Task 7016770
| Name | ParityModified-1630359562-3792-0_0 |
| Workunit | 4726194 |
| Created | 30 Aug 2021, 21:39:24 UTC |
| Sent | 5 Sep 2021, 6:13:33 UTC |
| Report deadline | 13 Sep 2021, 6:13:33 UTC |
| Received | 14 Sep 2021, 7:32:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5902 |
| Run time | 1 hours 45 min 22 sec |
| CPU time | 1 hours 44 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 646.25 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 04:46 main:574] : INFO : Epoch 1543 | loss: 0.0307326 | val_loss: 0.0312316 | Time: 3037.41 ms [2021-09-14 09:04:49 main:574] : INFO : Epoch 1544 | loss: 0.0307191 | val_loss: 0.0312105 | Time: 3043.74 ms [2021-09-14 09:04:52 main:574] : INFO : Epoch 1545 | loss: 0.0307194 | val_loss: 0.0312672 | Time: 3039.5 ms [2021-09-14 09:04:55 main:574] : INFO : Epoch 1546 | loss: 0.0307475 | val_loss: 0.0311804 | Time: 3038.45 ms [2021-09-14 09:04:58 main:574] : INFO : Epoch 1547 | loss: 0.0307644 | val_loss: 0.0312063 | Time: 3037.88 ms [2021-09-14 09:05:01 main:574] : INFO : Epoch 1548 | loss: 0.0307467 | val_loss: 0.0312303 | Time: 3040.33 ms [2021-09-14 09:05:05 main:574] : INFO : Epoch 1549 | loss: 0.0307238 | val_loss: 0.0312336 | Time: 3045.04 ms [2021-09-14 09:05:08 main:574] : INFO : Epoch 1550 | loss: 0.0307246 | val_loss: 0.0312333 | Time: 3042.98 ms [2021-09-14 09:05:11 main:574] : INFO : Epoch 1551 | loss: 0.0307243 | val_loss: 0.0311946 | Time: 3038.9 ms [2021-09-14 09:05:14 main:574] : INFO : Epoch 1552 | loss: 0.0307038 | val_loss: 0.0311935 | Time: 3048.63 ms [2021-09-14 09:05:17 main:574] : INFO : Epoch 1553 | loss: 0.0307103 | val_loss: 0.0311957 | Time: 3035.51 ms [2021-09-14 09:05:30 main:574] : INFO : Epoch 1554 | loss: 0.0307234 | val_loss: 0.0312121 | Time: 13034.3 ms [2021-09-14 09:05:33 main:574] : INFO : Epoch 1555 | loss: 0.0307304 | val_loss: 0.0312368 | Time: 3082.77 ms [2021-09-14 09:05:36 main:574] : INFO : Epoch 1556 | loss: 0.0307523 | val_loss: 0.0312306 | Time: 3058.22 ms [2021-09-14 09:05:39 main:574] : INFO : Epoch 1557 | loss: 0.030734 | val_loss: 0.031226 | Time: 3058.87 ms [2021-09-14 09:05:42 main:574] : INFO : Epoch 1558 | loss: 0.0307309 | val_loss: 0.0312529 | Time: 3054.85 ms [2021-09-14 09:05:45 main:574] : INFO : Epoch 1559 | loss: 0.030749 | val_loss: 0.0312124 | Time: 3062.15 ms [2021-09-14 09:05:48 main:574] : INFO : Epoch 1560 | loss: 0.0307359 | val_loss: 0.0311822 | Time: 3048.4 ms [2021-09-14 09:05:51 main:574] : INFO : Epoch 1561 | loss: 0.0307167 | val_loss: 0.0311907 | Time: 3065.15 ms [2021-09-14 09:05:54 main:574] : INFO : Epoch 1562 | loss: 0.0307286 | val_loss: 0.0312147 | Time: 3049.25 ms [2021-09-14 09:05:57 main:574] : INFO : Epoch 1563 | loss: 0.0307052 | val_loss: 0.0312583 | Time: 3042.71 ms [2021-09-14 09:06:00 main:574] : INFO : Epoch 1564 | loss: 0.0307131 | val_loss: 0.0311713 | Time: 3041.82 ms [2021-09-14 09:06:03 main:574] : INFO : Epoch 1565 | loss: 0.0307179 | val_loss: 0.0311749 | Time: 3042.08 ms [2021-09-14 09:06:06 main:574] : INFO : Epoch 1566 | loss: 0.0307347 | val_loss: 0.031202 | Time: 3043.87 ms [2021-09-14 09:06:09 main:574] : INFO : Epoch 1567 | loss: 0.0307258 | val_loss: 0.0311997 | Time: 3043.34 ms [2021-09-14 09:06:13 main:574] : INFO : Epoch 1568 | loss: 0.030719 | val_loss: 0.0312433 | Time: 3038.11 ms [2021-09-14 09:06:16 main:574] : INFO : Epoch 1569 | loss: 0.0307316 | val_loss: 0.0311596 | Time: 3188.18 ms [2021-09-14 09:06:19 main:574] : INFO : Epoch 1570 | loss: 0.0307247 | val_loss: 0.031233 | Time: 3029.04 ms [2021-09-14 09:06:22 main:574] : INFO : Epoch 1571 | loss: 0.0307194 | val_loss: 0.0312285 | Time: 3051.32 ms [2021-09-14 09:06:25 main:574] : INFO : Epoch 1572 | loss: 0.030739 | val_loss: 0.0312184 | Time: 3019.18 ms [2021-09-14 09:06:28 main:574] : INFO : Epoch 1573 | loss: 0.0307439 | val_loss: 0.0312075 | Time: 3024.1 ms [2021-09-14 09:06:31 main:574] : INFO : Epoch 1574 | loss: 0.0307276 | val_loss: 0.0312048 | Time: 3021 ms [2021-09-14 09:06:34 main:574] : INFO : Epoch 1575 | loss: 0.030726 | val_loss: 0.0312074 | Time: 3021.14 ms [2021-09-14 09:06:37 main:574] : INFO : Epoch 1576 | loss: 0.0307234 | val_loss: 0.0312321 | Time: 3018.92 ms [2021-09-14 09:06:40 main:574] : INFO : Epoch 1577 | loss: 0.0307142 | val_loss: 0.031171 | Time: 3021.2 ms [2021-09-14 09:06:44 main:574] : INFO : Epoch 1578 | loss: 0.0307092 | val_loss: 0.031238 | Time: 3096.28 ms [2021-09-14 09:06:47 main:574] : INFO : Epoch 1579 | loss: 0.0307249 | val_loss: 0.0312964 | Time: 3048.49 ms [2021-09-14 09:06:50 main:574] : INFO : Epoch 1580 | loss: 0.0307342 | val_loss: 0.0312341 | Time: 3051.1 ms [2021-09-14 09:06:53 main:574] : INFO : Epoch 1581 | loss: 0.0307306 | val_loss: 0.0312168 | Time: 3040.94 ms [2021-09-14 09:06:56 main:574] : INFO : Epoch 1582 | loss: 0.0307202 | val_loss: 0.0312636 | Time: 3048.21 ms [2021-09-14 09:06:59 main:574] : INFO : Epoch 1583 | loss: 0.0307204 | val_loss: 0.0312442 | Time: 3036.14 ms [2021-09-14 09:07:02 main:574] : INFO : Epoch 1584 | loss: 0.0307166 | val_loss: 0.0312065 | Time: 3043.63 ms [2021-09-14 09:07:05 main:574] : INFO : Epoch 1585 | loss: 0.0307236 | val_loss: 0.0311918 | Time: 3035 ms [2021-09-14 09:07:08 main:574] : INFO : Epoch 1586 | loss: 0.0307299 | val_loss: 0.0312307 | Time: 3046.8 ms [2021-09-14 09:07:11 main:574] : INFO : Epoch 1587 | loss: 0.0307105 | val_loss: 0.0311832 | Time: 3043.85 ms [2021-09-14 09:07:14 main:574] : INFO : Epoch 1588 | loss: 0.0307324 | val_loss: 0.0312078 | Time: 3042.82 ms [2021-09-14 09:07:17 main:574] : INFO : Epoch 1589 | loss: 0.0307224 | val_loss: 0.0312201 | Time: 3036.42 ms [2021-09-14 09:07:20 main:574] : INFO : Epoch 1590 | loss: 0.0307356 | val_loss: 0.0312326 | Time: 3046.02 ms [2021-09-14 09:07:23 main:574] : INFO : Epoch 1591 | loss: 0.0307198 | val_loss: 0.0312277 | Time: 3049.1 ms [2021-09-14 09:07:26 main:574] : INFO : Epoch 1592 | loss: 0.0307116 | val_loss: 0.0312324 | Time: 3039.34 ms [2021-09-14 09:07:29 main:574] : INFO : Epoch 1593 | loss: 0.0307324 | val_loss: 0.0313025 | Time: 3040.85 ms [2021-09-14 09:07:32 main:574] : INFO : Epoch 1594 | loss: 0.0307363 | val_loss: 0.0312135 | Time: 3042.98 ms [2021-09-14 09:07:35 main:574] : INFO : Epoch 1595 | loss: 0.0307264 | val_loss: 0.0312333 | Time: 3036.08 ms [2021-09-14 09:07:39 main:574] : INFO : Epoch 1596 | loss: 0.0307247 | val_loss: 0.0312437 | Time: 3200.57 ms [2021-09-14 09:07:42 main:574] : INFO : Epoch 1597 | loss: 0.0307084 | val_loss: 0.0312132 | Time: 3018.31 ms [2021-09-14 09:07:45 main:574] : INFO : Epoch 1598 | loss: 0.0307338 | val_loss: 0.0311705 | Time: 3024.31 ms [2021-09-14 09:07:48 main:574] : INFO : Epoch 1599 | loss: 0.0307274 | val_loss: 0.0311959 | Time: 3020.02 ms [2021-09-14 09:07:51 main:574] : INFO : Epoch 1600 | loss: 0.0307066 | val_loss: 0.0312547 | Time: 3018.42 ms [2021-09-14 09:07:54 main:574] : INFO : Epoch 1601 | loss: 0.0307086 | val_loss: 0.0312379 | Time: 3022.27 ms [2021-09-14 09:07:57 main:574] : INFO : Epoch 1602 | loss: 0.0307086 | val_loss: 0.0312316 | Time: 3015.63 ms [2021-09-14 09:08:00 main:574] : INFO : Epoch 1603 | loss: 0.0307063 | val_loss: 0.0311867 | Time: 3033.4 ms [2021-09-14 09:08:03 main:574] : INFO : Epoch 1604 | loss: 0.0307968 | val_loss: 0.031203 | Time: 3018.99 ms [2021-09-14 09:08:06 main:574] : INFO : Epoch 1605 | loss: 0.0307621 | val_loss: 0.0311738 | Time: 3019.37 ms [2021-09-14 09:08:09 main:574] : INFO : Epoch 1606 | loss: 0.0307288 | val_loss: 0.0312405 | Time: 3026.94 ms [2021-09-14 09:08:12 main:574] : INFO : Epoch 1607 | loss: 0.0307117 | val_loss: 0.0312777 | Time: 3018 ms [2021-09-14 09:08:15 main:574] : INFO : Epoch 1608 | loss: 0.0307179 | val_loss: 0.0311897 | Time: 3021.29 ms [2021-09-14 09:08:18 main:574] : INFO : Epoch 1609 | loss: 0.0307288 | val_loss: 0.0311877 | Time: 3022.67 ms [2021-09-14 09:08:21 main:574] : INFO : Epoch 1610 | loss: 0.0307144 | val_loss: 0.0312297 | Time: 3020.56 ms [2021-09-14 09:08:24 main:574] : INFO : Epoch 1611 | loss: 0.0307316 | val_loss: 0.0312489 | Time: 3017.29 ms [2021-09-14 09:08:27 main:574] : INFO : Epoch 1612 | loss: 0.0307348 | val_loss: 0.0312566 | Time: 3017.47 ms [2021-09-14 09:08:30 main:574] : INFO : Epoch 1613 | loss: 0.0307196 | val_loss: 0.0312146 | Time: 3025.76 ms [2021-09-14 09:08:33 main:574] : INFO : Epoch 1614 | loss: 0.0307292 | val_loss: 0.0312014 | Time: 3023.91 ms [2021-09-14 09:08:36 main:574] : INFO : Epoch 1615 | loss: 0.0307172 | val_loss: 0.0312598 | Time: 3018.67 ms [2021-09-14 09:08:39 main:574] : INFO : Epoch 1616 | loss: 0.0307104 | val_loss: 0.0312293 | Time: 3019.54 ms [2021-09-14 09:08:42 main:574] : INFO : Epoch 1617 | loss: 0.0307344 | val_loss: 0.0311955 | Time: 3027.28 ms [2021-09-14 09:08:45 main:574] : INFO : Epoch 1618 | loss: 0.0307356 | val_loss: 0.0312552 | Time: 3031.38 ms [2021-09-14 09:08:48 main:574] : INFO : Epoch 1619 | loss: 0.0307265 | val_loss: 0.0312522 | Time: 3032.14 ms [2021-09-14 09:08:51 main:574] : INFO : Epoch 1620 | loss: 0.0307302 | val_loss: 0.031265 | Time: 3020.88 ms [2021-09-14 09:08:54 main:574] : INFO : Epoch 1621 | loss: 0.0307305 | val_loss: 0.0312503 | Time: 3022.17 ms [2021-09-14 09:08:57 main:574] : INFO : Epoch 1622 | loss: 0.0307166 | val_loss: 0.0312025 | Time: 3025.89 ms [2021-09-14 09:09:00 main:574] : INFO : Epoch 1623 | loss: 0.0307334 | val_loss: 0.031279 | Time: 3019.56 ms [2021-09-14 09:09:03 main:574] : INFO : Epoch 1624 | loss: 0.0307233 | val_loss: 0.0311809 | Time: 3018.82 ms [2021-09-14 09:09:06 main:574] : INFO : Epoch 1625 | loss: 0.0307192 | val_loss: 0.0311982 | Time: 3023.35 ms [2021-09-14 09:09:09 main:574] : INFO : Epoch 1626 | loss: 0.0307134 | val_loss: 0.0312081 | Time: 3018.89 ms [2021-09-14 09:09:12 main:574] : INFO : Epoch 1627 | loss: 0.0307194 | val_loss: 0.0312401 | Time: 3016.6 ms [2021-09-14 09:09:15 main:574] : INFO : Epoch 1628 | loss: 0.0307054 | val_loss: 0.0312052 | Time: 3014.85 ms [2021-09-14 09:09:18 main:574] : INFO : Epoch 1629 | loss: 0.0307032 | val_loss: 0.0312473 | Time: 3024.43 ms [2021-09-14 09:09:21 main:574] : INFO : Epoch 1630 | loss: 0.0307072 | val_loss: 0.0312366 | Time: 3021.48 ms [2021-09-14 09:09:24 main:574] : INFO : Epoch 1631 | loss: 0.0307204 | val_loss: 0.0312701 | Time: 3022.71 ms [2021-09-14 09:09:27 main:574] : INFO : Epoch 1632 | loss: 0.0307181 | val_loss: 0.0312177 | Time: 3023.28 ms [2021-09-14 09:09:30 main:574] : INFO : Epoch 1633 | loss: 0.0307169 | val_loss: 0.031223 | Time: 3023.56 ms [2021-09-14 09:09:33 main:574] : INFO : Epoch 1634 | loss: 0.0307072 | val_loss: 0.0312525 | Time: 3021.54 ms [2021-09-14 09:09:37 main:574] : INFO : Epoch 1635 | loss: 0.0307084 | val_loss: 0.0312656 | Time: 3020.04 ms [2021-09-14 09:09:40 main:574] : INFO : Epoch 1636 | loss: 0.0307007 | val_loss: 0.0312361 | Time: 3022.01 ms [2021-09-14 09:09:43 main:574] : INFO : Epoch 1637 | loss: 0.0307134 | val_loss: 0.0312602 | Time: 3023.07 ms [2021-09-14 09:09:46 main:574] : INFO : Epoch 1638 | loss: 0.0307144 | val_loss: 0.031244 | Time: 3030.31 ms [2021-09-14 09:09:49 main:574] : INFO : Epoch 1639 | loss: 0.0307019 | val_loss: 0.0312515 | Time: 3022.86 ms [2021-09-14 09:09:52 main:574] : INFO : Epoch 1640 | loss: 0.0307128 | val_loss: 0.0312191 | Time: 3024.59 ms [2021-09-14 09:09:55 main:574] : INFO : Epoch 1641 | loss: 0.0307264 | val_loss: 0.031232 | Time: 3014.85 ms [2021-09-14 09:09:58 main:574] : INFO : Epoch 1642 | loss: 0.0307325 | val_loss: 0.0312775 | Time: 3020.61 ms [2021-09-14 09:10:01 main:574] : INFO : Epoch 1643 | loss: 0.0307325 | val_loss: 0.0311841 | Time: 3022.84 ms [2021-09-14 09:10:04 main:574] : INFO : Epoch 1644 | loss: 0.0307284 | val_loss: 0.0311905 | Time: 3013.04 ms [2021-09-14 09:10:07 main:574] : INFO : Epoch 1645 | loss: 0.0307361 | val_loss: 0.0313261 | Time: 3030.25 ms [2021-09-14 09:10:10 main:574] : INFO : Epoch 1646 | loss: 0.0307341 | val_loss: 0.0311914 | Time: 3019.5 ms [2021-09-14 09:10:13 main:574] : INFO : Epoch 1647 | loss: 0.0307152 | val_loss: 0.0313165 | Time: 3016.29 ms [2021-09-14 09:10:16 main:574] : INFO : Epoch 1648 | loss: 0.0307029 | val_loss: 0.0312178 | Time: 3019.69 ms [2021-09-14 09:10:19 main:574] : INFO : Epoch 1649 | loss: 0.0307155 | val_loss: 0.0311732 | Time: 3022.2 ms [2021-09-14 09:10:22 main:574] : INFO : Epoch 1650 | loss: 0.0307301 | val_loss: 0.0312421 | Time: 3024.93 ms [2021-09-14 09:10:25 main:574] : INFO : Epoch 1651 | loss: 0.0307229 | val_loss: 0.0312389 | Time: 3011.05 ms [2021-09-14 09:10:28 main:574] : INFO : Epoch 1652 | loss: 0.0307055 | val_loss: 0.0313017 | Time: 3019.93 ms [2021-09-14 09:10:31 main:574] : INFO : Epoch 1653 | loss: 0.030728 | val_loss: 0.0312298 | Time: 3020.54 ms [2021-09-14 09:10:34 main:574] : INFO : Epoch 1654 | loss: 0.0307395 | val_loss: 0.0312562 | Time: 3018.08 ms [2021-09-14 09:10:37 main:574] : INFO : Epoch 1655 | loss: 0.0307185 | val_loss: 0.0312565 | Time: 3015.65 ms [2021-09-14 09:10:40 main:574] : INFO : Epoch 1656 | loss: 0.0307083 | val_loss: 0.0312445 | Time: 3018.61 ms [2021-09-14 09:10:43 main:574] : INFO : Epoch 1657 | loss: 0.0307149 | val_loss: 0.031201 | Time: 3026.37 ms [2021-09-14 09:10:46 main:574] : INFO : Epoch 1658 | loss: 0.0307079 | val_loss: 0.0311986 | Time: 3028.67 ms [2021-09-14 09:10:49 main:574] : INFO : Epoch 1659 | loss: 0.0307059 | val_loss: 0.0312286 | Time: 3024.37 ms [2021-09-14 09:10:52 main:574] : INFO : Epoch 1660 | loss: 0.0307202 | val_loss: 0.0312836 | Time: 3020.18 ms [2021-09-14 09:10:55 main:574] : INFO : Epoch 1661 | loss: 0.0307185 | val_loss: 0.0312324 | Time: 3025.1 ms [2021-09-14 09:10:58 main:574] : INFO : Epoch 1662 | loss: 0.0306952 | val_loss: 0.0311742 | Time: 3021.83 ms [2021-09-14 09:11:01 main:574] : INFO : Epoch 1663 | loss: 0.030707 | val_loss: 0.031187 | Time: 3019.8 ms [2021-09-14 09:11:04 main:574] : INFO : Epoch 1664 | loss: 0.0307249 | val_loss: 0.0312691 | Time: 3020.13 ms [2021-09-14 09:11:07 main:574] : INFO : Epoch 1665 | loss: 0.0307199 | val_loss: 0.0312341 | Time: 3022.46 ms [2021-09-14 09:11:10 main:574] : INFO : Epoch 1666 | loss: 0.0307356 | val_loss: 0.0311938 | Time: 3026.74 ms [2021-09-14 09:11:13 main:574] : INFO : Epoch 1667 | loss: 0.0307109 | val_loss: 0.0312224 | Time: 3019.14 ms [2021-09-14 09:11:16 main:574] : INFO : Epoch 1668 | loss: 0.0307061 | val_loss: 0.0311862 | Time: 3017.53 ms [2021-09-14 09:11:19 main:574] : INFO : Epoch 1669 | loss: 0.0307221 | val_loss: 0.0311902 | Time: 3017.34 ms [2021-09-14 09:11:22 main:574] : INFO : Epoch 1670 | loss: 0.0307061 | val_loss: 0.031212 | Time: 3024.78 ms [2021-09-14 09:11:25 main:574] : INFO : Epoch 1671 | loss: 0.0307212 | val_loss: 0.0312775 | Time: 3017.54 ms [2021-09-14 09:11:28 main:574] : INFO : Epoch 1672 | loss: 0.0306957 | val_loss: 0.0312422 | Time: 3019.35 ms [2021-09-14 09:11:31 main:574] : INFO : Epoch 1673 | loss: 0.0306983 | val_loss: 0.0312062 | Time: 3032.78 ms [2021-09-14 09:11:34 main:574] : INFO : Epoch 1674 | loss: 0.0307021 | val_loss: 0.031236 | Time: 3018.53 ms [2021-09-14 09:11:38 main:574] : INFO : Epoch 1675 | loss: 0.0307131 | val_loss: 0.0311991 | Time: 3018.4 ms [2021-09-14 09:11:41 main:574] : INFO : Epoch 1676 | loss: 0.0307252 | val_loss: 0.0311977 | Time: 3020.84 ms [2021-09-14 09:11:44 main:574] : INFO : Epoch 1677 | loss: 0.0307256 | val_loss: 0.0311761 | Time: 3025.81 ms [2021-09-14 09:11:47 main:574] : INFO : Epoch 1678 | loss: 0.0307426 | val_loss: 0.0311632 | Time: 3029.41 ms [2021-09-14 09:11:50 main:574] : INFO : Epoch 1679 | loss: 0.0307393 | val_loss: 0.0312462 | Time: 3527.2 ms [2021-09-14 09:11:53 main:574] : INFO : Epoch 1680 | loss: 0.0307108 | val_loss: 0.031209 | Time: 3138.5 ms [2021-09-14 09:11:56 main:574] : INFO : Epoch 1681 | loss: 0.030726 | val_loss: 0.0312363 | Time: 3193.44 ms [2021-09-14 09:12:00 main:574] : INFO : Epoch 1682 | loss: 0.0307172 | val_loss: 0.031229 | Time: 3095 ms [2021-09-14 09:12:03 main:574] : INFO : Epoch 1683 | loss: 0.0307056 | val_loss: 0.0312555 | Time: 3314.7 ms [2021-09-14 09:12:06 main:574] : INFO : Epoch 1684 | loss: 0.0307018 | val_loss: 0.0312529 | Time: 3206.86 ms [2021-09-14 09:12:09 main:574] : INFO : Epoch 1685 | loss: 0.0307047 | val_loss: 0.0311858 | Time: 3063.55 ms [2021-09-14 09:12:12 main:574] : INFO : Epoch 1686 | loss: 0.0307086 | val_loss: 0.0312417 | Time: 3040.53 ms [2021-09-14 09:12:15 main:574] : INFO : Epoch 1687 | loss: 0.0307126 | val_loss: 0.0311575 | Time: 3038.56 ms [2021-09-14 09:12:18 main:574] : INFO : Epoch 1688 | loss: 0.0307147 | val_loss: 0.0312445 | Time: 3042.58 ms [2021-09-14 09:12:21 main:574] : INFO : Epoch 1689 | loss: 0.0307241 | val_loss: 0.0312305 | Time: 3039.89 ms [2021-09-14 09:12:24 main:574] : INFO : Epoch 1690 | loss: 0.0307097 | val_loss: 0.0312433 | Time: 3041.21 ms [2021-09-14 09:12:27 main:574] : INFO : Epoch 1691 | loss: 0.030712 | val_loss: 0.0312749 | Time: 3037.04 ms [2021-09-14 09:12:30 main:574] : INFO : Epoch 1692 | loss: 0.0307382 | val_loss: 0.0312385 | Time: 3040.07 ms [2021-09-14 09:12:34 main:574] : INFO : Epoch 1693 | loss: 0.0307408 | val_loss: 0.0312259 | Time: 3035.19 ms [2021-09-14 09:12:37 main:574] : INFO : Epoch 1694 | loss: 0.0307099 | val_loss: 0.0312465 | Time: 3042.12 ms [2021-09-14 09:12:40 main:574] : INFO : Epoch 1695 | loss: 0.0307064 | val_loss: 0.0311734 | Time: 3039.79 ms [2021-09-14 09:12:43 main:574] : INFO : Epoch 1696 | loss: 0.0307361 | val_loss: 0.0312234 | Time: 3036.68 ms [2021-09-14 09:12:46 main:574] : INFO : Epoch 1697 | loss: 0.0307229 | val_loss: 0.0312039 | Time: 3034.83 ms [2021-09-14 09:12:49 main:574] : INFO : Epoch 1698 | loss: 0.0307083 | val_loss: 0.0312058 | Time: 3047.35 ms [2021-09-14 09:13:02 main:574] : INFO : Epoch 1699 | loss: 0.0306944 | val_loss: 0.0311837 | Time: 13050.5 ms [2021-09-14 09:13:05 main:574] : INFO : Epoch 1700 | loss: 0.0307063 | val_loss: 0.0311948 | Time: 3044.7 ms [2021-09-14 09:13:08 main:574] : INFO : Epoch 1701 | loss: 0.0307072 | val_loss: 0.0312652 | Time: 3054.39 ms [2021-09-14 09:13:11 main:574] : INFO : Epoch 1702 | loss: 0.0307325 | val_loss: 0.0312067 | Time: 3044.09 ms [2021-09-14 09:13:14 main:574] : INFO : Epoch 1703 | loss: 0.0307269 | val_loss: 0.0312594 | Time: 3039.33 ms [2021-09-14 09:13:17 main:574] : INFO : Epoch 1704 | loss: 0.0307055 | val_loss: 0.0312628 | Time: 3039.76 ms [2021-09-14 09:13:20 main:574] : INFO : Epoch 1705 | loss: 0.0307189 | val_loss: 0.0312312 | Time: 3036.96 ms [2021-09-14 09:13:23 main:574] : INFO : Epoch 1706 | loss: 0.0307112 | val_loss: 0.0312319 | Time: 3049.17 ms [2021-09-14 09:13:26 main:574] : INFO : Epoch 1707 | loss: 0.0306963 | val_loss: 0.0312124 | Time: 3035.54 ms [2021-09-14 09:13:29 main:574] : INFO : Epoch 1708 | loss: 0.0307 | val_loss: 0.0311926 | Time: 3043.17 ms [2021-09-14 09:13:32 main:574] : INFO : Epoch 1709 | loss: 0.030706 | val_loss: 0.0312204 | Time: 3042.91 ms [2021-09-14 09:13:35 main:574] : INFO : Epoch 1710 | loss: 0.03071 | val_loss: 0.0312025 | Time: 3040.63 ms [2021-09-14 09:13:38 main:574] : INFO : Epoch 1711 | loss: 0.0307051 | val_loss: 0.0312923 | Time: 3033.83 ms [2021-09-14 09:13:41 main:574] : INFO : Epoch 1712 | loss: 0.0307084 | val_loss: 0.0312354 | Time: 3039.38 ms [2021-09-14 09:13:44 main:574] : INFO : Epoch 1713 | loss: 0.0307228 | val_loss: 0.0311674 | Time: 3047.64 ms [2021-09-14 09:13:47 main:574] : INFO : Epoch 1714 | loss: 0.0307232 | val_loss: 0.0312114 | Time: 3037.99 ms [2021-09-14 09:13:51 main:574] : INFO : Epoch 1715 | loss: 0.0307007 | val_loss: 0.031228 | Time: 3042.73 ms [2021-09-14 09:13:54 main:574] : INFO : Epoch 1716 | loss: 0.0307058 | val_loss: 0.0312048 | Time: 3034.66 ms [2021-09-14 09:13:57 main:574] : INFO : Epoch 1717 | loss: 0.0307167 | val_loss: 0.0311489 | Time: 3041.34 ms [2021-09-14 09:14:00 main:574] : INFO : Epoch 1718 | loss: 0.0307934 | val_loss: 0.0314423 | Time: 3040.11 ms [2021-09-14 09:14:03 main:574] : INFO : Epoch 1719 | loss: 0.0308636 | val_loss: 0.031245 | Time: 3047.07 ms [2021-09-14 09:14:06 main:574] : INFO : Epoch 1720 | loss: 0.0307437 | val_loss: 0.0312585 | Time: 3043.73 ms [2021-09-14 09:14:09 main:574] : INFO : Epoch 1721 | loss: 0.03072 | val_loss: 0.0312675 | Time: 3044.27 ms [2021-09-14 09:14:12 main:574] : INFO : Epoch 1722 | loss: 0.0307121 | val_loss: 0.0312577 | Time: 3045.71 ms [2021-09-14 09:14:15 main:574] : INFO : Epoch 1723 | loss: 0.030714 | val_loss: 0.0312183 | Time: 3034.9 ms [2021-09-14 09:14:18 main:574] : INFO : Epoch 1724 | loss: 0.0307042 | val_loss: 0.0312354 | Time: 3039.94 ms [2021-09-14 09:14:21 main:574] : INFO : Epoch 1725 | loss: 0.0307136 | val_loss: 0.0312341 | Time: 3042.83 ms [2021-09-14 09:14:24 main:574] : INFO : Epoch 1726 | loss: 0.0307093 | val_loss: 0.0312148 | Time: 3038.1 ms [2021-09-14 09:14:27 main:574] : INFO : Epoch 1727 | loss: 0.030702 | val_loss: 0.0312084 | Time: 3039.16 ms [2021-09-14 09:14:30 main:574] : INFO : Epoch 1728 | loss: 0.0307168 | val_loss: 0.0312256 | Time: 3037.49 ms [2021-09-14 09:14:33 main:574] : INFO : Epoch 1729 | loss: 0.0306999 | val_loss: 0.0312317 | Time: 3041.08 ms [2021-09-14 09:14:36 main:574] : INFO : Epoch 1730 | loss: 0.0306992 | val_loss: 0.0312512 | Time: 3041.38 ms [2021-09-14 09:14:39 main:574] : INFO : Epoch 1731 | loss: 0.0306985 | val_loss: 0.0312313 | Time: 3045.16 ms [2021-09-14 09:14:42 main:574] : INFO : Epoch 1732 | loss: 0.0307229 | val_loss: 0.0311534 | Time: 3041.89 ms [2021-09-14 09:14:45 main:574] : INFO : Epoch 1733 | loss: 0.0307297 | val_loss: 0.0312136 | Time: 3033.13 ms [2021-09-14 09:14:48 main:574] : INFO : Epoch 1734 | loss: 0.0307268 | val_loss: 0.0311687 | Time: 3048.32 ms [2021-09-14 09:14:51 main:574] : INFO : Epoch 1735 | loss: 0.0307023 | val_loss: 0.0312391 | Time: 3038.59 ms [2021-09-14 09:14:54 main:574] : INFO : Epoch 1736 | loss: 0.0307484 | val_loss: 0.0311933 | Time: 3039.78 ms [2021-09-14 09:14:57 main:574] : INFO : Epoch 1737 | loss: 0.0307527 | val_loss: 0.0311727 | Time: 3038.34 ms [2021-09-14 09:15:01 main:574] : INFO : Epoch 1738 | loss: 0.0307229 | val_loss: 0.0312052 | Time: 3042.09 ms [2021-09-14 09:15:04 main:574] : INFO : Epoch 1739 | loss: 0.0307172 | val_loss: 0.0311285 | Time: 3048.88 ms [2021-09-14 09:15:07 main:574] : INFO : Epoch 1740 | loss: 0.0307352 | val_loss: 0.031221 | Time: 3046 ms [2021-09-14 09:15:10 main:574] : INFO : Epoch 1741 | loss: 0.0307164 | val_loss: 0.0311936 | Time: 3052.1 ms [2021-09-14 09:15:13 main:574] : INFO : Epoch 1742 | loss: 0.0307349 | val_loss: 0.031258 | Time: 3040.97 ms [2021-09-14 09:15:16 main:574] : INFO : Epoch 1743 | loss: 0.0307168 | val_loss: 0.0311713 | Time: 3039.66 ms [2021-09-14 09:15:19 main:574] : INFO : Epoch 1744 | loss: 0.0307312 | val_loss: 0.0312318 | Time: 3039.64 ms [2021-09-14 09:15:22 main:574] : INFO : Epoch 1745 | loss: 0.0307155 | val_loss: 0.0311736 | Time: 3048.34 ms [2021-09-14 09:15:25 main:574] : INFO : Epoch 1746 | loss: 0.0306914 | val_loss: 0.0311927 | Time: 3046.52 ms [2021-09-14 09:15:28 main:574] : INFO : Epoch 1747 | loss: 0.0306965 | val_loss: 0.0312005 | Time: 3043.6 ms [2021-09-14 09:15:31 main:574] : INFO : Epoch 1748 | loss: 0.0306964 | val_loss: 0.031222 | Time: 3039.77 ms [2021-09-14 09:15:34 main:574] : INFO : Epoch 1749 | loss: 0.0307154 | val_loss: 0.0312118 | Time: 3042.8 ms [2021-09-14 09:15:37 main:574] : INFO : Epoch 1750 | loss: 0.0307065 | val_loss: 0.0311805 | Time: 3049.74 ms [2021-09-14 09:15:40 main:574] : INFO : Epoch 1751 | loss: 0.030708 | val_loss: 0.0311884 | Time: 3045.7 ms [2021-09-14 09:15:43 main:574] : INFO : Epoch 1752 | loss: 0.0307101 | val_loss: 0.0311935 | Time: 3038.84 ms [2021-09-14 09:15:46 main:574] : INFO : Epoch 1753 | loss: 0.0307059 | val_loss: 0.0311952 | Time: 3029.75 ms [2021-09-14 09:15:49 main:574] : INFO : Epoch 1754 | loss: 0.030718 | val_loss: 0.0312403 | Time: 3050.62 ms [2021-09-14 09:16:02 main:574] : INFO : Epoch 1755 | loss: 0.0307016 | val_loss: 0.0312469 | Time: 13009.6 ms [2021-09-14 09:16:05 main:574] : INFO : Epoch 1756 | loss: 0.0306892 | val_loss: 0.0312442 | Time: 3046.76 ms [2021-09-14 09:16:08 main:574] : INFO : Epoch 1757 | loss: 0.0307028 | val_loss: 0.0311877 | Time: 3057.71 ms [2021-09-14 09:16:11 main:574] : INFO : Epoch 1758 | loss: 0.0307144 | val_loss: 0.0311855 | Time: 3046.19 ms [2021-09-14 09:16:15 main:574] : INFO : Epoch 1759 | loss: 0.0307106 | val_loss: 0.0312281 | Time: 3040.46 ms [2021-09-14 09:16:18 main:574] : INFO : Epoch 1760 | loss: 0.0306902 | val_loss: 0.0312348 | Time: 3036.82 ms [2021-09-14 09:16:21 main:574] : INFO : Epoch 1761 | loss: 0.0307132 | val_loss: 0.0311796 | Time: 3042.93 ms [2021-09-14 09:16:24 main:574] : INFO : Epoch 1762 | loss: 0.0307224 | val_loss: 0.0311883 | Time: 3050.55 ms [2021-09-14 09:16:27 main:574] : INFO : Epoch 1763 | loss: 0.0307087 | val_loss: 0.031135 | Time: 3036.22 ms [2021-09-14 09:16:30 main:574] : INFO : Epoch 1764 | loss: 0.0307115 | val_loss: 0.031185 | Time: 3033.56 ms [2021-09-14 09:16:43 main:574] : INFO : Epoch 1765 | loss: 0.0307129 | val_loss: 0.0312545 | Time: 12894.8 ms [2021-09-14 09:16:46 main:574] : INFO : Epoch 1766 | loss: 0.0306971 | val_loss: 0.0312547 | Time: 3048.96 ms [2021-09-14 09:16:49 main:574] : INFO : Epoch 1767 | loss: 0.0306974 | val_loss: 0.0312207 | Time: 3039.62 ms [2021-09-14 09:16:52 main:574] : INFO : Epoch 1768 | loss: 0.0307056 | val_loss: 0.0312242 | Time: 3043.67 ms [2021-09-14 09:16:55 main:574] : INFO : Epoch 1769 | loss: 0.0306961 | val_loss: 0.0311852 | Time: 3040.03 ms [2021-09-14 09:16:58 main:574] : INFO : Epoch 1770 | loss: 0.0307113 | val_loss: 0.0311695 | Time: 3041.79 ms [2021-09-14 09:17:01 main:574] : INFO : Epoch 1771 | loss: 0.0307132 | val_loss: 0.0312157 | Time: 3045.64 ms [2021-09-14 09:17:04 main:574] : INFO : Epoch 1772 | loss: 0.0306985 | val_loss: 0.0312083 | Time: 3185.63 ms [2021-09-14 09:17:07 main:574] : INFO : Epoch 1773 | loss: 0.0307084 | val_loss: 0.0311866 | Time: 3058.36 ms [2021-09-14 09:17:10 main:574] : INFO : Epoch 1774 | loss: 0.030705 | val_loss: 0.031221 | Time: 3027.29 ms [2021-09-14 09:17:13 main:574] : INFO : Epoch 1775 | loss: 0.0307027 | val_loss: 0.0312589 | Time: 3016.04 ms [2021-09-14 09:17:16 main:574] : INFO : Epoch 1776 | loss: 0.0307219 | val_loss: 0.0312045 | Time: 3023.99 ms [2021-09-14 09:17:19 main:574] : INFO : Epoch 1777 | loss: 0.0307144 | val_loss: 0.0312042 | Time: 3024.31 ms [2021-09-14 09:17:22 main:574] : INFO : Epoch 1778 | loss: 0.0307112 | val_loss: 0.0311845 | Time: 3022.19 ms [2021-09-14 09:17:25 main:574] : INFO : Epoch 1779 | loss: 0.0307101 | val_loss: 0.0311639 | Time: 3020.73 ms [2021-09-14 09:17:28 main:574] : INFO : Epoch 1780 | loss: 0.0307082 | val_loss: 0.0311978 | Time: 3020.83 ms [2021-09-14 09:17:31 main:574] : INFO : Epoch 1781 | loss: 0.0307127 | val_loss: 0.0311945 | Time: 3015.88 ms [2021-09-14 09:17:34 main:574] : INFO : Epoch 1782 | loss: 0.0307119 | val_loss: 0.0312131 | Time: 3026.54 ms [2021-09-14 09:17:37 main:574] : INFO : Epoch 1783 | loss: 0.0307133 | val_loss: 0.0311925 | Time: 3027.92 ms [2021-09-14 09:17:40 main:574] : INFO : Epoch 1784 | loss: 0.0306939 | val_loss: 0.0312195 | Time: 3016.33 ms [2021-09-14 09:17:43 main:574] : INFO : Epoch 1785 | loss: 0.0306884 | val_loss: 0.0312078 | Time: 3029.21 ms [2021-09-14 09:17:47 main:574] : INFO : Epoch 1786 | loss: 0.0306893 | val_loss: 0.0311983 | Time: 3029.51 ms [2021-09-14 09:17:50 main:574] : INFO : Epoch 1787 | loss: 0.0307009 | val_loss: 0.0311509 | Time: 3033.61 ms [2021-09-14 09:17:53 main:574] : INFO : Epoch 1788 | loss: 0.0307163 | val_loss: 0.0312199 | Time: 3019.58 ms [2021-09-14 09:17:56 main:574] : INFO : Epoch 1789 | loss: 0.0307161 | val_loss: 0.0312193 | Time: 3023.08 ms [2021-09-14 09:17:59 main:574] : INFO : Epoch 1790 | loss: 0.0306979 | val_loss: 0.0312383 | Time: 3024.83 ms [2021-09-14 09:18:02 main:574] : INFO : Epoch 1791 | loss: 0.0306966 | val_loss: 0.0311629 | Time: 3029.54 ms [2021-09-14 09:18:05 main:574] : INFO : Epoch 1792 | loss: 0.0307348 | val_loss: 0.0312684 | Time: 3016.26 ms [2021-09-14 09:18:08 main:574] : INFO : Epoch 1793 | loss: 0.0307168 | val_loss: 0.0312066 | Time: 3016.84 ms [2021-09-14 09:18:11 main:574] : INFO : Epoch 1794 | loss: 0.0307004 | val_loss: 0.0312154 | Time: 3017.01 ms [2021-09-14 09:18:14 main:574] : INFO : Epoch 1795 | loss: 0.030703 | val_loss: 0.0312308 | Time: 3020.28 ms [2021-09-14 09:18:17 main:574] : INFO : Epoch 1796 | loss: 0.0307063 | val_loss: 0.0311978 | Time: 3015.09 ms [2021-09-14 09:18:20 main:574] : INFO : Epoch 1797 | loss: 0.0306967 | val_loss: 0.0312362 | Time: 3023.65 ms [2021-09-14 09:18:23 main:574] : INFO : Epoch 1798 | loss: 0.0306982 | val_loss: 0.0311943 | Time: 3020.94 ms [2021-09-14 09:18:26 main:574] : INFO : Epoch 1799 | loss: 0.0307162 | val_loss: 0.0311967 | Time: 3018.36 ms [2021-09-14 09:18:29 main:574] : INFO : Epoch 1800 | loss: 0.0307014 | val_loss: 0.0311894 | Time: 3024.44 ms [2021-09-14 09:18:32 main:574] : INFO : Epoch 1801 | loss: 0.0307039 | val_loss: 0.0312496 | Time: 3025.15 ms [2021-09-14 09:18:35 main:574] : INFO : Epoch 1802 | loss: 0.0306976 | val_loss: 0.0311904 | Time: 3021.59 ms [2021-09-14 09:18:38 main:574] : INFO : Epoch 1803 | loss: 0.0306959 | val_loss: 0.0311695 | Time: 3019.6 ms [2021-09-14 09:18:41 main:574] : INFO : Epoch 1804 | loss: 0.0307012 | val_loss: 0.0311659 | Time: 3026.66 ms [2021-09-14 09:18:44 main:574] : INFO : Epoch 1805 | loss: 0.0306966 | val_loss: 0.0311844 | Time: 3026.94 ms [2021-09-14 09:18:47 main:574] : INFO : Epoch 1806 | loss: 0.0306815 | val_loss: 0.0312234 | Time: 3035.82 ms [2021-09-14 09:18:50 main:574] : INFO : Epoch 1807 | loss: 0.0306838 | val_loss: 0.0311811 | Time: 3022.7 ms [2021-09-14 09:18:53 main:574] : INFO : Epoch 1808 | loss: 0.0307143 | val_loss: 0.0312403 | Time: 3014.3 ms [2021-09-14 09:18:56 main:574] : INFO : Epoch 1809 | loss: 0.0307205 | val_loss: 0.0311847 | Time: 3018.32 ms [2021-09-14 09:18:59 main:574] : INFO : Epoch 1810 | loss: 0.0307025 | val_loss: 0.0312056 | Time: 3024.43 ms [2021-09-14 09:19:02 main:574] : INFO : Epoch 1811 | loss: 0.0307194 | val_loss: 0.0312629 | Time: 3025.87 ms [2021-09-14 09:19:05 main:574] : INFO : Epoch 1812 | loss: 0.0307149 | val_loss: 0.0312411 | Time: 3016.19 ms [2021-09-14 09:19:08 main:574] : INFO : Epoch 1813 | loss: 0.0306915 | val_loss: 0.0312241 | Time: 3022.85 ms [2021-09-14 09:19:11 main:574] : INFO : Epoch 1814 | loss: 0.0306989 | val_loss: 0.0311959 | Time: 3020.22 ms [2021-09-14 09:19:14 main:574] : INFO : Epoch 1815 | loss: 0.0306997 | val_loss: 0.031342 | Time: 3020.63 ms [2021-09-14 09:19:17 main:574] : INFO : Epoch 1816 | loss: 0.030785 | val_loss: 0.0311959 | Time: 3021.26 ms [2021-09-14 09:19:20 main:574] : INFO : Epoch 1817 | loss: 0.030716 | val_loss: 0.0312074 | Time: 3021.5 ms [2021-09-14 09:19:23 main:574] : INFO : Epoch 1818 | loss: 0.030697 | val_loss: 0.0311978 | Time: 3028.45 ms [2021-09-14 09:19:26 main:574] : INFO : Epoch 1819 | loss: 0.0306964 | val_loss: 0.0312098 | Time: 3023.74 ms [2021-09-14 09:19:29 main:574] : INFO : Epoch 1820 | loss: 0.0306901 | val_loss: 0.0312345 | Time: 3023.45 ms [2021-09-14 09:19:32 main:574] : INFO : Epoch 1821 | loss: 0.0307058 | val_loss: 0.0312005 | Time: 3021.91 ms [2021-09-14 09:19:35 main:574] : INFO : Epoch 1822 | loss: 0.0306991 | val_loss: 0.0311831 | Time: 3019.3 ms [2021-09-14 09:19:38 main:574] : INFO : Epoch 1823 | loss: 0.0307012 | val_loss: 0.0312106 | Time: 3015.11 ms [2021-09-14 09:19:42 main:574] : INFO : Epoch 1824 | loss: 0.0306861 | val_loss: 0.0312165 | Time: 3024.08 ms [2021-09-14 09:19:45 main:574] : INFO : Epoch 1825 | loss: 0.0307045 | val_loss: 0.0312427 | Time: 3027.01 ms [2021-09-14 09:19:48 main:574] : INFO : Epoch 1826 | loss: 0.0306941 | val_loss: 0.0312323 | Time: 3019.7 ms [2021-09-14 09:19:51 main:574] : INFO : Epoch 1827 | loss: 0.030688 | val_loss: 0.0312542 | Time: 3021.12 ms [2021-09-14 09:19:54 main:574] : INFO : Epoch 1828 | loss: 0.0306982 | val_loss: 0.0312171 | Time: 3015.41 ms [2021-09-14 09:19:57 main:574] : INFO : Epoch 1829 | loss: 0.0307031 | val_loss: 0.0311587 | Time: 3025.27 ms [2021-09-14 09:20:00 main:574] : INFO : Epoch 1830 | loss: 0.0307003 | val_loss: 0.0312333 | Time: 3023.4 ms [2021-09-14 09:20:13 main:574] : INFO : Epoch 1831 | loss: 0.030681 | val_loss: 0.0312398 | Time: 12958.9 ms [2021-09-14 09:20:16 main:574] : INFO : Epoch 1832 | loss: 0.0306986 | val_loss: 0.0311899 | Time: 3035.88 ms [2021-09-14 09:20:19 main:574] : INFO : Epoch 1833 | loss: 0.0306925 | val_loss: 0.0312003 | Time: 3033.12 ms [2021-09-14 09:20:22 main:574] : INFO : Epoch 1834 | loss: 0.0307084 | val_loss: 0.0311795 | Time: 3021.93 ms [2021-09-14 09:20:25 main:574] : INFO : Epoch 1835 | loss: 0.0307019 | val_loss: 0.0311982 | Time: 3024.9 ms [2021-09-14 09:20:28 main:574] : INFO : Epoch 1836 | loss: 0.0307111 | val_loss: 0.0312079 | Time: 3017.02 ms [2021-09-14 09:20:31 main:574] : INFO : Epoch 1837 | loss: 0.0307015 | val_loss: 0.0311778 | Time: 3024.45 ms [2021-09-14 09:20:34 main:574] : INFO : Epoch 1838 | loss: 0.0307027 | val_loss: 0.0312231 | Time: 3591.8 ms [2021-09-14 09:20:37 main:574] : INFO : Epoch 1839 | loss: 0.0307086 | val_loss: 0.0312329 | Time: 3078.01 ms [2021-09-14 09:20:41 main:574] : INFO : Epoch 1840 | loss: 0.0307212 | val_loss: 0.0312279 | Time: 3057.9 ms [2021-09-14 09:20:44 main:574] : INFO : Epoch 1841 | loss: 0.0307057 | val_loss: 0.031188 | Time: 3067.12 ms [2021-09-14 09:20:47 main:574] : INFO : Epoch 1842 | loss: 0.0306914 | val_loss: 0.0311789 | Time: 3067.17 ms [2021-09-14 09:20:50 main:574] : INFO : Epoch 1843 | loss: 0.0306869 | val_loss: 0.0312425 | Time: 3067.31 ms [2021-09-14 09:20:53 main:574] : INFO : Epoch 1844 | loss: 0.0306963 | val_loss: 0.0312376 | Time: 3062.98 ms [2021-09-14 09:20:56 main:574] : INFO : Epoch 1845 | loss: 0.0306895 | val_loss: 0.0312145 | Time: 3100.42 ms [2021-09-14 09:20:59 main:574] : INFO : Epoch 1846 | loss: 0.0307061 | val_loss: 0.0312179 | Time: 3121.77 ms [2021-09-14 09:21:12 main:574] : INFO : Epoch 1847 | loss: 0.030718 | val_loss: 0.0311573 | Time: 13075.3 ms [2021-09-14 09:21:15 main:574] : INFO : Epoch 1848 | loss: 0.0307299 | val_loss: 0.0312554 | Time: 3048.99 ms [2021-09-14 09:21:18 main:574] : INFO : Epoch 1849 | loss: 0.0307213 | val_loss: 0.0311575 | Time: 3051.84 ms [2021-09-14 09:21:21 main:574] : INFO : Epoch 1850 | loss: 0.0307037 | val_loss: 0.0312084 | Time: 3044.75 ms [2021-09-14 09:21:24 main:574] : INFO : Epoch 1851 | loss: 0.0306887 | val_loss: 0.0312567 | Time: 3033.27 ms [2021-09-14 09:21:27 main:574] : INFO : Epoch 1852 | loss: 0.0306922 | val_loss: 0.0312203 | Time: 3044.27 ms [2021-09-14 09:21:30 main:574] : INFO : Epoch 1853 | loss: 0.0307037 | val_loss: 0.0311872 | Time: 3044.22 ms [2021-09-14 09:21:33 main:574] : INFO : Epoch 1854 | loss: 0.0307022 | val_loss: 0.0311979 | Time: 3043.3 ms [2021-09-14 09:21:36 main:574] : INFO : Epoch 1855 | loss: 0.0306921 | val_loss: 0.0312174 | Time: 3039.22 ms [2021-09-14 09:21:40 main:574] : INFO : Epoch 1856 | loss: 0.0307002 | val_loss: 0.0312027 | Time: 3042.74 ms [2021-09-14 09:21:43 main:574] : INFO : Epoch 1857 | loss: 0.0307 | val_loss: 0.031233 | Time: 3257.9 ms [2021-09-14 09:21:46 main:574] : INFO : Epoch 1858 | loss: 0.0306932 | val_loss: 0.031181 | Time: 3143.86 ms [2021-09-14 09:21:49 main:574] : INFO : Epoch 1859 | loss: 0.0306971 | val_loss: 0.0311824 | Time: 3103.31 ms [2021-09-14 09:21:52 main:574] : INFO : Epoch 1860 | loss: 0.0307037 | val_loss: 0.0312272 | Time: 3104.08 ms [2021-09-14 09:21:55 main:574] : INFO : Epoch 1861 | loss: 0.0307096 | val_loss: 0.0312264 | Time: 3039.11 ms [2021-09-14 09:21:58 main:574] : INFO : Epoch 1862 | loss: 0.030713 | val_loss: 0.0312241 | Time: 3044.47 ms [2021-09-14 09:22:01 main:574] : INFO : Epoch 1863 | loss: 0.0307047 | val_loss: 0.0312159 | Time: 3044.6 ms [2021-09-14 09:22:04 main:574] : INFO : Epoch 1864 | loss: 0.0306896 | val_loss: 0.0312279 | Time: 3039.13 ms [2021-09-14 09:22:07 main:574] : INFO : Epoch 1865 | loss: 0.0306879 | val_loss: 0.0312261 | Time: 3036.9 ms [2021-09-14 09:22:10 main:574] : INFO : Epoch 1866 | loss: 0.0307013 | val_loss: 0.0311984 | Time: 3048.08 ms [2021-09-14 09:22:13 main:574] : INFO : Epoch 1867 | loss: 0.030693 | val_loss: 0.0311581 | Time: 3050.45 ms [2021-09-14 09:22:17 main:574] : INFO : Epoch 1868 | loss: 0.0306941 | val_loss: 0.031162 | Time: 3044.35 ms [2021-09-14 09:22:20 main:574] : INFO : Epoch 1869 | loss: 0.0307055 | val_loss: 0.0312194 | Time: 3052.83 ms [2021-09-14 09:22:23 main:574] : INFO : Epoch 1870 | loss: 0.0306993 | val_loss: 0.031232 | Time: 3042.02 ms [2021-09-14 09:22:26 main:574] : INFO : Epoch 1871 | loss: 0.0307052 | val_loss: 0.031191 | Time: 3041.02 ms [2021-09-14 09:22:29 main:574] : INFO : Epoch 1872 | loss: 0.0307023 | val_loss: 0.0311538 | Time: 3063.25 ms [2021-09-14 09:22:32 main:574] : INFO : Epoch 1873 | loss: 0.0307048 | val_loss: 0.0311587 | Time: 3199.41 ms [2021-09-14 09:22:35 main:574] : INFO : Epoch 1874 | loss: 0.0307048 | val_loss: 0.0311949 | Time: 3050.71 ms [2021-09-14 09:22:38 main:574] : INFO : Epoch 1875 | loss: 0.030693 | val_loss: 0.0311501 | Time: 3044.93 ms [2021-09-14 09:22:41 main:574] : INFO : Epoch 1876 | loss: 0.0307057 | val_loss: 0.0311843 | Time: 3047 ms [2021-09-14 09:22:44 main:574] : INFO : Epoch 1877 | loss: 0.0307031 | val_loss: 0.0311667 | Time: 3038.04 ms [2021-09-14 09:22:47 main:574] : INFO : Epoch 1878 | loss: 0.0307024 | val_loss: 0.0312196 | Time: 3035.25 ms [2021-09-14 09:22:50 main:574] : INFO : Epoch 1879 | loss: 0.0306796 | val_loss: 0.031222 | Time: 3032.55 ms [2021-09-14 09:22:53 main:574] : INFO : Epoch 1880 | loss: 0.0306796 | val_loss: 0.031189 | Time: 3046.98 ms [2021-09-14 09:22:56 main:574] : INFO : Epoch 1881 | loss: 0.0306852 | val_loss: 0.0311922 | Time: 3048.92 ms [2021-09-14 09:22:59 main:574] : INFO : Epoch 1882 | loss: 0.030686 | val_loss: 0.0311827 | Time: 3053.09 ms [2021-09-14 09:23:12 main:574] : INFO : Epoch 1883 | loss: 0.030687 | val_loss: 0.0312153 | Time: 13078.1 ms [2021-09-14 09:23:16 main:574] : INFO : Epoch 1884 | loss: 0.0306768 | val_loss: 0.0311864 | Time: 3166.81 ms [2021-09-14 09:23:19 main:574] : INFO : Epoch 1885 | loss: 0.0306784 | val_loss: 0.0312248 | Time: 3147.13 ms [2021-09-14 09:23:22 main:574] : INFO : Epoch 1886 | loss: 0.0306922 | val_loss: 0.0311952 | Time: 3254.13 ms [2021-09-14 09:23:25 main:574] : INFO : Epoch 1887 | loss: 0.0306966 | val_loss: 0.0312382 | Time: 3039.21 ms [2021-09-14 09:23:28 main:574] : INFO : Epoch 1888 | loss: 0.0306973 | val_loss: 0.0312525 | Time: 3088.31 ms [2021-09-14 09:23:31 main:574] : INFO : Epoch 1889 | loss: 0.0306886 | val_loss: 0.0312681 | Time: 3151.96 ms [2021-09-14 09:23:34 main:574] : INFO : Epoch 1890 | loss: 0.0307498 | val_loss: 0.0311839 | Time: 3074.6 ms [2021-09-14 09:23:38 main:574] : INFO : Epoch 1891 | loss: 0.0307035 | val_loss: 0.0311747 | Time: 3139.21 ms [2021-09-14 09:23:41 main:574] : INFO : Epoch 1892 | loss: 0.0306831 | val_loss: 0.0312141 | Time: 3144.89 ms [2021-09-14 09:23:44 main:574] : INFO : Epoch 1893 | loss: 0.0306877 | val_loss: 0.0311866 | Time: 3145.37 ms [2021-09-14 09:23:47 main:574] : INFO : Epoch 1894 | loss: 0.0306936 | val_loss: 0.0311849 | Time: 3074.66 ms [2021-09-14 09:23:50 main:574] : INFO : Epoch 1895 | loss: 0.030687 | val_loss: 0.0312436 | Time: 3079.67 ms [2021-09-14 09:23:53 main:574] : INFO : Epoch 1896 | loss: 0.0306779 | val_loss: 0.0312077 | Time: 3071.99 ms [2021-09-14 09:23:56 main:574] : INFO : Epoch 1897 | loss: 0.0306796 | val_loss: 0.0312335 | Time: 3087.72 ms [2021-09-14 09:23:59 main:574] : INFO : Epoch 1898 | loss: 0.0306767 | val_loss: 0.0311813 | Time: 3149.79 ms [2021-09-14 09:24:02 main:574] : INFO : Epoch 1899 | loss: 0.0306904 | val_loss: 0.0312042 | Time: 3129.98 ms [2021-09-14 09:24:06 main:574] : INFO : Epoch 1900 | loss: 0.0306912 | val_loss: 0.0312475 | Time: 3153.36 ms [2021-09-14 09:24:09 main:574] : INFO : Epoch 1901 | loss: 0.0307081 | val_loss: 0.0312151 | Time: 3142.05 ms [2021-09-14 09:24:12 main:574] : INFO : Epoch 1902 | loss: 0.0306999 | val_loss: 0.0311926 | Time: 3139.58 ms [2021-09-14 09:24:25 main:574] : INFO : Epoch 1903 | loss: 0.0306784 | val_loss: 0.0311627 | Time: 13095.7 ms [2021-09-14 09:24:28 main:574] : INFO : Epoch 1904 | loss: 0.0306964 | val_loss: 0.0311622 | Time: 3152.26 ms [2021-09-14 09:24:31 main:574] : INFO : Epoch 1905 | loss: 0.0306863 | val_loss: 0.0311688 | Time: 3250.85 ms [2021-09-14 09:24:55 main:574] : INFO : Epoch 1906 | loss: 0.0306941 | val_loss: 0.0311364 | Time: 23347.4 ms [2021-09-14 09:24:58 main:574] : INFO : Epoch 1907 | loss: 0.0306945 | val_loss: 0.0311808 | Time: 3069.91 ms [2021-09-14 09:25:01 main:574] : INFO : Epoch 1908 | loss: 0.0306853 | val_loss: 0.0311795 | Time: 3046.92 ms [2021-09-14 09:25:04 main:574] : INFO : Epoch 1909 | loss: 0.0306841 | val_loss: 0.0312199 | Time: 3143.41 ms [2021-09-14 09:25:07 main:574] : INFO : Epoch 1910 | loss: 0.0307185 | val_loss: 0.0311471 | Time: 3042.37 ms [2021-09-14 09:25:10 main:574] : INFO : Epoch 1911 | loss: 0.0307018 | val_loss: 0.0311317 | Time: 3045.32 ms [2021-09-14 09:25:13 main:574] : INFO : Epoch 1912 | loss: 0.0306935 | val_loss: 0.0311641 | Time: 3052.43 ms [2021-09-14 09:25:16 main:574] : INFO : Epoch 1913 | loss: 0.0306709 | val_loss: 0.031209 | Time: 3092.25 ms [2021-09-14 09:25:19 main:574] : INFO : Epoch 1914 | loss: 0.0306876 | val_loss: 0.0311817 | Time: 3170.63 ms [2021-09-14 09:25:23 main:574] : INFO : Epoch 1915 | loss: 0.0307041 | val_loss: 0.0311553 | Time: 3253.32 ms [2021-09-14 09:25:26 main:574] : INFO : Epoch 1916 | loss: 0.0307026 | val_loss: 0.0311745 | Time: 3208.08 ms [2021-09-14 09:25:29 main:574] : INFO : Epoch 1917 | loss: 0.0306815 | val_loss: 0.0311716 | Time: 3053.05 ms [2021-09-14 09:25:32 main:574] : INFO : Epoch 1918 | loss: 0.0306751 | val_loss: 0.031173 | Time: 3060.07 ms [2021-09-14 09:25:35 main:574] : INFO : Epoch 1919 | loss: 0.0306761 | val_loss: 0.0311405 | Time: 3040.28 ms [2021-09-14 09:25:38 main:574] : INFO : Epoch 1920 | loss: 0.0306666 | val_loss: 0.0311574 | Time: 3036.79 ms [2021-09-14 09:25:41 main:574] : INFO : Epoch 1921 | loss: 0.0306776 | val_loss: 0.0312079 | Time: 3051.45 ms [2021-09-14 09:25:44 main:574] : INFO : Epoch 1922 | loss: 0.0306709 | val_loss: 0.0312249 | Time: 3047.11 ms [2021-09-14 09:25:47 main:574] : INFO : Epoch 1923 | loss: 0.0306624 | val_loss: 0.03125 | Time: 3045.13 ms [2021-09-14 09:25:50 main:574] : INFO : Epoch 1924 | loss: 0.030683 | val_loss: 0.0312391 | Time: 3040.66 ms [2021-09-14 09:25:53 main:574] : INFO : Epoch 1925 | loss: 0.03068 | val_loss: 0.0311905 | Time: 3113.85 ms [2021-09-14 09:25:57 main:574] : INFO : Epoch 1926 | loss: 0.0306629 | val_loss: 0.0311595 | Time: 3153.63 ms [2021-09-14 09:26:00 main:574] : INFO : Epoch 1927 | loss: 0.0306875 | val_loss: 0.0311678 | Time: 3197.09 ms [2021-09-14 09:26:03 main:574] : INFO : Epoch 1928 | loss: 0.0306822 | val_loss: 0.0311907 | Time: 3203.52 ms [2021-09-14 09:26:16 main:574] : INFO : Epoch 1929 | loss: 0.0306816 | val_loss: 0.0311618 | Time: 13180.9 ms [2021-09-14 09:26:19 main:574] : INFO : Epoch 1930 | loss: 0.0306748 | val_loss: 0.0311657 | Time: 3059.04 ms [2021-09-14 09:26:22 main:574] : INFO : Epoch 1931 | loss: 0.030687 | val_loss: 0.0311482 | Time: 3067.65 ms [2021-09-14 09:26:25 main:574] : INFO : Epoch 1932 | loss: 0.0306961 | val_loss: 0.0312366 | Time: 3102.86 ms [2021-09-14 09:26:28 main:574] : INFO : Epoch 1933 | loss: 0.0307199 | val_loss: 0.0311732 | Time: 3041.11 ms [2021-09-14 09:26:32 main:574] : INFO : Epoch 1934 | loss: 0.0307163 | val_loss: 0.031127 | Time: 3045.66 ms [2021-09-14 09:26:35 main:574] : INFO : Epoch 1935 | loss: 0.0306977 | val_loss: 0.0311383 | Time: 3033.28 ms [2021-09-14 09:26:38 main:574] : INFO : Epoch 1936 | loss: 0.0306871 | val_loss: 0.0312031 | Time: 3035.38 ms [2021-09-14 09:26:41 main:574] : INFO : Epoch 1937 | loss: 0.0306754 | val_loss: 0.0311915 | Time: 3043.26 ms [2021-09-14 09:26:44 main:574] : INFO : Epoch 1938 | loss: 0.0307009 | val_loss: 0.0311695 | Time: 3035.11 ms [2021-09-14 09:26:47 main:574] : INFO : Epoch 1939 | loss: 0.0307061 | val_loss: 0.0311624 | Time: 3037.85 ms [2021-09-14 09:26:50 main:574] : INFO : Epoch 1940 | loss: 0.0306829 | val_loss: 0.0311937 | Time: 3032.04 ms [2021-09-14 09:26:53 main:574] : INFO : Epoch 1941 | loss: 0.0306692 | val_loss: 0.0311622 | Time: 3052.49 ms [2021-09-14 09:26:56 main:574] : INFO : Epoch 1942 | loss: 0.0306781 | val_loss: 0.0311543 | Time: 3048.7 ms [2021-09-14 09:26:59 main:574] : INFO : Epoch 1943 | loss: 0.0306907 | val_loss: 0.0311633 | Time: 3038.52 ms [2021-09-14 09:27:02 main:574] : INFO : Epoch 1944 | loss: 0.0306825 | val_loss: 0.0312217 | Time: 3059.32 ms [2021-09-14 09:27:05 main:574] : INFO : Epoch 1945 | loss: 0.0306897 | val_loss: 0.031178 | Time: 3152.4 ms [2021-09-14 09:27:08 main:574] : INFO : Epoch 1946 | loss: 0.0306812 | val_loss: 0.0311409 | Time: 3110.18 ms [2021-09-14 09:27:11 main:574] : INFO : Epoch 1947 | loss: 0.0306817 | val_loss: 0.0311549 | Time: 3063.77 ms [2021-09-14 09:27:14 main:574] : INFO : Epoch 1948 | loss: 0.0306908 | val_loss: 0.0311507 | Time: 3057.17 ms [2021-09-14 09:27:17 main:574] : INFO : Epoch 1949 | loss: 0.0306859 | val_loss: 0.0311815 | Time: 3058.85 ms [2021-09-14 09:27:21 main:574] : INFO : Epoch 1950 | loss: 0.0306766 | val_loss: 0.0311252 | Time: 3068.39 ms [2021-09-14 09:27:24 main:574] : INFO : Epoch 1951 | loss: 0.0306933 | val_loss: 0.0311079 | Time: 3046.16 ms [2021-09-14 09:27:27 main:574] : INFO : Epoch 1952 | loss: 0.0306784 | val_loss: 0.0311415 | Time: 3041.63 ms [2021-09-14 09:27:30 main:574] : INFO : Epoch 1953 | loss: 0.0306718 | val_loss: 0.0311498 | Time: 3051.97 ms [2021-09-14 09:27:33 main:574] : INFO : Epoch 1954 | loss: 0.0306572 | val_loss: 0.0311646 | Time: 3084.46 ms [2021-09-14 09:27:36 main:574] : INFO : Epoch 1955 | loss: 0.0306729 | val_loss: 0.0311884 | Time: 3048.14 ms [2021-09-14 09:27:39 main:574] : INFO : Epoch 1956 | loss: 0.030672 | val_loss: 0.0311667 | Time: 3036.3 ms [2021-09-14 09:27:42 main:574] : INFO : Epoch 1957 | loss: 0.0306693 | val_loss: 0.0311341 | Time: 3049.86 ms [2021-09-14 09:27:45 main:574] : INFO : Epoch 1958 | loss: 0.0306738 | val_loss: 0.0311705 | Time: 3046.9 ms [2021-09-14 09:27:48 main:574] : INFO : Epoch 1959 | loss: 0.0306673 | val_loss: 0.031184 | Time: 3071.74 ms [2021-09-14 09:27:51 main:574] : INFO : Epoch 1960 | loss: 0.0306738 | val_loss: 0.0311865 | Time: 3114.06 ms [2021-09-14 09:27:54 main:574] : INFO : Epoch 1961 | loss: 0.0306776 | val_loss: 0.0311775 | Time: 3070.11 ms [2021-09-14 09:27:57 main:574] : INFO : Epoch 1962 | loss: 0.0306719 | val_loss: 0.0311459 | Time: 3053.22 ms [2021-09-14 09:28:00 main:574] : INFO : Epoch 1963 | loss: 0.0306887 | val_loss: 0.0311224 | Time: 3040.42 ms [2021-09-14 09:28:03 main:574] : INFO : Epoch 1964 | loss: 0.0306891 | val_loss: 0.031132 | Time: 3050.02 ms [2021-09-14 09:28:06 main:574] : INFO : Epoch 1965 | loss: 0.0306898 | val_loss: 0.0311195 | Time: 3052.65 ms [2021-09-14 09:28:09 main:574] : INFO : Epoch 1966 | loss: 0.0306796 | val_loss: 0.0311792 | Time: 3049.13 ms [2021-09-14 09:28:13 main:574] : INFO : Epoch 1967 | loss: 0.0306879 | val_loss: 0.0311635 | Time: 3050.33 ms [2021-09-14 09:28:16 main:574] : INFO : Epoch 1968 | loss: 0.0306668 | val_loss: 0.0311342 | Time: 3041.56 ms [2021-09-14 09:28:19 main:574] : INFO : Epoch 1969 | loss: 0.0306676 | val_loss: 0.031157 | Time: 3049.1 ms [2021-09-14 09:28:22 main:574] : INFO : Epoch 1970 | loss: 0.0306582 | val_loss: 0.0311863 | Time: 3051.2 ms [2021-09-14 09:28:25 main:574] : INFO : Epoch 1971 | loss: 0.0306691 | val_loss: 0.0311574 | Time: 3044.32 ms [2021-09-14 09:28:28 main:574] : INFO : Epoch 1972 | loss: 0.030676 | val_loss: 0.0310923 | Time: 3048.14 ms [2021-09-14 09:28:31 main:574] : INFO : Epoch 1973 | loss: 0.0306855 | val_loss: 0.0311004 | Time: 3048.17 ms [2021-09-14 09:28:34 main:574] : INFO : Epoch 1974 | loss: 0.030686 | val_loss: 0.0311164 | Time: 3051.25 ms [2021-09-14 09:28:37 main:574] : INFO : Epoch 1975 | loss: 0.0306719 | val_loss: 0.031098 | Time: 3043.03 ms [2021-09-14 09:28:40 main:574] : INFO : Epoch 1976 | loss: 0.0306545 | val_loss: 0.0311461 | Time: 3062.42 ms [2021-09-14 09:28:43 main:574] : INFO : Epoch 1977 | loss: 0.0306519 | val_loss: 0.0311182 | Time: 3051.04 ms [2021-09-14 09:28:46 main:574] : INFO : Epoch 1978 | loss: 0.0306527 | val_loss: 0.0311713 | Time: 3049.5 ms [2021-09-14 09:28:49 main:574] : INFO : Epoch 1979 | loss: 0.0306557 | val_loss: 0.0310721 | Time: 3049.91 ms [2021-09-14 09:28:52 main:574] : INFO : Epoch 1980 | loss: 0.0306694 | val_loss: 0.0310763 | Time: 3038.8 ms [2021-09-14 09:28:55 main:574] : INFO : Epoch 1981 | loss: 0.0306759 | val_loss: 0.0310721 | Time: 3045.97 ms [2021-09-14 09:28:58 main:574] : INFO : Epoch 1982 | loss: 0.0306867 | val_loss: 0.0311084 | Time: 3042.49 ms [2021-09-14 09:29:01 main:574] : INFO : Epoch 1983 | loss: 0.0306821 | val_loss: 0.031143 | Time: 3051.91 ms [2021-09-14 09:29:04 main:574] : INFO : Epoch 1984 | loss: 0.030658 | val_loss: 0.0311035 | Time: 3034.12 ms [2021-09-14 09:29:07 main:574] : INFO : Epoch 1985 | loss: 0.0306731 | val_loss: 0.0310745 | Time: 3046.13 ms [2021-09-14 09:29:11 main:574] : INFO : Epoch 1986 | loss: 0.0306692 | val_loss: 0.0311091 | Time: 3048.35 ms [2021-09-14 09:29:14 main:574] : INFO : Epoch 1987 | loss: 0.030639 | val_loss: 0.0310558 | Time: 3044.48 ms [2021-09-14 09:29:17 main:574] : INFO : Epoch 1988 | loss: 0.0306528 | val_loss: 0.0311055 | Time: 3052.02 ms [2021-09-14 09:29:20 main:574] : INFO : Epoch 1989 | loss: 0.0306626 | val_loss: 0.0310425 | Time: 3054.43 ms [2021-09-14 09:29:23 main:574] : INFO : Epoch 1990 | loss: 0.0306661 | val_loss: 0.031012 | Time: 3040.05 ms [2021-09-14 09:29:26 main:574] : INFO : Epoch 1991 | loss: 0.0306467 | val_loss: 0.031099 | Time: 3037.02 ms [2021-09-14 09:29:29 main:574] : INFO : Epoch 1992 | loss: 0.0306377 | val_loss: 0.0310636 | Time: 3050.88 ms [2021-09-14 09:29:32 main:574] : INFO : Epoch 1993 | loss: 0.0306488 | val_loss: 0.0310599 | Time: 3052.93 ms [2021-09-14 09:29:35 main:574] : INFO : Epoch 1994 | loss: 0.0306491 | val_loss: 0.0310124 | Time: 3046.39 ms [2021-09-14 09:29:38 main:574] : INFO : Epoch 1995 | loss: 0.0306403 | val_loss: 0.0309978 | Time: 3047.9 ms [2021-09-14 09:29:41 main:574] : INFO : Epoch 1996 | loss: 0.0306232 | val_loss: 0.0310018 | Time: 3051.64 ms [2021-09-14 09:29:44 main:574] : INFO : Epoch 1997 | loss: 0.0306201 | val_loss: 0.0309794 | Time: 3048.87 ms [2021-09-14 09:29:47 main:574] : INFO : Epoch 1998 | loss: 0.0306013 | val_loss: 0.0309608 | Time: 3048.86 ms [2021-09-14 09:29:50 main:574] : INFO : Epoch 1999 | loss: 0.0305793 | val_loss: 0.0308733 | Time: 3049.33 ms [2021-09-14 09:29:53 main:574] : INFO : Epoch 2000 | loss: 0.0305542 | val_loss: 0.0307773 | Time: 3045.19 ms [2021-09-14 09:29:56 main:574] : INFO : Epoch 2001 | loss: 0.0304707 | val_loss: 0.0305789 | Time: 3053.45 ms [2021-09-14 09:29:59 main:574] : INFO : Epoch 2002 | loss: 0.0303261 | val_loss: 0.0303434 | Time: 3052.65 ms [2021-09-14 09:30:02 main:574] : INFO : Epoch 2003 | loss: 0.0302141 | val_loss: 0.0301218 | Time: 3045.15 ms [2021-09-14 09:30:05 main:574] : INFO : Epoch 2004 | loss: 0.0296747 | val_loss: 0.0299582 | Time: 3035.39 ms [2021-09-14 09:30:08 main:574] : INFO : Epoch 2005 | loss: 0.0298219 | val_loss: 0.0282696 | Time: 3042.81 ms [2021-09-14 09:30:12 main:574] : INFO : Epoch 2006 | loss: 0.0279454 | val_loss: 0.0280298 | Time: 3043.83 ms [2021-09-14 09:30:15 main:574] : INFO : Epoch 2007 | loss: 0.0257854 | val_loss: 0.0227769 | Time: 3044.57 ms [2021-09-14 09:30:18 main:574] : INFO : Epoch 2008 | loss: 0.0212971 | val_loss: 0.0203629 | Time: 3044.49 ms [2021-09-14 09:30:21 main:574] : INFO : Epoch 2009 | loss: 0.0185557 | val_loss: 0.0178359 | Time: 3051.87 ms [2021-09-14 09:30:24 main:574] : INFO : Epoch 2010 | loss: 0.0164755 | val_loss: 0.013761 | Time: 3043.36 ms [2021-09-14 09:30:27 main:574] : INFO : Epoch 2011 | loss: 0.0104755 | val_loss: 0.00727143 | Time: 3044.75 ms [2021-09-14 09:30:30 main:574] : INFO : Epoch 2012 | loss: 0.00609179 | val_loss: 0.0051287 | Time: 3037.46 ms [2021-09-14 09:30:33 main:574] : INFO : Epoch 2013 | loss: 0.00464099 | val_loss: 0.00420274 | Time: 3041.81 ms [2021-09-14 09:30:36 main:574] : INFO : Epoch 2014 | loss: 0.00393319 | val_loss: 0.00365096 | Time: 3049.73 ms [2021-09-14 09:30:39 main:574] : INFO : Epoch 2015 | loss: 0.00357953 | val_loss: 0.00340763 | Time: 3036.42 ms [2021-09-14 09:30:42 main:574] : INFO : Epoch 2016 | loss: 0.00318639 | val_loss: 0.00301313 | Time: 3047.78 ms [2021-09-14 09:30:45 main:574] : INFO : Epoch 2017 | loss: 0.00286262 | val_loss: 0.00278191 | Time: 3037.06 ms [2021-09-14 09:30:48 main:574] : INFO : Epoch 2018 | loss: 0.00268026 | val_loss: 0.00256532 | Time: 3037.58 ms [2021-09-14 09:30:51 main:574] : INFO : Epoch 2019 | loss: 0.00249393 | val_loss: 0.00241063 | Time: 3037.2 ms [2021-09-14 09:30:54 main:574] : INFO : Epoch 2020 | loss: 0.00233162 | val_loss: 0.00222365 | Time: 3037.8 ms [2021-09-14 09:30:57 main:574] : INFO : Epoch 2021 | loss: 0.00220409 | val_loss: 0.00207369 | Time: 3051.01 ms [2021-09-14 09:31:00 main:574] : INFO : Epoch 2022 | loss: 0.00203465 | val_loss: 0.00196296 | Time: 3042.42 ms [2021-09-14 09:31:03 main:574] : INFO : Epoch 2023 | loss: 0.00196551 | val_loss: 0.00181366 | Time: 3036.71 ms [2021-09-14 09:31:06 main:574] : INFO : Epoch 2024 | loss: 0.00174963 | val_loss: 0.00163742 | Time: 3043.26 ms [2021-09-14 09:31:09 main:574] : INFO : Epoch 2025 | loss: 0.00166847 | val_loss: 0.00155024 | Time: 3043.47 ms [2021-09-14 09:31:12 main:574] : INFO : Epoch 2026 | loss: 0.00149337 | val_loss: 0.00142122 | Time: 3042.49 ms [2021-09-14 09:31:15 main:574] : INFO : Epoch 2027 | loss: 0.00152451 | val_loss: 0.00141487 | Time: 3037.18 ms [2021-09-14 09:31:19 main:574] : INFO : Epoch 2028 | loss: 0.00135515 | val_loss: 0.00127999 | Time: 3048.27 ms [2021-09-14 09:31:22 main:574] : INFO : Epoch 2029 | loss: 0.00118923 | val_loss: 0.00111911 | Time: 3047.36 ms [2021-09-14 09:31:25 main:574] : INFO : Epoch 2030 | loss: 0.00118319 | val_loss: 0.00116114 | Time: 3045.16 ms [2021-09-14 09:31:28 main:574] : INFO : Epoch 2031 | loss: 0.00106274 | val_loss: 0.00101102 | Time: 3033.88 ms [2021-09-14 09:31:31 main:574] : INFO : Epoch 2032 | loss: 0.00109463 | val_loss: 0.00106383 | Time: 3032.79 ms [2021-09-14 09:31:34 main:574] : INFO : Epoch 2033 | loss: 0.0010016 | val_loss: 0.000931421 | Time: 3038.57 ms [2021-09-14 09:31:37 main:574] : INFO : Epoch 2034 | loss: 0.00089959 | val_loss: 0.000858261 | Time: 3040.54 ms [2021-09-14 09:31:40 main:574] : INFO : Epoch 2035 | loss: 0.000941528 | val_loss: 0.000863974 | Time: 3034.18 ms [2021-09-14 09:31:43 main:574] : INFO : Epoch 2036 | loss: 0.000848926 | val_loss: 0.000795052 | Time: 3038.72 ms [2021-09-14 09:31:46 main:574] : INFO : Epoch 2037 | loss: 0.000791287 | val_loss: 0.000768725 | Time: 3043.85 ms [2021-09-14 09:31:49 main:574] : INFO : Epoch 2038 | loss: 0.000817072 | val_loss: 0.000797429 | Time: 3035.98 ms [2021-09-14 09:31:52 main:574] : INFO : Epoch 2039 | loss: 0.000729884 | val_loss: 0.000675442 | Time: 3042.09 ms [2021-09-14 09:31:55 main:574] : INFO : Epoch 2040 | loss: 0.000694813 | val_loss: 0.000644224 | Time: 3038.59 ms [2021-09-14 09:31:58 main:574] : INFO : Epoch 2041 | loss: 0.000758589 | val_loss: 0.000734392 | Time: 3041.95 ms [2021-09-14 09:32:01 main:574] : INFO : Epoch 2042 | loss: 0.000658685 | val_loss: 0.000600484 | Time: 3050.91 ms [2021-09-14 09:32:04 main:574] : INFO : Epoch 2043 | loss: 0.000598434 | val_loss: 0.000576252 | Time: 3038.51 ms [2021-09-14 09:32:07 main:574] : INFO : Epoch 2044 | loss: 0.00066831 | val_loss: 0.000646524 | Time: 3045.65 ms [2021-09-14 09:32:10 main:574] : INFO : Epoch 2045 | loss: 0.000572768 | val_loss: 0.000537971 | Time: 3045.15 ms [2021-09-14 09:32:13 main:574] : INFO : Epoch 2046 | loss: 0.000533527 | val_loss: 0.000518717 | Time: 3040.01 ms [2021-09-14 09:32:16 main:574] : INFO : Epoch 2047 | loss: 0.000607829 | val_loss: 0.00049485 | Time: 3039.85 ms [2021-09-14 09:32:19 main:574] : INFO : Epoch 2048 | loss: 0.000509269 | val_loss: 0.000483339 | Time: 3049.49 ms [2021-09-14 09:32:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000483339 [2021-09-14 09:32:19 main:603] : INFO : Saving end state to config to file [2021-09-14 09:32:19 main:608] : INFO : Success, exiting.. 09:32:19 (22876): 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)