Task 13664733
| Name | ParityModified-1647039989-16780-2-0_0 |
| Workunit | 10756995 |
| Created | 23 Mar 2022, 14:17:40 UTC |
| Sent | 30 Mar 2022, 10:52:16 UTC |
| Report deadline | 7 Apr 2022, 10:52:16 UTC |
| Received | 3 Apr 2022, 2:14:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21344 |
| Run time | 1 hours 59 min 36 sec |
| CPU time | 1 hours 50 min 8 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,456.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.33 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -02 18:36:25 main:574] : INFO : Epoch 1542 | loss: 0.0311302 | val_loss: 0.0311626 | Time: 3043.33 ms [2022-04-02 18:36:28 main:574] : INFO : Epoch 1543 | loss: 0.0311302 | val_loss: 0.0311627 | Time: 2854.81 ms [2022-04-02 18:36:31 main:574] : INFO : Epoch 1544 | loss: 0.0311297 | val_loss: 0.0311643 | Time: 2845.25 ms [2022-04-02 18:36:34 main:574] : INFO : Epoch 1545 | loss: 0.0311289 | val_loss: 0.0311627 | Time: 2781.15 ms [2022-04-02 18:36:36 main:574] : INFO : Epoch 1546 | loss: 0.031128 | val_loss: 0.0311632 | Time: 2858.65 ms [2022-04-02 18:36:39 main:574] : INFO : Epoch 1547 | loss: 0.031128 | val_loss: 0.0311625 | Time: 2943.09 ms [2022-04-02 18:36:42 main:574] : INFO : Epoch 1548 | loss: 0.0311274 | val_loss: 0.0311644 | Time: 2953.56 ms [2022-04-02 18:36:45 main:574] : INFO : Epoch 1549 | loss: 0.0311312 | val_loss: 0.0311683 | Time: 2877.62 ms [2022-04-02 18:36:48 main:574] : INFO : Epoch 1550 | loss: 0.0311294 | val_loss: 0.031167 | Time: 2920.31 ms [2022-04-02 18:36:51 main:574] : INFO : Epoch 1551 | loss: 0.0311284 | val_loss: 0.0311604 | Time: 2857.53 ms [2022-04-02 18:36:54 main:574] : INFO : Epoch 1552 | loss: 0.031133 | val_loss: 0.0311647 | Time: 2826.7 ms [2022-04-02 18:36:57 main:574] : INFO : Epoch 1553 | loss: 0.0311301 | val_loss: 0.0311705 | Time: 2847.69 ms [2022-04-02 18:37:00 main:574] : INFO : Epoch 1554 | loss: 0.0311269 | val_loss: 0.0311654 | Time: 2891.08 ms [2022-04-02 18:37:02 main:574] : INFO : Epoch 1555 | loss: 0.0311262 | val_loss: 0.0311647 | Time: 2813.11 ms [2022-04-02 18:37:05 main:574] : INFO : Epoch 1556 | loss: 0.031131 | val_loss: 0.0311628 | Time: 2914.47 ms [2022-04-02 18:37:08 main:574] : INFO : Epoch 1557 | loss: 0.0311287 | val_loss: 0.0311672 | Time: 2845.2 ms [2022-04-02 18:37:11 main:574] : INFO : Epoch 1558 | loss: 0.0311288 | val_loss: 0.0311644 | Time: 2844.37 ms [2022-04-02 18:37:14 main:574] : INFO : Epoch 1559 | loss: 0.0311279 | val_loss: 0.0311649 | Time: 2881.85 ms [2022-04-02 18:37:17 main:574] : INFO : Epoch 1560 | loss: 0.0311259 | val_loss: 0.031167 | Time: 2872.33 ms [2022-04-02 18:37:20 main:574] : INFO : Epoch 1561 | loss: 0.0311261 | val_loss: 0.0311694 | Time: 2897.88 ms [2022-04-02 18:37:23 main:574] : INFO : Epoch 1562 | loss: 0.0311251 | val_loss: 0.0311677 | Time: 2824.69 ms [2022-04-02 18:37:25 main:574] : INFO : Epoch 1563 | loss: 0.031124 | val_loss: 0.0311706 | Time: 2821.38 ms [2022-04-02 18:37:28 main:574] : INFO : Epoch 1564 | loss: 0.0311286 | val_loss: 0.0311693 | Time: 2910.27 ms [2022-04-02 18:37:31 main:574] : INFO : Epoch 1565 | loss: 0.0311314 | val_loss: 0.0311675 | Time: 2840.51 ms [2022-04-02 18:37:34 main:574] : INFO : Epoch 1566 | loss: 0.031128 | val_loss: 0.0311661 | Time: 2812.68 ms [2022-04-02 18:37:37 main:574] : INFO : Epoch 1567 | loss: 0.0311254 | val_loss: 0.03117 | Time: 2786.17 ms [2022-04-02 18:37:40 main:574] : INFO : Epoch 1568 | loss: 0.0311249 | val_loss: 0.0311664 | Time: 2856.98 ms [2022-04-02 18:37:42 main:574] : INFO : Epoch 1569 | loss: 0.0311237 | val_loss: 0.0311621 | Time: 2880.8 ms [2022-04-02 18:37:45 main:574] : INFO : Epoch 1570 | loss: 0.0311243 | val_loss: 0.0311641 | Time: 2893.47 ms [2022-04-02 18:37:48 main:574] : INFO : Epoch 1571 | loss: 0.0311241 | val_loss: 0.0311665 | Time: 2876.67 ms [2022-04-02 18:37:51 main:574] : INFO : Epoch 1572 | loss: 0.031123 | val_loss: 0.0311627 | Time: 2870.34 ms [2022-04-02 18:37:54 main:574] : INFO : Epoch 1573 | loss: 0.0311232 | val_loss: 0.031163 | Time: 2901.66 ms [2022-04-02 18:37:57 main:574] : INFO : Epoch 1574 | loss: 0.0311236 | val_loss: 0.0311615 | Time: 2890.32 ms [2022-04-02 18:38:00 main:574] : INFO : Epoch 1575 | loss: 0.0311244 | val_loss: 0.0311651 | Time: 2886.35 ms [2022-04-02 18:38:03 main:574] : INFO : Epoch 1576 | loss: 0.0311241 | val_loss: 0.0311649 | Time: 2840.34 ms [2022-04-02 18:38:06 main:574] : INFO : Epoch 1577 | loss: 0.031126 | val_loss: 0.0311655 | Time: 2901.96 ms [2022-04-02 18:38:08 main:574] : INFO : Epoch 1578 | loss: 0.0311262 | val_loss: 0.031165 | Time: 2809.22 ms [2022-04-02 18:38:11 main:574] : INFO : Epoch 1579 | loss: 0.0311247 | val_loss: 0.0311677 | Time: 2887.03 ms [2022-04-02 18:38:14 main:574] : INFO : Epoch 1580 | loss: 0.031123 | val_loss: 0.0311661 | Time: 2837.7 ms [2022-04-02 18:38:17 main:574] : INFO : Epoch 1581 | loss: 0.0311229 | val_loss: 0.031164 | Time: 2892.08 ms [2022-04-02 18:38:20 main:574] : INFO : Epoch 1582 | loss: 0.0311226 | val_loss: 0.0311625 | Time: 2907.5 ms [2022-04-02 18:38:23 main:574] : INFO : Epoch 1583 | loss: 0.0311259 | val_loss: 0.0311658 | Time: 2985.03 ms [2022-04-02 18:38:26 main:574] : INFO : Epoch 1584 | loss: 0.0311274 | val_loss: 0.0311662 | Time: 2864.25 ms [2022-04-02 18:38:29 main:574] : INFO : Epoch 1585 | loss: 0.0311298 | val_loss: 0.03117 | Time: 2865.23 ms [2022-04-02 18:38:31 main:574] : INFO : Epoch 1586 | loss: 0.0311278 | val_loss: 0.0311673 | Time: 2831.94 ms [2022-04-02 18:38:34 main:574] : INFO : Epoch 1587 | loss: 0.0311358 | val_loss: 0.0311657 | Time: 2849.5 ms [2022-04-02 18:38:37 main:574] : INFO : Epoch 1588 | loss: 0.031134 | val_loss: 0.0311668 | Time: 2830.83 ms [2022-04-02 18:38:40 main:574] : INFO : Epoch 1589 | loss: 0.0311302 | val_loss: 0.0311653 | Time: 2870.78 ms [2022-04-02 18:38:43 main:574] : INFO : Epoch 1590 | loss: 0.0311286 | val_loss: 0.0311641 | Time: 2864.89 ms [2022-04-02 18:38:46 main:574] : INFO : Epoch 1591 | loss: 0.0311301 | val_loss: 0.0311711 | Time: 2946.98 ms [2022-04-02 18:38:49 main:574] : INFO : Epoch 1592 | loss: 0.0311319 | val_loss: 0.031163 | Time: 2816.2 ms [2022-04-02 18:38:52 main:574] : INFO : Epoch 1593 | loss: 0.03113 | val_loss: 0.0311677 | Time: 2889.14 ms [2022-04-02 18:38:54 main:574] : INFO : Epoch 1594 | loss: 0.0311272 | val_loss: 0.031165 | Time: 2846.22 ms [2022-04-02 18:38:57 main:574] : INFO : Epoch 1595 | loss: 0.0311262 | val_loss: 0.0311668 | Time: 2865.7 ms [2022-04-02 18:39:00 main:574] : INFO : Epoch 1596 | loss: 0.0311259 | val_loss: 0.0311674 | Time: 2867.27 ms [2022-04-02 18:39:03 main:574] : INFO : Epoch 1597 | loss: 0.0311259 | val_loss: 0.0311644 | Time: 2861.61 ms [2022-04-02 18:39:06 main:574] : INFO : Epoch 1598 | loss: 0.0311263 | val_loss: 0.031167 | Time: 2890.34 ms [2022-04-02 18:39:09 main:574] : INFO : Epoch 1599 | loss: 0.0311249 | val_loss: 0.0311665 | Time: 2779.04 ms [2022-04-02 18:39:12 main:574] : INFO : Epoch 1600 | loss: 0.0311242 | val_loss: 0.0311612 | Time: 2917.9 ms [2022-04-02 18:39:15 main:574] : INFO : Epoch 1601 | loss: 0.0311239 | val_loss: 0.0311689 | Time: 2873.14 ms [2022-04-02 18:39:17 main:574] : INFO : Epoch 1602 | loss: 0.0311236 | val_loss: 0.0311643 | Time: 2951.85 ms [2022-04-02 18:39:20 main:574] : INFO : Epoch 1603 | loss: 0.0311262 | val_loss: 0.031171 | Time: 2826.34 ms [2022-04-02 18:39:23 main:574] : INFO : Epoch 1604 | loss: 0.031128 | val_loss: 0.0311654 | Time: 2877.02 ms [2022-04-02 18:39:26 main:574] : INFO : Epoch 1605 | loss: 0.0311264 | val_loss: 0.031166 | Time: 2848.34 ms [2022-04-02 18:39:29 main:574] : INFO : Epoch 1606 | loss: 0.0311249 | val_loss: 0.0311617 | Time: 2868.07 ms [2022-04-02 18:39:32 main:574] : INFO : Epoch 1607 | loss: 0.0311244 | val_loss: 0.0311633 | Time: 3066.13 ms [2022-04-02 18:39:35 main:574] : INFO : Epoch 1608 | loss: 0.0311262 | val_loss: 0.0311674 | Time: 2820.82 ms [2022-04-02 18:39:38 main:574] : INFO : Epoch 1609 | loss: 0.0311372 | val_loss: 0.0311628 | Time: 2866.27 ms [2022-04-02 18:39:41 main:574] : INFO : Epoch 1610 | loss: 0.0311375 | val_loss: 0.0311619 | Time: 2883.61 ms [2022-04-02 18:39:43 main:574] : INFO : Epoch 1611 | loss: 0.0311351 | val_loss: 0.0311618 | Time: 2803.68 ms [2022-04-02 18:39:46 main:574] : INFO : Epoch 1612 | loss: 0.0311304 | val_loss: 0.0311634 | Time: 2882.95 ms [2022-04-02 18:39:49 main:574] : INFO : Epoch 1613 | loss: 0.0311284 | val_loss: 0.0311635 | Time: 2796.47 ms [2022-04-02 18:39:52 main:574] : INFO : Epoch 1614 | loss: 0.0311266 | val_loss: 0.031165 | Time: 2935.56 ms [2022-04-02 18:39:55 main:574] : INFO : Epoch 1615 | loss: 0.0311278 | val_loss: 0.0311655 | Time: 2945.99 ms [2022-04-02 18:39:58 main:574] : INFO : Epoch 1616 | loss: 0.0311267 | val_loss: 0.0311648 | Time: 2817.59 ms [2022-04-02 18:40:01 main:574] : INFO : Epoch 1617 | loss: 0.0311263 | val_loss: 0.0311661 | Time: 2809.91 ms [2022-04-02 18:40:03 main:574] : INFO : Epoch 1618 | loss: 0.0311256 | val_loss: 0.0311649 | Time: 2801.03 ms [2022-04-02 18:40:06 main:574] : INFO : Epoch 1619 | loss: 0.0311255 | val_loss: 0.0311724 | Time: 2908.91 ms [2022-04-02 18:40:09 main:574] : INFO : Epoch 1620 | loss: 0.0311294 | val_loss: 0.0311718 | Time: 2862.99 ms [2022-04-02 18:40:12 main:574] : INFO : Epoch 1621 | loss: 0.0311302 | val_loss: 0.0311639 | Time: 2831.65 ms [2022-04-02 18:40:15 main:574] : INFO : Epoch 1622 | loss: 0.0311273 | val_loss: 0.0311663 | Time: 2894.26 ms [2022-04-02 18:40:18 main:574] : INFO : Epoch 1623 | loss: 0.0311263 | val_loss: 0.0311638 | Time: 2813.18 ms [2022-04-02 18:40:21 main:574] : INFO : Epoch 1624 | loss: 0.0311291 | val_loss: 0.0311672 | Time: 2820.25 ms [2022-04-02 18:40:23 main:574] : INFO : Epoch 1625 | loss: 0.0311294 | val_loss: 0.0311664 | Time: 2864.68 ms [2022-04-02 18:40:26 main:574] : INFO : Epoch 1626 | loss: 0.0311292 | val_loss: 0.0311675 | Time: 2852.33 ms [2022-04-02 18:40:29 main:574] : INFO : Epoch 1627 | loss: 0.0311284 | val_loss: 0.0311686 | Time: 2855.28 ms [2022-04-02 18:40:32 main:574] : INFO : Epoch 1628 | loss: 0.0311275 | val_loss: 0.0311668 | Time: 2771.79 ms [2022-04-02 18:40:35 main:574] : INFO : Epoch 1629 | loss: 0.0311264 | val_loss: 0.0311672 | Time: 2847.48 ms [2022-04-02 18:40:38 main:574] : INFO : Epoch 1630 | loss: 0.0311252 | val_loss: 0.031167 | Time: 2828.37 ms [2022-04-02 18:40:40 main:574] : INFO : Epoch 1631 | loss: 0.0311249 | val_loss: 0.0311657 | Time: 2894.1 ms [2022-04-02 18:40:43 main:574] : INFO : Epoch 1632 | loss: 0.0311268 | val_loss: 0.0311668 | Time: 2861.03 ms [2022-04-02 18:40:46 main:574] : INFO : Epoch 1633 | loss: 0.0311275 | val_loss: 0.0311706 | Time: 2863.45 ms [2022-04-02 18:40:49 main:574] : INFO : Epoch 1634 | loss: 0.031129 | val_loss: 0.0311655 | Time: 2820.02 ms [2022-04-02 18:40:52 main:574] : INFO : Epoch 1635 | loss: 0.0311297 | val_loss: 0.0311704 | Time: 2821.93 ms [2022-04-02 18:40:55 main:574] : INFO : Epoch 1636 | loss: 0.0311292 | val_loss: 0.0311674 | Time: 2865.83 ms [2022-04-02 18:40:58 main:574] : INFO : Epoch 1637 | loss: 0.0311278 | val_loss: 0.0311677 | Time: 2873.2 ms [2022-04-02 18:41:01 main:574] : INFO : Epoch 1638 | loss: 0.0311291 | val_loss: 0.0311649 | Time: 2960.57 ms [2022-04-02 18:41:03 main:574] : INFO : Epoch 1639 | loss: 0.031129 | val_loss: 0.0311687 | Time: 2903.51 ms [2022-04-02 18:41:06 main:574] : INFO : Epoch 1640 | loss: 0.0311271 | val_loss: 0.0311644 | Time: 2827.99 ms [2022-04-02 18:41:09 main:574] : INFO : Epoch 1641 | loss: 0.0311248 | val_loss: 0.0311667 | Time: 2858.16 ms [2022-04-02 18:41:12 main:574] : INFO : Epoch 1642 | loss: 0.0311267 | val_loss: 0.0311687 | Time: 2907.86 ms [2022-04-02 18:41:15 main:574] : INFO : Epoch 1643 | loss: 0.0311284 | val_loss: 0.031173 | Time: 2906.95 ms [2022-04-02 18:41:18 main:574] : INFO : Epoch 1644 | loss: 0.0311302 | val_loss: 0.0311701 | Time: 2837.15 ms [2022-04-02 18:41:21 main:574] : INFO : Epoch 1645 | loss: 0.0311295 | val_loss: 0.0311657 | Time: 2919.74 ms [2022-04-02 18:41:24 main:574] : INFO : Epoch 1646 | loss: 0.0311268 | val_loss: 0.0311678 | Time: 2864.44 ms [2022-04-02 18:41:27 main:574] : INFO : Epoch 1647 | loss: 0.0311252 | val_loss: 0.0311732 | Time: 2919.23 ms [2022-04-02 18:41:29 main:574] : INFO : Epoch 1648 | loss: 0.031127 | val_loss: 0.0311667 | Time: 2820.43 ms [2022-04-02 18:41:32 main:574] : INFO : Epoch 1649 | loss: 0.0311281 | val_loss: 0.031164 | Time: 2852.65 ms [2022-04-02 18:41:35 main:574] : INFO : Epoch 1650 | loss: 0.0311322 | val_loss: 0.0311648 | Time: 2856.08 ms [2022-04-02 18:41:38 main:574] : INFO : Epoch 1651 | loss: 0.0311412 | val_loss: 0.0311631 | Time: 2823.46 ms [2022-04-02 18:41:41 main:574] : INFO : Epoch 1652 | loss: 0.031136 | val_loss: 0.0311647 | Time: 2949.49 ms [2022-04-02 18:41:44 main:574] : INFO : Epoch 1653 | loss: 0.031134 | val_loss: 0.0311666 | Time: 2817.87 ms [2022-04-02 18:41:46 main:574] : INFO : Epoch 1654 | loss: 0.0311334 | val_loss: 0.0311636 | Time: 2788.35 ms [2022-04-02 18:41:49 main:574] : INFO : Epoch 1655 | loss: 0.0311346 | val_loss: 0.0311666 | Time: 2825.49 ms [2022-04-02 18:41:52 main:574] : INFO : Epoch 1656 | loss: 0.0311376 | val_loss: 0.0311658 | Time: 2757.57 ms [2022-04-02 18:41:55 main:574] : INFO : Epoch 1657 | loss: 0.0311352 | val_loss: 0.0311617 | Time: 2921.06 ms [2022-04-02 18:41:58 main:574] : INFO : Epoch 1658 | loss: 0.0311329 | val_loss: 0.031163 | Time: 2878.55 ms [2022-04-02 18:42:01 main:574] : INFO : Epoch 1659 | loss: 0.0311335 | val_loss: 0.0311673 | Time: 2844.91 ms [2022-04-02 18:42:04 main:574] : INFO : Epoch 1660 | loss: 0.031133 | val_loss: 0.0311634 | Time: 2935.26 ms [2022-04-02 18:42:07 main:574] : INFO : Epoch 1661 | loss: 0.0311323 | val_loss: 0.0311649 | Time: 3191.22 ms [2022-04-02 18:42:10 main:574] : INFO : Epoch 1662 | loss: 0.0311317 | val_loss: 0.0311636 | Time: 3583.55 ms [2022-04-02 18:42:14 main:574] : INFO : Epoch 1663 | loss: 0.0311307 | val_loss: 0.0311699 | Time: 3553 ms [2022-04-02 18:42:17 main:574] : INFO : Epoch 1664 | loss: 0.0311313 | val_loss: 0.0311695 | Time: 3453.78 ms [2022-04-02 18:42:21 main:574] : INFO : Epoch 1665 | loss: 0.0311294 | val_loss: 0.0311693 | Time: 3491.55 ms [2022-04-02 18:42:24 main:574] : INFO : Epoch 1666 | loss: 0.0311301 | val_loss: 0.0311739 | Time: 3496.31 ms [2022-04-02 18:42:28 main:574] : INFO : Epoch 1667 | loss: 0.0311306 | val_loss: 0.0311686 | Time: 3492.83 ms [2022-04-02 18:42:31 main:574] : INFO : Epoch 1668 | loss: 0.0311299 | val_loss: 0.0311712 | Time: 3543.41 ms [2022-04-02 18:42:35 main:574] : INFO : Epoch 1669 | loss: 0.0311347 | val_loss: 0.0311657 | Time: 3415.15 ms [2022-04-02 18:42:38 main:574] : INFO : Epoch 1670 | loss: 0.0311348 | val_loss: 0.0311677 | Time: 3541.06 ms [2022-04-02 18:42:42 main:574] : INFO : Epoch 1671 | loss: 0.0311325 | val_loss: 0.0311682 | Time: 3521.48 ms [2022-04-02 18:42:46 main:574] : INFO : Epoch 1672 | loss: 0.0311301 | val_loss: 0.0311725 | Time: 3597.88 ms [2022-04-02 18:42:49 main:574] : INFO : Epoch 1673 | loss: 0.0311304 | val_loss: 0.0311733 | Time: 3419 ms [2022-04-02 18:42:53 main:574] : INFO : Epoch 1674 | loss: 0.0311332 | val_loss: 0.0311736 | Time: 4155.84 ms [2022-04-02 18:42:57 main:574] : INFO : Epoch 1675 | loss: 0.0311355 | val_loss: 0.031174 | Time: 3753.46 ms [2022-04-02 18:43:00 main:574] : INFO : Epoch 1676 | loss: 0.0311376 | val_loss: 0.0311767 | Time: 3555.66 ms [2022-04-02 18:43:04 main:574] : INFO : Epoch 1677 | loss: 0.0311329 | val_loss: 0.031172 | Time: 3594.54 ms [2022-04-02 18:43:08 main:574] : INFO : Epoch 1678 | loss: 0.0311284 | val_loss: 0.0311702 | Time: 3544.9 ms [2022-04-02 18:43:11 main:574] : INFO : Epoch 1679 | loss: 0.0311292 | val_loss: 0.031167 | Time: 3777.62 ms [2022-04-02 18:43:15 main:574] : INFO : Epoch 1680 | loss: 0.0311278 | val_loss: 0.0311672 | Time: 3659.16 ms [2022-04-02 18:43:19 main:574] : INFO : Epoch 1681 | loss: 0.031128 | val_loss: 0.0311704 | Time: 3780.41 ms [2022-04-02 18:43:23 main:574] : INFO : Epoch 1682 | loss: 0.0311266 | val_loss: 0.0311691 | Time: 3805.59 ms [2022-04-02 18:43:27 main:574] : INFO : Epoch 1683 | loss: 0.0311264 | val_loss: 0.0311731 | Time: 4283.82 ms [2022-04-02 18:43:31 main:574] : INFO : Epoch 1684 | loss: 0.0311263 | val_loss: 0.0311706 | Time: 3935.51 ms [2022-04-02 18:43:35 main:574] : INFO : Epoch 1685 | loss: 0.0311242 | val_loss: 0.0311685 | Time: 3682.4 ms [2022-04-02 18:43:38 main:574] : INFO : Epoch 1686 | loss: 0.0311254 | val_loss: 0.0311682 | Time: 3519.96 ms [2022-04-02 18:43:42 main:574] : INFO : Epoch 1687 | loss: 0.031123 | val_loss: 0.0311692 | Time: 3770.8 ms [2022-04-02 18:43:45 main:574] : INFO : Epoch 1688 | loss: 0.031125 | val_loss: 0.0311746 | Time: 3363.86 ms [2022-04-02 18:43:49 main:574] : INFO : Epoch 1689 | loss: 0.0311276 | val_loss: 0.0311716 | Time: 3576.13 ms [2022-04-02 18:43:52 main:574] : INFO : Epoch 1690 | loss: 0.0311269 | val_loss: 0.0311654 | Time: 3588.59 ms [2022-04-02 18:43:56 main:574] : INFO : Epoch 1691 | loss: 0.0311291 | val_loss: 0.0311678 | Time: 3533.92 ms [2022-04-02 18:43:59 main:574] : INFO : Epoch 1692 | loss: 0.031129 | val_loss: 0.0311677 | Time: 3441.99 ms [2022-04-02 18:44:03 main:574] : INFO : Epoch 1693 | loss: 0.0311295 | val_loss: 0.0311663 | Time: 3599.94 ms [2022-04-02 18:44:06 main:574] : INFO : Epoch 1694 | loss: 0.0311304 | val_loss: 0.0311667 | Time: 3509.16 ms [2022-04-02 18:44:10 main:574] : INFO : Epoch 1695 | loss: 0.0311281 | val_loss: 0.0311715 | Time: 3568.4 ms [2022-04-02 18:44:14 main:574] : INFO : Epoch 1696 | loss: 0.0311289 | val_loss: 0.0311669 | Time: 3549.52 ms [2022-04-02 18:44:17 main:574] : INFO : Epoch 1697 | loss: 0.0311345 | val_loss: 0.0311705 | Time: 3546.61 ms [2022-04-02 18:44:21 main:574] : INFO : Epoch 1698 | loss: 0.0311337 | val_loss: 0.0311649 | Time: 3632.81 ms [2022-04-02 18:44:24 main:574] : INFO : Epoch 1699 | loss: 0.0311389 | val_loss: 0.0311653 | Time: 3530.25 ms [2022-04-02 18:44:28 main:574] : INFO : Epoch 1700 | loss: 0.0311374 | val_loss: 0.031164 | Time: 3636.55 ms [2022-04-02 18:44:32 main:574] : INFO : Epoch 1701 | loss: 0.0311391 | val_loss: 0.0311632 | Time: 3637.26 ms [2022-04-02 18:44:35 main:574] : INFO : Epoch 1702 | loss: 0.0311339 | val_loss: 0.0311632 | Time: 3541.29 ms [2022-04-02 18:44:39 main:574] : INFO : Epoch 1703 | loss: 0.0311307 | val_loss: 0.0311623 | Time: 3565.58 ms [2022-04-02 18:44:42 main:574] : INFO : Epoch 1704 | loss: 0.0311291 | val_loss: 0.0311639 | Time: 3494.04 ms [2022-04-02 18:44:46 main:574] : INFO : Epoch 1705 | loss: 0.0311358 | val_loss: 0.0311634 | Time: 3598.52 ms [2022-04-02 18:44:49 main:574] : INFO : Epoch 1706 | loss: 0.0311338 | val_loss: 0.0311633 | Time: 3498.48 ms [2022-04-02 18:44:53 main:574] : INFO : Epoch 1707 | loss: 0.0311315 | val_loss: 0.0311608 | Time: 3575.76 ms [2022-04-02 18:44:56 main:574] : INFO : Epoch 1708 | loss: 0.0311349 | val_loss: 0.0311623 | Time: 3508.67 ms [2022-04-02 18:45:00 main:574] : INFO : Epoch 1709 | loss: 0.0311415 | val_loss: 0.031163 | Time: 3482.96 ms [2022-04-02 18:45:04 main:574] : INFO : Epoch 1710 | loss: 0.0311373 | val_loss: 0.0311623 | Time: 3571.7 ms [2022-04-02 18:45:07 main:574] : INFO : Epoch 1711 | loss: 0.0311333 | val_loss: 0.0311611 | Time: 3485.44 ms [2022-04-02 18:45:10 main:574] : INFO : Epoch 1712 | loss: 0.0311314 | val_loss: 0.0311632 | Time: 3489.55 ms [2022-04-02 18:45:14 main:574] : INFO : Epoch 1713 | loss: 0.0311307 | val_loss: 0.0311639 | Time: 3504.47 ms [2022-04-02 18:45:18 main:574] : INFO : Epoch 1714 | loss: 0.0311318 | val_loss: 0.0311631 | Time: 3642.95 ms [2022-04-02 18:45:21 main:574] : INFO : Epoch 1715 | loss: 0.0311343 | val_loss: 0.0311678 | Time: 3510.58 ms [2022-04-02 18:45:25 main:574] : INFO : Epoch 1716 | loss: 0.031135 | val_loss: 0.0311682 | Time: 3436.92 ms [2022-04-02 18:45:28 main:574] : INFO : Epoch 1717 | loss: 0.0311328 | val_loss: 0.0311626 | Time: 3562.95 ms [2022-04-02 18:45:32 main:574] : INFO : Epoch 1718 | loss: 0.0311302 | val_loss: 0.0311656 | Time: 3504.95 ms [2022-04-02 18:45:35 main:574] : INFO : Epoch 1719 | loss: 0.0311287 | val_loss: 0.0311644 | Time: 3580.53 ms [2022-04-02 18:45:39 main:574] : INFO : Epoch 1720 | loss: 0.0311297 | val_loss: 0.0311675 | Time: 3436.66 ms [2022-04-02 18:45:42 main:574] : INFO : Epoch 1721 | loss: 0.03113 | val_loss: 0.0311674 | Time: 3497.78 ms [2022-04-02 18:45:46 main:574] : INFO : Epoch 1722 | loss: 0.0311273 | val_loss: 0.0311641 | Time: 3398.89 ms [2022-04-02 18:45:49 main:574] : INFO : Epoch 1723 | loss: 0.0311267 | val_loss: 0.0311645 | Time: 3548.35 ms [2022-04-02 18:45:53 main:574] : INFO : Epoch 1724 | loss: 0.0311268 | val_loss: 0.0311672 | Time: 3567.25 ms [2022-04-02 18:45:56 main:574] : INFO : Epoch 1725 | loss: 0.0311273 | val_loss: 0.0311684 | Time: 3484.71 ms [2022-04-02 18:46:00 main:574] : INFO : Epoch 1726 | loss: 0.0311291 | val_loss: 0.0311645 | Time: 3529.71 ms [2022-04-02 18:46:03 main:574] : INFO : Epoch 1727 | loss: 0.0311271 | val_loss: 0.0311642 | Time: 3544.69 ms [2022-04-02 18:46:07 main:574] : INFO : Epoch 1728 | loss: 0.031125 | val_loss: 0.0311648 | Time: 3598.24 ms [2022-04-02 18:46:10 main:574] : INFO : Epoch 1729 | loss: 0.0311233 | val_loss: 0.0311708 | Time: 3472.22 ms [2022-04-02 18:46:14 main:574] : INFO : Epoch 1730 | loss: 0.0311265 | val_loss: 0.0311703 | Time: 3552.98 ms [2022-04-02 18:46:18 main:574] : INFO : Epoch 1731 | loss: 0.031126 | val_loss: 0.031166 | Time: 3601.38 ms [2022-04-02 18:46:21 main:574] : INFO : Epoch 1732 | loss: 0.0311227 | val_loss: 0.031168 | Time: 3497.53 ms [2022-04-02 18:46:25 main:574] : INFO : Epoch 1733 | loss: 0.0311246 | val_loss: 0.0311696 | Time: 3551.01 ms [2022-04-02 18:46:28 main:574] : INFO : Epoch 1734 | loss: 0.0311263 | val_loss: 0.0311689 | Time: 3508.07 ms [2022-04-02 18:46:32 main:574] : INFO : Epoch 1735 | loss: 0.0311273 | val_loss: 0.0311691 | Time: 3550.32 ms [2022-04-02 18:46:35 main:574] : INFO : Epoch 1736 | loss: 0.0311249 | val_loss: 0.0311689 | Time: 3522.87 ms [2022-04-02 18:46:39 main:574] : INFO : Epoch 1737 | loss: 0.0311245 | val_loss: 0.0311605 | Time: 3473.49 ms [2022-04-02 18:46:42 main:574] : INFO : Epoch 1738 | loss: 0.0311245 | val_loss: 0.0311632 | Time: 3515.18 ms [2022-04-02 18:46:46 main:574] : INFO : Epoch 1739 | loss: 0.0311251 | val_loss: 0.0311652 | Time: 3529.01 ms [2022-04-02 18:46:49 main:574] : INFO : Epoch 1740 | loss: 0.0311232 | val_loss: 0.0311662 | Time: 3501.62 ms [2022-04-02 18:46:53 main:574] : INFO : Epoch 1741 | loss: 0.0311259 | val_loss: 0.0311734 | Time: 3491.4 ms [2022-04-02 18:46:56 main:574] : INFO : Epoch 1742 | loss: 0.0311286 | val_loss: 0.0311665 | Time: 3605.72 ms [2022-04-02 18:47:00 main:574] : INFO : Epoch 1743 | loss: 0.0311277 | val_loss: 0.0311702 | Time: 3492.37 ms [2022-04-02 18:47:03 main:574] : INFO : Epoch 1744 | loss: 0.0311251 | val_loss: 0.0311679 | Time: 3593.57 ms [2022-04-02 18:47:07 main:574] : INFO : Epoch 1745 | loss: 0.0311251 | val_loss: 0.0311702 | Time: 3453.99 ms [2022-04-02 18:47:10 main:574] : INFO : Epoch 1746 | loss: 0.0311267 | val_loss: 0.0311703 | Time: 3554.33 ms [2022-04-02 18:47:14 main:574] : INFO : Epoch 1747 | loss: 0.031125 | val_loss: 0.0311623 | Time: 3584.89 ms [2022-04-02 18:47:18 main:574] : INFO : Epoch 1748 | loss: 0.0311331 | val_loss: 0.0311815 | Time: 3536.04 ms [2022-04-02 18:47:21 main:574] : INFO : Epoch 1749 | loss: 0.0311572 | val_loss: 0.0311748 | Time: 3523.99 ms [2022-04-02 18:47:25 main:574] : INFO : Epoch 1750 | loss: 0.0311479 | val_loss: 0.0311698 | Time: 3514.18 ms [2022-04-02 18:47:28 main:574] : INFO : Epoch 1751 | loss: 0.0311429 | val_loss: 0.0311653 | Time: 3500.23 ms [2022-04-02 18:47:32 main:574] : INFO : Epoch 1752 | loss: 0.0311412 | val_loss: 0.031164 | Time: 3465.54 ms [2022-04-02 18:47:35 main:574] : INFO : Epoch 1753 | loss: 0.0311379 | val_loss: 0.0311663 | Time: 3493.19 ms [2022-04-02 18:47:39 main:574] : INFO : Epoch 1754 | loss: 0.0311378 | val_loss: 0.0311743 | Time: 3668.4 ms [2022-04-02 18:47:43 main:574] : INFO : Epoch 1755 | loss: 0.0311407 | val_loss: 0.0311757 | Time: 3825.16 ms [2022-04-02 18:47:46 main:574] : INFO : Epoch 1756 | loss: 0.031142 | val_loss: 0.0311741 | Time: 3646.25 ms [2022-04-02 18:47:50 main:574] : INFO : Epoch 1757 | loss: 0.0311406 | val_loss: 0.0311677 | Time: 3383.33 ms [2022-04-02 18:47:53 main:574] : INFO : Epoch 1758 | loss: 0.0311374 | val_loss: 0.031171 | Time: 3554.04 ms [2022-04-02 18:47:57 main:574] : INFO : Epoch 1759 | loss: 0.0311373 | val_loss: 0.0311684 | Time: 3816.24 ms [2022-04-02 18:48:01 main:574] : INFO : Epoch 1760 | loss: 0.031136 | val_loss: 0.0311681 | Time: 4314.27 ms [2022-04-02 18:48:06 main:574] : INFO : Epoch 1761 | loss: 0.0311379 | val_loss: 0.0311657 | Time: 4395.93 ms [2022-04-02 18:48:09 main:574] : INFO : Epoch 1762 | loss: 0.031137 | val_loss: 0.0311646 | Time: 3755.77 ms [2022-04-02 18:48:13 main:574] : INFO : Epoch 1763 | loss: 0.0311413 | val_loss: 0.0311678 | Time: 3850.84 ms [2022-04-02 18:48:17 main:574] : INFO : Epoch 1764 | loss: 0.0311417 | val_loss: 0.031172 | Time: 3718.7 ms [2022-04-02 18:48:21 main:574] : INFO : Epoch 1765 | loss: 0.0311487 | val_loss: 0.0311713 | Time: 3844.93 ms [2022-04-02 18:48:25 main:574] : INFO : Epoch 1766 | loss: 0.0311506 | val_loss: 0.0311729 | Time: 3889.16 ms [2022-04-02 18:48:29 main:574] : INFO : Epoch 1767 | loss: 0.031149 | val_loss: 0.0311693 | Time: 3780.57 ms [2022-04-02 18:48:32 main:574] : INFO : Epoch 1768 | loss: 0.0311458 | val_loss: 0.0311665 | Time: 3878.55 ms [2022-04-02 18:48:36 main:574] : INFO : Epoch 1769 | loss: 0.0311453 | val_loss: 0.0311656 | Time: 3926.31 ms [2022-04-02 18:48:40 main:574] : INFO : Epoch 1770 | loss: 0.0311433 | val_loss: 0.0311627 | Time: 3701.21 ms [2022-04-02 18:48:44 main:574] : INFO : Epoch 1771 | loss: 0.0311421 | val_loss: 0.0311609 | Time: 3693.48 ms [2022-04-02 18:48:57 main:574] : INFO : Epoch 1772 | loss: 0.031141 | val_loss: 0.0311622 | Time: 13683.7 ms [2022-04-02 18:49:01 main:574] : INFO : Epoch 1773 | loss: 0.0311399 | val_loss: 0.0311644 | Time: 3525 ms [2022-04-02 18:49:05 main:574] : INFO : Epoch 1774 | loss: 0.0311388 | val_loss: 0.0311601 | Time: 3538.94 ms [2022-04-02 18:49:08 main:574] : INFO : Epoch 1775 | loss: 0.0311402 | val_loss: 0.0311609 | Time: 3588.92 ms [2022-04-02 18:49:12 main:574] : INFO : Epoch 1776 | loss: 0.0311408 | val_loss: 0.0311615 | Time: 3556.33 ms [2022-04-02 18:49:15 main:574] : INFO : Epoch 1777 | loss: 0.0311393 | val_loss: 0.0311649 | Time: 3551.21 ms [2022-04-02 18:49:19 main:574] : INFO : Epoch 1778 | loss: 0.0311404 | val_loss: 0.0311695 | Time: 3601.02 ms [2022-04-02 18:49:22 main:574] : INFO : Epoch 1779 | loss: 0.031142 | val_loss: 0.0311673 | Time: 3341.9 ms [2022-04-02 18:49:26 main:574] : INFO : Epoch 1780 | loss: 0.0311415 | val_loss: 0.0311617 | Time: 3576.14 ms [2022-04-02 18:49:29 main:574] : INFO : Epoch 1781 | loss: 0.0311437 | val_loss: 0.0311601 | Time: 3587.86 ms [2022-04-02 18:49:33 main:574] : INFO : Epoch 1782 | loss: 0.0311438 | val_loss: 0.0311638 | Time: 3733.61 ms [2022-04-02 18:49:37 main:574] : INFO : Epoch 1783 | loss: 0.0311459 | val_loss: 0.0311652 | Time: 3553.45 ms [2022-04-02 18:49:40 main:574] : INFO : Epoch 1784 | loss: 0.031149 | val_loss: 0.0311624 | Time: 3509.69 ms [2022-04-02 18:49:44 main:574] : INFO : Epoch 1785 | loss: 0.031145 | val_loss: 0.031163 | Time: 3577.97 ms [2022-04-02 18:49:47 main:574] : INFO : Epoch 1786 | loss: 0.0311422 | val_loss: 0.0311662 | Time: 3526.86 ms [2022-04-02 18:49:51 main:574] : INFO : Epoch 1787 | loss: 0.0311409 | val_loss: 0.0311665 | Time: 3501.14 ms [2022-04-02 18:49:54 main:574] : INFO : Epoch 1788 | loss: 0.0311439 | val_loss: 0.0311645 | Time: 3592.25 ms [2022-04-02 18:49:58 main:574] : INFO : Epoch 1789 | loss: 0.0311411 | val_loss: 0.0311603 | Time: 3564.39 ms [2022-04-02 18:50:02 main:574] : INFO : Epoch 1790 | loss: 0.0311429 | val_loss: 0.0311659 | Time: 3596.14 ms [2022-04-02 18:50:05 main:574] : INFO : Epoch 1791 | loss: 0.0311436 | val_loss: 0.0311604 | Time: 3443.04 ms [2022-04-02 18:50:09 main:574] : INFO : Epoch 1792 | loss: 0.0311407 | val_loss: 0.0311605 | Time: 3688.24 ms [2022-04-02 18:50:12 main:574] : INFO : Epoch 1793 | loss: 0.0311447 | val_loss: 0.0311664 | Time: 3552.6 ms [2022-04-02 18:50:16 main:574] : INFO : Epoch 1794 | loss: 0.0311461 | val_loss: 0.0311639 | Time: 3510.5 ms [2022-04-02 18:50:19 main:574] : INFO : Epoch 1795 | loss: 0.0311451 | val_loss: 0.0311586 | Time: 3484.45 ms [2022-04-02 18:50:23 main:574] : INFO : Epoch 1796 | loss: 0.0311407 | val_loss: 0.0311643 | Time: 3555.59 ms [2022-04-02 18:50:26 main:574] : INFO : Epoch 1797 | loss: 0.031141 | val_loss: 0.0311623 | Time: 3477.03 ms [2022-04-02 18:50:30 main:574] : INFO : Epoch 1798 | loss: 0.0311418 | val_loss: 0.0311606 | Time: 3517.3 ms [2022-04-02 18:50:33 main:574] : INFO : Epoch 1799 | loss: 0.0311394 | val_loss: 0.0311636 | Time: 3589.01 ms [2022-04-02 18:50:37 main:574] : INFO : Epoch 1800 | loss: 0.0311372 | val_loss: 0.0311628 | Time: 3471.75 ms [2022-04-02 18:50:40 main:574] : INFO : Epoch 1801 | loss: 0.0311356 | val_loss: 0.0311602 | Time: 3553.58 ms [2022-04-02 18:50:44 main:574] : INFO : Epoch 1802 | loss: 0.0311374 | val_loss: 0.0311618 | Time: 3767.14 ms [2022-04-02 18:50:48 main:574] : INFO : Epoch 1803 | loss: 0.0311387 | val_loss: 0.0311622 | Time: 3822.97 ms [2022-04-02 18:50:52 main:574] : INFO : Epoch 1804 | loss: 0.0311378 | val_loss: 0.0311614 | Time: 3803.14 ms [2022-04-02 18:50:55 main:574] : INFO : Epoch 1805 | loss: 0.0311378 | val_loss: 0.0311622 | Time: 3599.3 ms [2022-04-02 18:50:59 main:574] : INFO : Epoch 1806 | loss: 0.0311361 | val_loss: 0.031161 | Time: 3529.25 ms [2022-04-02 18:51:03 main:574] : INFO : Epoch 1807 | loss: 0.031139 | val_loss: 0.0311599 | Time: 3530.7 ms [2022-04-02 18:51:06 main:574] : INFO : Epoch 1808 | loss: 0.0311354 | val_loss: 0.0311575 | Time: 3632.93 ms [2022-04-02 18:51:10 main:574] : INFO : Epoch 1809 | loss: 0.0311334 | val_loss: 0.0311555 | Time: 3522.77 ms [2022-04-02 18:51:13 main:574] : INFO : Epoch 1810 | loss: 0.0311356 | val_loss: 0.0311565 | Time: 3582.59 ms [2022-04-02 18:51:17 main:574] : INFO : Epoch 1811 | loss: 0.0311358 | val_loss: 0.031157 | Time: 3678.09 ms [2022-04-02 18:51:21 main:574] : INFO : Epoch 1812 | loss: 0.0311343 | val_loss: 0.0311567 | Time: 3913.5 ms [2022-04-02 18:51:25 main:574] : INFO : Epoch 1813 | loss: 0.0311343 | val_loss: 0.031158 | Time: 3881.6 ms [2022-04-02 18:51:28 main:574] : INFO : Epoch 1814 | loss: 0.031135 | val_loss: 0.031159 | Time: 3669.23 ms [2022-04-02 18:51:32 main:574] : INFO : Epoch 1815 | loss: 0.0311369 | val_loss: 0.0311583 | Time: 3624.66 ms [2022-04-02 18:51:36 main:574] : INFO : Epoch 1816 | loss: 0.0311384 | val_loss: 0.0311583 | Time: 3566.6 ms [2022-04-02 18:51:39 main:574] : INFO : Epoch 1817 | loss: 0.0311418 | val_loss: 0.0311623 | Time: 3500.92 ms [2022-04-02 18:51:43 main:574] : INFO : Epoch 1818 | loss: 0.0311439 | val_loss: 0.0311583 | Time: 3555 ms [2022-04-02 18:51:46 main:574] : INFO : Epoch 1819 | loss: 0.0311476 | val_loss: 0.0311617 | Time: 3507.98 ms [2022-04-02 18:51:50 main:574] : INFO : Epoch 1820 | loss: 0.0311475 | val_loss: 0.0311609 | Time: 3621.14 ms [2022-04-02 18:51:53 main:574] : INFO : Epoch 1821 | loss: 0.0311477 | val_loss: 0.0311727 | Time: 3620.49 ms [2022-04-02 18:51:57 main:574] : INFO : Epoch 1822 | loss: 0.0311524 | val_loss: 0.0311689 | Time: 3716.06 ms [2022-04-02 18:52:01 main:574] : INFO : Epoch 1823 | loss: 0.0311526 | val_loss: 0.0311718 | Time: 3544.01 ms [2022-04-02 18:52:04 main:574] : INFO : Epoch 1824 | loss: 0.0311563 | val_loss: 0.0311697 | Time: 3622.21 ms [2022-04-02 18:52:08 main:574] : INFO : Epoch 1825 | loss: 0.0311556 | val_loss: 0.0311721 | Time: 3448.59 ms [2022-04-02 18:52:11 main:574] : INFO : Epoch 1826 | loss: 0.0311488 | val_loss: 0.0311664 | Time: 3583.1 ms [2022-04-02 18:52:15 main:574] : INFO : Epoch 1827 | loss: 0.0311455 | val_loss: 0.0311646 | Time: 3610.05 ms [2022-04-02 18:52:19 main:574] : INFO : Epoch 1828 | loss: 0.0311434 | val_loss: 0.0311628 | Time: 3557.13 ms [2022-04-02 18:52:22 main:574] : INFO : Epoch 1829 | loss: 0.0311466 | val_loss: 0.0311701 | Time: 3543.58 ms [2022-04-02 18:52:26 main:574] : INFO : Epoch 1830 | loss: 0.0311444 | val_loss: 0.0311624 | Time: 3577.08 ms [2022-04-02 18:52:29 main:574] : INFO : Epoch 1831 | loss: 0.0311397 | val_loss: 0.0311615 | Time: 3612.5 ms [2022-04-02 18:52:33 main:574] : INFO : Epoch 1832 | loss: 0.0311412 | val_loss: 0.0311627 | Time: 3586.15 ms [2022-04-02 18:52:36 main:574] : INFO : Epoch 1833 | loss: 0.0311395 | val_loss: 0.0311608 | Time: 3459.47 ms [2022-04-02 18:52:40 main:574] : INFO : Epoch 1834 | loss: 0.0311401 | val_loss: 0.0311617 | Time: 4000.99 ms [2022-04-02 18:52:44 main:574] : INFO : Epoch 1835 | loss: 0.031137 | val_loss: 0.031162 | Time: 3803.13 ms [2022-04-02 18:52:48 main:574] : INFO : Epoch 1836 | loss: 0.0311363 | val_loss: 0.0311634 | Time: 4001.28 ms [2022-04-02 18:52:52 main:574] : INFO : Epoch 1837 | loss: 0.0311359 | val_loss: 0.0311616 | Time: 3939.75 ms [2022-04-02 18:52:56 main:574] : INFO : Epoch 1838 | loss: 0.0311368 | val_loss: 0.0311667 | Time: 3870.59 ms [2022-04-02 18:53:00 main:574] : INFO : Epoch 1839 | loss: 0.0311361 | val_loss: 0.03116 | Time: 3871.99 ms [2022-04-02 18:53:04 main:574] : INFO : Epoch 1840 | loss: 0.0311352 | val_loss: 0.0311602 | Time: 3767.96 ms [2022-04-02 18:53:08 main:574] : INFO : Epoch 1841 | loss: 0.0311333 | val_loss: 0.0311616 | Time: 3903.24 ms [2022-04-02 18:53:11 main:574] : INFO : Epoch 1842 | loss: 0.0311332 | val_loss: 0.0311648 | Time: 3860.04 ms [2022-04-02 18:53:15 main:574] : INFO : Epoch 1843 | loss: 0.0311331 | val_loss: 0.031164 | Time: 3904.34 ms [2022-04-02 18:53:19 main:574] : INFO : Epoch 1844 | loss: 0.0311318 | val_loss: 0.0311615 | Time: 3931.69 ms [2022-04-02 18:53:23 main:574] : INFO : Epoch 1845 | loss: 0.0311323 | val_loss: 0.0311655 | Time: 3788.71 ms [2022-04-02 18:53:27 main:574] : INFO : Epoch 1846 | loss: 0.0311324 | val_loss: 0.0311623 | Time: 3923.32 ms [2022-04-02 18:53:31 main:574] : INFO : Epoch 1847 | loss: 0.0311319 | val_loss: 0.0311633 | Time: 3564.92 ms [2022-04-02 18:53:34 main:574] : INFO : Epoch 1848 | loss: 0.0311345 | val_loss: 0.0311642 | Time: 3527.28 ms [2022-04-02 18:53:38 main:574] : INFO : Epoch 1849 | loss: 0.031135 | val_loss: 0.0311686 | Time: 3572.79 ms [2022-04-02 18:53:41 main:574] : INFO : Epoch 1850 | loss: 0.0311341 | val_loss: 0.0311629 | Time: 3432.83 ms [2022-04-02 18:53:45 main:574] : INFO : Epoch 1851 | loss: 0.0311333 | val_loss: 0.0311628 | Time: 3502.2 ms [2022-04-02 18:53:48 main:574] : INFO : Epoch 1852 | loss: 0.0311352 | val_loss: 0.0311656 | Time: 3511.73 ms [2022-04-02 18:53:52 main:574] : INFO : Epoch 1853 | loss: 0.0311347 | val_loss: 0.0311671 | Time: 3519.88 ms [2022-04-02 18:53:55 main:574] : INFO : Epoch 1854 | loss: 0.031137 | val_loss: 0.0311712 | Time: 3628 ms [2022-04-02 18:53:59 main:574] : INFO : Epoch 1855 | loss: 0.0311468 | val_loss: 0.0311648 | Time: 3579.62 ms [2022-04-02 18:54:02 main:574] : INFO : Epoch 1856 | loss: 0.031147 | val_loss: 0.0311748 | Time: 3468.51 ms [2022-04-02 18:54:06 main:574] : INFO : Epoch 1857 | loss: 0.0311428 | val_loss: 0.0311663 | Time: 3671.73 ms [2022-04-02 18:54:10 main:574] : INFO : Epoch 1858 | loss: 0.0311418 | val_loss: 0.0311625 | Time: 3551.84 ms [2022-04-02 18:54:13 main:574] : INFO : Epoch 1859 | loss: 0.0311443 | val_loss: 0.0311637 | Time: 3584.54 ms [2022-04-02 18:54:17 main:574] : INFO : Epoch 1860 | loss: 0.0311422 | val_loss: 0.0311638 | Time: 3573.32 ms [2022-04-02 18:54:20 main:574] : INFO : Epoch 1861 | loss: 0.0311413 | val_loss: 0.0311619 | Time: 3528.35 ms [2022-04-02 18:54:24 main:574] : INFO : Epoch 1862 | loss: 0.031141 | val_loss: 0.0311646 | Time: 3623.57 ms [2022-04-02 18:54:27 main:574] : INFO : Epoch 1863 | loss: 0.0311389 | val_loss: 0.0311627 | Time: 3546.65 ms [2022-04-02 18:54:31 main:574] : INFO : Epoch 1864 | loss: 0.0311401 | val_loss: 0.0311597 | Time: 3585.98 ms [2022-04-02 18:54:35 main:574] : INFO : Epoch 1865 | loss: 0.0311364 | val_loss: 0.0311602 | Time: 3582.12 ms [2022-04-02 18:54:38 main:574] : INFO : Epoch 1866 | loss: 0.0311373 | val_loss: 0.0311673 | Time: 3494.47 ms [2022-04-02 18:54:42 main:574] : INFO : Epoch 1867 | loss: 0.0311355 | val_loss: 0.0311638 | Time: 3557.39 ms [2022-04-02 18:54:45 main:574] : INFO : Epoch 1868 | loss: 0.0311368 | val_loss: 0.0311662 | Time: 3341.28 ms [2022-04-02 18:54:49 main:574] : INFO : Epoch 1869 | loss: 0.0311386 | val_loss: 0.0311667 | Time: 3548.22 ms [2022-04-02 18:54:52 main:574] : INFO : Epoch 1870 | loss: 0.0311377 | val_loss: 0.0311622 | Time: 3519.76 ms [2022-04-02 18:54:56 main:574] : INFO : Epoch 1871 | loss: 0.0311386 | val_loss: 0.0311619 | Time: 3530.91 ms [2022-04-02 18:54:59 main:574] : INFO : Epoch 1872 | loss: 0.0311393 | val_loss: 0.0311604 | Time: 3564.54 ms [2022-04-02 18:55:03 main:574] : INFO : Epoch 1873 | loss: 0.0311385 | val_loss: 0.0311625 | Time: 3552.24 ms [2022-04-02 18:55:06 main:574] : INFO : Epoch 1874 | loss: 0.0311373 | val_loss: 0.0311587 | Time: 3564.59 ms [2022-04-02 18:55:10 main:574] : INFO : Epoch 1875 | loss: 0.0311371 | val_loss: 0.031163 | Time: 3447.88 ms [2022-04-02 18:55:13 main:574] : INFO : Epoch 1876 | loss: 0.0311373 | val_loss: 0.0311656 | Time: 3574.27 ms [2022-04-02 18:55:17 main:574] : INFO : Epoch 1877 | loss: 0.0311418 | val_loss: 0.0311599 | Time: 3455.48 ms [2022-04-02 18:55:20 main:574] : INFO : Epoch 1878 | loss: 0.0311455 | val_loss: 0.0311569 | Time: 3612.89 ms [2022-04-02 18:55:24 main:574] : INFO : Epoch 1879 | loss: 0.031145 | val_loss: 0.0311571 | Time: 3506.56 ms [2022-04-02 18:55:28 main:574] : INFO : Epoch 1880 | loss: 0.0311408 | val_loss: 0.0311578 | Time: 3575.12 ms [2022-04-02 18:55:31 main:574] : INFO : Epoch 1881 | loss: 0.0311403 | val_loss: 0.0311603 | Time: 3618.91 ms [2022-04-02 18:55:35 main:574] : INFO : Epoch 1882 | loss: 0.0311394 | val_loss: 0.0311572 | Time: 3559.99 ms [2022-04-02 18:55:38 main:574] : INFO : Epoch 1883 | loss: 0.0311396 | val_loss: 0.0311591 | Time: 3541.86 ms [2022-04-02 18:55:42 main:574] : INFO : Epoch 1884 | loss: 0.0311366 | val_loss: 0.0311606 | Time: 3431.97 ms [2022-04-02 18:55:45 main:574] : INFO : Epoch 1885 | loss: 0.0311357 | val_loss: 0.0311585 | Time: 3515.52 ms [2022-04-02 18:55:49 main:574] : INFO : Epoch 1886 | loss: 0.0311371 | val_loss: 0.0311621 | Time: 3477.02 ms [2022-04-02 18:55:52 main:574] : INFO : Epoch 1887 | loss: 0.0311376 | val_loss: 0.0311613 | Time: 3552.36 ms [2022-04-02 18:55:56 main:574] : INFO : Epoch 1888 | loss: 0.0311375 | val_loss: 0.0311619 | Time: 3595.42 ms [2022-04-02 18:55:59 main:574] : INFO : Epoch 1889 | loss: 0.0311372 | val_loss: 0.0311648 | Time: 3551.81 ms [2022-04-02 18:56:03 main:574] : INFO : Epoch 1890 | loss: 0.0311369 | val_loss: 0.0311574 | Time: 3499.93 ms [2022-04-02 18:56:06 main:574] : INFO : Epoch 1891 | loss: 0.0311369 | val_loss: 0.0311582 | Time: 3522.76 ms [2022-04-02 18:56:10 main:574] : INFO : Epoch 1892 | loss: 0.0311353 | val_loss: 0.0311576 | Time: 3468.51 ms [2022-04-02 18:56:13 main:574] : INFO : Epoch 1893 | loss: 0.0311344 | val_loss: 0.0311594 | Time: 3570.25 ms [2022-04-02 18:56:17 main:574] : INFO : Epoch 1894 | loss: 0.0311337 | val_loss: 0.0311608 | Time: 3498.01 ms [2022-04-02 18:56:21 main:574] : INFO : Epoch 1895 | loss: 0.0311325 | val_loss: 0.0311597 | Time: 3636.13 ms [2022-04-02 18:56:24 main:574] : INFO : Epoch 1896 | loss: 0.0311319 | val_loss: 0.0311614 | Time: 3479.11 ms [2022-04-02 18:56:28 main:574] : INFO : Epoch 1897 | loss: 0.0311333 | val_loss: 0.0311613 | Time: 3526.32 ms [2022-04-02 18:56:31 main:574] : INFO : Epoch 1898 | loss: 0.0311337 | val_loss: 0.0311616 | Time: 3500.04 ms [2022-04-02 18:56:35 main:574] : INFO : Epoch 1899 | loss: 0.0311341 | val_loss: 0.0311631 | Time: 3524.46 ms [2022-04-02 18:56:38 main:574] : INFO : Epoch 1900 | loss: 0.0311346 | val_loss: 0.0311661 | Time: 3511.99 ms [2022-04-02 18:56:42 main:574] : INFO : Epoch 1901 | loss: 0.0311366 | val_loss: 0.0311641 | Time: 3541.06 ms [2022-04-02 18:56:45 main:574] : INFO : Epoch 1902 | loss: 0.031137 | val_loss: 0.0311603 | Time: 3458.24 ms [2022-04-02 18:56:49 main:574] : INFO : Epoch 1903 | loss: 0.0311402 | val_loss: 0.0311591 | Time: 3573.49 ms [2022-04-02 18:56:52 main:574] : INFO : Epoch 1904 | loss: 0.0311393 | val_loss: 0.0311585 | Time: 3498.88 ms [2022-04-02 18:56:56 main:574] : INFO : Epoch 1905 | loss: 0.0311395 | val_loss: 0.0311706 | Time: 3575.29 ms [2022-04-02 18:56:59 main:574] : INFO : Epoch 1906 | loss: 0.0311399 | val_loss: 0.0311598 | Time: 3532.21 ms [2022-04-02 18:57:03 main:574] : INFO : Epoch 1907 | loss: 0.0311349 | val_loss: 0.0311591 | Time: 3379.61 ms [2022-04-02 18:57:06 main:574] : INFO : Epoch 1908 | loss: 0.0311348 | val_loss: 0.031162 | Time: 3609.32 ms [2022-04-02 18:57:10 main:574] : INFO : Epoch 1909 | loss: 0.0311359 | val_loss: 0.031162 | Time: 3436.59 ms [2022-04-02 18:57:13 main:574] : INFO : Epoch 1910 | loss: 0.031136 | val_loss: 0.0311647 | Time: 3596.55 ms [2022-04-02 18:57:17 main:574] : INFO : Epoch 1911 | loss: 0.0311353 | val_loss: 0.0311649 | Time: 3639.83 ms [2022-04-02 18:57:21 main:574] : INFO : Epoch 1912 | loss: 0.0311373 | val_loss: 0.0311634 | Time: 3454.5 ms [2022-04-02 18:57:24 main:574] : INFO : Epoch 1913 | loss: 0.0311325 | val_loss: 0.0311627 | Time: 3515.94 ms [2022-04-02 18:57:28 main:574] : INFO : Epoch 1914 | loss: 0.0311307 | val_loss: 0.0311619 | Time: 3493.94 ms [2022-04-02 18:57:31 main:574] : INFO : Epoch 1915 | loss: 0.0311323 | val_loss: 0.0311627 | Time: 3624.04 ms [2022-04-02 18:57:35 main:574] : INFO : Epoch 1916 | loss: 0.0311308 | val_loss: 0.0311642 | Time: 3430.49 ms [2022-04-02 18:57:38 main:574] : INFO : Epoch 1917 | loss: 0.0311297 | val_loss: 0.0311608 | Time: 3575.03 ms [2022-04-02 18:57:42 main:574] : INFO : Epoch 1918 | loss: 0.0311291 | val_loss: 0.0311603 | Time: 3670.86 ms [2022-04-02 18:57:45 main:574] : INFO : Epoch 1919 | loss: 0.031129 | val_loss: 0.031165 | Time: 3531.89 ms [2022-04-02 18:57:49 main:574] : INFO : Epoch 1920 | loss: 0.03113 | val_loss: 0.0311626 | Time: 3567.68 ms [2022-04-02 18:57:52 main:574] : INFO : Epoch 1921 | loss: 0.0311308 | val_loss: 0.0311627 | Time: 3497.36 ms [2022-04-02 18:57:56 main:574] : INFO : Epoch 1922 | loss: 0.0311296 | val_loss: 0.031164 | Time: 3633.09 ms [2022-04-02 18:58:00 main:574] : INFO : Epoch 1923 | loss: 0.0311282 | val_loss: 0.03116 | Time: 3537.36 ms [2022-04-02 18:58:03 main:574] : INFO : Epoch 1924 | loss: 0.0311296 | val_loss: 0.0311619 | Time: 3531.91 ms [2022-04-02 18:58:07 main:574] : INFO : Epoch 1925 | loss: 0.0311301 | val_loss: 0.0311709 | Time: 3557.4 ms [2022-04-02 18:58:10 main:574] : INFO : Epoch 1926 | loss: 0.0311277 | val_loss: 0.0311637 | Time: 3456.1 ms [2022-04-02 18:58:14 main:574] : INFO : Epoch 1927 | loss: 0.0311279 | val_loss: 0.0311626 | Time: 3642.43 ms [2022-04-02 18:58:17 main:574] : INFO : Epoch 1928 | loss: 0.0311322 | val_loss: 0.0311695 | Time: 3468.13 ms [2022-04-02 18:58:21 main:574] : INFO : Epoch 1929 | loss: 0.031128 | val_loss: 0.0311635 | Time: 3506.28 ms [2022-04-02 18:58:24 main:574] : INFO : Epoch 1930 | loss: 0.0311269 | val_loss: 0.0311622 | Time: 3506.45 ms [2022-04-02 18:58:28 main:574] : INFO : Epoch 1931 | loss: 0.0311295 | val_loss: 0.0311641 | Time: 3620.36 ms [2022-04-02 18:58:32 main:574] : INFO : Epoch 1932 | loss: 0.0311287 | val_loss: 0.0311658 | Time: 3718.33 ms [2022-04-02 18:58:35 main:574] : INFO : Epoch 1933 | loss: 0.0311314 | val_loss: 0.03117 | Time: 3533.65 ms [2022-04-02 18:58:39 main:574] : INFO : Epoch 1934 | loss: 0.031128 | val_loss: 0.0311699 | Time: 3677.35 ms [2022-04-02 18:58:42 main:574] : INFO : Epoch 1935 | loss: 0.0311267 | val_loss: 0.0311676 | Time: 3419.91 ms [2022-04-02 18:58:46 main:574] : INFO : Epoch 1936 | loss: 0.0311287 | val_loss: 0.0311624 | Time: 3644.82 ms [2022-04-02 18:58:49 main:574] : INFO : Epoch 1937 | loss: 0.0311301 | val_loss: 0.0311642 | Time: 3453.95 ms [2022-04-02 18:58:53 main:574] : INFO : Epoch 1938 | loss: 0.0311302 | val_loss: 0.0311656 | Time: 3627.54 ms [2022-04-02 18:58:56 main:574] : INFO : Epoch 1939 | loss: 0.0311297 | val_loss: 0.0311659 | Time: 3411.27 ms [2022-04-02 18:59:00 main:574] : INFO : Epoch 1940 | loss: 0.0311297 | val_loss: 0.0311653 | Time: 3621.32 ms [2022-04-02 18:59:04 main:574] : INFO : Epoch 1941 | loss: 0.0311298 | val_loss: 0.0311673 | Time: 3534.05 ms [2022-04-02 18:59:07 main:574] : INFO : Epoch 1942 | loss: 0.0311387 | val_loss: 0.0311756 | Time: 3535.38 ms [2022-04-02 18:59:11 main:574] : INFO : Epoch 1943 | loss: 0.0311482 | val_loss: 0.0311628 | Time: 3549.75 ms [2022-04-02 18:59:14 main:574] : INFO : Epoch 1944 | loss: 0.0311409 | val_loss: 0.0311615 | Time: 3534.67 ms [2022-04-02 18:59:18 main:574] : INFO : Epoch 1945 | loss: 0.0311401 | val_loss: 0.0311687 | Time: 3528.66 ms [2022-04-02 18:59:21 main:574] : INFO : Epoch 1946 | loss: 0.0311446 | val_loss: 0.0311589 | Time: 3501.23 ms [2022-04-02 18:59:25 main:574] : INFO : Epoch 1947 | loss: 0.0311408 | val_loss: 0.0311616 | Time: 3540.82 ms [2022-04-02 18:59:28 main:574] : INFO : Epoch 1948 | loss: 0.031137 | val_loss: 0.0311638 | Time: 3529.91 ms [2022-04-02 18:59:32 main:574] : INFO : Epoch 1949 | loss: 0.0311359 | val_loss: 0.0311665 | Time: 3662.31 ms [2022-04-02 18:59:36 main:574] : INFO : Epoch 1950 | loss: 0.0311381 | val_loss: 0.0311639 | Time: 3572.45 ms [2022-04-02 18:59:39 main:574] : INFO : Epoch 1951 | loss: 0.031135 | val_loss: 0.0311683 | Time: 3517.06 ms [2022-04-02 18:59:43 main:574] : INFO : Epoch 1952 | loss: 0.0311372 | val_loss: 0.0311658 | Time: 3524.14 ms [2022-04-02 18:59:46 main:574] : INFO : Epoch 1953 | loss: 0.0311399 | val_loss: 0.0311669 | Time: 3482.73 ms [2022-04-02 18:59:50 main:574] : INFO : Epoch 1954 | loss: 0.031134 | val_loss: 0.0311624 | Time: 3713.9 ms [2022-04-02 18:59:54 main:574] : INFO : Epoch 1955 | loss: 0.0311327 | val_loss: 0.031163 | Time: 3641.41 ms [2022-04-02 18:59:57 main:574] : INFO : Epoch 1956 | loss: 0.0311319 | val_loss: 0.0311646 | Time: 3464.89 ms [2022-04-02 19:00:01 main:574] : INFO : Epoch 1957 | loss: 0.0311344 | val_loss: 0.0311649 | Time: 3558.17 ms [2022-04-02 19:00:04 main:574] : INFO : Epoch 1958 | loss: 0.0311325 | val_loss: 0.0311576 | Time: 3504.58 ms [2022-04-02 19:00:08 main:574] : INFO : Epoch 1959 | loss: 0.0311316 | val_loss: 0.0311684 | Time: 3598.45 ms [2022-04-02 19:00:11 main:574] : INFO : Epoch 1960 | loss: 0.0311306 | val_loss: 0.0311611 | Time: 3478.93 ms [2022-04-02 19:00:15 main:574] : INFO : Epoch 1961 | loss: 0.0311292 | val_loss: 0.0311621 | Time: 4272.85 ms [2022-04-02 19:00:20 main:574] : INFO : Epoch 1962 | loss: 0.0311275 | val_loss: 0.0311599 | Time: 4211.02 ms [2022-04-02 19:01:14 main:574] : INFO : Epoch 1963 | loss: 0.0311277 | val_loss: 0.0311637 | Time: 53950.7 ms [2022-04-02 19:01:17 main:574] : INFO : Epoch 1964 | loss: 0.0311276 | val_loss: 0.0311668 | Time: 3746.52 ms [2022-04-02 19:01:21 main:574] : INFO : Epoch 1965 | loss: 0.0311296 | val_loss: 0.0311651 | Time: 3583.53 ms [2022-04-02 19:01:35 main:574] : INFO : Epoch 1966 | loss: 0.0311292 | val_loss: 0.031166 | Time: 13745.7 ms [2022-04-02 19:01:38 main:574] : INFO : Epoch 1967 | loss: 0.0311321 | val_loss: 0.031163 | Time: 3669.98 ms [2022-04-02 19:02:02 main:574] : INFO : Epoch 1968 | loss: 0.0311318 | val_loss: 0.0311672 | Time: 23881.5 ms [2022-04-02 19:02:06 main:574] : INFO : Epoch 1969 | loss: 0.0311303 | val_loss: 0.0311671 | Time: 3674.89 ms [2022-04-02 19:02:10 main:574] : INFO : Epoch 1970 | loss: 0.0311285 | val_loss: 0.0311651 | Time: 3644.2 ms [2022-04-02 19:02:23 main:574] : INFO : Epoch 1971 | loss: 0.0311281 | val_loss: 0.0311704 | Time: 13766.9 ms [2022-04-02 19:02:27 main:574] : INFO : Epoch 1972 | loss: 0.0311277 | val_loss: 0.0311659 | Time: 3663.87 ms [2022-04-02 19:02:31 main:574] : INFO : Epoch 1973 | loss: 0.031129 | val_loss: 0.0311684 | Time: 3676.86 ms [2022-04-02 19:03:25 main:574] : INFO : Epoch 1974 | loss: 0.031132 | val_loss: 0.0311703 | Time: 54000.3 ms [2022-04-02 19:03:28 main:574] : INFO : Epoch 1975 | loss: 0.0311322 | val_loss: 0.0311665 | Time: 3674.49 ms [2022-04-02 19:04:12 main:574] : INFO : Epoch 1976 | loss: 0.0311315 | val_loss: 0.0311697 | Time: 43859.8 ms [2022-04-02 19:04:16 main:574] : INFO : Epoch 1977 | loss: 0.0311311 | val_loss: 0.0311652 | Time: 3639.91 ms [2022-04-02 19:04:20 main:574] : INFO : Epoch 1978 | loss: 0.0311305 | val_loss: 0.0311642 | Time: 3665.34 ms [2022-04-02 19:04:33 main:574] : INFO : Epoch 1979 | loss: 0.0311309 | val_loss: 0.0311651 | Time: 13750.8 ms [2022-04-02 19:04:37 main:574] : INFO : Epoch 1980 | loss: 0.0311277 | val_loss: 0.031178 | Time: 3654.59 ms [2022-04-02 19:04:41 main:574] : INFO : Epoch 1981 | loss: 0.0311289 | val_loss: 0.0311648 | Time: 3584.15 ms [2022-04-02 19:05:04 main:574] : INFO : Epoch 1982 | loss: 0.0311358 | val_loss: 0.0311772 | Time: 23788.8 ms [2022-04-02 19:05:08 main:574] : INFO : Epoch 1983 | loss: 0.0311316 | val_loss: 0.0311716 | Time: 3679.8 ms [2022-04-02 19:05:12 main:574] : INFO : Epoch 1984 | loss: 0.0311322 | val_loss: 0.0311686 | Time: 3769.45 ms [2022-04-02 19:05:26 main:574] : INFO : Epoch 1985 | loss: 0.0311288 | val_loss: 0.031165 | Time: 13979.1 ms [2022-04-02 19:05:30 main:574] : INFO : Epoch 1986 | loss: 0.0311282 | val_loss: 0.0311653 | Time: 3676.34 ms [2022-04-02 19:05:43 main:574] : INFO : Epoch 1987 | loss: 0.0311292 | val_loss: 0.0311637 | Time: 13939.2 ms [2022-04-02 19:05:47 main:574] : INFO : Epoch 1988 | loss: 0.0311304 | val_loss: 0.0311693 | Time: 3737.17 ms [2022-04-02 19:05:51 main:574] : INFO : Epoch 1989 | loss: 0.0311356 | val_loss: 0.031171 | Time: 3670.24 ms [2022-04-02 19:06:05 main:574] : INFO : Epoch 1990 | loss: 0.0311337 | val_loss: 0.0311639 | Time: 13887.9 ms [2022-04-02 19:06:08 main:574] : INFO : Epoch 1991 | loss: 0.0311323 | val_loss: 0.0311646 | Time: 3667.67 ms [2022-04-02 19:06:12 main:574] : INFO : Epoch 1992 | loss: 0.0311337 | val_loss: 0.0311705 | Time: 3733.55 ms [2022-04-02 19:06:26 main:574] : INFO : Epoch 1993 | loss: 0.0311333 | val_loss: 0.0311681 | Time: 13767.2 ms [2022-04-02 19:06:30 main:574] : INFO : Epoch 1994 | loss: 0.031133 | val_loss: 0.0311637 | Time: 3757.38 ms [2022-04-02 19:06:44 main:574] : INFO : Epoch 1995 | loss: 0.031131 | val_loss: 0.0311667 | Time: 13929.4 ms [2022-04-02 19:06:47 main:574] : INFO : Epoch 1996 | loss: 0.0311317 | val_loss: 0.0311662 | Time: 3660.4 ms [2022-04-02 19:06:51 main:574] : INFO : Epoch 1997 | loss: 0.0311333 | val_loss: 0.03119 | Time: 3708.98 ms [2022-04-02 19:07:05 main:574] : INFO : Epoch 1998 | loss: 0.0311326 | val_loss: 0.031164 | Time: 13852 ms [2022-04-02 19:07:09 main:574] : INFO : Epoch 1999 | loss: 0.0311269 | val_loss: 0.031169 | Time: 3694.96 ms [2022-04-02 19:07:12 main:574] : INFO : Epoch 2000 | loss: 0.031134 | val_loss: 0.0311722 | Time: 3837.53 ms [2022-04-02 19:07:26 main:574] : INFO : Epoch 2001 | loss: 0.0311358 | val_loss: 0.0311724 | Time: 13730.7 ms [2022-04-02 19:07:30 main:574] : INFO : Epoch 2002 | loss: 0.0311387 | val_loss: 0.0311749 | Time: 3712.22 ms [2022-04-02 19:07:44 main:574] : INFO : Epoch 2003 | loss: 0.0311361 | val_loss: 0.0311719 | Time: 13778.9 ms [2022-04-02 19:07:47 main:574] : INFO : Epoch 2004 | loss: 0.0311317 | val_loss: 0.031161 | Time: 3686.81 ms [2022-04-02 19:07:51 main:574] : INFO : Epoch 2005 | loss: 0.0311312 | val_loss: 0.0311645 | Time: 3686.67 ms [2022-04-02 19:08:05 main:574] : INFO : Epoch 2006 | loss: 0.0311335 | val_loss: 0.0311659 | Time: 13923.4 ms [2022-04-02 19:08:09 main:574] : INFO : Epoch 2007 | loss: 0.0311358 | val_loss: 0.0311599 | Time: 3660.12 ms [2022-04-02 19:08:12 main:574] : INFO : Epoch 2008 | loss: 0.0311329 | val_loss: 0.0311638 | Time: 3621.06 ms [2022-04-02 19:08:36 main:574] : INFO : Epoch 2009 | loss: 0.0311338 | val_loss: 0.0311636 | Time: 23915.6 ms [2022-04-02 19:08:40 main:574] : INFO : Epoch 2010 | loss: 0.0311333 | val_loss: 0.0311651 | Time: 3718.07 ms [2022-04-02 19:08:54 main:574] : INFO : Epoch 2011 | loss: 0.0311347 | val_loss: 0.0311627 | Time: 13789.1 ms [2022-04-02 19:08:57 main:574] : INFO : Epoch 2012 | loss: 0.0311359 | val_loss: 0.0311621 | Time: 3683.04 ms [2022-04-02 19:09:01 main:574] : INFO : Epoch 2013 | loss: 0.0311325 | val_loss: 0.0311589 | Time: 3670.5 ms [2022-04-02 19:09:15 main:574] : INFO : Epoch 2014 | loss: 0.0311316 | val_loss: 0.0311615 | Time: 13896.7 ms [2022-04-02 19:09:19 main:574] : INFO : Epoch 2015 | loss: 0.0311293 | val_loss: 0.0311572 | Time: 3779.09 ms [2022-04-02 19:09:22 main:574] : INFO : Epoch 2016 | loss: 0.0311323 | val_loss: 0.031159 | Time: 3687.54 ms [2022-04-02 19:09:46 main:574] : INFO : Epoch 2017 | loss: 0.0311348 | val_loss: 0.0311682 | Time: 23779.7 ms [2022-04-02 19:09:50 main:574] : INFO : Epoch 2018 | loss: 0.0311347 | val_loss: 0.0311647 | Time: 3726.78 ms [2022-04-02 19:10:04 main:574] : INFO : Epoch 2019 | loss: 0.0311324 | val_loss: 0.0311609 | Time: 13942.9 ms [2022-04-02 19:10:07 main:574] : INFO : Epoch 2020 | loss: 0.031134 | val_loss: 0.0311676 | Time: 3599.93 ms [2022-04-02 19:10:11 main:574] : INFO : Epoch 2021 | loss: 0.0311312 | val_loss: 0.0311641 | Time: 3753.8 ms [2022-04-02 19:10:25 main:574] : INFO : Epoch 2022 | loss: 0.0311287 | val_loss: 0.0311665 | Time: 13699 ms [2022-04-02 19:10:29 main:574] : INFO : Epoch 2023 | loss: 0.0311269 | val_loss: 0.0311657 | Time: 3677.88 ms [2022-04-02 19:10:32 main:574] : INFO : Epoch 2024 | loss: 0.0311266 | val_loss: 0.031164 | Time: 3571.13 ms [2022-04-02 19:10:46 main:574] : INFO : Epoch 2025 | loss: 0.0311256 | val_loss: 0.0311672 | Time: 14025.3 ms [2022-04-02 19:10:50 main:574] : INFO : Epoch 2026 | loss: 0.0311269 | val_loss: 0.0311617 | Time: 3614.32 ms [2022-04-02 19:10:53 main:574] : INFO : Epoch 2027 | loss: 0.0311253 | val_loss: 0.0311642 | Time: 3609.11 ms [2022-04-02 19:11:07 main:574] : INFO : Epoch 2028 | loss: 0.0311249 | val_loss: 0.0311612 | Time: 13887.2 ms [2022-04-02 19:11:11 main:574] : INFO : Epoch 2029 | loss: 0.0311266 | val_loss: 0.0311689 | Time: 3644.97 ms [2022-04-02 19:11:35 main:574] : INFO : Epoch 2030 | loss: 0.0311253 | val_loss: 0.0311613 | Time: 24081.3 ms [2022-04-02 19:11:39 main:574] : INFO : Epoch 2031 | loss: 0.0311255 | val_loss: 0.0311625 | Time: 3568.35 ms [2022-04-02 19:11:42 main:574] : INFO : Epoch 2032 | loss: 0.0311239 | val_loss: 0.0311614 | Time: 3633.06 ms [2022-04-02 19:11:56 main:574] : INFO : Epoch 2033 | loss: 0.0311285 | val_loss: 0.0311617 | Time: 13839.9 ms [2022-04-02 19:12:00 main:574] : INFO : Epoch 2034 | loss: 0.0311306 | val_loss: 0.031162 | Time: 3704.48 ms [2022-04-02 19:12:04 main:574] : INFO : Epoch 2035 | loss: 0.0311305 | val_loss: 0.03116 | Time: 3774.57 ms [2022-04-02 19:12:17 main:574] : INFO : Epoch 2036 | loss: 0.0311304 | val_loss: 0.0311615 | Time: 13744.8 ms [2022-04-02 19:12:21 main:574] : INFO : Epoch 2037 | loss: 0.031129 | val_loss: 0.0311615 | Time: 3799.67 ms [2022-04-02 19:12:45 main:574] : INFO : Epoch 2038 | loss: 0.0311276 | val_loss: 0.0311601 | Time: 23918.5 ms [2022-04-02 19:12:49 main:574] : INFO : Epoch 2039 | loss: 0.0311249 | val_loss: 0.0311626 | Time: 3690.52 ms [2022-04-02 19:12:53 main:574] : INFO : Epoch 2040 | loss: 0.0311278 | val_loss: 0.0311604 | Time: 3769.39 ms [2022-04-02 19:13:06 main:574] : INFO : Epoch 2041 | loss: 0.0311292 | val_loss: 0.0311568 | Time: 13820 ms [2022-04-02 19:13:10 main:574] : INFO : Epoch 2042 | loss: 0.031131 | val_loss: 0.0311616 | Time: 3765.51 ms [2022-04-02 19:13:14 main:574] : INFO : Epoch 2043 | loss: 0.0311323 | val_loss: 0.0311584 | Time: 3607.88 ms [2022-04-02 19:13:38 main:574] : INFO : Epoch 2044 | loss: 0.0311317 | val_loss: 0.0311591 | Time: 24033.4 ms [2022-04-02 19:13:42 main:574] : INFO : Epoch 2045 | loss: 0.0311302 | val_loss: 0.0311577 | Time: 3724 ms [2022-04-02 19:14:05 main:574] : INFO : Epoch 2046 | loss: 0.031136 | val_loss: 0.0311613 | Time: 23869 ms [2022-04-02 19:14:09 main:574] : INFO : Epoch 2047 | loss: 0.0311356 | val_loss: 0.0311604 | Time: 3730.23 ms [2022-04-02 19:14:13 main:574] : INFO : Epoch 2048 | loss: 0.0311361 | val_loss: 0.0311561 | Time: 3715.04 ms [2022-04-02 19:14:13 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311561 [2022-04-02 19:14:13 main:603] : INFO : Saving end state to config to file [2022-04-02 19:14:13 main:608] : INFO : Success, exiting.. 19:14:13 (1624): 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)