Task 3527961
| Name | ParityModified-1608763965-31764-5_1 |
| Workunit | 1727991 |
| Created | 4 Jan 2021, 16:35:21 UTC |
| Sent | 4 Jan 2021, 16:42:21 UTC |
| Report deadline | 11 Jan 2021, 16:42:21 UTC |
| Received | 5 Jan 2021, 13:38:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6808 |
| Run time | 1 hours 39 min 57 sec |
| CPU time | 1 hours 32 min 2 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,941.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 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: 0.0311468 | val_loss: 0.0311666 | Time: 2869.38 ms [2021-01-05 07:12:47 main:574] : INFO : Epoch 1543 | loss: 0.0311482 | val_loss: 0.0311561 | Time: 2873.91 ms [2021-01-05 07:12:50 main:574] : INFO : Epoch 1544 | loss: 0.0311458 | val_loss: 0.0311569 | Time: 2859.19 ms [2021-01-05 07:12:53 main:574] : INFO : Epoch 1545 | loss: 0.0311473 | val_loss: 0.031159 | Time: 2970.79 ms [2021-01-05 07:12:56 main:574] : INFO : Epoch 1546 | loss: 0.0311443 | val_loss: 0.0311543 | Time: 2940.98 ms [2021-01-05 07:12:59 main:574] : INFO : Epoch 1547 | loss: 0.0311451 | val_loss: 0.0311547 | Time: 2935.24 ms [2021-01-05 07:13:02 main:574] : INFO : Epoch 1548 | loss: 0.0311467 | val_loss: 0.0311553 | Time: 2931.43 ms [2021-01-05 07:13:05 main:574] : INFO : Epoch 1549 | loss: 0.031147 | val_loss: 0.0311566 | Time: 2870.48 ms [2021-01-05 07:13:08 main:574] : INFO : Epoch 1550 | loss: 0.031147 | val_loss: 0.0311544 | Time: 2944.48 ms [2021-01-05 07:13:11 main:574] : INFO : Epoch 1551 | loss: 0.0311502 | val_loss: 0.0311526 | Time: 2871.45 ms [2021-01-05 07:13:13 main:574] : INFO : Epoch 1552 | loss: 0.0311463 | val_loss: 0.0311609 | Time: 2916.48 ms [2021-01-05 07:13:16 main:574] : INFO : Epoch 1553 | loss: 0.0311472 | val_loss: 0.0311611 | Time: 2785.63 ms [2021-01-05 07:13:19 main:574] : INFO : Epoch 1554 | loss: 0.0311455 | val_loss: 0.0311565 | Time: 3005.53 ms [2021-01-05 07:13:22 main:574] : INFO : Epoch 1555 | loss: 0.0311442 | val_loss: 0.0311552 | Time: 2847.2 ms [2021-01-05 07:13:25 main:574] : INFO : Epoch 1556 | loss: 0.031144 | val_loss: 0.0311557 | Time: 2822.4 ms [2021-01-05 07:13:28 main:574] : INFO : Epoch 1557 | loss: 0.031143 | val_loss: 0.0311565 | Time: 2964.67 ms [2021-01-05 07:13:31 main:574] : INFO : Epoch 1558 | loss: 0.0311429 | val_loss: 0.0311548 | Time: 2833.32 ms [2021-01-05 07:13:34 main:574] : INFO : Epoch 1559 | loss: 0.0311438 | val_loss: 0.0311628 | Time: 2892.54 ms [2021-01-05 07:13:37 main:574] : INFO : Epoch 1560 | loss: 0.0311473 | val_loss: 0.0311568 | Time: 2896.33 ms [2021-01-05 07:13:40 main:574] : INFO : Epoch 1561 | loss: 0.0311442 | val_loss: 0.0311543 | Time: 2990.52 ms [2021-01-05 07:13:42 main:574] : INFO : Epoch 1562 | loss: 0.0311443 | val_loss: 0.0311562 | Time: 2890.41 ms [2021-01-05 07:13:45 main:574] : INFO : Epoch 1563 | loss: 0.0311452 | val_loss: 0.031162 | Time: 2856.67 ms [2021-01-05 07:13:48 main:574] : INFO : Epoch 1564 | loss: 0.0311456 | val_loss: 0.0311565 | Time: 2947.1 ms [2021-01-05 07:13:51 main:574] : INFO : Epoch 1565 | loss: 0.0311432 | val_loss: 0.0311553 | Time: 2856.01 ms [2021-01-05 07:13:54 main:574] : INFO : Epoch 1566 | loss: 0.0311434 | val_loss: 0.0311577 | Time: 2960.41 ms [2021-01-05 07:13:57 main:574] : INFO : Epoch 1567 | loss: 0.031145 | val_loss: 0.0311535 | Time: 2877.66 ms [2021-01-05 07:14:00 main:574] : INFO : Epoch 1568 | loss: 0.0311417 | val_loss: 0.0311546 | Time: 2913.14 ms [2021-01-05 07:14:03 main:574] : INFO : Epoch 1569 | loss: 0.0311445 | val_loss: 0.0311565 | Time: 2920.16 ms [2021-01-05 07:14:06 main:574] : INFO : Epoch 1570 | loss: 0.0311436 | val_loss: 0.0311537 | Time: 2856.54 ms [2021-01-05 07:14:08 main:574] : INFO : Epoch 1571 | loss: 0.0311425 | val_loss: 0.0311531 | Time: 2789.31 ms [2021-01-05 07:14:11 main:574] : INFO : Epoch 1572 | loss: 0.0311413 | val_loss: 0.0311588 | Time: 2912.86 ms [2021-01-05 07:14:14 main:574] : INFO : Epoch 1573 | loss: 0.0311445 | val_loss: 0.0311595 | Time: 2890.23 ms [2021-01-05 07:14:17 main:574] : INFO : Epoch 1574 | loss: 0.0311459 | val_loss: 0.031152 | Time: 2965.15 ms [2021-01-05 07:14:20 main:574] : INFO : Epoch 1575 | loss: 0.0311438 | val_loss: 0.0311593 | Time: 2781.01 ms [2021-01-05 07:14:23 main:574] : INFO : Epoch 1576 | loss: 0.0311422 | val_loss: 0.0311578 | Time: 2929.54 ms [2021-01-05 07:14:26 main:574] : INFO : Epoch 1577 | loss: 0.0311402 | val_loss: 0.0311538 | Time: 2917.93 ms [2021-01-05 07:14:29 main:574] : INFO : Epoch 1578 | loss: 0.0311409 | val_loss: 0.0311578 | Time: 2855.9 ms [2021-01-05 07:14:32 main:574] : INFO : Epoch 1579 | loss: 0.0311384 | val_loss: 0.0311538 | Time: 2899.37 ms [2021-01-05 07:14:35 main:574] : INFO : Epoch 1580 | loss: 0.0311411 | val_loss: 0.0311509 | Time: 2887.27 ms [2021-01-05 07:14:37 main:574] : INFO : Epoch 1581 | loss: 0.0311396 | val_loss: 0.0311561 | Time: 2811.25 ms [2021-01-05 07:14:40 main:574] : INFO : Epoch 1582 | loss: 0.0311389 | val_loss: 0.0311521 | Time: 2830.88 ms [2021-01-05 07:14:43 main:574] : INFO : Epoch 1583 | loss: 0.0311372 | val_loss: 0.0311512 | Time: 2956.55 ms [2021-01-05 07:14:46 main:574] : INFO : Epoch 1584 | loss: 0.0311388 | val_loss: 0.031153 | Time: 2860.28 ms [2021-01-05 07:14:49 main:574] : INFO : Epoch 1585 | loss: 0.0311395 | val_loss: 0.0311547 | Time: 2866.02 ms [2021-01-05 07:14:52 main:574] : INFO : Epoch 1586 | loss: 0.0311383 | val_loss: 0.0311524 | Time: 2863.99 ms [2021-01-05 07:14:55 main:574] : INFO : Epoch 1587 | loss: 0.0311387 | val_loss: 0.03115 | Time: 2957.65 ms [2021-01-05 07:14:58 main:574] : INFO : Epoch 1588 | loss: 0.0311367 | val_loss: 0.0311517 | Time: 2852.89 ms [2021-01-05 07:15:01 main:574] : INFO : Epoch 1589 | loss: 0.0311366 | val_loss: 0.0311483 | Time: 3033.3 ms [2021-01-05 07:15:04 main:574] : INFO : Epoch 1590 | loss: 0.0311354 | val_loss: 0.0311543 | Time: 2982.94 ms [2021-01-05 07:15:07 main:574] : INFO : Epoch 1591 | loss: 0.0311363 | val_loss: 0.0311499 | Time: 2940.27 ms [2021-01-05 07:15:10 main:574] : INFO : Epoch 1592 | loss: 0.031134 | val_loss: 0.0311518 | Time: 3010.94 ms [2021-01-05 07:15:12 main:574] : INFO : Epoch 1593 | loss: 0.0311343 | val_loss: 0.0311509 | Time: 2876.73 ms [2021-01-05 07:15:15 main:574] : INFO : Epoch 1594 | loss: 0.0311343 | val_loss: 0.0311573 | Time: 2981.31 ms [2021-01-05 07:15:18 main:574] : INFO : Epoch 1595 | loss: 0.0311383 | val_loss: 0.0311548 | Time: 2882.21 ms [2021-01-05 07:15:21 main:574] : INFO : Epoch 1596 | loss: 0.0311374 | val_loss: 0.0311508 | Time: 3004.5 ms [2021-01-05 07:15:24 main:574] : INFO : Epoch 1597 | loss: 0.0311369 | val_loss: 0.0311497 | Time: 2813.52 ms [2021-01-05 07:15:27 main:574] : INFO : Epoch 1598 | loss: 0.0311361 | val_loss: 0.0311512 | Time: 2876.42 ms [2021-01-05 07:15:30 main:574] : INFO : Epoch 1599 | loss: 0.0311373 | val_loss: 0.0311554 | Time: 3039.53 ms [2021-01-05 07:15:33 main:574] : INFO : Epoch 1600 | loss: 0.0311389 | val_loss: 0.0311511 | Time: 2965.62 ms [2021-01-05 07:15:36 main:574] : INFO : Epoch 1601 | loss: 0.0311414 | val_loss: 0.0311524 | Time: 2906.39 ms [2021-01-05 07:15:39 main:574] : INFO : Epoch 1602 | loss: 0.0311396 | val_loss: 0.0311552 | Time: 2947.02 ms [2021-01-05 07:15:42 main:574] : INFO : Epoch 1603 | loss: 0.0311395 | val_loss: 0.0311518 | Time: 2951.7 ms [2021-01-05 07:15:45 main:574] : INFO : Epoch 1604 | loss: 0.0311375 | val_loss: 0.0311541 | Time: 2876.2 ms [2021-01-05 07:15:48 main:574] : INFO : Epoch 1605 | loss: 0.0311368 | val_loss: 0.0311499 | Time: 2878.12 ms [2021-01-05 07:15:51 main:574] : INFO : Epoch 1606 | loss: 0.0311337 | val_loss: 0.0311546 | Time: 2974.69 ms [2021-01-05 07:15:53 main:574] : INFO : Epoch 1607 | loss: 0.0311368 | val_loss: 0.031156 | Time: 2863.45 ms [2021-01-05 07:15:56 main:574] : INFO : Epoch 1608 | loss: 0.0311358 | val_loss: 0.0311534 | Time: 2963.42 ms [2021-01-05 07:15:59 main:574] : INFO : Epoch 1609 | loss: 0.031136 | val_loss: 0.0311535 | Time: 2924.46 ms [2021-01-05 07:16:02 main:574] : INFO : Epoch 1610 | loss: 0.031136 | val_loss: 0.0311484 | Time: 2854.95 ms [2021-01-05 07:16:05 main:574] : INFO : Epoch 1611 | loss: 0.0311355 | val_loss: 0.0311512 | Time: 2979.81 ms [2021-01-05 07:16:08 main:574] : INFO : Epoch 1612 | loss: 0.0311399 | val_loss: 0.0311666 | Time: 2900.82 ms [2021-01-05 07:16:11 main:574] : INFO : Epoch 1613 | loss: 0.031138 | val_loss: 0.0311594 | Time: 3058.37 ms [2021-01-05 07:16:14 main:574] : INFO : Epoch 1614 | loss: 0.0311394 | val_loss: 0.0311597 | Time: 2958.23 ms [2021-01-05 07:16:17 main:574] : INFO : Epoch 1615 | loss: 0.0311383 | val_loss: 0.0311581 | Time: 2897.8 ms [2021-01-05 07:16:20 main:574] : INFO : Epoch 1616 | loss: 0.0311371 | val_loss: 0.031153 | Time: 2916.51 ms [2021-01-05 07:16:23 main:574] : INFO : Epoch 1617 | loss: 0.031136 | val_loss: 0.0311544 | Time: 2828.98 ms [2021-01-05 07:16:26 main:574] : INFO : Epoch 1618 | loss: 0.0311363 | val_loss: 0.0311606 | Time: 2932.89 ms [2021-01-05 07:16:29 main:574] : INFO : Epoch 1619 | loss: 0.0311343 | val_loss: 0.0311585 | Time: 2921.84 ms [2021-01-05 07:16:32 main:574] : INFO : Epoch 1620 | loss: 0.0311345 | val_loss: 0.0311523 | Time: 2954.49 ms [2021-01-05 07:16:34 main:574] : INFO : Epoch 1621 | loss: 0.0311339 | val_loss: 0.0311541 | Time: 2845.23 ms [2021-01-05 07:16:37 main:574] : INFO : Epoch 1622 | loss: 0.0311349 | val_loss: 0.0311503 | Time: 2811.53 ms [2021-01-05 07:16:40 main:574] : INFO : Epoch 1623 | loss: 0.0311353 | val_loss: 0.0311541 | Time: 3007.96 ms [2021-01-05 07:16:43 main:574] : INFO : Epoch 1624 | loss: 0.0311347 | val_loss: 0.031154 | Time: 2926.53 ms [2021-01-05 07:16:46 main:574] : INFO : Epoch 1625 | loss: 0.0311324 | val_loss: 0.0311499 | Time: 3001.5 ms [2021-01-05 07:16:49 main:574] : INFO : Epoch 1626 | loss: 0.0311336 | val_loss: 0.0311506 | Time: 2914.39 ms [2021-01-05 07:16:52 main:574] : INFO : Epoch 1627 | loss: 0.0311321 | val_loss: 0.0311477 | Time: 2849.86 ms [2021-01-05 07:16:55 main:574] : INFO : Epoch 1628 | loss: 0.0311324 | val_loss: 0.0311524 | Time: 2929.94 ms [2021-01-05 07:16:58 main:574] : INFO : Epoch 1629 | loss: 0.0311309 | val_loss: 0.0311512 | Time: 2943.22 ms [2021-01-05 07:17:01 main:574] : INFO : Epoch 1630 | loss: 0.0311306 | val_loss: 0.03115 | Time: 2932.17 ms [2021-01-05 07:17:04 main:574] : INFO : Epoch 1631 | loss: 0.0311344 | val_loss: 0.0311482 | Time: 2821.78 ms [2021-01-05 07:17:06 main:574] : INFO : Epoch 1632 | loss: 0.0311329 | val_loss: 0.0311471 | Time: 2803.18 ms [2021-01-05 07:17:09 main:574] : INFO : Epoch 1633 | loss: 0.0311313 | val_loss: 0.0311545 | Time: 2870.75 ms [2021-01-05 07:17:12 main:574] : INFO : Epoch 1634 | loss: 0.0311317 | val_loss: 0.0311479 | Time: 2923.39 ms [2021-01-05 07:17:15 main:574] : INFO : Epoch 1635 | loss: 0.0311449 | val_loss: 0.0311586 | Time: 2819.91 ms [2021-01-05 07:17:18 main:574] : INFO : Epoch 1636 | loss: 0.0311525 | val_loss: 0.031154 | Time: 2847.71 ms [2021-01-05 07:17:21 main:574] : INFO : Epoch 1637 | loss: 0.0311491 | val_loss: 0.0311507 | Time: 2922.29 ms [2021-01-05 07:17:24 main:574] : INFO : Epoch 1638 | loss: 0.0311477 | val_loss: 0.0311521 | Time: 2918.5 ms [2021-01-05 07:17:27 main:574] : INFO : Epoch 1639 | loss: 0.0311473 | val_loss: 0.0311536 | Time: 2823.3 ms [2021-01-05 07:17:29 main:574] : INFO : Epoch 1640 | loss: 0.0311455 | val_loss: 0.0311541 | Time: 2848.08 ms [2021-01-05 07:17:32 main:574] : INFO : Epoch 1641 | loss: 0.0311446 | val_loss: 0.0311535 | Time: 2982.66 ms [2021-01-05 07:17:36 main:574] : INFO : Epoch 1642 | loss: 0.0311445 | val_loss: 0.0311579 | Time: 3028.46 ms [2021-01-05 07:17:39 main:574] : INFO : Epoch 1643 | loss: 0.0311464 | val_loss: 0.0311553 | Time: 2987.88 ms [2021-01-05 07:17:42 main:574] : INFO : Epoch 1644 | loss: 0.0311428 | val_loss: 0.0311516 | Time: 2943.66 ms [2021-01-05 07:17:44 main:574] : INFO : Epoch 1645 | loss: 0.0311432 | val_loss: 0.0311531 | Time: 2959.24 ms [2021-01-05 07:17:47 main:574] : INFO : Epoch 1646 | loss: 0.0311438 | val_loss: 0.0311538 | Time: 2944.03 ms [2021-01-05 07:17:50 main:574] : INFO : Epoch 1647 | loss: 0.0311413 | val_loss: 0.0311507 | Time: 2817.43 ms [2021-01-05 07:17:53 main:574] : INFO : Epoch 1648 | loss: 0.03114 | val_loss: 0.0311516 | Time: 2829.32 ms [2021-01-05 07:17:56 main:574] : INFO : Epoch 1649 | loss: 0.0311404 | val_loss: 0.0311535 | Time: 2832.61 ms [2021-01-05 07:17:59 main:574] : INFO : Epoch 1650 | loss: 0.0311388 | val_loss: 0.0311514 | Time: 2872.67 ms [2021-01-05 07:18:02 main:574] : INFO : Epoch 1651 | loss: 0.0311383 | val_loss: 0.0311495 | Time: 2896.12 ms [2021-01-05 07:18:05 main:574] : INFO : Epoch 1652 | loss: 0.0311374 | val_loss: 0.0311544 | Time: 3066.31 ms [2021-01-05 07:18:08 main:574] : INFO : Epoch 1653 | loss: 0.0311391 | val_loss: 0.0311547 | Time: 2882.35 ms [2021-01-05 07:18:11 main:574] : INFO : Epoch 1654 | loss: 0.0311507 | val_loss: 0.0311573 | Time: 3029.21 ms [2021-01-05 07:18:14 main:574] : INFO : Epoch 1655 | loss: 0.0311501 | val_loss: 0.0311568 | Time: 2925.77 ms [2021-01-05 07:18:17 main:574] : INFO : Epoch 1656 | loss: 0.031149 | val_loss: 0.0311589 | Time: 2987.9 ms [2021-01-05 07:18:20 main:574] : INFO : Epoch 1657 | loss: 0.0311473 | val_loss: 0.0311557 | Time: 2825.07 ms [2021-01-05 07:18:22 main:574] : INFO : Epoch 1658 | loss: 0.0311482 | val_loss: 0.0311567 | Time: 2825.66 ms [2021-01-05 07:18:25 main:574] : INFO : Epoch 1659 | loss: 0.0311467 | val_loss: 0.0311546 | Time: 2935.71 ms [2021-01-05 07:18:28 main:574] : INFO : Epoch 1660 | loss: 0.0311451 | val_loss: 0.0311518 | Time: 2983.69 ms [2021-01-05 07:18:31 main:574] : INFO : Epoch 1661 | loss: 0.031149 | val_loss: 0.0311643 | Time: 2949.77 ms [2021-01-05 07:18:34 main:574] : INFO : Epoch 1662 | loss: 0.0311472 | val_loss: 0.0311526 | Time: 2918.45 ms [2021-01-05 07:18:37 main:574] : INFO : Epoch 1663 | loss: 0.0311464 | val_loss: 0.0311569 | Time: 3039.52 ms [2021-01-05 07:18:40 main:574] : INFO : Epoch 1664 | loss: 0.0311446 | val_loss: 0.0311567 | Time: 2851.19 ms [2021-01-05 07:18:43 main:574] : INFO : Epoch 1665 | loss: 0.0311435 | val_loss: 0.0311522 | Time: 2975.71 ms [2021-01-05 07:18:46 main:574] : INFO : Epoch 1666 | loss: 0.0311437 | val_loss: 0.0311509 | Time: 2935.94 ms [2021-01-05 07:18:49 main:574] : INFO : Epoch 1667 | loss: 0.0311446 | val_loss: 0.0311535 | Time: 2816.06 ms [2021-01-05 07:18:52 main:574] : INFO : Epoch 1668 | loss: 0.0311432 | val_loss: 0.0311507 | Time: 2931.81 ms [2021-01-05 07:18:55 main:574] : INFO : Epoch 1669 | loss: 0.0311398 | val_loss: 0.0311501 | Time: 2857.21 ms [2021-01-05 07:18:57 main:574] : INFO : Epoch 1670 | loss: 0.0311393 | val_loss: 0.0311498 | Time: 2787.49 ms [2021-01-05 07:19:00 main:574] : INFO : Epoch 1671 | loss: 0.0311412 | val_loss: 0.0311529 | Time: 2884.41 ms [2021-01-05 07:19:03 main:574] : INFO : Epoch 1672 | loss: 0.0311438 | val_loss: 0.0311531 | Time: 3023.29 ms [2021-01-05 07:19:06 main:574] : INFO : Epoch 1673 | loss: 0.031141 | val_loss: 0.0311543 | Time: 2919.38 ms [2021-01-05 07:19:09 main:574] : INFO : Epoch 1674 | loss: 0.0311398 | val_loss: 0.0311529 | Time: 2851.64 ms [2021-01-05 07:19:12 main:574] : INFO : Epoch 1675 | loss: 0.0311414 | val_loss: 0.0311618 | Time: 2921.94 ms [2021-01-05 07:19:15 main:574] : INFO : Epoch 1676 | loss: 0.0311407 | val_loss: 0.0311494 | Time: 2979.14 ms [2021-01-05 07:19:18 main:574] : INFO : Epoch 1677 | loss: 0.0311392 | val_loss: 0.0311532 | Time: 2948.78 ms [2021-01-05 07:19:21 main:574] : INFO : Epoch 1678 | loss: 0.0311393 | val_loss: 0.0311543 | Time: 2975.12 ms [2021-01-05 07:19:24 main:574] : INFO : Epoch 1679 | loss: 0.0311396 | val_loss: 0.0311524 | Time: 2833.92 ms [2021-01-05 07:19:27 main:574] : INFO : Epoch 1680 | loss: 0.03114 | val_loss: 0.0311531 | Time: 2884.31 ms [2021-01-05 07:19:30 main:574] : INFO : Epoch 1681 | loss: 0.0311417 | val_loss: 0.0311516 | Time: 2942.3 ms [2021-01-05 07:19:33 main:574] : INFO : Epoch 1682 | loss: 0.0311405 | val_loss: 0.0311516 | Time: 2910.52 ms [2021-01-05 07:19:36 main:574] : INFO : Epoch 1683 | loss: 0.0311404 | val_loss: 0.0311504 | Time: 2908.39 ms [2021-01-05 07:19:39 main:574] : INFO : Epoch 1684 | loss: 0.0311393 | val_loss: 0.0311503 | Time: 2917.6 ms [2021-01-05 07:19:42 main:574] : INFO : Epoch 1685 | loss: 0.0311381 | val_loss: 0.0311495 | Time: 2825 ms [2021-01-05 07:19:44 main:574] : INFO : Epoch 1686 | loss: 0.0311393 | val_loss: 0.031152 | Time: 2864.69 ms [2021-01-05 07:19:47 main:574] : INFO : Epoch 1687 | loss: 0.0311398 | val_loss: 0.0311465 | Time: 2827.08 ms [2021-01-05 07:19:50 main:574] : INFO : Epoch 1688 | loss: 0.031138 | val_loss: 0.0311472 | Time: 2997.66 ms [2021-01-05 07:19:53 main:574] : INFO : Epoch 1689 | loss: 0.0311361 | val_loss: 0.0311468 | Time: 2868.39 ms [2021-01-05 07:19:56 main:574] : INFO : Epoch 1690 | loss: 0.0311361 | val_loss: 0.0311514 | Time: 2960.78 ms [2021-01-05 07:19:59 main:574] : INFO : Epoch 1691 | loss: 0.0311357 | val_loss: 0.0311467 | Time: 2944.35 ms [2021-01-05 07:20:02 main:574] : INFO : Epoch 1692 | loss: 0.0311347 | val_loss: 0.031145 | Time: 2959.17 ms [2021-01-05 07:20:05 main:574] : INFO : Epoch 1693 | loss: 0.031138 | val_loss: 0.0311471 | Time: 2923.31 ms [2021-01-05 07:20:08 main:574] : INFO : Epoch 1694 | loss: 0.0311362 | val_loss: 0.0311468 | Time: 2879.63 ms [2021-01-05 07:20:11 main:574] : INFO : Epoch 1695 | loss: 0.0311344 | val_loss: 0.0311457 | Time: 2896.87 ms [2021-01-05 07:20:14 main:574] : INFO : Epoch 1696 | loss: 0.0311339 | val_loss: 0.0311434 | Time: 3030.41 ms [2021-01-05 07:20:17 main:574] : INFO : Epoch 1697 | loss: 0.0311331 | val_loss: 0.031146 | Time: 2874.85 ms [2021-01-05 07:20:20 main:574] : INFO : Epoch 1698 | loss: 0.0311334 | val_loss: 0.0311487 | Time: 2839.63 ms [2021-01-05 07:20:23 main:574] : INFO : Epoch 1699 | loss: 0.0311338 | val_loss: 0.031148 | Time: 2899.27 ms [2021-01-05 07:20:25 main:574] : INFO : Epoch 1700 | loss: 0.0311327 | val_loss: 0.0311456 | Time: 2896.89 ms [2021-01-05 07:20:28 main:574] : INFO : Epoch 1701 | loss: 0.0311336 | val_loss: 0.0311492 | Time: 2880.82 ms [2021-01-05 07:20:31 main:574] : INFO : Epoch 1702 | loss: 0.0311342 | val_loss: 0.031148 | Time: 2905.29 ms [2021-01-05 07:20:34 main:574] : INFO : Epoch 1703 | loss: 0.031133 | val_loss: 0.0311461 | Time: 2915.48 ms [2021-01-05 07:20:37 main:574] : INFO : Epoch 1704 | loss: 0.031134 | val_loss: 0.0311501 | Time: 2810.3 ms [2021-01-05 07:20:40 main:574] : INFO : Epoch 1705 | loss: 0.0311345 | val_loss: 0.0311508 | Time: 2863.84 ms [2021-01-05 07:20:43 main:574] : INFO : Epoch 1706 | loss: 0.0311343 | val_loss: 0.0311454 | Time: 2922.95 ms [2021-01-05 07:20:46 main:574] : INFO : Epoch 1707 | loss: 0.0311363 | val_loss: 0.0311447 | Time: 2961.56 ms [2021-01-05 07:20:49 main:574] : INFO : Epoch 1708 | loss: 0.0311357 | val_loss: 0.0311439 | Time: 2934.57 ms [2021-01-05 07:20:52 main:574] : INFO : Epoch 1709 | loss: 0.0311365 | val_loss: 0.0311482 | Time: 2973.18 ms [2021-01-05 07:20:55 main:574] : INFO : Epoch 1710 | loss: 0.0311352 | val_loss: 0.0311448 | Time: 3016.66 ms [2021-01-05 07:20:58 main:574] : INFO : Epoch 1711 | loss: 0.0311339 | val_loss: 0.0311458 | Time: 2869.87 ms [2021-01-05 07:21:01 main:574] : INFO : Epoch 1712 | loss: 0.0311338 | val_loss: 0.0311435 | Time: 2927.1 ms [2021-01-05 07:21:03 main:574] : INFO : Epoch 1713 | loss: 0.0311344 | val_loss: 0.0311461 | Time: 2902.11 ms [2021-01-05 07:21:06 main:574] : INFO : Epoch 1714 | loss: 0.0311424 | val_loss: 0.0311543 | Time: 2861.14 ms [2021-01-05 07:21:09 main:574] : INFO : Epoch 1715 | loss: 0.0312232 | val_loss: 0.0312773 | Time: 2944.86 ms [2021-01-05 07:21:12 main:574] : INFO : Epoch 1716 | loss: 0.0342702 | val_loss: 0.0338819 | Time: 2825.31 ms [2021-01-05 07:21:15 main:574] : INFO : Epoch 1717 | loss: 0.0322961 | val_loss: 0.0314409 | Time: 2850.59 ms [2021-01-05 07:21:18 main:574] : INFO : Epoch 1718 | loss: 0.0313199 | val_loss: 0.0312285 | Time: 2814.13 ms [2021-01-05 07:21:21 main:574] : INFO : Epoch 1719 | loss: 0.0311963 | val_loss: 0.0311736 | Time: 2927.73 ms [2021-01-05 07:21:24 main:574] : INFO : Epoch 1720 | loss: 0.0311623 | val_loss: 0.0311526 | Time: 2901.27 ms [2021-01-05 07:21:27 main:574] : INFO : Epoch 1721 | loss: 0.0311521 | val_loss: 0.031148 | Time: 2914.88 ms [2021-01-05 07:21:29 main:574] : INFO : Epoch 1722 | loss: 0.0311436 | val_loss: 0.0311512 | Time: 2881.07 ms [2021-01-05 07:21:32 main:574] : INFO : Epoch 1723 | loss: 0.031139 | val_loss: 0.0311481 | Time: 2876.42 ms [2021-01-05 07:21:35 main:574] : INFO : Epoch 1724 | loss: 0.0311393 | val_loss: 0.031153 | Time: 2867.48 ms [2021-01-05 07:21:38 main:574] : INFO : Epoch 1725 | loss: 0.0311407 | val_loss: 0.0311489 | Time: 2892.27 ms [2021-01-05 07:21:41 main:574] : INFO : Epoch 1726 | loss: 0.0311401 | val_loss: 0.031148 | Time: 2969.14 ms [2021-01-05 07:21:44 main:574] : INFO : Epoch 1727 | loss: 0.0311394 | val_loss: 0.0311477 | Time: 2893.06 ms [2021-01-05 07:21:47 main:574] : INFO : Epoch 1728 | loss: 0.0311385 | val_loss: 0.0311474 | Time: 2931.69 ms [2021-01-05 07:21:50 main:574] : INFO : Epoch 1729 | loss: 0.0311365 | val_loss: 0.0311483 | Time: 2962.61 ms [2021-01-05 07:21:53 main:574] : INFO : Epoch 1730 | loss: 0.0311358 | val_loss: 0.0311488 | Time: 2825.67 ms [2021-01-05 07:21:56 main:574] : INFO : Epoch 1731 | loss: 0.0311343 | val_loss: 0.0311463 | Time: 2894.86 ms [2021-01-05 07:21:58 main:574] : INFO : Epoch 1732 | loss: 0.0311335 | val_loss: 0.0311445 | Time: 2871.29 ms [2021-01-05 07:22:01 main:574] : INFO : Epoch 1733 | loss: 0.0311322 | val_loss: 0.0311424 | Time: 2874.77 ms [2021-01-05 07:22:04 main:574] : INFO : Epoch 1734 | loss: 0.0311328 | val_loss: 0.0311446 | Time: 2962.21 ms [2021-01-05 07:22:07 main:574] : INFO : Epoch 1735 | loss: 0.0311321 | val_loss: 0.0311436 | Time: 2962.06 ms [2021-01-05 07:22:10 main:574] : INFO : Epoch 1736 | loss: 0.0311317 | val_loss: 0.031147 | Time: 2873.19 ms [2021-01-05 07:22:13 main:574] : INFO : Epoch 1737 | loss: 0.0311311 | val_loss: 0.0311473 | Time: 2971.71 ms [2021-01-05 07:22:16 main:574] : INFO : Epoch 1738 | loss: 0.0311316 | val_loss: 0.0311437 | Time: 2925.25 ms [2021-01-05 07:22:19 main:574] : INFO : Epoch 1739 | loss: 0.0311298 | val_loss: 0.0311438 | Time: 2956.21 ms [2021-01-05 07:22:22 main:574] : INFO : Epoch 1740 | loss: 0.0311307 | val_loss: 0.0311453 | Time: 2858.42 ms [2021-01-05 07:22:25 main:574] : INFO : Epoch 1741 | loss: 0.031131 | val_loss: 0.0311449 | Time: 2906.45 ms [2021-01-05 07:22:28 main:574] : INFO : Epoch 1742 | loss: 0.0311297 | val_loss: 0.0311482 | Time: 2944.31 ms [2021-01-05 07:22:31 main:574] : INFO : Epoch 1743 | loss: 0.0311316 | val_loss: 0.0311539 | Time: 2911.7 ms [2021-01-05 07:22:34 main:574] : INFO : Epoch 1744 | loss: 0.0311355 | val_loss: 0.0311476 | Time: 2959.19 ms [2021-01-05 07:22:37 main:574] : INFO : Epoch 1745 | loss: 0.0311357 | val_loss: 0.0311457 | Time: 2906.2 ms [2021-01-05 07:22:39 main:574] : INFO : Epoch 1746 | loss: 0.031136 | val_loss: 0.0311528 | Time: 2910.58 ms [2021-01-05 07:22:42 main:574] : INFO : Epoch 1747 | loss: 0.0311353 | val_loss: 0.0311448 | Time: 2925.28 ms [2021-01-05 07:22:45 main:574] : INFO : Epoch 1748 | loss: 0.0311326 | val_loss: 0.0311463 | Time: 2942.69 ms [2021-01-05 07:22:48 main:574] : INFO : Epoch 1749 | loss: 0.0311301 | val_loss: 0.0311432 | Time: 2925.43 ms [2021-01-05 07:22:51 main:574] : INFO : Epoch 1750 | loss: 0.0311285 | val_loss: 0.0311437 | Time: 2990.58 ms [2021-01-05 07:22:54 main:574] : INFO : Epoch 1751 | loss: 0.0311296 | val_loss: 0.0311433 | Time: 2874.82 ms [2021-01-05 07:22:57 main:574] : INFO : Epoch 1752 | loss: 0.0311304 | val_loss: 0.0311481 | Time: 2886.11 ms [2021-01-05 07:23:00 main:574] : INFO : Epoch 1753 | loss: 0.0311304 | val_loss: 0.0311442 | Time: 2953.82 ms [2021-01-05 07:23:03 main:574] : INFO : Epoch 1754 | loss: 0.0311293 | val_loss: 0.0311458 | Time: 2874.84 ms [2021-01-05 07:23:06 main:574] : INFO : Epoch 1755 | loss: 0.031128 | val_loss: 0.031142 | Time: 2865.69 ms [2021-01-05 07:23:09 main:574] : INFO : Epoch 1756 | loss: 0.0311271 | val_loss: 0.0311454 | Time: 2948.42 ms [2021-01-05 07:23:12 main:574] : INFO : Epoch 1757 | loss: 0.03113 | val_loss: 0.031143 | Time: 2885.43 ms [2021-01-05 07:23:15 main:574] : INFO : Epoch 1758 | loss: 0.0311329 | val_loss: 0.0311458 | Time: 2963.68 ms [2021-01-05 07:23:17 main:574] : INFO : Epoch 1759 | loss: 0.0311322 | val_loss: 0.0311452 | Time: 2937.32 ms [2021-01-05 07:23:20 main:574] : INFO : Epoch 1760 | loss: 0.0311381 | val_loss: 0.0311442 | Time: 2839.89 ms [2021-01-05 07:23:23 main:574] : INFO : Epoch 1761 | loss: 0.0311366 | val_loss: 0.0311443 | Time: 2983.68 ms [2021-01-05 07:23:26 main:574] : INFO : Epoch 1762 | loss: 0.0311335 | val_loss: 0.0311434 | Time: 3051.28 ms [2021-01-05 07:23:29 main:574] : INFO : Epoch 1763 | loss: 0.0311314 | val_loss: 0.0311446 | Time: 2847.43 ms [2021-01-05 07:23:32 main:574] : INFO : Epoch 1764 | loss: 0.0311289 | val_loss: 0.0311446 | Time: 2895.78 ms [2021-01-05 07:23:35 main:574] : INFO : Epoch 1765 | loss: 0.0311297 | val_loss: 0.0311458 | Time: 2948.72 ms [2021-01-05 07:23:38 main:574] : INFO : Epoch 1766 | loss: 0.0311301 | val_loss: 0.0311429 | Time: 2976.74 ms [2021-01-05 07:23:41 main:574] : INFO : Epoch 1767 | loss: 0.0311293 | val_loss: 0.0311462 | Time: 2872.24 ms [2021-01-05 07:23:44 main:574] : INFO : Epoch 1768 | loss: 0.0311298 | val_loss: 0.0311443 | Time: 2900.67 ms [2021-01-05 07:23:47 main:574] : INFO : Epoch 1769 | loss: 0.0311301 | val_loss: 0.0311449 | Time: 2862.49 ms [2021-01-05 07:23:50 main:574] : INFO : Epoch 1770 | loss: 0.0311297 | val_loss: 0.0311453 | Time: 2875.39 ms [2021-01-05 07:23:53 main:574] : INFO : Epoch 1771 | loss: 0.0311276 | val_loss: 0.0311428 | Time: 2953.54 ms [2021-01-05 07:23:55 main:574] : INFO : Epoch 1772 | loss: 0.0311267 | val_loss: 0.0311441 | Time: 2835.09 ms [2021-01-05 07:23:58 main:574] : INFO : Epoch 1773 | loss: 0.0311258 | val_loss: 0.0311458 | Time: 2958.75 ms [2021-01-05 07:24:01 main:574] : INFO : Epoch 1774 | loss: 0.0311249 | val_loss: 0.0311485 | Time: 2888.08 ms [2021-01-05 07:24:04 main:574] : INFO : Epoch 1775 | loss: 0.031126 | val_loss: 0.0311473 | Time: 2844.95 ms [2021-01-05 07:24:07 main:574] : INFO : Epoch 1776 | loss: 0.0311253 | val_loss: 0.0311496 | Time: 2851.04 ms [2021-01-05 07:24:10 main:574] : INFO : Epoch 1777 | loss: 0.0311248 | val_loss: 0.0311544 | Time: 2883.77 ms [2021-01-05 07:24:13 main:574] : INFO : Epoch 1778 | loss: 0.0311267 | val_loss: 0.0311476 | Time: 2982.14 ms [2021-01-05 07:24:16 main:574] : INFO : Epoch 1779 | loss: 0.0311245 | val_loss: 0.0311487 | Time: 2854.29 ms [2021-01-05 07:24:19 main:574] : INFO : Epoch 1780 | loss: 0.0311254 | val_loss: 0.0311452 | Time: 2922.96 ms [2021-01-05 07:24:21 main:574] : INFO : Epoch 1781 | loss: 0.0311273 | val_loss: 0.0311473 | Time: 2903.82 ms [2021-01-05 07:24:25 main:574] : INFO : Epoch 1782 | loss: 0.0311274 | val_loss: 0.0311458 | Time: 3012.36 ms [2021-01-05 07:24:27 main:574] : INFO : Epoch 1783 | loss: 0.0311235 | val_loss: 0.0311508 | Time: 2913.2 ms [2021-01-05 07:24:30 main:574] : INFO : Epoch 1784 | loss: 0.0311245 | val_loss: 0.0311473 | Time: 2904.33 ms [2021-01-05 07:24:33 main:574] : INFO : Epoch 1785 | loss: 0.031124 | val_loss: 0.0311489 | Time: 2874.62 ms [2021-01-05 07:24:36 main:574] : INFO : Epoch 1786 | loss: 0.0311242 | val_loss: 0.0311433 | Time: 2879.51 ms [2021-01-05 07:24:39 main:574] : INFO : Epoch 1787 | loss: 0.0311226 | val_loss: 0.0311433 | Time: 2867.69 ms [2021-01-05 07:24:42 main:574] : INFO : Epoch 1788 | loss: 0.0311232 | val_loss: 0.0311429 | Time: 3009.11 ms [2021-01-05 07:24:45 main:574] : INFO : Epoch 1789 | loss: 0.0311219 | val_loss: 0.0311429 | Time: 2854.84 ms [2021-01-05 07:24:48 main:574] : INFO : Epoch 1790 | loss: 0.031123 | val_loss: 0.0311439 | Time: 2899.65 ms [2021-01-05 07:24:51 main:574] : INFO : Epoch 1791 | loss: 0.0311222 | val_loss: 0.0311506 | Time: 2945.68 ms [2021-01-05 07:24:54 main:574] : INFO : Epoch 1792 | loss: 0.0311215 | val_loss: 0.0311421 | Time: 2931.26 ms [2021-01-05 07:24:56 main:574] : INFO : Epoch 1793 | loss: 0.0311216 | val_loss: 0.0311516 | Time: 2833.14 ms [2021-01-05 07:24:59 main:574] : INFO : Epoch 1794 | loss: 0.031125 | val_loss: 0.0311483 | Time: 2900.91 ms [2021-01-05 07:25:02 main:574] : INFO : Epoch 1795 | loss: 0.031127 | val_loss: 0.0311451 | Time: 2921.49 ms [2021-01-05 07:25:05 main:574] : INFO : Epoch 1796 | loss: 0.0311311 | val_loss: 0.0311429 | Time: 2813.28 ms [2021-01-05 07:25:08 main:574] : INFO : Epoch 1797 | loss: 0.0311289 | val_loss: 0.0311429 | Time: 2853.98 ms [2021-01-05 07:25:11 main:574] : INFO : Epoch 1798 | loss: 0.0311318 | val_loss: 0.0311419 | Time: 2934.16 ms [2021-01-05 07:25:14 main:574] : INFO : Epoch 1799 | loss: 0.0311326 | val_loss: 0.0311402 | Time: 2842.65 ms [2021-01-05 07:25:17 main:574] : INFO : Epoch 1800 | loss: 0.0311302 | val_loss: 0.0311405 | Time: 2911.05 ms [2021-01-05 07:25:20 main:574] : INFO : Epoch 1801 | loss: 0.0311289 | val_loss: 0.0311446 | Time: 2884.92 ms [2021-01-05 07:25:23 main:574] : INFO : Epoch 1802 | loss: 0.0311281 | val_loss: 0.0311429 | Time: 3041.84 ms [2021-01-05 07:25:26 main:574] : INFO : Epoch 1803 | loss: 0.0311273 | val_loss: 0.031144 | Time: 2892.71 ms [2021-01-05 07:25:29 main:574] : INFO : Epoch 1804 | loss: 0.0311274 | val_loss: 0.0311451 | Time: 2994.25 ms [2021-01-05 07:25:31 main:574] : INFO : Epoch 1805 | loss: 0.0311322 | val_loss: 0.031142 | Time: 2876.72 ms [2021-01-05 07:25:34 main:574] : INFO : Epoch 1806 | loss: 0.0311303 | val_loss: 0.0311473 | Time: 2977.06 ms [2021-01-05 07:25:37 main:574] : INFO : Epoch 1807 | loss: 0.0311344 | val_loss: 0.0311423 | Time: 2907.26 ms [2021-01-05 07:25:40 main:574] : INFO : Epoch 1808 | loss: 0.031134 | val_loss: 0.0311444 | Time: 3002.85 ms [2021-01-05 07:25:43 main:574] : INFO : Epoch 1809 | loss: 0.0311323 | val_loss: 0.031141 | Time: 3010.56 ms [2021-01-05 07:25:46 main:574] : INFO : Epoch 1810 | loss: 0.0311336 | val_loss: 0.0311405 | Time: 2890.07 ms [2021-01-05 07:25:49 main:574] : INFO : Epoch 1811 | loss: 0.031134 | val_loss: 0.0311406 | Time: 3007.06 ms [2021-01-05 07:25:52 main:574] : INFO : Epoch 1812 | loss: 0.0311324 | val_loss: 0.0311385 | Time: 3015.66 ms [2021-01-05 07:25:55 main:574] : INFO : Epoch 1813 | loss: 0.0311365 | val_loss: 0.0311393 | Time: 2964.08 ms [2021-01-05 07:25:58 main:574] : INFO : Epoch 1814 | loss: 0.0311355 | val_loss: 0.0311416 | Time: 2931.52 ms [2021-01-05 07:26:01 main:574] : INFO : Epoch 1815 | loss: 0.0311382 | val_loss: 0.031142 | Time: 3123.42 ms [2021-01-05 07:26:04 main:574] : INFO : Epoch 1816 | loss: 0.0311365 | val_loss: 0.0311445 | Time: 2884.88 ms [2021-01-05 07:26:07 main:574] : INFO : Epoch 1817 | loss: 0.0311368 | val_loss: 0.031141 | Time: 3010.51 ms [2021-01-05 07:26:10 main:574] : INFO : Epoch 1818 | loss: 0.0311327 | val_loss: 0.0311383 | Time: 3064.19 ms [2021-01-05 07:26:13 main:574] : INFO : Epoch 1819 | loss: 0.0311308 | val_loss: 0.0311382 | Time: 2922.09 ms [2021-01-05 07:26:16 main:574] : INFO : Epoch 1820 | loss: 0.031128 | val_loss: 0.0311381 | Time: 2967.39 ms [2021-01-05 07:26:19 main:574] : INFO : Epoch 1821 | loss: 0.0311291 | val_loss: 0.0311408 | Time: 2988.4 ms [2021-01-05 07:26:22 main:574] : INFO : Epoch 1822 | loss: 0.0311297 | val_loss: 0.0311443 | Time: 2918.92 ms [2021-01-05 07:26:25 main:574] : INFO : Epoch 1823 | loss: 0.0311284 | val_loss: 0.0311416 | Time: 2840.52 ms [2021-01-05 07:26:28 main:574] : INFO : Epoch 1824 | loss: 0.0311278 | val_loss: 0.0311414 | Time: 2807.83 ms [2021-01-05 07:26:31 main:574] : INFO : Epoch 1825 | loss: 0.0311265 | val_loss: 0.0311398 | Time: 3072.3 ms [2021-01-05 07:26:34 main:574] : INFO : Epoch 1826 | loss: 0.0311258 | val_loss: 0.0311374 | Time: 2874.89 ms [2021-01-05 07:26:37 main:574] : INFO : Epoch 1827 | loss: 0.0311272 | val_loss: 0.031141 | Time: 2927.71 ms [2021-01-05 07:26:39 main:574] : INFO : Epoch 1828 | loss: 0.031127 | val_loss: 0.0311403 | Time: 2885.64 ms [2021-01-05 07:26:42 main:574] : INFO : Epoch 1829 | loss: 0.0311274 | val_loss: 0.0311444 | Time: 2959.09 ms [2021-01-05 07:26:45 main:574] : INFO : Epoch 1830 | loss: 0.0311286 | val_loss: 0.0311415 | Time: 2846.85 ms [2021-01-05 07:26:48 main:574] : INFO : Epoch 1831 | loss: 0.0311266 | val_loss: 0.0311392 | Time: 2877.54 ms [2021-01-05 07:26:51 main:574] : INFO : Epoch 1832 | loss: 0.0311263 | val_loss: 0.0311356 | Time: 2962.39 ms [2021-01-05 07:26:54 main:574] : INFO : Epoch 1833 | loss: 0.0311271 | val_loss: 0.031138 | Time: 3022.3 ms [2021-01-05 07:26:57 main:574] : INFO : Epoch 1834 | loss: 0.0311256 | val_loss: 0.0311373 | Time: 2906.3 ms [2021-01-05 07:27:00 main:574] : INFO : Epoch 1835 | loss: 0.0311225 | val_loss: 0.0311393 | Time: 2926.57 ms [2021-01-05 07:27:03 main:574] : INFO : Epoch 1836 | loss: 0.0311222 | val_loss: 0.0311426 | Time: 3066.1 ms [2021-01-05 07:27:06 main:574] : INFO : Epoch 1837 | loss: 0.0311227 | val_loss: 0.0311435 | Time: 2884.02 ms [2021-01-05 07:27:09 main:574] : INFO : Epoch 1838 | loss: 0.0311266 | val_loss: 0.0311457 | Time: 3071.5 ms [2021-01-05 07:27:12 main:574] : INFO : Epoch 1839 | loss: 0.0311233 | val_loss: 0.0311409 | Time: 2968.5 ms [2021-01-05 07:27:15 main:574] : INFO : Epoch 1840 | loss: 0.0311245 | val_loss: 0.031142 | Time: 2954.89 ms [2021-01-05 07:27:18 main:574] : INFO : Epoch 1841 | loss: 0.031125 | val_loss: 0.0311382 | Time: 3054.5 ms [2021-01-05 07:27:21 main:574] : INFO : Epoch 1842 | loss: 0.0311219 | val_loss: 0.0311365 | Time: 2910.04 ms [2021-01-05 07:27:24 main:574] : INFO : Epoch 1843 | loss: 0.0311213 | val_loss: 0.0311403 | Time: 2939.29 ms [2021-01-05 07:27:27 main:574] : INFO : Epoch 1844 | loss: 0.0311208 | val_loss: 0.0311424 | Time: 3029.31 ms [2021-01-05 07:27:30 main:574] : INFO : Epoch 1845 | loss: 0.0311199 | val_loss: 0.0311451 | Time: 3074.05 ms [2021-01-05 07:27:33 main:574] : INFO : Epoch 1846 | loss: 0.0311195 | val_loss: 0.0311396 | Time: 2897.72 ms [2021-01-05 07:27:36 main:574] : INFO : Epoch 1847 | loss: 0.0311192 | val_loss: 0.0311417 | Time: 2988.44 ms [2021-01-05 07:27:39 main:574] : INFO : Epoch 1848 | loss: 0.0311241 | val_loss: 0.0311414 | Time: 2914.68 ms [2021-01-05 07:27:42 main:574] : INFO : Epoch 1849 | loss: 0.0311262 | val_loss: 0.0311423 | Time: 3006.2 ms [2021-01-05 07:27:45 main:574] : INFO : Epoch 1850 | loss: 0.0311235 | val_loss: 0.0311391 | Time: 2840.95 ms [2021-01-05 07:27:48 main:574] : INFO : Epoch 1851 | loss: 0.0311209 | val_loss: 0.0311351 | Time: 3051.36 ms [2021-01-05 07:27:51 main:574] : INFO : Epoch 1852 | loss: 0.0311195 | val_loss: 0.0311382 | Time: 2917.87 ms [2021-01-05 07:27:54 main:574] : INFO : Epoch 1853 | loss: 0.0311244 | val_loss: 0.031142 | Time: 2908.13 ms [2021-01-05 07:27:56 main:574] : INFO : Epoch 1854 | loss: 0.0311259 | val_loss: 0.0311423 | Time: 2850.84 ms [2021-01-05 07:27:59 main:574] : INFO : Epoch 1855 | loss: 0.0311275 | val_loss: 0.0311411 | Time: 2937.12 ms [2021-01-05 07:28:02 main:574] : INFO : Epoch 1856 | loss: 0.0311335 | val_loss: 0.0311391 | Time: 2963.05 ms [2021-01-05 07:28:05 main:574] : INFO : Epoch 1857 | loss: 0.0311301 | val_loss: 0.0311432 | Time: 2897.57 ms [2021-01-05 07:28:08 main:574] : INFO : Epoch 1858 | loss: 0.0311554 | val_loss: 0.0312555 | Time: 2953.23 ms [2021-01-05 07:28:11 main:574] : INFO : Epoch 1859 | loss: 0.0312382 | val_loss: 0.0312415 | Time: 2883.53 ms [2021-01-05 07:28:14 main:574] : INFO : Epoch 1860 | loss: 0.0312351 | val_loss: 0.031232 | Time: 2997.72 ms [2021-01-05 07:28:17 main:574] : INFO : Epoch 1861 | loss: 0.031225 | val_loss: 0.0312239 | Time: 3010.39 ms [2021-01-05 07:28:20 main:574] : INFO : Epoch 1862 | loss: 0.0312134 | val_loss: 0.0312146 | Time: 3004 ms [2021-01-05 07:28:23 main:574] : INFO : Epoch 1863 | loss: 0.0312106 | val_loss: 0.0312052 | Time: 2968.4 ms [2021-01-05 07:28:26 main:574] : INFO : Epoch 1864 | loss: 0.0312043 | val_loss: 0.0312019 | Time: 2895.23 ms [2021-01-05 07:28:29 main:574] : INFO : Epoch 1865 | loss: 0.0311991 | val_loss: 0.0311974 | Time: 2919.59 ms [2021-01-05 07:28:32 main:574] : INFO : Epoch 1866 | loss: 0.0311958 | val_loss: 0.0311946 | Time: 2891.77 ms [2021-01-05 07:28:35 main:574] : INFO : Epoch 1867 | loss: 0.0311947 | val_loss: 0.0311969 | Time: 3006.31 ms [2021-01-05 07:28:38 main:574] : INFO : Epoch 1868 | loss: 0.0311948 | val_loss: 0.0311936 | Time: 2874.56 ms [2021-01-05 07:28:41 main:574] : INFO : Epoch 1869 | loss: 0.0311915 | val_loss: 0.0311925 | Time: 3009.39 ms [2021-01-05 07:28:44 main:574] : INFO : Epoch 1870 | loss: 0.0311914 | val_loss: 0.0311934 | Time: 2925.03 ms [2021-01-05 07:28:47 main:574] : INFO : Epoch 1871 | loss: 0.0311896 | val_loss: 0.0311893 | Time: 2959.96 ms [2021-01-05 07:28:49 main:574] : INFO : Epoch 1872 | loss: 0.0311857 | val_loss: 0.0311857 | Time: 2838.6 ms [2021-01-05 07:28:52 main:574] : INFO : Epoch 1873 | loss: 0.0311831 | val_loss: 0.0311836 | Time: 2955.49 ms [2021-01-05 07:28:55 main:574] : INFO : Epoch 1874 | loss: 0.0311824 | val_loss: 0.0311857 | Time: 2915.64 ms [2021-01-05 07:28:58 main:574] : INFO : Epoch 1875 | loss: 0.0311834 | val_loss: 0.0311859 | Time: 3003.12 ms [2021-01-05 07:29:01 main:574] : INFO : Epoch 1876 | loss: 0.0311797 | val_loss: 0.0311804 | Time: 2890.43 ms [2021-01-05 07:29:04 main:574] : INFO : Epoch 1877 | loss: 0.0311773 | val_loss: 0.031179 | Time: 2959.15 ms [2021-01-05 07:29:07 main:574] : INFO : Epoch 1878 | loss: 0.0311766 | val_loss: 0.0311809 | Time: 2962.92 ms [2021-01-05 07:29:10 main:574] : INFO : Epoch 1879 | loss: 0.0311754 | val_loss: 0.0311813 | Time: 2987.39 ms [2021-01-05 07:29:13 main:574] : INFO : Epoch 1880 | loss: 0.0311774 | val_loss: 0.0311826 | Time: 2931.85 ms [2021-01-05 07:29:16 main:574] : INFO : Epoch 1881 | loss: 0.0311763 | val_loss: 0.0311787 | Time: 2967.87 ms [2021-01-05 07:29:19 main:574] : INFO : Epoch 1882 | loss: 0.0311743 | val_loss: 0.0311838 | Time: 2964.96 ms [2021-01-05 07:29:22 main:574] : INFO : Epoch 1883 | loss: 0.0311762 | val_loss: 0.0311809 | Time: 2950.81 ms [2021-01-05 07:29:25 main:574] : INFO : Epoch 1884 | loss: 0.0311757 | val_loss: 0.0311761 | Time: 2893.65 ms [2021-01-05 07:29:28 main:574] : INFO : Epoch 1885 | loss: 0.0311779 | val_loss: 0.0311794 | Time: 2923.24 ms [2021-01-05 07:29:31 main:574] : INFO : Epoch 1886 | loss: 0.0311776 | val_loss: 0.0311771 | Time: 2968.56 ms [2021-01-05 07:29:34 main:574] : INFO : Epoch 1887 | loss: 0.0311812 | val_loss: 0.0311786 | Time: 2964.52 ms [2021-01-05 07:29:37 main:574] : INFO : Epoch 1888 | loss: 0.0311799 | val_loss: 0.0311764 | Time: 3020.23 ms [2021-01-05 07:29:40 main:574] : INFO : Epoch 1889 | loss: 0.0311786 | val_loss: 0.0311761 | Time: 2980.97 ms [2021-01-05 07:29:43 main:574] : INFO : Epoch 1890 | loss: 0.0311775 | val_loss: 0.0311795 | Time: 2989.35 ms [2021-01-05 07:29:46 main:574] : INFO : Epoch 1891 | loss: 0.0311761 | val_loss: 0.0311787 | Time: 2900.36 ms [2021-01-05 07:29:49 main:574] : INFO : Epoch 1892 | loss: 0.031176 | val_loss: 0.0311784 | Time: 2918.27 ms [2021-01-05 07:29:52 main:574] : INFO : Epoch 1893 | loss: 0.0311783 | val_loss: 0.0311781 | Time: 2953.7 ms [2021-01-05 07:29:54 main:574] : INFO : Epoch 1894 | loss: 0.0311787 | val_loss: 0.0311746 | Time: 2894.26 ms [2021-01-05 07:29:57 main:574] : INFO : Epoch 1895 | loss: 0.0311754 | val_loss: 0.0311792 | Time: 2871.18 ms [2021-01-05 07:30:00 main:574] : INFO : Epoch 1896 | loss: 0.0311735 | val_loss: 0.0311722 | Time: 3055.36 ms [2021-01-05 07:30:03 main:574] : INFO : Epoch 1897 | loss: 0.0311716 | val_loss: 0.0311721 | Time: 3002.89 ms [2021-01-05 07:30:06 main:574] : INFO : Epoch 1898 | loss: 0.0311722 | val_loss: 0.0311842 | Time: 3007.38 ms [2021-01-05 07:30:09 main:574] : INFO : Epoch 1899 | loss: 0.0311787 | val_loss: 0.0311839 | Time: 2906.43 ms [2021-01-05 07:30:12 main:574] : INFO : Epoch 1900 | loss: 0.0311803 | val_loss: 0.0311771 | Time: 2978.29 ms [2021-01-05 07:30:15 main:574] : INFO : Epoch 1901 | loss: 0.0311762 | val_loss: 0.031176 | Time: 3034.63 ms [2021-01-05 07:30:18 main:574] : INFO : Epoch 1902 | loss: 0.0311769 | val_loss: 0.0311774 | Time: 2874.52 ms [2021-01-05 07:30:21 main:574] : INFO : Epoch 1903 | loss: 0.0311771 | val_loss: 0.0311778 | Time: 2882.98 ms [2021-01-05 07:30:24 main:574] : INFO : Epoch 1904 | loss: 0.0311742 | val_loss: 0.0311758 | Time: 2930.06 ms [2021-01-05 07:30:27 main:574] : INFO : Epoch 1905 | loss: 0.0311726 | val_loss: 0.0311756 | Time: 2918.51 ms [2021-01-05 07:30:30 main:574] : INFO : Epoch 1906 | loss: 0.0311736 | val_loss: 0.0311772 | Time: 2868.22 ms [2021-01-05 07:30:33 main:574] : INFO : Epoch 1907 | loss: 0.0311719 | val_loss: 0.0311755 | Time: 2930.15 ms [2021-01-05 07:30:36 main:574] : INFO : Epoch 1908 | loss: 0.0311708 | val_loss: 0.0311739 | Time: 2985.59 ms [2021-01-05 07:30:39 main:574] : INFO : Epoch 1909 | loss: 0.0311726 | val_loss: 0.0311749 | Time: 2922.17 ms [2021-01-05 07:30:42 main:574] : INFO : Epoch 1910 | loss: 0.031172 | val_loss: 0.0311713 | Time: 2830.21 ms [2021-01-05 07:30:44 main:574] : INFO : Epoch 1911 | loss: 0.0311718 | val_loss: 0.0311763 | Time: 2890.63 ms [2021-01-05 07:30:47 main:574] : INFO : Epoch 1912 | loss: 0.0311726 | val_loss: 0.0311715 | Time: 2975.37 ms [2021-01-05 07:30:50 main:574] : INFO : Epoch 1913 | loss: 0.031173 | val_loss: 0.0311817 | Time: 2871.42 ms [2021-01-05 07:30:53 main:574] : INFO : Epoch 1914 | loss: 0.0311738 | val_loss: 0.0311727 | Time: 2931.21 ms [2021-01-05 07:30:56 main:574] : INFO : Epoch 1915 | loss: 0.0311713 | val_loss: 0.0311711 | Time: 2988.47 ms [2021-01-05 07:30:59 main:574] : INFO : Epoch 1916 | loss: 0.03117 | val_loss: 0.0311745 | Time: 2954.57 ms [2021-01-05 07:31:02 main:574] : INFO : Epoch 1917 | loss: 0.0311699 | val_loss: 0.0311697 | Time: 2895.25 ms [2021-01-05 07:31:05 main:574] : INFO : Epoch 1918 | loss: 0.0311686 | val_loss: 0.0311715 | Time: 2849.25 ms [2021-01-05 07:31:08 main:574] : INFO : Epoch 1919 | loss: 0.0311692 | val_loss: 0.0311701 | Time: 2859.77 ms [2021-01-05 07:31:11 main:574] : INFO : Epoch 1920 | loss: 0.0311678 | val_loss: 0.0311703 | Time: 2946.67 ms [2021-01-05 07:31:14 main:574] : INFO : Epoch 1921 | loss: 0.0311677 | val_loss: 0.031169 | Time: 2888.18 ms [2021-01-05 07:31:17 main:574] : INFO : Epoch 1922 | loss: 0.031167 | val_loss: 0.0311685 | Time: 3044.56 ms [2021-01-05 07:31:20 main:574] : INFO : Epoch 1923 | loss: 0.0311672 | val_loss: 0.0311689 | Time: 2905.72 ms [2021-01-05 07:31:23 main:574] : INFO : Epoch 1924 | loss: 0.0311674 | val_loss: 0.0311682 | Time: 2943.15 ms [2021-01-05 07:31:25 main:574] : INFO : Epoch 1925 | loss: 0.0311678 | val_loss: 0.0311722 | Time: 2865.41 ms [2021-01-05 07:31:28 main:574] : INFO : Epoch 1926 | loss: 0.0311675 | val_loss: 0.0311686 | Time: 2929.38 ms [2021-01-05 07:31:31 main:574] : INFO : Epoch 1927 | loss: 0.0311666 | val_loss: 0.0311702 | Time: 2927.73 ms [2021-01-05 07:31:34 main:574] : INFO : Epoch 1928 | loss: 0.0311665 | val_loss: 0.0311699 | Time: 2893.83 ms [2021-01-05 07:31:37 main:574] : INFO : Epoch 1929 | loss: 0.0311668 | val_loss: 0.0311704 | Time: 2863.97 ms [2021-01-05 07:31:40 main:574] : INFO : Epoch 1930 | loss: 0.0311667 | val_loss: 0.0311724 | Time: 2889.01 ms [2021-01-05 07:31:43 main:574] : INFO : Epoch 1931 | loss: 0.0311674 | val_loss: 0.0311717 | Time: 2851.93 ms [2021-01-05 07:31:46 main:574] : INFO : Epoch 1932 | loss: 0.0311665 | val_loss: 0.0311711 | Time: 2956.22 ms [2021-01-05 07:31:49 main:574] : INFO : Epoch 1933 | loss: 0.0311683 | val_loss: 0.0311729 | Time: 2906.97 ms [2021-01-05 07:31:52 main:574] : INFO : Epoch 1934 | loss: 0.0311694 | val_loss: 0.0311699 | Time: 3085.04 ms [2021-01-05 07:31:55 main:574] : INFO : Epoch 1935 | loss: 0.0311676 | val_loss: 0.031169 | Time: 3034.08 ms [2021-01-05 07:31:58 main:574] : INFO : Epoch 1936 | loss: 0.0311661 | val_loss: 0.0311688 | Time: 2999.94 ms [2021-01-05 07:32:01 main:574] : INFO : Epoch 1937 | loss: 0.0311667 | val_loss: 0.0311687 | Time: 2967.95 ms [2021-01-05 07:32:04 main:574] : INFO : Epoch 1938 | loss: 0.0311686 | val_loss: 0.0311667 | Time: 2873.31 ms [2021-01-05 07:32:07 main:574] : INFO : Epoch 1939 | loss: 0.0311689 | val_loss: 0.0311696 | Time: 3085.97 ms [2021-01-05 07:32:10 main:574] : INFO : Epoch 1940 | loss: 0.0311702 | val_loss: 0.03117 | Time: 3008.53 ms [2021-01-05 07:32:13 main:574] : INFO : Epoch 1941 | loss: 0.0311679 | val_loss: 0.0311669 | Time: 2939.11 ms [2021-01-05 07:32:16 main:574] : INFO : Epoch 1942 | loss: 0.0311646 | val_loss: 0.0311677 | Time: 2884.57 ms [2021-01-05 07:32:18 main:574] : INFO : Epoch 1943 | loss: 0.0311653 | val_loss: 0.0311636 | Time: 2885.49 ms [2021-01-05 07:32:21 main:574] : INFO : Epoch 1944 | loss: 0.0311661 | val_loss: 0.031167 | Time: 2937.15 ms [2021-01-05 07:32:24 main:574] : INFO : Epoch 1945 | loss: 0.0311628 | val_loss: 0.0311647 | Time: 2953.2 ms [2021-01-05 07:32:27 main:574] : INFO : Epoch 1946 | loss: 0.0311619 | val_loss: 0.0311637 | Time: 2950.76 ms [2021-01-05 07:32:30 main:574] : INFO : Epoch 1947 | loss: 0.0311623 | val_loss: 0.0311634 | Time: 2947.1 ms [2021-01-05 07:32:33 main:574] : INFO : Epoch 1948 | loss: 0.0311615 | val_loss: 0.0311627 | Time: 2934.33 ms [2021-01-05 07:32:36 main:574] : INFO : Epoch 1949 | loss: 0.0311597 | val_loss: 0.0311627 | Time: 2870.48 ms [2021-01-05 07:32:39 main:574] : INFO : Epoch 1950 | loss: 0.031161 | val_loss: 0.0311649 | Time: 2919.9 ms [2021-01-05 07:32:42 main:574] : INFO : Epoch 1951 | loss: 0.0311614 | val_loss: 0.0311629 | Time: 2846.99 ms [2021-01-05 07:32:45 main:574] : INFO : Epoch 1952 | loss: 0.0311602 | val_loss: 0.0311696 | Time: 3008.53 ms [2021-01-05 07:32:48 main:574] : INFO : Epoch 1953 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 3099.47 ms [2021-01-05 07:32:51 main:574] : INFO : Epoch 1954 | loss: 0.0311632 | val_loss: 0.0311656 | Time: 2922.17 ms [2021-01-05 07:32:54 main:574] : INFO : Epoch 1955 | loss: 0.0311593 | val_loss: 0.0311656 | Time: 2962.64 ms [2021-01-05 07:32:57 main:574] : INFO : Epoch 1956 | loss: 0.0311593 | val_loss: 0.0311661 | Time: 3010.29 ms [2021-01-05 07:33:00 main:574] : INFO : Epoch 1957 | loss: 0.0311612 | val_loss: 0.0311651 | Time: 3039.35 ms [2021-01-05 07:33:03 main:574] : INFO : Epoch 1958 | loss: 0.0311602 | val_loss: 0.0311664 | Time: 2948.79 ms [2021-01-05 07:33:06 main:574] : INFO : Epoch 1959 | loss: 0.0311595 | val_loss: 0.0311648 | Time: 2959.86 ms [2021-01-05 07:33:09 main:574] : INFO : Epoch 1960 | loss: 0.0311604 | val_loss: 0.0311646 | Time: 2954.3 ms [2021-01-05 07:33:12 main:574] : INFO : Epoch 1961 | loss: 0.0311582 | val_loss: 0.031164 | Time: 3002.73 ms [2021-01-05 07:33:15 main:574] : INFO : Epoch 1962 | loss: 0.0311583 | val_loss: 0.0311672 | Time: 2943.33 ms [2021-01-05 07:33:18 main:574] : INFO : Epoch 1963 | loss: 0.0311657 | val_loss: 0.0311685 | Time: 2923.18 ms [2021-01-05 07:33:21 main:574] : INFO : Epoch 1964 | loss: 0.0311629 | val_loss: 0.0311673 | Time: 2909.99 ms [2021-01-05 07:33:24 main:574] : INFO : Epoch 1965 | loss: 0.0311626 | val_loss: 0.0311653 | Time: 3006.67 ms [2021-01-05 07:33:27 main:574] : INFO : Epoch 1966 | loss: 0.0311602 | val_loss: 0.031162 | Time: 2883.56 ms [2021-01-05 07:33:29 main:574] : INFO : Epoch 1967 | loss: 0.0311588 | val_loss: 0.0311687 | Time: 2944.84 ms [2021-01-05 07:33:32 main:574] : INFO : Epoch 1968 | loss: 0.0311594 | val_loss: 0.031164 | Time: 2913.44 ms [2021-01-05 07:33:35 main:574] : INFO : Epoch 1969 | loss: 0.0311585 | val_loss: 0.0311642 | Time: 2865.25 ms [2021-01-05 07:33:38 main:574] : INFO : Epoch 1970 | loss: 0.0311588 | val_loss: 0.0311615 | Time: 2816.72 ms [2021-01-05 07:33:41 main:574] : INFO : Epoch 1971 | loss: 0.0311591 | val_loss: 0.0311698 | Time: 2921.64 ms [2021-01-05 07:33:44 main:574] : INFO : Epoch 1972 | loss: 0.0311605 | val_loss: 0.0311622 | Time: 2926.82 ms [2021-01-05 07:33:47 main:574] : INFO : Epoch 1973 | loss: 0.0311577 | val_loss: 0.031163 | Time: 3004.92 ms [2021-01-05 07:33:50 main:574] : INFO : Epoch 1974 | loss: 0.031159 | val_loss: 0.0311638 | Time: 2923.03 ms [2021-01-05 07:33:53 main:574] : INFO : Epoch 1975 | loss: 0.0311595 | val_loss: 0.0311638 | Time: 2924.34 ms [2021-01-05 07:33:56 main:574] : INFO : Epoch 1976 | loss: 0.0311579 | val_loss: 0.031166 | Time: 2966.65 ms [2021-01-05 07:33:59 main:574] : INFO : Epoch 1977 | loss: 0.0311587 | val_loss: 0.0311632 | Time: 3042.51 ms [2021-01-05 07:34:02 main:574] : INFO : Epoch 1978 | loss: 0.031157 | val_loss: 0.0311644 | Time: 2938.96 ms [2021-01-05 07:34:05 main:574] : INFO : Epoch 1979 | loss: 0.0311574 | val_loss: 0.0311617 | Time: 2914.95 ms [2021-01-05 07:34:08 main:574] : INFO : Epoch 1980 | loss: 0.0311572 | val_loss: 0.0311613 | Time: 2925.56 ms [2021-01-05 07:34:11 main:574] : INFO : Epoch 1981 | loss: 0.0311582 | val_loss: 0.0311643 | Time: 2939.31 ms [2021-01-05 07:34:14 main:574] : INFO : Epoch 1982 | loss: 0.0311612 | val_loss: 0.0311721 | Time: 2984.41 ms [2021-01-05 07:34:16 main:574] : INFO : Epoch 1983 | loss: 0.0311593 | val_loss: 0.0311642 | Time: 2890.68 ms [2021-01-05 07:34:19 main:574] : INFO : Epoch 1984 | loss: 0.031156 | val_loss: 0.0311623 | Time: 3042.93 ms [2021-01-05 07:34:22 main:574] : INFO : Epoch 1985 | loss: 0.0311559 | val_loss: 0.031163 | Time: 2908.02 ms [2021-01-05 07:34:25 main:574] : INFO : Epoch 1986 | loss: 0.0311564 | val_loss: 0.0311629 | Time: 2942.79 ms [2021-01-05 07:34:28 main:574] : INFO : Epoch 1987 | loss: 0.0311574 | val_loss: 0.0311629 | Time: 2922.63 ms [2021-01-05 07:34:31 main:574] : INFO : Epoch 1988 | loss: 0.0311543 | val_loss: 0.0311605 | Time: 2883.29 ms [2021-01-05 07:34:34 main:574] : INFO : Epoch 1989 | loss: 0.0311551 | val_loss: 0.0311612 | Time: 2940.78 ms [2021-01-05 07:34:37 main:574] : INFO : Epoch 1990 | loss: 0.031161 | val_loss: 0.0311617 | Time: 2897.4 ms [2021-01-05 07:34:40 main:574] : INFO : Epoch 1991 | loss: 0.0311665 | val_loss: 0.0311673 | Time: 2949.24 ms [2021-01-05 07:34:43 main:574] : INFO : Epoch 1992 | loss: 0.0311623 | val_loss: 0.0311695 | Time: 2930.43 ms [2021-01-05 07:34:46 main:574] : INFO : Epoch 1993 | loss: 0.0311617 | val_loss: 0.0311649 | Time: 2979.29 ms [2021-01-05 07:34:49 main:574] : INFO : Epoch 1994 | loss: 0.03116 | val_loss: 0.0311639 | Time: 2869.29 ms [2021-01-05 07:34:52 main:574] : INFO : Epoch 1995 | loss: 0.0311594 | val_loss: 0.0311666 | Time: 2959.81 ms [2021-01-05 07:34:55 main:574] : INFO : Epoch 1996 | loss: 0.0311589 | val_loss: 0.0311653 | Time: 2940.9 ms [2021-01-05 07:34:58 main:574] : INFO : Epoch 1997 | loss: 0.0311579 | val_loss: 0.0311669 | Time: 2904.05 ms [2021-01-05 07:35:00 main:574] : INFO : Epoch 1998 | loss: 0.0311578 | val_loss: 0.0311654 | Time: 2925.93 ms [2021-01-05 07:35:03 main:574] : INFO : Epoch 1999 | loss: 0.0311619 | val_loss: 0.03117 | Time: 2876.31 ms [2021-01-05 07:35:06 main:574] : INFO : Epoch 2000 | loss: 0.0311728 | val_loss: 0.0311666 | Time: 2863.11 ms [2021-01-05 07:35:09 main:574] : INFO : Epoch 2001 | loss: 0.0311692 | val_loss: 0.0311669 | Time: 2841.22 ms [2021-01-05 07:35:12 main:574] : INFO : Epoch 2002 | loss: 0.0311653 | val_loss: 0.0311726 | Time: 2993.35 ms [2021-01-05 07:35:15 main:574] : INFO : Epoch 2003 | loss: 0.0311816 | val_loss: 0.0311874 | Time: 2905.5 ms [2021-01-05 07:35:18 main:574] : INFO : Epoch 2004 | loss: 0.0311804 | val_loss: 0.0311831 | Time: 2931.53 ms [2021-01-05 07:35:21 main:574] : INFO : Epoch 2005 | loss: 0.0311752 | val_loss: 0.0311728 | Time: 2890.67 ms [2021-01-05 07:35:24 main:574] : INFO : Epoch 2006 | loss: 0.031171 | val_loss: 0.0311688 | Time: 2879.73 ms [2021-01-05 07:35:27 main:574] : INFO : Epoch 2007 | loss: 0.0311744 | val_loss: 0.0311745 | Time: 2935.71 ms [2021-01-05 07:35:30 main:574] : INFO : Epoch 2008 | loss: 0.0311722 | val_loss: 0.0311702 | Time: 2938.68 ms [2021-01-05 07:35:32 main:574] : INFO : Epoch 2009 | loss: 0.0311708 | val_loss: 0.0311731 | Time: 2822.96 ms [2021-01-05 07:35:35 main:574] : INFO : Epoch 2010 | loss: 0.0311701 | val_loss: 0.0311695 | Time: 2851.2 ms [2021-01-05 07:35:38 main:574] : INFO : Epoch 2011 | loss: 0.0311715 | val_loss: 0.0311684 | Time: 2904.32 ms [2021-01-05 07:35:41 main:574] : INFO : Epoch 2012 | loss: 0.0311682 | val_loss: 0.0311679 | Time: 2955.31 ms [2021-01-05 07:35:44 main:574] : INFO : Epoch 2013 | loss: 0.0311683 | val_loss: 0.0311688 | Time: 2864.19 ms [2021-01-05 07:35:47 main:574] : INFO : Epoch 2014 | loss: 0.03117 | val_loss: 0.0311705 | Time: 3000.28 ms [2021-01-05 07:35:50 main:574] : INFO : Epoch 2015 | loss: 0.0311738 | val_loss: 0.0311734 | Time: 2884.25 ms [2021-01-05 07:35:53 main:574] : INFO : Epoch 2016 | loss: 0.0311754 | val_loss: 0.0311682 | Time: 2916.88 ms [2021-01-05 07:35:56 main:574] : INFO : Epoch 2017 | loss: 0.0311681 | val_loss: 0.0311657 | Time: 2852.31 ms [2021-01-05 07:35:59 main:574] : INFO : Epoch 2018 | loss: 0.0311671 | val_loss: 0.0311704 | Time: 2957.75 ms [2021-01-05 07:36:01 main:574] : INFO : Epoch 2019 | loss: 0.0311686 | val_loss: 0.0311702 | Time: 2816.91 ms [2021-01-05 07:36:04 main:574] : INFO : Epoch 2020 | loss: 0.0311647 | val_loss: 0.0311635 | Time: 2846.87 ms [2021-01-05 07:36:07 main:574] : INFO : Epoch 2021 | loss: 0.0311637 | val_loss: 0.0311617 | Time: 2991.6 ms [2021-01-05 07:36:10 main:574] : INFO : Epoch 2022 | loss: 0.0311641 | val_loss: 0.0311625 | Time: 2922.64 ms [2021-01-05 07:36:13 main:574] : INFO : Epoch 2023 | loss: 0.0311623 | val_loss: 0.031162 | Time: 2924.99 ms [2021-01-05 07:36:16 main:574] : INFO : Epoch 2024 | loss: 0.0311625 | val_loss: 0.0311617 | Time: 2846.91 ms [2021-01-05 07:36:19 main:574] : INFO : Epoch 2025 | loss: 0.0311591 | val_loss: 0.0311595 | Time: 3026.52 ms [2021-01-05 07:36:22 main:574] : INFO : Epoch 2026 | loss: 0.031159 | val_loss: 0.0311593 | Time: 2881.42 ms [2021-01-05 07:36:25 main:574] : INFO : Epoch 2027 | loss: 0.0311568 | val_loss: 0.0311588 | Time: 3016.57 ms [2021-01-05 07:36:28 main:574] : INFO : Epoch 2028 | loss: 0.0311583 | val_loss: 0.0311604 | Time: 2911.81 ms [2021-01-05 07:36:31 main:574] : INFO : Epoch 2029 | loss: 0.0311651 | val_loss: 0.0311675 | Time: 2893.57 ms [2021-01-05 07:36:34 main:574] : INFO : Epoch 2030 | loss: 0.0311625 | val_loss: 0.0311596 | Time: 2952.49 ms [2021-01-05 07:36:37 main:574] : INFO : Epoch 2031 | loss: 0.0311589 | val_loss: 0.03116 | Time: 2916.03 ms [2021-01-05 07:36:40 main:574] : INFO : Epoch 2032 | loss: 0.0311566 | val_loss: 0.0311619 | Time: 2926.54 ms [2021-01-05 07:36:43 main:574] : INFO : Epoch 2033 | loss: 0.0311581 | val_loss: 0.0311596 | Time: 3087.53 ms [2021-01-05 07:36:46 main:574] : INFO : Epoch 2034 | loss: 0.0311583 | val_loss: 0.031161 | Time: 2954.03 ms [2021-01-05 07:36:49 main:574] : INFO : Epoch 2035 | loss: 0.0311598 | val_loss: 0.0311598 | Time: 2867.85 ms [2021-01-05 07:36:52 main:574] : INFO : Epoch 2036 | loss: 0.0311564 | val_loss: 0.0311578 | Time: 3115.74 ms [2021-01-05 07:36:55 main:574] : INFO : Epoch 2037 | loss: 0.0311651 | val_loss: 0.0311708 | Time: 2912.81 ms [2021-01-05 07:36:57 main:574] : INFO : Epoch 2038 | loss: 0.0311782 | val_loss: 0.0311779 | Time: 2852.04 ms [2021-01-05 07:37:00 main:574] : INFO : Epoch 2039 | loss: 0.0311802 | val_loss: 0.0311822 | Time: 2961.81 ms [2021-01-05 07:37:03 main:574] : INFO : Epoch 2040 | loss: 0.0311774 | val_loss: 0.0311662 | Time: 2956.59 ms [2021-01-05 07:37:06 main:574] : INFO : Epoch 2041 | loss: 0.0311675 | val_loss: 0.0311649 | Time: 3021.92 ms [2021-01-05 07:37:09 main:574] : INFO : Epoch 2042 | loss: 0.0311676 | val_loss: 0.0311637 | Time: 2920.86 ms [2021-01-05 07:37:12 main:574] : INFO : Epoch 2043 | loss: 0.0311638 | val_loss: 0.0311627 | Time: 2895.35 ms [2021-01-05 07:37:15 main:574] : INFO : Epoch 2044 | loss: 0.0311658 | val_loss: 0.0311622 | Time: 2980.99 ms [2021-01-05 07:37:18 main:574] : INFO : Epoch 2045 | loss: 0.031165 | val_loss: 0.0311629 | Time: 2999.31 ms [2021-01-05 07:37:21 main:574] : INFO : Epoch 2046 | loss: 0.0311635 | val_loss: 0.031165 | Time: 2899.33 ms [2021-01-05 07:37:24 main:574] : INFO : Epoch 2047 | loss: 0.0311619 | val_loss: 0.0311692 | Time: 2853.77 ms [2021-01-05 07:37:27 main:574] : INFO : Epoch 2048 | loss: 0.031163 | val_loss: 0.0311649 | Time: 2911.69 ms [2021-01-05 07:37:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311649 [2021-01-05 07:37:27 main:603] : INFO : Saving end state to config to file [2021-01-05 07:37:27 main:608] : INFO : Success, exiting.. 07:37:27 (9348): 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)