Task 7750517
| Name | ParityModified-1631726221-14765-2_3 |
| Workunit | 5135666 |
| Created | 1 Oct 2021, 22:52:37 UTC |
| Sent | 1 Oct 2021, 22:54:06 UTC |
| Report deadline | 8 Oct 2021, 22:54:06 UTC |
| Received | 2 Oct 2021, 17:30:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2004 |
| Run time | 1 hours 47 min 10 sec |
| CPU time | 1 hours 46 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,459.20 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 24.66 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> 21-10-02 18:19:38 main:581] : INFO : Epoch 1538 | loss: 0.031153 | val_loss: 0.0311744 | Time: 2957.54 ms [2021-10-02 18:19:41 main:581] : INFO : Epoch 1539 | loss: 0.03115 | val_loss: 0.0311715 | Time: 2954.73 ms [2021-10-02 18:19:44 main:581] : INFO : Epoch 1540 | loss: 0.0311498 | val_loss: 0.0311713 | Time: 2973.01 ms [2021-10-02 18:19:47 main:581] : INFO : Epoch 1541 | loss: 0.0311506 | val_loss: 0.0311701 | Time: 2952.44 ms [2021-10-02 18:19:50 main:581] : INFO : Epoch 1542 | loss: 0.03115 | val_loss: 0.0311681 | Time: 3036.96 ms [2021-10-02 18:19:54 main:581] : INFO : Epoch 1543 | loss: 0.0311495 | val_loss: 0.0311693 | Time: 3454.8 ms [2021-10-02 18:19:57 main:581] : INFO : Epoch 1544 | loss: 0.03115 | val_loss: 0.0311693 | Time: 3593.47 ms [2021-10-02 18:20:01 main:581] : INFO : Epoch 1545 | loss: 0.031147 | val_loss: 0.0311694 | Time: 3670.3 ms [2021-10-02 18:20:04 main:581] : INFO : Epoch 1546 | loss: 0.0311451 | val_loss: 0.0311703 | Time: 3293.38 ms [2021-10-02 18:20:08 main:581] : INFO : Epoch 1547 | loss: 0.0311476 | val_loss: 0.0311693 | Time: 3313.56 ms [2021-10-02 18:20:11 main:581] : INFO : Epoch 1548 | loss: 0.031149 | val_loss: 0.0311706 | Time: 3512.04 ms [2021-10-02 18:20:14 main:581] : INFO : Epoch 1549 | loss: 0.0311465 | val_loss: 0.031172 | Time: 3078.29 ms [2021-10-02 18:20:17 main:581] : INFO : Epoch 1550 | loss: 0.0311464 | val_loss: 0.031167 | Time: 3088.09 ms [2021-10-02 18:20:20 main:581] : INFO : Epoch 1551 | loss: 0.0311485 | val_loss: 0.0311685 | Time: 2931.19 ms [2021-10-02 18:20:23 main:581] : INFO : Epoch 1552 | loss: 0.0311486 | val_loss: 0.0311699 | Time: 2936.46 ms [2021-10-02 18:20:26 main:581] : INFO : Epoch 1553 | loss: 0.0311476 | val_loss: 0.0311672 | Time: 2967.8 ms [2021-10-02 18:20:29 main:581] : INFO : Epoch 1554 | loss: 0.0311478 | val_loss: 0.0311737 | Time: 2955.89 ms [2021-10-02 18:20:32 main:581] : INFO : Epoch 1555 | loss: 0.0311501 | val_loss: 0.0311709 | Time: 2950.15 ms [2021-10-02 18:20:35 main:581] : INFO : Epoch 1556 | loss: 0.0311461 | val_loss: 0.0311712 | Time: 2929.8 ms [2021-10-02 18:20:38 main:581] : INFO : Epoch 1557 | loss: 0.0311461 | val_loss: 0.0311705 | Time: 2970.61 ms [2021-10-02 18:20:41 main:581] : INFO : Epoch 1558 | loss: 0.0311473 | val_loss: 0.0311759 | Time: 2966.42 ms [2021-10-02 18:20:44 main:581] : INFO : Epoch 1559 | loss: 0.0311471 | val_loss: 0.031171 | Time: 2985.5 ms [2021-10-02 18:20:47 main:581] : INFO : Epoch 1560 | loss: 0.0311436 | val_loss: 0.0311702 | Time: 3011.46 ms [2021-10-02 18:20:50 main:581] : INFO : Epoch 1561 | loss: 0.031144 | val_loss: 0.0311748 | Time: 2968.76 ms [2021-10-02 18:20:53 main:581] : INFO : Epoch 1562 | loss: 0.0311446 | val_loss: 0.0311699 | Time: 2973.54 ms [2021-10-02 18:20:56 main:581] : INFO : Epoch 1563 | loss: 0.0311427 | val_loss: 0.0311769 | Time: 2936.15 ms [2021-10-02 18:20:59 main:581] : INFO : Epoch 1564 | loss: 0.0311417 | val_loss: 0.0311714 | Time: 2946.61 ms [2021-10-02 18:21:02 main:581] : INFO : Epoch 1565 | loss: 0.0311428 | val_loss: 0.031176 | Time: 2956.92 ms [2021-10-02 18:21:05 main:581] : INFO : Epoch 1566 | loss: 0.0311443 | val_loss: 0.0311713 | Time: 2946.91 ms [2021-10-02 18:21:08 main:581] : INFO : Epoch 1567 | loss: 0.0311494 | val_loss: 0.0311697 | Time: 2961.87 ms [2021-10-02 18:21:11 main:581] : INFO : Epoch 1568 | loss: 0.031151 | val_loss: 0.0311727 | Time: 3005.38 ms [2021-10-02 18:21:14 main:581] : INFO : Epoch 1569 | loss: 0.031148 | val_loss: 0.0311707 | Time: 3003.26 ms [2021-10-02 18:21:17 main:581] : INFO : Epoch 1570 | loss: 0.0311468 | val_loss: 0.0311707 | Time: 3120.35 ms [2021-10-02 18:21:20 main:581] : INFO : Epoch 1571 | loss: 0.0311485 | val_loss: 0.0311733 | Time: 3034.91 ms [2021-10-02 18:21:23 main:581] : INFO : Epoch 1572 | loss: 0.0311457 | val_loss: 0.0311699 | Time: 3259.85 ms [2021-10-02 18:21:26 main:581] : INFO : Epoch 1573 | loss: 0.0311444 | val_loss: 0.0311719 | Time: 3341.5 ms [2021-10-02 18:21:29 main:581] : INFO : Epoch 1574 | loss: 0.0311453 | val_loss: 0.0311708 | Time: 3013.01 ms [2021-10-02 18:21:32 main:581] : INFO : Epoch 1575 | loss: 0.0311442 | val_loss: 0.0311703 | Time: 2982.16 ms [2021-10-02 18:21:36 main:581] : INFO : Epoch 1576 | loss: 0.0311431 | val_loss: 0.0311723 | Time: 3225.97 ms [2021-10-02 18:21:39 main:581] : INFO : Epoch 1577 | loss: 0.0311431 | val_loss: 0.0311714 | Time: 3618.58 ms [2021-10-02 18:21:43 main:581] : INFO : Epoch 1578 | loss: 0.031142 | val_loss: 0.0311764 | Time: 3600.68 ms [2021-10-02 18:21:46 main:581] : INFO : Epoch 1579 | loss: 0.031143 | val_loss: 0.0311755 | Time: 3526.84 ms [2021-10-02 18:21:50 main:581] : INFO : Epoch 1580 | loss: 0.031143 | val_loss: 0.0311765 | Time: 3586.16 ms [2021-10-02 18:21:53 main:581] : INFO : Epoch 1581 | loss: 0.031146 | val_loss: 0.0311704 | Time: 3541.37 ms [2021-10-02 18:21:57 main:581] : INFO : Epoch 1582 | loss: 0.0311455 | val_loss: 0.031173 | Time: 3324.19 ms [2021-10-02 18:22:00 main:581] : INFO : Epoch 1583 | loss: 0.0311457 | val_loss: 0.0311705 | Time: 2946.46 ms [2021-10-02 18:22:03 main:581] : INFO : Epoch 1584 | loss: 0.0311458 | val_loss: 0.0311743 | Time: 2960.89 ms [2021-10-02 18:22:06 main:581] : INFO : Epoch 1585 | loss: 0.0311441 | val_loss: 0.0311751 | Time: 3063.21 ms [2021-10-02 18:22:09 main:581] : INFO : Epoch 1586 | loss: 0.0311438 | val_loss: 0.0311772 | Time: 3383.52 ms [2021-10-02 18:22:13 main:581] : INFO : Epoch 1587 | loss: 0.0311463 | val_loss: 0.0311724 | Time: 3584.73 ms [2021-10-02 18:22:16 main:581] : INFO : Epoch 1588 | loss: 0.0311427 | val_loss: 0.0311769 | Time: 3332.52 ms [2021-10-02 18:22:19 main:581] : INFO : Epoch 1589 | loss: 0.0311445 | val_loss: 0.0311704 | Time: 3086.63 ms [2021-10-02 18:22:22 main:581] : INFO : Epoch 1590 | loss: 0.0311427 | val_loss: 0.0311713 | Time: 3357.69 ms [2021-10-02 18:22:26 main:581] : INFO : Epoch 1591 | loss: 0.0311424 | val_loss: 0.0311712 | Time: 3218.56 ms [2021-10-02 18:22:29 main:581] : INFO : Epoch 1592 | loss: 0.0311399 | val_loss: 0.0311726 | Time: 3329.47 ms [2021-10-02 18:22:33 main:581] : INFO : Epoch 1593 | loss: 0.0311407 | val_loss: 0.031172 | Time: 3657.22 ms [2021-10-02 18:22:36 main:581] : INFO : Epoch 1594 | loss: 0.0311453 | val_loss: 0.0311692 | Time: 3462.12 ms [2021-10-02 18:22:39 main:581] : INFO : Epoch 1595 | loss: 0.0311432 | val_loss: 0.0311733 | Time: 3206.16 ms [2021-10-02 18:22:43 main:581] : INFO : Epoch 1596 | loss: 0.0311511 | val_loss: 0.0311774 | Time: 3364.33 ms [2021-10-02 18:22:46 main:581] : INFO : Epoch 1597 | loss: 0.0311493 | val_loss: 0.0311706 | Time: 3446.09 ms [2021-10-02 18:22:49 main:581] : INFO : Epoch 1598 | loss: 0.0311459 | val_loss: 0.031169 | Time: 3114.49 ms [2021-10-02 18:22:53 main:581] : INFO : Epoch 1599 | loss: 0.0311481 | val_loss: 0.0311723 | Time: 3280.45 ms [2021-10-02 18:22:56 main:581] : INFO : Epoch 1600 | loss: 0.03115 | val_loss: 0.0311696 | Time: 3253.86 ms [2021-10-02 18:22:59 main:581] : INFO : Epoch 1601 | loss: 0.0311487 | val_loss: 0.0311739 | Time: 3144.71 ms [2021-10-02 18:23:02 main:581] : INFO : Epoch 1602 | loss: 0.0311471 | val_loss: 0.0311712 | Time: 2959.21 ms [2021-10-02 18:23:05 main:581] : INFO : Epoch 1603 | loss: 0.0311492 | val_loss: 0.031175 | Time: 3083.83 ms [2021-10-02 18:23:08 main:581] : INFO : Epoch 1604 | loss: 0.0311543 | val_loss: 0.0311758 | Time: 3129.4 ms [2021-10-02 18:23:11 main:581] : INFO : Epoch 1605 | loss: 0.0311509 | val_loss: 0.0311734 | Time: 3075.94 ms [2021-10-02 18:23:14 main:581] : INFO : Epoch 1606 | loss: 0.0311461 | val_loss: 0.0311706 | Time: 3325.85 ms [2021-10-02 18:23:18 main:581] : INFO : Epoch 1607 | loss: 0.0311448 | val_loss: 0.0311669 | Time: 3552.41 ms [2021-10-02 18:23:22 main:581] : INFO : Epoch 1608 | loss: 0.031144 | val_loss: 0.031174 | Time: 3472.37 ms [2021-10-02 18:23:25 main:581] : INFO : Epoch 1609 | loss: 0.0311444 | val_loss: 0.0311748 | Time: 3547.74 ms [2021-10-02 18:23:29 main:581] : INFO : Epoch 1610 | loss: 0.0311445 | val_loss: 0.0311712 | Time: 3519.2 ms [2021-10-02 18:23:32 main:581] : INFO : Epoch 1611 | loss: 0.0311443 | val_loss: 0.0311778 | Time: 3262.9 ms [2021-10-02 18:23:35 main:581] : INFO : Epoch 1612 | loss: 0.0311465 | val_loss: 0.0311687 | Time: 3424.51 ms [2021-10-02 18:23:39 main:581] : INFO : Epoch 1613 | loss: 0.0311449 | val_loss: 0.0311765 | Time: 3446.39 ms [2021-10-02 18:23:42 main:581] : INFO : Epoch 1614 | loss: 0.031142 | val_loss: 0.0311688 | Time: 3535.33 ms [2021-10-02 18:23:46 main:581] : INFO : Epoch 1615 | loss: 0.0311423 | val_loss: 0.0311767 | Time: 3379.26 ms [2021-10-02 18:23:49 main:581] : INFO : Epoch 1616 | loss: 0.0311421 | val_loss: 0.0311737 | Time: 3088.87 ms [2021-10-02 18:23:52 main:581] : INFO : Epoch 1617 | loss: 0.0311454 | val_loss: 0.0311806 | Time: 3715.79 ms [2021-10-02 18:23:56 main:581] : INFO : Epoch 1618 | loss: 0.0311433 | val_loss: 0.0311795 | Time: 3483.3 ms [2021-10-02 18:23:59 main:581] : INFO : Epoch 1619 | loss: 0.0311419 | val_loss: 0.0311713 | Time: 3519.6 ms [2021-10-02 18:24:03 main:581] : INFO : Epoch 1620 | loss: 0.031141 | val_loss: 0.0311734 | Time: 3226.04 ms [2021-10-02 18:24:06 main:581] : INFO : Epoch 1621 | loss: 0.0311426 | val_loss: 0.0311697 | Time: 3576.74 ms [2021-10-02 18:24:10 main:581] : INFO : Epoch 1622 | loss: 0.0311413 | val_loss: 0.0311765 | Time: 3422.71 ms [2021-10-02 18:24:13 main:581] : INFO : Epoch 1623 | loss: 0.0311417 | val_loss: 0.0311753 | Time: 3310.21 ms [2021-10-02 18:24:17 main:581] : INFO : Epoch 1624 | loss: 0.031141 | val_loss: 0.0311729 | Time: 3571.15 ms [2021-10-02 18:24:20 main:581] : INFO : Epoch 1625 | loss: 0.0311434 | val_loss: 0.0311768 | Time: 3616.14 ms [2021-10-02 18:24:24 main:581] : INFO : Epoch 1626 | loss: 0.0311444 | val_loss: 0.031172 | Time: 3598.98 ms [2021-10-02 18:24:27 main:581] : INFO : Epoch 1627 | loss: 0.0311441 | val_loss: 0.0311693 | Time: 3391.22 ms [2021-10-02 18:24:31 main:581] : INFO : Epoch 1628 | loss: 0.031144 | val_loss: 0.0311727 | Time: 3465.26 ms [2021-10-02 18:24:34 main:581] : INFO : Epoch 1629 | loss: 0.0311487 | val_loss: 0.0311727 | Time: 3576.57 ms [2021-10-02 18:24:38 main:581] : INFO : Epoch 1630 | loss: 0.0311479 | val_loss: 0.0311748 | Time: 3421.5 ms [2021-10-02 18:24:41 main:581] : INFO : Epoch 1631 | loss: 0.0311457 | val_loss: 0.0311751 | Time: 3641.36 ms [2021-10-02 18:24:45 main:581] : INFO : Epoch 1632 | loss: 0.0311474 | val_loss: 0.0311787 | Time: 3612.36 ms [2021-10-02 18:24:48 main:581] : INFO : Epoch 1633 | loss: 0.0311544 | val_loss: 0.0311768 | Time: 3507.71 ms [2021-10-02 18:24:52 main:581] : INFO : Epoch 1634 | loss: 0.0311524 | val_loss: 0.03118 | Time: 3502.61 ms [2021-10-02 18:24:55 main:581] : INFO : Epoch 1635 | loss: 0.031158 | val_loss: 0.031173 | Time: 3273.09 ms [2021-10-02 18:24:59 main:581] : INFO : Epoch 1636 | loss: 0.031164 | val_loss: 0.031178 | Time: 3380.5 ms [2021-10-02 18:25:02 main:581] : INFO : Epoch 1637 | loss: 0.031168 | val_loss: 0.03117 | Time: 3522.05 ms [2021-10-02 18:25:06 main:581] : INFO : Epoch 1638 | loss: 0.0311653 | val_loss: 0.0311684 | Time: 3530.32 ms [2021-10-02 18:25:09 main:581] : INFO : Epoch 1639 | loss: 0.0311609 | val_loss: 0.0311676 | Time: 3148.78 ms [2021-10-02 18:25:12 main:581] : INFO : Epoch 1640 | loss: 0.0311616 | val_loss: 0.0311735 | Time: 3440.81 ms [2021-10-02 18:25:16 main:581] : INFO : Epoch 1641 | loss: 0.0311603 | val_loss: 0.0311712 | Time: 3603.93 ms [2021-10-02 18:25:19 main:581] : INFO : Epoch 1642 | loss: 0.031163 | val_loss: 0.0311712 | Time: 3305.84 ms [2021-10-02 18:25:23 main:581] : INFO : Epoch 1643 | loss: 0.0311626 | val_loss: 0.0311736 | Time: 3440.64 ms [2021-10-02 18:25:26 main:581] : INFO : Epoch 1644 | loss: 0.0311578 | val_loss: 0.0311698 | Time: 3674.6 ms [2021-10-02 18:25:30 main:581] : INFO : Epoch 1645 | loss: 0.0311564 | val_loss: 0.0311742 | Time: 3515.17 ms [2021-10-02 18:25:33 main:581] : INFO : Epoch 1646 | loss: 0.0311557 | val_loss: 0.031171 | Time: 2957.79 ms [2021-10-02 18:25:36 main:581] : INFO : Epoch 1647 | loss: 0.0311525 | val_loss: 0.031171 | Time: 3023.25 ms [2021-10-02 18:25:39 main:581] : INFO : Epoch 1648 | loss: 0.0311519 | val_loss: 0.0311713 | Time: 2966.31 ms [2021-10-02 18:25:42 main:581] : INFO : Epoch 1649 | loss: 0.0311511 | val_loss: 0.0311713 | Time: 2969.22 ms [2021-10-02 18:25:45 main:581] : INFO : Epoch 1650 | loss: 0.0311502 | val_loss: 0.0311734 | Time: 2948.02 ms [2021-10-02 18:25:48 main:581] : INFO : Epoch 1651 | loss: 0.0311503 | val_loss: 0.0311741 | Time: 2994.99 ms [2021-10-02 18:25:51 main:581] : INFO : Epoch 1652 | loss: 0.0311507 | val_loss: 0.0311768 | Time: 2976.47 ms [2021-10-02 18:25:54 main:581] : INFO : Epoch 1653 | loss: 0.0311497 | val_loss: 0.0311729 | Time: 2979.23 ms [2021-10-02 18:25:57 main:581] : INFO : Epoch 1654 | loss: 0.0311484 | val_loss: 0.0311732 | Time: 2964.42 ms [2021-10-02 18:26:00 main:581] : INFO : Epoch 1655 | loss: 0.0311482 | val_loss: 0.0311753 | Time: 2973.16 ms [2021-10-02 18:26:02 main:581] : INFO : Epoch 1656 | loss: 0.0311492 | val_loss: 0.0311715 | Time: 2967.31 ms [2021-10-02 18:26:05 main:581] : INFO : Epoch 1657 | loss: 0.0311519 | val_loss: 0.0311726 | Time: 2983.44 ms [2021-10-02 18:26:08 main:581] : INFO : Epoch 1658 | loss: 0.0311531 | val_loss: 0.0311682 | Time: 2921.99 ms [2021-10-02 18:26:11 main:581] : INFO : Epoch 1659 | loss: 0.0311496 | val_loss: 0.0311753 | Time: 2953.49 ms [2021-10-02 18:26:14 main:581] : INFO : Epoch 1660 | loss: 0.0311501 | val_loss: 0.0311714 | Time: 2969.17 ms [2021-10-02 18:26:17 main:581] : INFO : Epoch 1661 | loss: 0.031149 | val_loss: 0.0311721 | Time: 2936.69 ms [2021-10-02 18:26:20 main:581] : INFO : Epoch 1662 | loss: 0.0311487 | val_loss: 0.0311738 | Time: 2947.91 ms [2021-10-02 18:26:23 main:581] : INFO : Epoch 1663 | loss: 0.03115 | val_loss: 0.0311714 | Time: 2981.43 ms [2021-10-02 18:26:26 main:581] : INFO : Epoch 1664 | loss: 0.0311484 | val_loss: 0.031169 | Time: 2949.48 ms [2021-10-02 18:26:29 main:581] : INFO : Epoch 1665 | loss: 0.0311482 | val_loss: 0.0311768 | Time: 2975.31 ms [2021-10-02 18:26:32 main:581] : INFO : Epoch 1666 | loss: 0.0311513 | val_loss: 0.0311762 | Time: 2998.71 ms [2021-10-02 18:26:35 main:581] : INFO : Epoch 1667 | loss: 0.0311531 | val_loss: 0.0311722 | Time: 2979.84 ms [2021-10-02 18:26:38 main:581] : INFO : Epoch 1668 | loss: 0.0311504 | val_loss: 0.0311737 | Time: 2960.47 ms [2021-10-02 18:26:41 main:581] : INFO : Epoch 1669 | loss: 0.031149 | val_loss: 0.0311705 | Time: 2939.77 ms [2021-10-02 18:26:44 main:581] : INFO : Epoch 1670 | loss: 0.0311471 | val_loss: 0.0311749 | Time: 2938.67 ms [2021-10-02 18:26:47 main:581] : INFO : Epoch 1671 | loss: 0.031149 | val_loss: 0.0311744 | Time: 2961.28 ms [2021-10-02 18:26:50 main:581] : INFO : Epoch 1672 | loss: 0.0311503 | val_loss: 0.0311698 | Time: 2963.34 ms [2021-10-02 18:26:53 main:581] : INFO : Epoch 1673 | loss: 0.0311495 | val_loss: 0.0311738 | Time: 2939.52 ms [2021-10-02 18:26:56 main:581] : INFO : Epoch 1674 | loss: 0.0311556 | val_loss: 0.0311719 | Time: 2962.33 ms [2021-10-02 18:26:59 main:581] : INFO : Epoch 1675 | loss: 0.0311552 | val_loss: 0.0311726 | Time: 3008.25 ms [2021-10-02 18:27:02 main:581] : INFO : Epoch 1676 | loss: 0.0311525 | val_loss: 0.0311744 | Time: 3304.75 ms [2021-10-02 18:27:06 main:581] : INFO : Epoch 1677 | loss: 0.0311505 | val_loss: 0.0311746 | Time: 3625.35 ms [2021-10-02 18:27:09 main:581] : INFO : Epoch 1678 | loss: 0.0311482 | val_loss: 0.0311722 | Time: 3490.97 ms [2021-10-02 18:27:13 main:581] : INFO : Epoch 1679 | loss: 0.0311493 | val_loss: 0.0311752 | Time: 3573.31 ms [2021-10-02 18:27:16 main:581] : INFO : Epoch 1680 | loss: 0.0311484 | val_loss: 0.0311737 | Time: 3218.52 ms [2021-10-02 18:27:20 main:581] : INFO : Epoch 1681 | loss: 0.0311487 | val_loss: 0.0311733 | Time: 3605.69 ms [2021-10-02 18:27:23 main:581] : INFO : Epoch 1682 | loss: 0.0311511 | val_loss: 0.0311727 | Time: 3406.61 ms [2021-10-02 18:27:26 main:581] : INFO : Epoch 1683 | loss: 0.031151 | val_loss: 0.0311728 | Time: 3171.72 ms [2021-10-02 18:27:30 main:581] : INFO : Epoch 1684 | loss: 0.031153 | val_loss: 0.0311734 | Time: 3572.12 ms [2021-10-02 18:27:33 main:581] : INFO : Epoch 1685 | loss: 0.0311496 | val_loss: 0.0311724 | Time: 3314.11 ms [2021-10-02 18:27:36 main:581] : INFO : Epoch 1686 | loss: 0.0311486 | val_loss: 0.0311718 | Time: 3221.68 ms [2021-10-02 18:27:40 main:581] : INFO : Epoch 1687 | loss: 0.0311456 | val_loss: 0.0311723 | Time: 3300.54 ms [2021-10-02 18:27:43 main:581] : INFO : Epoch 1688 | loss: 0.0311447 | val_loss: 0.0311701 | Time: 3489.48 ms [2021-10-02 18:27:46 main:581] : INFO : Epoch 1689 | loss: 0.0311447 | val_loss: 0.0311705 | Time: 3383.91 ms [2021-10-02 18:27:50 main:581] : INFO : Epoch 1690 | loss: 0.0311439 | val_loss: 0.0311737 | Time: 3305.41 ms [2021-10-02 18:27:53 main:581] : INFO : Epoch 1691 | loss: 0.0311465 | val_loss: 0.0311758 | Time: 3680.34 ms [2021-10-02 18:27:57 main:581] : INFO : Epoch 1692 | loss: 0.0311479 | val_loss: 0.0311725 | Time: 3506.87 ms [2021-10-02 18:28:00 main:581] : INFO : Epoch 1693 | loss: 0.0311486 | val_loss: 0.0311751 | Time: 3286.73 ms [2021-10-02 18:28:03 main:581] : INFO : Epoch 1694 | loss: 0.0311457 | val_loss: 0.0311758 | Time: 2994.7 ms [2021-10-02 18:28:06 main:581] : INFO : Epoch 1695 | loss: 0.0311452 | val_loss: 0.031177 | Time: 2971.19 ms [2021-10-02 18:28:09 main:581] : INFO : Epoch 1696 | loss: 0.0311447 | val_loss: 0.0311782 | Time: 3090.11 ms [2021-10-02 18:28:13 main:581] : INFO : Epoch 1697 | loss: 0.0311459 | val_loss: 0.0311732 | Time: 3643.1 ms [2021-10-02 18:28:17 main:581] : INFO : Epoch 1698 | loss: 0.0311433 | val_loss: 0.0311722 | Time: 3599.87 ms [2021-10-02 18:28:20 main:581] : INFO : Epoch 1699 | loss: 0.0311424 | val_loss: 0.0311733 | Time: 3484.82 ms [2021-10-02 18:28:23 main:581] : INFO : Epoch 1700 | loss: 0.0311418 | val_loss: 0.0311758 | Time: 3317.44 ms [2021-10-02 18:28:27 main:581] : INFO : Epoch 1701 | loss: 0.0311436 | val_loss: 0.0311767 | Time: 3637.64 ms [2021-10-02 18:28:30 main:581] : INFO : Epoch 1702 | loss: 0.0311424 | val_loss: 0.0311755 | Time: 3430.52 ms [2021-10-02 18:28:34 main:581] : INFO : Epoch 1703 | loss: 0.0311424 | val_loss: 0.0311772 | Time: 3549.02 ms [2021-10-02 18:28:38 main:581] : INFO : Epoch 1704 | loss: 0.031142 | val_loss: 0.0311754 | Time: 3602.44 ms [2021-10-02 18:28:41 main:581] : INFO : Epoch 1705 | loss: 0.0311422 | val_loss: 0.0311778 | Time: 3565.89 ms [2021-10-02 18:28:44 main:581] : INFO : Epoch 1706 | loss: 0.0311415 | val_loss: 0.0311773 | Time: 3148.28 ms [2021-10-02 18:28:48 main:581] : INFO : Epoch 1707 | loss: 0.0311467 | val_loss: 0.0311764 | Time: 3505.24 ms [2021-10-02 18:28:51 main:581] : INFO : Epoch 1708 | loss: 0.0311494 | val_loss: 0.0311812 | Time: 3535.48 ms [2021-10-02 18:28:55 main:581] : INFO : Epoch 1709 | loss: 0.0311469 | val_loss: 0.0311787 | Time: 3629.93 ms [2021-10-02 18:28:58 main:581] : INFO : Epoch 1710 | loss: 0.0311441 | val_loss: 0.0311774 | Time: 3515.35 ms [2021-10-02 18:29:02 main:581] : INFO : Epoch 1711 | loss: 0.0311427 | val_loss: 0.0311827 | Time: 3306.39 ms [2021-10-02 18:29:05 main:581] : INFO : Epoch 1712 | loss: 0.0311419 | val_loss: 0.0311781 | Time: 3001.43 ms [2021-10-02 18:29:08 main:581] : INFO : Epoch 1713 | loss: 0.0311447 | val_loss: 0.0311865 | Time: 2953.22 ms [2021-10-02 18:29:11 main:581] : INFO : Epoch 1714 | loss: 0.0311462 | val_loss: 0.0311772 | Time: 2988.27 ms [2021-10-02 18:29:14 main:581] : INFO : Epoch 1715 | loss: 0.031144 | val_loss: 0.0311807 | Time: 2952.41 ms [2021-10-02 18:29:17 main:581] : INFO : Epoch 1716 | loss: 0.0311419 | val_loss: 0.0311802 | Time: 2939.14 ms [2021-10-02 18:29:20 main:581] : INFO : Epoch 1717 | loss: 0.031139 | val_loss: 0.0311809 | Time: 2961.41 ms [2021-10-02 18:29:23 main:581] : INFO : Epoch 1718 | loss: 0.0311389 | val_loss: 0.0311813 | Time: 2951.67 ms [2021-10-02 18:29:25 main:581] : INFO : Epoch 1719 | loss: 0.0311398 | val_loss: 0.0311822 | Time: 2952.39 ms [2021-10-02 18:29:28 main:581] : INFO : Epoch 1720 | loss: 0.0311387 | val_loss: 0.031178 | Time: 2943.09 ms [2021-10-02 18:29:31 main:581] : INFO : Epoch 1721 | loss: 0.0311416 | val_loss: 0.0311786 | Time: 2935.84 ms [2021-10-02 18:29:34 main:581] : INFO : Epoch 1722 | loss: 0.0311482 | val_loss: 0.0311877 | Time: 2985.29 ms [2021-10-02 18:29:37 main:581] : INFO : Epoch 1723 | loss: 0.0311461 | val_loss: 0.0311782 | Time: 2955.33 ms [2021-10-02 18:29:40 main:581] : INFO : Epoch 1724 | loss: 0.0311428 | val_loss: 0.0311801 | Time: 3043.59 ms [2021-10-02 18:29:43 main:581] : INFO : Epoch 1725 | loss: 0.0311413 | val_loss: 0.031181 | Time: 2976.97 ms [2021-10-02 18:29:46 main:581] : INFO : Epoch 1726 | loss: 0.031141 | val_loss: 0.0311796 | Time: 2970.2 ms [2021-10-02 18:29:49 main:581] : INFO : Epoch 1727 | loss: 0.0311451 | val_loss: 0.0311821 | Time: 2930.53 ms [2021-10-02 18:29:52 main:581] : INFO : Epoch 1728 | loss: 0.0311505 | val_loss: 0.0311711 | Time: 2887.35 ms [2021-10-02 18:29:55 main:581] : INFO : Epoch 1729 | loss: 0.0311498 | val_loss: 0.0311739 | Time: 2937.52 ms [2021-10-02 18:29:58 main:581] : INFO : Epoch 1730 | loss: 0.0311504 | val_loss: 0.031175 | Time: 2954.19 ms [2021-10-02 18:30:01 main:581] : INFO : Epoch 1731 | loss: 0.0311511 | val_loss: 0.0311749 | Time: 2960.43 ms [2021-10-02 18:30:04 main:581] : INFO : Epoch 1732 | loss: 0.0311467 | val_loss: 0.0311769 | Time: 2982.61 ms [2021-10-02 18:30:07 main:581] : INFO : Epoch 1733 | loss: 0.0311457 | val_loss: 0.031176 | Time: 2942.06 ms [2021-10-02 18:30:10 main:581] : INFO : Epoch 1734 | loss: 0.0311444 | val_loss: 0.0311729 | Time: 2951.12 ms [2021-10-02 18:30:13 main:581] : INFO : Epoch 1735 | loss: 0.031142 | val_loss: 0.0311775 | Time: 2932.7 ms [2021-10-02 18:30:16 main:581] : INFO : Epoch 1736 | loss: 0.0311416 | val_loss: 0.031176 | Time: 2942.51 ms [2021-10-02 18:30:19 main:581] : INFO : Epoch 1737 | loss: 0.031141 | val_loss: 0.0311758 | Time: 2941.84 ms [2021-10-02 18:30:22 main:581] : INFO : Epoch 1738 | loss: 0.0311401 | val_loss: 0.0311778 | Time: 2940.13 ms [2021-10-02 18:30:25 main:581] : INFO : Epoch 1739 | loss: 0.0311397 | val_loss: 0.0311814 | Time: 2978.69 ms [2021-10-02 18:30:28 main:581] : INFO : Epoch 1740 | loss: 0.0311402 | val_loss: 0.0311761 | Time: 2946.99 ms [2021-10-02 18:30:31 main:581] : INFO : Epoch 1741 | loss: 0.0311407 | val_loss: 0.0311787 | Time: 2976.64 ms [2021-10-02 18:30:34 main:581] : INFO : Epoch 1742 | loss: 0.0311399 | val_loss: 0.0311751 | Time: 2998.03 ms [2021-10-02 18:30:36 main:581] : INFO : Epoch 1743 | loss: 0.0311419 | val_loss: 0.0311777 | Time: 2959.89 ms [2021-10-02 18:30:39 main:581] : INFO : Epoch 1744 | loss: 0.0311468 | val_loss: 0.0311772 | Time: 2992.52 ms [2021-10-02 18:30:42 main:581] : INFO : Epoch 1745 | loss: 0.0311446 | val_loss: 0.0311785 | Time: 2954.41 ms [2021-10-02 18:30:45 main:581] : INFO : Epoch 1746 | loss: 0.0311448 | val_loss: 0.0311826 | Time: 2957.95 ms [2021-10-02 18:30:48 main:581] : INFO : Epoch 1747 | loss: 0.0311434 | val_loss: 0.0311786 | Time: 2971.21 ms [2021-10-02 18:30:51 main:581] : INFO : Epoch 1748 | loss: 0.0311427 | val_loss: 0.0311812 | Time: 2924.57 ms [2021-10-02 18:30:54 main:581] : INFO : Epoch 1749 | loss: 0.0311406 | val_loss: 0.0311808 | Time: 2943 ms [2021-10-02 18:30:57 main:581] : INFO : Epoch 1750 | loss: 0.0311407 | val_loss: 0.0311796 | Time: 2974.2 ms [2021-10-02 18:31:00 main:581] : INFO : Epoch 1751 | loss: 0.0311439 | val_loss: 0.0311776 | Time: 2950.38 ms [2021-10-02 18:31:03 main:581] : INFO : Epoch 1752 | loss: 0.0311444 | val_loss: 0.0311792 | Time: 2934.05 ms [2021-10-02 18:31:06 main:581] : INFO : Epoch 1753 | loss: 0.0311438 | val_loss: 0.0311744 | Time: 2957.85 ms [2021-10-02 18:31:09 main:581] : INFO : Epoch 1754 | loss: 0.0311416 | val_loss: 0.0311739 | Time: 2961.62 ms [2021-10-02 18:31:12 main:581] : INFO : Epoch 1755 | loss: 0.0311437 | val_loss: 0.0311785 | Time: 2945.44 ms [2021-10-02 18:31:15 main:581] : INFO : Epoch 1756 | loss: 0.0311467 | val_loss: 0.0311779 | Time: 2964.82 ms [2021-10-02 18:31:18 main:581] : INFO : Epoch 1757 | loss: 0.0311423 | val_loss: 0.0311735 | Time: 2950.7 ms [2021-10-02 18:31:21 main:581] : INFO : Epoch 1758 | loss: 0.0311444 | val_loss: 0.0311741 | Time: 2950.51 ms [2021-10-02 18:31:24 main:581] : INFO : Epoch 1759 | loss: 0.0311529 | val_loss: 0.0311769 | Time: 2958.81 ms [2021-10-02 18:31:27 main:581] : INFO : Epoch 1760 | loss: 0.031151 | val_loss: 0.0311741 | Time: 2960.62 ms [2021-10-02 18:31:30 main:581] : INFO : Epoch 1761 | loss: 0.0311488 | val_loss: 0.0311742 | Time: 3023.64 ms [2021-10-02 18:31:33 main:581] : INFO : Epoch 1762 | loss: 0.0311455 | val_loss: 0.0311764 | Time: 2981.3 ms [2021-10-02 18:31:36 main:581] : INFO : Epoch 1763 | loss: 0.0311426 | val_loss: 0.0311757 | Time: 2927.34 ms [2021-10-02 18:31:39 main:581] : INFO : Epoch 1764 | loss: 0.031142 | val_loss: 0.0311762 | Time: 2955.37 ms [2021-10-02 18:31:42 main:581] : INFO : Epoch 1765 | loss: 0.0311421 | val_loss: 0.0311709 | Time: 2998.62 ms [2021-10-02 18:31:45 main:581] : INFO : Epoch 1766 | loss: 0.031143 | val_loss: 0.0311722 | Time: 2942.01 ms [2021-10-02 18:31:48 main:581] : INFO : Epoch 1767 | loss: 0.0311426 | val_loss: 0.0311749 | Time: 2955.56 ms [2021-10-02 18:31:51 main:581] : INFO : Epoch 1768 | loss: 0.0311437 | val_loss: 0.0311772 | Time: 2967.88 ms [2021-10-02 18:31:53 main:581] : INFO : Epoch 1769 | loss: 0.0311441 | val_loss: 0.0311777 | Time: 2946.04 ms [2021-10-02 18:31:56 main:581] : INFO : Epoch 1770 | loss: 0.0311454 | val_loss: 0.0311818 | Time: 2938.35 ms [2021-10-02 18:31:59 main:581] : INFO : Epoch 1771 | loss: 0.0311631 | val_loss: 0.0311718 | Time: 2955.64 ms [2021-10-02 18:32:02 main:581] : INFO : Epoch 1772 | loss: 0.0311569 | val_loss: 0.0311691 | Time: 2961.81 ms [2021-10-02 18:32:05 main:581] : INFO : Epoch 1773 | loss: 0.0311538 | val_loss: 0.0311701 | Time: 2938.53 ms [2021-10-02 18:32:08 main:581] : INFO : Epoch 1774 | loss: 0.0311532 | val_loss: 0.0311715 | Time: 2934.95 ms [2021-10-02 18:32:11 main:581] : INFO : Epoch 1775 | loss: 0.031155 | val_loss: 0.0311729 | Time: 2952.91 ms [2021-10-02 18:32:14 main:581] : INFO : Epoch 1776 | loss: 0.031153 | val_loss: 0.0311719 | Time: 2952.31 ms [2021-10-02 18:32:17 main:581] : INFO : Epoch 1777 | loss: 0.0311517 | val_loss: 0.0311709 | Time: 2952.55 ms [2021-10-02 18:32:20 main:581] : INFO : Epoch 1778 | loss: 0.0311497 | val_loss: 0.0311779 | Time: 2962.94 ms [2021-10-02 18:32:23 main:581] : INFO : Epoch 1779 | loss: 0.0311512 | val_loss: 0.0311723 | Time: 3003.12 ms [2021-10-02 18:32:26 main:581] : INFO : Epoch 1780 | loss: 0.0311501 | val_loss: 0.0311718 | Time: 2985.72 ms [2021-10-02 18:32:29 main:581] : INFO : Epoch 1781 | loss: 0.0311496 | val_loss: 0.0311714 | Time: 3000.51 ms [2021-10-02 18:32:32 main:581] : INFO : Epoch 1782 | loss: 0.0311477 | val_loss: 0.031174 | Time: 2947.46 ms [2021-10-02 18:32:35 main:581] : INFO : Epoch 1783 | loss: 0.0311488 | val_loss: 0.0311737 | Time: 2947.1 ms [2021-10-02 18:32:38 main:581] : INFO : Epoch 1784 | loss: 0.0311529 | val_loss: 0.0311746 | Time: 2992.22 ms [2021-10-02 18:32:41 main:581] : INFO : Epoch 1785 | loss: 0.0311512 | val_loss: 0.0311692 | Time: 2931.98 ms [2021-10-02 18:32:44 main:581] : INFO : Epoch 1786 | loss: 0.0311488 | val_loss: 0.031172 | Time: 2899.58 ms [2021-10-02 18:32:47 main:581] : INFO : Epoch 1787 | loss: 0.0311466 | val_loss: 0.0311729 | Time: 2966.93 ms [2021-10-02 18:32:50 main:581] : INFO : Epoch 1788 | loss: 0.031149 | val_loss: 0.0311716 | Time: 3010.09 ms [2021-10-02 18:32:53 main:581] : INFO : Epoch 1789 | loss: 0.0311465 | val_loss: 0.0311711 | Time: 2909.16 ms [2021-10-02 18:32:56 main:581] : INFO : Epoch 1790 | loss: 0.0311439 | val_loss: 0.0311718 | Time: 2954.51 ms [2021-10-02 18:32:59 main:581] : INFO : Epoch 1791 | loss: 0.0311437 | val_loss: 0.0311728 | Time: 2945.24 ms [2021-10-02 18:33:01 main:581] : INFO : Epoch 1792 | loss: 0.0311437 | val_loss: 0.0311725 | Time: 2967.46 ms [2021-10-02 18:33:04 main:581] : INFO : Epoch 1793 | loss: 0.0311455 | val_loss: 0.0311747 | Time: 2950.61 ms [2021-10-02 18:33:07 main:581] : INFO : Epoch 1794 | loss: 0.0311456 | val_loss: 0.0311748 | Time: 2937.64 ms [2021-10-02 18:33:10 main:581] : INFO : Epoch 1795 | loss: 0.0311615 | val_loss: 0.0311794 | Time: 2950.63 ms [2021-10-02 18:33:13 main:581] : INFO : Epoch 1796 | loss: 0.0311594 | val_loss: 0.0311756 | Time: 2923.75 ms [2021-10-02 18:33:16 main:581] : INFO : Epoch 1797 | loss: 0.0311606 | val_loss: 0.0311725 | Time: 2973.72 ms [2021-10-02 18:33:19 main:581] : INFO : Epoch 1798 | loss: 0.0311571 | val_loss: 0.0311731 | Time: 2992.43 ms [2021-10-02 18:33:22 main:581] : INFO : Epoch 1799 | loss: 0.0311556 | val_loss: 0.0311729 | Time: 2995.89 ms [2021-10-02 18:33:25 main:581] : INFO : Epoch 1800 | loss: 0.0311532 | val_loss: 0.0311755 | Time: 2960.16 ms [2021-10-02 18:33:28 main:581] : INFO : Epoch 1801 | loss: 0.0311517 | val_loss: 0.0311734 | Time: 2948.74 ms [2021-10-02 18:33:31 main:581] : INFO : Epoch 1802 | loss: 0.0311524 | val_loss: 0.031174 | Time: 2963.04 ms [2021-10-02 18:33:34 main:581] : INFO : Epoch 1803 | loss: 0.0311531 | val_loss: 0.0311773 | Time: 2980.52 ms [2021-10-02 18:33:37 main:581] : INFO : Epoch 1804 | loss: 0.0311521 | val_loss: 0.0311785 | Time: 2951.54 ms [2021-10-02 18:33:40 main:581] : INFO : Epoch 1805 | loss: 0.03115 | val_loss: 0.0311752 | Time: 2931.43 ms [2021-10-02 18:33:43 main:581] : INFO : Epoch 1806 | loss: 0.0311473 | val_loss: 0.0311762 | Time: 2988.48 ms [2021-10-02 18:33:46 main:581] : INFO : Epoch 1807 | loss: 0.0311471 | val_loss: 0.0311729 | Time: 2976.83 ms [2021-10-02 18:33:49 main:581] : INFO : Epoch 1808 | loss: 0.0311464 | val_loss: 0.0311745 | Time: 2929.48 ms [2021-10-02 18:33:52 main:581] : INFO : Epoch 1809 | loss: 0.0311461 | val_loss: 0.0311802 | Time: 2935.51 ms [2021-10-02 18:33:55 main:581] : INFO : Epoch 1810 | loss: 0.0311455 | val_loss: 0.0311724 | Time: 2923.41 ms [2021-10-02 18:33:58 main:581] : INFO : Epoch 1811 | loss: 0.0311466 | val_loss: 0.0311754 | Time: 2942 ms [2021-10-02 18:34:01 main:581] : INFO : Epoch 1812 | loss: 0.031144 | val_loss: 0.0311754 | Time: 2946.27 ms [2021-10-02 18:34:04 main:581] : INFO : Epoch 1813 | loss: 0.0311477 | val_loss: 0.0311739 | Time: 2951.99 ms [2021-10-02 18:34:07 main:581] : INFO : Epoch 1814 | loss: 0.0311441 | val_loss: 0.0311775 | Time: 2969.42 ms [2021-10-02 18:34:10 main:581] : INFO : Epoch 1815 | loss: 0.0311444 | val_loss: 0.0311756 | Time: 2980.02 ms [2021-10-02 18:34:12 main:581] : INFO : Epoch 1816 | loss: 0.0311433 | val_loss: 0.0311752 | Time: 2969.86 ms [2021-10-02 18:34:16 main:581] : INFO : Epoch 1817 | loss: 0.031142 | val_loss: 0.0311768 | Time: 3035.32 ms [2021-10-02 18:34:19 main:581] : INFO : Epoch 1818 | loss: 0.0311423 | val_loss: 0.0311773 | Time: 2996.93 ms [2021-10-02 18:34:21 main:581] : INFO : Epoch 1819 | loss: 0.0311437 | val_loss: 0.0311733 | Time: 2946.48 ms [2021-10-02 18:34:24 main:581] : INFO : Epoch 1820 | loss: 0.0311412 | val_loss: 0.0311756 | Time: 2942.32 ms [2021-10-02 18:34:27 main:581] : INFO : Epoch 1821 | loss: 0.031141 | val_loss: 0.0311803 | Time: 2998.8 ms [2021-10-02 18:34:30 main:581] : INFO : Epoch 1822 | loss: 0.0311414 | val_loss: 0.0311725 | Time: 2950.41 ms [2021-10-02 18:34:33 main:581] : INFO : Epoch 1823 | loss: 0.0311426 | val_loss: 0.0311753 | Time: 2952.47 ms [2021-10-02 18:34:36 main:581] : INFO : Epoch 1824 | loss: 0.031142 | val_loss: 0.0311759 | Time: 2936.89 ms [2021-10-02 18:34:39 main:581] : INFO : Epoch 1825 | loss: 0.0311409 | val_loss: 0.0311813 | Time: 3003.31 ms [2021-10-02 18:34:42 main:581] : INFO : Epoch 1826 | loss: 0.0311415 | val_loss: 0.0311744 | Time: 2963.95 ms [2021-10-02 18:34:45 main:581] : INFO : Epoch 1827 | loss: 0.0311512 | val_loss: 0.0312015 | Time: 2953.75 ms [2021-10-02 18:34:48 main:581] : INFO : Epoch 1828 | loss: 0.031836 | val_loss: 0.033909 | Time: 2959.4 ms [2021-10-02 18:34:51 main:581] : INFO : Epoch 1829 | loss: 0.033332 | val_loss: 0.0320258 | Time: 3007.97 ms [2021-10-02 18:34:54 main:581] : INFO : Epoch 1830 | loss: 0.0319233 | val_loss: 0.0313255 | Time: 2943.13 ms [2021-10-02 18:34:57 main:581] : INFO : Epoch 1831 | loss: 0.0313097 | val_loss: 0.0312692 | Time: 2936.74 ms [2021-10-02 18:35:00 main:581] : INFO : Epoch 1832 | loss: 0.0312508 | val_loss: 0.0312368 | Time: 2970.5 ms [2021-10-02 18:35:03 main:581] : INFO : Epoch 1833 | loss: 0.0312346 | val_loss: 0.0312279 | Time: 2947.45 ms [2021-10-02 18:35:06 main:581] : INFO : Epoch 1834 | loss: 0.031227 | val_loss: 0.0312194 | Time: 2996.68 ms [2021-10-02 18:35:09 main:581] : INFO : Epoch 1835 | loss: 0.0312197 | val_loss: 0.0312125 | Time: 2993.3 ms [2021-10-02 18:35:12 main:581] : INFO : Epoch 1836 | loss: 0.031216 | val_loss: 0.0312087 | Time: 3011.57 ms [2021-10-02 18:35:15 main:581] : INFO : Epoch 1837 | loss: 0.0312104 | val_loss: 0.0312053 | Time: 2960.14 ms [2021-10-02 18:35:18 main:581] : INFO : Epoch 1838 | loss: 0.0312067 | val_loss: 0.0312013 | Time: 2977.87 ms [2021-10-02 18:35:21 main:581] : INFO : Epoch 1839 | loss: 0.0312036 | val_loss: 0.0311999 | Time: 2984.74 ms [2021-10-02 18:35:24 main:581] : INFO : Epoch 1840 | loss: 0.0312022 | val_loss: 0.0312011 | Time: 2996.31 ms [2021-10-02 18:35:27 main:581] : INFO : Epoch 1841 | loss: 0.0312006 | val_loss: 0.0311982 | Time: 2964.46 ms [2021-10-02 18:35:30 main:581] : INFO : Epoch 1842 | loss: 0.031201 | val_loss: 0.0311963 | Time: 2943.54 ms [2021-10-02 18:35:33 main:581] : INFO : Epoch 1843 | loss: 0.0311955 | val_loss: 0.0311955 | Time: 2953.88 ms [2021-10-02 18:35:36 main:581] : INFO : Epoch 1844 | loss: 0.0311942 | val_loss: 0.0311966 | Time: 2982.19 ms [2021-10-02 18:35:39 main:581] : INFO : Epoch 1845 | loss: 0.0311924 | val_loss: 0.0311932 | Time: 2935.88 ms [2021-10-02 18:35:42 main:581] : INFO : Epoch 1846 | loss: 0.0311911 | val_loss: 0.0311921 | Time: 2943.22 ms [2021-10-02 18:35:45 main:581] : INFO : Epoch 1847 | loss: 0.0311897 | val_loss: 0.031191 | Time: 2962.53 ms [2021-10-02 18:35:48 main:581] : INFO : Epoch 1848 | loss: 0.0311885 | val_loss: 0.0311892 | Time: 2962.03 ms [2021-10-02 18:35:51 main:581] : INFO : Epoch 1849 | loss: 0.031188 | val_loss: 0.0311892 | Time: 2984.85 ms [2021-10-02 18:35:53 main:581] : INFO : Epoch 1850 | loss: 0.031188 | val_loss: 0.031189 | Time: 2969.49 ms [2021-10-02 18:35:56 main:581] : INFO : Epoch 1851 | loss: 0.0311869 | val_loss: 0.0311885 | Time: 2961.01 ms [2021-10-02 18:35:59 main:581] : INFO : Epoch 1852 | loss: 0.0311867 | val_loss: 0.0311872 | Time: 2952.37 ms [2021-10-02 18:36:02 main:581] : INFO : Epoch 1853 | loss: 0.0311872 | val_loss: 0.0311859 | Time: 3015.04 ms [2021-10-02 18:36:05 main:581] : INFO : Epoch 1854 | loss: 0.0311848 | val_loss: 0.031186 | Time: 3014.83 ms [2021-10-02 18:36:08 main:581] : INFO : Epoch 1855 | loss: 0.0311854 | val_loss: 0.031187 | Time: 2995.99 ms [2021-10-02 18:36:11 main:581] : INFO : Epoch 1856 | loss: 0.0311837 | val_loss: 0.0311854 | Time: 2958.61 ms [2021-10-02 18:36:14 main:581] : INFO : Epoch 1857 | loss: 0.0311831 | val_loss: 0.0311865 | Time: 2931.69 ms [2021-10-02 18:36:17 main:581] : INFO : Epoch 1858 | loss: 0.0311821 | val_loss: 0.0311859 | Time: 2970.16 ms [2021-10-02 18:36:20 main:581] : INFO : Epoch 1859 | loss: 0.031183 | val_loss: 0.031185 | Time: 2937.01 ms [2021-10-02 18:36:23 main:581] : INFO : Epoch 1860 | loss: 0.0311814 | val_loss: 0.0311845 | Time: 2940.43 ms [2021-10-02 18:36:26 main:581] : INFO : Epoch 1861 | loss: 0.0311812 | val_loss: 0.0311868 | Time: 2951.23 ms [2021-10-02 18:36:29 main:581] : INFO : Epoch 1862 | loss: 0.0311806 | val_loss: 0.031188 | Time: 2990.28 ms [2021-10-02 18:36:32 main:581] : INFO : Epoch 1863 | loss: 0.0311812 | val_loss: 0.0311839 | Time: 2963.78 ms [2021-10-02 18:36:35 main:581] : INFO : Epoch 1864 | loss: 0.0311803 | val_loss: 0.0311858 | Time: 2962.88 ms [2021-10-02 18:36:38 main:581] : INFO : Epoch 1865 | loss: 0.0311787 | val_loss: 0.0311833 | Time: 2937.38 ms [2021-10-02 18:36:41 main:581] : INFO : Epoch 1866 | loss: 0.0311779 | val_loss: 0.0311827 | Time: 2954.67 ms [2021-10-02 18:36:44 main:581] : INFO : Epoch 1867 | loss: 0.0311778 | val_loss: 0.0311829 | Time: 2938.58 ms [2021-10-02 18:36:47 main:581] : INFO : Epoch 1868 | loss: 0.0311771 | val_loss: 0.0311829 | Time: 2941.67 ms [2021-10-02 18:36:50 main:581] : INFO : Epoch 1869 | loss: 0.0311759 | val_loss: 0.0311818 | Time: 2920.61 ms [2021-10-02 18:36:53 main:581] : INFO : Epoch 1870 | loss: 0.0311759 | val_loss: 0.0311814 | Time: 2945.45 ms [2021-10-02 18:36:56 main:581] : INFO : Epoch 1871 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 2943.49 ms [2021-10-02 18:36:59 main:581] : INFO : Epoch 1872 | loss: 0.0311752 | val_loss: 0.0311837 | Time: 2995.9 ms [2021-10-02 18:37:02 main:581] : INFO : Epoch 1873 | loss: 0.0311776 | val_loss: 0.0311808 | Time: 3020.69 ms [2021-10-02 18:37:05 main:581] : INFO : Epoch 1874 | loss: 0.0311757 | val_loss: 0.0311845 | Time: 2968.78 ms [2021-10-02 18:37:08 main:581] : INFO : Epoch 1875 | loss: 0.0311765 | val_loss: 0.0311798 | Time: 2967.88 ms [2021-10-02 18:37:11 main:581] : INFO : Epoch 1876 | loss: 0.0311804 | val_loss: 0.0311852 | Time: 2943.29 ms [2021-10-02 18:37:13 main:581] : INFO : Epoch 1877 | loss: 0.0311758 | val_loss: 0.0311793 | Time: 2977.14 ms [2021-10-02 18:37:16 main:581] : INFO : Epoch 1878 | loss: 0.0311743 | val_loss: 0.0311808 | Time: 2966.28 ms [2021-10-02 18:37:19 main:581] : INFO : Epoch 1879 | loss: 0.0311737 | val_loss: 0.0311792 | Time: 2964.88 ms [2021-10-02 18:37:22 main:581] : INFO : Epoch 1880 | loss: 0.0311748 | val_loss: 0.0311803 | Time: 2932.76 ms [2021-10-02 18:37:25 main:581] : INFO : Epoch 1881 | loss: 0.0311749 | val_loss: 0.0311822 | Time: 3089.08 ms [2021-10-02 18:37:28 main:581] : INFO : Epoch 1882 | loss: 0.0311743 | val_loss: 0.0311831 | Time: 2974.14 ms [2021-10-02 18:37:31 main:581] : INFO : Epoch 1883 | loss: 0.0311747 | val_loss: 0.0311799 | Time: 2943.43 ms [2021-10-02 18:37:34 main:581] : INFO : Epoch 1884 | loss: 0.031173 | val_loss: 0.0311801 | Time: 2962.88 ms [2021-10-02 18:37:37 main:581] : INFO : Epoch 1885 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 2943.9 ms [2021-10-02 18:37:40 main:581] : INFO : Epoch 1886 | loss: 0.0311721 | val_loss: 0.0311787 | Time: 2963 ms [2021-10-02 18:37:43 main:581] : INFO : Epoch 1887 | loss: 0.0311722 | val_loss: 0.0311818 | Time: 2963.92 ms [2021-10-02 18:37:46 main:581] : INFO : Epoch 1888 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 2967.06 ms [2021-10-02 18:37:49 main:581] : INFO : Epoch 1889 | loss: 0.0311717 | val_loss: 0.03118 | Time: 2970.79 ms [2021-10-02 18:37:52 main:581] : INFO : Epoch 1890 | loss: 0.0311747 | val_loss: 0.0311784 | Time: 3043.38 ms [2021-10-02 18:37:55 main:581] : INFO : Epoch 1891 | loss: 0.0311722 | val_loss: 0.0311786 | Time: 3029.83 ms [2021-10-02 18:37:58 main:581] : INFO : Epoch 1892 | loss: 0.031171 | val_loss: 0.031179 | Time: 2991.51 ms [2021-10-02 18:38:01 main:581] : INFO : Epoch 1893 | loss: 0.0311734 | val_loss: 0.0311788 | Time: 2946.64 ms [2021-10-02 18:38:04 main:581] : INFO : Epoch 1894 | loss: 0.0311722 | val_loss: 0.0311812 | Time: 2941.15 ms [2021-10-02 18:38:07 main:581] : INFO : Epoch 1895 | loss: 0.0311734 | val_loss: 0.0311787 | Time: 2970.67 ms [2021-10-02 18:38:10 main:581] : INFO : Epoch 1896 | loss: 0.0311713 | val_loss: 0.0311782 | Time: 2950.43 ms [2021-10-02 18:38:13 main:581] : INFO : Epoch 1897 | loss: 0.0311749 | val_loss: 0.0311792 | Time: 2960.02 ms [2021-10-02 18:38:16 main:581] : INFO : Epoch 1898 | loss: 0.0311732 | val_loss: 0.031179 | Time: 2899.5 ms [2021-10-02 18:38:19 main:581] : INFO : Epoch 1899 | loss: 0.0311727 | val_loss: 0.0311823 | Time: 2971.04 ms [2021-10-02 18:38:22 main:581] : INFO : Epoch 1900 | loss: 0.0311737 | val_loss: 0.031179 | Time: 2961.64 ms [2021-10-02 18:38:25 main:581] : INFO : Epoch 1901 | loss: 0.0311724 | val_loss: 0.0311797 | Time: 2961.71 ms [2021-10-02 18:38:28 main:581] : INFO : Epoch 1902 | loss: 0.0311727 | val_loss: 0.0311809 | Time: 2973.45 ms [2021-10-02 18:38:31 main:581] : INFO : Epoch 1903 | loss: 0.0311723 | val_loss: 0.0311798 | Time: 2946.6 ms [2021-10-02 18:38:34 main:581] : INFO : Epoch 1904 | loss: 0.0311711 | val_loss: 0.0311797 | Time: 2973.14 ms [2021-10-02 18:38:37 main:581] : INFO : Epoch 1905 | loss: 0.0311721 | val_loss: 0.0311841 | Time: 2942.02 ms [2021-10-02 18:38:40 main:581] : INFO : Epoch 1906 | loss: 0.0311732 | val_loss: 0.03118 | Time: 2935.9 ms [2021-10-02 18:38:42 main:581] : INFO : Epoch 1907 | loss: 0.0311705 | val_loss: 0.0311783 | Time: 2939.34 ms [2021-10-02 18:38:45 main:581] : INFO : Epoch 1908 | loss: 0.0311708 | val_loss: 0.0311789 | Time: 2930.7 ms [2021-10-02 18:38:48 main:581] : INFO : Epoch 1909 | loss: 0.0311704 | val_loss: 0.0311788 | Time: 3022.86 ms [2021-10-02 18:38:51 main:581] : INFO : Epoch 1910 | loss: 0.0311724 | val_loss: 0.0311814 | Time: 3035.84 ms [2021-10-02 18:38:54 main:581] : INFO : Epoch 1911 | loss: 0.0311716 | val_loss: 0.0311808 | Time: 2983.86 ms [2021-10-02 18:38:57 main:581] : INFO : Epoch 1912 | loss: 0.0311733 | val_loss: 0.0311819 | Time: 2940.89 ms [2021-10-02 18:39:00 main:581] : INFO : Epoch 1913 | loss: 0.0311738 | val_loss: 0.0311792 | Time: 2983.1 ms [2021-10-02 18:39:03 main:581] : INFO : Epoch 1914 | loss: 0.0311721 | val_loss: 0.0311823 | Time: 2971.59 ms [2021-10-02 18:39:06 main:581] : INFO : Epoch 1915 | loss: 0.0311727 | val_loss: 0.0311867 | Time: 2945.86 ms [2021-10-02 18:39:09 main:581] : INFO : Epoch 1916 | loss: 0.0311731 | val_loss: 0.03118 | Time: 2966.69 ms [2021-10-02 18:39:12 main:581] : INFO : Epoch 1917 | loss: 0.031171 | val_loss: 0.0311779 | Time: 2923.64 ms [2021-10-02 18:39:15 main:581] : INFO : Epoch 1918 | loss: 0.0311702 | val_loss: 0.0311784 | Time: 2966.93 ms [2021-10-02 18:39:18 main:581] : INFO : Epoch 1919 | loss: 0.0311701 | val_loss: 0.0311784 | Time: 2944.94 ms [2021-10-02 18:39:21 main:581] : INFO : Epoch 1920 | loss: 0.031171 | val_loss: 0.0311797 | Time: 2942.51 ms [2021-10-02 18:39:24 main:581] : INFO : Epoch 1921 | loss: 0.031169 | val_loss: 0.0311768 | Time: 2957.3 ms [2021-10-02 18:39:27 main:581] : INFO : Epoch 1922 | loss: 0.0311685 | val_loss: 0.0311748 | Time: 2949.59 ms [2021-10-02 18:39:30 main:581] : INFO : Epoch 1923 | loss: 0.0311659 | val_loss: 0.0311735 | Time: 2942.22 ms [2021-10-02 18:39:33 main:581] : INFO : Epoch 1924 | loss: 0.0311631 | val_loss: 0.0311699 | Time: 2960.17 ms [2021-10-02 18:39:36 main:581] : INFO : Epoch 1925 | loss: 0.0311613 | val_loss: 0.0311683 | Time: 2963.18 ms [2021-10-02 18:39:39 main:581] : INFO : Epoch 1926 | loss: 0.0311612 | val_loss: 0.0311698 | Time: 2967.77 ms [2021-10-02 18:39:42 main:581] : INFO : Epoch 1927 | loss: 0.03116 | val_loss: 0.0311682 | Time: 2998.6 ms [2021-10-02 18:39:45 main:581] : INFO : Epoch 1928 | loss: 0.0311597 | val_loss: 0.0311707 | Time: 3022.3 ms [2021-10-02 18:39:48 main:581] : INFO : Epoch 1929 | loss: 0.0311612 | val_loss: 0.0311714 | Time: 2994.97 ms [2021-10-02 18:39:51 main:581] : INFO : Epoch 1930 | loss: 0.0311623 | val_loss: 0.0311691 | Time: 2964.96 ms [2021-10-02 18:39:54 main:581] : INFO : Epoch 1931 | loss: 0.0311604 | val_loss: 0.0311692 | Time: 2964.37 ms [2021-10-02 18:39:57 main:581] : INFO : Epoch 1932 | loss: 0.0311594 | val_loss: 0.0311683 | Time: 2937.75 ms [2021-10-02 18:40:00 main:581] : INFO : Epoch 1933 | loss: 0.0311595 | val_loss: 0.0311714 | Time: 2957.79 ms [2021-10-02 18:40:03 main:581] : INFO : Epoch 1934 | loss: 0.0311587 | val_loss: 0.0311733 | Time: 2964.28 ms [2021-10-02 18:40:06 main:581] : INFO : Epoch 1935 | loss: 0.0311589 | val_loss: 0.0311704 | Time: 2952.13 ms [2021-10-02 18:40:09 main:581] : INFO : Epoch 1936 | loss: 0.0311586 | val_loss: 0.03117 | Time: 2979.51 ms [2021-10-02 18:40:12 main:581] : INFO : Epoch 1937 | loss: 0.0311586 | val_loss: 0.0311693 | Time: 2962.29 ms [2021-10-02 18:40:14 main:581] : INFO : Epoch 1938 | loss: 0.0311628 | val_loss: 0.0311748 | Time: 2987.06 ms [2021-10-02 18:40:17 main:581] : INFO : Epoch 1939 | loss: 0.0311596 | val_loss: 0.0311717 | Time: 2966.49 ms [2021-10-02 18:40:20 main:581] : INFO : Epoch 1940 | loss: 0.0311615 | val_loss: 0.0311735 | Time: 2977.1 ms [2021-10-02 18:40:23 main:581] : INFO : Epoch 1941 | loss: 0.0311608 | val_loss: 0.0311776 | Time: 2936.5 ms [2021-10-02 18:40:26 main:581] : INFO : Epoch 1942 | loss: 0.0311629 | val_loss: 0.0311759 | Time: 2945 ms [2021-10-02 18:40:29 main:581] : INFO : Epoch 1943 | loss: 0.0311613 | val_loss: 0.0311741 | Time: 2951.07 ms [2021-10-02 18:40:32 main:581] : INFO : Epoch 1944 | loss: 0.0311613 | val_loss: 0.0311702 | Time: 2954.93 ms [2021-10-02 18:40:35 main:581] : INFO : Epoch 1945 | loss: 0.0311613 | val_loss: 0.0311726 | Time: 2936.61 ms [2021-10-02 18:40:38 main:581] : INFO : Epoch 1946 | loss: 0.03116 | val_loss: 0.0311717 | Time: 3011.32 ms [2021-10-02 18:40:41 main:581] : INFO : Epoch 1947 | loss: 0.0311588 | val_loss: 0.0311719 | Time: 3025.8 ms [2021-10-02 18:40:44 main:581] : INFO : Epoch 1948 | loss: 0.0311587 | val_loss: 0.0311691 | Time: 2991.48 ms [2021-10-02 18:40:47 main:581] : INFO : Epoch 1949 | loss: 0.0311567 | val_loss: 0.0311704 | Time: 2941.7 ms [2021-10-02 18:40:50 main:581] : INFO : Epoch 1950 | loss: 0.0311578 | val_loss: 0.031173 | Time: 2970.97 ms [2021-10-02 18:40:53 main:581] : INFO : Epoch 1951 | loss: 0.0311569 | val_loss: 0.0311727 | Time: 2999.57 ms [2021-10-02 18:40:56 main:581] : INFO : Epoch 1952 | loss: 0.0311566 | val_loss: 0.0311698 | Time: 2956.24 ms [2021-10-02 18:40:59 main:581] : INFO : Epoch 1953 | loss: 0.0311564 | val_loss: 0.0311711 | Time: 2921.27 ms [2021-10-02 18:41:02 main:581] : INFO : Epoch 1954 | loss: 0.0311555 | val_loss: 0.0311705 | Time: 2944.87 ms [2021-10-02 18:41:05 main:581] : INFO : Epoch 1955 | loss: 0.0311561 | val_loss: 0.0311754 | Time: 3000.11 ms [2021-10-02 18:41:08 main:581] : INFO : Epoch 1956 | loss: 0.0311619 | val_loss: 0.0311822 | Time: 2962.15 ms [2021-10-02 18:41:11 main:581] : INFO : Epoch 1957 | loss: 0.0311629 | val_loss: 0.0311729 | Time: 2942.57 ms [2021-10-02 18:41:14 main:581] : INFO : Epoch 1958 | loss: 0.0311613 | val_loss: 0.0311722 | Time: 2924.73 ms [2021-10-02 18:41:17 main:581] : INFO : Epoch 1959 | loss: 0.0311585 | val_loss: 0.0311745 | Time: 2945.79 ms [2021-10-02 18:41:20 main:581] : INFO : Epoch 1960 | loss: 0.0311565 | val_loss: 0.0311714 | Time: 2946.3 ms [2021-10-02 18:41:23 main:581] : INFO : Epoch 1961 | loss: 0.0311561 | val_loss: 0.0311713 | Time: 2954.33 ms [2021-10-02 18:41:26 main:581] : INFO : Epoch 1962 | loss: 0.031158 | val_loss: 0.0311709 | Time: 2958.69 ms [2021-10-02 18:41:29 main:581] : INFO : Epoch 1963 | loss: 0.0311568 | val_loss: 0.0311741 | Time: 2974.7 ms [2021-10-02 18:41:32 main:581] : INFO : Epoch 1964 | loss: 0.0311573 | val_loss: 0.0311699 | Time: 2948.12 ms [2021-10-02 18:41:35 main:581] : INFO : Epoch 1965 | loss: 0.0311588 | val_loss: 0.0311707 | Time: 3035.83 ms [2021-10-02 18:41:38 main:581] : INFO : Epoch 1966 | loss: 0.0311568 | val_loss: 0.0311742 | Time: 2998.87 ms [2021-10-02 18:41:40 main:581] : INFO : Epoch 1967 | loss: 0.0311586 | val_loss: 0.0311711 | Time: 2942.89 ms [2021-10-02 18:41:43 main:581] : INFO : Epoch 1968 | loss: 0.0311574 | val_loss: 0.0311705 | Time: 2953.66 ms [2021-10-02 18:41:46 main:581] : INFO : Epoch 1969 | loss: 0.0311562 | val_loss: 0.0311783 | Time: 2967.01 ms [2021-10-02 18:41:49 main:581] : INFO : Epoch 1970 | loss: 0.0311593 | val_loss: 0.031171 | Time: 2924.99 ms [2021-10-02 18:41:52 main:581] : INFO : Epoch 1971 | loss: 0.0311556 | val_loss: 0.0311702 | Time: 2974.95 ms [2021-10-02 18:41:55 main:581] : INFO : Epoch 1972 | loss: 0.0311552 | val_loss: 0.0311723 | Time: 2938.45 ms [2021-10-02 18:41:58 main:581] : INFO : Epoch 1973 | loss: 0.0311555 | val_loss: 0.0311717 | Time: 2960.43 ms [2021-10-02 18:42:01 main:581] : INFO : Epoch 1974 | loss: 0.0311549 | val_loss: 0.0311705 | Time: 3145.27 ms [2021-10-02 18:42:04 main:581] : INFO : Epoch 1975 | loss: 0.0311578 | val_loss: 0.0311743 | Time: 3127.42 ms [2021-10-02 18:42:07 main:581] : INFO : Epoch 1976 | loss: 0.0311556 | val_loss: 0.0311722 | Time: 2960.22 ms [2021-10-02 18:42:11 main:581] : INFO : Epoch 1977 | loss: 0.0311543 | val_loss: 0.0311754 | Time: 3197.38 ms [2021-10-02 18:42:14 main:581] : INFO : Epoch 1978 | loss: 0.0311585 | val_loss: 0.0311745 | Time: 3341.01 ms [2021-10-02 18:42:18 main:581] : INFO : Epoch 1979 | loss: 0.0311574 | val_loss: 0.0311741 | Time: 3618.18 ms [2021-10-02 18:42:21 main:581] : INFO : Epoch 1980 | loss: 0.0311573 | val_loss: 0.0311731 | Time: 3602.98 ms [2021-10-02 18:42:25 main:581] : INFO : Epoch 1981 | loss: 0.031156 | val_loss: 0.0311713 | Time: 3606.44 ms [2021-10-02 18:42:28 main:581] : INFO : Epoch 1982 | loss: 0.0311589 | val_loss: 0.031179 | Time: 3630.78 ms [2021-10-02 18:42:32 main:581] : INFO : Epoch 1983 | loss: 0.0311638 | val_loss: 0.0311827 | Time: 3624.87 ms [2021-10-02 18:42:36 main:581] : INFO : Epoch 1984 | loss: 0.0311573 | val_loss: 0.0311719 | Time: 3517.96 ms [2021-10-02 18:42:39 main:581] : INFO : Epoch 1985 | loss: 0.0311544 | val_loss: 0.0311726 | Time: 3542.07 ms [2021-10-02 18:42:43 main:581] : INFO : Epoch 1986 | loss: 0.0311573 | val_loss: 0.0311721 | Time: 3402.55 ms [2021-10-02 18:42:46 main:581] : INFO : Epoch 1987 | loss: 0.0311563 | val_loss: 0.0311716 | Time: 3470.34 ms [2021-10-02 18:42:50 main:581] : INFO : Epoch 1988 | loss: 0.0311561 | val_loss: 0.031171 | Time: 3643.24 ms [2021-10-02 18:42:53 main:581] : INFO : Epoch 1989 | loss: 0.0311584 | val_loss: 0.0311724 | Time: 3243.34 ms [2021-10-02 18:42:56 main:581] : INFO : Epoch 1990 | loss: 0.0311579 | val_loss: 0.0311719 | Time: 3228.06 ms [2021-10-02 18:42:59 main:581] : INFO : Epoch 1991 | loss: 0.0311556 | val_loss: 0.0311732 | Time: 2925.19 ms [2021-10-02 18:43:02 main:581] : INFO : Epoch 1992 | loss: 0.0311555 | val_loss: 0.0311739 | Time: 3316.92 ms [2021-10-02 18:43:06 main:581] : INFO : Epoch 1993 | loss: 0.0311547 | val_loss: 0.0311738 | Time: 3614.89 ms [2021-10-02 18:43:10 main:581] : INFO : Epoch 1994 | loss: 0.0311525 | val_loss: 0.0311731 | Time: 3630.14 ms [2021-10-02 18:43:13 main:581] : INFO : Epoch 1995 | loss: 0.0311521 | val_loss: 0.0311708 | Time: 3319.41 ms [2021-10-02 18:43:16 main:581] : INFO : Epoch 1996 | loss: 0.0311519 | val_loss: 0.0311709 | Time: 3305.69 ms [2021-10-02 18:43:20 main:581] : INFO : Epoch 1997 | loss: 0.0311519 | val_loss: 0.0311753 | Time: 3396.07 ms [2021-10-02 18:43:23 main:581] : INFO : Epoch 1998 | loss: 0.0311525 | val_loss: 0.031175 | Time: 3534.02 ms [2021-10-02 18:43:27 main:581] : INFO : Epoch 1999 | loss: 0.0311519 | val_loss: 0.0311725 | Time: 3460.79 ms [2021-10-02 18:43:30 main:581] : INFO : Epoch 2000 | loss: 0.0311513 | val_loss: 0.0311719 | Time: 3482.14 ms [2021-10-02 18:43:34 main:581] : INFO : Epoch 2001 | loss: 0.0311535 | val_loss: 0.0311715 | Time: 3644.95 ms [2021-10-02 18:43:37 main:581] : INFO : Epoch 2002 | loss: 0.0311516 | val_loss: 0.0311717 | Time: 3619.41 ms [2021-10-02 18:43:40 main:581] : INFO : Epoch 2003 | loss: 0.0311534 | val_loss: 0.0311725 | Time: 3052.51 ms [2021-10-02 18:43:44 main:581] : INFO : Epoch 2004 | loss: 0.0311515 | val_loss: 0.0311719 | Time: 3585.05 ms [2021-10-02 18:43:48 main:581] : INFO : Epoch 2005 | loss: 0.0311499 | val_loss: 0.0311718 | Time: 3535.84 ms [2021-10-02 18:43:51 main:581] : INFO : Epoch 2006 | loss: 0.0311508 | val_loss: 0.0311811 | Time: 3559.88 ms [2021-10-02 18:43:55 main:581] : INFO : Epoch 2007 | loss: 0.031155 | val_loss: 0.0311746 | Time: 3609.27 ms [2021-10-02 18:43:58 main:581] : INFO : Epoch 2008 | loss: 0.0311528 | val_loss: 0.0311732 | Time: 3038.37 ms [2021-10-02 18:44:01 main:581] : INFO : Epoch 2009 | loss: 0.0311507 | val_loss: 0.0311806 | Time: 3168.11 ms [2021-10-02 18:44:04 main:581] : INFO : Epoch 2010 | loss: 0.0311531 | val_loss: 0.031176 | Time: 2945.25 ms [2021-10-02 18:44:07 main:581] : INFO : Epoch 2011 | loss: 0.0311542 | val_loss: 0.0311739 | Time: 2953.64 ms [2021-10-02 18:44:10 main:581] : INFO : Epoch 2012 | loss: 0.0311521 | val_loss: 0.0311754 | Time: 2938.72 ms [2021-10-02 18:44:13 main:581] : INFO : Epoch 2013 | loss: 0.0311521 | val_loss: 0.0311735 | Time: 2997.25 ms [2021-10-02 18:44:16 main:581] : INFO : Epoch 2014 | loss: 0.0311531 | val_loss: 0.0311735 | Time: 2998.55 ms [2021-10-02 18:44:19 main:581] : INFO : Epoch 2015 | loss: 0.0311531 | val_loss: 0.0311808 | Time: 2954.21 ms [2021-10-02 18:44:22 main:581] : INFO : Epoch 2016 | loss: 0.0311534 | val_loss: 0.0311698 | Time: 3332.61 ms [2021-10-02 18:44:26 main:581] : INFO : Epoch 2017 | loss: 0.0311512 | val_loss: 0.0311706 | Time: 3526.59 ms [2021-10-02 18:44:29 main:581] : INFO : Epoch 2018 | loss: 0.0311525 | val_loss: 0.0311712 | Time: 3497.79 ms [2021-10-02 18:44:33 main:581] : INFO : Epoch 2019 | loss: 0.0311511 | val_loss: 0.0311698 | Time: 3413 ms [2021-10-02 18:44:36 main:581] : INFO : Epoch 2020 | loss: 0.0311533 | val_loss: 0.0311716 | Time: 3393.44 ms [2021-10-02 18:44:39 main:581] : INFO : Epoch 2021 | loss: 0.0311542 | val_loss: 0.0311725 | Time: 3372.21 ms [2021-10-02 18:44:43 main:581] : INFO : Epoch 2022 | loss: 0.0311528 | val_loss: 0.0311714 | Time: 3407.23 ms [2021-10-02 18:44:46 main:581] : INFO : Epoch 2023 | loss: 0.0311547 | val_loss: 0.031174 | Time: 3620.94 ms [2021-10-02 18:44:50 main:581] : INFO : Epoch 2024 | loss: 0.0311555 | val_loss: 0.03118 | Time: 3629.26 ms [2021-10-02 18:44:54 main:581] : INFO : Epoch 2025 | loss: 0.0311593 | val_loss: 0.0311764 | Time: 3638.64 ms [2021-10-02 18:44:57 main:581] : INFO : Epoch 2026 | loss: 0.031155 | val_loss: 0.0311725 | Time: 3628.5 ms [2021-10-02 18:45:01 main:581] : INFO : Epoch 2027 | loss: 0.0311536 | val_loss: 0.0311749 | Time: 3504.75 ms [2021-10-02 18:45:04 main:581] : INFO : Epoch 2028 | loss: 0.0311543 | val_loss: 0.031182 | Time: 3687.68 ms [2021-10-02 18:45:08 main:581] : INFO : Epoch 2029 | loss: 0.0311526 | val_loss: 0.031176 | Time: 3640.37 ms [2021-10-02 18:45:11 main:581] : INFO : Epoch 2030 | loss: 0.0311504 | val_loss: 0.0311741 | Time: 3326.75 ms [2021-10-02 18:45:14 main:581] : INFO : Epoch 2031 | loss: 0.0311512 | val_loss: 0.0311761 | Time: 2955.59 ms [2021-10-02 18:45:17 main:581] : INFO : Epoch 2032 | loss: 0.0311603 | val_loss: 0.0311801 | Time: 2960.31 ms [2021-10-02 18:45:20 main:581] : INFO : Epoch 2033 | loss: 0.0311534 | val_loss: 0.0311731 | Time: 2965.63 ms [2021-10-02 18:45:23 main:581] : INFO : Epoch 2034 | loss: 0.0311502 | val_loss: 0.0311727 | Time: 2963.65 ms [2021-10-02 18:45:26 main:581] : INFO : Epoch 2035 | loss: 0.0311493 | val_loss: 0.0311742 | Time: 2966.57 ms [2021-10-02 18:45:29 main:581] : INFO : Epoch 2036 | loss: 0.0311511 | val_loss: 0.0311728 | Time: 2961.21 ms [2021-10-02 18:45:32 main:581] : INFO : Epoch 2037 | loss: 0.0311512 | val_loss: 0.0311784 | Time: 2976.64 ms [2021-10-02 18:45:35 main:581] : INFO : Epoch 2038 | loss: 0.0311513 | val_loss: 0.031174 | Time: 2963.15 ms [2021-10-02 18:45:38 main:581] : INFO : Epoch 2039 | loss: 0.0311506 | val_loss: 0.0311741 | Time: 2964.6 ms [2021-10-02 18:45:41 main:581] : INFO : Epoch 2040 | loss: 0.0311511 | val_loss: 0.0311775 | Time: 2952.16 ms [2021-10-02 18:45:44 main:581] : INFO : Epoch 2041 | loss: 0.0311539 | val_loss: 0.0311774 | Time: 2976.18 ms [2021-10-02 18:45:47 main:581] : INFO : Epoch 2042 | loss: 0.031153 | val_loss: 0.0311728 | Time: 2979.49 ms [2021-10-02 18:45:50 main:581] : INFO : Epoch 2043 | loss: 0.0311506 | val_loss: 0.0311726 | Time: 2983.97 ms [2021-10-02 18:45:53 main:581] : INFO : Epoch 2044 | loss: 0.0311506 | val_loss: 0.0311744 | Time: 2961.98 ms [2021-10-02 18:45:56 main:581] : INFO : Epoch 2045 | loss: 0.031152 | val_loss: 0.0311708 | Time: 2979.94 ms [2021-10-02 18:45:59 main:581] : INFO : Epoch 2046 | loss: 0.0311519 | val_loss: 0.031169 | Time: 3015.17 ms [2021-10-02 18:46:02 main:581] : INFO : Epoch 2047 | loss: 0.0311509 | val_loss: 0.0311743 | Time: 2994.09 ms [2021-10-02 18:46:05 main:581] : INFO : Epoch 2048 | loss: 0.0311491 | val_loss: 0.0311728 | Time: 2976.96 ms [2021-10-02 18:46:05 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311728 [2021-10-02 18:46:05 main:610] : INFO : Saving end state to config to file [2021-10-02 18:46:05 main:615] : INFO : Success, exiting.. 18:46:05 (17221): 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)