Task 7883865
| Name | ParityModified-1631731270-32030-3_0 |
| Workunit | 5510003 |
| Created | 7 Oct 2021, 17:01:03 UTC |
| Sent | 14 Oct 2021, 13:23:10 UTC |
| Report deadline | 21 Oct 2021, 13:23:10 UTC |
| Received | 14 Oct 2021, 17:27:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15268 |
| Run time | 1 hours 51 min 31 sec |
| CPU time | 1 hours 43 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,928.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311171 | val_loss: 0.031143 | Time: 3020.45 ms
[2021-10-14 17:00:42 main:574] : INFO : Epoch 1543 | loss: 0.0311146 | val_loss: 0.0311317 | Time: 3018.79 ms
[2021-10-14 17:00:45 main:574] : INFO : Epoch 1544 | loss: 0.0311162 | val_loss: 0.0311321 | Time: 3003.16 ms
[2021-10-14 17:00:48 main:574] : INFO : Epoch 1545 | loss: 0.0311143 | val_loss: 0.0311327 | Time: 2915.81 ms
[2021-10-14 17:00:51 main:574] : INFO : Epoch 1546 | loss: 0.0311144 | val_loss: 0.0311385 | Time: 2946.43 ms
[2021-10-14 17:00:54 main:574] : INFO : Epoch 1547 | loss: 0.0311135 | val_loss: 0.031133 | Time: 2997.49 ms
[2021-10-14 17:00:57 main:574] : INFO : Epoch 1548 | loss: 0.0311129 | val_loss: 0.0311391 | Time: 2968.7 ms
[2021-10-14 17:01:00 main:574] : INFO : Epoch 1549 | loss: 0.0311152 | val_loss: 0.0311369 | Time: 3008.3 ms
[2021-10-14 17:01:03 main:574] : INFO : Epoch 1550 | loss: 0.0311137 | val_loss: 0.0311409 | Time: 2887.75 ms
[2021-10-14 17:01:06 main:574] : INFO : Epoch 1551 | loss: 0.0311154 | val_loss: 0.0311333 | Time: 2863.69 ms
[2021-10-14 17:01:09 main:574] : INFO : Epoch 1552 | loss: 0.0311122 | val_loss: 0.0311333 | Time: 2919.49 ms
[2021-10-14 17:01:12 main:574] : INFO : Epoch 1553 | loss: 0.0311158 | val_loss: 0.031138 | Time: 2941.46 ms
[2021-10-14 17:01:15 main:574] : INFO : Epoch 1554 | loss: 0.0311157 | val_loss: 0.0311382 | Time: 3167.3 ms
[2021-10-14 17:01:18 main:574] : INFO : Epoch 1555 | loss: 0.031114 | val_loss: 0.0311437 | Time: 2896.15 ms
[2021-10-14 17:01:21 main:574] : INFO : Epoch 1556 | loss: 0.0311171 | val_loss: 0.0311357 | Time: 2876.28 ms
[2021-10-14 17:01:24 main:574] : INFO : Epoch 1557 | loss: 0.031114 | val_loss: 0.0311429 | Time: 2914.46 ms
[2021-10-14 17:01:27 main:574] : INFO : Epoch 1558 | loss: 0.0311123 | val_loss: 0.0311412 | Time: 3004.09 ms
[2021-10-14 17:01:30 main:574] : INFO : Epoch 1559 | loss: 0.0311107 | val_loss: 0.0311385 | Time: 2944.68 ms
[2021-10-14 17:01:33 main:574] : INFO : Epoch 1560 | loss: 0.0311105 | val_loss: 0.0311366 | Time: 3001.03 ms
[2021-10-14 17:01:36 main:574] : INFO : Epoch 1561 | loss: 0.0311097 | val_loss: 0.0311377 | Time: 2829.96 ms
[2021-10-14 17:01:39 main:574] : INFO : Epoch 1562 | loss: 0.0311102 | val_loss: 0.0311388 | Time: 2837.72 ms
[2021-10-14 17:01:42 main:574] : INFO : Epoch 1563 | loss: 0.0311118 | val_loss: 0.0311357 | Time: 2910.77 ms
[2021-10-14 17:01:45 main:574] : INFO : Epoch 1564 | loss: 0.0311118 | val_loss: 0.0311364 | Time: 3031.35 ms
[2021-10-14 17:01:48 main:574] : INFO : Epoch 1565 | loss: 0.0311118 | val_loss: 0.0311386 | Time: 2969.14 ms
[2021-10-14 17:01:51 main:574] : INFO : Epoch 1566 | loss: 0.0311135 | val_loss: 0.0311343 | Time: 3034.47 ms
[2021-10-14 17:01:53 main:574] : INFO : Epoch 1567 | loss: 0.0311128 | val_loss: 0.0311361 | Time: 2863.54 ms
[2021-10-14 17:01:56 main:574] : INFO : Epoch 1568 | loss: 0.0311114 | val_loss: 0.0311408 | Time: 2858.79 ms
[2021-10-14 17:01:59 main:574] : INFO : Epoch 1569 | loss: 0.0311104 | val_loss: 0.0311414 | Time: 2938.83 ms
[2021-10-14 17:02:02 main:574] : INFO : Epoch 1570 | loss: 0.0311131 | val_loss: 0.0311368 | Time: 3011.66 ms
[2021-10-14 17:02:05 main:574] : INFO : Epoch 1571 | loss: 0.0311123 | val_loss: 0.0311453 | Time: 2999.45 ms
[2021-10-14 17:02:08 main:574] : INFO : Epoch 1572 | loss: 0.0311136 | val_loss: 0.031139 | Time: 2972.59 ms
[2021-10-14 17:02:11 main:574] : INFO : Epoch 1573 | loss: 0.0311194 | val_loss: 0.0311364 | Time: 2922.43 ms
[2021-10-14 17:02:14 main:574] : INFO : Epoch 1574 | loss: 0.0311205 | val_loss: 0.0311395 | Time: 2989.09 ms
[2021-10-14 17:02:17 main:574] : INFO : Epoch 1575 | loss: 0.0311203 | val_loss: 0.0311392 | Time: 3051.66 ms
[2021-10-14 17:02:20 main:574] : INFO : Epoch 1576 | loss: 0.0311151 | val_loss: 0.0311345 | Time: 3015.46 ms
[2021-10-14 17:02:23 main:574] : INFO : Epoch 1577 | loss: 0.031114 | val_loss: 0.0311356 | Time: 3011.46 ms
[2021-10-14 17:02:26 main:574] : INFO : Epoch 1578 | loss: 0.0311152 | val_loss: 0.0311353 | Time: 2908.32 ms
[2021-10-14 17:02:29 main:574] : INFO : Epoch 1579 | loss: 0.031117 | val_loss: 0.0311351 | Time: 2982.95 ms
[2021-10-14 17:02:32 main:574] : INFO : Epoch 1580 | loss: 0.0311174 | val_loss: 0.0311409 | Time: 3021.46 ms
[2021-10-14 17:02:35 main:574] : INFO : Epoch 1581 | loss: 0.0311141 | val_loss: 0.0311405 | Time: 2892.78 ms
[2021-10-14 17:02:38 main:574] : INFO : Epoch 1582 | loss: 0.0311169 | val_loss: 0.0311498 | Time: 3014.79 ms
[2021-10-14 17:02:41 main:574] : INFO : Epoch 1583 | loss: 0.0311165 | val_loss: 0.0311395 | Time: 2871.5 ms
[2021-10-14 17:02:44 main:574] : INFO : Epoch 1584 | loss: 0.0311126 | val_loss: 0.0311399 | Time: 2829.3 ms
[2021-10-14 17:02:47 main:574] : INFO : Epoch 1585 | loss: 0.0311141 | val_loss: 0.031142 | Time: 3051.77 ms
[2021-10-14 17:02:50 main:574] : INFO : Epoch 1586 | loss: 0.031113 | val_loss: 0.031141 | Time: 2974.35 ms
[2021-10-14 17:02:53 main:574] : INFO : Epoch 1587 | loss: 0.0311125 | val_loss: 0.0311361 | Time: 2960.2 ms
[2021-10-14 17:02:56 main:574] : INFO : Epoch 1588 | loss: 0.0311119 | val_loss: 0.0311377 | Time: 3015.55 ms
[2021-10-14 17:02:59 main:574] : INFO : Epoch 1589 | loss: 0.0311122 | val_loss: 0.0311392 | Time: 2815.72 ms
[2021-10-14 17:03:02 main:574] : INFO : Epoch 1590 | loss: 0.031112 | val_loss: 0.0311394 | Time: 2834.57 ms
[2021-10-14 17:03:05 main:574] : INFO : Epoch 1591 | loss: 0.0311101 | val_loss: 0.0311356 | Time: 2932.77 ms
[2021-10-14 17:03:08 main:574] : INFO : Epoch 1592 | loss: 0.0311118 | val_loss: 0.0311386 | Time: 2933.57 ms
[2021-10-14 17:03:11 main:574] : INFO : Epoch 1593 | loss: 0.0311097 | val_loss: 0.0311458 | Time: 2978.47 ms
[2021-10-14 17:03:14 main:574] : INFO : Epoch 1594 | loss: 0.0311111 | val_loss: 0.031137 | Time: 2959.33 ms
[2021-10-14 17:03:16 main:574] : INFO : Epoch 1595 | loss: 0.0311153 | val_loss: 0.0311384 | Time: 2882.35 ms
[2021-10-14 17:03:19 main:574] : INFO : Epoch 1596 | loss: 0.0311119 | val_loss: 0.0311408 | Time: 3034.47 ms
[2021-10-14 17:03:22 main:574] : INFO : Epoch 1597 | loss: 0.0311122 | val_loss: 0.031134 | Time: 2990.99 ms
[2021-10-14 17:03:26 main:574] : INFO : Epoch 1598 | loss: 0.031112 | val_loss: 0.0311413 | Time: 3052.91 ms
[2021-10-14 17:03:28 main:574] : INFO : Epoch 1599 | loss: 0.0311117 | val_loss: 0.0311377 | Time: 2929.32 ms
[2021-10-14 17:03:31 main:574] : INFO : Epoch 1600 | loss: 0.0311092 | val_loss: 0.031136 | Time: 2827.72 ms
[2021-10-14 17:03:34 main:574] : INFO : Epoch 1601 | loss: 0.0311109 | val_loss: 0.0311351 | Time: 2859.57 ms
[2021-10-14 17:03:37 main:574] : INFO : Epoch 1602 | loss: 0.0311098 | val_loss: 0.0311353 | Time: 3044.4 ms
[2021-10-14 17:03:40 main:574] : INFO : Epoch 1603 | loss: 0.0311084 | val_loss: 0.0311365 | Time: 3113.18 ms
[2021-10-14 17:03:43 main:574] : INFO : Epoch 1604 | loss: 0.0311118 | val_loss: 0.0311351 | Time: 2945.97 ms
[2021-10-14 17:03:46 main:574] : INFO : Epoch 1605 | loss: 0.031113 | val_loss: 0.0311362 | Time: 2892.6 ms
[2021-10-14 17:03:49 main:574] : INFO : Epoch 1606 | loss: 0.0311134 | val_loss: 0.0311464 | Time: 2880.07 ms
[2021-10-14 17:03:52 main:574] : INFO : Epoch 1607 | loss: 0.0311114 | val_loss: 0.031134 | Time: 3021.06 ms
[2021-10-14 17:03:55 main:574] : INFO : Epoch 1608 | loss: 0.0311099 | val_loss: 0.0311391 | Time: 3027.5 ms
[2021-10-14 17:03:58 main:574] : INFO : Epoch 1609 | loss: 0.0311097 | val_loss: 0.0311373 | Time: 3057.3 ms
[2021-10-14 17:04:01 main:574] : INFO : Epoch 1610 | loss: 0.031108 | val_loss: 0.031137 | Time: 2906.19 ms
[2021-10-14 17:04:04 main:574] : INFO : Epoch 1611 | loss: 0.0311103 | val_loss: 0.031139 | Time: 2819.67 ms
[2021-10-14 17:04:07 main:574] : INFO : Epoch 1612 | loss: 0.0311081 | val_loss: 0.031135 | Time: 3077.99 ms
[2021-10-14 17:04:10 main:574] : INFO : Epoch 1613 | loss: 0.0311119 | val_loss: 0.0311359 | Time: 3023.31 ms
[2021-10-14 17:04:13 main:574] : INFO : Epoch 1614 | loss: 0.0311112 | val_loss: 0.0311349 | Time: 2914.58 ms
[2021-10-14 17:04:16 main:574] : INFO : Epoch 1615 | loss: 0.0311108 | val_loss: 0.0311328 | Time: 2960.92 ms
[2021-10-14 17:04:19 main:574] : INFO : Epoch 1616 | loss: 0.0311093 | val_loss: 0.0311347 | Time: 2847.01 ms
[2021-10-14 17:04:22 main:574] : INFO : Epoch 1617 | loss: 0.0311082 | val_loss: 0.0311372 | Time: 2845.42 ms
[2021-10-14 17:04:25 main:574] : INFO : Epoch 1618 | loss: 0.0311088 | val_loss: 0.0311365 | Time: 3190.47 ms
[2021-10-14 17:04:28 main:574] : INFO : Epoch 1619 | loss: 0.0311095 | val_loss: 0.0311411 | Time: 3000.02 ms
[2021-10-14 17:04:31 main:574] : INFO : Epoch 1620 | loss: 0.0311121 | val_loss: 0.03114 | Time: 2899.46 ms
[2021-10-14 17:04:34 main:574] : INFO : Epoch 1621 | loss: 0.0311116 | val_loss: 0.0311374 | Time: 2832.68 ms
[2021-10-14 17:04:37 main:574] : INFO : Epoch 1622 | loss: 0.0311103 | val_loss: 0.0311425 | Time: 2926.23 ms
[2021-10-14 17:04:40 main:574] : INFO : Epoch 1623 | loss: 0.0311109 | val_loss: 0.0311411 | Time: 2994.68 ms
[2021-10-14 17:04:43 main:574] : INFO : Epoch 1624 | loss: 0.0311105 | val_loss: 0.0311368 | Time: 2960.72 ms
[2021-10-14 17:04:46 main:574] : INFO : Epoch 1625 | loss: 0.0311105 | val_loss: 0.0311335 | Time: 3073.39 ms
[2021-10-14 17:04:49 main:574] : INFO : Epoch 1626 | loss: 0.0311112 | val_loss: 0.0311347 | Time: 2984.26 ms
[2021-10-14 17:04:52 main:574] : INFO : Epoch 1627 | loss: 0.031108 | val_loss: 0.0311433 | Time: 2906.24 ms
[2021-10-14 17:04:55 main:574] : INFO : Epoch 1628 | loss: 0.0311091 | val_loss: 0.0311389 | Time: 2938.21 ms
[2021-10-14 17:04:58 main:574] : INFO : Epoch 1629 | loss: 0.031108 | val_loss: 0.0311362 | Time: 2996.97 ms
[2021-10-14 17:05:01 main:574] : INFO : Epoch 1630 | loss: 0.0311123 | val_loss: 0.0311353 | Time: 3103.07 ms
[2021-10-14 17:05:04 main:574] : INFO : Epoch 1631 | loss: 0.0311173 | val_loss: 0.0311501 | Time: 3027.08 ms
[2021-10-14 17:05:07 main:574] : INFO : Epoch 1632 | loss: 0.0311154 | val_loss: 0.0311484 | Time: 2820.93 ms
[2021-10-14 17:05:10 main:574] : INFO : Epoch 1633 | loss: 0.0311104 | val_loss: 0.0311359 | Time: 2891.88 ms
[2021-10-14 17:05:12 main:574] : INFO : Epoch 1634 | loss: 0.0311128 | val_loss: 0.0311439 | Time: 2869 ms
[2021-10-14 17:05:15 main:574] : INFO : Epoch 1635 | loss: 0.0311119 | val_loss: 0.0311419 | Time: 2925.91 ms
[2021-10-14 17:05:18 main:574] : INFO : Epoch 1636 | loss: 0.0311115 | val_loss: 0.0311416 | Time: 3083.14 ms
[2021-10-14 17:05:21 main:574] : INFO : Epoch 1637 | loss: 0.0311097 | val_loss: 0.0311364 | Time: 2900.07 ms
[2021-10-14 17:05:24 main:574] : INFO : Epoch 1638 | loss: 0.0311089 | val_loss: 0.0311464 | Time: 2941.35 ms
[2021-10-14 17:05:27 main:574] : INFO : Epoch 1639 | loss: 0.0311104 | val_loss: 0.0311477 | Time: 3062.73 ms
[2021-10-14 17:05:30 main:574] : INFO : Epoch 1640 | loss: 0.0311126 | val_loss: 0.0311413 | Time: 2964.29 ms
[2021-10-14 17:05:33 main:574] : INFO : Epoch 1641 | loss: 0.0311122 | val_loss: 0.0311393 | Time: 2964.83 ms
[2021-10-14 17:05:36 main:574] : INFO : Epoch 1642 | loss: 0.0311108 | val_loss: 0.0311374 | Time: 2928.7 ms
[2021-10-14 17:05:39 main:574] : INFO : Epoch 1643 | loss: 0.0311123 | val_loss: 0.031147 | Time: 2858.02 ms
[2021-10-14 17:05:42 main:574] : INFO : Epoch 1644 | loss: 0.0311136 | val_loss: 0.0311337 | Time: 2915.29 ms
[2021-10-14 17:05:45 main:574] : INFO : Epoch 1645 | loss: 0.0311139 | val_loss: 0.0311384 | Time: 2906.62 ms
[2021-10-14 17:05:48 main:574] : INFO : Epoch 1646 | loss: 0.0311126 | val_loss: 0.031144 | Time: 2947.89 ms
[2021-10-14 17:05:51 main:574] : INFO : Epoch 1647 | loss: 0.031113 | val_loss: 0.0311402 | Time: 2997.4 ms
[2021-10-14 17:05:54 main:574] : INFO : Epoch 1648 | loss: 0.0311133 | val_loss: 0.0311455 | Time: 2875.16 ms
[2021-10-14 17:05:57 main:574] : INFO : Epoch 1649 | loss: 0.0311134 | val_loss: 0.031145 | Time: 2824.15 ms
[2021-10-14 17:06:00 main:574] : INFO : Epoch 1650 | loss: 0.0311187 | val_loss: 0.0311639 | Time: 2927.26 ms
[2021-10-14 17:06:03 main:574] : INFO : Epoch 1651 | loss: 0.0311228 | val_loss: 0.0311418 | Time: 2972.64 ms
[2021-10-14 17:06:06 main:574] : INFO : Epoch 1652 | loss: 0.031117 | val_loss: 0.0311407 | Time: 2969.11 ms
[2021-10-14 17:06:09 main:574] : INFO : Epoch 1653 | loss: 0.0311167 | val_loss: 0.031139 | Time: 3027.24 ms
[2021-10-14 17:06:12 main:574] : INFO : Epoch 1654 | loss: 0.0311166 | val_loss: 0.0311404 | Time: 2890.85 ms
[2021-10-14 17:06:15 main:574] : INFO : Epoch 1655 | loss: 0.0311164 | val_loss: 0.0311369 | Time: 2952.78 ms
[2021-10-14 17:06:18 main:574] : INFO : Epoch 1656 | loss: 0.031114 | val_loss: 0.0311382 | Time: 3056.5 ms
[2021-10-14 17:06:21 main:574] : INFO : Epoch 1657 | loss: 0.0311133 | val_loss: 0.0311371 | Time: 3015.59 ms
[2021-10-14 17:06:24 main:574] : INFO : Epoch 1658 | loss: 0.031111 | val_loss: 0.0311437 | Time: 3030.41 ms
[2021-10-14 17:06:27 main:574] : INFO : Epoch 1659 | loss: 0.03111 | val_loss: 0.0311451 | Time: 2897.53 ms
[2021-10-14 17:06:30 main:574] : INFO : Epoch 1660 | loss: 0.0311105 | val_loss: 0.0311441 | Time: 2998.49 ms
[2021-10-14 17:06:33 main:574] : INFO : Epoch 1661 | loss: 0.0311121 | val_loss: 0.0311372 | Time: 3105.77 ms
[2021-10-14 17:06:36 main:574] : INFO : Epoch 1662 | loss: 0.0311115 | val_loss: 0.0311377 | Time: 2931.03 ms
[2021-10-14 17:06:39 main:574] : INFO : Epoch 1663 | loss: 0.0311126 | val_loss: 0.0311398 | Time: 2910.8 ms
[2021-10-14 17:06:41 main:574] : INFO : Epoch 1664 | loss: 0.0311105 | val_loss: 0.0311422 | Time: 2887.18 ms
[2021-10-14 17:06:44 main:574] : INFO : Epoch 1665 | loss: 0.0311101 | val_loss: 0.0311485 | Time: 2930.19 ms
[2021-10-14 17:06:47 main:574] : INFO : Epoch 1666 | loss: 0.0311104 | val_loss: 0.0311442 | Time: 2911.22 ms
[2021-10-14 17:06:50 main:574] : INFO : Epoch 1667 | loss: 0.0311109 | val_loss: 0.0311485 | Time: 2974.42 ms
[2021-10-14 17:06:53 main:574] : INFO : Epoch 1668 | loss: 0.0311117 | val_loss: 0.0311374 | Time: 2962.69 ms
[2021-10-14 17:06:56 main:574] : INFO : Epoch 1669 | loss: 0.0311112 | val_loss: 0.0311408 | Time: 2958.32 ms
[2021-10-14 17:06:59 main:574] : INFO : Epoch 1670 | loss: 0.0311092 | val_loss: 0.0311402 | Time: 2894.12 ms
[2021-10-14 17:07:02 main:574] : INFO : Epoch 1671 | loss: 0.0311115 | val_loss: 0.0311452 | Time: 2866.91 ms
[2021-10-14 17:07:05 main:574] : INFO : Epoch 1672 | loss: 0.0311117 | val_loss: 0.0311431 | Time: 2934.18 ms
[2021-10-14 17:07:08 main:574] : INFO : Epoch 1673 | loss: 0.0311102 | val_loss: 0.0311407 | Time: 2979.92 ms
[2021-10-14 17:07:11 main:574] : INFO : Epoch 1674 | loss: 0.0311096 | val_loss: 0.031142 | Time: 2929.68 ms
[2021-10-14 17:07:14 main:574] : INFO : Epoch 1675 | loss: 0.0311128 | val_loss: 0.0311532 | Time: 3116.6 ms
[2021-10-14 17:07:17 main:574] : INFO : Epoch 1676 | loss: 0.0311122 | val_loss: 0.0311402 | Time: 2864.62 ms
[2021-10-14 17:07:20 main:574] : INFO : Epoch 1677 | loss: 0.0311129 | val_loss: 0.031143 | Time: 2832.22 ms
[2021-10-14 17:07:23 main:574] : INFO : Epoch 1678 | loss: 0.0311091 | val_loss: 0.0311392 | Time: 3050.82 ms
[2021-10-14 17:07:26 main:574] : INFO : Epoch 1679 | loss: 0.0311094 | val_loss: 0.0311454 | Time: 2995.05 ms
[2021-10-14 17:07:29 main:574] : INFO : Epoch 1680 | loss: 0.0311137 | val_loss: 0.0311443 | Time: 3049.6 ms
[2021-10-14 17:07:32 main:574] : INFO : Epoch 1681 | loss: 0.031111 | val_loss: 0.0311443 | Time: 2831.91 ms
[2021-10-14 17:07:35 main:574] : INFO : Epoch 1682 | loss: 0.0311107 | val_loss: 0.0311454 | Time: 2854.57 ms
[2021-10-14 17:07:38 main:574] : INFO : Epoch 1683 | loss: 0.0311135 | val_loss: 0.0311424 | Time: 2921.97 ms
[2021-10-14 17:07:41 main:574] : INFO : Epoch 1684 | loss: 0.0311174 | val_loss: 0.0311514 | Time: 3114.37 ms
[2021-10-14 17:07:44 main:574] : INFO : Epoch 1685 | loss: 0.0311116 | val_loss: 0.031151 | Time: 2979.22 ms
[2021-10-14 17:07:47 main:574] : INFO : Epoch 1686 | loss: 0.0311097 | val_loss: 0.0311471 | Time: 2966.66 ms
[2021-10-14 17:07:50 main:574] : INFO : Epoch 1687 | loss: 0.0311105 | val_loss: 0.0311405 | Time: 2893.26 ms
[2021-10-14 17:07:53 main:574] : INFO : Epoch 1688 | loss: 0.0311098 | val_loss: 0.0311407 | Time: 2914.53 ms
[2021-10-14 17:07:56 main:574] : INFO : Epoch 1689 | loss: 0.0311092 | val_loss: 0.0311387 | Time: 3037.06 ms
[2021-10-14 17:07:59 main:574] : INFO : Epoch 1690 | loss: 0.0311096 | val_loss: 0.0311389 | Time: 2968.15 ms
[2021-10-14 17:08:02 main:574] : INFO : Epoch 1691 | loss: 0.0311113 | val_loss: 0.0311439 | Time: 3034.9 ms
[2021-10-14 17:08:05 main:574] : INFO : Epoch 1692 | loss: 0.0311104 | val_loss: 0.0311523 | Time: 2926.69 ms
[2021-10-14 17:08:07 main:574] : INFO : Epoch 1693 | loss: 0.031111 | val_loss: 0.0311417 | Time: 2848.26 ms
[2021-10-14 17:08:10 main:574] : INFO : Epoch 1694 | loss: 0.03111 | val_loss: 0.0311467 | Time: 2975.52 ms
[2021-10-14 17:08:13 main:574] : INFO : Epoch 1695 | loss: 0.0311143 | val_loss: 0.0311402 | Time: 3065.28 ms
[2021-10-14 17:08:16 main:574] : INFO : Epoch 1696 | loss: 0.0311124 | val_loss: 0.0311384 | Time: 2909.65 ms
[2021-10-14 17:08:19 main:574] : INFO : Epoch 1697 | loss: 0.0311098 | val_loss: 0.0311423 | Time: 2886.9 ms
[2021-10-14 17:08:22 main:574] : INFO : Epoch 1698 | loss: 0.0311063 | val_loss: 0.0311378 | Time: 2916.22 ms
[2021-10-14 17:08:25 main:574] : INFO : Epoch 1699 | loss: 0.0311078 | val_loss: 0.0311447 | Time: 2897.65 ms
[2021-10-14 17:08:28 main:574] : INFO : Epoch 1700 | loss: 0.0311073 | val_loss: 0.0311457 | Time: 3030.85 ms
[2021-10-14 17:08:31 main:574] : INFO : Epoch 1701 | loss: 0.0311081 | val_loss: 0.031145 | Time: 2959.47 ms
[2021-10-14 17:08:35 main:574] : INFO : Epoch 1702 | loss: 0.0311066 | val_loss: 0.0311492 | Time: 3885.09 ms
[2021-10-14 17:08:40 main:574] : INFO : Epoch 1703 | loss: 0.0311083 | val_loss: 0.0311454 | Time: 4770.11 ms
[2021-10-14 17:08:44 main:574] : INFO : Epoch 1704 | loss: 0.031106 | val_loss: 0.0311441 | Time: 4627.85 ms
[2021-10-14 17:08:49 main:574] : INFO : Epoch 1705 | loss: 0.0311054 | val_loss: 0.0311418 | Time: 4409.21 ms
[2021-10-14 17:08:53 main:574] : INFO : Epoch 1706 | loss: 0.0311082 | val_loss: 0.031141 | Time: 4097.07 ms
[2021-10-14 17:09:00 main:574] : INFO : Epoch 1707 | loss: 0.0311095 | val_loss: 0.0311434 | Time: 6862.76 ms
[2021-10-14 17:09:15 main:574] : INFO : Epoch 1708 | loss: 0.0311057 | val_loss: 0.0311431 | Time: 15325.1 ms
[2021-10-14 17:09:18 main:574] : INFO : Epoch 1709 | loss: 0.0311031 | val_loss: 0.0311419 | Time: 3018.61 ms
[2021-10-14 17:09:21 main:574] : INFO : Epoch 1710 | loss: 0.0311039 | val_loss: 0.0311453 | Time: 2952.33 ms
[2021-10-14 17:09:24 main:574] : INFO : Epoch 1711 | loss: 0.0311062 | val_loss: 0.0311421 | Time: 3044.3 ms
[2021-10-14 17:09:27 main:574] : INFO : Epoch 1712 | loss: 0.0311092 | val_loss: 0.0311489 | Time: 2919.13 ms
[2021-10-14 17:09:30 main:574] : INFO : Epoch 1713 | loss: 0.0311045 | val_loss: 0.0311438 | Time: 2857.06 ms
[2021-10-14 17:09:33 main:574] : INFO : Epoch 1714 | loss: 0.0311046 | val_loss: 0.0311371 | Time: 2925.72 ms
[2021-10-14 17:09:36 main:574] : INFO : Epoch 1715 | loss: 0.0311086 | val_loss: 0.0311448 | Time: 2984.98 ms
[2021-10-14 17:09:39 main:574] : INFO : Epoch 1716 | loss: 0.0311077 | val_loss: 0.0311419 | Time: 3140.31 ms
[2021-10-14 17:09:42 main:574] : INFO : Epoch 1717 | loss: 0.0311054 | val_loss: 0.0311414 | Time: 3237.15 ms
[2021-10-14 17:09:45 main:574] : INFO : Epoch 1718 | loss: 0.0311049 | val_loss: 0.0311485 | Time: 2867.71 ms
[2021-10-14 17:09:48 main:574] : INFO : Epoch 1719 | loss: 0.0311083 | val_loss: 0.0311399 | Time: 3043.49 ms
[2021-10-14 17:09:51 main:574] : INFO : Epoch 1720 | loss: 0.0311103 | val_loss: 0.0311398 | Time: 2986.15 ms
[2021-10-14 17:09:54 main:574] : INFO : Epoch 1721 | loss: 0.0311102 | val_loss: 0.0311488 | Time: 2976.25 ms
[2021-10-14 17:09:57 main:574] : INFO : Epoch 1722 | loss: 0.031109 | val_loss: 0.0311473 | Time: 2993.21 ms
[2021-10-14 17:10:00 main:574] : INFO : Epoch 1723 | loss: 0.0311094 | val_loss: 0.0311402 | Time: 2923.39 ms
[2021-10-14 17:10:03 main:574] : INFO : Epoch 1724 | loss: 0.0311092 | val_loss: 0.0311388 | Time: 3037.51 ms
[2021-10-14 17:10:06 main:574] : INFO : Epoch 1725 | loss: 0.031112 | val_loss: 0.0311423 | Time: 2950.35 ms
[2021-10-14 17:10:09 main:574] : INFO : Epoch 1726 | loss: 0.0311101 | val_loss: 0.0311387 | Time: 2933.69 ms
[2021-10-14 17:10:12 main:574] : INFO : Epoch 1727 | loss: 0.0311059 | val_loss: 0.0311419 | Time: 2967.05 ms
[2021-10-14 17:10:15 main:574] : INFO : Epoch 1728 | loss: 0.031111 | val_loss: 0.0311373 | Time: 2854.78 ms
[2021-10-14 17:10:18 main:574] : INFO : Epoch 1729 | loss: 0.0311173 | val_loss: 0.0311453 | Time: 2808.94 ms
[2021-10-14 17:10:21 main:574] : INFO : Epoch 1730 | loss: 0.0311177 | val_loss: 0.0311437 | Time: 2986.3 ms
[2021-10-14 17:10:24 main:574] : INFO : Epoch 1731 | loss: 0.0311136 | val_loss: 0.0311391 | Time: 3005.18 ms
[2021-10-14 17:10:27 main:574] : INFO : Epoch 1732 | loss: 0.0311106 | val_loss: 0.0311476 | Time: 2942.24 ms
[2021-10-14 17:10:30 main:574] : INFO : Epoch 1733 | loss: 0.0311135 | val_loss: 0.0311462 | Time: 2963.02 ms
[2021-10-14 17:10:33 main:574] : INFO : Epoch 1734 | loss: 0.03111 | val_loss: 0.0311434 | Time: 2828.17 ms
[2021-10-14 17:10:36 main:574] : INFO : Epoch 1735 | loss: 0.0311078 | val_loss: 0.0311469 | Time: 2882.53 ms
[2021-10-14 17:10:39 main:574] : INFO : Epoch 1736 | loss: 0.0311066 | val_loss: 0.0311413 | Time: 2969.56 ms
[2021-10-14 17:10:41 main:574] : INFO : Epoch 1737 | loss: 0.0311093 | val_loss: 0.0311449 | Time: 2900.84 ms
[2021-10-14 17:10:44 main:574] : INFO : Epoch 1738 | loss: 0.0311063 | val_loss: 0.0311559 | Time: 2963.05 ms
[2021-10-14 17:10:47 main:574] : INFO : Epoch 1739 | loss: 0.031106 | val_loss: 0.0311404 | Time: 3022.58 ms
[2021-10-14 17:10:50 main:574] : INFO : Epoch 1740 | loss: 0.0311047 | val_loss: 0.031145 | Time: 2865.34 ms
[2021-10-14 17:10:53 main:574] : INFO : Epoch 1741 | loss: 0.0311118 | val_loss: 0.0311475 | Time: 2899.17 ms
[2021-10-14 17:10:56 main:574] : INFO : Epoch 1742 | loss: 0.0311087 | val_loss: 0.0311439 | Time: 2977.52 ms
[2021-10-14 17:10:59 main:574] : INFO : Epoch 1743 | loss: 0.0311044 | val_loss: 0.0311496 | Time: 3007.62 ms
[2021-10-14 17:11:02 main:574] : INFO : Epoch 1744 | loss: 0.0311094 | val_loss: 0.0311408 | Time: 3066.71 ms
[2021-10-14 17:11:05 main:574] : INFO : Epoch 1745 | loss: 0.0311065 | val_loss: 0.0311463 | Time: 3101.21 ms
[2021-10-14 17:11:08 main:574] : INFO : Epoch 1746 | loss: 0.0311083 | val_loss: 0.0311404 | Time: 3014.82 ms
[2021-10-14 17:11:11 main:574] : INFO : Epoch 1747 | loss: 0.0311079 | val_loss: 0.0311429 | Time: 2967.05 ms
[2021-10-14 17:11:14 main:574] : INFO : Epoch 1748 | loss: 0.0311094 | val_loss: 0.031152 | Time: 3076.93 ms
[2021-10-14 17:11:18 main:574] : INFO : Epoch 1749 | loss: 0.031122 | val_loss: 0.0311421 | Time: 3048.85 ms
[2021-10-14 17:11:20 main:574] : INFO : Epoch 1750 | loss: 0.0311143 | val_loss: 0.0311427 | Time: 2904.66 ms
[2021-10-14 17:11:24 main:574] : INFO : Epoch 1751 | loss: 0.0311087 | val_loss: 0.0311441 | Time: 3046.82 ms
[2021-10-14 17:11:27 main:574] : INFO : Epoch 1752 | loss: 0.0311102 | val_loss: 0.0311439 | Time: 3148.39 ms
[2021-10-14 17:11:30 main:574] : INFO : Epoch 1753 | loss: 0.0311072 | val_loss: 0.0311455 | Time: 2990.23 ms
[2021-10-14 17:11:33 main:574] : INFO : Epoch 1754 | loss: 0.0311096 | val_loss: 0.0311419 | Time: 2899.61 ms
[2021-10-14 17:11:35 main:574] : INFO : Epoch 1755 | loss: 0.0311061 | val_loss: 0.0311408 | Time: 2876.54 ms
[2021-10-14 17:11:39 main:574] : INFO : Epoch 1756 | loss: 0.031105 | val_loss: 0.031149 | Time: 3033.25 ms
[2021-10-14 17:11:42 main:574] : INFO : Epoch 1757 | loss: 0.0311084 | val_loss: 0.0311471 | Time: 2957.08 ms
[2021-10-14 17:11:44 main:574] : INFO : Epoch 1758 | loss: 0.0311111 | val_loss: 0.0311422 | Time: 2969.42 ms
[2021-10-14 17:11:47 main:574] : INFO : Epoch 1759 | loss: 0.0311136 | val_loss: 0.0311416 | Time: 2911.9 ms
[2021-10-14 17:11:50 main:574] : INFO : Epoch 1760 | loss: 0.0311134 | val_loss: 0.0311419 | Time: 2836.36 ms
[2021-10-14 17:11:53 main:574] : INFO : Epoch 1761 | loss: 0.0311117 | val_loss: 0.0311436 | Time: 2840.63 ms
[2021-10-14 17:11:56 main:574] : INFO : Epoch 1762 | loss: 0.0311105 | val_loss: 0.0311421 | Time: 2962.78 ms
[2021-10-14 17:11:59 main:574] : INFO : Epoch 1763 | loss: 0.0311077 | val_loss: 0.031146 | Time: 3017.19 ms
[2021-10-14 17:12:02 main:574] : INFO : Epoch 1764 | loss: 0.031112 | val_loss: 0.0311504 | Time: 2930.39 ms
[2021-10-14 17:12:05 main:574] : INFO : Epoch 1765 | loss: 0.0311124 | val_loss: 0.0311423 | Time: 2883.3 ms
[2021-10-14 17:12:08 main:574] : INFO : Epoch 1766 | loss: 0.0311106 | val_loss: 0.0311468 | Time: 2857.13 ms
[2021-10-14 17:12:11 main:574] : INFO : Epoch 1767 | loss: 0.0311091 | val_loss: 0.0311498 | Time: 2895.32 ms
[2021-10-14 17:12:14 main:574] : INFO : Epoch 1768 | loss: 0.0311209 | val_loss: 0.0311453 | Time: 2907.37 ms
[2021-10-14 17:12:17 main:574] : INFO : Epoch 1769 | loss: 0.0311278 | val_loss: 0.0311458 | Time: 3249.65 ms
[2021-10-14 17:12:20 main:574] : INFO : Epoch 1770 | loss: 0.031128 | val_loss: 0.0311489 | Time: 3004.7 ms
[2021-10-14 17:12:23 main:574] : INFO : Epoch 1771 | loss: 0.0311249 | val_loss: 0.0311464 | Time: 2889.07 ms
[2021-10-14 17:12:26 main:574] : INFO : Epoch 1772 | loss: 0.0311222 | val_loss: 0.0311426 | Time: 2982 ms
[2021-10-14 17:12:29 main:574] : INFO : Epoch 1773 | loss: 0.0311208 | val_loss: 0.0311408 | Time: 2975.79 ms
[2021-10-14 17:12:32 main:574] : INFO : Epoch 1774 | loss: 0.03112 | val_loss: 0.031142 | Time: 2951.62 ms
[2021-10-14 17:12:35 main:574] : INFO : Epoch 1775 | loss: 0.0311197 | val_loss: 0.0311383 | Time: 2972.98 ms
[2021-10-14 17:12:38 main:574] : INFO : Epoch 1776 | loss: 0.0311188 | val_loss: 0.0311464 | Time: 2863.96 ms
[2021-10-14 17:12:40 main:574] : INFO : Epoch 1777 | loss: 0.0311179 | val_loss: 0.0311467 | Time: 2844.7 ms
[2021-10-14 17:12:43 main:574] : INFO : Epoch 1778 | loss: 0.0311158 | val_loss: 0.0311416 | Time: 2953.67 ms
[2021-10-14 17:12:46 main:574] : INFO : Epoch 1779 | loss: 0.0311176 | val_loss: 0.0311452 | Time: 2988.66 ms
[2021-10-14 17:12:50 main:574] : INFO : Epoch 1780 | loss: 0.0311176 | val_loss: 0.0311407 | Time: 3107.67 ms
[2021-10-14 17:12:53 main:574] : INFO : Epoch 1781 | loss: 0.0311184 | val_loss: 0.0311503 | Time: 2921.41 ms
[2021-10-14 17:12:56 main:574] : INFO : Epoch 1782 | loss: 0.0311179 | val_loss: 0.0311437 | Time: 2985.15 ms
[2021-10-14 17:12:59 main:574] : INFO : Epoch 1783 | loss: 0.0311161 | val_loss: 0.0311414 | Time: 3168.87 ms
[2021-10-14 17:13:02 main:574] : INFO : Epoch 1784 | loss: 0.0311139 | val_loss: 0.0311477 | Time: 3006.04 ms
[2021-10-14 17:13:05 main:574] : INFO : Epoch 1785 | loss: 0.0311128 | val_loss: 0.031142 | Time: 3207.82 ms
[2021-10-14 17:13:08 main:574] : INFO : Epoch 1786 | loss: 0.0311152 | val_loss: 0.0311428 | Time: 2842.27 ms
[2021-10-14 17:13:11 main:574] : INFO : Epoch 1787 | loss: 0.0311135 | val_loss: 0.0311428 | Time: 2894.84 ms
[2021-10-14 17:13:14 main:574] : INFO : Epoch 1788 | loss: 0.0311121 | val_loss: 0.0311417 | Time: 2977.62 ms
[2021-10-14 17:13:17 main:574] : INFO : Epoch 1789 | loss: 0.0311129 | val_loss: 0.0311525 | Time: 2915.58 ms
[2021-10-14 17:13:20 main:574] : INFO : Epoch 1790 | loss: 0.0311143 | val_loss: 0.031145 | Time: 2977.65 ms
[2021-10-14 17:13:23 main:574] : INFO : Epoch 1791 | loss: 0.0311151 | val_loss: 0.0311408 | Time: 2958.45 ms
[2021-10-14 17:13:25 main:574] : INFO : Epoch 1792 | loss: 0.031111 | val_loss: 0.0311444 | Time: 2896.17 ms
[2021-10-14 17:13:28 main:574] : INFO : Epoch 1793 | loss: 0.0311124 | val_loss: 0.0311411 | Time: 2906.62 ms
[2021-10-14 17:13:31 main:574] : INFO : Epoch 1794 | loss: 0.0311132 | val_loss: 0.0311425 | Time: 3050.58 ms
[2021-10-14 17:13:34 main:574] : INFO : Epoch 1795 | loss: 0.0311127 | val_loss: 0.0311465 | Time: 2961.99 ms
[2021-10-14 17:13:37 main:574] : INFO : Epoch 1796 | loss: 0.0311127 | val_loss: 0.0311426 | Time: 2957.89 ms
[2021-10-14 17:13:40 main:574] : INFO : Epoch 1797 | loss: 0.0311122 | val_loss: 0.0311409 | Time: 2853.39 ms
[2021-10-14 17:13:43 main:574] : INFO : Epoch 1798 | loss: 0.0311139 | val_loss: 0.0311458 | Time: 2843.89 ms
[2021-10-14 17:13:46 main:574] : INFO : Epoch 1799 | loss: 0.0311128 | val_loss: 0.0311522 | Time: 3045.65 ms
[2021-10-14 17:13:49 main:574] : INFO : Epoch 1800 | loss: 0.0311136 | val_loss: 0.0311472 | Time: 3027.35 ms
[2021-10-14 17:13:52 main:574] : INFO : Epoch 1801 | loss: 0.0311125 | val_loss: 0.0311434 | Time: 3033.61 ms
[2021-10-14 17:13:55 main:574] : INFO : Epoch 1802 | loss: 0.031113 | val_loss: 0.0311419 | Time: 2934.76 ms
[2021-10-14 17:13:58 main:574] : INFO : Epoch 1803 | loss: 0.0311142 | val_loss: 0.0311472 | Time: 2931.25 ms
[2021-10-14 17:14:01 main:574] : INFO : Epoch 1804 | loss: 0.0311122 | val_loss: 0.0311415 | Time: 2945.48 ms
[2021-10-14 17:14:04 main:574] : INFO : Epoch 1805 | loss: 0.0311099 | val_loss: 0.0311431 | Time: 3089.18 ms
[2021-10-14 17:14:07 main:574] : INFO : Epoch 1806 | loss: 0.0311092 | val_loss: 0.0311493 | Time: 2955.34 ms
[2021-10-14 17:14:10 main:574] : INFO : Epoch 1807 | loss: 0.031111 | val_loss: 0.0311398 | Time: 2901.78 ms
[2021-10-14 17:14:13 main:574] : INFO : Epoch 1808 | loss: 0.0311179 | val_loss: 0.0311456 | Time: 2866.37 ms
[2021-10-14 17:14:16 main:574] : INFO : Epoch 1809 | loss: 0.0311143 | val_loss: 0.0311389 | Time: 2868.59 ms
[2021-10-14 17:14:19 main:574] : INFO : Epoch 1810 | loss: 0.0311121 | val_loss: 0.0311442 | Time: 2995.93 ms
[2021-10-14 17:14:22 main:574] : INFO : Epoch 1811 | loss: 0.0311104 | val_loss: 0.0311508 | Time: 3027.14 ms
[2021-10-14 17:14:25 main:574] : INFO : Epoch 1812 | loss: 0.03111 | val_loss: 0.0311449 | Time: 3084.16 ms
[2021-10-14 17:14:28 main:574] : INFO : Epoch 1813 | loss: 0.0311097 | val_loss: 0.0311368 | Time: 2881.66 ms
[2021-10-14 17:14:31 main:574] : INFO : Epoch 1814 | loss: 0.0311167 | val_loss: 0.0311545 | Time: 2934.41 ms
[2021-10-14 17:14:34 main:574] : INFO : Epoch 1815 | loss: 0.0311113 | val_loss: 0.0311418 | Time: 3298.66 ms
[2021-10-14 17:14:37 main:574] : INFO : Epoch 1816 | loss: 0.0311098 | val_loss: 0.0311428 | Time: 2974.93 ms
[2021-10-14 17:14:40 main:574] : INFO : Epoch 1817 | loss: 0.0311098 | val_loss: 0.0311393 | Time: 2943.15 ms
[2021-10-14 17:14:43 main:574] : INFO : Epoch 1818 | loss: 0.0311153 | val_loss: 0.0311452 | Time: 2830.99 ms
[2021-10-14 17:14:46 main:574] : INFO : Epoch 1819 | loss: 0.0311131 | val_loss: 0.0311451 | Time: 2901.62 ms
[2021-10-14 17:14:49 main:574] : INFO : Epoch 1820 | loss: 0.0311143 | val_loss: 0.031135 | Time: 2928.66 ms
[2021-10-14 17:14:52 main:574] : INFO : Epoch 1821 | loss: 0.0311101 | val_loss: 0.0311396 | Time: 3026.79 ms
[2021-10-14 17:14:55 main:574] : INFO : Epoch 1822 | loss: 0.0311098 | val_loss: 0.0311414 | Time: 3030.58 ms
[2021-10-14 17:14:58 main:574] : INFO : Epoch 1823 | loss: 0.0311097 | val_loss: 0.0311406 | Time: 2956.37 ms
[2021-10-14 17:15:01 main:574] : INFO : Epoch 1824 | loss: 0.0311096 | val_loss: 0.0311334 | Time: 2972.79 ms
[2021-10-14 17:15:04 main:574] : INFO : Epoch 1825 | loss: 0.0311104 | val_loss: 0.0311364 | Time: 2971.34 ms
[2021-10-14 17:15:07 main:574] : INFO : Epoch 1826 | loss: 0.0311108 | val_loss: 0.0311388 | Time: 2933.22 ms
[2021-10-14 17:15:10 main:574] : INFO : Epoch 1827 | loss: 0.0311103 | val_loss: 0.0311384 | Time: 2982.84 ms
[2021-10-14 17:15:13 main:574] : INFO : Epoch 1828 | loss: 0.0311105 | val_loss: 0.0311335 | Time: 2957.55 ms
[2021-10-14 17:15:16 main:574] : INFO : Epoch 1829 | loss: 0.0311086 | val_loss: 0.0311324 | Time: 2891.95 ms
[2021-10-14 17:15:19 main:574] : INFO : Epoch 1830 | loss: 0.0311093 | val_loss: 0.0311436 | Time: 2886.17 ms
[2021-10-14 17:15:22 main:574] : INFO : Epoch 1831 | loss: 0.0311097 | val_loss: 0.0311427 | Time: 3003.5 ms
[2021-10-14 17:15:24 main:574] : INFO : Epoch 1832 | loss: 0.0311086 | val_loss: 0.0311467 | Time: 2976 ms
[2021-10-14 17:15:28 main:574] : INFO : Epoch 1833 | loss: 0.0311081 | val_loss: 0.0311409 | Time: 3119.6 ms
[2021-10-14 17:15:31 main:574] : INFO : Epoch 1834 | loss: 0.0311078 | val_loss: 0.0311419 | Time: 2885.26 ms
[2021-10-14 17:15:33 main:574] : INFO : Epoch 1835 | loss: 0.0311112 | val_loss: 0.0311492 | Time: 2930.38 ms
[2021-10-14 17:15:36 main:574] : INFO : Epoch 1836 | loss: 0.0311061 | val_loss: 0.0311466 | Time: 2992.62 ms
[2021-10-14 17:15:39 main:574] : INFO : Epoch 1837 | loss: 0.031109 | val_loss: 0.0311356 | Time: 2918.62 ms
[2021-10-14 17:15:42 main:574] : INFO : Epoch 1838 | loss: 0.0311197 | val_loss: 0.0311405 | Time: 2914.76 ms
[2021-10-14 17:15:45 main:574] : INFO : Epoch 1839 | loss: 0.0311166 | val_loss: 0.0311469 | Time: 2955.31 ms
[2021-10-14 17:15:48 main:574] : INFO : Epoch 1840 | loss: 0.0311164 | val_loss: 0.0311484 | Time: 2880.13 ms
[2021-10-14 17:15:51 main:574] : INFO : Epoch 1841 | loss: 0.0311164 | val_loss: 0.0311505 | Time: 2861.69 ms
[2021-10-14 17:15:54 main:574] : INFO : Epoch 1842 | loss: 0.0311164 | val_loss: 0.0311496 | Time: 2985.91 ms
[2021-10-14 17:15:57 main:574] : INFO : Epoch 1843 | loss: 0.0311129 | val_loss: 0.0311415 | Time: 2991.42 ms
[2021-10-14 17:16:00 main:574] : INFO : Epoch 1844 | loss: 0.0311188 | val_loss: 0.0311529 | Time: 3140.08 ms
[2021-10-14 17:16:03 main:574] : INFO : Epoch 1845 | loss: 0.031125 | val_loss: 0.0311428 | Time: 2907.77 ms
[2021-10-14 17:16:06 main:574] : INFO : Epoch 1846 | loss: 0.0311183 | val_loss: 0.0311395 | Time: 2871.19 ms
[2021-10-14 17:16:09 main:574] : INFO : Epoch 1847 | loss: 0.0311242 | val_loss: 0.0311484 | Time: 3079.04 ms
[2021-10-14 17:16:12 main:574] : INFO : Epoch 1848 | loss: 0.0311186 | val_loss: 0.0311454 | Time: 2932.98 ms
[2021-10-14 17:16:15 main:574] : INFO : Epoch 1849 | loss: 0.0311131 | val_loss: 0.0311393 | Time: 3024.21 ms
[2021-10-14 17:16:18 main:574] : INFO : Epoch 1850 | loss: 0.0311104 | val_loss: 0.0311437 | Time: 2925.26 ms
[2021-10-14 17:16:21 main:574] : INFO : Epoch 1851 | loss: 0.0311107 | val_loss: 0.0311444 | Time: 2869.4 ms
[2021-10-14 17:16:24 main:574] : INFO : Epoch 1852 | loss: 0.0311086 | val_loss: 0.031144 | Time: 2965.03 ms
[2021-10-14 17:16:27 main:574] : INFO : Epoch 1853 | loss: 0.0311113 | val_loss: 0.0311422 | Time: 2982.78 ms
[2021-10-14 17:16:30 main:574] : INFO : Epoch 1854 | loss: 0.0311103 | val_loss: 0.0311417 | Time: 2973.15 ms
[2021-10-14 17:16:33 main:574] : INFO : Epoch 1855 | loss: 0.0311081 | val_loss: 0.0311432 | Time: 2982.51 ms
[2021-10-14 17:16:36 main:574] : INFO : Epoch 1856 | loss: 0.0311079 | val_loss: 0.0311419 | Time: 2817.39 ms
[2021-10-14 17:16:39 main:574] : INFO : Epoch 1857 | loss: 0.0311085 | val_loss: 0.0311488 | Time: 2828.91 ms
[2021-10-14 17:16:41 main:574] : INFO : Epoch 1858 | loss: 0.0311078 | val_loss: 0.0311425 | Time: 2921.47 ms
[2021-10-14 17:16:45 main:574] : INFO : Epoch 1859 | loss: 0.0311042 | val_loss: 0.0311403 | Time: 3104.63 ms
[2021-10-14 17:16:48 main:574] : INFO : Epoch 1860 | loss: 0.0311051 | val_loss: 0.0311428 | Time: 3090.07 ms
[2021-10-14 17:16:51 main:574] : INFO : Epoch 1861 | loss: 0.0311036 | val_loss: 0.0311458 | Time: 3004.81 ms
[2021-10-14 17:16:54 main:574] : INFO : Epoch 1862 | loss: 0.031104 | val_loss: 0.0311411 | Time: 2969.36 ms
[2021-10-14 17:16:57 main:574] : INFO : Epoch 1863 | loss: 0.031108 | val_loss: 0.0311416 | Time: 3093.05 ms
[2021-10-14 17:17:00 main:574] : INFO : Epoch 1864 | loss: 0.0311077 | val_loss: 0.0311429 | Time: 3064.7 ms
[2021-10-14 17:17:03 main:574] : INFO : Epoch 1865 | loss: 0.0311128 | val_loss: 0.031147 | Time: 3067.87 ms
[2021-10-14 17:17:06 main:574] : INFO : Epoch 1866 | loss: 0.0311063 | val_loss: 0.03115 | Time: 2921.78 ms
[2021-10-14 17:17:09 main:574] : INFO : Epoch 1867 | loss: 0.0311078 | val_loss: 0.0311357 | Time: 2934.77 ms
[2021-10-14 17:17:12 main:574] : INFO : Epoch 1868 | loss: 0.0311094 | val_loss: 0.0311391 | Time: 3021.13 ms
[2021-10-14 17:17:15 main:574] : INFO : Epoch 1869 | loss: 0.0311105 | val_loss: 0.0311435 | Time: 2938.68 ms
[2021-10-14 17:17:18 main:574] : INFO : Epoch 1870 | loss: 0.0311078 | val_loss: 0.0311422 | Time: 3059.23 ms
[2021-10-14 17:17:21 main:574] : INFO : Epoch 1871 | loss: 0.0311051 | val_loss: 0.0311398 | Time: 2826.54 ms
[2021-10-14 17:17:24 main:574] : INFO : Epoch 1872 | loss: 0.031105 | val_loss: 0.0311434 | Time: 2924.09 ms
[2021-10-14 17:17:27 main:574] : INFO : Epoch 1873 | loss: 0.0311096 | val_loss: 0.0311481 | Time: 2950.32 ms
[2021-10-14 17:17:30 main:574] : INFO : Epoch 1874 | loss: 0.031106 | val_loss: 0.031148 | Time: 2988.78 ms
[2021-10-14 17:17:33 main:574] : INFO : Epoch 1875 | loss: 0.0311054 | val_loss: 0.0311431 | Time: 2982.45 ms
[2021-10-14 17:17:36 main:574] : INFO : Epoch 1876 | loss: 0.0311028 | val_loss: 0.0311486 | Time: 2975.45 ms
[2021-10-14 17:17:39 main:574] : INFO : Epoch 1877 | loss: 0.031103 | val_loss: 0.0311462 | Time: 2832.99 ms
[2021-10-14 17:17:41 main:574] : INFO : Epoch 1878 | loss: 0.0311019 | val_loss: 0.0311532 | Time: 2921.49 ms
[2021-10-14 17:17:44 main:574] : INFO : Epoch 1879 | loss: 0.031102 | val_loss: 0.0311501 | Time: 2993.85 ms
[2021-10-14 17:17:48 main:574] : INFO : Epoch 1880 | loss: 0.0311005 | val_loss: 0.0311453 | Time: 3053.67 ms
[2021-10-14 17:17:51 main:574] : INFO : Epoch 1881 | loss: 0.0310991 | val_loss: 0.0311487 | Time: 3009.71 ms
[2021-10-14 17:17:53 main:574] : INFO : Epoch 1882 | loss: 0.0311019 | val_loss: 0.0311398 | Time: 2882.59 ms
[2021-10-14 17:17:56 main:574] : INFO : Epoch 1883 | loss: 0.0311023 | val_loss: 0.0311491 | Time: 2893.52 ms
[2021-10-14 17:17:59 main:574] : INFO : Epoch 1884 | loss: 0.0311 | val_loss: 0.0311478 | Time: 2991.94 ms
[2021-10-14 17:18:02 main:574] : INFO : Epoch 1885 | loss: 0.0310992 | val_loss: 0.0311452 | Time: 2938.4 ms
[2021-10-14 17:18:05 main:574] : INFO : Epoch 1886 | loss: 0.0311014 | val_loss: 0.0311555 | Time: 2973.24 ms
[2021-10-14 17:18:08 main:574] : INFO : Epoch 1887 | loss: 0.0311008 | val_loss: 0.031142 | Time: 2913.74 ms
[2021-10-14 17:18:11 main:574] : INFO : Epoch 1888 | loss: 0.0311 | val_loss: 0.0311428 | Time: 2888.93 ms
[2021-10-14 17:18:14 main:574] : INFO : Epoch 1889 | loss: 0.0311038 | val_loss: 0.0311514 | Time: 2959.8 ms
[2021-10-14 17:18:17 main:574] : INFO : Epoch 1890 | loss: 0.031104 | val_loss: 0.0311551 | Time: 3038.67 ms
[2021-10-14 17:18:20 main:574] : INFO : Epoch 1891 | loss: 0.0311065 | val_loss: 0.0311473 | Time: 3101.71 ms
[2021-10-14 17:18:23 main:574] : INFO : Epoch 1892 | loss: 0.0311043 | val_loss: 0.0311406 | Time: 2962.04 ms
[2021-10-14 17:18:26 main:574] : INFO : Epoch 1893 | loss: 0.0311026 | val_loss: 0.0311514 | Time: 3003.09 ms
[2021-10-14 17:18:29 main:574] : INFO : Epoch 1894 | loss: 0.0311019 | val_loss: 0.0311453 | Time: 2984.45 ms
[2021-10-14 17:18:32 main:574] : INFO : Epoch 1895 | loss: 0.0311005 | val_loss: 0.0311487 | Time: 3001.55 ms
[2021-10-14 17:18:35 main:574] : INFO : Epoch 1896 | loss: 0.031106 | val_loss: 0.0311489 | Time: 2994.41 ms
[2021-10-14 17:18:38 main:574] : INFO : Epoch 1897 | loss: 0.031104 | val_loss: 0.0311549 | Time: 3002.85 ms
[2021-10-14 17:18:41 main:574] : INFO : Epoch 1898 | loss: 0.0311039 | val_loss: 0.0311434 | Time: 2873.92 ms
[2021-10-14 17:18:44 main:574] : INFO : Epoch 1899 | loss: 0.0311047 | val_loss: 0.0311602 | Time: 3045 ms
[2021-10-14 17:18:47 main:574] : INFO : Epoch 1900 | loss: 0.0311059 | val_loss: 0.0311513 | Time: 2942.46 ms
[2021-10-14 17:18:50 main:574] : INFO : Epoch 1901 | loss: 0.0311043 | val_loss: 0.0311402 | Time: 3118.86 ms
[2021-10-14 17:18:53 main:574] : INFO : Epoch 1902 | loss: 0.0311023 | val_loss: 0.0311509 | Time: 3120.17 ms
[2021-10-14 17:18:56 main:574] : INFO : Epoch 1903 | loss: 0.031101 | val_loss: 0.0311582 | Time: 2953.94 ms
[2021-10-14 17:18:59 main:574] : INFO : Epoch 1904 | loss: 0.031106 | val_loss: 0.0311566 | Time: 2962.48 ms
[2021-10-14 17:19:03 main:574] : INFO : Epoch 1905 | loss: 0.0311135 | val_loss: 0.0311516 | Time: 3124.74 ms
[2021-10-14 17:19:06 main:574] : INFO : Epoch 1906 | loss: 0.031128 | val_loss: 0.031139 | Time: 3164.64 ms
[2021-10-14 17:19:09 main:574] : INFO : Epoch 1907 | loss: 0.0311242 | val_loss: 0.0311456 | Time: 3298.95 ms
[2021-10-14 17:19:12 main:574] : INFO : Epoch 1908 | loss: 0.0311181 | val_loss: 0.0311481 | Time: 3239.45 ms
[2021-10-14 17:19:15 main:574] : INFO : Epoch 1909 | loss: 0.031117 | val_loss: 0.0311504 | Time: 2996.94 ms
[2021-10-14 17:19:18 main:574] : INFO : Epoch 1910 | loss: 0.0311169 | val_loss: 0.0311471 | Time: 2928.42 ms
[2021-10-14 17:19:21 main:574] : INFO : Epoch 1911 | loss: 0.0311156 | val_loss: 0.0311479 | Time: 2873.81 ms
[2021-10-14 17:19:24 main:574] : INFO : Epoch 1912 | loss: 0.0311144 | val_loss: 0.0311404 | Time: 2917.22 ms
[2021-10-14 17:19:27 main:574] : INFO : Epoch 1913 | loss: 0.0311142 | val_loss: 0.0311501 | Time: 3173.41 ms
[2021-10-14 17:19:30 main:574] : INFO : Epoch 1914 | loss: 0.0311141 | val_loss: 0.0311384 | Time: 2982.33 ms
[2021-10-14 17:19:33 main:574] : INFO : Epoch 1915 | loss: 0.0311147 | val_loss: 0.0311504 | Time: 2975.93 ms
[2021-10-14 17:19:36 main:574] : INFO : Epoch 1916 | loss: 0.031112 | val_loss: 0.0311446 | Time: 2862.46 ms
[2021-10-14 17:19:39 main:574] : INFO : Epoch 1917 | loss: 0.0311082 | val_loss: 0.0311481 | Time: 2824.78 ms
[2021-10-14 17:19:42 main:574] : INFO : Epoch 1918 | loss: 0.0311087 | val_loss: 0.0311439 | Time: 2963.02 ms
[2021-10-14 17:19:45 main:574] : INFO : Epoch 1919 | loss: 0.0311087 | val_loss: 0.0311466 | Time: 2912.52 ms
[2021-10-14 17:19:48 main:574] : INFO : Epoch 1920 | loss: 0.0311074 | val_loss: 0.0311474 | Time: 3026.71 ms
[2021-10-14 17:19:51 main:574] : INFO : Epoch 1921 | loss: 0.0311083 | val_loss: 0.031144 | Time: 3055.59 ms
[2021-10-14 17:19:54 main:574] : INFO : Epoch 1922 | loss: 0.0311095 | val_loss: 0.0311433 | Time: 2898.45 ms
[2021-10-14 17:19:57 main:574] : INFO : Epoch 1923 | loss: 0.0311121 | val_loss: 0.0311424 | Time: 2951.44 ms
[2021-10-14 17:20:00 main:574] : INFO : Epoch 1924 | loss: 0.0311094 | val_loss: 0.0311417 | Time: 2995.16 ms
[2021-10-14 17:20:03 main:574] : INFO : Epoch 1925 | loss: 0.0311088 | val_loss: 0.0311404 | Time: 3047.01 ms
[2021-10-14 17:20:06 main:574] : INFO : Epoch 1926 | loss: 0.031108 | val_loss: 0.0311453 | Time: 3020.89 ms
[2021-10-14 17:20:09 main:574] : INFO : Epoch 1927 | loss: 0.0311096 | val_loss: 0.0311551 | Time: 2860.56 ms
[2021-10-14 17:20:12 main:574] : INFO : Epoch 1928 | loss: 0.0311075 | val_loss: 0.0311408 | Time: 2978.74 ms
[2021-10-14 17:20:15 main:574] : INFO : Epoch 1929 | loss: 0.0311109 | val_loss: 0.0311414 | Time: 3047.94 ms
[2021-10-14 17:20:18 main:574] : INFO : Epoch 1930 | loss: 0.0311135 | val_loss: 0.0311403 | Time: 2932.07 ms
[2021-10-14 17:20:21 main:574] : INFO : Epoch 1931 | loss: 0.0311114 | val_loss: 0.0311399 | Time: 3036.85 ms
[2021-10-14 17:20:24 main:574] : INFO : Epoch 1932 | loss: 0.0311121 | val_loss: 0.0311392 | Time: 2924.16 ms
[2021-10-14 17:20:27 main:574] : INFO : Epoch 1933 | loss: 0.0311091 | val_loss: 0.0311384 | Time: 2897.42 ms
[2021-10-14 17:20:30 main:574] : INFO : Epoch 1934 | loss: 0.031109 | val_loss: 0.0311459 | Time: 2958.91 ms
[2021-10-14 17:20:33 main:574] : INFO : Epoch 1935 | loss: 0.0311094 | val_loss: 0.0311412 | Time: 2988.96 ms
[2021-10-14 17:20:36 main:574] : INFO : Epoch 1936 | loss: 0.0311082 | val_loss: 0.0311435 | Time: 2989.53 ms
[2021-10-14 17:20:39 main:574] : INFO : Epoch 1937 | loss: 0.0311075 | val_loss: 0.0311422 | Time: 2954.85 ms
[2021-10-14 17:20:41 main:574] : INFO : Epoch 1938 | loss: 0.0311086 | val_loss: 0.0311436 | Time: 2828.11 ms
[2021-10-14 17:20:44 main:574] : INFO : Epoch 1939 | loss: 0.0311112 | val_loss: 0.031157 | Time: 2941.75 ms
[2021-10-14 17:20:47 main:574] : INFO : Epoch 1940 | loss: 0.0311077 | val_loss: 0.0311441 | Time: 2999.07 ms
[2021-10-14 17:20:51 main:574] : INFO : Epoch 1941 | loss: 0.0311056 | val_loss: 0.0311517 | Time: 3108.29 ms
[2021-10-14 17:20:54 main:574] : INFO : Epoch 1942 | loss: 0.0311045 | val_loss: 0.0311455 | Time: 3094.79 ms
[2021-10-14 17:20:57 main:574] : INFO : Epoch 1943 | loss: 0.0311029 | val_loss: 0.0311565 | Time: 2981.31 ms
[2021-10-14 17:21:00 main:574] : INFO : Epoch 1944 | loss: 0.0311039 | val_loss: 0.031142 | Time: 2960.52 ms
[2021-10-14 17:21:03 main:574] : INFO : Epoch 1945 | loss: 0.031104 | val_loss: 0.0311501 | Time: 3137.56 ms
[2021-10-14 17:21:06 main:574] : INFO : Epoch 1946 | loss: 0.0311061 | val_loss: 0.0311591 | Time: 2964.88 ms
[2021-10-14 17:21:09 main:574] : INFO : Epoch 1947 | loss: 0.0311107 | val_loss: 0.0311515 | Time: 2912.32 ms
[2021-10-14 17:21:12 main:574] : INFO : Epoch 1948 | loss: 0.0311044 | val_loss: 0.0311489 | Time: 2892.32 ms
[2021-10-14 17:21:14 main:574] : INFO : Epoch 1949 | loss: 0.0311006 | val_loss: 0.0311471 | Time: 2875.98 ms
[2021-10-14 17:21:18 main:574] : INFO : Epoch 1950 | loss: 0.0311015 | val_loss: 0.0311452 | Time: 4009.15 ms
[2021-10-14 17:21:21 main:574] : INFO : Epoch 1951 | loss: 0.0311038 | val_loss: 0.0311545 | Time: 2922.58 ms
[2021-10-14 17:21:24 main:574] : INFO : Epoch 1952 | loss: 0.0311042 | val_loss: 0.0311365 | Time: 2897.57 ms
[2021-10-14 17:21:27 main:574] : INFO : Epoch 1953 | loss: 0.0311101 | val_loss: 0.0311423 | Time: 3027.29 ms
[2021-10-14 17:21:30 main:574] : INFO : Epoch 1954 | loss: 0.0311113 | val_loss: 0.03114 | Time: 3039.16 ms
[2021-10-14 17:21:34 main:574] : INFO : Epoch 1955 | loss: 0.0311113 | val_loss: 0.0311479 | Time: 3106.49 ms
[2021-10-14 17:21:36 main:574] : INFO : Epoch 1956 | loss: 0.0311149 | val_loss: 0.0311461 | Time: 2925.92 ms
[2021-10-14 17:21:39 main:574] : INFO : Epoch 1957 | loss: 0.0311103 | val_loss: 0.0311408 | Time: 2954.32 ms
[2021-10-14 17:21:43 main:574] : INFO : Epoch 1958 | loss: 0.0311103 | val_loss: 0.0311455 | Time: 3092.98 ms
[2021-10-14 17:21:46 main:574] : INFO : Epoch 1959 | loss: 0.0311069 | val_loss: 0.0311439 | Time: 3008.04 ms
[2021-10-14 17:21:49 main:574] : INFO : Epoch 1960 | loss: 0.0311072 | val_loss: 0.0311455 | Time: 3045.75 ms
[2021-10-14 17:21:51 main:574] : INFO : Epoch 1961 | loss: 0.031109 | val_loss: 0.031145 | Time: 2861.71 ms
[2021-10-14 17:21:54 main:574] : INFO : Epoch 1962 | loss: 0.0311156 | val_loss: 0.0311478 | Time: 2872.77 ms
[2021-10-14 17:21:57 main:574] : INFO : Epoch 1963 | loss: 0.0311145 | val_loss: 0.0311487 | Time: 2987.05 ms
[2021-10-14 17:22:00 main:574] : INFO : Epoch 1964 | loss: 0.0311096 | val_loss: 0.03115 | Time: 2985.66 ms
[2021-10-14 17:22:03 main:574] : INFO : Epoch 1965 | loss: 0.0311078 | val_loss: 0.0311407 | Time: 2925.68 ms
[2021-10-14 17:22:06 main:574] : INFO : Epoch 1966 | loss: 0.0311088 | val_loss: 0.0311496 | Time: 3017.16 ms
[2021-10-14 17:22:09 main:574] : INFO : Epoch 1967 | loss: 0.0311099 | val_loss: 0.0311461 | Time: 2909.44 ms
[2021-10-14 17:22:12 main:574] : INFO : Epoch 1968 | loss: 0.0311078 | val_loss: 0.0311378 | Time: 2977.05 ms
[2021-10-14 17:22:15 main:574] : INFO : Epoch 1969 | loss: 0.0311046 | val_loss: 0.0311433 | Time: 2993.75 ms
[2021-10-14 17:22:18 main:574] : INFO : Epoch 1970 | loss: 0.0311046 | val_loss: 0.0311556 | Time: 2940.55 ms
[2021-10-14 17:22:21 main:574] : INFO : Epoch 1971 | loss: 0.0311095 | val_loss: 0.0311388 | Time: 2912.38 ms
[2021-10-14 17:22:24 main:574] : INFO : Epoch 1972 | loss: 0.0311132 | val_loss: 0.0311454 | Time: 2919.25 ms
[2021-10-14 17:22:27 main:574] : INFO : Epoch 1973 | loss: 0.0311132 | val_loss: 0.0311465 | Time: 2936.14 ms
[2021-10-14 17:22:30 main:574] : INFO : Epoch 1974 | loss: 0.0311104 | val_loss: 0.0311401 | Time: 3041.75 ms
[2021-10-14 17:22:33 main:574] : INFO : Epoch 1975 | loss: 0.0311081 | val_loss: 0.0311439 | Time: 3069.55 ms
[2021-10-14 17:22:36 main:574] : INFO : Epoch 1976 | loss: 0.0311082 | val_loss: 0.0311527 | Time: 2999.43 ms
[2021-10-14 17:22:39 main:574] : INFO : Epoch 1977 | loss: 0.031108 | val_loss: 0.0311423 | Time: 2932.19 ms
[2021-10-14 17:22:42 main:574] : INFO : Epoch 1978 | loss: 0.0311106 | val_loss: 0.0311494 | Time: 2848.76 ms
[2021-10-14 17:22:45 main:574] : INFO : Epoch 1979 | loss: 0.0311082 | val_loss: 0.0311459 | Time: 2897.33 ms
[2021-10-14 17:22:48 main:574] : INFO : Epoch 1980 | loss: 0.0311091 | val_loss: 0.031147 | Time: 2996.02 ms
[2021-10-14 17:22:51 main:574] : INFO : Epoch 1981 | loss: 0.0311092 | val_loss: 0.0311465 | Time: 3047.02 ms
[2021-10-14 17:22:54 main:574] : INFO : Epoch 1982 | loss: 0.0311098 | val_loss: 0.0311489 | Time: 2929.35 ms
[2021-10-14 17:22:57 main:574] : INFO : Epoch 1983 | loss: 0.0311078 | val_loss: 0.0311504 | Time: 2882.9 ms
[2021-10-14 17:23:00 main:574] : INFO : Epoch 1984 | loss: 0.031105 | val_loss: 0.0311447 | Time: 2876.52 ms
[2021-10-14 17:23:03 main:574] : INFO : Epoch 1985 | loss: 0.0311049 | val_loss: 0.0311532 | Time: 3021.34 ms
[2021-10-14 17:23:06 main:574] : INFO : Epoch 1986 | loss: 0.031103 | val_loss: 0.0311514 | Time: 3027.71 ms
[2021-10-14 17:23:09 main:574] : INFO : Epoch 1987 | loss: 0.0311027 | val_loss: 0.0311444 | Time: 3089.37 ms
[2021-10-14 17:23:12 main:574] : INFO : Epoch 1988 | loss: 0.031101 | val_loss: 0.0311554 | Time: 2914.79 ms
[2021-10-14 17:23:15 main:574] : INFO : Epoch 1989 | loss: 0.0311028 | val_loss: 0.0311453 | Time: 2886.67 ms
[2021-10-14 17:23:18 main:574] : INFO : Epoch 1990 | loss: 0.031104 | val_loss: 0.0311437 | Time: 3022.05 ms
[2021-10-14 17:23:21 main:574] : INFO : Epoch 1991 | loss: 0.0311031 | val_loss: 0.0311513 | Time: 3001.28 ms
[2021-10-14 17:23:24 main:574] : INFO : Epoch 1992 | loss: 0.0311047 | val_loss: 0.0311443 | Time: 2938.85 ms
[2021-10-14 17:23:26 main:574] : INFO : Epoch 1993 | loss: 0.0311054 | val_loss: 0.0311462 | Time: 2854.98 ms
[2021-10-14 17:23:29 main:574] : INFO : Epoch 1994 | loss: 0.0311046 | val_loss: 0.0311427 | Time: 2872.89 ms
[2021-10-14 17:23:32 main:574] : INFO : Epoch 1995 | loss: 0.0311016 | val_loss: 0.0311492 | Time: 3011.87 ms
[2021-10-14 17:23:35 main:574] : INFO : Epoch 1996 | loss: 0.0311007 | val_loss: 0.0311453 | Time: 2959.25 ms
[2021-10-14 17:23:38 main:574] : INFO : Epoch 1997 | loss: 0.0311054 | val_loss: 0.031157 | Time: 2957.83 ms
[2021-10-14 17:23:41 main:574] : INFO : Epoch 1998 | loss: 0.0311139 | val_loss: 0.0311549 | Time: 2963.53 ms
[2021-10-14 17:23:44 main:574] : INFO : Epoch 1999 | loss: 0.0311074 | val_loss: 0.0311506 | Time: 2892.31 ms
[2021-10-14 17:23:47 main:574] : INFO : Epoch 2000 | loss: 0.0311063 | val_loss: 0.0311599 | Time: 2893.62 ms
[2021-10-14 17:23:50 main:574] : INFO : Epoch 2001 | loss: 0.031106 | val_loss: 0.0311518 | Time: 2931.37 ms
[2021-10-14 17:23:53 main:574] : INFO : Epoch 2002 | loss: 0.0311035 | val_loss: 0.0311495 | Time: 2974.43 ms
[2021-10-14 17:23:56 main:574] : INFO : Epoch 2003 | loss: 0.0311053 | val_loss: 0.031158 | Time: 3090.7 ms
[2021-10-14 17:23:59 main:574] : INFO : Epoch 2004 | loss: 0.0311096 | val_loss: 0.0311478 | Time: 2970.82 ms
[2021-10-14 17:24:02 main:574] : INFO : Epoch 2005 | loss: 0.0311044 | val_loss: 0.031144 | Time: 2910.56 ms
[2021-10-14 17:24:05 main:574] : INFO : Epoch 2006 | loss: 0.0311034 | val_loss: 0.0311517 | Time: 2992.31 ms
[2021-10-14 17:24:08 main:574] : INFO : Epoch 2007 | loss: 0.0311043 | val_loss: 0.0311481 | Time: 3019.33 ms
[2021-10-14 17:24:11 main:574] : INFO : Epoch 2008 | loss: 0.0311056 | val_loss: 0.0311489 | Time: 3266.19 ms
[2021-10-14 17:24:14 main:574] : INFO : Epoch 2009 | loss: 0.0311071 | val_loss: 0.0311451 | Time: 2935.54 ms
[2021-10-14 17:24:17 main:574] : INFO : Epoch 2010 | loss: 0.031106 | val_loss: 0.0311429 | Time: 2908.47 ms
[2021-10-14 17:24:20 main:574] : INFO : Epoch 2011 | loss: 0.0311056 | val_loss: 0.031155 | Time: 3045.2 ms
[2021-10-14 17:24:23 main:574] : INFO : Epoch 2012 | loss: 0.0311068 | val_loss: 0.0311464 | Time: 2932.14 ms
[2021-10-14 17:24:26 main:574] : INFO : Epoch 2013 | loss: 0.0311031 | val_loss: 0.0311503 | Time: 3045.39 ms
[2021-10-14 17:24:29 main:574] : INFO : Epoch 2014 | loss: 0.0311051 | val_loss: 0.0311421 | Time: 2916.04 ms
[2021-10-14 17:24:32 main:574] : INFO : Epoch 2015 | loss: 0.0311048 | val_loss: 0.0311445 | Time: 2847.54 ms
[2021-10-14 17:24:35 main:574] : INFO : Epoch 2016 | loss: 0.0311059 | val_loss: 0.0311509 | Time: 3067.47 ms
[2021-10-14 17:24:38 main:574] : INFO : Epoch 2017 | loss: 0.0311065 | val_loss: 0.031149 | Time: 3031.55 ms
[2021-10-14 17:24:41 main:574] : INFO : Epoch 2018 | loss: 0.0311105 | val_loss: 0.0311498 | Time: 2957.66 ms
[2021-10-14 17:24:44 main:574] : INFO : Epoch 2019 | loss: 0.0311119 | val_loss: 0.0311558 | Time: 2971.13 ms
[2021-10-14 17:24:47 main:574] : INFO : Epoch 2020 | loss: 0.0311099 | val_loss: 0.0311485 | Time: 2869.61 ms
[2021-10-14 17:24:50 main:574] : INFO : Epoch 2021 | loss: 0.0311057 | val_loss: 0.0311421 | Time: 2971.03 ms
[2021-10-14 17:24:53 main:574] : INFO : Epoch 2022 | loss: 0.0311049 | val_loss: 0.0311433 | Time: 2931.4 ms
[2021-10-14 17:24:56 main:574] : INFO : Epoch 2023 | loss: 0.0311041 | val_loss: 0.0311471 | Time: 2969.32 ms
[2021-10-14 17:24:59 main:574] : INFO : Epoch 2024 | loss: 0.0311024 | val_loss: 0.0311546 | Time: 2992.2 ms
[2021-10-14 17:25:02 main:574] : INFO : Epoch 2025 | loss: 0.0311046 | val_loss: 0.0311531 | Time: 2901.07 ms
[2021-10-14 17:25:05 main:574] : INFO : Epoch 2026 | loss: 0.0311029 | val_loss: 0.031144 | Time: 2883.11 ms
[2021-10-14 17:25:08 main:574] : INFO : Epoch 2027 | loss: 0.0311012 | val_loss: 0.0311492 | Time: 3045.19 ms
[2021-10-14 17:25:11 main:574] : INFO : Epoch 2028 | loss: 0.0311017 | val_loss: 0.0311468 | Time: 2983.82 ms
[2021-10-14 17:25:14 main:574] : INFO : Epoch 2029 | loss: 0.0311025 | val_loss: 0.0311446 | Time: 2922.2 ms
[2021-10-14 17:25:17 main:574] : INFO : Epoch 2030 | loss: 0.0311054 | val_loss: 0.0311487 | Time: 2971.07 ms
[2021-10-14 17:25:20 main:574] : INFO : Epoch 2031 | loss: 0.031103 | val_loss: 0.0311438 | Time: 2822.47 ms
[2021-10-14 17:25:22 main:574] : INFO : Epoch 2032 | loss: 0.0311013 | val_loss: 0.0311508 | Time: 2822.76 ms
[2021-10-14 17:25:25 main:574] : INFO : Epoch 2033 | loss: 0.0311035 | val_loss: 0.0311479 | Time: 2956.39 ms
[2021-10-14 17:25:28 main:574] : INFO : Epoch 2034 | loss: 0.0311053 | val_loss: 0.0311478 | Time: 3006.5 ms
[2021-10-14 17:25:31 main:574] : INFO : Epoch 2035 | loss: 0.0311117 | val_loss: 0.0311496 | Time: 3070.42 ms
[2021-10-14 17:25:34 main:574] : INFO : Epoch 2036 | loss: 0.0311088 | val_loss: 0.0311447 | Time: 3014.45 ms
[2021-10-14 17:25:37 main:574] : INFO : Epoch 2037 | loss: 0.0311048 | val_loss: 0.0311543 | Time: 2881.99 ms
[2021-10-14 17:25:40 main:574] : INFO : Epoch 2038 | loss: 0.0311083 | val_loss: 0.0311524 | Time: 3007.64 ms
[2021-10-14 17:25:43 main:574] : INFO : Epoch 2039 | loss: 0.0311108 | val_loss: 0.0311477 | Time: 3055.23 ms
[2021-10-14 17:25:46 main:574] : INFO : Epoch 2040 | loss: 0.0311075 | val_loss: 0.0311479 | Time: 2991.45 ms
[2021-10-14 17:25:49 main:574] : INFO : Epoch 2041 | loss: 0.0311042 | val_loss: 0.0311465 | Time: 2942.63 ms
[2021-10-14 17:25:52 main:574] : INFO : Epoch 2042 | loss: 0.0311049 | val_loss: 0.0311451 | Time: 2873.73 ms
[2021-10-14 17:25:55 main:574] : INFO : Epoch 2043 | loss: 0.0311027 | val_loss: 0.0311525 | Time: 3022.06 ms
[2021-10-14 17:25:58 main:574] : INFO : Epoch 2044 | loss: 0.0311032 | val_loss: 0.031148 | Time: 2971.38 ms
[2021-10-14 17:26:01 main:574] : INFO : Epoch 2045 | loss: 0.0311044 | val_loss: 0.0311388 | Time: 2967.4 ms
[2021-10-14 17:26:04 main:574] : INFO : Epoch 2046 | loss: 0.0311033 | val_loss: 0.0311456 | Time: 2907.35 ms
[2021-10-14 17:26:07 main:574] : INFO : Epoch 2047 | loss: 0.031104 | val_loss: 0.0311392 | Time: 2921.78 ms
[2021-10-14 17:26:10 main:574] : INFO : Epoch 2048 | loss: 0.0311025 | val_loss: 0.0311434 | Time: 3033.09 ms
[2021-10-14 17:26:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311434
[2021-10-14 17:26:10 main:603] : INFO : Saving end state to config to file
[2021-10-14 17:26:10 main:608] : INFO : Success, exiting..
17:26:10 (12412): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)