Task 3752541
| Name | ParityModified-1608764162-9310-5_1 |
| Workunit | 1869391 |
| Created | 21 Jan 2021, 22:01:23 UTC |
| Sent | 21 Jan 2021, 22:03:41 UTC |
| Report deadline | 28 Jan 2021, 22:03:41 UTC |
| Received | 22 Jan 2021, 6:52:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2874 |
| Run time | 1 hours 34 min 52 sec |
| CPU time | 1 hours 20 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.54 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0.000888944 | Time: 2832.23 ms [2021-01-21 21:28:21 main:574] : INFO : Epoch 1557 | loss: 0.000927376 | val_loss: 0.000898782 | Time: 2825.46 ms [2021-01-21 21:28:24 main:574] : INFO : Epoch 1558 | loss: 0.000937125 | val_loss: 0.000909797 | Time: 2861.12 ms [2021-01-21 21:28:27 main:574] : INFO : Epoch 1559 | loss: 0.000923609 | val_loss: 0.000890493 | Time: 2844.81 ms [2021-01-21 21:28:30 main:574] : INFO : Epoch 1560 | loss: 0.000920134 | val_loss: 0.000896746 | Time: 2980.04 ms [2021-01-21 21:28:33 main:574] : INFO : Epoch 1561 | loss: 0.000921825 | val_loss: 0.000901812 | Time: 2936.23 ms [2021-01-21 21:28:36 main:574] : INFO : Epoch 1562 | loss: 0.000919247 | val_loss: 0.000882662 | Time: 2951.58 ms [2021-01-21 21:28:39 main:574] : INFO : Epoch 1563 | loss: 0.000915858 | val_loss: 0.000881601 | Time: 2851.19 ms [2021-01-21 21:28:42 main:574] : INFO : Epoch 1564 | loss: 0.000913089 | val_loss: 0.000899319 | Time: 2762.8 ms [2021-01-21 21:28:45 main:574] : INFO : Epoch 1565 | loss: 0.000916193 | val_loss: 0.000889111 | Time: 2797.44 ms [2021-01-21 21:28:48 main:574] : INFO : Epoch 1566 | loss: 0.000909591 | val_loss: 0.000881189 | Time: 2857.06 ms [2021-01-21 21:28:51 main:574] : INFO : Epoch 1567 | loss: 0.000899226 | val_loss: 0.000844747 | Time: 3012.07 ms [2021-01-21 21:28:54 main:574] : INFO : Epoch 1568 | loss: 0.000945811 | val_loss: 0.000986882 | Time: 2948.25 ms [2021-01-21 21:28:57 main:574] : INFO : Epoch 1569 | loss: 0.00103939 | val_loss: 0.000966364 | Time: 3012.25 ms [2021-01-21 21:29:00 main:574] : INFO : Epoch 1570 | loss: 0.000999187 | val_loss: 0.000923387 | Time: 2982.64 ms [2021-01-21 21:29:03 main:574] : INFO : Epoch 1571 | loss: 0.000934669 | val_loss: 0.000882764 | Time: 2927.07 ms [2021-01-21 21:29:06 main:574] : INFO : Epoch 1572 | loss: 0.000905839 | val_loss: 0.000870825 | Time: 2968.48 ms [2021-01-21 21:29:09 main:574] : INFO : Epoch 1573 | loss: 0.000904787 | val_loss: 0.000864453 | Time: 2730.99 ms [2021-01-21 21:29:12 main:574] : INFO : Epoch 1574 | loss: 0.000899977 | val_loss: 0.000867542 | Time: 2930.29 ms [2021-01-21 21:29:15 main:574] : INFO : Epoch 1575 | loss: 0.000892578 | val_loss: 0.00086055 | Time: 2778.17 ms [2021-01-21 21:29:18 main:574] : INFO : Epoch 1576 | loss: 0.000868593 | val_loss: 0.000834626 | Time: 2972.05 ms [2021-01-21 21:29:21 main:574] : INFO : Epoch 1577 | loss: 0.000868074 | val_loss: 0.000826652 | Time: 2760.54 ms [2021-01-21 21:29:23 main:574] : INFO : Epoch 1578 | loss: 0.000860194 | val_loss: 0.000850597 | Time: 2920.1 ms [2021-01-21 21:29:26 main:574] : INFO : Epoch 1579 | loss: 0.000850821 | val_loss: 0.00080777 | Time: 2897.75 ms [2021-01-21 21:29:29 main:574] : INFO : Epoch 1580 | loss: 0.000834721 | val_loss: 0.000808633 | Time: 2947.99 ms [2021-01-21 21:29:32 main:574] : INFO : Epoch 1581 | loss: 0.000834666 | val_loss: 0.000823316 | Time: 2837.19 ms [2021-01-21 21:29:35 main:574] : INFO : Epoch 1582 | loss: 0.000830881 | val_loss: 0.000794847 | Time: 2931.16 ms [2021-01-21 21:29:38 main:574] : INFO : Epoch 1583 | loss: 0.000827453 | val_loss: 0.000802089 | Time: 2829.32 ms [2021-01-21 21:29:41 main:574] : INFO : Epoch 1584 | loss: 0.00082078 | val_loss: 0.000792066 | Time: 2952.26 ms [2021-01-21 21:29:44 main:574] : INFO : Epoch 1585 | loss: 0.000836809 | val_loss: 0.000829894 | Time: 2722.58 ms [2021-01-21 21:29:47 main:574] : INFO : Epoch 1586 | loss: 0.000834462 | val_loss: 0.000788844 | Time: 2786.45 ms [2021-01-21 21:29:50 main:574] : INFO : Epoch 1587 | loss: 0.000812107 | val_loss: 0.000777137 | Time: 2905.93 ms [2021-01-21 21:29:53 main:574] : INFO : Epoch 1588 | loss: 0.000807487 | val_loss: 0.000774431 | Time: 2908.33 ms [2021-01-21 21:29:56 main:574] : INFO : Epoch 1589 | loss: 0.000814669 | val_loss: 0.000789511 | Time: 2897.67 ms [2021-01-21 21:29:59 main:574] : INFO : Epoch 1590 | loss: 0.000804184 | val_loss: 0.000785738 | Time: 2846.79 ms [2021-01-21 21:30:02 main:574] : INFO : Epoch 1591 | loss: 0.000803617 | val_loss: 0.000776105 | Time: 2915.04 ms [2021-01-21 21:30:05 main:574] : INFO : Epoch 1592 | loss: 0.000808775 | val_loss: 0.00077798 | Time: 2931.22 ms [2021-01-21 21:30:08 main:574] : INFO : Epoch 1593 | loss: 0.000799248 | val_loss: 0.000771102 | Time: 2941.56 ms [2021-01-21 21:30:11 main:574] : INFO : Epoch 1594 | loss: 0.000797009 | val_loss: 0.00077833 | Time: 2915.85 ms [2021-01-21 21:30:14 main:574] : INFO : Epoch 1595 | loss: 0.000810392 | val_loss: 0.000776688 | Time: 2867.24 ms [2021-01-21 21:30:17 main:574] : INFO : Epoch 1596 | loss: 0.000811754 | val_loss: 0.00079855 | Time: 2913.78 ms [2021-01-21 21:30:20 main:574] : INFO : Epoch 1597 | loss: 0.000819811 | val_loss: 0.000794879 | Time: 2825.61 ms [2021-01-21 21:30:22 main:574] : INFO : Epoch 1598 | loss: 0.000816976 | val_loss: 0.000782467 | Time: 2874.3 ms [2021-01-21 21:30:25 main:574] : INFO : Epoch 1599 | loss: 0.000801524 | val_loss: 0.000788192 | Time: 2930.45 ms [2021-01-21 21:30:29 main:574] : INFO : Epoch 1600 | loss: 0.000802796 | val_loss: 0.000775927 | Time: 2989.1 ms [2021-01-21 21:30:32 main:574] : INFO : Epoch 1601 | loss: 0.000891737 | val_loss: 0.00097497 | Time: 2907.96 ms [2021-01-21 21:30:35 main:574] : INFO : Epoch 1602 | loss: 0.000969357 | val_loss: 0.000956748 | Time: 2981.31 ms [2021-01-21 21:30:38 main:574] : INFO : Epoch 1603 | loss: 0.000953026 | val_loss: 0.000891619 | Time: 2741.94 ms [2021-01-21 21:30:41 main:574] : INFO : Epoch 1604 | loss: 0.000951714 | val_loss: 0.000949673 | Time: 2873.82 ms [2021-01-21 21:30:43 main:574] : INFO : Epoch 1605 | loss: 0.000993048 | val_loss: 0.000879249 | Time: 2840.69 ms [2021-01-21 21:30:46 main:574] : INFO : Epoch 1606 | loss: 0.000924596 | val_loss: 0.000894915 | Time: 2872.96 ms [2021-01-21 21:30:49 main:574] : INFO : Epoch 1607 | loss: 0.000913421 | val_loss: 0.000868346 | Time: 2795.01 ms [2021-01-21 21:30:52 main:574] : INFO : Epoch 1608 | loss: 0.000895348 | val_loss: 0.000859834 | Time: 2896.37 ms [2021-01-21 21:30:55 main:574] : INFO : Epoch 1609 | loss: 0.000871572 | val_loss: 0.000810828 | Time: 2773.23 ms [2021-01-21 21:30:58 main:574] : INFO : Epoch 1610 | loss: 0.000867532 | val_loss: 0.00111258 | Time: 2903.23 ms [2021-01-21 21:31:01 main:574] : INFO : Epoch 1611 | loss: 0.000959046 | val_loss: 0.000842916 | Time: 2939.33 ms [2021-01-21 21:31:04 main:574] : INFO : Epoch 1612 | loss: 0.000879546 | val_loss: 0.000807177 | Time: 2763.56 ms [2021-01-21 21:31:07 main:574] : INFO : Epoch 1613 | loss: 0.000964132 | val_loss: 0.00096869 | Time: 2825.86 ms [2021-01-21 21:31:10 main:574] : INFO : Epoch 1614 | loss: 0.000982434 | val_loss: 0.000935122 | Time: 2903.89 ms [2021-01-21 21:31:12 main:574] : INFO : Epoch 1615 | loss: 0.00100293 | val_loss: 0.000945829 | Time: 2828.78 ms [2021-01-21 21:31:16 main:574] : INFO : Epoch 1616 | loss: 0.000968372 | val_loss: 0.000923635 | Time: 2966.94 ms [2021-01-21 21:31:18 main:574] : INFO : Epoch 1617 | loss: 0.000966455 | val_loss: 0.000917041 | Time: 2864.53 ms [2021-01-21 21:31:21 main:574] : INFO : Epoch 1618 | loss: 0.00097377 | val_loss: 0.000949917 | Time: 2872.46 ms [2021-01-21 21:31:25 main:574] : INFO : Epoch 1619 | loss: 0.000956577 | val_loss: 0.000912315 | Time: 2987.2 ms [2021-01-21 21:31:27 main:574] : INFO : Epoch 1620 | loss: 0.000949906 | val_loss: 0.000939568 | Time: 2850.63 ms [2021-01-21 21:31:30 main:574] : INFO : Epoch 1621 | loss: 0.000973374 | val_loss: 0.000912161 | Time: 2825.19 ms [2021-01-21 21:31:33 main:574] : INFO : Epoch 1622 | loss: 0.000943679 | val_loss: 0.000908459 | Time: 2868.92 ms [2021-01-21 21:31:36 main:574] : INFO : Epoch 1623 | loss: 0.000946677 | val_loss: 0.000905797 | Time: 2894.4 ms [2021-01-21 21:31:39 main:574] : INFO : Epoch 1624 | loss: 0.000933859 | val_loss: 0.000925697 | Time: 2920.91 ms [2021-01-21 21:31:42 main:574] : INFO : Epoch 1625 | loss: 0.000949521 | val_loss: 0.000877037 | Time: 2763.43 ms [2021-01-21 21:31:45 main:574] : INFO : Epoch 1626 | loss: 0.00129266 | val_loss: 0.00117911 | Time: 2827.86 ms [2021-01-21 21:31:48 main:574] : INFO : Epoch 1627 | loss: 0.00114044 | val_loss: 0.000985048 | Time: 2965.16 ms [2021-01-21 21:31:51 main:574] : INFO : Epoch 1628 | loss: 0.000985732 | val_loss: 0.00091627 | Time: 2851.47 ms [2021-01-21 21:31:54 main:574] : INFO : Epoch 1629 | loss: 0.000953512 | val_loss: 0.000914131 | Time: 2865.07 ms [2021-01-21 21:31:57 main:574] : INFO : Epoch 1630 | loss: 0.000961066 | val_loss: 0.000943429 | Time: 2887.05 ms [2021-01-21 21:32:00 main:574] : INFO : Epoch 1631 | loss: 0.000975223 | val_loss: 0.000941912 | Time: 2884.44 ms [2021-01-21 21:32:03 main:574] : INFO : Epoch 1632 | loss: 0.00127037 | val_loss: 0.002995 | Time: 2876.46 ms [2021-01-21 21:32:06 main:574] : INFO : Epoch 1633 | loss: 0.00403586 | val_loss: 0.0018645 | Time: 2798.69 ms [2021-01-21 21:32:09 main:574] : INFO : Epoch 1634 | loss: 0.00151852 | val_loss: 0.00116097 | Time: 2779.12 ms [2021-01-21 21:32:12 main:574] : INFO : Epoch 1635 | loss: 0.00114806 | val_loss: 0.00104018 | Time: 2796.16 ms [2021-01-21 21:32:14 main:574] : INFO : Epoch 1636 | loss: 0.00105967 | val_loss: 0.0010031 | Time: 2893.59 ms [2021-01-21 21:32:17 main:574] : INFO : Epoch 1637 | loss: 0.00103484 | val_loss: 0.000967119 | Time: 2837.69 ms [2021-01-21 21:32:20 main:574] : INFO : Epoch 1638 | loss: 0.00100481 | val_loss: 0.000958308 | Time: 2944.45 ms [2021-01-21 21:32:23 main:574] : INFO : Epoch 1639 | loss: 0.00100724 | val_loss: 0.000976532 | Time: 2842 ms [2021-01-21 21:32:26 main:574] : INFO : Epoch 1640 | loss: 0.00101237 | val_loss: 0.000951421 | Time: 2775.68 ms [2021-01-21 21:32:29 main:574] : INFO : Epoch 1641 | loss: 0.000999023 | val_loss: 0.000943265 | Time: 3053.86 ms [2021-01-21 21:32:32 main:574] : INFO : Epoch 1642 | loss: 0.000989714 | val_loss: 0.000967613 | Time: 2844.95 ms [2021-01-21 21:32:35 main:574] : INFO : Epoch 1643 | loss: 0.000988646 | val_loss: 0.000946017 | Time: 2846.15 ms [2021-01-21 21:32:38 main:574] : INFO : Epoch 1644 | loss: 0.000981558 | val_loss: 0.000937484 | Time: 2796.35 ms [2021-01-21 21:32:41 main:574] : INFO : Epoch 1645 | loss: 0.000970653 | val_loss: 0.000948822 | Time: 2909.79 ms [2021-01-21 21:32:44 main:574] : INFO : Epoch 1646 | loss: 0.000976394 | val_loss: 0.000931258 | Time: 2972.46 ms [2021-01-21 21:32:47 main:574] : INFO : Epoch 1647 | loss: 0.000971392 | val_loss: 0.000930986 | Time: 2855.13 ms [2021-01-21 21:32:50 main:574] : INFO : Epoch 1648 | loss: 0.00096546 | val_loss: 0.000923246 | Time: 2712.96 ms [2021-01-21 21:32:53 main:574] : INFO : Epoch 1649 | loss: 0.000963389 | val_loss: 0.000932206 | Time: 3004 ms [2021-01-21 21:32:56 main:574] : INFO : Epoch 1650 | loss: 0.000962407 | val_loss: 0.000933035 | Time: 2878.12 ms [2021-01-21 21:32:59 main:574] : INFO : Epoch 1651 | loss: 0.000952314 | val_loss: 0.000911231 | Time: 2774.59 ms [2021-01-21 21:33:02 main:574] : INFO : Epoch 1652 | loss: 0.0009569 | val_loss: 0.000919849 | Time: 2893.54 ms [2021-01-21 21:33:04 main:574] : INFO : Epoch 1653 | loss: 0.000943947 | val_loss: 0.000905682 | Time: 2814.6 ms [2021-01-21 21:33:07 main:574] : INFO : Epoch 1654 | loss: 0.000950898 | val_loss: 0.000912377 | Time: 2789.1 ms [2021-01-21 21:33:10 main:574] : INFO : Epoch 1655 | loss: 0.00095092 | val_loss: 0.00091485 | Time: 2901.53 ms [2021-01-21 21:33:13 main:574] : INFO : Epoch 1656 | loss: 0.000942412 | val_loss: 0.000907022 | Time: 3027.83 ms [2021-01-21 21:33:16 main:574] : INFO : Epoch 1657 | loss: 0.000938532 | val_loss: 0.000904461 | Time: 2884.39 ms [2021-01-21 21:33:19 main:574] : INFO : Epoch 1658 | loss: 0.000938894 | val_loss: 0.000906362 | Time: 2867.91 ms [2021-01-21 21:33:22 main:574] : INFO : Epoch 1659 | loss: 0.000935508 | val_loss: 0.000911534 | Time: 2897.54 ms [2021-01-21 21:33:25 main:574] : INFO : Epoch 1660 | loss: 0.000934639 | val_loss: 0.000898047 | Time: 2952.21 ms [2021-01-21 21:33:28 main:574] : INFO : Epoch 1661 | loss: 0.000926822 | val_loss: 0.000905713 | Time: 2940.74 ms [2021-01-21 21:33:32 main:574] : INFO : Epoch 1662 | loss: 0.000886366 | val_loss: 0.000827903 | Time: 3667.55 ms [2021-01-21 21:33:35 main:574] : INFO : Epoch 1663 | loss: 0.000855285 | val_loss: 0.000824965 | Time: 2927.87 ms [2021-01-21 21:33:38 main:574] : INFO : Epoch 1664 | loss: 0.000847026 | val_loss: 0.000814634 | Time: 2920.58 ms [2021-01-21 21:33:41 main:574] : INFO : Epoch 1665 | loss: 0.000845513 | val_loss: 0.000814508 | Time: 2987.65 ms [2021-01-21 21:33:44 main:574] : INFO : Epoch 1666 | loss: 0.000850503 | val_loss: 0.000812899 | Time: 2921.79 ms [2021-01-21 21:33:47 main:574] : INFO : Epoch 1667 | loss: 0.000852281 | val_loss: 0.000812297 | Time: 2864.76 ms [2021-01-21 21:33:50 main:574] : INFO : Epoch 1668 | loss: 0.000840768 | val_loss: 0.000807071 | Time: 2893.76 ms [2021-01-21 21:33:53 main:574] : INFO : Epoch 1669 | loss: 0.000840702 | val_loss: 0.000814873 | Time: 2823.89 ms [2021-01-21 21:33:56 main:574] : INFO : Epoch 1670 | loss: 0.000854289 | val_loss: 0.000813358 | Time: 2839.68 ms [2021-01-21 21:33:59 main:574] : INFO : Epoch 1671 | loss: 0.000839411 | val_loss: 0.000808859 | Time: 2839.1 ms [2021-01-21 21:34:02 main:574] : INFO : Epoch 1672 | loss: 0.000836106 | val_loss: 0.000804261 | Time: 2939.72 ms [2021-01-21 21:34:05 main:574] : INFO : Epoch 1673 | loss: 0.000832383 | val_loss: 0.000804806 | Time: 2912.96 ms [2021-01-21 21:34:08 main:574] : INFO : Epoch 1674 | loss: 0.000832782 | val_loss: 0.000808303 | Time: 2965.63 ms [2021-01-21 21:34:11 main:574] : INFO : Epoch 1675 | loss: 0.000831736 | val_loss: 0.000799057 | Time: 2757.57 ms [2021-01-21 21:34:14 main:574] : INFO : Epoch 1676 | loss: 0.000836589 | val_loss: 0.000827921 | Time: 2922.24 ms [2021-01-21 21:34:17 main:574] : INFO : Epoch 1677 | loss: 0.000850334 | val_loss: 0.000809307 | Time: 2903.31 ms [2021-01-21 21:34:20 main:574] : INFO : Epoch 1678 | loss: 0.000835267 | val_loss: 0.000802905 | Time: 2927.67 ms [2021-01-21 21:34:23 main:574] : INFO : Epoch 1679 | loss: 0.00083223 | val_loss: 0.00079946 | Time: 2944.46 ms [2021-01-21 21:34:26 main:574] : INFO : Epoch 1680 | loss: 0.000845488 | val_loss: 0.000807473 | Time: 2845.96 ms [2021-01-21 21:34:28 main:574] : INFO : Epoch 1681 | loss: 0.000837545 | val_loss: 0.000800903 | Time: 2863.93 ms [2021-01-21 21:34:31 main:574] : INFO : Epoch 1682 | loss: 0.000832556 | val_loss: 0.000803174 | Time: 2973.85 ms [2021-01-21 21:34:34 main:574] : INFO : Epoch 1683 | loss: 0.000833306 | val_loss: 0.000803701 | Time: 2904 ms [2021-01-21 21:34:38 main:574] : INFO : Epoch 1684 | loss: 0.000844705 | val_loss: 0.00081046 | Time: 3114.86 ms [2021-01-21 21:34:41 main:574] : INFO : Epoch 1685 | loss: 0.000830938 | val_loss: 0.000800708 | Time: 2893.35 ms [2021-01-21 21:34:43 main:574] : INFO : Epoch 1686 | loss: 0.000829068 | val_loss: 0.000798635 | Time: 2771.3 ms [2021-01-21 21:34:46 main:574] : INFO : Epoch 1687 | loss: 0.000834578 | val_loss: 0.000804539 | Time: 2973.46 ms [2021-01-21 21:34:49 main:574] : INFO : Epoch 1688 | loss: 0.00083155 | val_loss: 0.00079821 | Time: 2898.35 ms [2021-01-21 21:34:52 main:574] : INFO : Epoch 1689 | loss: 0.000825808 | val_loss: 0.000798484 | Time: 2798.91 ms [2021-01-21 21:34:55 main:574] : INFO : Epoch 1690 | loss: 0.00082535 | val_loss: 0.000795769 | Time: 2863.45 ms [2021-01-21 21:34:58 main:574] : INFO : Epoch 1691 | loss: 0.00082741 | val_loss: 0.000797849 | Time: 2739.89 ms [2021-01-21 21:35:01 main:574] : INFO : Epoch 1692 | loss: 0.000830665 | val_loss: 0.00079591 | Time: 2841.51 ms [2021-01-21 21:35:04 main:574] : INFO : Epoch 1693 | loss: 0.000827564 | val_loss: 0.00079675 | Time: 2661.72 ms [2021-01-21 21:35:07 main:574] : INFO : Epoch 1694 | loss: 0.000827237 | val_loss: 0.000801469 | Time: 2929.04 ms [2021-01-21 21:35:10 main:574] : INFO : Epoch 1695 | loss: 0.000835458 | val_loss: 0.000807941 | Time: 3027.05 ms [2021-01-21 21:35:13 main:574] : INFO : Epoch 1696 | loss: 0.000830733 | val_loss: 0.000805705 | Time: 2832.17 ms [2021-01-21 21:35:16 main:574] : INFO : Epoch 1697 | loss: 0.000829221 | val_loss: 0.000796676 | Time: 2912.44 ms [2021-01-21 21:35:19 main:574] : INFO : Epoch 1698 | loss: 0.000823763 | val_loss: 0.000792605 | Time: 2959.5 ms [2021-01-21 21:35:22 main:574] : INFO : Epoch 1699 | loss: 0.000829542 | val_loss: 0.000859151 | Time: 2929.03 ms [2021-01-21 21:35:25 main:574] : INFO : Epoch 1700 | loss: 0.000862188 | val_loss: 0.00080311 | Time: 2834.12 ms [2021-01-21 21:35:28 main:574] : INFO : Epoch 1701 | loss: 0.000855217 | val_loss: 0.000806512 | Time: 2840.26 ms [2021-01-21 21:35:31 main:574] : INFO : Epoch 1702 | loss: 0.000840654 | val_loss: 0.000803494 | Time: 2793.12 ms [2021-01-21 21:35:34 main:574] : INFO : Epoch 1703 | loss: 0.000827165 | val_loss: 0.000795361 | Time: 2810.16 ms [2021-01-21 21:35:37 main:574] : INFO : Epoch 1704 | loss: 0.000820585 | val_loss: 0.000803925 | Time: 2878.35 ms [2021-01-21 21:35:39 main:574] : INFO : Epoch 1705 | loss: 0.000839068 | val_loss: 0.000811399 | Time: 2889.76 ms [2021-01-21 21:35:42 main:574] : INFO : Epoch 1706 | loss: 0.000834771 | val_loss: 0.000795029 | Time: 2826.65 ms [2021-01-21 21:35:45 main:574] : INFO : Epoch 1707 | loss: 0.000825666 | val_loss: 0.000794104 | Time: 2847.28 ms [2021-01-21 21:35:48 main:574] : INFO : Epoch 1708 | loss: 0.000823558 | val_loss: 0.000798816 | Time: 2807.13 ms [2021-01-21 21:35:51 main:574] : INFO : Epoch 1709 | loss: 0.00082264 | val_loss: 0.00079223 | Time: 2937.12 ms [2021-01-21 21:35:54 main:574] : INFO : Epoch 1710 | loss: 0.000831395 | val_loss: 0.000794485 | Time: 2801.14 ms [2021-01-21 21:35:57 main:574] : INFO : Epoch 1711 | loss: 0.000829981 | val_loss: 0.000797473 | Time: 2877.88 ms [2021-01-21 21:36:00 main:574] : INFO : Epoch 1712 | loss: 0.000822862 | val_loss: 0.000795056 | Time: 2825.4 ms [2021-01-21 21:36:03 main:574] : INFO : Epoch 1713 | loss: 0.00082293 | val_loss: 0.000800055 | Time: 2816.12 ms [2021-01-21 21:36:06 main:574] : INFO : Epoch 1714 | loss: 0.000819026 | val_loss: 0.000785577 | Time: 2827.33 ms [2021-01-21 21:36:09 main:574] : INFO : Epoch 1715 | loss: 0.000821138 | val_loss: 0.000793103 | Time: 2856.37 ms [2021-01-21 21:36:12 main:574] : INFO : Epoch 1716 | loss: 0.000824714 | val_loss: 0.00080728 | Time: 2830.04 ms [2021-01-21 21:36:15 main:574] : INFO : Epoch 1717 | loss: 0.000822562 | val_loss: 0.000788208 | Time: 2890.87 ms [2021-01-21 21:36:18 main:574] : INFO : Epoch 1718 | loss: 0.000823444 | val_loss: 0.000792415 | Time: 2871.58 ms [2021-01-21 21:36:21 main:574] : INFO : Epoch 1719 | loss: 0.000817046 | val_loss: 0.000784405 | Time: 2849.62 ms [2021-01-21 21:36:23 main:574] : INFO : Epoch 1720 | loss: 0.000821056 | val_loss: 0.000801589 | Time: 2842.1 ms [2021-01-21 21:36:26 main:574] : INFO : Epoch 1721 | loss: 0.000822471 | val_loss: 0.000787059 | Time: 2802.32 ms [2021-01-21 21:36:29 main:574] : INFO : Epoch 1722 | loss: 0.000828603 | val_loss: 0.000794111 | Time: 2776.03 ms [2021-01-21 21:36:32 main:574] : INFO : Epoch 1723 | loss: 0.00195384 | val_loss: 0.00254352 | Time: 2804 ms [2021-01-21 21:36:35 main:574] : INFO : Epoch 1724 | loss: 0.00191106 | val_loss: 0.0014472 | Time: 2808.76 ms [2021-01-21 21:36:38 main:574] : INFO : Epoch 1725 | loss: 0.00129369 | val_loss: 0.00122877 | Time: 2808.08 ms [2021-01-21 21:36:41 main:574] : INFO : Epoch 1726 | loss: 0.00115728 | val_loss: 0.00107436 | Time: 2883.91 ms [2021-01-21 21:36:44 main:574] : INFO : Epoch 1727 | loss: 0.00105464 | val_loss: 0.00102774 | Time: 2855.95 ms [2021-01-21 21:36:47 main:574] : INFO : Epoch 1728 | loss: 0.00102142 | val_loss: 0.000963006 | Time: 2838.36 ms [2021-01-21 21:36:50 main:574] : INFO : Epoch 1729 | loss: 0.000954715 | val_loss: 0.000906289 | Time: 2815.54 ms [2021-01-21 21:36:53 main:574] : INFO : Epoch 1730 | loss: 0.000921968 | val_loss: 0.000877563 | Time: 2731.68 ms [2021-01-21 21:36:56 main:574] : INFO : Epoch 1731 | loss: 0.000902459 | val_loss: 0.00086879 | Time: 2842.13 ms [2021-01-21 21:36:59 main:574] : INFO : Epoch 1732 | loss: 0.000906591 | val_loss: 0.000880091 | Time: 2812.45 ms [2021-01-21 21:37:01 main:574] : INFO : Epoch 1733 | loss: 0.000902174 | val_loss: 0.00087048 | Time: 2796.85 ms [2021-01-21 21:37:04 main:574] : INFO : Epoch 1734 | loss: 0.000896689 | val_loss: 0.000856393 | Time: 2841.77 ms [2021-01-21 21:37:07 main:574] : INFO : Epoch 1735 | loss: 0.000885941 | val_loss: 0.000852586 | Time: 2817.72 ms [2021-01-21 21:37:10 main:574] : INFO : Epoch 1736 | loss: 0.000885211 | val_loss: 0.000851378 | Time: 2748.15 ms [2021-01-21 21:37:13 main:574] : INFO : Epoch 1737 | loss: 0.000884703 | val_loss: 0.000855661 | Time: 2777.36 ms [2021-01-21 21:37:16 main:574] : INFO : Epoch 1738 | loss: 0.000884922 | val_loss: 0.00085246 | Time: 2828.41 ms [2021-01-21 21:37:19 main:574] : INFO : Epoch 1739 | loss: 0.000884532 | val_loss: 0.000848304 | Time: 2828.94 ms [2021-01-21 21:37:22 main:574] : INFO : Epoch 1740 | loss: 0.000882346 | val_loss: 0.00085178 | Time: 2895.84 ms [2021-01-21 21:37:25 main:574] : INFO : Epoch 1741 | loss: 0.000882376 | val_loss: 0.000847792 | Time: 2842.27 ms [2021-01-21 21:37:28 main:574] : INFO : Epoch 1742 | loss: 0.000877456 | val_loss: 0.000848707 | Time: 2858.71 ms [2021-01-21 21:37:31 main:574] : INFO : Epoch 1743 | loss: 0.00087931 | val_loss: 0.000848526 | Time: 2708.57 ms [2021-01-21 21:37:34 main:574] : INFO : Epoch 1744 | loss: 0.00087557 | val_loss: 0.000846622 | Time: 2788.93 ms [2021-01-21 21:37:37 main:574] : INFO : Epoch 1745 | loss: 0.000886987 | val_loss: 0.000851311 | Time: 2855.16 ms [2021-01-21 21:37:39 main:574] : INFO : Epoch 1746 | loss: 0.000894124 | val_loss: 0.000849174 | Time: 2813 ms [2021-01-21 21:37:42 main:574] : INFO : Epoch 1747 | loss: 0.000875296 | val_loss: 0.000845154 | Time: 2764.34 ms [2021-01-21 21:37:45 main:574] : INFO : Epoch 1748 | loss: 0.0008789 | val_loss: 0.000844395 | Time: 2771.26 ms [2021-01-21 21:37:48 main:574] : INFO : Epoch 1749 | loss: 0.000873056 | val_loss: 0.000845788 | Time: 2749.51 ms [2021-01-21 21:37:51 main:574] : INFO : Epoch 1750 | loss: 0.000869453 | val_loss: 0.000838624 | Time: 2712.49 ms [2021-01-21 21:37:54 main:574] : INFO : Epoch 1751 | loss: 0.000876116 | val_loss: 0.000839784 | Time: 2872.22 ms [2021-01-21 21:37:56 main:574] : INFO : Epoch 1752 | loss: 0.000869324 | val_loss: 0.000839759 | Time: 2716.57 ms [2021-01-21 21:37:59 main:574] : INFO : Epoch 1753 | loss: 0.00086655 | val_loss: 0.00083811 | Time: 2776.62 ms [2021-01-21 21:38:02 main:574] : INFO : Epoch 1754 | loss: 0.000865135 | val_loss: 0.000840106 | Time: 2851.89 ms [2021-01-21 21:38:05 main:574] : INFO : Epoch 1755 | loss: 0.000876009 | val_loss: 0.000838648 | Time: 2803.57 ms [2021-01-21 21:38:08 main:574] : INFO : Epoch 1756 | loss: 0.000864523 | val_loss: 0.000829354 | Time: 2752.52 ms [2021-01-21 21:38:11 main:574] : INFO : Epoch 1757 | loss: 0.000849461 | val_loss: 0.000797189 | Time: 2738.92 ms [2021-01-21 21:38:13 main:574] : INFO : Epoch 1758 | loss: 0.000982179 | val_loss: 0.000893679 | Time: 2785.32 ms [2021-01-21 21:38:16 main:574] : INFO : Epoch 1759 | loss: 0.000909815 | val_loss: 0.000851367 | Time: 2864.63 ms [2021-01-21 21:38:19 main:574] : INFO : Epoch 1760 | loss: 0.000875105 | val_loss: 0.000850447 | Time: 2788.37 ms [2021-01-21 21:38:22 main:574] : INFO : Epoch 1761 | loss: 0.00301356 | val_loss: 0.00316217 | Time: 2917.58 ms [2021-01-21 21:38:25 main:574] : INFO : Epoch 1762 | loss: 0.00262508 | val_loss: 0.00229745 | Time: 2877.5 ms [2021-01-21 21:38:28 main:574] : INFO : Epoch 1763 | loss: 0.00202748 | val_loss: 0.00184545 | Time: 2842.46 ms [2021-01-21 21:38:31 main:574] : INFO : Epoch 1764 | loss: 0.00167188 | val_loss: 0.00147619 | Time: 2682.04 ms [2021-01-21 21:38:34 main:574] : INFO : Epoch 1765 | loss: 0.00137262 | val_loss: 0.00119892 | Time: 2795.68 ms [2021-01-21 21:38:37 main:574] : INFO : Epoch 1766 | loss: 0.0011858 | val_loss: 0.00114683 | Time: 2710.7 ms [2021-01-21 21:38:40 main:574] : INFO : Epoch 1767 | loss: 0.00114902 | val_loss: 0.00110864 | Time: 2830.19 ms [2021-01-21 21:38:43 main:574] : INFO : Epoch 1768 | loss: 0.0011122 | val_loss: 0.00106442 | Time: 2828.89 ms [2021-01-21 21:38:46 main:574] : INFO : Epoch 1769 | loss: 0.00107635 | val_loss: 0.00104059 | Time: 2853.91 ms [2021-01-21 21:38:48 main:574] : INFO : Epoch 1770 | loss: 0.00105139 | val_loss: 0.00100509 | Time: 2753.66 ms [2021-01-21 21:38:51 main:574] : INFO : Epoch 1771 | loss: 0.00113265 | val_loss: 0.00136991 | Time: 2765.88 ms [2021-01-21 21:38:54 main:574] : INFO : Epoch 1772 | loss: 0.00218434 | val_loss: 0.00182043 | Time: 2793 ms [2021-01-21 21:38:57 main:574] : INFO : Epoch 1773 | loss: 0.00155441 | val_loss: 0.00120516 | Time: 2928.08 ms [2021-01-21 21:39:00 main:574] : INFO : Epoch 1774 | loss: 0.00112324 | val_loss: 0.0010153 | Time: 2731.74 ms [2021-01-21 21:39:03 main:574] : INFO : Epoch 1775 | loss: 0.000996729 | val_loss: 0.000938906 | Time: 2815.74 ms [2021-01-21 21:39:06 main:574] : INFO : Epoch 1776 | loss: 0.000925558 | val_loss: 0.000872862 | Time: 2790.42 ms [2021-01-21 21:39:09 main:574] : INFO : Epoch 1777 | loss: 0.000893293 | val_loss: 0.000869606 | Time: 2915.9 ms [2021-01-21 21:39:12 main:574] : INFO : Epoch 1778 | loss: 0.000869795 | val_loss: 0.000841327 | Time: 2872.12 ms [2021-01-21 21:39:15 main:574] : INFO : Epoch 1779 | loss: 0.00085669 | val_loss: 0.000822374 | Time: 2746.49 ms [2021-01-21 21:39:17 main:574] : INFO : Epoch 1780 | loss: 0.000837416 | val_loss: 0.000812664 | Time: 2875.39 ms [2021-01-21 21:39:20 main:574] : INFO : Epoch 1781 | loss: 0.000825925 | val_loss: 0.000805902 | Time: 2869.96 ms [2021-01-21 21:39:23 main:574] : INFO : Epoch 1782 | loss: 0.000825662 | val_loss: 0.000807363 | Time: 2825.69 ms [2021-01-21 21:39:26 main:574] : INFO : Epoch 1783 | loss: 0.000825879 | val_loss: 0.000802918 | Time: 2742.19 ms [2021-01-21 21:39:29 main:574] : INFO : Epoch 1784 | loss: 0.000817393 | val_loss: 0.000807137 | Time: 2764.26 ms [2021-01-21 21:39:32 main:574] : INFO : Epoch 1785 | loss: 0.000813118 | val_loss: 0.00078718 | Time: 2853.01 ms [2021-01-21 21:39:35 main:574] : INFO : Epoch 1786 | loss: 0.000809736 | val_loss: 0.000783436 | Time: 2860.73 ms [2021-01-21 21:39:38 main:574] : INFO : Epoch 1787 | loss: 0.00080597 | val_loss: 0.000784279 | Time: 2726.55 ms [2021-01-21 21:39:41 main:574] : INFO : Epoch 1788 | loss: 0.000809014 | val_loss: 0.000795142 | Time: 2818.02 ms [2021-01-21 21:39:44 main:574] : INFO : Epoch 1789 | loss: 0.000804843 | val_loss: 0.000785268 | Time: 2890.68 ms [2021-01-21 21:39:47 main:574] : INFO : Epoch 1790 | loss: 0.000804653 | val_loss: 0.000778627 | Time: 2902.99 ms [2021-01-21 21:39:50 main:574] : INFO : Epoch 1791 | loss: 0.000801459 | val_loss: 0.000774375 | Time: 2836.24 ms [2021-01-21 21:39:52 main:574] : INFO : Epoch 1792 | loss: 0.000797421 | val_loss: 0.000793967 | Time: 2834.26 ms [2021-01-21 21:39:55 main:574] : INFO : Epoch 1793 | loss: 0.000787635 | val_loss: 0.000713514 | Time: 2851.66 ms [2021-01-21 21:39:58 main:574] : INFO : Epoch 1794 | loss: 0.00077123 | val_loss: 0.000782887 | Time: 2843.86 ms [2021-01-21 21:40:01 main:574] : INFO : Epoch 1795 | loss: 0.000799921 | val_loss: 0.000776036 | Time: 2708.35 ms [2021-01-21 21:40:04 main:574] : INFO : Epoch 1796 | loss: 0.000793573 | val_loss: 0.000777296 | Time: 2803.04 ms [2021-01-21 21:40:07 main:574] : INFO : Epoch 1797 | loss: 0.000782298 | val_loss: 0.000743489 | Time: 2857.11 ms [2021-01-21 21:40:10 main:574] : INFO : Epoch 1798 | loss: 0.000715079 | val_loss: 0.000682864 | Time: 2911.88 ms [2021-01-21 21:40:13 main:574] : INFO : Epoch 1799 | loss: 0.000707411 | val_loss: 0.000752375 | Time: 2737.85 ms [2021-01-21 21:40:15 main:574] : INFO : Epoch 1800 | loss: 0.000771197 | val_loss: 0.000726246 | Time: 2800.72 ms [2021-01-21 21:40:18 main:574] : INFO : Epoch 1801 | loss: 0.000716183 | val_loss: 0.000739841 | Time: 2715.84 ms [2021-01-21 21:40:21 main:574] : INFO : Epoch 1802 | loss: 0.000780058 | val_loss: 0.000691814 | Time: 2831.7 ms [2021-01-21 21:40:24 main:574] : INFO : Epoch 1803 | loss: 0.000747899 | val_loss: 0.000748423 | Time: 2906.28 ms [2021-01-21 21:40:27 main:574] : INFO : Epoch 1804 | loss: 0.000784227 | val_loss: 0.000691524 | Time: 2851.75 ms [2021-01-21 21:40:30 main:574] : INFO : Epoch 1805 | loss: 0.000720617 | val_loss: 0.000691261 | Time: 2804.69 ms [2021-01-21 21:40:33 main:574] : INFO : Epoch 1806 | loss: 0.000812276 | val_loss: 0.000799267 | Time: 2802.47 ms [2021-01-21 21:40:35 main:574] : INFO : Epoch 1807 | loss: 0.000806455 | val_loss: 0.000775086 | Time: 2645.71 ms [2021-01-21 21:40:39 main:574] : INFO : Epoch 1808 | loss: 0.000793532 | val_loss: 0.000770812 | Time: 2899.84 ms [2021-01-21 21:40:42 main:574] : INFO : Epoch 1809 | loss: 0.000796149 | val_loss: 0.00077651 | Time: 2851.5 ms [2021-01-21 21:40:45 main:574] : INFO : Epoch 1810 | loss: 0.00079152 | val_loss: 0.000791381 | Time: 2789.86 ms [2021-01-21 21:40:47 main:574] : INFO : Epoch 1811 | loss: 0.000797053 | val_loss: 0.000775483 | Time: 2639.73 ms [2021-01-21 21:40:50 main:574] : INFO : Epoch 1812 | loss: 0.000792063 | val_loss: 0.000761746 | Time: 2835.72 ms [2021-01-21 21:40:53 main:574] : INFO : Epoch 1813 | loss: 0.000777194 | val_loss: 0.000768196 | Time: 2906.01 ms [2021-01-21 21:40:56 main:574] : INFO : Epoch 1814 | loss: 0.000796172 | val_loss: 0.000778416 | Time: 2834.36 ms [2021-01-21 21:40:59 main:574] : INFO : Epoch 1815 | loss: 0.000787669 | val_loss: 0.000758108 | Time: 2809.58 ms [2021-01-21 21:41:02 main:574] : INFO : Epoch 1816 | loss: 0.000762578 | val_loss: 0.000733343 | Time: 2741.16 ms [2021-01-21 21:41:04 main:574] : INFO : Epoch 1817 | loss: 0.000704828 | val_loss: 0.000580365 | Time: 2820.29 ms [2021-01-21 21:41:07 main:574] : INFO : Epoch 1818 | loss: 0.000627623 | val_loss: 0.000561391 | Time: 2792.72 ms [2021-01-21 21:41:10 main:574] : INFO : Epoch 1819 | loss: 0.000591516 | val_loss: 0.000513984 | Time: 2733.63 ms [2021-01-21 21:41:13 main:574] : INFO : Epoch 1820 | loss: 0.00057337 | val_loss: 0.000501014 | Time: 2730.57 ms [2021-01-21 21:41:16 main:574] : INFO : Epoch 1821 | loss: 0.000561085 | val_loss: 0.000560492 | Time: 2793.43 ms [2021-01-21 21:41:19 main:574] : INFO : Epoch 1822 | loss: 0.000576204 | val_loss: 0.000492576 | Time: 2789.98 ms [2021-01-21 21:41:21 main:574] : INFO : Epoch 1823 | loss: 0.00321978 | val_loss: 0.00458884 | Time: 2801.34 ms [2021-01-21 21:41:24 main:574] : INFO : Epoch 1824 | loss: 0.00380875 | val_loss: 0.0019466 | Time: 2778.04 ms [2021-01-21 21:41:27 main:574] : INFO : Epoch 1825 | loss: 0.00121223 | val_loss: 0.000840201 | Time: 2701.34 ms [2021-01-21 21:41:30 main:574] : INFO : Epoch 1826 | loss: 0.000792738 | val_loss: 0.000706702 | Time: 2799.56 ms [2021-01-21 21:41:33 main:574] : INFO : Epoch 1827 | loss: 0.000689632 | val_loss: 0.000634786 | Time: 2769.51 ms [2021-01-21 21:41:36 main:574] : INFO : Epoch 1828 | loss: 0.000706758 | val_loss: 0.000646571 | Time: 2866.3 ms [2021-01-21 21:41:39 main:574] : INFO : Epoch 1829 | loss: 0.000740649 | val_loss: 0.000906826 | Time: 2734.88 ms [2021-01-21 21:41:41 main:574] : INFO : Epoch 1830 | loss: 0.000698035 | val_loss: 0.000596919 | Time: 2805.66 ms [2021-01-21 21:41:44 main:574] : INFO : Epoch 1831 | loss: 0.00061219 | val_loss: 0.000568854 | Time: 2814.48 ms [2021-01-21 21:41:47 main:574] : INFO : Epoch 1832 | loss: 0.00069898 | val_loss: 0.000641115 | Time: 2749.93 ms [2021-01-21 21:41:50 main:574] : INFO : Epoch 1833 | loss: 0.000601166 | val_loss: 0.000526018 | Time: 2808.34 ms [2021-01-21 21:41:53 main:574] : INFO : Epoch 1834 | loss: 0.00094233 | val_loss: 0.000830452 | Time: 2865.73 ms [2021-01-21 21:41:56 main:574] : INFO : Epoch 1835 | loss: 0.000839895 | val_loss: 0.000796279 | Time: 2799.48 ms [2021-01-21 21:41:59 main:574] : INFO : Epoch 1836 | loss: 0.000808102 | val_loss: 0.000794615 | Time: 2822.31 ms [2021-01-21 21:42:02 main:574] : INFO : Epoch 1837 | loss: 0.000790745 | val_loss: 0.000703447 | Time: 2756.92 ms [2021-01-21 21:42:04 main:574] : INFO : Epoch 1838 | loss: 0.000733743 | val_loss: 0.000715069 | Time: 2767.82 ms [2021-01-21 21:42:07 main:574] : INFO : Epoch 1839 | loss: 0.000723796 | val_loss: 0.000704504 | Time: 2794.32 ms [2021-01-21 21:42:10 main:574] : INFO : Epoch 1840 | loss: 0.000725784 | val_loss: 0.000680678 | Time: 2846.78 ms [2021-01-21 21:42:13 main:574] : INFO : Epoch 1841 | loss: 0.00080645 | val_loss: 0.000840467 | Time: 2803.86 ms [2021-01-21 21:42:16 main:574] : INFO : Epoch 1842 | loss: 0.000807212 | val_loss: 0.000758874 | Time: 2699.65 ms [2021-01-21 21:42:19 main:574] : INFO : Epoch 1843 | loss: 0.000740414 | val_loss: 0.000685354 | Time: 2811.17 ms [2021-01-21 21:42:21 main:574] : INFO : Epoch 1844 | loss: 0.000730248 | val_loss: 0.000727044 | Time: 2824.82 ms [2021-01-21 21:42:24 main:574] : INFO : Epoch 1845 | loss: 0.000716174 | val_loss: 0.000695644 | Time: 2887.96 ms [2021-01-21 21:42:27 main:574] : INFO : Epoch 1846 | loss: 0.000700222 | val_loss: 0.000673116 | Time: 2798.19 ms [2021-01-21 21:42:30 main:574] : INFO : Epoch 1847 | loss: 0.000676033 | val_loss: 0.000640853 | Time: 2779.16 ms [2021-01-21 21:42:33 main:574] : INFO : Epoch 1848 | loss: 0.000657743 | val_loss: 0.000623675 | Time: 2797.57 ms [2021-01-21 21:42:36 main:574] : INFO : Epoch 1849 | loss: 0.00064547 | val_loss: 0.000622082 | Time: 2854.32 ms [2021-01-21 21:42:39 main:574] : INFO : Epoch 1850 | loss: 0.000628501 | val_loss: 0.000582709 | Time: 2823.13 ms [2021-01-21 21:42:42 main:574] : INFO : Epoch 1851 | loss: 0.000589051 | val_loss: 0.000567593 | Time: 2717.44 ms [2021-01-21 21:42:44 main:574] : INFO : Epoch 1852 | loss: 0.000692131 | val_loss: 0.0006953 | Time: 2832.3 ms [2021-01-21 21:42:47 main:574] : INFO : Epoch 1853 | loss: 0.00072742 | val_loss: 0.000674942 | Time: 2788.13 ms [2021-01-21 21:42:50 main:574] : INFO : Epoch 1854 | loss: 0.000673107 | val_loss: 0.000618602 | Time: 2898.21 ms [2021-01-21 21:42:53 main:574] : INFO : Epoch 1855 | loss: 0.000615227 | val_loss: 0.00057449 | Time: 2784.47 ms [2021-01-21 21:42:56 main:574] : INFO : Epoch 1856 | loss: 0.00141853 | val_loss: 0.00418351 | Time: 2824.56 ms [2021-01-21 21:42:59 main:574] : INFO : Epoch 1857 | loss: 0.00478347 | val_loss: 0.00442278 | Time: 2821.44 ms [2021-01-21 21:43:02 main:574] : INFO : Epoch 1858 | loss: 0.00427524 | val_loss: 0.00384397 | Time: 2944.79 ms [2021-01-21 21:43:05 main:574] : INFO : Epoch 1859 | loss: 0.00362487 | val_loss: 0.00342021 | Time: 2850.16 ms [2021-01-21 21:43:08 main:574] : INFO : Epoch 1860 | loss: 0.00312668 | val_loss: 0.002814 | Time: 2887.52 ms [2021-01-21 21:43:11 main:574] : INFO : Epoch 1861 | loss: 0.00261157 | val_loss: 0.00234187 | Time: 2809.93 ms [2021-01-21 21:43:14 main:574] : INFO : Epoch 1862 | loss: 0.0022475 | val_loss: 0.00202899 | Time: 2809.21 ms [2021-01-21 21:43:17 main:574] : INFO : Epoch 1863 | loss: 0.00202855 | val_loss: 0.00181151 | Time: 2820.02 ms [2021-01-21 21:43:20 main:574] : INFO : Epoch 1864 | loss: 0.00181841 | val_loss: 0.00170824 | Time: 2794.81 ms [2021-01-21 21:43:23 main:574] : INFO : Epoch 1865 | loss: 0.00172201 | val_loss: 0.00161565 | Time: 2885.08 ms [2021-01-21 21:43:25 main:574] : INFO : Epoch 1866 | loss: 0.00167019 | val_loss: 0.00157804 | Time: 2815.5 ms [2021-01-21 21:43:28 main:574] : INFO : Epoch 1867 | loss: 0.00184748 | val_loss: 0.00169409 | Time: 2783.76 ms [2021-01-21 21:43:31 main:574] : INFO : Epoch 1868 | loss: 0.00165446 | val_loss: 0.00149931 | Time: 2902.12 ms [2021-01-21 21:43:34 main:574] : INFO : Epoch 1869 | loss: 0.0014712 | val_loss: 0.00134656 | Time: 2787.12 ms [2021-01-21 21:43:37 main:574] : INFO : Epoch 1870 | loss: 0.00131764 | val_loss: 0.00124997 | Time: 2803.96 ms [2021-01-21 21:43:40 main:574] : INFO : Epoch 1871 | loss: 0.00151313 | val_loss: 0.00164325 | Time: 2836.75 ms [2021-01-21 21:43:43 main:574] : INFO : Epoch 1872 | loss: 0.00143603 | val_loss: 0.00120457 | Time: 2713.17 ms [2021-01-21 21:43:46 main:574] : INFO : Epoch 1873 | loss: 0.0012784 | val_loss: 0.00114937 | Time: 2818.9 ms [2021-01-21 21:43:49 main:574] : INFO : Epoch 1874 | loss: 0.00120796 | val_loss: 0.00109751 | Time: 2826.07 ms [2021-01-21 21:43:51 main:574] : INFO : Epoch 1875 | loss: 0.00116428 | val_loss: 0.00127231 | Time: 2715.19 ms [2021-01-21 21:43:54 main:574] : INFO : Epoch 1876 | loss: 0.00152791 | val_loss: 0.0013455 | Time: 2839.96 ms [2021-01-21 21:43:57 main:574] : INFO : Epoch 1877 | loss: 0.00125565 | val_loss: 0.00107333 | Time: 2640.37 ms [2021-01-21 21:44:00 main:574] : INFO : Epoch 1878 | loss: 0.00113933 | val_loss: 0.00108728 | Time: 2691.36 ms [2021-01-21 21:44:02 main:574] : INFO : Epoch 1879 | loss: 0.00127748 | val_loss: 0.00126828 | Time: 2774.19 ms [2021-01-21 21:44:05 main:574] : INFO : Epoch 1880 | loss: 0.00116442 | val_loss: 0.00101937 | Time: 2938.47 ms [2021-01-21 21:44:08 main:574] : INFO : Epoch 1881 | loss: 0.00104878 | val_loss: 0.00101426 | Time: 2774.14 ms [2021-01-21 21:44:11 main:574] : INFO : Epoch 1882 | loss: 0.00100402 | val_loss: 0.000961375 | Time: 2925.91 ms [2021-01-21 21:44:14 main:574] : INFO : Epoch 1883 | loss: 0.000993393 | val_loss: 0.00093441 | Time: 2655.41 ms [2021-01-21 21:44:17 main:574] : INFO : Epoch 1884 | loss: 0.000951409 | val_loss: 0.000918179 | Time: 2781.06 ms [2021-01-21 21:44:20 main:574] : INFO : Epoch 1885 | loss: 0.000890997 | val_loss: 0.000822186 | Time: 2755.58 ms [2021-01-21 21:44:22 main:574] : INFO : Epoch 1886 | loss: 0.000866652 | val_loss: 0.00083219 | Time: 2656.01 ms [2021-01-21 21:44:25 main:574] : INFO : Epoch 1887 | loss: 0.00085222 | val_loss: 0.000803818 | Time: 2779.4 ms [2021-01-21 21:44:28 main:574] : INFO : Epoch 1888 | loss: 0.000995562 | val_loss: 0.000920054 | Time: 2928.97 ms [2021-01-21 21:44:31 main:574] : INFO : Epoch 1889 | loss: 0.000847994 | val_loss: 0.000771954 | Time: 2782.55 ms [2021-01-21 21:44:34 main:574] : INFO : Epoch 1890 | loss: 0.000766764 | val_loss: 0.000709223 | Time: 2899.24 ms [2021-01-21 21:44:37 main:574] : INFO : Epoch 1891 | loss: 0.000672941 | val_loss: 0.000516776 | Time: 2775.99 ms [2021-01-21 21:44:40 main:574] : INFO : Epoch 1892 | loss: 0.000663184 | val_loss: 0.00107371 | Time: 2816.01 ms [2021-01-21 21:44:43 main:574] : INFO : Epoch 1893 | loss: 0.00515675 | val_loss: 0.0128146 | Time: 2901.53 ms [2021-01-21 21:44:46 main:574] : INFO : Epoch 1894 | loss: 0.00758381 | val_loss: 0.00542067 | Time: 2844.17 ms [2021-01-21 21:44:49 main:574] : INFO : Epoch 1895 | loss: 0.00493717 | val_loss: 0.00338626 | Time: 2997.59 ms [2021-01-21 21:44:52 main:574] : INFO : Epoch 1896 | loss: 0.00168973 | val_loss: 0.00162301 | Time: 2835.19 ms [2021-01-21 21:44:55 main:574] : INFO : Epoch 1897 | loss: 0.00122888 | val_loss: 0.000898528 | Time: 2840.87 ms [2021-01-21 21:44:58 main:574] : INFO : Epoch 1898 | loss: 0.000768749 | val_loss: 0.000429909 | Time: 2820.92 ms [2021-01-21 21:45:00 main:574] : INFO : Epoch 1899 | loss: 0.000825526 | val_loss: 0.00107537 | Time: 2814.11 ms [2021-01-21 21:45:03 main:574] : INFO : Epoch 1900 | loss: 0.000815409 | val_loss: 0.000725945 | Time: 2807.63 ms [2021-01-21 21:45:06 main:574] : INFO : Epoch 1901 | loss: 0.000629481 | val_loss: 0.000456172 | Time: 2889.49 ms [2021-01-21 21:45:09 main:574] : INFO : Epoch 1902 | loss: 0.00035855 | val_loss: 0.000303605 | Time: 2708.44 ms [2021-01-21 21:45:12 main:574] : INFO : Epoch 1903 | loss: 0.000294236 | val_loss: 0.000308298 | Time: 2747.84 ms [2021-01-21 21:45:15 main:574] : INFO : Epoch 1904 | loss: 0.000277679 | val_loss: 0.000264257 | Time: 2737.42 ms [2021-01-21 21:45:17 main:574] : INFO : Epoch 1905 | loss: 0.0002614 | val_loss: 0.000274617 | Time: 2763.97 ms [2021-01-21 21:45:20 main:574] : INFO : Epoch 1906 | loss: 0.00025598 | val_loss: 0.00024178 | Time: 2721.77 ms [2021-01-21 21:45:23 main:574] : INFO : Epoch 1907 | loss: 0.000305954 | val_loss: 0.00031451 | Time: 2836.87 ms [2021-01-21 21:45:26 main:574] : INFO : Epoch 1908 | loss: 0.000358802 | val_loss: 0.000660096 | Time: 2678.82 ms [2021-01-21 21:45:29 main:574] : INFO : Epoch 1909 | loss: 0.00103272 | val_loss: 0.000623494 | Time: 2823.2 ms [2021-01-21 21:45:32 main:574] : INFO : Epoch 1910 | loss: 0.00110407 | val_loss: 0.000774901 | Time: 2863.54 ms [2021-01-21 21:45:35 main:574] : INFO : Epoch 1911 | loss: 0.000746911 | val_loss: 0.000679446 | Time: 2760.23 ms [2021-01-21 21:45:37 main:574] : INFO : Epoch 1912 | loss: 0.000692954 | val_loss: 0.000651585 | Time: 2808.19 ms [2021-01-21 21:45:40 main:574] : INFO : Epoch 1913 | loss: 0.000676672 | val_loss: 0.000643807 | Time: 2891.06 ms [2021-01-21 21:45:43 main:574] : INFO : Epoch 1914 | loss: 0.000667816 | val_loss: 0.00063641 | Time: 2739.87 ms [2021-01-21 21:45:46 main:574] : INFO : Epoch 1915 | loss: 0.000661 | val_loss: 0.000628175 | Time: 2768.46 ms [2021-01-21 21:45:49 main:574] : INFO : Epoch 1916 | loss: 0.000655726 | val_loss: 0.000622056 | Time: 2958.98 ms [2021-01-21 21:45:52 main:574] : INFO : Epoch 1917 | loss: 0.000652314 | val_loss: 0.000619852 | Time: 2868.72 ms [2021-01-21 21:45:55 main:574] : INFO : Epoch 1918 | loss: 0.000650345 | val_loss: 0.000618446 | Time: 2821.31 ms [2021-01-21 21:45:58 main:574] : INFO : Epoch 1919 | loss: 0.000649446 | val_loss: 0.000616796 | Time: 2852.32 ms [2021-01-21 21:46:01 main:574] : INFO : Epoch 1920 | loss: 0.00064924 | val_loss: 0.000618398 | Time: 2765.27 ms [2021-01-21 21:46:04 main:574] : INFO : Epoch 1921 | loss: 0.000648285 | val_loss: 0.000615543 | Time: 2768.88 ms [2021-01-21 21:46:06 main:574] : INFO : Epoch 1922 | loss: 0.000646834 | val_loss: 0.000614016 | Time: 2819.24 ms [2021-01-21 21:46:09 main:574] : INFO : Epoch 1923 | loss: 0.000645842 | val_loss: 0.000611714 | Time: 2735.1 ms [2021-01-21 21:46:12 main:574] : INFO : Epoch 1924 | loss: 0.00064523 | val_loss: 0.000610651 | Time: 2818.61 ms [2021-01-21 21:46:15 main:574] : INFO : Epoch 1925 | loss: 0.000644559 | val_loss: 0.000609536 | Time: 2693.92 ms [2021-01-21 21:46:18 main:574] : INFO : Epoch 1926 | loss: 0.000644495 | val_loss: 0.000610054 | Time: 2693.43 ms [2021-01-21 21:46:21 main:574] : INFO : Epoch 1927 | loss: 0.000643936 | val_loss: 0.000612917 | Time: 2901.94 ms [2021-01-21 21:46:24 main:574] : INFO : Epoch 1928 | loss: 0.000643687 | val_loss: 0.000612529 | Time: 2775.87 ms [2021-01-21 21:46:27 main:574] : INFO : Epoch 1929 | loss: 0.000643407 | val_loss: 0.000611599 | Time: 2867.87 ms [2021-01-21 21:46:30 main:574] : INFO : Epoch 1930 | loss: 0.000643025 | val_loss: 0.000611037 | Time: 2774.81 ms [2021-01-21 21:46:32 main:574] : INFO : Epoch 1931 | loss: 0.000643059 | val_loss: 0.000611133 | Time: 2788.29 ms [2021-01-21 21:46:35 main:574] : INFO : Epoch 1932 | loss: 0.000642831 | val_loss: 0.000610015 | Time: 2789.02 ms [2021-01-21 21:46:38 main:574] : INFO : Epoch 1933 | loss: 0.000642236 | val_loss: 0.000608691 | Time: 2842.18 ms [2021-01-21 21:46:41 main:574] : INFO : Epoch 1934 | loss: 0.000642145 | val_loss: 0.000608723 | Time: 2701.25 ms [2021-01-21 21:46:44 main:574] : INFO : Epoch 1935 | loss: 0.000641635 | val_loss: 0.000608214 | Time: 2786.51 ms [2021-01-21 21:46:47 main:574] : INFO : Epoch 1936 | loss: 0.000641614 | val_loss: 0.000607908 | Time: 2790.18 ms [2021-01-21 21:46:49 main:574] : INFO : Epoch 1937 | loss: 0.00064141 | val_loss: 0.000607469 | Time: 2757.62 ms [2021-01-21 21:46:52 main:574] : INFO : Epoch 1938 | loss: 0.000641204 | val_loss: 0.000607473 | Time: 2823.84 ms [2021-01-21 21:46:55 main:574] : INFO : Epoch 1939 | loss: 0.000640941 | val_loss: 0.000607382 | Time: 2925.95 ms [2021-01-21 21:46:58 main:574] : INFO : Epoch 1940 | loss: 0.000640788 | val_loss: 0.000606973 | Time: 2814.06 ms [2021-01-21 21:47:01 main:574] : INFO : Epoch 1941 | loss: 0.000640697 | val_loss: 0.000606851 | Time: 2770.2 ms [2021-01-21 21:47:04 main:574] : INFO : Epoch 1942 | loss: 0.000640676 | val_loss: 0.000607242 | Time: 2803.63 ms [2021-01-21 21:47:07 main:574] : INFO : Epoch 1943 | loss: 0.000640509 | val_loss: 0.000606778 | Time: 2814.67 ms [2021-01-21 21:47:10 main:574] : INFO : Epoch 1944 | loss: 0.000640437 | val_loss: 0.000606459 | Time: 2807.9 ms [2021-01-21 21:47:12 main:574] : INFO : Epoch 1945 | loss: 0.000640104 | val_loss: 0.000606522 | Time: 2759.86 ms [2021-01-21 21:47:15 main:574] : INFO : Epoch 1946 | loss: 0.000639967 | val_loss: 0.000606206 | Time: 2738.94 ms [2021-01-21 21:47:18 main:574] : INFO : Epoch 1947 | loss: 0.000639894 | val_loss: 0.000606365 | Time: 2683.28 ms [2021-01-21 21:47:21 main:574] : INFO : Epoch 1948 | loss: 0.000639906 | val_loss: 0.00060619 | Time: 2776.99 ms [2021-01-21 21:47:24 main:574] : INFO : Epoch 1949 | loss: 0.000640099 | val_loss: 0.000605781 | Time: 2811.05 ms [2021-01-21 21:47:27 main:574] : INFO : Epoch 1950 | loss: 0.000639799 | val_loss: 0.000605668 | Time: 2925.71 ms [2021-01-21 21:47:30 main:574] : INFO : Epoch 1951 | loss: 0.000639586 | val_loss: 0.000605625 | Time: 2845.81 ms [2021-01-21 21:47:33 main:574] : INFO : Epoch 1952 | loss: 0.000639365 | val_loss: 0.000605437 | Time: 2740.13 ms [2021-01-21 21:47:35 main:574] : INFO : Epoch 1953 | loss: 0.000639266 | val_loss: 0.000605978 | Time: 2825.45 ms [2021-01-21 21:47:38 main:574] : INFO : Epoch 1954 | loss: 0.000639208 | val_loss: 0.000604872 | Time: 2803.82 ms [2021-01-21 21:47:41 main:574] : INFO : Epoch 1955 | loss: 0.000639425 | val_loss: 0.000605294 | Time: 2730.76 ms [2021-01-21 21:47:44 main:574] : INFO : Epoch 1956 | loss: 0.000639027 | val_loss: 0.000605332 | Time: 2739.06 ms [2021-01-21 21:47:47 main:574] : INFO : Epoch 1957 | loss: 0.000638963 | val_loss: 0.000605111 | Time: 2763.27 ms [2021-01-21 21:47:50 main:574] : INFO : Epoch 1958 | loss: 0.000638873 | val_loss: 0.000605093 | Time: 2742.03 ms [2021-01-21 21:47:53 main:574] : INFO : Epoch 1959 | loss: 0.000638855 | val_loss: 0.000605019 | Time: 2795.05 ms [2021-01-21 21:47:55 main:574] : INFO : Epoch 1960 | loss: 0.000638757 | val_loss: 0.000604941 | Time: 2708.1 ms [2021-01-21 21:47:58 main:574] : INFO : Epoch 1961 | loss: 0.000638509 | val_loss: 0.000604745 | Time: 2694.81 ms [2021-01-21 21:48:01 main:574] : INFO : Epoch 1962 | loss: 0.00063851 | val_loss: 0.000604836 | Time: 2763.37 ms [2021-01-21 21:48:04 main:574] : INFO : Epoch 1963 | loss: 0.000638388 | val_loss: 0.000604874 | Time: 2828.76 ms [2021-01-21 21:48:07 main:574] : INFO : Epoch 1964 | loss: 0.000638419 | val_loss: 0.000604856 | Time: 2753.68 ms [2021-01-21 21:48:09 main:574] : INFO : Epoch 1965 | loss: 0.000638311 | val_loss: 0.000604808 | Time: 2814.63 ms [2021-01-21 21:48:12 main:574] : INFO : Epoch 1966 | loss: 0.000638415 | val_loss: 0.000604696 | Time: 2811.82 ms [2021-01-21 21:48:15 main:574] : INFO : Epoch 1967 | loss: 0.00063809 | val_loss: 0.000605022 | Time: 2895.06 ms [2021-01-21 21:48:18 main:574] : INFO : Epoch 1968 | loss: 0.000638154 | val_loss: 0.000604591 | Time: 2696.34 ms [2021-01-21 21:48:21 main:574] : INFO : Epoch 1969 | loss: 0.000638043 | val_loss: 0.000604529 | Time: 2916.74 ms [2021-01-21 21:48:24 main:574] : INFO : Epoch 1970 | loss: 0.000637927 | val_loss: 0.000604387 | Time: 2643.52 ms [2021-01-21 21:48:27 main:574] : INFO : Epoch 1971 | loss: 0.000638119 | val_loss: 0.000604335 | Time: 2858.57 ms [2021-01-21 21:48:30 main:574] : INFO : Epoch 1972 | loss: 0.000637836 | val_loss: 0.000604453 | Time: 2642.57 ms [2021-01-21 21:48:32 main:574] : INFO : Epoch 1973 | loss: 0.000637914 | val_loss: 0.000604712 | Time: 2660.02 ms [2021-01-21 21:48:35 main:574] : INFO : Epoch 1974 | loss: 0.000637812 | val_loss: 0.000604516 | Time: 2802.73 ms [2021-01-21 21:48:38 main:574] : INFO : Epoch 1975 | loss: 0.000637718 | val_loss: 0.000603984 | Time: 2761.93 ms [2021-01-21 21:48:41 main:574] : INFO : Epoch 1976 | loss: 0.000637816 | val_loss: 0.000604239 | Time: 2875.75 ms [2021-01-21 21:48:44 main:574] : INFO : Epoch 1977 | loss: 0.000638023 | val_loss: 0.000604819 | Time: 2772.55 ms [2021-01-21 21:48:47 main:574] : INFO : Epoch 1978 | loss: 0.000638694 | val_loss: 0.000604504 | Time: 2794.38 ms [2021-01-21 21:48:49 main:574] : INFO : Epoch 1979 | loss: 0.000638134 | val_loss: 0.00060507 | Time: 2677.34 ms [2021-01-21 21:48:52 main:574] : INFO : Epoch 1980 | loss: 0.000637933 | val_loss: 0.000604589 | Time: 2795.5 ms [2021-01-21 21:48:55 main:574] : INFO : Epoch 1981 | loss: 0.0006375 | val_loss: 0.000603956 | Time: 2708.31 ms [2021-01-21 21:48:58 main:574] : INFO : Epoch 1982 | loss: 0.000637626 | val_loss: 0.000604012 | Time: 2708.52 ms [2021-01-21 21:49:01 main:574] : INFO : Epoch 1983 | loss: 0.000638043 | val_loss: 0.000604855 | Time: 2818.14 ms [2021-01-21 21:49:04 main:574] : INFO : Epoch 1984 | loss: 0.000637529 | val_loss: 0.000603583 | Time: 2819.79 ms [2021-01-21 21:49:06 main:574] : INFO : Epoch 1985 | loss: 0.000637198 | val_loss: 0.0006033 | Time: 2783.99 ms [2021-01-21 21:49:09 main:574] : INFO : Epoch 1986 | loss: 0.000637139 | val_loss: 0.00060316 | Time: 2804.43 ms [2021-01-21 21:49:12 main:574] : INFO : Epoch 1987 | loss: 0.00063703 | val_loss: 0.000603132 | Time: 2759.8 ms [2021-01-21 21:49:15 main:574] : INFO : Epoch 1988 | loss: 0.000636955 | val_loss: 0.000603475 | Time: 2826 ms [2021-01-21 21:49:18 main:574] : INFO : Epoch 1989 | loss: 0.000636955 | val_loss: 0.000603011 | Time: 2828.43 ms [2021-01-21 21:49:21 main:574] : INFO : Epoch 1990 | loss: 0.00063681 | val_loss: 0.000602666 | Time: 2807.91 ms [2021-01-21 21:49:24 main:574] : INFO : Epoch 1991 | loss: 0.000636814 | val_loss: 0.000602555 | Time: 2733.61 ms [2021-01-21 21:49:26 main:574] : INFO : Epoch 1992 | loss: 0.000636641 | val_loss: 0.000602503 | Time: 2871.74 ms [2021-01-21 21:49:29 main:574] : INFO : Epoch 1993 | loss: 0.000636397 | val_loss: 0.000602927 | Time: 2738.84 ms [2021-01-21 21:49:32 main:574] : INFO : Epoch 1994 | loss: 0.000636195 | val_loss: 0.000601961 | Time: 2821.86 ms [2021-01-21 21:49:35 main:574] : INFO : Epoch 1995 | loss: 0.000636238 | val_loss: 0.000602691 | Time: 2772.49 ms [2021-01-21 21:49:38 main:574] : INFO : Epoch 1996 | loss: 0.000637209 | val_loss: 0.000602705 | Time: 2832.27 ms [2021-01-21 21:49:41 main:574] : INFO : Epoch 1997 | loss: 0.000636708 | val_loss: 0.000601993 | Time: 2783.2 ms [2021-01-21 21:49:44 main:574] : INFO : Epoch 1998 | loss: 0.000636368 | val_loss: 0.000602405 | Time: 2819.82 ms [2021-01-21 21:49:47 main:574] : INFO : Epoch 1999 | loss: 0.000636258 | val_loss: 0.000601651 | Time: 2812.07 ms [2021-01-21 21:49:49 main:574] : INFO : Epoch 2000 | loss: 0.000636108 | val_loss: 0.000601654 | Time: 2804.4 ms [2021-01-21 21:49:52 main:574] : INFO : Epoch 2001 | loss: 0.000635926 | val_loss: 0.000600995 | Time: 2787.48 ms [2021-01-21 21:49:55 main:574] : INFO : Epoch 2002 | loss: 0.000635877 | val_loss: 0.000601146 | Time: 2806.12 ms [2021-01-21 21:49:58 main:574] : INFO : Epoch 2003 | loss: 0.000635757 | val_loss: 0.000601507 | Time: 2817.67 ms [2021-01-21 21:50:01 main:574] : INFO : Epoch 2004 | loss: 0.000635748 | val_loss: 0.000601184 | Time: 2758.56 ms [2021-01-21 21:50:04 main:574] : INFO : Epoch 2005 | loss: 0.000635517 | val_loss: 0.000601198 | Time: 2749.3 ms [2021-01-21 21:50:06 main:574] : INFO : Epoch 2006 | loss: 0.00063551 | val_loss: 0.000601753 | Time: 2612.49 ms [2021-01-21 21:50:09 main:574] : INFO : Epoch 2007 | loss: 0.000635734 | val_loss: 0.000601298 | Time: 2673.29 ms [2021-01-21 21:50:12 main:574] : INFO : Epoch 2008 | loss: 0.000635649 | val_loss: 0.000601613 | Time: 2809.97 ms [2021-01-21 21:50:15 main:574] : INFO : Epoch 2009 | loss: 0.000635595 | val_loss: 0.000601085 | Time: 2702.08 ms [2021-01-21 21:50:18 main:574] : INFO : Epoch 2010 | loss: 0.000635616 | val_loss: 0.000601311 | Time: 2847.1 ms [2021-01-21 21:50:20 main:574] : INFO : Epoch 2011 | loss: 0.000635217 | val_loss: 0.000601569 | Time: 2715.75 ms [2021-01-21 21:50:23 main:574] : INFO : Epoch 2012 | loss: 0.000634926 | val_loss: 0.00060078 | Time: 2829.71 ms [2021-01-21 21:50:26 main:574] : INFO : Epoch 2013 | loss: 0.000634804 | val_loss: 0.000600858 | Time: 2854.21 ms [2021-01-21 21:50:29 main:574] : INFO : Epoch 2014 | loss: 0.000635304 | val_loss: 0.000601032 | Time: 2774.37 ms [2021-01-21 21:50:32 main:574] : INFO : Epoch 2015 | loss: 0.000634792 | val_loss: 0.000600281 | Time: 2934.85 ms [2021-01-21 21:50:35 main:574] : INFO : Epoch 2016 | loss: 0.000634764 | val_loss: 0.000600017 | Time: 2793.53 ms [2021-01-21 21:50:38 main:574] : INFO : Epoch 2017 | loss: 0.000634645 | val_loss: 0.000599776 | Time: 2728 ms [2021-01-21 21:50:41 main:574] : INFO : Epoch 2018 | loss: 0.000634596 | val_loss: 0.000600701 | Time: 2671.45 ms [2021-01-21 21:50:43 main:574] : INFO : Epoch 2019 | loss: 0.000634586 | val_loss: 0.000600371 | Time: 2740.33 ms [2021-01-21 21:50:46 main:574] : INFO : Epoch 2020 | loss: 0.000634546 | val_loss: 0.000600348 | Time: 2766.76 ms [2021-01-21 21:50:49 main:574] : INFO : Epoch 2021 | loss: 0.000634702 | val_loss: 0.000600917 | Time: 2776.94 ms [2021-01-21 21:50:52 main:574] : INFO : Epoch 2022 | loss: 0.000634785 | val_loss: 0.000600529 | Time: 2710.8 ms [2021-01-21 21:50:55 main:574] : INFO : Epoch 2023 | loss: 0.000634978 | val_loss: 0.0005997 | Time: 2808.37 ms [2021-01-21 21:50:58 main:574] : INFO : Epoch 2024 | loss: 0.00063446 | val_loss: 0.000598779 | Time: 2816.17 ms [2021-01-21 21:51:01 main:574] : INFO : Epoch 2025 | loss: 0.000634716 | val_loss: 0.000599827 | Time: 2777.82 ms [2021-01-21 21:51:04 main:574] : INFO : Epoch 2026 | loss: 0.000634434 | val_loss: 0.00059823 | Time: 2768.65 ms [2021-01-21 21:51:06 main:574] : INFO : Epoch 2027 | loss: 0.000634345 | val_loss: 0.000598476 | Time: 2834.69 ms [2021-01-21 21:51:09 main:574] : INFO : Epoch 2028 | loss: 0.000634418 | val_loss: 0.000597574 | Time: 2794.89 ms [2021-01-21 21:51:12 main:574] : INFO : Epoch 2029 | loss: 0.000634337 | val_loss: 0.000598084 | Time: 2778.29 ms [2021-01-21 21:51:15 main:574] : INFO : Epoch 2030 | loss: 0.000634296 | val_loss: 0.000597112 | Time: 2809.4 ms [2021-01-21 21:51:18 main:574] : INFO : Epoch 2031 | loss: 0.000634315 | val_loss: 0.000597134 | Time: 2875.37 ms [2021-01-21 21:51:21 main:574] : INFO : Epoch 2032 | loss: 0.000633963 | val_loss: 0.000596886 | Time: 2704.53 ms [2021-01-21 21:51:24 main:574] : INFO : Epoch 2033 | loss: 0.000633831 | val_loss: 0.000597 | Time: 2679.05 ms [2021-01-21 21:51:26 main:574] : INFO : Epoch 2034 | loss: 0.000633955 | val_loss: 0.000602317 | Time: 2706.23 ms [2021-01-21 21:51:29 main:574] : INFO : Epoch 2035 | loss: 0.000641579 | val_loss: 0.000602289 | Time: 2697.04 ms [2021-01-21 21:51:32 main:574] : INFO : Epoch 2036 | loss: 0.000637915 | val_loss: 0.00059822 | Time: 2671.31 ms [2021-01-21 21:51:35 main:574] : INFO : Epoch 2037 | loss: 0.000635616 | val_loss: 0.000597674 | Time: 2764.46 ms [2021-01-21 21:51:37 main:574] : INFO : Epoch 2038 | loss: 0.000634934 | val_loss: 0.000597961 | Time: 2756.46 ms [2021-01-21 21:51:41 main:574] : INFO : Epoch 2039 | loss: 0.000634729 | val_loss: 0.000597801 | Time: 2816.36 ms [2021-01-21 21:51:44 main:574] : INFO : Epoch 2040 | loss: 0.000634637 | val_loss: 0.000597562 | Time: 2853.02 ms [2021-01-21 21:51:46 main:574] : INFO : Epoch 2041 | loss: 0.000634935 | val_loss: 0.000597552 | Time: 2840.78 ms [2021-01-21 21:51:49 main:574] : INFO : Epoch 2042 | loss: 0.000635802 | val_loss: 0.000597887 | Time: 2714.28 ms [2021-01-21 21:51:52 main:574] : INFO : Epoch 2043 | loss: 0.000634843 | val_loss: 0.00059866 | Time: 2874.88 ms [2021-01-21 21:51:55 main:574] : INFO : Epoch 2044 | loss: 0.000634734 | val_loss: 0.000598272 | Time: 2707.12 ms [2021-01-21 21:51:58 main:574] : INFO : Epoch 2045 | loss: 0.000634576 | val_loss: 0.000597304 | Time: 2744.26 ms [2021-01-21 21:52:01 main:574] : INFO : Epoch 2046 | loss: 0.000634381 | val_loss: 0.000597544 | Time: 2842.05 ms [2021-01-21 21:52:03 main:574] : INFO : Epoch 2047 | loss: 0.000634382 | val_loss: 0.000597416 | Time: 2688.19 ms [2021-01-21 21:52:06 main:574] : INFO : Epoch 2048 | loss: 0.00063446 | val_loss: 0.000597221 | Time: 2689.64 ms [2021-01-21 21:52:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000597221 [2021-01-21 21:52:06 main:603] : INFO : Saving end state to config to file [2021-01-21 21:52:06 main:608] : INFO : Success, exiting.. 21:52:06 (12436): 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)