Task 14630879
| Name | ParityModified-1647047966-19400-3-0_1 |
| Workunit | 11639730 |
| Created | 27 Apr 2022, 8:20:37 UTC |
| Sent | 27 Apr 2022, 8:21:18 UTC |
| Report deadline | 5 May 2022, 8:21:18 UTC |
| Received | 27 Apr 2022, 10:01:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5309 |
| Run time | 1 hours 37 min 39 sec |
| CPU time | 1 hours 36 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 11,247.82 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4-27 11:37:04 main:574] : INFO : Epoch 1542 | loss: 0.0312496 | val_loss: 0.0312519 | Time: 2882.67 ms [2022-04-27 11:37:07 main:574] : INFO : Epoch 1543 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2875.56 ms [2022-04-27 11:37:10 main:574] : INFO : Epoch 1544 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 2922.46 ms [2022-04-27 11:37:13 main:574] : INFO : Epoch 1545 | loss: 0.0312512 | val_loss: 0.0312529 | Time: 2850.16 ms [2022-04-27 11:37:15 main:574] : INFO : Epoch 1546 | loss: 0.0312515 | val_loss: 0.0312527 | Time: 2839.84 ms [2022-04-27 11:37:18 main:574] : INFO : Epoch 1547 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 2873.82 ms [2022-04-27 11:37:21 main:574] : INFO : Epoch 1548 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2888.13 ms [2022-04-27 11:37:24 main:574] : INFO : Epoch 1549 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 2809.5 ms [2022-04-27 11:37:27 main:574] : INFO : Epoch 1550 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2820.61 ms [2022-04-27 11:37:30 main:574] : INFO : Epoch 1551 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 2904.34 ms [2022-04-27 11:37:33 main:574] : INFO : Epoch 1552 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2831.63 ms [2022-04-27 11:37:35 main:574] : INFO : Epoch 1553 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2850.76 ms [2022-04-27 11:37:38 main:574] : INFO : Epoch 1554 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 2964.23 ms [2022-04-27 11:37:41 main:574] : INFO : Epoch 1555 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 3046.3 ms [2022-04-27 11:37:44 main:574] : INFO : Epoch 1556 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 2913.71 ms [2022-04-27 11:37:47 main:574] : INFO : Epoch 1557 | loss: 0.03125 | val_loss: 0.0312516 | Time: 2850.46 ms [2022-04-27 11:37:50 main:574] : INFO : Epoch 1558 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2856.19 ms [2022-04-27 11:37:53 main:574] : INFO : Epoch 1559 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2869.49 ms [2022-04-27 11:37:56 main:574] : INFO : Epoch 1560 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2813.26 ms [2022-04-27 11:37:59 main:574] : INFO : Epoch 1561 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2897.76 ms [2022-04-27 11:38:01 main:574] : INFO : Epoch 1562 | loss: 0.0312502 | val_loss: 0.0312517 | Time: 2857.11 ms [2022-04-27 11:38:04 main:574] : INFO : Epoch 1563 | loss: 0.0312522 | val_loss: 0.0312501 | Time: 2830.56 ms [2022-04-27 11:38:07 main:574] : INFO : Epoch 1564 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 2920.4 ms [2022-04-27 11:38:10 main:574] : INFO : Epoch 1565 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2821.77 ms [2022-04-27 11:38:13 main:574] : INFO : Epoch 1566 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2845.98 ms [2022-04-27 11:38:16 main:574] : INFO : Epoch 1567 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 2859.39 ms [2022-04-27 11:38:19 main:574] : INFO : Epoch 1568 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 2870.15 ms [2022-04-27 11:38:21 main:574] : INFO : Epoch 1569 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2831.65 ms [2022-04-27 11:38:24 main:574] : INFO : Epoch 1570 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2801.32 ms [2022-04-27 11:38:27 main:574] : INFO : Epoch 1571 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2898.22 ms [2022-04-27 11:38:30 main:574] : INFO : Epoch 1572 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 3008.71 ms [2022-04-27 11:38:33 main:574] : INFO : Epoch 1573 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 2903.89 ms [2022-04-27 11:38:36 main:574] : INFO : Epoch 1574 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2803.78 ms [2022-04-27 11:38:39 main:574] : INFO : Epoch 1575 | loss: 0.0312505 | val_loss: 0.0312539 | Time: 2782.03 ms [2022-04-27 11:38:42 main:574] : INFO : Epoch 1576 | loss: 0.0312509 | val_loss: 0.03125 | Time: 2915.84 ms [2022-04-27 11:38:44 main:574] : INFO : Epoch 1577 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 2822.04 ms [2022-04-27 11:38:47 main:574] : INFO : Epoch 1578 | loss: 0.0312503 | val_loss: 0.0312515 | Time: 2822.81 ms [2022-04-27 11:38:50 main:574] : INFO : Epoch 1579 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2833.87 ms [2022-04-27 11:38:53 main:574] : INFO : Epoch 1580 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 2860.51 ms [2022-04-27 11:38:56 main:574] : INFO : Epoch 1581 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2847.7 ms [2022-04-27 11:38:59 main:574] : INFO : Epoch 1582 | loss: 0.0312499 | val_loss: 0.0312519 | Time: 2891.45 ms [2022-04-27 11:39:02 main:574] : INFO : Epoch 1583 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2826.21 ms [2022-04-27 11:39:04 main:574] : INFO : Epoch 1584 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 2881.25 ms [2022-04-27 11:39:07 main:574] : INFO : Epoch 1585 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2884.35 ms [2022-04-27 11:39:11 main:574] : INFO : Epoch 1586 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 3483.58 ms [2022-04-27 11:39:14 main:574] : INFO : Epoch 1587 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 3140.49 ms [2022-04-27 11:39:17 main:574] : INFO : Epoch 1588 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2967.23 ms [2022-04-27 11:39:20 main:574] : INFO : Epoch 1589 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 2835.92 ms [2022-04-27 11:39:23 main:574] : INFO : Epoch 1590 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2820.72 ms [2022-04-27 11:39:25 main:574] : INFO : Epoch 1591 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2834.38 ms [2022-04-27 11:39:28 main:574] : INFO : Epoch 1592 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2867.39 ms [2022-04-27 11:39:31 main:574] : INFO : Epoch 1593 | loss: 0.0312494 | val_loss: 0.0312515 | Time: 2832.02 ms [2022-04-27 11:39:34 main:574] : INFO : Epoch 1594 | loss: 0.0312503 | val_loss: 0.0312523 | Time: 2872.33 ms [2022-04-27 11:39:37 main:574] : INFO : Epoch 1595 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2972.24 ms [2022-04-27 11:39:40 main:574] : INFO : Epoch 1596 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2880.56 ms [2022-04-27 11:39:43 main:574] : INFO : Epoch 1597 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2832.55 ms [2022-04-27 11:39:46 main:574] : INFO : Epoch 1598 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2933.32 ms [2022-04-27 11:39:49 main:574] : INFO : Epoch 1599 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2881.42 ms [2022-04-27 11:39:51 main:574] : INFO : Epoch 1600 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2904.86 ms [2022-04-27 11:39:54 main:574] : INFO : Epoch 1601 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2823.8 ms [2022-04-27 11:39:57 main:574] : INFO : Epoch 1602 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2972.07 ms [2022-04-27 11:40:00 main:574] : INFO : Epoch 1603 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2890.64 ms [2022-04-27 11:40:03 main:574] : INFO : Epoch 1604 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2826.79 ms [2022-04-27 11:40:06 main:574] : INFO : Epoch 1605 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 2892.66 ms [2022-04-27 11:40:09 main:574] : INFO : Epoch 1606 | loss: 0.03125 | val_loss: 0.0312533 | Time: 3046.45 ms [2022-04-27 11:40:12 main:574] : INFO : Epoch 1607 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 3034.57 ms [2022-04-27 11:40:15 main:574] : INFO : Epoch 1608 | loss: 0.0312507 | val_loss: 0.0312518 | Time: 2881.71 ms [2022-04-27 11:40:18 main:574] : INFO : Epoch 1609 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2892.99 ms [2022-04-27 11:40:21 main:574] : INFO : Epoch 1610 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2876.79 ms [2022-04-27 11:40:24 main:574] : INFO : Epoch 1611 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2888.72 ms [2022-04-27 11:40:27 main:574] : INFO : Epoch 1612 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2946.11 ms [2022-04-27 11:40:29 main:574] : INFO : Epoch 1613 | loss: 0.0312499 | val_loss: 0.0312514 | Time: 2794.1 ms [2022-04-27 11:40:32 main:574] : INFO : Epoch 1614 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2936.73 ms [2022-04-27 11:40:35 main:574] : INFO : Epoch 1615 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2875.83 ms [2022-04-27 11:40:38 main:574] : INFO : Epoch 1616 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2840.88 ms [2022-04-27 11:40:41 main:574] : INFO : Epoch 1617 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2879.91 ms [2022-04-27 11:40:44 main:574] : INFO : Epoch 1618 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2919.21 ms [2022-04-27 11:40:47 main:574] : INFO : Epoch 1619 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2911.31 ms [2022-04-27 11:40:50 main:574] : INFO : Epoch 1620 | loss: 0.0312498 | val_loss: 0.0312492 | Time: 3009.2 ms [2022-04-27 11:40:53 main:574] : INFO : Epoch 1621 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 2871.84 ms [2022-04-27 11:40:56 main:574] : INFO : Epoch 1622 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2900.33 ms [2022-04-27 11:40:58 main:574] : INFO : Epoch 1623 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2811.51 ms [2022-04-27 11:41:01 main:574] : INFO : Epoch 1624 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2972.24 ms [2022-04-27 11:41:04 main:574] : INFO : Epoch 1625 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2898.81 ms [2022-04-27 11:41:07 main:574] : INFO : Epoch 1626 | loss: 0.0312513 | val_loss: 0.0312519 | Time: 2785.3 ms [2022-04-27 11:41:10 main:574] : INFO : Epoch 1627 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 2916.78 ms [2022-04-27 11:41:13 main:574] : INFO : Epoch 1628 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2870.71 ms [2022-04-27 11:41:16 main:574] : INFO : Epoch 1629 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2907.83 ms [2022-04-27 11:41:18 main:574] : INFO : Epoch 1630 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2772.45 ms [2022-04-27 11:41:21 main:574] : INFO : Epoch 1631 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 2830.51 ms [2022-04-27 11:41:24 main:574] : INFO : Epoch 1632 | loss: 0.0312508 | val_loss: 0.0312494 | Time: 2918.31 ms [2022-04-27 11:41:27 main:574] : INFO : Epoch 1633 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2893.62 ms [2022-04-27 11:41:30 main:574] : INFO : Epoch 1634 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2918.63 ms [2022-04-27 11:41:33 main:574] : INFO : Epoch 1635 | loss: 0.0312493 | val_loss: 0.031251 | Time: 2784.61 ms [2022-04-27 11:41:36 main:574] : INFO : Epoch 1636 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 2883.25 ms [2022-04-27 11:41:39 main:574] : INFO : Epoch 1637 | loss: 0.0312536 | val_loss: 0.0312511 | Time: 2756.13 ms [2022-04-27 11:41:41 main:574] : INFO : Epoch 1638 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 2824.83 ms [2022-04-27 11:41:44 main:574] : INFO : Epoch 1639 | loss: 0.0312495 | val_loss: 0.0312496 | Time: 2874.19 ms [2022-04-27 11:41:47 main:574] : INFO : Epoch 1640 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2905.71 ms [2022-04-27 11:41:50 main:574] : INFO : Epoch 1641 | loss: 0.0312508 | val_loss: 0.0312497 | Time: 2962.32 ms [2022-04-27 11:41:53 main:574] : INFO : Epoch 1642 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2933.19 ms [2022-04-27 11:41:56 main:574] : INFO : Epoch 1643 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2856.97 ms [2022-04-27 11:41:59 main:574] : INFO : Epoch 1644 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2844.25 ms [2022-04-27 11:42:02 main:574] : INFO : Epoch 1645 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2844.68 ms [2022-04-27 11:42:04 main:574] : INFO : Epoch 1646 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2857.19 ms [2022-04-27 11:42:07 main:574] : INFO : Epoch 1647 | loss: 0.0312497 | val_loss: 0.0312524 | Time: 2773.2 ms [2022-04-27 11:42:10 main:574] : INFO : Epoch 1648 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2862.98 ms [2022-04-27 11:42:13 main:574] : INFO : Epoch 1649 | loss: 0.0312495 | val_loss: 0.03125 | Time: 2879.97 ms [2022-04-27 11:42:16 main:574] : INFO : Epoch 1650 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 2918.58 ms [2022-04-27 11:42:19 main:574] : INFO : Epoch 1651 | loss: 0.0312495 | val_loss: 0.0312497 | Time: 2880.92 ms [2022-04-27 11:42:22 main:574] : INFO : Epoch 1652 | loss: 0.0312491 | val_loss: 0.0312497 | Time: 2851.63 ms [2022-04-27 11:42:24 main:574] : INFO : Epoch 1653 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 2834.94 ms [2022-04-27 11:42:27 main:574] : INFO : Epoch 1654 | loss: 0.031251 | val_loss: 0.0312514 | Time: 2866.24 ms [2022-04-27 11:42:30 main:574] : INFO : Epoch 1655 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2911.34 ms [2022-04-27 11:42:33 main:574] : INFO : Epoch 1656 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2819.2 ms [2022-04-27 11:42:36 main:574] : INFO : Epoch 1657 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 2865.65 ms [2022-04-27 11:42:39 main:574] : INFO : Epoch 1658 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2806.3 ms [2022-04-27 11:42:42 main:574] : INFO : Epoch 1659 | loss: 0.0312494 | val_loss: 0.0312496 | Time: 2861.41 ms [2022-04-27 11:42:44 main:574] : INFO : Epoch 1660 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 2848.73 ms [2022-04-27 11:42:47 main:574] : INFO : Epoch 1661 | loss: 0.0312498 | val_loss: 0.0312533 | Time: 2923.02 ms [2022-04-27 11:42:50 main:574] : INFO : Epoch 1662 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2772.51 ms [2022-04-27 11:42:53 main:574] : INFO : Epoch 1663 | loss: 0.0312503 | val_loss: 0.0312532 | Time: 2913.06 ms [2022-04-27 11:42:56 main:574] : INFO : Epoch 1664 | loss: 0.0312519 | val_loss: 0.0312512 | Time: 2923.43 ms [2022-04-27 11:42:59 main:574] : INFO : Epoch 1665 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 2861.14 ms [2022-04-27 11:43:02 main:574] : INFO : Epoch 1666 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 2897.68 ms [2022-04-27 11:43:05 main:574] : INFO : Epoch 1667 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2971.07 ms [2022-04-27 11:43:08 main:574] : INFO : Epoch 1668 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2925.4 ms [2022-04-27 11:43:11 main:574] : INFO : Epoch 1669 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 2903.36 ms [2022-04-27 11:43:14 main:574] : INFO : Epoch 1670 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2879.29 ms [2022-04-27 11:43:16 main:574] : INFO : Epoch 1671 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2821.09 ms [2022-04-27 11:43:19 main:574] : INFO : Epoch 1672 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2854 ms [2022-04-27 11:43:22 main:574] : INFO : Epoch 1673 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2832.41 ms [2022-04-27 11:43:25 main:574] : INFO : Epoch 1674 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2810.52 ms [2022-04-27 11:43:28 main:574] : INFO : Epoch 1675 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2792.11 ms [2022-04-27 11:43:30 main:574] : INFO : Epoch 1676 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 2831.18 ms [2022-04-27 11:43:33 main:574] : INFO : Epoch 1677 | loss: 0.0312503 | val_loss: 0.0312523 | Time: 2789.49 ms [2022-04-27 11:43:36 main:574] : INFO : Epoch 1678 | loss: 0.0312519 | val_loss: 0.0312503 | Time: 2932.01 ms [2022-04-27 11:43:39 main:574] : INFO : Epoch 1679 | loss: 0.0312571 | val_loss: 0.0312519 | Time: 2870.56 ms [2022-04-27 11:43:42 main:574] : INFO : Epoch 1680 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 2831.56 ms [2022-04-27 11:43:45 main:574] : INFO : Epoch 1681 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2941.64 ms [2022-04-27 11:43:48 main:574] : INFO : Epoch 1682 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2933.52 ms [2022-04-27 11:43:51 main:574] : INFO : Epoch 1683 | loss: 0.031251 | val_loss: 0.031255 | Time: 2841.83 ms [2022-04-27 11:43:54 main:574] : INFO : Epoch 1684 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2921.95 ms [2022-04-27 11:43:56 main:574] : INFO : Epoch 1685 | loss: 0.0312497 | val_loss: 0.0312494 | Time: 2875.82 ms [2022-04-27 11:43:59 main:574] : INFO : Epoch 1686 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 2816.31 ms [2022-04-27 11:44:02 main:574] : INFO : Epoch 1687 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2927.9 ms [2022-04-27 11:44:05 main:574] : INFO : Epoch 1688 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2882.73 ms [2022-04-27 11:44:08 main:574] : INFO : Epoch 1689 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2844.79 ms [2022-04-27 11:44:11 main:574] : INFO : Epoch 1690 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2845.81 ms [2022-04-27 11:44:14 main:574] : INFO : Epoch 1691 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2901.1 ms [2022-04-27 11:44:17 main:574] : INFO : Epoch 1692 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2926.45 ms [2022-04-27 11:44:19 main:574] : INFO : Epoch 1693 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2807.14 ms [2022-04-27 11:44:22 main:574] : INFO : Epoch 1694 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 2810.34 ms [2022-04-27 11:44:25 main:574] : INFO : Epoch 1695 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2864.19 ms [2022-04-27 11:44:28 main:574] : INFO : Epoch 1696 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2949.19 ms [2022-04-27 11:44:31 main:574] : INFO : Epoch 1697 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2858.55 ms [2022-04-27 11:44:34 main:574] : INFO : Epoch 1698 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2887.66 ms [2022-04-27 11:44:37 main:574] : INFO : Epoch 1699 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2917.9 ms [2022-04-27 11:44:40 main:574] : INFO : Epoch 1700 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2852.14 ms [2022-04-27 11:44:43 main:574] : INFO : Epoch 1701 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 2957.09 ms [2022-04-27 11:44:46 main:574] : INFO : Epoch 1702 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 3034.6 ms [2022-04-27 11:44:48 main:574] : INFO : Epoch 1703 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2824.42 ms [2022-04-27 11:44:51 main:574] : INFO : Epoch 1704 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2884.47 ms [2022-04-27 11:44:54 main:574] : INFO : Epoch 1705 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2847.19 ms [2022-04-27 11:44:57 main:574] : INFO : Epoch 1706 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2918.31 ms [2022-04-27 11:45:00 main:574] : INFO : Epoch 1707 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2969.9 ms [2022-04-27 11:45:03 main:574] : INFO : Epoch 1708 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2867.41 ms [2022-04-27 11:45:06 main:574] : INFO : Epoch 1709 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2976.01 ms [2022-04-27 11:45:09 main:574] : INFO : Epoch 1710 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2845.71 ms [2022-04-27 11:45:12 main:574] : INFO : Epoch 1711 | loss: 0.0312496 | val_loss: 0.0312519 | Time: 2796.68 ms [2022-04-27 11:45:14 main:574] : INFO : Epoch 1712 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2859.69 ms [2022-04-27 11:45:17 main:574] : INFO : Epoch 1713 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2856.41 ms [2022-04-27 11:45:20 main:574] : INFO : Epoch 1714 | loss: 0.0312503 | val_loss: 0.0312517 | Time: 2832.46 ms [2022-04-27 11:45:23 main:574] : INFO : Epoch 1715 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2827.12 ms [2022-04-27 11:45:26 main:574] : INFO : Epoch 1716 | loss: 0.0312507 | val_loss: 0.0312536 | Time: 2881.95 ms [2022-04-27 11:45:29 main:574] : INFO : Epoch 1717 | loss: 0.031251 | val_loss: 0.0312494 | Time: 3017.93 ms [2022-04-27 11:45:32 main:574] : INFO : Epoch 1718 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2762.15 ms [2022-04-27 11:45:34 main:574] : INFO : Epoch 1719 | loss: 0.0312492 | val_loss: 0.0312493 | Time: 2835.38 ms [2022-04-27 11:45:37 main:574] : INFO : Epoch 1720 | loss: 0.0312494 | val_loss: 0.0312518 | Time: 2989.82 ms [2022-04-27 11:45:40 main:574] : INFO : Epoch 1721 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2822.12 ms [2022-04-27 11:45:43 main:574] : INFO : Epoch 1722 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2870.02 ms [2022-04-27 11:45:46 main:574] : INFO : Epoch 1723 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2915.17 ms [2022-04-27 11:45:49 main:574] : INFO : Epoch 1724 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 2808.9 ms [2022-04-27 11:45:52 main:574] : INFO : Epoch 1725 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 2922.69 ms [2022-04-27 11:45:55 main:574] : INFO : Epoch 1726 | loss: 0.0312494 | val_loss: 0.031249 | Time: 2882.92 ms [2022-04-27 11:45:58 main:574] : INFO : Epoch 1727 | loss: 0.0312495 | val_loss: 0.031249 | Time: 2918.68 ms [2022-04-27 11:46:01 main:574] : INFO : Epoch 1728 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2936.53 ms [2022-04-27 11:46:03 main:574] : INFO : Epoch 1729 | loss: 0.031249 | val_loss: 0.0312492 | Time: 2795.36 ms [2022-04-27 11:46:06 main:574] : INFO : Epoch 1730 | loss: 0.0312492 | val_loss: 0.0312494 | Time: 2844.49 ms [2022-04-27 11:46:09 main:574] : INFO : Epoch 1731 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 2840.49 ms [2022-04-27 11:46:12 main:574] : INFO : Epoch 1732 | loss: 0.0312492 | val_loss: 0.0312529 | Time: 2757.8 ms [2022-04-27 11:46:15 main:574] : INFO : Epoch 1733 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2909.32 ms [2022-04-27 11:46:18 main:574] : INFO : Epoch 1734 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2878.35 ms [2022-04-27 11:46:21 main:574] : INFO : Epoch 1735 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 2928.53 ms [2022-04-27 11:46:24 main:574] : INFO : Epoch 1736 | loss: 0.0312497 | val_loss: 0.0312489 | Time: 2938.63 ms [2022-04-27 11:46:26 main:574] : INFO : Epoch 1737 | loss: 0.031249 | val_loss: 0.0312548 | Time: 2876.51 ms [2022-04-27 11:46:29 main:574] : INFO : Epoch 1738 | loss: 0.0312503 | val_loss: 0.031249 | Time: 2909.02 ms [2022-04-27 11:46:32 main:574] : INFO : Epoch 1739 | loss: 0.0312486 | val_loss: 0.0312516 | Time: 2819.13 ms [2022-04-27 11:46:35 main:574] : INFO : Epoch 1740 | loss: 0.0312496 | val_loss: 0.0312488 | Time: 2874.7 ms [2022-04-27 11:46:38 main:574] : INFO : Epoch 1741 | loss: 0.0312494 | val_loss: 0.03125 | Time: 2916.92 ms [2022-04-27 11:46:41 main:574] : INFO : Epoch 1742 | loss: 0.0312495 | val_loss: 0.031249 | Time: 2946.48 ms [2022-04-27 11:46:44 main:574] : INFO : Epoch 1743 | loss: 0.0312485 | val_loss: 0.0312486 | Time: 2947.38 ms [2022-04-27 11:46:47 main:574] : INFO : Epoch 1744 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 2765.57 ms [2022-04-27 11:46:49 main:574] : INFO : Epoch 1745 | loss: 0.03125 | val_loss: 0.0312492 | Time: 2888.65 ms [2022-04-27 11:46:52 main:574] : INFO : Epoch 1746 | loss: 0.0312486 | val_loss: 0.031249 | Time: 2915.09 ms [2022-04-27 11:46:55 main:574] : INFO : Epoch 1747 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2848.97 ms [2022-04-27 11:46:58 main:574] : INFO : Epoch 1748 | loss: 0.0312511 | val_loss: 0.0312496 | Time: 2920.93 ms [2022-04-27 11:47:01 main:574] : INFO : Epoch 1749 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2829.33 ms [2022-04-27 11:47:04 main:574] : INFO : Epoch 1750 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 3030.66 ms [2022-04-27 11:47:07 main:574] : INFO : Epoch 1751 | loss: 0.0312494 | val_loss: 0.0312484 | Time: 2910.62 ms [2022-04-27 11:47:10 main:574] : INFO : Epoch 1752 | loss: 0.0312499 | val_loss: 0.031253 | Time: 2889.9 ms [2022-04-27 11:47:13 main:574] : INFO : Epoch 1753 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2841.71 ms [2022-04-27 11:47:16 main:574] : INFO : Epoch 1754 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2863.21 ms [2022-04-27 11:47:19 main:574] : INFO : Epoch 1755 | loss: 0.0312501 | val_loss: 0.0312489 | Time: 2924.57 ms [2022-04-27 11:47:21 main:574] : INFO : Epoch 1756 | loss: 0.031249 | val_loss: 0.0312495 | Time: 2911.54 ms [2022-04-27 11:47:24 main:574] : INFO : Epoch 1757 | loss: 0.0312499 | val_loss: 0.031249 | Time: 2893.66 ms [2022-04-27 11:47:27 main:574] : INFO : Epoch 1758 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 2816.73 ms [2022-04-27 11:47:30 main:574] : INFO : Epoch 1759 | loss: 0.0312485 | val_loss: 0.0312485 | Time: 3053.01 ms [2022-04-27 11:47:33 main:574] : INFO : Epoch 1760 | loss: 0.0312491 | val_loss: 0.0312492 | Time: 3286.56 ms [2022-04-27 11:47:37 main:574] : INFO : Epoch 1761 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 3074.04 ms [2022-04-27 11:47:39 main:574] : INFO : Epoch 1762 | loss: 0.0312486 | val_loss: 0.0312498 | Time: 2893.05 ms [2022-04-27 11:47:42 main:574] : INFO : Epoch 1763 | loss: 0.0312492 | val_loss: 0.0312495 | Time: 2907.4 ms [2022-04-27 11:47:45 main:574] : INFO : Epoch 1764 | loss: 0.0312477 | val_loss: 0.031248 | Time: 2877.27 ms [2022-04-27 11:47:48 main:574] : INFO : Epoch 1765 | loss: 0.0312475 | val_loss: 0.0312513 | Time: 2872.36 ms [2022-04-27 11:47:51 main:574] : INFO : Epoch 1766 | loss: 0.0312488 | val_loss: 0.0312494 | Time: 3122.9 ms [2022-04-27 11:47:54 main:574] : INFO : Epoch 1767 | loss: 0.0312478 | val_loss: 0.0312529 | Time: 2921.69 ms [2022-04-27 11:47:57 main:574] : INFO : Epoch 1768 | loss: 0.0312491 | val_loss: 0.0312486 | Time: 2833.77 ms [2022-04-27 11:48:00 main:574] : INFO : Epoch 1769 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 2857 ms [2022-04-27 11:48:03 main:574] : INFO : Epoch 1770 | loss: 0.0312501 | val_loss: 0.0312485 | Time: 2936.19 ms [2022-04-27 11:48:06 main:574] : INFO : Epoch 1771 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 2874.39 ms [2022-04-27 11:48:09 main:574] : INFO : Epoch 1772 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 2871.59 ms [2022-04-27 11:48:11 main:574] : INFO : Epoch 1773 | loss: 0.0312472 | val_loss: 0.0312475 | Time: 2838.23 ms [2022-04-27 11:48:14 main:574] : INFO : Epoch 1774 | loss: 0.031247 | val_loss: 0.0312507 | Time: 2848.71 ms [2022-04-27 11:48:17 main:574] : INFO : Epoch 1775 | loss: 0.0312466 | val_loss: 0.031248 | Time: 2870.19 ms [2022-04-27 11:48:20 main:574] : INFO : Epoch 1776 | loss: 0.0312499 | val_loss: 0.0312486 | Time: 2766.28 ms [2022-04-27 11:48:23 main:574] : INFO : Epoch 1777 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 2882.62 ms [2022-04-27 11:48:26 main:574] : INFO : Epoch 1778 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 2813.8 ms [2022-04-27 11:48:29 main:574] : INFO : Epoch 1779 | loss: 0.0312488 | val_loss: 0.031248 | Time: 2913.54 ms [2022-04-27 11:48:31 main:574] : INFO : Epoch 1780 | loss: 0.0312494 | val_loss: 0.0312479 | Time: 2827.14 ms [2022-04-27 11:48:34 main:574] : INFO : Epoch 1781 | loss: 0.0312486 | val_loss: 0.0312482 | Time: 2908.83 ms [2022-04-27 11:48:37 main:574] : INFO : Epoch 1782 | loss: 0.0312523 | val_loss: 0.0312525 | Time: 2896.99 ms [2022-04-27 11:48:40 main:574] : INFO : Epoch 1783 | loss: 0.0312487 | val_loss: 0.0312484 | Time: 2908.27 ms [2022-04-27 11:48:43 main:574] : INFO : Epoch 1784 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 2794.64 ms [2022-04-27 11:48:46 main:574] : INFO : Epoch 1785 | loss: 0.0312473 | val_loss: 0.0312465 | Time: 2812.59 ms [2022-04-27 11:48:49 main:574] : INFO : Epoch 1786 | loss: 0.0312511 | val_loss: 0.0312484 | Time: 2937.16 ms [2022-04-27 11:48:52 main:574] : INFO : Epoch 1787 | loss: 0.031249 | val_loss: 0.0312507 | Time: 2978.67 ms [2022-04-27 11:48:55 main:574] : INFO : Epoch 1788 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 2897.69 ms [2022-04-27 11:48:57 main:574] : INFO : Epoch 1789 | loss: 0.0312469 | val_loss: 0.0312468 | Time: 2876.06 ms [2022-04-27 11:49:00 main:574] : INFO : Epoch 1790 | loss: 0.0312497 | val_loss: 0.0312487 | Time: 2875.03 ms [2022-04-27 11:49:03 main:574] : INFO : Epoch 1791 | loss: 0.0312476 | val_loss: 0.0312467 | Time: 2914.42 ms [2022-04-27 11:49:06 main:574] : INFO : Epoch 1792 | loss: 0.031247 | val_loss: 0.0312467 | Time: 2878.61 ms [2022-04-27 11:49:09 main:574] : INFO : Epoch 1793 | loss: 0.0312458 | val_loss: 0.0312473 | Time: 2876 ms [2022-04-27 11:49:12 main:574] : INFO : Epoch 1794 | loss: 0.0312467 | val_loss: 0.0312464 | Time: 2904.33 ms [2022-04-27 11:49:15 main:574] : INFO : Epoch 1795 | loss: 0.0312462 | val_loss: 0.0312467 | Time: 2889.5 ms [2022-04-27 11:49:18 main:574] : INFO : Epoch 1796 | loss: 0.0312467 | val_loss: 0.0312553 | Time: 3053.88 ms [2022-04-27 11:49:21 main:574] : INFO : Epoch 1797 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 2963.91 ms [2022-04-27 11:49:24 main:574] : INFO : Epoch 1798 | loss: 0.0312486 | val_loss: 0.031251 | Time: 2852.46 ms [2022-04-27 11:49:27 main:574] : INFO : Epoch 1799 | loss: 0.0312488 | val_loss: 0.0312472 | Time: 2872.99 ms [2022-04-27 11:49:30 main:574] : INFO : Epoch 1800 | loss: 0.0312466 | val_loss: 0.0312524 | Time: 2973.77 ms [2022-04-27 11:49:32 main:574] : INFO : Epoch 1801 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 2834.73 ms [2022-04-27 11:49:35 main:574] : INFO : Epoch 1802 | loss: 0.0312465 | val_loss: 0.0312566 | Time: 2858.41 ms [2022-04-27 11:49:38 main:574] : INFO : Epoch 1803 | loss: 0.0312501 | val_loss: 0.0312479 | Time: 2923.36 ms [2022-04-27 11:49:41 main:574] : INFO : Epoch 1804 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 2838.25 ms [2022-04-27 11:49:44 main:574] : INFO : Epoch 1805 | loss: 0.0312469 | val_loss: 0.031247 | Time: 2932.05 ms [2022-04-27 11:49:47 main:574] : INFO : Epoch 1806 | loss: 0.031247 | val_loss: 0.0312474 | Time: 2827.8 ms [2022-04-27 11:49:50 main:574] : INFO : Epoch 1807 | loss: 0.0312505 | val_loss: 0.0312479 | Time: 2900.63 ms [2022-04-27 11:49:53 main:574] : INFO : Epoch 1808 | loss: 0.0312488 | val_loss: 0.0312462 | Time: 2861.67 ms [2022-04-27 11:49:55 main:574] : INFO : Epoch 1809 | loss: 0.0312457 | val_loss: 0.0312489 | Time: 2862.82 ms [2022-04-27 11:49:58 main:574] : INFO : Epoch 1810 | loss: 0.0312456 | val_loss: 0.0312453 | Time: 2859.51 ms [2022-04-27 11:50:01 main:574] : INFO : Epoch 1811 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 2994.09 ms [2022-04-27 11:50:04 main:574] : INFO : Epoch 1812 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 2908.83 ms [2022-04-27 11:50:07 main:574] : INFO : Epoch 1813 | loss: 0.0312478 | val_loss: 0.0312487 | Time: 2911.71 ms [2022-04-27 11:50:10 main:574] : INFO : Epoch 1814 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 2896.02 ms [2022-04-27 11:50:13 main:574] : INFO : Epoch 1815 | loss: 0.0312471 | val_loss: 0.0312461 | Time: 2989.7 ms [2022-04-27 11:50:16 main:574] : INFO : Epoch 1816 | loss: 0.0312458 | val_loss: 0.0312459 | Time: 2756.38 ms [2022-04-27 11:50:19 main:574] : INFO : Epoch 1817 | loss: 0.0312455 | val_loss: 0.0312519 | Time: 2794.45 ms [2022-04-27 11:50:21 main:574] : INFO : Epoch 1818 | loss: 0.0312471 | val_loss: 0.0312477 | Time: 2791.12 ms [2022-04-27 11:50:24 main:574] : INFO : Epoch 1819 | loss: 0.031247 | val_loss: 0.0312459 | Time: 2854.17 ms [2022-04-27 11:50:27 main:574] : INFO : Epoch 1820 | loss: 0.0312453 | val_loss: 0.0312466 | Time: 3018.22 ms [2022-04-27 11:50:30 main:574] : INFO : Epoch 1821 | loss: 0.0312464 | val_loss: 0.0312472 | Time: 3074.39 ms [2022-04-27 11:50:33 main:574] : INFO : Epoch 1822 | loss: 0.0312453 | val_loss: 0.0312442 | Time: 2900.49 ms [2022-04-27 11:50:36 main:574] : INFO : Epoch 1823 | loss: 0.0312448 | val_loss: 0.0312447 | Time: 2836.46 ms [2022-04-27 11:50:39 main:574] : INFO : Epoch 1824 | loss: 0.031245 | val_loss: 0.0312441 | Time: 2823.21 ms [2022-04-27 11:50:42 main:574] : INFO : Epoch 1825 | loss: 0.0312446 | val_loss: 0.0312472 | Time: 2884.45 ms [2022-04-27 11:50:45 main:574] : INFO : Epoch 1826 | loss: 0.0312457 | val_loss: 0.0312448 | Time: 2897.86 ms [2022-04-27 11:50:48 main:574] : INFO : Epoch 1827 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 2910.71 ms [2022-04-27 11:50:50 main:574] : INFO : Epoch 1828 | loss: 0.0312459 | val_loss: 0.0312463 | Time: 2894.18 ms [2022-04-27 11:50:53 main:574] : INFO : Epoch 1829 | loss: 0.0312463 | val_loss: 0.0312441 | Time: 2896.29 ms [2022-04-27 11:50:56 main:574] : INFO : Epoch 1830 | loss: 0.0312469 | val_loss: 0.031245 | Time: 2752.05 ms [2022-04-27 11:50:59 main:574] : INFO : Epoch 1831 | loss: 0.0312464 | val_loss: 0.0312459 | Time: 2815.28 ms [2022-04-27 11:51:02 main:574] : INFO : Epoch 1832 | loss: 0.0312457 | val_loss: 0.0312433 | Time: 3065.01 ms [2022-04-27 11:51:05 main:574] : INFO : Epoch 1833 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 2852.22 ms [2022-04-27 11:51:08 main:574] : INFO : Epoch 1834 | loss: 0.031247 | val_loss: 0.0312441 | Time: 2891.71 ms [2022-04-27 11:51:11 main:574] : INFO : Epoch 1835 | loss: 0.031247 | val_loss: 0.0312455 | Time: 2812.65 ms [2022-04-27 11:51:14 main:574] : INFO : Epoch 1836 | loss: 0.0312455 | val_loss: 0.0312435 | Time: 2931.87 ms [2022-04-27 11:51:16 main:574] : INFO : Epoch 1837 | loss: 0.031247 | val_loss: 0.0312517 | Time: 2928.22 ms [2022-04-27 11:51:19 main:574] : INFO : Epoch 1838 | loss: 0.0312471 | val_loss: 0.0312482 | Time: 2855.09 ms [2022-04-27 11:51:22 main:574] : INFO : Epoch 1839 | loss: 0.0312457 | val_loss: 0.031245 | Time: 2879.65 ms [2022-04-27 11:51:25 main:574] : INFO : Epoch 1840 | loss: 0.0312444 | val_loss: 0.0312454 | Time: 2823.59 ms [2022-04-27 11:51:28 main:574] : INFO : Epoch 1841 | loss: 0.0312439 | val_loss: 0.0312434 | Time: 2896.16 ms [2022-04-27 11:51:31 main:574] : INFO : Epoch 1842 | loss: 0.0312442 | val_loss: 0.0312446 | Time: 2866.5 ms [2022-04-27 11:51:34 main:574] : INFO : Epoch 1843 | loss: 0.0312452 | val_loss: 0.0312461 | Time: 2911.93 ms [2022-04-27 11:51:37 main:574] : INFO : Epoch 1844 | loss: 0.0312443 | val_loss: 0.0312447 | Time: 2896.07 ms [2022-04-27 11:51:40 main:574] : INFO : Epoch 1845 | loss: 0.031246 | val_loss: 0.0312463 | Time: 2891.87 ms [2022-04-27 11:51:42 main:574] : INFO : Epoch 1846 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 2907.18 ms [2022-04-27 11:51:45 main:574] : INFO : Epoch 1847 | loss: 0.0312464 | val_loss: 0.031244 | Time: 2823.29 ms [2022-04-27 11:51:48 main:574] : INFO : Epoch 1848 | loss: 0.0312442 | val_loss: 0.0312439 | Time: 2871.77 ms [2022-04-27 11:51:51 main:574] : INFO : Epoch 1849 | loss: 0.0312425 | val_loss: 0.0312439 | Time: 2881.6 ms [2022-04-27 11:51:54 main:574] : INFO : Epoch 1850 | loss: 0.0312439 | val_loss: 0.0312522 | Time: 3079.75 ms [2022-04-27 11:51:57 main:574] : INFO : Epoch 1851 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 2889.76 ms [2022-04-27 11:52:00 main:574] : INFO : Epoch 1852 | loss: 0.0312439 | val_loss: 0.0312434 | Time: 2941.65 ms [2022-04-27 11:52:03 main:574] : INFO : Epoch 1853 | loss: 0.0312428 | val_loss: 0.0312451 | Time: 2991.35 ms [2022-04-27 11:52:06 main:574] : INFO : Epoch 1854 | loss: 0.0312443 | val_loss: 0.0312445 | Time: 2845.04 ms [2022-04-27 11:52:09 main:574] : INFO : Epoch 1855 | loss: 0.0312424 | val_loss: 0.031245 | Time: 2796.53 ms [2022-04-27 11:52:11 main:574] : INFO : Epoch 1856 | loss: 0.0312478 | val_loss: 0.0312506 | Time: 2823.09 ms [2022-04-27 11:52:14 main:574] : INFO : Epoch 1857 | loss: 0.0312497 | val_loss: 0.0312464 | Time: 2911.56 ms [2022-04-27 11:52:17 main:574] : INFO : Epoch 1858 | loss: 0.0312453 | val_loss: 0.0312484 | Time: 2939.51 ms [2022-04-27 11:52:20 main:574] : INFO : Epoch 1859 | loss: 0.0312453 | val_loss: 0.0312461 | Time: 2888.95 ms [2022-04-27 11:52:23 main:574] : INFO : Epoch 1860 | loss: 0.0312433 | val_loss: 0.0312464 | Time: 2970.73 ms [2022-04-27 11:52:26 main:574] : INFO : Epoch 1861 | loss: 0.0312426 | val_loss: 0.0312485 | Time: 2826.5 ms [2022-04-27 11:52:29 main:574] : INFO : Epoch 1862 | loss: 0.0312434 | val_loss: 0.0312428 | Time: 2857.79 ms [2022-04-27 11:52:32 main:574] : INFO : Epoch 1863 | loss: 0.0312429 | val_loss: 0.0312442 | Time: 2960.9 ms [2022-04-27 11:52:35 main:574] : INFO : Epoch 1864 | loss: 0.0312433 | val_loss: 0.0312451 | Time: 2932.17 ms [2022-04-27 11:52:38 main:574] : INFO : Epoch 1865 | loss: 0.0312431 | val_loss: 0.0312424 | Time: 2869.16 ms [2022-04-27 11:52:41 main:574] : INFO : Epoch 1866 | loss: 0.0312407 | val_loss: 0.0312447 | Time: 2908.5 ms [2022-04-27 11:52:44 main:574] : INFO : Epoch 1867 | loss: 0.0312426 | val_loss: 0.0312414 | Time: 3087.33 ms [2022-04-27 11:52:46 main:574] : INFO : Epoch 1868 | loss: 0.0312431 | val_loss: 0.0312438 | Time: 2847.67 ms [2022-04-27 11:52:49 main:574] : INFO : Epoch 1869 | loss: 0.0312418 | val_loss: 0.0312426 | Time: 2979.15 ms [2022-04-27 11:52:52 main:574] : INFO : Epoch 1870 | loss: 0.03124 | val_loss: 0.0312441 | Time: 2890.74 ms [2022-04-27 11:52:55 main:574] : INFO : Epoch 1871 | loss: 0.0312419 | val_loss: 0.0312442 | Time: 3081.83 ms [2022-04-27 11:52:58 main:574] : INFO : Epoch 1872 | loss: 0.0312403 | val_loss: 0.0312424 | Time: 2838.71 ms [2022-04-27 11:53:01 main:574] : INFO : Epoch 1873 | loss: 0.0312423 | val_loss: 0.0312434 | Time: 2904.38 ms [2022-04-27 11:53:04 main:574] : INFO : Epoch 1874 | loss: 0.0312409 | val_loss: 0.0312478 | Time: 2823.63 ms [2022-04-27 11:53:07 main:574] : INFO : Epoch 1875 | loss: 0.0312471 | val_loss: 0.0312454 | Time: 2844.04 ms [2022-04-27 11:53:10 main:574] : INFO : Epoch 1876 | loss: 0.0312436 | val_loss: 0.0312462 | Time: 2942.94 ms [2022-04-27 11:53:13 main:574] : INFO : Epoch 1877 | loss: 0.0312417 | val_loss: 0.0312423 | Time: 2861.98 ms [2022-04-27 11:53:16 main:574] : INFO : Epoch 1878 | loss: 0.031245 | val_loss: 0.0312432 | Time: 2830.69 ms [2022-04-27 11:53:18 main:574] : INFO : Epoch 1879 | loss: 0.0312427 | val_loss: 0.0312411 | Time: 2941.42 ms [2022-04-27 11:53:21 main:574] : INFO : Epoch 1880 | loss: 0.0312419 | val_loss: 0.0312437 | Time: 2893.47 ms [2022-04-27 11:53:24 main:574] : INFO : Epoch 1881 | loss: 0.0312437 | val_loss: 0.031247 | Time: 2835.86 ms [2022-04-27 11:53:27 main:574] : INFO : Epoch 1882 | loss: 0.0312479 | val_loss: 0.031248 | Time: 2923.54 ms [2022-04-27 11:53:30 main:574] : INFO : Epoch 1883 | loss: 0.0312438 | val_loss: 0.0312494 | Time: 2832.26 ms [2022-04-27 11:53:33 main:574] : INFO : Epoch 1884 | loss: 0.0312428 | val_loss: 0.0312416 | Time: 2789.15 ms [2022-04-27 11:53:36 main:574] : INFO : Epoch 1885 | loss: 0.0312417 | val_loss: 0.0312462 | Time: 2894.21 ms [2022-04-27 11:53:39 main:574] : INFO : Epoch 1886 | loss: 0.0312435 | val_loss: 0.0312468 | Time: 2868.66 ms [2022-04-27 11:53:41 main:574] : INFO : Epoch 1887 | loss: 0.0312409 | val_loss: 0.0312494 | Time: 2792.35 ms [2022-04-27 11:53:44 main:574] : INFO : Epoch 1888 | loss: 0.0312403 | val_loss: 0.0312408 | Time: 2863.56 ms [2022-04-27 11:53:47 main:574] : INFO : Epoch 1889 | loss: 0.0312394 | val_loss: 0.0312453 | Time: 2947.1 ms [2022-04-27 11:53:50 main:574] : INFO : Epoch 1890 | loss: 0.0312439 | val_loss: 0.0312444 | Time: 2875.7 ms [2022-04-27 11:53:53 main:574] : INFO : Epoch 1891 | loss: 0.0312433 | val_loss: 0.031244 | Time: 2799.03 ms [2022-04-27 11:53:56 main:574] : INFO : Epoch 1892 | loss: 0.0312406 | val_loss: 0.0312473 | Time: 2894.69 ms [2022-04-27 11:53:59 main:574] : INFO : Epoch 1893 | loss: 0.0312419 | val_loss: 0.0312447 | Time: 2887.49 ms [2022-04-27 11:54:02 main:574] : INFO : Epoch 1894 | loss: 0.0312428 | val_loss: 0.0312498 | Time: 2950.53 ms [2022-04-27 11:54:05 main:574] : INFO : Epoch 1895 | loss: 0.0312431 | val_loss: 0.031242 | Time: 2910.9 ms [2022-04-27 11:54:07 main:574] : INFO : Epoch 1896 | loss: 0.0312426 | val_loss: 0.0312577 | Time: 2860.2 ms [2022-04-27 11:54:10 main:574] : INFO : Epoch 1897 | loss: 0.0312464 | val_loss: 0.0312453 | Time: 2864.14 ms [2022-04-27 11:54:13 main:574] : INFO : Epoch 1898 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 2871.35 ms [2022-04-27 11:54:16 main:574] : INFO : Epoch 1899 | loss: 0.0312447 | val_loss: 0.0312463 | Time: 2850.36 ms [2022-04-27 11:54:19 main:574] : INFO : Epoch 1900 | loss: 0.0312433 | val_loss: 0.0312436 | Time: 2895.98 ms [2022-04-27 11:54:22 main:574] : INFO : Epoch 1901 | loss: 0.031241 | val_loss: 0.0312414 | Time: 2886.32 ms [2022-04-27 11:54:25 main:574] : INFO : Epoch 1902 | loss: 0.0312401 | val_loss: 0.0312433 | Time: 2881.21 ms [2022-04-27 11:54:27 main:574] : INFO : Epoch 1903 | loss: 0.0312417 | val_loss: 0.0312412 | Time: 2761.45 ms [2022-04-27 11:54:30 main:574] : INFO : Epoch 1904 | loss: 0.0312412 | val_loss: 0.031241 | Time: 2852.14 ms [2022-04-27 11:54:33 main:574] : INFO : Epoch 1905 | loss: 0.0312396 | val_loss: 0.0312408 | Time: 2937.93 ms [2022-04-27 11:54:36 main:574] : INFO : Epoch 1906 | loss: 0.0312414 | val_loss: 0.0312444 | Time: 2844.96 ms [2022-04-27 11:54:39 main:574] : INFO : Epoch 1907 | loss: 0.0312416 | val_loss: 0.0312414 | Time: 2922.79 ms [2022-04-27 11:54:42 main:574] : INFO : Epoch 1908 | loss: 0.0312444 | val_loss: 0.0312464 | Time: 2954.49 ms [2022-04-27 11:54:45 main:574] : INFO : Epoch 1909 | loss: 0.031242 | val_loss: 0.0312405 | Time: 2882.79 ms [2022-04-27 11:54:48 main:574] : INFO : Epoch 1910 | loss: 0.0312398 | val_loss: 0.0312402 | Time: 3015.84 ms [2022-04-27 11:54:51 main:574] : INFO : Epoch 1911 | loss: 0.0312399 | val_loss: 0.031241 | Time: 2955.33 ms [2022-04-27 11:54:54 main:574] : INFO : Epoch 1912 | loss: 0.0312401 | val_loss: 0.0312413 | Time: 2868.67 ms [2022-04-27 11:54:57 main:574] : INFO : Epoch 1913 | loss: 0.03124 | val_loss: 0.031247 | Time: 2839.48 ms [2022-04-27 11:54:59 main:574] : INFO : Epoch 1914 | loss: 0.0312433 | val_loss: 0.0312437 | Time: 2809.32 ms [2022-04-27 11:55:02 main:574] : INFO : Epoch 1915 | loss: 0.0312424 | val_loss: 0.031246 | Time: 2954.34 ms [2022-04-27 11:55:05 main:574] : INFO : Epoch 1916 | loss: 0.0312472 | val_loss: 0.0312476 | Time: 2902.48 ms [2022-04-27 11:55:08 main:574] : INFO : Epoch 1917 | loss: 0.0312418 | val_loss: 0.0312409 | Time: 2813.01 ms [2022-04-27 11:55:11 main:574] : INFO : Epoch 1918 | loss: 0.03124 | val_loss: 0.0312452 | Time: 2770.35 ms [2022-04-27 11:55:14 main:574] : INFO : Epoch 1919 | loss: 0.0312411 | val_loss: 0.0312415 | Time: 2875.7 ms [2022-04-27 11:55:16 main:574] : INFO : Epoch 1920 | loss: 0.0312413 | val_loss: 0.0312432 | Time: 2782.38 ms [2022-04-27 11:55:19 main:574] : INFO : Epoch 1921 | loss: 0.0312401 | val_loss: 0.0312412 | Time: 2835.81 ms [2022-04-27 11:55:22 main:574] : INFO : Epoch 1922 | loss: 0.0312402 | val_loss: 0.0312407 | Time: 2849.69 ms [2022-04-27 11:55:25 main:574] : INFO : Epoch 1923 | loss: 0.0312398 | val_loss: 0.031242 | Time: 2813.01 ms [2022-04-27 11:55:28 main:574] : INFO : Epoch 1924 | loss: 0.0312404 | val_loss: 0.0312406 | Time: 2815.15 ms [2022-04-27 11:55:31 main:574] : INFO : Epoch 1925 | loss: 0.0312395 | val_loss: 0.0312407 | Time: 2984.39 ms [2022-04-27 11:55:34 main:574] : INFO : Epoch 1926 | loss: 0.0312402 | val_loss: 0.0312425 | Time: 2917.4 ms [2022-04-27 11:55:37 main:574] : INFO : Epoch 1927 | loss: 0.0312436 | val_loss: 0.0312454 | Time: 2887.97 ms [2022-04-27 11:55:39 main:574] : INFO : Epoch 1928 | loss: 0.0312448 | val_loss: 0.0312433 | Time: 2840.32 ms [2022-04-27 11:55:42 main:574] : INFO : Epoch 1929 | loss: 0.0312396 | val_loss: 0.0312412 | Time: 2759.1 ms [2022-04-27 11:55:45 main:574] : INFO : Epoch 1930 | loss: 0.0312395 | val_loss: 0.0312426 | Time: 2833.85 ms [2022-04-27 11:55:48 main:574] : INFO : Epoch 1931 | loss: 0.0312389 | val_loss: 0.0312466 | Time: 2830.11 ms [2022-04-27 11:55:51 main:574] : INFO : Epoch 1932 | loss: 0.0312407 | val_loss: 0.0312431 | Time: 2855.26 ms [2022-04-27 11:55:54 main:574] : INFO : Epoch 1933 | loss: 0.0312436 | val_loss: 0.031255 | Time: 2785.1 ms [2022-04-27 11:55:56 main:574] : INFO : Epoch 1934 | loss: 0.0312443 | val_loss: 0.0312447 | Time: 2841.7 ms [2022-04-27 11:55:59 main:574] : INFO : Epoch 1935 | loss: 0.0312395 | val_loss: 0.0312443 | Time: 2807.4 ms [2022-04-27 11:56:02 main:574] : INFO : Epoch 1936 | loss: 0.0312404 | val_loss: 0.0312416 | Time: 2970.32 ms [2022-04-27 11:56:05 main:574] : INFO : Epoch 1937 | loss: 0.0312414 | val_loss: 0.0312451 | Time: 2870.18 ms [2022-04-27 11:56:08 main:574] : INFO : Epoch 1938 | loss: 0.0312398 | val_loss: 0.0312418 | Time: 2903.05 ms [2022-04-27 11:56:11 main:574] : INFO : Epoch 1939 | loss: 0.0312402 | val_loss: 0.0312412 | Time: 2915.93 ms [2022-04-27 11:56:14 main:574] : INFO : Epoch 1940 | loss: 0.0312411 | val_loss: 0.0312417 | Time: 2880.81 ms [2022-04-27 11:56:17 main:574] : INFO : Epoch 1941 | loss: 0.031241 | val_loss: 0.0312481 | Time: 2838.52 ms [2022-04-27 11:56:20 main:574] : INFO : Epoch 1942 | loss: 0.0312409 | val_loss: 0.0312413 | Time: 2919.22 ms [2022-04-27 11:56:23 main:574] : INFO : Epoch 1943 | loss: 0.0312386 | val_loss: 0.0312397 | Time: 3078.18 ms [2022-04-27 11:56:25 main:574] : INFO : Epoch 1944 | loss: 0.031239 | val_loss: 0.0312397 | Time: 2843.61 ms [2022-04-27 11:56:28 main:574] : INFO : Epoch 1945 | loss: 0.0312395 | val_loss: 0.0312455 | Time: 2895.99 ms [2022-04-27 11:56:31 main:574] : INFO : Epoch 1946 | loss: 0.0312399 | val_loss: 0.0312422 | Time: 2847.02 ms [2022-04-27 11:56:34 main:574] : INFO : Epoch 1947 | loss: 0.031239 | val_loss: 0.0312403 | Time: 2823.24 ms [2022-04-27 11:56:37 main:574] : INFO : Epoch 1948 | loss: 0.0312378 | val_loss: 0.0312396 | Time: 2892.69 ms [2022-04-27 11:56:40 main:574] : INFO : Epoch 1949 | loss: 0.0312391 | val_loss: 0.0312395 | Time: 2927.05 ms [2022-04-27 11:56:43 main:574] : INFO : Epoch 1950 | loss: 0.0312442 | val_loss: 0.0312428 | Time: 2905.48 ms [2022-04-27 11:56:46 main:574] : INFO : Epoch 1951 | loss: 0.0312458 | val_loss: 0.0312483 | Time: 2954.5 ms [2022-04-27 11:56:49 main:574] : INFO : Epoch 1952 | loss: 0.0312425 | val_loss: 0.0312401 | Time: 2854.21 ms [2022-04-27 11:56:51 main:574] : INFO : Epoch 1953 | loss: 0.0312396 | val_loss: 0.0312406 | Time: 2888.67 ms [2022-04-27 11:56:54 main:574] : INFO : Epoch 1954 | loss: 0.0312381 | val_loss: 0.031244 | Time: 2922.87 ms [2022-04-27 11:56:57 main:574] : INFO : Epoch 1955 | loss: 0.0312404 | val_loss: 0.0312412 | Time: 2850.38 ms [2022-04-27 11:57:00 main:574] : INFO : Epoch 1956 | loss: 0.0312374 | val_loss: 0.0312397 | Time: 2782.89 ms [2022-04-27 11:57:03 main:574] : INFO : Epoch 1957 | loss: 0.0312398 | val_loss: 0.0312462 | Time: 2904.56 ms [2022-04-27 11:57:06 main:574] : INFO : Epoch 1958 | loss: 0.0312391 | val_loss: 0.0312393 | Time: 2893.55 ms [2022-04-27 11:57:09 main:574] : INFO : Epoch 1959 | loss: 0.0312391 | val_loss: 0.0312427 | Time: 2913.39 ms [2022-04-27 11:57:12 main:574] : INFO : Epoch 1960 | loss: 0.0312424 | val_loss: 0.0312408 | Time: 3054.83 ms [2022-04-27 11:57:15 main:574] : INFO : Epoch 1961 | loss: 0.0312389 | val_loss: 0.0312449 | Time: 3086.78 ms [2022-04-27 11:57:18 main:574] : INFO : Epoch 1962 | loss: 0.0312415 | val_loss: 0.0312402 | Time: 2890.27 ms [2022-04-27 11:57:21 main:574] : INFO : Epoch 1963 | loss: 0.0312394 | val_loss: 0.0312403 | Time: 2885.19 ms [2022-04-27 11:57:23 main:574] : INFO : Epoch 1964 | loss: 0.0312401 | val_loss: 0.0312455 | Time: 2793.4 ms [2022-04-27 11:57:26 main:574] : INFO : Epoch 1965 | loss: 0.0312431 | val_loss: 0.0312447 | Time: 2859.59 ms [2022-04-27 11:57:29 main:574] : INFO : Epoch 1966 | loss: 0.03124 | val_loss: 0.0312428 | Time: 2886.19 ms [2022-04-27 11:57:32 main:574] : INFO : Epoch 1967 | loss: 0.0312414 | val_loss: 0.031241 | Time: 2760.59 ms [2022-04-27 11:57:35 main:574] : INFO : Epoch 1968 | loss: 0.0312386 | val_loss: 0.03124 | Time: 2925.74 ms [2022-04-27 11:57:38 main:574] : INFO : Epoch 1969 | loss: 0.0312391 | val_loss: 0.0312435 | Time: 2971.42 ms [2022-04-27 11:57:41 main:574] : INFO : Epoch 1970 | loss: 0.0312402 | val_loss: 0.0312398 | Time: 2835.58 ms [2022-04-27 11:57:44 main:574] : INFO : Epoch 1971 | loss: 0.0312422 | val_loss: 0.031246 | Time: 2851.37 ms [2022-04-27 11:57:46 main:574] : INFO : Epoch 1972 | loss: 0.0312411 | val_loss: 0.0312418 | Time: 2830.72 ms [2022-04-27 11:57:49 main:574] : INFO : Epoch 1973 | loss: 0.0312398 | val_loss: 0.0312452 | Time: 2812.53 ms [2022-04-27 11:57:52 main:574] : INFO : Epoch 1974 | loss: 0.0312405 | val_loss: 0.031242 | Time: 2824.53 ms [2022-04-27 11:57:55 main:574] : INFO : Epoch 1975 | loss: 0.0312401 | val_loss: 0.0312412 | Time: 2971.25 ms [2022-04-27 11:57:58 main:574] : INFO : Epoch 1976 | loss: 0.0312394 | val_loss: 0.0312413 | Time: 2851.94 ms [2022-04-27 11:58:01 main:574] : INFO : Epoch 1977 | loss: 0.0312402 | val_loss: 0.0312412 | Time: 2932.06 ms [2022-04-27 11:58:04 main:574] : INFO : Epoch 1978 | loss: 0.0312408 | val_loss: 0.0312423 | Time: 2932 ms [2022-04-27 11:58:07 main:574] : INFO : Epoch 1979 | loss: 0.0312432 | val_loss: 0.0312432 | Time: 2804.34 ms [2022-04-27 11:58:10 main:574] : INFO : Epoch 1980 | loss: 0.0312394 | val_loss: 0.0312399 | Time: 2955.95 ms [2022-04-27 11:58:12 main:574] : INFO : Epoch 1981 | loss: 0.0312409 | val_loss: 0.0312458 | Time: 2840.72 ms [2022-04-27 11:58:15 main:574] : INFO : Epoch 1982 | loss: 0.0312398 | val_loss: 0.0312506 | Time: 2942.05 ms [2022-04-27 11:58:18 main:574] : INFO : Epoch 1983 | loss: 0.0312451 | val_loss: 0.0312455 | Time: 2791.22 ms [2022-04-27 11:58:21 main:574] : INFO : Epoch 1984 | loss: 0.031245 | val_loss: 0.0312434 | Time: 2829.71 ms [2022-04-27 11:58:24 main:574] : INFO : Epoch 1985 | loss: 0.0312432 | val_loss: 0.0312445 | Time: 2906.96 ms [2022-04-27 11:58:27 main:574] : INFO : Epoch 1986 | loss: 0.0312428 | val_loss: 0.0312423 | Time: 2830.45 ms [2022-04-27 11:58:30 main:574] : INFO : Epoch 1987 | loss: 0.0312415 | val_loss: 0.0312429 | Time: 2845.3 ms [2022-04-27 11:58:33 main:574] : INFO : Epoch 1988 | loss: 0.0312408 | val_loss: 0.031245 | Time: 2919.15 ms [2022-04-27 11:58:36 main:574] : INFO : Epoch 1989 | loss: 0.0312407 | val_loss: 0.031242 | Time: 3030.94 ms [2022-04-27 11:58:38 main:574] : INFO : Epoch 1990 | loss: 0.03124 | val_loss: 0.0312437 | Time: 2902.76 ms [2022-04-27 11:58:41 main:574] : INFO : Epoch 1991 | loss: 0.0312401 | val_loss: 0.0312426 | Time: 2896.06 ms [2022-04-27 11:58:44 main:574] : INFO : Epoch 1992 | loss: 0.03124 | val_loss: 0.031246 | Time: 2960.36 ms [2022-04-27 11:58:47 main:574] : INFO : Epoch 1993 | loss: 0.0312425 | val_loss: 0.0312433 | Time: 2897.88 ms [2022-04-27 11:58:50 main:574] : INFO : Epoch 1994 | loss: 0.0312404 | val_loss: 0.0312422 | Time: 2832.45 ms [2022-04-27 11:58:53 main:574] : INFO : Epoch 1995 | loss: 0.03124 | val_loss: 0.031242 | Time: 2797.11 ms [2022-04-27 11:58:56 main:574] : INFO : Epoch 1996 | loss: 0.0312402 | val_loss: 0.0312422 | Time: 2864.34 ms [2022-04-27 11:58:59 main:574] : INFO : Epoch 1997 | loss: 0.0312431 | val_loss: 0.0312453 | Time: 2912.78 ms [2022-04-27 11:59:02 main:574] : INFO : Epoch 1998 | loss: 0.0312407 | val_loss: 0.0312439 | Time: 2905.2 ms [2022-04-27 11:59:04 main:574] : INFO : Epoch 1999 | loss: 0.0312399 | val_loss: 0.0312414 | Time: 2939.43 ms [2022-04-27 11:59:08 main:574] : INFO : Epoch 2000 | loss: 0.0312397 | val_loss: 0.0312424 | Time: 3057.5 ms [2022-04-27 11:59:10 main:574] : INFO : Epoch 2001 | loss: 0.0312396 | val_loss: 0.0312454 | Time: 2914.45 ms [2022-04-27 11:59:13 main:574] : INFO : Epoch 2002 | loss: 0.0312417 | val_loss: 0.0312433 | Time: 2891.56 ms [2022-04-27 11:59:16 main:574] : INFO : Epoch 2003 | loss: 0.0312392 | val_loss: 0.0312401 | Time: 2879.3 ms [2022-04-27 11:59:19 main:574] : INFO : Epoch 2004 | loss: 0.0312392 | val_loss: 0.0312445 | Time: 2971.7 ms [2022-04-27 11:59:22 main:574] : INFO : Epoch 2005 | loss: 0.0312423 | val_loss: 0.031242 | Time: 2901.77 ms [2022-04-27 11:59:25 main:574] : INFO : Epoch 2006 | loss: 0.03124 | val_loss: 0.0312408 | Time: 2935.95 ms [2022-04-27 11:59:28 main:574] : INFO : Epoch 2007 | loss: 0.0312435 | val_loss: 0.0312426 | Time: 2938.5 ms [2022-04-27 11:59:31 main:574] : INFO : Epoch 2008 | loss: 0.0312431 | val_loss: 0.0312474 | Time: 2837.74 ms [2022-04-27 11:59:34 main:574] : INFO : Epoch 2009 | loss: 0.0312402 | val_loss: 0.0312445 | Time: 2948.62 ms [2022-04-27 11:59:37 main:574] : INFO : Epoch 2010 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2942.08 ms [2022-04-27 11:59:40 main:574] : INFO : Epoch 2011 | loss: 0.0345282 | val_loss: 0.0330386 | Time: 2861.15 ms [2022-04-27 11:59:43 main:574] : INFO : Epoch 2012 | loss: 0.0348116 | val_loss: 0.0322906 | Time: 2884.51 ms [2022-04-27 11:59:45 main:574] : INFO : Epoch 2013 | loss: 0.0315512 | val_loss: 0.0312885 | Time: 2896.69 ms [2022-04-27 11:59:48 main:574] : INFO : Epoch 2014 | loss: 0.0313046 | val_loss: 0.0312914 | Time: 2967.1 ms [2022-04-27 11:59:51 main:574] : INFO : Epoch 2015 | loss: 0.0312638 | val_loss: 0.0312566 | Time: 2907.77 ms [2022-04-27 11:59:54 main:574] : INFO : Epoch 2016 | loss: 0.0312538 | val_loss: 0.0312547 | Time: 2812.5 ms [2022-04-27 11:59:57 main:574] : INFO : Epoch 2017 | loss: 0.0312518 | val_loss: 0.0312508 | Time: 2937.13 ms [2022-04-27 12:00:00 main:574] : INFO : Epoch 2018 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2961.62 ms [2022-04-27 12:00:03 main:574] : INFO : Epoch 2019 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2933.72 ms [2022-04-27 12:00:06 main:574] : INFO : Epoch 2020 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2828.06 ms [2022-04-27 12:00:09 main:574] : INFO : Epoch 2021 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2846.28 ms [2022-04-27 12:00:12 main:574] : INFO : Epoch 2022 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2894.3 ms [2022-04-27 12:00:14 main:574] : INFO : Epoch 2023 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2785.69 ms [2022-04-27 12:00:17 main:574] : INFO : Epoch 2024 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2950.83 ms [2022-04-27 12:00:20 main:574] : INFO : Epoch 2025 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2907.98 ms [2022-04-27 12:00:23 main:574] : INFO : Epoch 2026 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2871.17 ms [2022-04-27 12:00:26 main:574] : INFO : Epoch 2027 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2946.23 ms [2022-04-27 12:00:29 main:574] : INFO : Epoch 2028 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2932.91 ms [2022-04-27 12:00:32 main:574] : INFO : Epoch 2029 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2970.86 ms [2022-04-27 12:00:35 main:574] : INFO : Epoch 2030 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2899.28 ms [2022-04-27 12:00:38 main:574] : INFO : Epoch 2031 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2910.98 ms [2022-04-27 12:00:41 main:574] : INFO : Epoch 2032 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2879.32 ms [2022-04-27 12:00:43 main:574] : INFO : Epoch 2033 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2864.88 ms [2022-04-27 12:00:46 main:574] : INFO : Epoch 2034 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2847.39 ms [2022-04-27 12:00:49 main:574] : INFO : Epoch 2035 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2825.23 ms [2022-04-27 12:00:52 main:574] : INFO : Epoch 2036 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2864.16 ms [2022-04-27 12:00:55 main:574] : INFO : Epoch 2037 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2872.72 ms [2022-04-27 12:00:58 main:574] : INFO : Epoch 2038 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2907.93 ms [2022-04-27 12:01:01 main:574] : INFO : Epoch 2039 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2844.12 ms [2022-04-27 12:01:04 main:574] : INFO : Epoch 2040 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2897 ms [2022-04-27 12:01:07 main:574] : INFO : Epoch 2041 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2930.35 ms [2022-04-27 12:01:09 main:574] : INFO : Epoch 2042 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2852.14 ms [2022-04-27 12:01:12 main:574] : INFO : Epoch 2043 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2882.88 ms [2022-04-27 12:01:15 main:574] : INFO : Epoch 2044 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2851.57 ms [2022-04-27 12:01:18 main:574] : INFO : Epoch 2045 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2981.34 ms [2022-04-27 12:01:21 main:574] : INFO : Epoch 2046 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2924.56 ms [2022-04-27 12:01:24 main:574] : INFO : Epoch 2047 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2834.75 ms [2022-04-27 12:01:27 main:574] : INFO : Epoch 2048 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2821.35 ms [2022-04-27 12:01:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312508 [2022-04-27 12:01:27 main:603] : INFO : Saving end state to config to file [2022-04-27 12:01:27 main:608] : INFO : Success, exiting.. 12:01:27 (12784): 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)