Task 7888784
| Name | ParityModified-1631734184-20488-2_0 |
| Workunit | 5514494 |
| Created | 7 Oct 2021, 22:58:10 UTC |
| Sent | 14 Oct 2021, 10:03:54 UTC |
| Report deadline | 21 Oct 2021, 10:03:54 UTC |
| Received | 14 Oct 2021, 13:23:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15268 |
| Run time | 1 hours 38 min 53 sec |
| CPU time | 1 hours 35 min 21 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,928.68 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 2790 ms [2021-10-14 13:16:01 main:574] : INFO : Epoch 1543 | loss: 0.0312509 | val_loss: 0.0312536 | Time: 2811.94 ms [2021-10-14 13:16:04 main:574] : INFO : Epoch 1544 | loss: 0.031251 | val_loss: 0.0312511 | Time: 2781.6 ms [2021-10-14 13:16:06 main:574] : INFO : Epoch 1545 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2835.15 ms [2021-10-14 13:16:09 main:574] : INFO : Epoch 1546 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 2911.19 ms [2021-10-14 13:16:12 main:574] : INFO : Epoch 1547 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 2808.77 ms [2021-10-14 13:16:15 main:574] : INFO : Epoch 1548 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2850.64 ms [2021-10-14 13:16:18 main:574] : INFO : Epoch 1549 | loss: 0.0312513 | val_loss: 0.0312523 | Time: 2913.62 ms [2021-10-14 13:16:21 main:574] : INFO : Epoch 1550 | loss: 0.0312517 | val_loss: 0.0312512 | Time: 2798.27 ms [2021-10-14 13:16:24 main:574] : INFO : Epoch 1551 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2780.93 ms [2021-10-14 13:16:26 main:574] : INFO : Epoch 1552 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2916.24 ms [2021-10-14 13:16:29 main:574] : INFO : Epoch 1553 | loss: 0.031251 | val_loss: 0.0312501 | Time: 2795.76 ms [2021-10-14 13:16:32 main:574] : INFO : Epoch 1554 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 2802.34 ms [2021-10-14 13:16:35 main:574] : INFO : Epoch 1555 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2784.51 ms [2021-10-14 13:16:38 main:574] : INFO : Epoch 1556 | loss: 0.0312526 | val_loss: 0.0312521 | Time: 2770.85 ms [2021-10-14 13:16:40 main:574] : INFO : Epoch 1557 | loss: 0.0312527 | val_loss: 0.0312517 | Time: 2748.55 ms [2021-10-14 13:16:43 main:574] : INFO : Epoch 1558 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 2881.08 ms [2021-10-14 13:16:46 main:574] : INFO : Epoch 1559 | loss: 0.0312505 | val_loss: 0.031251 | Time: 3004.87 ms [2021-10-14 13:16:49 main:574] : INFO : Epoch 1560 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 3131.4 ms [2021-10-14 13:16:53 main:574] : INFO : Epoch 1561 | loss: 0.031251 | val_loss: 0.0312504 | Time: 3046.61 ms [2021-10-14 13:16:55 main:574] : INFO : Epoch 1562 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2875.39 ms [2021-10-14 13:16:58 main:574] : INFO : Epoch 1563 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2941.01 ms [2021-10-14 13:17:02 main:574] : INFO : Epoch 1564 | loss: 0.0312506 | val_loss: 0.0312535 | Time: 3151.61 ms [2021-10-14 13:17:05 main:574] : INFO : Epoch 1565 | loss: 0.0312515 | val_loss: 0.0312532 | Time: 3273.06 ms [2021-10-14 13:17:08 main:574] : INFO : Epoch 1566 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 2853.4 ms [2021-10-14 13:17:10 main:574] : INFO : Epoch 1567 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2792.64 ms [2021-10-14 13:17:13 main:574] : INFO : Epoch 1568 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2833.79 ms [2021-10-14 13:17:16 main:574] : INFO : Epoch 1569 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2869.05 ms [2021-10-14 13:17:19 main:574] : INFO : Epoch 1570 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2992.42 ms [2021-10-14 13:17:22 main:574] : INFO : Epoch 1571 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2959.02 ms [2021-10-14 13:17:25 main:574] : INFO : Epoch 1572 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2728.94 ms [2021-10-14 13:17:28 main:574] : INFO : Epoch 1573 | loss: 0.0312509 | val_loss: 0.0312527 | Time: 2736.74 ms [2021-10-14 13:17:30 main:574] : INFO : Epoch 1574 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2729.39 ms [2021-10-14 13:17:33 main:574] : INFO : Epoch 1575 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 2878.45 ms [2021-10-14 13:17:36 main:574] : INFO : Epoch 1576 | loss: 0.031251 | val_loss: 0.031251 | Time: 2879.03 ms [2021-10-14 13:17:39 main:574] : INFO : Epoch 1577 | loss: 0.0312518 | val_loss: 0.031255 | Time: 2894.53 ms [2021-10-14 13:17:42 main:574] : INFO : Epoch 1578 | loss: 0.0312517 | val_loss: 0.031251 | Time: 2795.77 ms [2021-10-14 13:17:45 main:574] : INFO : Epoch 1579 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2774.5 ms [2021-10-14 13:17:47 main:574] : INFO : Epoch 1580 | loss: 0.0312515 | val_loss: 0.0312505 | Time: 2786.03 ms [2021-10-14 13:17:50 main:574] : INFO : Epoch 1581 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 2738.46 ms [2021-10-14 13:17:53 main:574] : INFO : Epoch 1582 | loss: 0.0312521 | val_loss: 0.0312527 | Time: 2818.67 ms [2021-10-14 13:17:56 main:574] : INFO : Epoch 1583 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 2816.31 ms [2021-10-14 13:17:59 main:574] : INFO : Epoch 1584 | loss: 0.0312516 | val_loss: 0.0312527 | Time: 2929.45 ms [2021-10-14 13:18:02 main:574] : INFO : Epoch 1585 | loss: 0.0312514 | val_loss: 0.0312501 | Time: 2869.11 ms [2021-10-14 13:18:05 main:574] : INFO : Epoch 1586 | loss: 0.031251 | val_loss: 0.0312501 | Time: 2903.48 ms [2021-10-14 13:18:08 main:574] : INFO : Epoch 1587 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2921.74 ms [2021-10-14 13:18:10 main:574] : INFO : Epoch 1588 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2810.78 ms [2021-10-14 13:18:13 main:574] : INFO : Epoch 1589 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2741.38 ms [2021-10-14 13:18:16 main:574] : INFO : Epoch 1590 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 2786.64 ms [2021-10-14 13:18:19 main:574] : INFO : Epoch 1591 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 2988.5 ms [2021-10-14 13:18:22 main:574] : INFO : Epoch 1592 | loss: 0.031253 | val_loss: 0.0312526 | Time: 2950.73 ms [2021-10-14 13:18:25 main:574] : INFO : Epoch 1593 | loss: 0.0312534 | val_loss: 0.0312541 | Time: 2956.67 ms [2021-10-14 13:18:28 main:574] : INFO : Epoch 1594 | loss: 0.0312537 | val_loss: 0.0312621 | Time: 2829.35 ms [2021-10-14 13:18:31 main:574] : INFO : Epoch 1595 | loss: 0.0360797 | val_loss: 0.0352874 | Time: 2828.71 ms [2021-10-14 13:18:35 main:574] : INFO : Epoch 1596 | loss: 0.0451024 | val_loss: 0.0321911 | Time: 4186.35 ms [2021-10-14 13:18:38 main:574] : INFO : Epoch 1597 | loss: 0.0321125 | val_loss: 0.031602 | Time: 3322.88 ms [2021-10-14 13:18:42 main:574] : INFO : Epoch 1598 | loss: 0.0314302 | val_loss: 0.0313341 | Time: 3660.74 ms [2021-10-14 13:18:45 main:574] : INFO : Epoch 1599 | loss: 0.0312927 | val_loss: 0.0312696 | Time: 3551.3 ms [2021-10-14 13:18:49 main:574] : INFO : Epoch 1600 | loss: 0.0312631 | val_loss: 0.0312587 | Time: 3770.49 ms [2021-10-14 13:19:23 main:574] : INFO : Epoch 1601 | loss: 0.0312581 | val_loss: 0.0312567 | Time: 34179.4 ms [2021-10-14 13:19:50 main:574] : INFO : Epoch 1602 | loss: 0.0312557 | val_loss: 0.0312545 | Time: 26318.9 ms [2021-10-14 13:19:52 main:574] : INFO : Epoch 1603 | loss: 0.031254 | val_loss: 0.0312537 | Time: 2804.78 ms [2021-10-14 13:19:55 main:574] : INFO : Epoch 1604 | loss: 0.0312529 | val_loss: 0.031253 | Time: 2905.88 ms [2021-10-14 13:19:58 main:574] : INFO : Epoch 1605 | loss: 0.0312524 | val_loss: 0.0312527 | Time: 2777.94 ms [2021-10-14 13:20:01 main:574] : INFO : Epoch 1606 | loss: 0.0312521 | val_loss: 0.031252 | Time: 2828.03 ms [2021-10-14 13:20:04 main:574] : INFO : Epoch 1607 | loss: 0.0312516 | val_loss: 0.0312523 | Time: 3044.09 ms [2021-10-14 13:20:07 main:574] : INFO : Epoch 1608 | loss: 0.0312516 | val_loss: 0.0312526 | Time: 2834.8 ms [2021-10-14 13:20:10 main:574] : INFO : Epoch 1609 | loss: 0.0312516 | val_loss: 0.0312515 | Time: 2810.91 ms [2021-10-14 13:20:13 main:574] : INFO : Epoch 1610 | loss: 0.0312516 | val_loss: 0.0312515 | Time: 2830.2 ms [2021-10-14 13:20:16 main:574] : INFO : Epoch 1611 | loss: 0.0312519 | val_loss: 0.0312521 | Time: 3119.74 ms [2021-10-14 13:20:19 main:574] : INFO : Epoch 1612 | loss: 0.0312518 | val_loss: 0.031252 | Time: 2951.65 ms [2021-10-14 13:20:22 main:574] : INFO : Epoch 1613 | loss: 0.0312512 | val_loss: 0.0312515 | Time: 2930.95 ms [2021-10-14 13:20:25 main:574] : INFO : Epoch 1614 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 2893.85 ms [2021-10-14 13:20:27 main:574] : INFO : Epoch 1615 | loss: 0.0312517 | val_loss: 0.031251 | Time: 2893.12 ms [2021-10-14 13:20:30 main:574] : INFO : Epoch 1616 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 2962.41 ms [2021-10-14 13:20:33 main:574] : INFO : Epoch 1617 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2786.45 ms [2021-10-14 13:20:36 main:574] : INFO : Epoch 1618 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 2767.76 ms [2021-10-14 13:20:39 main:574] : INFO : Epoch 1619 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2819.53 ms [2021-10-14 13:20:42 main:574] : INFO : Epoch 1620 | loss: 0.0312508 | val_loss: 0.031252 | Time: 2907.19 ms [2021-10-14 13:20:45 main:574] : INFO : Epoch 1621 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2848.5 ms [2021-10-14 13:20:47 main:574] : INFO : Epoch 1622 | loss: 0.0312513 | val_loss: 0.0312507 | Time: 2819.76 ms [2021-10-14 13:20:50 main:574] : INFO : Epoch 1623 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2856.33 ms [2021-10-14 13:20:53 main:574] : INFO : Epoch 1624 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2818.5 ms [2021-10-14 13:20:56 main:574] : INFO : Epoch 1625 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2784.73 ms [2021-10-14 13:20:59 main:574] : INFO : Epoch 1626 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2831.19 ms [2021-10-14 13:21:02 main:574] : INFO : Epoch 1627 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2907.73 ms [2021-10-14 13:21:05 main:574] : INFO : Epoch 1628 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2917.9 ms [2021-10-14 13:21:07 main:574] : INFO : Epoch 1629 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2865.48 ms [2021-10-14 13:21:10 main:574] : INFO : Epoch 1630 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2844.97 ms [2021-10-14 13:21:13 main:574] : INFO : Epoch 1631 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2775.76 ms [2021-10-14 13:21:16 main:574] : INFO : Epoch 1632 | loss: 0.031251 | val_loss: 0.0312527 | Time: 2879.55 ms [2021-10-14 13:21:19 main:574] : INFO : Epoch 1633 | loss: 0.0312513 | val_loss: 0.031251 | Time: 2763.12 ms [2021-10-14 13:21:22 main:574] : INFO : Epoch 1634 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2839.39 ms [2021-10-14 13:21:25 main:574] : INFO : Epoch 1635 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 2906.44 ms [2021-10-14 13:21:27 main:574] : INFO : Epoch 1636 | loss: 0.0312518 | val_loss: 0.0312507 | Time: 2848.81 ms [2021-10-14 13:21:30 main:574] : INFO : Epoch 1637 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 2828.46 ms [2021-10-14 13:21:33 main:574] : INFO : Epoch 1638 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2831.83 ms [2021-10-14 13:21:36 main:574] : INFO : Epoch 1639 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2756.66 ms [2021-10-14 13:21:39 main:574] : INFO : Epoch 1640 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2758.87 ms [2021-10-14 13:21:41 main:574] : INFO : Epoch 1641 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2750.08 ms [2021-10-14 13:21:44 main:574] : INFO : Epoch 1642 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2893.13 ms [2021-10-14 13:21:47 main:574] : INFO : Epoch 1643 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2938.87 ms [2021-10-14 13:21:50 main:574] : INFO : Epoch 1644 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 2840.32 ms [2021-10-14 13:21:53 main:574] : INFO : Epoch 1645 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 2949.21 ms [2021-10-14 13:21:56 main:574] : INFO : Epoch 1646 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2863.63 ms [2021-10-14 13:21:59 main:574] : INFO : Epoch 1647 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 2821.96 ms [2021-10-14 13:22:02 main:574] : INFO : Epoch 1648 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2856.03 ms [2021-10-14 13:22:05 main:574] : INFO : Epoch 1649 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2914.45 ms [2021-10-14 13:22:07 main:574] : INFO : Epoch 1650 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2821.67 ms [2021-10-14 13:22:10 main:574] : INFO : Epoch 1651 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2785.88 ms [2021-10-14 13:22:13 main:574] : INFO : Epoch 1652 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2964.79 ms [2021-10-14 13:22:16 main:574] : INFO : Epoch 1653 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2758.78 ms [2021-10-14 13:22:19 main:574] : INFO : Epoch 1654 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2756.97 ms [2021-10-14 13:22:22 main:574] : INFO : Epoch 1655 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2767.09 ms [2021-10-14 13:22:24 main:574] : INFO : Epoch 1656 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 2910.35 ms [2021-10-14 13:22:28 main:574] : INFO : Epoch 1657 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 3089.77 ms [2021-10-14 13:22:30 main:574] : INFO : Epoch 1658 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 2863.41 ms [2021-10-14 13:22:33 main:574] : INFO : Epoch 1659 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 2879.7 ms [2021-10-14 13:22:36 main:574] : INFO : Epoch 1660 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2788.56 ms [2021-10-14 13:22:39 main:574] : INFO : Epoch 1661 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2794.36 ms [2021-10-14 13:22:42 main:574] : INFO : Epoch 1662 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2734.22 ms [2021-10-14 13:22:45 main:574] : INFO : Epoch 1663 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2882.44 ms [2021-10-14 13:22:47 main:574] : INFO : Epoch 1664 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2845.24 ms [2021-10-14 13:22:50 main:574] : INFO : Epoch 1665 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 2889.72 ms [2021-10-14 13:22:53 main:574] : INFO : Epoch 1666 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2823.08 ms [2021-10-14 13:22:56 main:574] : INFO : Epoch 1667 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2861.08 ms [2021-10-14 13:22:59 main:574] : INFO : Epoch 1668 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2736.37 ms [2021-10-14 13:23:02 main:574] : INFO : Epoch 1669 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2750.19 ms [2021-10-14 13:23:04 main:574] : INFO : Epoch 1670 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2823.32 ms [2021-10-14 13:23:07 main:574] : INFO : Epoch 1671 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2819.04 ms [2021-10-14 13:23:10 main:574] : INFO : Epoch 1672 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2845.78 ms [2021-10-14 13:23:13 main:574] : INFO : Epoch 1673 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2983.2 ms [2021-10-14 13:23:16 main:574] : INFO : Epoch 1674 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2876.85 ms [2021-10-14 13:23:19 main:574] : INFO : Epoch 1675 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 2801.02 ms [2021-10-14 13:23:22 main:574] : INFO : Epoch 1676 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 2772.56 ms [2021-10-14 13:23:24 main:574] : INFO : Epoch 1677 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2740.68 ms [2021-10-14 13:23:27 main:574] : INFO : Epoch 1678 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 3009.79 ms [2021-10-14 13:23:30 main:574] : INFO : Epoch 1679 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 2929.66 ms [2021-10-14 13:23:33 main:574] : INFO : Epoch 1680 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2845.23 ms [2021-10-14 13:23:36 main:574] : INFO : Epoch 1681 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2888.79 ms [2021-10-14 13:23:39 main:574] : INFO : Epoch 1682 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2787.16 ms [2021-10-14 13:23:42 main:574] : INFO : Epoch 1683 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 2795.49 ms [2021-10-14 13:23:44 main:574] : INFO : Epoch 1684 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2797.46 ms [2021-10-14 13:23:47 main:574] : INFO : Epoch 1685 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2878.03 ms [2021-10-14 13:23:50 main:574] : INFO : Epoch 1686 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2828.9 ms [2021-10-14 13:23:53 main:574] : INFO : Epoch 1687 | loss: 0.0312509 | val_loss: 0.0312529 | Time: 2843.27 ms [2021-10-14 13:23:56 main:574] : INFO : Epoch 1688 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2856.24 ms [2021-10-14 13:23:59 main:574] : INFO : Epoch 1689 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 2813.7 ms [2021-10-14 13:24:01 main:574] : INFO : Epoch 1690 | loss: 0.0312511 | val_loss: 0.0312508 | Time: 2754.1 ms [2021-10-14 13:24:04 main:574] : INFO : Epoch 1691 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2803.15 ms [2021-10-14 13:24:07 main:574] : INFO : Epoch 1692 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2826.3 ms [2021-10-14 13:24:10 main:574] : INFO : Epoch 1693 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2826.56 ms [2021-10-14 13:24:13 main:574] : INFO : Epoch 1694 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2811.23 ms [2021-10-14 13:24:16 main:574] : INFO : Epoch 1695 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2855.68 ms [2021-10-14 13:24:19 main:574] : INFO : Epoch 1696 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2883.68 ms [2021-10-14 13:24:21 main:574] : INFO : Epoch 1697 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2751.6 ms [2021-10-14 13:24:24 main:574] : INFO : Epoch 1698 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2745.02 ms [2021-10-14 13:24:27 main:574] : INFO : Epoch 1699 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 2777.97 ms [2021-10-14 13:24:30 main:574] : INFO : Epoch 1700 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2783.6 ms [2021-10-14 13:24:33 main:574] : INFO : Epoch 1701 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2910.48 ms [2021-10-14 13:24:35 main:574] : INFO : Epoch 1702 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2861.44 ms [2021-10-14 13:24:38 main:574] : INFO : Epoch 1703 | loss: 0.0312507 | val_loss: 0.0312523 | Time: 2929.68 ms [2021-10-14 13:24:41 main:574] : INFO : Epoch 1704 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 2817.57 ms [2021-10-14 13:24:44 main:574] : INFO : Epoch 1705 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2881.18 ms [2021-10-14 13:24:47 main:574] : INFO : Epoch 1706 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2813.33 ms [2021-10-14 13:24:50 main:574] : INFO : Epoch 1707 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2959.07 ms [2021-10-14 13:24:53 main:574] : INFO : Epoch 1708 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 3034.77 ms [2021-10-14 13:24:56 main:574] : INFO : Epoch 1709 | loss: 0.0312516 | val_loss: 0.0312522 | Time: 2936.53 ms [2021-10-14 13:24:59 main:574] : INFO : Epoch 1710 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 2878.36 ms [2021-10-14 13:25:02 main:574] : INFO : Epoch 1711 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2798.4 ms [2021-10-14 13:25:04 main:574] : INFO : Epoch 1712 | loss: 0.031251 | val_loss: 0.0312523 | Time: 2789.32 ms [2021-10-14 13:25:07 main:574] : INFO : Epoch 1713 | loss: 0.031251 | val_loss: 0.0312506 | Time: 2959.55 ms [2021-10-14 13:25:10 main:574] : INFO : Epoch 1714 | loss: 0.0312505 | val_loss: 0.0312521 | Time: 2836.52 ms [2021-10-14 13:25:13 main:574] : INFO : Epoch 1715 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 2822.89 ms [2021-10-14 13:25:16 main:574] : INFO : Epoch 1716 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2801.73 ms [2021-10-14 13:25:19 main:574] : INFO : Epoch 1717 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2871.36 ms [2021-10-14 13:25:22 main:574] : INFO : Epoch 1718 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 2847.11 ms [2021-10-14 13:25:24 main:574] : INFO : Epoch 1719 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2754.02 ms [2021-10-14 13:25:27 main:574] : INFO : Epoch 1720 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2728.77 ms [2021-10-14 13:25:30 main:574] : INFO : Epoch 1721 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2854.03 ms [2021-10-14 13:25:33 main:574] : INFO : Epoch 1722 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 2869.58 ms [2021-10-14 13:25:36 main:574] : INFO : Epoch 1723 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 2820.88 ms [2021-10-14 13:25:39 main:574] : INFO : Epoch 1724 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2790.5 ms [2021-10-14 13:25:41 main:574] : INFO : Epoch 1725 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 2879.44 ms [2021-10-14 13:25:44 main:574] : INFO : Epoch 1726 | loss: 0.031251 | val_loss: 0.0312506 | Time: 2771.19 ms [2021-10-14 13:25:47 main:574] : INFO : Epoch 1727 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2772.38 ms [2021-10-14 13:25:50 main:574] : INFO : Epoch 1728 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2810.86 ms [2021-10-14 13:25:53 main:574] : INFO : Epoch 1729 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2790.95 ms [2021-10-14 13:25:55 main:574] : INFO : Epoch 1730 | loss: 0.0312512 | val_loss: 0.0312525 | Time: 2825.21 ms [2021-10-14 13:25:58 main:574] : INFO : Epoch 1731 | loss: 0.0312525 | val_loss: 0.0312552 | Time: 2787.47 ms [2021-10-14 13:26:01 main:574] : INFO : Epoch 1732 | loss: 0.0312515 | val_loss: 0.031251 | Time: 2882.33 ms [2021-10-14 13:26:04 main:574] : INFO : Epoch 1733 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2861.2 ms [2021-10-14 13:26:07 main:574] : INFO : Epoch 1734 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2784.15 ms [2021-10-14 13:26:10 main:574] : INFO : Epoch 1735 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2824.02 ms [2021-10-14 13:26:12 main:574] : INFO : Epoch 1736 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2865.56 ms [2021-10-14 13:26:16 main:574] : INFO : Epoch 1737 | loss: 0.0312509 | val_loss: 0.031252 | Time: 3024.68 ms [2021-10-14 13:26:19 main:574] : INFO : Epoch 1738 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2975.65 ms [2021-10-14 13:26:21 main:574] : INFO : Epoch 1739 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2891.6 ms [2021-10-14 13:26:24 main:574] : INFO : Epoch 1740 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2732.82 ms [2021-10-14 13:26:27 main:574] : INFO : Epoch 1741 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2780.29 ms [2021-10-14 13:26:30 main:574] : INFO : Epoch 1742 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2777 ms [2021-10-14 13:26:33 main:574] : INFO : Epoch 1743 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 2871.48 ms [2021-10-14 13:26:35 main:574] : INFO : Epoch 1744 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 2877.5 ms [2021-10-14 13:26:38 main:574] : INFO : Epoch 1745 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2878.14 ms [2021-10-14 13:26:41 main:574] : INFO : Epoch 1746 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2815.42 ms [2021-10-14 13:26:44 main:574] : INFO : Epoch 1747 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2791.82 ms [2021-10-14 13:26:47 main:574] : INFO : Epoch 1748 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 2767.91 ms [2021-10-14 13:26:50 main:574] : INFO : Epoch 1749 | loss: 0.031251 | val_loss: 0.0312509 | Time: 2746.17 ms [2021-10-14 13:26:52 main:574] : INFO : Epoch 1750 | loss: 0.0312523 | val_loss: 0.0312505 | Time: 2772.27 ms [2021-10-14 13:26:55 main:574] : INFO : Epoch 1751 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2820.91 ms [2021-10-14 13:26:58 main:574] : INFO : Epoch 1752 | loss: 0.0312501 | val_loss: 0.0312537 | Time: 2858.5 ms [2021-10-14 13:27:01 main:574] : INFO : Epoch 1753 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 2817.77 ms [2021-10-14 13:27:04 main:574] : INFO : Epoch 1754 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 2836.99 ms [2021-10-14 13:27:07 main:574] : INFO : Epoch 1755 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2924.75 ms [2021-10-14 13:27:10 main:574] : INFO : Epoch 1756 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2860.51 ms [2021-10-14 13:27:12 main:574] : INFO : Epoch 1757 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2776.19 ms [2021-10-14 13:27:15 main:574] : INFO : Epoch 1758 | loss: 0.0312514 | val_loss: 0.0312529 | Time: 2912.88 ms [2021-10-14 13:27:18 main:574] : INFO : Epoch 1759 | loss: 0.031251 | val_loss: 0.0312507 | Time: 2932.31 ms [2021-10-14 13:27:21 main:574] : INFO : Epoch 1760 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2809.31 ms [2021-10-14 13:27:24 main:574] : INFO : Epoch 1761 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2908.84 ms [2021-10-14 13:27:27 main:574] : INFO : Epoch 1762 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 2774.17 ms [2021-10-14 13:27:30 main:574] : INFO : Epoch 1763 | loss: 0.0312505 | val_loss: 0.0312535 | Time: 2796.48 ms [2021-10-14 13:27:32 main:574] : INFO : Epoch 1764 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 2735.53 ms [2021-10-14 13:27:35 main:574] : INFO : Epoch 1765 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 2835.74 ms [2021-10-14 13:27:38 main:574] : INFO : Epoch 1766 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2935.43 ms [2021-10-14 13:27:41 main:574] : INFO : Epoch 1767 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2902.39 ms [2021-10-14 13:27:44 main:574] : INFO : Epoch 1768 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2920.23 ms [2021-10-14 13:27:47 main:574] : INFO : Epoch 1769 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 2829.05 ms [2021-10-14 13:27:50 main:574] : INFO : Epoch 1770 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2800.84 ms [2021-10-14 13:27:52 main:574] : INFO : Epoch 1771 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2853.33 ms [2021-10-14 13:27:55 main:574] : INFO : Epoch 1772 | loss: 0.0312515 | val_loss: 0.0312506 | Time: 2877.6 ms [2021-10-14 13:27:58 main:574] : INFO : Epoch 1773 | loss: 0.0312519 | val_loss: 0.0312502 | Time: 2869.75 ms [2021-10-14 13:28:01 main:574] : INFO : Epoch 1774 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2798.36 ms [2021-10-14 13:28:04 main:574] : INFO : Epoch 1775 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2845.75 ms [2021-10-14 13:28:07 main:574] : INFO : Epoch 1776 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 2779.99 ms [2021-10-14 13:28:09 main:574] : INFO : Epoch 1777 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 2743.09 ms [2021-10-14 13:28:12 main:574] : INFO : Epoch 1778 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 2762.56 ms [2021-10-14 13:28:15 main:574] : INFO : Epoch 1779 | loss: 0.0312514 | val_loss: 0.0312511 | Time: 2785.82 ms [2021-10-14 13:28:18 main:574] : INFO : Epoch 1780 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2871.97 ms [2021-10-14 13:28:21 main:574] : INFO : Epoch 1781 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2790.17 ms [2021-10-14 13:28:24 main:574] : INFO : Epoch 1782 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2838.65 ms [2021-10-14 13:28:26 main:574] : INFO : Epoch 1783 | loss: 0.0312506 | val_loss: 0.0312521 | Time: 2807.73 ms [2021-10-14 13:28:29 main:574] : INFO : Epoch 1784 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 2853.41 ms [2021-10-14 13:28:32 main:574] : INFO : Epoch 1785 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2777.92 ms [2021-10-14 13:28:35 main:574] : INFO : Epoch 1786 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2822.46 ms [2021-10-14 13:28:38 main:574] : INFO : Epoch 1787 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 2884.9 ms [2021-10-14 13:28:41 main:574] : INFO : Epoch 1788 | loss: 0.0312517 | val_loss: 0.0312512 | Time: 2851.93 ms [2021-10-14 13:28:44 main:574] : INFO : Epoch 1789 | loss: 0.0312518 | val_loss: 0.0312504 | Time: 2931.83 ms [2021-10-14 13:28:46 main:574] : INFO : Epoch 1790 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2859.28 ms [2021-10-14 13:28:49 main:574] : INFO : Epoch 1791 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2799.54 ms [2021-10-14 13:28:52 main:574] : INFO : Epoch 1792 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2722.98 ms [2021-10-14 13:28:55 main:574] : INFO : Epoch 1793 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2730.69 ms [2021-10-14 13:28:57 main:574] : INFO : Epoch 1794 | loss: 0.0312501 | val_loss: 0.0312526 | Time: 2727.04 ms [2021-10-14 13:29:00 main:574] : INFO : Epoch 1795 | loss: 0.0312513 | val_loss: 0.0312504 | Time: 2757.41 ms [2021-10-14 13:29:03 main:574] : INFO : Epoch 1796 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2974.13 ms [2021-10-14 13:29:06 main:574] : INFO : Epoch 1797 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2828.38 ms [2021-10-14 13:29:09 main:574] : INFO : Epoch 1798 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 3007.54 ms [2021-10-14 13:29:12 main:574] : INFO : Epoch 1799 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2857.97 ms [2021-10-14 13:29:15 main:574] : INFO : Epoch 1800 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2761.07 ms [2021-10-14 13:29:18 main:574] : INFO : Epoch 1801 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2798.47 ms [2021-10-14 13:29:20 main:574] : INFO : Epoch 1802 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 2793.89 ms [2021-10-14 13:29:23 main:574] : INFO : Epoch 1803 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2852.47 ms [2021-10-14 13:29:26 main:574] : INFO : Epoch 1804 | loss: 0.0312516 | val_loss: 0.0312526 | Time: 2782.35 ms [2021-10-14 13:29:29 main:574] : INFO : Epoch 1805 | loss: 0.0312518 | val_loss: 0.0312514 | Time: 2801.27 ms [2021-10-14 13:29:32 main:574] : INFO : Epoch 1806 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2759.29 ms [2021-10-14 13:29:34 main:574] : INFO : Epoch 1807 | loss: 0.0312505 | val_loss: 0.0312529 | Time: 2858.41 ms [2021-10-14 13:29:37 main:574] : INFO : Epoch 1808 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2807.67 ms [2021-10-14 13:29:40 main:574] : INFO : Epoch 1809 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2784.98 ms [2021-10-14 13:29:43 main:574] : INFO : Epoch 1810 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 2742.79 ms [2021-10-14 13:29:46 main:574] : INFO : Epoch 1811 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 2792.63 ms [2021-10-14 13:29:48 main:574] : INFO : Epoch 1812 | loss: 0.0312511 | val_loss: 0.0312536 | Time: 2773.61 ms [2021-10-14 13:29:51 main:574] : INFO : Epoch 1813 | loss: 0.0312523 | val_loss: 0.0312516 | Time: 2809.62 ms [2021-10-14 13:29:54 main:574] : INFO : Epoch 1814 | loss: 0.0312509 | val_loss: 0.0312555 | Time: 2874.44 ms [2021-10-14 13:29:57 main:574] : INFO : Epoch 1815 | loss: 0.031252 | val_loss: 0.0312516 | Time: 2833.05 ms [2021-10-14 13:30:00 main:574] : INFO : Epoch 1816 | loss: 0.0312517 | val_loss: 0.0312512 | Time: 2784.02 ms [2021-10-14 13:30:03 main:574] : INFO : Epoch 1817 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 2854.61 ms [2021-10-14 13:30:06 main:574] : INFO : Epoch 1818 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2876.86 ms [2021-10-14 13:30:08 main:574] : INFO : Epoch 1819 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2911.61 ms [2021-10-14 13:30:11 main:574] : INFO : Epoch 1820 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2876.11 ms [2021-10-14 13:30:14 main:574] : INFO : Epoch 1821 | loss: 0.031251 | val_loss: 0.0312512 | Time: 2882.82 ms [2021-10-14 13:30:17 main:574] : INFO : Epoch 1822 | loss: 0.031251 | val_loss: 0.0312505 | Time: 2810.29 ms [2021-10-14 13:30:20 main:574] : INFO : Epoch 1823 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2750.36 ms [2021-10-14 13:30:23 main:574] : INFO : Epoch 1824 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2729.9 ms [2021-10-14 13:30:25 main:574] : INFO : Epoch 1825 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2825.77 ms [2021-10-14 13:30:28 main:574] : INFO : Epoch 1826 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 2804.68 ms [2021-10-14 13:30:31 main:574] : INFO : Epoch 1827 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2826.8 ms [2021-10-14 13:30:34 main:574] : INFO : Epoch 1828 | loss: 0.0312522 | val_loss: 0.0312536 | Time: 2876.94 ms [2021-10-14 13:30:37 main:574] : INFO : Epoch 1829 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 2964.57 ms [2021-10-14 13:30:40 main:574] : INFO : Epoch 1830 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2803.34 ms [2021-10-14 13:30:43 main:574] : INFO : Epoch 1831 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2757.6 ms [2021-10-14 13:30:45 main:574] : INFO : Epoch 1832 | loss: 0.0312503 | val_loss: 0.0312523 | Time: 2728.42 ms [2021-10-14 13:30:48 main:574] : INFO : Epoch 1833 | loss: 0.031251 | val_loss: 0.0312504 | Time: 3023.24 ms [2021-10-14 13:30:51 main:574] : INFO : Epoch 1834 | loss: 0.0312521 | val_loss: 0.0312505 | Time: 2789.2 ms [2021-10-14 13:30:54 main:574] : INFO : Epoch 1835 | loss: 0.0312514 | val_loss: 0.0312506 | Time: 2807.02 ms [2021-10-14 13:30:57 main:574] : INFO : Epoch 1836 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2806.69 ms [2021-10-14 13:31:00 main:574] : INFO : Epoch 1837 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2823.65 ms [2021-10-14 13:31:02 main:574] : INFO : Epoch 1838 | loss: 0.0312503 | val_loss: 0.0312519 | Time: 2739.85 ms [2021-10-14 13:31:05 main:574] : INFO : Epoch 1839 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2775.84 ms [2021-10-14 13:31:08 main:574] : INFO : Epoch 1840 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2860.48 ms [2021-10-14 13:31:11 main:574] : INFO : Epoch 1841 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2808.17 ms [2021-10-14 13:31:14 main:574] : INFO : Epoch 1842 | loss: 0.0312507 | val_loss: 0.0312515 | Time: 2832.49 ms [2021-10-14 13:31:17 main:574] : INFO : Epoch 1843 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3065.44 ms [2021-10-14 13:31:20 main:574] : INFO : Epoch 1844 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 2934.26 ms [2021-10-14 13:31:22 main:574] : INFO : Epoch 1845 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2765.58 ms [2021-10-14 13:31:25 main:574] : INFO : Epoch 1846 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 2804.29 ms [2021-10-14 13:31:28 main:574] : INFO : Epoch 1847 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2956.96 ms [2021-10-14 13:31:31 main:574] : INFO : Epoch 1848 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2874.28 ms [2021-10-14 13:31:34 main:574] : INFO : Epoch 1849 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2970.57 ms [2021-10-14 13:31:37 main:574] : INFO : Epoch 1850 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2841.61 ms [2021-10-14 13:31:40 main:574] : INFO : Epoch 1851 | loss: 0.03125 | val_loss: 0.0312505 | Time: 3020.88 ms [2021-10-14 13:31:43 main:574] : INFO : Epoch 1852 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2799.89 ms [2021-10-14 13:31:46 main:574] : INFO : Epoch 1853 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2874.2 ms [2021-10-14 13:31:49 main:574] : INFO : Epoch 1854 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2976.97 ms [2021-10-14 13:31:52 main:574] : INFO : Epoch 1855 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 2936.76 ms [2021-10-14 13:31:55 main:574] : INFO : Epoch 1856 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 2825 ms [2021-10-14 13:31:57 main:574] : INFO : Epoch 1857 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2776.12 ms [2021-10-14 13:32:00 main:574] : INFO : Epoch 1858 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 2732.14 ms [2021-10-14 13:32:03 main:574] : INFO : Epoch 1859 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 2784.81 ms [2021-10-14 13:32:06 main:574] : INFO : Epoch 1860 | loss: 0.031251 | val_loss: 0.0312505 | Time: 2784.86 ms [2021-10-14 13:32:09 main:574] : INFO : Epoch 1861 | loss: 0.0312514 | val_loss: 0.0312524 | Time: 2871.36 ms [2021-10-14 13:32:11 main:574] : INFO : Epoch 1862 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 2918.07 ms [2021-10-14 13:32:14 main:574] : INFO : Epoch 1863 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2811.2 ms [2021-10-14 13:32:17 main:574] : INFO : Epoch 1864 | loss: 0.031251 | val_loss: 0.031254 | Time: 2940.14 ms [2021-10-14 13:32:20 main:574] : INFO : Epoch 1865 | loss: 0.0312516 | val_loss: 0.0312504 | Time: 2791.73 ms [2021-10-14 13:32:23 main:574] : INFO : Epoch 1866 | loss: 0.0312517 | val_loss: 0.0312526 | Time: 2723.29 ms [2021-10-14 13:32:26 main:574] : INFO : Epoch 1867 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2729.36 ms [2021-10-14 13:32:28 main:574] : INFO : Epoch 1868 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2813.95 ms [2021-10-14 13:32:31 main:574] : INFO : Epoch 1869 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2863.34 ms [2021-10-14 13:32:34 main:574] : INFO : Epoch 1870 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 2815.85 ms [2021-10-14 13:32:37 main:574] : INFO : Epoch 1871 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 2818.2 ms [2021-10-14 13:32:40 main:574] : INFO : Epoch 1872 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2824.33 ms [2021-10-14 13:32:43 main:574] : INFO : Epoch 1873 | loss: 0.0312518 | val_loss: 0.0312524 | Time: 2791.89 ms [2021-10-14 13:32:45 main:574] : INFO : Epoch 1874 | loss: 0.0312524 | val_loss: 0.0312504 | Time: 2715.8 ms [2021-10-14 13:32:48 main:574] : INFO : Epoch 1875 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 2774.02 ms [2021-10-14 13:32:51 main:574] : INFO : Epoch 1876 | loss: 0.031251 | val_loss: 0.0312514 | Time: 2966.08 ms [2021-10-14 13:32:54 main:574] : INFO : Epoch 1877 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2958.63 ms [2021-10-14 13:32:57 main:574] : INFO : Epoch 1878 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2853.31 ms [2021-10-14 13:33:00 main:574] : INFO : Epoch 1879 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3003.1 ms [2021-10-14 13:33:03 main:574] : INFO : Epoch 1880 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2858.37 ms [2021-10-14 13:33:06 main:574] : INFO : Epoch 1881 | loss: 0.031251 | val_loss: 0.031253 | Time: 2832.5 ms [2021-10-14 13:33:08 main:574] : INFO : Epoch 1882 | loss: 0.0312518 | val_loss: 0.031253 | Time: 2800.64 ms [2021-10-14 13:33:11 main:574] : INFO : Epoch 1883 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 2901.38 ms [2021-10-14 13:33:14 main:574] : INFO : Epoch 1884 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 2872.36 ms [2021-10-14 13:33:17 main:574] : INFO : Epoch 1885 | loss: 0.0312512 | val_loss: 0.0312511 | Time: 2881.88 ms [2021-10-14 13:33:20 main:574] : INFO : Epoch 1886 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 2879.04 ms [2021-10-14 13:33:23 main:574] : INFO : Epoch 1887 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2787.99 ms [2021-10-14 13:33:26 main:574] : INFO : Epoch 1888 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2746.58 ms [2021-10-14 13:33:28 main:574] : INFO : Epoch 1889 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2770.45 ms [2021-10-14 13:33:31 main:574] : INFO : Epoch 1890 | loss: 0.0312514 | val_loss: 0.031254 | Time: 2971.86 ms [2021-10-14 13:33:34 main:574] : INFO : Epoch 1891 | loss: 0.0312511 | val_loss: 0.0312523 | Time: 2945.44 ms [2021-10-14 13:33:37 main:574] : INFO : Epoch 1892 | loss: 0.031251 | val_loss: 0.0312505 | Time: 2951.56 ms [2021-10-14 13:33:40 main:574] : INFO : Epoch 1893 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2879.39 ms [2021-10-14 13:33:43 main:574] : INFO : Epoch 1894 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2761.55 ms [2021-10-14 13:33:46 main:574] : INFO : Epoch 1895 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2797.49 ms [2021-10-14 13:33:49 main:574] : INFO : Epoch 1896 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2835.95 ms [2021-10-14 13:33:51 main:574] : INFO : Epoch 1897 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 2830.14 ms [2021-10-14 13:33:54 main:574] : INFO : Epoch 1898 | loss: 0.0312511 | val_loss: 0.031251 | Time: 3046.7 ms [2021-10-14 13:33:57 main:574] : INFO : Epoch 1899 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 2797.74 ms [2021-10-14 13:34:00 main:574] : INFO : Epoch 1900 | loss: 0.0312507 | val_loss: 0.0312531 | Time: 2866.43 ms [2021-10-14 13:34:03 main:574] : INFO : Epoch 1901 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 2793.2 ms [2021-10-14 13:34:06 main:574] : INFO : Epoch 1902 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 2781.37 ms [2021-10-14 13:34:09 main:574] : INFO : Epoch 1903 | loss: 0.0312508 | val_loss: 0.0312535 | Time: 2754.98 ms [2021-10-14 13:34:11 main:574] : INFO : Epoch 1904 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2856.83 ms [2021-10-14 13:34:14 main:574] : INFO : Epoch 1905 | loss: 0.0312515 | val_loss: 0.031255 | Time: 2887.16 ms [2021-10-14 13:34:17 main:574] : INFO : Epoch 1906 | loss: 0.0312547 | val_loss: 0.0312506 | Time: 2849.79 ms [2021-10-14 13:34:20 main:574] : INFO : Epoch 1907 | loss: 0.0312516 | val_loss: 0.0312505 | Time: 2911.71 ms [2021-10-14 13:34:23 main:574] : INFO : Epoch 1908 | loss: 0.031252 | val_loss: 0.0312515 | Time: 2826.84 ms [2021-10-14 13:34:26 main:574] : INFO : Epoch 1909 | loss: 0.0312517 | val_loss: 0.0312525 | Time: 2871.83 ms [2021-10-14 13:34:29 main:574] : INFO : Epoch 1910 | loss: 0.0312516 | val_loss: 0.0312541 | Time: 2797.21 ms [2021-10-14 13:34:32 main:574] : INFO : Epoch 1911 | loss: 0.0312516 | val_loss: 0.0312515 | Time: 2965.76 ms [2021-10-14 13:34:35 main:574] : INFO : Epoch 1912 | loss: 0.0312524 | val_loss: 0.0312512 | Time: 3117.54 ms [2021-10-14 13:34:38 main:574] : INFO : Epoch 1913 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2897.87 ms [2021-10-14 13:34:40 main:574] : INFO : Epoch 1914 | loss: 0.0312516 | val_loss: 0.0312508 | Time: 2811.35 ms [2021-10-14 13:34:43 main:574] : INFO : Epoch 1915 | loss: 0.0312521 | val_loss: 0.0312515 | Time: 2736.75 ms [2021-10-14 13:34:46 main:574] : INFO : Epoch 1916 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2760.46 ms [2021-10-14 13:34:49 main:574] : INFO : Epoch 1917 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 2743.47 ms [2021-10-14 13:34:52 main:574] : INFO : Epoch 1918 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 2861.65 ms [2021-10-14 13:34:54 main:574] : INFO : Epoch 1919 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2789.2 ms [2021-10-14 13:34:57 main:574] : INFO : Epoch 1920 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2828.62 ms [2021-10-14 13:35:00 main:574] : INFO : Epoch 1921 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2891.97 ms [2021-10-14 13:35:03 main:574] : INFO : Epoch 1922 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2817.19 ms [2021-10-14 13:35:06 main:574] : INFO : Epoch 1923 | loss: 0.0312507 | val_loss: 0.0312542 | Time: 2758.07 ms [2021-10-14 13:35:09 main:574] : INFO : Epoch 1924 | loss: 0.031251 | val_loss: 0.0312518 | Time: 2769.19 ms [2021-10-14 13:35:11 main:574] : INFO : Epoch 1925 | loss: 0.0312515 | val_loss: 0.0312534 | Time: 2809.43 ms [2021-10-14 13:35:14 main:574] : INFO : Epoch 1926 | loss: 0.0312513 | val_loss: 0.0312541 | Time: 2850.58 ms [2021-10-14 13:35:17 main:574] : INFO : Epoch 1927 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2917.93 ms [2021-10-14 13:35:20 main:574] : INFO : Epoch 1928 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 2907.01 ms [2021-10-14 13:35:23 main:574] : INFO : Epoch 1929 | loss: 0.0312513 | val_loss: 0.0312515 | Time: 2883.56 ms [2021-10-14 13:35:26 main:574] : INFO : Epoch 1930 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 2786.09 ms [2021-10-14 13:35:29 main:574] : INFO : Epoch 1931 | loss: 0.0312521 | val_loss: 0.031255 | Time: 2748.3 ms [2021-10-14 13:35:31 main:574] : INFO : Epoch 1932 | loss: 0.0312523 | val_loss: 0.0312504 | Time: 2768.66 ms [2021-10-14 13:35:34 main:574] : INFO : Epoch 1933 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2786.21 ms [2021-10-14 13:35:37 main:574] : INFO : Epoch 1934 | loss: 0.0312514 | val_loss: 0.0312509 | Time: 2823.82 ms [2021-10-14 13:35:40 main:574] : INFO : Epoch 1935 | loss: 0.0312513 | val_loss: 0.031251 | Time: 2810.58 ms [2021-10-14 13:35:43 main:574] : INFO : Epoch 1936 | loss: 0.0312509 | val_loss: 0.0312518 | Time: 2802.78 ms [2021-10-14 13:35:45 main:574] : INFO : Epoch 1937 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2858.3 ms [2021-10-14 13:35:48 main:574] : INFO : Epoch 1938 | loss: 0.031251 | val_loss: 0.0312515 | Time: 2779.66 ms [2021-10-14 13:35:51 main:574] : INFO : Epoch 1939 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2799.14 ms [2021-10-14 13:35:54 main:574] : INFO : Epoch 1940 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2776.04 ms [2021-10-14 13:35:57 main:574] : INFO : Epoch 1941 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2896.47 ms [2021-10-14 13:36:00 main:574] : INFO : Epoch 1942 | loss: 0.0312512 | val_loss: 0.0312546 | Time: 2910.19 ms [2021-10-14 13:36:03 main:574] : INFO : Epoch 1943 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2838.39 ms [2021-10-14 13:36:05 main:574] : INFO : Epoch 1944 | loss: 0.0312507 | val_loss: 0.0312521 | Time: 2857.15 ms [2021-10-14 13:36:08 main:574] : INFO : Epoch 1945 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 2801.75 ms [2021-10-14 13:36:11 main:574] : INFO : Epoch 1946 | loss: 0.031251 | val_loss: 0.0312512 | Time: 2746.32 ms [2021-10-14 13:36:14 main:574] : INFO : Epoch 1947 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2741.79 ms [2021-10-14 13:36:17 main:574] : INFO : Epoch 1948 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 3017.7 ms [2021-10-14 13:36:20 main:574] : INFO : Epoch 1949 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2876.64 ms [2021-10-14 13:36:22 main:574] : INFO : Epoch 1950 | loss: 0.0312512 | val_loss: 0.0312503 | Time: 2875.44 ms [2021-10-14 13:36:25 main:574] : INFO : Epoch 1951 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2834.97 ms [2021-10-14 13:36:28 main:574] : INFO : Epoch 1952 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2915.93 ms [2021-10-14 13:36:31 main:574] : INFO : Epoch 1953 | loss: 0.0312511 | val_loss: 0.0312506 | Time: 2764.78 ms [2021-10-14 13:36:34 main:574] : INFO : Epoch 1954 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2777.92 ms [2021-10-14 13:36:37 main:574] : INFO : Epoch 1955 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2810.15 ms [2021-10-14 13:36:39 main:574] : INFO : Epoch 1956 | loss: 0.0312528 | val_loss: 0.031251 | Time: 2780.62 ms [2021-10-14 13:36:42 main:574] : INFO : Epoch 1957 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 2815.47 ms [2021-10-14 13:36:45 main:574] : INFO : Epoch 1958 | loss: 0.0312516 | val_loss: 0.0312523 | Time: 3006.85 ms [2021-10-14 13:36:48 main:574] : INFO : Epoch 1959 | loss: 0.031251 | val_loss: 0.0312516 | Time: 2828.55 ms [2021-10-14 13:36:51 main:574] : INFO : Epoch 1960 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2904.15 ms [2021-10-14 13:36:54 main:574] : INFO : Epoch 1961 | loss: 0.031252 | val_loss: 0.0312568 | Time: 2913.96 ms [2021-10-14 13:36:57 main:574] : INFO : Epoch 1962 | loss: 0.0312537 | val_loss: 0.0312527 | Time: 2962.54 ms [2021-10-14 13:37:00 main:574] : INFO : Epoch 1963 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 3293.25 ms [2021-10-14 13:37:03 main:574] : INFO : Epoch 1964 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 3158.27 ms [2021-10-14 13:37:06 main:574] : INFO : Epoch 1965 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2714.28 ms [2021-10-14 13:37:09 main:574] : INFO : Epoch 1966 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2799.67 ms [2021-10-14 13:37:12 main:574] : INFO : Epoch 1967 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 3021.42 ms [2021-10-14 13:37:15 main:574] : INFO : Epoch 1968 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 2864.6 ms [2021-10-14 13:37:18 main:574] : INFO : Epoch 1969 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 2848.78 ms [2021-10-14 13:37:21 main:574] : INFO : Epoch 1970 | loss: 0.031251 | val_loss: 0.0312517 | Time: 2956.95 ms [2021-10-14 13:37:24 main:574] : INFO : Epoch 1971 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2821.94 ms [2021-10-14 13:37:26 main:574] : INFO : Epoch 1972 | loss: 0.0312514 | val_loss: 0.0312507 | Time: 2802.06 ms [2021-10-14 13:37:29 main:574] : INFO : Epoch 1973 | loss: 0.0312513 | val_loss: 0.0312511 | Time: 2932.45 ms [2021-10-14 13:37:32 main:574] : INFO : Epoch 1974 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2897.51 ms [2021-10-14 13:37:35 main:574] : INFO : Epoch 1975 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2850.7 ms [2021-10-14 13:37:38 main:574] : INFO : Epoch 1976 | loss: 0.0312516 | val_loss: 0.0312569 | Time: 2850.55 ms [2021-10-14 13:37:41 main:574] : INFO : Epoch 1977 | loss: 0.0312529 | val_loss: 0.0312505 | Time: 2822.32 ms [2021-10-14 13:37:44 main:574] : INFO : Epoch 1978 | loss: 0.0312521 | val_loss: 0.0312512 | Time: 2759.35 ms [2021-10-14 13:37:46 main:574] : INFO : Epoch 1979 | loss: 0.0312519 | val_loss: 0.0312521 | Time: 2745.12 ms [2021-10-14 13:37:49 main:574] : INFO : Epoch 1980 | loss: 0.031251 | val_loss: 0.0312505 | Time: 2781.15 ms [2021-10-14 13:37:52 main:574] : INFO : Epoch 1981 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2916.9 ms [2021-10-14 13:37:55 main:574] : INFO : Epoch 1982 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2827.21 ms [2021-10-14 13:37:58 main:574] : INFO : Epoch 1983 | loss: 0.0312511 | val_loss: 0.0312517 | Time: 2805.32 ms [2021-10-14 13:38:01 main:574] : INFO : Epoch 1984 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 2822.99 ms [2021-10-14 13:38:03 main:574] : INFO : Epoch 1985 | loss: 0.031251 | val_loss: 0.0312547 | Time: 2809.58 ms [2021-10-14 13:38:06 main:574] : INFO : Epoch 1986 | loss: 0.0312509 | val_loss: 0.0312525 | Time: 2785.71 ms [2021-10-14 13:38:09 main:574] : INFO : Epoch 1987 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2827.2 ms [2021-10-14 13:38:12 main:574] : INFO : Epoch 1988 | loss: 0.0312517 | val_loss: 0.0312515 | Time: 2830.39 ms [2021-10-14 13:38:15 main:574] : INFO : Epoch 1989 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2867.44 ms [2021-10-14 13:38:18 main:574] : INFO : Epoch 1990 | loss: 0.0312511 | val_loss: 0.0312511 | Time: 2948.8 ms [2021-10-14 13:38:21 main:574] : INFO : Epoch 1991 | loss: 0.031251 | val_loss: 0.0312543 | Time: 2880.8 ms [2021-10-14 13:38:23 main:574] : INFO : Epoch 1992 | loss: 0.0312518 | val_loss: 0.0312513 | Time: 2845.5 ms [2021-10-14 13:38:26 main:574] : INFO : Epoch 1993 | loss: 0.0312517 | val_loss: 0.0312516 | Time: 2829.26 ms [2021-10-14 13:38:29 main:574] : INFO : Epoch 1994 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 2834.69 ms [2021-10-14 13:38:32 main:574] : INFO : Epoch 1995 | loss: 0.031251 | val_loss: 0.0312509 | Time: 2997.68 ms [2021-10-14 13:38:35 main:574] : INFO : Epoch 1996 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2985.54 ms [2021-10-14 13:38:38 main:574] : INFO : Epoch 1997 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 2820.99 ms [2021-10-14 13:38:41 main:574] : INFO : Epoch 1998 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 2848.47 ms [2021-10-14 13:38:44 main:574] : INFO : Epoch 1999 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2772.43 ms [2021-10-14 13:38:46 main:574] : INFO : Epoch 2000 | loss: 0.0312514 | val_loss: 0.031252 | Time: 2810.07 ms [2021-10-14 13:38:49 main:574] : INFO : Epoch 2001 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2840.17 ms [2021-10-14 13:38:52 main:574] : INFO : Epoch 2002 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2946.05 ms [2021-10-14 13:38:55 main:574] : INFO : Epoch 2003 | loss: 0.0312511 | val_loss: 0.0312533 | Time: 2957.37 ms [2021-10-14 13:38:58 main:574] : INFO : Epoch 2004 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 2801.59 ms [2021-10-14 13:39:01 main:574] : INFO : Epoch 2005 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2790.55 ms [2021-10-14 13:39:04 main:574] : INFO : Epoch 2006 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2822.24 ms [2021-10-14 13:39:06 main:574] : INFO : Epoch 2007 | loss: 0.0312517 | val_loss: 0.0312525 | Time: 2734.39 ms [2021-10-14 13:39:09 main:574] : INFO : Epoch 2008 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 2814.75 ms [2021-10-14 13:39:12 main:574] : INFO : Epoch 2009 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 2870.8 ms [2021-10-14 13:39:15 main:574] : INFO : Epoch 2010 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2839.62 ms [2021-10-14 13:39:18 main:574] : INFO : Epoch 2011 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 2897.54 ms [2021-10-14 13:39:21 main:574] : INFO : Epoch 2012 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 2833.06 ms [2021-10-14 13:39:24 main:574] : INFO : Epoch 2013 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2837.44 ms [2021-10-14 13:39:26 main:574] : INFO : Epoch 2014 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2721.22 ms [2021-10-14 13:39:29 main:574] : INFO : Epoch 2015 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 2756.48 ms [2021-10-14 13:39:32 main:574] : INFO : Epoch 2016 | loss: 0.0312512 | val_loss: 0.0312526 | Time: 2800.42 ms [2021-10-14 13:39:35 main:574] : INFO : Epoch 2017 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2968.6 ms [2021-10-14 13:39:38 main:574] : INFO : Epoch 2018 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 2925.22 ms [2021-10-14 13:39:41 main:574] : INFO : Epoch 2019 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3072.2 ms [2021-10-14 13:39:44 main:574] : INFO : Epoch 2020 | loss: 0.0312517 | val_loss: 0.0312517 | Time: 2815.47 ms [2021-10-14 13:39:47 main:574] : INFO : Epoch 2021 | loss: 0.0312511 | val_loss: 0.0312505 | Time: 2809.29 ms [2021-10-14 13:39:49 main:574] : INFO : Epoch 2022 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2915.06 ms [2021-10-14 13:39:52 main:574] : INFO : Epoch 2023 | loss: 0.0312502 | val_loss: 0.031254 | Time: 2904.72 ms [2021-10-14 13:39:55 main:574] : INFO : Epoch 2024 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2957.37 ms [2021-10-14 13:39:59 main:574] : INFO : Epoch 2025 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 3204.37 ms [2021-10-14 13:40:01 main:574] : INFO : Epoch 2026 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 2808.42 ms [2021-10-14 13:40:04 main:574] : INFO : Epoch 2027 | loss: 0.0312504 | val_loss: 0.0312546 | Time: 2782.61 ms [2021-10-14 13:40:07 main:574] : INFO : Epoch 2028 | loss: 0.0312512 | val_loss: 0.0312534 | Time: 2816.88 ms [2021-10-14 13:40:10 main:574] : INFO : Epoch 2029 | loss: 0.0312526 | val_loss: 0.0312539 | Time: 2858.07 ms [2021-10-14 13:40:13 main:574] : INFO : Epoch 2030 | loss: 0.0312519 | val_loss: 0.0312515 | Time: 2818.41 ms [2021-10-14 13:40:15 main:574] : INFO : Epoch 2031 | loss: 0.031251 | val_loss: 0.0312507 | Time: 2803.69 ms [2021-10-14 13:40:19 main:574] : INFO : Epoch 2032 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 3066.31 ms [2021-10-14 13:40:21 main:574] : INFO : Epoch 2033 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2793.53 ms [2021-10-14 13:40:24 main:574] : INFO : Epoch 2034 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2793.16 ms [2021-10-14 13:40:27 main:574] : INFO : Epoch 2035 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2853.37 ms [2021-10-14 13:40:30 main:574] : INFO : Epoch 2036 | loss: 0.0312518 | val_loss: 0.0312508 | Time: 2943.12 ms [2021-10-14 13:40:33 main:574] : INFO : Epoch 2037 | loss: 0.031251 | val_loss: 0.0312506 | Time: 2935.69 ms [2021-10-14 13:40:36 main:574] : INFO : Epoch 2038 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2783.36 ms [2021-10-14 13:40:39 main:574] : INFO : Epoch 2039 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2931.3 ms [2021-10-14 13:40:41 main:574] : INFO : Epoch 2040 | loss: 0.0312509 | val_loss: 0.0312531 | Time: 2754.01 ms [2021-10-14 13:40:44 main:574] : INFO : Epoch 2041 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2766.32 ms [2021-10-14 13:40:47 main:574] : INFO : Epoch 2042 | loss: 0.0312511 | val_loss: 0.0312524 | Time: 2851.64 ms [2021-10-14 13:40:50 main:574] : INFO : Epoch 2043 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2827.86 ms [2021-10-14 13:40:53 main:574] : INFO : Epoch 2044 | loss: 0.031251 | val_loss: 0.0312504 | Time: 2822.96 ms [2021-10-14 13:40:56 main:574] : INFO : Epoch 2045 | loss: 0.031251 | val_loss: 0.0312541 | Time: 2870.87 ms [2021-10-14 13:40:59 main:574] : INFO : Epoch 2046 | loss: 0.031251 | val_loss: 0.0312512 | Time: 2835.45 ms [2021-10-14 13:41:01 main:574] : INFO : Epoch 2047 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2851.04 ms [2021-10-14 13:41:04 main:574] : INFO : Epoch 2048 | loss: 0.0312506 | val_loss: 0.0312528 | Time: 2785.83 ms [2021-10-14 13:41:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312528 [2021-10-14 13:41:04 main:603] : INFO : Saving end state to config to file [2021-10-14 13:41:04 main:608] : INFO : Success, exiting.. 13:41:04 (17516): 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)