Task 3317335
| Name | ParityModified-1608176231-12047-0_0 |
| Workunit | 1584277 |
| Created | 17 Dec 2020, 3:37:14 UTC |
| Sent | 18 Dec 2020, 8:17:09 UTC |
| Report deadline | 26 Dec 2020, 8:17:09 UTC |
| Received | 18 Dec 2020, 11:32:48 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5035 |
| Run time | 1 hours 37 min 15 sec |
| CPU time | 1 hours 37 min 8 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,461.21 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.69 GB |
| Peak swap size | 48.64 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> :25 main:581] : INFO : Epoch 1538 | loss: 0.0311159 | val_loss: 0.0311495 | Time: 2818.9 ms [2020-12-18 02:42:28 main:581] : INFO : Epoch 1539 | loss: 0.0311157 | val_loss: 0.0311494 | Time: 2839.53 ms [2020-12-18 02:42:31 main:581] : INFO : Epoch 1540 | loss: 0.0311151 | val_loss: 0.0311532 | Time: 2814.18 ms [2020-12-18 02:42:34 main:581] : INFO : Epoch 1541 | loss: 0.0311132 | val_loss: 0.0311518 | Time: 2814.25 ms [2020-12-18 02:42:36 main:581] : INFO : Epoch 1542 | loss: 0.0311181 | val_loss: 0.0311512 | Time: 2812.64 ms [2020-12-18 02:42:39 main:581] : INFO : Epoch 1543 | loss: 0.0311186 | val_loss: 0.0311558 | Time: 2814.77 ms [2020-12-18 02:42:42 main:581] : INFO : Epoch 1544 | loss: 0.0311222 | val_loss: 0.031151 | Time: 2805.41 ms [2020-12-18 02:42:45 main:581] : INFO : Epoch 1545 | loss: 0.0311164 | val_loss: 0.0311545 | Time: 2806.34 ms [2020-12-18 02:42:48 main:581] : INFO : Epoch 1546 | loss: 0.0311148 | val_loss: 0.0311571 | Time: 2810.76 ms [2020-12-18 02:42:51 main:581] : INFO : Epoch 1547 | loss: 0.0311144 | val_loss: 0.0311591 | Time: 2821.41 ms [2020-12-18 02:42:53 main:581] : INFO : Epoch 1548 | loss: 0.0311105 | val_loss: 0.0311553 | Time: 2827.85 ms [2020-12-18 02:42:56 main:581] : INFO : Epoch 1549 | loss: 0.0311109 | val_loss: 0.0311543 | Time: 2814.5 ms [2020-12-18 02:42:59 main:581] : INFO : Epoch 1550 | loss: 0.0311128 | val_loss: 0.0311577 | Time: 2836.81 ms [2020-12-18 02:43:02 main:581] : INFO : Epoch 1551 | loss: 0.0311148 | val_loss: 0.0311529 | Time: 2838.66 ms [2020-12-18 02:43:05 main:581] : INFO : Epoch 1552 | loss: 0.0311123 | val_loss: 0.0311561 | Time: 2813.18 ms [2020-12-18 02:43:07 main:581] : INFO : Epoch 1553 | loss: 0.0311183 | val_loss: 0.0311614 | Time: 2808.63 ms [2020-12-18 02:43:10 main:581] : INFO : Epoch 1554 | loss: 0.0311188 | val_loss: 0.0311567 | Time: 2820.39 ms [2020-12-18 02:43:13 main:581] : INFO : Epoch 1555 | loss: 0.0311211 | val_loss: 0.0311496 | Time: 2811.8 ms [2020-12-18 02:43:16 main:581] : INFO : Epoch 1556 | loss: 0.0311171 | val_loss: 0.0311518 | Time: 2815.75 ms [2020-12-18 02:43:19 main:581] : INFO : Epoch 1557 | loss: 0.0311456 | val_loss: 0.0312161 | Time: 2807.1 ms [2020-12-18 02:43:22 main:581] : INFO : Epoch 1558 | loss: 0.0354053 | val_loss: 0.0332754 | Time: 2803.67 ms [2020-12-18 02:43:24 main:581] : INFO : Epoch 1559 | loss: 0.0334198 | val_loss: 0.031903 | Time: 2812.55 ms [2020-12-18 02:43:27 main:581] : INFO : Epoch 1560 | loss: 0.0317543 | val_loss: 0.0313846 | Time: 2816.8 ms [2020-12-18 02:43:30 main:581] : INFO : Epoch 1561 | loss: 0.0313234 | val_loss: 0.0312661 | Time: 2821.74 ms [2020-12-18 02:43:33 main:581] : INFO : Epoch 1562 | loss: 0.0312633 | val_loss: 0.0312554 | Time: 2820.36 ms [2020-12-18 02:43:36 main:581] : INFO : Epoch 1563 | loss: 0.0312534 | val_loss: 0.0312519 | Time: 2809.16 ms [2020-12-18 02:43:38 main:581] : INFO : Epoch 1564 | loss: 0.031251 | val_loss: 0.0312505 | Time: 2820.42 ms [2020-12-18 02:43:41 main:581] : INFO : Epoch 1565 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2821.65 ms [2020-12-18 02:43:44 main:581] : INFO : Epoch 1566 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 2809.69 ms [2020-12-18 02:43:47 main:581] : INFO : Epoch 1567 | loss: 0.0312492 | val_loss: 0.0312496 | Time: 2812.27 ms [2020-12-18 02:43:50 main:581] : INFO : Epoch 1568 | loss: 0.031249 | val_loss: 0.0312494 | Time: 2814.31 ms [2020-12-18 02:43:52 main:581] : INFO : Epoch 1569 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 2817.84 ms [2020-12-18 02:43:55 main:581] : INFO : Epoch 1570 | loss: 0.031249 | val_loss: 0.0312485 | Time: 2818.74 ms [2020-12-18 02:43:58 main:581] : INFO : Epoch 1571 | loss: 0.0312481 | val_loss: 0.0312482 | Time: 2839.71 ms [2020-12-18 02:44:01 main:581] : INFO : Epoch 1572 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 2843.42 ms [2020-12-18 02:44:04 main:581] : INFO : Epoch 1573 | loss: 0.0312474 | val_loss: 0.0312477 | Time: 2822.66 ms [2020-12-18 02:44:07 main:581] : INFO : Epoch 1574 | loss: 0.0312471 | val_loss: 0.0312467 | Time: 2808.88 ms [2020-12-18 02:44:09 main:581] : INFO : Epoch 1575 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 2815.41 ms [2020-12-18 02:44:12 main:581] : INFO : Epoch 1576 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2819.29 ms [2020-12-18 02:44:15 main:581] : INFO : Epoch 1577 | loss: 0.031245 | val_loss: 0.031245 | Time: 2810.49 ms [2020-12-18 02:44:18 main:581] : INFO : Epoch 1578 | loss: 0.0312444 | val_loss: 0.0312444 | Time: 2809 ms [2020-12-18 02:44:21 main:581] : INFO : Epoch 1579 | loss: 0.031244 | val_loss: 0.0312432 | Time: 2812.78 ms [2020-12-18 02:44:24 main:581] : INFO : Epoch 1580 | loss: 0.0312453 | val_loss: 0.0312494 | Time: 2810.11 ms [2020-12-18 02:44:26 main:581] : INFO : Epoch 1581 | loss: 0.0312464 | val_loss: 0.0312433 | Time: 2813.35 ms [2020-12-18 02:44:29 main:581] : INFO : Epoch 1582 | loss: 0.0312417 | val_loss: 0.0312396 | Time: 2843.11 ms [2020-12-18 02:44:32 main:581] : INFO : Epoch 1583 | loss: 0.0312402 | val_loss: 0.0312382 | Time: 2823.3 ms [2020-12-18 02:44:35 main:581] : INFO : Epoch 1584 | loss: 0.031239 | val_loss: 0.0312369 | Time: 2810.64 ms [2020-12-18 02:44:38 main:581] : INFO : Epoch 1585 | loss: 0.0312378 | val_loss: 0.0312359 | Time: 2815.54 ms [2020-12-18 02:44:40 main:581] : INFO : Epoch 1586 | loss: 0.0312369 | val_loss: 0.031234 | Time: 2815.08 ms [2020-12-18 02:44:43 main:581] : INFO : Epoch 1587 | loss: 0.0312353 | val_loss: 0.0312356 | Time: 2818.16 ms [2020-12-18 02:44:46 main:581] : INFO : Epoch 1588 | loss: 0.0312338 | val_loss: 0.0312309 | Time: 2817.8 ms [2020-12-18 02:44:49 main:581] : INFO : Epoch 1589 | loss: 0.0312374 | val_loss: 0.0312297 | Time: 2816.56 ms [2020-12-18 02:44:52 main:581] : INFO : Epoch 1590 | loss: 0.0312323 | val_loss: 0.031228 | Time: 2817.48 ms [2020-12-18 02:44:55 main:581] : INFO : Epoch 1591 | loss: 0.03123 | val_loss: 0.0312269 | Time: 2812.4 ms [2020-12-18 02:44:57 main:581] : INFO : Epoch 1592 | loss: 0.0312306 | val_loss: 0.0312248 | Time: 2819.48 ms [2020-12-18 02:45:00 main:581] : INFO : Epoch 1593 | loss: 0.0312294 | val_loss: 0.0312319 | Time: 2866.8 ms [2020-12-18 02:45:03 main:581] : INFO : Epoch 1594 | loss: 0.031229 | val_loss: 0.0312254 | Time: 2816.58 ms [2020-12-18 02:45:06 main:581] : INFO : Epoch 1595 | loss: 0.0312267 | val_loss: 0.0312216 | Time: 2817.17 ms [2020-12-18 02:45:09 main:581] : INFO : Epoch 1596 | loss: 0.0312248 | val_loss: 0.0312225 | Time: 2819.46 ms [2020-12-18 02:45:11 main:581] : INFO : Epoch 1597 | loss: 0.0312263 | val_loss: 0.0312206 | Time: 2817.76 ms [2020-12-18 02:45:14 main:581] : INFO : Epoch 1598 | loss: 0.0312381 | val_loss: 0.0312245 | Time: 2818 ms [2020-12-18 02:45:17 main:581] : INFO : Epoch 1599 | loss: 0.0312311 | val_loss: 0.0312182 | Time: 2816.83 ms [2020-12-18 02:45:20 main:581] : INFO : Epoch 1600 | loss: 0.031223 | val_loss: 0.0312153 | Time: 2813.45 ms [2020-12-18 02:45:23 main:581] : INFO : Epoch 1601 | loss: 0.0312195 | val_loss: 0.0312181 | Time: 2812.84 ms [2020-12-18 02:45:26 main:581] : INFO : Epoch 1602 | loss: 0.0312254 | val_loss: 0.0312192 | Time: 2812.74 ms [2020-12-18 02:45:28 main:581] : INFO : Epoch 1603 | loss: 0.0312222 | val_loss: 0.0312115 | Time: 2838.99 ms [2020-12-18 02:45:31 main:581] : INFO : Epoch 1604 | loss: 0.0312178 | val_loss: 0.0312112 | Time: 2813.5 ms [2020-12-18 02:45:34 main:581] : INFO : Epoch 1605 | loss: 0.031217 | val_loss: 0.0312103 | Time: 2812.17 ms [2020-12-18 02:45:37 main:581] : INFO : Epoch 1606 | loss: 0.0312146 | val_loss: 0.0312072 | Time: 2812.76 ms [2020-12-18 02:45:40 main:581] : INFO : Epoch 1607 | loss: 0.0312196 | val_loss: 0.0312249 | Time: 2815.06 ms [2020-12-18 02:45:42 main:581] : INFO : Epoch 1608 | loss: 0.0312234 | val_loss: 0.0312073 | Time: 2814.99 ms [2020-12-18 02:45:45 main:581] : INFO : Epoch 1609 | loss: 0.0312152 | val_loss: 0.0312118 | Time: 2814.52 ms [2020-12-18 02:45:48 main:581] : INFO : Epoch 1610 | loss: 0.0312215 | val_loss: 0.0312278 | Time: 2813.35 ms [2020-12-18 02:45:51 main:581] : INFO : Epoch 1611 | loss: 0.0312174 | val_loss: 0.0312081 | Time: 2810.68 ms [2020-12-18 02:45:54 main:581] : INFO : Epoch 1612 | loss: 0.0312166 | val_loss: 0.031214 | Time: 2808.78 ms [2020-12-18 02:45:57 main:581] : INFO : Epoch 1613 | loss: 0.0312138 | val_loss: 0.0312181 | Time: 2817.23 ms [2020-12-18 02:45:59 main:581] : INFO : Epoch 1614 | loss: 0.0312169 | val_loss: 0.0312099 | Time: 2838.54 ms [2020-12-18 02:46:02 main:581] : INFO : Epoch 1615 | loss: 0.0312157 | val_loss: 0.0312156 | Time: 2836.8 ms [2020-12-18 02:46:05 main:581] : INFO : Epoch 1616 | loss: 0.031213 | val_loss: 0.031212 | Time: 2805.24 ms [2020-12-18 02:46:08 main:581] : INFO : Epoch 1617 | loss: 0.0312159 | val_loss: 0.031207 | Time: 2816.53 ms [2020-12-18 02:46:11 main:581] : INFO : Epoch 1618 | loss: 0.0312126 | val_loss: 0.0312039 | Time: 2812.02 ms [2020-12-18 02:46:13 main:581] : INFO : Epoch 1619 | loss: 0.0312133 | val_loss: 0.0312075 | Time: 2812.76 ms [2020-12-18 02:46:16 main:581] : INFO : Epoch 1620 | loss: 0.0312133 | val_loss: 0.0312165 | Time: 2819.57 ms [2020-12-18 02:46:19 main:581] : INFO : Epoch 1621 | loss: 0.031217 | val_loss: 0.0312036 | Time: 2823.11 ms [2020-12-18 02:46:22 main:581] : INFO : Epoch 1622 | loss: 0.0312128 | val_loss: 0.031215 | Time: 2809.74 ms [2020-12-18 02:46:25 main:581] : INFO : Epoch 1623 | loss: 0.0312124 | val_loss: 0.0312042 | Time: 2814.69 ms [2020-12-18 02:46:28 main:581] : INFO : Epoch 1624 | loss: 0.0312114 | val_loss: 0.0312194 | Time: 2808.32 ms [2020-12-18 02:46:30 main:581] : INFO : Epoch 1625 | loss: 0.0312104 | val_loss: 0.0312068 | Time: 2814.1 ms [2020-12-18 02:46:33 main:581] : INFO : Epoch 1626 | loss: 0.0312096 | val_loss: 0.0312019 | Time: 2809.69 ms [2020-12-18 02:46:36 main:581] : INFO : Epoch 1627 | loss: 0.0312073 | val_loss: 0.0312033 | Time: 2818.13 ms [2020-12-18 02:46:39 main:581] : INFO : Epoch 1628 | loss: 0.0312094 | val_loss: 0.0312065 | Time: 2814.92 ms [2020-12-18 02:46:42 main:581] : INFO : Epoch 1629 | loss: 0.0312175 | val_loss: 0.031202 | Time: 2812.55 ms [2020-12-18 02:46:44 main:581] : INFO : Epoch 1630 | loss: 0.0312097 | val_loss: 0.0312064 | Time: 2815.33 ms [2020-12-18 02:46:47 main:581] : INFO : Epoch 1631 | loss: 0.0312097 | val_loss: 0.031203 | Time: 2818.38 ms [2020-12-18 02:46:50 main:581] : INFO : Epoch 1632 | loss: 0.0312127 | val_loss: 0.0312223 | Time: 2814.13 ms [2020-12-18 02:46:53 main:581] : INFO : Epoch 1633 | loss: 0.0312153 | val_loss: 0.0312103 | Time: 2806.07 ms [2020-12-18 02:46:56 main:581] : INFO : Epoch 1634 | loss: 0.0312079 | val_loss: 0.0312015 | Time: 2811.14 ms [2020-12-18 02:46:59 main:581] : INFO : Epoch 1635 | loss: 0.0312066 | val_loss: 0.0312049 | Time: 2837.74 ms [2020-12-18 02:47:01 main:581] : INFO : Epoch 1636 | loss: 0.0312191 | val_loss: 0.0312135 | Time: 2844.19 ms [2020-12-18 02:47:04 main:581] : INFO : Epoch 1637 | loss: 0.0312117 | val_loss: 0.0312026 | Time: 2817.67 ms [2020-12-18 02:47:07 main:581] : INFO : Epoch 1638 | loss: 0.0312054 | val_loss: 0.0312012 | Time: 2810.14 ms [2020-12-18 02:47:10 main:581] : INFO : Epoch 1639 | loss: 0.031207 | val_loss: 0.0312191 | Time: 2816.77 ms [2020-12-18 02:47:13 main:581] : INFO : Epoch 1640 | loss: 0.0312087 | val_loss: 0.0312018 | Time: 2816.91 ms [2020-12-18 02:47:15 main:581] : INFO : Epoch 1641 | loss: 0.0312056 | val_loss: 0.031203 | Time: 2819.06 ms [2020-12-18 02:47:18 main:581] : INFO : Epoch 1642 | loss: 0.0312067 | val_loss: 0.0312017 | Time: 2816.1 ms [2020-12-18 02:47:21 main:581] : INFO : Epoch 1643 | loss: 0.0312089 | val_loss: 0.0312008 | Time: 2819.09 ms [2020-12-18 02:47:24 main:581] : INFO : Epoch 1644 | loss: 0.0312065 | val_loss: 0.0312005 | Time: 2812.66 ms [2020-12-18 02:47:27 main:581] : INFO : Epoch 1645 | loss: 0.031211 | val_loss: 0.0312125 | Time: 2812.73 ms [2020-12-18 02:47:30 main:581] : INFO : Epoch 1646 | loss: 0.031208 | val_loss: 0.0312021 | Time: 2832.28 ms [2020-12-18 02:47:32 main:581] : INFO : Epoch 1647 | loss: 0.0312074 | val_loss: 0.0312007 | Time: 2822.81 ms [2020-12-18 02:47:35 main:581] : INFO : Epoch 1648 | loss: 0.0312058 | val_loss: 0.0312022 | Time: 2822.74 ms [2020-12-18 02:47:38 main:581] : INFO : Epoch 1649 | loss: 0.0312073 | val_loss: 0.0312077 | Time: 2820.53 ms [2020-12-18 02:47:41 main:581] : INFO : Epoch 1650 | loss: 0.0312079 | val_loss: 0.0312007 | Time: 2820.97 ms [2020-12-18 02:47:44 main:581] : INFO : Epoch 1651 | loss: 0.0312054 | val_loss: 0.0312092 | Time: 2817.41 ms [2020-12-18 02:47:46 main:581] : INFO : Epoch 1652 | loss: 0.0312165 | val_loss: 0.0312013 | Time: 2811.33 ms [2020-12-18 02:47:49 main:581] : INFO : Epoch 1653 | loss: 0.0312049 | val_loss: 0.0312026 | Time: 2813.99 ms [2020-12-18 02:47:52 main:581] : INFO : Epoch 1654 | loss: 0.0312048 | val_loss: 0.031206 | Time: 2814.09 ms [2020-12-18 02:47:55 main:581] : INFO : Epoch 1655 | loss: 0.0312139 | val_loss: 0.0312216 | Time: 2818.54 ms [2020-12-18 02:47:58 main:581] : INFO : Epoch 1656 | loss: 0.0312123 | val_loss: 0.0312063 | Time: 2818.81 ms [2020-12-18 02:48:01 main:581] : INFO : Epoch 1657 | loss: 0.0312066 | val_loss: 0.0312009 | Time: 2842.14 ms [2020-12-18 02:48:03 main:581] : INFO : Epoch 1658 | loss: 0.0312058 | val_loss: 0.0311996 | Time: 2813.43 ms [2020-12-18 02:48:06 main:581] : INFO : Epoch 1659 | loss: 0.0312047 | val_loss: 0.0312005 | Time: 2814.74 ms [2020-12-18 02:48:09 main:581] : INFO : Epoch 1660 | loss: 0.0312067 | val_loss: 0.0312002 | Time: 2816.54 ms [2020-12-18 02:48:12 main:581] : INFO : Epoch 1661 | loss: 0.0312059 | val_loss: 0.0312 | Time: 2816.4 ms [2020-12-18 02:48:15 main:581] : INFO : Epoch 1662 | loss: 0.0312076 | val_loss: 0.0312025 | Time: 2815.69 ms [2020-12-18 02:48:17 main:581] : INFO : Epoch 1663 | loss: 0.0312036 | val_loss: 0.0312001 | Time: 2816.57 ms [2020-12-18 02:48:20 main:581] : INFO : Epoch 1664 | loss: 0.0312039 | val_loss: 0.0311991 | Time: 2812.85 ms [2020-12-18 02:48:23 main:581] : INFO : Epoch 1665 | loss: 0.031204 | val_loss: 0.0311996 | Time: 2814.5 ms [2020-12-18 02:48:26 main:581] : INFO : Epoch 1666 | loss: 0.0312077 | val_loss: 0.031199 | Time: 2813.8 ms [2020-12-18 02:48:29 main:581] : INFO : Epoch 1667 | loss: 0.031212 | val_loss: 0.0312003 | Time: 2842.24 ms [2020-12-18 02:48:32 main:581] : INFO : Epoch 1668 | loss: 0.0312167 | val_loss: 0.0312052 | Time: 2817.23 ms [2020-12-18 02:48:34 main:581] : INFO : Epoch 1669 | loss: 0.0312065 | val_loss: 0.0312017 | Time: 2812.98 ms [2020-12-18 02:48:37 main:581] : INFO : Epoch 1670 | loss: 0.0312034 | val_loss: 0.0311997 | Time: 2812.21 ms [2020-12-18 02:48:40 main:581] : INFO : Epoch 1671 | loss: 0.0312138 | val_loss: 0.031218 | Time: 2818.22 ms [2020-12-18 02:48:43 main:581] : INFO : Epoch 1672 | loss: 0.031213 | val_loss: 0.0312043 | Time: 2817.98 ms [2020-12-18 02:48:46 main:581] : INFO : Epoch 1673 | loss: 0.0312048 | val_loss: 0.031202 | Time: 2812.21 ms [2020-12-18 02:48:48 main:581] : INFO : Epoch 1674 | loss: 0.0312041 | val_loss: 0.0312008 | Time: 2804.2 ms [2020-12-18 02:48:51 main:581] : INFO : Epoch 1675 | loss: 0.0312044 | val_loss: 0.0311991 | Time: 2818.56 ms [2020-12-18 02:48:54 main:581] : INFO : Epoch 1676 | loss: 0.0312085 | val_loss: 0.0312041 | Time: 2805.12 ms [2020-12-18 02:48:57 main:581] : INFO : Epoch 1677 | loss: 0.0312056 | val_loss: 0.0312016 | Time: 2811.82 ms [2020-12-18 02:49:00 main:581] : INFO : Epoch 1678 | loss: 0.0312082 | val_loss: 0.0312021 | Time: 2837.99 ms [2020-12-18 02:49:03 main:581] : INFO : Epoch 1679 | loss: 0.0312095 | val_loss: 0.0312131 | Time: 2808.8 ms [2020-12-18 02:49:05 main:581] : INFO : Epoch 1680 | loss: 0.031209 | val_loss: 0.0312001 | Time: 2819.68 ms [2020-12-18 02:49:08 main:581] : INFO : Epoch 1681 | loss: 0.0312034 | val_loss: 0.0311992 | Time: 2811.38 ms [2020-12-18 02:49:11 main:581] : INFO : Epoch 1682 | loss: 0.0312029 | val_loss: 0.0312018 | Time: 2821.42 ms [2020-12-18 02:49:14 main:581] : INFO : Epoch 1683 | loss: 0.0312026 | val_loss: 0.031199 | Time: 2808.5 ms [2020-12-18 02:49:17 main:581] : INFO : Epoch 1684 | loss: 0.0312045 | val_loss: 0.0312007 | Time: 2806.81 ms [2020-12-18 02:49:19 main:581] : INFO : Epoch 1685 | loss: 0.031204 | val_loss: 0.031198 | Time: 2809.29 ms [2020-12-18 02:49:22 main:581] : INFO : Epoch 1686 | loss: 0.0312023 | val_loss: 0.0312007 | Time: 2810.9 ms [2020-12-18 02:49:25 main:581] : INFO : Epoch 1687 | loss: 0.0312051 | val_loss: 0.0312016 | Time: 2811.43 ms [2020-12-18 02:49:28 main:581] : INFO : Epoch 1688 | loss: 0.0312027 | val_loss: 0.0311986 | Time: 2821.96 ms [2020-12-18 02:49:31 main:581] : INFO : Epoch 1689 | loss: 0.0312024 | val_loss: 0.0312 | Time: 2812.97 ms [2020-12-18 02:49:33 main:581] : INFO : Epoch 1690 | loss: 0.0312026 | val_loss: 0.0311992 | Time: 2813.19 ms [2020-12-18 02:49:36 main:581] : INFO : Epoch 1691 | loss: 0.0312042 | val_loss: 0.0311993 | Time: 2812.55 ms [2020-12-18 02:49:39 main:581] : INFO : Epoch 1692 | loss: 0.0312045 | val_loss: 0.0312035 | Time: 2814.89 ms [2020-12-18 02:49:42 main:581] : INFO : Epoch 1693 | loss: 0.0312027 | val_loss: 0.0311998 | Time: 2809.07 ms [2020-12-18 02:49:45 main:581] : INFO : Epoch 1694 | loss: 0.0312044 | val_loss: 0.0311985 | Time: 2812.08 ms [2020-12-18 02:49:48 main:581] : INFO : Epoch 1695 | loss: 0.0312048 | val_loss: 0.0311984 | Time: 2817.41 ms [2020-12-18 02:49:50 main:581] : INFO : Epoch 1696 | loss: 0.0312046 | val_loss: 0.0311997 | Time: 2802.49 ms [2020-12-18 02:49:53 main:581] : INFO : Epoch 1697 | loss: 0.0312043 | val_loss: 0.0311996 | Time: 2807.61 ms [2020-12-18 02:49:56 main:581] : INFO : Epoch 1698 | loss: 0.0312058 | val_loss: 0.0311991 | Time: 2800.3 ms [2020-12-18 02:49:59 main:581] : INFO : Epoch 1699 | loss: 0.0312082 | val_loss: 0.031202 | Time: 2829.58 ms [2020-12-18 02:50:02 main:581] : INFO : Epoch 1700 | loss: 0.0312036 | val_loss: 0.0311989 | Time: 2826.86 ms [2020-12-18 02:50:04 main:581] : INFO : Epoch 1701 | loss: 0.0312078 | val_loss: 0.0311992 | Time: 2818.22 ms [2020-12-18 02:50:07 main:581] : INFO : Epoch 1702 | loss: 0.0312017 | val_loss: 0.0311981 | Time: 2816.31 ms [2020-12-18 02:50:10 main:581] : INFO : Epoch 1703 | loss: 0.0312006 | val_loss: 0.0311982 | Time: 2817.67 ms [2020-12-18 02:50:13 main:581] : INFO : Epoch 1704 | loss: 0.0312012 | val_loss: 0.0311978 | Time: 2808.3 ms [2020-12-18 02:50:16 main:581] : INFO : Epoch 1705 | loss: 0.031201 | val_loss: 0.0311977 | Time: 2811.34 ms [2020-12-18 02:50:19 main:581] : INFO : Epoch 1706 | loss: 0.0312021 | val_loss: 0.0311975 | Time: 2815.62 ms [2020-12-18 02:50:21 main:581] : INFO : Epoch 1707 | loss: 0.0312035 | val_loss: 0.0312 | Time: 2814.38 ms [2020-12-18 02:50:24 main:581] : INFO : Epoch 1708 | loss: 0.0312021 | val_loss: 0.0311975 | Time: 2816.72 ms [2020-12-18 02:50:27 main:581] : INFO : Epoch 1709 | loss: 0.0312025 | val_loss: 0.0311979 | Time: 2819.61 ms [2020-12-18 02:50:30 main:581] : INFO : Epoch 1710 | loss: 0.0312065 | val_loss: 0.0312029 | Time: 2839.73 ms [2020-12-18 02:50:33 main:581] : INFO : Epoch 1711 | loss: 0.03121 | val_loss: 0.0311987 | Time: 2815.22 ms [2020-12-18 02:50:35 main:581] : INFO : Epoch 1712 | loss: 0.0312023 | val_loss: 0.0312001 | Time: 2817.83 ms [2020-12-18 02:50:38 main:581] : INFO : Epoch 1713 | loss: 0.0312033 | val_loss: 0.0311973 | Time: 2817.03 ms [2020-12-18 02:50:41 main:581] : INFO : Epoch 1714 | loss: 0.0312012 | val_loss: 0.0311979 | Time: 2817.58 ms [2020-12-18 02:50:44 main:581] : INFO : Epoch 1715 | loss: 0.0312012 | val_loss: 0.0311982 | Time: 2808.88 ms [2020-12-18 02:50:47 main:581] : INFO : Epoch 1716 | loss: 0.0312005 | val_loss: 0.0311996 | Time: 2809.56 ms [2020-12-18 02:50:50 main:581] : INFO : Epoch 1717 | loss: 0.0312031 | val_loss: 0.0311989 | Time: 2814.12 ms [2020-12-18 02:50:52 main:581] : INFO : Epoch 1718 | loss: 0.031202 | val_loss: 0.0312023 | Time: 2818.27 ms [2020-12-18 02:50:55 main:581] : INFO : Epoch 1719 | loss: 0.0312021 | val_loss: 0.0311989 | Time: 2808.86 ms [2020-12-18 02:50:58 main:581] : INFO : Epoch 1720 | loss: 0.0312015 | val_loss: 0.0311974 | Time: 2834.18 ms [2020-12-18 02:51:01 main:581] : INFO : Epoch 1721 | loss: 0.0312023 | val_loss: 0.0311986 | Time: 2838.43 ms [2020-12-18 02:51:04 main:581] : INFO : Epoch 1722 | loss: 0.0312009 | val_loss: 0.0311996 | Time: 2814.97 ms [2020-12-18 02:51:06 main:581] : INFO : Epoch 1723 | loss: 0.0312006 | val_loss: 0.0311979 | Time: 2814.13 ms [2020-12-18 02:51:09 main:581] : INFO : Epoch 1724 | loss: 0.0312009 | val_loss: 0.0312079 | Time: 2813.13 ms [2020-12-18 02:51:12 main:581] : INFO : Epoch 1725 | loss: 0.0312082 | val_loss: 0.0312021 | Time: 2807.15 ms [2020-12-18 02:51:15 main:581] : INFO : Epoch 1726 | loss: 0.0312049 | val_loss: 0.031203 | Time: 2806.64 ms [2020-12-18 02:51:18 main:581] : INFO : Epoch 1727 | loss: 0.0312087 | val_loss: 0.0312044 | Time: 2815.7 ms [2020-12-18 02:51:21 main:581] : INFO : Epoch 1728 | loss: 0.0312121 | val_loss: 0.031201 | Time: 2819.76 ms [2020-12-18 02:51:23 main:581] : INFO : Epoch 1729 | loss: 0.0312041 | val_loss: 0.0311981 | Time: 2817.39 ms [2020-12-18 02:51:26 main:581] : INFO : Epoch 1730 | loss: 0.0312023 | val_loss: 0.0312002 | Time: 2814.78 ms [2020-12-18 02:51:29 main:581] : INFO : Epoch 1731 | loss: 0.0312062 | val_loss: 0.0312012 | Time: 2839.16 ms [2020-12-18 02:51:32 main:581] : INFO : Epoch 1732 | loss: 0.0312039 | val_loss: 0.0311988 | Time: 2815.51 ms [2020-12-18 02:51:35 main:581] : INFO : Epoch 1733 | loss: 0.0312029 | val_loss: 0.0311997 | Time: 2800.87 ms [2020-12-18 02:51:37 main:581] : INFO : Epoch 1734 | loss: 0.0312038 | val_loss: 0.0312078 | Time: 2815.73 ms [2020-12-18 02:51:40 main:581] : INFO : Epoch 1735 | loss: 0.0312088 | val_loss: 0.0312108 | Time: 2816.26 ms [2020-12-18 02:51:43 main:581] : INFO : Epoch 1736 | loss: 0.0312102 | val_loss: 0.0312143 | Time: 2811.61 ms [2020-12-18 02:51:46 main:581] : INFO : Epoch 1737 | loss: 0.0312064 | val_loss: 0.0312094 | Time: 2820.36 ms [2020-12-18 02:51:49 main:581] : INFO : Epoch 1738 | loss: 0.031209 | val_loss: 0.0312059 | Time: 2819.07 ms [2020-12-18 02:51:52 main:581] : INFO : Epoch 1739 | loss: 0.0312034 | val_loss: 0.0311991 | Time: 2813.84 ms [2020-12-18 02:51:54 main:581] : INFO : Epoch 1740 | loss: 0.031207 | val_loss: 0.0312021 | Time: 2813.34 ms [2020-12-18 02:51:57 main:581] : INFO : Epoch 1741 | loss: 0.0312015 | val_loss: 0.0312093 | Time: 2816.52 ms [2020-12-18 02:52:00 main:581] : INFO : Epoch 1742 | loss: 0.0312024 | val_loss: 0.0311986 | Time: 2856.22 ms [2020-12-18 02:52:03 main:581] : INFO : Epoch 1743 | loss: 0.0312007 | val_loss: 0.0311979 | Time: 2809.78 ms [2020-12-18 02:52:06 main:581] : INFO : Epoch 1744 | loss: 0.0312023 | val_loss: 0.0312001 | Time: 2813.15 ms [2020-12-18 02:52:08 main:581] : INFO : Epoch 1745 | loss: 0.0312027 | val_loss: 0.0312024 | Time: 2812.87 ms [2020-12-18 02:52:11 main:581] : INFO : Epoch 1746 | loss: 0.0312052 | val_loss: 0.0311994 | Time: 2802.93 ms [2020-12-18 02:52:14 main:581] : INFO : Epoch 1747 | loss: 0.0312025 | val_loss: 0.0311999 | Time: 2808.81 ms [2020-12-18 02:52:17 main:581] : INFO : Epoch 1748 | loss: 0.0312001 | val_loss: 0.0311966 | Time: 2812.34 ms [2020-12-18 02:52:20 main:581] : INFO : Epoch 1749 | loss: 0.0312009 | val_loss: 0.0312004 | Time: 2808.77 ms [2020-12-18 02:52:22 main:581] : INFO : Epoch 1750 | loss: 0.031202 | val_loss: 0.0311993 | Time: 2819.17 ms [2020-12-18 02:52:25 main:581] : INFO : Epoch 1751 | loss: 0.0312007 | val_loss: 0.0312033 | Time: 2810.88 ms [2020-12-18 02:52:28 main:581] : INFO : Epoch 1752 | loss: 0.0312029 | val_loss: 0.0312017 | Time: 2842.52 ms [2020-12-18 02:52:31 main:581] : INFO : Epoch 1753 | loss: 0.0312012 | val_loss: 0.0311963 | Time: 2811.93 ms [2020-12-18 02:52:34 main:581] : INFO : Epoch 1754 | loss: 0.0311992 | val_loss: 0.0311964 | Time: 2814.41 ms [2020-12-18 02:52:37 main:581] : INFO : Epoch 1755 | loss: 0.0312018 | val_loss: 0.0311991 | Time: 2818.56 ms [2020-12-18 02:52:39 main:581] : INFO : Epoch 1756 | loss: 0.0312028 | val_loss: 0.0312024 | Time: 2815.63 ms [2020-12-18 02:52:42 main:581] : INFO : Epoch 1757 | loss: 0.0312048 | val_loss: 0.0311984 | Time: 2817.26 ms [2020-12-18 02:52:45 main:581] : INFO : Epoch 1758 | loss: 0.031206 | val_loss: 0.031203 | Time: 2817.24 ms [2020-12-18 02:52:48 main:581] : INFO : Epoch 1759 | loss: 0.0312026 | val_loss: 0.0312036 | Time: 2815.19 ms [2020-12-18 02:52:51 main:581] : INFO : Epoch 1760 | loss: 0.0312047 | val_loss: 0.0311988 | Time: 2813.23 ms [2020-12-18 02:52:53 main:581] : INFO : Epoch 1761 | loss: 0.0312023 | val_loss: 0.0312016 | Time: 2820.14 ms [2020-12-18 02:52:56 main:581] : INFO : Epoch 1762 | loss: 0.0312023 | val_loss: 0.0312024 | Time: 2813.81 ms [2020-12-18 02:52:59 main:581] : INFO : Epoch 1763 | loss: 0.0312001 | val_loss: 0.0311978 | Time: 2836.9 ms [2020-12-18 02:53:02 main:581] : INFO : Epoch 1764 | loss: 0.0311996 | val_loss: 0.031196 | Time: 2842.22 ms [2020-12-18 02:53:05 main:581] : INFO : Epoch 1765 | loss: 0.0312004 | val_loss: 0.031198 | Time: 2816.49 ms [2020-12-18 02:53:08 main:581] : INFO : Epoch 1766 | loss: 0.0311999 | val_loss: 0.0311975 | Time: 2815.17 ms [2020-12-18 02:53:10 main:581] : INFO : Epoch 1767 | loss: 0.0311998 | val_loss: 0.0311982 | Time: 2812.15 ms [2020-12-18 02:53:13 main:581] : INFO : Epoch 1768 | loss: 0.0311995 | val_loss: 0.0311971 | Time: 2821.59 ms [2020-12-18 02:53:16 main:581] : INFO : Epoch 1769 | loss: 0.0311996 | val_loss: 0.0311976 | Time: 2820.6 ms [2020-12-18 02:53:19 main:581] : INFO : Epoch 1770 | loss: 0.0311991 | val_loss: 0.0311959 | Time: 2806.82 ms [2020-12-18 02:53:22 main:581] : INFO : Epoch 1771 | loss: 0.0311992 | val_loss: 0.0311969 | Time: 2814.73 ms [2020-12-18 02:53:25 main:581] : INFO : Epoch 1772 | loss: 0.0312003 | val_loss: 0.0311962 | Time: 2818.92 ms [2020-12-18 02:53:27 main:581] : INFO : Epoch 1773 | loss: 0.0312034 | val_loss: 0.0312012 | Time: 2816.22 ms [2020-12-18 02:53:30 main:581] : INFO : Epoch 1774 | loss: 0.0312033 | val_loss: 0.031204 | Time: 2842.99 ms [2020-12-18 02:53:33 main:581] : INFO : Epoch 1775 | loss: 0.0312021 | val_loss: 0.0312057 | Time: 2825.54 ms [2020-12-18 02:53:36 main:581] : INFO : Epoch 1776 | loss: 0.0312027 | val_loss: 0.0311971 | Time: 2819.88 ms [2020-12-18 02:53:39 main:581] : INFO : Epoch 1777 | loss: 0.0311992 | val_loss: 0.0311967 | Time: 2819.35 ms [2020-12-18 02:53:41 main:581] : INFO : Epoch 1778 | loss: 0.0311996 | val_loss: 0.0311961 | Time: 2823.18 ms [2020-12-18 02:53:44 main:581] : INFO : Epoch 1779 | loss: 0.0312001 | val_loss: 0.0312181 | Time: 2813.86 ms [2020-12-18 02:53:47 main:581] : INFO : Epoch 1780 | loss: 0.0312052 | val_loss: 0.0312001 | Time: 2816.62 ms [2020-12-18 02:53:50 main:581] : INFO : Epoch 1781 | loss: 0.0311988 | val_loss: 0.0311965 | Time: 2816.05 ms [2020-12-18 02:53:53 main:581] : INFO : Epoch 1782 | loss: 0.0311981 | val_loss: 0.0311955 | Time: 2816.09 ms [2020-12-18 02:53:56 main:581] : INFO : Epoch 1783 | loss: 0.0311989 | val_loss: 0.0311977 | Time: 2818.01 ms [2020-12-18 02:53:58 main:581] : INFO : Epoch 1784 | loss: 0.0311986 | val_loss: 0.0311976 | Time: 2839.31 ms [2020-12-18 02:54:01 main:581] : INFO : Epoch 1785 | loss: 0.0311994 | val_loss: 0.0311975 | Time: 2830.94 ms [2020-12-18 02:54:04 main:581] : INFO : Epoch 1786 | loss: 0.0311997 | val_loss: 0.0311964 | Time: 2807.69 ms [2020-12-18 02:54:07 main:581] : INFO : Epoch 1787 | loss: 0.0312013 | val_loss: 0.0312061 | Time: 2817.98 ms [2020-12-18 02:54:10 main:581] : INFO : Epoch 1788 | loss: 0.0312042 | val_loss: 0.0312044 | Time: 2820.93 ms [2020-12-18 02:54:12 main:581] : INFO : Epoch 1789 | loss: 0.0311992 | val_loss: 0.0312038 | Time: 2818.92 ms [2020-12-18 02:54:15 main:581] : INFO : Epoch 1790 | loss: 0.0312005 | val_loss: 0.0311978 | Time: 2819.69 ms [2020-12-18 02:54:18 main:581] : INFO : Epoch 1791 | loss: 0.0312005 | val_loss: 0.03121 | Time: 2817.39 ms [2020-12-18 02:54:21 main:581] : INFO : Epoch 1792 | loss: 0.0312026 | val_loss: 0.0311956 | Time: 2818.22 ms [2020-12-18 02:54:24 main:581] : INFO : Epoch 1793 | loss: 0.031197 | val_loss: 0.0311975 | Time: 2817.39 ms [2020-12-18 02:54:27 main:581] : INFO : Epoch 1794 | loss: 0.0311984 | val_loss: 0.0311952 | Time: 2816.79 ms [2020-12-18 02:54:29 main:581] : INFO : Epoch 1795 | loss: 0.0311998 | val_loss: 0.0311978 | Time: 2839.11 ms [2020-12-18 02:54:32 main:581] : INFO : Epoch 1796 | loss: 0.0311984 | val_loss: 0.0311954 | Time: 2813.79 ms [2020-12-18 02:54:35 main:581] : INFO : Epoch 1797 | loss: 0.0311969 | val_loss: 0.0311958 | Time: 2814.82 ms [2020-12-18 02:54:38 main:581] : INFO : Epoch 1798 | loss: 0.0311969 | val_loss: 0.0311972 | Time: 2817.83 ms [2020-12-18 02:54:41 main:581] : INFO : Epoch 1799 | loss: 0.0311982 | val_loss: 0.0312005 | Time: 2817.57 ms [2020-12-18 02:54:43 main:581] : INFO : Epoch 1800 | loss: 0.0311986 | val_loss: 0.0311958 | Time: 2815.84 ms [2020-12-18 02:54:46 main:581] : INFO : Epoch 1801 | loss: 0.0311998 | val_loss: 0.0312044 | Time: 2817.57 ms [2020-12-18 02:54:49 main:581] : INFO : Epoch 1802 | loss: 0.031199 | val_loss: 0.0311987 | Time: 2819.02 ms [2020-12-18 02:54:52 main:581] : INFO : Epoch 1803 | loss: 0.0311988 | val_loss: 0.0312039 | Time: 2811.57 ms [2020-12-18 02:54:55 main:581] : INFO : Epoch 1804 | loss: 0.031199 | val_loss: 0.0311961 | Time: 2815.21 ms [2020-12-18 02:54:58 main:581] : INFO : Epoch 1805 | loss: 0.0311974 | val_loss: 0.031197 | Time: 2820.57 ms [2020-12-18 02:55:00 main:581] : INFO : Epoch 1806 | loss: 0.0311975 | val_loss: 0.0311965 | Time: 2832.28 ms [2020-12-18 02:55:03 main:581] : INFO : Epoch 1807 | loss: 0.0311975 | val_loss: 0.0311997 | Time: 2819.19 ms [2020-12-18 02:55:06 main:581] : INFO : Epoch 1808 | loss: 0.0311999 | val_loss: 0.0311983 | Time: 2821.79 ms [2020-12-18 02:55:09 main:581] : INFO : Epoch 1809 | loss: 0.0312007 | val_loss: 0.0312117 | Time: 2803.69 ms [2020-12-18 02:55:12 main:581] : INFO : Epoch 1810 | loss: 0.031198 | val_loss: 0.0311989 | Time: 2810.71 ms [2020-12-18 02:55:14 main:581] : INFO : Epoch 1811 | loss: 0.0311956 | val_loss: 0.0311971 | Time: 2813.44 ms [2020-12-18 02:55:17 main:581] : INFO : Epoch 1812 | loss: 0.0311965 | val_loss: 0.031198 | Time: 2819.96 ms [2020-12-18 02:55:20 main:581] : INFO : Epoch 1813 | loss: 0.0311978 | val_loss: 0.0311983 | Time: 2821.78 ms [2020-12-18 02:55:23 main:581] : INFO : Epoch 1814 | loss: 0.0311976 | val_loss: 0.031198 | Time: 2816.18 ms [2020-12-18 02:55:26 main:581] : INFO : Epoch 1815 | loss: 0.0311972 | val_loss: 0.0311974 | Time: 2817.88 ms [2020-12-18 02:55:29 main:581] : INFO : Epoch 1816 | loss: 0.0311962 | val_loss: 0.0312036 | Time: 2838.46 ms [2020-12-18 02:55:31 main:581] : INFO : Epoch 1817 | loss: 0.0311974 | val_loss: 0.031197 | Time: 2819.47 ms [2020-12-18 02:55:34 main:581] : INFO : Epoch 1818 | loss: 0.0311959 | val_loss: 0.031198 | Time: 2816.05 ms [2020-12-18 02:55:37 main:581] : INFO : Epoch 1819 | loss: 0.0311985 | val_loss: 0.0312008 | Time: 2816.88 ms [2020-12-18 02:55:40 main:581] : INFO : Epoch 1820 | loss: 0.0311968 | val_loss: 0.0312009 | Time: 2817.94 ms [2020-12-18 02:55:43 main:581] : INFO : Epoch 1821 | loss: 0.0311961 | val_loss: 0.0311959 | Time: 2821.08 ms [2020-12-18 02:55:46 main:581] : INFO : Epoch 1822 | loss: 0.0311985 | val_loss: 0.0312051 | Time: 2807.36 ms [2020-12-18 02:55:48 main:581] : INFO : Epoch 1823 | loss: 0.031199 | val_loss: 0.0311981 | Time: 2811.34 ms [2020-12-18 02:55:51 main:581] : INFO : Epoch 1824 | loss: 0.0311955 | val_loss: 0.0311946 | Time: 2815.31 ms [2020-12-18 02:55:54 main:581] : INFO : Epoch 1825 | loss: 0.031196 | val_loss: 0.0311981 | Time: 2817.9 ms [2020-12-18 02:55:57 main:581] : INFO : Epoch 1826 | loss: 0.031196 | val_loss: 0.0311962 | Time: 2815.71 ms [2020-12-18 02:56:00 main:581] : INFO : Epoch 1827 | loss: 0.0311954 | val_loss: 0.031196 | Time: 2848.29 ms [2020-12-18 02:56:02 main:581] : INFO : Epoch 1828 | loss: 0.0311949 | val_loss: 0.0311959 | Time: 2815.75 ms [2020-12-18 02:56:05 main:581] : INFO : Epoch 1829 | loss: 0.0311968 | val_loss: 0.031198 | Time: 2814.81 ms [2020-12-18 02:56:08 main:581] : INFO : Epoch 1830 | loss: 0.0311965 | val_loss: 0.0311977 | Time: 2815.19 ms [2020-12-18 02:56:11 main:581] : INFO : Epoch 1831 | loss: 0.0311949 | val_loss: 0.0311965 | Time: 2815.9 ms [2020-12-18 02:56:14 main:581] : INFO : Epoch 1832 | loss: 0.0311954 | val_loss: 0.0311972 | Time: 2817.92 ms [2020-12-18 02:56:17 main:581] : INFO : Epoch 1833 | loss: 0.0311952 | val_loss: 0.0312079 | Time: 2812.01 ms [2020-12-18 02:56:19 main:581] : INFO : Epoch 1834 | loss: 0.0312002 | val_loss: 0.0312141 | Time: 2809.9 ms [2020-12-18 02:56:22 main:581] : INFO : Epoch 1835 | loss: 0.0311987 | val_loss: 0.0311961 | Time: 2821.13 ms [2020-12-18 02:56:25 main:581] : INFO : Epoch 1836 | loss: 0.0311958 | val_loss: 0.0311979 | Time: 2815.24 ms [2020-12-18 02:56:28 main:581] : INFO : Epoch 1837 | loss: 0.0311957 | val_loss: 0.0311968 | Time: 2821.96 ms [2020-12-18 02:56:31 main:581] : INFO : Epoch 1838 | loss: 0.0311954 | val_loss: 0.0312047 | Time: 2815.66 ms [2020-12-18 02:56:33 main:581] : INFO : Epoch 1839 | loss: 0.0311983 | val_loss: 0.0312027 | Time: 2813.75 ms [2020-12-18 02:56:36 main:581] : INFO : Epoch 1840 | loss: 0.0311982 | val_loss: 0.0311997 | Time: 2815.84 ms [2020-12-18 02:56:39 main:581] : INFO : Epoch 1841 | loss: 0.0312014 | val_loss: 0.0312032 | Time: 2817.99 ms [2020-12-18 02:56:42 main:581] : INFO : Epoch 1842 | loss: 0.0311957 | val_loss: 0.0311987 | Time: 2816.08 ms [2020-12-18 02:56:45 main:581] : INFO : Epoch 1843 | loss: 0.0311979 | val_loss: 0.031207 | Time: 2817.53 ms [2020-12-18 02:56:47 main:581] : INFO : Epoch 1844 | loss: 0.0312005 | val_loss: 0.0312039 | Time: 2815.67 ms [2020-12-18 02:56:50 main:581] : INFO : Epoch 1845 | loss: 0.0311975 | val_loss: 0.0312063 | Time: 2820.32 ms [2020-12-18 02:56:53 main:581] : INFO : Epoch 1846 | loss: 0.0312001 | val_loss: 0.0312013 | Time: 2816.5 ms [2020-12-18 02:56:56 main:581] : INFO : Epoch 1847 | loss: 0.0311977 | val_loss: 0.031199 | Time: 2806.69 ms [2020-12-18 02:56:59 main:581] : INFO : Epoch 1848 | loss: 0.0311971 | val_loss: 0.0311954 | Time: 2840.28 ms [2020-12-18 02:57:02 main:581] : INFO : Epoch 1849 | loss: 0.0311963 | val_loss: 0.0311952 | Time: 2836.52 ms [2020-12-18 02:57:04 main:581] : INFO : Epoch 1850 | loss: 0.0311983 | val_loss: 0.0311949 | Time: 2811.21 ms [2020-12-18 02:57:07 main:581] : INFO : Epoch 1851 | loss: 0.0311947 | val_loss: 0.0311953 | Time: 2808.86 ms [2020-12-18 02:57:10 main:581] : INFO : Epoch 1852 | loss: 0.0311946 | val_loss: 0.0311957 | Time: 2806.4 ms [2020-12-18 02:57:13 main:581] : INFO : Epoch 1853 | loss: 0.0311955 | val_loss: 0.0311944 | Time: 2804.76 ms [2020-12-18 02:57:16 main:581] : INFO : Epoch 1854 | loss: 0.0311964 | val_loss: 0.0312011 | Time: 2801.41 ms [2020-12-18 02:57:18 main:581] : INFO : Epoch 1855 | loss: 0.0311981 | val_loss: 0.0312026 | Time: 2816.21 ms [2020-12-18 02:57:21 main:581] : INFO : Epoch 1856 | loss: 0.0311978 | val_loss: 0.0311951 | Time: 2799.41 ms [2020-12-18 02:57:24 main:581] : INFO : Epoch 1857 | loss: 0.0311975 | val_loss: 0.0312041 | Time: 2823.78 ms [2020-12-18 02:57:27 main:581] : INFO : Epoch 1858 | loss: 0.0311962 | val_loss: 0.0311958 | Time: 2802.53 ms [2020-12-18 02:57:30 main:581] : INFO : Epoch 1859 | loss: 0.031197 | val_loss: 0.0311973 | Time: 2842.02 ms [2020-12-18 02:57:33 main:581] : INFO : Epoch 1860 | loss: 0.0311947 | val_loss: 0.0311972 | Time: 2813.52 ms [2020-12-18 02:57:35 main:581] : INFO : Epoch 1861 | loss: 0.0311945 | val_loss: 0.0311971 | Time: 2816.93 ms [2020-12-18 02:57:38 main:581] : INFO : Epoch 1862 | loss: 0.0311974 | val_loss: 0.031203 | Time: 2810.94 ms [2020-12-18 02:57:41 main:581] : INFO : Epoch 1863 | loss: 0.0311975 | val_loss: 0.0311952 | Time: 2823.22 ms [2020-12-18 02:57:44 main:581] : INFO : Epoch 1864 | loss: 0.0311953 | val_loss: 0.0311993 | Time: 2816.51 ms [2020-12-18 02:57:47 main:581] : INFO : Epoch 1865 | loss: 0.0311972 | val_loss: 0.0311956 | Time: 2816.74 ms [2020-12-18 02:57:49 main:581] : INFO : Epoch 1866 | loss: 0.0311961 | val_loss: 0.0312007 | Time: 2811.71 ms [2020-12-18 02:57:52 main:581] : INFO : Epoch 1867 | loss: 0.0311965 | val_loss: 0.0311955 | Time: 2813.95 ms [2020-12-18 02:57:55 main:581] : INFO : Epoch 1868 | loss: 0.0311988 | val_loss: 0.0312006 | Time: 2820.66 ms [2020-12-18 02:57:58 main:581] : INFO : Epoch 1869 | loss: 0.0311952 | val_loss: 0.0311937 | Time: 2830.21 ms [2020-12-18 02:58:01 main:581] : INFO : Epoch 1870 | loss: 0.0311951 | val_loss: 0.0311966 | Time: 2836.48 ms [2020-12-18 02:58:04 main:581] : INFO : Epoch 1871 | loss: 0.0311944 | val_loss: 0.0312016 | Time: 2821.2 ms [2020-12-18 02:58:06 main:581] : INFO : Epoch 1872 | loss: 0.0311951 | val_loss: 0.0311957 | Time: 2811.56 ms [2020-12-18 02:58:09 main:581] : INFO : Epoch 1873 | loss: 0.031195 | val_loss: 0.031197 | Time: 2810.96 ms [2020-12-18 02:58:12 main:581] : INFO : Epoch 1874 | loss: 0.0311959 | val_loss: 0.0311975 | Time: 2815.92 ms [2020-12-18 02:58:15 main:581] : INFO : Epoch 1875 | loss: 0.0311946 | val_loss: 0.0311947 | Time: 2815.29 ms [2020-12-18 02:58:18 main:581] : INFO : Epoch 1876 | loss: 0.0311949 | val_loss: 0.0311948 | Time: 2816.46 ms [2020-12-18 02:58:20 main:581] : INFO : Epoch 1877 | loss: 0.0311949 | val_loss: 0.0312065 | Time: 2809.95 ms [2020-12-18 02:58:23 main:581] : INFO : Epoch 1878 | loss: 0.0311968 | val_loss: 0.0311955 | Time: 2817.52 ms [2020-12-18 02:58:26 main:581] : INFO : Epoch 1879 | loss: 0.031194 | val_loss: 0.0311963 | Time: 2816.68 ms [2020-12-18 02:58:29 main:581] : INFO : Epoch 1880 | loss: 0.0311939 | val_loss: 0.0311945 | Time: 2836.77 ms [2020-12-18 02:58:32 main:581] : INFO : Epoch 1881 | loss: 0.0311923 | val_loss: 0.0311942 | Time: 2817.83 ms [2020-12-18 02:58:35 main:581] : INFO : Epoch 1882 | loss: 0.0311933 | val_loss: 0.0311978 | Time: 2814.58 ms [2020-12-18 02:58:37 main:581] : INFO : Epoch 1883 | loss: 0.0311938 | val_loss: 0.0311946 | Time: 2817.05 ms [2020-12-18 02:58:40 main:581] : INFO : Epoch 1884 | loss: 0.0311925 | val_loss: 0.0311953 | Time: 2818.37 ms [2020-12-18 02:58:43 main:581] : INFO : Epoch 1885 | loss: 0.0311936 | val_loss: 0.0311962 | Time: 2813.49 ms [2020-12-18 02:58:46 main:581] : INFO : Epoch 1886 | loss: 0.031194 | val_loss: 0.0311963 | Time: 2815.84 ms [2020-12-18 02:58:49 main:581] : INFO : Epoch 1887 | loss: 0.0311945 | val_loss: 0.0311974 | Time: 2816.26 ms [2020-12-18 02:58:51 main:581] : INFO : Epoch 1888 | loss: 0.0311942 | val_loss: 0.031194 | Time: 2817.77 ms [2020-12-18 02:58:54 main:581] : INFO : Epoch 1889 | loss: 0.0311975 | val_loss: 0.031204 | Time: 2816.36 ms [2020-12-18 02:58:57 main:581] : INFO : Epoch 1890 | loss: 0.0312016 | val_loss: 0.0311983 | Time: 2817.18 ms [2020-12-18 02:59:00 main:581] : INFO : Epoch 1891 | loss: 0.0311959 | val_loss: 0.0311951 | Time: 2859.36 ms [2020-12-18 02:59:03 main:581] : INFO : Epoch 1892 | loss: 0.0311933 | val_loss: 0.0311944 | Time: 2820.52 ms [2020-12-18 02:59:06 main:581] : INFO : Epoch 1893 | loss: 0.0311947 | val_loss: 0.0311953 | Time: 2821.34 ms [2020-12-18 02:59:08 main:581] : INFO : Epoch 1894 | loss: 0.0311951 | val_loss: 0.0311967 | Time: 2814.14 ms [2020-12-18 02:59:11 main:581] : INFO : Epoch 1895 | loss: 0.0311929 | val_loss: 0.0311948 | Time: 2807.55 ms [2020-12-18 02:59:14 main:581] : INFO : Epoch 1896 | loss: 0.0311932 | val_loss: 0.0311944 | Time: 2819.51 ms [2020-12-18 02:59:17 main:581] : INFO : Epoch 1897 | loss: 0.0311933 | val_loss: 0.0311969 | Time: 2821.32 ms [2020-12-18 02:59:20 main:581] : INFO : Epoch 1898 | loss: 0.0311927 | val_loss: 0.0311943 | Time: 2820.79 ms [2020-12-18 02:59:23 main:581] : INFO : Epoch 1899 | loss: 0.0311912 | val_loss: 0.0311944 | Time: 2818.84 ms [2020-12-18 02:59:25 main:581] : INFO : Epoch 1900 | loss: 0.0311928 | val_loss: 0.0311955 | Time: 2820.52 ms [2020-12-18 02:59:28 main:581] : INFO : Epoch 1901 | loss: 0.0311954 | val_loss: 0.031194 | Time: 2840.62 ms [2020-12-18 02:59:31 main:581] : INFO : Epoch 1902 | loss: 0.0311952 | val_loss: 0.0311972 | Time: 2815.82 ms [2020-12-18 02:59:34 main:581] : INFO : Epoch 1903 | loss: 0.0311965 | val_loss: 0.0311936 | Time: 2817.92 ms [2020-12-18 02:59:37 main:581] : INFO : Epoch 1904 | loss: 0.0311918 | val_loss: 0.031194 | Time: 2819.29 ms [2020-12-18 02:59:39 main:581] : INFO : Epoch 1905 | loss: 0.0311936 | val_loss: 0.0311995 | Time: 2817.87 ms [2020-12-18 02:59:42 main:581] : INFO : Epoch 1906 | loss: 0.0311948 | val_loss: 0.0311948 | Time: 2816.93 ms [2020-12-18 02:59:45 main:581] : INFO : Epoch 1907 | loss: 0.0311921 | val_loss: 0.0311955 | Time: 2817.94 ms [2020-12-18 02:59:48 main:581] : INFO : Epoch 1908 | loss: 0.0311956 | val_loss: 0.031199 | Time: 2815.52 ms [2020-12-18 02:59:51 main:581] : INFO : Epoch 1909 | loss: 0.0311932 | val_loss: 0.031197 | Time: 2820.82 ms [2020-12-18 02:59:54 main:581] : INFO : Epoch 1910 | loss: 0.0311927 | val_loss: 0.0311946 | Time: 2818.15 ms [2020-12-18 02:59:56 main:581] : INFO : Epoch 1911 | loss: 0.0311935 | val_loss: 0.0311946 | Time: 2807.26 ms [2020-12-18 02:59:59 main:581] : INFO : Epoch 1912 | loss: 0.0311916 | val_loss: 0.0311976 | Time: 2836.54 ms [2020-12-18 03:00:02 main:581] : INFO : Epoch 1913 | loss: 0.0311943 | val_loss: 0.0311988 | Time: 2834.41 ms [2020-12-18 03:00:05 main:581] : INFO : Epoch 1914 | loss: 0.0311927 | val_loss: 0.0311969 | Time: 2811.92 ms [2020-12-18 03:00:08 main:581] : INFO : Epoch 1915 | loss: 0.0311944 | val_loss: 0.0311968 | Time: 2812.18 ms [2020-12-18 03:00:10 main:581] : INFO : Epoch 1916 | loss: 0.0311918 | val_loss: 0.0311953 | Time: 2817.11 ms [2020-12-18 03:00:13 main:581] : INFO : Epoch 1917 | loss: 0.0311919 | val_loss: 0.0311992 | Time: 2814.29 ms [2020-12-18 03:00:16 main:581] : INFO : Epoch 1918 | loss: 0.0311911 | val_loss: 0.0311944 | Time: 2817.69 ms [2020-12-18 03:00:19 main:581] : INFO : Epoch 1919 | loss: 0.0311911 | val_loss: 0.0311946 | Time: 2814.02 ms [2020-12-18 03:00:22 main:581] : INFO : Epoch 1920 | loss: 0.0311915 | val_loss: 0.0311961 | Time: 2815.47 ms [2020-12-18 03:00:25 main:581] : INFO : Epoch 1921 | loss: 0.0311915 | val_loss: 0.0311957 | Time: 2813.49 ms [2020-12-18 03:00:27 main:581] : INFO : Epoch 1922 | loss: 0.0311938 | val_loss: 0.0311959 | Time: 2819.07 ms [2020-12-18 03:00:30 main:581] : INFO : Epoch 1923 | loss: 0.0311932 | val_loss: 0.0311951 | Time: 2834.36 ms [2020-12-18 03:00:33 main:581] : INFO : Epoch 1924 | loss: 0.0311913 | val_loss: 0.0311941 | Time: 2815.26 ms [2020-12-18 03:00:36 main:581] : INFO : Epoch 1925 | loss: 0.0311911 | val_loss: 0.0311969 | Time: 2817.81 ms [2020-12-18 03:00:39 main:581] : INFO : Epoch 1926 | loss: 0.0311935 | val_loss: 0.0311968 | Time: 2810.47 ms [2020-12-18 03:00:41 main:581] : INFO : Epoch 1927 | loss: 0.0311938 | val_loss: 0.031198 | Time: 2819.21 ms [2020-12-18 03:00:44 main:581] : INFO : Epoch 1928 | loss: 0.0311945 | val_loss: 0.0311992 | Time: 2815 ms [2020-12-18 03:00:47 main:581] : INFO : Epoch 1929 | loss: 0.031194 | val_loss: 0.0311982 | Time: 2811.48 ms [2020-12-18 03:00:50 main:581] : INFO : Epoch 1930 | loss: 0.0311956 | val_loss: 0.0311943 | Time: 2821.92 ms [2020-12-18 03:00:53 main:581] : INFO : Epoch 1931 | loss: 0.0311936 | val_loss: 0.0311978 | Time: 2822.45 ms [2020-12-18 03:00:56 main:581] : INFO : Epoch 1932 | loss: 0.0311941 | val_loss: 0.031195 | Time: 2819.3 ms [2020-12-18 03:00:58 main:581] : INFO : Epoch 1933 | loss: 0.0311926 | val_loss: 0.031197 | Time: 2835.52 ms [2020-12-18 03:01:01 main:581] : INFO : Epoch 1934 | loss: 0.0311919 | val_loss: 0.0311963 | Time: 2843.57 ms [2020-12-18 03:01:04 main:581] : INFO : Epoch 1935 | loss: 0.031192 | val_loss: 0.0311976 | Time: 2820.19 ms [2020-12-18 03:01:07 main:581] : INFO : Epoch 1936 | loss: 0.0311921 | val_loss: 0.0311945 | Time: 2821.51 ms [2020-12-18 03:01:10 main:581] : INFO : Epoch 1937 | loss: 0.0311911 | val_loss: 0.0311962 | Time: 2814.01 ms [2020-12-18 03:01:12 main:581] : INFO : Epoch 1938 | loss: 0.031192 | val_loss: 0.0311977 | Time: 2800.91 ms [2020-12-18 03:01:15 main:581] : INFO : Epoch 1939 | loss: 0.0311957 | val_loss: 0.0312008 | Time: 2813.69 ms [2020-12-18 03:01:18 main:581] : INFO : Epoch 1940 | loss: 0.0311916 | val_loss: 0.031194 | Time: 2814.66 ms [2020-12-18 03:01:21 main:581] : INFO : Epoch 1941 | loss: 0.0311914 | val_loss: 0.0311983 | Time: 2812.94 ms [2020-12-18 03:01:24 main:581] : INFO : Epoch 1942 | loss: 0.0311901 | val_loss: 0.0311942 | Time: 2812.5 ms [2020-12-18 03:01:27 main:581] : INFO : Epoch 1943 | loss: 0.0311923 | val_loss: 0.031198 | Time: 2821.04 ms [2020-12-18 03:01:29 main:581] : INFO : Epoch 1944 | loss: 0.0311904 | val_loss: 0.0311942 | Time: 2836.44 ms [2020-12-18 03:01:32 main:581] : INFO : Epoch 1945 | loss: 0.0311902 | val_loss: 0.0311953 | Time: 2814.09 ms [2020-12-18 03:01:35 main:581] : INFO : Epoch 1946 | loss: 0.031194 | val_loss: 0.0311991 | Time: 2818.29 ms [2020-12-18 03:01:38 main:581] : INFO : Epoch 1947 | loss: 0.0311971 | val_loss: 0.031198 | Time: 2816.02 ms [2020-12-18 03:01:41 main:581] : INFO : Epoch 1948 | loss: 0.0311922 | val_loss: 0.0311944 | Time: 2816.44 ms [2020-12-18 03:01:43 main:581] : INFO : Epoch 1949 | loss: 0.0311944 | val_loss: 0.0311936 | Time: 2817.75 ms [2020-12-18 03:01:46 main:581] : INFO : Epoch 1950 | loss: 0.0311948 | val_loss: 0.0312004 | Time: 2817.38 ms [2020-12-18 03:01:49 main:581] : INFO : Epoch 1951 | loss: 0.0311923 | val_loss: 0.0311933 | Time: 2815.22 ms [2020-12-18 03:01:52 main:581] : INFO : Epoch 1952 | loss: 0.0311893 | val_loss: 0.0311937 | Time: 2815.26 ms [2020-12-18 03:01:55 main:581] : INFO : Epoch 1953 | loss: 0.0311908 | val_loss: 0.0312002 | Time: 2817.48 ms [2020-12-18 03:01:58 main:581] : INFO : Epoch 1954 | loss: 0.0311914 | val_loss: 0.0311962 | Time: 2819.35 ms [2020-12-18 03:02:00 main:581] : INFO : Epoch 1955 | loss: 0.0311957 | val_loss: 0.0311957 | Time: 2839.6 ms [2020-12-18 03:02:03 main:581] : INFO : Epoch 1956 | loss: 0.0311946 | val_loss: 0.0311986 | Time: 2808.95 ms [2020-12-18 03:02:06 main:581] : INFO : Epoch 1957 | loss: 0.0311924 | val_loss: 0.0312093 | Time: 2815.58 ms [2020-12-18 03:02:09 main:581] : INFO : Epoch 1958 | loss: 0.0311989 | val_loss: 0.0312048 | Time: 2815.86 ms [2020-12-18 03:02:12 main:581] : INFO : Epoch 1959 | loss: 0.0311933 | val_loss: 0.0311948 | Time: 2815.3 ms [2020-12-18 03:02:14 main:581] : INFO : Epoch 1960 | loss: 0.0311908 | val_loss: 0.0311947 | Time: 2817.96 ms [2020-12-18 03:02:17 main:581] : INFO : Epoch 1961 | loss: 0.0311952 | val_loss: 0.031197 | Time: 2818.26 ms [2020-12-18 03:02:20 main:581] : INFO : Epoch 1962 | loss: 0.0311918 | val_loss: 0.0311945 | Time: 2817.21 ms [2020-12-18 03:02:23 main:581] : INFO : Epoch 1963 | loss: 0.0311926 | val_loss: 0.0311959 | Time: 2818.04 ms [2020-12-18 03:02:26 main:581] : INFO : Epoch 1964 | loss: 0.0311949 | val_loss: 0.0311937 | Time: 2819.43 ms [2020-12-18 03:02:29 main:581] : INFO : Epoch 1965 | loss: 0.0311896 | val_loss: 0.0311931 | Time: 2844.14 ms [2020-12-18 03:02:31 main:581] : INFO : Epoch 1966 | loss: 0.03119 | val_loss: 0.0311985 | Time: 2812.5 ms [2020-12-18 03:02:34 main:581] : INFO : Epoch 1967 | loss: 0.0311915 | val_loss: 0.0311971 | Time: 2816.74 ms [2020-12-18 03:02:37 main:581] : INFO : Epoch 1968 | loss: 0.0311917 | val_loss: 0.0311949 | Time: 2819.69 ms [2020-12-18 03:02:40 main:581] : INFO : Epoch 1969 | loss: 0.0311889 | val_loss: 0.0311937 | Time: 2817.27 ms [2020-12-18 03:02:43 main:581] : INFO : Epoch 1970 | loss: 0.0311888 | val_loss: 0.0311956 | Time: 2816.47 ms [2020-12-18 03:02:46 main:581] : INFO : Epoch 1971 | loss: 0.0311901 | val_loss: 0.0311949 | Time: 2812.82 ms [2020-12-18 03:02:48 main:581] : INFO : Epoch 1972 | loss: 0.0311893 | val_loss: 0.0311949 | Time: 2812.31 ms [2020-12-18 03:02:51 main:581] : INFO : Epoch 1973 | loss: 0.0311907 | val_loss: 0.0311994 | Time: 2805.25 ms [2020-12-18 03:02:54 main:581] : INFO : Epoch 1974 | loss: 0.0311899 | val_loss: 0.031199 | Time: 2816.01 ms [2020-12-18 03:02:57 main:581] : INFO : Epoch 1975 | loss: 0.0311897 | val_loss: 0.0311936 | Time: 2815.39 ms [2020-12-18 03:03:00 main:581] : INFO : Epoch 1976 | loss: 0.0311887 | val_loss: 0.0311949 | Time: 2844.38 ms [2020-12-18 03:03:02 main:581] : INFO : Epoch 1977 | loss: 0.0311887 | val_loss: 0.0311934 | Time: 2814.78 ms [2020-12-18 03:03:05 main:581] : INFO : Epoch 1978 | loss: 0.0311887 | val_loss: 0.0311948 | Time: 2812.17 ms [2020-12-18 03:03:08 main:581] : INFO : Epoch 1979 | loss: 0.0311895 | val_loss: 0.0311959 | Time: 2815.41 ms [2020-12-18 03:03:11 main:581] : INFO : Epoch 1980 | loss: 0.0311911 | val_loss: 0.0311947 | Time: 2812.11 ms [2020-12-18 03:03:14 main:581] : INFO : Epoch 1981 | loss: 0.0311882 | val_loss: 0.0311955 | Time: 2815.49 ms [2020-12-18 03:03:16 main:581] : INFO : Epoch 1982 | loss: 0.0311885 | val_loss: 0.0311966 | Time: 2816.86 ms [2020-12-18 03:03:19 main:581] : INFO : Epoch 1983 | loss: 0.0311885 | val_loss: 0.031195 | Time: 2814.8 ms [2020-12-18 03:03:22 main:581] : INFO : Epoch 1984 | loss: 0.0311874 | val_loss: 0.0311967 | Time: 2814.42 ms [2020-12-18 03:03:25 main:581] : INFO : Epoch 1985 | loss: 0.0311881 | val_loss: 0.0311951 | Time: 2814.81 ms [2020-12-18 03:03:28 main:581] : INFO : Epoch 1986 | loss: 0.0311923 | val_loss: 0.0311957 | Time: 2823 ms [2020-12-18 03:03:31 main:581] : INFO : Epoch 1987 | loss: 0.0311893 | val_loss: 0.0311941 | Time: 2814.49 ms [2020-12-18 03:03:33 main:581] : INFO : Epoch 1988 | loss: 0.0311878 | val_loss: 0.031195 | Time: 2818.48 ms [2020-12-18 03:03:36 main:581] : INFO : Epoch 1989 | loss: 0.0311874 | val_loss: 0.0311942 | Time: 2816.6 ms [2020-12-18 03:03:39 main:581] : INFO : Epoch 1990 | loss: 0.0311887 | val_loss: 0.0311936 | Time: 2818.63 ms [2020-12-18 03:03:42 main:581] : INFO : Epoch 1991 | loss: 0.0311886 | val_loss: 0.0311965 | Time: 2818.22 ms [2020-12-18 03:03:45 main:581] : INFO : Epoch 1992 | loss: 0.0311875 | val_loss: 0.0311947 | Time: 2815.85 ms [2020-12-18 03:03:47 main:581] : INFO : Epoch 1993 | loss: 0.0311898 | val_loss: 0.0311977 | Time: 2815.91 ms [2020-12-18 03:03:50 main:581] : INFO : Epoch 1994 | loss: 0.031191 | val_loss: 0.0311944 | Time: 2816.34 ms [2020-12-18 03:03:53 main:581] : INFO : Epoch 1995 | loss: 0.0311892 | val_loss: 0.0311958 | Time: 2803.92 ms [2020-12-18 03:03:56 main:581] : INFO : Epoch 1996 | loss: 0.0311869 | val_loss: 0.0311967 | Time: 2811.59 ms [2020-12-18 03:03:59 main:581] : INFO : Epoch 1997 | loss: 0.0311907 | val_loss: 0.0312009 | Time: 2833.41 ms [2020-12-18 03:04:02 main:581] : INFO : Epoch 1998 | loss: 0.0311895 | val_loss: 0.0311959 | Time: 2840.42 ms [2020-12-18 03:04:04 main:581] : INFO : Epoch 1999 | loss: 0.0311882 | val_loss: 0.031194 | Time: 2819.59 ms [2020-12-18 03:04:07 main:581] : INFO : Epoch 2000 | loss: 0.0311873 | val_loss: 0.0311983 | Time: 2813.56 ms [2020-12-18 03:04:10 main:581] : INFO : Epoch 2001 | loss: 0.031187 | val_loss: 0.0311943 | Time: 2810.19 ms [2020-12-18 03:04:13 main:581] : INFO : Epoch 2002 | loss: 0.0311859 | val_loss: 0.0311961 | Time: 2816.13 ms [2020-12-18 03:04:16 main:581] : INFO : Epoch 2003 | loss: 0.0311884 | val_loss: 0.031197 | Time: 2816.53 ms [2020-12-18 03:04:18 main:581] : INFO : Epoch 2004 | loss: 0.0311904 | val_loss: 0.0311964 | Time: 2814.77 ms [2020-12-18 03:04:21 main:581] : INFO : Epoch 2005 | loss: 0.0311889 | val_loss: 0.0311946 | Time: 2817.22 ms [2020-12-18 03:04:24 main:581] : INFO : Epoch 2006 | loss: 0.0311915 | val_loss: 0.0312102 | Time: 2820.43 ms [2020-12-18 03:04:27 main:581] : INFO : Epoch 2007 | loss: 0.0311906 | val_loss: 0.0311976 | Time: 2818.33 ms [2020-12-18 03:04:30 main:581] : INFO : Epoch 2008 | loss: 0.031187 | val_loss: 0.0311961 | Time: 2837.11 ms [2020-12-18 03:04:33 main:581] : INFO : Epoch 2009 | loss: 0.0311864 | val_loss: 0.0311956 | Time: 2817.57 ms [2020-12-18 03:04:35 main:581] : INFO : Epoch 2010 | loss: 0.0311887 | val_loss: 0.0311962 | Time: 2816.52 ms [2020-12-18 03:04:38 main:581] : INFO : Epoch 2011 | loss: 0.031189 | val_loss: 0.0311967 | Time: 2814.81 ms [2020-12-18 03:04:41 main:581] : INFO : Epoch 2012 | loss: 0.0311878 | val_loss: 0.0311974 | Time: 2818.97 ms [2020-12-18 03:04:44 main:581] : INFO : Epoch 2013 | loss: 0.031188 | val_loss: 0.0311951 | Time: 2817.87 ms [2020-12-18 03:04:47 main:581] : INFO : Epoch 2014 | loss: 0.031189 | val_loss: 0.0311961 | Time: 2812.68 ms [2020-12-18 03:04:50 main:581] : INFO : Epoch 2015 | loss: 0.0311872 | val_loss: 0.0311971 | Time: 2817.48 ms [2020-12-18 03:04:52 main:581] : INFO : Epoch 2016 | loss: 0.0311864 | val_loss: 0.0311953 | Time: 2817.35 ms [2020-12-18 03:04:55 main:581] : INFO : Epoch 2017 | loss: 0.0311887 | val_loss: 0.0311951 | Time: 2813.34 ms [2020-12-18 03:04:58 main:581] : INFO : Epoch 2018 | loss: 0.0311902 | val_loss: 0.031195 | Time: 2820.46 ms [2020-12-18 03:05:01 main:581] : INFO : Epoch 2019 | loss: 0.0311895 | val_loss: 0.0311924 | Time: 2835.62 ms [2020-12-18 03:05:04 main:581] : INFO : Epoch 2020 | loss: 0.0311879 | val_loss: 0.0311945 | Time: 2811.94 ms [2020-12-18 03:05:06 main:581] : INFO : Epoch 2021 | loss: 0.0311873 | val_loss: 0.0311937 | Time: 2817.39 ms [2020-12-18 03:05:09 main:581] : INFO : Epoch 2022 | loss: 0.0311866 | val_loss: 0.0311923 | Time: 2814.29 ms [2020-12-18 03:05:12 main:581] : INFO : Epoch 2023 | loss: 0.0311861 | val_loss: 0.031195 | Time: 2814.41 ms [2020-12-18 03:05:15 main:581] : INFO : Epoch 2024 | loss: 0.0311877 | val_loss: 0.0311925 | Time: 2801.57 ms [2020-12-18 03:05:18 main:581] : INFO : Epoch 2025 | loss: 0.0311911 | val_loss: 0.0311953 | Time: 2810.05 ms [2020-12-18 03:05:20 main:581] : INFO : Epoch 2026 | loss: 0.0311881 | val_loss: 0.031196 | Time: 2814.91 ms [2020-12-18 03:05:23 main:581] : INFO : Epoch 2027 | loss: 0.0311886 | val_loss: 0.0311952 | Time: 2810.01 ms [2020-12-18 03:05:26 main:581] : INFO : Epoch 2028 | loss: 0.0311879 | val_loss: 0.0311993 | Time: 2806.37 ms [2020-12-18 03:05:29 main:581] : INFO : Epoch 2029 | loss: 0.0311909 | val_loss: 0.0311934 | Time: 2844.16 ms [2020-12-18 03:05:32 main:581] : INFO : Epoch 2030 | loss: 0.0311868 | val_loss: 0.0311949 | Time: 2821.52 ms [2020-12-18 03:05:35 main:581] : INFO : Epoch 2031 | loss: 0.031188 | val_loss: 0.0311964 | Time: 2810.4 ms [2020-12-18 03:05:37 main:581] : INFO : Epoch 2032 | loss: 0.0311868 | val_loss: 0.031194 | Time: 2817.04 ms [2020-12-18 03:05:40 main:581] : INFO : Epoch 2033 | loss: 0.0311849 | val_loss: 0.0311938 | Time: 2816.62 ms [2020-12-18 03:05:43 main:581] : INFO : Epoch 2034 | loss: 0.0311866 | val_loss: 0.0311962 | Time: 2812.43 ms [2020-12-18 03:05:46 main:581] : INFO : Epoch 2035 | loss: 0.0311855 | val_loss: 0.031197 | Time: 2820.13 ms [2020-12-18 03:05:49 main:581] : INFO : Epoch 2036 | loss: 0.0311877 | val_loss: 0.0311942 | Time: 2815 ms [2020-12-18 03:05:51 main:581] : INFO : Epoch 2037 | loss: 0.0311861 | val_loss: 0.0311952 | Time: 2815.33 ms [2020-12-18 03:05:54 main:581] : INFO : Epoch 2038 | loss: 0.0311883 | val_loss: 0.0311939 | Time: 2816.28 ms [2020-12-18 03:05:57 main:581] : INFO : Epoch 2039 | loss: 0.0311864 | val_loss: 0.0311974 | Time: 2811.13 ms [2020-12-18 03:06:00 main:581] : INFO : Epoch 2040 | loss: 0.0311856 | val_loss: 0.0311927 | Time: 2856.83 ms [2020-12-18 03:06:03 main:581] : INFO : Epoch 2041 | loss: 0.031184 | val_loss: 0.0311959 | Time: 2814.21 ms [2020-12-18 03:06:06 main:581] : INFO : Epoch 2042 | loss: 0.0311859 | val_loss: 0.0311945 | Time: 2810.83 ms [2020-12-18 03:06:08 main:581] : INFO : Epoch 2043 | loss: 0.0311849 | val_loss: 0.0311985 | Time: 2815.85 ms [2020-12-18 03:06:11 main:581] : INFO : Epoch 2044 | loss: 0.0311838 | val_loss: 0.0311936 | Time: 2820.2 ms [2020-12-18 03:06:14 main:581] : INFO : Epoch 2045 | loss: 0.0311866 | val_loss: 0.0311945 | Time: 2817.37 ms [2020-12-18 03:06:17 main:581] : INFO : Epoch 2046 | loss: 0.0311842 | val_loss: 0.0311958 | Time: 2807.23 ms [2020-12-18 03:06:20 main:581] : INFO : Epoch 2047 | loss: 0.0311848 | val_loss: 0.0311942 | Time: 2816.76 ms [2020-12-18 03:06:22 main:581] : INFO : Epoch 2048 | loss: 0.0311854 | val_loss: 0.0311962 | Time: 2815.17 ms [2020-12-18 03:06:22 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311962 [2020-12-18 03:06:22 main:610] : INFO : Saving end state to config to file [2020-12-18 03:06:22 main:615] : INFO : Success, exiting.. 03:06:22 (1864607): 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)