Task 14536119
| Name | ParityModified-1645997675-18601-3-0_2 |
| Workunit | 11189101 |
| Created | 7 Apr 2022, 7:10:57 UTC |
| Sent | 7 Apr 2022, 8:24:21 UTC |
| Report deadline | 15 Apr 2022, 8:24:21 UTC |
| Received | 7 Apr 2022, 14:14:06 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4570 |
| Run time | 1 hours 43 min 50 sec |
| CPU time | 1 hours 40 min 14 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,732.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ] : INFO : Epoch 1542 | loss: 0.0311442 | val_loss: 0.0311625 | Time: 3009.49 ms [2022-04-07 13:30:00 main:574] : INFO : Epoch 1543 | loss: 0.0311434 | val_loss: 0.0311607 | Time: 2827.97 ms [2022-04-07 13:30:03 main:574] : INFO : Epoch 1544 | loss: 0.0311426 | val_loss: 0.0311616 | Time: 3126.62 ms [2022-04-07 13:30:06 main:574] : INFO : Epoch 1545 | loss: 0.0311413 | val_loss: 0.0311612 | Time: 2790.04 ms [2022-04-07 13:30:09 main:574] : INFO : Epoch 1546 | loss: 0.0311406 | val_loss: 0.031164 | Time: 2978.03 ms [2022-04-07 13:30:12 main:574] : INFO : Epoch 1547 | loss: 0.0311398 | val_loss: 0.0311611 | Time: 2767.13 ms [2022-04-07 13:30:15 main:574] : INFO : Epoch 1548 | loss: 0.0311388 | val_loss: 0.031164 | Time: 2926.31 ms [2022-04-07 13:30:18 main:574] : INFO : Epoch 1549 | loss: 0.0311389 | val_loss: 0.0311627 | Time: 2827.28 ms [2022-04-07 13:30:21 main:574] : INFO : Epoch 1550 | loss: 0.0311423 | val_loss: 0.0311629 | Time: 3073.04 ms [2022-04-07 13:30:24 main:574] : INFO : Epoch 1551 | loss: 0.0311404 | val_loss: 0.0311592 | Time: 2905.25 ms [2022-04-07 13:30:27 main:574] : INFO : Epoch 1552 | loss: 0.0311394 | val_loss: 0.0311564 | Time: 2827.95 ms [2022-04-07 13:30:30 main:574] : INFO : Epoch 1553 | loss: 0.0311387 | val_loss: 0.0311602 | Time: 2822.74 ms [2022-04-07 13:30:33 main:574] : INFO : Epoch 1554 | loss: 0.0311368 | val_loss: 0.0311581 | Time: 3075.89 ms [2022-04-07 13:30:36 main:574] : INFO : Epoch 1555 | loss: 0.0311373 | val_loss: 0.0311662 | Time: 2693.88 ms [2022-04-07 13:30:39 main:574] : INFO : Epoch 1556 | loss: 0.0311364 | val_loss: 0.0311603 | Time: 3010.96 ms [2022-04-07 13:30:42 main:574] : INFO : Epoch 1557 | loss: 0.0311358 | val_loss: 0.0311695 | Time: 2852.79 ms [2022-04-07 13:30:45 main:574] : INFO : Epoch 1558 | loss: 0.0311359 | val_loss: 0.0311592 | Time: 2942.2 ms [2022-04-07 13:30:48 main:574] : INFO : Epoch 1559 | loss: 0.031134 | val_loss: 0.0311617 | Time: 2869.27 ms [2022-04-07 13:30:51 main:574] : INFO : Epoch 1560 | loss: 0.0311336 | val_loss: 0.0311609 | Time: 3103.37 ms [2022-04-07 13:30:54 main:574] : INFO : Epoch 1561 | loss: 0.0311331 | val_loss: 0.0311642 | Time: 2847.62 ms [2022-04-07 13:30:57 main:574] : INFO : Epoch 1562 | loss: 0.0311313 | val_loss: 0.0311595 | Time: 2880.32 ms [2022-04-07 13:31:00 main:574] : INFO : Epoch 1563 | loss: 0.0311318 | val_loss: 0.0311634 | Time: 2895.76 ms [2022-04-07 13:31:03 main:574] : INFO : Epoch 1564 | loss: 0.0311343 | val_loss: 0.0311605 | Time: 3082.77 ms [2022-04-07 13:31:06 main:574] : INFO : Epoch 1565 | loss: 0.0311381 | val_loss: 0.031161 | Time: 2829.19 ms [2022-04-07 13:31:09 main:574] : INFO : Epoch 1566 | loss: 0.0311385 | val_loss: 0.0311643 | Time: 2957.05 ms [2022-04-07 13:31:12 main:574] : INFO : Epoch 1567 | loss: 0.0311397 | val_loss: 0.0311622 | Time: 2953.38 ms [2022-04-07 13:31:15 main:574] : INFO : Epoch 1568 | loss: 0.0311381 | val_loss: 0.0311617 | Time: 2978.38 ms [2022-04-07 13:31:18 main:574] : INFO : Epoch 1569 | loss: 0.0311374 | val_loss: 0.0311619 | Time: 2858.47 ms [2022-04-07 13:31:21 main:574] : INFO : Epoch 1570 | loss: 0.0311355 | val_loss: 0.0311622 | Time: 3147.4 ms [2022-04-07 13:31:24 main:574] : INFO : Epoch 1571 | loss: 0.0311343 | val_loss: 0.0311645 | Time: 3034.31 ms [2022-04-07 13:31:27 main:574] : INFO : Epoch 1572 | loss: 0.0311348 | val_loss: 0.0311675 | Time: 2831.49 ms [2022-04-07 13:31:30 main:574] : INFO : Epoch 1573 | loss: 0.0311365 | val_loss: 0.0311571 | Time: 3003.58 ms [2022-04-07 13:31:33 main:574] : INFO : Epoch 1574 | loss: 0.031139 | val_loss: 0.0311565 | Time: 3030.5 ms [2022-04-07 13:31:36 main:574] : INFO : Epoch 1575 | loss: 0.0311387 | val_loss: 0.0311623 | Time: 2921.47 ms [2022-04-07 13:31:39 main:574] : INFO : Epoch 1576 | loss: 0.0311375 | val_loss: 0.0311589 | Time: 2993.56 ms [2022-04-07 13:31:42 main:574] : INFO : Epoch 1577 | loss: 0.0311354 | val_loss: 0.0311648 | Time: 2845.86 ms [2022-04-07 13:31:45 main:574] : INFO : Epoch 1578 | loss: 0.0311337 | val_loss: 0.0311588 | Time: 2986.72 ms [2022-04-07 13:31:48 main:574] : INFO : Epoch 1579 | loss: 0.0311351 | val_loss: 0.0311688 | Time: 3049.35 ms [2022-04-07 13:31:52 main:574] : INFO : Epoch 1580 | loss: 0.0311346 | val_loss: 0.0311592 | Time: 3129.5 ms [2022-04-07 13:31:55 main:574] : INFO : Epoch 1581 | loss: 0.0311351 | val_loss: 0.031171 | Time: 2949.28 ms [2022-04-07 13:31:58 main:574] : INFO : Epoch 1582 | loss: 0.0311323 | val_loss: 0.0311616 | Time: 2942.64 ms [2022-04-07 13:32:01 main:574] : INFO : Epoch 1583 | loss: 0.0311319 | val_loss: 0.0311617 | Time: 3021.18 ms [2022-04-07 13:32:04 main:574] : INFO : Epoch 1584 | loss: 0.0311303 | val_loss: 0.0311623 | Time: 2972.79 ms [2022-04-07 13:32:07 main:574] : INFO : Epoch 1585 | loss: 0.0311301 | val_loss: 0.0311627 | Time: 2851.09 ms [2022-04-07 13:32:10 main:574] : INFO : Epoch 1586 | loss: 0.0311318 | val_loss: 0.0311633 | Time: 2978.46 ms [2022-04-07 13:32:13 main:574] : INFO : Epoch 1587 | loss: 0.0311314 | val_loss: 0.0311633 | Time: 2918.1 ms [2022-04-07 13:32:16 main:574] : INFO : Epoch 1588 | loss: 0.0311298 | val_loss: 0.0311581 | Time: 3021.16 ms [2022-04-07 13:32:19 main:574] : INFO : Epoch 1589 | loss: 0.031131 | val_loss: 0.0311581 | Time: 3115.25 ms [2022-04-07 13:32:22 main:574] : INFO : Epoch 1590 | loss: 0.0311298 | val_loss: 0.0311616 | Time: 2876.94 ms [2022-04-07 13:32:25 main:574] : INFO : Epoch 1591 | loss: 0.0311311 | val_loss: 0.0311606 | Time: 2902.48 ms [2022-04-07 13:32:28 main:574] : INFO : Epoch 1592 | loss: 0.0311292 | val_loss: 0.0311577 | Time: 3016.11 ms [2022-04-07 13:32:31 main:574] : INFO : Epoch 1593 | loss: 0.0311298 | val_loss: 0.0311617 | Time: 3084.17 ms [2022-04-07 13:32:34 main:574] : INFO : Epoch 1594 | loss: 0.0311347 | val_loss: 0.0311635 | Time: 2969.21 ms [2022-04-07 13:32:37 main:574] : INFO : Epoch 1595 | loss: 0.0311347 | val_loss: 0.0311559 | Time: 2899.47 ms [2022-04-07 13:32:40 main:574] : INFO : Epoch 1596 | loss: 0.0311309 | val_loss: 0.0311576 | Time: 2978.47 ms [2022-04-07 13:32:43 main:574] : INFO : Epoch 1597 | loss: 0.0311289 | val_loss: 0.0311577 | Time: 3048.08 ms [2022-04-07 13:32:46 main:574] : INFO : Epoch 1598 | loss: 0.0311293 | val_loss: 0.0311563 | Time: 2954.65 ms [2022-04-07 13:32:49 main:574] : INFO : Epoch 1599 | loss: 0.031131 | val_loss: 0.0311633 | Time: 3020.08 ms [2022-04-07 13:32:52 main:574] : INFO : Epoch 1600 | loss: 0.0311309 | val_loss: 0.0311677 | Time: 2994.97 ms [2022-04-07 13:32:56 main:574] : INFO : Epoch 1601 | loss: 0.0311312 | val_loss: 0.0311583 | Time: 3082.9 ms [2022-04-07 13:32:59 main:574] : INFO : Epoch 1602 | loss: 0.0311355 | val_loss: 0.0311536 | Time: 2905.34 ms [2022-04-07 13:33:02 main:574] : INFO : Epoch 1603 | loss: 0.031138 | val_loss: 0.0311599 | Time: 3017.56 ms [2022-04-07 13:33:05 main:574] : INFO : Epoch 1604 | loss: 0.0311376 | val_loss: 0.0311658 | Time: 3014.74 ms [2022-04-07 13:33:08 main:574] : INFO : Epoch 1605 | loss: 0.0311515 | val_loss: 0.0311781 | Time: 2958.35 ms [2022-04-07 13:33:11 main:574] : INFO : Epoch 1606 | loss: 0.0311613 | val_loss: 0.0311722 | Time: 2861.96 ms [2022-04-07 13:33:14 main:574] : INFO : Epoch 1607 | loss: 0.0311545 | val_loss: 0.0311671 | Time: 3236.18 ms [2022-04-07 13:33:17 main:574] : INFO : Epoch 1608 | loss: 0.0311593 | val_loss: 0.0311719 | Time: 2929.99 ms [2022-04-07 13:33:20 main:574] : INFO : Epoch 1609 | loss: 0.031157 | val_loss: 0.0311682 | Time: 2931.78 ms [2022-04-07 13:33:23 main:574] : INFO : Epoch 1610 | loss: 0.0311518 | val_loss: 0.0311653 | Time: 2890.96 ms [2022-04-07 13:33:27 main:574] : INFO : Epoch 1611 | loss: 0.0311482 | val_loss: 0.0311649 | Time: 3393.21 ms [2022-04-07 13:33:30 main:574] : INFO : Epoch 1612 | loss: 0.031145 | val_loss: 0.0311647 | Time: 3020.84 ms [2022-04-07 13:33:33 main:574] : INFO : Epoch 1613 | loss: 0.0311442 | val_loss: 0.0311681 | Time: 3047.59 ms [2022-04-07 13:33:35 main:574] : INFO : Epoch 1614 | loss: 0.0311453 | val_loss: 0.0311628 | Time: 2712.41 ms [2022-04-07 13:33:39 main:574] : INFO : Epoch 1615 | loss: 0.031156 | val_loss: 0.0311654 | Time: 3159.44 ms [2022-04-07 13:33:42 main:574] : INFO : Epoch 1616 | loss: 0.0311576 | val_loss: 0.0311689 | Time: 2765.97 ms [2022-04-07 13:33:45 main:574] : INFO : Epoch 1617 | loss: 0.0311542 | val_loss: 0.0311655 | Time: 3043.71 ms [2022-04-07 13:33:48 main:574] : INFO : Epoch 1618 | loss: 0.031153 | val_loss: 0.0311678 | Time: 2923.43 ms [2022-04-07 13:33:51 main:574] : INFO : Epoch 1619 | loss: 0.031151 | val_loss: 0.031164 | Time: 2953.1 ms [2022-04-07 13:33:54 main:574] : INFO : Epoch 1620 | loss: 0.0311487 | val_loss: 0.0311621 | Time: 2919.33 ms [2022-04-07 13:33:57 main:574] : INFO : Epoch 1621 | loss: 0.0311476 | val_loss: 0.0311649 | Time: 3050.48 ms [2022-04-07 13:34:00 main:574] : INFO : Epoch 1622 | loss: 0.0311489 | val_loss: 0.0311635 | Time: 2913.81 ms [2022-04-07 13:34:03 main:574] : INFO : Epoch 1623 | loss: 0.0311446 | val_loss: 0.031163 | Time: 2972.66 ms [2022-04-07 13:34:06 main:574] : INFO : Epoch 1624 | loss: 0.0311438 | val_loss: 0.0311667 | Time: 2879.65 ms [2022-04-07 13:34:09 main:574] : INFO : Epoch 1625 | loss: 0.0311434 | val_loss: 0.0311655 | Time: 3015.5 ms [2022-04-07 13:34:12 main:574] : INFO : Epoch 1626 | loss: 0.0311456 | val_loss: 0.0311637 | Time: 2922.58 ms [2022-04-07 13:34:15 main:574] : INFO : Epoch 1627 | loss: 0.0311438 | val_loss: 0.0311643 | Time: 2967.07 ms [2022-04-07 13:34:18 main:574] : INFO : Epoch 1628 | loss: 0.0311433 | val_loss: 0.0311675 | Time: 2942.3 ms [2022-04-07 13:34:21 main:574] : INFO : Epoch 1629 | loss: 0.0311429 | val_loss: 0.031165 | Time: 2945.57 ms [2022-04-07 13:34:24 main:574] : INFO : Epoch 1630 | loss: 0.0311422 | val_loss: 0.0311677 | Time: 2868.5 ms [2022-04-07 13:34:27 main:574] : INFO : Epoch 1631 | loss: 0.0311417 | val_loss: 0.0311605 | Time: 3015.48 ms [2022-04-07 13:34:30 main:574] : INFO : Epoch 1632 | loss: 0.0311409 | val_loss: 0.0311621 | Time: 2911.16 ms [2022-04-07 13:34:33 main:574] : INFO : Epoch 1633 | loss: 0.0311397 | val_loss: 0.0311683 | Time: 2949.72 ms [2022-04-07 13:34:36 main:574] : INFO : Epoch 1634 | loss: 0.0311401 | val_loss: 0.0311693 | Time: 2913.72 ms [2022-04-07 13:34:39 main:574] : INFO : Epoch 1635 | loss: 0.0311397 | val_loss: 0.0311657 | Time: 2946.94 ms [2022-04-07 13:34:42 main:574] : INFO : Epoch 1636 | loss: 0.0311417 | val_loss: 0.0311609 | Time: 2906.13 ms [2022-04-07 13:34:45 main:574] : INFO : Epoch 1637 | loss: 0.0311421 | val_loss: 0.0311729 | Time: 2892.59 ms [2022-04-07 13:34:48 main:574] : INFO : Epoch 1638 | loss: 0.0311415 | val_loss: 0.0311629 | Time: 2951.58 ms [2022-04-07 13:34:51 main:574] : INFO : Epoch 1639 | loss: 0.0311395 | val_loss: 0.0311643 | Time: 2969.38 ms [2022-04-07 13:34:54 main:574] : INFO : Epoch 1640 | loss: 0.0311438 | val_loss: 0.0311644 | Time: 3024.99 ms [2022-04-07 13:34:57 main:574] : INFO : Epoch 1641 | loss: 0.0311419 | val_loss: 0.0311623 | Time: 3050.06 ms [2022-04-07 13:35:00 main:574] : INFO : Epoch 1642 | loss: 0.0311428 | val_loss: 0.031165 | Time: 2927.01 ms [2022-04-07 13:35:03 main:574] : INFO : Epoch 1643 | loss: 0.0311417 | val_loss: 0.0311628 | Time: 2935.22 ms [2022-04-07 13:35:06 main:574] : INFO : Epoch 1644 | loss: 0.0311411 | val_loss: 0.0311626 | Time: 2976.31 ms [2022-04-07 13:35:09 main:574] : INFO : Epoch 1645 | loss: 0.03114 | val_loss: 0.03116 | Time: 2878.19 ms [2022-04-07 13:35:12 main:574] : INFO : Epoch 1646 | loss: 0.0311384 | val_loss: 0.0311615 | Time: 3110.45 ms [2022-04-07 13:35:15 main:574] : INFO : Epoch 1647 | loss: 0.0311373 | val_loss: 0.0311618 | Time: 2957.68 ms [2022-04-07 13:35:18 main:574] : INFO : Epoch 1648 | loss: 0.0311379 | val_loss: 0.0311612 | Time: 2975.83 ms [2022-04-07 13:35:21 main:574] : INFO : Epoch 1649 | loss: 0.0311361 | val_loss: 0.03117 | Time: 2958.28 ms [2022-04-07 13:35:25 main:574] : INFO : Epoch 1650 | loss: 0.0311354 | val_loss: 0.0311643 | Time: 3130.55 ms [2022-04-07 13:35:28 main:574] : INFO : Epoch 1651 | loss: 0.0311346 | val_loss: 0.0311673 | Time: 2897.94 ms [2022-04-07 13:35:31 main:574] : INFO : Epoch 1652 | loss: 0.0311345 | val_loss: 0.031167 | Time: 2955.45 ms [2022-04-07 13:35:34 main:574] : INFO : Epoch 1653 | loss: 0.0311336 | val_loss: 0.0311671 | Time: 2960.28 ms [2022-04-07 13:35:37 main:574] : INFO : Epoch 1654 | loss: 0.0311356 | val_loss: 0.0311728 | Time: 2995.82 ms [2022-04-07 13:35:40 main:574] : INFO : Epoch 1655 | loss: 0.0311334 | val_loss: 0.0311653 | Time: 3029.16 ms [2022-04-07 13:35:43 main:574] : INFO : Epoch 1656 | loss: 0.031133 | val_loss: 0.0311653 | Time: 2975.23 ms [2022-04-07 13:35:46 main:574] : INFO : Epoch 1657 | loss: 0.0311323 | val_loss: 0.0311685 | Time: 3299.52 ms [2022-04-07 13:35:49 main:574] : INFO : Epoch 1658 | loss: 0.0311365 | val_loss: 0.0311638 | Time: 3193.38 ms [2022-04-07 13:35:52 main:574] : INFO : Epoch 1659 | loss: 0.0311372 | val_loss: 0.0311673 | Time: 2790.52 ms [2022-04-07 13:35:55 main:574] : INFO : Epoch 1660 | loss: 0.0311381 | val_loss: 0.0311623 | Time: 3012.66 ms [2022-04-07 13:35:59 main:574] : INFO : Epoch 1661 | loss: 0.0311387 | val_loss: 0.0311609 | Time: 3027.24 ms [2022-04-07 13:36:02 main:574] : INFO : Epoch 1662 | loss: 0.0311406 | val_loss: 0.0311672 | Time: 3104.16 ms [2022-04-07 13:36:05 main:574] : INFO : Epoch 1663 | loss: 0.0311507 | val_loss: 0.0311614 | Time: 2778.75 ms [2022-04-07 13:36:08 main:574] : INFO : Epoch 1664 | loss: 0.0311491 | val_loss: 0.0311635 | Time: 3057.56 ms [2022-04-07 13:36:11 main:574] : INFO : Epoch 1665 | loss: 0.0311466 | val_loss: 0.031161 | Time: 2821.54 ms [2022-04-07 13:36:14 main:574] : INFO : Epoch 1666 | loss: 0.031145 | val_loss: 0.0311611 | Time: 2986.21 ms [2022-04-07 13:36:17 main:574] : INFO : Epoch 1667 | loss: 0.0311435 | val_loss: 0.0311584 | Time: 2835.97 ms [2022-04-07 13:36:20 main:574] : INFO : Epoch 1668 | loss: 0.0311427 | val_loss: 0.0311629 | Time: 3123.82 ms [2022-04-07 13:36:23 main:574] : INFO : Epoch 1669 | loss: 0.0311429 | val_loss: 0.0311602 | Time: 2839.56 ms [2022-04-07 13:36:26 main:574] : INFO : Epoch 1670 | loss: 0.0311405 | val_loss: 0.0311654 | Time: 2866.31 ms [2022-04-07 13:36:28 main:574] : INFO : Epoch 1671 | loss: 0.0311401 | val_loss: 0.0311579 | Time: 2790.39 ms [2022-04-07 13:36:32 main:574] : INFO : Epoch 1672 | loss: 0.031138 | val_loss: 0.0311594 | Time: 3106.56 ms [2022-04-07 13:36:35 main:574] : INFO : Epoch 1673 | loss: 0.0311379 | val_loss: 0.031159 | Time: 2996.03 ms [2022-04-07 13:36:38 main:574] : INFO : Epoch 1674 | loss: 0.0311374 | val_loss: 0.0311629 | Time: 2959.69 ms [2022-04-07 13:36:41 main:574] : INFO : Epoch 1675 | loss: 0.0311366 | val_loss: 0.0311579 | Time: 2965.87 ms [2022-04-07 13:36:44 main:574] : INFO : Epoch 1676 | loss: 0.0311382 | val_loss: 0.0311571 | Time: 2931.95 ms [2022-04-07 13:36:47 main:574] : INFO : Epoch 1677 | loss: 0.031138 | val_loss: 0.0311672 | Time: 3283.84 ms [2022-04-07 13:36:50 main:574] : INFO : Epoch 1678 | loss: 0.0316798 | val_loss: 0.21938 | Time: 3006.1 ms [2022-04-07 13:36:53 main:574] : INFO : Epoch 1679 | loss: 0.0681032 | val_loss: 0.0345098 | Time: 2978.65 ms [2022-04-07 13:36:56 main:574] : INFO : Epoch 1680 | loss: 0.0497864 | val_loss: 0.0347347 | Time: 2940.52 ms [2022-04-07 13:36:59 main:574] : INFO : Epoch 1681 | loss: 0.0326871 | val_loss: 0.0315161 | Time: 2822.66 ms [2022-04-07 13:37:02 main:574] : INFO : Epoch 1682 | loss: 0.0314341 | val_loss: 0.0313809 | Time: 3215.59 ms [2022-04-07 13:37:05 main:574] : INFO : Epoch 1683 | loss: 0.0312947 | val_loss: 0.0312616 | Time: 2916.83 ms [2022-04-07 13:37:08 main:574] : INFO : Epoch 1684 | loss: 0.0312572 | val_loss: 0.0312512 | Time: 2899.66 ms [2022-04-07 13:37:11 main:574] : INFO : Epoch 1685 | loss: 0.0312485 | val_loss: 0.031246 | Time: 2928.67 ms [2022-04-07 13:37:14 main:574] : INFO : Epoch 1686 | loss: 0.0312457 | val_loss: 0.0312448 | Time: 3014.71 ms [2022-04-07 13:37:18 main:574] : INFO : Epoch 1687 | loss: 0.031244 | val_loss: 0.0312428 | Time: 3145.84 ms [2022-04-07 13:37:21 main:574] : INFO : Epoch 1688 | loss: 0.0312426 | val_loss: 0.0312415 | Time: 2992.21 ms [2022-04-07 13:37:24 main:574] : INFO : Epoch 1689 | loss: 0.0312413 | val_loss: 0.0312409 | Time: 2870.2 ms [2022-04-07 13:37:27 main:574] : INFO : Epoch 1690 | loss: 0.0312404 | val_loss: 0.031239 | Time: 2958.16 ms [2022-04-07 13:37:30 main:574] : INFO : Epoch 1691 | loss: 0.0312391 | val_loss: 0.0312379 | Time: 3190.44 ms [2022-04-07 13:37:33 main:574] : INFO : Epoch 1692 | loss: 0.0312378 | val_loss: 0.0312366 | Time: 2903.36 ms [2022-04-07 13:37:36 main:574] : INFO : Epoch 1693 | loss: 0.0312366 | val_loss: 0.0312352 | Time: 2947.27 ms [2022-04-07 13:37:39 main:574] : INFO : Epoch 1694 | loss: 0.0312353 | val_loss: 0.0312342 | Time: 3004.82 ms [2022-04-07 13:37:42 main:574] : INFO : Epoch 1695 | loss: 0.0312339 | val_loss: 0.0312319 | Time: 2982.49 ms [2022-04-07 13:37:45 main:574] : INFO : Epoch 1696 | loss: 0.0312321 | val_loss: 0.0312298 | Time: 2846.87 ms [2022-04-07 13:37:48 main:574] : INFO : Epoch 1697 | loss: 0.0312301 | val_loss: 0.0312275 | Time: 3133.63 ms [2022-04-07 13:37:51 main:574] : INFO : Epoch 1698 | loss: 0.0312277 | val_loss: 0.0312247 | Time: 2790.23 ms [2022-04-07 13:37:54 main:574] : INFO : Epoch 1699 | loss: 0.0312246 | val_loss: 0.031221 | Time: 2890.6 ms [2022-04-07 13:37:57 main:574] : INFO : Epoch 1700 | loss: 0.0312212 | val_loss: 0.031218 | Time: 2925.11 ms [2022-04-07 13:38:00 main:574] : INFO : Epoch 1701 | loss: 0.0312192 | val_loss: 0.0312165 | Time: 3030.54 ms [2022-04-07 13:38:03 main:574] : INFO : Epoch 1702 | loss: 0.0312176 | val_loss: 0.0312152 | Time: 2750.16 ms [2022-04-07 13:38:06 main:574] : INFO : Epoch 1703 | loss: 0.0312169 | val_loss: 0.0312147 | Time: 2847.13 ms [2022-04-07 13:38:09 main:574] : INFO : Epoch 1704 | loss: 0.0312159 | val_loss: 0.0312137 | Time: 2958.63 ms [2022-04-07 13:38:12 main:574] : INFO : Epoch 1705 | loss: 0.0312151 | val_loss: 0.0312135 | Time: 2965.78 ms [2022-04-07 13:38:15 main:574] : INFO : Epoch 1706 | loss: 0.0312145 | val_loss: 0.031213 | Time: 3054.16 ms [2022-04-07 13:38:18 main:574] : INFO : Epoch 1707 | loss: 0.0312142 | val_loss: 0.0312129 | Time: 3056.67 ms [2022-04-07 13:38:21 main:574] : INFO : Epoch 1708 | loss: 0.0312142 | val_loss: 0.0312126 | Time: 2891.88 ms [2022-04-07 13:38:24 main:574] : INFO : Epoch 1709 | loss: 0.0312134 | val_loss: 0.0312118 | Time: 2936.16 ms [2022-04-07 13:38:27 main:574] : INFO : Epoch 1710 | loss: 0.0312134 | val_loss: 0.0312115 | Time: 2753.24 ms [2022-04-07 13:38:30 main:574] : INFO : Epoch 1711 | loss: 0.0312135 | val_loss: 0.0312113 | Time: 2987.57 ms [2022-04-07 13:38:33 main:574] : INFO : Epoch 1712 | loss: 0.0312129 | val_loss: 0.0312113 | Time: 2739.48 ms [2022-04-07 13:38:36 main:574] : INFO : Epoch 1713 | loss: 0.0312128 | val_loss: 0.031211 | Time: 3034.47 ms [2022-04-07 13:38:39 main:574] : INFO : Epoch 1714 | loss: 0.0312123 | val_loss: 0.0312113 | Time: 2841.27 ms [2022-04-07 13:38:42 main:574] : INFO : Epoch 1715 | loss: 0.0312123 | val_loss: 0.0312106 | Time: 2951.82 ms [2022-04-07 13:38:45 main:574] : INFO : Epoch 1716 | loss: 0.0312118 | val_loss: 0.0312106 | Time: 2874.71 ms [2022-04-07 13:38:48 main:574] : INFO : Epoch 1717 | loss: 0.0312119 | val_loss: 0.0312104 | Time: 3158.85 ms [2022-04-07 13:38:51 main:574] : INFO : Epoch 1718 | loss: 0.0312121 | val_loss: 0.0312106 | Time: 2984.08 ms [2022-04-07 13:38:54 main:574] : INFO : Epoch 1719 | loss: 0.0312125 | val_loss: 0.0312108 | Time: 2921 ms [2022-04-07 13:38:57 main:574] : INFO : Epoch 1720 | loss: 0.0312123 | val_loss: 0.0312094 | Time: 2856.57 ms [2022-04-07 13:39:00 main:574] : INFO : Epoch 1721 | loss: 0.0312117 | val_loss: 0.0312091 | Time: 3131.96 ms [2022-04-07 13:39:03 main:574] : INFO : Epoch 1722 | loss: 0.0312122 | val_loss: 0.0312089 | Time: 2877.28 ms [2022-04-07 13:39:06 main:574] : INFO : Epoch 1723 | loss: 0.0312121 | val_loss: 0.0312087 | Time: 2992.44 ms [2022-04-07 13:39:09 main:574] : INFO : Epoch 1724 | loss: 0.0312112 | val_loss: 0.0312085 | Time: 2922.15 ms [2022-04-07 13:39:12 main:574] : INFO : Epoch 1725 | loss: 0.0312104 | val_loss: 0.0312085 | Time: 2903.84 ms [2022-04-07 13:39:15 main:574] : INFO : Epoch 1726 | loss: 0.0312103 | val_loss: 0.0312083 | Time: 2987.15 ms [2022-04-07 13:39:18 main:574] : INFO : Epoch 1727 | loss: 0.0312106 | val_loss: 0.031208 | Time: 2968.94 ms [2022-04-07 13:39:21 main:574] : INFO : Epoch 1728 | loss: 0.0312108 | val_loss: 0.0312084 | Time: 2838.45 ms [2022-04-07 13:39:24 main:574] : INFO : Epoch 1729 | loss: 0.0312105 | val_loss: 0.0312082 | Time: 3031.43 ms [2022-04-07 13:39:27 main:574] : INFO : Epoch 1730 | loss: 0.03121 | val_loss: 0.0312078 | Time: 2922.6 ms [2022-04-07 13:39:30 main:574] : INFO : Epoch 1731 | loss: 0.0312096 | val_loss: 0.031208 | Time: 3164.57 ms [2022-04-07 13:39:33 main:574] : INFO : Epoch 1732 | loss: 0.0312091 | val_loss: 0.0312074 | Time: 2926.58 ms [2022-04-07 13:39:36 main:574] : INFO : Epoch 1733 | loss: 0.0312094 | val_loss: 0.0312075 | Time: 2932.42 ms [2022-04-07 13:39:39 main:574] : INFO : Epoch 1734 | loss: 0.0312092 | val_loss: 0.0312074 | Time: 2849.39 ms [2022-04-07 13:39:42 main:574] : INFO : Epoch 1735 | loss: 0.0312093 | val_loss: 0.0312075 | Time: 3027.9 ms [2022-04-07 13:39:45 main:574] : INFO : Epoch 1736 | loss: 0.0312084 | val_loss: 0.0312073 | Time: 2858.82 ms [2022-04-07 13:39:49 main:574] : INFO : Epoch 1737 | loss: 0.0312086 | val_loss: 0.0312074 | Time: 3145.88 ms [2022-04-07 13:39:52 main:574] : INFO : Epoch 1738 | loss: 0.0312093 | val_loss: 0.0312076 | Time: 2960.09 ms [2022-04-07 13:39:55 main:574] : INFO : Epoch 1739 | loss: 0.0312088 | val_loss: 0.0312082 | Time: 2931.53 ms [2022-04-07 13:39:58 main:574] : INFO : Epoch 1740 | loss: 0.0312084 | val_loss: 0.0312071 | Time: 2985.89 ms [2022-04-07 13:40:01 main:574] : INFO : Epoch 1741 | loss: 0.0312083 | val_loss: 0.031207 | Time: 2973.54 ms [2022-04-07 13:40:04 main:574] : INFO : Epoch 1742 | loss: 0.0312084 | val_loss: 0.0312071 | Time: 3014.7 ms [2022-04-07 13:40:07 main:574] : INFO : Epoch 1743 | loss: 0.0312081 | val_loss: 0.0312067 | Time: 3064.23 ms [2022-04-07 13:40:10 main:574] : INFO : Epoch 1744 | loss: 0.0312079 | val_loss: 0.0312067 | Time: 2933.17 ms [2022-04-07 13:40:13 main:574] : INFO : Epoch 1745 | loss: 0.0312079 | val_loss: 0.0312065 | Time: 2951.93 ms [2022-04-07 13:40:16 main:574] : INFO : Epoch 1746 | loss: 0.0312079 | val_loss: 0.0312091 | Time: 3111.39 ms [2022-04-07 13:40:19 main:574] : INFO : Epoch 1747 | loss: 0.0312083 | val_loss: 0.0312067 | Time: 2830.31 ms [2022-04-07 13:40:22 main:574] : INFO : Epoch 1748 | loss: 0.0312074 | val_loss: 0.0312062 | Time: 2985.36 ms [2022-04-07 13:40:25 main:574] : INFO : Epoch 1749 | loss: 0.0312069 | val_loss: 0.0312065 | Time: 2942.31 ms [2022-04-07 13:40:28 main:574] : INFO : Epoch 1750 | loss: 0.0312068 | val_loss: 0.0312059 | Time: 3090.37 ms [2022-04-07 13:40:31 main:574] : INFO : Epoch 1751 | loss: 0.0312061 | val_loss: 0.031205 | Time: 3016.32 ms [2022-04-07 13:40:34 main:574] : INFO : Epoch 1752 | loss: 0.0312053 | val_loss: 0.0312045 | Time: 2883.75 ms [2022-04-07 13:40:37 main:574] : INFO : Epoch 1753 | loss: 0.0312049 | val_loss: 0.0312026 | Time: 2871.69 ms [2022-04-07 13:40:40 main:574] : INFO : Epoch 1754 | loss: 0.0312033 | val_loss: 0.0312012 | Time: 3005.4 ms [2022-04-07 13:40:43 main:574] : INFO : Epoch 1755 | loss: 0.0312018 | val_loss: 0.031201 | Time: 2852.99 ms [2022-04-07 13:40:46 main:574] : INFO : Epoch 1756 | loss: 0.0312029 | val_loss: 0.0311985 | Time: 3152.33 ms [2022-04-07 13:40:49 main:574] : INFO : Epoch 1757 | loss: 0.0312005 | val_loss: 0.031198 | Time: 2830.44 ms [2022-04-07 13:40:52 main:574] : INFO : Epoch 1758 | loss: 0.0311998 | val_loss: 0.0311983 | Time: 3024.6 ms [2022-04-07 13:40:55 main:574] : INFO : Epoch 1759 | loss: 0.0311992 | val_loss: 0.0311974 | Time: 2849.47 ms [2022-04-07 13:40:58 main:574] : INFO : Epoch 1760 | loss: 0.0311988 | val_loss: 0.0311981 | Time: 3043.91 ms [2022-04-07 13:41:01 main:574] : INFO : Epoch 1761 | loss: 0.0311985 | val_loss: 0.0311972 | Time: 2799.55 ms [2022-04-07 13:41:04 main:574] : INFO : Epoch 1762 | loss: 0.0311979 | val_loss: 0.0311959 | Time: 2986.63 ms [2022-04-07 13:41:07 main:574] : INFO : Epoch 1763 | loss: 0.0311962 | val_loss: 0.0311957 | Time: 2946.55 ms [2022-04-07 13:41:10 main:574] : INFO : Epoch 1764 | loss: 0.0311956 | val_loss: 0.0311948 | Time: 3023.74 ms [2022-04-07 13:41:13 main:574] : INFO : Epoch 1765 | loss: 0.0311952 | val_loss: 0.0311949 | Time: 2935.88 ms [2022-04-07 13:41:17 main:574] : INFO : Epoch 1766 | loss: 0.0311953 | val_loss: 0.0311933 | Time: 3106.75 ms [2022-04-07 13:41:19 main:574] : INFO : Epoch 1767 | loss: 0.0311936 | val_loss: 0.0311928 | Time: 2886.62 ms [2022-04-07 13:41:23 main:574] : INFO : Epoch 1768 | loss: 0.0311933 | val_loss: 0.0311938 | Time: 2963.52 ms [2022-04-07 13:41:26 main:574] : INFO : Epoch 1769 | loss: 0.031193 | val_loss: 0.0311929 | Time: 2902.53 ms [2022-04-07 13:41:29 main:574] : INFO : Epoch 1770 | loss: 0.031193 | val_loss: 0.0311946 | Time: 3009.65 ms [2022-04-07 13:41:32 main:574] : INFO : Epoch 1771 | loss: 0.0311934 | val_loss: 0.0311924 | Time: 2945.63 ms [2022-04-07 13:41:35 main:574] : INFO : Epoch 1772 | loss: 0.0311927 | val_loss: 0.0311932 | Time: 2896.52 ms [2022-04-07 13:41:38 main:574] : INFO : Epoch 1773 | loss: 0.0311929 | val_loss: 0.0311936 | Time: 2983.81 ms [2022-04-07 13:41:41 main:574] : INFO : Epoch 1774 | loss: 0.0311934 | val_loss: 0.0311921 | Time: 3022.53 ms [2022-04-07 13:41:44 main:574] : INFO : Epoch 1775 | loss: 0.0311931 | val_loss: 0.0311928 | Time: 2854.79 ms [2022-04-07 13:41:47 main:574] : INFO : Epoch 1776 | loss: 0.0311924 | val_loss: 0.0311914 | Time: 3040.52 ms [2022-04-07 13:41:50 main:574] : INFO : Epoch 1777 | loss: 0.0311918 | val_loss: 0.031192 | Time: 2847.38 ms [2022-04-07 13:41:53 main:574] : INFO : Epoch 1778 | loss: 0.031192 | val_loss: 0.0311918 | Time: 2883.36 ms [2022-04-07 13:41:55 main:574] : INFO : Epoch 1779 | loss: 0.0311916 | val_loss: 0.0311918 | Time: 2860.38 ms [2022-04-07 13:41:59 main:574] : INFO : Epoch 1780 | loss: 0.0311925 | val_loss: 0.0311914 | Time: 3188.42 ms [2022-04-07 13:42:02 main:574] : INFO : Epoch 1781 | loss: 0.0311913 | val_loss: 0.0311911 | Time: 2934.08 ms [2022-04-07 13:42:05 main:574] : INFO : Epoch 1782 | loss: 0.0311908 | val_loss: 0.0311911 | Time: 3013.97 ms [2022-04-07 13:42:08 main:574] : INFO : Epoch 1783 | loss: 0.0311906 | val_loss: 0.031191 | Time: 2914.83 ms [2022-04-07 13:42:11 main:574] : INFO : Epoch 1784 | loss: 0.0311906 | val_loss: 0.0311908 | Time: 3154.98 ms [2022-04-07 13:42:14 main:574] : INFO : Epoch 1785 | loss: 0.0311909 | val_loss: 0.031191 | Time: 2821.68 ms [2022-04-07 13:42:17 main:574] : INFO : Epoch 1786 | loss: 0.0311905 | val_loss: 0.0311918 | Time: 2983.88 ms [2022-04-07 13:42:20 main:574] : INFO : Epoch 1787 | loss: 0.0311904 | val_loss: 0.0311907 | Time: 2930.46 ms [2022-04-07 13:42:23 main:574] : INFO : Epoch 1788 | loss: 0.0311906 | val_loss: 0.0311919 | Time: 2882.8 ms [2022-04-07 13:42:26 main:574] : INFO : Epoch 1789 | loss: 0.0311904 | val_loss: 0.031191 | Time: 2916.32 ms [2022-04-07 13:42:29 main:574] : INFO : Epoch 1790 | loss: 0.0311898 | val_loss: 0.0311913 | Time: 3048.17 ms [2022-04-07 13:42:32 main:574] : INFO : Epoch 1791 | loss: 0.0311895 | val_loss: 0.0311912 | Time: 3005.36 ms [2022-04-07 13:42:35 main:574] : INFO : Epoch 1792 | loss: 0.0311897 | val_loss: 0.0311904 | Time: 2993.87 ms [2022-04-07 13:42:38 main:574] : INFO : Epoch 1793 | loss: 0.0311893 | val_loss: 0.031191 | Time: 3065.67 ms [2022-04-07 13:42:41 main:574] : INFO : Epoch 1794 | loss: 0.0311899 | val_loss: 0.0311906 | Time: 2919.42 ms [2022-04-07 13:42:44 main:574] : INFO : Epoch 1795 | loss: 0.0311896 | val_loss: 0.0311916 | Time: 2996.11 ms [2022-04-07 13:42:47 main:574] : INFO : Epoch 1796 | loss: 0.0311897 | val_loss: 0.0311912 | Time: 2856.96 ms [2022-04-07 13:42:50 main:574] : INFO : Epoch 1797 | loss: 0.0311894 | val_loss: 0.0311902 | Time: 3068.71 ms [2022-04-07 13:42:53 main:574] : INFO : Epoch 1798 | loss: 0.0311888 | val_loss: 0.0311904 | Time: 2846.09 ms [2022-04-07 13:42:57 main:574] : INFO : Epoch 1799 | loss: 0.0311889 | val_loss: 0.0311899 | Time: 3179.12 ms [2022-04-07 13:43:00 main:574] : INFO : Epoch 1800 | loss: 0.031189 | val_loss: 0.0311901 | Time: 2912.53 ms [2022-04-07 13:43:03 main:574] : INFO : Epoch 1801 | loss: 0.0311893 | val_loss: 0.0311902 | Time: 2921.83 ms [2022-04-07 13:43:06 main:574] : INFO : Epoch 1802 | loss: 0.0311894 | val_loss: 0.0311899 | Time: 2909.49 ms [2022-04-07 13:43:09 main:574] : INFO : Epoch 1803 | loss: 0.031189 | val_loss: 0.0311897 | Time: 3049.09 ms [2022-04-07 13:43:12 main:574] : INFO : Epoch 1804 | loss: 0.0311891 | val_loss: 0.0311908 | Time: 2915.78 ms [2022-04-07 13:43:15 main:574] : INFO : Epoch 1805 | loss: 0.0311884 | val_loss: 0.0311897 | Time: 2956.72 ms [2022-04-07 13:43:18 main:574] : INFO : Epoch 1806 | loss: 0.0311881 | val_loss: 0.0311946 | Time: 2899.22 ms [2022-04-07 13:43:21 main:574] : INFO : Epoch 1807 | loss: 0.0311888 | val_loss: 0.0311897 | Time: 2980.21 ms [2022-04-07 13:43:24 main:574] : INFO : Epoch 1808 | loss: 0.0311875 | val_loss: 0.0311901 | Time: 2852.19 ms [2022-04-07 13:43:27 main:574] : INFO : Epoch 1809 | loss: 0.0311879 | val_loss: 0.0311898 | Time: 3125.3 ms [2022-04-07 13:43:30 main:574] : INFO : Epoch 1810 | loss: 0.0311876 | val_loss: 0.0311898 | Time: 2957.06 ms [2022-04-07 13:43:33 main:574] : INFO : Epoch 1811 | loss: 0.0311889 | val_loss: 0.0311912 | Time: 2981.56 ms [2022-04-07 13:43:36 main:574] : INFO : Epoch 1812 | loss: 0.0311884 | val_loss: 0.0311893 | Time: 2847.45 ms [2022-04-07 13:43:39 main:574] : INFO : Epoch 1813 | loss: 0.0311879 | val_loss: 0.0311906 | Time: 3141.23 ms [2022-04-07 13:43:42 main:574] : INFO : Epoch 1814 | loss: 0.0311877 | val_loss: 0.0311903 | Time: 2912.12 ms [2022-04-07 13:43:45 main:574] : INFO : Epoch 1815 | loss: 0.0311881 | val_loss: 0.0311908 | Time: 2913.93 ms [2022-04-07 13:43:48 main:574] : INFO : Epoch 1816 | loss: 0.031189 | val_loss: 0.0311896 | Time: 2944.01 ms [2022-04-07 13:43:51 main:574] : INFO : Epoch 1817 | loss: 0.0311872 | val_loss: 0.0311893 | Time: 3296.56 ms [2022-04-07 13:43:54 main:574] : INFO : Epoch 1818 | loss: 0.0311913 | val_loss: 0.0311918 | Time: 2861.15 ms [2022-04-07 13:43:57 main:574] : INFO : Epoch 1819 | loss: 0.0311923 | val_loss: 0.0311899 | Time: 2980.14 ms [2022-04-07 13:44:00 main:574] : INFO : Epoch 1820 | loss: 0.0311908 | val_loss: 0.0311894 | Time: 2952.06 ms [2022-04-07 13:44:03 main:574] : INFO : Epoch 1821 | loss: 0.0311908 | val_loss: 0.0311902 | Time: 2920.6 ms [2022-04-07 13:44:06 main:574] : INFO : Epoch 1822 | loss: 0.0311905 | val_loss: 0.0311926 | Time: 2976.02 ms [2022-04-07 13:44:09 main:574] : INFO : Epoch 1823 | loss: 0.0311898 | val_loss: 0.0311895 | Time: 2933.95 ms [2022-04-07 13:44:12 main:574] : INFO : Epoch 1824 | loss: 0.0311895 | val_loss: 0.0311895 | Time: 2962.64 ms [2022-04-07 13:44:15 main:574] : INFO : Epoch 1825 | loss: 0.0311887 | val_loss: 0.0311885 | Time: 2927.41 ms [2022-04-07 13:44:18 main:574] : INFO : Epoch 1826 | loss: 0.0311885 | val_loss: 0.0311892 | Time: 2953.91 ms [2022-04-07 13:44:21 main:574] : INFO : Epoch 1827 | loss: 0.0311878 | val_loss: 0.0311894 | Time: 3007.17 ms [2022-04-07 13:44:25 main:574] : INFO : Epoch 1828 | loss: 0.0311882 | val_loss: 0.0311882 | Time: 3126.05 ms [2022-04-07 13:44:27 main:574] : INFO : Epoch 1829 | loss: 0.0311878 | val_loss: 0.031188 | Time: 2787.22 ms [2022-04-07 13:44:30 main:574] : INFO : Epoch 1830 | loss: 0.0311877 | val_loss: 0.0311876 | Time: 2875.98 ms [2022-04-07 13:44:33 main:574] : INFO : Epoch 1831 | loss: 0.0311874 | val_loss: 0.0311894 | Time: 2918.36 ms [2022-04-07 13:44:37 main:574] : INFO : Epoch 1832 | loss: 0.0311887 | val_loss: 0.0311923 | Time: 3114.68 ms [2022-04-07 13:44:39 main:574] : INFO : Epoch 1833 | loss: 0.0311879 | val_loss: 0.0311872 | Time: 2789.11 ms [2022-04-07 13:44:42 main:574] : INFO : Epoch 1834 | loss: 0.0311865 | val_loss: 0.0311882 | Time: 2951.97 ms [2022-04-07 13:44:45 main:574] : INFO : Epoch 1835 | loss: 0.031187 | val_loss: 0.031187 | Time: 2926.56 ms [2022-04-07 13:44:49 main:574] : INFO : Epoch 1836 | loss: 0.0311859 | val_loss: 0.0311869 | Time: 3058.73 ms [2022-04-07 13:44:52 main:574] : INFO : Epoch 1837 | loss: 0.0311856 | val_loss: 0.0311869 | Time: 3080.91 ms [2022-04-07 13:44:55 main:574] : INFO : Epoch 1838 | loss: 0.031185 | val_loss: 0.0311875 | Time: 3034.3 ms [2022-04-07 13:44:58 main:574] : INFO : Epoch 1839 | loss: 0.031186 | val_loss: 0.0311865 | Time: 2887.22 ms [2022-04-07 13:45:01 main:574] : INFO : Epoch 1840 | loss: 0.0311852 | val_loss: 0.0311859 | Time: 2849.71 ms [2022-04-07 13:45:03 main:574] : INFO : Epoch 1841 | loss: 0.0311846 | val_loss: 0.0311861 | Time: 2806.34 ms [2022-04-07 13:45:07 main:574] : INFO : Epoch 1842 | loss: 0.0311843 | val_loss: 0.0311873 | Time: 3053.22 ms [2022-04-07 13:45:10 main:574] : INFO : Epoch 1843 | loss: 0.0311852 | val_loss: 0.0311873 | Time: 2865.33 ms [2022-04-07 13:45:13 main:574] : INFO : Epoch 1844 | loss: 0.0311853 | val_loss: 0.0311878 | Time: 2973.38 ms [2022-04-07 13:45:15 main:574] : INFO : Epoch 1845 | loss: 0.0311842 | val_loss: 0.0311849 | Time: 2864.89 ms [2022-04-07 13:45:18 main:574] : INFO : Epoch 1846 | loss: 0.0311841 | val_loss: 0.0311857 | Time: 2902.65 ms [2022-04-07 13:45:21 main:574] : INFO : Epoch 1847 | loss: 0.031184 | val_loss: 0.0311851 | Time: 2866.27 ms [2022-04-07 13:45:25 main:574] : INFO : Epoch 1848 | loss: 0.0311842 | val_loss: 0.0311876 | Time: 3188.31 ms [2022-04-07 13:45:28 main:574] : INFO : Epoch 1849 | loss: 0.031185 | val_loss: 0.0311858 | Time: 2957.78 ms [2022-04-07 13:45:31 main:574] : INFO : Epoch 1850 | loss: 0.0311846 | val_loss: 0.0311854 | Time: 2912.84 ms [2022-04-07 13:45:33 main:574] : INFO : Epoch 1851 | loss: 0.0311838 | val_loss: 0.0311864 | Time: 2813.18 ms [2022-04-07 13:45:36 main:574] : INFO : Epoch 1852 | loss: 0.0311846 | val_loss: 0.0311866 | Time: 2890.85 ms [2022-04-07 13:45:39 main:574] : INFO : Epoch 1853 | loss: 0.0311849 | val_loss: 0.0311874 | Time: 2922.74 ms [2022-04-07 13:45:42 main:574] : INFO : Epoch 1854 | loss: 0.0311841 | val_loss: 0.0311845 | Time: 2994.77 ms [2022-04-07 13:45:45 main:574] : INFO : Epoch 1855 | loss: 0.0311835 | val_loss: 0.0311864 | Time: 2863.82 ms [2022-04-07 13:45:48 main:574] : INFO : Epoch 1856 | loss: 0.0311843 | val_loss: 0.0311874 | Time: 2868.02 ms [2022-04-07 13:45:51 main:574] : INFO : Epoch 1857 | loss: 0.0311845 | val_loss: 0.0311841 | Time: 2787.89 ms [2022-04-07 13:45:54 main:574] : INFO : Epoch 1858 | loss: 0.0311833 | val_loss: 0.0311846 | Time: 2956.36 ms [2022-04-07 13:45:57 main:574] : INFO : Epoch 1859 | loss: 0.0311831 | val_loss: 0.0311873 | Time: 2980.72 ms [2022-04-07 13:46:00 main:574] : INFO : Epoch 1860 | loss: 0.0311825 | val_loss: 0.0311856 | Time: 3050.95 ms [2022-04-07 13:46:03 main:574] : INFO : Epoch 1861 | loss: 0.0311824 | val_loss: 0.0311849 | Time: 2956.84 ms [2022-04-07 13:46:06 main:574] : INFO : Epoch 1862 | loss: 0.0311832 | val_loss: 0.0311851 | Time: 2915.86 ms [2022-04-07 13:46:10 main:574] : INFO : Epoch 1863 | loss: 0.0311815 | val_loss: 0.0311854 | Time: 3135.95 ms [2022-04-07 13:46:12 main:574] : INFO : Epoch 1864 | loss: 0.031182 | val_loss: 0.031184 | Time: 2802.98 ms [2022-04-07 13:46:15 main:574] : INFO : Epoch 1865 | loss: 0.0311848 | val_loss: 0.031185 | Time: 2946.15 ms [2022-04-07 13:46:18 main:574] : INFO : Epoch 1866 | loss: 0.0311859 | val_loss: 0.0311853 | Time: 2920.55 ms [2022-04-07 13:46:21 main:574] : INFO : Epoch 1867 | loss: 0.0311836 | val_loss: 0.0311844 | Time: 2812.12 ms [2022-04-07 13:46:24 main:574] : INFO : Epoch 1868 | loss: 0.0311824 | val_loss: 0.0311834 | Time: 2870.7 ms [2022-04-07 13:46:27 main:574] : INFO : Epoch 1869 | loss: 0.0311826 | val_loss: 0.031184 | Time: 3149.16 ms [2022-04-07 13:46:30 main:574] : INFO : Epoch 1870 | loss: 0.0311828 | val_loss: 0.031185 | Time: 2818.69 ms [2022-04-07 13:46:33 main:574] : INFO : Epoch 1871 | loss: 0.031183 | val_loss: 0.0311835 | Time: 2949.77 ms [2022-04-07 13:46:36 main:574] : INFO : Epoch 1872 | loss: 0.0311819 | val_loss: 0.0311845 | Time: 2980.76 ms [2022-04-07 13:46:39 main:574] : INFO : Epoch 1873 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 3001.38 ms [2022-04-07 13:46:42 main:574] : INFO : Epoch 1874 | loss: 0.031182 | val_loss: 0.031183 | Time: 2789.17 ms [2022-04-07 13:46:45 main:574] : INFO : Epoch 1875 | loss: 0.0311806 | val_loss: 0.0311827 | Time: 2932.18 ms [2022-04-07 13:46:48 main:574] : INFO : Epoch 1876 | loss: 0.0311802 | val_loss: 0.0311861 | Time: 2899.25 ms [2022-04-07 13:46:51 main:574] : INFO : Epoch 1877 | loss: 0.0311803 | val_loss: 0.0311828 | Time: 2893.9 ms [2022-04-07 13:46:54 main:574] : INFO : Epoch 1878 | loss: 0.0311805 | val_loss: 0.0311857 | Time: 3003.2 ms [2022-04-07 13:46:57 main:574] : INFO : Epoch 1879 | loss: 0.0311793 | val_loss: 0.0311837 | Time: 3080.71 ms [2022-04-07 13:47:00 main:574] : INFO : Epoch 1880 | loss: 0.0311821 | val_loss: 0.0311835 | Time: 2902.24 ms [2022-04-07 13:47:03 main:574] : INFO : Epoch 1881 | loss: 0.031183 | val_loss: 0.0311813 | Time: 2902.33 ms [2022-04-07 13:47:06 main:574] : INFO : Epoch 1882 | loss: 0.0311834 | val_loss: 0.0311857 | Time: 2934.09 ms [2022-04-07 13:47:10 main:574] : INFO : Epoch 1883 | loss: 0.0311812 | val_loss: 0.0311812 | Time: 3056.72 ms [2022-04-07 13:47:13 main:574] : INFO : Epoch 1884 | loss: 0.0311816 | val_loss: 0.0311823 | Time: 2947.8 ms [2022-04-07 13:47:16 main:574] : INFO : Epoch 1885 | loss: 0.0311812 | val_loss: 0.0311818 | Time: 3103.44 ms [2022-04-07 13:47:19 main:574] : INFO : Epoch 1886 | loss: 0.03118 | val_loss: 0.0311813 | Time: 2913.94 ms [2022-04-07 13:47:22 main:574] : INFO : Epoch 1887 | loss: 0.0311811 | val_loss: 0.0311846 | Time: 2994.74 ms [2022-04-07 13:47:25 main:574] : INFO : Epoch 1888 | loss: 0.0311806 | val_loss: 0.0311818 | Time: 2842.29 ms [2022-04-07 13:47:28 main:574] : INFO : Epoch 1889 | loss: 0.0311799 | val_loss: 0.0311828 | Time: 3143.97 ms [2022-04-07 13:47:31 main:574] : INFO : Epoch 1890 | loss: 0.0311807 | val_loss: 0.0311808 | Time: 2777.02 ms [2022-04-07 13:47:34 main:574] : INFO : Epoch 1891 | loss: 0.0311821 | val_loss: 0.0311824 | Time: 2896.72 ms [2022-04-07 13:47:37 main:574] : INFO : Epoch 1892 | loss: 0.0311813 | val_loss: 0.0311828 | Time: 2950.77 ms [2022-04-07 13:47:40 main:574] : INFO : Epoch 1893 | loss: 0.0311791 | val_loss: 0.0311853 | Time: 3099.4 ms [2022-04-07 13:47:43 main:574] : INFO : Epoch 1894 | loss: 0.0311824 | val_loss: 0.0311865 | Time: 2798.19 ms [2022-04-07 13:47:46 main:574] : INFO : Epoch 1895 | loss: 0.0311808 | val_loss: 0.0311854 | Time: 3144.64 ms [2022-04-07 13:47:49 main:574] : INFO : Epoch 1896 | loss: 0.0311792 | val_loss: 0.0311834 | Time: 2904.5 ms [2022-04-07 13:47:52 main:574] : INFO : Epoch 1897 | loss: 0.0311801 | val_loss: 0.0311837 | Time: 2875.6 ms [2022-04-07 13:47:55 main:574] : INFO : Epoch 1898 | loss: 0.0311806 | val_loss: 0.0311808 | Time: 2942.31 ms [2022-04-07 13:47:58 main:574] : INFO : Epoch 1899 | loss: 0.0311804 | val_loss: 0.0311813 | Time: 3184.41 ms [2022-04-07 13:48:01 main:574] : INFO : Epoch 1900 | loss: 0.0311786 | val_loss: 0.0311812 | Time: 2820.52 ms [2022-04-07 13:48:04 main:574] : INFO : Epoch 1901 | loss: 0.031178 | val_loss: 0.0311803 | Time: 2960.79 ms [2022-04-07 13:48:07 main:574] : INFO : Epoch 1902 | loss: 0.0311785 | val_loss: 0.0311804 | Time: 2973.37 ms [2022-04-07 13:48:10 main:574] : INFO : Epoch 1903 | loss: 0.0311767 | val_loss: 0.0311812 | Time: 3084.89 ms [2022-04-07 13:48:13 main:574] : INFO : Epoch 1904 | loss: 0.0311772 | val_loss: 0.0311804 | Time: 2808.94 ms [2022-04-07 13:48:16 main:574] : INFO : Epoch 1905 | loss: 0.0311764 | val_loss: 0.031181 | Time: 3005.9 ms [2022-04-07 13:48:19 main:574] : INFO : Epoch 1906 | loss: 0.0311768 | val_loss: 0.0311817 | Time: 3001.08 ms [2022-04-07 13:48:22 main:574] : INFO : Epoch 1907 | loss: 0.0311778 | val_loss: 0.0311818 | Time: 2854.54 ms [2022-04-07 13:48:25 main:574] : INFO : Epoch 1908 | loss: 0.0311771 | val_loss: 0.0311802 | Time: 2982.64 ms [2022-04-07 13:48:28 main:574] : INFO : Epoch 1909 | loss: 0.0311766 | val_loss: 0.031181 | Time: 3016.61 ms [2022-04-07 13:48:31 main:574] : INFO : Epoch 1910 | loss: 0.0311773 | val_loss: 0.0311808 | Time: 2852.8 ms [2022-04-07 13:48:34 main:574] : INFO : Epoch 1911 | loss: 0.0311769 | val_loss: 0.0311799 | Time: 2946.38 ms [2022-04-07 13:48:37 main:574] : INFO : Epoch 1912 | loss: 0.0311769 | val_loss: 0.0311833 | Time: 2854.91 ms [2022-04-07 13:48:40 main:574] : INFO : Epoch 1913 | loss: 0.0311766 | val_loss: 0.0311801 | Time: 3190.75 ms [2022-04-07 13:48:43 main:574] : INFO : Epoch 1914 | loss: 0.0311771 | val_loss: 0.0311795 | Time: 2825.56 ms [2022-04-07 13:48:46 main:574] : INFO : Epoch 1915 | loss: 0.0311762 | val_loss: 0.0311799 | Time: 3091.8 ms [2022-04-07 13:48:49 main:574] : INFO : Epoch 1916 | loss: 0.0311763 | val_loss: 0.0311796 | Time: 2966.1 ms [2022-04-07 13:48:53 main:574] : INFO : Epoch 1917 | loss: 0.0311767 | val_loss: 0.0311799 | Time: 3109.06 ms [2022-04-07 13:48:56 main:574] : INFO : Epoch 1918 | loss: 0.0311758 | val_loss: 0.0311785 | Time: 3081.62 ms [2022-04-07 13:48:59 main:574] : INFO : Epoch 1919 | loss: 0.0311752 | val_loss: 0.0311786 | Time: 2948.33 ms [2022-04-07 13:49:02 main:574] : INFO : Epoch 1920 | loss: 0.0311761 | val_loss: 0.0311788 | Time: 2911.98 ms [2022-04-07 13:49:05 main:574] : INFO : Epoch 1921 | loss: 0.0311762 | val_loss: 0.0311804 | Time: 3130.12 ms [2022-04-07 13:49:08 main:574] : INFO : Epoch 1922 | loss: 0.031176 | val_loss: 0.0311783 | Time: 2796.65 ms [2022-04-07 13:49:11 main:574] : INFO : Epoch 1923 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 3117.35 ms [2022-04-07 13:49:14 main:574] : INFO : Epoch 1924 | loss: 0.0311742 | val_loss: 0.0311801 | Time: 2910.86 ms [2022-04-07 13:49:17 main:574] : INFO : Epoch 1925 | loss: 0.0311756 | val_loss: 0.0311792 | Time: 2856.22 ms [2022-04-07 13:49:20 main:574] : INFO : Epoch 1926 | loss: 0.0311753 | val_loss: 0.0311784 | Time: 2956.01 ms [2022-04-07 13:49:23 main:574] : INFO : Epoch 1927 | loss: 0.0311764 | val_loss: 0.0311822 | Time: 3311.53 ms [2022-04-07 13:49:26 main:574] : INFO : Epoch 1928 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 3093.38 ms [2022-04-07 13:49:29 main:574] : INFO : Epoch 1929 | loss: 0.0311793 | val_loss: 0.0311828 | Time: 3069.27 ms [2022-04-07 13:49:32 main:574] : INFO : Epoch 1930 | loss: 0.0311783 | val_loss: 0.0311794 | Time: 2927.54 ms [2022-04-07 13:49:36 main:574] : INFO : Epoch 1931 | loss: 0.0311763 | val_loss: 0.0311807 | Time: 3117.57 ms [2022-04-07 13:49:39 main:574] : INFO : Epoch 1932 | loss: 0.0311761 | val_loss: 0.0311786 | Time: 2986.6 ms [2022-04-07 13:49:42 main:574] : INFO : Epoch 1933 | loss: 0.031178 | val_loss: 0.0311928 | Time: 3069.69 ms [2022-04-07 13:49:45 main:574] : INFO : Epoch 1934 | loss: 0.0311802 | val_loss: 0.0311807 | Time: 3024.63 ms [2022-04-07 13:49:48 main:574] : INFO : Epoch 1935 | loss: 0.0311785 | val_loss: 0.0311831 | Time: 3062.55 ms [2022-04-07 13:49:51 main:574] : INFO : Epoch 1936 | loss: 0.031177 | val_loss: 0.0311799 | Time: 2903.77 ms [2022-04-07 13:49:54 main:574] : INFO : Epoch 1937 | loss: 0.0311768 | val_loss: 0.0311798 | Time: 2951.23 ms [2022-04-07 13:49:57 main:574] : INFO : Epoch 1938 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 3142.85 ms [2022-04-07 13:50:00 main:574] : INFO : Epoch 1939 | loss: 0.031175 | val_loss: 0.0311811 | Time: 2876.74 ms [2022-04-07 13:50:03 main:574] : INFO : Epoch 1940 | loss: 0.0311753 | val_loss: 0.0311804 | Time: 2994.02 ms [2022-04-07 13:50:06 main:574] : INFO : Epoch 1941 | loss: 0.0311756 | val_loss: 0.0311785 | Time: 2946.26 ms [2022-04-07 13:50:09 main:574] : INFO : Epoch 1942 | loss: 0.0311747 | val_loss: 0.0311785 | Time: 2998.18 ms [2022-04-07 13:50:12 main:574] : INFO : Epoch 1943 | loss: 0.0311745 | val_loss: 0.0311795 | Time: 2895.12 ms [2022-04-07 13:50:15 main:574] : INFO : Epoch 1944 | loss: 0.0311748 | val_loss: 0.0311826 | Time: 3045.24 ms [2022-04-07 13:50:18 main:574] : INFO : Epoch 1945 | loss: 0.0311763 | val_loss: 0.031182 | Time: 2934.95 ms [2022-04-07 13:50:22 main:574] : INFO : Epoch 1946 | loss: 0.0311745 | val_loss: 0.0311833 | Time: 3040.82 ms [2022-04-07 13:50:25 main:574] : INFO : Epoch 1947 | loss: 0.031176 | val_loss: 0.0311792 | Time: 3001.63 ms [2022-04-07 13:50:28 main:574] : INFO : Epoch 1948 | loss: 0.0311726 | val_loss: 0.0311804 | Time: 2956.74 ms [2022-04-07 13:50:31 main:574] : INFO : Epoch 1949 | loss: 0.0311735 | val_loss: 0.0311801 | Time: 2892.18 ms [2022-04-07 13:50:33 main:574] : INFO : Epoch 1950 | loss: 0.031173 | val_loss: 0.03118 | Time: 2845.38 ms [2022-04-07 13:50:36 main:574] : INFO : Epoch 1951 | loss: 0.0311742 | val_loss: 0.0311801 | Time: 2888.33 ms [2022-04-07 13:50:39 main:574] : INFO : Epoch 1952 | loss: 0.0311737 | val_loss: 0.0311804 | Time: 2951.61 ms [2022-04-07 13:50:42 main:574] : INFO : Epoch 1953 | loss: 0.0311763 | val_loss: 0.0311786 | Time: 2992.4 ms [2022-04-07 13:50:46 main:574] : INFO : Epoch 1954 | loss: 0.0311726 | val_loss: 0.0311802 | Time: 3077.82 ms [2022-04-07 13:50:49 main:574] : INFO : Epoch 1955 | loss: 0.0311726 | val_loss: 0.0311795 | Time: 3017.23 ms [2022-04-07 13:50:52 main:574] : INFO : Epoch 1956 | loss: 0.0311735 | val_loss: 0.031179 | Time: 2801.79 ms [2022-04-07 13:50:55 main:574] : INFO : Epoch 1957 | loss: 0.0311736 | val_loss: 0.0311786 | Time: 2942.68 ms [2022-04-07 13:50:57 main:574] : INFO : Epoch 1958 | loss: 0.0311729 | val_loss: 0.0311788 | Time: 2839.36 ms [2022-04-07 13:51:00 main:574] : INFO : Epoch 1959 | loss: 0.0311738 | val_loss: 0.031178 | Time: 2869.65 ms [2022-04-07 13:51:04 main:574] : INFO : Epoch 1960 | loss: 0.0311731 | val_loss: 0.0311789 | Time: 3179.89 ms [2022-04-07 13:51:07 main:574] : INFO : Epoch 1961 | loss: 0.0311714 | val_loss: 0.0311811 | Time: 2869.87 ms [2022-04-07 13:51:10 main:574] : INFO : Epoch 1962 | loss: 0.0311721 | val_loss: 0.0311776 | Time: 2881.85 ms [2022-04-07 13:51:13 main:574] : INFO : Epoch 1963 | loss: 0.031172 | val_loss: 0.0311774 | Time: 2915.06 ms [2022-04-07 13:51:16 main:574] : INFO : Epoch 1964 | loss: 0.0311721 | val_loss: 0.0311774 | Time: 3038.36 ms [2022-04-07 13:51:19 main:574] : INFO : Epoch 1965 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 2847.36 ms [2022-04-07 13:51:21 main:574] : INFO : Epoch 1966 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 2871.31 ms [2022-04-07 13:51:25 main:574] : INFO : Epoch 1967 | loss: 0.0311755 | val_loss: 0.0311789 | Time: 3027.39 ms [2022-04-07 13:51:27 main:574] : INFO : Epoch 1968 | loss: 0.031174 | val_loss: 0.0311788 | Time: 2871.71 ms [2022-04-07 13:51:30 main:574] : INFO : Epoch 1969 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 2928.86 ms [2022-04-07 13:51:34 main:574] : INFO : Epoch 1970 | loss: 0.0311727 | val_loss: 0.0311785 | Time: 3148.03 ms [2022-04-07 13:51:37 main:574] : INFO : Epoch 1971 | loss: 0.0311718 | val_loss: 0.0311796 | Time: 2722.42 ms [2022-04-07 13:51:40 main:574] : INFO : Epoch 1972 | loss: 0.0311712 | val_loss: 0.0311773 | Time: 2996.11 ms [2022-04-07 13:51:42 main:574] : INFO : Epoch 1973 | loss: 0.031171 | val_loss: 0.0311786 | Time: 2823.71 ms [2022-04-07 13:51:46 main:574] : INFO : Epoch 1974 | loss: 0.0311705 | val_loss: 0.0311814 | Time: 2997.03 ms [2022-04-07 13:51:48 main:574] : INFO : Epoch 1975 | loss: 0.0311714 | val_loss: 0.0311865 | Time: 2900.21 ms [2022-04-07 13:51:52 main:574] : INFO : Epoch 1976 | loss: 0.031174 | val_loss: 0.0311824 | Time: 3063.77 ms [2022-04-07 13:51:55 main:574] : INFO : Epoch 1977 | loss: 0.0311738 | val_loss: 0.0311845 | Time: 2841.25 ms [2022-04-07 13:51:58 main:574] : INFO : Epoch 1978 | loss: 0.0311713 | val_loss: 0.0311787 | Time: 2957.65 ms [2022-04-07 13:52:01 main:574] : INFO : Epoch 1979 | loss: 0.0311713 | val_loss: 0.031179 | Time: 2924.83 ms [2022-04-07 13:52:04 main:574] : INFO : Epoch 1980 | loss: 0.031171 | val_loss: 0.0311819 | Time: 3296.22 ms [2022-04-07 13:52:07 main:574] : INFO : Epoch 1981 | loss: 0.0311741 | val_loss: 0.0311795 | Time: 3030.57 ms [2022-04-07 13:52:10 main:574] : INFO : Epoch 1982 | loss: 0.0311714 | val_loss: 0.0311801 | Time: 2872.55 ms [2022-04-07 13:52:13 main:574] : INFO : Epoch 1983 | loss: 0.0311696 | val_loss: 0.031179 | Time: 2935.78 ms [2022-04-07 13:52:16 main:574] : INFO : Epoch 1984 | loss: 0.0311742 | val_loss: 0.0311862 | Time: 3031.6 ms [2022-04-07 13:52:19 main:574] : INFO : Epoch 1985 | loss: 0.0311729 | val_loss: 0.0311783 | Time: 2747.56 ms [2022-04-07 13:52:22 main:574] : INFO : Epoch 1986 | loss: 0.0311715 | val_loss: 0.0311785 | Time: 3011.05 ms [2022-04-07 13:52:25 main:574] : INFO : Epoch 1987 | loss: 0.0311721 | val_loss: 0.0311798 | Time: 2928.18 ms [2022-04-07 13:52:28 main:574] : INFO : Epoch 1988 | loss: 0.0311722 | val_loss: 0.0311782 | Time: 3063.84 ms [2022-04-07 13:52:31 main:574] : INFO : Epoch 1989 | loss: 0.0311791 | val_loss: 0.0311823 | Time: 2899.83 ms [2022-04-07 13:52:34 main:574] : INFO : Epoch 1990 | loss: 0.0311789 | val_loss: 0.0311794 | Time: 3027.78 ms [2022-04-07 13:52:37 main:574] : INFO : Epoch 1991 | loss: 0.0311782 | val_loss: 0.0311808 | Time: 2881.37 ms [2022-04-07 13:52:40 main:574] : INFO : Epoch 1992 | loss: 0.0311765 | val_loss: 0.0311793 | Time: 3046.89 ms [2022-04-07 13:52:43 main:574] : INFO : Epoch 1993 | loss: 0.0311776 | val_loss: 0.031183 | Time: 2848.86 ms [2022-04-07 13:52:46 main:574] : INFO : Epoch 1994 | loss: 0.0311778 | val_loss: 0.0311813 | Time: 3165.8 ms [2022-04-07 13:52:50 main:574] : INFO : Epoch 1995 | loss: 0.0311776 | val_loss: 0.031181 | Time: 2992.33 ms [2022-04-07 13:52:53 main:574] : INFO : Epoch 1996 | loss: 0.0311761 | val_loss: 0.0311798 | Time: 2976.25 ms [2022-04-07 13:52:55 main:574] : INFO : Epoch 1997 | loss: 0.0311746 | val_loss: 0.0311806 | Time: 2651.85 ms [2022-04-07 13:52:59 main:574] : INFO : Epoch 1998 | loss: 0.0311742 | val_loss: 0.0311791 | Time: 3291.28 ms [2022-04-07 13:53:02 main:574] : INFO : Epoch 1999 | loss: 0.0311751 | val_loss: 0.0311769 | Time: 2885.68 ms [2022-04-07 13:53:05 main:574] : INFO : Epoch 2000 | loss: 0.0311749 | val_loss: 0.0311768 | Time: 2978.05 ms [2022-04-07 13:53:08 main:574] : INFO : Epoch 2001 | loss: 0.0311729 | val_loss: 0.0311761 | Time: 2930.19 ms [2022-04-07 13:53:11 main:574] : INFO : Epoch 2002 | loss: 0.0311732 | val_loss: 0.0311853 | Time: 2932.88 ms [2022-04-07 13:53:14 main:574] : INFO : Epoch 2003 | loss: 0.0311729 | val_loss: 0.0311765 | Time: 2870.35 ms [2022-04-07 13:53:17 main:574] : INFO : Epoch 2004 | loss: 0.0311737 | val_loss: 0.0311837 | Time: 3034.72 ms [2022-04-07 13:53:20 main:574] : INFO : Epoch 2005 | loss: 0.0311715 | val_loss: 0.0311767 | Time: 2960.17 ms [2022-04-07 13:53:23 main:574] : INFO : Epoch 2006 | loss: 0.0311722 | val_loss: 0.0311806 | Time: 2921.92 ms [2022-04-07 13:53:26 main:574] : INFO : Epoch 2007 | loss: 0.0311744 | val_loss: 0.0311783 | Time: 2887.08 ms [2022-04-07 13:53:29 main:574] : INFO : Epoch 2008 | loss: 0.0311731 | val_loss: 0.0311773 | Time: 3176.83 ms [2022-04-07 13:53:32 main:574] : INFO : Epoch 2009 | loss: 0.0311726 | val_loss: 0.0311777 | Time: 2890.83 ms [2022-04-07 13:53:35 main:574] : INFO : Epoch 2010 | loss: 0.0311725 | val_loss: 0.0311779 | Time: 2878.26 ms [2022-04-07 13:53:38 main:574] : INFO : Epoch 2011 | loss: 0.0311719 | val_loss: 0.0311781 | Time: 2972.25 ms [2022-04-07 13:53:41 main:574] : INFO : Epoch 2012 | loss: 0.0311732 | val_loss: 0.03118 | Time: 2886.05 ms [2022-04-07 13:53:44 main:574] : INFO : Epoch 2013 | loss: 0.0311723 | val_loss: 0.0311781 | Time: 2996.38 ms [2022-04-07 13:53:47 main:574] : INFO : Epoch 2014 | loss: 0.0311738 | val_loss: 0.0311812 | Time: 2997.93 ms [2022-04-07 13:53:50 main:574] : INFO : Epoch 2015 | loss: 0.0311744 | val_loss: 0.0311806 | Time: 2863.16 ms [2022-04-07 13:53:53 main:574] : INFO : Epoch 2016 | loss: 0.0311725 | val_loss: 0.0311779 | Time: 2862.46 ms [2022-04-07 13:53:56 main:574] : INFO : Epoch 2017 | loss: 0.0311717 | val_loss: 0.0311769 | Time: 2922 ms [2022-04-07 13:53:59 main:574] : INFO : Epoch 2018 | loss: 0.0311713 | val_loss: 0.0311783 | Time: 3052.35 ms [2022-04-07 13:54:02 main:574] : INFO : Epoch 2019 | loss: 0.0311714 | val_loss: 0.0311762 | Time: 3168.53 ms [2022-04-07 13:54:05 main:574] : INFO : Epoch 2020 | loss: 0.0311706 | val_loss: 0.0311782 | Time: 2748.58 ms [2022-04-07 13:54:08 main:574] : INFO : Epoch 2021 | loss: 0.0311756 | val_loss: 0.0311814 | Time: 2936.62 ms [2022-04-07 13:54:11 main:574] : INFO : Epoch 2022 | loss: 0.0311729 | val_loss: 0.0311798 | Time: 3062.52 ms [2022-04-07 13:54:14 main:574] : INFO : Epoch 2023 | loss: 0.031174 | val_loss: 0.0311799 | Time: 3208.43 ms [2022-04-07 13:54:17 main:574] : INFO : Epoch 2024 | loss: 0.031173 | val_loss: 0.0311805 | Time: 2731.26 ms [2022-04-07 13:54:20 main:574] : INFO : Epoch 2025 | loss: 0.0311716 | val_loss: 0.0311823 | Time: 2998.32 ms [2022-04-07 13:54:23 main:574] : INFO : Epoch 2026 | loss: 0.031173 | val_loss: 0.0311797 | Time: 2812.6 ms [2022-04-07 13:54:26 main:574] : INFO : Epoch 2027 | loss: 0.0311755 | val_loss: 0.0311823 | Time: 2927.55 ms [2022-04-07 13:54:29 main:574] : INFO : Epoch 2028 | loss: 0.0311771 | val_loss: 0.0311868 | Time: 2897.87 ms [2022-04-07 13:54:32 main:574] : INFO : Epoch 2029 | loss: 0.0311763 | val_loss: 0.0311773 | Time: 3135.41 ms [2022-04-07 13:54:35 main:574] : INFO : Epoch 2030 | loss: 0.0311748 | val_loss: 0.0311804 | Time: 2902.56 ms [2022-04-07 13:54:38 main:574] : INFO : Epoch 2031 | loss: 0.0311712 | val_loss: 0.0311768 | Time: 2894.55 ms [2022-04-07 13:54:41 main:574] : INFO : Epoch 2032 | loss: 0.0311713 | val_loss: 0.0311805 | Time: 2977.67 ms [2022-04-07 13:54:44 main:574] : INFO : Epoch 2033 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 3062.16 ms [2022-04-07 13:54:47 main:574] : INFO : Epoch 2034 | loss: 0.031169 | val_loss: 0.0311768 | Time: 2938.56 ms [2022-04-07 13:54:50 main:574] : INFO : Epoch 2035 | loss: 0.0311706 | val_loss: 0.0311769 | Time: 2941.25 ms [2022-04-07 13:54:53 main:574] : INFO : Epoch 2036 | loss: 0.0311721 | val_loss: 0.0311773 | Time: 2788.1 ms [2022-04-07 13:54:56 main:574] : INFO : Epoch 2037 | loss: 0.0311733 | val_loss: 0.0311767 | Time: 3084.03 ms [2022-04-07 13:54:59 main:574] : INFO : Epoch 2038 | loss: 0.0311727 | val_loss: 0.0311777 | Time: 3080.26 ms [2022-04-07 13:55:03 main:574] : INFO : Epoch 2039 | loss: 0.0311775 | val_loss: 0.0311818 | Time: 3048.27 ms [2022-04-07 13:55:06 main:574] : INFO : Epoch 2040 | loss: 0.0311733 | val_loss: 0.0311819 | Time: 2983.97 ms [2022-04-07 13:55:09 main:574] : INFO : Epoch 2041 | loss: 0.0311742 | val_loss: 0.0311743 | Time: 2930.03 ms [2022-04-07 13:55:12 main:574] : INFO : Epoch 2042 | loss: 0.0311702 | val_loss: 0.031175 | Time: 2843.95 ms [2022-04-07 13:55:15 main:574] : INFO : Epoch 2043 | loss: 0.0311699 | val_loss: 0.0311758 | Time: 3157.93 ms [2022-04-07 13:55:18 main:574] : INFO : Epoch 2044 | loss: 0.0311692 | val_loss: 0.0311763 | Time: 2895.67 ms [2022-04-07 13:55:21 main:574] : INFO : Epoch 2045 | loss: 0.03117 | val_loss: 0.031175 | Time: 2863.15 ms [2022-04-07 13:55:24 main:574] : INFO : Epoch 2046 | loss: 0.0311694 | val_loss: 0.0311746 | Time: 3005.61 ms [2022-04-07 13:55:27 main:574] : INFO : Epoch 2047 | loss: 0.0311707 | val_loss: 0.0311767 | Time: 3084.47 ms [2022-04-07 13:55:30 main:574] : INFO : Epoch 2048 | loss: 0.0311726 | val_loss: 0.031176 | Time: 2971.03 ms [2022-04-07 13:55:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031176 [2022-04-07 13:55:30 main:603] : INFO : Saving end state to config to file [2022-04-07 13:55:30 main:608] : INFO : Success, exiting.. 13:55:30 (6560): 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)