Task 4341542
| Name | ParityMachine-1612383132-19480-3_1 |
| Workunit | 2281769 |
| Created | 7 Mar 2021, 4:37:56 UTC |
| Sent | 7 Mar 2021, 7:15:56 UTC |
| Report deadline | 14 Mar 2021, 7:15:56 UTC |
| Received | 7 Mar 2021, 9:06:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 1 hours 47 min 31 sec |
| CPU time | 1 hours 45 min 28 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,883.39 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> l_loss: 0.000219865 | Time: 3115.38 ms [2021-03-07 09:40:11 main:574] : INFO : Epoch 1558 | loss: 0.000197061 | val_loss: 0.000220071 | Time: 3122.48 ms [2021-03-07 09:40:14 main:574] : INFO : Epoch 1559 | loss: 0.00019429 | val_loss: 0.000217233 | Time: 3133.44 ms [2021-03-07 09:40:17 main:574] : INFO : Epoch 1560 | loss: 0.000194134 | val_loss: 0.000218258 | Time: 3127.49 ms [2021-03-07 09:40:20 main:574] : INFO : Epoch 1561 | loss: 0.000192676 | val_loss: 0.000212163 | Time: 3118.17 ms [2021-03-07 09:40:23 main:574] : INFO : Epoch 1562 | loss: 0.000188905 | val_loss: 0.000216065 | Time: 3101.5 ms [2021-03-07 09:40:27 main:574] : INFO : Epoch 1563 | loss: 0.00018744 | val_loss: 0.000214841 | Time: 3120.45 ms [2021-03-07 09:40:30 main:574] : INFO : Epoch 1564 | loss: 0.000185199 | val_loss: 0.000210319 | Time: 3086.22 ms [2021-03-07 09:40:33 main:574] : INFO : Epoch 1565 | loss: 0.000184532 | val_loss: 0.000207777 | Time: 3082.25 ms [2021-03-07 09:40:36 main:574] : INFO : Epoch 1566 | loss: 0.000182361 | val_loss: 0.000208855 | Time: 3120.17 ms [2021-03-07 09:40:39 main:574] : INFO : Epoch 1567 | loss: 0.000183554 | val_loss: 0.000207413 | Time: 3088.64 ms [2021-03-07 09:40:42 main:574] : INFO : Epoch 1568 | loss: 0.000180516 | val_loss: 0.000208468 | Time: 3110.73 ms [2021-03-07 09:40:45 main:574] : INFO : Epoch 1569 | loss: 0.000182051 | val_loss: 0.000210259 | Time: 3122.17 ms [2021-03-07 09:40:49 main:574] : INFO : Epoch 1570 | loss: 0.000182943 | val_loss: 0.00021312 | Time: 3119.69 ms [2021-03-07 09:40:52 main:574] : INFO : Epoch 1571 | loss: 0.000185273 | val_loss: 0.00020431 | Time: 3065.88 ms [2021-03-07 09:40:55 main:574] : INFO : Epoch 1572 | loss: 0.000178357 | val_loss: 0.000207164 | Time: 3106.13 ms [2021-03-07 09:40:58 main:574] : INFO : Epoch 1573 | loss: 0.000187453 | val_loss: 0.000216445 | Time: 3122.97 ms [2021-03-07 09:41:01 main:574] : INFO : Epoch 1574 | loss: 0.000196327 | val_loss: 0.000208686 | Time: 3136.31 ms [2021-03-07 09:41:04 main:574] : INFO : Epoch 1575 | loss: 0.000180811 | val_loss: 0.000201914 | Time: 3110.24 ms [2021-03-07 09:41:07 main:574] : INFO : Epoch 1576 | loss: 0.000179293 | val_loss: 0.000201304 | Time: 3098.87 ms [2021-03-07 09:41:11 main:574] : INFO : Epoch 1577 | loss: 0.000177991 | val_loss: 0.000199053 | Time: 3110.1 ms [2021-03-07 09:41:14 main:574] : INFO : Epoch 1578 | loss: 0.000169684 | val_loss: 0.000195281 | Time: 3126.5 ms [2021-03-07 09:41:17 main:574] : INFO : Epoch 1579 | loss: 0.000167819 | val_loss: 0.000200264 | Time: 3112.51 ms [2021-03-07 09:41:20 main:574] : INFO : Epoch 1580 | loss: 0.000168853 | val_loss: 0.000199689 | Time: 3126.72 ms [2021-03-07 09:41:23 main:574] : INFO : Epoch 1581 | loss: 0.000168271 | val_loss: 0.000196485 | Time: 3143.85 ms [2021-03-07 09:41:26 main:574] : INFO : Epoch 1582 | loss: 0.00016504 | val_loss: 0.000194437 | Time: 3134.73 ms [2021-03-07 09:41:30 main:574] : INFO : Epoch 1583 | loss: 0.000162082 | val_loss: 0.000188913 | Time: 3114.25 ms [2021-03-07 09:41:33 main:574] : INFO : Epoch 1584 | loss: 0.000164568 | val_loss: 0.000187737 | Time: 3094.07 ms [2021-03-07 09:41:36 main:574] : INFO : Epoch 1585 | loss: 0.000160023 | val_loss: 0.000187783 | Time: 3106.18 ms [2021-03-07 09:41:39 main:574] : INFO : Epoch 1586 | loss: 0.000157671 | val_loss: 0.000186976 | Time: 3136.96 ms [2021-03-07 09:41:42 main:574] : INFO : Epoch 1587 | loss: 0.00015642 | val_loss: 0.000182613 | Time: 3104.11 ms [2021-03-07 09:41:45 main:574] : INFO : Epoch 1588 | loss: 0.000157644 | val_loss: 0.000183492 | Time: 3101.67 ms [2021-03-07 09:41:49 main:574] : INFO : Epoch 1589 | loss: 0.000157311 | val_loss: 0.000189476 | Time: 3110.53 ms [2021-03-07 09:41:52 main:574] : INFO : Epoch 1590 | loss: 0.000154798 | val_loss: 0.000182499 | Time: 3116.91 ms [2021-03-07 09:41:55 main:574] : INFO : Epoch 1591 | loss: 0.000154157 | val_loss: 0.00017815 | Time: 3104.22 ms [2021-03-07 09:41:58 main:574] : INFO : Epoch 1592 | loss: 0.000153663 | val_loss: 0.000177428 | Time: 3117.1 ms [2021-03-07 09:42:01 main:574] : INFO : Epoch 1593 | loss: 0.000154753 | val_loss: 0.000174561 | Time: 3094.37 ms [2021-03-07 09:42:04 main:574] : INFO : Epoch 1594 | loss: 0.000151152 | val_loss: 0.000178411 | Time: 3127.94 ms [2021-03-07 09:42:07 main:574] : INFO : Epoch 1595 | loss: 0.000155053 | val_loss: 0.000182525 | Time: 3089.51 ms [2021-03-07 09:42:11 main:574] : INFO : Epoch 1596 | loss: 0.000152097 | val_loss: 0.000176707 | Time: 3113.52 ms [2021-03-07 09:42:14 main:574] : INFO : Epoch 1597 | loss: 0.000147663 | val_loss: 0.000176214 | Time: 3124.88 ms [2021-03-07 09:42:17 main:574] : INFO : Epoch 1598 | loss: 0.000148542 | val_loss: 0.000176353 | Time: 3106.28 ms [2021-03-07 09:42:20 main:574] : INFO : Epoch 1599 | loss: 0.000150205 | val_loss: 0.000169901 | Time: 3139.39 ms [2021-03-07 09:42:23 main:574] : INFO : Epoch 1600 | loss: 0.000146419 | val_loss: 0.00017126 | Time: 3127.55 ms [2021-03-07 09:42:26 main:574] : INFO : Epoch 1601 | loss: 0.000145824 | val_loss: 0.000174423 | Time: 3131.44 ms [2021-03-07 09:42:30 main:574] : INFO : Epoch 1602 | loss: 0.000144689 | val_loss: 0.000172555 | Time: 3138.34 ms [2021-03-07 09:42:33 main:574] : INFO : Epoch 1603 | loss: 0.000144913 | val_loss: 0.000169589 | Time: 3129.26 ms [2021-03-07 09:42:36 main:574] : INFO : Epoch 1604 | loss: 0.000143507 | val_loss: 0.00017207 | Time: 3105.03 ms [2021-03-07 09:42:39 main:574] : INFO : Epoch 1605 | loss: 0.000141108 | val_loss: 0.000162811 | Time: 3128.11 ms [2021-03-07 09:42:42 main:574] : INFO : Epoch 1606 | loss: 0.000141081 | val_loss: 0.000170811 | Time: 3124.2 ms [2021-03-07 09:42:45 main:574] : INFO : Epoch 1607 | loss: 0.000144787 | val_loss: 0.000164049 | Time: 3089.96 ms [2021-03-07 09:42:48 main:574] : INFO : Epoch 1608 | loss: 0.00014206 | val_loss: 0.000170951 | Time: 3109.84 ms [2021-03-07 09:42:52 main:574] : INFO : Epoch 1609 | loss: 0.000139728 | val_loss: 0.000165577 | Time: 3145.97 ms [2021-03-07 09:42:55 main:574] : INFO : Epoch 1610 | loss: 0.000137431 | val_loss: 0.000157637 | Time: 3118.19 ms [2021-03-07 09:42:58 main:574] : INFO : Epoch 1611 | loss: 0.000135293 | val_loss: 0.000161322 | Time: 3132.47 ms [2021-03-07 09:43:01 main:574] : INFO : Epoch 1612 | loss: 0.000135553 | val_loss: 0.000192378 | Time: 3129.72 ms [2021-03-07 09:43:04 main:574] : INFO : Epoch 1613 | loss: 0.000146023 | val_loss: 0.000162122 | Time: 3107.55 ms [2021-03-07 09:43:07 main:574] : INFO : Epoch 1614 | loss: 0.000141123 | val_loss: 0.00016167 | Time: 3124.01 ms [2021-03-07 09:43:11 main:574] : INFO : Epoch 1615 | loss: 0.000135752 | val_loss: 0.000161899 | Time: 3099.8 ms [2021-03-07 09:43:14 main:574] : INFO : Epoch 1616 | loss: 0.000135152 | val_loss: 0.000158576 | Time: 3107.44 ms [2021-03-07 09:43:17 main:574] : INFO : Epoch 1617 | loss: 0.000136703 | val_loss: 0.000171971 | Time: 3078.35 ms [2021-03-07 09:43:20 main:574] : INFO : Epoch 1618 | loss: 0.000137629 | val_loss: 0.000153778 | Time: 3116.46 ms [2021-03-07 09:43:23 main:574] : INFO : Epoch 1619 | loss: 0.000133961 | val_loss: 0.00015574 | Time: 3133.15 ms [2021-03-07 09:43:26 main:574] : INFO : Epoch 1620 | loss: 0.000132743 | val_loss: 0.000156263 | Time: 3108.67 ms [2021-03-07 09:43:29 main:574] : INFO : Epoch 1621 | loss: 0.000135908 | val_loss: 0.00015729 | Time: 3129.04 ms [2021-03-07 09:43:33 main:574] : INFO : Epoch 1622 | loss: 0.000135465 | val_loss: 0.000162076 | Time: 3124.11 ms [2021-03-07 09:43:36 main:574] : INFO : Epoch 1623 | loss: 0.000135738 | val_loss: 0.000154879 | Time: 3110.22 ms [2021-03-07 09:43:39 main:574] : INFO : Epoch 1624 | loss: 0.000132691 | val_loss: 0.000153062 | Time: 3110.41 ms [2021-03-07 09:43:42 main:574] : INFO : Epoch 1625 | loss: 0.000135706 | val_loss: 0.000153861 | Time: 3122.1 ms [2021-03-07 09:43:45 main:574] : INFO : Epoch 1626 | loss: 0.000130317 | val_loss: 0.000153313 | Time: 3127.18 ms [2021-03-07 09:43:48 main:574] : INFO : Epoch 1627 | loss: 0.000151043 | val_loss: 0.00016465 | Time: 3114.32 ms [2021-03-07 09:43:51 main:574] : INFO : Epoch 1628 | loss: 0.000145312 | val_loss: 0.000159019 | Time: 3093.08 ms [2021-03-07 09:43:55 main:574] : INFO : Epoch 1629 | loss: 0.000134131 | val_loss: 0.000152976 | Time: 3110.19 ms [2021-03-07 09:43:58 main:574] : INFO : Epoch 1630 | loss: 0.000130924 | val_loss: 0.000146144 | Time: 3106.09 ms [2021-03-07 09:44:01 main:574] : INFO : Epoch 1631 | loss: 0.00012846 | val_loss: 0.000153885 | Time: 3119.7 ms [2021-03-07 09:44:04 main:574] : INFO : Epoch 1632 | loss: 0.000128157 | val_loss: 0.000152855 | Time: 3126.14 ms [2021-03-07 09:44:07 main:574] : INFO : Epoch 1633 | loss: 0.00012815 | val_loss: 0.000152501 | Time: 3132.26 ms [2021-03-07 09:44:10 main:574] : INFO : Epoch 1634 | loss: 0.000128594 | val_loss: 0.000154358 | Time: 3107.26 ms [2021-03-07 09:44:13 main:574] : INFO : Epoch 1635 | loss: 0.000126016 | val_loss: 0.000148801 | Time: 3121.1 ms [2021-03-07 09:44:17 main:574] : INFO : Epoch 1636 | loss: 0.000127214 | val_loss: 0.000146851 | Time: 3098.12 ms [2021-03-07 09:44:20 main:574] : INFO : Epoch 1637 | loss: 0.000124644 | val_loss: 0.000146532 | Time: 3125.52 ms [2021-03-07 09:44:23 main:574] : INFO : Epoch 1638 | loss: 0.000124908 | val_loss: 0.00014939 | Time: 3125.72 ms [2021-03-07 09:44:26 main:574] : INFO : Epoch 1639 | loss: 0.000120119 | val_loss: 0.000142235 | Time: 3134.67 ms [2021-03-07 09:44:29 main:574] : INFO : Epoch 1640 | loss: 0.000119805 | val_loss: 0.000138271 | Time: 3113.07 ms [2021-03-07 09:44:32 main:574] : INFO : Epoch 1641 | loss: 0.000120237 | val_loss: 0.000140969 | Time: 3132.3 ms [2021-03-07 09:44:36 main:574] : INFO : Epoch 1642 | loss: 0.000121492 | val_loss: 0.000141621 | Time: 3129.58 ms [2021-03-07 09:44:39 main:574] : INFO : Epoch 1643 | loss: 0.000120307 | val_loss: 0.000140914 | Time: 3074.24 ms [2021-03-07 09:44:42 main:574] : INFO : Epoch 1644 | loss: 0.000119336 | val_loss: 0.000138941 | Time: 3106.52 ms [2021-03-07 09:44:45 main:574] : INFO : Epoch 1645 | loss: 0.000117305 | val_loss: 0.00013702 | Time: 3136.73 ms [2021-03-07 09:44:48 main:574] : INFO : Epoch 1646 | loss: 0.000116286 | val_loss: 0.00014294 | Time: 3133.86 ms [2021-03-07 09:44:51 main:574] : INFO : Epoch 1647 | loss: 0.000116525 | val_loss: 0.000134555 | Time: 3084.57 ms [2021-03-07 09:44:54 main:574] : INFO : Epoch 1648 | loss: 0.000114595 | val_loss: 0.000136233 | Time: 3113.41 ms [2021-03-07 09:44:58 main:574] : INFO : Epoch 1649 | loss: 0.000115704 | val_loss: 0.000135888 | Time: 3094.92 ms [2021-03-07 09:45:01 main:574] : INFO : Epoch 1650 | loss: 0.000120138 | val_loss: 0.000132657 | Time: 3080.22 ms [2021-03-07 09:45:04 main:574] : INFO : Epoch 1651 | loss: 0.000115382 | val_loss: 0.0001364 | Time: 3094.19 ms [2021-03-07 09:45:07 main:574] : INFO : Epoch 1652 | loss: 0.000110669 | val_loss: 0.000135751 | Time: 3101.38 ms [2021-03-07 09:45:10 main:574] : INFO : Epoch 1653 | loss: 0.000112413 | val_loss: 0.000136067 | Time: 3134.33 ms [2021-03-07 09:45:13 main:574] : INFO : Epoch 1654 | loss: 0.000116046 | val_loss: 0.000132626 | Time: 3093.68 ms [2021-03-07 09:45:16 main:574] : INFO : Epoch 1655 | loss: 0.000113033 | val_loss: 0.000134966 | Time: 3129.04 ms [2021-03-07 09:45:20 main:574] : INFO : Epoch 1656 | loss: 0.000110222 | val_loss: 0.000134948 | Time: 3128.38 ms [2021-03-07 09:45:23 main:574] : INFO : Epoch 1657 | loss: 0.000108238 | val_loss: 0.000133284 | Time: 3106.34 ms [2021-03-07 09:45:26 main:574] : INFO : Epoch 1658 | loss: 0.000108016 | val_loss: 0.000132164 | Time: 3116.91 ms [2021-03-07 09:45:29 main:574] : INFO : Epoch 1659 | loss: 0.000108933 | val_loss: 0.00013188 | Time: 3121.09 ms [2021-03-07 09:45:32 main:574] : INFO : Epoch 1660 | loss: 0.000108852 | val_loss: 0.000133167 | Time: 3116.56 ms [2021-03-07 09:45:35 main:574] : INFO : Epoch 1661 | loss: 0.000109003 | val_loss: 0.000130673 | Time: 3124.58 ms [2021-03-07 09:45:38 main:574] : INFO : Epoch 1662 | loss: 0.000107841 | val_loss: 0.00012888 | Time: 3103.56 ms [2021-03-07 09:45:42 main:574] : INFO : Epoch 1663 | loss: 0.000106523 | val_loss: 0.000127197 | Time: 3099.97 ms [2021-03-07 09:45:45 main:574] : INFO : Epoch 1664 | loss: 0.000110477 | val_loss: 0.000134144 | Time: 3107.85 ms [2021-03-07 09:45:48 main:574] : INFO : Epoch 1665 | loss: 0.000109099 | val_loss: 0.000125969 | Time: 3118.51 ms [2021-03-07 09:45:51 main:574] : INFO : Epoch 1666 | loss: 0.000108101 | val_loss: 0.000135375 | Time: 3125.95 ms [2021-03-07 09:45:54 main:574] : INFO : Epoch 1667 | loss: 0.00011096 | val_loss: 0.000129157 | Time: 3092.81 ms [2021-03-07 09:45:57 main:574] : INFO : Epoch 1668 | loss: 0.000105098 | val_loss: 0.000126704 | Time: 3151.42 ms [2021-03-07 09:46:01 main:574] : INFO : Epoch 1669 | loss: 0.00010617 | val_loss: 0.000128293 | Time: 3125.29 ms [2021-03-07 09:46:04 main:574] : INFO : Epoch 1670 | loss: 0.000102986 | val_loss: 0.000123417 | Time: 3104.16 ms [2021-03-07 09:46:07 main:574] : INFO : Epoch 1671 | loss: 0.0001022 | val_loss: 0.000124404 | Time: 3099.12 ms [2021-03-07 09:46:10 main:574] : INFO : Epoch 1672 | loss: 0.000100571 | val_loss: 0.000120081 | Time: 3153.92 ms [2021-03-07 09:46:13 main:574] : INFO : Epoch 1673 | loss: 0.000101348 | val_loss: 0.000122784 | Time: 3122.76 ms [2021-03-07 09:46:16 main:574] : INFO : Epoch 1674 | loss: 0.000102977 | val_loss: 0.000121881 | Time: 3114.4 ms [2021-03-07 09:46:20 main:574] : INFO : Epoch 1675 | loss: 0.0001008 | val_loss: 0.000124679 | Time: 3121.59 ms [2021-03-07 09:46:23 main:574] : INFO : Epoch 1676 | loss: 0.000102969 | val_loss: 0.000128511 | Time: 3101.37 ms [2021-03-07 09:46:26 main:574] : INFO : Epoch 1677 | loss: 0.000103412 | val_loss: 0.000119643 | Time: 3087.32 ms [2021-03-07 09:46:29 main:574] : INFO : Epoch 1678 | loss: 0.000104522 | val_loss: 0.000123277 | Time: 3109.81 ms [2021-03-07 09:46:32 main:574] : INFO : Epoch 1679 | loss: 0.000103907 | val_loss: 0.000118996 | Time: 3128.83 ms [2021-03-07 09:46:35 main:574] : INFO : Epoch 1680 | loss: 0.000100961 | val_loss: 0.000125273 | Time: 3101.42 ms [2021-03-07 09:46:38 main:574] : INFO : Epoch 1681 | loss: 9.90834e-05 | val_loss: 0.000119734 | Time: 3085.88 ms [2021-03-07 09:46:42 main:574] : INFO : Epoch 1682 | loss: 9.67398e-05 | val_loss: 0.000114667 | Time: 3087.1 ms [2021-03-07 09:46:45 main:574] : INFO : Epoch 1683 | loss: 9.69695e-05 | val_loss: 0.000117701 | Time: 3110.43 ms [2021-03-07 09:46:48 main:574] : INFO : Epoch 1684 | loss: 9.68879e-05 | val_loss: 0.000117257 | Time: 3104.3 ms [2021-03-07 09:46:51 main:574] : INFO : Epoch 1685 | loss: 9.53355e-05 | val_loss: 0.000119288 | Time: 3084.77 ms [2021-03-07 09:46:54 main:574] : INFO : Epoch 1686 | loss: 9.49401e-05 | val_loss: 0.000116425 | Time: 3154.58 ms [2021-03-07 09:46:57 main:574] : INFO : Epoch 1687 | loss: 9.4942e-05 | val_loss: 0.000113547 | Time: 3095.09 ms [2021-03-07 09:47:00 main:574] : INFO : Epoch 1688 | loss: 9.55986e-05 | val_loss: 0.00011362 | Time: 3107.35 ms [2021-03-07 09:47:04 main:574] : INFO : Epoch 1689 | loss: 9.53757e-05 | val_loss: 0.000111961 | Time: 3114.19 ms [2021-03-07 09:47:07 main:574] : INFO : Epoch 1690 | loss: 9.30882e-05 | val_loss: 0.000115183 | Time: 3101.57 ms [2021-03-07 09:47:10 main:574] : INFO : Epoch 1691 | loss: 9.47896e-05 | val_loss: 0.000113588 | Time: 3098.45 ms [2021-03-07 09:47:13 main:574] : INFO : Epoch 1692 | loss: 9.30658e-05 | val_loss: 0.000111285 | Time: 3103.84 ms [2021-03-07 09:47:16 main:574] : INFO : Epoch 1693 | loss: 9.22442e-05 | val_loss: 0.000114182 | Time: 3112 ms [2021-03-07 09:47:19 main:574] : INFO : Epoch 1694 | loss: 9.1041e-05 | val_loss: 0.000109743 | Time: 3145.33 ms [2021-03-07 09:47:22 main:574] : INFO : Epoch 1695 | loss: 9.11781e-05 | val_loss: 0.000111978 | Time: 3128.05 ms [2021-03-07 09:47:26 main:574] : INFO : Epoch 1696 | loss: 9.25801e-05 | val_loss: 0.000109818 | Time: 3116.31 ms [2021-03-07 09:47:29 main:574] : INFO : Epoch 1697 | loss: 8.84021e-05 | val_loss: 0.000107079 | Time: 3100.6 ms [2021-03-07 09:47:32 main:574] : INFO : Epoch 1698 | loss: 9.03441e-05 | val_loss: 0.000111263 | Time: 3101.61 ms [2021-03-07 09:47:35 main:574] : INFO : Epoch 1699 | loss: 9.22975e-05 | val_loss: 0.000105328 | Time: 3091.89 ms [2021-03-07 09:47:38 main:574] : INFO : Epoch 1700 | loss: 8.87719e-05 | val_loss: 0.000108826 | Time: 3125.38 ms [2021-03-07 09:47:41 main:574] : INFO : Epoch 1701 | loss: 8.74118e-05 | val_loss: 0.00010546 | Time: 3130.89 ms [2021-03-07 09:47:45 main:574] : INFO : Epoch 1702 | loss: 8.58783e-05 | val_loss: 0.000103932 | Time: 3120.14 ms [2021-03-07 09:47:48 main:574] : INFO : Epoch 1703 | loss: 8.64417e-05 | val_loss: 0.000100815 | Time: 3117.95 ms [2021-03-07 09:47:51 main:574] : INFO : Epoch 1704 | loss: 8.54114e-05 | val_loss: 0.000105191 | Time: 3102.83 ms [2021-03-07 09:47:54 main:574] : INFO : Epoch 1705 | loss: 9.42069e-05 | val_loss: 0.000105282 | Time: 3109.82 ms [2021-03-07 09:47:57 main:574] : INFO : Epoch 1706 | loss: 8.71136e-05 | val_loss: 0.000101754 | Time: 3105.44 ms [2021-03-07 09:48:00 main:574] : INFO : Epoch 1707 | loss: 8.53036e-05 | val_loss: 0.000104122 | Time: 3132.66 ms [2021-03-07 09:48:03 main:574] : INFO : Epoch 1708 | loss: 8.36978e-05 | val_loss: 0.000107053 | Time: 3123.05 ms [2021-03-07 09:48:07 main:574] : INFO : Epoch 1709 | loss: 8.39486e-05 | val_loss: 0.000104486 | Time: 3125.51 ms [2021-03-07 09:48:10 main:574] : INFO : Epoch 1710 | loss: 8.62255e-05 | val_loss: 9.99517e-05 | Time: 3127.92 ms [2021-03-07 09:48:13 main:574] : INFO : Epoch 1711 | loss: 8.38023e-05 | val_loss: 0.000103142 | Time: 3109.97 ms [2021-03-07 09:48:16 main:574] : INFO : Epoch 1712 | loss: 8.55404e-05 | val_loss: 0.000104276 | Time: 3090.8 ms [2021-03-07 09:48:19 main:574] : INFO : Epoch 1713 | loss: 8.43007e-05 | val_loss: 9.93885e-05 | Time: 3127.01 ms [2021-03-07 09:48:22 main:574] : INFO : Epoch 1714 | loss: 8.2314e-05 | val_loss: 9.9176e-05 | Time: 3125.83 ms [2021-03-07 09:48:25 main:574] : INFO : Epoch 1715 | loss: 8.32009e-05 | val_loss: 0.000105502 | Time: 3131.66 ms [2021-03-07 09:48:29 main:574] : INFO : Epoch 1716 | loss: 8.4111e-05 | val_loss: 9.99166e-05 | Time: 3101.11 ms [2021-03-07 09:48:32 main:574] : INFO : Epoch 1717 | loss: 7.89809e-05 | val_loss: 9.47188e-05 | Time: 3099.23 ms [2021-03-07 09:48:35 main:574] : INFO : Epoch 1718 | loss: 7.72337e-05 | val_loss: 9.75349e-05 | Time: 3083.33 ms [2021-03-07 09:48:38 main:574] : INFO : Epoch 1719 | loss: 7.81074e-05 | val_loss: 9.8695e-05 | Time: 3087.81 ms [2021-03-07 09:48:41 main:574] : INFO : Epoch 1720 | loss: 7.90025e-05 | val_loss: 9.73621e-05 | Time: 3083.29 ms [2021-03-07 09:48:44 main:574] : INFO : Epoch 1721 | loss: 7.90689e-05 | val_loss: 9.96504e-05 | Time: 3113.91 ms [2021-03-07 09:48:47 main:574] : INFO : Epoch 1722 | loss: 8.0709e-05 | val_loss: 0.00010295 | Time: 3109.18 ms [2021-03-07 09:48:50 main:574] : INFO : Epoch 1723 | loss: 7.99967e-05 | val_loss: 9.74143e-05 | Time: 3093.41 ms [2021-03-07 09:48:54 main:574] : INFO : Epoch 1724 | loss: 7.87545e-05 | val_loss: 9.4583e-05 | Time: 3112.56 ms [2021-03-07 09:48:57 main:574] : INFO : Epoch 1725 | loss: 7.86286e-05 | val_loss: 9.40752e-05 | Time: 3120.89 ms [2021-03-07 09:49:00 main:574] : INFO : Epoch 1726 | loss: 7.63146e-05 | val_loss: 9.0649e-05 | Time: 3099.98 ms [2021-03-07 09:49:03 main:574] : INFO : Epoch 1727 | loss: 7.98962e-05 | val_loss: 9.86294e-05 | Time: 3123.73 ms [2021-03-07 09:49:06 main:574] : INFO : Epoch 1728 | loss: 7.73876e-05 | val_loss: 9.00057e-05 | Time: 3102.6 ms [2021-03-07 09:49:09 main:574] : INFO : Epoch 1729 | loss: 7.39832e-05 | val_loss: 9.06011e-05 | Time: 3104.36 ms [2021-03-07 09:49:12 main:574] : INFO : Epoch 1730 | loss: 7.59748e-05 | val_loss: 9.57022e-05 | Time: 3110.91 ms [2021-03-07 09:49:16 main:574] : INFO : Epoch 1731 | loss: 7.43778e-05 | val_loss: 8.99318e-05 | Time: 3111.24 ms [2021-03-07 09:49:19 main:574] : INFO : Epoch 1732 | loss: 7.1797e-05 | val_loss: 8.93632e-05 | Time: 3112.02 ms [2021-03-07 09:49:22 main:574] : INFO : Epoch 1733 | loss: 7.66026e-05 | val_loss: 0.000103119 | Time: 3095.76 ms [2021-03-07 09:49:25 main:574] : INFO : Epoch 1734 | loss: 8.38778e-05 | val_loss: 0.00011103 | Time: 3118.7 ms [2021-03-07 09:49:28 main:574] : INFO : Epoch 1735 | loss: 8.84009e-05 | val_loss: 9.6549e-05 | Time: 3117.57 ms [2021-03-07 09:49:31 main:574] : INFO : Epoch 1736 | loss: 7.87841e-05 | val_loss: 9.83193e-05 | Time: 3113.25 ms [2021-03-07 09:49:34 main:574] : INFO : Epoch 1737 | loss: 8.13483e-05 | val_loss: 9.3631e-05 | Time: 3086.94 ms [2021-03-07 09:49:38 main:574] : INFO : Epoch 1738 | loss: 7.60138e-05 | val_loss: 8.72876e-05 | Time: 3101.51 ms [2021-03-07 09:49:41 main:574] : INFO : Epoch 1739 | loss: 8.04004e-05 | val_loss: 0.000104963 | Time: 3101.88 ms [2021-03-07 09:49:44 main:574] : INFO : Epoch 1740 | loss: 8.14697e-05 | val_loss: 0.000100484 | Time: 3107.61 ms [2021-03-07 09:49:47 main:574] : INFO : Epoch 1741 | loss: 7.71559e-05 | val_loss: 9.53577e-05 | Time: 3104.49 ms [2021-03-07 09:49:50 main:574] : INFO : Epoch 1742 | loss: 7.63454e-05 | val_loss: 9.77126e-05 | Time: 3108.4 ms [2021-03-07 09:49:53 main:574] : INFO : Epoch 1743 | loss: 7.25901e-05 | val_loss: 8.77926e-05 | Time: 3110.58 ms [2021-03-07 09:49:56 main:574] : INFO : Epoch 1744 | loss: 7.15907e-05 | val_loss: 9.31083e-05 | Time: 3118.16 ms [2021-03-07 09:50:00 main:574] : INFO : Epoch 1745 | loss: 7.1404e-05 | val_loss: 9.48698e-05 | Time: 3124.84 ms [2021-03-07 09:50:03 main:574] : INFO : Epoch 1746 | loss: 7.24214e-05 | val_loss: 8.79358e-05 | Time: 3123.19 ms [2021-03-07 09:50:06 main:574] : INFO : Epoch 1747 | loss: 6.87822e-05 | val_loss: 8.57295e-05 | Time: 3104.4 ms [2021-03-07 09:50:09 main:574] : INFO : Epoch 1748 | loss: 7.05333e-05 | val_loss: 8.85848e-05 | Time: 3108.42 ms [2021-03-07 09:50:12 main:574] : INFO : Epoch 1749 | loss: 7.23462e-05 | val_loss: 9.36743e-05 | Time: 3123.21 ms [2021-03-07 09:50:15 main:574] : INFO : Epoch 1750 | loss: 7.32991e-05 | val_loss: 9.1098e-05 | Time: 3090.07 ms [2021-03-07 09:50:18 main:574] : INFO : Epoch 1751 | loss: 7.32943e-05 | val_loss: 8.91792e-05 | Time: 3089.31 ms [2021-03-07 09:50:22 main:574] : INFO : Epoch 1752 | loss: 7.35562e-05 | val_loss: 8.69441e-05 | Time: 3121.87 ms [2021-03-07 09:50:25 main:574] : INFO : Epoch 1753 | loss: 7.24833e-05 | val_loss: 8.97778e-05 | Time: 3131.24 ms [2021-03-07 09:50:28 main:574] : INFO : Epoch 1754 | loss: 7.41557e-05 | val_loss: 8.61018e-05 | Time: 3145.06 ms [2021-03-07 09:50:31 main:574] : INFO : Epoch 1755 | loss: 6.9443e-05 | val_loss: 8.04132e-05 | Time: 3105.17 ms [2021-03-07 09:50:34 main:574] : INFO : Epoch 1756 | loss: 6.81066e-05 | val_loss: 8.0237e-05 | Time: 3098.97 ms [2021-03-07 09:50:37 main:574] : INFO : Epoch 1757 | loss: 6.79754e-05 | val_loss: 8.08821e-05 | Time: 3113.13 ms [2021-03-07 09:50:41 main:574] : INFO : Epoch 1758 | loss: 7.17435e-05 | val_loss: 8.87355e-05 | Time: 3103.18 ms [2021-03-07 09:50:44 main:574] : INFO : Epoch 1759 | loss: 7.13171e-05 | val_loss: 8.71997e-05 | Time: 3109.66 ms [2021-03-07 09:50:47 main:574] : INFO : Epoch 1760 | loss: 6.78547e-05 | val_loss: 8.13866e-05 | Time: 3122.88 ms [2021-03-07 09:50:50 main:574] : INFO : Epoch 1761 | loss: 6.71392e-05 | val_loss: 8.18307e-05 | Time: 3102.91 ms [2021-03-07 09:50:53 main:574] : INFO : Epoch 1762 | loss: 7.05618e-05 | val_loss: 8.28657e-05 | Time: 3118.5 ms [2021-03-07 09:50:56 main:574] : INFO : Epoch 1763 | loss: 6.9071e-05 | val_loss: 8.44272e-05 | Time: 3079.3 ms [2021-03-07 09:50:59 main:574] : INFO : Epoch 1764 | loss: 6.55825e-05 | val_loss: 7.8019e-05 | Time: 3093.98 ms [2021-03-07 09:51:02 main:574] : INFO : Epoch 1765 | loss: 6.50061e-05 | val_loss: 7.77061e-05 | Time: 3103 ms [2021-03-07 09:51:06 main:574] : INFO : Epoch 1766 | loss: 6.30677e-05 | val_loss: 8.12799e-05 | Time: 3125.92 ms [2021-03-07 09:51:09 main:574] : INFO : Epoch 1767 | loss: 6.48546e-05 | val_loss: 7.73398e-05 | Time: 3118.43 ms [2021-03-07 09:51:12 main:574] : INFO : Epoch 1768 | loss: 6.44872e-05 | val_loss: 8.34733e-05 | Time: 3099.79 ms [2021-03-07 09:51:15 main:574] : INFO : Epoch 1769 | loss: 7.34497e-05 | val_loss: 8.44408e-05 | Time: 3109.63 ms [2021-03-07 09:51:18 main:574] : INFO : Epoch 1770 | loss: 7.65844e-05 | val_loss: 9.58582e-05 | Time: 3116.91 ms [2021-03-07 09:51:21 main:574] : INFO : Epoch 1771 | loss: 7.22905e-05 | val_loss: 8.28164e-05 | Time: 3112.56 ms [2021-03-07 09:51:24 main:574] : INFO : Epoch 1772 | loss: 6.53714e-05 | val_loss: 8.23614e-05 | Time: 3126.59 ms [2021-03-07 09:51:28 main:574] : INFO : Epoch 1773 | loss: 6.48462e-05 | val_loss: 8.16042e-05 | Time: 3101.66 ms [2021-03-07 09:51:31 main:574] : INFO : Epoch 1774 | loss: 6.5119e-05 | val_loss: 8.39072e-05 | Time: 3107.01 ms [2021-03-07 09:51:34 main:574] : INFO : Epoch 1775 | loss: 6.46678e-05 | val_loss: 8.04021e-05 | Time: 3125.4 ms [2021-03-07 09:51:37 main:574] : INFO : Epoch 1776 | loss: 6.501e-05 | val_loss: 8.15967e-05 | Time: 3121.14 ms [2021-03-07 09:51:40 main:574] : INFO : Epoch 1777 | loss: 6.32285e-05 | val_loss: 7.92019e-05 | Time: 3123.88 ms [2021-03-07 09:51:43 main:574] : INFO : Epoch 1778 | loss: 6.55664e-05 | val_loss: 8.56435e-05 | Time: 3106.7 ms [2021-03-07 09:51:47 main:574] : INFO : Epoch 1779 | loss: 6.7239e-05 | val_loss: 8.11425e-05 | Time: 3108.44 ms [2021-03-07 09:51:50 main:574] : INFO : Epoch 1780 | loss: 6.79135e-05 | val_loss: 8.66951e-05 | Time: 3123.69 ms [2021-03-07 09:51:53 main:574] : INFO : Epoch 1781 | loss: 7.10018e-05 | val_loss: 7.95605e-05 | Time: 3111.11 ms [2021-03-07 09:51:56 main:574] : INFO : Epoch 1782 | loss: 6.38349e-05 | val_loss: 8.11625e-05 | Time: 3102.72 ms [2021-03-07 09:51:59 main:574] : INFO : Epoch 1783 | loss: 6.1914e-05 | val_loss: 7.55529e-05 | Time: 3124.11 ms [2021-03-07 09:52:02 main:574] : INFO : Epoch 1784 | loss: 6.68295e-05 | val_loss: 7.95607e-05 | Time: 3111.88 ms [2021-03-07 09:52:06 main:574] : INFO : Epoch 1785 | loss: 6.35809e-05 | val_loss: 8.94847e-05 | Time: 3102.06 ms [2021-03-07 09:52:09 main:574] : INFO : Epoch 1786 | loss: 6.78368e-05 | val_loss: 7.6168e-05 | Time: 3134.01 ms [2021-03-07 09:52:12 main:574] : INFO : Epoch 1787 | loss: 6.04788e-05 | val_loss: 7.9292e-05 | Time: 3100.34 ms [2021-03-07 09:52:15 main:574] : INFO : Epoch 1788 | loss: 0.00755817 | val_loss: 0.00911849 | Time: 3122.28 ms [2021-03-07 09:52:18 main:574] : INFO : Epoch 1789 | loss: 0.00596339 | val_loss: 0.00188305 | Time: 3115.63 ms [2021-03-07 09:52:21 main:574] : INFO : Epoch 1790 | loss: 0.000955928 | val_loss: 0.000539698 | Time: 3089.33 ms [2021-03-07 09:52:24 main:574] : INFO : Epoch 1791 | loss: 0.00032549 | val_loss: 0.000226379 | Time: 3113.41 ms [2021-03-07 09:52:28 main:574] : INFO : Epoch 1792 | loss: 0.000172961 | val_loss: 0.000159402 | Time: 3153.81 ms [2021-03-07 09:52:31 main:574] : INFO : Epoch 1793 | loss: 0.000128548 | val_loss: 0.000136885 | Time: 3097.7 ms [2021-03-07 09:52:34 main:574] : INFO : Epoch 1794 | loss: 0.000109105 | val_loss: 0.00012453 | Time: 3120.62 ms [2021-03-07 09:52:37 main:574] : INFO : Epoch 1795 | loss: 0.000103628 | val_loss: 0.000118636 | Time: 3090.03 ms [2021-03-07 09:52:40 main:574] : INFO : Epoch 1796 | loss: 9.37749e-05 | val_loss: 0.000105434 | Time: 3104.04 ms [2021-03-07 09:52:43 main:574] : INFO : Epoch 1797 | loss: 8.24944e-05 | val_loss: 0.000102885 | Time: 3099.71 ms [2021-03-07 09:52:46 main:574] : INFO : Epoch 1798 | loss: 7.85379e-05 | val_loss: 9.23431e-05 | Time: 3125.76 ms [2021-03-07 09:52:50 main:574] : INFO : Epoch 1799 | loss: 7.82695e-05 | val_loss: 0.000101132 | Time: 3141.7 ms [2021-03-07 09:52:53 main:574] : INFO : Epoch 1800 | loss: 8.66537e-05 | val_loss: 0.00015973 | Time: 3104.55 ms [2021-03-07 09:52:56 main:574] : INFO : Epoch 1801 | loss: 0.000155626 | val_loss: 0.000159651 | Time: 3139.16 ms [2021-03-07 09:52:59 main:574] : INFO : Epoch 1802 | loss: 0.000144941 | val_loss: 0.000138547 | Time: 3086.64 ms [2021-03-07 09:53:02 main:574] : INFO : Epoch 1803 | loss: 0.000124788 | val_loss: 0.000121683 | Time: 3132.66 ms [2021-03-07 09:53:05 main:574] : INFO : Epoch 1804 | loss: 0.000111611 | val_loss: 0.000113315 | Time: 3129.55 ms [2021-03-07 09:53:09 main:574] : INFO : Epoch 1805 | loss: 0.000103178 | val_loss: 0.000110347 | Time: 3122.49 ms [2021-03-07 09:53:12 main:574] : INFO : Epoch 1806 | loss: 0.000103845 | val_loss: 0.000105602 | Time: 3112.21 ms [2021-03-07 09:53:15 main:574] : INFO : Epoch 1807 | loss: 9.25891e-05 | val_loss: 0.000105126 | Time: 3118.33 ms [2021-03-07 09:53:18 main:574] : INFO : Epoch 1808 | loss: 8.90258e-05 | val_loss: 9.86033e-05 | Time: 3105.22 ms [2021-03-07 09:53:21 main:574] : INFO : Epoch 1809 | loss: 8.76442e-05 | val_loss: 9.65255e-05 | Time: 3097.38 ms [2021-03-07 09:53:24 main:574] : INFO : Epoch 1810 | loss: 7.93018e-05 | val_loss: 9.02806e-05 | Time: 3106.74 ms [2021-03-07 09:53:27 main:574] : INFO : Epoch 1811 | loss: 8.27185e-05 | val_loss: 8.87723e-05 | Time: 3119.7 ms [2021-03-07 09:53:31 main:574] : INFO : Epoch 1812 | loss: 7.71358e-05 | val_loss: 8.64135e-05 | Time: 3126.98 ms [2021-03-07 09:53:34 main:574] : INFO : Epoch 1813 | loss: 7.39253e-05 | val_loss: 9.01687e-05 | Time: 3129.93 ms [2021-03-07 09:53:37 main:574] : INFO : Epoch 1814 | loss: 7.36799e-05 | val_loss: 8.21013e-05 | Time: 3132.52 ms [2021-03-07 09:53:40 main:574] : INFO : Epoch 1815 | loss: 7.29626e-05 | val_loss: 9.22281e-05 | Time: 3089.25 ms [2021-03-07 09:53:43 main:574] : INFO : Epoch 1816 | loss: 7.22712e-05 | val_loss: 8.55366e-05 | Time: 3140.46 ms [2021-03-07 09:53:46 main:574] : INFO : Epoch 1817 | loss: 7.05502e-05 | val_loss: 8.35853e-05 | Time: 3121.1 ms [2021-03-07 09:53:50 main:574] : INFO : Epoch 1818 | loss: 6.88367e-05 | val_loss: 7.83647e-05 | Time: 3129.14 ms [2021-03-07 09:53:53 main:574] : INFO : Epoch 1819 | loss: 6.53212e-05 | val_loss: 7.96816e-05 | Time: 3100.25 ms [2021-03-07 09:53:56 main:574] : INFO : Epoch 1820 | loss: 6.31589e-05 | val_loss: 7.69059e-05 | Time: 3101.78 ms [2021-03-07 09:53:59 main:574] : INFO : Epoch 1821 | loss: 6.45548e-05 | val_loss: 7.39593e-05 | Time: 3125.11 ms [2021-03-07 09:54:02 main:574] : INFO : Epoch 1822 | loss: 6.49517e-05 | val_loss: 7.73862e-05 | Time: 3099.64 ms [2021-03-07 09:54:05 main:574] : INFO : Epoch 1823 | loss: 6.58197e-05 | val_loss: 8.0215e-05 | Time: 3120.7 ms [2021-03-07 09:54:08 main:574] : INFO : Epoch 1824 | loss: 6.34342e-05 | val_loss: 7.61021e-05 | Time: 3119.67 ms [2021-03-07 09:54:12 main:574] : INFO : Epoch 1825 | loss: 6.48904e-05 | val_loss: 8.16693e-05 | Time: 3103.57 ms [2021-03-07 09:54:15 main:574] : INFO : Epoch 1826 | loss: 6.53158e-05 | val_loss: 7.09881e-05 | Time: 3118.31 ms [2021-03-07 09:54:18 main:574] : INFO : Epoch 1827 | loss: 6.21197e-05 | val_loss: 7.15165e-05 | Time: 3112.81 ms [2021-03-07 09:54:21 main:574] : INFO : Epoch 1828 | loss: 5.99584e-05 | val_loss: 7.12514e-05 | Time: 3101.41 ms [2021-03-07 09:54:24 main:574] : INFO : Epoch 1829 | loss: 5.89552e-05 | val_loss: 7.25947e-05 | Time: 3132.78 ms [2021-03-07 09:54:27 main:574] : INFO : Epoch 1830 | loss: 5.88616e-05 | val_loss: 6.76517e-05 | Time: 3092.01 ms [2021-03-07 09:54:30 main:574] : INFO : Epoch 1831 | loss: 5.81949e-05 | val_loss: 7.75796e-05 | Time: 3096.82 ms [2021-03-07 09:54:34 main:574] : INFO : Epoch 1832 | loss: 5.72733e-05 | val_loss: 6.38949e-05 | Time: 3145.89 ms [2021-03-07 09:54:37 main:574] : INFO : Epoch 1833 | loss: 5.56512e-05 | val_loss: 6.72925e-05 | Time: 3124.15 ms [2021-03-07 09:54:40 main:574] : INFO : Epoch 1834 | loss: 5.45411e-05 | val_loss: 6.30722e-05 | Time: 3127.08 ms [2021-03-07 09:54:43 main:574] : INFO : Epoch 1835 | loss: 5.54099e-05 | val_loss: 6.12806e-05 | Time: 3110.45 ms [2021-03-07 09:54:46 main:574] : INFO : Epoch 1836 | loss: 5.37047e-05 | val_loss: 6.7799e-05 | Time: 3146.38 ms [2021-03-07 09:54:49 main:574] : INFO : Epoch 1837 | loss: 5.86044e-05 | val_loss: 6.62451e-05 | Time: 3117.31 ms [2021-03-07 09:54:53 main:574] : INFO : Epoch 1838 | loss: 5.59215e-05 | val_loss: 6.24966e-05 | Time: 3106.17 ms [2021-03-07 09:54:56 main:574] : INFO : Epoch 1839 | loss: 5.48511e-05 | val_loss: 6.50439e-05 | Time: 3134.07 ms [2021-03-07 09:54:59 main:574] : INFO : Epoch 1840 | loss: 5.30097e-05 | val_loss: 5.93129e-05 | Time: 3104.73 ms [2021-03-07 09:55:02 main:574] : INFO : Epoch 1841 | loss: 4.90237e-05 | val_loss: 5.70674e-05 | Time: 3136.03 ms [2021-03-07 09:55:05 main:574] : INFO : Epoch 1842 | loss: 4.73404e-05 | val_loss: 5.4845e-05 | Time: 3131.72 ms [2021-03-07 09:55:08 main:574] : INFO : Epoch 1843 | loss: 4.67402e-05 | val_loss: 5.47332e-05 | Time: 3129.13 ms [2021-03-07 09:55:11 main:574] : INFO : Epoch 1844 | loss: 4.6556e-05 | val_loss: 5.2247e-05 | Time: 3115.92 ms [2021-03-07 09:55:15 main:574] : INFO : Epoch 1845 | loss: 4.59784e-05 | val_loss: 5.08118e-05 | Time: 3130.66 ms [2021-03-07 09:55:18 main:574] : INFO : Epoch 1846 | loss: 4.33155e-05 | val_loss: 5.11731e-05 | Time: 3136.86 ms [2021-03-07 09:55:21 main:574] : INFO : Epoch 1847 | loss: 4.38307e-05 | val_loss: 5.06006e-05 | Time: 3127.44 ms [2021-03-07 09:55:24 main:574] : INFO : Epoch 1848 | loss: 4.30726e-05 | val_loss: 4.85665e-05 | Time: 3111.27 ms [2021-03-07 09:55:27 main:574] : INFO : Epoch 1849 | loss: 4.16082e-05 | val_loss: 4.86915e-05 | Time: 3139.98 ms [2021-03-07 09:55:30 main:574] : INFO : Epoch 1850 | loss: 4.13653e-05 | val_loss: 4.67596e-05 | Time: 3123.4 ms [2021-03-07 09:55:34 main:574] : INFO : Epoch 1851 | loss: 4.31406e-05 | val_loss: 5.31746e-05 | Time: 3132.44 ms [2021-03-07 09:55:37 main:574] : INFO : Epoch 1852 | loss: 4.25006e-05 | val_loss: 4.89646e-05 | Time: 3114.02 ms [2021-03-07 09:55:40 main:574] : INFO : Epoch 1853 | loss: 4.29777e-05 | val_loss: 4.51732e-05 | Time: 3134.33 ms [2021-03-07 09:55:43 main:574] : INFO : Epoch 1854 | loss: 4.10735e-05 | val_loss: 4.59474e-05 | Time: 3129.69 ms [2021-03-07 09:55:46 main:574] : INFO : Epoch 1855 | loss: 4.02211e-05 | val_loss: 4.46117e-05 | Time: 3112.88 ms [2021-03-07 09:55:49 main:574] : INFO : Epoch 1856 | loss: 3.90726e-05 | val_loss: 5.12948e-05 | Time: 3095.17 ms [2021-03-07 09:55:53 main:574] : INFO : Epoch 1857 | loss: 4.28947e-05 | val_loss: 4.57052e-05 | Time: 3136.37 ms [2021-03-07 09:55:56 main:574] : INFO : Epoch 1858 | loss: 4.02524e-05 | val_loss: 4.66695e-05 | Time: 3170.46 ms [2021-03-07 09:55:59 main:574] : INFO : Epoch 1859 | loss: 4.05513e-05 | val_loss: 4.71582e-05 | Time: 3121.46 ms [2021-03-07 09:56:02 main:574] : INFO : Epoch 1860 | loss: 3.78616e-05 | val_loss: 4.88012e-05 | Time: 3123.91 ms [2021-03-07 09:56:05 main:574] : INFO : Epoch 1861 | loss: 3.73482e-05 | val_loss: 4.66481e-05 | Time: 3136.96 ms [2021-03-07 09:56:08 main:574] : INFO : Epoch 1862 | loss: 3.71121e-05 | val_loss: 4.94114e-05 | Time: 3162.53 ms [2021-03-07 09:56:12 main:574] : INFO : Epoch 1863 | loss: 3.78015e-05 | val_loss: 4.71003e-05 | Time: 3160.72 ms [2021-03-07 09:56:15 main:574] : INFO : Epoch 1864 | loss: 3.76465e-05 | val_loss: 4.5682e-05 | Time: 3114.52 ms [2021-03-07 09:56:18 main:574] : INFO : Epoch 1865 | loss: 3.58095e-05 | val_loss: 4.52098e-05 | Time: 3114.97 ms [2021-03-07 09:56:21 main:574] : INFO : Epoch 1866 | loss: 3.61568e-05 | val_loss: 4.22044e-05 | Time: 3131.03 ms [2021-03-07 09:56:24 main:574] : INFO : Epoch 1867 | loss: 3.56728e-05 | val_loss: 4.38764e-05 | Time: 3134.09 ms [2021-03-07 09:56:27 main:574] : INFO : Epoch 1868 | loss: 3.59794e-05 | val_loss: 4.50457e-05 | Time: 3145.66 ms [2021-03-07 09:56:31 main:574] : INFO : Epoch 1869 | loss: 3.54393e-05 | val_loss: 4.13581e-05 | Time: 3087.04 ms [2021-03-07 09:56:34 main:574] : INFO : Epoch 1870 | loss: 3.61675e-05 | val_loss: 4.36333e-05 | Time: 3134.29 ms [2021-03-07 09:56:37 main:574] : INFO : Epoch 1871 | loss: 3.44423e-05 | val_loss: 4.34402e-05 | Time: 3126.8 ms [2021-03-07 09:56:40 main:574] : INFO : Epoch 1872 | loss: 3.34743e-05 | val_loss: 4.23001e-05 | Time: 3127.05 ms [2021-03-07 09:56:43 main:574] : INFO : Epoch 1873 | loss: 3.35747e-05 | val_loss: 4.14785e-05 | Time: 3132.37 ms [2021-03-07 09:56:46 main:574] : INFO : Epoch 1874 | loss: 3.26817e-05 | val_loss: 4.11095e-05 | Time: 3143.36 ms [2021-03-07 09:56:50 main:574] : INFO : Epoch 1875 | loss: 3.3823e-05 | val_loss: 4.50608e-05 | Time: 3136.31 ms [2021-03-07 09:56:53 main:574] : INFO : Epoch 1876 | loss: 3.45265e-05 | val_loss: 3.97062e-05 | Time: 3113.53 ms [2021-03-07 09:56:56 main:574] : INFO : Epoch 1877 | loss: 3.44415e-05 | val_loss: 3.92743e-05 | Time: 3107.15 ms [2021-03-07 09:56:59 main:574] : INFO : Epoch 1878 | loss: 3.61363e-05 | val_loss: 4.05654e-05 | Time: 3133.89 ms [2021-03-07 09:57:02 main:574] : INFO : Epoch 1879 | loss: 3.56896e-05 | val_loss: 4.00966e-05 | Time: 3123 ms [2021-03-07 09:57:05 main:574] : INFO : Epoch 1880 | loss: 3.47107e-05 | val_loss: 4.36833e-05 | Time: 3118.99 ms [2021-03-07 09:57:09 main:574] : INFO : Epoch 1881 | loss: 3.36889e-05 | val_loss: 3.77889e-05 | Time: 3094.97 ms [2021-03-07 09:57:12 main:574] : INFO : Epoch 1882 | loss: 3.44951e-05 | val_loss: 4.23349e-05 | Time: 3104.56 ms [2021-03-07 09:57:15 main:574] : INFO : Epoch 1883 | loss: 3.21657e-05 | val_loss: 3.8324e-05 | Time: 3125.66 ms [2021-03-07 09:57:18 main:574] : INFO : Epoch 1884 | loss: 3.38507e-05 | val_loss: 3.86366e-05 | Time: 3113.42 ms [2021-03-07 09:57:21 main:574] : INFO : Epoch 1885 | loss: 3.46984e-05 | val_loss: 4.79279e-05 | Time: 3140.14 ms [2021-03-07 09:57:24 main:574] : INFO : Epoch 1886 | loss: 3.64813e-05 | val_loss: 4.01558e-05 | Time: 3101.42 ms [2021-03-07 09:57:27 main:574] : INFO : Epoch 1887 | loss: 3.26275e-05 | val_loss: 3.99985e-05 | Time: 3099.47 ms [2021-03-07 09:57:31 main:574] : INFO : Epoch 1888 | loss: 3.1639e-05 | val_loss: 3.80858e-05 | Time: 3125.34 ms [2021-03-07 09:57:34 main:574] : INFO : Epoch 1889 | loss: 3.23861e-05 | val_loss: 4.75333e-05 | Time: 3101.45 ms [2021-03-07 09:57:37 main:574] : INFO : Epoch 1890 | loss: 3.26666e-05 | val_loss: 4.71514e-05 | Time: 3106.16 ms [2021-03-07 09:57:40 main:574] : INFO : Epoch 1891 | loss: 3.29975e-05 | val_loss: 4.15933e-05 | Time: 3150.94 ms [2021-03-07 09:57:43 main:574] : INFO : Epoch 1892 | loss: 3.27872e-05 | val_loss: 4.21404e-05 | Time: 3128.33 ms [2021-03-07 09:57:46 main:574] : INFO : Epoch 1893 | loss: 3.2022e-05 | val_loss: 4.14941e-05 | Time: 3123.86 ms [2021-03-07 09:57:50 main:574] : INFO : Epoch 1894 | loss: 3.14197e-05 | val_loss: 4.53219e-05 | Time: 3124.54 ms [2021-03-07 09:57:53 main:574] : INFO : Epoch 1895 | loss: 3.03143e-05 | val_loss: 3.91434e-05 | Time: 3153.08 ms [2021-03-07 09:57:56 main:574] : INFO : Epoch 1896 | loss: 3.15235e-05 | val_loss: 4.38878e-05 | Time: 3124.27 ms [2021-03-07 09:57:59 main:574] : INFO : Epoch 1897 | loss: 3.40818e-05 | val_loss: 4.08002e-05 | Time: 3144.19 ms [2021-03-07 09:58:02 main:574] : INFO : Epoch 1898 | loss: 2.99411e-05 | val_loss: 3.72232e-05 | Time: 3122.22 ms [2021-03-07 09:58:05 main:574] : INFO : Epoch 1899 | loss: 2.82963e-05 | val_loss: 3.72709e-05 | Time: 3111.05 ms [2021-03-07 09:58:09 main:574] : INFO : Epoch 1900 | loss: 2.72978e-05 | val_loss: 3.61061e-05 | Time: 3143.38 ms [2021-03-07 09:58:12 main:574] : INFO : Epoch 1901 | loss: 2.74361e-05 | val_loss: 3.58999e-05 | Time: 3147.36 ms [2021-03-07 09:58:15 main:574] : INFO : Epoch 1902 | loss: 2.75087e-05 | val_loss: 3.8073e-05 | Time: 3129.1 ms [2021-03-07 09:58:18 main:574] : INFO : Epoch 1903 | loss: 2.73114e-05 | val_loss: 3.58843e-05 | Time: 3128.62 ms [2021-03-07 09:58:21 main:574] : INFO : Epoch 1904 | loss: 2.73962e-05 | val_loss: 3.73539e-05 | Time: 3091.24 ms [2021-03-07 09:58:24 main:574] : INFO : Epoch 1905 | loss: 3.50808e-05 | val_loss: 5.38813e-05 | Time: 3121.06 ms [2021-03-07 09:58:28 main:574] : INFO : Epoch 1906 | loss: 3.64183e-05 | val_loss: 3.79038e-05 | Time: 3148.7 ms [2021-03-07 09:58:31 main:574] : INFO : Epoch 1907 | loss: 2.96165e-05 | val_loss: 3.9655e-05 | Time: 3128.91 ms [2021-03-07 09:58:34 main:574] : INFO : Epoch 1908 | loss: 2.83928e-05 | val_loss: 3.724e-05 | Time: 3144.85 ms [2021-03-07 09:58:37 main:574] : INFO : Epoch 1909 | loss: 2.7396e-05 | val_loss: 3.51641e-05 | Time: 3124.5 ms [2021-03-07 09:58:40 main:574] : INFO : Epoch 1910 | loss: 2.6458e-05 | val_loss: 3.48882e-05 | Time: 3138.95 ms [2021-03-07 09:58:43 main:574] : INFO : Epoch 1911 | loss: 2.7875e-05 | val_loss: 3.63519e-05 | Time: 3109.11 ms [2021-03-07 09:58:47 main:574] : INFO : Epoch 1912 | loss: 2.84396e-05 | val_loss: 3.45437e-05 | Time: 3133.99 ms [2021-03-07 09:58:50 main:574] : INFO : Epoch 1913 | loss: 2.69717e-05 | val_loss: 3.48055e-05 | Time: 3089.71 ms [2021-03-07 09:58:53 main:574] : INFO : Epoch 1914 | loss: 2.58638e-05 | val_loss: 3.46263e-05 | Time: 3124.87 ms [2021-03-07 09:58:56 main:574] : INFO : Epoch 1915 | loss: 2.55286e-05 | val_loss: 3.41042e-05 | Time: 3135.71 ms [2021-03-07 09:58:59 main:574] : INFO : Epoch 1916 | loss: 2.6705e-05 | val_loss: 4.09381e-05 | Time: 3123.91 ms [2021-03-07 09:59:02 main:574] : INFO : Epoch 1917 | loss: 3.8093e-05 | val_loss: 4.03285e-05 | Time: 3127.85 ms [2021-03-07 09:59:06 main:574] : INFO : Epoch 1918 | loss: 2.74536e-05 | val_loss: 3.41395e-05 | Time: 3135.55 ms [2021-03-07 09:59:09 main:574] : INFO : Epoch 1919 | loss: 2.60681e-05 | val_loss: 3.39187e-05 | Time: 3111.54 ms [2021-03-07 09:59:12 main:574] : INFO : Epoch 1920 | loss: 2.53961e-05 | val_loss: 3.3294e-05 | Time: 3126.9 ms [2021-03-07 09:59:15 main:574] : INFO : Epoch 1921 | loss: 2.59012e-05 | val_loss: 3.23662e-05 | Time: 3124.51 ms [2021-03-07 09:59:18 main:574] : INFO : Epoch 1922 | loss: 2.53056e-05 | val_loss: 3.02125e-05 | Time: 3110.84 ms [2021-03-07 09:59:21 main:574] : INFO : Epoch 1923 | loss: 2.56414e-05 | val_loss: 3.14856e-05 | Time: 3116.3 ms [2021-03-07 09:59:24 main:574] : INFO : Epoch 1924 | loss: 2.4486e-05 | val_loss: 3.22636e-05 | Time: 3121.24 ms [2021-03-07 09:59:28 main:574] : INFO : Epoch 1925 | loss: 2.4143e-05 | val_loss: 3.26517e-05 | Time: 3113.13 ms [2021-03-07 09:59:31 main:574] : INFO : Epoch 1926 | loss: 2.61311e-05 | val_loss: 3.15527e-05 | Time: 3089.28 ms [2021-03-07 09:59:34 main:574] : INFO : Epoch 1927 | loss: 2.5334e-05 | val_loss: 3.46949e-05 | Time: 3109.66 ms [2021-03-07 09:59:37 main:574] : INFO : Epoch 1928 | loss: 2.60923e-05 | val_loss: 3.23549e-05 | Time: 3134.47 ms [2021-03-07 09:59:40 main:574] : INFO : Epoch 1929 | loss: 2.4996e-05 | val_loss: 3.19913e-05 | Time: 3129.38 ms [2021-03-07 09:59:43 main:574] : INFO : Epoch 1930 | loss: 3.51746e-05 | val_loss: 5.03283e-05 | Time: 3124.8 ms [2021-03-07 09:59:47 main:574] : INFO : Epoch 1931 | loss: 3.69754e-05 | val_loss: 4.30179e-05 | Time: 3141.57 ms [2021-03-07 09:59:50 main:574] : INFO : Epoch 1932 | loss: 3.50864e-05 | val_loss: 3.98456e-05 | Time: 3104.01 ms [2021-03-07 09:59:53 main:574] : INFO : Epoch 1933 | loss: 3.6842e-05 | val_loss: 5.32326e-05 | Time: 3115.03 ms [2021-03-07 09:59:56 main:574] : INFO : Epoch 1934 | loss: 3.74427e-05 | val_loss: 4.4628e-05 | Time: 3104.33 ms [2021-03-07 09:59:59 main:574] : INFO : Epoch 1935 | loss: 3.1263e-05 | val_loss: 3.96181e-05 | Time: 3145.3 ms [2021-03-07 10:00:02 main:574] : INFO : Epoch 1936 | loss: 2.94516e-05 | val_loss: 3.53519e-05 | Time: 3097.23 ms [2021-03-07 10:00:05 main:574] : INFO : Epoch 1937 | loss: 3.16105e-05 | val_loss: 3.87092e-05 | Time: 3094.42 ms [2021-03-07 10:00:09 main:574] : INFO : Epoch 1938 | loss: 2.89015e-05 | val_loss: 3.77911e-05 | Time: 3112.37 ms [2021-03-07 10:00:12 main:574] : INFO : Epoch 1939 | loss: 2.74842e-05 | val_loss: 4.33875e-05 | Time: 3091.66 ms [2021-03-07 10:00:15 main:574] : INFO : Epoch 1940 | loss: 2.53117e-05 | val_loss: 3.78962e-05 | Time: 3128.2 ms [2021-03-07 10:00:18 main:574] : INFO : Epoch 1941 | loss: 2.47193e-05 | val_loss: 3.73078e-05 | Time: 3085.05 ms [2021-03-07 10:00:21 main:574] : INFO : Epoch 1942 | loss: 2.61483e-05 | val_loss: 4.41487e-05 | Time: 3124.71 ms [2021-03-07 10:00:24 main:574] : INFO : Epoch 1943 | loss: 2.64328e-05 | val_loss: 3.58565e-05 | Time: 3090.48 ms [2021-03-07 10:00:27 main:574] : INFO : Epoch 1944 | loss: 2.3768e-05 | val_loss: 3.53092e-05 | Time: 3103.87 ms [2021-03-07 10:00:31 main:574] : INFO : Epoch 1945 | loss: 2.31384e-05 | val_loss: 3.58324e-05 | Time: 3093.74 ms [2021-03-07 10:00:34 main:574] : INFO : Epoch 1946 | loss: 2.11902e-05 | val_loss: 3.32719e-05 | Time: 3099.69 ms [2021-03-07 10:00:37 main:574] : INFO : Epoch 1947 | loss: 2.08806e-05 | val_loss: 3.39833e-05 | Time: 3101.44 ms [2021-03-07 10:00:40 main:574] : INFO : Epoch 1948 | loss: 2.21182e-05 | val_loss: 3.33756e-05 | Time: 3125.63 ms [2021-03-07 10:00:43 main:574] : INFO : Epoch 1949 | loss: 2.88064e-05 | val_loss: 4.34525e-05 | Time: 3118.26 ms [2021-03-07 10:00:46 main:574] : INFO : Epoch 1950 | loss: 2.37428e-05 | val_loss: 3.2553e-05 | Time: 3162.44 ms [2021-03-07 10:00:49 main:574] : INFO : Epoch 1951 | loss: 2.10061e-05 | val_loss: 3.32681e-05 | Time: 3117.95 ms [2021-03-07 10:00:53 main:574] : INFO : Epoch 1952 | loss: 1.99851e-05 | val_loss: 3.23305e-05 | Time: 3141.68 ms [2021-03-07 10:00:56 main:574] : INFO : Epoch 1953 | loss: 1.93216e-05 | val_loss: 3.10825e-05 | Time: 3117.15 ms [2021-03-07 10:00:59 main:574] : INFO : Epoch 1954 | loss: 1.9227e-05 | val_loss: 3.21008e-05 | Time: 3123.71 ms [2021-03-07 10:01:02 main:574] : INFO : Epoch 1955 | loss: 1.85036e-05 | val_loss: 3.15685e-05 | Time: 3108.54 ms [2021-03-07 10:01:05 main:574] : INFO : Epoch 1956 | loss: 1.88501e-05 | val_loss: 3.24979e-05 | Time: 3134.01 ms [2021-03-07 10:01:08 main:574] : INFO : Epoch 1957 | loss: 2.10294e-05 | val_loss: 3.82156e-05 | Time: 3133.09 ms [2021-03-07 10:01:12 main:574] : INFO : Epoch 1958 | loss: 2.51987e-05 | val_loss: 3.24394e-05 | Time: 3121.85 ms [2021-03-07 10:01:15 main:574] : INFO : Epoch 1959 | loss: 2.2927e-05 | val_loss: 3.40578e-05 | Time: 3114.89 ms [2021-03-07 10:01:18 main:574] : INFO : Epoch 1960 | loss: 2.07523e-05 | val_loss: 3.27124e-05 | Time: 3122.51 ms [2021-03-07 10:01:21 main:574] : INFO : Epoch 1961 | loss: 2.04496e-05 | val_loss: 3.41518e-05 | Time: 3116.06 ms [2021-03-07 10:01:24 main:574] : INFO : Epoch 1962 | loss: 2.27755e-05 | val_loss: 3.96125e-05 | Time: 3127.02 ms [2021-03-07 10:01:27 main:574] : INFO : Epoch 1963 | loss: 2.15355e-05 | val_loss: 3.21057e-05 | Time: 3129.36 ms [2021-03-07 10:01:30 main:574] : INFO : Epoch 1964 | loss: 1.96347e-05 | val_loss: 3.35706e-05 | Time: 3111.3 ms [2021-03-07 10:01:34 main:574] : INFO : Epoch 1965 | loss: 1.9579e-05 | val_loss: 3.36906e-05 | Time: 3125.12 ms [2021-03-07 10:01:37 main:574] : INFO : Epoch 1966 | loss: 1.75619e-05 | val_loss: 3.28253e-05 | Time: 3116.21 ms [2021-03-07 10:01:40 main:574] : INFO : Epoch 1967 | loss: 1.85074e-05 | val_loss: 3.47335e-05 | Time: 3105.94 ms [2021-03-07 10:01:43 main:574] : INFO : Epoch 1968 | loss: 2.11924e-05 | val_loss: 3.1461e-05 | Time: 3099.73 ms [2021-03-07 10:01:46 main:574] : INFO : Epoch 1969 | loss: 1.95571e-05 | val_loss: 3.58086e-05 | Time: 3128.16 ms [2021-03-07 10:01:49 main:574] : INFO : Epoch 1970 | loss: 2.2512e-05 | val_loss: 4.5696e-05 | Time: 3103.63 ms [2021-03-07 10:01:53 main:574] : INFO : Epoch 1971 | loss: 4.90606e-05 | val_loss: 4.07634e-05 | Time: 3115.22 ms [2021-03-07 10:01:56 main:574] : INFO : Epoch 1972 | loss: 2.72179e-05 | val_loss: 3.19208e-05 | Time: 3120.82 ms [2021-03-07 10:01:59 main:574] : INFO : Epoch 1973 | loss: 2.24262e-05 | val_loss: 2.8555e-05 | Time: 3114.56 ms [2021-03-07 10:02:02 main:574] : INFO : Epoch 1974 | loss: 2.00018e-05 | val_loss: 4.57507e-05 | Time: 3123.79 ms [2021-03-07 10:02:05 main:574] : INFO : Epoch 1975 | loss: 2.57169e-05 | val_loss: 2.92673e-05 | Time: 3136.77 ms [2021-03-07 10:02:08 main:574] : INFO : Epoch 1976 | loss: 2.08651e-05 | val_loss: 2.88429e-05 | Time: 3149.04 ms [2021-03-07 10:02:12 main:574] : INFO : Epoch 1977 | loss: 1.90211e-05 | val_loss: 2.89466e-05 | Time: 3115.14 ms [2021-03-07 10:02:15 main:574] : INFO : Epoch 1978 | loss: 2.29517e-05 | val_loss: 4.62951e-05 | Time: 3128.18 ms [2021-03-07 10:02:18 main:574] : INFO : Epoch 1979 | loss: 2.41479e-05 | val_loss: 3.19235e-05 | Time: 3119.84 ms [2021-03-07 10:02:21 main:574] : INFO : Epoch 1980 | loss: 1.96483e-05 | val_loss: 3.03456e-05 | Time: 3109.11 ms [2021-03-07 10:02:24 main:574] : INFO : Epoch 1981 | loss: 1.82388e-05 | val_loss: 2.73877e-05 | Time: 3118.86 ms [2021-03-07 10:02:27 main:574] : INFO : Epoch 1982 | loss: 1.78409e-05 | val_loss: 2.8773e-05 | Time: 3106.32 ms [2021-03-07 10:02:30 main:574] : INFO : Epoch 1983 | loss: 1.6757e-05 | val_loss: 2.97709e-05 | Time: 3120.89 ms [2021-03-07 10:02:34 main:574] : INFO : Epoch 1984 | loss: 2.07202e-05 | val_loss: 3.18204e-05 | Time: 3110.23 ms [2021-03-07 10:02:37 main:574] : INFO : Epoch 1985 | loss: 2.16699e-05 | val_loss: 3.38731e-05 | Time: 3117.14 ms [2021-03-07 10:02:40 main:574] : INFO : Epoch 1986 | loss: 2.08476e-05 | val_loss: 2.9377e-05 | Time: 3120.57 ms [2021-03-07 10:02:43 main:574] : INFO : Epoch 1987 | loss: 2.16602e-05 | val_loss: 3.29848e-05 | Time: 3103.4 ms [2021-03-07 10:02:46 main:574] : INFO : Epoch 1988 | loss: 2.37101e-05 | val_loss: 2.77555e-05 | Time: 3150.44 ms [2021-03-07 10:02:49 main:574] : INFO : Epoch 1989 | loss: 2.28328e-05 | val_loss: 3.30336e-05 | Time: 3107.47 ms [2021-03-07 10:02:53 main:574] : INFO : Epoch 1990 | loss: 1.95403e-05 | val_loss: 3.03159e-05 | Time: 3153.41 ms [2021-03-07 10:02:56 main:574] : INFO : Epoch 1991 | loss: 1.77957e-05 | val_loss: 3.07835e-05 | Time: 3118.19 ms [2021-03-07 10:02:59 main:574] : INFO : Epoch 1992 | loss: 2.91108e-05 | val_loss: 3.16147e-05 | Time: 3112.86 ms [2021-03-07 10:03:02 main:574] : INFO : Epoch 1993 | loss: 1.99669e-05 | val_loss: 3.13173e-05 | Time: 3139.28 ms [2021-03-07 10:03:05 main:574] : INFO : Epoch 1994 | loss: 1.76847e-05 | val_loss: 2.70889e-05 | Time: 3103.93 ms [2021-03-07 10:03:08 main:574] : INFO : Epoch 1995 | loss: 1.97261e-05 | val_loss: 3.18709e-05 | Time: 3121.35 ms [2021-03-07 10:03:11 main:574] : INFO : Epoch 1996 | loss: 2.0218e-05 | val_loss: 3.29598e-05 | Time: 3137.34 ms [2021-03-07 10:03:15 main:574] : INFO : Epoch 1997 | loss: 1.79851e-05 | val_loss: 3.29586e-05 | Time: 3106.07 ms [2021-03-07 10:03:18 main:574] : INFO : Epoch 1998 | loss: 2.00564e-05 | val_loss: 2.86636e-05 | Time: 3093.61 ms [2021-03-07 10:03:21 main:574] : INFO : Epoch 1999 | loss: 2.00609e-05 | val_loss: 2.7561e-05 | Time: 3143.52 ms [2021-03-07 10:03:24 main:574] : INFO : Epoch 2000 | loss: 2.30655e-05 | val_loss: 4.21157e-05 | Time: 3116.5 ms [2021-03-07 10:03:27 main:574] : INFO : Epoch 2001 | loss: 3.28298e-05 | val_loss: 3.97707e-05 | Time: 3137.54 ms [2021-03-07 10:03:30 main:574] : INFO : Epoch 2002 | loss: 3.0264e-05 | val_loss: 2.7413e-05 | Time: 3099.16 ms [2021-03-07 10:03:34 main:574] : INFO : Epoch 2003 | loss: 2.29888e-05 | val_loss: 3.13247e-05 | Time: 3124.68 ms [2021-03-07 10:03:37 main:574] : INFO : Epoch 2004 | loss: 2.01889e-05 | val_loss: 2.79607e-05 | Time: 3106.87 ms [2021-03-07 10:03:40 main:574] : INFO : Epoch 2005 | loss: 1.93052e-05 | val_loss: 2.50541e-05 | Time: 3115.09 ms [2021-03-07 10:03:43 main:574] : INFO : Epoch 2006 | loss: 1.78396e-05 | val_loss: 2.62931e-05 | Time: 3108.57 ms [2021-03-07 10:03:46 main:574] : INFO : Epoch 2007 | loss: 1.9109e-05 | val_loss: 2.30541e-05 | Time: 3074.41 ms [2021-03-07 10:03:49 main:574] : INFO : Epoch 2008 | loss: 1.72951e-05 | val_loss: 2.85032e-05 | Time: 3116.62 ms [2021-03-07 10:03:52 main:574] : INFO : Epoch 2009 | loss: 3.1498e-05 | val_loss: 3.47962e-05 | Time: 3110.91 ms [2021-03-07 10:03:56 main:574] : INFO : Epoch 2010 | loss: 2.75259e-05 | val_loss: 4.17003e-05 | Time: 3123.9 ms [2021-03-07 10:03:59 main:574] : INFO : Epoch 2011 | loss: 2.72052e-05 | val_loss: 2.97944e-05 | Time: 3104.75 ms [2021-03-07 10:04:02 main:574] : INFO : Epoch 2012 | loss: 2.14377e-05 | val_loss: 3.04445e-05 | Time: 3096.48 ms [2021-03-07 10:04:05 main:574] : INFO : Epoch 2013 | loss: 2.13946e-05 | val_loss: 2.77505e-05 | Time: 3096.14 ms [2021-03-07 10:04:08 main:574] : INFO : Epoch 2014 | loss: 2.25192e-05 | val_loss: 2.87767e-05 | Time: 3125.82 ms [2021-03-07 10:04:11 main:574] : INFO : Epoch 2015 | loss: 1.98819e-05 | val_loss: 2.7712e-05 | Time: 3101.71 ms [2021-03-07 10:04:14 main:574] : INFO : Epoch 2016 | loss: 2.31995e-05 | val_loss: 3.30251e-05 | Time: 3119.38 ms [2021-03-07 10:04:18 main:574] : INFO : Epoch 2017 | loss: 3.63067e-05 | val_loss: 4.27532e-05 | Time: 3099.56 ms [2021-03-07 10:04:21 main:574] : INFO : Epoch 2018 | loss: 3.26592e-05 | val_loss: 3.32215e-05 | Time: 3141.26 ms [2021-03-07 10:04:24 main:574] : INFO : Epoch 2019 | loss: 2.46651e-05 | val_loss: 3.18579e-05 | Time: 3149.93 ms [2021-03-07 10:04:27 main:574] : INFO : Epoch 2020 | loss: 2.28023e-05 | val_loss: 3.07271e-05 | Time: 3155.36 ms [2021-03-07 10:04:30 main:574] : INFO : Epoch 2021 | loss: 2.18209e-05 | val_loss: 3.00045e-05 | Time: 3151.45 ms [2021-03-07 10:04:33 main:574] : INFO : Epoch 2022 | loss: 2.00629e-05 | val_loss: 2.90212e-05 | Time: 3123.79 ms [2021-03-07 10:04:37 main:574] : INFO : Epoch 2023 | loss: 1.85376e-05 | val_loss: 2.5644e-05 | Time: 3098.09 ms [2021-03-07 10:04:40 main:574] : INFO : Epoch 2024 | loss: 1.8292e-05 | val_loss: 2.42763e-05 | Time: 3134.82 ms [2021-03-07 10:04:43 main:574] : INFO : Epoch 2025 | loss: 1.4635e-05 | val_loss: 2.5351e-05 | Time: 3139 ms [2021-03-07 10:04:46 main:574] : INFO : Epoch 2026 | loss: 1.77107e-05 | val_loss: 2.46456e-05 | Time: 3114.95 ms [2021-03-07 10:04:49 main:574] : INFO : Epoch 2027 | loss: 1.49905e-05 | val_loss: 2.35731e-05 | Time: 3138.32 ms [2021-03-07 10:04:52 main:574] : INFO : Epoch 2028 | loss: 1.38571e-05 | val_loss: 2.17455e-05 | Time: 3138.78 ms [2021-03-07 10:04:55 main:574] : INFO : Epoch 2029 | loss: 1.32529e-05 | val_loss: 2.22608e-05 | Time: 3119.93 ms [2021-03-07 10:04:59 main:574] : INFO : Epoch 2030 | loss: 1.60218e-05 | val_loss: 2.67151e-05 | Time: 3091.29 ms [2021-03-07 10:05:02 main:574] : INFO : Epoch 2031 | loss: 1.46045e-05 | val_loss: 2.14385e-05 | Time: 3114.43 ms [2021-03-07 10:05:05 main:574] : INFO : Epoch 2032 | loss: 1.23593e-05 | val_loss: 2.23148e-05 | Time: 3101.66 ms [2021-03-07 10:05:08 main:574] : INFO : Epoch 2033 | loss: 1.33048e-05 | val_loss: 2.49064e-05 | Time: 3121.92 ms [2021-03-07 10:05:11 main:574] : INFO : Epoch 2034 | loss: 1.75188e-05 | val_loss: 2.13128e-05 | Time: 3123.09 ms [2021-03-07 10:05:14 main:574] : INFO : Epoch 2035 | loss: 1.3417e-05 | val_loss: 2.51345e-05 | Time: 3124.74 ms [2021-03-07 10:05:17 main:574] : INFO : Epoch 2036 | loss: 1.33088e-05 | val_loss: 2.57951e-05 | Time: 3102.48 ms [2021-03-07 10:05:21 main:574] : INFO : Epoch 2037 | loss: 2.02384e-05 | val_loss: 5.04577e-05 | Time: 3137.2 ms [2021-03-07 10:05:24 main:574] : INFO : Epoch 2038 | loss: 2.09388e-05 | val_loss: 2.2141e-05 | Time: 3127.33 ms [2021-03-07 10:05:27 main:574] : INFO : Epoch 2039 | loss: 1.33969e-05 | val_loss: 2.20781e-05 | Time: 3101.35 ms [2021-03-07 10:05:30 main:574] : INFO : Epoch 2040 | loss: 1.16256e-05 | val_loss: 2.10016e-05 | Time: 3099.79 ms [2021-03-07 10:05:33 main:574] : INFO : Epoch 2041 | loss: 1.09691e-05 | val_loss: 2.13448e-05 | Time: 3099.23 ms [2021-03-07 10:05:36 main:574] : INFO : Epoch 2042 | loss: 1.0771e-05 | val_loss: 2.09647e-05 | Time: 3128.35 ms [2021-03-07 10:05:39 main:574] : INFO : Epoch 2043 | loss: 1.27214e-05 | val_loss: 1.97537e-05 | Time: 3124.22 ms [2021-03-07 10:05:43 main:574] : INFO : Epoch 2044 | loss: 1.1178e-05 | val_loss: 2.04377e-05 | Time: 3093.8 ms [2021-03-07 10:05:46 main:574] : INFO : Epoch 2045 | loss: 1.07438e-05 | val_loss: 2.10995e-05 | Time: 3106.58 ms [2021-03-07 10:05:49 main:574] : INFO : Epoch 2046 | loss: 1.02271e-05 | val_loss: 2.10302e-05 | Time: 3115.49 ms [2021-03-07 10:05:52 main:574] : INFO : Epoch 2047 | loss: 1.17317e-05 | val_loss: 2.88975e-05 | Time: 3153.3 ms [2021-03-07 10:05:55 main:574] : INFO : Epoch 2048 | loss: 1.5652e-05 | val_loss: 2.44741e-05 | Time: 3109.06 ms [2021-03-07 10:05:55 main:597] : INFO : Saving trained model to model-final.pt, val_loss 2.44741e-05 [2021-03-07 10:05:55 main:603] : INFO : Saving end state to config to file [2021-03-07 10:05:55 main:608] : INFO : Success, exiting.. 10:05:55 (11136): 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)