Task 12850151
| Name | ParityModified-1645997889-2729-0_1 |
| Workunit | 9382473 |
| Created | 10 Mar 2022, 0:34:01 UTC |
| Sent | 10 Mar 2022, 1:21:10 UTC |
| Report deadline | 18 Mar 2022, 1:21:10 UTC |
| Received | 10 Mar 2022, 3:30:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10690 |
| Run time | 1 hours 40 min 30 sec |
| CPU time | 1 hours 39 min 26 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,114.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312441 | val_loss: 0.0312421 | Time: 2909.27 ms
[2022-03-10 04:39:40 main:574] : INFO : Epoch 1543 | loss: 0.0312435 | val_loss: 0.0312431 | Time: 2922.95 ms
[2022-03-10 04:39:43 main:574] : INFO : Epoch 1544 | loss: 0.0312444 | val_loss: 0.0312431 | Time: 3050.92 ms
[2022-03-10 04:39:46 main:574] : INFO : Epoch 1545 | loss: 0.0312433 | val_loss: 0.0312427 | Time: 3015.41 ms
[2022-03-10 04:39:49 main:574] : INFO : Epoch 1546 | loss: 0.031243 | val_loss: 0.031246 | Time: 3038.86 ms
[2022-03-10 04:39:53 main:574] : INFO : Epoch 1547 | loss: 0.0312442 | val_loss: 0.0312427 | Time: 3132.16 ms
[2022-03-10 04:39:56 main:574] : INFO : Epoch 1548 | loss: 0.0312434 | val_loss: 0.0312439 | Time: 3012.91 ms
[2022-03-10 04:39:59 main:574] : INFO : Epoch 1549 | loss: 0.0312437 | val_loss: 0.0312443 | Time: 2926.07 ms
[2022-03-10 04:40:02 main:574] : INFO : Epoch 1550 | loss: 0.0312428 | val_loss: 0.0312421 | Time: 2980.88 ms
[2022-03-10 04:40:04 main:574] : INFO : Epoch 1551 | loss: 0.0312425 | val_loss: 0.0312418 | Time: 2895.22 ms
[2022-03-10 04:40:08 main:574] : INFO : Epoch 1552 | loss: 0.0312426 | val_loss: 0.0312423 | Time: 3078.94 ms
[2022-03-10 04:40:10 main:574] : INFO : Epoch 1553 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 2921.11 ms
[2022-03-10 04:40:13 main:574] : INFO : Epoch 1554 | loss: 0.031244 | val_loss: 0.0312434 | Time: 2882.05 ms
[2022-03-10 04:40:16 main:574] : INFO : Epoch 1555 | loss: 0.0312425 | val_loss: 0.0312425 | Time: 2910.01 ms
[2022-03-10 04:40:19 main:574] : INFO : Epoch 1556 | loss: 0.0312433 | val_loss: 0.031244 | Time: 3002.98 ms
[2022-03-10 04:40:22 main:574] : INFO : Epoch 1557 | loss: 0.0312436 | val_loss: 0.0312424 | Time: 3033.05 ms
[2022-03-10 04:40:25 main:574] : INFO : Epoch 1558 | loss: 0.0312428 | val_loss: 0.0312425 | Time: 2967.88 ms
[2022-03-10 04:40:28 main:574] : INFO : Epoch 1559 | loss: 0.0312429 | val_loss: 0.0312422 | Time: 2983.56 ms
[2022-03-10 04:40:31 main:574] : INFO : Epoch 1560 | loss: 0.0312423 | val_loss: 0.0312436 | Time: 3075.88 ms
[2022-03-10 04:40:34 main:574] : INFO : Epoch 1561 | loss: 0.0312444 | val_loss: 0.0312482 | Time: 2972.91 ms
[2022-03-10 04:40:37 main:574] : INFO : Epoch 1562 | loss: 0.0312436 | val_loss: 0.0312439 | Time: 2935.82 ms
[2022-03-10 04:40:40 main:574] : INFO : Epoch 1563 | loss: 0.0312431 | val_loss: 0.0312426 | Time: 2887.13 ms
[2022-03-10 04:40:43 main:574] : INFO : Epoch 1564 | loss: 0.0312437 | val_loss: 0.031245 | Time: 2978.89 ms
[2022-03-10 04:40:46 main:574] : INFO : Epoch 1565 | loss: 0.0312448 | val_loss: 0.0312434 | Time: 2895.39 ms
[2022-03-10 04:40:49 main:574] : INFO : Epoch 1566 | loss: 0.0312428 | val_loss: 0.0312439 | Time: 2900.79 ms
[2022-03-10 04:40:52 main:574] : INFO : Epoch 1567 | loss: 0.0312443 | val_loss: 0.0312427 | Time: 2918.26 ms
[2022-03-10 04:40:55 main:574] : INFO : Epoch 1568 | loss: 0.0312436 | val_loss: 0.0312442 | Time: 3078.5 ms
[2022-03-10 04:40:58 main:574] : INFO : Epoch 1569 | loss: 0.0312442 | val_loss: 0.0312424 | Time: 3093.11 ms
[2022-03-10 04:41:01 main:574] : INFO : Epoch 1570 | loss: 0.0312445 | val_loss: 0.0312429 | Time: 2820.81 ms
[2022-03-10 04:41:04 main:574] : INFO : Epoch 1571 | loss: 0.0312427 | val_loss: 0.0312426 | Time: 2889.97 ms
[2022-03-10 04:41:07 main:574] : INFO : Epoch 1572 | loss: 0.0312425 | val_loss: 0.0312418 | Time: 3052.65 ms
[2022-03-10 04:41:10 main:574] : INFO : Epoch 1573 | loss: 0.0312424 | val_loss: 0.0312435 | Time: 2973.1 ms
[2022-03-10 04:41:13 main:574] : INFO : Epoch 1574 | loss: 0.0312427 | val_loss: 0.0312427 | Time: 2944.26 ms
[2022-03-10 04:41:16 main:574] : INFO : Epoch 1575 | loss: 0.0312448 | val_loss: 0.0312463 | Time: 2938.47 ms
[2022-03-10 04:41:19 main:574] : INFO : Epoch 1576 | loss: 0.0312445 | val_loss: 0.0312439 | Time: 2957.07 ms
[2022-03-10 04:41:22 main:574] : INFO : Epoch 1577 | loss: 0.0312441 | val_loss: 0.0312445 | Time: 3002.23 ms
[2022-03-10 04:41:25 main:574] : INFO : Epoch 1578 | loss: 0.0312431 | val_loss: 0.0312434 | Time: 2886.49 ms
[2022-03-10 04:41:27 main:574] : INFO : Epoch 1579 | loss: 0.0312432 | val_loss: 0.0312425 | Time: 2899.57 ms
[2022-03-10 04:41:30 main:574] : INFO : Epoch 1580 | loss: 0.0312433 | val_loss: 0.031243 | Time: 3025.4 ms
[2022-03-10 04:41:33 main:574] : INFO : Epoch 1581 | loss: 0.0312427 | val_loss: 0.0312424 | Time: 2942.17 ms
[2022-03-10 04:41:36 main:574] : INFO : Epoch 1582 | loss: 0.0312428 | val_loss: 0.0312423 | Time: 3062.62 ms
[2022-03-10 04:41:39 main:574] : INFO : Epoch 1583 | loss: 0.0312431 | val_loss: 0.0312446 | Time: 2983.42 ms
[2022-03-10 04:41:42 main:574] : INFO : Epoch 1584 | loss: 0.0312438 | val_loss: 0.0312425 | Time: 2898.55 ms
[2022-03-10 04:41:45 main:574] : INFO : Epoch 1585 | loss: 0.0312426 | val_loss: 0.0312431 | Time: 2973.65 ms
[2022-03-10 04:41:48 main:574] : INFO : Epoch 1586 | loss: 0.0312435 | val_loss: 0.0312463 | Time: 2936.95 ms
[2022-03-10 04:41:51 main:574] : INFO : Epoch 1587 | loss: 0.0312446 | val_loss: 0.0312428 | Time: 2942.8 ms
[2022-03-10 04:41:54 main:574] : INFO : Epoch 1588 | loss: 0.0312429 | val_loss: 0.031242 | Time: 2943.62 ms
[2022-03-10 04:41:57 main:574] : INFO : Epoch 1589 | loss: 0.0312429 | val_loss: 0.0312434 | Time: 2940.61 ms
[2022-03-10 04:42:00 main:574] : INFO : Epoch 1590 | loss: 0.0312432 | val_loss: 0.0312424 | Time: 3020.77 ms
[2022-03-10 04:42:03 main:574] : INFO : Epoch 1591 | loss: 0.0312427 | val_loss: 0.0312427 | Time: 3099.91 ms
[2022-03-10 04:42:06 main:574] : INFO : Epoch 1592 | loss: 0.0312434 | val_loss: 0.0312419 | Time: 2917.83 ms
[2022-03-10 04:42:09 main:574] : INFO : Epoch 1593 | loss: 0.0312433 | val_loss: 0.0312445 | Time: 2962.79 ms
[2022-03-10 04:42:12 main:574] : INFO : Epoch 1594 | loss: 0.0312451 | val_loss: 0.0312447 | Time: 2951 ms
[2022-03-10 04:42:15 main:574] : INFO : Epoch 1595 | loss: 0.031244 | val_loss: 0.0312426 | Time: 2975.4 ms
[2022-03-10 04:42:18 main:574] : INFO : Epoch 1596 | loss: 0.0312438 | val_loss: 0.0312429 | Time: 2970.74 ms
[2022-03-10 04:42:21 main:574] : INFO : Epoch 1597 | loss: 0.0312433 | val_loss: 0.0312433 | Time: 2975.54 ms
[2022-03-10 04:42:24 main:574] : INFO : Epoch 1598 | loss: 0.0312436 | val_loss: 0.0312419 | Time: 2872.06 ms
[2022-03-10 04:42:27 main:574] : INFO : Epoch 1599 | loss: 0.0312434 | val_loss: 0.031242 | Time: 2908.06 ms
[2022-03-10 04:42:30 main:574] : INFO : Epoch 1600 | loss: 0.0312428 | val_loss: 0.0312462 | Time: 2922.42 ms
[2022-03-10 04:42:33 main:574] : INFO : Epoch 1601 | loss: 0.0312435 | val_loss: 0.0312417 | Time: 2951.67 ms
[2022-03-10 04:42:36 main:574] : INFO : Epoch 1602 | loss: 0.0312424 | val_loss: 0.031242 | Time: 2966.23 ms
[2022-03-10 04:42:39 main:574] : INFO : Epoch 1603 | loss: 0.0312427 | val_loss: 0.031243 | Time: 2969.62 ms
[2022-03-10 04:42:42 main:574] : INFO : Epoch 1604 | loss: 0.0312426 | val_loss: 0.0312422 | Time: 2992.02 ms
[2022-03-10 04:42:45 main:574] : INFO : Epoch 1605 | loss: 0.0312437 | val_loss: 0.0312425 | Time: 2918.86 ms
[2022-03-10 04:42:47 main:574] : INFO : Epoch 1606 | loss: 0.0312453 | val_loss: 0.0312424 | Time: 2911.71 ms
[2022-03-10 04:42:50 main:574] : INFO : Epoch 1607 | loss: 0.0312439 | val_loss: 0.0312477 | Time: 2969.7 ms
[2022-03-10 04:42:53 main:574] : INFO : Epoch 1608 | loss: 0.0312447 | val_loss: 0.0312445 | Time: 2885.64 ms
[2022-03-10 04:42:56 main:574] : INFO : Epoch 1609 | loss: 0.0312434 | val_loss: 0.0312432 | Time: 2930.71 ms
[2022-03-10 04:42:59 main:574] : INFO : Epoch 1610 | loss: 0.0312427 | val_loss: 0.0312462 | Time: 3016.75 ms
[2022-03-10 04:43:02 main:574] : INFO : Epoch 1611 | loss: 0.0312438 | val_loss: 0.0312424 | Time: 2944.31 ms
[2022-03-10 04:43:05 main:574] : INFO : Epoch 1612 | loss: 0.0312437 | val_loss: 0.0312431 | Time: 3063.64 ms
[2022-03-10 04:43:08 main:574] : INFO : Epoch 1613 | loss: 0.0312437 | val_loss: 0.0312423 | Time: 3018.07 ms
[2022-03-10 04:43:11 main:574] : INFO : Epoch 1614 | loss: 0.0312423 | val_loss: 0.0312454 | Time: 2935.4 ms
[2022-03-10 04:43:14 main:574] : INFO : Epoch 1615 | loss: 0.031245 | val_loss: 0.0312423 | Time: 2874.16 ms
[2022-03-10 04:43:17 main:574] : INFO : Epoch 1616 | loss: 0.0312442 | val_loss: 0.031243 | Time: 3161.82 ms
[2022-03-10 04:43:20 main:574] : INFO : Epoch 1617 | loss: 0.031246 | val_loss: 0.0312577 | Time: 2930.39 ms
[2022-03-10 04:43:23 main:574] : INFO : Epoch 1618 | loss: 0.0312476 | val_loss: 0.0312432 | Time: 2927.77 ms
[2022-03-10 04:43:26 main:574] : INFO : Epoch 1619 | loss: 0.0312442 | val_loss: 0.0312438 | Time: 3005.1 ms
[2022-03-10 04:43:29 main:574] : INFO : Epoch 1620 | loss: 0.0312434 | val_loss: 0.0312417 | Time: 2970.52 ms
[2022-03-10 04:43:32 main:574] : INFO : Epoch 1621 | loss: 0.0312438 | val_loss: 0.0312428 | Time: 3072.75 ms
[2022-03-10 04:43:35 main:574] : INFO : Epoch 1622 | loss: 0.0312429 | val_loss: 0.0312423 | Time: 3006.18 ms
[2022-03-10 04:43:38 main:574] : INFO : Epoch 1623 | loss: 0.0312426 | val_loss: 0.031242 | Time: 2963.39 ms
[2022-03-10 04:43:41 main:574] : INFO : Epoch 1624 | loss: 0.0312426 | val_loss: 0.0312434 | Time: 2816.17 ms
[2022-03-10 04:43:44 main:574] : INFO : Epoch 1625 | loss: 0.0312433 | val_loss: 0.0312458 | Time: 2948.68 ms
[2022-03-10 04:43:47 main:574] : INFO : Epoch 1626 | loss: 0.0312444 | val_loss: 0.0312431 | Time: 2965.72 ms
[2022-03-10 04:43:50 main:574] : INFO : Epoch 1627 | loss: 0.0312428 | val_loss: 0.0312425 | Time: 2944.47 ms
[2022-03-10 04:43:53 main:574] : INFO : Epoch 1628 | loss: 0.0312427 | val_loss: 0.031243 | Time: 2890.2 ms
[2022-03-10 04:43:56 main:574] : INFO : Epoch 1629 | loss: 0.031246 | val_loss: 0.0312508 | Time: 2955.93 ms
[2022-03-10 04:43:59 main:574] : INFO : Epoch 1630 | loss: 0.0312474 | val_loss: 0.0312462 | Time: 2969.04 ms
[2022-03-10 04:44:02 main:574] : INFO : Epoch 1631 | loss: 0.031246 | val_loss: 0.0312419 | Time: 2903.01 ms
[2022-03-10 04:44:05 main:574] : INFO : Epoch 1632 | loss: 0.0312433 | val_loss: 0.0312451 | Time: 2911.35 ms
[2022-03-10 04:44:08 main:574] : INFO : Epoch 1633 | loss: 0.0312432 | val_loss: 0.0312426 | Time: 2983.31 ms
[2022-03-10 04:44:11 main:574] : INFO : Epoch 1634 | loss: 0.0312432 | val_loss: 0.0312439 | Time: 2974.01 ms
[2022-03-10 04:44:14 main:574] : INFO : Epoch 1635 | loss: 0.0312453 | val_loss: 0.0312449 | Time: 3085.13 ms
[2022-03-10 04:44:17 main:574] : INFO : Epoch 1636 | loss: 0.0312449 | val_loss: 0.0312435 | Time: 3061.34 ms
[2022-03-10 04:44:20 main:574] : INFO : Epoch 1637 | loss: 0.0312437 | val_loss: 0.031243 | Time: 2961.06 ms
[2022-03-10 04:44:23 main:574] : INFO : Epoch 1638 | loss: 0.0312426 | val_loss: 0.0312419 | Time: 3076.99 ms
[2022-03-10 04:44:26 main:574] : INFO : Epoch 1639 | loss: 0.0312426 | val_loss: 0.0312423 | Time: 2948.27 ms
[2022-03-10 04:44:29 main:574] : INFO : Epoch 1640 | loss: 0.031243 | val_loss: 0.0312421 | Time: 3053.22 ms
[2022-03-10 04:44:32 main:574] : INFO : Epoch 1641 | loss: 0.0312424 | val_loss: 0.0312427 | Time: 2943.42 ms
[2022-03-10 04:44:35 main:574] : INFO : Epoch 1642 | loss: 0.0312425 | val_loss: 0.0312421 | Time: 2950.85 ms
[2022-03-10 04:44:38 main:574] : INFO : Epoch 1643 | loss: 0.0312434 | val_loss: 0.0312421 | Time: 2903.22 ms
[2022-03-10 04:44:40 main:574] : INFO : Epoch 1644 | loss: 0.0312432 | val_loss: 0.0312422 | Time: 2893.94 ms
[2022-03-10 04:44:43 main:574] : INFO : Epoch 1645 | loss: 0.0312429 | val_loss: 0.0312439 | Time: 2966.1 ms
[2022-03-10 04:44:46 main:574] : INFO : Epoch 1646 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 3056.34 ms
[2022-03-10 04:44:49 main:574] : INFO : Epoch 1647 | loss: 0.0312435 | val_loss: 0.0312438 | Time: 2942.44 ms
[2022-03-10 04:44:52 main:574] : INFO : Epoch 1648 | loss: 0.0312437 | val_loss: 0.0312448 | Time: 2898.46 ms
[2022-03-10 04:44:55 main:574] : INFO : Epoch 1649 | loss: 0.0312432 | val_loss: 0.0312424 | Time: 2964.53 ms
[2022-03-10 04:44:58 main:574] : INFO : Epoch 1650 | loss: 0.0312436 | val_loss: 0.0312422 | Time: 2976.13 ms
[2022-03-10 04:45:01 main:574] : INFO : Epoch 1651 | loss: 0.0312444 | val_loss: 0.0312436 | Time: 2959.99 ms
[2022-03-10 04:45:04 main:574] : INFO : Epoch 1652 | loss: 0.0312431 | val_loss: 0.0312429 | Time: 2941.22 ms
[2022-03-10 04:45:07 main:574] : INFO : Epoch 1653 | loss: 0.0312427 | val_loss: 0.0312444 | Time: 2984.73 ms
[2022-03-10 04:45:10 main:574] : INFO : Epoch 1654 | loss: 0.0312436 | val_loss: 0.0312436 | Time: 3000.26 ms
[2022-03-10 04:45:13 main:574] : INFO : Epoch 1655 | loss: 0.0312428 | val_loss: 0.0312422 | Time: 2981.69 ms
[2022-03-10 04:45:16 main:574] : INFO : Epoch 1656 | loss: 0.0312424 | val_loss: 0.0312433 | Time: 3023.6 ms
[2022-03-10 04:45:19 main:574] : INFO : Epoch 1657 | loss: 0.0312434 | val_loss: 0.0312441 | Time: 3063.49 ms
[2022-03-10 04:45:22 main:574] : INFO : Epoch 1658 | loss: 0.031244 | val_loss: 0.0312443 | Time: 3019.16 ms
[2022-03-10 04:45:25 main:574] : INFO : Epoch 1659 | loss: 0.0312443 | val_loss: 0.0312444 | Time: 2949.1 ms
[2022-03-10 04:45:28 main:574] : INFO : Epoch 1660 | loss: 0.0312433 | val_loss: 0.0312421 | Time: 2937.35 ms
[2022-03-10 04:45:31 main:574] : INFO : Epoch 1661 | loss: 0.0312434 | val_loss: 0.0312435 | Time: 3085.17 ms
[2022-03-10 04:45:34 main:574] : INFO : Epoch 1662 | loss: 0.031243 | val_loss: 0.0312434 | Time: 2937.17 ms
[2022-03-10 04:45:37 main:574] : INFO : Epoch 1663 | loss: 0.0312426 | val_loss: 0.0312422 | Time: 2935.04 ms
[2022-03-10 04:45:40 main:574] : INFO : Epoch 1664 | loss: 0.0312429 | val_loss: 0.031242 | Time: 2932.19 ms
[2022-03-10 04:45:43 main:574] : INFO : Epoch 1665 | loss: 0.031243 | val_loss: 0.0312443 | Time: 2911.39 ms
[2022-03-10 04:45:46 main:574] : INFO : Epoch 1666 | loss: 0.0312435 | val_loss: 0.0312427 | Time: 2974.25 ms
[2022-03-10 04:45:49 main:574] : INFO : Epoch 1667 | loss: 0.0312434 | val_loss: 0.0312427 | Time: 2897.76 ms
[2022-03-10 04:45:52 main:574] : INFO : Epoch 1668 | loss: 0.0312428 | val_loss: 0.0312427 | Time: 2932.16 ms
[2022-03-10 04:45:55 main:574] : INFO : Epoch 1669 | loss: 0.0312426 | val_loss: 0.0312422 | Time: 2953.47 ms
[2022-03-10 04:45:58 main:574] : INFO : Epoch 1670 | loss: 0.0312427 | val_loss: 0.0312446 | Time: 3031.01 ms
[2022-03-10 04:46:01 main:574] : INFO : Epoch 1671 | loss: 0.0312429 | val_loss: 0.0312425 | Time: 3045.35 ms
[2022-03-10 04:46:04 main:574] : INFO : Epoch 1672 | loss: 0.0312443 | val_loss: 0.0312425 | Time: 2987.21 ms
[2022-03-10 04:46:07 main:574] : INFO : Epoch 1673 | loss: 0.031243 | val_loss: 0.0312421 | Time: 2921.97 ms
[2022-03-10 04:46:10 main:574] : INFO : Epoch 1674 | loss: 0.0312427 | val_loss: 0.0312428 | Time: 2906.57 ms
[2022-03-10 04:46:13 main:574] : INFO : Epoch 1675 | loss: 0.0312428 | val_loss: 0.0312432 | Time: 3060.32 ms
[2022-03-10 04:46:16 main:574] : INFO : Epoch 1676 | loss: 0.0312426 | val_loss: 0.0312421 | Time: 2934.14 ms
[2022-03-10 04:46:19 main:574] : INFO : Epoch 1677 | loss: 0.0312444 | val_loss: 0.0312432 | Time: 3005.8 ms
[2022-03-10 04:46:22 main:574] : INFO : Epoch 1678 | loss: 0.0312439 | val_loss: 0.0312451 | Time: 2996.58 ms
[2022-03-10 04:46:25 main:574] : INFO : Epoch 1679 | loss: 0.0312439 | val_loss: 0.0312428 | Time: 3030.21 ms
[2022-03-10 04:46:28 main:574] : INFO : Epoch 1680 | loss: 0.0312439 | val_loss: 0.0312425 | Time: 2947.81 ms
[2022-03-10 04:46:31 main:574] : INFO : Epoch 1681 | loss: 0.031243 | val_loss: 0.0312442 | Time: 2904.91 ms
[2022-03-10 04:46:33 main:574] : INFO : Epoch 1682 | loss: 0.0312437 | val_loss: 0.0312423 | Time: 2883.95 ms
[2022-03-10 04:46:36 main:574] : INFO : Epoch 1683 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 2904.92 ms
[2022-03-10 04:46:39 main:574] : INFO : Epoch 1684 | loss: 0.0312431 | val_loss: 0.031243 | Time: 2977.7 ms
[2022-03-10 04:46:42 main:574] : INFO : Epoch 1685 | loss: 0.0312437 | val_loss: 0.0312432 | Time: 2949.56 ms
[2022-03-10 04:46:45 main:574] : INFO : Epoch 1686 | loss: 0.0312432 | val_loss: 0.0312422 | Time: 2916.67 ms
[2022-03-10 04:46:48 main:574] : INFO : Epoch 1687 | loss: 0.0312439 | val_loss: 0.0312438 | Time: 2958.19 ms
[2022-03-10 04:46:51 main:574] : INFO : Epoch 1688 | loss: 0.0312455 | val_loss: 0.0312426 | Time: 2934.13 ms
[2022-03-10 04:46:54 main:574] : INFO : Epoch 1689 | loss: 0.0312436 | val_loss: 0.0312447 | Time: 2983.56 ms
[2022-03-10 04:46:57 main:574] : INFO : Epoch 1690 | loss: 0.0312435 | val_loss: 0.031243 | Time: 2990.74 ms
[2022-03-10 04:47:00 main:574] : INFO : Epoch 1691 | loss: 0.0312434 | val_loss: 0.031246 | Time: 2898.46 ms
[2022-03-10 04:47:03 main:574] : INFO : Epoch 1692 | loss: 0.031243 | val_loss: 0.0312435 | Time: 2914.45 ms
[2022-03-10 04:47:06 main:574] : INFO : Epoch 1693 | loss: 0.0312428 | val_loss: 0.0312424 | Time: 2959.86 ms
[2022-03-10 04:47:09 main:574] : INFO : Epoch 1694 | loss: 0.0312424 | val_loss: 0.0312424 | Time: 2963.78 ms
[2022-03-10 04:47:12 main:574] : INFO : Epoch 1695 | loss: 0.0312436 | val_loss: 0.0312426 | Time: 3049.98 ms
[2022-03-10 04:47:15 main:574] : INFO : Epoch 1696 | loss: 0.0312426 | val_loss: 0.0312422 | Time: 2974.22 ms
[2022-03-10 04:47:18 main:574] : INFO : Epoch 1697 | loss: 0.0312429 | val_loss: 0.0312441 | Time: 2956.67 ms
[2022-03-10 04:47:21 main:574] : INFO : Epoch 1698 | loss: 0.0312435 | val_loss: 0.0312428 | Time: 2949.11 ms
[2022-03-10 04:47:24 main:574] : INFO : Epoch 1699 | loss: 0.0312437 | val_loss: 0.0312423 | Time: 2919.5 ms
[2022-03-10 04:47:27 main:574] : INFO : Epoch 1700 | loss: 0.0312431 | val_loss: 0.0312438 | Time: 3038.49 ms
[2022-03-10 04:47:30 main:574] : INFO : Epoch 1701 | loss: 0.0312434 | val_loss: 0.0312427 | Time: 3134.12 ms
[2022-03-10 04:47:33 main:574] : INFO : Epoch 1702 | loss: 0.031243 | val_loss: 0.0312447 | Time: 3038.82 ms
[2022-03-10 04:47:36 main:574] : INFO : Epoch 1703 | loss: 0.0312438 | val_loss: 0.0312429 | Time: 2982.26 ms
[2022-03-10 04:47:39 main:574] : INFO : Epoch 1704 | loss: 0.0312433 | val_loss: 0.0312426 | Time: 3001.44 ms
[2022-03-10 04:47:42 main:574] : INFO : Epoch 1705 | loss: 0.0312427 | val_loss: 0.0312418 | Time: 2910.94 ms
[2022-03-10 04:47:45 main:574] : INFO : Epoch 1706 | loss: 0.0312431 | val_loss: 0.031242 | Time: 2938.86 ms
[2022-03-10 04:47:48 main:574] : INFO : Epoch 1707 | loss: 0.0312429 | val_loss: 0.0312423 | Time: 2919.39 ms
[2022-03-10 04:47:51 main:574] : INFO : Epoch 1708 | loss: 0.0312425 | val_loss: 0.0312422 | Time: 2898.17 ms
[2022-03-10 04:47:53 main:574] : INFO : Epoch 1709 | loss: 0.0312434 | val_loss: 0.0312422 | Time: 2915.5 ms
[2022-03-10 04:47:56 main:574] : INFO : Epoch 1710 | loss: 0.0312425 | val_loss: 0.031242 | Time: 2908.86 ms
[2022-03-10 04:47:59 main:574] : INFO : Epoch 1711 | loss: 0.0312431 | val_loss: 0.0312425 | Time: 2937.37 ms
[2022-03-10 04:48:02 main:574] : INFO : Epoch 1712 | loss: 0.0312425 | val_loss: 0.0312425 | Time: 3005.05 ms
[2022-03-10 04:48:05 main:574] : INFO : Epoch 1713 | loss: 0.0312439 | val_loss: 0.031247 | Time: 2986.12 ms
[2022-03-10 04:48:08 main:574] : INFO : Epoch 1714 | loss: 0.0312435 | val_loss: 0.0312422 | Time: 2918.7 ms
[2022-03-10 04:48:11 main:574] : INFO : Epoch 1715 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 3093.55 ms
[2022-03-10 04:48:14 main:574] : INFO : Epoch 1716 | loss: 0.0312424 | val_loss: 0.0312422 | Time: 3059.12 ms
[2022-03-10 04:48:18 main:574] : INFO : Epoch 1717 | loss: 0.0312423 | val_loss: 0.0312419 | Time: 3098.43 ms
[2022-03-10 04:48:20 main:574] : INFO : Epoch 1718 | loss: 0.0312426 | val_loss: 0.0312434 | Time: 2913.39 ms
[2022-03-10 04:48:23 main:574] : INFO : Epoch 1719 | loss: 0.0312435 | val_loss: 0.0312426 | Time: 2939.26 ms
[2022-03-10 04:48:26 main:574] : INFO : Epoch 1720 | loss: 0.0312429 | val_loss: 0.0312419 | Time: 2949.82 ms
[2022-03-10 04:48:29 main:574] : INFO : Epoch 1721 | loss: 0.0312426 | val_loss: 0.0312459 | Time: 2947.07 ms
[2022-03-10 04:48:32 main:574] : INFO : Epoch 1722 | loss: 0.0312439 | val_loss: 0.0312431 | Time: 3051.66 ms
[2022-03-10 04:48:36 main:574] : INFO : Epoch 1723 | loss: 0.0312429 | val_loss: 0.0312419 | Time: 3201.67 ms
[2022-03-10 04:48:39 main:574] : INFO : Epoch 1724 | loss: 0.031244 | val_loss: 0.0312441 | Time: 3109.25 ms
[2022-03-10 04:48:42 main:574] : INFO : Epoch 1725 | loss: 0.0312427 | val_loss: 0.031243 | Time: 2954.52 ms
[2022-03-10 04:48:45 main:574] : INFO : Epoch 1726 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 2981.85 ms
[2022-03-10 04:48:48 main:574] : INFO : Epoch 1727 | loss: 0.0312434 | val_loss: 0.031242 | Time: 2942.11 ms
[2022-03-10 04:48:51 main:574] : INFO : Epoch 1728 | loss: 0.0312432 | val_loss: 0.0312427 | Time: 2980.83 ms
[2022-03-10 04:48:54 main:574] : INFO : Epoch 1729 | loss: 0.0312434 | val_loss: 0.0312424 | Time: 2970.64 ms
[2022-03-10 04:48:56 main:574] : INFO : Epoch 1730 | loss: 0.0312431 | val_loss: 0.0312438 | Time: 2981.54 ms
[2022-03-10 04:49:00 main:574] : INFO : Epoch 1731 | loss: 0.0312433 | val_loss: 0.0312465 | Time: 2920.95 ms
[2022-03-10 04:49:03 main:574] : INFO : Epoch 1732 | loss: 0.0312444 | val_loss: 0.0312461 | Time: 2888.46 ms
[2022-03-10 04:49:05 main:574] : INFO : Epoch 1733 | loss: 0.0312454 | val_loss: 0.031247 | Time: 2899.25 ms
[2022-03-10 04:49:08 main:574] : INFO : Epoch 1734 | loss: 0.0312463 | val_loss: 0.0312435 | Time: 2989.31 ms
[2022-03-10 04:49:11 main:574] : INFO : Epoch 1735 | loss: 0.0312435 | val_loss: 0.0312454 | Time: 2948.7 ms
[2022-03-10 04:49:14 main:574] : INFO : Epoch 1736 | loss: 0.0312447 | val_loss: 0.0312446 | Time: 2906.66 ms
[2022-03-10 04:49:17 main:574] : INFO : Epoch 1737 | loss: 0.0312443 | val_loss: 0.0312451 | Time: 2889.39 ms
[2022-03-10 04:49:20 main:574] : INFO : Epoch 1738 | loss: 0.0312432 | val_loss: 0.031243 | Time: 2879.62 ms
[2022-03-10 04:49:23 main:574] : INFO : Epoch 1739 | loss: 0.0312432 | val_loss: 0.0312422 | Time: 2917.79 ms
[2022-03-10 04:49:26 main:574] : INFO : Epoch 1740 | loss: 0.0312432 | val_loss: 0.0312425 | Time: 2944.66 ms
[2022-03-10 04:49:29 main:574] : INFO : Epoch 1741 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 2976.22 ms
[2022-03-10 04:49:32 main:574] : INFO : Epoch 1742 | loss: 0.0312424 | val_loss: 0.0312427 | Time: 3058.75 ms
[2022-03-10 04:49:35 main:574] : INFO : Epoch 1743 | loss: 0.0312427 | val_loss: 0.0312423 | Time: 2996.79 ms
[2022-03-10 04:49:38 main:574] : INFO : Epoch 1744 | loss: 0.0312426 | val_loss: 0.0312422 | Time: 3085.44 ms
[2022-03-10 04:49:41 main:574] : INFO : Epoch 1745 | loss: 0.0312426 | val_loss: 0.0312422 | Time: 3118.99 ms
[2022-03-10 04:49:44 main:574] : INFO : Epoch 1746 | loss: 0.0312425 | val_loss: 0.0312431 | Time: 2994.85 ms
[2022-03-10 04:49:47 main:574] : INFO : Epoch 1747 | loss: 0.0312443 | val_loss: 0.0312438 | Time: 2925.25 ms
[2022-03-10 04:49:50 main:574] : INFO : Epoch 1748 | loss: 0.0312445 | val_loss: 0.0312425 | Time: 2988.87 ms
[2022-03-10 04:49:53 main:574] : INFO : Epoch 1749 | loss: 0.0312436 | val_loss: 0.0312437 | Time: 2943.26 ms
[2022-03-10 04:49:56 main:574] : INFO : Epoch 1750 | loss: 0.0312426 | val_loss: 0.031242 | Time: 2870.96 ms
[2022-03-10 04:49:59 main:574] : INFO : Epoch 1751 | loss: 0.0312427 | val_loss: 0.0312424 | Time: 2936.88 ms
[2022-03-10 04:50:02 main:574] : INFO : Epoch 1752 | loss: 0.0312426 | val_loss: 0.031243 | Time: 2970.98 ms
[2022-03-10 04:50:05 main:574] : INFO : Epoch 1753 | loss: 0.0312427 | val_loss: 0.0312422 | Time: 2971.51 ms
[2022-03-10 04:50:08 main:574] : INFO : Epoch 1754 | loss: 0.0312426 | val_loss: 0.0312422 | Time: 2957.45 ms
[2022-03-10 04:50:11 main:574] : INFO : Epoch 1755 | loss: 0.031243 | val_loss: 0.0312454 | Time: 2944.62 ms
[2022-03-10 04:50:14 main:574] : INFO : Epoch 1756 | loss: 0.0312437 | val_loss: 0.0312424 | Time: 3020.44 ms
[2022-03-10 04:50:17 main:574] : INFO : Epoch 1757 | loss: 0.0312426 | val_loss: 0.0312424 | Time: 2985.47 ms
[2022-03-10 04:50:20 main:574] : INFO : Epoch 1758 | loss: 0.0312433 | val_loss: 0.0312429 | Time: 3024.41 ms
[2022-03-10 04:50:23 main:574] : INFO : Epoch 1759 | loss: 0.0312434 | val_loss: 0.0312424 | Time: 2982.34 ms
[2022-03-10 04:50:26 main:574] : INFO : Epoch 1760 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 2928.25 ms
[2022-03-10 04:50:29 main:574] : INFO : Epoch 1761 | loss: 0.031245 | val_loss: 0.0312423 | Time: 2995.17 ms
[2022-03-10 04:50:32 main:574] : INFO : Epoch 1762 | loss: 0.031244 | val_loss: 0.0312424 | Time: 2917.39 ms
[2022-03-10 04:50:35 main:574] : INFO : Epoch 1763 | loss: 0.0312434 | val_loss: 0.0312447 | Time: 2977.47 ms
[2022-03-10 04:50:38 main:574] : INFO : Epoch 1764 | loss: 0.0312448 | val_loss: 0.031246 | Time: 2986.9 ms
[2022-03-10 04:50:41 main:574] : INFO : Epoch 1765 | loss: 0.0312432 | val_loss: 0.0312422 | Time: 2943.02 ms
[2022-03-10 04:50:44 main:574] : INFO : Epoch 1766 | loss: 0.031243 | val_loss: 0.0312421 | Time: 2999.11 ms
[2022-03-10 04:50:47 main:574] : INFO : Epoch 1767 | loss: 0.0312439 | val_loss: 0.0312434 | Time: 3112.02 ms
[2022-03-10 04:50:50 main:574] : INFO : Epoch 1768 | loss: 0.031243 | val_loss: 0.0312443 | Time: 3025.79 ms
[2022-03-10 04:50:53 main:574] : INFO : Epoch 1769 | loss: 0.0312476 | val_loss: 0.0312529 | Time: 3028.71 ms
[2022-03-10 04:50:56 main:574] : INFO : Epoch 1770 | loss: 0.0312458 | val_loss: 0.031248 | Time: 2964.64 ms
[2022-03-10 04:50:59 main:574] : INFO : Epoch 1771 | loss: 0.0312441 | val_loss: 0.0312426 | Time: 3085.21 ms
[2022-03-10 04:51:02 main:574] : INFO : Epoch 1772 | loss: 0.031243 | val_loss: 0.0312423 | Time: 2997.76 ms
[2022-03-10 04:51:05 main:574] : INFO : Epoch 1773 | loss: 0.0312424 | val_loss: 0.0312423 | Time: 3037.03 ms
[2022-03-10 04:51:08 main:574] : INFO : Epoch 1774 | loss: 0.0312437 | val_loss: 0.0312426 | Time: 2950.47 ms
[2022-03-10 04:51:11 main:574] : INFO : Epoch 1775 | loss: 0.0312428 | val_loss: 0.031246 | Time: 3027.38 ms
[2022-03-10 04:51:14 main:574] : INFO : Epoch 1776 | loss: 0.0312435 | val_loss: 0.0312431 | Time: 3019.77 ms
[2022-03-10 04:51:17 main:574] : INFO : Epoch 1777 | loss: 0.0312438 | val_loss: 0.0312419 | Time: 3013.61 ms
[2022-03-10 04:51:20 main:574] : INFO : Epoch 1778 | loss: 0.0312425 | val_loss: 0.0312432 | Time: 2883.15 ms
[2022-03-10 04:51:23 main:574] : INFO : Epoch 1779 | loss: 0.0312431 | val_loss: 0.0312428 | Time: 2926.99 ms
[2022-03-10 04:51:26 main:574] : INFO : Epoch 1780 | loss: 0.031243 | val_loss: 0.0312424 | Time: 2974.44 ms
[2022-03-10 04:51:29 main:574] : INFO : Epoch 1781 | loss: 0.031243 | val_loss: 0.0312435 | Time: 2897.84 ms
[2022-03-10 04:51:31 main:574] : INFO : Epoch 1782 | loss: 0.0312437 | val_loss: 0.0312438 | Time: 2877.06 ms
[2022-03-10 04:51:34 main:574] : INFO : Epoch 1783 | loss: 0.031244 | val_loss: 0.0312454 | Time: 2883.92 ms
[2022-03-10 04:51:37 main:574] : INFO : Epoch 1784 | loss: 0.0312449 | val_loss: 0.0312432 | Time: 3040.29 ms
[2022-03-10 04:51:40 main:574] : INFO : Epoch 1785 | loss: 0.0312429 | val_loss: 0.0312419 | Time: 3012.52 ms
[2022-03-10 04:51:43 main:574] : INFO : Epoch 1786 | loss: 0.0312424 | val_loss: 0.0312427 | Time: 2925.28 ms
[2022-03-10 04:51:46 main:574] : INFO : Epoch 1787 | loss: 0.0312426 | val_loss: 0.0312416 | Time: 2944.52 ms
[2022-03-10 04:51:49 main:574] : INFO : Epoch 1788 | loss: 0.0312426 | val_loss: 0.0312422 | Time: 2981.39 ms
[2022-03-10 04:51:52 main:574] : INFO : Epoch 1789 | loss: 0.031244 | val_loss: 0.0312447 | Time: 3109.7 ms
[2022-03-10 04:51:55 main:574] : INFO : Epoch 1790 | loss: 0.0312441 | val_loss: 0.031242 | Time: 2983.83 ms
[2022-03-10 04:51:58 main:574] : INFO : Epoch 1791 | loss: 0.0312441 | val_loss: 0.0312429 | Time: 3016.62 ms
[2022-03-10 04:52:01 main:574] : INFO : Epoch 1792 | loss: 0.0312429 | val_loss: 0.0312417 | Time: 3038.57 ms
[2022-03-10 04:52:04 main:574] : INFO : Epoch 1793 | loss: 0.0312431 | val_loss: 0.0312421 | Time: 2940.15 ms
[2022-03-10 04:52:07 main:574] : INFO : Epoch 1794 | loss: 0.0312435 | val_loss: 0.0312418 | Time: 2899.55 ms
[2022-03-10 04:52:10 main:574] : INFO : Epoch 1795 | loss: 0.031243 | val_loss: 0.0312433 | Time: 3007.64 ms
[2022-03-10 04:52:13 main:574] : INFO : Epoch 1796 | loss: 0.0312432 | val_loss: 0.031243 | Time: 3128.94 ms
[2022-03-10 04:52:16 main:574] : INFO : Epoch 1797 | loss: 0.0312431 | val_loss: 0.0312427 | Time: 2919.73 ms
[2022-03-10 04:52:19 main:574] : INFO : Epoch 1798 | loss: 0.0312457 | val_loss: 0.0312426 | Time: 3011.47 ms
[2022-03-10 04:52:22 main:574] : INFO : Epoch 1799 | loss: 0.0312443 | val_loss: 0.0312419 | Time: 2977.75 ms
[2022-03-10 04:52:25 main:574] : INFO : Epoch 1800 | loss: 0.0312431 | val_loss: 0.0312419 | Time: 2882.65 ms
[2022-03-10 04:52:28 main:574] : INFO : Epoch 1801 | loss: 0.0312425 | val_loss: 0.0312425 | Time: 2891.25 ms
[2022-03-10 04:52:31 main:574] : INFO : Epoch 1802 | loss: 0.0312432 | val_loss: 0.0312422 | Time: 3015.07 ms
[2022-03-10 04:52:34 main:574] : INFO : Epoch 1803 | loss: 0.0312427 | val_loss: 0.0312418 | Time: 3116.8 ms
[2022-03-10 04:52:37 main:574] : INFO : Epoch 1804 | loss: 0.0312424 | val_loss: 0.0312427 | Time: 2960.63 ms
[2022-03-10 04:52:40 main:574] : INFO : Epoch 1805 | loss: 0.0312426 | val_loss: 0.0312428 | Time: 2898.78 ms
[2022-03-10 04:52:43 main:574] : INFO : Epoch 1806 | loss: 0.0312423 | val_loss: 0.0312424 | Time: 2985.05 ms
[2022-03-10 04:52:46 main:574] : INFO : Epoch 1807 | loss: 0.0312444 | val_loss: 0.0312446 | Time: 2943.99 ms
[2022-03-10 04:52:49 main:574] : INFO : Epoch 1808 | loss: 0.0312435 | val_loss: 0.0312433 | Time: 3090.67 ms
[2022-03-10 04:52:52 main:574] : INFO : Epoch 1809 | loss: 0.0312453 | val_loss: 0.0312465 | Time: 2943.59 ms
[2022-03-10 04:52:55 main:574] : INFO : Epoch 1810 | loss: 0.031244 | val_loss: 0.0312434 | Time: 2898.67 ms
[2022-03-10 04:52:58 main:574] : INFO : Epoch 1811 | loss: 0.0312451 | val_loss: 0.031245 | Time: 3136.18 ms
[2022-03-10 04:53:01 main:574] : INFO : Epoch 1812 | loss: 0.031248 | val_loss: 0.0312436 | Time: 3058.24 ms
[2022-03-10 04:53:04 main:574] : INFO : Epoch 1813 | loss: 0.0312457 | val_loss: 0.0312451 | Time: 2904.21 ms
[2022-03-10 04:53:07 main:574] : INFO : Epoch 1814 | loss: 0.0312445 | val_loss: 0.0312422 | Time: 2943.45 ms
[2022-03-10 04:53:10 main:574] : INFO : Epoch 1815 | loss: 0.0312426 | val_loss: 0.0312419 | Time: 2995.7 ms
[2022-03-10 04:53:13 main:574] : INFO : Epoch 1816 | loss: 0.0312433 | val_loss: 0.0312418 | Time: 3003.84 ms
[2022-03-10 04:53:16 main:574] : INFO : Epoch 1817 | loss: 0.0312426 | val_loss: 0.0312418 | Time: 2884.74 ms
[2022-03-10 04:53:19 main:574] : INFO : Epoch 1818 | loss: 0.0312421 | val_loss: 0.0312432 | Time: 3128.97 ms
[2022-03-10 04:53:22 main:574] : INFO : Epoch 1819 | loss: 0.0312427 | val_loss: 0.0312419 | Time: 2938.56 ms
[2022-03-10 04:53:25 main:574] : INFO : Epoch 1820 | loss: 0.0312424 | val_loss: 0.0312418 | Time: 3011.18 ms
[2022-03-10 04:53:28 main:574] : INFO : Epoch 1821 | loss: 0.0312426 | val_loss: 0.0312423 | Time: 2992.41 ms
[2022-03-10 04:53:31 main:574] : INFO : Epoch 1822 | loss: 0.0312431 | val_loss: 0.0312419 | Time: 2934.53 ms
[2022-03-10 04:53:34 main:574] : INFO : Epoch 1823 | loss: 0.0312421 | val_loss: 0.0312417 | Time: 2925.39 ms
[2022-03-10 04:53:37 main:574] : INFO : Epoch 1824 | loss: 0.0312426 | val_loss: 0.031242 | Time: 3180.86 ms
[2022-03-10 04:53:40 main:574] : INFO : Epoch 1825 | loss: 0.031243 | val_loss: 0.0312419 | Time: 2960.54 ms
[2022-03-10 04:53:43 main:574] : INFO : Epoch 1826 | loss: 0.0312422 | val_loss: 0.0312424 | Time: 2879.83 ms
[2022-03-10 04:53:46 main:574] : INFO : Epoch 1827 | loss: 0.0312425 | val_loss: 0.0312421 | Time: 2915.81 ms
[2022-03-10 04:53:49 main:574] : INFO : Epoch 1828 | loss: 0.031243 | val_loss: 0.0312445 | Time: 2858.84 ms
[2022-03-10 04:53:52 main:574] : INFO : Epoch 1829 | loss: 0.0312428 | val_loss: 0.0312417 | Time: 2961.77 ms
[2022-03-10 04:53:55 main:574] : INFO : Epoch 1830 | loss: 0.0312427 | val_loss: 0.0312422 | Time: 2998.82 ms
[2022-03-10 04:53:58 main:574] : INFO : Epoch 1831 | loss: 0.0312427 | val_loss: 0.0312425 | Time: 2879.45 ms
[2022-03-10 04:54:01 main:574] : INFO : Epoch 1832 | loss: 0.0312442 | val_loss: 0.0312421 | Time: 2978.33 ms
[2022-03-10 04:54:04 main:574] : INFO : Epoch 1833 | loss: 0.031243 | val_loss: 0.0312434 | Time: 3035.5 ms
[2022-03-10 04:54:07 main:574] : INFO : Epoch 1834 | loss: 0.0312427 | val_loss: 0.0312419 | Time: 3126.69 ms
[2022-03-10 04:54:10 main:574] : INFO : Epoch 1835 | loss: 0.0312433 | val_loss: 0.031244 | Time: 3014.86 ms
[2022-03-10 04:54:13 main:574] : INFO : Epoch 1836 | loss: 0.0312439 | val_loss: 0.0312436 | Time: 2948.28 ms
[2022-03-10 04:54:16 main:574] : INFO : Epoch 1837 | loss: 0.0312469 | val_loss: 0.0312446 | Time: 3028.44 ms
[2022-03-10 04:54:19 main:574] : INFO : Epoch 1838 | loss: 0.0312456 | val_loss: 0.031247 | Time: 2904.67 ms
[2022-03-10 04:54:22 main:574] : INFO : Epoch 1839 | loss: 0.0312468 | val_loss: 0.0312439 | Time: 3010.42 ms
[2022-03-10 04:54:25 main:574] : INFO : Epoch 1840 | loss: 0.0312433 | val_loss: 0.0312432 | Time: 3069.11 ms
[2022-03-10 04:54:28 main:574] : INFO : Epoch 1841 | loss: 0.0312428 | val_loss: 0.0312421 | Time: 2952.72 ms
[2022-03-10 04:54:31 main:574] : INFO : Epoch 1842 | loss: 0.031244 | val_loss: 0.0312433 | Time: 2951.2 ms
[2022-03-10 04:54:34 main:574] : INFO : Epoch 1843 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 3012.73 ms
[2022-03-10 04:54:37 main:574] : INFO : Epoch 1844 | loss: 0.0312436 | val_loss: 0.0312423 | Time: 3000.34 ms
[2022-03-10 04:54:40 main:574] : INFO : Epoch 1845 | loss: 0.0312426 | val_loss: 0.0312421 | Time: 2973.39 ms
[2022-03-10 04:54:43 main:574] : INFO : Epoch 1846 | loss: 0.0312425 | val_loss: 0.031242 | Time: 2960.96 ms
[2022-03-10 04:54:46 main:574] : INFO : Epoch 1847 | loss: 0.0312424 | val_loss: 0.0312418 | Time: 2969.5 ms
[2022-03-10 04:54:49 main:574] : INFO : Epoch 1848 | loss: 0.0312428 | val_loss: 0.0312423 | Time: 2995.16 ms
[2022-03-10 04:54:52 main:574] : INFO : Epoch 1849 | loss: 0.0312435 | val_loss: 0.0312427 | Time: 2967.21 ms
[2022-03-10 04:54:55 main:574] : INFO : Epoch 1850 | loss: 0.0312426 | val_loss: 0.0312438 | Time: 3013.23 ms
[2022-03-10 04:54:58 main:574] : INFO : Epoch 1851 | loss: 0.0312434 | val_loss: 0.0312419 | Time: 2987.4 ms
[2022-03-10 04:55:01 main:574] : INFO : Epoch 1852 | loss: 0.0312433 | val_loss: 0.0312436 | Time: 3021.6 ms
[2022-03-10 04:55:04 main:574] : INFO : Epoch 1853 | loss: 0.031244 | val_loss: 0.0312421 | Time: 2949.06 ms
[2022-03-10 04:55:07 main:574] : INFO : Epoch 1854 | loss: 0.0312435 | val_loss: 0.0312438 | Time: 3012.4 ms
[2022-03-10 04:55:09 main:574] : INFO : Epoch 1855 | loss: 0.0312428 | val_loss: 0.0312418 | Time: 2929.74 ms
[2022-03-10 04:55:13 main:574] : INFO : Epoch 1856 | loss: 0.0312432 | val_loss: 0.0312448 | Time: 3114.68 ms
[2022-03-10 04:55:16 main:574] : INFO : Epoch 1857 | loss: 0.0312443 | val_loss: 0.0312427 | Time: 2943.58 ms
[2022-03-10 04:55:19 main:574] : INFO : Epoch 1858 | loss: 0.0312437 | val_loss: 0.0312453 | Time: 2987.35 ms
[2022-03-10 04:55:21 main:574] : INFO : Epoch 1859 | loss: 0.0312435 | val_loss: 0.0312419 | Time: 2937.65 ms
[2022-03-10 04:55:24 main:574] : INFO : Epoch 1860 | loss: 0.0312427 | val_loss: 0.0312421 | Time: 2892.9 ms
[2022-03-10 04:55:27 main:574] : INFO : Epoch 1861 | loss: 0.0312425 | val_loss: 0.0312421 | Time: 2923.38 ms
[2022-03-10 04:55:30 main:574] : INFO : Epoch 1862 | loss: 0.0312438 | val_loss: 0.031242 | Time: 3009.08 ms
[2022-03-10 04:55:33 main:574] : INFO : Epoch 1863 | loss: 0.0312425 | val_loss: 0.0312435 | Time: 2964.03 ms
[2022-03-10 04:55:36 main:574] : INFO : Epoch 1864 | loss: 0.0312429 | val_loss: 0.0312423 | Time: 2897.99 ms
[2022-03-10 04:55:39 main:574] : INFO : Epoch 1865 | loss: 0.0312432 | val_loss: 0.0312432 | Time: 2937.25 ms
[2022-03-10 04:55:42 main:574] : INFO : Epoch 1866 | loss: 0.0312428 | val_loss: 0.0312429 | Time: 2991.77 ms
[2022-03-10 04:55:45 main:574] : INFO : Epoch 1867 | loss: 0.0312439 | val_loss: 0.031243 | Time: 2960.86 ms
[2022-03-10 04:55:48 main:574] : INFO : Epoch 1868 | loss: 0.0312423 | val_loss: 0.0312419 | Time: 3005.87 ms
[2022-03-10 04:55:51 main:574] : INFO : Epoch 1869 | loss: 0.0312428 | val_loss: 0.0312416 | Time: 3036.4 ms
[2022-03-10 04:55:54 main:574] : INFO : Epoch 1870 | loss: 0.0312422 | val_loss: 0.0312417 | Time: 2980.1 ms
[2022-03-10 04:55:57 main:574] : INFO : Epoch 1871 | loss: 0.0312439 | val_loss: 0.0312421 | Time: 2964.53 ms
[2022-03-10 04:56:00 main:574] : INFO : Epoch 1872 | loss: 0.0312431 | val_loss: 0.0312424 | Time: 2870.48 ms
[2022-03-10 04:56:03 main:574] : INFO : Epoch 1873 | loss: 0.0312425 | val_loss: 0.0312455 | Time: 3050.99 ms
[2022-03-10 04:56:06 main:574] : INFO : Epoch 1874 | loss: 0.0312434 | val_loss: 0.0312423 | Time: 2943.76 ms
[2022-03-10 04:56:09 main:574] : INFO : Epoch 1875 | loss: 0.0312427 | val_loss: 0.0312416 | Time: 2935.81 ms
[2022-03-10 04:56:12 main:574] : INFO : Epoch 1876 | loss: 0.0312425 | val_loss: 0.0312425 | Time: 2974.71 ms
[2022-03-10 04:56:15 main:574] : INFO : Epoch 1877 | loss: 0.031243 | val_loss: 0.0312424 | Time: 2999.29 ms
[2022-03-10 04:56:18 main:574] : INFO : Epoch 1878 | loss: 0.0312427 | val_loss: 0.0312426 | Time: 2939.4 ms
[2022-03-10 04:56:21 main:574] : INFO : Epoch 1879 | loss: 0.031243 | val_loss: 0.0312427 | Time: 2904.89 ms
[2022-03-10 04:56:24 main:574] : INFO : Epoch 1880 | loss: 0.0312439 | val_loss: 0.0312459 | Time: 2936.07 ms
[2022-03-10 04:56:27 main:574] : INFO : Epoch 1881 | loss: 0.0312438 | val_loss: 0.0312418 | Time: 2876.4 ms
[2022-03-10 04:56:30 main:574] : INFO : Epoch 1882 | loss: 0.0312425 | val_loss: 0.0312425 | Time: 3063.47 ms
[2022-03-10 04:56:33 main:574] : INFO : Epoch 1883 | loss: 0.0312435 | val_loss: 0.0312417 | Time: 3029.73 ms
[2022-03-10 04:56:36 main:574] : INFO : Epoch 1884 | loss: 0.0312434 | val_loss: 0.0312419 | Time: 2901.04 ms
[2022-03-10 04:56:39 main:574] : INFO : Epoch 1885 | loss: 0.0312423 | val_loss: 0.0312439 | Time: 2994.38 ms
[2022-03-10 04:56:41 main:574] : INFO : Epoch 1886 | loss: 0.0312427 | val_loss: 0.0312419 | Time: 2898.62 ms
[2022-03-10 04:56:44 main:574] : INFO : Epoch 1887 | loss: 0.0312422 | val_loss: 0.0312416 | Time: 2959.23 ms
[2022-03-10 04:56:47 main:574] : INFO : Epoch 1888 | loss: 0.0312427 | val_loss: 0.0312421 | Time: 2983.5 ms
[2022-03-10 04:56:50 main:574] : INFO : Epoch 1889 | loss: 0.0312438 | val_loss: 0.0312425 | Time: 2962.71 ms
[2022-03-10 04:56:53 main:574] : INFO : Epoch 1890 | loss: 0.0312431 | val_loss: 0.0312421 | Time: 2988.09 ms
[2022-03-10 04:56:56 main:574] : INFO : Epoch 1891 | loss: 0.0312427 | val_loss: 0.0312457 | Time: 2889.07 ms
[2022-03-10 04:56:59 main:574] : INFO : Epoch 1892 | loss: 0.0312443 | val_loss: 0.0312479 | Time: 2952.4 ms
[2022-03-10 04:57:02 main:574] : INFO : Epoch 1893 | loss: 0.0312447 | val_loss: 0.031244 | Time: 3019.02 ms
[2022-03-10 04:57:05 main:574] : INFO : Epoch 1894 | loss: 0.0312427 | val_loss: 0.0312424 | Time: 3053.72 ms
[2022-03-10 04:57:08 main:574] : INFO : Epoch 1895 | loss: 0.0312423 | val_loss: 0.0312416 | Time: 3015.16 ms
[2022-03-10 04:57:11 main:574] : INFO : Epoch 1896 | loss: 0.0312424 | val_loss: 0.0312417 | Time: 2972.88 ms
[2022-03-10 04:57:14 main:574] : INFO : Epoch 1897 | loss: 0.031243 | val_loss: 0.0312422 | Time: 2885.22 ms
[2022-03-10 04:57:17 main:574] : INFO : Epoch 1898 | loss: 0.031243 | val_loss: 0.0312428 | Time: 2878.02 ms
[2022-03-10 04:57:20 main:574] : INFO : Epoch 1899 | loss: 0.0312428 | val_loss: 0.0312427 | Time: 2966.78 ms
[2022-03-10 04:57:23 main:574] : INFO : Epoch 1900 | loss: 0.0312432 | val_loss: 0.0312439 | Time: 3075.49 ms
[2022-03-10 04:57:26 main:574] : INFO : Epoch 1901 | loss: 0.0312429 | val_loss: 0.0312418 | Time: 2968.14 ms
[2022-03-10 04:57:29 main:574] : INFO : Epoch 1902 | loss: 0.0312422 | val_loss: 0.031242 | Time: 2974.74 ms
[2022-03-10 04:57:32 main:574] : INFO : Epoch 1903 | loss: 0.0312428 | val_loss: 0.0312414 | Time: 2841.2 ms
[2022-03-10 04:57:35 main:574] : INFO : Epoch 1904 | loss: 0.0312432 | val_loss: 0.0312418 | Time: 2953.73 ms
[2022-03-10 04:57:38 main:574] : INFO : Epoch 1905 | loss: 0.0312435 | val_loss: 0.0312459 | Time: 2928.99 ms
[2022-03-10 04:57:41 main:574] : INFO : Epoch 1906 | loss: 0.0312432 | val_loss: 0.0312417 | Time: 2880.81 ms
[2022-03-10 04:57:44 main:574] : INFO : Epoch 1907 | loss: 0.0312424 | val_loss: 0.0312424 | Time: 2870.15 ms
[2022-03-10 04:57:47 main:574] : INFO : Epoch 1908 | loss: 0.0312444 | val_loss: 0.0312426 | Time: 2986.03 ms
[2022-03-10 04:57:49 main:574] : INFO : Epoch 1909 | loss: 0.0312427 | val_loss: 0.0312444 | Time: 2962.98 ms
[2022-03-10 04:57:52 main:574] : INFO : Epoch 1910 | loss: 0.031243 | val_loss: 0.0312419 | Time: 2924.36 ms
[2022-03-10 04:57:55 main:574] : INFO : Epoch 1911 | loss: 0.0312426 | val_loss: 0.031242 | Time: 2923.67 ms
[2022-03-10 04:57:58 main:574] : INFO : Epoch 1912 | loss: 0.0312426 | val_loss: 0.0312425 | Time: 3052.09 ms
[2022-03-10 04:58:01 main:574] : INFO : Epoch 1913 | loss: 0.0312421 | val_loss: 0.031242 | Time: 2921.43 ms
[2022-03-10 04:58:04 main:574] : INFO : Epoch 1914 | loss: 0.0312424 | val_loss: 0.0312422 | Time: 2937.8 ms
[2022-03-10 04:58:07 main:574] : INFO : Epoch 1915 | loss: 0.0312424 | val_loss: 0.0312436 | Time: 2938.9 ms
[2022-03-10 04:58:10 main:574] : INFO : Epoch 1916 | loss: 0.0312425 | val_loss: 0.0312417 | Time: 2880.27 ms
[2022-03-10 04:58:13 main:574] : INFO : Epoch 1917 | loss: 0.0312423 | val_loss: 0.0312421 | Time: 2954.14 ms
[2022-03-10 04:58:16 main:574] : INFO : Epoch 1918 | loss: 0.0312428 | val_loss: 0.0312427 | Time: 3022.86 ms
[2022-03-10 04:58:19 main:574] : INFO : Epoch 1919 | loss: 0.0312433 | val_loss: 0.031242 | Time: 3040.56 ms
[2022-03-10 04:58:22 main:574] : INFO : Epoch 1920 | loss: 0.0312446 | val_loss: 0.0312461 | Time: 2986.88 ms
[2022-03-10 04:58:25 main:574] : INFO : Epoch 1921 | loss: 0.0312446 | val_loss: 0.0312418 | Time: 3042 ms
[2022-03-10 04:58:28 main:574] : INFO : Epoch 1922 | loss: 0.0312424 | val_loss: 0.0312425 | Time: 2944.83 ms
[2022-03-10 04:58:31 main:574] : INFO : Epoch 1923 | loss: 0.0312431 | val_loss: 0.0312446 | Time: 2985.13 ms
[2022-03-10 04:58:34 main:574] : INFO : Epoch 1924 | loss: 0.0312426 | val_loss: 0.0312417 | Time: 2900.82 ms
[2022-03-10 04:58:37 main:574] : INFO : Epoch 1925 | loss: 0.0312426 | val_loss: 0.0312428 | Time: 2990.89 ms
[2022-03-10 04:58:40 main:574] : INFO : Epoch 1926 | loss: 0.0312424 | val_loss: 0.031242 | Time: 2940.82 ms
[2022-03-10 04:58:43 main:574] : INFO : Epoch 1927 | loss: 0.0312428 | val_loss: 0.0312429 | Time: 3050.79 ms
[2022-03-10 04:58:46 main:574] : INFO : Epoch 1928 | loss: 0.0312423 | val_loss: 0.0312454 | Time: 2908.23 ms
[2022-03-10 04:58:49 main:574] : INFO : Epoch 1929 | loss: 0.0312432 | val_loss: 0.0312455 | Time: 2920.38 ms
[2022-03-10 04:58:52 main:574] : INFO : Epoch 1930 | loss: 0.0312438 | val_loss: 0.0312416 | Time: 3031.64 ms
[2022-03-10 04:58:55 main:574] : INFO : Epoch 1931 | loss: 0.0312429 | val_loss: 0.0312416 | Time: 2992.46 ms
[2022-03-10 04:58:58 main:574] : INFO : Epoch 1932 | loss: 0.0312435 | val_loss: 0.0312419 | Time: 2949.04 ms
[2022-03-10 04:59:01 main:574] : INFO : Epoch 1933 | loss: 0.0312422 | val_loss: 0.0312415 | Time: 2892.56 ms
[2022-03-10 04:59:04 main:574] : INFO : Epoch 1934 | loss: 0.0312425 | val_loss: 0.0312434 | Time: 2899.71 ms
[2022-03-10 04:59:07 main:574] : INFO : Epoch 1935 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 2888.1 ms
[2022-03-10 04:59:09 main:574] : INFO : Epoch 1936 | loss: 0.0312446 | val_loss: 0.0312468 | Time: 2975.92 ms
[2022-03-10 04:59:12 main:574] : INFO : Epoch 1937 | loss: 0.0312438 | val_loss: 0.0312423 | Time: 2986.41 ms
[2022-03-10 04:59:15 main:574] : INFO : Epoch 1938 | loss: 0.0312427 | val_loss: 0.0312443 | Time: 2879.39 ms
[2022-03-10 04:59:18 main:574] : INFO : Epoch 1939 | loss: 0.031245 | val_loss: 0.031245 | Time: 2991.57 ms
[2022-03-10 04:59:21 main:574] : INFO : Epoch 1940 | loss: 0.0312453 | val_loss: 0.0312462 | Time: 3001.79 ms
[2022-03-10 04:59:24 main:574] : INFO : Epoch 1941 | loss: 0.0312436 | val_loss: 0.0312424 | Time: 3003.71 ms
[2022-03-10 04:59:27 main:574] : INFO : Epoch 1942 | loss: 0.031243 | val_loss: 0.0312439 | Time: 2847.44 ms
[2022-03-10 04:59:30 main:574] : INFO : Epoch 1943 | loss: 0.0312431 | val_loss: 0.0312421 | Time: 2965.8 ms
[2022-03-10 04:59:33 main:574] : INFO : Epoch 1944 | loss: 0.0312438 | val_loss: 0.0312437 | Time: 3067.65 ms
[2022-03-10 04:59:36 main:574] : INFO : Epoch 1945 | loss: 0.031243 | val_loss: 0.0312423 | Time: 3082.79 ms
[2022-03-10 04:59:39 main:574] : INFO : Epoch 1946 | loss: 0.031243 | val_loss: 0.0312435 | Time: 3060.43 ms
[2022-03-10 04:59:42 main:574] : INFO : Epoch 1947 | loss: 0.0312428 | val_loss: 0.0312419 | Time: 2900.43 ms
[2022-03-10 04:59:45 main:574] : INFO : Epoch 1948 | loss: 0.0312424 | val_loss: 0.0312425 | Time: 2966.52 ms
[2022-03-10 04:59:48 main:574] : INFO : Epoch 1949 | loss: 0.0312424 | val_loss: 0.0312421 | Time: 3046.52 ms
[2022-03-10 04:59:51 main:574] : INFO : Epoch 1950 | loss: 0.0312432 | val_loss: 0.0312457 | Time: 2929.53 ms
[2022-03-10 04:59:54 main:574] : INFO : Epoch 1951 | loss: 0.0312429 | val_loss: 0.031242 | Time: 2960.19 ms
[2022-03-10 04:59:57 main:574] : INFO : Epoch 1952 | loss: 0.0312421 | val_loss: 0.0312421 | Time: 3147.45 ms
[2022-03-10 05:00:00 main:574] : INFO : Epoch 1953 | loss: 0.0312434 | val_loss: 0.031244 | Time: 2954.68 ms
[2022-03-10 05:00:03 main:574] : INFO : Epoch 1954 | loss: 0.0312425 | val_loss: 0.0312445 | Time: 3018.88 ms
[2022-03-10 05:00:06 main:574] : INFO : Epoch 1955 | loss: 0.0312422 | val_loss: 0.0312432 | Time: 3062.59 ms
[2022-03-10 05:00:09 main:574] : INFO : Epoch 1956 | loss: 0.0312432 | val_loss: 0.0312434 | Time: 2965.95 ms
[2022-03-10 05:00:12 main:574] : INFO : Epoch 1957 | loss: 0.0312425 | val_loss: 0.0312432 | Time: 2979.88 ms
[2022-03-10 05:00:15 main:574] : INFO : Epoch 1958 | loss: 0.0312431 | val_loss: 0.0312434 | Time: 2971.38 ms
[2022-03-10 05:00:18 main:574] : INFO : Epoch 1959 | loss: 0.0312422 | val_loss: 0.0312417 | Time: 2974.87 ms
[2022-03-10 05:00:21 main:574] : INFO : Epoch 1960 | loss: 0.0312429 | val_loss: 0.0312423 | Time: 2926.11 ms
[2022-03-10 05:00:24 main:574] : INFO : Epoch 1961 | loss: 0.0312435 | val_loss: 0.031242 | Time: 3016.14 ms
[2022-03-10 05:00:27 main:574] : INFO : Epoch 1962 | loss: 0.031243 | val_loss: 0.0312422 | Time: 2959.99 ms
[2022-03-10 05:00:30 main:574] : INFO : Epoch 1963 | loss: 0.0312446 | val_loss: 0.0312492 | Time: 3005.69 ms
[2022-03-10 05:00:33 main:574] : INFO : Epoch 1964 | loss: 0.0312503 | val_loss: 0.0312438 | Time: 3068.61 ms
[2022-03-10 05:00:36 main:574] : INFO : Epoch 1965 | loss: 0.0312493 | val_loss: 0.0312471 | Time: 3059.12 ms
[2022-03-10 05:00:39 main:574] : INFO : Epoch 1966 | loss: 0.0312465 | val_loss: 0.031243 | Time: 3014.42 ms
[2022-03-10 05:00:42 main:574] : INFO : Epoch 1967 | loss: 0.0312428 | val_loss: 0.0312424 | Time: 2979.7 ms
[2022-03-10 05:00:45 main:574] : INFO : Epoch 1968 | loss: 0.0312436 | val_loss: 0.0312428 | Time: 3008.11 ms
[2022-03-10 05:00:48 main:574] : INFO : Epoch 1969 | loss: 0.031243 | val_loss: 0.0312423 | Time: 2819.21 ms
[2022-03-10 05:00:51 main:574] : INFO : Epoch 1970 | loss: 0.0312429 | val_loss: 0.0312429 | Time: 2938.95 ms
[2022-03-10 05:00:54 main:574] : INFO : Epoch 1971 | loss: 0.031244 | val_loss: 0.0312421 | Time: 3035.15 ms
[2022-03-10 05:00:57 main:574] : INFO : Epoch 1972 | loss: 0.0312425 | val_loss: 0.031242 | Time: 2971.34 ms
[2022-03-10 05:01:00 main:574] : INFO : Epoch 1973 | loss: 0.0312422 | val_loss: 0.0312421 | Time: 2939.18 ms
[2022-03-10 05:01:03 main:574] : INFO : Epoch 1974 | loss: 0.0312427 | val_loss: 0.0312427 | Time: 3016.92 ms
[2022-03-10 05:01:06 main:574] : INFO : Epoch 1975 | loss: 0.0312426 | val_loss: 0.0312423 | Time: 2966.53 ms
[2022-03-10 05:01:09 main:574] : INFO : Epoch 1976 | loss: 0.0312433 | val_loss: 0.0312434 | Time: 2900.47 ms
[2022-03-10 05:01:12 main:574] : INFO : Epoch 1977 | loss: 0.0312439 | val_loss: 0.0312436 | Time: 2946.36 ms
[2022-03-10 05:01:15 main:574] : INFO : Epoch 1978 | loss: 0.0312428 | val_loss: 0.0312422 | Time: 2972.24 ms
[2022-03-10 05:01:18 main:574] : INFO : Epoch 1979 | loss: 0.0312423 | val_loss: 0.0312428 | Time: 2953.47 ms
[2022-03-10 05:01:21 main:574] : INFO : Epoch 1980 | loss: 0.0312422 | val_loss: 0.0312425 | Time: 2931.59 ms
[2022-03-10 05:01:24 main:574] : INFO : Epoch 1981 | loss: 0.0312423 | val_loss: 0.0312421 | Time: 3019.46 ms
[2022-03-10 05:01:27 main:574] : INFO : Epoch 1982 | loss: 0.0312422 | val_loss: 0.0312419 | Time: 2913.12 ms
[2022-03-10 05:01:30 main:574] : INFO : Epoch 1983 | loss: 0.0312424 | val_loss: 0.0312428 | Time: 3177.21 ms
[2022-03-10 05:01:33 main:574] : INFO : Epoch 1984 | loss: 0.031242 | val_loss: 0.0312424 | Time: 3056.51 ms
[2022-03-10 05:01:36 main:574] : INFO : Epoch 1985 | loss: 0.0312422 | val_loss: 0.0312418 | Time: 3032.1 ms
[2022-03-10 05:01:39 main:574] : INFO : Epoch 1986 | loss: 0.0312421 | val_loss: 0.0312421 | Time: 2985.13 ms
[2022-03-10 05:01:42 main:574] : INFO : Epoch 1987 | loss: 0.0312424 | val_loss: 0.0312422 | Time: 2966.47 ms
[2022-03-10 05:01:45 main:574] : INFO : Epoch 1988 | loss: 0.0312423 | val_loss: 0.0312418 | Time: 3010.11 ms
[2022-03-10 05:01:48 main:574] : INFO : Epoch 1989 | loss: 0.0312423 | val_loss: 0.0312422 | Time: 2981.47 ms
[2022-03-10 05:01:51 main:574] : INFO : Epoch 1990 | loss: 0.031242 | val_loss: 0.0312419 | Time: 2955.36 ms
[2022-03-10 05:01:54 main:574] : INFO : Epoch 1991 | loss: 0.0312422 | val_loss: 0.031242 | Time: 2947.85 ms
[2022-03-10 05:01:57 main:574] : INFO : Epoch 1992 | loss: 0.0312436 | val_loss: 0.031243 | Time: 2936.05 ms
[2022-03-10 05:02:00 main:574] : INFO : Epoch 1993 | loss: 0.0312433 | val_loss: 0.0312424 | Time: 2960.42 ms
[2022-03-10 05:02:03 main:574] : INFO : Epoch 1994 | loss: 0.0312426 | val_loss: 0.0312438 | Time: 3010.76 ms
[2022-03-10 05:02:06 main:574] : INFO : Epoch 1995 | loss: 0.0312429 | val_loss: 0.0312424 | Time: 2934.33 ms
[2022-03-10 05:02:09 main:574] : INFO : Epoch 1996 | loss: 0.0312427 | val_loss: 0.0312429 | Time: 3054.23 ms
[2022-03-10 05:02:12 main:574] : INFO : Epoch 1997 | loss: 0.0312424 | val_loss: 0.0312418 | Time: 2960.23 ms
[2022-03-10 05:02:15 main:574] : INFO : Epoch 1998 | loss: 0.0312423 | val_loss: 0.0312427 | Time: 3113.2 ms
[2022-03-10 05:02:18 main:574] : INFO : Epoch 1999 | loss: 0.0312424 | val_loss: 0.0312425 | Time: 3049.18 ms
[2022-03-10 05:02:21 main:574] : INFO : Epoch 2000 | loss: 0.0312426 | val_loss: 0.0312426 | Time: 3065.27 ms
[2022-03-10 05:02:24 main:574] : INFO : Epoch 2001 | loss: 0.0312423 | val_loss: 0.0312429 | Time: 3010.9 ms
[2022-03-10 05:02:27 main:574] : INFO : Epoch 2002 | loss: 0.0312423 | val_loss: 0.0312419 | Time: 2956.21 ms
[2022-03-10 05:02:30 main:574] : INFO : Epoch 2003 | loss: 0.0312422 | val_loss: 0.0312419 | Time: 2907.43 ms
[2022-03-10 05:02:33 main:574] : INFO : Epoch 2004 | loss: 0.0312421 | val_loss: 0.0312421 | Time: 3099.83 ms
[2022-03-10 05:02:36 main:574] : INFO : Epoch 2005 | loss: 0.0312423 | val_loss: 0.0312426 | Time: 3047.64 ms
[2022-03-10 05:02:39 main:574] : INFO : Epoch 2006 | loss: 0.0312424 | val_loss: 0.0312416 | Time: 3040 ms
[2022-03-10 05:02:42 main:574] : INFO : Epoch 2007 | loss: 0.0312421 | val_loss: 0.0312424 | Time: 2995.93 ms
[2022-03-10 05:02:45 main:574] : INFO : Epoch 2008 | loss: 0.0312427 | val_loss: 0.031244 | Time: 2954.3 ms
[2022-03-10 05:02:48 main:574] : INFO : Epoch 2009 | loss: 0.0312428 | val_loss: 0.0312428 | Time: 2934.27 ms
[2022-03-10 05:02:51 main:574] : INFO : Epoch 2010 | loss: 0.0312433 | val_loss: 0.0312432 | Time: 3029.56 ms
[2022-03-10 05:02:54 main:574] : INFO : Epoch 2011 | loss: 0.0312443 | val_loss: 0.0312428 | Time: 3014.24 ms
[2022-03-10 05:02:57 main:574] : INFO : Epoch 2012 | loss: 0.0312438 | val_loss: 0.0312422 | Time: 2872.76 ms
[2022-03-10 05:03:00 main:574] : INFO : Epoch 2013 | loss: 0.0312428 | val_loss: 0.0312422 | Time: 2972.72 ms
[2022-03-10 05:03:03 main:574] : INFO : Epoch 2014 | loss: 0.031243 | val_loss: 0.0312422 | Time: 3004.89 ms
[2022-03-10 05:03:06 main:574] : INFO : Epoch 2015 | loss: 0.0312443 | val_loss: 0.0312455 | Time: 3052.61 ms
[2022-03-10 05:03:09 main:574] : INFO : Epoch 2016 | loss: 0.0312436 | val_loss: 0.0312428 | Time: 2878.71 ms
[2022-03-10 05:03:12 main:574] : INFO : Epoch 2017 | loss: 0.0312423 | val_loss: 0.0312419 | Time: 2930 ms
[2022-03-10 05:03:15 main:574] : INFO : Epoch 2018 | loss: 0.0312428 | val_loss: 0.0312449 | Time: 2885.09 ms
[2022-03-10 05:03:18 main:574] : INFO : Epoch 2019 | loss: 0.0312426 | val_loss: 0.0312419 | Time: 3068.59 ms
[2022-03-10 05:03:21 main:574] : INFO : Epoch 2020 | loss: 0.0312425 | val_loss: 0.0312418 | Time: 3076.62 ms
[2022-03-10 05:03:24 main:574] : INFO : Epoch 2021 | loss: 0.0312429 | val_loss: 0.0312431 | Time: 3002.61 ms
[2022-03-10 05:03:27 main:574] : INFO : Epoch 2022 | loss: 0.0312426 | val_loss: 0.0312417 | Time: 2898.81 ms
[2022-03-10 05:03:30 main:574] : INFO : Epoch 2023 | loss: 0.0312423 | val_loss: 0.0312429 | Time: 2936.75 ms
[2022-03-10 05:03:33 main:574] : INFO : Epoch 2024 | loss: 0.0312429 | val_loss: 0.0312419 | Time: 2974.42 ms
[2022-03-10 05:03:36 main:574] : INFO : Epoch 2025 | loss: 0.0312433 | val_loss: 0.0312429 | Time: 2943.07 ms
[2022-03-10 05:03:39 main:574] : INFO : Epoch 2026 | loss: 0.0312426 | val_loss: 0.0312416 | Time: 2940.94 ms
[2022-03-10 05:03:42 main:574] : INFO : Epoch 2027 | loss: 0.0312427 | val_loss: 0.031242 | Time: 2969.64 ms
[2022-03-10 05:03:44 main:574] : INFO : Epoch 2028 | loss: 0.0312429 | val_loss: 0.0312431 | Time: 2936.32 ms
[2022-03-10 05:03:47 main:574] : INFO : Epoch 2029 | loss: 0.031243 | val_loss: 0.0312426 | Time: 2973.08 ms
[2022-03-10 05:03:50 main:574] : INFO : Epoch 2030 | loss: 0.031243 | val_loss: 0.0312446 | Time: 2911.12 ms
[2022-03-10 05:03:53 main:574] : INFO : Epoch 2031 | loss: 0.0312445 | val_loss: 0.0312441 | Time: 2917.64 ms
[2022-03-10 05:03:56 main:574] : INFO : Epoch 2032 | loss: 0.0312424 | val_loss: 0.031242 | Time: 3050.15 ms
[2022-03-10 05:03:59 main:574] : INFO : Epoch 2033 | loss: 0.0312423 | val_loss: 0.0312429 | Time: 2971.79 ms
[2022-03-10 05:04:02 main:574] : INFO : Epoch 2034 | loss: 0.0312434 | val_loss: 0.0312455 | Time: 2992.41 ms
[2022-03-10 05:04:05 main:574] : INFO : Epoch 2035 | loss: 0.0312438 | val_loss: 0.031242 | Time: 3092.79 ms
[2022-03-10 05:04:08 main:574] : INFO : Epoch 2036 | loss: 0.0312432 | val_loss: 0.0312424 | Time: 2905.94 ms
[2022-03-10 05:04:11 main:574] : INFO : Epoch 2037 | loss: 0.031243 | val_loss: 0.0312431 | Time: 3000.73 ms
[2022-03-10 05:04:14 main:574] : INFO : Epoch 2038 | loss: 0.0312422 | val_loss: 0.0312444 | Time: 2989.76 ms
[2022-03-10 05:04:17 main:574] : INFO : Epoch 2039 | loss: 0.031243 | val_loss: 0.0312418 | Time: 2996.5 ms
[2022-03-10 05:04:20 main:574] : INFO : Epoch 2040 | loss: 0.031243 | val_loss: 0.0312465 | Time: 3017.73 ms
[2022-03-10 05:04:23 main:574] : INFO : Epoch 2041 | loss: 0.0312435 | val_loss: 0.0312424 | Time: 2961.01 ms
[2022-03-10 05:04:26 main:574] : INFO : Epoch 2042 | loss: 0.031243 | val_loss: 0.0312449 | Time: 3092.97 ms
[2022-03-10 05:04:29 main:574] : INFO : Epoch 2043 | loss: 0.0312448 | val_loss: 0.0312484 | Time: 3046.82 ms
[2022-03-10 05:04:32 main:574] : INFO : Epoch 2044 | loss: 0.031245 | val_loss: 0.031244 | Time: 2925.22 ms
[2022-03-10 05:04:35 main:574] : INFO : Epoch 2045 | loss: 0.0312435 | val_loss: 0.0312421 | Time: 2989.12 ms
[2022-03-10 05:04:38 main:574] : INFO : Epoch 2046 | loss: 0.031243 | val_loss: 0.0312418 | Time: 2998.42 ms
[2022-03-10 05:04:41 main:574] : INFO : Epoch 2047 | loss: 0.031243 | val_loss: 0.031242 | Time: 3003.47 ms
[2022-03-10 05:04:44 main:574] : INFO : Epoch 2048 | loss: 0.0312434 | val_loss: 0.0312446 | Time: 2896.7 ms
[2022-03-10 05:04:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312446
[2022-03-10 05:04:44 main:603] : INFO : Saving end state to config to file
[2022-03-10 05:04:44 main:608] : INFO : Success, exiting..
05:04:44 (5400): 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)