Task 13799109
| Name | ParityModified-1647042748-16560-2-0_0 |
| Workunit | 10882728 |
| Created | 26 Mar 2022, 12:09:40 UTC |
| Sent | 31 Mar 2022, 20:56:08 UTC |
| Report deadline | 8 Apr 2022, 20:56:08 UTC |
| Received | 1 Apr 2022, 19:14:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 12503 |
| Run time | 1 hours 56 min 46 sec |
| CPU time | 1 hours 54 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,746.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.29 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> loss: 0.0312493 | val_loss: 0.03125 | Time: 3771.24 ms [2022-04-01 08:47:55 main:574] : INFO : Epoch 1542 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 3455.91 ms [2022-04-01 08:47:58 main:574] : INFO : Epoch 1543 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 3325.23 ms [2022-04-01 08:48:01 main:574] : INFO : Epoch 1544 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3275.68 ms [2022-04-01 08:48:05 main:574] : INFO : Epoch 1545 | loss: 0.0312492 | val_loss: 0.03125 | Time: 3460.23 ms [2022-04-01 08:48:08 main:574] : INFO : Epoch 1546 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 3232.67 ms [2022-04-01 08:48:12 main:574] : INFO : Epoch 1547 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 3767.18 ms [2022-04-01 08:48:15 main:574] : INFO : Epoch 1548 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 3732.12 ms [2022-04-01 08:48:19 main:574] : INFO : Epoch 1549 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 3524.6 ms [2022-04-01 08:48:22 main:574] : INFO : Epoch 1550 | loss: 0.0312498 | val_loss: 0.0312521 | Time: 3434.39 ms [2022-04-01 08:48:25 main:574] : INFO : Epoch 1551 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2941.81 ms [2022-04-01 08:48:29 main:574] : INFO : Epoch 1552 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 3134.54 ms [2022-04-01 08:48:32 main:574] : INFO : Epoch 1553 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3152.33 ms [2022-04-01 08:48:35 main:574] : INFO : Epoch 1554 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 3098.88 ms [2022-04-01 08:48:38 main:574] : INFO : Epoch 1555 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 2882.37 ms [2022-04-01 08:48:41 main:574] : INFO : Epoch 1556 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 3306.53 ms [2022-04-01 08:48:44 main:574] : INFO : Epoch 1557 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 3132.56 ms [2022-04-01 08:48:47 main:574] : INFO : Epoch 1558 | loss: 0.03125 | val_loss: 0.03125 | Time: 2754.24 ms [2022-04-01 08:48:50 main:574] : INFO : Epoch 1559 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 3058.49 ms [2022-04-01 08:48:53 main:574] : INFO : Epoch 1560 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 2983.28 ms [2022-04-01 08:48:56 main:574] : INFO : Epoch 1561 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 2654.68 ms [2022-04-01 08:48:59 main:574] : INFO : Epoch 1562 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 3068.66 ms [2022-04-01 08:49:02 main:574] : INFO : Epoch 1563 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 3344.28 ms [2022-04-01 08:49:05 main:574] : INFO : Epoch 1564 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 3056.83 ms [2022-04-01 08:49:08 main:574] : INFO : Epoch 1565 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 2859.39 ms [2022-04-01 08:49:11 main:574] : INFO : Epoch 1566 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 2719 ms [2022-04-01 08:49:13 main:574] : INFO : Epoch 1567 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 2808.93 ms [2022-04-01 08:49:16 main:574] : INFO : Epoch 1568 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 2798.71 ms [2022-04-01 08:49:19 main:574] : INFO : Epoch 1569 | loss: 0.0312495 | val_loss: 0.03125 | Time: 2999.84 ms [2022-04-01 08:49:22 main:574] : INFO : Epoch 1570 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 2717.47 ms [2022-04-01 08:49:25 main:574] : INFO : Epoch 1571 | loss: 0.0312495 | val_loss: 0.0312512 | Time: 2659.09 ms [2022-04-01 08:49:28 main:574] : INFO : Epoch 1572 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 2954.22 ms [2022-04-01 08:49:30 main:574] : INFO : Epoch 1573 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2726.51 ms [2022-04-01 08:49:33 main:574] : INFO : Epoch 1574 | loss: 0.0312499 | val_loss: 0.0312534 | Time: 2792.27 ms [2022-04-01 08:49:36 main:574] : INFO : Epoch 1575 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 3035.57 ms [2022-04-01 08:49:39 main:574] : INFO : Epoch 1576 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 2759.27 ms [2022-04-01 08:49:42 main:574] : INFO : Epoch 1577 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 2949.87 ms [2022-04-01 08:49:45 main:574] : INFO : Epoch 1578 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 3099.71 ms [2022-04-01 08:49:48 main:574] : INFO : Epoch 1579 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 3008.68 ms [2022-04-01 08:49:51 main:574] : INFO : Epoch 1580 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 3101.34 ms [2022-04-01 08:49:55 main:574] : INFO : Epoch 1581 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 3299.42 ms [2022-04-01 08:49:57 main:574] : INFO : Epoch 1582 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2908.1 ms [2022-04-01 08:50:00 main:574] : INFO : Epoch 1583 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 2801.67 ms [2022-04-01 08:50:04 main:574] : INFO : Epoch 1584 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 3724.53 ms [2022-04-01 08:50:07 main:574] : INFO : Epoch 1585 | loss: 0.0312498 | val_loss: 0.031251 | Time: 3194.53 ms [2022-04-01 08:50:10 main:574] : INFO : Epoch 1586 | loss: 0.0312499 | val_loss: 0.0312525 | Time: 2795.79 ms [2022-04-01 08:50:13 main:574] : INFO : Epoch 1587 | loss: 0.0312517 | val_loss: 0.0312518 | Time: 3238.01 ms [2022-04-01 08:50:16 main:574] : INFO : Epoch 1588 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2883.73 ms [2022-04-01 08:50:19 main:574] : INFO : Epoch 1589 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2767.29 ms [2022-04-01 08:50:22 main:574] : INFO : Epoch 1590 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 3187.32 ms [2022-04-01 08:50:25 main:574] : INFO : Epoch 1591 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2999.6 ms [2022-04-01 08:50:28 main:574] : INFO : Epoch 1592 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 3218.92 ms [2022-04-01 08:50:32 main:574] : INFO : Epoch 1593 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 3387.62 ms [2022-04-01 08:50:35 main:574] : INFO : Epoch 1594 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2934.95 ms [2022-04-01 08:50:38 main:574] : INFO : Epoch 1595 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 3167.82 ms [2022-04-01 08:50:41 main:574] : INFO : Epoch 1596 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 3117.63 ms [2022-04-01 08:50:45 main:574] : INFO : Epoch 1597 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 3641.36 ms [2022-04-01 08:50:48 main:574] : INFO : Epoch 1598 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 2937.97 ms [2022-04-01 08:50:51 main:574] : INFO : Epoch 1599 | loss: 0.03125 | val_loss: 0.0312502 | Time: 3429.53 ms [2022-04-01 08:50:54 main:574] : INFO : Epoch 1600 | loss: 0.0312499 | val_loss: 0.03125 | Time: 3322.54 ms [2022-04-01 08:50:58 main:574] : INFO : Epoch 1601 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 3265.14 ms [2022-04-01 08:51:01 main:574] : INFO : Epoch 1602 | loss: 0.0312494 | val_loss: 0.03125 | Time: 3376.36 ms [2022-04-01 08:51:04 main:574] : INFO : Epoch 1603 | loss: 0.0312498 | val_loss: 0.0312518 | Time: 2872.1 ms [2022-04-01 08:51:07 main:574] : INFO : Epoch 1604 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3047.03 ms [2022-04-01 08:51:11 main:574] : INFO : Epoch 1605 | loss: 0.03125 | val_loss: 0.03125 | Time: 3917.37 ms [2022-04-01 08:51:15 main:574] : INFO : Epoch 1606 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 3828.87 ms [2022-04-01 08:51:18 main:574] : INFO : Epoch 1607 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 3295.55 ms [2022-04-01 08:51:21 main:574] : INFO : Epoch 1608 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 3320.22 ms [2022-04-01 08:51:24 main:574] : INFO : Epoch 1609 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 2837.88 ms [2022-04-01 08:51:27 main:574] : INFO : Epoch 1610 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3229.78 ms [2022-04-01 08:51:31 main:574] : INFO : Epoch 1611 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 3613.44 ms [2022-04-01 08:51:34 main:574] : INFO : Epoch 1612 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 3278.35 ms [2022-04-01 08:51:38 main:574] : INFO : Epoch 1613 | loss: 0.0312507 | val_loss: 0.0312525 | Time: 3566.73 ms [2022-04-01 08:51:42 main:574] : INFO : Epoch 1614 | loss: 0.0312505 | val_loss: 0.031251 | Time: 3727.62 ms [2022-04-01 08:51:45 main:574] : INFO : Epoch 1615 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2992.05 ms [2022-04-01 08:51:48 main:574] : INFO : Epoch 1616 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 3122.83 ms [2022-04-01 08:51:51 main:574] : INFO : Epoch 1617 | loss: 0.0312501 | val_loss: 0.031252 | Time: 3054.75 ms [2022-04-01 08:51:54 main:574] : INFO : Epoch 1618 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3235.36 ms [2022-04-01 08:51:57 main:574] : INFO : Epoch 1619 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 3336.71 ms [2022-04-01 08:52:00 main:574] : INFO : Epoch 1620 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3121.9 ms [2022-04-01 08:52:04 main:574] : INFO : Epoch 1621 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 3460.03 ms [2022-04-01 08:52:07 main:574] : INFO : Epoch 1622 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 3296.4 ms [2022-04-01 08:52:10 main:574] : INFO : Epoch 1623 | loss: 0.0312498 | val_loss: 0.03125 | Time: 3187.86 ms [2022-04-01 08:52:14 main:574] : INFO : Epoch 1624 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 3650.14 ms [2022-04-01 08:52:18 main:574] : INFO : Epoch 1625 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 3858.06 ms [2022-04-01 08:52:22 main:574] : INFO : Epoch 1626 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 3751.93 ms [2022-04-01 08:52:25 main:574] : INFO : Epoch 1627 | loss: 0.0312495 | val_loss: 0.03125 | Time: 3536.97 ms [2022-04-01 08:52:29 main:574] : INFO : Epoch 1628 | loss: 0.0312497 | val_loss: 0.0312516 | Time: 3816.83 ms [2022-04-01 08:52:32 main:574] : INFO : Epoch 1629 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 3149.96 ms [2022-04-01 08:52:36 main:574] : INFO : Epoch 1630 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 3310.27 ms [2022-04-01 08:52:39 main:574] : INFO : Epoch 1631 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 3381.45 ms [2022-04-01 08:52:42 main:574] : INFO : Epoch 1632 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 3290.45 ms [2022-04-01 08:52:45 main:574] : INFO : Epoch 1633 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3187.68 ms [2022-04-01 08:52:48 main:574] : INFO : Epoch 1634 | loss: 0.0312495 | val_loss: 0.03125 | Time: 2835.17 ms [2022-04-01 08:52:51 main:574] : INFO : Epoch 1635 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 3076.37 ms [2022-04-01 08:52:55 main:574] : INFO : Epoch 1636 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 3276.16 ms [2022-04-01 08:52:57 main:574] : INFO : Epoch 1637 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 2848.38 ms [2022-04-01 08:53:00 main:574] : INFO : Epoch 1638 | loss: 0.0312494 | val_loss: 0.0312519 | Time: 2862.83 ms [2022-04-01 08:53:04 main:574] : INFO : Epoch 1639 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 3140.4 ms [2022-04-01 08:53:07 main:574] : INFO : Epoch 1640 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 3110.92 ms [2022-04-01 08:53:10 main:574] : INFO : Epoch 1641 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2861.07 ms [2022-04-01 08:53:13 main:574] : INFO : Epoch 1642 | loss: 0.03125 | val_loss: 0.0312505 | Time: 3404.75 ms [2022-04-01 08:53:16 main:574] : INFO : Epoch 1643 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 3567.98 ms [2022-04-01 08:53:20 main:574] : INFO : Epoch 1644 | loss: 0.03125 | val_loss: 0.0312505 | Time: 3296.62 ms [2022-04-01 08:53:23 main:574] : INFO : Epoch 1645 | loss: 0.0312502 | val_loss: 0.0312531 | Time: 3173.46 ms [2022-04-01 08:53:26 main:574] : INFO : Epoch 1646 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 3075.57 ms [2022-04-01 08:53:29 main:574] : INFO : Epoch 1647 | loss: 0.0312511 | val_loss: 0.031252 | Time: 3308.14 ms [2022-04-01 08:53:32 main:574] : INFO : Epoch 1648 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2865.45 ms [2022-04-01 08:53:35 main:574] : INFO : Epoch 1649 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2810.9 ms [2022-04-01 08:53:38 main:574] : INFO : Epoch 1650 | loss: 0.0312494 | val_loss: 0.03125 | Time: 2967.14 ms [2022-04-01 08:53:41 main:574] : INFO : Epoch 1651 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 3249.54 ms [2022-04-01 08:53:44 main:574] : INFO : Epoch 1652 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 2772.52 ms [2022-04-01 08:53:47 main:574] : INFO : Epoch 1653 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 3007.92 ms [2022-04-01 08:53:50 main:574] : INFO : Epoch 1654 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 3089.51 ms [2022-04-01 08:53:53 main:574] : INFO : Epoch 1655 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 3289.34 ms [2022-04-01 08:53:56 main:574] : INFO : Epoch 1656 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2918.91 ms [2022-04-01 08:53:59 main:574] : INFO : Epoch 1657 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2976.02 ms [2022-04-01 08:54:03 main:574] : INFO : Epoch 1658 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 3465.22 ms [2022-04-01 08:54:06 main:574] : INFO : Epoch 1659 | loss: 0.0312494 | val_loss: 0.03125 | Time: 3037.92 ms [2022-04-01 08:54:09 main:574] : INFO : Epoch 1660 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 3036.58 ms [2022-04-01 08:54:12 main:574] : INFO : Epoch 1661 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 3077.33 ms [2022-04-01 08:54:15 main:574] : INFO : Epoch 1662 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2894.34 ms [2022-04-01 08:54:18 main:574] : INFO : Epoch 1663 | loss: 0.0312503 | val_loss: 0.03125 | Time: 3142.5 ms [2022-04-01 08:54:21 main:574] : INFO : Epoch 1664 | loss: 0.0312499 | val_loss: 0.031251 | Time: 3261.53 ms [2022-04-01 08:54:24 main:574] : INFO : Epoch 1665 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2803.84 ms [2022-04-01 08:54:27 main:574] : INFO : Epoch 1666 | loss: 0.0312504 | val_loss: 0.031251 | Time: 3123.8 ms [2022-04-01 08:54:31 main:574] : INFO : Epoch 1667 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 3362.03 ms [2022-04-01 08:54:34 main:574] : INFO : Epoch 1668 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 2860.83 ms [2022-04-01 08:54:37 main:574] : INFO : Epoch 1669 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3018.7 ms [2022-04-01 08:54:40 main:574] : INFO : Epoch 1670 | loss: 0.0312501 | val_loss: 0.031251 | Time: 3235.19 ms [2022-04-01 08:54:43 main:574] : INFO : Epoch 1671 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 3126.9 ms [2022-04-01 08:54:46 main:574] : INFO : Epoch 1672 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 2727.23 ms [2022-04-01 08:54:49 main:574] : INFO : Epoch 1673 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 3148.41 ms [2022-04-01 08:54:53 main:574] : INFO : Epoch 1674 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 4070.69 ms [2022-04-01 08:54:57 main:574] : INFO : Epoch 1675 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 4112.14 ms [2022-04-01 08:55:01 main:574] : INFO : Epoch 1676 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 4046.1 ms [2022-04-01 08:55:05 main:574] : INFO : Epoch 1677 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 4339.46 ms [2022-04-01 08:55:18 main:574] : INFO : Epoch 1678 | loss: 0.0312495 | val_loss: 0.03125 | Time: 12938 ms [2022-04-01 08:55:21 main:574] : INFO : Epoch 1679 | loss: 0.0312492 | val_loss: 0.03125 | Time: 2960.98 ms [2022-04-01 08:55:24 main:574] : INFO : Epoch 1680 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 2909.48 ms [2022-04-01 08:55:27 main:574] : INFO : Epoch 1681 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 2986.89 ms [2022-04-01 08:55:30 main:574] : INFO : Epoch 1682 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 3026.26 ms [2022-04-01 08:55:33 main:574] : INFO : Epoch 1683 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 3080.61 ms [2022-04-01 08:55:36 main:574] : INFO : Epoch 1684 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 2863.37 ms [2022-04-01 08:55:39 main:574] : INFO : Epoch 1685 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 2943.06 ms [2022-04-01 08:55:42 main:574] : INFO : Epoch 1686 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2679.39 ms [2022-04-01 08:55:45 main:574] : INFO : Epoch 1687 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2930.96 ms [2022-04-01 08:55:48 main:574] : INFO : Epoch 1688 | loss: 0.0312495 | val_loss: 0.03125 | Time: 2889.55 ms [2022-04-01 08:55:51 main:574] : INFO : Epoch 1689 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 3077.35 ms [2022-04-01 08:55:54 main:574] : INFO : Epoch 1690 | loss: 0.0312493 | val_loss: 0.03125 | Time: 2771.09 ms [2022-04-01 08:55:57 main:574] : INFO : Epoch 1691 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 3264.47 ms [2022-04-01 08:56:00 main:574] : INFO : Epoch 1692 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2798.28 ms [2022-04-01 08:56:03 main:574] : INFO : Epoch 1693 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 2893.19 ms [2022-04-01 08:56:06 main:574] : INFO : Epoch 1694 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 3269.79 ms [2022-04-01 08:56:09 main:574] : INFO : Epoch 1695 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3055.68 ms [2022-04-01 08:56:12 main:574] : INFO : Epoch 1696 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 3022.03 ms [2022-04-01 08:56:15 main:574] : INFO : Epoch 1697 | loss: 0.0312501 | val_loss: 0.0312524 | Time: 3058.67 ms [2022-04-01 08:56:18 main:574] : INFO : Epoch 1698 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 3237.23 ms [2022-04-01 08:56:21 main:574] : INFO : Epoch 1699 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 3171.45 ms [2022-04-01 08:56:24 main:574] : INFO : Epoch 1700 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2960.42 ms [2022-04-01 08:56:27 main:574] : INFO : Epoch 1701 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2937.28 ms [2022-04-01 08:56:30 main:574] : INFO : Epoch 1702 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 2803.57 ms [2022-04-01 08:56:33 main:574] : INFO : Epoch 1703 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 3108.81 ms [2022-04-01 08:56:36 main:574] : INFO : Epoch 1704 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 3003.93 ms [2022-04-01 08:56:39 main:574] : INFO : Epoch 1705 | loss: 0.0312497 | val_loss: 0.031251 | Time: 2738.03 ms [2022-04-01 08:56:42 main:574] : INFO : Epoch 1706 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2843.71 ms [2022-04-01 08:56:45 main:574] : INFO : Epoch 1707 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 3197.34 ms [2022-04-01 08:56:48 main:574] : INFO : Epoch 1708 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2920.34 ms [2022-04-01 08:56:51 main:574] : INFO : Epoch 1709 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 2967.12 ms [2022-04-01 08:56:54 main:574] : INFO : Epoch 1710 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 3352.76 ms [2022-04-01 08:57:08 main:574] : INFO : Epoch 1711 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 13432.1 ms [2022-04-01 08:57:11 main:574] : INFO : Epoch 1712 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 3133.33 ms [2022-04-01 08:57:15 main:574] : INFO : Epoch 1713 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 3571.64 ms [2022-04-01 08:57:18 main:574] : INFO : Epoch 1714 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 3738.34 ms [2022-04-01 08:57:22 main:574] : INFO : Epoch 1715 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 3489.44 ms [2022-04-01 08:57:26 main:574] : INFO : Epoch 1716 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 3917.46 ms [2022-04-01 08:57:39 main:574] : INFO : Epoch 1717 | loss: 0.0312493 | val_loss: 0.03125 | Time: 13730.4 ms [2022-04-01 08:57:42 main:574] : INFO : Epoch 1718 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2819.13 ms [2022-04-01 08:57:46 main:574] : INFO : Epoch 1719 | loss: 0.0312497 | val_loss: 0.03125 | Time: 3292.6 ms [2022-04-01 08:57:48 main:574] : INFO : Epoch 1720 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2815.17 ms [2022-04-01 08:57:52 main:574] : INFO : Epoch 1721 | loss: 0.0312496 | val_loss: 0.03125 | Time: 3103.82 ms [2022-04-01 08:57:55 main:574] : INFO : Epoch 1722 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 3304.71 ms [2022-04-01 08:57:58 main:574] : INFO : Epoch 1723 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 3281.02 ms [2022-04-01 08:58:01 main:574] : INFO : Epoch 1724 | loss: 0.03125 | val_loss: 0.03125 | Time: 2830.56 ms [2022-04-01 08:58:04 main:574] : INFO : Epoch 1725 | loss: 0.0312493 | val_loss: 0.0312527 | Time: 3304.92 ms [2022-04-01 08:58:07 main:574] : INFO : Epoch 1726 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2921.08 ms [2022-04-01 08:58:10 main:574] : INFO : Epoch 1727 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2984.88 ms [2022-04-01 08:58:13 main:574] : INFO : Epoch 1728 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 3161.58 ms [2022-04-01 08:58:16 main:574] : INFO : Epoch 1729 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 2724.25 ms [2022-04-01 08:58:19 main:574] : INFO : Epoch 1730 | loss: 0.0312494 | val_loss: 0.031251 | Time: 3144.33 ms [2022-04-01 08:58:23 main:574] : INFO : Epoch 1731 | loss: 0.0312498 | val_loss: 0.03125 | Time: 3670.55 ms [2022-04-01 08:58:26 main:574] : INFO : Epoch 1732 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 3135.72 ms [2022-04-01 08:58:29 main:574] : INFO : Epoch 1733 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 3005.65 ms [2022-04-01 08:58:32 main:574] : INFO : Epoch 1734 | loss: 0.0312505 | val_loss: 0.0312519 | Time: 3088.29 ms [2022-04-01 08:58:35 main:574] : INFO : Epoch 1735 | loss: 0.0312505 | val_loss: 0.0312548 | Time: 2691.79 ms [2022-04-01 08:58:38 main:574] : INFO : Epoch 1736 | loss: 0.0312522 | val_loss: 0.0312504 | Time: 2947.25 ms [2022-04-01 08:58:41 main:574] : INFO : Epoch 1737 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 3566.71 ms [2022-04-01 08:58:45 main:574] : INFO : Epoch 1738 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3403.6 ms [2022-04-01 08:58:48 main:574] : INFO : Epoch 1739 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 3540.82 ms [2022-04-01 08:58:52 main:574] : INFO : Epoch 1740 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 4058.15 ms [2022-04-01 08:58:56 main:574] : INFO : Epoch 1741 | loss: 0.0312505 | val_loss: 0.0312518 | Time: 3496 ms [2022-04-01 08:58:59 main:574] : INFO : Epoch 1742 | loss: 0.03125 | val_loss: 0.0312514 | Time: 2887.51 ms [2022-04-01 08:59:02 main:574] : INFO : Epoch 1743 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 3372.44 ms [2022-04-01 08:59:05 main:574] : INFO : Epoch 1744 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 2944.07 ms [2022-04-01 08:59:09 main:574] : INFO : Epoch 1745 | loss: 0.031251 | val_loss: 0.0312533 | Time: 3696.87 ms [2022-04-01 08:59:12 main:574] : INFO : Epoch 1746 | loss: 0.0312512 | val_loss: 0.0312498 | Time: 3251.4 ms [2022-04-01 08:59:15 main:574] : INFO : Epoch 1747 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 2990.77 ms [2022-04-01 08:59:18 main:574] : INFO : Epoch 1748 | loss: 0.0312496 | val_loss: 0.0312511 | Time: 3192.05 ms [2022-04-01 08:59:22 main:574] : INFO : Epoch 1749 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 3638.04 ms [2022-04-01 08:59:25 main:574] : INFO : Epoch 1750 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 3312.63 ms [2022-04-01 08:59:29 main:574] : INFO : Epoch 1751 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 3413.99 ms [2022-04-01 08:59:32 main:574] : INFO : Epoch 1752 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3773.3 ms [2022-04-01 08:59:36 main:574] : INFO : Epoch 1753 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 3009.64 ms [2022-04-01 08:59:38 main:574] : INFO : Epoch 1754 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2861.18 ms [2022-04-01 08:59:42 main:574] : INFO : Epoch 1755 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 3439.61 ms [2022-04-01 08:59:45 main:574] : INFO : Epoch 1756 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 2768.87 ms [2022-04-01 08:59:48 main:574] : INFO : Epoch 1757 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3178.35 ms [2022-04-01 08:59:51 main:574] : INFO : Epoch 1758 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3171.42 ms [2022-04-01 08:59:54 main:574] : INFO : Epoch 1759 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 3152.71 ms [2022-04-01 08:59:57 main:574] : INFO : Epoch 1760 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2717.97 ms [2022-04-01 09:00:00 main:574] : INFO : Epoch 1761 | loss: 0.0312493 | val_loss: 0.03125 | Time: 3521.25 ms [2022-04-01 09:00:04 main:574] : INFO : Epoch 1762 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 3856.71 ms [2022-04-01 09:00:08 main:574] : INFO : Epoch 1763 | loss: 0.0312494 | val_loss: 0.03125 | Time: 3496.51 ms [2022-04-01 09:00:11 main:574] : INFO : Epoch 1764 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 3337.3 ms [2022-04-01 09:00:14 main:574] : INFO : Epoch 1765 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 3228.02 ms [2022-04-01 09:00:17 main:574] : INFO : Epoch 1766 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 3062.84 ms [2022-04-01 09:00:21 main:574] : INFO : Epoch 1767 | loss: 0.0312492 | val_loss: 0.0312503 | Time: 3323.55 ms [2022-04-01 09:00:24 main:574] : INFO : Epoch 1768 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 3011.17 ms [2022-04-01 09:00:27 main:574] : INFO : Epoch 1769 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 3054.65 ms [2022-04-01 09:00:31 main:574] : INFO : Epoch 1770 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3713.03 ms [2022-04-01 09:00:34 main:574] : INFO : Epoch 1771 | loss: 0.0312508 | val_loss: 0.0312525 | Time: 3261.26 ms [2022-04-01 09:00:37 main:574] : INFO : Epoch 1772 | loss: 0.0312499 | val_loss: 0.0312516 | Time: 2841.08 ms [2022-04-01 09:00:40 main:574] : INFO : Epoch 1773 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 3119.18 ms [2022-04-01 09:00:43 main:574] : INFO : Epoch 1774 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 2989.94 ms [2022-04-01 09:00:46 main:574] : INFO : Epoch 1775 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 2951.1 ms [2022-04-01 09:00:49 main:574] : INFO : Epoch 1776 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3200.3 ms [2022-04-01 09:00:52 main:574] : INFO : Epoch 1777 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3231.91 ms [2022-04-01 09:00:56 main:574] : INFO : Epoch 1778 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 3802.7 ms [2022-04-01 09:00:59 main:574] : INFO : Epoch 1779 | loss: 0.0312493 | val_loss: 0.03125 | Time: 3205.97 ms [2022-04-01 09:01:02 main:574] : INFO : Epoch 1780 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2967.36 ms [2022-04-01 09:01:05 main:574] : INFO : Epoch 1781 | loss: 0.0312501 | val_loss: 0.0312524 | Time: 2852.54 ms [2022-04-01 09:01:08 main:574] : INFO : Epoch 1782 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 2970.76 ms [2022-04-01 09:01:11 main:574] : INFO : Epoch 1783 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2981.16 ms [2022-04-01 09:01:14 main:574] : INFO : Epoch 1784 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 3000.03 ms [2022-04-01 09:01:17 main:574] : INFO : Epoch 1785 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 3116.8 ms [2022-04-01 09:01:20 main:574] : INFO : Epoch 1786 | loss: 0.0312498 | val_loss: 0.0312524 | Time: 2810.48 ms [2022-04-01 09:01:23 main:574] : INFO : Epoch 1787 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 3112.61 ms [2022-04-01 09:01:26 main:574] : INFO : Epoch 1788 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 3358.52 ms [2022-04-01 09:01:29 main:574] : INFO : Epoch 1789 | loss: 0.0312506 | val_loss: 0.0312519 | Time: 2816.6 ms [2022-04-01 09:01:32 main:574] : INFO : Epoch 1790 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2980.4 ms [2022-04-01 09:01:36 main:574] : INFO : Epoch 1791 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 3208.52 ms [2022-04-01 09:01:39 main:574] : INFO : Epoch 1792 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 3182.21 ms [2022-04-01 09:01:42 main:574] : INFO : Epoch 1793 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 3061.82 ms [2022-04-01 09:01:45 main:574] : INFO : Epoch 1794 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2961.92 ms [2022-04-01 09:01:48 main:574] : INFO : Epoch 1795 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2874.98 ms [2022-04-01 09:01:51 main:574] : INFO : Epoch 1796 | loss: 0.0312498 | val_loss: 0.03125 | Time: 3364.42 ms [2022-04-01 09:01:54 main:574] : INFO : Epoch 1797 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 3007.9 ms [2022-04-01 09:01:57 main:574] : INFO : Epoch 1798 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2912.6 ms [2022-04-01 09:02:00 main:574] : INFO : Epoch 1799 | loss: 0.0312493 | val_loss: 0.0312504 | Time: 2601.31 ms [2022-04-01 09:02:01 main:574] : INFO : Epoch 1800 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1726.49 ms [2022-04-01 09:02:03 main:574] : INFO : Epoch 1801 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 1742.24 ms [2022-04-01 09:02:05 main:574] : INFO : Epoch 1802 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1577.74 ms [2022-04-01 09:02:06 main:574] : INFO : Epoch 1803 | loss: 0.0312501 | val_loss: 0.0312535 | Time: 1808.72 ms [2022-04-01 09:02:08 main:574] : INFO : Epoch 1804 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 1544.43 ms [2022-04-01 09:02:10 main:574] : INFO : Epoch 1805 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1763.74 ms [2022-04-01 09:02:11 main:574] : INFO : Epoch 1806 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1654.98 ms [2022-04-01 09:02:13 main:574] : INFO : Epoch 1807 | loss: 0.0312493 | val_loss: 0.0312507 | Time: 1649.36 ms [2022-04-01 09:02:15 main:574] : INFO : Epoch 1808 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1804.97 ms [2022-04-01 09:02:16 main:574] : INFO : Epoch 1809 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1514.45 ms [2022-04-01 09:02:18 main:574] : INFO : Epoch 1810 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1763.1 ms [2022-04-01 09:02:20 main:574] : INFO : Epoch 1811 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1591.16 ms [2022-04-01 09:02:21 main:574] : INFO : Epoch 1812 | loss: 0.0312496 | val_loss: 0.03125 | Time: 1708.62 ms [2022-04-01 09:02:23 main:574] : INFO : Epoch 1813 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 1688.9 ms [2022-04-01 09:02:25 main:574] : INFO : Epoch 1814 | loss: 0.03125 | val_loss: 0.03125 | Time: 1553.48 ms [2022-04-01 09:02:26 main:574] : INFO : Epoch 1815 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1745.97 ms [2022-04-01 09:02:28 main:574] : INFO : Epoch 1816 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 1528.61 ms [2022-04-01 09:02:30 main:574] : INFO : Epoch 1817 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 1718.56 ms [2022-04-01 09:02:31 main:574] : INFO : Epoch 1818 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 1601.04 ms [2022-04-01 09:02:33 main:574] : INFO : Epoch 1819 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 1619.88 ms [2022-04-01 09:02:35 main:574] : INFO : Epoch 1820 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 1597.43 ms [2022-04-01 09:02:36 main:574] : INFO : Epoch 1821 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1486.8 ms [2022-04-01 09:02:38 main:574] : INFO : Epoch 1822 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 1655.05 ms [2022-04-01 09:02:39 main:574] : INFO : Epoch 1823 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1584.41 ms [2022-04-01 09:02:41 main:574] : INFO : Epoch 1824 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1551.13 ms [2022-04-01 09:02:43 main:574] : INFO : Epoch 1825 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1658.29 ms [2022-04-01 09:02:44 main:574] : INFO : Epoch 1826 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 1503.32 ms [2022-04-01 09:02:46 main:574] : INFO : Epoch 1827 | loss: 0.0312518 | val_loss: 0.0312522 | Time: 1602.39 ms [2022-04-01 09:02:47 main:574] : INFO : Epoch 1828 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 1575.92 ms [2022-04-01 09:02:49 main:574] : INFO : Epoch 1829 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 1535.07 ms [2022-04-01 09:02:51 main:574] : INFO : Epoch 1830 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1715.27 ms [2022-04-01 09:02:52 main:574] : INFO : Epoch 1831 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1484.32 ms [2022-04-01 09:02:54 main:574] : INFO : Epoch 1832 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1609.01 ms [2022-04-01 09:02:55 main:574] : INFO : Epoch 1833 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1545.88 ms [2022-04-01 09:02:57 main:574] : INFO : Epoch 1834 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1504.84 ms [2022-04-01 09:02:58 main:574] : INFO : Epoch 1835 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1606.29 ms [2022-04-01 09:03:00 main:574] : INFO : Epoch 1836 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1480.48 ms [2022-04-01 09:03:01 main:574] : INFO : Epoch 1837 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1540.08 ms [2022-04-01 09:03:03 main:574] : INFO : Epoch 1838 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 1652.61 ms [2022-04-01 09:03:05 main:574] : INFO : Epoch 1839 | loss: 0.0312493 | val_loss: 0.0312501 | Time: 1482.94 ms [2022-04-01 09:03:06 main:574] : INFO : Epoch 1840 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1545.24 ms [2022-04-01 09:03:08 main:574] : INFO : Epoch 1841 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1495.39 ms [2022-04-01 09:03:09 main:574] : INFO : Epoch 1842 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1581.07 ms [2022-04-01 09:03:11 main:574] : INFO : Epoch 1843 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1591.65 ms [2022-04-01 09:03:12 main:574] : INFO : Epoch 1844 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1493.88 ms [2022-04-01 09:03:14 main:574] : INFO : Epoch 1845 | loss: 0.03125 | val_loss: 0.0312518 | Time: 1621.75 ms [2022-04-01 09:03:16 main:574] : INFO : Epoch 1846 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 1628.76 ms [2022-04-01 09:03:17 main:574] : INFO : Epoch 1847 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1582.27 ms [2022-04-01 09:03:19 main:574] : INFO : Epoch 1848 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1589.81 ms [2022-04-01 09:03:20 main:574] : INFO : Epoch 1849 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 1524.08 ms [2022-04-01 09:03:22 main:574] : INFO : Epoch 1850 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1582.85 ms [2022-04-01 09:03:23 main:574] : INFO : Epoch 1851 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 1525.88 ms [2022-04-01 09:03:25 main:574] : INFO : Epoch 1852 | loss: 0.0312504 | val_loss: 0.0312532 | Time: 1531.61 ms [2022-04-01 09:03:26 main:574] : INFO : Epoch 1853 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1576.54 ms [2022-04-01 09:03:28 main:574] : INFO : Epoch 1854 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1485.11 ms [2022-04-01 09:03:30 main:574] : INFO : Epoch 1855 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1576.83 ms [2022-04-01 09:03:31 main:574] : INFO : Epoch 1856 | loss: 0.0312495 | val_loss: 0.0312513 | Time: 1577.23 ms [2022-04-01 09:03:33 main:574] : INFO : Epoch 1857 | loss: 0.0312495 | val_loss: 0.03125 | Time: 1507.4 ms [2022-04-01 09:03:34 main:574] : INFO : Epoch 1858 | loss: 0.0312495 | val_loss: 0.0312535 | Time: 1589.66 ms [2022-04-01 09:03:36 main:574] : INFO : Epoch 1859 | loss: 0.0312501 | val_loss: 0.031251 | Time: 1513.48 ms [2022-04-01 09:03:37 main:574] : INFO : Epoch 1860 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 1557.46 ms [2022-04-01 09:03:39 main:574] : INFO : Epoch 1861 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 1620.43 ms [2022-04-01 09:03:40 main:574] : INFO : Epoch 1862 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 1495.13 ms [2022-04-01 09:03:42 main:574] : INFO : Epoch 1863 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1581.88 ms [2022-04-01 09:03:44 main:574] : INFO : Epoch 1864 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 1543.45 ms [2022-04-01 09:03:45 main:574] : INFO : Epoch 1865 | loss: 0.0312508 | val_loss: 0.031251 | Time: 1535.12 ms [2022-04-01 09:03:47 main:574] : INFO : Epoch 1866 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1606.36 ms [2022-04-01 09:03:48 main:574] : INFO : Epoch 1867 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 1509.17 ms [2022-04-01 09:03:50 main:574] : INFO : Epoch 1868 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 1608.92 ms [2022-04-01 09:03:51 main:574] : INFO : Epoch 1869 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 1584.2 ms [2022-04-01 09:03:53 main:574] : INFO : Epoch 1870 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1584.02 ms [2022-04-01 09:03:55 main:574] : INFO : Epoch 1871 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1574.61 ms [2022-04-01 09:03:56 main:574] : INFO : Epoch 1872 | loss: 0.031251 | val_loss: 0.0312505 | Time: 1520.01 ms [2022-04-01 09:03:58 main:574] : INFO : Epoch 1873 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1628.55 ms [2022-04-01 09:03:59 main:574] : INFO : Epoch 1874 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1564.35 ms [2022-04-01 09:04:01 main:574] : INFO : Epoch 1875 | loss: 0.0312494 | val_loss: 0.0312516 | Time: 1538.04 ms [2022-04-01 09:04:03 main:574] : INFO : Epoch 1876 | loss: 0.0312495 | val_loss: 0.0312504 | Time: 1636.51 ms [2022-04-01 09:04:04 main:574] : INFO : Epoch 1877 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1498.9 ms [2022-04-01 09:04:06 main:574] : INFO : Epoch 1878 | loss: 0.03125 | val_loss: 0.031251 | Time: 1575.82 ms [2022-04-01 09:04:07 main:574] : INFO : Epoch 1879 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 1630.28 ms [2022-04-01 09:04:09 main:574] : INFO : Epoch 1880 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1518.9 ms [2022-04-01 09:04:10 main:574] : INFO : Epoch 1881 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 1598.05 ms [2022-04-01 09:04:12 main:574] : INFO : Epoch 1882 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 1509.83 ms [2022-04-01 09:04:13 main:574] : INFO : Epoch 1883 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1543.44 ms [2022-04-01 09:04:15 main:574] : INFO : Epoch 1884 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1577.74 ms [2022-04-01 09:04:17 main:574] : INFO : Epoch 1885 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 1514.62 ms [2022-04-01 09:04:18 main:574] : INFO : Epoch 1886 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 1595.68 ms [2022-04-01 09:04:20 main:574] : INFO : Epoch 1887 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 1590.58 ms [2022-04-01 09:04:21 main:574] : INFO : Epoch 1888 | loss: 0.0312505 | val_loss: 0.0312531 | Time: 1560.18 ms [2022-04-01 09:04:23 main:574] : INFO : Epoch 1889 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 1577.07 ms [2022-04-01 09:04:24 main:574] : INFO : Epoch 1890 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1501.4 ms [2022-04-01 09:04:26 main:574] : INFO : Epoch 1891 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1554.37 ms [2022-04-01 09:04:28 main:574] : INFO : Epoch 1892 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 1570.54 ms [2022-04-01 09:04:29 main:574] : INFO : Epoch 1893 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1523.47 ms [2022-04-01 09:04:31 main:574] : INFO : Epoch 1894 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 1584.98 ms [2022-04-01 09:04:32 main:574] : INFO : Epoch 1895 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1512.06 ms [2022-04-01 09:04:34 main:574] : INFO : Epoch 1896 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1603.58 ms [2022-04-01 09:04:35 main:574] : INFO : Epoch 1897 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1629.04 ms [2022-04-01 09:04:37 main:574] : INFO : Epoch 1898 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 1497.34 ms [2022-04-01 09:04:39 main:574] : INFO : Epoch 1899 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 1587.94 ms [2022-04-01 09:04:40 main:574] : INFO : Epoch 1900 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 1513.2 ms [2022-04-01 09:04:42 main:574] : INFO : Epoch 1901 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1542.89 ms [2022-04-01 09:04:43 main:574] : INFO : Epoch 1902 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1682.42 ms [2022-04-01 09:04:45 main:574] : INFO : Epoch 1903 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1508.49 ms [2022-04-01 09:04:46 main:574] : INFO : Epoch 1904 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 1596.9 ms [2022-04-01 09:04:48 main:574] : INFO : Epoch 1905 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 1518.11 ms [2022-04-01 09:04:49 main:574] : INFO : Epoch 1906 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1531.38 ms [2022-04-01 09:04:51 main:574] : INFO : Epoch 1907 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1651.57 ms [2022-04-01 09:04:53 main:574] : INFO : Epoch 1908 | loss: 0.0312502 | val_loss: 0.0312527 | Time: 1505.66 ms [2022-04-01 09:04:54 main:574] : INFO : Epoch 1909 | loss: 0.0312502 | val_loss: 0.0312524 | Time: 1595.65 ms [2022-04-01 09:04:57 main:574] : INFO : Epoch 1910 | loss: 0.0312526 | val_loss: 0.0312504 | Time: 2561.7 ms [2022-04-01 09:05:02 main:574] : INFO : Epoch 1911 | loss: 0.0312504 | val_loss: 0.0312519 | Time: 4921.15 ms [2022-04-01 09:05:34 main:574] : INFO : Epoch 1912 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 32425.2 ms [2022-04-01 09:05:36 main:574] : INFO : Epoch 1913 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2018.25 ms [2022-04-01 09:05:38 main:574] : INFO : Epoch 1914 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1900.78 ms [2022-04-01 09:05:40 main:574] : INFO : Epoch 1915 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 1944.62 ms [2022-04-01 09:05:42 main:574] : INFO : Epoch 1916 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1938.86 ms [2022-04-01 09:05:44 main:574] : INFO : Epoch 1917 | loss: 0.0312502 | val_loss: 0.0312534 | Time: 1951.77 ms [2022-04-01 09:05:46 main:574] : INFO : Epoch 1918 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1997.38 ms [2022-04-01 09:05:48 main:574] : INFO : Epoch 1919 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1929.12 ms [2022-04-01 09:05:50 main:574] : INFO : Epoch 1920 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 1971.33 ms [2022-04-01 09:05:52 main:574] : INFO : Epoch 1921 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1920.02 ms [2022-04-01 09:05:54 main:574] : INFO : Epoch 1922 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1977.72 ms [2022-04-01 09:05:56 main:574] : INFO : Epoch 1923 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 1900.72 ms [2022-04-01 09:05:58 main:574] : INFO : Epoch 1924 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1916.97 ms [2022-04-01 09:05:59 main:574] : INFO : Epoch 1925 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1673.07 ms [2022-04-01 09:06:01 main:574] : INFO : Epoch 1926 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1815.18 ms [2022-04-01 09:06:03 main:574] : INFO : Epoch 1927 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 1695.06 ms [2022-04-01 09:06:05 main:574] : INFO : Epoch 1928 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1821.69 ms [2022-04-01 09:06:06 main:574] : INFO : Epoch 1929 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1705.19 ms [2022-04-01 09:06:08 main:574] : INFO : Epoch 1930 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1836.87 ms [2022-04-01 09:06:10 main:574] : INFO : Epoch 1931 | loss: 0.0312497 | val_loss: 0.0312543 | Time: 1794.59 ms [2022-04-01 09:06:12 main:574] : INFO : Epoch 1932 | loss: 0.0312514 | val_loss: 0.0312518 | Time: 1801.62 ms [2022-04-01 09:06:14 main:574] : INFO : Epoch 1933 | loss: 0.03125 | val_loss: 0.0312502 | Time: 1904.54 ms [2022-04-01 09:06:15 main:574] : INFO : Epoch 1934 | loss: 0.03125 | val_loss: 0.0312511 | Time: 1645.78 ms [2022-04-01 09:06:17 main:574] : INFO : Epoch 1935 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 1872.94 ms [2022-04-01 09:06:19 main:574] : INFO : Epoch 1936 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1728.56 ms [2022-04-01 09:06:21 main:574] : INFO : Epoch 1937 | loss: 0.03125 | val_loss: 0.0312515 | Time: 1868.08 ms [2022-04-01 09:06:23 main:574] : INFO : Epoch 1938 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 1712.66 ms [2022-04-01 09:06:25 main:574] : INFO : Epoch 1939 | loss: 0.03125 | val_loss: 0.0312504 | Time: 1928.98 ms [2022-04-01 09:06:26 main:574] : INFO : Epoch 1940 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 1834.57 ms [2022-04-01 09:06:28 main:574] : INFO : Epoch 1941 | loss: 0.0312496 | val_loss: 0.0312515 | Time: 1849.08 ms [2022-04-01 09:06:30 main:574] : INFO : Epoch 1942 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 1873.57 ms [2022-04-01 09:06:32 main:574] : INFO : Epoch 1943 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1781.26 ms [2022-04-01 09:06:34 main:574] : INFO : Epoch 1944 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 1869.12 ms [2022-04-01 09:06:36 main:574] : INFO : Epoch 1945 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1888.99 ms [2022-04-01 09:06:38 main:574] : INFO : Epoch 1946 | loss: 0.0312519 | val_loss: 0.0312536 | Time: 1962.04 ms [2022-04-01 09:06:39 main:574] : INFO : Epoch 1947 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 1664.82 ms [2022-04-01 09:06:41 main:574] : INFO : Epoch 1948 | loss: 0.0312494 | val_loss: 0.0312508 | Time: 1975.47 ms [2022-04-01 09:06:43 main:574] : INFO : Epoch 1949 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1700.65 ms [2022-04-01 09:06:45 main:574] : INFO : Epoch 1950 | loss: 0.0312495 | val_loss: 0.0312501 | Time: 1999.38 ms [2022-04-01 09:06:47 main:574] : INFO : Epoch 1951 | loss: 0.0312494 | val_loss: 0.03125 | Time: 1738.89 ms [2022-04-01 09:06:49 main:574] : INFO : Epoch 1952 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2055.98 ms [2022-04-01 09:06:51 main:574] : INFO : Epoch 1953 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1807.08 ms [2022-04-01 09:06:53 main:574] : INFO : Epoch 1954 | loss: 0.0312495 | val_loss: 0.0312498 | Time: 2163.16 ms [2022-04-01 09:06:55 main:574] : INFO : Epoch 1955 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 1847.2 ms [2022-04-01 09:06:57 main:574] : INFO : Epoch 1956 | loss: 0.0312495 | val_loss: 0.03125 | Time: 2237.86 ms [2022-04-01 09:06:59 main:574] : INFO : Epoch 1957 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1840.47 ms [2022-04-01 09:07:01 main:574] : INFO : Epoch 1958 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2056.24 ms [2022-04-01 09:07:03 main:574] : INFO : Epoch 1959 | loss: 0.0312516 | val_loss: 0.0312555 | Time: 1816.07 ms [2022-04-01 09:07:05 main:574] : INFO : Epoch 1960 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2082.24 ms [2022-04-01 09:07:07 main:574] : INFO : Epoch 1961 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 1889.73 ms [2022-04-01 09:07:09 main:574] : INFO : Epoch 1962 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 2412.53 ms [2022-04-01 09:07:11 main:574] : INFO : Epoch 1963 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1923.52 ms [2022-04-01 09:07:24 main:574] : INFO : Epoch 1964 | loss: 0.0312493 | val_loss: 0.0312503 | Time: 12404.1 ms [2022-04-01 09:07:25 main:574] : INFO : Epoch 1965 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1849.58 ms [2022-04-01 09:07:27 main:574] : INFO : Epoch 1966 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1925.93 ms [2022-04-01 09:07:29 main:574] : INFO : Epoch 1967 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 1735.98 ms [2022-04-01 09:07:31 main:574] : INFO : Epoch 1968 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 1975.77 ms [2022-04-01 09:07:33 main:574] : INFO : Epoch 1969 | loss: 0.0312499 | val_loss: 0.0312547 | Time: 1743.54 ms [2022-04-01 09:07:35 main:574] : INFO : Epoch 1970 | loss: 0.0312513 | val_loss: 0.031251 | Time: 1924.3 ms [2022-04-01 09:07:37 main:574] : INFO : Epoch 1971 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1766.71 ms [2022-04-01 09:07:38 main:574] : INFO : Epoch 1972 | loss: 0.0312497 | val_loss: 0.0312517 | Time: 1826.83 ms [2022-04-01 09:07:40 main:574] : INFO : Epoch 1973 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 1847.83 ms [2022-04-01 09:07:42 main:574] : INFO : Epoch 1974 | loss: 0.0312497 | val_loss: 0.03125 | Time: 1816.84 ms [2022-04-01 09:07:44 main:574] : INFO : Epoch 1975 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 1968.8 ms [2022-04-01 09:07:46 main:574] : INFO : Epoch 1976 | loss: 0.0312499 | val_loss: 0.0312555 | Time: 1781.61 ms [2022-04-01 09:07:48 main:574] : INFO : Epoch 1977 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2010 ms [2022-04-01 09:07:50 main:574] : INFO : Epoch 1978 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 1808.69 ms [2022-04-01 09:07:52 main:574] : INFO : Epoch 1979 | loss: 0.0312495 | val_loss: 0.0312505 | Time: 2143.8 ms [2022-04-01 09:07:54 main:574] : INFO : Epoch 1980 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1755.93 ms [2022-04-01 09:07:56 main:574] : INFO : Epoch 1981 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2041.22 ms [2022-04-01 09:07:57 main:574] : INFO : Epoch 1982 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 1668.01 ms [2022-04-01 09:07:59 main:574] : INFO : Epoch 1983 | loss: 0.0312492 | val_loss: 0.0312499 | Time: 1977.43 ms [2022-04-01 09:08:01 main:574] : INFO : Epoch 1984 | loss: 0.0312493 | val_loss: 0.03125 | Time: 1707.61 ms [2022-04-01 09:08:03 main:574] : INFO : Epoch 1985 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 1854.51 ms [2022-04-01 09:08:05 main:574] : INFO : Epoch 1986 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1791 ms [2022-04-01 09:08:07 main:574] : INFO : Epoch 1987 | loss: 0.0312493 | val_loss: 0.0312516 | Time: 1821.79 ms [2022-04-01 09:08:08 main:574] : INFO : Epoch 1988 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 1785.86 ms [2022-04-01 09:08:10 main:574] : INFO : Epoch 1989 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1646.02 ms [2022-04-01 09:08:12 main:574] : INFO : Epoch 1990 | loss: 0.0312494 | val_loss: 0.0312498 | Time: 1973.59 ms [2022-04-01 09:08:14 main:574] : INFO : Epoch 1991 | loss: 0.0312494 | val_loss: 0.0312499 | Time: 1647.19 ms [2022-04-01 09:08:16 main:574] : INFO : Epoch 1992 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1957.18 ms [2022-04-01 09:08:17 main:574] : INFO : Epoch 1993 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 1735.63 ms [2022-04-01 09:08:19 main:574] : INFO : Epoch 1994 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2011.27 ms [2022-04-01 09:08:21 main:574] : INFO : Epoch 1995 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1691.74 ms [2022-04-01 09:08:23 main:574] : INFO : Epoch 1996 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1917.67 ms [2022-04-01 09:08:25 main:574] : INFO : Epoch 1997 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 1842.96 ms [2022-04-01 09:08:27 main:574] : INFO : Epoch 1998 | loss: 0.0312494 | val_loss: 0.0312504 | Time: 1929.04 ms [2022-04-01 09:08:29 main:574] : INFO : Epoch 1999 | loss: 0.0312503 | val_loss: 0.03125 | Time: 1887.63 ms [2022-04-01 09:08:31 main:574] : INFO : Epoch 2000 | loss: 0.0312493 | val_loss: 0.0312505 | Time: 1975.85 ms [2022-04-01 09:08:33 main:574] : INFO : Epoch 2001 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1872.38 ms [2022-04-01 09:08:34 main:574] : INFO : Epoch 2002 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1774.98 ms [2022-04-01 09:08:36 main:574] : INFO : Epoch 2003 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 2002.88 ms [2022-04-01 09:08:38 main:574] : INFO : Epoch 2004 | loss: 0.0312492 | val_loss: 0.03125 | Time: 1739.88 ms [2022-04-01 09:08:40 main:574] : INFO : Epoch 2005 | loss: 0.0312512 | val_loss: 0.0312553 | Time: 1969.27 ms [2022-04-01 09:08:42 main:574] : INFO : Epoch 2006 | loss: 0.0312548 | val_loss: 0.0312523 | Time: 1684.11 ms [2022-04-01 09:08:44 main:574] : INFO : Epoch 2007 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 2013.83 ms [2022-04-01 09:08:45 main:574] : INFO : Epoch 2008 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1675.33 ms [2022-04-01 09:08:47 main:574] : INFO : Epoch 2009 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 1974.56 ms [2022-04-01 09:08:49 main:574] : INFO : Epoch 2010 | loss: 0.03125 | val_loss: 0.0312499 | Time: 1765.04 ms [2022-04-01 09:08:51 main:574] : INFO : Epoch 2011 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 1834.23 ms [2022-04-01 09:08:53 main:574] : INFO : Epoch 2012 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 1866.16 ms [2022-04-01 09:08:55 main:574] : INFO : Epoch 2013 | loss: 0.0312502 | val_loss: 0.03125 | Time: 1744.86 ms [2022-04-01 09:08:57 main:574] : INFO : Epoch 2014 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1951.01 ms [2022-04-01 09:08:58 main:574] : INFO : Epoch 2015 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1740.68 ms [2022-04-01 09:09:00 main:574] : INFO : Epoch 2016 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 1992.96 ms [2022-04-01 09:09:02 main:574] : INFO : Epoch 2017 | loss: 0.0312515 | val_loss: 0.0312583 | Time: 1718.9 ms [2022-04-01 09:09:04 main:574] : INFO : Epoch 2018 | loss: 0.0312549 | val_loss: 0.0312519 | Time: 2080.6 ms [2022-04-01 09:09:06 main:574] : INFO : Epoch 2019 | loss: 0.0312506 | val_loss: 0.03125 | Time: 1733.72 ms [2022-04-01 09:09:08 main:574] : INFO : Epoch 2020 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 2013.07 ms [2022-04-01 09:09:10 main:574] : INFO : Epoch 2021 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1701.36 ms [2022-04-01 09:09:12 main:574] : INFO : Epoch 2022 | loss: 0.03125 | val_loss: 0.0312523 | Time: 2093.35 ms [2022-04-01 09:09:13 main:574] : INFO : Epoch 2023 | loss: 0.0312498 | val_loss: 0.03125 | Time: 1792.94 ms [2022-04-01 09:09:16 main:574] : INFO : Epoch 2024 | loss: 0.0312494 | val_loss: 0.0312502 | Time: 2086.08 ms [2022-04-01 09:09:17 main:574] : INFO : Epoch 2025 | loss: 0.03125 | val_loss: 0.0312501 | Time: 1741.23 ms [2022-04-01 09:09:20 main:574] : INFO : Epoch 2026 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2132.41 ms [2022-04-01 09:09:21 main:574] : INFO : Epoch 2027 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 1747.95 ms [2022-04-01 09:09:23 main:574] : INFO : Epoch 2028 | loss: 0.03125 | val_loss: 0.031251 | Time: 1949.6 ms [2022-04-01 09:09:25 main:574] : INFO : Epoch 2029 | loss: 0.03125 | val_loss: 0.03125 | Time: 1885.12 ms [2022-04-01 09:09:27 main:574] : INFO : Epoch 2030 | loss: 0.0312496 | val_loss: 0.0312512 | Time: 1893.92 ms [2022-04-01 09:09:29 main:574] : INFO : Epoch 2031 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2210.21 ms [2022-04-01 09:09:32 main:574] : INFO : Epoch 2032 | loss: 0.0312494 | val_loss: 0.0312501 | Time: 2352.64 ms [2022-04-01 09:09:34 main:574] : INFO : Epoch 2033 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 2033.02 ms [2022-04-01 09:09:36 main:574] : INFO : Epoch 2034 | loss: 0.0312496 | val_loss: 0.031253 | Time: 2232.3 ms [2022-04-01 09:09:38 main:574] : INFO : Epoch 2035 | loss: 0.03125 | val_loss: 0.0312498 | Time: 1788.55 ms [2022-04-01 09:09:40 main:574] : INFO : Epoch 2036 | loss: 0.0312495 | val_loss: 0.0312502 | Time: 2117.34 ms [2022-04-01 09:09:42 main:574] : INFO : Epoch 2037 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1782.26 ms [2022-04-01 09:09:44 main:574] : INFO : Epoch 2038 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2136.41 ms [2022-04-01 09:09:45 main:574] : INFO : Epoch 2039 | loss: 0.0312493 | val_loss: 0.0312499 | Time: 1771.52 ms [2022-04-01 09:09:48 main:574] : INFO : Epoch 2040 | loss: 0.0312494 | val_loss: 0.0312509 | Time: 2108.68 ms [2022-04-01 09:09:49 main:574] : INFO : Epoch 2041 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 1812.24 ms [2022-04-01 09:09:51 main:574] : INFO : Epoch 2042 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 2058.93 ms [2022-04-01 09:09:54 main:574] : INFO : Epoch 2043 | loss: 0.0312493 | val_loss: 0.0312502 | Time: 2029.14 ms [2022-04-01 09:09:56 main:574] : INFO : Epoch 2044 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2212.3 ms [2022-04-01 09:09:58 main:574] : INFO : Epoch 2045 | loss: 0.0312497 | val_loss: 0.0312514 | Time: 1992.07 ms [2022-04-01 09:10:00 main:574] : INFO : Epoch 2046 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 2320.82 ms [2022-04-01 09:10:02 main:574] : INFO : Epoch 2047 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2259.15 ms [2022-04-01 09:10:05 main:574] : INFO : Epoch 2048 | loss: 0.0312492 | val_loss: 0.0312501 | Time: 2568.77 ms [2022-04-01 09:10:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312501 [2022-04-01 09:10:05 main:603] : INFO : Saving end state to config to file [2022-04-01 09:10:05 main:608] : INFO : Success, exiting.. 09:10:05 (5196): 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)