Task 14624308
| Name | ParityModified-1647043429-20487-3-0_1 |
| Workunit | 11352627 |
| Created | 18 Apr 2022, 22:14:48 UTC |
| Sent | 18 Apr 2022, 22:15:16 UTC |
| Report deadline | 26 Apr 2022, 22:15:16 UTC |
| Received | 24 Apr 2022, 2:40:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 24 min 47 sec |
| CPU time | 1 hours 24 min 18 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,095.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.43 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> 2-04-23 20:18:39 main:581] : INFO : Epoch 1538 | loss: 0.0310327 | val_loss: 0.0310976 | Time: 2450.9 ms [2022-04-23 20:18:42 main:581] : INFO : Epoch 1539 | loss: 0.0310307 | val_loss: 0.0311151 | Time: 2450.16 ms [2022-04-23 20:18:44 main:581] : INFO : Epoch 1540 | loss: 0.0310284 | val_loss: 0.0310974 | Time: 2448.71 ms [2022-04-23 20:18:47 main:581] : INFO : Epoch 1541 | loss: 0.0310249 | val_loss: 0.0310986 | Time: 2449.95 ms [2022-04-23 20:18:49 main:581] : INFO : Epoch 1542 | loss: 0.0310225 | val_loss: 0.0310952 | Time: 2451.15 ms [2022-04-23 20:18:51 main:581] : INFO : Epoch 1543 | loss: 0.031027 | val_loss: 0.0311028 | Time: 2451.69 ms [2022-04-23 20:18:54 main:581] : INFO : Epoch 1544 | loss: 0.0310264 | val_loss: 0.0311034 | Time: 2453.18 ms [2022-04-23 20:18:56 main:581] : INFO : Epoch 1545 | loss: 0.0310273 | val_loss: 0.031108 | Time: 2452.02 ms [2022-04-23 20:18:59 main:581] : INFO : Epoch 1546 | loss: 0.0310215 | val_loss: 0.0311074 | Time: 2450.89 ms [2022-04-23 20:19:01 main:581] : INFO : Epoch 1547 | loss: 0.031028 | val_loss: 0.0311033 | Time: 2454.54 ms [2022-04-23 20:19:04 main:581] : INFO : Epoch 1548 | loss: 0.0310256 | val_loss: 0.0311016 | Time: 2450.38 ms [2022-04-23 20:19:06 main:581] : INFO : Epoch 1549 | loss: 0.0310214 | val_loss: 0.0311128 | Time: 2450.99 ms [2022-04-23 20:19:09 main:581] : INFO : Epoch 1550 | loss: 0.0310206 | val_loss: 0.0311235 | Time: 2451.66 ms [2022-04-23 20:19:11 main:581] : INFO : Epoch 1551 | loss: 0.031019 | val_loss: 0.0311088 | Time: 2450.73 ms [2022-04-23 20:19:14 main:581] : INFO : Epoch 1552 | loss: 0.031015 | val_loss: 0.0311162 | Time: 2452.16 ms [2022-04-23 20:19:16 main:581] : INFO : Epoch 1553 | loss: 0.0310157 | val_loss: 0.0311039 | Time: 2451.85 ms [2022-04-23 20:19:18 main:581] : INFO : Epoch 1554 | loss: 0.031023 | val_loss: 0.0311131 | Time: 2449.68 ms [2022-04-23 20:19:21 main:581] : INFO : Epoch 1555 | loss: 0.0310223 | val_loss: 0.0311104 | Time: 2449.37 ms [2022-04-23 20:19:23 main:581] : INFO : Epoch 1556 | loss: 0.0310176 | val_loss: 0.0311046 | Time: 2450.18 ms [2022-04-23 20:19:26 main:581] : INFO : Epoch 1557 | loss: 0.0310165 | val_loss: 0.0311221 | Time: 2448.68 ms [2022-04-23 20:19:28 main:581] : INFO : Epoch 1558 | loss: 0.0310195 | val_loss: 0.0311088 | Time: 2453.12 ms [2022-04-23 20:19:31 main:581] : INFO : Epoch 1559 | loss: 0.0310222 | val_loss: 0.0311118 | Time: 2451 ms [2022-04-23 20:19:33 main:581] : INFO : Epoch 1560 | loss: 0.0310142 | val_loss: 0.0311007 | Time: 2452.97 ms [2022-04-23 20:19:36 main:581] : INFO : Epoch 1561 | loss: 0.0310139 | val_loss: 0.0311077 | Time: 2448.66 ms [2022-04-23 20:19:38 main:581] : INFO : Epoch 1562 | loss: 0.0310126 | val_loss: 0.0311182 | Time: 2449.72 ms [2022-04-23 20:19:40 main:581] : INFO : Epoch 1563 | loss: 0.0310154 | val_loss: 0.031103 | Time: 2450.08 ms [2022-04-23 20:19:43 main:581] : INFO : Epoch 1564 | loss: 0.0310146 | val_loss: 0.0311069 | Time: 2451.3 ms [2022-04-23 20:19:45 main:581] : INFO : Epoch 1565 | loss: 0.0310114 | val_loss: 0.0311061 | Time: 2450.18 ms [2022-04-23 20:19:48 main:581] : INFO : Epoch 1566 | loss: 0.0310149 | val_loss: 0.0311013 | Time: 2452.64 ms [2022-04-23 20:19:50 main:581] : INFO : Epoch 1567 | loss: 0.0310079 | val_loss: 0.0311153 | Time: 2450.56 ms [2022-04-23 20:19:53 main:581] : INFO : Epoch 1568 | loss: 0.0310089 | val_loss: 0.0311134 | Time: 2452.65 ms [2022-04-23 20:19:55 main:581] : INFO : Epoch 1569 | loss: 0.0310112 | val_loss: 0.0311045 | Time: 2451.57 ms [2022-04-23 20:19:58 main:581] : INFO : Epoch 1570 | loss: 0.0310269 | val_loss: 0.0311012 | Time: 2452.2 ms [2022-04-23 20:20:00 main:581] : INFO : Epoch 1571 | loss: 0.0310189 | val_loss: 0.0311065 | Time: 2454.01 ms [2022-04-23 20:20:03 main:581] : INFO : Epoch 1572 | loss: 0.0310191 | val_loss: 0.0311149 | Time: 2454.23 ms [2022-04-23 20:20:05 main:581] : INFO : Epoch 1573 | loss: 0.031026 | val_loss: 0.0311067 | Time: 2449.71 ms [2022-04-23 20:20:07 main:581] : INFO : Epoch 1574 | loss: 0.0310175 | val_loss: 0.0310912 | Time: 2451.6 ms [2022-04-23 20:20:10 main:581] : INFO : Epoch 1575 | loss: 0.0310225 | val_loss: 0.0310971 | Time: 2450.01 ms [2022-04-23 20:20:12 main:581] : INFO : Epoch 1576 | loss: 0.0310152 | val_loss: 0.0310919 | Time: 2451.97 ms [2022-04-23 20:20:15 main:581] : INFO : Epoch 1577 | loss: 0.0310167 | val_loss: 0.0310979 | Time: 2448.44 ms [2022-04-23 20:20:17 main:581] : INFO : Epoch 1578 | loss: 0.0310215 | val_loss: 0.0310955 | Time: 2450.76 ms [2022-04-23 20:20:20 main:581] : INFO : Epoch 1579 | loss: 0.0310221 | val_loss: 0.0311137 | Time: 2452.53 ms [2022-04-23 20:20:22 main:581] : INFO : Epoch 1580 | loss: 0.0310188 | val_loss: 0.0310978 | Time: 2451.17 ms [2022-04-23 20:20:25 main:581] : INFO : Epoch 1581 | loss: 0.0310168 | val_loss: 0.0311018 | Time: 2452.7 ms [2022-04-23 20:20:27 main:581] : INFO : Epoch 1582 | loss: 0.0310222 | val_loss: 0.0310998 | Time: 2451.05 ms [2022-04-23 20:20:30 main:581] : INFO : Epoch 1583 | loss: 0.0310162 | val_loss: 0.031103 | Time: 2449.93 ms [2022-04-23 20:20:32 main:581] : INFO : Epoch 1584 | loss: 0.0310137 | val_loss: 0.0310997 | Time: 2450.23 ms [2022-04-23 20:20:34 main:581] : INFO : Epoch 1585 | loss: 0.031012 | val_loss: 0.0310992 | Time: 2451.22 ms [2022-04-23 20:20:37 main:581] : INFO : Epoch 1586 | loss: 0.0310095 | val_loss: 0.0311123 | Time: 2449.73 ms [2022-04-23 20:20:39 main:581] : INFO : Epoch 1587 | loss: 0.0310151 | val_loss: 0.0311 | Time: 2450.06 ms [2022-04-23 20:20:42 main:581] : INFO : Epoch 1588 | loss: 0.0310184 | val_loss: 0.0310987 | Time: 2453.35 ms [2022-04-23 20:20:44 main:581] : INFO : Epoch 1589 | loss: 0.0310223 | val_loss: 0.031102 | Time: 2451.02 ms [2022-04-23 20:20:47 main:581] : INFO : Epoch 1590 | loss: 0.0310189 | val_loss: 0.0310862 | Time: 2450.49 ms [2022-04-23 20:20:49 main:581] : INFO : Epoch 1591 | loss: 0.0310187 | val_loss: 0.0310962 | Time: 2448.22 ms [2022-04-23 20:20:52 main:581] : INFO : Epoch 1592 | loss: 0.0310145 | val_loss: 0.0311002 | Time: 2450.36 ms [2022-04-23 20:20:54 main:581] : INFO : Epoch 1593 | loss: 0.031019 | val_loss: 0.0311001 | Time: 2451.1 ms [2022-04-23 20:20:56 main:581] : INFO : Epoch 1594 | loss: 0.0310174 | val_loss: 0.0311031 | Time: 2450.82 ms [2022-04-23 20:20:59 main:581] : INFO : Epoch 1595 | loss: 0.0310124 | val_loss: 0.0310964 | Time: 2452.9 ms [2022-04-23 20:21:01 main:581] : INFO : Epoch 1596 | loss: 0.0310096 | val_loss: 0.0311088 | Time: 2453.2 ms [2022-04-23 20:21:04 main:581] : INFO : Epoch 1597 | loss: 0.0310165 | val_loss: 0.0311126 | Time: 2448.59 ms [2022-04-23 20:21:06 main:581] : INFO : Epoch 1598 | loss: 0.0310134 | val_loss: 0.0311122 | Time: 2451.02 ms [2022-04-23 20:21:09 main:581] : INFO : Epoch 1599 | loss: 0.0310182 | val_loss: 0.0310947 | Time: 2450.94 ms [2022-04-23 20:21:11 main:581] : INFO : Epoch 1600 | loss: 0.0310224 | val_loss: 0.0311145 | Time: 2452.14 ms [2022-04-23 20:21:14 main:581] : INFO : Epoch 1601 | loss: 0.0310264 | val_loss: 0.0310998 | Time: 2452.5 ms [2022-04-23 20:21:16 main:581] : INFO : Epoch 1602 | loss: 0.0310224 | val_loss: 0.0310923 | Time: 2449.2 ms [2022-04-23 20:21:19 main:581] : INFO : Epoch 1603 | loss: 0.0310202 | val_loss: 0.0311002 | Time: 2452.31 ms [2022-04-23 20:21:21 main:581] : INFO : Epoch 1604 | loss: 0.0310162 | val_loss: 0.0311006 | Time: 2451.32 ms [2022-04-23 20:21:23 main:581] : INFO : Epoch 1605 | loss: 0.0310151 | val_loss: 0.0310948 | Time: 2450.58 ms [2022-04-23 20:21:26 main:581] : INFO : Epoch 1606 | loss: 0.0310131 | val_loss: 0.0311102 | Time: 2448.92 ms [2022-04-23 20:21:28 main:581] : INFO : Epoch 1607 | loss: 0.0310171 | val_loss: 0.0310959 | Time: 2451.14 ms [2022-04-23 20:21:31 main:581] : INFO : Epoch 1608 | loss: 0.0310264 | val_loss: 0.0311048 | Time: 2452.12 ms [2022-04-23 20:21:33 main:581] : INFO : Epoch 1609 | loss: 0.0310242 | val_loss: 0.0310956 | Time: 2450.6 ms [2022-04-23 20:21:36 main:581] : INFO : Epoch 1610 | loss: 0.0310298 | val_loss: 0.0311014 | Time: 2450.48 ms [2022-04-23 20:21:38 main:581] : INFO : Epoch 1611 | loss: 0.0310324 | val_loss: 0.0310947 | Time: 2452.93 ms [2022-04-23 20:21:41 main:581] : INFO : Epoch 1612 | loss: 0.0310258 | val_loss: 0.0310993 | Time: 2451.13 ms [2022-04-23 20:21:43 main:581] : INFO : Epoch 1613 | loss: 0.0310222 | val_loss: 0.0310935 | Time: 2448.47 ms [2022-04-23 20:21:45 main:581] : INFO : Epoch 1614 | loss: 0.0310276 | val_loss: 0.0310923 | Time: 2449.6 ms [2022-04-23 20:21:48 main:581] : INFO : Epoch 1615 | loss: 0.0310233 | val_loss: 0.0311076 | Time: 2450.8 ms [2022-04-23 20:21:50 main:581] : INFO : Epoch 1616 | loss: 0.0310239 | val_loss: 0.0311024 | Time: 2450.23 ms [2022-04-23 20:21:53 main:581] : INFO : Epoch 1617 | loss: 0.0310318 | val_loss: 0.0311018 | Time: 2452.01 ms [2022-04-23 20:21:55 main:581] : INFO : Epoch 1618 | loss: 0.0310273 | val_loss: 0.0310984 | Time: 2448.86 ms [2022-04-23 20:21:58 main:581] : INFO : Epoch 1619 | loss: 0.0310228 | val_loss: 0.0311041 | Time: 2452.79 ms [2022-04-23 20:22:00 main:581] : INFO : Epoch 1620 | loss: 0.0310284 | val_loss: 0.0311026 | Time: 2452.94 ms [2022-04-23 20:22:03 main:581] : INFO : Epoch 1621 | loss: 0.0310268 | val_loss: 0.0310988 | Time: 2450.64 ms [2022-04-23 20:22:05 main:581] : INFO : Epoch 1622 | loss: 0.0310409 | val_loss: 0.0310944 | Time: 2452.53 ms [2022-04-23 20:22:08 main:581] : INFO : Epoch 1623 | loss: 0.0310343 | val_loss: 0.0310895 | Time: 2452.13 ms [2022-04-23 20:22:10 main:581] : INFO : Epoch 1624 | loss: 0.0310351 | val_loss: 0.031091 | Time: 2447.81 ms [2022-04-23 20:22:12 main:581] : INFO : Epoch 1625 | loss: 0.031027 | val_loss: 0.0310996 | Time: 2452.24 ms [2022-04-23 20:22:15 main:581] : INFO : Epoch 1626 | loss: 0.0310243 | val_loss: 0.0310901 | Time: 2451.11 ms [2022-04-23 20:22:17 main:581] : INFO : Epoch 1627 | loss: 0.0310211 | val_loss: 0.0310896 | Time: 2451.16 ms [2022-04-23 20:22:20 main:581] : INFO : Epoch 1628 | loss: 0.0310246 | val_loss: 0.0311048 | Time: 2451.02 ms [2022-04-23 20:22:22 main:581] : INFO : Epoch 1629 | loss: 0.0310278 | val_loss: 0.0311132 | Time: 2449.07 ms [2022-04-23 20:22:25 main:581] : INFO : Epoch 1630 | loss: 0.0310184 | val_loss: 0.0311003 | Time: 2448.11 ms [2022-04-23 20:22:27 main:581] : INFO : Epoch 1631 | loss: 0.0310223 | val_loss: 0.0311043 | Time: 2450.66 ms [2022-04-23 20:22:30 main:581] : INFO : Epoch 1632 | loss: 0.0310346 | val_loss: 0.0310988 | Time: 2453.79 ms [2022-04-23 20:22:32 main:581] : INFO : Epoch 1633 | loss: 0.0310411 | val_loss: 0.0310898 | Time: 2451.77 ms [2022-04-23 20:22:35 main:581] : INFO : Epoch 1634 | loss: 0.0310351 | val_loss: 0.0310932 | Time: 2450.99 ms [2022-04-23 20:22:37 main:581] : INFO : Epoch 1635 | loss: 0.0310297 | val_loss: 0.0310945 | Time: 2451.66 ms [2022-04-23 20:22:39 main:581] : INFO : Epoch 1636 | loss: 0.0310217 | val_loss: 0.0311078 | Time: 2451.44 ms [2022-04-23 20:22:42 main:581] : INFO : Epoch 1637 | loss: 0.0310204 | val_loss: 0.0311046 | Time: 2450.8 ms [2022-04-23 20:22:44 main:581] : INFO : Epoch 1638 | loss: 0.0310211 | val_loss: 0.0311038 | Time: 2448.39 ms [2022-04-23 20:22:47 main:581] : INFO : Epoch 1639 | loss: 0.0310147 | val_loss: 0.031096 | Time: 2448.25 ms [2022-04-23 20:22:49 main:581] : INFO : Epoch 1640 | loss: 0.0310121 | val_loss: 0.031107 | Time: 2450.75 ms [2022-04-23 20:22:52 main:581] : INFO : Epoch 1641 | loss: 0.0310167 | val_loss: 0.0311012 | Time: 2449.24 ms [2022-04-23 20:22:54 main:581] : INFO : Epoch 1642 | loss: 0.0310162 | val_loss: 0.031101 | Time: 2452.15 ms [2022-04-23 20:22:57 main:581] : INFO : Epoch 1643 | loss: 0.0310255 | val_loss: 0.0311095 | Time: 2453.46 ms [2022-04-23 20:22:59 main:581] : INFO : Epoch 1644 | loss: 0.0310278 | val_loss: 0.031103 | Time: 2449.53 ms [2022-04-23 20:23:01 main:581] : INFO : Epoch 1645 | loss: 0.0310265 | val_loss: 0.0310953 | Time: 2453.23 ms [2022-04-23 20:23:04 main:581] : INFO : Epoch 1646 | loss: 0.0310304 | val_loss: 0.0310944 | Time: 2448.36 ms [2022-04-23 20:23:06 main:581] : INFO : Epoch 1647 | loss: 0.0310521 | val_loss: 0.0311009 | Time: 2450.74 ms [2022-04-23 20:23:09 main:581] : INFO : Epoch 1648 | loss: 0.0310535 | val_loss: 0.0311039 | Time: 2447.23 ms [2022-04-23 20:23:11 main:581] : INFO : Epoch 1649 | loss: 0.031041 | val_loss: 0.0311098 | Time: 2451.71 ms [2022-04-23 20:23:14 main:581] : INFO : Epoch 1650 | loss: 0.0310311 | val_loss: 0.0310999 | Time: 2450.33 ms [2022-04-23 20:23:16 main:581] : INFO : Epoch 1651 | loss: 0.031027 | val_loss: 0.0311001 | Time: 2453.65 ms [2022-04-23 20:23:19 main:581] : INFO : Epoch 1652 | loss: 0.031025 | val_loss: 0.0310973 | Time: 2450.84 ms [2022-04-23 20:23:21 main:581] : INFO : Epoch 1653 | loss: 0.0310218 | val_loss: 0.031099 | Time: 2450.87 ms [2022-04-23 20:23:24 main:581] : INFO : Epoch 1654 | loss: 0.0310186 | val_loss: 0.0311126 | Time: 2451.33 ms [2022-04-23 20:23:26 main:581] : INFO : Epoch 1655 | loss: 0.031021 | val_loss: 0.0311029 | Time: 2448.98 ms [2022-04-23 20:23:28 main:581] : INFO : Epoch 1656 | loss: 0.0310333 | val_loss: 0.0310963 | Time: 2455.29 ms [2022-04-23 20:23:31 main:581] : INFO : Epoch 1657 | loss: 0.0310316 | val_loss: 0.0311002 | Time: 2450.74 ms [2022-04-23 20:23:33 main:581] : INFO : Epoch 1658 | loss: 0.0310405 | val_loss: 0.0310932 | Time: 2452.42 ms [2022-04-23 20:23:36 main:581] : INFO : Epoch 1659 | loss: 0.0310364 | val_loss: 0.0311061 | Time: 2452.5 ms [2022-04-23 20:23:38 main:581] : INFO : Epoch 1660 | loss: 0.0310282 | val_loss: 0.0310919 | Time: 2452.21 ms [2022-04-23 20:23:41 main:581] : INFO : Epoch 1661 | loss: 0.0310243 | val_loss: 0.031099 | Time: 2450.42 ms [2022-04-23 20:23:43 main:581] : INFO : Epoch 1662 | loss: 0.031024 | val_loss: 0.0311079 | Time: 2450 ms [2022-04-23 20:23:46 main:581] : INFO : Epoch 1663 | loss: 0.0310256 | val_loss: 0.0310987 | Time: 2452.96 ms [2022-04-23 20:23:48 main:581] : INFO : Epoch 1664 | loss: 0.0310187 | val_loss: 0.0310945 | Time: 2455.18 ms [2022-04-23 20:23:51 main:581] : INFO : Epoch 1665 | loss: 0.0310241 | val_loss: 0.031102 | Time: 2452.05 ms [2022-04-23 20:23:53 main:581] : INFO : Epoch 1666 | loss: 0.0310331 | val_loss: 0.0311035 | Time: 2455.19 ms [2022-04-23 20:23:55 main:581] : INFO : Epoch 1667 | loss: 0.0310806 | val_loss: 0.0311168 | Time: 2451.67 ms [2022-04-23 20:23:58 main:581] : INFO : Epoch 1668 | loss: 0.0310946 | val_loss: 0.0311069 | Time: 2451.01 ms [2022-04-23 20:24:00 main:581] : INFO : Epoch 1669 | loss: 0.0310847 | val_loss: 0.0311024 | Time: 2452.92 ms [2022-04-23 20:24:03 main:581] : INFO : Epoch 1670 | loss: 0.0310746 | val_loss: 0.0310932 | Time: 2452.01 ms [2022-04-23 20:24:05 main:581] : INFO : Epoch 1671 | loss: 0.0310625 | val_loss: 0.031095 | Time: 2450.09 ms [2022-04-23 20:24:08 main:581] : INFO : Epoch 1672 | loss: 0.0310522 | val_loss: 0.0310935 | Time: 2452.88 ms [2022-04-23 20:24:10 main:581] : INFO : Epoch 1673 | loss: 0.0310525 | val_loss: 0.031091 | Time: 2451.39 ms [2022-04-23 20:24:13 main:581] : INFO : Epoch 1674 | loss: 0.0310532 | val_loss: 0.0310992 | Time: 2448.43 ms [2022-04-23 20:24:15 main:581] : INFO : Epoch 1675 | loss: 0.031043 | val_loss: 0.0310859 | Time: 2450.85 ms [2022-04-23 20:24:17 main:581] : INFO : Epoch 1676 | loss: 0.0310383 | val_loss: 0.0310913 | Time: 2450.02 ms [2022-04-23 20:24:20 main:581] : INFO : Epoch 1677 | loss: 0.0310365 | val_loss: 0.0310879 | Time: 2451.55 ms [2022-04-23 20:24:22 main:581] : INFO : Epoch 1678 | loss: 0.0310341 | val_loss: 0.0310863 | Time: 2450.25 ms [2022-04-23 20:24:25 main:581] : INFO : Epoch 1679 | loss: 0.0310328 | val_loss: 0.0310836 | Time: 2454.28 ms [2022-04-23 20:24:27 main:581] : INFO : Epoch 1680 | loss: 0.0310323 | val_loss: 0.0311023 | Time: 2451.83 ms [2022-04-23 20:24:30 main:581] : INFO : Epoch 1681 | loss: 0.031031 | val_loss: 0.0310901 | Time: 2453.89 ms [2022-04-23 20:24:32 main:581] : INFO : Epoch 1682 | loss: 0.0310262 | val_loss: 0.0310917 | Time: 2449.65 ms [2022-04-23 20:24:35 main:581] : INFO : Epoch 1683 | loss: 0.0310234 | val_loss: 0.0310957 | Time: 2449.87 ms [2022-04-23 20:24:37 main:581] : INFO : Epoch 1684 | loss: 0.0310231 | val_loss: 0.0310927 | Time: 2452.44 ms [2022-04-23 20:24:40 main:581] : INFO : Epoch 1685 | loss: 0.0310221 | val_loss: 0.0310888 | Time: 2450.88 ms [2022-04-23 20:24:42 main:581] : INFO : Epoch 1686 | loss: 0.0310243 | val_loss: 0.0310952 | Time: 2450.14 ms [2022-04-23 20:24:44 main:581] : INFO : Epoch 1687 | loss: 0.0310233 | val_loss: 0.0310916 | Time: 2454.15 ms [2022-04-23 20:24:47 main:581] : INFO : Epoch 1688 | loss: 0.0310215 | val_loss: 0.0310983 | Time: 2450.51 ms [2022-04-23 20:24:49 main:581] : INFO : Epoch 1689 | loss: 0.0310233 | val_loss: 0.0310926 | Time: 2451.5 ms [2022-04-23 20:24:52 main:581] : INFO : Epoch 1690 | loss: 0.0310235 | val_loss: 0.0311026 | Time: 2449.64 ms [2022-04-23 20:24:54 main:581] : INFO : Epoch 1691 | loss: 0.0310215 | val_loss: 0.0311043 | Time: 2451.52 ms [2022-04-23 20:24:57 main:581] : INFO : Epoch 1692 | loss: 0.0310237 | val_loss: 0.0310952 | Time: 2452.54 ms [2022-04-23 20:24:59 main:581] : INFO : Epoch 1693 | loss: 0.0310214 | val_loss: 0.0311025 | Time: 2452.22 ms [2022-04-23 20:25:02 main:581] : INFO : Epoch 1694 | loss: 0.0310184 | val_loss: 0.031114 | Time: 2452.08 ms [2022-04-23 20:25:04 main:581] : INFO : Epoch 1695 | loss: 0.0310217 | val_loss: 0.0311034 | Time: 2450.87 ms [2022-04-23 20:25:07 main:581] : INFO : Epoch 1696 | loss: 0.0310162 | val_loss: 0.0311113 | Time: 2453.72 ms [2022-04-23 20:25:09 main:581] : INFO : Epoch 1697 | loss: 0.0310231 | val_loss: 0.0310976 | Time: 2451.55 ms [2022-04-23 20:25:11 main:581] : INFO : Epoch 1698 | loss: 0.0310217 | val_loss: 0.0310945 | Time: 2449.63 ms [2022-04-23 20:25:14 main:581] : INFO : Epoch 1699 | loss: 0.031018 | val_loss: 0.0310973 | Time: 2449.54 ms [2022-04-23 20:25:16 main:581] : INFO : Epoch 1700 | loss: 0.0310156 | val_loss: 0.0310972 | Time: 2452.87 ms [2022-04-23 20:25:19 main:581] : INFO : Epoch 1701 | loss: 0.0310119 | val_loss: 0.0310943 | Time: 2447.36 ms [2022-04-23 20:25:21 main:581] : INFO : Epoch 1702 | loss: 0.0310091 | val_loss: 0.0311008 | Time: 2448.56 ms [2022-04-23 20:25:24 main:581] : INFO : Epoch 1703 | loss: 0.0310166 | val_loss: 0.0310978 | Time: 2450.92 ms [2022-04-23 20:25:26 main:581] : INFO : Epoch 1704 | loss: 0.031015 | val_loss: 0.0311005 | Time: 2449.61 ms [2022-04-23 20:25:29 main:581] : INFO : Epoch 1705 | loss: 0.0310144 | val_loss: 0.031102 | Time: 2451.24 ms [2022-04-23 20:25:31 main:581] : INFO : Epoch 1706 | loss: 0.0310132 | val_loss: 0.0311113 | Time: 2452.65 ms [2022-04-23 20:25:33 main:581] : INFO : Epoch 1707 | loss: 0.0310156 | val_loss: 0.0311097 | Time: 2450.95 ms [2022-04-23 20:25:36 main:581] : INFO : Epoch 1708 | loss: 0.0310152 | val_loss: 0.0311116 | Time: 2448.18 ms [2022-04-23 20:25:38 main:581] : INFO : Epoch 1709 | loss: 0.0310159 | val_loss: 0.0311088 | Time: 2452.52 ms [2022-04-23 20:25:41 main:581] : INFO : Epoch 1710 | loss: 0.0310146 | val_loss: 0.0311028 | Time: 2451.82 ms [2022-04-23 20:25:43 main:581] : INFO : Epoch 1711 | loss: 0.0310093 | val_loss: 0.0311054 | Time: 2450.78 ms [2022-04-23 20:25:46 main:581] : INFO : Epoch 1712 | loss: 0.0310108 | val_loss: 0.0310983 | Time: 2451.43 ms [2022-04-23 20:25:48 main:581] : INFO : Epoch 1713 | loss: 0.0310098 | val_loss: 0.031097 | Time: 2450.79 ms [2022-04-23 20:25:51 main:581] : INFO : Epoch 1714 | loss: 0.0310208 | val_loss: 0.0311136 | Time: 2449.48 ms [2022-04-23 20:25:53 main:581] : INFO : Epoch 1715 | loss: 0.0310172 | val_loss: 0.0311047 | Time: 2451.71 ms [2022-04-23 20:25:56 main:581] : INFO : Epoch 1716 | loss: 0.0310158 | val_loss: 0.0311013 | Time: 2452.89 ms [2022-04-23 20:25:58 main:581] : INFO : Epoch 1717 | loss: 0.0310227 | val_loss: 0.0311041 | Time: 2453.5 ms [2022-04-23 20:26:00 main:581] : INFO : Epoch 1718 | loss: 0.031026 | val_loss: 0.0311081 | Time: 2454.79 ms [2022-04-23 20:26:03 main:581] : INFO : Epoch 1719 | loss: 0.0310225 | val_loss: 0.0310988 | Time: 2450.91 ms [2022-04-23 20:26:05 main:581] : INFO : Epoch 1720 | loss: 0.0310542 | val_loss: 0.0310978 | Time: 2449.95 ms [2022-04-23 20:26:08 main:581] : INFO : Epoch 1721 | loss: 0.0310595 | val_loss: 0.0310989 | Time: 2452.94 ms [2022-04-23 20:26:10 main:581] : INFO : Epoch 1722 | loss: 0.0310462 | val_loss: 0.0311015 | Time: 2452.31 ms [2022-04-23 20:26:13 main:581] : INFO : Epoch 1723 | loss: 0.0310376 | val_loss: 0.0310972 | Time: 2452.54 ms [2022-04-23 20:26:15 main:581] : INFO : Epoch 1724 | loss: 0.0310352 | val_loss: 0.0310917 | Time: 2451.11 ms [2022-04-23 20:26:18 main:581] : INFO : Epoch 1725 | loss: 0.0310293 | val_loss: 0.0311004 | Time: 2450.89 ms [2022-04-23 20:26:20 main:581] : INFO : Epoch 1726 | loss: 0.0310257 | val_loss: 0.0310919 | Time: 2453.4 ms [2022-04-23 20:26:23 main:581] : INFO : Epoch 1727 | loss: 0.0310247 | val_loss: 0.0311012 | Time: 2449.49 ms [2022-04-23 20:26:25 main:581] : INFO : Epoch 1728 | loss: 0.031063 | val_loss: 0.0311007 | Time: 2449.5 ms [2022-04-23 20:26:27 main:581] : INFO : Epoch 1729 | loss: 0.0310792 | val_loss: 0.0310959 | Time: 2453.38 ms [2022-04-23 20:26:30 main:581] : INFO : Epoch 1730 | loss: 0.0310687 | val_loss: 0.0310946 | Time: 2451.79 ms [2022-04-23 20:26:32 main:581] : INFO : Epoch 1731 | loss: 0.0310647 | val_loss: 0.0310935 | Time: 2451.91 ms [2022-04-23 20:26:35 main:581] : INFO : Epoch 1732 | loss: 0.031061 | val_loss: 0.0310921 | Time: 2450.72 ms [2022-04-23 20:26:37 main:581] : INFO : Epoch 1733 | loss: 0.03105 | val_loss: 0.031096 | Time: 2451.84 ms [2022-04-23 20:26:40 main:581] : INFO : Epoch 1734 | loss: 0.0310443 | val_loss: 0.0310882 | Time: 2452.6 ms [2022-04-23 20:26:42 main:581] : INFO : Epoch 1735 | loss: 0.0310408 | val_loss: 0.0310946 | Time: 2449.03 ms [2022-04-23 20:26:45 main:581] : INFO : Epoch 1736 | loss: 0.0310388 | val_loss: 0.0310915 | Time: 2448.73 ms [2022-04-23 20:26:47 main:581] : INFO : Epoch 1737 | loss: 0.0310346 | val_loss: 0.0310887 | Time: 2452.51 ms [2022-04-23 20:26:50 main:581] : INFO : Epoch 1738 | loss: 0.0310327 | val_loss: 0.0310863 | Time: 2452.08 ms [2022-04-23 20:26:52 main:581] : INFO : Epoch 1739 | loss: 0.03103 | val_loss: 0.0311004 | Time: 2450.89 ms [2022-04-23 20:26:54 main:581] : INFO : Epoch 1740 | loss: 0.0310294 | val_loss: 0.0310944 | Time: 2452.82 ms [2022-04-23 20:26:57 main:581] : INFO : Epoch 1741 | loss: 0.0310291 | val_loss: 0.0311017 | Time: 2452.75 ms [2022-04-23 20:26:59 main:581] : INFO : Epoch 1742 | loss: 0.0310295 | val_loss: 0.0310995 | Time: 2451.02 ms [2022-04-23 20:27:02 main:581] : INFO : Epoch 1743 | loss: 0.0310278 | val_loss: 0.0310954 | Time: 2452.58 ms [2022-04-23 20:27:04 main:581] : INFO : Epoch 1744 | loss: 0.0310317 | val_loss: 0.0310972 | Time: 2449.97 ms [2022-04-23 20:27:07 main:581] : INFO : Epoch 1745 | loss: 0.0310262 | val_loss: 0.0310879 | Time: 2449.66 ms [2022-04-23 20:27:09 main:581] : INFO : Epoch 1746 | loss: 0.0310261 | val_loss: 0.0310939 | Time: 2447.48 ms [2022-04-23 20:27:12 main:581] : INFO : Epoch 1747 | loss: 0.0310277 | val_loss: 0.0310952 | Time: 2449.65 ms [2022-04-23 20:27:14 main:581] : INFO : Epoch 1748 | loss: 0.0310321 | val_loss: 0.03109 | Time: 2451.68 ms [2022-04-23 20:27:16 main:581] : INFO : Epoch 1749 | loss: 0.0310246 | val_loss: 0.0310853 | Time: 2449.92 ms [2022-04-23 20:27:19 main:581] : INFO : Epoch 1750 | loss: 0.0310205 | val_loss: 0.0310952 | Time: 2449.52 ms [2022-04-23 20:27:21 main:581] : INFO : Epoch 1751 | loss: 0.0310171 | val_loss: 0.0310999 | Time: 2451.27 ms [2022-04-23 20:27:24 main:581] : INFO : Epoch 1752 | loss: 0.0310317 | val_loss: 0.0311096 | Time: 2453.52 ms [2022-04-23 20:27:26 main:581] : INFO : Epoch 1753 | loss: 0.0310379 | val_loss: 0.031092 | Time: 2449.76 ms [2022-04-23 20:27:29 main:581] : INFO : Epoch 1754 | loss: 0.0310343 | val_loss: 0.0310948 | Time: 2451.74 ms [2022-04-23 20:27:31 main:581] : INFO : Epoch 1755 | loss: 0.0310279 | val_loss: 0.0310892 | Time: 2451.72 ms [2022-04-23 20:27:34 main:581] : INFO : Epoch 1756 | loss: 0.031023 | val_loss: 0.0310941 | Time: 2450.67 ms [2022-04-23 20:27:36 main:581] : INFO : Epoch 1757 | loss: 0.031021 | val_loss: 0.0310998 | Time: 2451.13 ms [2022-04-23 20:27:39 main:581] : INFO : Epoch 1758 | loss: 0.0310207 | val_loss: 0.0310871 | Time: 2451.78 ms [2022-04-23 20:27:41 main:581] : INFO : Epoch 1759 | loss: 0.0310216 | val_loss: 0.0310996 | Time: 2452.33 ms [2022-04-23 20:27:43 main:581] : INFO : Epoch 1760 | loss: 0.0310211 | val_loss: 0.0311021 | Time: 2452.01 ms [2022-04-23 20:27:46 main:581] : INFO : Epoch 1761 | loss: 0.0310235 | val_loss: 0.0310952 | Time: 2452.24 ms [2022-04-23 20:27:48 main:581] : INFO : Epoch 1762 | loss: 0.0310238 | val_loss: 0.0311077 | Time: 2450.87 ms [2022-04-23 20:27:51 main:581] : INFO : Epoch 1763 | loss: 0.0310216 | val_loss: 0.0310984 | Time: 2452.37 ms [2022-04-23 20:27:53 main:581] : INFO : Epoch 1764 | loss: 0.0310319 | val_loss: 0.0310952 | Time: 2450.04 ms [2022-04-23 20:27:56 main:581] : INFO : Epoch 1765 | loss: 0.0310376 | val_loss: 0.0310915 | Time: 2453.15 ms [2022-04-23 20:27:58 main:581] : INFO : Epoch 1766 | loss: 0.0310304 | val_loss: 0.0310999 | Time: 2452.05 ms [2022-04-23 20:28:01 main:581] : INFO : Epoch 1767 | loss: 0.0310295 | val_loss: 0.0310967 | Time: 2452.22 ms [2022-04-23 20:28:03 main:581] : INFO : Epoch 1768 | loss: 0.031023 | val_loss: 0.0310931 | Time: 2451.23 ms [2022-04-23 20:28:05 main:581] : INFO : Epoch 1769 | loss: 0.0310265 | val_loss: 0.0310998 | Time: 2452.29 ms [2022-04-23 20:28:08 main:581] : INFO : Epoch 1770 | loss: 0.0310232 | val_loss: 0.0310957 | Time: 2450.88 ms [2022-04-23 20:28:10 main:581] : INFO : Epoch 1771 | loss: 0.0310198 | val_loss: 0.0310942 | Time: 2452.16 ms [2022-04-23 20:28:13 main:581] : INFO : Epoch 1772 | loss: 0.031019 | val_loss: 0.0311072 | Time: 2452.99 ms [2022-04-23 20:28:15 main:581] : INFO : Epoch 1773 | loss: 0.0310205 | val_loss: 0.0311001 | Time: 2447.32 ms [2022-04-23 20:28:18 main:581] : INFO : Epoch 1774 | loss: 0.0310283 | val_loss: 0.0310995 | Time: 2455.7 ms [2022-04-23 20:28:20 main:581] : INFO : Epoch 1775 | loss: 0.0310248 | val_loss: 0.0311023 | Time: 2448.92 ms [2022-04-23 20:28:23 main:581] : INFO : Epoch 1776 | loss: 0.03103 | val_loss: 0.0310993 | Time: 2451.46 ms [2022-04-23 20:28:25 main:581] : INFO : Epoch 1777 | loss: 0.0310345 | val_loss: 0.0310893 | Time: 2450.68 ms [2022-04-23 20:28:28 main:581] : INFO : Epoch 1778 | loss: 0.0310332 | val_loss: 0.031097 | Time: 2453.59 ms [2022-04-23 20:28:30 main:581] : INFO : Epoch 1779 | loss: 0.031028 | val_loss: 0.0311004 | Time: 2451.85 ms [2022-04-23 20:28:32 main:581] : INFO : Epoch 1780 | loss: 0.0310248 | val_loss: 0.0310969 | Time: 2451.24 ms [2022-04-23 20:28:35 main:581] : INFO : Epoch 1781 | loss: 0.031024 | val_loss: 0.0310885 | Time: 2448.33 ms [2022-04-23 20:28:37 main:581] : INFO : Epoch 1782 | loss: 0.0310217 | val_loss: 0.0311022 | Time: 2450.27 ms [2022-04-23 20:28:40 main:581] : INFO : Epoch 1783 | loss: 0.0310215 | val_loss: 0.0311002 | Time: 2452.34 ms [2022-04-23 20:28:42 main:581] : INFO : Epoch 1784 | loss: 0.031021 | val_loss: 0.0311092 | Time: 2452.24 ms [2022-04-23 20:28:45 main:581] : INFO : Epoch 1785 | loss: 0.031016 | val_loss: 0.0310998 | Time: 2450.73 ms [2022-04-23 20:28:47 main:581] : INFO : Epoch 1786 | loss: 0.0310181 | val_loss: 0.0310995 | Time: 2452.49 ms [2022-04-23 20:28:50 main:581] : INFO : Epoch 1787 | loss: 0.0310173 | val_loss: 0.0310943 | Time: 2452.54 ms [2022-04-23 20:28:52 main:581] : INFO : Epoch 1788 | loss: 0.0310122 | val_loss: 0.0311039 | Time: 2451.41 ms [2022-04-23 20:28:55 main:581] : INFO : Epoch 1789 | loss: 0.0310131 | val_loss: 0.0310918 | Time: 2451.66 ms [2022-04-23 20:28:57 main:581] : INFO : Epoch 1790 | loss: 0.0310111 | val_loss: 0.0311067 | Time: 2450.5 ms [2022-04-23 20:28:59 main:581] : INFO : Epoch 1791 | loss: 0.031009 | val_loss: 0.0311031 | Time: 2452.43 ms [2022-04-23 20:29:02 main:581] : INFO : Epoch 1792 | loss: 0.0310088 | val_loss: 0.0311026 | Time: 2456.07 ms [2022-04-23 20:29:04 main:581] : INFO : Epoch 1793 | loss: 0.031011 | val_loss: 0.0310968 | Time: 2451.26 ms [2022-04-23 20:29:07 main:581] : INFO : Epoch 1794 | loss: 0.0310171 | val_loss: 0.0310958 | Time: 2452.14 ms [2022-04-23 20:29:09 main:581] : INFO : Epoch 1795 | loss: 0.031021 | val_loss: 0.0310916 | Time: 2451.03 ms [2022-04-23 20:29:12 main:581] : INFO : Epoch 1796 | loss: 0.0310198 | val_loss: 0.03109 | Time: 2451.19 ms [2022-04-23 20:29:14 main:581] : INFO : Epoch 1797 | loss: 0.031028 | val_loss: 0.0311051 | Time: 2453.99 ms [2022-04-23 20:29:17 main:581] : INFO : Epoch 1798 | loss: 0.0310329 | val_loss: 0.0311067 | Time: 2450.47 ms [2022-04-23 20:29:19 main:581] : INFO : Epoch 1799 | loss: 0.0310344 | val_loss: 0.031099 | Time: 2451.93 ms [2022-04-23 20:29:22 main:581] : INFO : Epoch 1800 | loss: 0.0310249 | val_loss: 0.0310907 | Time: 2452.91 ms [2022-04-23 20:29:24 main:581] : INFO : Epoch 1801 | loss: 0.0310255 | val_loss: 0.0310901 | Time: 2451.83 ms [2022-04-23 20:29:26 main:581] : INFO : Epoch 1802 | loss: 0.0310374 | val_loss: 0.0310962 | Time: 2451.88 ms [2022-04-23 20:29:29 main:581] : INFO : Epoch 1803 | loss: 0.0310297 | val_loss: 0.0311054 | Time: 2452.3 ms [2022-04-23 20:29:31 main:581] : INFO : Epoch 1804 | loss: 0.0310304 | val_loss: 0.0311019 | Time: 2451.33 ms [2022-04-23 20:29:34 main:581] : INFO : Epoch 1805 | loss: 0.0310337 | val_loss: 0.0310872 | Time: 2451.59 ms [2022-04-23 20:29:36 main:581] : INFO : Epoch 1806 | loss: 0.0310351 | val_loss: 0.0310912 | Time: 2450.42 ms [2022-04-23 20:29:39 main:581] : INFO : Epoch 1807 | loss: 0.0310335 | val_loss: 0.0310983 | Time: 2452.1 ms [2022-04-23 20:29:41 main:581] : INFO : Epoch 1808 | loss: 0.0310315 | val_loss: 0.0310836 | Time: 2452.05 ms [2022-04-23 20:29:44 main:581] : INFO : Epoch 1809 | loss: 0.0310289 | val_loss: 0.0310942 | Time: 2452.09 ms [2022-04-23 20:29:46 main:581] : INFO : Epoch 1810 | loss: 0.0310277 | val_loss: 0.0310892 | Time: 2451.53 ms [2022-04-23 20:29:48 main:581] : INFO : Epoch 1811 | loss: 0.0310251 | val_loss: 0.0310984 | Time: 2449.75 ms [2022-04-23 20:29:51 main:581] : INFO : Epoch 1812 | loss: 0.0310249 | val_loss: 0.0310995 | Time: 2451.28 ms [2022-04-23 20:29:53 main:581] : INFO : Epoch 1813 | loss: 0.0310217 | val_loss: 0.0310919 | Time: 2451.57 ms [2022-04-23 20:29:56 main:581] : INFO : Epoch 1814 | loss: 0.0310207 | val_loss: 0.0311059 | Time: 2451.85 ms [2022-04-23 20:29:58 main:581] : INFO : Epoch 1815 | loss: 0.0310197 | val_loss: 0.0310923 | Time: 2450.84 ms [2022-04-23 20:30:01 main:581] : INFO : Epoch 1816 | loss: 0.0310274 | val_loss: 0.0310947 | Time: 2455.48 ms [2022-04-23 20:30:03 main:581] : INFO : Epoch 1817 | loss: 0.0310248 | val_loss: 0.0310948 | Time: 2454.35 ms [2022-04-23 20:30:06 main:581] : INFO : Epoch 1818 | loss: 0.0310311 | val_loss: 0.0310946 | Time: 2452.44 ms [2022-04-23 20:30:08 main:581] : INFO : Epoch 1819 | loss: 0.0310244 | val_loss: 0.0310906 | Time: 2451.72 ms [2022-04-23 20:30:11 main:581] : INFO : Epoch 1820 | loss: 0.0310252 | val_loss: 0.031096 | Time: 2451.5 ms [2022-04-23 20:30:13 main:581] : INFO : Epoch 1821 | loss: 0.0310292 | val_loss: 0.031094 | Time: 2450.61 ms [2022-04-23 20:30:15 main:581] : INFO : Epoch 1822 | loss: 0.0310306 | val_loss: 0.0310932 | Time: 2451.88 ms [2022-04-23 20:30:18 main:581] : INFO : Epoch 1823 | loss: 0.0310211 | val_loss: 0.0310898 | Time: 2450.03 ms [2022-04-23 20:30:20 main:581] : INFO : Epoch 1824 | loss: 0.0310203 | val_loss: 0.0310927 | Time: 2452.85 ms [2022-04-23 20:30:23 main:581] : INFO : Epoch 1825 | loss: 0.0310208 | val_loss: 0.0311018 | Time: 2452.27 ms [2022-04-23 20:30:25 main:581] : INFO : Epoch 1826 | loss: 0.0310198 | val_loss: 0.0310908 | Time: 2451.76 ms [2022-04-23 20:30:28 main:581] : INFO : Epoch 1827 | loss: 0.0310187 | val_loss: 0.0311045 | Time: 2453.33 ms [2022-04-23 20:30:30 main:581] : INFO : Epoch 1828 | loss: 0.0310166 | val_loss: 0.0310927 | Time: 2451.38 ms [2022-04-23 20:30:33 main:581] : INFO : Epoch 1829 | loss: 0.0310148 | val_loss: 0.031092 | Time: 2450.65 ms [2022-04-23 20:30:35 main:581] : INFO : Epoch 1830 | loss: 0.0310109 | val_loss: 0.0310927 | Time: 2451.43 ms [2022-04-23 20:30:38 main:581] : INFO : Epoch 1831 | loss: 0.0310083 | val_loss: 0.0310879 | Time: 2451.25 ms [2022-04-23 20:30:40 main:581] : INFO : Epoch 1832 | loss: 0.0310118 | val_loss: 0.031102 | Time: 2452.05 ms [2022-04-23 20:30:42 main:581] : INFO : Epoch 1833 | loss: 0.0310125 | val_loss: 0.0311004 | Time: 2451.57 ms [2022-04-23 20:30:45 main:581] : INFO : Epoch 1834 | loss: 0.0310119 | val_loss: 0.0311082 | Time: 2450.46 ms [2022-04-23 20:30:47 main:581] : INFO : Epoch 1835 | loss: 0.0310604 | val_loss: 0.0311382 | Time: 2453.11 ms [2022-04-23 20:30:50 main:581] : INFO : Epoch 1836 | loss: 0.0311216 | val_loss: 0.0311164 | Time: 2452.93 ms [2022-04-23 20:30:52 main:581] : INFO : Epoch 1837 | loss: 0.0311 | val_loss: 0.0310991 | Time: 2450.5 ms [2022-04-23 20:30:55 main:581] : INFO : Epoch 1838 | loss: 0.0310829 | val_loss: 0.031089 | Time: 2452.99 ms [2022-04-23 20:30:57 main:581] : INFO : Epoch 1839 | loss: 0.0310715 | val_loss: 0.0310907 | Time: 2454.6 ms [2022-04-23 20:31:00 main:581] : INFO : Epoch 1840 | loss: 0.0310623 | val_loss: 0.0310934 | Time: 2452.71 ms [2022-04-23 20:31:02 main:581] : INFO : Epoch 1841 | loss: 0.0310571 | val_loss: 0.0310926 | Time: 2449.67 ms [2022-04-23 20:31:05 main:581] : INFO : Epoch 1842 | loss: 0.0310558 | val_loss: 0.0310893 | Time: 2451.06 ms [2022-04-23 20:31:07 main:581] : INFO : Epoch 1843 | loss: 0.0310512 | val_loss: 0.0310887 | Time: 2450.55 ms [2022-04-23 20:31:09 main:581] : INFO : Epoch 1844 | loss: 0.0310484 | val_loss: 0.0310963 | Time: 2450.02 ms [2022-04-23 20:31:12 main:581] : INFO : Epoch 1845 | loss: 0.0310451 | val_loss: 0.0311014 | Time: 2453.93 ms [2022-04-23 20:31:14 main:581] : INFO : Epoch 1846 | loss: 0.0310422 | val_loss: 0.0310946 | Time: 2451.26 ms [2022-04-23 20:31:17 main:581] : INFO : Epoch 1847 | loss: 0.0310398 | val_loss: 0.0310945 | Time: 2451.48 ms [2022-04-23 20:31:19 main:581] : INFO : Epoch 1848 | loss: 0.0310359 | val_loss: 0.031097 | Time: 2452.01 ms [2022-04-23 20:31:22 main:581] : INFO : Epoch 1849 | loss: 0.0310304 | val_loss: 0.0310903 | Time: 2454.45 ms [2022-04-23 20:31:24 main:581] : INFO : Epoch 1850 | loss: 0.0310335 | val_loss: 0.0311001 | Time: 2448.97 ms [2022-04-23 20:31:27 main:581] : INFO : Epoch 1851 | loss: 0.0310309 | val_loss: 0.0310965 | Time: 2451.4 ms [2022-04-23 20:31:29 main:581] : INFO : Epoch 1852 | loss: 0.0310296 | val_loss: 0.0310918 | Time: 2453.29 ms [2022-04-23 20:31:31 main:581] : INFO : Epoch 1853 | loss: 0.0310344 | val_loss: 0.031101 | Time: 2451.63 ms [2022-04-23 20:31:34 main:581] : INFO : Epoch 1854 | loss: 0.0310367 | val_loss: 0.0310921 | Time: 2451.78 ms [2022-04-23 20:31:36 main:581] : INFO : Epoch 1855 | loss: 0.0310357 | val_loss: 0.0310948 | Time: 2450.7 ms [2022-04-23 20:31:39 main:581] : INFO : Epoch 1856 | loss: 0.0310366 | val_loss: 0.0311058 | Time: 2451.6 ms [2022-04-23 20:31:41 main:581] : INFO : Epoch 1857 | loss: 0.031038 | val_loss: 0.0311006 | Time: 2452.15 ms [2022-04-23 20:31:44 main:581] : INFO : Epoch 1858 | loss: 0.0310324 | val_loss: 0.0311047 | Time: 2452.74 ms [2022-04-23 20:31:46 main:581] : INFO : Epoch 1859 | loss: 0.0310286 | val_loss: 0.031114 | Time: 2450.77 ms [2022-04-23 20:31:49 main:581] : INFO : Epoch 1860 | loss: 0.0310279 | val_loss: 0.0310985 | Time: 2451.83 ms [2022-04-23 20:31:51 main:581] : INFO : Epoch 1861 | loss: 0.0310329 | val_loss: 0.0310962 | Time: 2452.49 ms [2022-04-23 20:31:54 main:581] : INFO : Epoch 1862 | loss: 0.031029 | val_loss: 0.0310958 | Time: 2451.24 ms [2022-04-23 20:31:56 main:581] : INFO : Epoch 1863 | loss: 0.0310318 | val_loss: 0.0310931 | Time: 2449.76 ms [2022-04-23 20:31:58 main:581] : INFO : Epoch 1864 | loss: 0.0310255 | val_loss: 0.0310997 | Time: 2450.88 ms [2022-04-23 20:32:01 main:581] : INFO : Epoch 1865 | loss: 0.0310234 | val_loss: 0.0311056 | Time: 2451.19 ms [2022-04-23 20:32:03 main:581] : INFO : Epoch 1866 | loss: 0.0310288 | val_loss: 0.0311008 | Time: 2451.14 ms [2022-04-23 20:32:06 main:581] : INFO : Epoch 1867 | loss: 0.0310285 | val_loss: 0.0311027 | Time: 2451.62 ms [2022-04-23 20:32:08 main:581] : INFO : Epoch 1868 | loss: 0.0310304 | val_loss: 0.031093 | Time: 2449.86 ms [2022-04-23 20:32:11 main:581] : INFO : Epoch 1869 | loss: 0.0310418 | val_loss: 0.0311001 | Time: 2451.27 ms [2022-04-23 20:32:13 main:581] : INFO : Epoch 1870 | loss: 0.031039 | val_loss: 0.0310992 | Time: 2452.02 ms [2022-04-23 20:32:16 main:581] : INFO : Epoch 1871 | loss: 0.0310329 | val_loss: 0.0310879 | Time: 2451.07 ms [2022-04-23 20:32:18 main:581] : INFO : Epoch 1872 | loss: 0.0310282 | val_loss: 0.0311039 | Time: 2451.97 ms [2022-04-23 20:32:21 main:581] : INFO : Epoch 1873 | loss: 0.0310245 | val_loss: 0.031104 | Time: 2451.47 ms [2022-04-23 20:32:23 main:581] : INFO : Epoch 1874 | loss: 0.0310239 | val_loss: 0.031099 | Time: 2450.21 ms [2022-04-23 20:32:25 main:581] : INFO : Epoch 1875 | loss: 0.0310206 | val_loss: 0.0310993 | Time: 2450.49 ms [2022-04-23 20:32:28 main:581] : INFO : Epoch 1876 | loss: 0.031019 | val_loss: 0.0311102 | Time: 2451.78 ms [2022-04-23 20:32:30 main:581] : INFO : Epoch 1877 | loss: 0.0310191 | val_loss: 0.0310973 | Time: 2450.35 ms [2022-04-23 20:32:33 main:581] : INFO : Epoch 1878 | loss: 0.0310168 | val_loss: 0.0311096 | Time: 2450.67 ms [2022-04-23 20:32:35 main:581] : INFO : Epoch 1879 | loss: 0.0310241 | val_loss: 0.0310954 | Time: 2451.29 ms [2022-04-23 20:32:38 main:581] : INFO : Epoch 1880 | loss: 0.031033 | val_loss: 0.0311082 | Time: 2452 ms [2022-04-23 20:32:40 main:581] : INFO : Epoch 1881 | loss: 0.0310548 | val_loss: 0.031097 | Time: 2448.94 ms [2022-04-23 20:32:43 main:581] : INFO : Epoch 1882 | loss: 0.0310498 | val_loss: 0.0310937 | Time: 2452.41 ms [2022-04-23 20:32:45 main:581] : INFO : Epoch 1883 | loss: 0.0310397 | val_loss: 0.0310937 | Time: 2451.82 ms [2022-04-23 20:32:47 main:581] : INFO : Epoch 1884 | loss: 0.0310337 | val_loss: 0.0310977 | Time: 2450.72 ms [2022-04-23 20:32:50 main:581] : INFO : Epoch 1885 | loss: 0.0310334 | val_loss: 0.0311064 | Time: 2452.64 ms [2022-04-23 20:32:52 main:581] : INFO : Epoch 1886 | loss: 0.0310256 | val_loss: 0.0311022 | Time: 2452.69 ms [2022-04-23 20:32:55 main:581] : INFO : Epoch 1887 | loss: 0.0310238 | val_loss: 0.0311097 | Time: 2452.43 ms [2022-04-23 20:32:57 main:581] : INFO : Epoch 1888 | loss: 0.0310322 | val_loss: 0.0310944 | Time: 2455.29 ms [2022-04-23 20:33:00 main:581] : INFO : Epoch 1889 | loss: 0.0310289 | val_loss: 0.0310935 | Time: 2454.3 ms [2022-04-23 20:33:02 main:581] : INFO : Epoch 1890 | loss: 0.0310213 | val_loss: 0.031095 | Time: 2451.75 ms [2022-04-23 20:33:05 main:581] : INFO : Epoch 1891 | loss: 0.0310173 | val_loss: 0.0310995 | Time: 2451.32 ms [2022-04-23 20:33:07 main:581] : INFO : Epoch 1892 | loss: 0.0310172 | val_loss: 0.031102 | Time: 2450.08 ms [2022-04-23 20:33:10 main:581] : INFO : Epoch 1893 | loss: 0.0310179 | val_loss: 0.0310974 | Time: 2451.43 ms [2022-04-23 20:33:12 main:581] : INFO : Epoch 1894 | loss: 0.0310221 | val_loss: 0.0310968 | Time: 2451.76 ms [2022-04-23 20:33:14 main:581] : INFO : Epoch 1895 | loss: 0.0310246 | val_loss: 0.0311035 | Time: 2451.07 ms [2022-04-23 20:33:17 main:581] : INFO : Epoch 1896 | loss: 0.0310259 | val_loss: 0.0310978 | Time: 2451.71 ms [2022-04-23 20:33:19 main:581] : INFO : Epoch 1897 | loss: 0.0310242 | val_loss: 0.0311089 | Time: 2451.06 ms [2022-04-23 20:33:22 main:581] : INFO : Epoch 1898 | loss: 0.0310254 | val_loss: 0.0310944 | Time: 2453.02 ms [2022-04-23 20:33:24 main:581] : INFO : Epoch 1899 | loss: 0.0310162 | val_loss: 0.0311021 | Time: 2451.19 ms [2022-04-23 20:33:27 main:581] : INFO : Epoch 1900 | loss: 0.03102 | val_loss: 0.0310889 | Time: 2451.76 ms [2022-04-23 20:33:29 main:581] : INFO : Epoch 1901 | loss: 0.0310205 | val_loss: 0.031104 | Time: 2451.2 ms [2022-04-23 20:33:32 main:581] : INFO : Epoch 1902 | loss: 0.0310171 | val_loss: 0.0310952 | Time: 2449.77 ms [2022-04-23 20:33:34 main:581] : INFO : Epoch 1903 | loss: 0.0310163 | val_loss: 0.0310919 | Time: 2453.54 ms [2022-04-23 20:33:37 main:581] : INFO : Epoch 1904 | loss: 0.0310127 | val_loss: 0.0310989 | Time: 2453.79 ms [2022-04-23 20:33:39 main:581] : INFO : Epoch 1905 | loss: 0.0310125 | val_loss: 0.0310905 | Time: 2450.62 ms [2022-04-23 20:33:41 main:581] : INFO : Epoch 1906 | loss: 0.0310119 | val_loss: 0.0311016 | Time: 2452.46 ms [2022-04-23 20:33:44 main:581] : INFO : Epoch 1907 | loss: 0.031013 | val_loss: 0.0310926 | Time: 2448.93 ms [2022-04-23 20:33:46 main:581] : INFO : Epoch 1908 | loss: 0.0310177 | val_loss: 0.0311104 | Time: 2450.79 ms [2022-04-23 20:33:49 main:581] : INFO : Epoch 1909 | loss: 0.0310175 | val_loss: 0.0310942 | Time: 2451.35 ms [2022-04-23 20:33:51 main:581] : INFO : Epoch 1910 | loss: 0.0310206 | val_loss: 0.0310984 | Time: 2450.53 ms [2022-04-23 20:33:54 main:581] : INFO : Epoch 1911 | loss: 0.0310212 | val_loss: 0.0311091 | Time: 2451.69 ms [2022-04-23 20:33:56 main:581] : INFO : Epoch 1912 | loss: 0.0310201 | val_loss: 0.0310935 | Time: 2449.87 ms [2022-04-23 20:33:59 main:581] : INFO : Epoch 1913 | loss: 0.0310181 | val_loss: 0.0311045 | Time: 2452.64 ms [2022-04-23 20:34:01 main:581] : INFO : Epoch 1914 | loss: 0.0310276 | val_loss: 0.0310895 | Time: 2451.49 ms [2022-04-23 20:34:03 main:581] : INFO : Epoch 1915 | loss: 0.0310215 | val_loss: 0.0310954 | Time: 2452.3 ms [2022-04-23 20:34:06 main:581] : INFO : Epoch 1916 | loss: 0.0310155 | val_loss: 0.031098 | Time: 2450.95 ms [2022-04-23 20:34:08 main:581] : INFO : Epoch 1917 | loss: 0.031016 | val_loss: 0.0310913 | Time: 2448.29 ms [2022-04-23 20:34:11 main:581] : INFO : Epoch 1918 | loss: 0.0310125 | val_loss: 0.0310942 | Time: 2450.5 ms [2022-04-23 20:34:13 main:581] : INFO : Epoch 1919 | loss: 0.031011 | val_loss: 0.0310913 | Time: 2452.22 ms [2022-04-23 20:34:16 main:581] : INFO : Epoch 1920 | loss: 0.0310121 | val_loss: 0.0310983 | Time: 2452.17 ms [2022-04-23 20:34:18 main:581] : INFO : Epoch 1921 | loss: 0.0310096 | val_loss: 0.0310939 | Time: 2453.63 ms [2022-04-23 20:34:21 main:581] : INFO : Epoch 1922 | loss: 0.0310059 | val_loss: 0.0310975 | Time: 2450.33 ms [2022-04-23 20:34:23 main:581] : INFO : Epoch 1923 | loss: 0.0310044 | val_loss: 0.0311049 | Time: 2450.49 ms [2022-04-23 20:34:26 main:581] : INFO : Epoch 1924 | loss: 0.0310109 | val_loss: 0.0310986 | Time: 2452.23 ms [2022-04-23 20:34:28 main:581] : INFO : Epoch 1925 | loss: 0.0310174 | val_loss: 0.0310872 | Time: 2451.36 ms [2022-04-23 20:34:30 main:581] : INFO : Epoch 1926 | loss: 0.0310176 | val_loss: 0.0311023 | Time: 2451.32 ms [2022-04-23 20:34:33 main:581] : INFO : Epoch 1927 | loss: 0.0310099 | val_loss: 0.0310949 | Time: 2450.36 ms [2022-04-23 20:34:35 main:581] : INFO : Epoch 1928 | loss: 0.0310144 | val_loss: 0.031096 | Time: 2450.55 ms [2022-04-23 20:34:38 main:581] : INFO : Epoch 1929 | loss: 0.0310064 | val_loss: 0.0311025 | Time: 2451.44 ms [2022-04-23 20:34:40 main:581] : INFO : Epoch 1930 | loss: 0.0310196 | val_loss: 0.0310987 | Time: 2452.71 ms [2022-04-23 20:34:43 main:581] : INFO : Epoch 1931 | loss: 0.0310358 | val_loss: 0.0310969 | Time: 2450.73 ms [2022-04-23 20:34:45 main:581] : INFO : Epoch 1932 | loss: 0.0310655 | val_loss: 0.031098 | Time: 2451.97 ms [2022-04-23 20:34:48 main:581] : INFO : Epoch 1933 | loss: 0.0310539 | val_loss: 0.0310911 | Time: 2451.06 ms [2022-04-23 20:34:50 main:581] : INFO : Epoch 1934 | loss: 0.0310479 | val_loss: 0.0310878 | Time: 2453.53 ms [2022-04-23 20:34:53 main:581] : INFO : Epoch 1935 | loss: 0.0310389 | val_loss: 0.0310963 | Time: 2450.4 ms [2022-04-23 20:34:55 main:581] : INFO : Epoch 1936 | loss: 0.0310372 | val_loss: 0.0310887 | Time: 2452.99 ms [2022-04-23 20:34:57 main:581] : INFO : Epoch 1937 | loss: 0.0310326 | val_loss: 0.0310927 | Time: 2450.58 ms [2022-04-23 20:35:00 main:581] : INFO : Epoch 1938 | loss: 0.0310272 | val_loss: 0.0311003 | Time: 2453.56 ms [2022-04-23 20:35:02 main:581] : INFO : Epoch 1939 | loss: 0.0310263 | val_loss: 0.031092 | Time: 2452.3 ms [2022-04-23 20:35:05 main:581] : INFO : Epoch 1940 | loss: 0.0310274 | val_loss: 0.0310999 | Time: 2450.93 ms [2022-04-23 20:35:07 main:581] : INFO : Epoch 1941 | loss: 0.0310239 | val_loss: 0.0310862 | Time: 2451.99 ms [2022-04-23 20:35:10 main:581] : INFO : Epoch 1942 | loss: 0.0310274 | val_loss: 0.0310997 | Time: 2451.07 ms [2022-04-23 20:35:12 main:581] : INFO : Epoch 1943 | loss: 0.0310267 | val_loss: 0.031105 | Time: 2450.94 ms [2022-04-23 20:35:15 main:581] : INFO : Epoch 1944 | loss: 0.0310211 | val_loss: 0.0310985 | Time: 2454.17 ms [2022-04-23 20:35:17 main:581] : INFO : Epoch 1945 | loss: 0.0310165 | val_loss: 0.031095 | Time: 2449.51 ms [2022-04-23 20:35:19 main:581] : INFO : Epoch 1946 | loss: 0.0310141 | val_loss: 0.0311009 | Time: 2450.17 ms [2022-04-23 20:35:22 main:581] : INFO : Epoch 1947 | loss: 0.0310127 | val_loss: 0.0311073 | Time: 2450.05 ms [2022-04-23 20:35:24 main:581] : INFO : Epoch 1948 | loss: 0.0310327 | val_loss: 0.031092 | Time: 2453.82 ms [2022-04-23 20:35:27 main:581] : INFO : Epoch 1949 | loss: 0.0310398 | val_loss: 0.0310949 | Time: 2453.2 ms [2022-04-23 20:35:29 main:581] : INFO : Epoch 1950 | loss: 0.031034 | val_loss: 0.0310947 | Time: 2451.96 ms [2022-04-23 20:35:32 main:581] : INFO : Epoch 1951 | loss: 0.0310313 | val_loss: 0.0310974 | Time: 2453.49 ms [2022-04-23 20:35:34 main:581] : INFO : Epoch 1952 | loss: 0.0310351 | val_loss: 0.0310933 | Time: 2451.43 ms [2022-04-23 20:35:37 main:581] : INFO : Epoch 1953 | loss: 0.0310398 | val_loss: 0.0311004 | Time: 2451.41 ms [2022-04-23 20:35:39 main:581] : INFO : Epoch 1954 | loss: 0.0310373 | val_loss: 0.0310917 | Time: 2449.99 ms [2022-04-23 20:35:42 main:581] : INFO : Epoch 1955 | loss: 0.031028 | val_loss: 0.0310932 | Time: 2454.06 ms [2022-04-23 20:35:44 main:581] : INFO : Epoch 1956 | loss: 0.0310234 | val_loss: 0.0310921 | Time: 2452.09 ms [2022-04-23 20:35:46 main:581] : INFO : Epoch 1957 | loss: 0.031026 | val_loss: 0.0311043 | Time: 2450.1 ms [2022-04-23 20:35:49 main:581] : INFO : Epoch 1958 | loss: 0.0310264 | val_loss: 0.0310954 | Time: 2450.37 ms [2022-04-23 20:35:51 main:581] : INFO : Epoch 1959 | loss: 0.0310245 | val_loss: 0.0311009 | Time: 2451.07 ms [2022-04-23 20:35:54 main:581] : INFO : Epoch 1960 | loss: 0.0310222 | val_loss: 0.0310935 | Time: 2451.83 ms [2022-04-23 20:35:56 main:581] : INFO : Epoch 1961 | loss: 0.0310179 | val_loss: 0.0310992 | Time: 2451.52 ms [2022-04-23 20:35:59 main:581] : INFO : Epoch 1962 | loss: 0.0310158 | val_loss: 0.0311015 | Time: 2452.49 ms [2022-04-23 20:36:01 main:581] : INFO : Epoch 1963 | loss: 0.0310193 | val_loss: 0.031096 | Time: 2454.11 ms [2022-04-23 20:36:04 main:581] : INFO : Epoch 1964 | loss: 0.0310224 | val_loss: 0.0311051 | Time: 2452.85 ms [2022-04-23 20:36:06 main:581] : INFO : Epoch 1965 | loss: 0.0310263 | val_loss: 0.0310993 | Time: 2450.81 ms [2022-04-23 20:36:09 main:581] : INFO : Epoch 1966 | loss: 0.0310234 | val_loss: 0.0311054 | Time: 2451.06 ms [2022-04-23 20:36:11 main:581] : INFO : Epoch 1967 | loss: 0.0310191 | val_loss: 0.0311034 | Time: 2452.09 ms [2022-04-23 20:36:13 main:581] : INFO : Epoch 1968 | loss: 0.0310131 | val_loss: 0.0311057 | Time: 2453.61 ms [2022-04-23 20:36:16 main:581] : INFO : Epoch 1969 | loss: 0.0310128 | val_loss: 0.0310948 | Time: 2450.29 ms [2022-04-23 20:36:18 main:581] : INFO : Epoch 1970 | loss: 0.0310198 | val_loss: 0.0311085 | Time: 2453.07 ms [2022-04-23 20:36:21 main:581] : INFO : Epoch 1971 | loss: 0.0310216 | val_loss: 0.0310985 | Time: 2453.12 ms [2022-04-23 20:36:23 main:581] : INFO : Epoch 1972 | loss: 0.031022 | val_loss: 0.0310953 | Time: 2451.9 ms [2022-04-23 20:36:26 main:581] : INFO : Epoch 1973 | loss: 0.0310256 | val_loss: 0.0310933 | Time: 2451.66 ms [2022-04-23 20:36:28 main:581] : INFO : Epoch 1974 | loss: 0.0310173 | val_loss: 0.0310981 | Time: 2452.72 ms [2022-04-23 20:36:31 main:581] : INFO : Epoch 1975 | loss: 0.0310159 | val_loss: 0.0310873 | Time: 2451.25 ms [2022-04-23 20:36:33 main:581] : INFO : Epoch 1976 | loss: 0.0310231 | val_loss: 0.0310921 | Time: 2452.8 ms [2022-04-23 20:36:36 main:581] : INFO : Epoch 1977 | loss: 0.0310357 | val_loss: 0.0310928 | Time: 2450.6 ms [2022-04-23 20:36:38 main:581] : INFO : Epoch 1978 | loss: 0.0310503 | val_loss: 0.0311014 | Time: 2452.98 ms [2022-04-23 20:36:40 main:581] : INFO : Epoch 1979 | loss: 0.0310533 | val_loss: 0.0310978 | Time: 2451 ms [2022-04-23 20:36:43 main:581] : INFO : Epoch 1980 | loss: 0.031035 | val_loss: 0.0311027 | Time: 2451.8 ms [2022-04-23 20:36:45 main:581] : INFO : Epoch 1981 | loss: 0.031028 | val_loss: 0.031107 | Time: 2448.69 ms [2022-04-23 20:36:48 main:581] : INFO : Epoch 1982 | loss: 0.0310322 | val_loss: 0.0310976 | Time: 2452.32 ms [2022-04-23 20:36:50 main:581] : INFO : Epoch 1983 | loss: 0.0310377 | val_loss: 0.0310978 | Time: 2456.25 ms [2022-04-23 20:36:53 main:581] : INFO : Epoch 1984 | loss: 0.0310258 | val_loss: 0.0311043 | Time: 2450.1 ms [2022-04-23 20:36:55 main:581] : INFO : Epoch 1985 | loss: 0.0310203 | val_loss: 0.0310962 | Time: 2452.65 ms [2022-04-23 20:36:58 main:581] : INFO : Epoch 1986 | loss: 0.0310183 | val_loss: 0.0310953 | Time: 2451 ms [2022-04-23 20:37:00 main:581] : INFO : Epoch 1987 | loss: 0.0310203 | val_loss: 0.0310952 | Time: 2452.1 ms [2022-04-23 20:37:02 main:581] : INFO : Epoch 1988 | loss: 0.0310268 | val_loss: 0.0310992 | Time: 2450.63 ms [2022-04-23 20:37:05 main:581] : INFO : Epoch 1989 | loss: 0.031029 | val_loss: 0.0311068 | Time: 2454.37 ms [2022-04-23 20:37:07 main:581] : INFO : Epoch 1990 | loss: 0.0310211 | val_loss: 0.0311012 | Time: 2451.6 ms [2022-04-23 20:37:10 main:581] : INFO : Epoch 1991 | loss: 0.031021 | val_loss: 0.031108 | Time: 2453.74 ms [2022-04-23 20:37:12 main:581] : INFO : Epoch 1992 | loss: 0.0310257 | val_loss: 0.0311121 | Time: 2451.82 ms [2022-04-23 20:37:15 main:581] : INFO : Epoch 1993 | loss: 0.0310213 | val_loss: 0.0311042 | Time: 2450.57 ms [2022-04-23 20:37:17 main:581] : INFO : Epoch 1994 | loss: 0.0310176 | val_loss: 0.0311062 | Time: 2452.72 ms [2022-04-23 20:37:20 main:581] : INFO : Epoch 1995 | loss: 0.0310197 | val_loss: 0.031109 | Time: 2452.55 ms [2022-04-23 20:37:22 main:581] : INFO : Epoch 1996 | loss: 0.0310216 | val_loss: 0.0311061 | Time: 2451.85 ms [2022-04-23 20:37:25 main:581] : INFO : Epoch 1997 | loss: 0.0310212 | val_loss: 0.0311116 | Time: 2452.1 ms [2022-04-23 20:37:27 main:581] : INFO : Epoch 1998 | loss: 0.0310177 | val_loss: 0.0310993 | Time: 2451.52 ms [2022-04-23 20:37:29 main:581] : INFO : Epoch 1999 | loss: 0.0310131 | val_loss: 0.0311068 | Time: 2452.96 ms [2022-04-23 20:37:32 main:581] : INFO : Epoch 2000 | loss: 0.0310123 | val_loss: 0.0311077 | Time: 2450.87 ms [2022-04-23 20:37:34 main:581] : INFO : Epoch 2001 | loss: 0.0310176 | val_loss: 0.0310996 | Time: 2450.86 ms [2022-04-23 20:37:37 main:581] : INFO : Epoch 2002 | loss: 0.0310175 | val_loss: 0.0311126 | Time: 2452.11 ms [2022-04-23 20:37:39 main:581] : INFO : Epoch 2003 | loss: 0.0310161 | val_loss: 0.0311009 | Time: 2451.81 ms [2022-04-23 20:37:42 main:581] : INFO : Epoch 2004 | loss: 0.0310167 | val_loss: 0.0311005 | Time: 2452.03 ms [2022-04-23 20:37:44 main:581] : INFO : Epoch 2005 | loss: 0.0310249 | val_loss: 0.0310959 | Time: 2452.97 ms [2022-04-23 20:37:47 main:581] : INFO : Epoch 2006 | loss: 0.0310214 | val_loss: 0.0310982 | Time: 2451.86 ms [2022-04-23 20:37:49 main:581] : INFO : Epoch 2007 | loss: 0.0310221 | val_loss: 0.031095 | Time: 2451.76 ms [2022-04-23 20:37:52 main:581] : INFO : Epoch 2008 | loss: 0.0310235 | val_loss: 0.0310993 | Time: 2450.8 ms [2022-04-23 20:37:54 main:581] : INFO : Epoch 2009 | loss: 0.0310143 | val_loss: 0.0311013 | Time: 2452.74 ms [2022-04-23 20:37:56 main:581] : INFO : Epoch 2010 | loss: 0.0310137 | val_loss: 0.0311069 | Time: 2451.11 ms [2022-04-23 20:37:59 main:581] : INFO : Epoch 2011 | loss: 0.0310247 | val_loss: 0.0310984 | Time: 2452.63 ms [2022-04-23 20:38:01 main:581] : INFO : Epoch 2012 | loss: 0.0310203 | val_loss: 0.0311227 | Time: 2456.57 ms [2022-04-23 20:38:04 main:581] : INFO : Epoch 2013 | loss: 0.031026 | val_loss: 0.0310964 | Time: 2445.46 ms [2022-04-23 20:38:06 main:581] : INFO : Epoch 2014 | loss: 0.0310217 | val_loss: 0.0311022 | Time: 2453.49 ms [2022-04-23 20:38:09 main:581] : INFO : Epoch 2015 | loss: 0.0310163 | val_loss: 0.0310981 | Time: 2450.91 ms [2022-04-23 20:38:11 main:581] : INFO : Epoch 2016 | loss: 0.0310171 | val_loss: 0.0311148 | Time: 2451.65 ms [2022-04-23 20:38:14 main:581] : INFO : Epoch 2017 | loss: 0.0310281 | val_loss: 0.0310995 | Time: 2450.45 ms [2022-04-23 20:38:16 main:581] : INFO : Epoch 2018 | loss: 0.0310397 | val_loss: 0.0311139 | Time: 2453.08 ms [2022-04-23 20:38:19 main:581] : INFO : Epoch 2019 | loss: 0.031035 | val_loss: 0.0310932 | Time: 2451.1 ms [2022-04-23 20:38:21 main:581] : INFO : Epoch 2020 | loss: 0.0310267 | val_loss: 0.031098 | Time: 2453.06 ms [2022-04-23 20:38:23 main:581] : INFO : Epoch 2021 | loss: 0.0310283 | val_loss: 0.0310987 | Time: 2455.35 ms [2022-04-23 20:38:26 main:581] : INFO : Epoch 2022 | loss: 0.0310224 | val_loss: 0.0311025 | Time: 2451.63 ms [2022-04-23 20:38:28 main:581] : INFO : Epoch 2023 | loss: 0.0310216 | val_loss: 0.0310942 | Time: 2452.8 ms [2022-04-23 20:38:31 main:581] : INFO : Epoch 2024 | loss: 0.0310367 | val_loss: 0.0311054 | Time: 2451.08 ms [2022-04-23 20:38:33 main:581] : INFO : Epoch 2025 | loss: 0.0310298 | val_loss: 0.0310918 | Time: 2452.51 ms [2022-04-23 20:38:36 main:581] : INFO : Epoch 2026 | loss: 0.0310281 | val_loss: 0.0311143 | Time: 2451.31 ms [2022-04-23 20:38:38 main:581] : INFO : Epoch 2027 | loss: 0.031028 | val_loss: 0.0310969 | Time: 2450.6 ms [2022-04-23 20:38:41 main:581] : INFO : Epoch 2028 | loss: 0.0310387 | val_loss: 0.0311232 | Time: 2452.07 ms [2022-04-23 20:38:43 main:581] : INFO : Epoch 2029 | loss: 0.0311264 | val_loss: 0.0316746 | Time: 2452.28 ms [2022-04-23 20:38:45 main:581] : INFO : Epoch 2030 | loss: 0.031286 | val_loss: 0.0311915 | Time: 2450.81 ms [2022-04-23 20:38:48 main:581] : INFO : Epoch 2031 | loss: 0.0310637 | val_loss: 0.031127 | Time: 2451.64 ms [2022-04-23 20:38:50 main:581] : INFO : Epoch 2032 | loss: 0.0310299 | val_loss: 0.031103 | Time: 2448.96 ms [2022-04-23 20:38:53 main:581] : INFO : Epoch 2033 | loss: 0.0310339 | val_loss: 0.0311035 | Time: 2451.56 ms [2022-04-23 20:38:55 main:581] : INFO : Epoch 2034 | loss: 0.0310259 | val_loss: 0.031102 | Time: 2452.6 ms [2022-04-23 20:38:58 main:581] : INFO : Epoch 2035 | loss: 0.0310229 | val_loss: 0.0310978 | Time: 2450.66 ms [2022-04-23 20:39:00 main:581] : INFO : Epoch 2036 | loss: 0.0310215 | val_loss: 0.0310941 | Time: 2453.58 ms [2022-04-23 20:39:03 main:581] : INFO : Epoch 2037 | loss: 0.0310152 | val_loss: 0.0310985 | Time: 2450.37 ms [2022-04-23 20:39:05 main:581] : INFO : Epoch 2038 | loss: 0.0310112 | val_loss: 0.0311163 | Time: 2450.38 ms [2022-04-23 20:39:08 main:581] : INFO : Epoch 2039 | loss: 0.0310382 | val_loss: 0.0310962 | Time: 2450.02 ms [2022-04-23 20:39:10 main:581] : INFO : Epoch 2040 | loss: 0.0310327 | val_loss: 0.0311069 | Time: 2451.16 ms [2022-04-23 20:39:12 main:581] : INFO : Epoch 2041 | loss: 0.0310265 | val_loss: 0.031101 | Time: 2449.6 ms [2022-04-23 20:39:15 main:581] : INFO : Epoch 2042 | loss: 0.031021 | val_loss: 0.0310971 | Time: 2450.13 ms [2022-04-23 20:39:17 main:581] : INFO : Epoch 2043 | loss: 0.0310183 | val_loss: 0.0311059 | Time: 2451.62 ms [2022-04-23 20:39:20 main:581] : INFO : Epoch 2044 | loss: 0.0310162 | val_loss: 0.0311043 | Time: 2451.5 ms [2022-04-23 20:39:22 main:581] : INFO : Epoch 2045 | loss: 0.0310117 | val_loss: 0.0311002 | Time: 2452.41 ms [2022-04-23 20:39:25 main:581] : INFO : Epoch 2046 | loss: 0.0310101 | val_loss: 0.0311137 | Time: 2450.77 ms [2022-04-23 20:39:27 main:581] : INFO : Epoch 2047 | loss: 0.0310083 | val_loss: 0.0311051 | Time: 2452.01 ms [2022-04-23 20:39:30 main:581] : INFO : Epoch 2048 | loss: 0.0310125 | val_loss: 0.0311047 | Time: 2452.24 ms [2022-04-23 20:39:30 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311047 [2022-04-23 20:39:30 main:610] : INFO : Saving end state to config to file [2022-04-23 20:39:30 main:615] : INFO : Success, exiting.. 20:39:30 (256556): 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)