] : INFO : Epoch 1623 | loss: 0.0311545 | val_loss: 0.031166 | Time: 3009.44 ms [2022-04-11 10:43:06 main:574] : INFO : Epoch 1624 | loss: 0.0311531 | val_loss: 0.031163 | Time: 3030.22 ms [2022-04-11 10:43:09 main:574] : INFO : Epoch 1625 | loss: 0.031152 | val_loss: 0.0311619 | Time: 3041.99 ms [2022-04-11 10:43:12 main:574] : INFO : Epoch 1626 | loss: 0.0311519 | val_loss: 0.0311631 | Time: 2997.29 ms [2022-04-11 10:43:15 main:574] : INFO : Epoch 1627 | loss: 0.0311525 | val_loss: 0.0311664 | Time: 2982.46 ms [2022-04-11 10:43:18 main:574] : INFO : Epoch 1628 | loss: 0.0311521 | val_loss: 0.0311633 | Time: 3087.94 ms [2022-04-11 10:43:21 main:574] : INFO : Epoch 1629 | loss: 0.0311523 | val_loss: 0.0311646 | Time: 2997.17 ms [2022-04-11 10:43:24 main:574] : INFO : Epoch 1630 | loss: 0.0311522 | val_loss: 0.0311652 | Time: 2940.37 ms [2022-04-11 10:43:27 main:574] : INFO : Epoch 1631 | loss: 0.0311527 | val_loss: 0.0311657 | Time: 2961.33 ms [2022-04-11 10:43:30 main:574] : INFO : Epoch 1632 | loss: 0.0311532 | val_loss: 0.0311652 | Time: 2976.38 ms [2022-04-11 10:43:33 main:574] : INFO : Epoch 1633 | loss: 0.0311522 | val_loss: 0.0311653 | Time: 3025.95 ms [2022-04-11 10:43:36 main:574] : INFO : Epoch 1634 | loss: 0.0311517 | val_loss: 0.0311643 | Time: 3019.93 ms [2022-04-11 10:43:39 main:574] : INFO : Epoch 1635 | loss: 0.0311553 | val_loss: 0.031168 | Time: 3023.47 ms [2022-04-11 10:43:42 main:574] : INFO : Epoch 1636 | loss: 0.0311527 | val_loss: 0.0311639 | Time: 3062.45 ms [2022-04-11 10:43:45 main:574] : INFO : Epoch 1637 | loss: 0.0311515 | val_loss: 0.0311653 | Time: 2987.31 ms [2022-04-11 10:43:48 main:574] : INFO : Epoch 1638 | loss: 0.0311535 | val_loss: 0.0311647 | Time: 3054.67 ms [2022-04-11 10:43:51 main:574] : INFO : Epoch 1639 | loss: 0.0311522 | val_loss: 0.0311633 | Time: 2987.21 ms [2022-04-11 10:43:54 main:574] : INFO : Epoch 1640 | loss: 0.0311538 | val_loss: 0.0311641 | Time: 2974.68 ms [2022-04-11 10:43:57 main:574] : INFO : Epoch 1641 | loss: 0.0311527 | val_loss: 0.0311639 | Time: 3007.35 ms [2022-04-11 10:44:00 main:574] : INFO : Epoch 1642 | loss: 0.0311521 | val_loss: 0.0311655 | Time: 3139.98 ms [2022-04-11 10:44:03 main:574] : INFO : Epoch 1643 | loss: 0.0311529 | val_loss: 0.031168 | Time: 3056.39 ms [2022-04-11 10:44:06 main:574] : INFO : Epoch 1644 | loss: 0.0311551 | val_loss: 0.0311655 | Time: 2951.28 ms [2022-04-11 10:44:10 main:574] : INFO : Epoch 1645 | loss: 0.0311571 | val_loss: 0.0311645 | Time: 3109.52 ms [2022-04-11 10:44:13 main:574] : INFO : Epoch 1646 | loss: 0.0311565 | val_loss: 0.0311638 | Time: 3002.59 ms [2022-04-11 10:44:16 main:574] : INFO : Epoch 1647 | loss: 0.0311546 | val_loss: 0.031163 | Time: 3152.74 ms [2022-04-11 10:44:19 main:574] : INFO : Epoch 1648 | loss: 0.0311536 | val_loss: 0.0311617 | Time: 3043.2 ms [2022-04-11 10:44:22 main:574] : INFO : Epoch 1649 | loss: 0.0311524 | val_loss: 0.0311627 | Time: 3055.7 ms [2022-04-11 10:44:25 main:574] : INFO : Epoch 1650 | loss: 0.0311529 | val_loss: 0.031162 | Time: 3069.62 ms [2022-04-11 10:44:28 main:574] : INFO : Epoch 1651 | loss: 0.0311535 | val_loss: 0.0311639 | Time: 3002.03 ms [2022-04-11 10:44:31 main:574] : INFO : Epoch 1652 | loss: 0.0311523 | val_loss: 0.0311621 | Time: 3019.4 ms [2022-04-11 10:44:34 main:574] : INFO : Epoch 1653 | loss: 0.0311507 | val_loss: 0.0311618 | Time: 2975.54 ms [2022-04-11 10:44:37 main:574] : INFO : Epoch 1654 | loss: 0.0311523 | val_loss: 0.0311634 | Time: 3025.83 ms [2022-04-11 10:44:40 main:574] : INFO : Epoch 1655 | loss: 0.0311512 | val_loss: 0.0311646 | Time: 3020.57 ms [2022-04-11 10:44:43 main:574] : INFO : Epoch 1656 | loss: 0.0311504 | val_loss: 0.0311654 | Time: 3033.08 ms [2022-04-11 10:44:46 main:574] : INFO : Epoch 1657 | loss: 0.0311521 | val_loss: 0.0311626 | Time: 2974.8 ms [2022-04-11 10:44:49 main:574] : INFO : Epoch 1658 | loss: 0.0311531 | val_loss: 0.0311634 | Time: 2977 ms [2022-04-11 10:44:52 main:574] : INFO : Epoch 1659 | loss: 0.0311514 | val_loss: 0.0311633 | Time: 2947.68 ms [2022-04-11 10:44:55 main:574] : INFO : Epoch 1660 | loss: 0.0311501 | val_loss: 0.0311624 | Time: 3088.61 ms [2022-04-11 10:44:58 main:574] : INFO : Epoch 1661 | loss: 0.0311495 | val_loss: 0.0311657 | Time: 3037.84 ms [2022-04-11 10:45:01 main:574] : INFO : Epoch 1662 | loss: 0.0311502 | val_loss: 0.0311624 | Time: 3090.37 ms [2022-04-11 10:45:04 main:574] : INFO : Epoch 1663 | loss: 0.0311498 | val_loss: 0.0311613 | Time: 3085.21 ms [2022-04-11 10:45:07 main:574] : INFO : Epoch 1664 | loss: 0.0311497 | val_loss: 0.0311625 | Time: 3026.39 ms [2022-04-11 10:45:10 main:574] : INFO : Epoch 1665 | loss: 0.031149 | val_loss: 0.0311637 | Time: 3043.56 ms [2022-04-11 10:45:13 main:574] : INFO : Epoch 1666 | loss: 0.0311479 | val_loss: 0.0311658 | Time: 2992.2 ms [2022-04-11 10:45:16 main:574] : INFO : Epoch 1667 | loss: 0.03115 | val_loss: 0.0311615 | Time: 2975.44 ms [2022-04-11 10:45:19 main:574] : INFO : Epoch 1668 | loss: 0.0311497 | val_loss: 0.0311631 | Time: 2987.26 ms [2022-04-11 10:45:22 main:574] : INFO : Epoch 1669 | loss: 0.0311471 | val_loss: 0.0311621 | Time: 3054.6 ms [2022-04-11 10:45:25 main:574] : INFO : Epoch 1670 | loss: 0.0311469 | val_loss: 0.0311644 | Time: 3094.36 ms [2022-04-11 10:45:28 main:574] : INFO : Epoch 1671 | loss: 0.0311487 | val_loss: 0.0311613 | Time: 3104.66 ms [2022-04-11 10:45:31 main:574] : INFO : Epoch 1672 | loss: 0.0311484 | val_loss: 0.0311633 | Time: 3004.29 ms [2022-04-11 10:45:35 main:574] : INFO : Epoch 1673 | loss: 0.0311505 | val_loss: 0.0311612 | Time: 3110.21 ms [2022-04-11 10:45:38 main:574] : INFO : Epoch 1674 | loss: 0.0311479 | val_loss: 0.031165 | Time: 2964.63 ms [2022-04-11 10:45:41 main:574] : INFO : Epoch 1675 | loss: 0.0311473 | val_loss: 0.0311629 | Time: 3034.48 ms [2022-04-11 10:45:44 main:574] : INFO : Epoch 1676 | loss: 0.0311495 | val_loss: 0.0311653 | Time: 3033.99 ms [2022-04-11 10:45:47 main:574] : INFO : Epoch 1677 | loss: 0.0311495 | val_loss: 0.0311696 | Time: 3000.89 ms [2022-04-11 10:45:50 main:574] : INFO : Epoch 1678 | loss: 0.0311507 | val_loss: 0.0311664 | Time: 3056.6 ms [2022-04-11 10:45:53 main:574] : INFO : Epoch 1679 | loss: 0.031149 | val_loss: 0.0311635 | Time: 3038.86 ms [2022-04-11 10:45:56 main:574] : INFO : Epoch 1680 | loss: 0.031147 | val_loss: 0.0311649 | Time: 3066.55 ms [2022-04-11 10:45:59 main:574] : INFO : Epoch 1681 | loss: 0.0311462 | val_loss: 0.0311659 | Time: 3056.35 ms [2022-04-11 10:46:02 main:574] : INFO : Epoch 1682 | loss: 0.03115 | val_loss: 0.0311689 | Time: 3034.84 ms [2022-04-11 10:46:05 main:574] : INFO : Epoch 1683 | loss: 0.0311498 | val_loss: 0.0311652 | Time: 2998.77 ms [2022-04-11 10:46:08 main:574] : INFO : Epoch 1684 | loss: 0.0311482 | val_loss: 0.0311641 | Time: 3102.8 ms [2022-04-11 10:46:11 main:574] : INFO : Epoch 1685 | loss: 0.0311504 | val_loss: 0.0311684 | Time: 3047.4 ms [2022-04-11 10:46:14 main:574] : INFO : Epoch 1686 | loss: 0.0311497 | val_loss: 0.031163 | Time: 3014.7 ms [2022-04-11 10:46:17 main:574] : INFO : Epoch 1687 | loss: 0.0311476 | val_loss: 0.0311614 | Time: 2996.03 ms [2022-04-11 10:46:20 main:574] : INFO : Epoch 1688 | loss: 0.0311466 | val_loss: 0.0311621 | Time: 3099.06 ms [2022-04-11 10:46:23 main:574] : INFO : Epoch 1689 | loss: 0.0311522 | val_loss: 0.031165 | Time: 3011.34 ms [2022-04-11 10:46:26 main:574] : INFO : Epoch 1690 | loss: 0.031156 | val_loss: 0.0311648 | Time: 3017.4 ms [2022-04-11 10:46:29 main:574] : INFO : Epoch 1691 | loss: 0.0311518 | val_loss: 0.0311645 | Time: 3017.56 ms [2022-04-11 10:46:32 main:574] : INFO : Epoch 1692 | loss: 0.0311502 | val_loss: 0.0311658 | Time: 3024.84 ms [2022-04-11 10:46:35 main:574] : INFO : Epoch 1693 | loss: 0.0311498 | val_loss: 0.0311656 | Time: 3069.35 ms [2022-04-11 10:46:38 main:574] : INFO : Epoch 1694 | loss: 0.0311487 | val_loss: 0.0311622 | Time: 3011.99 ms [2022-04-11 10:46:41 main:574] : INFO : Epoch 1695 | loss: 0.0311474 | val_loss: 0.0311671 | Time: 3068.52 ms [2022-04-11 10:46:44 main:574] : INFO : Epoch 1696 | loss: 0.0311504 | val_loss: 0.0311668 | Time: 2999.96 ms [2022-04-11 10:46:47 main:574] : INFO : Epoch 1697 | loss: 0.0311481 | val_loss: 0.0311641 | Time: 2968.26 ms [2022-04-11 10:46:50 main:574] : INFO : Epoch 1698 | loss: 0.0311468 | val_loss: 0.0311659 | Time: 3037.31 ms [2022-04-11 10:46:53 main:574] : INFO : Epoch 1699 | loss: 0.0311492 | val_loss: 0.0311676 | Time: 3012.61 ms [2022-04-11 10:46:56 main:574] : INFO : Epoch 1700 | loss: 0.0311474 | val_loss: 0.0311612 | Time: 2995 ms [2022-04-11 10:47:00 main:574] : INFO : Epoch 1701 | loss: 0.0311493 | val_loss: 0.031167 | Time: 3091.96 ms [2022-04-11 10:47:03 main:574] : INFO : Epoch 1702 | loss: 0.0311511 | val_loss: 0.031163 | Time: 3017.57 ms [2022-04-11 10:47:06 main:574] : INFO : Epoch 1703 | loss: 0.0311477 | val_loss: 0.0311636 | Time: 3059.48 ms [2022-04-11 10:47:09 main:574] : INFO : Epoch 1704 | loss: 0.0311463 | val_loss: 0.0311622 | Time: 3041.58 ms [2022-04-11 10:47:12 main:574] : INFO : Epoch 1705 | loss: 0.0311463 | val_loss: 0.0311697 | Time: 3113.22 ms [2022-04-11 10:47:15 main:574] : INFO : Epoch 1706 | loss: 0.0311476 | val_loss: 0.031162 | Time: 3001.17 ms [2022-04-11 10:47:18 main:574] : INFO : Epoch 1707 | loss: 0.0311482 | val_loss: 0.0311636 | Time: 2971.77 ms [2022-04-11 10:47:21 main:574] : INFO : Epoch 1708 | loss: 0.03115 | val_loss: 0.0311658 | Time: 2986.68 ms [2022-04-11 10:47:24 main:574] : INFO : Epoch 1709 | loss: 0.0311506 | val_loss: 0.0311724 | Time: 3080.11 ms [2022-04-11 10:47:27 main:574] : INFO : Epoch 1710 | loss: 0.0311521 | val_loss: 0.0311664 | Time: 3052.11 ms [2022-04-11 10:47:30 main:574] : INFO : Epoch 1711 | loss: 0.0311476 | val_loss: 0.0311639 | Time: 3077.84 ms [2022-04-11 10:47:33 main:574] : INFO : Epoch 1712 | loss: 0.0311456 | val_loss: 0.0311633 | Time: 3065.77 ms [2022-04-11 10:47:36 main:574] : INFO : Epoch 1713 | loss: 0.0311455 | val_loss: 0.0311626 | Time: 3047.05 ms [2022-04-11 10:47:39 main:574] : INFO : Epoch 1714 | loss: 0.0311447 | val_loss: 0.0311652 | Time: 2977.87 ms [2022-04-11 10:47:42 main:574] : INFO : Epoch 1715 | loss: 0.0311478 | val_loss: 0.0311627 | Time: 3050.08 ms [2022-04-11 10:47:45 main:574] : INFO : Epoch 1716 | loss: 0.0311477 | val_loss: 0.0311709 | Time: 3036.89 ms [2022-04-11 10:47:48 main:574] : INFO : Epoch 1717 | loss: 0.0311494 | val_loss: 0.0311659 | Time: 2988.88 ms [2022-04-11 10:47:51 main:574] : INFO : Epoch 1718 | loss: 0.0311499 | val_loss: 0.0311625 | Time: 3020.59 ms [2022-04-11 10:47:54 main:574] : INFO : Epoch 1719 | loss: 0.0311468 | val_loss: 0.0311649 | Time: 3040.81 ms [2022-04-11 10:47:57 main:574] : INFO : Epoch 1720 | loss: 0.0311494 | val_loss: 0.031169 | Time: 3036.76 ms [2022-04-11 10:48:00 main:574] : INFO : Epoch 1721 | loss: 0.031148 | val_loss: 0.0311759 | Time: 3053.36 ms [2022-04-11 10:48:03 main:574] : INFO : Epoch 1722 | loss: 0.0311505 | val_loss: 0.0311661 | Time: 3107.6 ms [2022-04-11 10:48:07 main:574] : INFO : Epoch 1723 | loss: 0.0311467 | val_loss: 0.0311639 | Time: 3065.17 ms [2022-04-11 10:48:10 main:574] : INFO : Epoch 1724 | loss: 0.0311519 | val_loss: 0.0311647 | Time: 2984.57 ms [2022-04-11 10:48:13 main:574] : INFO : Epoch 1725 | loss: 0.0311496 | val_loss: 0.0311673 | Time: 3023.35 ms [2022-04-11 10:48:16 main:574] : INFO : Epoch 1726 | loss: 0.0311538 | val_loss: 0.031174 | Time: 3058.7 ms [2022-04-11 10:48:19 main:574] : INFO : Epoch 1727 | loss: 0.0311543 | val_loss: 0.0311624 | Time: 3005.01 ms [2022-04-11 10:48:22 main:574] : INFO : Epoch 1728 | loss: 0.0311483 | val_loss: 0.0311647 | Time: 3079.6 ms [2022-04-11 10:48:25 main:574] : INFO : Epoch 1729 | loss: 0.0311477 | val_loss: 0.0311658 | Time: 3063.99 ms [2022-04-11 10:48:28 main:574] : INFO : Epoch 1730 | loss: 0.0311488 | val_loss: 0.0311805 | Time: 2992.87 ms [2022-04-11 10:48:31 main:574] : INFO : Epoch 1731 | loss: 0.0311489 | val_loss: 0.0311627 | Time: 3026.81 ms [2022-04-11 10:48:34 main:574] : INFO : Epoch 1732 | loss: 0.031146 | val_loss: 0.0311652 | Time: 3015.92 ms [2022-04-11 10:48:37 main:574] : INFO : Epoch 1733 | loss: 0.0311476 | val_loss: 0.0311679 | Time: 3173.32 ms [2022-04-11 10:48:40 main:574] : INFO : Epoch 1734 | loss: 0.0311469 | val_loss: 0.0311642 | Time: 3023.62 ms [2022-04-11 10:48:43 main:574] : INFO : Epoch 1735 | loss: 0.0311463 | val_loss: 0.0311688 | Time: 3028.26 ms [2022-04-11 10:48:46 main:574] : INFO : Epoch 1736 | loss: 0.031148 | val_loss: 0.0311696 | Time: 3075.48 ms [2022-04-11 10:48:49 main:574] : INFO : Epoch 1737 | loss: 0.031147 | val_loss: 0.0311645 | Time: 3063.37 ms [2022-04-11 10:48:52 main:574] : INFO : Epoch 1738 | loss: 0.0311463 | val_loss: 0.0311663 | Time: 3068.05 ms [2022-04-11 10:48:55 main:574] : INFO : Epoch 1739 | loss: 0.0311489 | val_loss: 0.0311662 | Time: 2977.26 ms [2022-04-11 10:48:58 main:574] : INFO : Epoch 1740 | loss: 0.0311481 | val_loss: 0.0311682 | Time: 3060.03 ms [2022-04-11 10:49:01 main:574] : INFO : Epoch 1741 | loss: 0.0311474 | val_loss: 0.0311648 | Time: 3050.78 ms [2022-04-11 10:49:04 main:574] : INFO : Epoch 1742 | loss: 0.0311468 | val_loss: 0.0311644 | Time: 3032.95 ms [2022-04-11 10:49:07 main:574] : INFO : Epoch 1743 | loss: 0.0311459 | val_loss: 0.0311647 | Time: 3059.14 ms [2022-04-11 10:49:10 main:574] : INFO : Epoch 1744 | loss: 0.0311478 | val_loss: 0.0311696 | Time: 2901.75 ms [2022-04-11 10:49:13 main:574] : INFO : Epoch 1745 | loss: 0.0311502 | val_loss: 0.0311689 | Time: 2979.03 ms [2022-04-11 10:49:16 main:574] : INFO : Epoch 1746 | loss: 0.0311474 | val_loss: 0.0311663 | Time: 2911.45 ms [2022-04-11 10:49:19 main:574] : INFO : Epoch 1747 | loss: 0.0311454 | val_loss: 0.0311663 | Time: 2873.52 ms [2022-04-11 10:49:22 main:574] : INFO : Epoch 1748 | loss: 0.0311456 | val_loss: 0.0311644 | Time: 2993.42 ms [2022-04-11 10:49:25 main:574] : INFO : Epoch 1749 | loss: 0.0311462 | val_loss: 0.0311679 | Time: 2886.55 ms [2022-04-11 10:49:28 main:574] : INFO : Epoch 1750 | loss: 0.0311477 | val_loss: 0.0311629 | Time: 2865.77 ms [2022-04-11 10:49:31 main:574] : INFO : Epoch 1751 | loss: 0.0311452 | val_loss: 0.0311638 | Time: 2895.69 ms [2022-04-11 10:49:34 main:574] : INFO : Epoch 1752 | loss: 0.0311446 | val_loss: 0.0311652 | Time: 2994.75 ms [2022-04-11 10:49:37 main:574] : INFO : Epoch 1753 | loss: 0.031145 | val_loss: 0.0311665 | Time: 3012.13 ms [2022-04-11 10:49:40 main:574] : INFO : Epoch 1754 | loss: 0.0311445 | val_loss: 0.0311659 | Time: 2994.7 ms [2022-04-11 10:49:43 main:574] : INFO : Epoch 1755 | loss: 0.0311436 | val_loss: 0.0311646 | Time: 2936.28 ms [2022-04-11 10:49:46 main:574] : INFO : Epoch 1756 | loss: 0.0311426 | val_loss: 0.0311637 | Time: 2928.79 ms [2022-04-11 10:49:49 main:574] : INFO : Epoch 1757 | loss: 0.0311431 | val_loss: 0.0311639 | Time: 2830 ms [2022-04-11 10:49:52 main:574] : INFO : Epoch 1758 | loss: 0.0311429 | val_loss: 0.0311655 | Time: 3000.45 ms [2022-04-11 10:49:54 main:574] : INFO : Epoch 1759 | loss: 0.0311433 | val_loss: 0.0311651 | Time: 2928.74 ms [2022-04-11 10:49:57 main:574] : INFO : Epoch 1760 | loss: 0.0311431 | val_loss: 0.0311646 | Time: 2897.59 ms [2022-04-11 10:50:00 main:574] : INFO : Epoch 1761 | loss: 0.0311421 | val_loss: 0.0311657 | Time: 2988.32 ms [2022-04-11 10:50:03 main:574] : INFO : Epoch 1762 | loss: 0.0311408 | val_loss: 0.0311654 | Time: 2952.92 ms [2022-04-11 10:50:06 main:574] : INFO : Epoch 1763 | loss: 0.0311459 | val_loss: 0.0311742 | Time: 2843.89 ms [2022-04-11 10:50:09 main:574] : INFO : Epoch 1764 | loss: 0.0311434 | val_loss: 0.0311669 | Time: 2876.56 ms [2022-04-11 10:50:12 main:574] : INFO : Epoch 1765 | loss: 0.0311441 | val_loss: 0.0311681 | Time: 2912.6 ms [2022-04-11 10:50:15 main:574] : INFO : Epoch 1766 | loss: 0.0311435 | val_loss: 0.0311662 | Time: 2981.56 ms [2022-04-11 10:50:18 main:574] : INFO : Epoch 1767 | loss: 0.0311436 | val_loss: 0.0311667 | Time: 3033.39 ms [2022-04-11 10:50:21 main:574] : INFO : Epoch 1768 | loss: 0.0311419 | val_loss: 0.031166 | Time: 2905.57 ms [2022-04-11 10:50:24 main:574] : INFO : Epoch 1769 | loss: 0.0311438 | val_loss: 0.0311672 | Time: 2955.89 ms [2022-04-11 10:50:27 main:574] : INFO : Epoch 1770 | loss: 0.0311438 | val_loss: 0.0311662 | Time: 2873.96 ms [2022-04-11 10:50:30 main:574] : INFO : Epoch 1771 | loss: 0.0311432 | val_loss: 0.0311625 | Time: 2961.57 ms [2022-04-11 10:50:33 main:574] : INFO : Epoch 1772 | loss: 0.031142 | val_loss: 0.0311704 | Time: 2967.56 ms [2022-04-11 10:50:35 main:574] : INFO : Epoch 1773 | loss: 0.0311434 | val_loss: 0.0311686 | Time: 2850.51 ms [2022-04-11 10:50:38 main:574] : INFO : Epoch 1774 | loss: 0.0311427 | val_loss: 0.0311673 | Time: 2912.9 ms [2022-04-11 10:50:41 main:574] : INFO : Epoch 1775 | loss: 0.031142 | val_loss: 0.0311631 | Time: 2940.31 ms [2022-04-11 10:50:44 main:574] : INFO : Epoch 1776 | loss: 0.0311445 | val_loss: 0.0311612 | Time: 2919.36 ms [2022-04-11 10:50:47 main:574] : INFO : Epoch 1777 | loss: 0.0311429 | val_loss: 0.0311635 | Time: 2817.16 ms [2022-04-11 10:50:50 main:574] : INFO : Epoch 1778 | loss: 0.0311425 | val_loss: 0.0311648 | Time: 2973.95 ms [2022-04-11 10:50:53 main:574] : INFO : Epoch 1779 | loss: 0.0311425 | val_loss: 0.0311638 | Time: 2931.66 ms [2022-04-11 10:50:56 main:574] : INFO : Epoch 1780 | loss: 0.0311425 | val_loss: 0.0311627 | Time: 2859.34 ms [2022-04-11 10:50:59 main:574] : INFO : Epoch 1781 | loss: 0.0311415 | val_loss: 0.0311623 | Time: 2983.26 ms [2022-04-11 10:51:02 main:574] : INFO : Epoch 1782 | loss: 0.0311422 | val_loss: 0.0311629 | Time: 2999.75 ms [2022-04-11 10:51:05 main:574] : INFO : Epoch 1783 | loss: 0.0311429 | val_loss: 0.0311724 | Time: 2950.01 ms [2022-04-11 10:51:08 main:574] : INFO : Epoch 1784 | loss: 0.0311564 | val_loss: 0.031172 | Time: 3069.19 ms [2022-04-11 10:51:11 main:574] : INFO : Epoch 1785 | loss: 0.0311662 | val_loss: 0.0311726 | Time: 3067.73 ms [2022-04-11 10:51:14 main:574] : INFO : Epoch 1786 | loss: 0.0311605 | val_loss: 0.0311682 | Time: 2992.39 ms [2022-04-11 10:51:17 main:574] : INFO : Epoch 1787 | loss: 0.0311598 | val_loss: 0.031168 | Time: 2967.15 ms [2022-04-11 10:51:20 main:574] : INFO : Epoch 1788 | loss: 0.0311581 | val_loss: 0.0311666 | Time: 2999.03 ms [2022-04-11 10:51:23 main:574] : INFO : Epoch 1789 | loss: 0.0311537 | val_loss: 0.0311669 | Time: 3093.32 ms [2022-04-11 10:51:26 main:574] : INFO : Epoch 1790 | loss: 0.0311527 | val_loss: 0.0311634 | Time: 2981.92 ms [2022-04-11 10:51:29 main:574] : INFO : Epoch 1791 | loss: 0.0311516 | val_loss: 0.03117 | Time: 2997.84 ms [2022-04-11 10:51:32 main:574] : INFO : Epoch 1792 | loss: 0.0311509 | val_loss: 0.031163 | Time: 3057.83 ms [2022-04-11 10:51:35 main:574] : INFO : Epoch 1793 | loss: 0.0311496 | val_loss: 0.0311638 | Time: 3026.28 ms [2022-04-11 10:51:38 main:574] : INFO : Epoch 1794 | loss: 0.031149 | val_loss: 0.0311661 | Time: 3032.98 ms [2022-04-11 10:51:41 main:574] : INFO : Epoch 1795 | loss: 0.0311479 | val_loss: 0.0311708 | Time: 3015.63 ms [2022-04-11 10:51:44 main:574] : INFO : Epoch 1796 | loss: 0.0311475 | val_loss: 0.0311657 | Time: 3045.19 ms [2022-04-11 10:51:47 main:574] : INFO : Epoch 1797 | loss: 0.0311464 | val_loss: 0.0311674 | Time: 2989.95 ms [2022-04-11 10:51:50 main:574] : INFO : Epoch 1798 | loss: 0.0311507 | val_loss: 0.0311669 | Time: 3023.53 ms [2022-04-11 10:51:53 main:574] : INFO : Epoch 1799 | loss: 0.0311479 | val_loss: 0.0311646 | Time: 2952.67 ms [2022-04-11 10:51:56 main:574] : INFO : Epoch 1800 | loss: 0.031146 | val_loss: 0.0311667 | Time: 3020.3 ms [2022-04-11 10:51:59 main:574] : INFO : Epoch 1801 | loss: 0.0311466 | val_loss: 0.0311654 | Time: 3031.7 ms [2022-04-11 10:52:02 main:574] : INFO : Epoch 1802 | loss: 0.0311454 | val_loss: 0.0311668 | Time: 3075.44 ms [2022-04-11 10:52:05 main:574] : INFO : Epoch 1803 | loss: 0.0311453 | val_loss: 0.0311659 | Time: 3072.01 ms [2022-04-11 10:52:08 main:574] : INFO : Epoch 1804 | loss: 0.0311445 | val_loss: 0.0311696 | Time: 3027.3 ms [2022-04-11 10:52:11 main:574] : INFO : Epoch 1805 | loss: 0.0311503 | val_loss: 0.0311698 | Time: 3030.13 ms [2022-04-11 10:52:14 main:574] : INFO : Epoch 1806 | loss: 0.031149 | val_loss: 0.0311705 | Time: 3024.11 ms [2022-04-11 10:52:18 main:574] : INFO : Epoch 1807 | loss: 0.0311464 | val_loss: 0.0311699 | Time: 3067.07 ms [2022-04-11 10:52:21 main:574] : INFO : Epoch 1808 | loss: 0.031147 | val_loss: 0.0311685 | Time: 3099.57 ms [2022-04-11 10:52:24 main:574] : INFO : Epoch 1809 | loss: 0.0311505 | val_loss: 0.0311672 | Time: 2976.15 ms [2022-04-11 10:52:27 main:574] : INFO : Epoch 1810 | loss: 0.0311462 | val_loss: 0.0311651 | Time: 3101.78 ms [2022-04-11 10:52:30 main:574] : INFO : Epoch 1811 | loss: 0.0311454 | val_loss: 0.0311756 | Time: 3089.31 ms [2022-04-11 10:52:33 main:574] : INFO : Epoch 1812 | loss: 0.0311466 | val_loss: 0.031167 | Time: 3045.56 ms [2022-04-11 10:52:36 main:574] : INFO : Epoch 1813 | loss: 0.0311535 | val_loss: 0.0311746 | Time: 3011.02 ms [2022-04-11 10:52:39 main:574] : INFO : Epoch 1814 | loss: 0.0311477 | val_loss: 0.0311665 | Time: 2977.72 ms [2022-04-11 10:52:42 main:574] : INFO : Epoch 1815 | loss: 0.0311455 | val_loss: 0.0311671 | Time: 2996.02 ms [2022-04-11 10:52:45 main:574] : INFO : Epoch 1816 | loss: 0.0311467 | val_loss: 0.0311661 | Time: 3070.8 ms [2022-04-11 10:52:48 main:574] : INFO : Epoch 1817 | loss: 0.031147 | val_loss: 0.0311662 | Time: 3143.58 ms [2022-04-11 10:52:51 main:574] : INFO : Epoch 1818 | loss: 0.0311462 | val_loss: 0.0311683 | Time: 2998.45 ms [2022-04-11 10:52:54 main:574] : INFO : Epoch 1819 | loss: 0.0311474 | val_loss: 0.031164 | Time: 3174.53 ms [2022-04-11 10:52:57 main:574] : INFO : Epoch 1820 | loss: 0.031147 | val_loss: 0.0311667 | Time: 3065.67 ms [2022-04-11 10:53:00 main:574] : INFO : Epoch 1821 | loss: 0.0311449 | val_loss: 0.0311657 | Time: 3018.48 ms [2022-04-11 10:53:03 main:574] : INFO : Epoch 1822 | loss: 0.0311445 | val_loss: 0.031165 | Time: 3054.15 ms [2022-04-11 10:53:07 main:574] : INFO : Epoch 1823 | loss: 0.0311492 | val_loss: 0.0311666 | Time: 3060.72 ms [2022-04-11 10:53:10 main:574] : INFO : Epoch 1824 | loss: 0.0311493 | val_loss: 0.0311721 | Time: 3071.46 ms [2022-04-11 10:53:13 main:574] : INFO : Epoch 1825 | loss: 0.0311486 | val_loss: 0.0311641 | Time: 3104.6 ms [2022-04-11 10:53:16 main:574] : INFO : Epoch 1826 | loss: 0.0311457 | val_loss: 0.0311662 | Time: 3020.8 ms [2022-04-11 10:53:19 main:574] : INFO : Epoch 1827 | loss: 0.0311466 | val_loss: 0.0311693 | Time: 3011.78 ms [2022-04-11 10:53:22 main:574] : INFO : Epoch 1828 | loss: 0.0311457 | val_loss: 0.0311645 | Time: 3073.29 ms [2022-04-11 10:53:25 main:574] : INFO : Epoch 1829 | loss: 0.0311439 | val_loss: 0.0311652 | Time: 3014.55 ms [2022-04-11 10:53:28 main:574] : INFO : Epoch 1830 | loss: 0.0311449 | val_loss: 0.031165 | Time: 3055.14 ms [2022-04-11 10:53:31 main:574] : INFO : Epoch 1831 | loss: 0.031144 | val_loss: 0.0311631 | Time: 3008.26 ms [2022-04-11 10:53:34 main:574] : INFO : Epoch 1832 | loss: 0.0311459 | val_loss: 0.0311658 | Time: 3070.97 ms [2022-04-11 10:53:37 main:574] : INFO : Epoch 1833 | loss: 0.0311447 | val_loss: 0.0311662 | Time: 3100.97 ms [2022-04-11 10:53:40 main:574] : INFO : Epoch 1834 | loss: 0.031143 | val_loss: 0.0311684 | Time: 2927.57 ms [2022-04-11 10:53:43 main:574] : INFO : Epoch 1835 | loss: 0.0311449 | val_loss: 0.0311633 | Time: 3009.37 ms [2022-04-11 10:53:46 main:574] : INFO : Epoch 1836 | loss: 0.0311456 | val_loss: 0.0311725 | Time: 3054.72 ms [2022-04-11 10:53:49 main:574] : INFO : Epoch 1837 | loss: 0.031148 | val_loss: 0.0311623 | Time: 3082.94 ms [2022-04-11 10:53:52 main:574] : INFO : Epoch 1838 | loss: 0.0311441 | val_loss: 0.0311631 | Time: 3009.79 ms [2022-04-11 10:53:55 main:574] : INFO : Epoch 1839 | loss: 0.0311451 | val_loss: 0.0311629 | Time: 2955.11 ms [2022-04-11 10:53:58 main:574] : INFO : Epoch 1840 | loss: 0.0311451 | val_loss: 0.0311648 | Time: 2999.7 ms [2022-04-11 10:54:01 main:574] : INFO : Epoch 1841 | loss: 0.0311455 | val_loss: 0.0311612 | Time: 3047.45 ms [2022-04-11 10:54:04 main:574] : INFO : Epoch 1842 | loss: 0.0311444 | val_loss: 0.0311624 | Time: 3011.61 ms [2022-04-11 10:54:07 main:574] : INFO : Epoch 1843 | loss: 0.0311442 | val_loss: 0.0311611 | Time: 2999.14 ms [2022-04-11 10:54:10 main:574] : INFO : Epoch 1844 | loss: 0.0311425 | val_loss: 0.0311622 | Time: 3016.37 ms [2022-04-11 10:54:13 main:574] : INFO : Epoch 1845 | loss: 0.0311421 | val_loss: 0.031163 | Time: 3003.51 ms [2022-04-11 10:54:16 main:574] : INFO : Epoch 1846 | loss: 0.0311427 | val_loss: 0.0311615 | Time: 3031.45 ms [2022-04-11 10:54:19 main:574] : INFO : Epoch 1847 | loss: 0.0311433 | val_loss: 0.031165 | Time: 3136.17 ms [2022-04-11 10:54:22 main:574] : INFO : Epoch 1848 | loss: 0.0311443 | val_loss: 0.0311643 | Time: 2962.69 ms [2022-04-11 10:54:25 main:574] : INFO : Epoch 1849 | loss: 0.0311414 | val_loss: 0.0311657 | Time: 3078.12 ms [2022-04-11 10:54:29 main:574] : INFO : Epoch 1850 | loss: 0.0311408 | val_loss: 0.0311643 | Time: 3106.23 ms [2022-04-11 10:54:32 main:574] : INFO : Epoch 1851 | loss: 0.0311444 | val_loss: 0.0311682 | Time: 3091.58 ms [2022-04-11 10:54:35 main:574] : INFO : Epoch 1852 | loss: 0.0311458 | val_loss: 0.0311638 | Time: 3015.29 ms [2022-04-11 10:54:38 main:574] : INFO : Epoch 1853 | loss: 0.031143 | val_loss: 0.0311639 | Time: 3001.51 ms [2022-04-11 10:54:41 main:574] : INFO : Epoch 1854 | loss: 0.0311415 | val_loss: 0.0311607 | Time: 3014.23 ms [2022-04-11 10:54:44 main:574] : INFO : Epoch 1855 | loss: 0.0311441 | val_loss: 0.0311727 | Time: 3075.83 ms [2022-04-11 10:54:47 main:574] : INFO : Epoch 1856 | loss: 0.0311536 | val_loss: 0.0311818 | Time: 3115.78 ms [2022-04-11 10:54:50 main:574] : INFO : Epoch 1857 | loss: 0.0311543 | val_loss: 0.0311716 | Time: 3015.7 ms [2022-04-11 10:54:53 main:574] : INFO : Epoch 1858 | loss: 0.0311539 | val_loss: 0.0311754 | Time: 2954.43 ms [2022-04-11 10:54:56 main:574] : INFO : Epoch 1859 | loss: 0.0311518 | val_loss: 0.0311664 | Time: 2992.15 ms [2022-04-11 10:54:59 main:574] : INFO : Epoch 1860 | loss: 0.0311483 | val_loss: 0.0311687 | Time: 3020.07 ms [2022-04-11 10:55:02 main:574] : INFO : Epoch 1861 | loss: 0.0311503 | val_loss: 0.0311814 | Time: 3196.06 ms [2022-04-11 10:55:05 main:574] : INFO : Epoch 1862 | loss: 0.0311516 | val_loss: 0.0311654 | Time: 3036.21 ms [2022-04-11 10:55:08 main:574] : INFO : Epoch 1863 | loss: 0.0311483 | val_loss: 0.0311691 | Time: 3018.31 ms [2022-04-11 10:55:11 main:574] : INFO : Epoch 1864 | loss: 0.0311467 | val_loss: 0.0311688 | Time: 3067.64 ms [2022-04-11 10:55:14 main:574] : INFO : Epoch 1865 | loss: 0.031149 | val_loss: 0.03118 | Time: 3097.9 ms [2022-04-11 10:55:17 main:574] : INFO : Epoch 1866 | loss: 0.0311521 | val_loss: 0.0311714 | Time: 3053.04 ms [2022-04-11 10:55:20 main:574] : INFO : Epoch 1867 | loss: 0.0311535 | val_loss: 0.0311688 | Time: 3051.57 ms [2022-04-11 10:55:23 main:574] : INFO : Epoch 1868 | loss: 0.0311515 | val_loss: 0.0311673 | Time: 2968.43 ms [2022-04-11 10:55:26 main:574] : INFO : Epoch 1869 | loss: 0.0311492 | val_loss: 0.0311704 | Time: 3033.84 ms [2022-04-11 10:55:29 main:574] : INFO : Epoch 1870 | loss: 0.0311487 | val_loss: 0.0311674 | Time: 3008.11 ms [2022-04-11 10:55:32 main:574] : INFO : Epoch 1871 | loss: 0.0311479 | val_loss: 0.0311679 | Time: 2992.51 ms [2022-04-11 10:55:35 main:574] : INFO : Epoch 1872 | loss: 0.0311471 | val_loss: 0.0311698 | Time: 3003.52 ms [2022-04-11 10:55:39 main:574] : INFO : Epoch 1873 | loss: 0.0311476 | val_loss: 0.0311701 | Time: 3098.63 ms [2022-04-11 10:55:42 main:574] : INFO : Epoch 1874 | loss: 0.031147 | val_loss: 0.0311705 | Time: 3091.05 ms [2022-04-11 10:55:45 main:574] : INFO : Epoch 1875 | loss: 0.0311475 | val_loss: 0.031172 | Time: 3007.63 ms [2022-04-11 10:55:48 main:574] : INFO : Epoch 1876 | loss: 0.0311494 | val_loss: 0.0311674 | Time: 2898.09 ms [2022-04-11 10:55:51 main:574] : INFO : Epoch 1877 | loss: 0.0311576 | val_loss: 0.0311801 | Time: 3147.17 ms [2022-04-11 10:55:54 main:574] : INFO : Epoch 1878 | loss: 0.0311712 | val_loss: 0.0311732 | Time: 3046.61 ms [2022-04-11 10:55:57 main:574] : INFO : Epoch 1879 | loss: 0.0311695 | val_loss: 0.0311763 | Time: 3031.28 ms [2022-04-11 10:56:00 main:574] : INFO : Epoch 1880 | loss: 0.031168 | val_loss: 0.0311677 | Time: 2960.06 ms [2022-04-11 10:56:03 main:574] : INFO : Epoch 1881 | loss: 0.0311637 | val_loss: 0.0311678 | Time: 3045.3 ms [2022-04-11 10:56:06 main:574] : INFO : Epoch 1882 | loss: 0.0311608 | val_loss: 0.0311742 | Time: 3029.85 ms [2022-04-11 10:56:09 main:574] : INFO : Epoch 1883 | loss: 0.0311593 | val_loss: 0.0311701 | Time: 3110.07 ms [2022-04-11 10:56:12 main:574] : INFO : Epoch 1884 | loss: 0.0311595 | val_loss: 0.0311693 | Time: 3118.39 ms [2022-04-11 10:56:15 main:574] : INFO : Epoch 1885 | loss: 0.0311594 | val_loss: 0.0311711 | Time: 3068.88 ms [2022-04-11 10:56:18 main:574] : INFO : Epoch 1886 | loss: 0.0311599 | val_loss: 0.0311689 | Time: 2962.37 ms [2022-04-11 10:56:21 main:574] : INFO : Epoch 1887 | loss: 0.0311581 | val_loss: 0.0311679 | Time: 3001.73 ms [2022-04-11 10:56:24 main:574] : INFO : Epoch 1888 | loss: 0.0311584 | val_loss: 0.0311674 | Time: 3024.94 ms [2022-04-11 10:56:27 main:574] : INFO : Epoch 1889 | loss: 0.0311588 | val_loss: 0.0311682 | Time: 3070.94 ms [2022-04-11 10:56:30 main:574] : INFO : Epoch 1890 | loss: 0.0311589 | val_loss: 0.031167 | Time: 3054.31 ms [2022-04-11 10:56:33 main:574] : INFO : Epoch 1891 | loss: 0.0311571 | val_loss: 0.0311666 | Time: 3039.08 ms [2022-04-11 10:56:36 main:574] : INFO : Epoch 1892 | loss: 0.0311574 | val_loss: 0.0311692 | Time: 3010.71 ms [2022-04-11 10:56:39 main:574] : INFO : Epoch 1893 | loss: 0.0311575 | val_loss: 0.0311686 | Time: 2941.53 ms [2022-04-11 10:56:42 main:574] : INFO : Epoch 1894 | loss: 0.0311573 | val_loss: 0.0311671 | Time: 3088.12 ms [2022-04-11 10:56:45 main:574] : INFO : Epoch 1895 | loss: 0.0311592 | val_loss: 0.0311703 | Time: 2968 ms [2022-04-11 10:56:48 main:574] : INFO : Epoch 1896 | loss: 0.0311573 | val_loss: 0.031166 | Time: 3094.39 ms [2022-04-11 10:56:52 main:574] : INFO : Epoch 1897 | loss: 0.0311578 | val_loss: 0.031171 | Time: 3093.37 ms [2022-04-11 10:56:55 main:574] : INFO : Epoch 1898 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 3104.63 ms [2022-04-11 10:56:58 main:574] : INFO : Epoch 1899 | loss: 0.0311552 | val_loss: 0.0311658 | Time: 3010.68 ms [2022-04-11 10:57:01 main:574] : INFO : Epoch 1900 | loss: 0.0311554 | val_loss: 0.0311733 | Time: 2954.76 ms [2022-04-11 10:57:04 main:574] : INFO : Epoch 1901 | loss: 0.0311569 | val_loss: 0.0311665 | Time: 3020.44 ms [2022-04-11 10:57:07 main:574] : INFO : Epoch 1902 | loss: 0.0311561 | val_loss: 0.0311698 | Time: 2964.05 ms [2022-04-11 10:57:10 main:574] : INFO : Epoch 1903 | loss: 0.0311555 | val_loss: 0.031172 | Time: 3071.41 ms [2022-04-11 10:57:13 main:574] : INFO : Epoch 1904 | loss: 0.0311568 | val_loss: 0.0311701 | Time: 3061.83 ms [2022-04-11 10:57:16 main:574] : INFO : Epoch 1905 | loss: 0.0311593 | val_loss: 0.0311667 | Time: 2985.93 ms [2022-04-11 10:57:19 main:574] : INFO : Epoch 1906 | loss: 0.0311623 | val_loss: 0.0311692 | Time: 3046.79 ms [2022-04-11 10:57:22 main:574] : INFO : Epoch 1907 | loss: 0.0311572 | val_loss: 0.031171 | Time: 2926.33 ms [2022-04-11 10:57:25 main:574] : INFO : Epoch 1908 | loss: 0.0311543 | val_loss: 0.0311682 | Time: 3108.65 ms [2022-04-11 10:57:28 main:574] : INFO : Epoch 1909 | loss: 0.0311533 | val_loss: 0.0311671 | Time: 3026.02 ms [2022-04-11 10:57:31 main:574] : INFO : Epoch 1910 | loss: 0.0311529 | val_loss: 0.0311674 | Time: 3028.45 ms [2022-04-11 10:57:34 main:574] : INFO : Epoch 1911 | loss: 0.0311516 | val_loss: 0.0311652 | Time: 3051.14 ms [2022-04-11 10:57:37 main:574] : INFO : Epoch 1912 | loss: 0.0311512 | val_loss: 0.0311664 | Time: 3050.73 ms [2022-04-11 10:57:40 main:574] : INFO : Epoch 1913 | loss: 0.0311507 | val_loss: 0.031166 | Time: 3056.2 ms [2022-04-11 10:57:43 main:574] : INFO : Epoch 1914 | loss: 0.0311514 | val_loss: 0.0311669 | Time: 3097.78 ms [2022-04-11 10:57:46 main:574] : INFO : Epoch 1915 | loss: 0.0311505 | val_loss: 0.0311654 | Time: 3014.26 ms [2022-04-11 10:57:49 main:574] : INFO : Epoch 1916 | loss: 0.0311512 | val_loss: 0.0311676 | Time: 3051.02 ms [2022-04-11 10:57:52 main:574] : INFO : Epoch 1917 | loss: 0.0311529 | val_loss: 0.0311729 | Time: 2974.17 ms [2022-04-11 10:57:55 main:574] : INFO : Epoch 1918 | loss: 0.0311518 | val_loss: 0.0311654 | Time: 3124.69 ms [2022-04-11 10:57:58 main:574] : INFO : Epoch 1919 | loss: 0.031151 | val_loss: 0.0311671 | Time: 2977.97 ms [2022-04-11 10:58:01 main:574] : INFO : Epoch 1920 | loss: 0.0311537 | val_loss: 0.0311721 | Time: 3055.4 ms [2022-04-11 10:58:04 main:574] : INFO : Epoch 1921 | loss: 0.031159 | val_loss: 0.031173 | Time: 3017.41 ms [2022-04-11 10:58:07 main:574] : INFO : Epoch 1922 | loss: 0.0311583 | val_loss: 0.0311679 | Time: 3010.74 ms [2022-04-11 10:58:10 main:574] : INFO : Epoch 1923 | loss: 0.031157 | val_loss: 0.0311753 | Time: 3009.84 ms [2022-04-11 10:58:13 main:574] : INFO : Epoch 1924 | loss: 0.0311553 | val_loss: 0.0311767 | Time: 3044.29 ms [2022-04-11 10:58:16 main:574] : INFO : Epoch 1925 | loss: 0.0311602 | val_loss: 0.0311758 | Time: 3011.56 ms [2022-04-11 10:58:20 main:574] : INFO : Epoch 1926 | loss: 0.0311533 | val_loss: 0.0311731 | Time: 3095.13 ms [2022-04-11 10:58:23 main:574] : INFO : Epoch 1927 | loss: 0.0311526 | val_loss: 0.0311682 | Time: 3014.98 ms [2022-04-11 10:58:26 main:574] : INFO : Epoch 1928 | loss: 0.0311527 | val_loss: 0.0311705 | Time: 3028.95 ms [2022-04-11 10:58:29 main:574] : INFO : Epoch 1929 | loss: 0.03115 | val_loss: 0.0311673 | Time: 2961.19 ms [2022-04-11 10:58:32 main:574] : INFO : Epoch 1930 | loss: 0.0311493 | val_loss: 0.0311696 | Time: 2999.82 ms [2022-04-11 10:58:35 main:574] : INFO : Epoch 1931 | loss: 0.0311509 | val_loss: 0.0311675 | Time: 3048.76 ms [2022-04-11 10:58:38 main:574] : INFO : Epoch 1932 | loss: 0.0311521 | val_loss: 0.0311797 | Time: 2943.08 ms [2022-04-11 10:58:41 main:574] : INFO : Epoch 1933 | loss: 0.0311569 | val_loss: 0.0311755 | Time: 3003.59 ms [2022-04-11 10:58:44 main:574] : INFO : Epoch 1934 | loss: 0.0311534 | val_loss: 0.031169 | Time: 3159.67 ms [2022-04-11 10:58:47 main:574] : INFO : Epoch 1935 | loss: 0.0311507 | val_loss: 0.0311693 | Time: 3044.43 ms [2022-04-11 10:58:50 main:574] : INFO : Epoch 1936 | loss: 0.0311522 | val_loss: 0.0311758 | Time: 3050.99 ms [2022-04-11 10:58:53 main:574] : INFO : Epoch 1937 | loss: 0.0311527 | val_loss: 0.0311719 | Time: 2999.42 ms [2022-04-11 10:58:56 main:574] : INFO : Epoch 1938 | loss: 0.0311494 | val_loss: 0.0311717 | Time: 3016.24 ms [2022-04-11 10:58:59 main:574] : INFO : Epoch 1939 | loss: 0.031149 | val_loss: 0.0311684 | Time: 2996.18 ms [2022-04-11 10:59:02 main:574] : INFO : Epoch 1940 | loss: 0.0311497 | val_loss: 0.0311801 | Time: 3112.45 ms [2022-04-11 10:59:05 main:574] : INFO : Epoch 1941 | loss: 0.0311503 | val_loss: 0.0311704 | Time: 2944.97 ms [2022-04-11 10:59:08 main:574] : INFO : Epoch 1942 | loss: 0.0311497 | val_loss: 0.0311725 | Time: 3091.06 ms [2022-04-11 10:59:11 main:574] : INFO : Epoch 1943 | loss: 0.0311488 | val_loss: 0.0311729 | Time: 3073.72 ms [2022-04-11 10:59:14 main:574] : INFO : Epoch 1944 | loss: 0.0311507 | val_loss: 0.0311676 | Time: 3040.87 ms [2022-04-11 10:59:17 main:574] : INFO : Epoch 1945 | loss: 0.0311495 | val_loss: 0.0311745 | Time: 2998.41 ms [2022-04-11 10:59:20 main:574] : INFO : Epoch 1946 | loss: 0.0311539 | val_loss: 0.0311681 | Time: 2998.37 ms [2022-04-11 10:59:23 main:574] : INFO : Epoch 1947 | loss: 0.0311475 | val_loss: 0.0311671 | Time: 3044.64 ms [2022-04-11 10:59:26 main:574] : INFO : Epoch 1948 | loss: 0.0311481 | val_loss: 0.0311715 | Time: 3070.5 ms [2022-04-11 10:59:29 main:574] : INFO : Epoch 1949 | loss: 0.0311489 | val_loss: 0.0311679 | Time: 2987.9 ms [2022-04-11 10:59:32 main:574] : INFO : Epoch 1950 | loss: 0.0311513 | val_loss: 0.031167 | Time: 3037.79 ms [2022-04-11 10:59:35 main:574] : INFO : Epoch 1951 | loss: 0.0311536 | val_loss: 0.031169 | Time: 2979.74 ms [2022-04-11 10:59:38 main:574] : INFO : Epoch 1952 | loss: 0.0311525 | val_loss: 0.0311658 | Time: 2990.15 ms [2022-04-11 10:59:41 main:574] : INFO : Epoch 1953 | loss: 0.031151 | val_loss: 0.0311696 | Time: 3079.51 ms [2022-04-11 10:59:44 main:574] : INFO : Epoch 1954 | loss: 0.0311529 | val_loss: 0.0311697 | Time: 3069.71 ms [2022-04-11 10:59:47 main:574] : INFO : Epoch 1955 | loss: 0.0311545 | val_loss: 0.0311703 | Time: 3007.59 ms [2022-04-11 10:59:50 main:574] : INFO : Epoch 1956 | loss: 0.0311574 | val_loss: 0.0311655 | Time: 3014.41 ms [2022-04-11 10:59:53 main:574] : INFO : Epoch 1957 | loss: 0.0311565 | val_loss: 0.0311669 | Time: 3003.97 ms [2022-04-11 10:59:57 main:574] : INFO : Epoch 1958 | loss: 0.0311529 | val_loss: 0.0311668 | Time: 3046.4 ms [2022-04-11 11:00:00 main:574] : INFO : Epoch 1959 | loss: 0.0311518 | val_loss: 0.0311667 | Time: 3068.95 ms [2022-04-11 11:00:03 main:574] : INFO : Epoch 1960 | loss: 0.0311525 | val_loss: 0.0311693 | Time: 3065.09 ms [2022-04-11 11:00:06 main:574] : INFO : Epoch 1961 | loss: 0.0311534 | val_loss: 0.0311656 | Time: 3050.69 ms [2022-04-11 11:00:09 main:574] : INFO : Epoch 1962 | loss: 0.0311528 | val_loss: 0.0311675 | Time: 3028.47 ms [2022-04-11 11:00:12 main:574] : INFO : Epoch 1963 | loss: 0.0311528 | val_loss: 0.0311668 | Time: 2999.59 ms [2022-04-11 11:00:15 main:574] : INFO : Epoch 1964 | loss: 0.0311544 | val_loss: 0.0311662 | Time: 2923.89 ms [2022-04-11 11:00:18 main:574] : INFO : Epoch 1965 | loss: 0.0311514 | val_loss: 0.0311717 | Time: 3104.65 ms [2022-04-11 11:00:21 main:574] : INFO : Epoch 1966 | loss: 0.0311527 | val_loss: 0.0311667 | Time: 3025.95 ms [2022-04-11 11:00:24 main:574] : INFO : Epoch 1967 | loss: 0.0311499 | val_loss: 0.031166 | Time: 3068.34 ms [2022-04-11 11:00:27 main:574] : INFO : Epoch 1968 | loss: 0.0311523 | val_loss: 0.0311696 | Time: 3139.04 ms [2022-04-11 11:00:30 main:574] : INFO : Epoch 1969 | loss: 0.031154 | val_loss: 0.0311713 | Time: 3036.39 ms [2022-04-11 11:00:33 main:574] : INFO : Epoch 1970 | loss: 0.0311531 | val_loss: 0.0311663 | Time: 3020.32 ms [2022-04-11 11:00:36 main:574] : INFO : Epoch 1971 | loss: 0.0311517 | val_loss: 0.0311683 | Time: 2924.3 ms [2022-04-11 11:00:39 main:574] : INFO : Epoch 1972 | loss: 0.0311521 | val_loss: 0.0311669 | Time: 3050.15 ms [2022-04-11 11:00:42 main:574] : INFO : Epoch 1973 | loss: 0.0311509 | val_loss: 0.031166 | Time: 3253.84 ms [2022-04-11 11:35:19 main:574] : INFO : Epoch 1974 | loss: 0.0311506 | val_loss: 0.0311661 | Time: 2.07686e+06 ms [2022-04-11 11:35:22 main:574] : INFO : Epoch 1975 | loss: 0.0311479 | val_loss: 0.0311684 | Time: 3166.72 ms [2022-04-11 11:35:25 main:574] : INFO : Epoch 1976 | loss: 0.0311466 | val_loss: 0.0311678 | Time: 3049.08 ms [2022-04-11 11:35:28 main:574] : INFO : Epoch 1977 | loss: 0.0311462 | val_loss: 0.0311673 | Time: 3002.59 ms [2022-04-11 11:35:31 main:574] : INFO : Epoch 1978 | loss: 0.0311466 | val_loss: 0.0311687 | Time: 2975.29 ms [2022-04-11 11:35:34 main:574] : INFO : Epoch 1979 | loss: 0.0311504 | val_loss: 0.0311655 | Time: 3063.31 ms [2022-04-11 11:35:37 main:574] : INFO : Epoch 1980 | loss: 0.0311485 | val_loss: 0.0311678 | Time: 2937.32 ms [2022-04-11 11:35:41 main:574] : INFO : Epoch 1981 | loss: 0.0311466 | val_loss: 0.0311733 | Time: 3108.5 ms [2022-04-11 11:35:44 main:574] : INFO : Epoch 1982 | loss: 0.0311512 | val_loss: 0.0311712 | Time: 3105.16 ms [2022-04-11 11:53:04 main:574] : INFO : Epoch 1983 | loss: 0.0311468 | val_loss: 0.0311656 | Time: 1.04036e+06 ms [2022-04-11 11:53:07 main:574] : INFO : Epoch 1984 | loss: 0.0311455 | val_loss: 0.0311686 | Time: 3290.54 ms [2022-04-11 11:53:11 main:574] : INFO : Epoch 1985 | loss: 0.0311495 | val_loss: 0.0311639 | Time: 3287.16 ms [2022-04-11 11:53:14 main:574] : INFO : Epoch 1986 | loss: 0.0311473 | val_loss: 0.031171 | Time: 3258.57 ms [2022-04-11 11:53:17 main:574] : INFO : Epoch 1987 | loss: 0.0311475 | val_loss: 0.0311659 | Time: 3234.85 ms [2022-04-11 11:53:20 main:574] : INFO : Epoch 1988 | loss: 0.0311459 | val_loss: 0.0311687 | Time: 3072.61 ms [2022-04-11 11:53:23 main:574] : INFO : Epoch 1989 | loss: 0.0311469 | val_loss: 0.0311714 | Time: 3026.38 ms [2022-04-11 11:53:26 main:574] : INFO : Epoch 1990 | loss: 0.031149 | val_loss: 0.0311693 | Time: 3051.64 ms [2022-04-11 11:53:29 main:574] : INFO : Epoch 1991 | loss: 0.0311457 | val_loss: 0.0311657 | Time: 2998.06 ms [2022-04-11 11:53:32 main:574] : INFO : Epoch 1992 | loss: 0.0311439 | val_loss: 0.0311679 | Time: 3094.58 ms [2022-04-11 11:53:35 main:574] : INFO : Epoch 1993 | loss: 0.0311471 | val_loss: 0.0311691 | Time: 3022.51 ms [2022-04-11 11:53:38 main:574] : INFO : Epoch 1994 | loss: 0.0311481 | val_loss: 0.0311657 | Time: 3022.57 ms [2022-04-11 11:53:41 main:574] : INFO : Epoch 1995 | loss: 0.0311446 | val_loss: 0.0311693 | Time: 3045.72 ms [2022-04-11 11:53:44 main:574] : INFO : Epoch 1996 | loss: 0.0311466 | val_loss: 0.0311687 | Time: 3008.35 ms [2022-04-11 11:53:47 main:574] : INFO : Epoch 1997 | loss: 0.0311454 | val_loss: 0.0311764 | Time: 2971.86 ms [2022-04-11 11:53:51 main:574] : INFO : Epoch 1998 | loss: 0.0311456 | val_loss: 0.0311653 | Time: 3055.47 ms [2022-04-11 11:53:54 main:574] : INFO : Epoch 1999 | loss: 0.0311444 | val_loss: 0.0311696 | Time: 3031.8 ms [2022-04-11 11:53:57 main:574] : INFO : Epoch 2000 | loss: 0.0311479 | val_loss: 0.0311681 | Time: 3003.57 ms [2022-04-11 11:54:00 main:574] : INFO : Epoch 2001 | loss: 0.0311455 | val_loss: 0.0311694 | Time: 3020.14 ms [2022-04-11 11:54:03 main:574] : INFO : Epoch 2002 | loss: 0.031145 | val_loss: 0.0311697 | Time: 3087.15 ms [2022-04-11 11:54:06 main:574] : INFO : Epoch 2003 | loss: 0.0311444 | val_loss: 0.0311714 | Time: 3017.89 ms [2022-04-11 11:54:09 main:574] : INFO : Epoch 2004 | loss: 0.0311454 | val_loss: 0.0311712 | Time: 2975.16 ms [2022-04-11 11:54:12 main:574] : INFO : Epoch 2005 | loss: 0.0311489 | val_loss: 0.0311656 | Time: 2978.66 ms [2022-04-11 11:54:15 main:574] : INFO : Epoch 2006 | loss: 0.031149 | val_loss: 0.0311677 | Time: 3051.52 ms [2022-04-11 11:54:18 main:574] : INFO : Epoch 2007 | loss: 0.0311467 | val_loss: 0.0311691 | Time: 2987.83 ms [2022-04-11 11:54:21 main:574] : INFO : Epoch 2008 | loss: 0.0311445 | val_loss: 0.0311676 | Time: 3032.11 ms [2022-04-11 11:54:24 main:574] : INFO : Epoch 2009 | loss: 0.0311435 | val_loss: 0.0311705 | Time: 2987.56 ms [2022-04-11 11:54:27 main:574] : INFO : Epoch 2010 | loss: 0.0311449 | val_loss: 0.0311745 | Time: 3021.81 ms [2022-04-11 11:54:30 main:574] : INFO : Epoch 2011 | loss: 0.0311461 | val_loss: 0.0311691 | Time: 3037.57 ms [2022-04-11 11:54:33 main:574] : INFO : Epoch 2012 | loss: 0.031142 | val_loss: 0.0311701 | Time: 3087.01 ms [2022-04-11 11:54:36 main:574] : INFO : Epoch 2013 | loss: 0.0311423 | val_loss: 0.0311701 | Time: 2979.58 ms [2022-04-11 11:54:39 main:574] : INFO : Epoch 2014 | loss: 0.0311428 | val_loss: 0.0311719 | Time: 2985.13 ms [2022-04-11 11:54:42 main:574] : INFO : Epoch 2015 | loss: 0.0311433 | val_loss: 0.0311683 | Time: 2973.03 ms [2022-04-11 11:54:45 main:574] : INFO : Epoch 2016 | loss: 0.0311461 | val_loss: 0.0311735 | Time: 2943.3 ms [2022-04-11 11:54:48 main:574] : INFO : Epoch 2017 | loss: 0.0311449 | val_loss: 0.0311666 | Time: 3022.88 ms [2022-04-11 11:54:51 main:574] : INFO : Epoch 2018 | loss: 0.0311458 | val_loss: 0.031175 | Time: 3031.56 ms [2022-04-11 11:54:54 main:574] : INFO : Epoch 2019 | loss: 0.031146 | val_loss: 0.0311687 | Time: 2981.33 ms [2022-04-11 11:54:57 main:574] : INFO : Epoch 2020 | loss: 0.0311425 | val_loss: 0.0311705 | Time: 3045.45 ms [2022-04-11 11:55:00 main:574] : INFO : Epoch 2021 | loss: 0.0311473 | val_loss: 0.0311707 | Time: 3069.44 ms [2022-04-11 11:55:03 main:574] : INFO : Epoch 2022 | loss: 0.0311469 | val_loss: 0.0311684 | Time: 3137.97 ms [2022-04-11 11:55:06 main:574] : INFO : Epoch 2023 | loss: 0.0311455 | val_loss: 0.03117 | Time: 3058.61 ms [2022-04-11 11:55:09 main:574] : INFO : Epoch 2024 | loss: 0.0311447 | val_loss: 0.0311673 | Time: 3005.84 ms [2022-04-11 11:55:12 main:574] : INFO : Epoch 2025 | loss: 0.0311493 | val_loss: 0.0311699 | Time: 3065.46 ms [2022-04-11 11:55:15 main:574] : INFO : Epoch 2026 | loss: 0.0311501 | val_loss: 0.0311683 | Time: 2941.85 ms [2022-04-11 11:55:18 main:574] : INFO : Epoch 2027 | loss: 0.0311478 | val_loss: 0.0311807 | Time: 3067.86 ms [2022-04-11 11:55:21 main:574] : INFO : Epoch 2028 | loss: 0.0311508 | val_loss: 0.0311781 | Time: 3030.73 ms [2022-04-11 11:55:24 main:574] : INFO : Epoch 2029 | loss: 0.0311477 | val_loss: 0.0311701 | Time: 3048.65 ms [2022-04-11 11:55:27 main:574] : INFO : Epoch 2030 | loss: 0.031143 | val_loss: 0.0311712 | Time: 3083.75 ms [2022-04-11 11:55:30 main:574] : INFO : Epoch 2031 | loss: 0.0311459 | val_loss: 0.0311756 | Time: 3014.39 ms [2022-04-11 11:55:33 main:574] : INFO : Epoch 2032 | loss: 0.0311463 | val_loss: 0.0311724 | Time: 2989.44 ms [2022-04-11 11:55:36 main:574] : INFO : Epoch 2033 | loss: 0.0311468 | val_loss: 0.0311714 | Time: 2956.17 ms [2022-04-11 11:55:39 main:574] : INFO : Epoch 2034 | loss: 0.0311497 | val_loss: 0.0311769 | Time: 3060.91 ms [2022-04-11 11:55:42 main:574] : INFO : Epoch 2035 | loss: 0.0311473 | val_loss: 0.0311704 | Time: 2996.42 ms [2022-04-11 11:55:45 main:574] : INFO : Epoch 2036 | loss: 0.0311459 | val_loss: 0.0311741 | Time: 3050.53 ms [2022-04-11 11:55:48 main:574] : INFO : Epoch 2037 | loss: 0.0311494 | val_loss: 0.0311867 | Time: 2948.67 ms [2022-04-11 11:55:52 main:574] : INFO : Epoch 2038 | loss: 0.0311507 | val_loss: 0.0311696 | Time: 3091.61 ms [2022-04-11 11:55:55 main:574] : INFO : Epoch 2039 | loss: 0.031145 | val_loss: 0.031168 | Time: 3066.41 ms [2022-04-11 11:55:58 main:574] : INFO : Epoch 2040 | loss: 0.0311443 | val_loss: 0.0311688 | Time: 3031.96 ms [2022-04-11 11:56:01 main:574] : INFO : Epoch 2041 | loss: 0.0311457 | val_loss: 0.0311661 | Time: 3099.16 ms [2022-04-11 11:56:04 main:574] : INFO : Epoch 2042 | loss: 0.0311462 | val_loss: 0.0311725 | Time: 3208.64 ms [2022-04-11 11:56:07 main:574] : INFO : Epoch 2043 | loss: 0.0311448 | val_loss: 0.0311703 | Time: 3031.36 ms [2022-04-11 11:56:10 main:574] : INFO : Epoch 2044 | loss: 0.0311447 | val_loss: 0.0311716 | Time: 3024.81 ms [2022-04-11 11:56:13 main:574] : INFO : Epoch 2045 | loss: 0.031149 | val_loss: 0.0311721 | Time: 3017.1 ms [2022-04-11 11:56:16 main:574] : INFO : Epoch 2046 | loss: 0.0311482 | val_loss: 0.0311721 | Time: 3033.87 ms [2022-04-11 11:56:19 main:574] : INFO : Epoch 2047 | loss: 0.0311478 | val_loss: 0.0311683 | Time: 3021.45 ms [2022-04-11 11:56:22 main:574] : INFO : Epoch 2048 | loss: 0.0311456 | val_loss: 0.0311693 | Time: 3026.62 ms [2022-04-11 11:56:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311693 [2022-04-11 11:56:22 main:603] : INFO : Saving end state to config to file [2022-04-11 11:56:22 main:608] : INFO : Success, exiting.. 11:56:22 (13940): 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)