Task 14218948
| Name | ParityModified-1647041395-4361-3-0_1 |
| Workunit | 10983145 |
| Created | 2 Apr 2022, 0:29:44 UTC |
| Sent | 2 Apr 2022, 1:38:13 UTC |
| Report deadline | 10 Apr 2022, 1:38:13 UTC |
| Received | 4 Apr 2022, 4:34:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 14331 |
| Run time | 1 hours 42 min 5 sec |
| CPU time | 1 hours 34 min 47 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.031157 | val_loss: 0.0311565 | Time: 3001.45 ms [2022-04-03 21:08:21 main:574] : INFO : Epoch 1543 | loss: 0.0311544 | val_loss: 0.0311599 | Time: 2970.37 ms [2022-04-03 21:08:24 main:574] : INFO : Epoch 1544 | loss: 0.0311553 | val_loss: 0.0311584 | Time: 2976.39 ms [2022-04-03 21:08:27 main:574] : INFO : Epoch 1545 | loss: 0.031161 | val_loss: 0.031162 | Time: 2954.85 ms [2022-04-03 21:08:30 main:574] : INFO : Epoch 1546 | loss: 0.03116 | val_loss: 0.0311712 | Time: 2964.82 ms [2022-04-03 21:08:33 main:574] : INFO : Epoch 1547 | loss: 0.0311577 | val_loss: 0.0311575 | Time: 2920.95 ms [2022-04-03 21:08:36 main:574] : INFO : Epoch 1548 | loss: 0.0311529 | val_loss: 0.0311548 | Time: 2912.91 ms [2022-04-03 21:08:39 main:574] : INFO : Epoch 1549 | loss: 0.0311525 | val_loss: 0.031156 | Time: 3026.62 ms [2022-04-03 21:08:42 main:574] : INFO : Epoch 1550 | loss: 0.0311519 | val_loss: 0.0311557 | Time: 2923.28 ms [2022-04-03 21:08:45 main:574] : INFO : Epoch 1551 | loss: 0.0311527 | val_loss: 0.031155 | Time: 3028.21 ms [2022-04-03 21:08:48 main:574] : INFO : Epoch 1552 | loss: 0.0311513 | val_loss: 0.0311537 | Time: 2962.11 ms [2022-04-03 21:08:51 main:574] : INFO : Epoch 1553 | loss: 0.0311504 | val_loss: 0.0311527 | Time: 2903.97 ms [2022-04-03 21:08:54 main:574] : INFO : Epoch 1554 | loss: 0.0311504 | val_loss: 0.0311531 | Time: 2905.04 ms [2022-04-03 21:08:56 main:574] : INFO : Epoch 1555 | loss: 0.031152 | val_loss: 0.0311581 | Time: 2927.25 ms [2022-04-03 21:08:59 main:574] : INFO : Epoch 1556 | loss: 0.0311547 | val_loss: 0.0311572 | Time: 2963.72 ms [2022-04-03 21:09:02 main:574] : INFO : Epoch 1557 | loss: 0.0311552 | val_loss: 0.0311547 | Time: 3037.57 ms [2022-04-03 21:09:05 main:574] : INFO : Epoch 1558 | loss: 0.0311546 | val_loss: 0.0311539 | Time: 2937.74 ms [2022-04-03 21:09:08 main:574] : INFO : Epoch 1559 | loss: 0.0311531 | val_loss: 0.0311579 | Time: 3022.53 ms [2022-04-03 21:09:11 main:574] : INFO : Epoch 1560 | loss: 0.0311533 | val_loss: 0.0311588 | Time: 2931.57 ms [2022-04-03 21:09:14 main:574] : INFO : Epoch 1561 | loss: 0.0311536 | val_loss: 0.0311531 | Time: 3010.06 ms [2022-04-03 21:09:17 main:574] : INFO : Epoch 1562 | loss: 0.0311502 | val_loss: 0.0311548 | Time: 2967.15 ms [2022-04-03 21:09:20 main:574] : INFO : Epoch 1563 | loss: 0.0311506 | val_loss: 0.0311558 | Time: 2977.68 ms [2022-04-03 21:09:23 main:574] : INFO : Epoch 1564 | loss: 0.0311511 | val_loss: 0.0311524 | Time: 2971.68 ms [2022-04-03 21:09:26 main:574] : INFO : Epoch 1565 | loss: 0.0311507 | val_loss: 0.031152 | Time: 2895.09 ms [2022-04-03 21:09:29 main:574] : INFO : Epoch 1566 | loss: 0.0311492 | val_loss: 0.0311568 | Time: 2931.98 ms [2022-04-03 21:09:32 main:574] : INFO : Epoch 1567 | loss: 0.0311528 | val_loss: 0.0311527 | Time: 2944.06 ms [2022-04-03 21:09:35 main:574] : INFO : Epoch 1568 | loss: 0.0311503 | val_loss: 0.031158 | Time: 2986.52 ms [2022-04-03 21:09:38 main:574] : INFO : Epoch 1569 | loss: 0.0311492 | val_loss: 0.0311524 | Time: 3016.6 ms [2022-04-03 21:09:41 main:574] : INFO : Epoch 1570 | loss: 0.0311488 | val_loss: 0.0311547 | Time: 2885.18 ms [2022-04-03 21:09:44 main:574] : INFO : Epoch 1571 | loss: 0.0311491 | val_loss: 0.0311536 | Time: 2968.49 ms [2022-04-03 21:09:47 main:574] : INFO : Epoch 1572 | loss: 0.0311485 | val_loss: 0.0311543 | Time: 2886.71 ms [2022-04-03 21:09:50 main:574] : INFO : Epoch 1573 | loss: 0.0311492 | val_loss: 0.0311519 | Time: 2968.68 ms [2022-04-03 21:09:53 main:574] : INFO : Epoch 1574 | loss: 0.0311497 | val_loss: 0.0311672 | Time: 2925.28 ms [2022-04-03 21:09:56 main:574] : INFO : Epoch 1575 | loss: 0.0311552 | val_loss: 0.0311539 | Time: 2966.46 ms [2022-04-03 21:09:59 main:574] : INFO : Epoch 1576 | loss: 0.0311523 | val_loss: 0.0311514 | Time: 2953.19 ms [2022-04-03 21:10:02 main:574] : INFO : Epoch 1577 | loss: 0.0311522 | val_loss: 0.0311535 | Time: 2907.58 ms [2022-04-03 21:10:05 main:574] : INFO : Epoch 1578 | loss: 0.0311511 | val_loss: 0.0311571 | Time: 2953.67 ms [2022-04-03 21:10:08 main:574] : INFO : Epoch 1579 | loss: 0.0311526 | val_loss: 0.0311531 | Time: 2985.18 ms [2022-04-03 21:10:11 main:574] : INFO : Epoch 1580 | loss: 0.0311502 | val_loss: 0.0311554 | Time: 2955.52 ms [2022-04-03 21:10:14 main:574] : INFO : Epoch 1581 | loss: 0.0311511 | val_loss: 0.0311555 | Time: 3015.13 ms [2022-04-03 21:10:17 main:574] : INFO : Epoch 1582 | loss: 0.0311533 | val_loss: 0.0311557 | Time: 3001.19 ms [2022-04-03 21:10:20 main:574] : INFO : Epoch 1583 | loss: 0.0311542 | val_loss: 0.0311537 | Time: 2958.14 ms [2022-04-03 21:10:23 main:574] : INFO : Epoch 1584 | loss: 0.0311511 | val_loss: 0.0311528 | Time: 2942.26 ms [2022-04-03 21:10:26 main:574] : INFO : Epoch 1585 | loss: 0.0311517 | val_loss: 0.0311561 | Time: 2940.38 ms [2022-04-03 21:10:28 main:574] : INFO : Epoch 1586 | loss: 0.0311502 | val_loss: 0.0311514 | Time: 2918.33 ms [2022-04-03 21:10:31 main:574] : INFO : Epoch 1587 | loss: 0.0311491 | val_loss: 0.0311521 | Time: 2973.14 ms [2022-04-03 21:10:34 main:574] : INFO : Epoch 1588 | loss: 0.0311499 | val_loss: 0.0311535 | Time: 2942.25 ms [2022-04-03 21:10:37 main:574] : INFO : Epoch 1589 | loss: 0.0311501 | val_loss: 0.0311542 | Time: 2959.3 ms [2022-04-03 21:10:40 main:574] : INFO : Epoch 1590 | loss: 0.0311489 | val_loss: 0.0311519 | Time: 3011.05 ms [2022-04-03 21:10:43 main:574] : INFO : Epoch 1591 | loss: 0.0311516 | val_loss: 0.0311556 | Time: 2943.65 ms [2022-04-03 21:10:46 main:574] : INFO : Epoch 1592 | loss: 0.0311492 | val_loss: 0.0311536 | Time: 3001.26 ms [2022-04-03 21:10:49 main:574] : INFO : Epoch 1593 | loss: 0.0311482 | val_loss: 0.0311561 | Time: 2911.18 ms [2022-04-03 21:10:52 main:574] : INFO : Epoch 1594 | loss: 0.03115 | val_loss: 0.0311539 | Time: 2994.77 ms [2022-04-03 21:10:55 main:574] : INFO : Epoch 1595 | loss: 0.0311518 | val_loss: 0.0311577 | Time: 2851.98 ms [2022-04-03 21:10:58 main:574] : INFO : Epoch 1596 | loss: 0.0311497 | val_loss: 0.0311525 | Time: 3041.4 ms [2022-04-03 21:11:01 main:574] : INFO : Epoch 1597 | loss: 0.0311494 | val_loss: 0.0311552 | Time: 2869.92 ms [2022-04-03 21:11:04 main:574] : INFO : Epoch 1598 | loss: 0.0311474 | val_loss: 0.0311534 | Time: 2973.49 ms [2022-04-03 21:11:07 main:574] : INFO : Epoch 1599 | loss: 0.0311472 | val_loss: 0.0311528 | Time: 2902.07 ms [2022-04-03 21:11:10 main:574] : INFO : Epoch 1600 | loss: 0.0311491 | val_loss: 0.0311537 | Time: 2977.85 ms [2022-04-03 21:11:13 main:574] : INFO : Epoch 1601 | loss: 0.0311484 | val_loss: 0.0311528 | Time: 2924.76 ms [2022-04-03 21:11:16 main:574] : INFO : Epoch 1602 | loss: 0.0311475 | val_loss: 0.0311538 | Time: 2945.65 ms [2022-04-03 21:11:19 main:574] : INFO : Epoch 1603 | loss: 0.0311512 | val_loss: 0.0311539 | Time: 2888.72 ms [2022-04-03 21:11:22 main:574] : INFO : Epoch 1604 | loss: 0.0311529 | val_loss: 0.0311546 | Time: 2930.13 ms [2022-04-03 21:11:25 main:574] : INFO : Epoch 1605 | loss: 0.0311505 | val_loss: 0.031155 | Time: 2947.23 ms [2022-04-03 21:11:27 main:574] : INFO : Epoch 1606 | loss: 0.0311491 | val_loss: 0.0311567 | Time: 2909.59 ms [2022-04-03 21:11:30 main:574] : INFO : Epoch 1607 | loss: 0.0311476 | val_loss: 0.031152 | Time: 2959.68 ms [2022-04-03 21:11:33 main:574] : INFO : Epoch 1608 | loss: 0.0311462 | val_loss: 0.0311519 | Time: 2904.26 ms [2022-04-03 21:11:36 main:574] : INFO : Epoch 1609 | loss: 0.0311471 | val_loss: 0.031153 | Time: 2922.16 ms [2022-04-03 21:11:39 main:574] : INFO : Epoch 1610 | loss: 0.0311466 | val_loss: 0.0311542 | Time: 2959.95 ms [2022-04-03 21:11:42 main:574] : INFO : Epoch 1611 | loss: 0.0311513 | val_loss: 0.0311592 | Time: 2958.04 ms [2022-04-03 21:11:45 main:574] : INFO : Epoch 1612 | loss: 0.0311518 | val_loss: 0.0311561 | Time: 2958.88 ms [2022-04-03 21:11:48 main:574] : INFO : Epoch 1613 | loss: 0.0311466 | val_loss: 0.031153 | Time: 2903.06 ms [2022-04-03 21:11:51 main:574] : INFO : Epoch 1614 | loss: 0.0311451 | val_loss: 0.0311522 | Time: 2989.16 ms [2022-04-03 21:11:54 main:574] : INFO : Epoch 1615 | loss: 0.0311448 | val_loss: 0.0311511 | Time: 2962.36 ms [2022-04-03 21:11:57 main:574] : INFO : Epoch 1616 | loss: 0.031145 | val_loss: 0.0311518 | Time: 2926.28 ms [2022-04-03 21:12:00 main:574] : INFO : Epoch 1617 | loss: 0.0311451 | val_loss: 0.0311507 | Time: 3395.35 ms [2022-04-03 21:12:04 main:574] : INFO : Epoch 1618 | loss: 0.0311464 | val_loss: 0.0311506 | Time: 3370.79 ms [2022-04-03 21:12:07 main:574] : INFO : Epoch 1619 | loss: 0.0311459 | val_loss: 0.0311505 | Time: 3471.64 ms [2022-04-03 21:12:11 main:574] : INFO : Epoch 1620 | loss: 0.0311487 | val_loss: 0.0311634 | Time: 4005.23 ms [2022-04-03 21:12:15 main:574] : INFO : Epoch 1621 | loss: 0.0311473 | val_loss: 0.0311492 | Time: 3857.36 ms [2022-04-03 21:12:18 main:574] : INFO : Epoch 1622 | loss: 0.0311466 | val_loss: 0.0311507 | Time: 3454.76 ms [2022-04-03 21:12:22 main:574] : INFO : Epoch 1623 | loss: 0.031146 | val_loss: 0.0311492 | Time: 3630.3 ms [2022-04-03 21:12:56 main:574] : INFO : Epoch 1624 | loss: 0.0311452 | val_loss: 0.0311515 | Time: 33730.8 ms [2022-04-03 21:12:59 main:574] : INFO : Epoch 1625 | loss: 0.0311469 | val_loss: 0.0311515 | Time: 3544.99 ms [2022-04-03 21:13:03 main:574] : INFO : Epoch 1626 | loss: 0.0311496 | val_loss: 0.0311565 | Time: 3113.5 ms [2022-04-03 21:13:06 main:574] : INFO : Epoch 1627 | loss: 0.0311488 | val_loss: 0.0311531 | Time: 3097.29 ms [2022-04-03 21:13:09 main:574] : INFO : Epoch 1628 | loss: 0.0311509 | val_loss: 0.0311513 | Time: 3016.3 ms [2022-04-03 21:13:12 main:574] : INFO : Epoch 1629 | loss: 0.0311511 | val_loss: 0.0311519 | Time: 3078.17 ms [2022-04-03 21:13:15 main:574] : INFO : Epoch 1630 | loss: 0.03115 | val_loss: 0.0311512 | Time: 3176.19 ms [2022-04-03 21:13:18 main:574] : INFO : Epoch 1631 | loss: 0.0311477 | val_loss: 0.0311527 | Time: 3110.58 ms [2022-04-03 21:13:21 main:574] : INFO : Epoch 1632 | loss: 0.0311472 | val_loss: 0.031154 | Time: 3097.41 ms [2022-04-03 21:13:24 main:574] : INFO : Epoch 1633 | loss: 0.0311507 | val_loss: 0.0311482 | Time: 3080.73 ms [2022-04-03 21:13:27 main:574] : INFO : Epoch 1634 | loss: 0.0311477 | val_loss: 0.031148 | Time: 3095.5 ms [2022-04-03 21:13:31 main:574] : INFO : Epoch 1635 | loss: 0.0311457 | val_loss: 0.031149 | Time: 3203.88 ms [2022-04-03 21:13:34 main:574] : INFO : Epoch 1636 | loss: 0.0311453 | val_loss: 0.0311477 | Time: 3167.08 ms [2022-04-03 21:13:37 main:574] : INFO : Epoch 1637 | loss: 0.0311453 | val_loss: 0.0311497 | Time: 3011.85 ms [2022-04-03 21:13:40 main:574] : INFO : Epoch 1638 | loss: 0.0311453 | val_loss: 0.0311504 | Time: 3006.44 ms [2022-04-03 21:13:43 main:574] : INFO : Epoch 1639 | loss: 0.0311454 | val_loss: 0.0311485 | Time: 3036.7 ms [2022-04-03 21:13:46 main:574] : INFO : Epoch 1640 | loss: 0.0311466 | val_loss: 0.0311526 | Time: 2971.6 ms [2022-04-03 21:13:49 main:574] : INFO : Epoch 1641 | loss: 0.0311455 | val_loss: 0.0311493 | Time: 3063.7 ms [2022-04-03 21:13:52 main:574] : INFO : Epoch 1642 | loss: 0.0311469 | val_loss: 0.0311495 | Time: 2983 ms [2022-04-03 21:13:55 main:574] : INFO : Epoch 1643 | loss: 0.0311463 | val_loss: 0.0311513 | Time: 2905.75 ms [2022-04-03 21:13:58 main:574] : INFO : Epoch 1644 | loss: 0.0311463 | val_loss: 0.0311511 | Time: 2991.41 ms [2022-04-03 21:14:01 main:574] : INFO : Epoch 1645 | loss: 0.0311458 | val_loss: 0.0311511 | Time: 2918.81 ms [2022-04-03 21:14:04 main:574] : INFO : Epoch 1646 | loss: 0.0311451 | val_loss: 0.0311534 | Time: 2959.29 ms [2022-04-03 21:14:07 main:574] : INFO : Epoch 1647 | loss: 0.0311462 | val_loss: 0.0311484 | Time: 2905.61 ms [2022-04-03 21:14:09 main:574] : INFO : Epoch 1648 | loss: 0.031146 | val_loss: 0.0311539 | Time: 2875.29 ms [2022-04-03 21:14:12 main:574] : INFO : Epoch 1649 | loss: 0.0311478 | val_loss: 0.0311508 | Time: 2926.51 ms [2022-04-03 21:14:15 main:574] : INFO : Epoch 1650 | loss: 0.0311442 | val_loss: 0.0311532 | Time: 2926.93 ms [2022-04-03 21:14:18 main:574] : INFO : Epoch 1651 | loss: 0.0311446 | val_loss: 0.0311518 | Time: 2933.25 ms [2022-04-03 21:14:21 main:574] : INFO : Epoch 1652 | loss: 0.031144 | val_loss: 0.0311513 | Time: 2993.97 ms [2022-04-03 21:14:24 main:574] : INFO : Epoch 1653 | loss: 0.0311437 | val_loss: 0.0311499 | Time: 2919.72 ms [2022-04-03 21:14:27 main:574] : INFO : Epoch 1654 | loss: 0.0311436 | val_loss: 0.0311493 | Time: 2969.15 ms [2022-04-03 21:14:30 main:574] : INFO : Epoch 1655 | loss: 0.0311429 | val_loss: 0.0311512 | Time: 2916.34 ms [2022-04-03 21:14:33 main:574] : INFO : Epoch 1656 | loss: 0.0311436 | val_loss: 0.0311511 | Time: 2855.47 ms [2022-04-03 21:14:36 main:574] : INFO : Epoch 1657 | loss: 0.0311424 | val_loss: 0.0311519 | Time: 3061.98 ms [2022-04-03 21:14:39 main:574] : INFO : Epoch 1658 | loss: 0.0311445 | val_loss: 0.0311527 | Time: 2956.49 ms [2022-04-03 21:14:42 main:574] : INFO : Epoch 1659 | loss: 0.0311482 | val_loss: 0.0311481 | Time: 2933.45 ms [2022-04-03 21:14:45 main:574] : INFO : Epoch 1660 | loss: 0.0311467 | val_loss: 0.0311489 | Time: 2910.49 ms [2022-04-03 21:14:48 main:574] : INFO : Epoch 1661 | loss: 0.0311525 | val_loss: 0.0311595 | Time: 2909.15 ms [2022-04-03 21:14:51 main:574] : INFO : Epoch 1662 | loss: 0.0311542 | val_loss: 0.0311547 | Time: 2897.47 ms [2022-04-03 21:14:53 main:574] : INFO : Epoch 1663 | loss: 0.0311537 | val_loss: 0.031155 | Time: 2887.74 ms [2022-04-03 21:14:56 main:574] : INFO : Epoch 1664 | loss: 0.0311542 | val_loss: 0.0311535 | Time: 2966.19 ms [2022-04-03 21:14:59 main:574] : INFO : Epoch 1665 | loss: 0.0311523 | val_loss: 0.0311539 | Time: 2909.84 ms [2022-04-03 21:15:02 main:574] : INFO : Epoch 1666 | loss: 0.0311511 | val_loss: 0.0311548 | Time: 2922.1 ms [2022-04-03 21:15:05 main:574] : INFO : Epoch 1667 | loss: 0.0311514 | val_loss: 0.0311549 | Time: 2933.26 ms [2022-04-03 21:15:08 main:574] : INFO : Epoch 1668 | loss: 0.031151 | val_loss: 0.0311511 | Time: 2854.17 ms [2022-04-03 21:15:11 main:574] : INFO : Epoch 1669 | loss: 0.0311512 | val_loss: 0.0311524 | Time: 2962.6 ms [2022-04-03 21:15:14 main:574] : INFO : Epoch 1670 | loss: 0.0311513 | val_loss: 0.0311537 | Time: 2951.88 ms [2022-04-03 21:15:17 main:574] : INFO : Epoch 1671 | loss: 0.0311489 | val_loss: 0.0311527 | Time: 3074.28 ms [2022-04-03 21:15:20 main:574] : INFO : Epoch 1672 | loss: 0.0311491 | val_loss: 0.031149 | Time: 3028.19 ms [2022-04-03 21:15:23 main:574] : INFO : Epoch 1673 | loss: 0.0311475 | val_loss: 0.0311493 | Time: 2973.65 ms [2022-04-03 21:15:26 main:574] : INFO : Epoch 1674 | loss: 0.0311459 | val_loss: 0.0311484 | Time: 2966.19 ms [2022-04-03 21:15:29 main:574] : INFO : Epoch 1675 | loss: 0.0311482 | val_loss: 0.031148 | Time: 2947.33 ms [2022-04-03 21:15:32 main:574] : INFO : Epoch 1676 | loss: 0.0311475 | val_loss: 0.0311457 | Time: 2888.94 ms [2022-04-03 21:15:35 main:574] : INFO : Epoch 1677 | loss: 0.0311465 | val_loss: 0.0311475 | Time: 2983.38 ms [2022-04-03 21:15:38 main:574] : INFO : Epoch 1678 | loss: 0.0311473 | val_loss: 0.0311556 | Time: 2945.16 ms [2022-04-03 21:15:41 main:574] : INFO : Epoch 1679 | loss: 0.0311553 | val_loss: 0.0311577 | Time: 2882.63 ms [2022-04-03 21:15:44 main:574] : INFO : Epoch 1680 | loss: 0.0311563 | val_loss: 0.0311558 | Time: 2934.97 ms [2022-04-03 21:15:47 main:574] : INFO : Epoch 1681 | loss: 0.0311514 | val_loss: 0.0311587 | Time: 2939.13 ms [2022-04-03 21:15:49 main:574] : INFO : Epoch 1682 | loss: 0.03115 | val_loss: 0.0311564 | Time: 2919.2 ms [2022-04-03 21:15:52 main:574] : INFO : Epoch 1683 | loss: 0.0311478 | val_loss: 0.0311543 | Time: 2941.67 ms [2022-04-03 21:15:55 main:574] : INFO : Epoch 1684 | loss: 0.0311484 | val_loss: 0.0311558 | Time: 2998.68 ms [2022-04-03 21:15:58 main:574] : INFO : Epoch 1685 | loss: 0.0311466 | val_loss: 0.0311546 | Time: 2893.27 ms [2022-04-03 21:16:01 main:574] : INFO : Epoch 1686 | loss: 0.0311449 | val_loss: 0.0311553 | Time: 2895.49 ms [2022-04-03 21:16:04 main:574] : INFO : Epoch 1687 | loss: 0.0311458 | val_loss: 0.0311581 | Time: 2982.14 ms [2022-04-03 21:16:07 main:574] : INFO : Epoch 1688 | loss: 0.0311447 | val_loss: 0.0311506 | Time: 2951.03 ms [2022-04-03 21:16:10 main:574] : INFO : Epoch 1689 | loss: 0.0311431 | val_loss: 0.0311507 | Time: 3002.91 ms [2022-04-03 21:16:13 main:574] : INFO : Epoch 1690 | loss: 0.0311456 | val_loss: 0.0311563 | Time: 2911.32 ms [2022-04-03 21:16:16 main:574] : INFO : Epoch 1691 | loss: 0.0311488 | val_loss: 0.0311538 | Time: 3048.66 ms [2022-04-03 21:16:19 main:574] : INFO : Epoch 1692 | loss: 0.0311457 | val_loss: 0.0311534 | Time: 2948.28 ms [2022-04-03 21:16:22 main:574] : INFO : Epoch 1693 | loss: 0.0311467 | val_loss: 0.0311545 | Time: 2987.34 ms [2022-04-03 21:16:25 main:574] : INFO : Epoch 1694 | loss: 0.0311467 | val_loss: 0.0311493 | Time: 2966.33 ms [2022-04-03 21:16:28 main:574] : INFO : Epoch 1695 | loss: 0.031144 | val_loss: 0.0311489 | Time: 2874.7 ms [2022-04-03 21:16:31 main:574] : INFO : Epoch 1696 | loss: 0.0311425 | val_loss: 0.0311513 | Time: 2959.56 ms [2022-04-03 21:16:34 main:574] : INFO : Epoch 1697 | loss: 0.0311419 | val_loss: 0.0311491 | Time: 2898.47 ms [2022-04-03 21:16:37 main:574] : INFO : Epoch 1698 | loss: 0.0311435 | val_loss: 0.0311483 | Time: 3007.7 ms [2022-04-03 21:16:40 main:574] : INFO : Epoch 1699 | loss: 0.031142 | val_loss: 0.0311505 | Time: 2915.56 ms [2022-04-03 21:16:43 main:574] : INFO : Epoch 1700 | loss: 0.0311425 | val_loss: 0.0311493 | Time: 2965.64 ms [2022-04-03 21:16:46 main:574] : INFO : Epoch 1701 | loss: 0.0311426 | val_loss: 0.0311489 | Time: 2962.52 ms [2022-04-03 21:16:48 main:574] : INFO : Epoch 1702 | loss: 0.0311423 | val_loss: 0.0311497 | Time: 2859.46 ms [2022-04-03 21:16:51 main:574] : INFO : Epoch 1703 | loss: 0.0311459 | val_loss: 0.0311488 | Time: 2989.44 ms [2022-04-03 21:16:54 main:574] : INFO : Epoch 1704 | loss: 0.0311436 | val_loss: 0.0311484 | Time: 2960.65 ms [2022-04-03 21:16:57 main:574] : INFO : Epoch 1705 | loss: 0.0311428 | val_loss: 0.0311499 | Time: 2904.14 ms [2022-04-03 21:17:00 main:574] : INFO : Epoch 1706 | loss: 0.0311442 | val_loss: 0.0311447 | Time: 2889.64 ms [2022-04-03 21:17:03 main:574] : INFO : Epoch 1707 | loss: 0.0311445 | val_loss: 0.0311451 | Time: 2954.45 ms [2022-04-03 21:17:06 main:574] : INFO : Epoch 1708 | loss: 0.0311447 | val_loss: 0.0311466 | Time: 2919.54 ms [2022-04-03 21:17:09 main:574] : INFO : Epoch 1709 | loss: 0.0311426 | val_loss: 0.0311447 | Time: 2900.86 ms [2022-04-03 21:17:12 main:574] : INFO : Epoch 1710 | loss: 0.0311438 | val_loss: 0.0311464 | Time: 3015.65 ms [2022-04-03 21:17:15 main:574] : INFO : Epoch 1711 | loss: 0.0311472 | val_loss: 0.0311479 | Time: 2868.1 ms [2022-04-03 21:17:18 main:574] : INFO : Epoch 1712 | loss: 0.0311451 | val_loss: 0.0311427 | Time: 2935.58 ms [2022-04-03 21:17:21 main:574] : INFO : Epoch 1713 | loss: 0.0311457 | val_loss: 0.0311505 | Time: 2904.2 ms [2022-04-03 21:17:24 main:574] : INFO : Epoch 1714 | loss: 0.0311446 | val_loss: 0.031146 | Time: 2932.02 ms [2022-04-03 21:17:27 main:574] : INFO : Epoch 1715 | loss: 0.0311432 | val_loss: 0.0311475 | Time: 2912.16 ms [2022-04-03 21:17:30 main:574] : INFO : Epoch 1716 | loss: 0.0311426 | val_loss: 0.0311464 | Time: 3055.41 ms [2022-04-03 21:17:33 main:574] : INFO : Epoch 1717 | loss: 0.0311444 | val_loss: 0.0311479 | Time: 2935.72 ms [2022-04-03 21:17:36 main:574] : INFO : Epoch 1718 | loss: 0.0311457 | val_loss: 0.0311477 | Time: 3017.1 ms [2022-04-03 21:17:39 main:574] : INFO : Epoch 1719 | loss: 0.0311454 | val_loss: 0.0311477 | Time: 2947.17 ms [2022-04-03 21:17:42 main:574] : INFO : Epoch 1720 | loss: 0.0311436 | val_loss: 0.0311459 | Time: 2917.14 ms [2022-04-03 21:17:45 main:574] : INFO : Epoch 1721 | loss: 0.0311412 | val_loss: 0.0311458 | Time: 3028.97 ms [2022-04-03 21:17:47 main:574] : INFO : Epoch 1722 | loss: 0.0311418 | val_loss: 0.0311467 | Time: 2958.35 ms [2022-04-03 21:17:50 main:574] : INFO : Epoch 1723 | loss: 0.031146 | val_loss: 0.0311463 | Time: 2983.61 ms [2022-04-03 21:17:53 main:574] : INFO : Epoch 1724 | loss: 0.031143 | val_loss: 0.0311458 | Time: 2935.45 ms [2022-04-03 21:17:56 main:574] : INFO : Epoch 1725 | loss: 0.031141 | val_loss: 0.0311453 | Time: 2886.13 ms [2022-04-03 21:17:59 main:574] : INFO : Epoch 1726 | loss: 0.0311425 | val_loss: 0.0311466 | Time: 2966.66 ms [2022-04-03 21:18:02 main:574] : INFO : Epoch 1727 | loss: 0.0311442 | val_loss: 0.0311453 | Time: 2941.75 ms [2022-04-03 21:18:05 main:574] : INFO : Epoch 1728 | loss: 0.0311406 | val_loss: 0.0311447 | Time: 3017.84 ms [2022-04-03 21:18:08 main:574] : INFO : Epoch 1729 | loss: 0.0311395 | val_loss: 0.0311478 | Time: 2940.08 ms [2022-04-03 21:18:11 main:574] : INFO : Epoch 1730 | loss: 0.0311418 | val_loss: 0.0311455 | Time: 2935.3 ms [2022-04-03 21:18:14 main:574] : INFO : Epoch 1731 | loss: 0.0311402 | val_loss: 0.0311499 | Time: 2983.48 ms [2022-04-03 21:18:17 main:574] : INFO : Epoch 1732 | loss: 0.0311474 | val_loss: 0.0311471 | Time: 3018.11 ms [2022-04-03 21:18:20 main:574] : INFO : Epoch 1733 | loss: 0.0311429 | val_loss: 0.0311439 | Time: 2975.41 ms [2022-04-03 21:18:23 main:574] : INFO : Epoch 1734 | loss: 0.0311412 | val_loss: 0.0311411 | Time: 2919.33 ms [2022-04-03 21:18:26 main:574] : INFO : Epoch 1735 | loss: 0.0311398 | val_loss: 0.0311435 | Time: 2922.89 ms [2022-04-03 21:18:29 main:574] : INFO : Epoch 1736 | loss: 0.0311394 | val_loss: 0.0311431 | Time: 2982.17 ms [2022-04-03 21:18:32 main:574] : INFO : Epoch 1737 | loss: 0.0311408 | val_loss: 0.0311436 | Time: 2907.67 ms [2022-04-03 21:18:35 main:574] : INFO : Epoch 1738 | loss: 0.0311429 | val_loss: 0.0311585 | Time: 2891.66 ms [2022-04-03 21:18:38 main:574] : INFO : Epoch 1739 | loss: 0.0311483 | val_loss: 0.0311474 | Time: 2916.73 ms [2022-04-03 21:18:41 main:574] : INFO : Epoch 1740 | loss: 0.0311482 | val_loss: 0.0311486 | Time: 2930.19 ms [2022-04-03 21:18:44 main:574] : INFO : Epoch 1741 | loss: 0.0311461 | val_loss: 0.031147 | Time: 2931.81 ms [2022-04-03 21:18:46 main:574] : INFO : Epoch 1742 | loss: 0.031144 | val_loss: 0.0311472 | Time: 2894.21 ms [2022-04-03 21:18:49 main:574] : INFO : Epoch 1743 | loss: 0.031144 | val_loss: 0.0311513 | Time: 2963.57 ms [2022-04-03 21:18:52 main:574] : INFO : Epoch 1744 | loss: 0.0311425 | val_loss: 0.0311504 | Time: 2971.13 ms [2022-04-03 21:18:55 main:574] : INFO : Epoch 1745 | loss: 0.0311409 | val_loss: 0.0311484 | Time: 3014.67 ms [2022-04-03 21:18:58 main:574] : INFO : Epoch 1746 | loss: 0.0311412 | val_loss: 0.0311486 | Time: 3014.8 ms [2022-04-03 21:19:01 main:574] : INFO : Epoch 1747 | loss: 0.0311398 | val_loss: 0.0311445 | Time: 2924.38 ms [2022-04-03 21:19:04 main:574] : INFO : Epoch 1748 | loss: 0.0311381 | val_loss: 0.0311484 | Time: 2909.62 ms [2022-04-03 21:19:07 main:574] : INFO : Epoch 1749 | loss: 0.0311381 | val_loss: 0.0311438 | Time: 2922.83 ms [2022-04-03 21:19:10 main:574] : INFO : Epoch 1750 | loss: 0.0311371 | val_loss: 0.0311459 | Time: 2875.5 ms [2022-04-03 21:19:13 main:574] : INFO : Epoch 1751 | loss: 0.0311378 | val_loss: 0.0311447 | Time: 3065.02 ms [2022-04-03 21:19:16 main:574] : INFO : Epoch 1752 | loss: 0.03114 | val_loss: 0.0311449 | Time: 2983.38 ms [2022-04-03 21:19:19 main:574] : INFO : Epoch 1753 | loss: 0.0311399 | val_loss: 0.0311467 | Time: 2915.39 ms [2022-04-03 21:19:22 main:574] : INFO : Epoch 1754 | loss: 0.0311394 | val_loss: 0.0311443 | Time: 2958.65 ms [2022-04-03 21:19:25 main:574] : INFO : Epoch 1755 | loss: 0.0311386 | val_loss: 0.0311463 | Time: 2950.52 ms [2022-04-03 21:19:28 main:574] : INFO : Epoch 1756 | loss: 0.0311392 | val_loss: 0.0311436 | Time: 2870.53 ms [2022-04-03 21:19:31 main:574] : INFO : Epoch 1757 | loss: 0.0311387 | val_loss: 0.0311441 | Time: 2876.61 ms [2022-04-03 21:19:34 main:574] : INFO : Epoch 1758 | loss: 0.0311364 | val_loss: 0.0311425 | Time: 2856.43 ms [2022-04-03 21:19:37 main:574] : INFO : Epoch 1759 | loss: 0.0311384 | val_loss: 0.0311435 | Time: 2973.1 ms [2022-04-03 21:19:40 main:574] : INFO : Epoch 1760 | loss: 0.0311367 | val_loss: 0.0311477 | Time: 3007.41 ms [2022-04-03 21:19:42 main:574] : INFO : Epoch 1761 | loss: 0.0311368 | val_loss: 0.0311479 | Time: 2889.49 ms [2022-04-03 21:19:45 main:574] : INFO : Epoch 1762 | loss: 0.031139 | val_loss: 0.0311492 | Time: 2929.41 ms [2022-04-03 21:19:48 main:574] : INFO : Epoch 1763 | loss: 0.0311396 | val_loss: 0.0311459 | Time: 2935.12 ms [2022-04-03 21:19:51 main:574] : INFO : Epoch 1764 | loss: 0.0311378 | val_loss: 0.0311482 | Time: 2876.8 ms [2022-04-03 21:19:54 main:574] : INFO : Epoch 1765 | loss: 0.0311363 | val_loss: 0.0311482 | Time: 2912.87 ms [2022-04-03 21:19:57 main:574] : INFO : Epoch 1766 | loss: 0.0311354 | val_loss: 0.0311474 | Time: 2921.38 ms [2022-04-03 21:20:00 main:574] : INFO : Epoch 1767 | loss: 0.0311364 | val_loss: 0.0311475 | Time: 2976.58 ms [2022-04-03 21:20:03 main:574] : INFO : Epoch 1768 | loss: 0.0311356 | val_loss: 0.0311468 | Time: 2928.99 ms [2022-04-03 21:20:06 main:574] : INFO : Epoch 1769 | loss: 0.0311344 | val_loss: 0.0311451 | Time: 2907.24 ms [2022-04-03 21:20:09 main:574] : INFO : Epoch 1770 | loss: 0.0311359 | val_loss: 0.031149 | Time: 2933.66 ms [2022-04-03 21:20:12 main:574] : INFO : Epoch 1771 | loss: 0.0311365 | val_loss: 0.0311555 | Time: 2927.24 ms [2022-04-03 21:20:15 main:574] : INFO : Epoch 1772 | loss: 0.0311393 | val_loss: 0.0311493 | Time: 2850.57 ms [2022-04-03 21:20:18 main:574] : INFO : Epoch 1773 | loss: 0.0311483 | val_loss: 0.0311689 | Time: 3008.85 ms [2022-04-03 21:20:20 main:574] : INFO : Epoch 1774 | loss: 0.0518751 | val_loss: 0.051421 | Time: 2857.43 ms [2022-04-03 21:20:23 main:574] : INFO : Epoch 1775 | loss: 0.0944494 | val_loss: 0.0329736 | Time: 3034.52 ms [2022-04-03 21:20:26 main:574] : INFO : Epoch 1776 | loss: 0.0368606 | val_loss: 0.0317633 | Time: 2957.29 ms [2022-04-03 21:20:29 main:574] : INFO : Epoch 1777 | loss: 0.0319607 | val_loss: 0.031605 | Time: 2950.5 ms [2022-04-03 21:20:32 main:574] : INFO : Epoch 1778 | loss: 0.0314052 | val_loss: 0.0313488 | Time: 2920.91 ms [2022-04-03 21:20:35 main:574] : INFO : Epoch 1779 | loss: 0.0312949 | val_loss: 0.0312854 | Time: 2985.69 ms [2022-04-03 21:20:38 main:574] : INFO : Epoch 1780 | loss: 0.0312711 | val_loss: 0.0312697 | Time: 2975.38 ms [2022-04-03 21:20:41 main:574] : INFO : Epoch 1781 | loss: 0.031264 | val_loss: 0.0312645 | Time: 2965.78 ms [2022-04-03 21:20:44 main:574] : INFO : Epoch 1782 | loss: 0.0312606 | val_loss: 0.0312622 | Time: 2929.58 ms [2022-04-03 21:20:47 main:574] : INFO : Epoch 1783 | loss: 0.0312585 | val_loss: 0.0312597 | Time: 2880.22 ms [2022-04-03 21:20:50 main:574] : INFO : Epoch 1784 | loss: 0.0312566 | val_loss: 0.0312582 | Time: 2935.86 ms [2022-04-03 21:20:53 main:574] : INFO : Epoch 1785 | loss: 0.0312554 | val_loss: 0.0312572 | Time: 2933.92 ms [2022-04-03 21:20:56 main:574] : INFO : Epoch 1786 | loss: 0.0312542 | val_loss: 0.0312559 | Time: 2916.3 ms [2022-04-03 21:20:59 main:574] : INFO : Epoch 1787 | loss: 0.0312529 | val_loss: 0.0312545 | Time: 3038.82 ms [2022-04-03 21:21:02 main:574] : INFO : Epoch 1788 | loss: 0.0312512 | val_loss: 0.0312529 | Time: 2920.71 ms [2022-04-03 21:21:05 main:574] : INFO : Epoch 1789 | loss: 0.0312492 | val_loss: 0.0312502 | Time: 2876.26 ms [2022-04-03 21:21:08 main:574] : INFO : Epoch 1790 | loss: 0.0312456 | val_loss: 0.0312439 | Time: 2937.01 ms [2022-04-03 21:21:11 main:574] : INFO : Epoch 1791 | loss: 0.0312408 | val_loss: 0.0312409 | Time: 2880 ms [2022-04-03 21:21:13 main:574] : INFO : Epoch 1792 | loss: 0.031238 | val_loss: 0.0312384 | Time: 2939.72 ms [2022-04-03 21:21:16 main:574] : INFO : Epoch 1793 | loss: 0.0312357 | val_loss: 0.0312362 | Time: 2972.66 ms [2022-04-03 21:21:19 main:574] : INFO : Epoch 1794 | loss: 0.0312336 | val_loss: 0.0312344 | Time: 2836.17 ms [2022-04-03 21:21:22 main:574] : INFO : Epoch 1795 | loss: 0.0312317 | val_loss: 0.0312329 | Time: 2918.26 ms [2022-04-03 21:21:25 main:574] : INFO : Epoch 1796 | loss: 0.0312301 | val_loss: 0.0312316 | Time: 2968.99 ms [2022-04-03 21:21:28 main:574] : INFO : Epoch 1797 | loss: 0.0312284 | val_loss: 0.0312305 | Time: 2883.83 ms [2022-04-03 21:21:31 main:574] : INFO : Epoch 1798 | loss: 0.0312325 | val_loss: 0.0312409 | Time: 2940.75 ms [2022-04-03 21:21:34 main:574] : INFO : Epoch 1799 | loss: 0.0312368 | val_loss: 0.0312338 | Time: 2963.34 ms [2022-04-03 21:21:37 main:574] : INFO : Epoch 1800 | loss: 0.0312226 | val_loss: 0.0312204 | Time: 2919.3 ms [2022-04-03 21:21:40 main:574] : INFO : Epoch 1801 | loss: 0.0312141 | val_loss: 0.0312132 | Time: 2914.02 ms [2022-04-03 21:21:43 main:574] : INFO : Epoch 1802 | loss: 0.0312097 | val_loss: 0.0312096 | Time: 2898 ms [2022-04-03 21:21:46 main:574] : INFO : Epoch 1803 | loss: 0.031206 | val_loss: 0.0312063 | Time: 2901.47 ms [2022-04-03 21:21:49 main:574] : INFO : Epoch 1804 | loss: 0.0312032 | val_loss: 0.0312045 | Time: 2956.83 ms [2022-04-03 21:21:52 main:574] : INFO : Epoch 1805 | loss: 0.0312007 | val_loss: 0.0312029 | Time: 2919.11 ms [2022-04-03 21:21:54 main:574] : INFO : Epoch 1806 | loss: 0.0311978 | val_loss: 0.0311999 | Time: 2962.05 ms [2022-04-03 21:21:57 main:574] : INFO : Epoch 1807 | loss: 0.0311948 | val_loss: 0.0311978 | Time: 3007.01 ms [2022-04-03 21:22:00 main:574] : INFO : Epoch 1808 | loss: 0.0311934 | val_loss: 0.031197 | Time: 2840.67 ms [2022-04-03 21:22:03 main:574] : INFO : Epoch 1809 | loss: 0.0311925 | val_loss: 0.0311959 | Time: 2922.57 ms [2022-04-03 21:22:06 main:574] : INFO : Epoch 1810 | loss: 0.0311915 | val_loss: 0.0311952 | Time: 2895.22 ms [2022-04-03 21:22:09 main:574] : INFO : Epoch 1811 | loss: 0.0311911 | val_loss: 0.0311949 | Time: 2947.18 ms [2022-04-03 21:22:12 main:574] : INFO : Epoch 1812 | loss: 0.0311904 | val_loss: 0.0311942 | Time: 2865.22 ms [2022-04-03 21:22:15 main:574] : INFO : Epoch 1813 | loss: 0.0311898 | val_loss: 0.0311938 | Time: 2963.35 ms [2022-04-03 21:22:18 main:574] : INFO : Epoch 1814 | loss: 0.0311894 | val_loss: 0.0311932 | Time: 2938.68 ms [2022-04-03 21:22:21 main:574] : INFO : Epoch 1815 | loss: 0.031189 | val_loss: 0.0311934 | Time: 2867.82 ms [2022-04-03 21:22:24 main:574] : INFO : Epoch 1816 | loss: 0.0311882 | val_loss: 0.0311924 | Time: 2937.17 ms [2022-04-03 21:22:27 main:574] : INFO : Epoch 1817 | loss: 0.0311873 | val_loss: 0.0311912 | Time: 2924.54 ms [2022-04-03 21:22:30 main:574] : INFO : Epoch 1818 | loss: 0.0311866 | val_loss: 0.0311906 | Time: 2916.99 ms [2022-04-03 21:22:32 main:574] : INFO : Epoch 1819 | loss: 0.0311855 | val_loss: 0.0311896 | Time: 2954.14 ms [2022-04-03 21:22:35 main:574] : INFO : Epoch 1820 | loss: 0.0311848 | val_loss: 0.0311892 | Time: 2943.18 ms [2022-04-03 21:22:38 main:574] : INFO : Epoch 1821 | loss: 0.0311839 | val_loss: 0.0311883 | Time: 2938.75 ms [2022-04-03 21:22:41 main:574] : INFO : Epoch 1822 | loss: 0.0311833 | val_loss: 0.0311876 | Time: 2942.48 ms [2022-04-03 21:22:44 main:574] : INFO : Epoch 1823 | loss: 0.0311831 | val_loss: 0.031187 | Time: 2917.79 ms [2022-04-03 21:22:47 main:574] : INFO : Epoch 1824 | loss: 0.031182 | val_loss: 0.0311863 | Time: 2944.47 ms [2022-04-03 21:22:50 main:574] : INFO : Epoch 1825 | loss: 0.0311814 | val_loss: 0.0311855 | Time: 2906.93 ms [2022-04-03 21:22:53 main:574] : INFO : Epoch 1826 | loss: 0.0311799 | val_loss: 0.0311825 | Time: 2938.38 ms [2022-04-03 21:22:56 main:574] : INFO : Epoch 1827 | loss: 0.0311757 | val_loss: 0.0311756 | Time: 3028.32 ms [2022-04-03 21:22:59 main:574] : INFO : Epoch 1828 | loss: 0.0311717 | val_loss: 0.031174 | Time: 2956.29 ms [2022-04-03 21:23:02 main:574] : INFO : Epoch 1829 | loss: 0.0311692 | val_loss: 0.0311715 | Time: 2898.02 ms [2022-04-03 21:23:05 main:574] : INFO : Epoch 1830 | loss: 0.0311675 | val_loss: 0.031169 | Time: 2918.4 ms [2022-04-03 21:23:08 main:574] : INFO : Epoch 1831 | loss: 0.0311659 | val_loss: 0.0311683 | Time: 2941.77 ms [2022-04-03 21:23:11 main:574] : INFO : Epoch 1832 | loss: 0.0311647 | val_loss: 0.0311676 | Time: 2966.22 ms [2022-04-03 21:23:14 main:574] : INFO : Epoch 1833 | loss: 0.0311649 | val_loss: 0.031168 | Time: 2908.16 ms [2022-04-03 21:23:17 main:574] : INFO : Epoch 1834 | loss: 0.0311633 | val_loss: 0.0311674 | Time: 2956.36 ms [2022-04-03 21:23:20 main:574] : INFO : Epoch 1835 | loss: 0.0311617 | val_loss: 0.0311667 | Time: 2959.25 ms [2022-04-03 21:23:23 main:574] : INFO : Epoch 1836 | loss: 0.0311607 | val_loss: 0.0311665 | Time: 2923.16 ms [2022-04-03 21:23:26 main:574] : INFO : Epoch 1837 | loss: 0.0311595 | val_loss: 0.0311664 | Time: 2981.02 ms [2022-04-03 21:23:29 main:574] : INFO : Epoch 1838 | loss: 0.0311587 | val_loss: 0.031165 | Time: 3041.59 ms [2022-04-03 21:23:31 main:574] : INFO : Epoch 1839 | loss: 0.0311578 | val_loss: 0.0311632 | Time: 2896.47 ms [2022-04-03 21:23:34 main:574] : INFO : Epoch 1840 | loss: 0.0311568 | val_loss: 0.0311627 | Time: 2989.16 ms [2022-04-03 21:23:37 main:574] : INFO : Epoch 1841 | loss: 0.0311564 | val_loss: 0.031163 | Time: 2896.71 ms [2022-04-03 21:23:40 main:574] : INFO : Epoch 1842 | loss: 0.0311562 | val_loss: 0.0311622 | Time: 2932.69 ms [2022-04-03 21:23:43 main:574] : INFO : Epoch 1843 | loss: 0.0311558 | val_loss: 0.0311615 | Time: 2969.64 ms [2022-04-03 21:23:46 main:574] : INFO : Epoch 1844 | loss: 0.0311552 | val_loss: 0.0311616 | Time: 2949.55 ms [2022-04-03 21:23:49 main:574] : INFO : Epoch 1845 | loss: 0.0311547 | val_loss: 0.0311601 | Time: 2982.03 ms [2022-04-03 21:23:52 main:574] : INFO : Epoch 1846 | loss: 0.0311543 | val_loss: 0.0311606 | Time: 2963.8 ms [2022-04-03 21:23:55 main:574] : INFO : Epoch 1847 | loss: 0.0311539 | val_loss: 0.0311602 | Time: 2954.55 ms [2022-04-03 21:23:58 main:574] : INFO : Epoch 1848 | loss: 0.0311553 | val_loss: 0.0311583 | Time: 2907.68 ms [2022-04-03 21:24:01 main:574] : INFO : Epoch 1849 | loss: 0.0311533 | val_loss: 0.0311564 | Time: 2930.72 ms [2022-04-03 21:24:04 main:574] : INFO : Epoch 1850 | loss: 0.0311522 | val_loss: 0.0311555 | Time: 2915.63 ms [2022-04-03 21:24:07 main:574] : INFO : Epoch 1851 | loss: 0.0311511 | val_loss: 0.0311567 | Time: 2901.26 ms [2022-04-03 21:24:10 main:574] : INFO : Epoch 1852 | loss: 0.0311502 | val_loss: 0.0311555 | Time: 2957.94 ms [2022-04-03 21:24:13 main:574] : INFO : Epoch 1853 | loss: 0.0311503 | val_loss: 0.0311552 | Time: 2891.52 ms [2022-04-03 21:24:16 main:574] : INFO : Epoch 1854 | loss: 0.0311502 | val_loss: 0.0311567 | Time: 2932.86 ms [2022-04-03 21:24:18 main:574] : INFO : Epoch 1855 | loss: 0.0311498 | val_loss: 0.0311554 | Time: 2887.81 ms [2022-04-03 21:24:21 main:574] : INFO : Epoch 1856 | loss: 0.0311487 | val_loss: 0.0311548 | Time: 2932.81 ms [2022-04-03 21:24:24 main:574] : INFO : Epoch 1857 | loss: 0.0311471 | val_loss: 0.0311544 | Time: 2987.05 ms [2022-04-03 21:24:27 main:574] : INFO : Epoch 1858 | loss: 0.0311469 | val_loss: 0.0311522 | Time: 2940.91 ms [2022-04-03 21:24:30 main:574] : INFO : Epoch 1859 | loss: 0.0311459 | val_loss: 0.0311532 | Time: 2936.34 ms [2022-04-03 21:24:33 main:574] : INFO : Epoch 1860 | loss: 0.0311463 | val_loss: 0.0311522 | Time: 2929.51 ms [2022-04-03 21:24:36 main:574] : INFO : Epoch 1861 | loss: 0.0311467 | val_loss: 0.0311508 | Time: 2895.51 ms [2022-04-03 21:24:39 main:574] : INFO : Epoch 1862 | loss: 0.0311453 | val_loss: 0.0311515 | Time: 2955.95 ms [2022-04-03 21:24:42 main:574] : INFO : Epoch 1863 | loss: 0.0311446 | val_loss: 0.0311506 | Time: 2894.98 ms [2022-04-03 21:24:45 main:574] : INFO : Epoch 1864 | loss: 0.0311437 | val_loss: 0.031149 | Time: 2921.58 ms [2022-04-03 21:24:48 main:574] : INFO : Epoch 1865 | loss: 0.0311435 | val_loss: 0.0311506 | Time: 2873.33 ms [2022-04-03 21:24:51 main:574] : INFO : Epoch 1866 | loss: 0.0311434 | val_loss: 0.0311486 | Time: 2951.36 ms [2022-04-03 21:24:54 main:574] : INFO : Epoch 1867 | loss: 0.0311416 | val_loss: 0.0311476 | Time: 2990.35 ms [2022-04-03 21:24:57 main:574] : INFO : Epoch 1868 | loss: 0.0311403 | val_loss: 0.0311451 | Time: 2968.02 ms [2022-04-03 21:25:00 main:574] : INFO : Epoch 1869 | loss: 0.0311396 | val_loss: 0.0311439 | Time: 2878.54 ms [2022-04-03 21:25:03 main:574] : INFO : Epoch 1870 | loss: 0.0311403 | val_loss: 0.0311466 | Time: 2981.46 ms [2022-04-03 21:25:05 main:574] : INFO : Epoch 1871 | loss: 0.0311393 | val_loss: 0.0311459 | Time: 2913.47 ms [2022-04-03 21:25:08 main:574] : INFO : Epoch 1872 | loss: 0.0311388 | val_loss: 0.031148 | Time: 2908.32 ms [2022-04-03 21:25:11 main:574] : INFO : Epoch 1873 | loss: 0.0311393 | val_loss: 0.0311492 | Time: 3005.66 ms [2022-04-03 21:25:14 main:574] : INFO : Epoch 1874 | loss: 0.0311432 | val_loss: 0.0311514 | Time: 2942.74 ms [2022-04-03 21:25:18 main:574] : INFO : Epoch 1875 | loss: 0.0311419 | val_loss: 0.031148 | Time: 3177.61 ms [2022-04-03 21:25:20 main:574] : INFO : Epoch 1876 | loss: 0.0311407 | val_loss: 0.0311463 | Time: 2976.08 ms [2022-04-03 21:25:23 main:574] : INFO : Epoch 1877 | loss: 0.0311398 | val_loss: 0.0311473 | Time: 2941.62 ms [2022-04-03 21:25:26 main:574] : INFO : Epoch 1878 | loss: 0.0311401 | val_loss: 0.0311489 | Time: 2992.43 ms [2022-04-03 21:25:29 main:574] : INFO : Epoch 1879 | loss: 0.0311406 | val_loss: 0.0311497 | Time: 2952.99 ms [2022-04-03 21:25:32 main:574] : INFO : Epoch 1880 | loss: 0.0311388 | val_loss: 0.0311477 | Time: 2897.77 ms [2022-04-03 21:25:35 main:574] : INFO : Epoch 1881 | loss: 0.0311394 | val_loss: 0.0311483 | Time: 3012.84 ms [2022-04-03 21:25:38 main:574] : INFO : Epoch 1882 | loss: 0.031139 | val_loss: 0.0311519 | Time: 3008.06 ms [2022-04-03 21:25:41 main:574] : INFO : Epoch 1883 | loss: 0.0311447 | val_loss: 0.0311522 | Time: 2913.36 ms [2022-04-03 21:25:44 main:574] : INFO : Epoch 1884 | loss: 0.0311443 | val_loss: 0.0311478 | Time: 2928.45 ms [2022-04-03 21:25:47 main:574] : INFO : Epoch 1885 | loss: 0.0311423 | val_loss: 0.0311479 | Time: 3023.44 ms [2022-04-03 21:25:50 main:574] : INFO : Epoch 1886 | loss: 0.0311416 | val_loss: 0.031148 | Time: 2962.06 ms [2022-04-03 21:25:53 main:574] : INFO : Epoch 1887 | loss: 0.0311414 | val_loss: 0.0311502 | Time: 2905.68 ms [2022-04-03 21:25:56 main:574] : INFO : Epoch 1888 | loss: 0.0311404 | val_loss: 0.031151 | Time: 2987.5 ms [2022-04-03 21:25:59 main:574] : INFO : Epoch 1889 | loss: 0.0311432 | val_loss: 0.0311534 | Time: 3041.87 ms [2022-04-03 21:26:02 main:574] : INFO : Epoch 1890 | loss: 0.0311428 | val_loss: 0.0311498 | Time: 2968.45 ms [2022-04-03 21:26:05 main:574] : INFO : Epoch 1891 | loss: 0.0311418 | val_loss: 0.0311501 | Time: 2919.49 ms [2022-04-03 21:26:08 main:574] : INFO : Epoch 1892 | loss: 0.0311408 | val_loss: 0.031148 | Time: 2973.22 ms [2022-04-03 21:26:11 main:574] : INFO : Epoch 1893 | loss: 0.0311389 | val_loss: 0.0311449 | Time: 2948.42 ms [2022-04-03 21:26:14 main:574] : INFO : Epoch 1894 | loss: 0.0311382 | val_loss: 0.0311448 | Time: 3043.55 ms [2022-04-03 21:26:17 main:574] : INFO : Epoch 1895 | loss: 0.0311379 | val_loss: 0.0311463 | Time: 2879.21 ms [2022-04-03 21:26:20 main:574] : INFO : Epoch 1896 | loss: 0.0311365 | val_loss: 0.0311453 | Time: 2875.93 ms [2022-04-03 21:26:23 main:574] : INFO : Epoch 1897 | loss: 0.0311369 | val_loss: 0.0311447 | Time: 2983.58 ms [2022-04-03 21:26:26 main:574] : INFO : Epoch 1898 | loss: 0.0311359 | val_loss: 0.0311456 | Time: 2956.07 ms [2022-04-03 21:26:29 main:574] : INFO : Epoch 1899 | loss: 0.0311362 | val_loss: 0.0311441 | Time: 2955.52 ms [2022-04-03 21:26:32 main:574] : INFO : Epoch 1900 | loss: 0.0311352 | val_loss: 0.0311441 | Time: 2986.55 ms [2022-04-03 21:26:35 main:574] : INFO : Epoch 1901 | loss: 0.0311349 | val_loss: 0.0311446 | Time: 3011.06 ms [2022-04-03 21:26:38 main:574] : INFO : Epoch 1902 | loss: 0.031135 | val_loss: 0.0311471 | Time: 2943.35 ms [2022-04-03 21:26:41 main:574] : INFO : Epoch 1903 | loss: 0.0311354 | val_loss: 0.031146 | Time: 2961.28 ms [2022-04-03 21:26:43 main:574] : INFO : Epoch 1904 | loss: 0.0311339 | val_loss: 0.0311441 | Time: 2937.28 ms [2022-04-03 21:26:46 main:574] : INFO : Epoch 1905 | loss: 0.0311339 | val_loss: 0.0311471 | Time: 2896.14 ms [2022-04-03 21:26:49 main:574] : INFO : Epoch 1906 | loss: 0.0311345 | val_loss: 0.0311456 | Time: 2955.46 ms [2022-04-03 21:26:52 main:574] : INFO : Epoch 1907 | loss: 0.0311337 | val_loss: 0.031146 | Time: 2862 ms [2022-04-03 21:26:55 main:574] : INFO : Epoch 1908 | loss: 0.0311337 | val_loss: 0.0311436 | Time: 3020.18 ms [2022-04-03 21:26:58 main:574] : INFO : Epoch 1909 | loss: 0.0311334 | val_loss: 0.0311451 | Time: 2925.42 ms [2022-04-03 21:27:01 main:574] : INFO : Epoch 1910 | loss: 0.031134 | val_loss: 0.0311438 | Time: 2990.27 ms [2022-04-03 21:27:04 main:574] : INFO : Epoch 1911 | loss: 0.0311354 | val_loss: 0.0311445 | Time: 2958.88 ms [2022-04-03 21:27:07 main:574] : INFO : Epoch 1912 | loss: 0.0311347 | val_loss: 0.0311424 | Time: 2883.17 ms [2022-04-03 21:27:10 main:574] : INFO : Epoch 1913 | loss: 0.0311341 | val_loss: 0.0311459 | Time: 2973.4 ms [2022-04-03 21:27:13 main:574] : INFO : Epoch 1914 | loss: 0.0311347 | val_loss: 0.031144 | Time: 2965.24 ms [2022-04-03 21:27:16 main:574] : INFO : Epoch 1915 | loss: 0.031134 | val_loss: 0.0311423 | Time: 2923.86 ms [2022-04-03 21:27:19 main:574] : INFO : Epoch 1916 | loss: 0.0311342 | val_loss: 0.0311419 | Time: 2905.32 ms [2022-04-03 21:27:22 main:574] : INFO : Epoch 1917 | loss: 0.0311332 | val_loss: 0.0311423 | Time: 3006.99 ms [2022-04-03 21:27:25 main:574] : INFO : Epoch 1918 | loss: 0.0311328 | val_loss: 0.0311415 | Time: 2899.18 ms [2022-04-03 21:27:28 main:574] : INFO : Epoch 1919 | loss: 0.031133 | val_loss: 0.0311427 | Time: 3058.15 ms [2022-04-03 21:27:31 main:574] : INFO : Epoch 1920 | loss: 0.0311335 | val_loss: 0.031145 | Time: 2926.9 ms [2022-04-03 21:27:34 main:574] : INFO : Epoch 1921 | loss: 0.0311322 | val_loss: 0.0311438 | Time: 2919.26 ms [2022-04-03 21:27:37 main:574] : INFO : Epoch 1922 | loss: 0.0311327 | val_loss: 0.0311439 | Time: 2950.41 ms [2022-04-03 21:27:40 main:574] : INFO : Epoch 1923 | loss: 0.0311333 | val_loss: 0.031144 | Time: 3045.52 ms [2022-04-03 21:27:43 main:574] : INFO : Epoch 1924 | loss: 0.0311341 | val_loss: 0.0311419 | Time: 2900.51 ms [2022-04-03 21:27:45 main:574] : INFO : Epoch 1925 | loss: 0.0311337 | val_loss: 0.0311427 | Time: 2960.22 ms [2022-04-03 21:27:48 main:574] : INFO : Epoch 1926 | loss: 0.0311331 | val_loss: 0.0311419 | Time: 2999.88 ms [2022-04-03 21:27:51 main:574] : INFO : Epoch 1927 | loss: 0.0311348 | val_loss: 0.0311455 | Time: 2934.98 ms [2022-04-03 21:27:54 main:574] : INFO : Epoch 1928 | loss: 0.0311328 | val_loss: 0.0311407 | Time: 2919.99 ms [2022-04-03 21:27:57 main:574] : INFO : Epoch 1929 | loss: 0.0311329 | val_loss: 0.0311415 | Time: 2984.43 ms [2022-04-03 21:28:00 main:574] : INFO : Epoch 1930 | loss: 0.0311349 | val_loss: 0.0311408 | Time: 2977.78 ms [2022-04-03 21:28:03 main:574] : INFO : Epoch 1931 | loss: 0.0311326 | val_loss: 0.0311413 | Time: 2918.09 ms [2022-04-03 21:28:06 main:574] : INFO : Epoch 1932 | loss: 0.0311331 | val_loss: 0.0311428 | Time: 2877.34 ms [2022-04-03 21:28:09 main:574] : INFO : Epoch 1933 | loss: 0.0311329 | val_loss: 0.0311444 | Time: 2935.54 ms [2022-04-03 21:28:12 main:574] : INFO : Epoch 1934 | loss: 0.0311338 | val_loss: 0.0311414 | Time: 3029.92 ms [2022-04-03 21:28:15 main:574] : INFO : Epoch 1935 | loss: 0.0311323 | val_loss: 0.0311428 | Time: 2913.56 ms [2022-04-03 21:28:18 main:574] : INFO : Epoch 1936 | loss: 0.0311329 | val_loss: 0.0311435 | Time: 2908.41 ms [2022-04-03 21:28:21 main:574] : INFO : Epoch 1937 | loss: 0.0311321 | val_loss: 0.0311428 | Time: 2981.88 ms [2022-04-03 21:28:24 main:574] : INFO : Epoch 1938 | loss: 0.0311308 | val_loss: 0.0311402 | Time: 2973.08 ms [2022-04-03 21:28:27 main:574] : INFO : Epoch 1939 | loss: 0.031133 | val_loss: 0.0311434 | Time: 2918.54 ms [2022-04-03 21:28:30 main:574] : INFO : Epoch 1940 | loss: 0.0311349 | val_loss: 0.0311399 | Time: 2907.74 ms [2022-04-03 21:28:33 main:574] : INFO : Epoch 1941 | loss: 0.0311309 | val_loss: 0.031144 | Time: 2933.46 ms [2022-04-03 21:28:36 main:574] : INFO : Epoch 1942 | loss: 0.0311312 | val_loss: 0.0311421 | Time: 3061.79 ms [2022-04-03 21:28:39 main:574] : INFO : Epoch 1943 | loss: 0.031131 | val_loss: 0.0311421 | Time: 2938.76 ms [2022-04-03 21:28:42 main:574] : INFO : Epoch 1944 | loss: 0.0311325 | val_loss: 0.0311434 | Time: 3022.38 ms [2022-04-03 21:28:45 main:574] : INFO : Epoch 1945 | loss: 0.0311338 | val_loss: 0.031143 | Time: 2995.17 ms [2022-04-03 21:28:48 main:574] : INFO : Epoch 1946 | loss: 0.0311335 | val_loss: 0.0311456 | Time: 2898.13 ms [2022-04-03 21:28:50 main:574] : INFO : Epoch 1947 | loss: 0.0311372 | val_loss: 0.0311474 | Time: 2882.4 ms [2022-04-03 21:28:53 main:574] : INFO : Epoch 1948 | loss: 0.0311369 | val_loss: 0.0311441 | Time: 2917.28 ms [2022-04-03 21:28:56 main:574] : INFO : Epoch 1949 | loss: 0.0311378 | val_loss: 0.0311436 | Time: 3001.72 ms [2022-04-03 21:28:59 main:574] : INFO : Epoch 1950 | loss: 0.0311384 | val_loss: 0.0311412 | Time: 3008.55 ms [2022-04-03 21:29:02 main:574] : INFO : Epoch 1951 | loss: 0.0311404 | val_loss: 0.0311494 | Time: 2992.42 ms [2022-04-03 21:29:05 main:574] : INFO : Epoch 1952 | loss: 0.0311399 | val_loss: 0.0311478 | Time: 2907.44 ms [2022-04-03 21:29:08 main:574] : INFO : Epoch 1953 | loss: 0.0311389 | val_loss: 0.0311469 | Time: 2964.5 ms [2022-04-03 21:29:11 main:574] : INFO : Epoch 1954 | loss: 0.0311364 | val_loss: 0.0311467 | Time: 2934.81 ms [2022-04-03 21:29:14 main:574] : INFO : Epoch 1955 | loss: 0.0311355 | val_loss: 0.0311468 | Time: 2975.29 ms [2022-04-03 21:29:17 main:574] : INFO : Epoch 1956 | loss: 0.0311352 | val_loss: 0.0311501 | Time: 3104.43 ms [2022-04-03 21:29:20 main:574] : INFO : Epoch 1957 | loss: 0.0311364 | val_loss: 0.0311481 | Time: 2982.51 ms [2022-04-03 21:29:23 main:574] : INFO : Epoch 1958 | loss: 0.0311329 | val_loss: 0.0311465 | Time: 2914.21 ms [2022-04-03 21:29:26 main:574] : INFO : Epoch 1959 | loss: 0.0311319 | val_loss: 0.031148 | Time: 2993.91 ms [2022-04-03 21:29:29 main:574] : INFO : Epoch 1960 | loss: 0.031132 | val_loss: 0.031145 | Time: 2979.03 ms [2022-04-03 21:29:32 main:574] : INFO : Epoch 1961 | loss: 0.0311323 | val_loss: 0.0311436 | Time: 2937.64 ms [2022-04-03 21:29:35 main:574] : INFO : Epoch 1962 | loss: 0.0311315 | val_loss: 0.0311452 | Time: 2956.04 ms [2022-04-03 21:29:38 main:574] : INFO : Epoch 1963 | loss: 0.031132 | val_loss: 0.031148 | Time: 2935.05 ms [2022-04-03 21:29:41 main:574] : INFO : Epoch 1964 | loss: 0.0311365 | val_loss: 0.0311489 | Time: 2931.74 ms [2022-04-03 21:29:44 main:574] : INFO : Epoch 1965 | loss: 0.0311374 | val_loss: 0.0311466 | Time: 2863.89 ms [2022-04-03 21:29:47 main:574] : INFO : Epoch 1966 | loss: 0.0311378 | val_loss: 0.0311528 | Time: 2935.85 ms [2022-04-03 21:29:50 main:574] : INFO : Epoch 1967 | loss: 0.0311363 | val_loss: 0.0311495 | Time: 2888.42 ms [2022-04-03 21:29:53 main:574] : INFO : Epoch 1968 | loss: 0.0311348 | val_loss: 0.0311476 | Time: 3016.37 ms [2022-04-03 21:29:56 main:574] : INFO : Epoch 1969 | loss: 0.0311339 | val_loss: 0.0311485 | Time: 2934.79 ms [2022-04-03 21:29:59 main:574] : INFO : Epoch 1970 | loss: 0.031134 | val_loss: 0.031149 | Time: 2948.25 ms [2022-04-03 21:30:01 main:574] : INFO : Epoch 1971 | loss: 0.0311332 | val_loss: 0.0311506 | Time: 2928.25 ms [2022-04-03 21:30:04 main:574] : INFO : Epoch 1972 | loss: 0.0311322 | val_loss: 0.0311482 | Time: 2962.61 ms [2022-04-03 21:30:07 main:574] : INFO : Epoch 1973 | loss: 0.0311329 | val_loss: 0.0311487 | Time: 2917.45 ms [2022-04-03 21:30:10 main:574] : INFO : Epoch 1974 | loss: 0.0311315 | val_loss: 0.0311478 | Time: 3000.62 ms [2022-04-03 21:30:13 main:574] : INFO : Epoch 1975 | loss: 0.0311323 | val_loss: 0.0311468 | Time: 2952.2 ms [2022-04-03 21:30:16 main:574] : INFO : Epoch 1976 | loss: 0.0311337 | val_loss: 0.0311441 | Time: 2945.53 ms [2022-04-03 21:30:19 main:574] : INFO : Epoch 1977 | loss: 0.0311302 | val_loss: 0.0311456 | Time: 3012.76 ms [2022-04-03 21:30:22 main:574] : INFO : Epoch 1978 | loss: 0.0311297 | val_loss: 0.0311454 | Time: 3006.56 ms [2022-04-03 21:30:25 main:574] : INFO : Epoch 1979 | loss: 0.0311304 | val_loss: 0.0311437 | Time: 2953.52 ms [2022-04-03 21:30:28 main:574] : INFO : Epoch 1980 | loss: 0.0311306 | val_loss: 0.0311456 | Time: 2937.17 ms [2022-04-03 21:30:31 main:574] : INFO : Epoch 1981 | loss: 0.0311298 | val_loss: 0.0311431 | Time: 2900.51 ms [2022-04-03 21:30:34 main:574] : INFO : Epoch 1982 | loss: 0.0311301 | val_loss: 0.031147 | Time: 3003.09 ms [2022-04-03 21:30:37 main:574] : INFO : Epoch 1983 | loss: 0.0311297 | val_loss: 0.0311434 | Time: 2980.73 ms [2022-04-03 21:30:40 main:574] : INFO : Epoch 1984 | loss: 0.0311293 | val_loss: 0.0311468 | Time: 2909.51 ms [2022-04-03 21:30:43 main:574] : INFO : Epoch 1985 | loss: 0.0311287 | val_loss: 0.0311451 | Time: 2952.86 ms [2022-04-03 21:30:46 main:574] : INFO : Epoch 1986 | loss: 0.031131 | val_loss: 0.0311479 | Time: 2973.16 ms [2022-04-03 21:30:49 main:574] : INFO : Epoch 1987 | loss: 0.0311307 | val_loss: 0.031146 | Time: 2919.68 ms [2022-04-03 21:30:52 main:574] : INFO : Epoch 1988 | loss: 0.0311289 | val_loss: 0.0311493 | Time: 2934.63 ms [2022-04-03 21:30:55 main:574] : INFO : Epoch 1989 | loss: 0.0311298 | val_loss: 0.0311492 | Time: 2935.33 ms [2022-04-03 21:30:58 main:574] : INFO : Epoch 1990 | loss: 0.0311303 | val_loss: 0.0311468 | Time: 2991.73 ms [2022-04-03 21:31:01 main:574] : INFO : Epoch 1991 | loss: 0.0311312 | val_loss: 0.0311492 | Time: 2958.71 ms [2022-04-03 21:31:04 main:574] : INFO : Epoch 1992 | loss: 0.0311301 | val_loss: 0.031144 | Time: 2933.71 ms [2022-04-03 21:31:07 main:574] : INFO : Epoch 1993 | loss: 0.0311333 | val_loss: 0.0311504 | Time: 2908.64 ms [2022-04-03 21:31:09 main:574] : INFO : Epoch 1994 | loss: 0.0311326 | val_loss: 0.0311524 | Time: 2949.35 ms [2022-04-03 21:31:12 main:574] : INFO : Epoch 1995 | loss: 0.0311311 | val_loss: 0.0311493 | Time: 2942.07 ms [2022-04-03 21:31:15 main:574] : INFO : Epoch 1996 | loss: 0.0311319 | val_loss: 0.0311467 | Time: 3021.5 ms [2022-04-03 21:31:18 main:574] : INFO : Epoch 1997 | loss: 0.0311349 | val_loss: 0.0311487 | Time: 2980.55 ms [2022-04-03 21:31:21 main:574] : INFO : Epoch 1998 | loss: 0.0311323 | val_loss: 0.0311454 | Time: 2905.65 ms [2022-04-03 21:31:24 main:574] : INFO : Epoch 1999 | loss: 0.0311294 | val_loss: 0.0311446 | Time: 2934.81 ms [2022-04-03 21:31:27 main:574] : INFO : Epoch 2000 | loss: 0.0311301 | val_loss: 0.0311428 | Time: 2958.2 ms [2022-04-03 21:31:30 main:574] : INFO : Epoch 2001 | loss: 0.0311292 | val_loss: 0.0311415 | Time: 2937.63 ms [2022-04-03 21:31:33 main:574] : INFO : Epoch 2002 | loss: 0.0311286 | val_loss: 0.031142 | Time: 3051.39 ms [2022-04-03 21:31:36 main:574] : INFO : Epoch 2003 | loss: 0.0311277 | val_loss: 0.0311492 | Time: 2898.59 ms [2022-04-03 21:31:39 main:574] : INFO : Epoch 2004 | loss: 0.0311275 | val_loss: 0.0311445 | Time: 2886.05 ms [2022-04-03 21:31:42 main:574] : INFO : Epoch 2005 | loss: 0.0311268 | val_loss: 0.0311434 | Time: 2952.28 ms [2022-04-03 21:31:45 main:574] : INFO : Epoch 2006 | loss: 0.031127 | val_loss: 0.031146 | Time: 2980.51 ms [2022-04-03 21:31:48 main:574] : INFO : Epoch 2007 | loss: 0.0311271 | val_loss: 0.0311465 | Time: 2964.81 ms [2022-04-03 21:31:51 main:574] : INFO : Epoch 2008 | loss: 0.0311269 | val_loss: 0.031144 | Time: 2952.3 ms [2022-04-03 21:31:54 main:574] : INFO : Epoch 2009 | loss: 0.0311274 | val_loss: 0.0311482 | Time: 2938.27 ms [2022-04-03 21:31:57 main:574] : INFO : Epoch 2010 | loss: 0.0311284 | val_loss: 0.031149 | Time: 2960.2 ms [2022-04-03 21:32:00 main:574] : INFO : Epoch 2011 | loss: 0.0311284 | val_loss: 0.0311443 | Time: 2929.71 ms [2022-04-03 21:32:03 main:574] : INFO : Epoch 2012 | loss: 0.0311294 | val_loss: 0.031144 | Time: 2955.28 ms [2022-04-03 21:32:06 main:574] : INFO : Epoch 2013 | loss: 0.0311304 | val_loss: 0.0311541 | Time: 2944.84 ms [2022-04-03 21:32:08 main:574] : INFO : Epoch 2014 | loss: 0.0311301 | val_loss: 0.0311456 | Time: 2867.65 ms [2022-04-03 21:32:11 main:574] : INFO : Epoch 2015 | loss: 0.0311285 | val_loss: 0.0311402 | Time: 2934.17 ms [2022-04-03 21:32:14 main:574] : INFO : Epoch 2016 | loss: 0.0311279 | val_loss: 0.0311449 | Time: 2910.64 ms [2022-04-03 21:32:17 main:574] : INFO : Epoch 2017 | loss: 0.0311302 | val_loss: 0.0311398 | Time: 2981.46 ms [2022-04-03 21:32:20 main:574] : INFO : Epoch 2018 | loss: 0.0311305 | val_loss: 0.0311425 | Time: 3051.81 ms [2022-04-03 21:32:23 main:574] : INFO : Epoch 2019 | loss: 0.0311297 | val_loss: 0.031148 | Time: 2895.69 ms [2022-04-03 21:32:26 main:574] : INFO : Epoch 2020 | loss: 0.0311289 | val_loss: 0.0311413 | Time: 2921.56 ms [2022-04-03 21:32:29 main:574] : INFO : Epoch 2021 | loss: 0.0311298 | val_loss: 0.0311456 | Time: 2912.52 ms [2022-04-03 21:32:32 main:574] : INFO : Epoch 2022 | loss: 0.0311295 | val_loss: 0.0311391 | Time: 2963.53 ms [2022-04-03 21:32:35 main:574] : INFO : Epoch 2023 | loss: 0.0311274 | val_loss: 0.0311524 | Time: 2968.39 ms [2022-04-03 21:32:38 main:574] : INFO : Epoch 2024 | loss: 0.031131 | val_loss: 0.0311402 | Time: 2921.82 ms [2022-04-03 21:32:41 main:574] : INFO : Epoch 2025 | loss: 0.0311248 | val_loss: 0.0311365 | Time: 2970.99 ms [2022-04-03 21:32:44 main:574] : INFO : Epoch 2026 | loss: 0.0311264 | val_loss: 0.031147 | Time: 2921.25 ms [2022-04-03 21:32:47 main:574] : INFO : Epoch 2027 | loss: 0.0311279 | val_loss: 0.0311399 | Time: 2941.81 ms [2022-04-03 21:32:50 main:574] : INFO : Epoch 2028 | loss: 0.0311269 | val_loss: 0.0311436 | Time: 2920.67 ms [2022-04-03 21:32:53 main:574] : INFO : Epoch 2029 | loss: 0.0311265 | val_loss: 0.0311399 | Time: 3007.43 ms [2022-04-03 21:32:56 main:574] : INFO : Epoch 2030 | loss: 0.0311301 | val_loss: 0.0311472 | Time: 2947.75 ms [2022-04-03 21:32:59 main:574] : INFO : Epoch 2031 | loss: 0.0311299 | val_loss: 0.0311528 | Time: 2899.94 ms [2022-04-03 21:33:02 main:574] : INFO : Epoch 2032 | loss: 0.0311295 | val_loss: 0.03114 | Time: 2926.12 ms [2022-04-03 21:33:05 main:574] : INFO : Epoch 2033 | loss: 0.0311267 | val_loss: 0.0311444 | Time: 3010.4 ms [2022-04-03 21:33:08 main:574] : INFO : Epoch 2034 | loss: 0.0311268 | val_loss: 0.0311436 | Time: 2996.04 ms [2022-04-03 21:33:11 main:574] : INFO : Epoch 2035 | loss: 0.0311258 | val_loss: 0.0311488 | Time: 3056.92 ms [2022-04-03 21:33:14 main:574] : INFO : Epoch 2036 | loss: 0.0311294 | val_loss: 0.0311484 | Time: 2933.05 ms [2022-04-03 21:33:17 main:574] : INFO : Epoch 2037 | loss: 0.0311369 | val_loss: 0.0311527 | Time: 2955.97 ms [2022-04-03 21:33:19 main:574] : INFO : Epoch 2038 | loss: 0.0311315 | val_loss: 0.0311423 | Time: 2914.27 ms [2022-04-03 21:33:22 main:574] : INFO : Epoch 2039 | loss: 0.0311282 | val_loss: 0.0311462 | Time: 2969.99 ms [2022-04-03 21:33:25 main:574] : INFO : Epoch 2040 | loss: 0.0311273 | val_loss: 0.0311434 | Time: 2882.28 ms [2022-04-03 21:33:28 main:574] : INFO : Epoch 2041 | loss: 0.0311275 | val_loss: 0.0311448 | Time: 3010.67 ms [2022-04-03 21:33:31 main:574] : INFO : Epoch 2042 | loss: 0.0311252 | val_loss: 0.031144 | Time: 2922.88 ms [2022-04-03 21:33:34 main:574] : INFO : Epoch 2043 | loss: 0.031127 | val_loss: 0.0311438 | Time: 2956.37 ms [2022-04-03 21:33:37 main:574] : INFO : Epoch 2044 | loss: 0.0311285 | val_loss: 0.0311404 | Time: 2893.53 ms [2022-04-03 21:33:40 main:574] : INFO : Epoch 2045 | loss: 0.0311288 | val_loss: 0.031142 | Time: 2981.35 ms [2022-04-03 21:33:43 main:574] : INFO : Epoch 2046 | loss: 0.031129 | val_loss: 0.0311492 | Time: 2948.76 ms [2022-04-03 21:33:46 main:574] : INFO : Epoch 2047 | loss: 0.0311286 | val_loss: 0.0311426 | Time: 2917.04 ms [2022-04-03 21:33:49 main:574] : INFO : Epoch 2048 | loss: 0.0311256 | val_loss: 0.0311505 | Time: 2907.43 ms [2022-04-03 21:33:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311505 [2022-04-03 21:33:49 main:603] : INFO : Saving end state to config to file [2022-04-03 21:33:49 main:608] : INFO : Success, exiting.. 21:33:49 (26980): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)