Task 11602045
| Name | ParityModified-1639963878-12461-3-0_0 |
| Workunit | 8820437 |
| Created | 16 Feb 2022, 8:32:34 UTC |
| Sent | 27 Feb 2022, 16:06:07 UTC |
| Report deadline | 7 Mar 2022, 16:06:07 UTC |
| Received | 28 Feb 2022, 0:39:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10690 |
| Run time | 1 hours 38 min 23 sec |
| CPU time | 1 hours 37 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,114.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> och 1542 | loss: 0.0311344 | val_loss: 0.0311446 | Time: 2958.3 ms [2022-02-28 01:13:29 main:574] : INFO : Epoch 1543 | loss: 0.0311319 | val_loss: 0.0311477 | Time: 3072.43 ms [2022-02-28 01:13:32 main:574] : INFO : Epoch 1544 | loss: 0.0311349 | val_loss: 0.0311482 | Time: 3016.04 ms [2022-02-28 01:13:35 main:574] : INFO : Epoch 1545 | loss: 0.0311352 | val_loss: 0.0311472 | Time: 2987.94 ms [2022-02-28 01:13:38 main:574] : INFO : Epoch 1546 | loss: 0.0311306 | val_loss: 0.0311422 | Time: 2911.88 ms [2022-02-28 01:13:40 main:574] : INFO : Epoch 1547 | loss: 0.0311304 | val_loss: 0.031141 | Time: 2891.94 ms [2022-02-28 01:13:43 main:574] : INFO : Epoch 1548 | loss: 0.0311298 | val_loss: 0.0311446 | Time: 2922.97 ms [2022-02-28 01:13:46 main:574] : INFO : Epoch 1549 | loss: 0.0311291 | val_loss: 0.0311414 | Time: 2877.63 ms [2022-02-28 01:13:49 main:574] : INFO : Epoch 1550 | loss: 0.0311284 | val_loss: 0.031144 | Time: 2965.88 ms [2022-02-28 01:13:52 main:574] : INFO : Epoch 1551 | loss: 0.0311294 | val_loss: 0.0311404 | Time: 3007.04 ms [2022-02-28 01:13:55 main:574] : INFO : Epoch 1552 | loss: 0.0311272 | val_loss: 0.0311417 | Time: 2969.73 ms [2022-02-28 01:13:58 main:574] : INFO : Epoch 1553 | loss: 0.031127 | val_loss: 0.0311397 | Time: 2894.51 ms [2022-02-28 01:14:01 main:574] : INFO : Epoch 1554 | loss: 0.0311264 | val_loss: 0.031137 | Time: 2962.48 ms [2022-02-28 01:14:04 main:574] : INFO : Epoch 1555 | loss: 0.0311269 | val_loss: 0.0311394 | Time: 2922.95 ms [2022-02-28 01:14:07 main:574] : INFO : Epoch 1556 | loss: 0.0311272 | val_loss: 0.0311423 | Time: 2940.31 ms [2022-02-28 01:14:10 main:574] : INFO : Epoch 1557 | loss: 0.0311269 | val_loss: 0.0311419 | Time: 2952.79 ms [2022-02-28 01:14:13 main:574] : INFO : Epoch 1558 | loss: 0.0311266 | val_loss: 0.0311438 | Time: 2936.73 ms [2022-02-28 01:14:16 main:574] : INFO : Epoch 1559 | loss: 0.0311281 | val_loss: 0.0311418 | Time: 2876.89 ms [2022-02-28 01:14:19 main:574] : INFO : Epoch 1560 | loss: 0.0311281 | val_loss: 0.0311376 | Time: 2879.07 ms [2022-02-28 01:14:22 main:574] : INFO : Epoch 1561 | loss: 0.0311245 | val_loss: 0.0311392 | Time: 2961.93 ms [2022-02-28 01:14:25 main:574] : INFO : Epoch 1562 | loss: 0.0311251 | val_loss: 0.0311382 | Time: 2980.11 ms [2022-02-28 01:14:28 main:574] : INFO : Epoch 1563 | loss: 0.0311252 | val_loss: 0.0311456 | Time: 2923.72 ms [2022-02-28 01:14:30 main:574] : INFO : Epoch 1564 | loss: 0.0311289 | val_loss: 0.0311423 | Time: 2899.74 ms [2022-02-28 01:14:34 main:574] : INFO : Epoch 1565 | loss: 0.031126 | val_loss: 0.0311412 | Time: 3170.23 ms [2022-02-28 01:14:37 main:574] : INFO : Epoch 1566 | loss: 0.0311238 | val_loss: 0.0311384 | Time: 2975.05 ms [2022-02-28 01:14:40 main:574] : INFO : Epoch 1567 | loss: 0.031123 | val_loss: 0.0311398 | Time: 2975.18 ms [2022-02-28 01:14:42 main:574] : INFO : Epoch 1568 | loss: 0.0311226 | val_loss: 0.0311515 | Time: 2926.5 ms [2022-02-28 01:14:45 main:574] : INFO : Epoch 1569 | loss: 0.0311231 | val_loss: 0.0311438 | Time: 3009.29 ms [2022-02-28 01:14:48 main:574] : INFO : Epoch 1570 | loss: 0.0311234 | val_loss: 0.0311402 | Time: 2922.1 ms [2022-02-28 01:14:51 main:574] : INFO : Epoch 1571 | loss: 0.0311349 | val_loss: 0.0311431 | Time: 2993.41 ms [2022-02-28 01:14:54 main:574] : INFO : Epoch 1572 | loss: 0.0311302 | val_loss: 0.0311408 | Time: 2960.26 ms [2022-02-28 01:14:57 main:574] : INFO : Epoch 1573 | loss: 0.0311289 | val_loss: 0.0311422 | Time: 2951.62 ms [2022-02-28 01:15:00 main:574] : INFO : Epoch 1574 | loss: 0.0311298 | val_loss: 0.031142 | Time: 2973.35 ms [2022-02-28 01:15:03 main:574] : INFO : Epoch 1575 | loss: 0.0311269 | val_loss: 0.0311392 | Time: 2981.65 ms [2022-02-28 01:15:06 main:574] : INFO : Epoch 1576 | loss: 0.0311263 | val_loss: 0.0311394 | Time: 2958.74 ms [2022-02-28 01:15:09 main:574] : INFO : Epoch 1577 | loss: 0.0311262 | val_loss: 0.0311406 | Time: 3071.88 ms [2022-02-28 01:15:12 main:574] : INFO : Epoch 1578 | loss: 0.0311255 | val_loss: 0.0311405 | Time: 2941.02 ms [2022-02-28 01:15:15 main:574] : INFO : Epoch 1579 | loss: 0.0311268 | val_loss: 0.0311401 | Time: 2946.67 ms [2022-02-28 01:15:18 main:574] : INFO : Epoch 1580 | loss: 0.0311271 | val_loss: 0.0311479 | Time: 2966.78 ms [2022-02-28 01:15:21 main:574] : INFO : Epoch 1581 | loss: 0.031129 | val_loss: 0.0311445 | Time: 2972.83 ms [2022-02-28 01:15:24 main:574] : INFO : Epoch 1582 | loss: 0.0311262 | val_loss: 0.0311413 | Time: 2976.84 ms [2022-02-28 01:15:27 main:574] : INFO : Epoch 1583 | loss: 0.031127 | val_loss: 0.0311416 | Time: 2962.53 ms [2022-02-28 01:15:30 main:574] : INFO : Epoch 1584 | loss: 0.0311251 | val_loss: 0.0311398 | Time: 2997.26 ms [2022-02-28 01:15:33 main:574] : INFO : Epoch 1585 | loss: 0.0311242 | val_loss: 0.0311434 | Time: 2970.85 ms [2022-02-28 01:15:36 main:574] : INFO : Epoch 1586 | loss: 0.0311245 | val_loss: 0.031143 | Time: 2899.39 ms [2022-02-28 01:15:40 main:574] : INFO : Epoch 1587 | loss: 0.0311247 | val_loss: 0.0311407 | Time: 3530.94 ms [2022-02-28 01:15:43 main:574] : INFO : Epoch 1588 | loss: 0.0311259 | val_loss: 0.0311392 | Time: 3145.68 ms [2022-02-28 01:15:46 main:574] : INFO : Epoch 1589 | loss: 0.0311299 | val_loss: 0.0311495 | Time: 2924.63 ms [2022-02-28 01:15:49 main:574] : INFO : Epoch 1590 | loss: 0.0311307 | val_loss: 0.0311474 | Time: 2946.18 ms [2022-02-28 01:15:51 main:574] : INFO : Epoch 1591 | loss: 0.031139 | val_loss: 0.0311484 | Time: 2937.4 ms [2022-02-28 01:15:54 main:574] : INFO : Epoch 1592 | loss: 0.0311334 | val_loss: 0.0311424 | Time: 2924.05 ms [2022-02-28 01:15:57 main:574] : INFO : Epoch 1593 | loss: 0.0311341 | val_loss: 0.0311392 | Time: 2908.59 ms [2022-02-28 01:16:00 main:574] : INFO : Epoch 1594 | loss: 0.0311305 | val_loss: 0.0311414 | Time: 2956.99 ms [2022-02-28 01:16:03 main:574] : INFO : Epoch 1595 | loss: 0.0311313 | val_loss: 0.0311407 | Time: 2954.87 ms [2022-02-28 01:16:06 main:574] : INFO : Epoch 1596 | loss: 0.0311366 | val_loss: 0.0311391 | Time: 2932.84 ms [2022-02-28 01:16:09 main:574] : INFO : Epoch 1597 | loss: 0.031131 | val_loss: 0.0311377 | Time: 2927.07 ms [2022-02-28 01:16:12 main:574] : INFO : Epoch 1598 | loss: 0.0311298 | val_loss: 0.0311366 | Time: 2924.8 ms [2022-02-28 01:16:15 main:574] : INFO : Epoch 1599 | loss: 0.0311287 | val_loss: 0.0311353 | Time: 3018.4 ms [2022-02-28 01:16:18 main:574] : INFO : Epoch 1600 | loss: 0.0311275 | val_loss: 0.0311328 | Time: 2961.27 ms [2022-02-28 01:16:21 main:574] : INFO : Epoch 1601 | loss: 0.031128 | val_loss: 0.0311359 | Time: 2925.25 ms [2022-02-28 01:16:24 main:574] : INFO : Epoch 1602 | loss: 0.0311282 | val_loss: 0.0311347 | Time: 2876.23 ms [2022-02-28 01:16:27 main:574] : INFO : Epoch 1603 | loss: 0.0311276 | val_loss: 0.0311407 | Time: 2847.86 ms [2022-02-28 01:16:30 main:574] : INFO : Epoch 1604 | loss: 0.0311276 | val_loss: 0.0311362 | Time: 2970.54 ms [2022-02-28 01:16:33 main:574] : INFO : Epoch 1605 | loss: 0.0311269 | val_loss: 0.0311322 | Time: 2910.51 ms [2022-02-28 01:16:36 main:574] : INFO : Epoch 1606 | loss: 0.0311283 | val_loss: 0.0311389 | Time: 2929.62 ms [2022-02-28 01:16:38 main:574] : INFO : Epoch 1607 | loss: 0.0311585 | val_loss: 0.0311875 | Time: 2936.65 ms [2022-02-28 01:16:41 main:574] : INFO : Epoch 1608 | loss: 0.0311901 | val_loss: 0.0311898 | Time: 2945.2 ms [2022-02-28 01:16:44 main:574] : INFO : Epoch 1609 | loss: 0.0311804 | val_loss: 0.0311778 | Time: 3055.64 ms [2022-02-28 01:16:48 main:574] : INFO : Epoch 1610 | loss: 0.0311757 | val_loss: 0.0311784 | Time: 3055.58 ms [2022-02-28 01:16:50 main:574] : INFO : Epoch 1611 | loss: 0.0311715 | val_loss: 0.0311754 | Time: 2916.65 ms [2022-02-28 01:16:53 main:574] : INFO : Epoch 1612 | loss: 0.0311684 | val_loss: 0.0311792 | Time: 2954.31 ms [2022-02-28 01:16:56 main:574] : INFO : Epoch 1613 | loss: 0.0311684 | val_loss: 0.0311681 | Time: 2923.88 ms [2022-02-28 01:16:59 main:574] : INFO : Epoch 1614 | loss: 0.0311653 | val_loss: 0.0311767 | Time: 2932.91 ms [2022-02-28 01:17:02 main:574] : INFO : Epoch 1615 | loss: 0.0311728 | val_loss: 0.0311789 | Time: 2986.82 ms [2022-02-28 01:17:05 main:574] : INFO : Epoch 1616 | loss: 0.0311767 | val_loss: 0.0311755 | Time: 2916.36 ms [2022-02-28 01:17:08 main:574] : INFO : Epoch 1617 | loss: 0.0311785 | val_loss: 0.0311783 | Time: 2906.95 ms [2022-02-28 01:17:11 main:574] : INFO : Epoch 1618 | loss: 0.0311836 | val_loss: 0.0311793 | Time: 2960.59 ms [2022-02-28 01:17:14 main:574] : INFO : Epoch 1619 | loss: 0.0311832 | val_loss: 0.0311791 | Time: 2956.42 ms [2022-02-28 01:17:17 main:574] : INFO : Epoch 1620 | loss: 0.0311793 | val_loss: 0.0311764 | Time: 2867.02 ms [2022-02-28 01:17:20 main:574] : INFO : Epoch 1621 | loss: 0.0311782 | val_loss: 0.0311762 | Time: 2927.35 ms [2022-02-28 01:17:23 main:574] : INFO : Epoch 1622 | loss: 0.0311766 | val_loss: 0.0311758 | Time: 2920.62 ms [2022-02-28 01:17:26 main:574] : INFO : Epoch 1623 | loss: 0.0311762 | val_loss: 0.0311755 | Time: 2986.66 ms [2022-02-28 01:17:29 main:574] : INFO : Epoch 1624 | loss: 0.0311753 | val_loss: 0.0311755 | Time: 2903.72 ms [2022-02-28 01:17:32 main:574] : INFO : Epoch 1625 | loss: 0.0311749 | val_loss: 0.0311729 | Time: 2909.11 ms [2022-02-28 01:17:35 main:574] : INFO : Epoch 1626 | loss: 0.0311739 | val_loss: 0.0311724 | Time: 2950.71 ms [2022-02-28 01:17:37 main:574] : INFO : Epoch 1627 | loss: 0.0311741 | val_loss: 0.0311725 | Time: 2964.37 ms [2022-02-28 01:17:40 main:574] : INFO : Epoch 1628 | loss: 0.0311769 | val_loss: 0.0311732 | Time: 2957.63 ms [2022-02-28 01:17:43 main:574] : INFO : Epoch 1629 | loss: 0.0311741 | val_loss: 0.031175 | Time: 2949.76 ms [2022-02-28 01:17:46 main:574] : INFO : Epoch 1630 | loss: 0.0311751 | val_loss: 0.0311709 | Time: 2978.92 ms [2022-02-28 01:17:49 main:574] : INFO : Epoch 1631 | loss: 0.0311751 | val_loss: 0.0311731 | Time: 2967.48 ms [2022-02-28 01:17:52 main:574] : INFO : Epoch 1632 | loss: 0.0311734 | val_loss: 0.0311764 | Time: 3085.67 ms [2022-02-28 01:17:55 main:574] : INFO : Epoch 1633 | loss: 0.0311717 | val_loss: 0.0311692 | Time: 2941.49 ms [2022-02-28 01:17:58 main:574] : INFO : Epoch 1634 | loss: 0.0311708 | val_loss: 0.0311697 | Time: 2984.18 ms [2022-02-28 01:18:01 main:574] : INFO : Epoch 1635 | loss: 0.03117 | val_loss: 0.0311702 | Time: 2945.12 ms [2022-02-28 01:18:04 main:574] : INFO : Epoch 1636 | loss: 0.0311701 | val_loss: 0.0311709 | Time: 2881.63 ms [2022-02-28 01:18:07 main:574] : INFO : Epoch 1637 | loss: 0.03117 | val_loss: 0.0311703 | Time: 2939.55 ms [2022-02-28 01:18:10 main:574] : INFO : Epoch 1638 | loss: 0.0311696 | val_loss: 0.0311715 | Time: 2936.33 ms [2022-02-28 01:18:13 main:574] : INFO : Epoch 1639 | loss: 0.0311709 | val_loss: 0.0311714 | Time: 2964.4 ms [2022-02-28 01:18:16 main:574] : INFO : Epoch 1640 | loss: 0.0311709 | val_loss: 0.0311689 | Time: 2979.81 ms [2022-02-28 01:18:19 main:574] : INFO : Epoch 1641 | loss: 0.0311685 | val_loss: 0.0311688 | Time: 2919.67 ms [2022-02-28 01:18:22 main:574] : INFO : Epoch 1642 | loss: 0.0311689 | val_loss: 0.0311698 | Time: 3013.12 ms [2022-02-28 01:18:25 main:574] : INFO : Epoch 1643 | loss: 0.0311712 | val_loss: 0.0311713 | Time: 2997.65 ms [2022-02-28 01:18:28 main:574] : INFO : Epoch 1644 | loss: 0.0311728 | val_loss: 0.0311694 | Time: 2871.88 ms [2022-02-28 01:18:31 main:574] : INFO : Epoch 1645 | loss: 0.0311694 | val_loss: 0.0311674 | Time: 2898.08 ms [2022-02-28 01:18:34 main:574] : INFO : Epoch 1646 | loss: 0.0311696 | val_loss: 0.031167 | Time: 2878.92 ms [2022-02-28 01:18:37 main:574] : INFO : Epoch 1647 | loss: 0.031168 | val_loss: 0.0311648 | Time: 2939.9 ms [2022-02-28 01:18:40 main:574] : INFO : Epoch 1648 | loss: 0.0311668 | val_loss: 0.0311661 | Time: 2945.51 ms [2022-02-28 01:18:42 main:574] : INFO : Epoch 1649 | loss: 0.0311684 | val_loss: 0.0311648 | Time: 2925.41 ms [2022-02-28 01:18:45 main:574] : INFO : Epoch 1650 | loss: 0.0311677 | val_loss: 0.0311686 | Time: 2949.49 ms [2022-02-28 01:18:48 main:574] : INFO : Epoch 1651 | loss: 0.031168 | val_loss: 0.0311665 | Time: 2905.65 ms [2022-02-28 01:18:51 main:574] : INFO : Epoch 1652 | loss: 0.0311671 | val_loss: 0.0311675 | Time: 2926.12 ms [2022-02-28 01:18:54 main:574] : INFO : Epoch 1653 | loss: 0.0311668 | val_loss: 0.0311701 | Time: 2925.68 ms [2022-02-28 01:18:57 main:574] : INFO : Epoch 1654 | loss: 0.0311674 | val_loss: 0.0311631 | Time: 3032.76 ms [2022-02-28 01:19:00 main:574] : INFO : Epoch 1655 | loss: 0.0311647 | val_loss: 0.0311642 | Time: 3054.89 ms [2022-02-28 01:19:03 main:574] : INFO : Epoch 1656 | loss: 0.0311643 | val_loss: 0.0311644 | Time: 2904.72 ms [2022-02-28 01:19:06 main:574] : INFO : Epoch 1657 | loss: 0.031164 | val_loss: 0.0311689 | Time: 2884.76 ms [2022-02-28 01:19:09 main:574] : INFO : Epoch 1658 | loss: 0.0311652 | val_loss: 0.0311663 | Time: 2929.22 ms [2022-02-28 01:19:12 main:574] : INFO : Epoch 1659 | loss: 0.0311646 | val_loss: 0.031167 | Time: 2905.12 ms [2022-02-28 01:19:15 main:574] : INFO : Epoch 1660 | loss: 0.0311661 | val_loss: 0.0311646 | Time: 2924.73 ms [2022-02-28 01:19:18 main:574] : INFO : Epoch 1661 | loss: 0.0311643 | val_loss: 0.0311655 | Time: 2939.44 ms [2022-02-28 01:19:21 main:574] : INFO : Epoch 1662 | loss: 0.0311651 | val_loss: 0.0311673 | Time: 2972.18 ms [2022-02-28 01:19:24 main:574] : INFO : Epoch 1663 | loss: 0.0311645 | val_loss: 0.0311656 | Time: 2901.61 ms [2022-02-28 01:19:27 main:574] : INFO : Epoch 1664 | loss: 0.0311644 | val_loss: 0.0311666 | Time: 2911.94 ms [2022-02-28 01:19:30 main:574] : INFO : Epoch 1665 | loss: 0.0311662 | val_loss: 0.0311765 | Time: 2934.91 ms [2022-02-28 01:19:33 main:574] : INFO : Epoch 1666 | loss: 0.0311673 | val_loss: 0.0311656 | Time: 3020.06 ms [2022-02-28 01:19:35 main:574] : INFO : Epoch 1667 | loss: 0.0311636 | val_loss: 0.0311688 | Time: 2896.28 ms [2022-02-28 01:19:38 main:574] : INFO : Epoch 1668 | loss: 0.0311671 | val_loss: 0.0311662 | Time: 2903.59 ms [2022-02-28 01:19:41 main:574] : INFO : Epoch 1669 | loss: 0.0311647 | val_loss: 0.0311679 | Time: 2976.38 ms [2022-02-28 01:19:44 main:574] : INFO : Epoch 1670 | loss: 0.0311668 | val_loss: 0.0311731 | Time: 2981.62 ms [2022-02-28 01:19:47 main:574] : INFO : Epoch 1671 | loss: 0.0311671 | val_loss: 0.031166 | Time: 2894.31 ms [2022-02-28 01:19:50 main:574] : INFO : Epoch 1672 | loss: 0.0311684 | val_loss: 0.0311666 | Time: 2920.26 ms [2022-02-28 01:19:53 main:574] : INFO : Epoch 1673 | loss: 0.031164 | val_loss: 0.0311643 | Time: 2940.52 ms [2022-02-28 01:19:56 main:574] : INFO : Epoch 1674 | loss: 0.0311626 | val_loss: 0.0311645 | Time: 2978.71 ms [2022-02-28 01:19:59 main:574] : INFO : Epoch 1675 | loss: 0.031163 | val_loss: 0.0311654 | Time: 2933.47 ms [2022-02-28 01:20:02 main:574] : INFO : Epoch 1676 | loss: 0.0311643 | val_loss: 0.0311627 | Time: 2990.84 ms [2022-02-28 01:20:05 main:574] : INFO : Epoch 1677 | loss: 0.0311637 | val_loss: 0.0311649 | Time: 3054.34 ms [2022-02-28 01:20:08 main:574] : INFO : Epoch 1678 | loss: 0.0311651 | val_loss: 0.0311705 | Time: 2953.35 ms [2022-02-28 01:20:11 main:574] : INFO : Epoch 1679 | loss: 0.0311639 | val_loss: 0.0311672 | Time: 2940.13 ms [2022-02-28 01:20:14 main:574] : INFO : Epoch 1680 | loss: 0.0311619 | val_loss: 0.0311634 | Time: 2929.47 ms [2022-02-28 01:20:17 main:574] : INFO : Epoch 1681 | loss: 0.0311627 | val_loss: 0.0311636 | Time: 2993.58 ms [2022-02-28 01:20:20 main:574] : INFO : Epoch 1682 | loss: 0.031162 | val_loss: 0.031164 | Time: 2995.72 ms [2022-02-28 01:20:23 main:574] : INFO : Epoch 1683 | loss: 0.0311608 | val_loss: 0.0311644 | Time: 2953.58 ms [2022-02-28 01:20:26 main:574] : INFO : Epoch 1684 | loss: 0.0311622 | val_loss: 0.0311647 | Time: 2966.52 ms [2022-02-28 01:20:29 main:574] : INFO : Epoch 1685 | loss: 0.0311633 | val_loss: 0.0311685 | Time: 2930.58 ms [2022-02-28 01:20:32 main:574] : INFO : Epoch 1686 | loss: 0.0311626 | val_loss: 0.0311658 | Time: 2904.12 ms [2022-02-28 01:20:35 main:574] : INFO : Epoch 1687 | loss: 0.0311606 | val_loss: 0.0311652 | Time: 2903.4 ms [2022-02-28 01:20:37 main:574] : INFO : Epoch 1688 | loss: 0.0311611 | val_loss: 0.0311638 | Time: 2887.89 ms [2022-02-28 01:20:40 main:574] : INFO : Epoch 1689 | loss: 0.0311604 | val_loss: 0.0311637 | Time: 2903.75 ms [2022-02-28 01:20:43 main:574] : INFO : Epoch 1690 | loss: 0.0311613 | val_loss: 0.0311652 | Time: 2964.86 ms [2022-02-28 01:20:46 main:574] : INFO : Epoch 1691 | loss: 0.0311599 | val_loss: 0.0311656 | Time: 2969.45 ms [2022-02-28 01:20:49 main:574] : INFO : Epoch 1692 | loss: 0.0311622 | val_loss: 0.0311708 | Time: 2935.11 ms [2022-02-28 01:20:52 main:574] : INFO : Epoch 1693 | loss: 0.0311621 | val_loss: 0.0311673 | Time: 2933.64 ms [2022-02-28 01:20:55 main:574] : INFO : Epoch 1694 | loss: 0.0311627 | val_loss: 0.0311653 | Time: 2921.24 ms [2022-02-28 01:20:58 main:574] : INFO : Epoch 1695 | loss: 0.0311606 | val_loss: 0.0311641 | Time: 2857.91 ms [2022-02-28 01:21:01 main:574] : INFO : Epoch 1696 | loss: 0.0311601 | val_loss: 0.0311643 | Time: 3049.92 ms [2022-02-28 01:21:04 main:574] : INFO : Epoch 1697 | loss: 0.0311603 | val_loss: 0.0311635 | Time: 2929.14 ms [2022-02-28 01:21:07 main:574] : INFO : Epoch 1698 | loss: 0.0311607 | val_loss: 0.0311702 | Time: 2955.76 ms [2022-02-28 01:21:10 main:574] : INFO : Epoch 1699 | loss: 0.0311621 | val_loss: 0.0311659 | Time: 2992.8 ms [2022-02-28 01:21:13 main:574] : INFO : Epoch 1700 | loss: 0.0311649 | val_loss: 0.03117 | Time: 2939.63 ms [2022-02-28 01:21:16 main:574] : INFO : Epoch 1701 | loss: 0.0311655 | val_loss: 0.0311733 | Time: 2921.1 ms [2022-02-28 01:21:19 main:574] : INFO : Epoch 1702 | loss: 0.0311639 | val_loss: 0.0311651 | Time: 2931.77 ms [2022-02-28 01:21:22 main:574] : INFO : Epoch 1703 | loss: 0.0311608 | val_loss: 0.0311674 | Time: 2962.14 ms [2022-02-28 01:21:25 main:574] : INFO : Epoch 1704 | loss: 0.0311605 | val_loss: 0.0311637 | Time: 2985.29 ms [2022-02-28 01:21:28 main:574] : INFO : Epoch 1705 | loss: 0.0311602 | val_loss: 0.0311655 | Time: 2903.38 ms [2022-02-28 01:21:31 main:574] : INFO : Epoch 1706 | loss: 0.0311616 | val_loss: 0.0311685 | Time: 2995.93 ms [2022-02-28 01:21:34 main:574] : INFO : Epoch 1707 | loss: 0.031161 | val_loss: 0.0311643 | Time: 2928.75 ms [2022-02-28 01:21:36 main:574] : INFO : Epoch 1708 | loss: 0.0311621 | val_loss: 0.0311642 | Time: 2907.34 ms [2022-02-28 01:21:39 main:574] : INFO : Epoch 1709 | loss: 0.0311612 | val_loss: 0.0311635 | Time: 2903.26 ms [2022-02-28 01:21:42 main:574] : INFO : Epoch 1710 | loss: 0.0311608 | val_loss: 0.0311639 | Time: 2963.73 ms [2022-02-28 01:21:45 main:574] : INFO : Epoch 1711 | loss: 0.0311613 | val_loss: 0.0311634 | Time: 2950.52 ms [2022-02-28 01:21:48 main:574] : INFO : Epoch 1712 | loss: 0.0311613 | val_loss: 0.0311619 | Time: 2943.71 ms [2022-02-28 01:21:51 main:574] : INFO : Epoch 1713 | loss: 0.0311594 | val_loss: 0.0311616 | Time: 2880.69 ms [2022-02-28 01:21:54 main:574] : INFO : Epoch 1714 | loss: 0.0311593 | val_loss: 0.0311631 | Time: 2911.02 ms [2022-02-28 01:21:57 main:574] : INFO : Epoch 1715 | loss: 0.031159 | val_loss: 0.0311659 | Time: 2955.34 ms [2022-02-28 01:22:00 main:574] : INFO : Epoch 1716 | loss: 0.0311589 | val_loss: 0.0311613 | Time: 2948.6 ms [2022-02-28 01:22:03 main:574] : INFO : Epoch 1717 | loss: 0.031159 | val_loss: 0.0311623 | Time: 2981.57 ms [2022-02-28 01:22:06 main:574] : INFO : Epoch 1718 | loss: 0.0311623 | val_loss: 0.0311678 | Time: 2916.31 ms [2022-02-28 01:22:09 main:574] : INFO : Epoch 1719 | loss: 0.0311597 | val_loss: 0.0311633 | Time: 2997.96 ms [2022-02-28 01:22:12 main:574] : INFO : Epoch 1720 | loss: 0.0311579 | val_loss: 0.0311673 | Time: 3057.25 ms [2022-02-28 01:22:15 main:574] : INFO : Epoch 1721 | loss: 0.0311574 | val_loss: 0.0311652 | Time: 3094.3 ms [2022-02-28 01:22:18 main:574] : INFO : Epoch 1722 | loss: 0.0311576 | val_loss: 0.0311633 | Time: 3022.03 ms [2022-02-28 01:22:21 main:574] : INFO : Epoch 1723 | loss: 0.0311586 | val_loss: 0.0311641 | Time: 2950.29 ms [2022-02-28 01:22:24 main:574] : INFO : Epoch 1724 | loss: 0.0311588 | val_loss: 0.0311774 | Time: 2933.89 ms [2022-02-28 01:22:27 main:574] : INFO : Epoch 1725 | loss: 0.0311693 | val_loss: 0.0311718 | Time: 2864.75 ms [2022-02-28 01:22:30 main:574] : INFO : Epoch 1726 | loss: 0.0311602 | val_loss: 0.0311667 | Time: 2956.55 ms [2022-02-28 01:22:33 main:574] : INFO : Epoch 1727 | loss: 0.0311676 | val_loss: 0.0311842 | Time: 2914.45 ms [2022-02-28 01:22:36 main:574] : INFO : Epoch 1728 | loss: 0.0311855 | val_loss: 0.0311828 | Time: 2903.73 ms [2022-02-28 01:22:38 main:574] : INFO : Epoch 1729 | loss: 0.0311841 | val_loss: 0.0311845 | Time: 2894.54 ms [2022-02-28 01:22:41 main:574] : INFO : Epoch 1730 | loss: 0.0311846 | val_loss: 0.0311802 | Time: 2983.89 ms [2022-02-28 01:22:44 main:574] : INFO : Epoch 1731 | loss: 0.0311797 | val_loss: 0.0311781 | Time: 2931.33 ms [2022-02-28 01:22:47 main:574] : INFO : Epoch 1732 | loss: 0.0311824 | val_loss: 0.0311805 | Time: 2944.03 ms [2022-02-28 01:22:50 main:574] : INFO : Epoch 1733 | loss: 0.0311816 | val_loss: 0.0311847 | Time: 2973.54 ms [2022-02-28 01:22:53 main:574] : INFO : Epoch 1734 | loss: 0.0311858 | val_loss: 0.0311866 | Time: 2909.86 ms [2022-02-28 01:22:56 main:574] : INFO : Epoch 1735 | loss: 0.0311788 | val_loss: 0.031176 | Time: 2999.4 ms [2022-02-28 01:22:59 main:574] : INFO : Epoch 1736 | loss: 0.0311781 | val_loss: 0.031174 | Time: 2934.06 ms [2022-02-28 01:23:02 main:574] : INFO : Epoch 1737 | loss: 0.0311756 | val_loss: 0.0311837 | Time: 2922.17 ms [2022-02-28 01:23:05 main:574] : INFO : Epoch 1738 | loss: 0.0311751 | val_loss: 0.0311744 | Time: 2894.36 ms [2022-02-28 01:23:08 main:574] : INFO : Epoch 1739 | loss: 0.0311718 | val_loss: 0.0311724 | Time: 2963.78 ms [2022-02-28 01:23:11 main:574] : INFO : Epoch 1740 | loss: 0.0311712 | val_loss: 0.0311738 | Time: 2908.25 ms [2022-02-28 01:23:14 main:574] : INFO : Epoch 1741 | loss: 0.0311706 | val_loss: 0.0311721 | Time: 2938.09 ms [2022-02-28 01:23:17 main:574] : INFO : Epoch 1742 | loss: 0.0311702 | val_loss: 0.0311718 | Time: 2896.49 ms [2022-02-28 01:23:20 main:574] : INFO : Epoch 1743 | loss: 0.0311694 | val_loss: 0.0311735 | Time: 3093.65 ms [2022-02-28 01:23:23 main:574] : INFO : Epoch 1744 | loss: 0.0311718 | val_loss: 0.0311779 | Time: 3039.95 ms [2022-02-28 01:23:26 main:574] : INFO : Epoch 1745 | loss: 0.0311703 | val_loss: 0.0311721 | Time: 2929.58 ms [2022-02-28 01:23:29 main:574] : INFO : Epoch 1746 | loss: 0.0311685 | val_loss: 0.0311745 | Time: 2913.84 ms [2022-02-28 01:23:32 main:574] : INFO : Epoch 1747 | loss: 0.0311681 | val_loss: 0.031171 | Time: 3029.62 ms [2022-02-28 01:23:35 main:574] : INFO : Epoch 1748 | loss: 0.031167 | val_loss: 0.0311718 | Time: 3017.13 ms [2022-02-28 01:23:38 main:574] : INFO : Epoch 1749 | loss: 0.0311671 | val_loss: 0.0311713 | Time: 2922.31 ms [2022-02-28 01:23:41 main:574] : INFO : Epoch 1750 | loss: 0.0311671 | val_loss: 0.0311714 | Time: 2951.75 ms [2022-02-28 01:23:44 main:574] : INFO : Epoch 1751 | loss: 0.0311667 | val_loss: 0.031171 | Time: 2893.45 ms [2022-02-28 01:23:46 main:574] : INFO : Epoch 1752 | loss: 0.0311651 | val_loss: 0.0311727 | Time: 2944.05 ms [2022-02-28 01:23:49 main:574] : INFO : Epoch 1753 | loss: 0.0311668 | val_loss: 0.0311708 | Time: 2976.51 ms [2022-02-28 01:23:52 main:574] : INFO : Epoch 1754 | loss: 0.031166 | val_loss: 0.0311721 | Time: 2988.3 ms [2022-02-28 01:23:55 main:574] : INFO : Epoch 1755 | loss: 0.0311664 | val_loss: 0.0311727 | Time: 2935.84 ms [2022-02-28 01:23:58 main:574] : INFO : Epoch 1756 | loss: 0.0311675 | val_loss: 0.0311725 | Time: 2936.37 ms [2022-02-28 01:24:01 main:574] : INFO : Epoch 1757 | loss: 0.0311654 | val_loss: 0.031172 | Time: 2933.78 ms [2022-02-28 01:24:04 main:574] : INFO : Epoch 1758 | loss: 0.0311649 | val_loss: 0.0311715 | Time: 2942.83 ms [2022-02-28 01:24:07 main:574] : INFO : Epoch 1759 | loss: 0.0311644 | val_loss: 0.0311777 | Time: 2890.06 ms [2022-02-28 01:24:10 main:574] : INFO : Epoch 1760 | loss: 0.0311666 | val_loss: 0.0311719 | Time: 2939.82 ms [2022-02-28 01:24:13 main:574] : INFO : Epoch 1761 | loss: 0.0311647 | val_loss: 0.0311716 | Time: 2949.86 ms [2022-02-28 01:24:16 main:574] : INFO : Epoch 1762 | loss: 0.0311648 | val_loss: 0.0311715 | Time: 2921.05 ms [2022-02-28 01:24:19 main:574] : INFO : Epoch 1763 | loss: 0.0311646 | val_loss: 0.0311722 | Time: 2935.37 ms [2022-02-28 01:24:22 main:574] : INFO : Epoch 1764 | loss: 0.031164 | val_loss: 0.0311697 | Time: 3027.49 ms [2022-02-28 01:24:25 main:574] : INFO : Epoch 1765 | loss: 0.0311634 | val_loss: 0.0311703 | Time: 3015.48 ms [2022-02-28 01:24:28 main:574] : INFO : Epoch 1766 | loss: 0.0311642 | val_loss: 0.0311746 | Time: 3092.47 ms [2022-02-28 01:24:31 main:574] : INFO : Epoch 1767 | loss: 0.0311644 | val_loss: 0.0311706 | Time: 2988.84 ms [2022-02-28 01:24:34 main:574] : INFO : Epoch 1768 | loss: 0.0311644 | val_loss: 0.031172 | Time: 2963.65 ms [2022-02-28 01:24:37 main:574] : INFO : Epoch 1769 | loss: 0.0311647 | val_loss: 0.0311701 | Time: 2903.63 ms [2022-02-28 01:24:40 main:574] : INFO : Epoch 1770 | loss: 0.0311638 | val_loss: 0.0311691 | Time: 2949.15 ms [2022-02-28 01:24:43 main:574] : INFO : Epoch 1771 | loss: 0.0311638 | val_loss: 0.0311728 | Time: 2871.86 ms [2022-02-28 01:24:46 main:574] : INFO : Epoch 1772 | loss: 0.0311643 | val_loss: 0.0311711 | Time: 2893.67 ms [2022-02-28 01:24:49 main:574] : INFO : Epoch 1773 | loss: 0.0311659 | val_loss: 0.0311707 | Time: 2914.25 ms [2022-02-28 01:24:51 main:574] : INFO : Epoch 1774 | loss: 0.0311651 | val_loss: 0.0311766 | Time: 2903.31 ms [2022-02-28 01:24:54 main:574] : INFO : Epoch 1775 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 2933.13 ms [2022-02-28 01:24:57 main:574] : INFO : Epoch 1776 | loss: 0.031163 | val_loss: 0.031172 | Time: 2966.73 ms [2022-02-28 01:25:00 main:574] : INFO : Epoch 1777 | loss: 0.0311642 | val_loss: 0.0311722 | Time: 2931.67 ms [2022-02-28 01:25:03 main:574] : INFO : Epoch 1778 | loss: 0.0311684 | val_loss: 0.0311747 | Time: 3009.53 ms [2022-02-28 01:25:06 main:574] : INFO : Epoch 1779 | loss: 0.0311644 | val_loss: 0.0311746 | Time: 2962.57 ms [2022-02-28 01:25:09 main:574] : INFO : Epoch 1780 | loss: 0.0311648 | val_loss: 0.0311729 | Time: 2916.88 ms [2022-02-28 01:25:12 main:574] : INFO : Epoch 1781 | loss: 0.0311632 | val_loss: 0.0311737 | Time: 2924.58 ms [2022-02-28 01:25:15 main:574] : INFO : Epoch 1782 | loss: 0.0311651 | val_loss: 0.0311721 | Time: 3026.71 ms [2022-02-28 01:25:18 main:574] : INFO : Epoch 1783 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 2949.51 ms [2022-02-28 01:25:21 main:574] : INFO : Epoch 1784 | loss: 0.0311641 | val_loss: 0.0311703 | Time: 2886.86 ms [2022-02-28 01:25:24 main:574] : INFO : Epoch 1785 | loss: 0.0311628 | val_loss: 0.031172 | Time: 2894.78 ms [2022-02-28 01:25:27 main:574] : INFO : Epoch 1786 | loss: 0.0311621 | val_loss: 0.0311723 | Time: 2885.28 ms [2022-02-28 01:25:30 main:574] : INFO : Epoch 1787 | loss: 0.031164 | val_loss: 0.0311745 | Time: 2960.64 ms [2022-02-28 01:25:33 main:574] : INFO : Epoch 1788 | loss: 0.0311625 | val_loss: 0.0311693 | Time: 3088.16 ms [2022-02-28 01:25:36 main:574] : INFO : Epoch 1789 | loss: 0.0311618 | val_loss: 0.0311704 | Time: 3032.87 ms [2022-02-28 01:25:39 main:574] : INFO : Epoch 1790 | loss: 0.0311643 | val_loss: 0.0311727 | Time: 2944.32 ms [2022-02-28 01:25:42 main:574] : INFO : Epoch 1791 | loss: 0.0311639 | val_loss: 0.0311721 | Time: 2896.73 ms [2022-02-28 01:25:45 main:574] : INFO : Epoch 1792 | loss: 0.031163 | val_loss: 0.0311698 | Time: 3011.64 ms [2022-02-28 01:25:48 main:574] : INFO : Epoch 1793 | loss: 0.0311628 | val_loss: 0.0311707 | Time: 2930.56 ms [2022-02-28 01:25:51 main:574] : INFO : Epoch 1794 | loss: 0.0311656 | val_loss: 0.0311716 | Time: 3037.89 ms [2022-02-28 01:25:54 main:574] : INFO : Epoch 1795 | loss: 0.0311647 | val_loss: 0.0311782 | Time: 3055.13 ms [2022-02-28 01:25:57 main:574] : INFO : Epoch 1796 | loss: 0.0311683 | val_loss: 0.0311724 | Time: 2978.5 ms [2022-02-28 01:26:00 main:574] : INFO : Epoch 1797 | loss: 0.0311645 | val_loss: 0.0311703 | Time: 2957.31 ms [2022-02-28 01:26:03 main:574] : INFO : Epoch 1798 | loss: 0.0311674 | val_loss: 0.0311833 | Time: 2926.12 ms [2022-02-28 01:26:06 main:574] : INFO : Epoch 1799 | loss: 0.0311743 | val_loss: 0.0311787 | Time: 2900.45 ms [2022-02-28 01:26:08 main:574] : INFO : Epoch 1800 | loss: 0.0311822 | val_loss: 0.0311811 | Time: 2863.94 ms [2022-02-28 01:26:11 main:574] : INFO : Epoch 1801 | loss: 0.0311792 | val_loss: 0.031176 | Time: 2906.21 ms [2022-02-28 01:26:14 main:574] : INFO : Epoch 1802 | loss: 0.0311774 | val_loss: 0.0311754 | Time: 2917.12 ms [2022-02-28 01:26:17 main:574] : INFO : Epoch 1803 | loss: 0.0311754 | val_loss: 0.0311787 | Time: 2938.67 ms [2022-02-28 01:26:20 main:574] : INFO : Epoch 1804 | loss: 0.0311744 | val_loss: 0.0311751 | Time: 2935.53 ms [2022-02-28 01:26:23 main:574] : INFO : Epoch 1805 | loss: 0.0311721 | val_loss: 0.0311747 | Time: 2930.01 ms [2022-02-28 01:26:26 main:574] : INFO : Epoch 1806 | loss: 0.0311708 | val_loss: 0.031174 | Time: 2938.21 ms [2022-02-28 01:26:29 main:574] : INFO : Epoch 1807 | loss: 0.0311702 | val_loss: 0.0311786 | Time: 2902.26 ms [2022-02-28 01:26:32 main:574] : INFO : Epoch 1808 | loss: 0.0311684 | val_loss: 0.0311727 | Time: 2896.35 ms [2022-02-28 01:26:35 main:574] : INFO : Epoch 1809 | loss: 0.0311681 | val_loss: 0.0311724 | Time: 2915.6 ms [2022-02-28 01:26:38 main:574] : INFO : Epoch 1810 | loss: 0.0311695 | val_loss: 0.0311738 | Time: 3070.34 ms [2022-02-28 01:26:41 main:574] : INFO : Epoch 1811 | loss: 0.0311678 | val_loss: 0.0311754 | Time: 3010.09 ms [2022-02-28 01:26:44 main:574] : INFO : Epoch 1812 | loss: 0.0311684 | val_loss: 0.0311746 | Time: 2953.34 ms [2022-02-28 01:26:47 main:574] : INFO : Epoch 1813 | loss: 0.0311691 | val_loss: 0.031181 | Time: 3019.67 ms [2022-02-28 01:26:50 main:574] : INFO : Epoch 1814 | loss: 0.0311709 | val_loss: 0.0311868 | Time: 2926.27 ms [2022-02-28 01:26:53 main:574] : INFO : Epoch 1815 | loss: 0.0311702 | val_loss: 0.031173 | Time: 2949.3 ms [2022-02-28 01:26:56 main:574] : INFO : Epoch 1816 | loss: 0.0311675 | val_loss: 0.0311792 | Time: 2961 ms [2022-02-28 01:26:59 main:574] : INFO : Epoch 1817 | loss: 0.0311685 | val_loss: 0.0311747 | Time: 2901.14 ms [2022-02-28 01:27:01 main:574] : INFO : Epoch 1818 | loss: 0.0311676 | val_loss: 0.0311726 | Time: 2878.25 ms [2022-02-28 01:27:04 main:574] : INFO : Epoch 1819 | loss: 0.0311673 | val_loss: 0.0311747 | Time: 2888.78 ms [2022-02-28 01:27:07 main:574] : INFO : Epoch 1820 | loss: 0.0311684 | val_loss: 0.0311738 | Time: 2922.61 ms [2022-02-28 01:27:10 main:574] : INFO : Epoch 1821 | loss: 0.0311674 | val_loss: 0.0311718 | Time: 2909.92 ms [2022-02-28 01:27:13 main:574] : INFO : Epoch 1822 | loss: 0.0311657 | val_loss: 0.0311724 | Time: 2911.89 ms [2022-02-28 01:27:16 main:574] : INFO : Epoch 1823 | loss: 0.0311658 | val_loss: 0.031172 | Time: 2948.54 ms [2022-02-28 01:27:19 main:574] : INFO : Epoch 1824 | loss: 0.0311656 | val_loss: 0.0311719 | Time: 2977.38 ms [2022-02-28 01:27:22 main:574] : INFO : Epoch 1825 | loss: 0.0311656 | val_loss: 0.0311731 | Time: 3003.73 ms [2022-02-28 01:27:25 main:574] : INFO : Epoch 1826 | loss: 0.0311656 | val_loss: 0.0311739 | Time: 2909.66 ms [2022-02-28 01:27:28 main:574] : INFO : Epoch 1827 | loss: 0.0311649 | val_loss: 0.0311713 | Time: 2891.71 ms [2022-02-28 01:27:31 main:574] : INFO : Epoch 1828 | loss: 0.0311653 | val_loss: 0.0311717 | Time: 2903.31 ms [2022-02-28 01:27:34 main:574] : INFO : Epoch 1829 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 2954.28 ms [2022-02-28 01:27:37 main:574] : INFO : Epoch 1830 | loss: 0.0311647 | val_loss: 0.0311719 | Time: 2896.89 ms [2022-02-28 01:27:40 main:574] : INFO : Epoch 1831 | loss: 0.031165 | val_loss: 0.0311726 | Time: 2978.55 ms [2022-02-28 01:27:43 main:574] : INFO : Epoch 1832 | loss: 0.0311647 | val_loss: 0.0311725 | Time: 3044.66 ms [2022-02-28 01:27:46 main:574] : INFO : Epoch 1833 | loss: 0.0311646 | val_loss: 0.0311721 | Time: 2975.36 ms [2022-02-28 01:27:49 main:574] : INFO : Epoch 1834 | loss: 0.0311684 | val_loss: 0.0311856 | Time: 3006.23 ms [2022-02-28 01:27:52 main:574] : INFO : Epoch 1835 | loss: 0.0311682 | val_loss: 0.0311749 | Time: 2924.96 ms [2022-02-28 01:27:55 main:574] : INFO : Epoch 1836 | loss: 0.0311667 | val_loss: 0.0311752 | Time: 3016.48 ms [2022-02-28 01:27:58 main:574] : INFO : Epoch 1837 | loss: 0.0311656 | val_loss: 0.0311726 | Time: 2952.4 ms [2022-02-28 01:28:01 main:574] : INFO : Epoch 1838 | loss: 0.0311667 | val_loss: 0.0311807 | Time: 2980.66 ms [2022-02-28 01:28:04 main:574] : INFO : Epoch 1839 | loss: 0.0311651 | val_loss: 0.0311734 | Time: 3004.54 ms [2022-02-28 01:28:06 main:574] : INFO : Epoch 1840 | loss: 0.0311639 | val_loss: 0.0311738 | Time: 2876.49 ms [2022-02-28 01:28:09 main:574] : INFO : Epoch 1841 | loss: 0.0311643 | val_loss: 0.0311741 | Time: 2931.22 ms [2022-02-28 01:28:12 main:574] : INFO : Epoch 1842 | loss: 0.0311632 | val_loss: 0.0311728 | Time: 2877.82 ms [2022-02-28 01:28:15 main:574] : INFO : Epoch 1843 | loss: 0.0311637 | val_loss: 0.0311729 | Time: 3007.31 ms [2022-02-28 01:28:18 main:574] : INFO : Epoch 1844 | loss: 0.0311644 | val_loss: 0.0311731 | Time: 2956.36 ms [2022-02-28 01:28:21 main:574] : INFO : Epoch 1845 | loss: 0.0311655 | val_loss: 0.0311797 | Time: 2893.74 ms [2022-02-28 01:28:24 main:574] : INFO : Epoch 1846 | loss: 0.0311674 | val_loss: 0.0311729 | Time: 2923.24 ms [2022-02-28 01:28:27 main:574] : INFO : Epoch 1847 | loss: 0.0311659 | val_loss: 0.0311732 | Time: 2913 ms [2022-02-28 01:28:30 main:574] : INFO : Epoch 1848 | loss: 0.0311661 | val_loss: 0.0311745 | Time: 2889.79 ms [2022-02-28 01:28:33 main:574] : INFO : Epoch 1849 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 2970.69 ms [2022-02-28 01:28:36 main:574] : INFO : Epoch 1850 | loss: 0.0311658 | val_loss: 0.0311817 | Time: 2964.56 ms [2022-02-28 01:28:39 main:574] : INFO : Epoch 1851 | loss: 0.0311674 | val_loss: 0.0311749 | Time: 2885.43 ms [2022-02-28 01:28:42 main:574] : INFO : Epoch 1852 | loss: 0.0311641 | val_loss: 0.0311734 | Time: 2921.71 ms [2022-02-28 01:28:45 main:574] : INFO : Epoch 1853 | loss: 0.0311646 | val_loss: 0.0311731 | Time: 2952.8 ms [2022-02-28 01:28:47 main:574] : INFO : Epoch 1854 | loss: 0.0311634 | val_loss: 0.0311737 | Time: 2941.32 ms [2022-02-28 01:28:51 main:574] : INFO : Epoch 1855 | loss: 0.0311645 | val_loss: 0.0311731 | Time: 3020 ms [2022-02-28 01:28:54 main:574] : INFO : Epoch 1856 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 2987.56 ms [2022-02-28 01:28:56 main:574] : INFO : Epoch 1857 | loss: 0.0311642 | val_loss: 0.0311725 | Time: 2849.81 ms [2022-02-28 01:28:59 main:574] : INFO : Epoch 1858 | loss: 0.0311654 | val_loss: 0.0311736 | Time: 2924.21 ms [2022-02-28 01:29:02 main:574] : INFO : Epoch 1859 | loss: 0.0311663 | val_loss: 0.0311791 | Time: 2930.12 ms [2022-02-28 01:29:05 main:574] : INFO : Epoch 1860 | loss: 0.0311667 | val_loss: 0.0311793 | Time: 2944.86 ms [2022-02-28 01:29:08 main:574] : INFO : Epoch 1861 | loss: 0.0311665 | val_loss: 0.0311717 | Time: 2954.59 ms [2022-02-28 01:29:11 main:574] : INFO : Epoch 1862 | loss: 0.0311631 | val_loss: 0.0311707 | Time: 3001.16 ms [2022-02-28 01:29:14 main:574] : INFO : Epoch 1863 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 2917.14 ms [2022-02-28 01:29:17 main:574] : INFO : Epoch 1864 | loss: 0.031164 | val_loss: 0.0311709 | Time: 2960.49 ms [2022-02-28 01:29:20 main:574] : INFO : Epoch 1865 | loss: 0.031163 | val_loss: 0.0311708 | Time: 2975.79 ms [2022-02-28 01:29:23 main:574] : INFO : Epoch 1866 | loss: 0.0311631 | val_loss: 0.0311726 | Time: 3010.32 ms [2022-02-28 01:29:26 main:574] : INFO : Epoch 1867 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 2974.24 ms [2022-02-28 01:29:29 main:574] : INFO : Epoch 1868 | loss: 0.0311637 | val_loss: 0.0311772 | Time: 2890.95 ms [2022-02-28 01:29:32 main:574] : INFO : Epoch 1869 | loss: 0.0311633 | val_loss: 0.0311747 | Time: 2975.63 ms [2022-02-28 01:29:35 main:574] : INFO : Epoch 1870 | loss: 0.031165 | val_loss: 0.0311721 | Time: 2935.01 ms [2022-02-28 01:29:38 main:574] : INFO : Epoch 1871 | loss: 0.0311637 | val_loss: 0.0311713 | Time: 2900.95 ms [2022-02-28 01:29:41 main:574] : INFO : Epoch 1872 | loss: 0.0311632 | val_loss: 0.0311756 | Time: 2902.77 ms [2022-02-28 01:29:44 main:574] : INFO : Epoch 1873 | loss: 0.031167 | val_loss: 0.0311747 | Time: 2908.9 ms [2022-02-28 01:29:46 main:574] : INFO : Epoch 1874 | loss: 0.0311632 | val_loss: 0.0311737 | Time: 2942.67 ms [2022-02-28 01:29:49 main:574] : INFO : Epoch 1875 | loss: 0.0311622 | val_loss: 0.0311714 | Time: 2891.01 ms [2022-02-28 01:29:52 main:574] : INFO : Epoch 1876 | loss: 0.031162 | val_loss: 0.0311732 | Time: 2893.41 ms [2022-02-28 01:29:55 main:574] : INFO : Epoch 1877 | loss: 0.0311637 | val_loss: 0.0311766 | Time: 3099.01 ms [2022-02-28 01:29:58 main:574] : INFO : Epoch 1878 | loss: 0.0311645 | val_loss: 0.0311722 | Time: 2951.6 ms [2022-02-28 01:30:01 main:574] : INFO : Epoch 1879 | loss: 0.0311655 | val_loss: 0.0311736 | Time: 2919.58 ms [2022-02-28 01:30:04 main:574] : INFO : Epoch 1880 | loss: 0.0311638 | val_loss: 0.0311737 | Time: 2935.8 ms [2022-02-28 01:30:07 main:574] : INFO : Epoch 1881 | loss: 0.0311651 | val_loss: 0.031173 | Time: 2912.79 ms [2022-02-28 01:30:10 main:574] : INFO : Epoch 1882 | loss: 0.0311624 | val_loss: 0.0311732 | Time: 2929.46 ms [2022-02-28 01:30:13 main:574] : INFO : Epoch 1883 | loss: 0.0311638 | val_loss: 0.031172 | Time: 2909.58 ms [2022-02-28 01:30:16 main:574] : INFO : Epoch 1884 | loss: 0.0311648 | val_loss: 0.0311728 | Time: 2906.4 ms [2022-02-28 01:30:19 main:574] : INFO : Epoch 1885 | loss: 0.0311635 | val_loss: 0.0311726 | Time: 2959.79 ms [2022-02-28 01:30:22 main:574] : INFO : Epoch 1886 | loss: 0.0311624 | val_loss: 0.0311793 | Time: 2928.62 ms [2022-02-28 01:30:25 main:574] : INFO : Epoch 1887 | loss: 0.031164 | val_loss: 0.0311796 | Time: 2983.33 ms [2022-02-28 01:30:28 main:574] : INFO : Epoch 1888 | loss: 0.0311648 | val_loss: 0.0311715 | Time: 2963.6 ms [2022-02-28 01:30:31 main:574] : INFO : Epoch 1889 | loss: 0.0311635 | val_loss: 0.0311729 | Time: 2983.55 ms [2022-02-28 01:30:34 main:574] : INFO : Epoch 1890 | loss: 0.0311634 | val_loss: 0.0311762 | Time: 2865.79 ms [2022-02-28 01:30:36 main:574] : INFO : Epoch 1891 | loss: 0.0311632 | val_loss: 0.0311738 | Time: 2893.85 ms [2022-02-28 01:30:39 main:574] : INFO : Epoch 1892 | loss: 0.0311632 | val_loss: 0.0311723 | Time: 2924.55 ms [2022-02-28 01:30:42 main:574] : INFO : Epoch 1893 | loss: 0.0311628 | val_loss: 0.0311722 | Time: 2993.48 ms [2022-02-28 01:30:45 main:574] : INFO : Epoch 1894 | loss: 0.031163 | val_loss: 0.0311749 | Time: 2932.98 ms [2022-02-28 01:30:48 main:574] : INFO : Epoch 1895 | loss: 0.0311655 | val_loss: 0.0311732 | Time: 2920.7 ms [2022-02-28 01:30:51 main:574] : INFO : Epoch 1896 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 3007.87 ms [2022-02-28 01:30:54 main:574] : INFO : Epoch 1897 | loss: 0.0311644 | val_loss: 0.0311781 | Time: 2930.05 ms [2022-02-28 01:30:57 main:574] : INFO : Epoch 1898 | loss: 0.0311648 | val_loss: 0.031171 | Time: 2943.87 ms [2022-02-28 01:31:00 main:574] : INFO : Epoch 1899 | loss: 0.0311627 | val_loss: 0.0311725 | Time: 3034.48 ms [2022-02-28 01:31:03 main:574] : INFO : Epoch 1900 | loss: 0.031164 | val_loss: 0.0311723 | Time: 3110.55 ms [2022-02-28 01:31:06 main:574] : INFO : Epoch 1901 | loss: 0.0311633 | val_loss: 0.0311725 | Time: 2920.7 ms [2022-02-28 01:31:09 main:574] : INFO : Epoch 1902 | loss: 0.0311635 | val_loss: 0.0311723 | Time: 2933.8 ms [2022-02-28 01:31:12 main:574] : INFO : Epoch 1903 | loss: 0.0311636 | val_loss: 0.0311743 | Time: 2908.02 ms [2022-02-28 01:31:15 main:574] : INFO : Epoch 1904 | loss: 0.031166 | val_loss: 0.0311774 | Time: 2846.39 ms [2022-02-28 01:31:18 main:574] : INFO : Epoch 1905 | loss: 0.0311633 | val_loss: 0.0311739 | Time: 2945.84 ms [2022-02-28 01:31:21 main:574] : INFO : Epoch 1906 | loss: 0.0311655 | val_loss: 0.0311722 | Time: 2933.72 ms [2022-02-28 01:31:24 main:574] : INFO : Epoch 1907 | loss: 0.0311676 | val_loss: 0.031173 | Time: 2945.38 ms [2022-02-28 01:31:27 main:574] : INFO : Epoch 1908 | loss: 0.0311628 | val_loss: 0.0311715 | Time: 2994.6 ms [2022-02-28 01:31:30 main:574] : INFO : Epoch 1909 | loss: 0.0311616 | val_loss: 0.0311735 | Time: 2915.75 ms [2022-02-28 01:31:33 main:574] : INFO : Epoch 1910 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 2934.6 ms [2022-02-28 01:31:36 main:574] : INFO : Epoch 1911 | loss: 0.0311633 | val_loss: 0.0311725 | Time: 2907.35 ms [2022-02-28 01:31:38 main:574] : INFO : Epoch 1912 | loss: 0.0311641 | val_loss: 0.0311711 | Time: 2879.03 ms [2022-02-28 01:31:41 main:574] : INFO : Epoch 1913 | loss: 0.0311624 | val_loss: 0.0311721 | Time: 2871.34 ms [2022-02-28 01:31:44 main:574] : INFO : Epoch 1914 | loss: 0.0311619 | val_loss: 0.0311719 | Time: 2934.98 ms [2022-02-28 01:31:47 main:574] : INFO : Epoch 1915 | loss: 0.031162 | val_loss: 0.0311719 | Time: 3036.23 ms [2022-02-28 01:31:50 main:574] : INFO : Epoch 1916 | loss: 0.0311611 | val_loss: 0.0311721 | Time: 2914.87 ms [2022-02-28 01:31:54 main:574] : INFO : Epoch 1917 | loss: 0.0311613 | val_loss: 0.031177 | Time: 3503.3 ms [2022-02-28 01:31:58 main:574] : INFO : Epoch 1918 | loss: 0.0311669 | val_loss: 0.0311809 | Time: 4578.4 ms [2022-02-28 01:32:01 main:574] : INFO : Epoch 1919 | loss: 0.0311626 | val_loss: 0.0311761 | Time: 2943.11 ms [2022-02-28 01:32:04 main:574] : INFO : Epoch 1920 | loss: 0.0311631 | val_loss: 0.031172 | Time: 3068.18 ms [2022-02-28 01:32:08 main:574] : INFO : Epoch 1921 | loss: 0.0311625 | val_loss: 0.0311783 | Time: 3307.62 ms [2022-02-28 01:32:11 main:574] : INFO : Epoch 1922 | loss: 0.0311641 | val_loss: 0.0311707 | Time: 3108.78 ms [2022-02-28 01:32:14 main:574] : INFO : Epoch 1923 | loss: 0.0311633 | val_loss: 0.0311728 | Time: 3022.09 ms [2022-02-28 01:32:17 main:574] : INFO : Epoch 1924 | loss: 0.0311636 | val_loss: 0.0311767 | Time: 2936.1 ms [2022-02-28 01:32:20 main:574] : INFO : Epoch 1925 | loss: 0.031163 | val_loss: 0.0311708 | Time: 2970.82 ms [2022-02-28 01:32:23 main:574] : INFO : Epoch 1926 | loss: 0.0311612 | val_loss: 0.0311718 | Time: 2980.81 ms [2022-02-28 01:32:26 main:574] : INFO : Epoch 1927 | loss: 0.0311616 | val_loss: 0.0311718 | Time: 3054.47 ms [2022-02-28 01:32:29 main:574] : INFO : Epoch 1928 | loss: 0.0311629 | val_loss: 0.0311718 | Time: 2977.4 ms [2022-02-28 01:32:32 main:574] : INFO : Epoch 1929 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 3025.1 ms [2022-02-28 01:32:35 main:574] : INFO : Epoch 1930 | loss: 0.0311639 | val_loss: 0.0311722 | Time: 2910.91 ms [2022-02-28 01:32:38 main:574] : INFO : Epoch 1931 | loss: 0.0311622 | val_loss: 0.0311708 | Time: 2948.65 ms [2022-02-28 01:32:41 main:574] : INFO : Epoch 1932 | loss: 0.0311614 | val_loss: 0.0311725 | Time: 2963.07 ms [2022-02-28 01:32:44 main:574] : INFO : Epoch 1933 | loss: 0.0311628 | val_loss: 0.0311718 | Time: 2981.58 ms [2022-02-28 01:32:47 main:574] : INFO : Epoch 1934 | loss: 0.0311616 | val_loss: 0.0311722 | Time: 2937.12 ms [2022-02-28 01:32:50 main:574] : INFO : Epoch 1935 | loss: 0.0311626 | val_loss: 0.0311741 | Time: 3071.12 ms [2022-02-28 01:32:53 main:574] : INFO : Epoch 1936 | loss: 0.0311622 | val_loss: 0.0311712 | Time: 2968.02 ms [2022-02-28 01:32:56 main:574] : INFO : Epoch 1937 | loss: 0.0311646 | val_loss: 0.0311712 | Time: 2974.04 ms [2022-02-28 01:32:59 main:574] : INFO : Epoch 1938 | loss: 0.0311674 | val_loss: 0.0311743 | Time: 3027.3 ms [2022-02-28 01:33:02 main:574] : INFO : Epoch 1939 | loss: 0.0311647 | val_loss: 0.0311714 | Time: 2936.36 ms [2022-02-28 01:33:05 main:574] : INFO : Epoch 1940 | loss: 0.0311625 | val_loss: 0.0311698 | Time: 3030.15 ms [2022-02-28 01:33:08 main:574] : INFO : Epoch 1941 | loss: 0.0311637 | val_loss: 0.0311724 | Time: 3025.49 ms [2022-02-28 01:33:11 main:574] : INFO : Epoch 1942 | loss: 0.0311637 | val_loss: 0.0311698 | Time: 2946.59 ms [2022-02-28 01:33:14 main:574] : INFO : Epoch 1943 | loss: 0.0311636 | val_loss: 0.0311714 | Time: 3171.09 ms [2022-02-28 01:33:17 main:574] : INFO : Epoch 1944 | loss: 0.0311621 | val_loss: 0.0311699 | Time: 2922.51 ms [2022-02-28 01:33:20 main:574] : INFO : Epoch 1945 | loss: 0.0311623 | val_loss: 0.0311697 | Time: 3078.63 ms [2022-02-28 01:33:23 main:574] : INFO : Epoch 1946 | loss: 0.031162 | val_loss: 0.0311694 | Time: 2958.86 ms [2022-02-28 01:33:26 main:574] : INFO : Epoch 1947 | loss: 0.0311626 | val_loss: 0.0311713 | Time: 2895.63 ms [2022-02-28 01:33:29 main:574] : INFO : Epoch 1948 | loss: 0.0311628 | val_loss: 0.0311725 | Time: 2933.46 ms [2022-02-28 01:33:32 main:574] : INFO : Epoch 1949 | loss: 0.0311618 | val_loss: 0.0311707 | Time: 2989.77 ms [2022-02-28 01:33:34 main:574] : INFO : Epoch 1950 | loss: 0.0311609 | val_loss: 0.0311724 | Time: 2955.74 ms [2022-02-28 01:33:37 main:574] : INFO : Epoch 1951 | loss: 0.0311625 | val_loss: 0.0311759 | Time: 2961.92 ms [2022-02-28 01:33:40 main:574] : INFO : Epoch 1952 | loss: 0.0311662 | val_loss: 0.0311699 | Time: 2972.81 ms [2022-02-28 01:33:43 main:574] : INFO : Epoch 1953 | loss: 0.0311685 | val_loss: 0.0311826 | Time: 2877.87 ms [2022-02-28 01:33:46 main:574] : INFO : Epoch 1954 | loss: 0.031164 | val_loss: 0.0311724 | Time: 3027.31 ms [2022-02-28 01:33:49 main:574] : INFO : Epoch 1955 | loss: 0.0311625 | val_loss: 0.0311724 | Time: 2885.01 ms [2022-02-28 01:33:52 main:574] : INFO : Epoch 1956 | loss: 0.0311618 | val_loss: 0.0311712 | Time: 2929.76 ms [2022-02-28 01:33:55 main:574] : INFO : Epoch 1957 | loss: 0.0311599 | val_loss: 0.0311716 | Time: 2936.7 ms [2022-02-28 01:33:58 main:574] : INFO : Epoch 1958 | loss: 0.0311602 | val_loss: 0.0311718 | Time: 2980.21 ms [2022-02-28 01:34:01 main:574] : INFO : Epoch 1959 | loss: 0.0311616 | val_loss: 0.0311717 | Time: 2939.89 ms [2022-02-28 01:34:04 main:574] : INFO : Epoch 1960 | loss: 0.031165 | val_loss: 0.0311733 | Time: 2946.95 ms [2022-02-28 01:34:07 main:574] : INFO : Epoch 1961 | loss: 0.0311679 | val_loss: 0.0311756 | Time: 2869.68 ms [2022-02-28 01:34:10 main:574] : INFO : Epoch 1962 | loss: 0.0311628 | val_loss: 0.0311723 | Time: 2958.63 ms [2022-02-28 01:34:13 main:574] : INFO : Epoch 1963 | loss: 0.0311607 | val_loss: 0.0311696 | Time: 2917.49 ms [2022-02-28 01:34:16 main:574] : INFO : Epoch 1964 | loss: 0.0311608 | val_loss: 0.0311718 | Time: 2915.27 ms [2022-02-28 01:34:19 main:574] : INFO : Epoch 1965 | loss: 0.0311603 | val_loss: 0.0311699 | Time: 3074.22 ms [2022-02-28 01:34:22 main:574] : INFO : Epoch 1966 | loss: 0.0311633 | val_loss: 0.0311779 | Time: 3018.41 ms [2022-02-28 01:34:25 main:574] : INFO : Epoch 1967 | loss: 0.0311607 | val_loss: 0.0311707 | Time: 2969.24 ms [2022-02-28 01:34:28 main:574] : INFO : Epoch 1968 | loss: 0.0311639 | val_loss: 0.0311759 | Time: 2945.91 ms [2022-02-28 01:34:31 main:574] : INFO : Epoch 1969 | loss: 0.0311603 | val_loss: 0.0311744 | Time: 2931.45 ms [2022-02-28 01:34:34 main:574] : INFO : Epoch 1970 | loss: 0.0311596 | val_loss: 0.0311704 | Time: 3023.95 ms [2022-02-28 01:34:37 main:574] : INFO : Epoch 1971 | loss: 0.031159 | val_loss: 0.0311731 | Time: 2936.18 ms [2022-02-28 01:34:40 main:574] : INFO : Epoch 1972 | loss: 0.0311644 | val_loss: 0.0311726 | Time: 2965.19 ms [2022-02-28 01:34:42 main:574] : INFO : Epoch 1973 | loss: 0.0311622 | val_loss: 0.0311769 | Time: 2890.82 ms [2022-02-28 01:34:45 main:574] : INFO : Epoch 1974 | loss: 0.0311595 | val_loss: 0.031171 | Time: 2937.53 ms [2022-02-28 01:34:48 main:574] : INFO : Epoch 1975 | loss: 0.0311592 | val_loss: 0.0311741 | Time: 3024.02 ms [2022-02-28 01:34:51 main:574] : INFO : Epoch 1976 | loss: 0.0311599 | val_loss: 0.0311736 | Time: 2919.81 ms [2022-02-28 01:34:54 main:574] : INFO : Epoch 1977 | loss: 0.0311601 | val_loss: 0.0311757 | Time: 2943.19 ms [2022-02-28 01:34:57 main:574] : INFO : Epoch 1978 | loss: 0.0311615 | val_loss: 0.031174 | Time: 2953.93 ms [2022-02-28 01:35:00 main:574] : INFO : Epoch 1979 | loss: 0.0311599 | val_loss: 0.0311698 | Time: 2875.77 ms [2022-02-28 01:35:03 main:574] : INFO : Epoch 1980 | loss: 0.0311602 | val_loss: 0.0311709 | Time: 2970.7 ms [2022-02-28 01:35:06 main:574] : INFO : Epoch 1981 | loss: 0.0311604 | val_loss: 0.0311727 | Time: 2966.21 ms [2022-02-28 01:35:09 main:574] : INFO : Epoch 1982 | loss: 0.031162 | val_loss: 0.0311721 | Time: 2870.89 ms [2022-02-28 01:35:12 main:574] : INFO : Epoch 1983 | loss: 0.0311639 | val_loss: 0.0311726 | Time: 2858.05 ms [2022-02-28 01:35:15 main:574] : INFO : Epoch 1984 | loss: 0.0311642 | val_loss: 0.0311719 | Time: 2907.46 ms [2022-02-28 01:35:18 main:574] : INFO : Epoch 1985 | loss: 0.0311647 | val_loss: 0.0311875 | Time: 2908.73 ms [2022-02-28 01:35:21 main:574] : INFO : Epoch 1986 | loss: 0.0311672 | val_loss: 0.031174 | Time: 2917.24 ms [2022-02-28 01:35:24 main:574] : INFO : Epoch 1987 | loss: 0.0311637 | val_loss: 0.031173 | Time: 3045.33 ms [2022-02-28 01:35:27 main:574] : INFO : Epoch 1988 | loss: 0.0311639 | val_loss: 0.0311726 | Time: 3019.74 ms [2022-02-28 01:35:30 main:574] : INFO : Epoch 1989 | loss: 0.0311614 | val_loss: 0.0311709 | Time: 3054.17 ms [2022-02-28 01:35:33 main:574] : INFO : Epoch 1990 | loss: 0.0311598 | val_loss: 0.0311734 | Time: 2927.61 ms [2022-02-28 01:35:36 main:574] : INFO : Epoch 1991 | loss: 0.0311602 | val_loss: 0.031172 | Time: 2956.26 ms [2022-02-28 01:35:39 main:574] : INFO : Epoch 1992 | loss: 0.03116 | val_loss: 0.0311743 | Time: 2926.15 ms [2022-02-28 01:35:41 main:574] : INFO : Epoch 1993 | loss: 0.0311598 | val_loss: 0.0311711 | Time: 2939.38 ms [2022-02-28 01:35:44 main:574] : INFO : Epoch 1994 | loss: 0.0311592 | val_loss: 0.0311718 | Time: 2966.57 ms [2022-02-28 01:35:47 main:574] : INFO : Epoch 1995 | loss: 0.0311593 | val_loss: 0.0311712 | Time: 2886.05 ms [2022-02-28 01:35:50 main:574] : INFO : Epoch 1996 | loss: 0.0311598 | val_loss: 0.0311699 | Time: 2972.4 ms [2022-02-28 01:35:53 main:574] : INFO : Epoch 1997 | loss: 0.0311597 | val_loss: 0.0311732 | Time: 2959.88 ms [2022-02-28 01:35:56 main:574] : INFO : Epoch 1998 | loss: 0.0311604 | val_loss: 0.0311755 | Time: 2869.24 ms [2022-02-28 01:35:59 main:574] : INFO : Epoch 1999 | loss: 0.0311609 | val_loss: 0.0311714 | Time: 2892.52 ms [2022-02-28 01:36:02 main:574] : INFO : Epoch 2000 | loss: 0.0311632 | val_loss: 0.031175 | Time: 2858.55 ms [2022-02-28 01:36:05 main:574] : INFO : Epoch 2001 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 2952.57 ms [2022-02-28 01:36:08 main:574] : INFO : Epoch 2002 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 2909.5 ms [2022-02-28 01:36:11 main:574] : INFO : Epoch 2003 | loss: 0.0311614 | val_loss: 0.0311757 | Time: 2954.14 ms [2022-02-28 01:36:14 main:574] : INFO : Epoch 2004 | loss: 0.0311611 | val_loss: 0.0311785 | Time: 2942.96 ms [2022-02-28 01:36:17 main:574] : INFO : Epoch 2005 | loss: 0.0311598 | val_loss: 0.031177 | Time: 2913.65 ms [2022-02-28 01:36:20 main:574] : INFO : Epoch 2006 | loss: 0.0311587 | val_loss: 0.0311722 | Time: 2945.59 ms [2022-02-28 01:36:22 main:574] : INFO : Epoch 2007 | loss: 0.0311575 | val_loss: 0.0311708 | Time: 2898.93 ms [2022-02-28 01:36:25 main:574] : INFO : Epoch 2008 | loss: 0.0311591 | val_loss: 0.0311733 | Time: 2891.97 ms [2022-02-28 01:36:28 main:574] : INFO : Epoch 2009 | loss: 0.0311594 | val_loss: 0.0311726 | Time: 2968.53 ms [2022-02-28 01:36:31 main:574] : INFO : Epoch 2010 | loss: 0.031158 | val_loss: 0.0311712 | Time: 2962.47 ms [2022-02-28 01:36:34 main:574] : INFO : Epoch 2011 | loss: 0.0311581 | val_loss: 0.0311719 | Time: 2921.9 ms [2022-02-28 01:36:37 main:574] : INFO : Epoch 2012 | loss: 0.0311577 | val_loss: 0.0311719 | Time: 2991.15 ms [2022-02-28 01:36:40 main:574] : INFO : Epoch 2013 | loss: 0.0311578 | val_loss: 0.0311728 | Time: 2938.69 ms [2022-02-28 01:36:43 main:574] : INFO : Epoch 2014 | loss: 0.0311585 | val_loss: 0.0311712 | Time: 2929.65 ms [2022-02-28 01:36:46 main:574] : INFO : Epoch 2015 | loss: 0.0311588 | val_loss: 0.0311748 | Time: 2985.87 ms [2022-02-28 01:36:49 main:574] : INFO : Epoch 2016 | loss: 0.0311607 | val_loss: 0.0311734 | Time: 2952.84 ms [2022-02-28 01:36:52 main:574] : INFO : Epoch 2017 | loss: 0.0311626 | val_loss: 0.0311721 | Time: 2999.82 ms [2022-02-28 01:36:55 main:574] : INFO : Epoch 2018 | loss: 0.0311611 | val_loss: 0.0311688 | Time: 2961.67 ms [2022-02-28 01:36:58 main:574] : INFO : Epoch 2019 | loss: 0.0311634 | val_loss: 0.0311726 | Time: 2928.4 ms [2022-02-28 01:37:01 main:574] : INFO : Epoch 2020 | loss: 0.0311608 | val_loss: 0.0311687 | Time: 2960.37 ms [2022-02-28 01:37:04 main:574] : INFO : Epoch 2021 | loss: 0.031159 | val_loss: 0.0311719 | Time: 3031.25 ms [2022-02-28 01:37:07 main:574] : INFO : Epoch 2022 | loss: 0.0311634 | val_loss: 0.0311707 | Time: 2990.02 ms [2022-02-28 01:37:10 main:574] : INFO : Epoch 2023 | loss: 0.0311589 | val_loss: 0.0311711 | Time: 2972.89 ms [2022-02-28 01:37:13 main:574] : INFO : Epoch 2024 | loss: 0.0311591 | val_loss: 0.0311689 | Time: 3020.86 ms [2022-02-28 01:37:16 main:574] : INFO : Epoch 2025 | loss: 0.0311592 | val_loss: 0.0311715 | Time: 2938.63 ms [2022-02-28 01:37:19 main:574] : INFO : Epoch 2026 | loss: 0.0311593 | val_loss: 0.0311709 | Time: 2936.76 ms [2022-02-28 01:37:22 main:574] : INFO : Epoch 2027 | loss: 0.0311612 | val_loss: 0.0311723 | Time: 2968.97 ms [2022-02-28 01:37:25 main:574] : INFO : Epoch 2028 | loss: 0.031162 | val_loss: 0.0311722 | Time: 2922.93 ms [2022-02-28 01:37:28 main:574] : INFO : Epoch 2029 | loss: 0.0311617 | val_loss: 0.0311711 | Time: 2984.95 ms [2022-02-28 01:37:31 main:574] : INFO : Epoch 2030 | loss: 0.0311609 | val_loss: 0.0311709 | Time: 2953.49 ms [2022-02-28 01:37:34 main:574] : INFO : Epoch 2031 | loss: 0.0311604 | val_loss: 0.0311714 | Time: 2912.87 ms [2022-02-28 01:37:37 main:574] : INFO : Epoch 2032 | loss: 0.0311631 | val_loss: 0.0311753 | Time: 3122.93 ms [2022-02-28 01:37:40 main:574] : INFO : Epoch 2033 | loss: 0.0311675 | val_loss: 0.0311716 | Time: 2985.83 ms [2022-02-28 01:37:43 main:574] : INFO : Epoch 2034 | loss: 0.0311594 | val_loss: 0.0311699 | Time: 2964.99 ms [2022-02-28 01:37:46 main:574] : INFO : Epoch 2035 | loss: 0.0311619 | val_loss: 0.0311704 | Time: 2900.53 ms [2022-02-28 01:37:48 main:574] : INFO : Epoch 2036 | loss: 0.0311625 | val_loss: 0.0311701 | Time: 2860.54 ms [2022-02-28 01:37:51 main:574] : INFO : Epoch 2037 | loss: 0.0311592 | val_loss: 0.0311678 | Time: 2948.37 ms [2022-02-28 01:37:54 main:574] : INFO : Epoch 2038 | loss: 0.0311593 | val_loss: 0.0311684 | Time: 2893.46 ms [2022-02-28 01:37:57 main:574] : INFO : Epoch 2039 | loss: 0.0311588 | val_loss: 0.0311688 | Time: 2914.56 ms [2022-02-28 01:38:00 main:574] : INFO : Epoch 2040 | loss: 0.0311581 | val_loss: 0.031169 | Time: 2924.55 ms [2022-02-28 01:38:03 main:574] : INFO : Epoch 2041 | loss: 0.0311621 | val_loss: 0.0311815 | Time: 2929.53 ms [2022-02-28 01:38:06 main:574] : INFO : Epoch 2042 | loss: 0.0311607 | val_loss: 0.0311706 | Time: 2917.07 ms [2022-02-28 01:38:09 main:574] : INFO : Epoch 2043 | loss: 0.0311592 | val_loss: 0.0311689 | Time: 2977.84 ms [2022-02-28 01:38:12 main:574] : INFO : Epoch 2044 | loss: 0.0311581 | val_loss: 0.0311668 | Time: 2975.2 ms [2022-02-28 01:38:15 main:574] : INFO : Epoch 2045 | loss: 0.0311606 | val_loss: 0.0311676 | Time: 2940.16 ms [2022-02-28 01:38:18 main:574] : INFO : Epoch 2046 | loss: 0.031161 | val_loss: 0.031172 | Time: 2948.28 ms [2022-02-28 01:38:21 main:574] : INFO : Epoch 2047 | loss: 0.03116 | val_loss: 0.0311703 | Time: 2921.57 ms [2022-02-28 01:38:24 main:574] : INFO : Epoch 2048 | loss: 0.0311599 | val_loss: 0.0311701 | Time: 2969.03 ms [2022-02-28 01:38:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311701 [2022-02-28 01:38:24 main:603] : INFO : Saving end state to config to file [2022-02-28 01:38:24 main:608] : INFO : Success, exiting.. 01:38:24 (17812): 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)