Task 10978860
| Name | ParityModified-1639966670-18259-2-0_0 |
| Workunit | 8267595 |
| Created | 24 Jan 2022, 8:51:55 UTC |
| Sent | 9 Feb 2022, 17:57:09 UTC |
| Report deadline | 17 Feb 2022, 17:57:09 UTC |
| Received | 9 Feb 2022, 20:05:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11606 |
| Run time | 2 hours 7 min 39 sec |
| CPU time | 2 hours 7 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,339.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.82 GB |
| Peak swap size | 4.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.031213 | val_loss: 0.0312193 | Time: 2715.61 ms [2022-02-09 20:41:46 main:574] : INFO : Epoch 1543 | loss: 0.0312146 | val_loss: 0.0312213 | Time: 2750.89 ms [2022-02-09 20:41:49 main:574] : INFO : Epoch 1544 | loss: 0.0312147 | val_loss: 0.0312192 | Time: 2913.73 ms [2022-02-09 20:41:52 main:574] : INFO : Epoch 1545 | loss: 0.0312139 | val_loss: 0.0312163 | Time: 2697.77 ms [2022-02-09 20:41:54 main:574] : INFO : Epoch 1546 | loss: 0.0312143 | val_loss: 0.0312291 | Time: 2765.02 ms [2022-02-09 20:41:57 main:574] : INFO : Epoch 1547 | loss: 0.0312155 | val_loss: 0.0312167 | Time: 2806.39 ms [2022-02-09 20:42:00 main:574] : INFO : Epoch 1548 | loss: 0.0312119 | val_loss: 0.0312162 | Time: 2775.62 ms [2022-02-09 20:42:03 main:574] : INFO : Epoch 1549 | loss: 0.0312122 | val_loss: 0.0312178 | Time: 2721.54 ms [2022-02-09 20:42:05 main:574] : INFO : Epoch 1550 | loss: 0.0312132 | val_loss: 0.0312149 | Time: 2030.27 ms [2022-02-09 20:42:06 main:574] : INFO : Epoch 1551 | loss: 0.0312129 | val_loss: 0.0312158 | Time: 1344.25 ms [2022-02-09 20:42:09 main:574] : INFO : Epoch 1552 | loss: 0.0312149 | val_loss: 0.031216 | Time: 2553.88 ms [2022-02-09 20:42:11 main:574] : INFO : Epoch 1553 | loss: 0.0312131 | val_loss: 0.0312154 | Time: 2772.94 ms [2022-02-09 20:42:14 main:574] : INFO : Epoch 1554 | loss: 0.0312122 | val_loss: 0.0312154 | Time: 2825.96 ms [2022-02-09 20:42:17 main:574] : INFO : Epoch 1555 | loss: 0.0312129 | val_loss: 0.031218 | Time: 2712.21 ms [2022-02-09 20:42:20 main:574] : INFO : Epoch 1556 | loss: 0.0312142 | val_loss: 0.0312151 | Time: 2764.88 ms [2022-02-09 20:42:22 main:574] : INFO : Epoch 1557 | loss: 0.0312131 | val_loss: 0.0312146 | Time: 2695.55 ms [2022-02-09 20:42:25 main:574] : INFO : Epoch 1558 | loss: 0.0312133 | val_loss: 0.0312167 | Time: 2759.28 ms [2022-02-09 20:42:28 main:574] : INFO : Epoch 1559 | loss: 0.0312136 | val_loss: 0.0312162 | Time: 2870.19 ms [2022-02-09 20:42:31 main:574] : INFO : Epoch 1560 | loss: 0.031215 | val_loss: 0.0312186 | Time: 2673.61 ms [2022-02-09 20:42:33 main:574] : INFO : Epoch 1561 | loss: 0.0312133 | val_loss: 0.0312198 | Time: 2733.51 ms [2022-02-09 20:42:36 main:574] : INFO : Epoch 1562 | loss: 0.0312128 | val_loss: 0.0312181 | Time: 2807.96 ms [2022-02-09 20:42:39 main:574] : INFO : Epoch 1563 | loss: 0.0312116 | val_loss: 0.0312149 | Time: 2769.24 ms [2022-02-09 20:42:42 main:574] : INFO : Epoch 1564 | loss: 0.0312117 | val_loss: 0.0312182 | Time: 2778.48 ms [2022-02-09 20:42:44 main:574] : INFO : Epoch 1565 | loss: 0.0312112 | val_loss: 0.0312154 | Time: 2749.44 ms [2022-02-09 20:42:47 main:574] : INFO : Epoch 1566 | loss: 0.0312106 | val_loss: 0.0312152 | Time: 2747.89 ms [2022-02-09 20:42:50 main:574] : INFO : Epoch 1567 | loss: 0.0312121 | val_loss: 0.0312188 | Time: 2842.83 ms [2022-02-09 20:42:53 main:574] : INFO : Epoch 1568 | loss: 0.0312129 | val_loss: 0.0312161 | Time: 2667.96 ms [2022-02-09 20:42:56 main:574] : INFO : Epoch 1569 | loss: 0.031213 | val_loss: 0.0312159 | Time: 2792.75 ms [2022-02-09 20:42:58 main:574] : INFO : Epoch 1570 | loss: 0.0312121 | val_loss: 0.0312169 | Time: 2823.34 ms [2022-02-09 20:43:01 main:574] : INFO : Epoch 1571 | loss: 0.0312107 | val_loss: 0.0312202 | Time: 2756.6 ms [2022-02-09 20:43:04 main:574] : INFO : Epoch 1572 | loss: 0.0312112 | val_loss: 0.0312184 | Time: 2817 ms [2022-02-09 20:43:07 main:574] : INFO : Epoch 1573 | loss: 0.0312117 | val_loss: 0.0312151 | Time: 2681.44 ms [2022-02-09 20:43:09 main:574] : INFO : Epoch 1574 | loss: 0.0312096 | val_loss: 0.0312159 | Time: 2788.3 ms [2022-02-09 20:43:12 main:574] : INFO : Epoch 1575 | loss: 0.0312104 | val_loss: 0.0312172 | Time: 2752.97 ms [2022-02-09 20:43:15 main:574] : INFO : Epoch 1576 | loss: 0.03121 | val_loss: 0.0312148 | Time: 2741.92 ms [2022-02-09 20:43:18 main:574] : INFO : Epoch 1577 | loss: 0.0312115 | val_loss: 0.0312211 | Time: 2797.87 ms [2022-02-09 20:43:20 main:574] : INFO : Epoch 1578 | loss: 0.0312121 | val_loss: 0.031216 | Time: 2729.81 ms [2022-02-09 20:43:23 main:574] : INFO : Epoch 1579 | loss: 0.0312096 | val_loss: 0.0312154 | Time: 2778.68 ms [2022-02-09 20:43:26 main:574] : INFO : Epoch 1580 | loss: 0.0312103 | val_loss: 0.0312191 | Time: 2744.43 ms [2022-02-09 20:43:29 main:574] : INFO : Epoch 1581 | loss: 0.0312109 | val_loss: 0.0312157 | Time: 2744.47 ms [2022-02-09 20:43:32 main:574] : INFO : Epoch 1582 | loss: 0.0312127 | val_loss: 0.0312151 | Time: 2773.17 ms [2022-02-09 20:43:34 main:574] : INFO : Epoch 1583 | loss: 0.031214 | val_loss: 0.0312157 | Time: 2727.85 ms [2022-02-09 20:43:37 main:574] : INFO : Epoch 1584 | loss: 0.0312119 | val_loss: 0.0312151 | Time: 2765.75 ms [2022-02-09 20:43:40 main:574] : INFO : Epoch 1585 | loss: 0.0312126 | val_loss: 0.0312154 | Time: 2865.15 ms [2022-02-09 20:43:43 main:574] : INFO : Epoch 1586 | loss: 0.0312109 | val_loss: 0.031214 | Time: 2687.65 ms [2022-02-09 20:43:45 main:574] : INFO : Epoch 1587 | loss: 0.0312108 | val_loss: 0.0312135 | Time: 2787.55 ms [2022-02-09 20:43:48 main:574] : INFO : Epoch 1588 | loss: 0.0312116 | val_loss: 0.0312168 | Time: 2743.05 ms [2022-02-09 20:43:51 main:574] : INFO : Epoch 1589 | loss: 0.0312132 | val_loss: 0.0312143 | Time: 2764.85 ms [2022-02-09 20:43:54 main:574] : INFO : Epoch 1590 | loss: 0.0312125 | val_loss: 0.031213 | Time: 2801.25 ms [2022-02-09 20:43:56 main:574] : INFO : Epoch 1591 | loss: 0.0312099 | val_loss: 0.0312132 | Time: 2730.04 ms [2022-02-09 20:43:59 main:574] : INFO : Epoch 1592 | loss: 0.0312122 | val_loss: 0.031216 | Time: 2736.95 ms [2022-02-09 20:44:02 main:574] : INFO : Epoch 1593 | loss: 0.0312116 | val_loss: 0.0312153 | Time: 2776.83 ms [2022-02-09 20:44:05 main:574] : INFO : Epoch 1594 | loss: 0.0312089 | val_loss: 0.031213 | Time: 2741.05 ms [2022-02-09 20:44:08 main:574] : INFO : Epoch 1595 | loss: 0.0312095 | val_loss: 0.0312142 | Time: 2809.79 ms [2022-02-09 20:44:10 main:574] : INFO : Epoch 1596 | loss: 0.0312093 | val_loss: 0.0312148 | Time: 2754.14 ms [2022-02-09 20:44:13 main:574] : INFO : Epoch 1597 | loss: 0.0312105 | val_loss: 0.0312139 | Time: 2752.89 ms [2022-02-09 20:44:16 main:574] : INFO : Epoch 1598 | loss: 0.0312114 | val_loss: 0.0312182 | Time: 2832.57 ms [2022-02-09 20:44:19 main:574] : INFO : Epoch 1599 | loss: 0.0312104 | val_loss: 0.0312137 | Time: 2677.08 ms [2022-02-09 20:44:21 main:574] : INFO : Epoch 1600 | loss: 0.0312095 | val_loss: 0.0312158 | Time: 2741.23 ms [2022-02-09 20:44:24 main:574] : INFO : Epoch 1601 | loss: 0.0312102 | val_loss: 0.0312127 | Time: 2770.75 ms [2022-02-09 20:44:27 main:574] : INFO : Epoch 1602 | loss: 0.0312101 | val_loss: 0.0312135 | Time: 2751.85 ms [2022-02-09 20:44:30 main:574] : INFO : Epoch 1603 | loss: 0.0312086 | val_loss: 0.0312128 | Time: 2705.84 ms [2022-02-09 20:44:32 main:574] : INFO : Epoch 1604 | loss: 0.0312079 | val_loss: 0.0312135 | Time: 2729.15 ms [2022-02-09 20:44:35 main:574] : INFO : Epoch 1605 | loss: 0.031208 | val_loss: 0.0312154 | Time: 2773.08 ms [2022-02-09 20:44:38 main:574] : INFO : Epoch 1606 | loss: 0.0312085 | val_loss: 0.031214 | Time: 2772.63 ms [2022-02-09 20:44:41 main:574] : INFO : Epoch 1607 | loss: 0.0312088 | val_loss: 0.0312179 | Time: 2747.72 ms [2022-02-09 20:44:43 main:574] : INFO : Epoch 1608 | loss: 0.0312134 | val_loss: 0.0312169 | Time: 2839.15 ms [2022-02-09 20:44:46 main:574] : INFO : Epoch 1609 | loss: 0.0312088 | val_loss: 0.0312135 | Time: 2724.27 ms [2022-02-09 20:44:49 main:574] : INFO : Epoch 1610 | loss: 0.0312082 | val_loss: 0.0312133 | Time: 2771.87 ms [2022-02-09 20:44:52 main:574] : INFO : Epoch 1611 | loss: 0.0312078 | val_loss: 0.031217 | Time: 2880.12 ms [2022-02-09 20:44:55 main:574] : INFO : Epoch 1612 | loss: 0.0312118 | val_loss: 0.0312153 | Time: 2767.66 ms [2022-02-09 20:44:57 main:574] : INFO : Epoch 1613 | loss: 0.0312096 | val_loss: 0.0312142 | Time: 2808.92 ms [2022-02-09 20:45:00 main:574] : INFO : Epoch 1614 | loss: 0.0312083 | val_loss: 0.0312133 | Time: 2730.45 ms [2022-02-09 20:45:03 main:574] : INFO : Epoch 1615 | loss: 0.0312079 | val_loss: 0.0312142 | Time: 2773.66 ms [2022-02-09 20:45:06 main:574] : INFO : Epoch 1616 | loss: 0.0312099 | val_loss: 0.0312141 | Time: 2825.77 ms [2022-02-09 20:45:08 main:574] : INFO : Epoch 1617 | loss: 0.0312092 | val_loss: 0.0312125 | Time: 2670.06 ms [2022-02-09 20:45:11 main:574] : INFO : Epoch 1618 | loss: 0.0312083 | val_loss: 0.0312122 | Time: 2759.62 ms [2022-02-09 20:45:14 main:574] : INFO : Epoch 1619 | loss: 0.0312075 | val_loss: 0.0312122 | Time: 2810.71 ms [2022-02-09 20:45:17 main:574] : INFO : Epoch 1620 | loss: 0.031207 | val_loss: 0.0312132 | Time: 2738.87 ms [2022-02-09 20:45:20 main:574] : INFO : Epoch 1621 | loss: 0.0312081 | val_loss: 0.0312126 | Time: 2870.16 ms [2022-02-09 20:45:22 main:574] : INFO : Epoch 1622 | loss: 0.0312083 | val_loss: 0.0312156 | Time: 2738.56 ms [2022-02-09 20:45:25 main:574] : INFO : Epoch 1623 | loss: 0.0312102 | val_loss: 0.0312189 | Time: 2749.43 ms [2022-02-09 20:45:28 main:574] : INFO : Epoch 1624 | loss: 0.0312101 | val_loss: 0.0312201 | Time: 2769.63 ms [2022-02-09 20:45:31 main:574] : INFO : Epoch 1625 | loss: 0.03121 | val_loss: 0.0312162 | Time: 2746.11 ms [2022-02-09 20:45:33 main:574] : INFO : Epoch 1626 | loss: 0.0312076 | val_loss: 0.0312129 | Time: 2778.71 ms [2022-02-09 20:45:36 main:574] : INFO : Epoch 1627 | loss: 0.0312073 | val_loss: 0.0312138 | Time: 2733.52 ms [2022-02-09 20:45:39 main:574] : INFO : Epoch 1628 | loss: 0.0312071 | val_loss: 0.031212 | Time: 2811.36 ms [2022-02-09 20:45:42 main:574] : INFO : Epoch 1629 | loss: 0.0312077 | val_loss: 0.0312128 | Time: 2863.88 ms [2022-02-09 20:45:45 main:574] : INFO : Epoch 1630 | loss: 0.03121 | val_loss: 0.0312132 | Time: 2755.67 ms [2022-02-09 20:45:47 main:574] : INFO : Epoch 1631 | loss: 0.0312098 | val_loss: 0.0312183 | Time: 2791.72 ms [2022-02-09 20:45:50 main:574] : INFO : Epoch 1632 | loss: 0.0312096 | val_loss: 0.0312138 | Time: 2737.38 ms [2022-02-09 20:45:53 main:574] : INFO : Epoch 1633 | loss: 0.0312086 | val_loss: 0.0312124 | Time: 2778.93 ms [2022-02-09 20:45:56 main:574] : INFO : Epoch 1634 | loss: 0.0312082 | val_loss: 0.0312144 | Time: 2846.7 ms [2022-02-09 20:45:58 main:574] : INFO : Epoch 1635 | loss: 0.031225 | val_loss: 0.0312516 | Time: 2688.35 ms [2022-02-09 20:46:01 main:574] : INFO : Epoch 1636 | loss: 0.0312528 | val_loss: 0.0312468 | Time: 2772.71 ms [2022-02-09 20:46:04 main:574] : INFO : Epoch 1637 | loss: 0.0312459 | val_loss: 0.031243 | Time: 2831.91 ms [2022-02-09 20:46:07 main:574] : INFO : Epoch 1638 | loss: 0.0312416 | val_loss: 0.0312418 | Time: 2748.71 ms [2022-02-09 20:46:10 main:574] : INFO : Epoch 1639 | loss: 0.0312386 | val_loss: 0.0312381 | Time: 2783.17 ms [2022-02-09 20:46:12 main:574] : INFO : Epoch 1640 | loss: 0.0312371 | val_loss: 0.0312372 | Time: 2760 ms [2022-02-09 20:46:15 main:574] : INFO : Epoch 1641 | loss: 0.0312369 | val_loss: 0.0312365 | Time: 2764.74 ms [2022-02-09 20:46:18 main:574] : INFO : Epoch 1642 | loss: 0.0312372 | val_loss: 0.0312397 | Time: 2835.08 ms [2022-02-09 20:46:21 main:574] : INFO : Epoch 1643 | loss: 0.031237 | val_loss: 0.0312432 | Time: 2738.27 ms [2022-02-09 20:46:23 main:574] : INFO : Epoch 1644 | loss: 0.0312373 | val_loss: 0.0312351 | Time: 2797.85 ms [2022-02-09 20:46:26 main:574] : INFO : Epoch 1645 | loss: 0.0312353 | val_loss: 0.0312348 | Time: 2714.58 ms [2022-02-09 20:46:29 main:574] : INFO : Epoch 1646 | loss: 0.0312345 | val_loss: 0.0312364 | Time: 2765.16 ms [2022-02-09 20:46:32 main:574] : INFO : Epoch 1647 | loss: 0.0312345 | val_loss: 0.0312346 | Time: 2807.89 ms [2022-02-09 20:46:35 main:574] : INFO : Epoch 1648 | loss: 0.0312342 | val_loss: 0.0312339 | Time: 2757.11 ms [2022-02-09 20:46:37 main:574] : INFO : Epoch 1649 | loss: 0.0312333 | val_loss: 0.0312387 | Time: 2790.88 ms [2022-02-09 20:46:40 main:574] : INFO : Epoch 1650 | loss: 0.0312353 | val_loss: 0.0312355 | Time: 2728.14 ms [2022-02-09 20:46:43 main:574] : INFO : Epoch 1651 | loss: 0.0312326 | val_loss: 0.0312312 | Time: 2775.84 ms [2022-02-09 20:46:46 main:574] : INFO : Epoch 1652 | loss: 0.0312318 | val_loss: 0.0312316 | Time: 2849.31 ms [2022-02-09 20:46:48 main:574] : INFO : Epoch 1653 | loss: 0.0312305 | val_loss: 0.0312306 | Time: 2689.38 ms [2022-02-09 20:46:51 main:574] : INFO : Epoch 1654 | loss: 0.031231 | val_loss: 0.0312328 | Time: 2705.6 ms [2022-02-09 20:46:53 main:574] : INFO : Epoch 1655 | loss: 0.0312324 | val_loss: 0.0312328 | Time: 2112.25 ms [2022-02-09 20:46:55 main:574] : INFO : Epoch 1656 | loss: 0.0312312 | val_loss: 0.0312287 | Time: 1420.89 ms [2022-02-09 20:46:57 main:574] : INFO : Epoch 1657 | loss: 0.03123 | val_loss: 0.0312287 | Time: 2738.51 ms [2022-02-09 20:47:00 main:574] : INFO : Epoch 1658 | loss: 0.0312288 | val_loss: 0.0312313 | Time: 2780.14 ms [2022-02-09 20:47:03 main:574] : INFO : Epoch 1659 | loss: 0.0312288 | val_loss: 0.0312285 | Time: 2790.26 ms [2022-02-09 20:47:06 main:574] : INFO : Epoch 1660 | loss: 0.0312284 | val_loss: 0.0312276 | Time: 2769.3 ms [2022-02-09 20:47:08 main:574] : INFO : Epoch 1661 | loss: 0.0312282 | val_loss: 0.0312275 | Time: 2794.82 ms [2022-02-09 20:47:11 main:574] : INFO : Epoch 1662 | loss: 0.0312306 | val_loss: 0.0312292 | Time: 2779.74 ms [2022-02-09 20:47:14 main:574] : INFO : Epoch 1663 | loss: 0.0312314 | val_loss: 0.0312276 | Time: 2762.29 ms [2022-02-09 20:47:17 main:574] : INFO : Epoch 1664 | loss: 0.0312294 | val_loss: 0.0312278 | Time: 2777.87 ms [2022-02-09 20:47:20 main:574] : INFO : Epoch 1665 | loss: 0.0312279 | val_loss: 0.0312267 | Time: 2769.38 ms [2022-02-09 20:47:22 main:574] : INFO : Epoch 1666 | loss: 0.0312273 | val_loss: 0.0312267 | Time: 2772.62 ms [2022-02-09 20:47:25 main:574] : INFO : Epoch 1667 | loss: 0.0312277 | val_loss: 0.0312257 | Time: 2842.67 ms [2022-02-09 20:47:28 main:574] : INFO : Epoch 1668 | loss: 0.031227 | val_loss: 0.0312254 | Time: 2675.53 ms [2022-02-09 20:47:31 main:574] : INFO : Epoch 1669 | loss: 0.0312267 | val_loss: 0.0312255 | Time: 2779.53 ms [2022-02-09 20:47:33 main:574] : INFO : Epoch 1670 | loss: 0.0312263 | val_loss: 0.0312284 | Time: 2724.45 ms [2022-02-09 20:47:36 main:574] : INFO : Epoch 1671 | loss: 0.031229 | val_loss: 0.0312271 | Time: 2744.22 ms [2022-02-09 20:47:39 main:574] : INFO : Epoch 1672 | loss: 0.0312279 | val_loss: 0.0312249 | Time: 2831.67 ms [2022-02-09 20:47:42 main:574] : INFO : Epoch 1673 | loss: 0.0312278 | val_loss: 0.0312255 | Time: 2728.79 ms [2022-02-09 20:47:44 main:574] : INFO : Epoch 1674 | loss: 0.0312275 | val_loss: 0.0312264 | Time: 2781.93 ms [2022-02-09 20:47:47 main:574] : INFO : Epoch 1675 | loss: 0.0312271 | val_loss: 0.0312281 | Time: 2790.48 ms [2022-02-09 20:47:50 main:574] : INFO : Epoch 1676 | loss: 0.0312268 | val_loss: 0.0312301 | Time: 2779 ms [2022-02-09 20:47:53 main:574] : INFO : Epoch 1677 | loss: 0.0312265 | val_loss: 0.0312244 | Time: 2792.9 ms [2022-02-09 20:47:56 main:574] : INFO : Epoch 1678 | loss: 0.0312274 | val_loss: 0.031228 | Time: 2747.35 ms [2022-02-09 20:47:58 main:574] : INFO : Epoch 1679 | loss: 0.0312265 | val_loss: 0.0312274 | Time: 2769.58 ms [2022-02-09 20:48:01 main:574] : INFO : Epoch 1680 | loss: 0.0312268 | val_loss: 0.0312237 | Time: 2747.44 ms [2022-02-09 20:48:04 main:574] : INFO : Epoch 1681 | loss: 0.0312253 | val_loss: 0.0312232 | Time: 2708.09 ms [2022-02-09 20:48:07 main:574] : INFO : Epoch 1682 | loss: 0.0312255 | val_loss: 0.031226 | Time: 2750.77 ms [2022-02-09 20:48:09 main:574] : INFO : Epoch 1683 | loss: 0.0312243 | val_loss: 0.0312226 | Time: 2746.83 ms [2022-02-09 20:48:12 main:574] : INFO : Epoch 1684 | loss: 0.031226 | val_loss: 0.0312297 | Time: 2761.02 ms [2022-02-09 20:48:15 main:574] : INFO : Epoch 1685 | loss: 0.0312272 | val_loss: 0.0312246 | Time: 2859.11 ms [2022-02-09 20:48:18 main:574] : INFO : Epoch 1686 | loss: 0.0312262 | val_loss: 0.0312241 | Time: 2696.57 ms [2022-02-09 20:48:21 main:574] : INFO : Epoch 1687 | loss: 0.0312262 | val_loss: 0.0312225 | Time: 2777.19 ms [2022-02-09 20:48:23 main:574] : INFO : Epoch 1688 | loss: 0.0312242 | val_loss: 0.0312226 | Time: 2751.23 ms [2022-02-09 20:48:26 main:574] : INFO : Epoch 1689 | loss: 0.0312247 | val_loss: 0.0312212 | Time: 2796.56 ms [2022-02-09 20:48:29 main:574] : INFO : Epoch 1690 | loss: 0.0312236 | val_loss: 0.0312223 | Time: 2785.82 ms [2022-02-09 20:48:32 main:574] : INFO : Epoch 1691 | loss: 0.0312239 | val_loss: 0.0312215 | Time: 2701.54 ms [2022-02-09 20:48:34 main:574] : INFO : Epoch 1692 | loss: 0.0312238 | val_loss: 0.0312231 | Time: 2757.2 ms [2022-02-09 20:48:37 main:574] : INFO : Epoch 1693 | loss: 0.0312228 | val_loss: 0.0312207 | Time: 2786.07 ms [2022-02-09 20:48:40 main:574] : INFO : Epoch 1694 | loss: 0.0312236 | val_loss: 0.031221 | Time: 2760.47 ms [2022-02-09 20:48:43 main:574] : INFO : Epoch 1695 | loss: 0.0312232 | val_loss: 0.0312222 | Time: 2780.43 ms [2022-02-09 20:48:45 main:574] : INFO : Epoch 1696 | loss: 0.0312245 | val_loss: 0.0312226 | Time: 2793.59 ms [2022-02-09 20:48:48 main:574] : INFO : Epoch 1697 | loss: 0.0312245 | val_loss: 0.031221 | Time: 2747.15 ms [2022-02-09 20:48:51 main:574] : INFO : Epoch 1698 | loss: 0.0312217 | val_loss: 0.0312205 | Time: 2820.86 ms [2022-02-09 20:48:54 main:574] : INFO : Epoch 1699 | loss: 0.0312244 | val_loss: 0.0312258 | Time: 2722.35 ms [2022-02-09 20:48:56 main:574] : INFO : Epoch 1700 | loss: 0.0312259 | val_loss: 0.031222 | Time: 2761.25 ms [2022-02-09 20:48:59 main:574] : INFO : Epoch 1701 | loss: 0.0312213 | val_loss: 0.0312201 | Time: 2788.97 ms [2022-02-09 20:49:02 main:574] : INFO : Epoch 1702 | loss: 0.0312205 | val_loss: 0.031224 | Time: 2756.7 ms [2022-02-09 20:49:05 main:574] : INFO : Epoch 1703 | loss: 0.0312277 | val_loss: 0.0312318 | Time: 2807.48 ms [2022-02-09 20:49:08 main:574] : INFO : Epoch 1704 | loss: 0.0312275 | val_loss: 0.0312225 | Time: 2705.77 ms [2022-02-09 20:49:10 main:574] : INFO : Epoch 1705 | loss: 0.0312223 | val_loss: 0.0312207 | Time: 2764.93 ms [2022-02-09 20:49:13 main:574] : INFO : Epoch 1706 | loss: 0.0312215 | val_loss: 0.0312215 | Time: 2812.75 ms [2022-02-09 20:49:16 main:574] : INFO : Epoch 1707 | loss: 0.0312221 | val_loss: 0.0312209 | Time: 2748.06 ms [2022-02-09 20:49:19 main:574] : INFO : Epoch 1708 | loss: 0.0312241 | val_loss: 0.031221 | Time: 2642.37 ms [2022-02-09 20:49:21 main:574] : INFO : Epoch 1709 | loss: 0.0312202 | val_loss: 0.0312193 | Time: 2719.64 ms [2022-02-09 20:49:24 main:574] : INFO : Epoch 1710 | loss: 0.0312192 | val_loss: 0.0312189 | Time: 2746.77 ms [2022-02-09 20:49:27 main:574] : INFO : Epoch 1711 | loss: 0.0312203 | val_loss: 0.0312351 | Time: 2821.74 ms [2022-02-09 20:49:30 main:574] : INFO : Epoch 1712 | loss: 0.0312274 | val_loss: 0.0312226 | Time: 2712.03 ms [2022-02-09 20:49:32 main:574] : INFO : Epoch 1713 | loss: 0.0312221 | val_loss: 0.0312208 | Time: 2767.75 ms [2022-02-09 20:49:35 main:574] : INFO : Epoch 1714 | loss: 0.0312189 | val_loss: 0.0312185 | Time: 2734.25 ms [2022-02-09 20:49:38 main:574] : INFO : Epoch 1715 | loss: 0.0312183 | val_loss: 0.0312186 | Time: 2751.86 ms [2022-02-09 20:49:41 main:574] : INFO : Epoch 1716 | loss: 0.0312178 | val_loss: 0.0312175 | Time: 2805.67 ms [2022-02-09 20:49:43 main:574] : INFO : Epoch 1717 | loss: 0.031218 | val_loss: 0.031217 | Time: 2706.11 ms [2022-02-09 20:49:46 main:574] : INFO : Epoch 1718 | loss: 0.0312176 | val_loss: 0.0312169 | Time: 2772.29 ms [2022-02-09 20:49:49 main:574] : INFO : Epoch 1719 | loss: 0.0312172 | val_loss: 0.0312173 | Time: 2839.34 ms [2022-02-09 20:49:52 main:574] : INFO : Epoch 1720 | loss: 0.0312168 | val_loss: 0.0312164 | Time: 2767.03 ms [2022-02-09 20:49:55 main:574] : INFO : Epoch 1721 | loss: 0.0312171 | val_loss: 0.0312168 | Time: 2794.11 ms [2022-02-09 20:49:57 main:574] : INFO : Epoch 1722 | loss: 0.0312169 | val_loss: 0.0312171 | Time: 2774.93 ms [2022-02-09 20:50:00 main:574] : INFO : Epoch 1723 | loss: 0.031217 | val_loss: 0.031216 | Time: 2751.81 ms [2022-02-09 20:50:03 main:574] : INFO : Epoch 1724 | loss: 0.0312165 | val_loss: 0.0312176 | Time: 2794.73 ms [2022-02-09 20:50:06 main:574] : INFO : Epoch 1725 | loss: 0.0312213 | val_loss: 0.0312199 | Time: 2700.4 ms [2022-02-09 20:50:08 main:574] : INFO : Epoch 1726 | loss: 0.0312173 | val_loss: 0.0312212 | Time: 2784.9 ms [2022-02-09 20:50:11 main:574] : INFO : Epoch 1727 | loss: 0.0312201 | val_loss: 0.0312176 | Time: 2791.51 ms [2022-02-09 20:50:14 main:574] : INFO : Epoch 1728 | loss: 0.0312208 | val_loss: 0.0312179 | Time: 2796.69 ms [2022-02-09 20:50:17 main:574] : INFO : Epoch 1729 | loss: 0.031217 | val_loss: 0.0312159 | Time: 2780.74 ms [2022-02-09 20:50:19 main:574] : INFO : Epoch 1730 | loss: 0.0312173 | val_loss: 0.0312171 | Time: 2649.31 ms [2022-02-09 20:50:22 main:574] : INFO : Epoch 1731 | loss: 0.0312155 | val_loss: 0.0312161 | Time: 2778.19 ms [2022-02-09 20:50:25 main:574] : INFO : Epoch 1732 | loss: 0.0312152 | val_loss: 0.0312151 | Time: 2742.75 ms [2022-02-09 20:50:28 main:574] : INFO : Epoch 1733 | loss: 0.0312154 | val_loss: 0.0312153 | Time: 2763.18 ms [2022-02-09 20:50:31 main:574] : INFO : Epoch 1734 | loss: 0.0312162 | val_loss: 0.0312208 | Time: 2828.88 ms [2022-02-09 20:50:33 main:574] : INFO : Epoch 1735 | loss: 0.0312154 | val_loss: 0.0312153 | Time: 2741.11 ms [2022-02-09 20:50:36 main:574] : INFO : Epoch 1736 | loss: 0.0312147 | val_loss: 0.0312178 | Time: 2779.33 ms [2022-02-09 20:50:39 main:574] : INFO : Epoch 1737 | loss: 0.0312179 | val_loss: 0.0312197 | Time: 2765.24 ms [2022-02-09 20:50:42 main:574] : INFO : Epoch 1738 | loss: 0.0312148 | val_loss: 0.0312152 | Time: 2747.65 ms [2022-02-09 20:50:44 main:574] : INFO : Epoch 1739 | loss: 0.0312149 | val_loss: 0.0312141 | Time: 2818.48 ms [2022-02-09 20:50:47 main:574] : INFO : Epoch 1740 | loss: 0.0312201 | val_loss: 0.0312199 | Time: 2749.17 ms [2022-02-09 20:50:50 main:574] : INFO : Epoch 1741 | loss: 0.0312189 | val_loss: 0.031218 | Time: 2777.18 ms [2022-02-09 20:50:53 main:574] : INFO : Epoch 1742 | loss: 0.0312176 | val_loss: 0.0312194 | Time: 2820.43 ms [2022-02-09 20:50:55 main:574] : INFO : Epoch 1743 | loss: 0.0312182 | val_loss: 0.0312172 | Time: 2699.95 ms [2022-02-09 20:50:58 main:574] : INFO : Epoch 1744 | loss: 0.031219 | val_loss: 0.031219 | Time: 2756.13 ms [2022-02-09 20:51:01 main:574] : INFO : Epoch 1745 | loss: 0.0312174 | val_loss: 0.0312164 | Time: 2802.28 ms [2022-02-09 20:51:04 main:574] : INFO : Epoch 1746 | loss: 0.0312167 | val_loss: 0.0312151 | Time: 2784.35 ms [2022-02-09 20:51:07 main:574] : INFO : Epoch 1747 | loss: 0.0312162 | val_loss: 0.0312163 | Time: 2839.13 ms [2022-02-09 20:51:09 main:574] : INFO : Epoch 1748 | loss: 0.0312156 | val_loss: 0.031214 | Time: 2650.77 ms [2022-02-09 20:51:12 main:574] : INFO : Epoch 1749 | loss: 0.0312182 | val_loss: 0.0312146 | Time: 2764.94 ms [2022-02-09 20:51:15 main:574] : INFO : Epoch 1750 | loss: 0.0312186 | val_loss: 0.0312181 | Time: 2746.06 ms [2022-02-09 20:51:18 main:574] : INFO : Epoch 1751 | loss: 0.0312184 | val_loss: 0.0312216 | Time: 2755.33 ms [2022-02-09 20:51:21 main:574] : INFO : Epoch 1752 | loss: 0.031216 | val_loss: 0.0312156 | Time: 2814 ms [2022-02-09 20:51:23 main:574] : INFO : Epoch 1753 | loss: 0.0312154 | val_loss: 0.0312179 | Time: 2679.65 ms [2022-02-09 20:51:26 main:574] : INFO : Epoch 1754 | loss: 0.0312164 | val_loss: 0.0312181 | Time: 2780.81 ms [2022-02-09 20:51:29 main:574] : INFO : Epoch 1755 | loss: 0.0312171 | val_loss: 0.0312165 | Time: 2797.62 ms [2022-02-09 20:51:31 main:574] : INFO : Epoch 1756 | loss: 0.0312182 | val_loss: 0.0312183 | Time: 2672.48 ms [2022-02-09 20:51:34 main:574] : INFO : Epoch 1757 | loss: 0.0312184 | val_loss: 0.0312153 | Time: 2797.07 ms [2022-02-09 20:51:37 main:574] : INFO : Epoch 1758 | loss: 0.0312162 | val_loss: 0.0312146 | Time: 2788.43 ms [2022-02-09 20:51:40 main:574] : INFO : Epoch 1759 | loss: 0.0312179 | val_loss: 0.0312148 | Time: 2745 ms [2022-02-09 20:51:42 main:574] : INFO : Epoch 1760 | loss: 0.0312156 | val_loss: 0.0312145 | Time: 2220.81 ms [2022-02-09 20:51:43 main:574] : INFO : Epoch 1761 | loss: 0.0312156 | val_loss: 0.0312142 | Time: 1462.52 ms [2022-02-09 20:51:46 main:574] : INFO : Epoch 1762 | loss: 0.0312156 | val_loss: 0.0312139 | Time: 2443.23 ms [2022-02-09 20:51:49 main:574] : INFO : Epoch 1763 | loss: 0.0312186 | val_loss: 0.0312152 | Time: 2740.67 ms [2022-02-09 20:51:51 main:574] : INFO : Epoch 1764 | loss: 0.0312151 | val_loss: 0.0312142 | Time: 2748.57 ms [2022-02-09 20:51:54 main:574] : INFO : Epoch 1765 | loss: 0.0312146 | val_loss: 0.0312133 | Time: 2816.51 ms [2022-02-09 20:51:57 main:574] : INFO : Epoch 1766 | loss: 0.0312142 | val_loss: 0.0312214 | Time: 2685.28 ms [2022-02-09 20:52:00 main:574] : INFO : Epoch 1767 | loss: 0.0312168 | val_loss: 0.0312142 | Time: 2786.36 ms [2022-02-09 20:52:03 main:574] : INFO : Epoch 1768 | loss: 0.0312157 | val_loss: 0.0312201 | Time: 2760.29 ms [2022-02-09 20:52:05 main:574] : INFO : Epoch 1769 | loss: 0.031218 | val_loss: 0.0312239 | Time: 2793.35 ms [2022-02-09 20:52:08 main:574] : INFO : Epoch 1770 | loss: 0.0312152 | val_loss: 0.0312167 | Time: 2829.94 ms [2022-02-09 20:52:11 main:574] : INFO : Epoch 1771 | loss: 0.0312147 | val_loss: 0.0312148 | Time: 2701.48 ms [2022-02-09 20:52:14 main:574] : INFO : Epoch 1772 | loss: 0.0312157 | val_loss: 0.0312137 | Time: 2777.38 ms [2022-02-09 20:52:16 main:574] : INFO : Epoch 1773 | loss: 0.0312143 | val_loss: 0.0312163 | Time: 2707.85 ms [2022-02-09 20:52:19 main:574] : INFO : Epoch 1774 | loss: 0.0312139 | val_loss: 0.0312194 | Time: 2751.71 ms [2022-02-09 20:52:22 main:574] : INFO : Epoch 1775 | loss: 0.031215 | val_loss: 0.0312182 | Time: 2826.4 ms [2022-02-09 20:52:25 main:574] : INFO : Epoch 1776 | loss: 0.0312149 | val_loss: 0.0312165 | Time: 2701.29 ms [2022-02-09 20:52:27 main:574] : INFO : Epoch 1777 | loss: 0.0312142 | val_loss: 0.0312138 | Time: 2771.01 ms [2022-02-09 20:52:30 main:574] : INFO : Epoch 1778 | loss: 0.0312129 | val_loss: 0.031214 | Time: 2772.42 ms [2022-02-09 20:52:33 main:574] : INFO : Epoch 1779 | loss: 0.031214 | val_loss: 0.0312221 | Time: 2770.11 ms [2022-02-09 20:52:36 main:574] : INFO : Epoch 1780 | loss: 0.0312144 | val_loss: 0.0312133 | Time: 2779.15 ms [2022-02-09 20:52:38 main:574] : INFO : Epoch 1781 | loss: 0.0312124 | val_loss: 0.0312122 | Time: 2708.84 ms [2022-02-09 20:52:41 main:574] : INFO : Epoch 1782 | loss: 0.0312178 | val_loss: 0.0312213 | Time: 2783.87 ms [2022-02-09 20:52:44 main:574] : INFO : Epoch 1783 | loss: 0.0312389 | val_loss: 0.0312454 | Time: 2838.16 ms [2022-02-09 20:52:47 main:574] : INFO : Epoch 1784 | loss: 0.0312483 | val_loss: 0.031248 | Time: 2686.08 ms [2022-02-09 20:52:49 main:574] : INFO : Epoch 1785 | loss: 0.031247 | val_loss: 0.0312463 | Time: 2733.29 ms [2022-02-09 20:52:52 main:574] : INFO : Epoch 1786 | loss: 0.0312469 | val_loss: 0.0312478 | Time: 2793.04 ms [2022-02-09 20:52:55 main:574] : INFO : Epoch 1787 | loss: 0.0312469 | val_loss: 0.0312448 | Time: 2764.02 ms [2022-02-09 20:52:58 main:574] : INFO : Epoch 1788 | loss: 0.0312447 | val_loss: 0.0312431 | Time: 2797.33 ms [2022-02-09 20:53:01 main:574] : INFO : Epoch 1789 | loss: 0.0312416 | val_loss: 0.0312398 | Time: 2741.4 ms [2022-02-09 20:53:03 main:574] : INFO : Epoch 1790 | loss: 0.0312397 | val_loss: 0.0312381 | Time: 2803.61 ms [2022-02-09 20:53:06 main:574] : INFO : Epoch 1791 | loss: 0.0312381 | val_loss: 0.0312379 | Time: 2781.89 ms [2022-02-09 20:53:09 main:574] : INFO : Epoch 1792 | loss: 0.0312365 | val_loss: 0.0312356 | Time: 2745.72 ms [2022-02-09 20:53:12 main:574] : INFO : Epoch 1793 | loss: 0.0312356 | val_loss: 0.031235 | Time: 2754.76 ms [2022-02-09 20:53:14 main:574] : INFO : Epoch 1794 | loss: 0.0312347 | val_loss: 0.0312353 | Time: 2697.67 ms [2022-02-09 20:53:17 main:574] : INFO : Epoch 1795 | loss: 0.0312337 | val_loss: 0.0312341 | Time: 2794.65 ms [2022-02-09 20:53:20 main:574] : INFO : Epoch 1796 | loss: 0.0312339 | val_loss: 0.0312346 | Time: 2856.39 ms [2022-02-09 20:53:23 main:574] : INFO : Epoch 1797 | loss: 0.0312334 | val_loss: 0.0312327 | Time: 2701.23 ms [2022-02-09 20:53:26 main:574] : INFO : Epoch 1798 | loss: 0.0312319 | val_loss: 0.0312312 | Time: 2812.02 ms [2022-02-09 20:53:28 main:574] : INFO : Epoch 1799 | loss: 0.0312302 | val_loss: 0.0312295 | Time: 2744.03 ms [2022-02-09 20:53:31 main:574] : INFO : Epoch 1800 | loss: 0.0312284 | val_loss: 0.0312278 | Time: 2740.31 ms [2022-02-09 20:53:34 main:574] : INFO : Epoch 1801 | loss: 0.0312262 | val_loss: 0.0312247 | Time: 2793.11 ms [2022-02-09 20:53:37 main:574] : INFO : Epoch 1802 | loss: 0.0312249 | val_loss: 0.0312234 | Time: 2661.59 ms [2022-02-09 20:53:39 main:574] : INFO : Epoch 1803 | loss: 0.0312222 | val_loss: 0.0312219 | Time: 2758.97 ms [2022-02-09 20:53:42 main:574] : INFO : Epoch 1804 | loss: 0.0312213 | val_loss: 0.031223 | Time: 2866.36 ms [2022-02-09 20:53:45 main:574] : INFO : Epoch 1805 | loss: 0.0312238 | val_loss: 0.0312261 | Time: 2764.53 ms [2022-02-09 20:53:48 main:574] : INFO : Epoch 1806 | loss: 0.0312293 | val_loss: 0.0312274 | Time: 2853.68 ms [2022-02-09 20:53:51 main:574] : INFO : Epoch 1807 | loss: 0.0312271 | val_loss: 0.0312278 | Time: 2740.73 ms [2022-02-09 20:53:53 main:574] : INFO : Epoch 1808 | loss: 0.031226 | val_loss: 0.0312239 | Time: 2744.38 ms [2022-02-09 20:53:56 main:574] : INFO : Epoch 1809 | loss: 0.0312245 | val_loss: 0.0312266 | Time: 2785.17 ms [2022-02-09 20:53:59 main:574] : INFO : Epoch 1810 | loss: 0.0312251 | val_loss: 0.0312227 | Time: 2748.8 ms [2022-02-09 20:54:02 main:574] : INFO : Epoch 1811 | loss: 0.0312226 | val_loss: 0.0312214 | Time: 2749.48 ms [2022-02-09 20:54:04 main:574] : INFO : Epoch 1812 | loss: 0.0312229 | val_loss: 0.0312255 | Time: 2749.74 ms [2022-02-09 20:54:07 main:574] : INFO : Epoch 1813 | loss: 0.0312244 | val_loss: 0.0312224 | Time: 2656.46 ms [2022-02-09 20:54:10 main:574] : INFO : Epoch 1814 | loss: 0.0312244 | val_loss: 0.0312231 | Time: 2832.27 ms [2022-02-09 20:54:13 main:574] : INFO : Epoch 1815 | loss: 0.0312225 | val_loss: 0.031226 | Time: 2684.84 ms [2022-02-09 20:54:15 main:574] : INFO : Epoch 1816 | loss: 0.0312239 | val_loss: 0.0312186 | Time: 2768.16 ms [2022-02-09 20:54:18 main:574] : INFO : Epoch 1817 | loss: 0.0312192 | val_loss: 0.0312174 | Time: 2757.9 ms [2022-02-09 20:54:21 main:574] : INFO : Epoch 1818 | loss: 0.0312179 | val_loss: 0.0312182 | Time: 2745.92 ms [2022-02-09 20:54:24 main:574] : INFO : Epoch 1819 | loss: 0.0312175 | val_loss: 0.0312215 | Time: 2790.1 ms [2022-02-09 20:54:26 main:574] : INFO : Epoch 1820 | loss: 0.0312195 | val_loss: 0.0312163 | Time: 2815.39 ms [2022-02-09 20:54:29 main:574] : INFO : Epoch 1821 | loss: 0.0312171 | val_loss: 0.0312162 | Time: 2815.92 ms [2022-02-09 20:54:32 main:574] : INFO : Epoch 1822 | loss: 0.0312167 | val_loss: 0.0312193 | Time: 2872.05 ms [2022-02-09 20:54:35 main:574] : INFO : Epoch 1823 | loss: 0.0312184 | val_loss: 0.031218 | Time: 2777.64 ms [2022-02-09 20:54:38 main:574] : INFO : Epoch 1824 | loss: 0.0312187 | val_loss: 0.0312178 | Time: 2823.14 ms [2022-02-09 20:54:41 main:574] : INFO : Epoch 1825 | loss: 0.0312177 | val_loss: 0.0312161 | Time: 2765.92 ms [2022-02-09 20:54:43 main:574] : INFO : Epoch 1826 | loss: 0.0312164 | val_loss: 0.0312154 | Time: 2762.51 ms [2022-02-09 20:54:46 main:574] : INFO : Epoch 1827 | loss: 0.0312161 | val_loss: 0.0312158 | Time: 2819.31 ms [2022-02-09 20:54:49 main:574] : INFO : Epoch 1828 | loss: 0.0312178 | val_loss: 0.0312164 | Time: 2650.03 ms [2022-02-09 20:54:52 main:574] : INFO : Epoch 1829 | loss: 0.0312188 | val_loss: 0.0312167 | Time: 2778.61 ms [2022-02-09 20:54:54 main:574] : INFO : Epoch 1830 | loss: 0.0312172 | val_loss: 0.031216 | Time: 2771.21 ms [2022-02-09 20:54:57 main:574] : INFO : Epoch 1831 | loss: 0.0312155 | val_loss: 0.0312153 | Time: 2744.46 ms [2022-02-09 20:55:00 main:574] : INFO : Epoch 1832 | loss: 0.0312156 | val_loss: 0.0312147 | Time: 2813.65 ms [2022-02-09 20:55:03 main:574] : INFO : Epoch 1833 | loss: 0.0312152 | val_loss: 0.0312159 | Time: 2687.99 ms [2022-02-09 20:55:05 main:574] : INFO : Epoch 1834 | loss: 0.0312157 | val_loss: 0.031215 | Time: 2761.76 ms [2022-02-09 20:55:08 main:574] : INFO : Epoch 1835 | loss: 0.0312153 | val_loss: 0.0312146 | Time: 2813.28 ms [2022-02-09 20:55:11 main:574] : INFO : Epoch 1836 | loss: 0.0312156 | val_loss: 0.0312146 | Time: 2753.29 ms [2022-02-09 20:55:14 main:574] : INFO : Epoch 1837 | loss: 0.0312169 | val_loss: 0.0312219 | Time: 2786.7 ms [2022-02-09 20:55:16 main:574] : INFO : Epoch 1838 | loss: 0.031217 | val_loss: 0.0312144 | Time: 2708.48 ms [2022-02-09 20:55:19 main:574] : INFO : Epoch 1839 | loss: 0.0312146 | val_loss: 0.0312142 | Time: 2761.21 ms [2022-02-09 20:55:22 main:574] : INFO : Epoch 1840 | loss: 0.0312151 | val_loss: 0.0312144 | Time: 2741.56 ms [2022-02-09 20:55:25 main:574] : INFO : Epoch 1841 | loss: 0.0312195 | val_loss: 0.031214 | Time: 2723.64 ms [2022-02-09 20:55:28 main:574] : INFO : Epoch 1842 | loss: 0.0312145 | val_loss: 0.0312137 | Time: 2816.83 ms [2022-02-09 20:55:30 main:574] : INFO : Epoch 1843 | loss: 0.0312149 | val_loss: 0.031216 | Time: 2740.73 ms [2022-02-09 20:55:33 main:574] : INFO : Epoch 1844 | loss: 0.0312149 | val_loss: 0.0312135 | Time: 2774.61 ms [2022-02-09 20:55:36 main:574] : INFO : Epoch 1845 | loss: 0.0312133 | val_loss: 0.0312134 | Time: 2848.69 ms [2022-02-09 20:55:39 main:574] : INFO : Epoch 1846 | loss: 0.0312151 | val_loss: 0.0312137 | Time: 2711.72 ms [2022-02-09 20:55:41 main:574] : INFO : Epoch 1847 | loss: 0.0312147 | val_loss: 0.0312133 | Time: 2798.51 ms [2022-02-09 20:55:44 main:574] : INFO : Epoch 1848 | loss: 0.0312144 | val_loss: 0.0312142 | Time: 2776.51 ms [2022-02-09 20:55:47 main:574] : INFO : Epoch 1849 | loss: 0.0312136 | val_loss: 0.0312149 | Time: 2773.49 ms [2022-02-09 20:55:50 main:574] : INFO : Epoch 1850 | loss: 0.031214 | val_loss: 0.031214 | Time: 2831.58 ms [2022-02-09 20:55:53 main:574] : INFO : Epoch 1851 | loss: 0.0312146 | val_loss: 0.0312194 | Time: 2715.92 ms [2022-02-09 20:55:55 main:574] : INFO : Epoch 1852 | loss: 0.0312162 | val_loss: 0.0312161 | Time: 2750.56 ms [2022-02-09 20:55:58 main:574] : INFO : Epoch 1853 | loss: 0.0312137 | val_loss: 0.0312132 | Time: 2693.38 ms [2022-02-09 20:56:01 main:574] : INFO : Epoch 1854 | loss: 0.0312129 | val_loss: 0.0312135 | Time: 2792.53 ms [2022-02-09 20:56:04 main:574] : INFO : Epoch 1855 | loss: 0.031217 | val_loss: 0.031214 | Time: 2823.35 ms [2022-02-09 20:56:06 main:574] : INFO : Epoch 1856 | loss: 0.0312133 | val_loss: 0.031213 | Time: 2711.97 ms [2022-02-09 20:56:09 main:574] : INFO : Epoch 1857 | loss: 0.0312134 | val_loss: 0.0312154 | Time: 2752.87 ms [2022-02-09 20:56:12 main:574] : INFO : Epoch 1858 | loss: 0.0312133 | val_loss: 0.0312143 | Time: 2801.93 ms [2022-02-09 20:56:15 main:574] : INFO : Epoch 1859 | loss: 0.0312129 | val_loss: 0.0312129 | Time: 2705.16 ms [2022-02-09 20:56:17 main:574] : INFO : Epoch 1860 | loss: 0.0312126 | val_loss: 0.031214 | Time: 2768.76 ms [2022-02-09 20:56:20 main:574] : INFO : Epoch 1861 | loss: 0.0312139 | val_loss: 0.0312152 | Time: 2764.08 ms [2022-02-09 20:56:23 main:574] : INFO : Epoch 1862 | loss: 0.0312142 | val_loss: 0.0312129 | Time: 2777.01 ms [2022-02-09 20:56:26 main:574] : INFO : Epoch 1863 | loss: 0.0312127 | val_loss: 0.0312231 | Time: 2811.08 ms [2022-02-09 20:56:29 main:574] : INFO : Epoch 1864 | loss: 0.0312144 | val_loss: 0.0312161 | Time: 2715.94 ms [2022-02-09 20:56:31 main:574] : INFO : Epoch 1865 | loss: 0.0312135 | val_loss: 0.0312142 | Time: 2387.58 ms [2022-02-09 20:56:32 main:574] : INFO : Epoch 1866 | loss: 0.031215 | val_loss: 0.0312145 | Time: 1297.43 ms [2022-02-09 20:56:34 main:574] : INFO : Epoch 1867 | loss: 0.0312132 | val_loss: 0.0312137 | Time: 2071.25 ms [2022-02-09 20:56:37 main:574] : INFO : Epoch 1868 | loss: 0.0312138 | val_loss: 0.031213 | Time: 2918.57 ms [2022-02-09 20:56:40 main:574] : INFO : Epoch 1869 | loss: 0.0312124 | val_loss: 0.0312134 | Time: 2714.28 ms [2022-02-09 20:56:43 main:574] : INFO : Epoch 1870 | loss: 0.0312132 | val_loss: 0.0312126 | Time: 2747.1 ms [2022-02-09 20:56:45 main:574] : INFO : Epoch 1871 | loss: 0.0312142 | val_loss: 0.0312142 | Time: 2728.6 ms [2022-02-09 20:56:48 main:574] : INFO : Epoch 1872 | loss: 0.0312136 | val_loss: 0.0312121 | Time: 2764.91 ms [2022-02-09 20:56:51 main:574] : INFO : Epoch 1873 | loss: 0.031212 | val_loss: 0.0312121 | Time: 2797.46 ms [2022-02-09 20:56:54 main:574] : INFO : Epoch 1874 | loss: 0.0312133 | val_loss: 0.0312134 | Time: 2711.79 ms [2022-02-09 20:56:56 main:574] : INFO : Epoch 1875 | loss: 0.0312124 | val_loss: 0.031212 | Time: 2777.65 ms [2022-02-09 20:56:59 main:574] : INFO : Epoch 1876 | loss: 0.0312112 | val_loss: 0.0312121 | Time: 2769.85 ms [2022-02-09 20:57:02 main:574] : INFO : Epoch 1877 | loss: 0.031212 | val_loss: 0.0312117 | Time: 2772.37 ms [2022-02-09 20:57:05 main:574] : INFO : Epoch 1878 | loss: 0.0312122 | val_loss: 0.0312127 | Time: 2817.13 ms [2022-02-09 20:57:08 main:574] : INFO : Epoch 1879 | loss: 0.0312121 | val_loss: 0.0312125 | Time: 2766.92 ms [2022-02-09 20:57:10 main:574] : INFO : Epoch 1880 | loss: 0.0312113 | val_loss: 0.0312123 | Time: 2750.79 ms [2022-02-09 20:57:13 main:574] : INFO : Epoch 1881 | loss: 0.0312126 | val_loss: 0.0312127 | Time: 2827.59 ms [2022-02-09 20:57:16 main:574] : INFO : Epoch 1882 | loss: 0.0312119 | val_loss: 0.0312122 | Time: 2757.62 ms [2022-02-09 20:57:19 main:574] : INFO : Epoch 1883 | loss: 0.0312135 | val_loss: 0.0312125 | Time: 2776.8 ms [2022-02-09 20:57:21 main:574] : INFO : Epoch 1884 | loss: 0.0312136 | val_loss: 0.0312144 | Time: 2732.22 ms [2022-02-09 20:57:24 main:574] : INFO : Epoch 1885 | loss: 0.0312135 | val_loss: 0.0312113 | Time: 2780.03 ms [2022-02-09 20:57:27 main:574] : INFO : Epoch 1886 | loss: 0.0312119 | val_loss: 0.0312121 | Time: 2840.94 ms [2022-02-09 20:57:30 main:574] : INFO : Epoch 1887 | loss: 0.0312123 | val_loss: 0.0312118 | Time: 2722.61 ms [2022-02-09 20:57:33 main:574] : INFO : Epoch 1888 | loss: 0.0312117 | val_loss: 0.0312184 | Time: 2782.04 ms [2022-02-09 20:57:35 main:574] : INFO : Epoch 1889 | loss: 0.031212 | val_loss: 0.0312101 | Time: 2712 ms [2022-02-09 20:57:38 main:574] : INFO : Epoch 1890 | loss: 0.0312106 | val_loss: 0.0312107 | Time: 2755.59 ms [2022-02-09 20:57:41 main:574] : INFO : Epoch 1891 | loss: 0.0312101 | val_loss: 0.0312097 | Time: 2844.19 ms [2022-02-09 20:57:44 main:574] : INFO : Epoch 1892 | loss: 0.0312114 | val_loss: 0.0312157 | Time: 2747.19 ms [2022-02-09 20:57:46 main:574] : INFO : Epoch 1893 | loss: 0.0312108 | val_loss: 0.0312121 | Time: 2779.92 ms [2022-02-09 20:57:49 main:574] : INFO : Epoch 1894 | loss: 0.0312096 | val_loss: 0.0312134 | Time: 2753.35 ms [2022-02-09 20:57:52 main:574] : INFO : Epoch 1895 | loss: 0.0312117 | val_loss: 0.0312121 | Time: 2750.43 ms [2022-02-09 20:57:55 main:574] : INFO : Epoch 1896 | loss: 0.0312103 | val_loss: 0.031211 | Time: 2776.56 ms [2022-02-09 20:57:57 main:574] : INFO : Epoch 1897 | loss: 0.0312094 | val_loss: 0.0312139 | Time: 2697.23 ms [2022-02-09 20:58:00 main:574] : INFO : Epoch 1898 | loss: 0.0312112 | val_loss: 0.0312129 | Time: 2779.21 ms [2022-02-09 20:58:03 main:574] : INFO : Epoch 1899 | loss: 0.0312113 | val_loss: 0.0312092 | Time: 2823.28 ms [2022-02-09 20:58:06 main:574] : INFO : Epoch 1900 | loss: 0.0312103 | val_loss: 0.0312093 | Time: 2690.64 ms [2022-02-09 20:58:09 main:574] : INFO : Epoch 1901 | loss: 0.0312098 | val_loss: 0.03121 | Time: 2828.54 ms [2022-02-09 20:58:11 main:574] : INFO : Epoch 1902 | loss: 0.0312097 | val_loss: 0.0312092 | Time: 2774.04 ms [2022-02-09 20:58:14 main:574] : INFO : Epoch 1903 | loss: 0.0312094 | val_loss: 0.0312101 | Time: 2762.87 ms [2022-02-09 20:58:17 main:574] : INFO : Epoch 1904 | loss: 0.0312098 | val_loss: 0.0312084 | Time: 2776.07 ms [2022-02-09 20:58:20 main:574] : INFO : Epoch 1905 | loss: 0.0312101 | val_loss: 0.0312099 | Time: 2733.05 ms [2022-02-09 20:58:22 main:574] : INFO : Epoch 1906 | loss: 0.0312116 | val_loss: 0.0312126 | Time: 2782.16 ms [2022-02-09 20:58:25 main:574] : INFO : Epoch 1907 | loss: 0.0312104 | val_loss: 0.031211 | Time: 2723.63 ms [2022-02-09 20:58:28 main:574] : INFO : Epoch 1908 | loss: 0.0312095 | val_loss: 0.0312093 | Time: 2775.06 ms [2022-02-09 20:58:31 main:574] : INFO : Epoch 1909 | loss: 0.0312093 | val_loss: 0.0312094 | Time: 2785.57 ms [2022-02-09 20:58:33 main:574] : INFO : Epoch 1910 | loss: 0.0312111 | val_loss: 0.0312244 | Time: 2713 ms [2022-02-09 20:58:36 main:574] : INFO : Epoch 1911 | loss: 0.0312124 | val_loss: 0.0312155 | Time: 2797.67 ms [2022-02-09 20:58:39 main:574] : INFO : Epoch 1912 | loss: 0.0312105 | val_loss: 0.0312084 | Time: 2756.18 ms [2022-02-09 20:58:42 main:574] : INFO : Epoch 1913 | loss: 0.0312102 | val_loss: 0.0312084 | Time: 2759.32 ms [2022-02-09 20:58:45 main:574] : INFO : Epoch 1914 | loss: 0.031208 | val_loss: 0.0312085 | Time: 2770.17 ms [2022-02-09 20:58:47 main:574] : INFO : Epoch 1915 | loss: 0.0312108 | val_loss: 0.0312126 | Time: 2696.99 ms [2022-02-09 20:58:50 main:574] : INFO : Epoch 1916 | loss: 0.0312089 | val_loss: 0.0312131 | Time: 2750.35 ms [2022-02-09 20:58:53 main:574] : INFO : Epoch 1917 | loss: 0.0312084 | val_loss: 0.0312085 | Time: 2854.98 ms [2022-02-09 20:58:55 main:574] : INFO : Epoch 1918 | loss: 0.0312095 | val_loss: 0.0312091 | Time: 2649.91 ms [2022-02-09 20:58:58 main:574] : INFO : Epoch 1919 | loss: 0.0312076 | val_loss: 0.0312072 | Time: 2748.59 ms [2022-02-09 20:59:01 main:574] : INFO : Epoch 1920 | loss: 0.031209 | val_loss: 0.0312076 | Time: 2766.91 ms [2022-02-09 20:59:04 main:574] : INFO : Epoch 1921 | loss: 0.0312079 | val_loss: 0.0312074 | Time: 2787.69 ms [2022-02-09 20:59:07 main:574] : INFO : Epoch 1922 | loss: 0.0312091 | val_loss: 0.0312095 | Time: 2767.07 ms [2022-02-09 20:59:09 main:574] : INFO : Epoch 1923 | loss: 0.0312068 | val_loss: 0.031207 | Time: 2680.84 ms [2022-02-09 20:59:12 main:574] : INFO : Epoch 1924 | loss: 0.0312074 | val_loss: 0.031209 | Time: 2776.48 ms [2022-02-09 20:59:15 main:574] : INFO : Epoch 1925 | loss: 0.0312081 | val_loss: 0.0312067 | Time: 2776.9 ms [2022-02-09 20:59:18 main:574] : INFO : Epoch 1926 | loss: 0.0312069 | val_loss: 0.0312125 | Time: 2750.22 ms [2022-02-09 20:59:20 main:574] : INFO : Epoch 1927 | loss: 0.0312077 | val_loss: 0.0312095 | Time: 2797.06 ms [2022-02-09 20:59:23 main:574] : INFO : Epoch 1928 | loss: 0.0312084 | val_loss: 0.0312103 | Time: 2702.01 ms [2022-02-09 20:59:26 main:574] : INFO : Epoch 1929 | loss: 0.0312104 | val_loss: 0.0312102 | Time: 2740.39 ms [2022-02-09 20:59:29 main:574] : INFO : Epoch 1930 | loss: 0.0312096 | val_loss: 0.0312078 | Time: 2743.01 ms [2022-02-09 20:59:31 main:574] : INFO : Epoch 1931 | loss: 0.0312076 | val_loss: 0.0312092 | Time: 2742.16 ms [2022-02-09 20:59:34 main:574] : INFO : Epoch 1932 | loss: 0.0312067 | val_loss: 0.0312081 | Time: 2776.8 ms [2022-02-09 20:59:37 main:574] : INFO : Epoch 1933 | loss: 0.0312064 | val_loss: 0.0312076 | Time: 2734.86 ms [2022-02-09 20:59:40 main:574] : INFO : Epoch 1934 | loss: 0.0312073 | val_loss: 0.0312118 | Time: 2784.74 ms [2022-02-09 20:59:42 main:574] : INFO : Epoch 1935 | loss: 0.0312061 | val_loss: 0.0312056 | Time: 2750.18 ms [2022-02-09 20:59:45 main:574] : INFO : Epoch 1936 | loss: 0.0312065 | val_loss: 0.0312067 | Time: 2754.39 ms [2022-02-09 20:59:48 main:574] : INFO : Epoch 1937 | loss: 0.0312063 | val_loss: 0.0312116 | Time: 2751.46 ms [2022-02-09 20:59:51 main:574] : INFO : Epoch 1938 | loss: 0.0312085 | val_loss: 0.0312051 | Time: 2757.69 ms [2022-02-09 20:59:53 main:574] : INFO : Epoch 1939 | loss: 0.0312081 | val_loss: 0.031207 | Time: 2739.76 ms [2022-02-09 20:59:56 main:574] : INFO : Epoch 1940 | loss: 0.0312056 | val_loss: 0.0312057 | Time: 2766.75 ms [2022-02-09 20:59:59 main:574] : INFO : Epoch 1941 | loss: 0.0312051 | val_loss: 0.0312049 | Time: 2702.78 ms [2022-02-09 21:00:02 main:574] : INFO : Epoch 1942 | loss: 0.0312047 | val_loss: 0.0312043 | Time: 2753.54 ms [2022-02-09 21:00:04 main:574] : INFO : Epoch 1943 | loss: 0.0312042 | val_loss: 0.0312055 | Time: 2848.99 ms [2022-02-09 21:00:07 main:574] : INFO : Epoch 1944 | loss: 0.0312061 | val_loss: 0.0312048 | Time: 2690.81 ms [2022-02-09 21:00:10 main:574] : INFO : Epoch 1945 | loss: 0.0312052 | val_loss: 0.0312071 | Time: 2766.27 ms [2022-02-09 21:00:13 main:574] : INFO : Epoch 1946 | loss: 0.0312078 | val_loss: 0.0312138 | Time: 2771.87 ms [2022-02-09 21:00:16 main:574] : INFO : Epoch 1947 | loss: 0.0312104 | val_loss: 0.0312081 | Time: 2761.09 ms [2022-02-09 21:00:18 main:574] : INFO : Epoch 1948 | loss: 0.0312084 | val_loss: 0.0312051 | Time: 2754.67 ms [2022-02-09 21:00:21 main:574] : INFO : Epoch 1949 | loss: 0.0312058 | val_loss: 0.0312187 | Time: 2684.7 ms [2022-02-09 21:00:24 main:574] : INFO : Epoch 1950 | loss: 0.0312044 | val_loss: 0.0312052 | Time: 2791.06 ms [2022-02-09 21:00:27 main:574] : INFO : Epoch 1951 | loss: 0.0312033 | val_loss: 0.0312048 | Time: 2745.02 ms [2022-02-09 21:00:29 main:574] : INFO : Epoch 1952 | loss: 0.0312056 | val_loss: 0.0312049 | Time: 2746.92 ms [2022-02-09 21:00:32 main:574] : INFO : Epoch 1953 | loss: 0.0312063 | val_loss: 0.0312049 | Time: 2777.97 ms [2022-02-09 21:00:35 main:574] : INFO : Epoch 1954 | loss: 0.0312043 | val_loss: 0.0312025 | Time: 2722.23 ms [2022-02-09 21:00:38 main:574] : INFO : Epoch 1955 | loss: 0.0312041 | val_loss: 0.0312048 | Time: 2773.93 ms [2022-02-09 21:00:40 main:574] : INFO : Epoch 1956 | loss: 0.031205 | val_loss: 0.031204 | Time: 2845.6 ms [2022-02-09 21:00:43 main:574] : INFO : Epoch 1957 | loss: 0.0312054 | val_loss: 0.0312034 | Time: 2707.09 ms [2022-02-09 21:00:46 main:574] : INFO : Epoch 1958 | loss: 0.031203 | val_loss: 0.0312034 | Time: 2726.97 ms [2022-02-09 21:00:49 main:574] : INFO : Epoch 1959 | loss: 0.0312028 | val_loss: 0.0312026 | Time: 2781.99 ms [2022-02-09 21:00:51 main:574] : INFO : Epoch 1960 | loss: 0.0312026 | val_loss: 0.0312083 | Time: 2757.84 ms [2022-02-09 21:00:54 main:574] : INFO : Epoch 1961 | loss: 0.0312077 | val_loss: 0.0312098 | Time: 2777.23 ms [2022-02-09 21:00:57 main:574] : INFO : Epoch 1962 | loss: 0.0312063 | val_loss: 0.0312021 | Time: 2702.77 ms [2022-02-09 21:01:00 main:574] : INFO : Epoch 1963 | loss: 0.0312081 | val_loss: 0.0312082 | Time: 2771.02 ms [2022-02-09 21:01:02 main:574] : INFO : Epoch 1964 | loss: 0.0312027 | val_loss: 0.0312032 | Time: 2724.95 ms [2022-02-09 21:01:05 main:574] : INFO : Epoch 1965 | loss: 0.0312013 | val_loss: 0.0312051 | Time: 2734.13 ms [2022-02-09 21:01:08 main:574] : INFO : Epoch 1966 | loss: 0.0312016 | val_loss: 0.0312019 | Time: 2777.14 ms [2022-02-09 21:01:11 main:574] : INFO : Epoch 1967 | loss: 0.0312025 | val_loss: 0.0312027 | Time: 2729.26 ms [2022-02-09 21:01:13 main:574] : INFO : Epoch 1968 | loss: 0.0312018 | val_loss: 0.0312013 | Time: 2747.96 ms [2022-02-09 21:01:16 main:574] : INFO : Epoch 1969 | loss: 0.0312031 | val_loss: 0.0312113 | Time: 2867.55 ms [2022-02-09 21:01:19 main:574] : INFO : Epoch 1970 | loss: 0.0312043 | val_loss: 0.0312042 | Time: 3021.81 ms [2022-02-09 21:01:21 main:574] : INFO : Epoch 1971 | loss: 0.0312011 | val_loss: 0.0312018 | Time: 1434.52 ms [2022-02-09 21:01:22 main:574] : INFO : Epoch 1972 | loss: 0.0312 | val_loss: 0.0312019 | Time: 1532.66 ms [2022-02-09 21:01:25 main:574] : INFO : Epoch 1973 | loss: 0.0312015 | val_loss: 0.031201 | Time: 2766.24 ms [2022-02-09 21:01:28 main:574] : INFO : Epoch 1974 | loss: 0.0312014 | val_loss: 0.0312007 | Time: 2755.57 ms [2022-02-09 21:01:31 main:574] : INFO : Epoch 1975 | loss: 0.0311999 | val_loss: 0.0312015 | Time: 2752.41 ms [2022-02-09 21:01:33 main:574] : INFO : Epoch 1976 | loss: 0.031201 | val_loss: 0.0312051 | Time: 2778.12 ms [2022-02-09 21:01:36 main:574] : INFO : Epoch 1977 | loss: 0.0312003 | val_loss: 0.0312027 | Time: 2753.57 ms [2022-02-09 21:01:39 main:574] : INFO : Epoch 1978 | loss: 0.0312006 | val_loss: 0.0312012 | Time: 2776.54 ms [2022-02-09 21:01:42 main:574] : INFO : Epoch 1979 | loss: 0.0311997 | val_loss: 0.0312017 | Time: 2853.71 ms [2022-02-09 21:01:44 main:574] : INFO : Epoch 1980 | loss: 0.0311997 | val_loss: 0.0312019 | Time: 2649.95 ms [2022-02-09 21:01:47 main:574] : INFO : Epoch 1981 | loss: 0.0312008 | val_loss: 0.0312037 | Time: 2815.43 ms [2022-02-09 21:01:50 main:574] : INFO : Epoch 1982 | loss: 0.0311994 | val_loss: 0.0312059 | Time: 2775.44 ms [2022-02-09 21:01:53 main:574] : INFO : Epoch 1983 | loss: 0.031203 | val_loss: 0.0312022 | Time: 2789.98 ms [2022-02-09 21:01:56 main:574] : INFO : Epoch 1984 | loss: 0.0311991 | val_loss: 0.0312008 | Time: 2779.15 ms [2022-02-09 21:01:58 main:574] : INFO : Epoch 1985 | loss: 0.0312011 | val_loss: 0.0312069 | Time: 2705.89 ms [2022-02-09 21:02:01 main:574] : INFO : Epoch 1986 | loss: 0.0312005 | val_loss: 0.0312007 | Time: 2781.05 ms [2022-02-09 21:02:04 main:574] : INFO : Epoch 1987 | loss: 0.0311984 | val_loss: 0.0311988 | Time: 2765.79 ms [2022-02-09 21:02:07 main:574] : INFO : Epoch 1988 | loss: 0.0311978 | val_loss: 0.031199 | Time: 2797.91 ms [2022-02-09 21:02:09 main:574] : INFO : Epoch 1989 | loss: 0.0311991 | val_loss: 0.0312003 | Time: 2773.9 ms [2022-02-09 21:02:12 main:574] : INFO : Epoch 1990 | loss: 0.0311978 | val_loss: 0.0312019 | Time: 2721.81 ms [2022-02-09 21:02:15 main:574] : INFO : Epoch 1991 | loss: 0.0311996 | val_loss: 0.0312046 | Time: 2753.71 ms [2022-02-09 21:02:18 main:574] : INFO : Epoch 1992 | loss: 0.0311998 | val_loss: 0.0311993 | Time: 2754.55 ms [2022-02-09 21:02:21 main:574] : INFO : Epoch 1993 | loss: 0.0311975 | val_loss: 0.0311992 | Time: 2748.58 ms [2022-02-09 21:02:23 main:574] : INFO : Epoch 1994 | loss: 0.0311972 | val_loss: 0.031199 | Time: 2748.11 ms [2022-02-09 21:02:26 main:574] : INFO : Epoch 1995 | loss: 0.0311966 | val_loss: 0.0311997 | Time: 2752.84 ms [2022-02-09 21:02:29 main:574] : INFO : Epoch 1996 | loss: 0.0311958 | val_loss: 0.0311986 | Time: 2718.19 ms [2022-02-09 21:02:32 main:574] : INFO : Epoch 1997 | loss: 0.031198 | val_loss: 0.0311998 | Time: 2848.29 ms [2022-02-09 21:02:34 main:574] : INFO : Epoch 1998 | loss: 0.0311972 | val_loss: 0.031201 | Time: 2677.99 ms [2022-02-09 21:02:37 main:574] : INFO : Epoch 1999 | loss: 0.0311982 | val_loss: 0.0311982 | Time: 2853.18 ms [2022-02-09 21:02:40 main:574] : INFO : Epoch 2000 | loss: 0.0311954 | val_loss: 0.0311978 | Time: 2764.09 ms [2022-02-09 21:02:43 main:574] : INFO : Epoch 2001 | loss: 0.0311976 | val_loss: 0.0312013 | Time: 2775.94 ms [2022-02-09 21:02:45 main:574] : INFO : Epoch 2002 | loss: 0.0311966 | val_loss: 0.0311989 | Time: 2773.33 ms [2022-02-09 21:02:48 main:574] : INFO : Epoch 2003 | loss: 0.031195 | val_loss: 0.0311991 | Time: 2693.16 ms [2022-02-09 21:02:51 main:574] : INFO : Epoch 2004 | loss: 0.0311962 | val_loss: 0.0311996 | Time: 2805.75 ms [2022-02-09 21:02:54 main:574] : INFO : Epoch 2005 | loss: 0.0311957 | val_loss: 0.0311987 | Time: 2762.35 ms [2022-02-09 21:02:56 main:574] : INFO : Epoch 2006 | loss: 0.0311958 | val_loss: 0.0311978 | Time: 2738.54 ms [2022-02-09 21:02:59 main:574] : INFO : Epoch 2007 | loss: 0.0311948 | val_loss: 0.0311995 | Time: 2745.54 ms [2022-02-09 21:03:02 main:574] : INFO : Epoch 2008 | loss: 0.0311957 | val_loss: 0.0312001 | Time: 2691.93 ms [2022-02-09 21:03:05 main:574] : INFO : Epoch 2009 | loss: 0.0311943 | val_loss: 0.0311973 | Time: 2765.4 ms [2022-02-09 21:03:07 main:574] : INFO : Epoch 2010 | loss: 0.0311962 | val_loss: 0.0311983 | Time: 2792.41 ms [2022-02-09 21:03:10 main:574] : INFO : Epoch 2011 | loss: 0.0311988 | val_loss: 0.0312041 | Time: 2682.16 ms [2022-02-09 21:03:13 main:574] : INFO : Epoch 2012 | loss: 0.0311963 | val_loss: 0.0311975 | Time: 2777.9 ms [2022-02-09 21:03:16 main:574] : INFO : Epoch 2013 | loss: 0.0311953 | val_loss: 0.0311979 | Time: 2798.3 ms [2022-02-09 21:03:19 main:574] : INFO : Epoch 2014 | loss: 0.0311939 | val_loss: 0.0311979 | Time: 2753.4 ms [2022-02-09 21:03:21 main:574] : INFO : Epoch 2015 | loss: 0.0311947 | val_loss: 0.0311994 | Time: 2794.8 ms [2022-02-09 21:03:24 main:574] : INFO : Epoch 2016 | loss: 0.0311966 | val_loss: 0.0311986 | Time: 2758.47 ms [2022-02-09 21:03:27 main:574] : INFO : Epoch 2017 | loss: 0.0311965 | val_loss: 0.0311998 | Time: 2776.32 ms [2022-02-09 21:03:30 main:574] : INFO : Epoch 2018 | loss: 0.0311995 | val_loss: 0.0311975 | Time: 2823.61 ms [2022-02-09 21:03:32 main:574] : INFO : Epoch 2019 | loss: 0.0311986 | val_loss: 0.0312002 | Time: 2779.02 ms [2022-02-09 21:03:35 main:574] : INFO : Epoch 2020 | loss: 0.0311978 | val_loss: 0.031203 | Time: 2788.87 ms [2022-02-09 21:03:38 main:574] : INFO : Epoch 2021 | loss: 0.0311946 | val_loss: 0.0311984 | Time: 2708.54 ms [2022-02-09 21:03:41 main:574] : INFO : Epoch 2022 | loss: 0.0311942 | val_loss: 0.0311979 | Time: 2774.49 ms [2022-02-09 21:03:43 main:574] : INFO : Epoch 2023 | loss: 0.031194 | val_loss: 0.0311977 | Time: 2711.09 ms [2022-02-09 21:03:46 main:574] : INFO : Epoch 2024 | loss: 0.0311987 | val_loss: 0.0312125 | Time: 2572.27 ms [2022-02-09 21:03:49 main:574] : INFO : Epoch 2025 | loss: 0.0312022 | val_loss: 0.0311993 | Time: 2745.01 ms [2022-02-09 21:03:52 main:574] : INFO : Epoch 2026 | loss: 0.0311992 | val_loss: 0.0311972 | Time: 2783.46 ms [2022-02-09 21:03:54 main:574] : INFO : Epoch 2027 | loss: 0.0311942 | val_loss: 0.0312004 | Time: 2744.69 ms [2022-02-09 21:03:57 main:574] : INFO : Epoch 2028 | loss: 0.0311966 | val_loss: 0.0311969 | Time: 2810.58 ms [2022-02-09 21:04:00 main:574] : INFO : Epoch 2029 | loss: 0.0311951 | val_loss: 0.0312094 | Time: 2709.87 ms [2022-02-09 21:04:03 main:574] : INFO : Epoch 2030 | loss: 0.0311955 | val_loss: 0.0312006 | Time: 2763.36 ms [2022-02-09 21:04:05 main:574] : INFO : Epoch 2031 | loss: 0.031194 | val_loss: 0.0312137 | Time: 2764.34 ms [2022-02-09 21:04:08 main:574] : INFO : Epoch 2032 | loss: 0.0311986 | val_loss: 0.0312037 | Time: 2763.9 ms [2022-02-09 21:04:11 main:574] : INFO : Epoch 2033 | loss: 0.0311949 | val_loss: 0.0311967 | Time: 2781.87 ms [2022-02-09 21:04:14 main:574] : INFO : Epoch 2034 | loss: 0.031193 | val_loss: 0.0311972 | Time: 2773.4 ms [2022-02-09 21:04:16 main:574] : INFO : Epoch 2035 | loss: 0.0311957 | val_loss: 0.0312019 | Time: 2770.32 ms [2022-02-09 21:04:19 main:574] : INFO : Epoch 2036 | loss: 0.0311946 | val_loss: 0.0311981 | Time: 2802.41 ms [2022-02-09 21:04:22 main:574] : INFO : Epoch 2037 | loss: 0.0311935 | val_loss: 0.0311981 | Time: 2687.75 ms [2022-02-09 21:04:25 main:574] : INFO : Epoch 2038 | loss: 0.0311924 | val_loss: 0.031196 | Time: 2829.52 ms [2022-02-09 21:04:28 main:574] : INFO : Epoch 2039 | loss: 0.0311938 | val_loss: 0.0311983 | Time: 2737.99 ms [2022-02-09 21:04:30 main:574] : INFO : Epoch 2040 | loss: 0.0311946 | val_loss: 0.0311987 | Time: 2738.2 ms [2022-02-09 21:04:33 main:574] : INFO : Epoch 2041 | loss: 0.0311964 | val_loss: 0.0311991 | Time: 2775.9 ms [2022-02-09 21:04:36 main:574] : INFO : Epoch 2042 | loss: 0.0311947 | val_loss: 0.0311968 | Time: 2721.85 ms [2022-02-09 21:04:39 main:574] : INFO : Epoch 2043 | loss: 0.0311965 | val_loss: 0.0311996 | Time: 2778.05 ms [2022-02-09 21:04:41 main:574] : INFO : Epoch 2044 | loss: 0.031196 | val_loss: 0.031196 | Time: 2716.18 ms [2022-02-09 21:04:44 main:574] : INFO : Epoch 2045 | loss: 0.0311933 | val_loss: 0.0311973 | Time: 2744.61 ms [2022-02-09 21:04:47 main:574] : INFO : Epoch 2046 | loss: 0.0311932 | val_loss: 0.0311955 | Time: 2763.44 ms [2022-02-09 21:04:50 main:574] : INFO : Epoch 2047 | loss: 0.0311926 | val_loss: 0.0311963 | Time: 2764.2 ms [2022-02-09 21:04:52 main:574] : INFO : Epoch 2048 | loss: 0.0311929 | val_loss: 0.0311961 | Time: 2794.05 ms [2022-02-09 21:04:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311961 [2022-02-09 21:04:52 main:603] : INFO : Saving end state to config to file [2022-02-09 21:04:52 main:608] : INFO : Success, exiting.. 21:04:52 (14504): 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)