Task 14596927
| Name | ParityModified-1647042293-23674-3-0_0 |
| Workunit | 11618256 |
| Created | 11 Apr 2022, 8:43:05 UTC |
| Sent | 11 Apr 2022, 8:59:07 UTC |
| Report deadline | 19 Apr 2022, 8:59:07 UTC |
| Received | 11 Apr 2022, 10:54:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18747 |
| Run time | 1 hours 46 min 25 sec |
| CPU time | 1 hours 17 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,906.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 14.56 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1537 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 3141.15 ms [2022-04-11 06:21:37 main:581] : INFO : Epoch 1538 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 3512.65 ms [2022-04-11 06:21:40 main:581] : INFO : Epoch 1539 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 3220.76 ms [2022-04-11 06:21:43 main:581] : INFO : Epoch 1540 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3263.22 ms [2022-04-11 06:21:47 main:581] : INFO : Epoch 1541 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 3265.05 ms [2022-04-11 06:21:50 main:581] : INFO : Epoch 1542 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3527.9 ms [2022-04-11 06:21:53 main:581] : INFO : Epoch 1543 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 3291.83 ms [2022-04-11 06:21:57 main:581] : INFO : Epoch 1544 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 3389.49 ms [2022-04-11 06:22:00 main:581] : INFO : Epoch 1545 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 3245.55 ms [2022-04-11 06:22:03 main:581] : INFO : Epoch 1546 | loss: 0.03125 | val_loss: 0.0312498 | Time: 3250.72 ms [2022-04-11 06:22:07 main:581] : INFO : Epoch 1547 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 3308.03 ms [2022-04-11 06:22:10 main:581] : INFO : Epoch 1548 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3272.07 ms [2022-04-11 06:22:13 main:581] : INFO : Epoch 1549 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3502.19 ms [2022-04-11 06:22:17 main:581] : INFO : Epoch 1550 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3477.64 ms [2022-04-11 06:22:20 main:581] : INFO : Epoch 1551 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3236.5 ms [2022-04-11 06:22:23 main:581] : INFO : Epoch 1552 | loss: 0.03125 | val_loss: 0.03125 | Time: 3367.86 ms [2022-04-11 06:22:27 main:581] : INFO : Epoch 1553 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 3578.59 ms [2022-04-11 06:22:30 main:581] : INFO : Epoch 1554 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 3263.12 ms [2022-04-11 06:22:33 main:581] : INFO : Epoch 1555 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 3107.68 ms [2022-04-11 06:22:37 main:581] : INFO : Epoch 1556 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3533.08 ms [2022-04-11 06:22:40 main:581] : INFO : Epoch 1557 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 3380.64 ms [2022-04-11 06:22:44 main:581] : INFO : Epoch 1558 | loss: 0.0312503 | val_loss: 0.0312514 | Time: 3246.65 ms [2022-04-11 06:22:47 main:581] : INFO : Epoch 1559 | loss: 0.0312503 | val_loss: 0.0312531 | Time: 3439.87 ms [2022-04-11 06:22:50 main:581] : INFO : Epoch 1560 | loss: 0.0312507 | val_loss: 0.03125 | Time: 3187.51 ms [2022-04-11 06:22:54 main:581] : INFO : Epoch 1561 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 3437.33 ms [2022-04-11 06:22:57 main:581] : INFO : Epoch 1562 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 3293.34 ms [2022-04-11 06:23:00 main:581] : INFO : Epoch 1563 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 3479.81 ms [2022-04-11 06:23:03 main:581] : INFO : Epoch 1564 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2869.09 ms [2022-04-11 06:23:06 main:581] : INFO : Epoch 1565 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 3106.23 ms [2022-04-11 06:23:10 main:581] : INFO : Epoch 1566 | loss: 0.03125 | val_loss: 0.0312506 | Time: 3437.47 ms [2022-04-11 06:23:13 main:581] : INFO : Epoch 1567 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2985.89 ms [2022-04-11 06:23:16 main:581] : INFO : Epoch 1568 | loss: 0.0312512 | val_loss: 0.0312519 | Time: 3089.35 ms [2022-04-11 06:23:19 main:581] : INFO : Epoch 1569 | loss: 0.0312515 | val_loss: 0.0312512 | Time: 2987.12 ms [2022-04-11 06:23:22 main:581] : INFO : Epoch 1570 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 2915.68 ms [2022-04-11 06:23:25 main:581] : INFO : Epoch 1571 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3075.44 ms [2022-04-11 06:23:28 main:581] : INFO : Epoch 1572 | loss: 0.0312512 | val_loss: 0.0312509 | Time: 3497.07 ms [2022-04-11 06:23:32 main:581] : INFO : Epoch 1573 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 3382.05 ms [2022-04-11 06:23:35 main:581] : INFO : Epoch 1574 | loss: 0.0312512 | val_loss: 0.0312506 | Time: 3494.03 ms [2022-04-11 06:23:38 main:581] : INFO : Epoch 1575 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 3258.84 ms [2022-04-11 06:23:42 main:581] : INFO : Epoch 1576 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 3142.65 ms [2022-04-11 06:23:45 main:581] : INFO : Epoch 1577 | loss: 0.0312506 | val_loss: 0.031251 | Time: 3110.37 ms [2022-04-11 06:23:48 main:581] : INFO : Epoch 1578 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 3456.1 ms [2022-04-11 06:23:51 main:581] : INFO : Epoch 1579 | loss: 0.0312504 | val_loss: 0.03125 | Time: 3272.3 ms [2022-04-11 06:23:55 main:581] : INFO : Epoch 1580 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3110.73 ms [2022-04-11 06:23:58 main:581] : INFO : Epoch 1581 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3067.74 ms [2022-04-11 06:24:01 main:581] : INFO : Epoch 1582 | loss: 0.0312517 | val_loss: 0.0312516 | Time: 3115.49 ms [2022-04-11 06:24:04 main:581] : INFO : Epoch 1583 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 3299.48 ms [2022-04-11 06:24:07 main:581] : INFO : Epoch 1584 | loss: 0.031251 | val_loss: 0.0312502 | Time: 3182.39 ms [2022-04-11 06:24:10 main:581] : INFO : Epoch 1585 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2979.52 ms [2022-04-11 06:24:13 main:581] : INFO : Epoch 1586 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 3203.03 ms [2022-04-11 06:24:17 main:581] : INFO : Epoch 1587 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 3585.54 ms [2022-04-11 06:24:20 main:581] : INFO : Epoch 1588 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3104 ms [2022-04-11 06:24:23 main:581] : INFO : Epoch 1589 | loss: 0.0312507 | val_loss: 0.03125 | Time: 3314.51 ms [2022-04-11 06:24:26 main:581] : INFO : Epoch 1590 | loss: 0.0312511 | val_loss: 0.0312568 | Time: 3044.11 ms [2022-04-11 06:24:29 main:581] : INFO : Epoch 1591 | loss: 0.0312672 | val_loss: 0.0315175 | Time: 2946.78 ms [2022-04-11 06:24:32 main:581] : INFO : Epoch 1592 | loss: 0.033013 | val_loss: 0.0318909 | Time: 2969.35 ms [2022-04-11 06:24:36 main:581] : INFO : Epoch 1593 | loss: 0.0330466 | val_loss: 0.0320364 | Time: 3254.62 ms [2022-04-11 06:24:39 main:581] : INFO : Epoch 1594 | loss: 0.0314874 | val_loss: 0.0312869 | Time: 3113.54 ms [2022-04-11 06:24:42 main:581] : INFO : Epoch 1595 | loss: 0.0312838 | val_loss: 0.0312638 | Time: 2904.65 ms [2022-04-11 06:24:45 main:581] : INFO : Epoch 1596 | loss: 0.0312571 | val_loss: 0.0312546 | Time: 3063.14 ms [2022-04-11 06:24:48 main:581] : INFO : Epoch 1597 | loss: 0.0312524 | val_loss: 0.0312518 | Time: 2947 ms [2022-04-11 06:24:51 main:581] : INFO : Epoch 1598 | loss: 0.0312521 | val_loss: 0.0312508 | Time: 3045.13 ms [2022-04-11 06:24:54 main:581] : INFO : Epoch 1599 | loss: 0.031251 | val_loss: 0.0312513 | Time: 3042.35 ms [2022-04-11 06:24:57 main:581] : INFO : Epoch 1600 | loss: 0.031251 | val_loss: 0.0312507 | Time: 3213.5 ms [2022-04-11 06:25:00 main:581] : INFO : Epoch 1601 | loss: 0.0312511 | val_loss: 0.031251 | Time: 2948.32 ms [2022-04-11 06:25:03 main:581] : INFO : Epoch 1602 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 3265.09 ms [2022-04-11 06:25:07 main:581] : INFO : Epoch 1603 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 3305.1 ms [2022-04-11 06:25:10 main:581] : INFO : Epoch 1604 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 3248.57 ms [2022-04-11 06:25:13 main:581] : INFO : Epoch 1605 | loss: 0.031251 | val_loss: 0.0312504 | Time: 3291.01 ms [2022-04-11 06:25:16 main:581] : INFO : Epoch 1606 | loss: 0.0312507 | val_loss: 0.031252 | Time: 3025.95 ms [2022-04-11 06:25:19 main:581] : INFO : Epoch 1607 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 3206.09 ms [2022-04-11 06:25:23 main:581] : INFO : Epoch 1608 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 3288.3 ms [2022-04-11 06:25:26 main:581] : INFO : Epoch 1609 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 3275.16 ms [2022-04-11 06:25:29 main:581] : INFO : Epoch 1610 | loss: 0.0312505 | val_loss: 0.03125 | Time: 3324.23 ms [2022-04-11 06:25:32 main:581] : INFO : Epoch 1611 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2853.1 ms [2022-04-11 06:25:35 main:581] : INFO : Epoch 1612 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 3021.32 ms [2022-04-11 06:25:38 main:581] : INFO : Epoch 1613 | loss: 0.0312516 | val_loss: 0.0312531 | Time: 3074.75 ms [2022-04-11 06:25:41 main:581] : INFO : Epoch 1614 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 3108.79 ms [2022-04-11 06:25:44 main:581] : INFO : Epoch 1615 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 3172.6 ms [2022-04-11 06:25:47 main:581] : INFO : Epoch 1616 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2784.52 ms [2022-04-11 06:25:50 main:581] : INFO : Epoch 1617 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2881.53 ms [2022-04-11 06:25:53 main:581] : INFO : Epoch 1618 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 2910.24 ms [2022-04-11 06:25:56 main:581] : INFO : Epoch 1619 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2879.52 ms [2022-04-11 06:25:59 main:581] : INFO : Epoch 1620 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2753.06 ms [2022-04-11 06:26:02 main:581] : INFO : Epoch 1621 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 3213.93 ms [2022-04-11 06:26:05 main:581] : INFO : Epoch 1622 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2796.51 ms [2022-04-11 06:26:08 main:581] : INFO : Epoch 1623 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3063.16 ms [2022-04-11 06:26:11 main:581] : INFO : Epoch 1624 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2911.53 ms [2022-04-11 06:26:14 main:581] : INFO : Epoch 1625 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 3048.98 ms [2022-04-11 06:26:17 main:581] : INFO : Epoch 1626 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2933.72 ms [2022-04-11 06:26:19 main:581] : INFO : Epoch 1627 | loss: 0.0312506 | val_loss: 0.0312525 | Time: 2901.46 ms [2022-04-11 06:26:23 main:581] : INFO : Epoch 1628 | loss: 0.0312513 | val_loss: 0.0312505 | Time: 3092.69 ms [2022-04-11 06:26:26 main:581] : INFO : Epoch 1629 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2997.52 ms [2022-04-11 06:26:28 main:581] : INFO : Epoch 1630 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2921.7 ms [2022-04-11 06:26:31 main:581] : INFO : Epoch 1631 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2983.67 ms [2022-04-11 06:26:34 main:581] : INFO : Epoch 1632 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2842.27 ms [2022-04-11 06:26:37 main:581] : INFO : Epoch 1633 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2850.7 ms [2022-04-11 06:26:40 main:581] : INFO : Epoch 1634 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2783.58 ms [2022-04-11 06:26:43 main:581] : INFO : Epoch 1635 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2972.03 ms [2022-04-11 06:26:46 main:581] : INFO : Epoch 1636 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 2911.68 ms [2022-04-11 06:26:49 main:581] : INFO : Epoch 1637 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 3000.21 ms [2022-04-11 06:26:52 main:581] : INFO : Epoch 1638 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2959.59 ms [2022-04-11 06:26:55 main:581] : INFO : Epoch 1639 | loss: 0.0312504 | val_loss: 0.031251 | Time: 3040.56 ms [2022-04-11 06:26:58 main:581] : INFO : Epoch 1640 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 3091.39 ms [2022-04-11 06:27:01 main:581] : INFO : Epoch 1641 | loss: 0.0312509 | val_loss: 0.0312524 | Time: 2842.5 ms [2022-04-11 06:27:04 main:581] : INFO : Epoch 1642 | loss: 0.0312507 | val_loss: 0.03125 | Time: 3205.06 ms [2022-04-11 06:27:07 main:581] : INFO : Epoch 1643 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2815.46 ms [2022-04-11 06:27:10 main:581] : INFO : Epoch 1644 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2994.88 ms [2022-04-11 06:27:13 main:581] : INFO : Epoch 1645 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2959.73 ms [2022-04-11 06:27:16 main:581] : INFO : Epoch 1646 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2964.79 ms [2022-04-11 06:27:19 main:581] : INFO : Epoch 1647 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2898.84 ms [2022-04-11 06:27:21 main:581] : INFO : Epoch 1648 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2831.78 ms [2022-04-11 06:27:24 main:581] : INFO : Epoch 1649 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3007.56 ms [2022-04-11 06:27:28 main:581] : INFO : Epoch 1650 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3482.32 ms [2022-04-11 06:27:31 main:581] : INFO : Epoch 1651 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 3079.15 ms [2022-04-11 06:27:34 main:581] : INFO : Epoch 1652 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3014.65 ms [2022-04-11 06:27:37 main:581] : INFO : Epoch 1653 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 2484.64 ms [2022-04-11 06:27:39 main:581] : INFO : Epoch 1654 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2593.12 ms [2022-04-11 06:27:42 main:581] : INFO : Epoch 1655 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3060.93 ms [2022-04-11 06:27:45 main:581] : INFO : Epoch 1656 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2851.87 ms [2022-04-11 06:27:48 main:581] : INFO : Epoch 1657 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2773.58 ms [2022-04-11 06:27:51 main:581] : INFO : Epoch 1658 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 3654.04 ms [2022-04-11 06:27:55 main:581] : INFO : Epoch 1659 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 3681.22 ms [2022-04-11 06:27:59 main:581] : INFO : Epoch 1660 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 3515.46 ms [2022-04-11 06:28:02 main:581] : INFO : Epoch 1661 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 3838.71 ms [2022-04-11 06:28:06 main:581] : INFO : Epoch 1662 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3445.64 ms [2022-04-11 06:28:09 main:581] : INFO : Epoch 1663 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 3216.61 ms [2022-04-11 06:28:13 main:581] : INFO : Epoch 1664 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3417.6 ms [2022-04-11 06:28:16 main:581] : INFO : Epoch 1665 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3205.23 ms [2022-04-11 06:28:19 main:581] : INFO : Epoch 1666 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 3151.01 ms [2022-04-11 06:28:22 main:581] : INFO : Epoch 1667 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3338.98 ms [2022-04-11 06:28:26 main:581] : INFO : Epoch 1668 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 3710.14 ms [2022-04-11 06:28:29 main:581] : INFO : Epoch 1669 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 3481.99 ms [2022-04-11 06:28:33 main:581] : INFO : Epoch 1670 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 3471.38 ms [2022-04-11 06:28:36 main:581] : INFO : Epoch 1671 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3437.54 ms [2022-04-11 06:28:40 main:581] : INFO : Epoch 1672 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3468.41 ms [2022-04-11 06:28:43 main:581] : INFO : Epoch 1673 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 3513.61 ms [2022-04-11 06:28:47 main:581] : INFO : Epoch 1674 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 3539.76 ms [2022-04-11 06:28:50 main:581] : INFO : Epoch 1675 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 3150.79 ms [2022-04-11 06:28:53 main:581] : INFO : Epoch 1676 | loss: 0.03125 | val_loss: 0.0312502 | Time: 3276.99 ms [2022-04-11 06:28:57 main:581] : INFO : Epoch 1677 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 3478.99 ms [2022-04-11 06:29:00 main:581] : INFO : Epoch 1678 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 3436.68 ms [2022-04-11 06:29:04 main:581] : INFO : Epoch 1679 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3278.06 ms [2022-04-11 06:29:06 main:581] : INFO : Epoch 1680 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2934.9 ms [2022-04-11 06:29:10 main:581] : INFO : Epoch 1681 | loss: 0.0312506 | val_loss: 0.0312535 | Time: 3309.37 ms [2022-04-11 06:29:13 main:581] : INFO : Epoch 1682 | loss: 0.0312518 | val_loss: 0.0312505 | Time: 3387.87 ms [2022-04-11 06:29:17 main:581] : INFO : Epoch 1683 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 3373.9 ms [2022-04-11 06:29:20 main:581] : INFO : Epoch 1684 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 3386.73 ms [2022-04-11 06:29:23 main:581] : INFO : Epoch 1685 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 3541.18 ms [2022-04-11 06:29:27 main:581] : INFO : Epoch 1686 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 3282.49 ms [2022-04-11 06:29:30 main:581] : INFO : Epoch 1687 | loss: 0.031251 | val_loss: 0.0312512 | Time: 3224.64 ms [2022-04-11 06:29:33 main:581] : INFO : Epoch 1688 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3189.54 ms [2022-04-11 06:29:36 main:581] : INFO : Epoch 1689 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3270.16 ms [2022-04-11 06:29:40 main:581] : INFO : Epoch 1690 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3194.04 ms [2022-04-11 06:29:42 main:581] : INFO : Epoch 1691 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2750.56 ms [2022-04-11 06:29:45 main:581] : INFO : Epoch 1692 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 2645.47 ms [2022-04-11 06:29:48 main:581] : INFO : Epoch 1693 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 3048.66 ms [2022-04-11 06:29:51 main:581] : INFO : Epoch 1694 | loss: 0.0312503 | val_loss: 0.03125 | Time: 3346.42 ms [2022-04-11 06:29:55 main:581] : INFO : Epoch 1695 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 3371.92 ms [2022-04-11 06:29:58 main:581] : INFO : Epoch 1696 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 3209.91 ms [2022-04-11 06:30:01 main:581] : INFO : Epoch 1697 | loss: 0.0312508 | val_loss: 0.031251 | Time: 3197.63 ms [2022-04-11 06:30:05 main:581] : INFO : Epoch 1698 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 3317.55 ms [2022-04-11 06:30:08 main:581] : INFO : Epoch 1699 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3486.81 ms [2022-04-11 06:30:11 main:581] : INFO : Epoch 1700 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 3352.86 ms [2022-04-11 06:30:14 main:581] : INFO : Epoch 1701 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 3145.39 ms [2022-04-11 06:30:18 main:581] : INFO : Epoch 1702 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 3314.09 ms [2022-04-11 06:30:21 main:581] : INFO : Epoch 1703 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 3196.14 ms [2022-04-11 06:30:24 main:581] : INFO : Epoch 1704 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3406.24 ms [2022-04-11 06:30:28 main:581] : INFO : Epoch 1705 | loss: 0.0312504 | val_loss: 0.0312522 | Time: 3222.67 ms [2022-04-11 06:30:31 main:581] : INFO : Epoch 1706 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3143.37 ms [2022-04-11 06:30:34 main:581] : INFO : Epoch 1707 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3487.2 ms [2022-04-11 06:30:38 main:581] : INFO : Epoch 1708 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 3622.45 ms [2022-04-11 06:30:41 main:581] : INFO : Epoch 1709 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 3346.91 ms [2022-04-11 06:30:44 main:581] : INFO : Epoch 1710 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3208.98 ms [2022-04-11 06:30:48 main:581] : INFO : Epoch 1711 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 3495.45 ms [2022-04-11 06:30:52 main:581] : INFO : Epoch 1712 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 3573.59 ms [2022-04-11 06:30:55 main:581] : INFO : Epoch 1713 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3341.18 ms [2022-04-11 06:30:58 main:581] : INFO : Epoch 1714 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3556.61 ms [2022-04-11 06:31:02 main:581] : INFO : Epoch 1715 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3345.55 ms [2022-04-11 06:31:05 main:581] : INFO : Epoch 1716 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3262.5 ms [2022-04-11 06:31:09 main:581] : INFO : Epoch 1717 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3504.61 ms [2022-04-11 06:31:12 main:581] : INFO : Epoch 1718 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3163.73 ms [2022-04-11 06:31:15 main:581] : INFO : Epoch 1719 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3252.7 ms [2022-04-11 06:31:18 main:581] : INFO : Epoch 1720 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3296.92 ms [2022-04-11 06:31:22 main:581] : INFO : Epoch 1721 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 3336.03 ms [2022-04-11 06:31:25 main:581] : INFO : Epoch 1722 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 3413.23 ms [2022-04-11 06:31:28 main:581] : INFO : Epoch 1723 | loss: 0.031251 | val_loss: 0.0312507 | Time: 3302.97 ms [2022-04-11 06:31:31 main:581] : INFO : Epoch 1724 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 3123.97 ms [2022-04-11 06:31:35 main:581] : INFO : Epoch 1725 | loss: 0.031251 | val_loss: 0.031251 | Time: 3146.79 ms [2022-04-11 06:31:38 main:581] : INFO : Epoch 1726 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 3335.73 ms [2022-04-11 06:31:41 main:581] : INFO : Epoch 1727 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3282.46 ms [2022-04-11 06:31:44 main:581] : INFO : Epoch 1728 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 3222.39 ms [2022-04-11 06:31:48 main:581] : INFO : Epoch 1729 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3425.75 ms [2022-04-11 06:31:51 main:581] : INFO : Epoch 1730 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3396.72 ms [2022-04-11 06:31:55 main:581] : INFO : Epoch 1731 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 3455.83 ms [2022-04-11 06:31:58 main:581] : INFO : Epoch 1732 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 3422.06 ms [2022-04-11 06:32:01 main:581] : INFO : Epoch 1733 | loss: 0.0312507 | val_loss: 0.0312529 | Time: 3248.13 ms [2022-04-11 06:32:04 main:581] : INFO : Epoch 1734 | loss: 0.0312512 | val_loss: 0.0312504 | Time: 3077.08 ms [2022-04-11 06:32:08 main:581] : INFO : Epoch 1735 | loss: 0.031251 | val_loss: 0.0312503 | Time: 3328.98 ms [2022-04-11 06:32:11 main:581] : INFO : Epoch 1736 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2841.63 ms [2022-04-11 06:32:14 main:581] : INFO : Epoch 1737 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 3049.97 ms [2022-04-11 06:32:17 main:581] : INFO : Epoch 1738 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 3242.96 ms [2022-04-11 06:32:20 main:581] : INFO : Epoch 1739 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 3214.38 ms [2022-04-11 06:32:23 main:581] : INFO : Epoch 1740 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3015.51 ms [2022-04-11 06:32:26 main:581] : INFO : Epoch 1741 | loss: 0.0312505 | val_loss: 0.0312513 | Time: 3128.15 ms [2022-04-11 06:32:30 main:581] : INFO : Epoch 1742 | loss: 0.0312508 | val_loss: 0.031252 | Time: 3241.4 ms [2022-04-11 06:32:33 main:581] : INFO : Epoch 1743 | loss: 0.0312513 | val_loss: 0.0312506 | Time: 3092.82 ms [2022-04-11 06:32:36 main:581] : INFO : Epoch 1744 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3007.47 ms [2022-04-11 06:32:39 main:581] : INFO : Epoch 1745 | loss: 0.0312512 | val_loss: 0.0312508 | Time: 3347.31 ms [2022-04-11 06:32:42 main:581] : INFO : Epoch 1746 | loss: 0.0312503 | val_loss: 0.0312511 | Time: 3236.24 ms [2022-04-11 06:32:46 main:581] : INFO : Epoch 1747 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3401.06 ms [2022-04-11 06:32:49 main:581] : INFO : Epoch 1748 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 3115.33 ms [2022-04-11 06:32:52 main:581] : INFO : Epoch 1749 | loss: 0.031251 | val_loss: 0.0312509 | Time: 3341.23 ms [2022-04-11 06:32:55 main:581] : INFO : Epoch 1750 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3278.31 ms [2022-04-11 06:32:59 main:581] : INFO : Epoch 1751 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3436.18 ms [2022-04-11 06:33:02 main:581] : INFO : Epoch 1752 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 3445.96 ms [2022-04-11 06:33:06 main:581] : INFO : Epoch 1753 | loss: 0.031251 | val_loss: 0.0312504 | Time: 3333.56 ms [2022-04-11 06:33:09 main:581] : INFO : Epoch 1754 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 3259.24 ms [2022-04-11 06:33:12 main:581] : INFO : Epoch 1755 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2770.31 ms [2022-04-11 06:33:15 main:581] : INFO : Epoch 1756 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 3356.69 ms [2022-04-11 06:33:18 main:581] : INFO : Epoch 1757 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 3518.48 ms [2022-04-11 06:33:22 main:581] : INFO : Epoch 1758 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 3183.67 ms [2022-04-11 06:33:25 main:581] : INFO : Epoch 1759 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 3166.81 ms [2022-04-11 06:33:28 main:581] : INFO : Epoch 1760 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2970.72 ms [2022-04-11 06:33:31 main:581] : INFO : Epoch 1761 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2913.13 ms [2022-04-11 06:33:34 main:581] : INFO : Epoch 1762 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3090.99 ms [2022-04-11 06:33:37 main:581] : INFO : Epoch 1763 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2989.96 ms [2022-04-11 06:33:40 main:581] : INFO : Epoch 1764 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3155.86 ms [2022-04-11 06:33:43 main:581] : INFO : Epoch 1765 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2896.85 ms [2022-04-11 06:33:46 main:581] : INFO : Epoch 1766 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 3385.78 ms [2022-04-11 06:33:49 main:581] : INFO : Epoch 1767 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2512.04 ms [2022-04-11 06:33:51 main:581] : INFO : Epoch 1768 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2360.29 ms [2022-04-11 06:33:54 main:581] : INFO : Epoch 1769 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 3102.35 ms [2022-04-11 06:33:57 main:581] : INFO : Epoch 1770 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 3273.5 ms [2022-04-11 06:34:01 main:581] : INFO : Epoch 1771 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 3482.21 ms [2022-04-11 06:34:04 main:581] : INFO : Epoch 1772 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 3223.37 ms [2022-04-11 06:34:07 main:581] : INFO : Epoch 1773 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 3181.51 ms [2022-04-11 06:34:10 main:581] : INFO : Epoch 1774 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2922.13 ms [2022-04-11 06:34:13 main:581] : INFO : Epoch 1775 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2733.09 ms [2022-04-11 06:34:15 main:581] : INFO : Epoch 1776 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2493.05 ms [2022-04-11 06:34:18 main:581] : INFO : Epoch 1777 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2904.95 ms [2022-04-11 06:34:21 main:581] : INFO : Epoch 1778 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3097.57 ms [2022-04-11 06:34:25 main:581] : INFO : Epoch 1779 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3091.82 ms [2022-04-11 06:34:28 main:581] : INFO : Epoch 1780 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2974.96 ms [2022-04-11 06:34:31 main:581] : INFO : Epoch 1781 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3014.61 ms [2022-04-11 06:34:33 main:581] : INFO : Epoch 1782 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2889.56 ms [2022-04-11 06:34:37 main:581] : INFO : Epoch 1783 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 3171.76 ms [2022-04-11 06:34:40 main:581] : INFO : Epoch 1784 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2961.73 ms [2022-04-11 06:34:42 main:581] : INFO : Epoch 1785 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2851.74 ms [2022-04-11 06:34:45 main:581] : INFO : Epoch 1786 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2773.33 ms [2022-04-11 06:34:48 main:581] : INFO : Epoch 1787 | loss: 0.031251 | val_loss: 0.0312564 | Time: 2884.21 ms [2022-04-11 06:34:51 main:581] : INFO : Epoch 1788 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 2939.72 ms [2022-04-11 06:34:54 main:581] : INFO : Epoch 1789 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2966.11 ms [2022-04-11 06:34:57 main:581] : INFO : Epoch 1790 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 2965.58 ms [2022-04-11 06:35:00 main:581] : INFO : Epoch 1791 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2960.22 ms [2022-04-11 06:35:03 main:581] : INFO : Epoch 1792 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2978.05 ms [2022-04-11 06:35:06 main:581] : INFO : Epoch 1793 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2973.79 ms [2022-04-11 06:35:09 main:581] : INFO : Epoch 1794 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2978.87 ms [2022-04-11 06:35:12 main:581] : INFO : Epoch 1795 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3045.01 ms [2022-04-11 06:35:15 main:581] : INFO : Epoch 1796 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 2716.16 ms [2022-04-11 06:35:18 main:581] : INFO : Epoch 1797 | loss: 0.0312508 | val_loss: 0.0312534 | Time: 3173.55 ms [2022-04-11 06:35:21 main:581] : INFO : Epoch 1798 | loss: 0.0312507 | val_loss: 0.0312506 | Time: 2863.6 ms [2022-04-11 06:35:24 main:581] : INFO : Epoch 1799 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 2971.37 ms [2022-04-11 06:35:27 main:581] : INFO : Epoch 1800 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3010.74 ms [2022-04-11 06:35:30 main:581] : INFO : Epoch 1801 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2928.83 ms [2022-04-11 06:35:32 main:581] : INFO : Epoch 1802 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2619.98 ms [2022-04-11 06:35:35 main:581] : INFO : Epoch 1803 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2533.85 ms [2022-04-11 06:35:37 main:581] : INFO : Epoch 1804 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2660.69 ms [2022-04-11 06:35:40 main:581] : INFO : Epoch 1805 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3024.94 ms [2022-04-11 06:35:43 main:581] : INFO : Epoch 1806 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2798.84 ms [2022-04-11 06:35:46 main:581] : INFO : Epoch 1807 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2759.38 ms [2022-04-11 06:35:49 main:581] : INFO : Epoch 1808 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2952.47 ms [2022-04-11 06:35:52 main:581] : INFO : Epoch 1809 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2917.5 ms [2022-04-11 06:35:55 main:581] : INFO : Epoch 1810 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2867.17 ms [2022-04-11 06:35:58 main:581] : INFO : Epoch 1811 | loss: 0.0312514 | val_loss: 0.0312505 | Time: 2846.94 ms [2022-04-11 06:36:01 main:581] : INFO : Epoch 1812 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3323.68 ms [2022-04-11 06:36:04 main:581] : INFO : Epoch 1813 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2727.75 ms [2022-04-11 06:36:06 main:581] : INFO : Epoch 1814 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2707.1 ms [2022-04-11 06:36:09 main:581] : INFO : Epoch 1815 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2567.24 ms [2022-04-11 06:36:12 main:581] : INFO : Epoch 1816 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2683.44 ms [2022-04-11 06:36:15 main:581] : INFO : Epoch 1817 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2956.93 ms [2022-04-11 06:36:18 main:581] : INFO : Epoch 1818 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3152.04 ms [2022-04-11 06:36:21 main:581] : INFO : Epoch 1819 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 3014.73 ms [2022-04-11 06:36:24 main:581] : INFO : Epoch 1820 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 3119.84 ms [2022-04-11 06:36:27 main:581] : INFO : Epoch 1821 | loss: 0.0312516 | val_loss: 0.0312537 | Time: 3142.9 ms [2022-04-11 06:36:30 main:581] : INFO : Epoch 1822 | loss: 0.0312531 | val_loss: 0.0312502 | Time: 2718.1 ms [2022-04-11 06:36:32 main:581] : INFO : Epoch 1823 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2753.97 ms [2022-04-11 06:36:35 main:581] : INFO : Epoch 1824 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2953.24 ms [2022-04-11 06:36:39 main:581] : INFO : Epoch 1825 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3184.35 ms [2022-04-11 06:36:42 main:581] : INFO : Epoch 1826 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2903.4 ms [2022-04-11 06:36:45 main:581] : INFO : Epoch 1827 | loss: 0.03125 | val_loss: 0.0312508 | Time: 3009.37 ms [2022-04-11 06:36:48 main:581] : INFO : Epoch 1828 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2996.38 ms [2022-04-11 06:36:50 main:581] : INFO : Epoch 1829 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2926.67 ms [2022-04-11 06:36:53 main:581] : INFO : Epoch 1830 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2876.68 ms [2022-04-11 06:36:56 main:581] : INFO : Epoch 1831 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2799.91 ms [2022-04-11 06:36:59 main:581] : INFO : Epoch 1832 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 3006.45 ms [2022-04-11 06:37:02 main:581] : INFO : Epoch 1833 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2843.66 ms [2022-04-11 06:37:05 main:581] : INFO : Epoch 1834 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 3023.87 ms [2022-04-11 06:37:08 main:581] : INFO : Epoch 1835 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2978.62 ms [2022-04-11 06:37:11 main:581] : INFO : Epoch 1836 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2817.32 ms [2022-04-11 06:37:14 main:581] : INFO : Epoch 1837 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2958.37 ms [2022-04-11 06:37:17 main:581] : INFO : Epoch 1838 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2791.98 ms [2022-04-11 06:37:19 main:581] : INFO : Epoch 1839 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2937.66 ms [2022-04-11 06:37:22 main:581] : INFO : Epoch 1840 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 2819.06 ms [2022-04-11 06:37:25 main:581] : INFO : Epoch 1841 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2570.7 ms [2022-04-11 06:37:28 main:581] : INFO : Epoch 1842 | loss: 0.0312498 | val_loss: 0.0312511 | Time: 2617.51 ms [2022-04-11 06:37:30 main:581] : INFO : Epoch 1843 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 2984.63 ms [2022-04-11 06:37:33 main:581] : INFO : Epoch 1844 | loss: 0.0312507 | val_loss: 0.0312522 | Time: 2787.23 ms [2022-04-11 06:37:36 main:581] : INFO : Epoch 1845 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 3077.36 ms [2022-04-11 06:37:39 main:581] : INFO : Epoch 1846 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 2982.64 ms [2022-04-11 06:37:42 main:581] : INFO : Epoch 1847 | loss: 0.0312499 | val_loss: 0.0312519 | Time: 2937.79 ms [2022-04-11 06:37:45 main:581] : INFO : Epoch 1848 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2989.75 ms [2022-04-11 06:37:48 main:581] : INFO : Epoch 1849 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 3027.06 ms [2022-04-11 06:37:51 main:581] : INFO : Epoch 1850 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2699.64 ms [2022-04-11 06:37:54 main:581] : INFO : Epoch 1851 | loss: 0.0312509 | val_loss: 0.031251 | Time: 3036.53 ms [2022-04-11 06:37:57 main:581] : INFO : Epoch 1852 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2810.02 ms [2022-04-11 06:38:00 main:581] : INFO : Epoch 1853 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2897.04 ms [2022-04-11 06:38:03 main:581] : INFO : Epoch 1854 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2835.71 ms [2022-04-11 06:38:06 main:581] : INFO : Epoch 1855 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2941.27 ms [2022-04-11 06:38:08 main:581] : INFO : Epoch 1856 | loss: 0.03125 | val_loss: 0.0312513 | Time: 2793.04 ms [2022-04-11 06:38:11 main:581] : INFO : Epoch 1857 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 2888.54 ms [2022-04-11 06:38:14 main:581] : INFO : Epoch 1858 | loss: 0.0312511 | val_loss: 0.0312504 | Time: 2795.27 ms [2022-04-11 06:38:17 main:581] : INFO : Epoch 1859 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2868.39 ms [2022-04-11 06:38:20 main:581] : INFO : Epoch 1860 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3127.24 ms [2022-04-11 06:38:23 main:581] : INFO : Epoch 1861 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2921.85 ms [2022-04-11 06:38:26 main:581] : INFO : Epoch 1862 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2815.72 ms [2022-04-11 06:38:29 main:581] : INFO : Epoch 1863 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 3106.7 ms [2022-04-11 06:38:32 main:581] : INFO : Epoch 1864 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2813.75 ms [2022-04-11 06:38:35 main:581] : INFO : Epoch 1865 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 3026.36 ms [2022-04-11 06:38:38 main:581] : INFO : Epoch 1866 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2946.58 ms [2022-04-11 06:38:41 main:581] : INFO : Epoch 1867 | loss: 0.0312527 | val_loss: 0.0312549 | Time: 2967.78 ms [2022-04-11 06:38:44 main:581] : INFO : Epoch 1868 | loss: 0.0312521 | val_loss: 0.0312504 | Time: 2942.42 ms [2022-04-11 06:38:46 main:581] : INFO : Epoch 1869 | loss: 0.0312506 | val_loss: 0.031252 | Time: 2869.02 ms [2022-04-11 06:38:49 main:581] : INFO : Epoch 1870 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 2890.55 ms [2022-04-11 06:38:52 main:581] : INFO : Epoch 1871 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2898.04 ms [2022-04-11 06:38:55 main:581] : INFO : Epoch 1872 | loss: 0.0312506 | val_loss: 0.0312518 | Time: 3074.91 ms [2022-04-11 06:38:58 main:581] : INFO : Epoch 1873 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2850.06 ms [2022-04-11 06:39:01 main:581] : INFO : Epoch 1874 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2934.72 ms [2022-04-11 06:39:04 main:581] : INFO : Epoch 1875 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2871.89 ms [2022-04-11 06:39:07 main:581] : INFO : Epoch 1876 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2789.35 ms [2022-04-11 06:39:10 main:581] : INFO : Epoch 1877 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2889.51 ms [2022-04-11 06:39:13 main:581] : INFO : Epoch 1878 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 3046.66 ms [2022-04-11 06:39:16 main:581] : INFO : Epoch 1879 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2961.57 ms [2022-04-11 06:39:19 main:581] : INFO : Epoch 1880 | loss: 0.03125 | val_loss: 0.0312509 | Time: 3063.17 ms [2022-04-11 06:39:22 main:581] : INFO : Epoch 1881 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3086.64 ms [2022-04-11 06:39:25 main:581] : INFO : Epoch 1882 | loss: 0.0312505 | val_loss: 0.0312525 | Time: 2965.57 ms [2022-04-11 06:39:28 main:581] : INFO : Epoch 1883 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 2819.5 ms [2022-04-11 06:39:31 main:581] : INFO : Epoch 1884 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2961.67 ms [2022-04-11 06:39:34 main:581] : INFO : Epoch 1885 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3036.58 ms [2022-04-11 06:39:36 main:581] : INFO : Epoch 1886 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2828.84 ms [2022-04-11 06:39:39 main:581] : INFO : Epoch 1887 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2985.17 ms [2022-04-11 06:39:42 main:581] : INFO : Epoch 1888 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3004.5 ms [2022-04-11 06:39:45 main:581] : INFO : Epoch 1889 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3108.33 ms [2022-04-11 06:39:48 main:581] : INFO : Epoch 1890 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3019.86 ms [2022-04-11 06:39:52 main:581] : INFO : Epoch 1891 | loss: 0.0312507 | val_loss: 0.031251 | Time: 3117.94 ms [2022-04-11 06:39:55 main:581] : INFO : Epoch 1892 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 3126.88 ms [2022-04-11 06:39:58 main:581] : INFO : Epoch 1893 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2903.82 ms [2022-04-11 06:40:01 main:581] : INFO : Epoch 1894 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3196.49 ms [2022-04-11 06:40:04 main:581] : INFO : Epoch 1895 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3154.59 ms [2022-04-11 06:40:07 main:581] : INFO : Epoch 1896 | loss: 0.031251 | val_loss: 0.0312522 | Time: 2778.2 ms [2022-04-11 06:40:10 main:581] : INFO : Epoch 1897 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 2845.52 ms [2022-04-11 06:40:12 main:581] : INFO : Epoch 1898 | loss: 0.0312506 | val_loss: 0.031251 | Time: 2732.33 ms [2022-04-11 06:40:15 main:581] : INFO : Epoch 1899 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 2910.36 ms [2022-04-11 06:40:18 main:581] : INFO : Epoch 1900 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2898.37 ms [2022-04-11 06:40:21 main:581] : INFO : Epoch 1901 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2854.4 ms [2022-04-11 06:40:24 main:581] : INFO : Epoch 1902 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2797.18 ms [2022-04-11 06:40:26 main:581] : INFO : Epoch 1903 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2663.08 ms [2022-04-11 06:40:29 main:581] : INFO : Epoch 1904 | loss: 0.0312511 | val_loss: 0.0312516 | Time: 3006.15 ms [2022-04-11 06:40:33 main:581] : INFO : Epoch 1905 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 3069.82 ms [2022-04-11 06:40:36 main:581] : INFO : Epoch 1906 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2983.84 ms [2022-04-11 06:40:39 main:581] : INFO : Epoch 1907 | loss: 0.031252 | val_loss: 0.031252 | Time: 3183.83 ms [2022-04-11 06:40:42 main:581] : INFO : Epoch 1908 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2859.01 ms [2022-04-11 06:40:45 main:581] : INFO : Epoch 1909 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 3018.12 ms [2022-04-11 06:40:48 main:581] : INFO : Epoch 1910 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2975.14 ms [2022-04-11 06:40:51 main:581] : INFO : Epoch 1911 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2940.17 ms [2022-04-11 06:40:54 main:581] : INFO : Epoch 1912 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2993.13 ms [2022-04-11 06:40:56 main:581] : INFO : Epoch 1913 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2958.6 ms [2022-04-11 06:41:00 main:581] : INFO : Epoch 1914 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 3171.88 ms [2022-04-11 06:41:03 main:581] : INFO : Epoch 1915 | loss: 0.03125 | val_loss: 0.0312507 | Time: 3006.9 ms [2022-04-11 06:41:06 main:581] : INFO : Epoch 1916 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2987.17 ms [2022-04-11 06:41:08 main:581] : INFO : Epoch 1917 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2838.95 ms [2022-04-11 06:41:12 main:581] : INFO : Epoch 1918 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 3150.34 ms [2022-04-11 06:41:15 main:581] : INFO : Epoch 1919 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2993.97 ms [2022-04-11 06:41:18 main:581] : INFO : Epoch 1920 | loss: 0.03125 | val_loss: 0.0312503 | Time: 3025.49 ms [2022-04-11 06:41:21 main:581] : INFO : Epoch 1921 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2980 ms [2022-04-11 06:41:23 main:581] : INFO : Epoch 1922 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2855.08 ms [2022-04-11 06:41:26 main:581] : INFO : Epoch 1923 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2993.39 ms [2022-04-11 06:41:29 main:581] : INFO : Epoch 1924 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2844.31 ms [2022-04-11 06:41:32 main:581] : INFO : Epoch 1925 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 2801.58 ms [2022-04-11 06:41:36 main:581] : INFO : Epoch 1926 | loss: 0.0312507 | val_loss: 0.0312519 | Time: 3445.68 ms [2022-04-11 06:41:39 main:581] : INFO : Epoch 1927 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 3037.23 ms [2022-04-11 06:41:42 main:581] : INFO : Epoch 1928 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3001.75 ms [2022-04-11 06:41:44 main:581] : INFO : Epoch 1929 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2885.93 ms [2022-04-11 06:41:48 main:581] : INFO : Epoch 1930 | loss: 0.031251 | val_loss: 0.03125 | Time: 3026.42 ms [2022-04-11 06:41:50 main:581] : INFO : Epoch 1931 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 2813.98 ms [2022-04-11 06:41:54 main:581] : INFO : Epoch 1932 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3303.16 ms [2022-04-11 06:41:56 main:581] : INFO : Epoch 1933 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2737.24 ms [2022-04-11 06:41:59 main:581] : INFO : Epoch 1934 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2875.84 ms [2022-04-11 06:42:02 main:581] : INFO : Epoch 1935 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2844.32 ms [2022-04-11 06:42:05 main:581] : INFO : Epoch 1936 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2991.87 ms [2022-04-11 06:42:08 main:581] : INFO : Epoch 1937 | loss: 0.0312501 | val_loss: 0.031251 | Time: 3012.86 ms [2022-04-11 06:42:11 main:581] : INFO : Epoch 1938 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2947.26 ms [2022-04-11 06:42:14 main:581] : INFO : Epoch 1939 | loss: 0.0312503 | val_loss: 0.0312529 | Time: 3080.27 ms [2022-04-11 06:42:17 main:581] : INFO : Epoch 1940 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2929.88 ms [2022-04-11 06:42:20 main:581] : INFO : Epoch 1941 | loss: 0.0312506 | val_loss: 0.0312539 | Time: 3086.37 ms [2022-04-11 06:42:23 main:581] : INFO : Epoch 1942 | loss: 0.0312513 | val_loss: 0.0312519 | Time: 2835.67 ms [2022-04-11 06:42:26 main:581] : INFO : Epoch 1943 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 2911.89 ms [2022-04-11 06:42:29 main:581] : INFO : Epoch 1944 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2885.29 ms [2022-04-11 06:42:32 main:581] : INFO : Epoch 1945 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2784.6 ms [2022-04-11 06:42:35 main:581] : INFO : Epoch 1946 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 3052.34 ms [2022-04-11 06:42:37 main:581] : INFO : Epoch 1947 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2726.93 ms [2022-04-11 06:42:40 main:581] : INFO : Epoch 1948 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2953.21 ms [2022-04-11 06:42:43 main:581] : INFO : Epoch 1949 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2918.09 ms [2022-04-11 06:42:46 main:581] : INFO : Epoch 1950 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2874.47 ms [2022-04-11 06:42:49 main:581] : INFO : Epoch 1951 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2959.5 ms [2022-04-11 06:42:52 main:581] : INFO : Epoch 1952 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 3020.12 ms [2022-04-11 06:42:55 main:581] : INFO : Epoch 1953 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 3026.3 ms [2022-04-11 06:42:58 main:581] : INFO : Epoch 1954 | loss: 0.0312511 | val_loss: 0.0312539 | Time: 2933.96 ms [2022-04-11 06:43:01 main:581] : INFO : Epoch 1955 | loss: 0.0312509 | val_loss: 0.0312531 | Time: 3238.04 ms [2022-04-11 06:43:04 main:581] : INFO : Epoch 1956 | loss: 0.0312513 | val_loss: 0.0312501 | Time: 3170.42 ms [2022-04-11 06:43:08 main:581] : INFO : Epoch 1957 | loss: 0.0312515 | val_loss: 0.0312501 | Time: 3133.26 ms [2022-04-11 06:43:11 main:581] : INFO : Epoch 1958 | loss: 0.0312519 | val_loss: 0.0312516 | Time: 3283.74 ms [2022-04-11 06:43:14 main:581] : INFO : Epoch 1959 | loss: 0.0312507 | val_loss: 0.0312591 | Time: 2959.05 ms [2022-04-11 06:43:17 main:581] : INFO : Epoch 1960 | loss: 0.0312526 | val_loss: 0.0312509 | Time: 3187.68 ms [2022-04-11 06:43:20 main:581] : INFO : Epoch 1961 | loss: 0.0312503 | val_loss: 0.0312513 | Time: 3288.65 ms [2022-04-11 06:43:23 main:581] : INFO : Epoch 1962 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 3087.01 ms [2022-04-11 06:43:27 main:581] : INFO : Epoch 1963 | loss: 0.03125 | val_loss: 0.0312504 | Time: 3365.15 ms [2022-04-11 06:43:30 main:581] : INFO : Epoch 1964 | loss: 0.0312511 | val_loss: 0.03125 | Time: 3234.08 ms [2022-04-11 06:43:33 main:581] : INFO : Epoch 1965 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 3288.68 ms [2022-04-11 06:43:36 main:581] : INFO : Epoch 1966 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 3042.95 ms [2022-04-11 06:43:39 main:581] : INFO : Epoch 1967 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 3167.2 ms [2022-04-11 06:43:43 main:581] : INFO : Epoch 1968 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3040.8 ms [2022-04-11 06:43:46 main:581] : INFO : Epoch 1969 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 3141.97 ms [2022-04-11 06:43:49 main:581] : INFO : Epoch 1970 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3018.42 ms [2022-04-11 06:43:52 main:581] : INFO : Epoch 1971 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 3302.02 ms [2022-04-11 06:43:55 main:581] : INFO : Epoch 1972 | loss: 0.0312509 | val_loss: 0.03125 | Time: 3369.6 ms [2022-04-11 06:43:59 main:581] : INFO : Epoch 1973 | loss: 0.0312512 | val_loss: 0.03125 | Time: 3392.03 ms [2022-04-11 06:44:02 main:581] : INFO : Epoch 1974 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2955.35 ms [2022-04-11 06:44:05 main:581] : INFO : Epoch 1975 | loss: 0.0312505 | val_loss: 0.031252 | Time: 3084.93 ms [2022-04-11 06:44:08 main:581] : INFO : Epoch 1976 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 3323.19 ms [2022-04-11 06:44:11 main:581] : INFO : Epoch 1977 | loss: 0.0312501 | val_loss: 0.03125 | Time: 3091.71 ms [2022-04-11 06:44:14 main:581] : INFO : Epoch 1978 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 3086.98 ms [2022-04-11 06:44:18 main:581] : INFO : Epoch 1979 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 3471.13 ms [2022-04-11 06:44:21 main:581] : INFO : Epoch 1980 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 3019.4 ms [2022-04-11 06:44:24 main:581] : INFO : Epoch 1981 | loss: 0.0312502 | val_loss: 0.031253 | Time: 3178.86 ms [2022-04-11 06:44:27 main:581] : INFO : Epoch 1982 | loss: 0.031251 | val_loss: 0.0312502 | Time: 3038.17 ms [2022-04-11 06:44:30 main:581] : INFO : Epoch 1983 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3280.69 ms [2022-04-11 06:44:34 main:581] : INFO : Epoch 1984 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3323.48 ms [2022-04-11 06:44:37 main:581] : INFO : Epoch 1985 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 3256.27 ms [2022-04-11 06:44:40 main:581] : INFO : Epoch 1986 | loss: 0.03125 | val_loss: 0.0312502 | Time: 3187.81 ms [2022-04-11 06:44:43 main:581] : INFO : Epoch 1987 | loss: 0.03125 | val_loss: 0.03125 | Time: 2896.63 ms [2022-04-11 06:44:46 main:581] : INFO : Epoch 1988 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 3080.84 ms [2022-04-11 06:44:49 main:581] : INFO : Epoch 1989 | loss: 0.0312509 | val_loss: 0.03125 | Time: 3163.7 ms [2022-04-11 06:44:52 main:581] : INFO : Epoch 1990 | loss: 0.0312513 | val_loss: 0.03125 | Time: 3188.61 ms [2022-04-11 06:44:55 main:581] : INFO : Epoch 1991 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 3079.68 ms [2022-04-11 06:44:59 main:581] : INFO : Epoch 1992 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 3475.44 ms [2022-04-11 06:45:02 main:581] : INFO : Epoch 1993 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 3138.79 ms [2022-04-11 06:45:06 main:581] : INFO : Epoch 1994 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 3666.55 ms [2022-04-11 06:45:09 main:581] : INFO : Epoch 1995 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 3313.23 ms [2022-04-11 06:45:12 main:581] : INFO : Epoch 1996 | loss: 0.031251 | val_loss: 0.0312499 | Time: 3274.74 ms [2022-04-11 06:45:16 main:581] : INFO : Epoch 1997 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3265.12 ms [2022-04-11 06:45:19 main:581] : INFO : Epoch 1998 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 3116.54 ms [2022-04-11 06:45:22 main:581] : INFO : Epoch 1999 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 3657.59 ms [2022-04-11 06:45:26 main:581] : INFO : Epoch 2000 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 3615.02 ms [2022-04-11 06:45:29 main:581] : INFO : Epoch 2001 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3252.06 ms [2022-04-11 06:45:33 main:581] : INFO : Epoch 2002 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 3460.78 ms [2022-04-11 06:45:36 main:581] : INFO : Epoch 2003 | loss: 0.0312504 | val_loss: 0.03125 | Time: 3274.89 ms [2022-04-11 06:45:39 main:581] : INFO : Epoch 2004 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 3114.72 ms [2022-04-11 06:45:43 main:581] : INFO : Epoch 2005 | loss: 0.0312509 | val_loss: 0.031252 | Time: 3572.74 ms [2022-04-11 06:45:46 main:581] : INFO : Epoch 2006 | loss: 0.0312505 | val_loss: 0.031251 | Time: 3516.3 ms [2022-04-11 06:45:49 main:581] : INFO : Epoch 2007 | loss: 0.0312517 | val_loss: 0.0312499 | Time: 3227.32 ms [2022-04-11 06:45:52 main:581] : INFO : Epoch 2008 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 3037.09 ms [2022-04-11 06:45:56 main:581] : INFO : Epoch 2009 | loss: 0.0312504 | val_loss: 0.03125 | Time: 3170.34 ms [2022-04-11 06:45:59 main:581] : INFO : Epoch 2010 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3624.82 ms [2022-04-11 06:46:03 main:581] : INFO : Epoch 2011 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 3357.35 ms [2022-04-11 06:46:06 main:581] : INFO : Epoch 2012 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2980.16 ms [2022-04-11 06:46:09 main:581] : INFO : Epoch 2013 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 3024.52 ms [2022-04-11 06:46:12 main:581] : INFO : Epoch 2014 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3357.3 ms [2022-04-11 06:46:15 main:581] : INFO : Epoch 2015 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 3219.09 ms [2022-04-11 06:46:18 main:581] : INFO : Epoch 2016 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3027.12 ms [2022-04-11 06:46:22 main:581] : INFO : Epoch 2017 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 3345.86 ms [2022-04-11 06:46:25 main:581] : INFO : Epoch 2018 | loss: 0.03125 | val_loss: 0.0312507 | Time: 3347.93 ms [2022-04-11 06:46:28 main:581] : INFO : Epoch 2019 | loss: 0.0312502 | val_loss: 0.03125 | Time: 3204.73 ms [2022-04-11 06:46:32 main:581] : INFO : Epoch 2020 | loss: 0.0312508 | val_loss: 0.0312513 | Time: 3401.3 ms [2022-04-11 06:46:35 main:581] : INFO : Epoch 2021 | loss: 0.03125 | val_loss: 0.0312501 | Time: 3045.29 ms [2022-04-11 06:46:38 main:581] : INFO : Epoch 2022 | loss: 0.03125 | val_loss: 0.0312521 | Time: 3221.85 ms [2022-04-11 06:46:41 main:581] : INFO : Epoch 2023 | loss: 0.0312514 | val_loss: 0.0312503 | Time: 3152.19 ms [2022-04-11 06:46:44 main:581] : INFO : Epoch 2024 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 3179.82 ms [2022-04-11 06:46:47 main:581] : INFO : Epoch 2025 | loss: 0.03125 | val_loss: 0.03125 | Time: 3260.3 ms [2022-04-11 06:46:51 main:581] : INFO : Epoch 2026 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 3219.95 ms [2022-04-11 06:46:54 main:581] : INFO : Epoch 2027 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 3068.89 ms [2022-04-11 06:46:57 main:581] : INFO : Epoch 2028 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2945.03 ms [2022-04-11 06:47:00 main:581] : INFO : Epoch 2029 | loss: 0.031251 | val_loss: 0.0312504 | Time: 3009.47 ms [2022-04-11 06:47:03 main:581] : INFO : Epoch 2030 | loss: 0.03125 | val_loss: 0.0312499 | Time: 3057.1 ms [2022-04-11 06:47:06 main:581] : INFO : Epoch 2031 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3042.63 ms [2022-04-11 06:47:09 main:581] : INFO : Epoch 2032 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 3135.54 ms [2022-04-11 06:47:12 main:581] : INFO : Epoch 2033 | loss: 0.03125 | val_loss: 0.0312505 | Time: 3291.93 ms [2022-04-11 06:47:15 main:581] : INFO : Epoch 2034 | loss: 0.0312505 | val_loss: 0.031251 | Time: 3213.71 ms [2022-04-11 06:47:18 main:581] : INFO : Epoch 2035 | loss: 0.0312515 | val_loss: 0.0312503 | Time: 3051.66 ms [2022-04-11 06:47:21 main:581] : INFO : Epoch 2036 | loss: 0.0312511 | val_loss: 0.0312526 | Time: 2977.77 ms [2022-04-11 06:47:25 main:581] : INFO : Epoch 2037 | loss: 0.0312531 | val_loss: 0.0312514 | Time: 3261.65 ms [2022-04-11 06:47:28 main:581] : INFO : Epoch 2038 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 3153.31 ms [2022-04-11 06:47:31 main:581] : INFO : Epoch 2039 | loss: 0.031251 | val_loss: 0.0312513 | Time: 3008.73 ms [2022-04-11 06:47:34 main:581] : INFO : Epoch 2040 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 3249.7 ms [2022-04-11 06:47:37 main:581] : INFO : Epoch 2041 | loss: 0.03125 | val_loss: 0.03125 | Time: 3054.48 ms [2022-04-11 06:47:40 main:581] : INFO : Epoch 2042 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 3271.16 ms [2022-04-11 06:47:44 main:581] : INFO : Epoch 2043 | loss: 0.03125 | val_loss: 0.0312497 | Time: 3166.69 ms [2022-04-11 06:47:47 main:581] : INFO : Epoch 2044 | loss: 0.03125 | val_loss: 0.0312498 | Time: 3170.92 ms [2022-04-11 06:47:50 main:581] : INFO : Epoch 2045 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2946.42 ms [2022-04-11 06:47:53 main:581] : INFO : Epoch 2046 | loss: 0.031251 | val_loss: 0.0312511 | Time: 3537.38 ms [2022-04-11 06:47:56 main:581] : INFO : Epoch 2047 | loss: 0.0312511 | val_loss: 0.0312498 | Time: 3097.25 ms [2022-04-11 06:48:00 main:581] : INFO : Epoch 2048 | loss: 0.03125 | val_loss: 0.0312502 | Time: 3234.69 ms [2022-04-11 06:48:00 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312502 [2022-04-11 06:48:00 main:610] : INFO : Saving end state to config to file [2022-04-11 06:48:00 main:615] : INFO : Success, exiting.. 06:48:00 (1076): 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)