Task 14624310
| Name | ParityModified-1647049121-19500-3-0_1 |
| Workunit | 11352729 |
| 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 | 21 Apr 2022, 15:37:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 25 min 21 sec |
| CPU time | 1 hours 25 min 3 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 | 10.46 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.031114 | val_loss: 0.0311212 | Time: 2481.8 ms [2022-04-21 09:15:39 main:581] : INFO : Epoch 1539 | loss: 0.0311152 | val_loss: 0.0311238 | Time: 2483.13 ms [2022-04-21 09:15:41 main:581] : INFO : Epoch 1540 | loss: 0.0311126 | val_loss: 0.0311243 | Time: 2482.85 ms [2022-04-21 09:15:44 main:581] : INFO : Epoch 1541 | loss: 0.0311118 | val_loss: 0.0311213 | Time: 2481.54 ms [2022-04-21 09:15:46 main:581] : INFO : Epoch 1542 | loss: 0.0311171 | val_loss: 0.0311258 | Time: 2483.27 ms [2022-04-21 09:15:49 main:581] : INFO : Epoch 1543 | loss: 0.031119 | val_loss: 0.0311242 | Time: 2483.72 ms [2022-04-21 09:15:51 main:581] : INFO : Epoch 1544 | loss: 0.0311267 | val_loss: 0.0311296 | Time: 2482.82 ms [2022-04-21 09:15:54 main:581] : INFO : Epoch 1545 | loss: 0.0311345 | val_loss: 0.0311289 | Time: 2483.06 ms [2022-04-21 09:15:56 main:581] : INFO : Epoch 1546 | loss: 0.0311294 | val_loss: 0.0311276 | Time: 2481.7 ms [2022-04-21 09:15:59 main:581] : INFO : Epoch 1547 | loss: 0.0311243 | val_loss: 0.0311285 | Time: 2486.06 ms [2022-04-21 09:16:01 main:581] : INFO : Epoch 1548 | loss: 0.0311221 | val_loss: 0.0311277 | Time: 2486.12 ms [2022-04-21 09:16:04 main:581] : INFO : Epoch 1549 | loss: 0.0311294 | val_loss: 0.0311339 | Time: 2482.76 ms [2022-04-21 09:16:06 main:581] : INFO : Epoch 1550 | loss: 0.0311287 | val_loss: 0.0311291 | Time: 2480.08 ms [2022-04-21 09:16:09 main:581] : INFO : Epoch 1551 | loss: 0.0311269 | val_loss: 0.0311302 | Time: 2484.78 ms [2022-04-21 09:16:11 main:581] : INFO : Epoch 1552 | loss: 0.0311252 | val_loss: 0.0311273 | Time: 2489.61 ms [2022-04-21 09:16:14 main:581] : INFO : Epoch 1553 | loss: 0.0311248 | val_loss: 0.0311262 | Time: 2485.55 ms [2022-04-21 09:16:16 main:581] : INFO : Epoch 1554 | loss: 0.0311219 | val_loss: 0.0311287 | Time: 2482.7 ms [2022-04-21 09:16:19 main:581] : INFO : Epoch 1555 | loss: 0.0311204 | val_loss: 0.0311196 | Time: 2480.87 ms [2022-04-21 09:16:21 main:581] : INFO : Epoch 1556 | loss: 0.0311169 | val_loss: 0.031121 | Time: 2483.73 ms [2022-04-21 09:16:24 main:581] : INFO : Epoch 1557 | loss: 0.0311162 | val_loss: 0.0311222 | Time: 2480.07 ms [2022-04-21 09:16:26 main:581] : INFO : Epoch 1558 | loss: 0.0311168 | val_loss: 0.0311194 | Time: 2482.61 ms [2022-04-21 09:16:29 main:581] : INFO : Epoch 1559 | loss: 0.0311165 | val_loss: 0.0311195 | Time: 2482.48 ms [2022-04-21 09:16:31 main:581] : INFO : Epoch 1560 | loss: 0.0311151 | val_loss: 0.0311184 | Time: 2483.27 ms [2022-04-21 09:16:34 main:581] : INFO : Epoch 1561 | loss: 0.0311132 | val_loss: 0.0311176 | Time: 2481.14 ms [2022-04-21 09:16:36 main:581] : INFO : Epoch 1562 | loss: 0.031116 | val_loss: 0.0311194 | Time: 2480.79 ms [2022-04-21 09:16:38 main:581] : INFO : Epoch 1563 | loss: 0.0311161 | val_loss: 0.031119 | Time: 2484.18 ms [2022-04-21 09:16:41 main:581] : INFO : Epoch 1564 | loss: 0.0311145 | val_loss: 0.0311189 | Time: 2482.44 ms [2022-04-21 09:16:43 main:581] : INFO : Epoch 1565 | loss: 0.031114 | val_loss: 0.0311183 | Time: 2483.36 ms [2022-04-21 09:16:46 main:581] : INFO : Epoch 1566 | loss: 0.0311136 | val_loss: 0.0311174 | Time: 2481.72 ms [2022-04-21 09:16:48 main:581] : INFO : Epoch 1567 | loss: 0.0311132 | val_loss: 0.0311218 | Time: 2480.11 ms [2022-04-21 09:16:51 main:581] : INFO : Epoch 1568 | loss: 0.0311162 | val_loss: 0.0311248 | Time: 2482.8 ms [2022-04-21 09:16:53 main:581] : INFO : Epoch 1569 | loss: 0.0311145 | val_loss: 0.0311195 | Time: 2482.62 ms [2022-04-21 09:16:56 main:581] : INFO : Epoch 1570 | loss: 0.0311189 | val_loss: 0.0311283 | Time: 2479.73 ms [2022-04-21 09:16:58 main:581] : INFO : Epoch 1571 | loss: 0.0311235 | val_loss: 0.0311228 | Time: 2482.08 ms [2022-04-21 09:17:01 main:581] : INFO : Epoch 1572 | loss: 0.0311171 | val_loss: 0.0311188 | Time: 2483.58 ms [2022-04-21 09:17:03 main:581] : INFO : Epoch 1573 | loss: 0.0311165 | val_loss: 0.0311205 | Time: 2484.8 ms [2022-04-21 09:17:06 main:581] : INFO : Epoch 1574 | loss: 0.031114 | val_loss: 0.0311203 | Time: 2485.18 ms [2022-04-21 09:17:08 main:581] : INFO : Epoch 1575 | loss: 0.0311159 | val_loss: 0.0311228 | Time: 2487.35 ms [2022-04-21 09:17:11 main:581] : INFO : Epoch 1576 | loss: 0.0311155 | val_loss: 0.0311188 | Time: 2483.01 ms [2022-04-21 09:17:13 main:581] : INFO : Epoch 1577 | loss: 0.0311134 | val_loss: 0.0311193 | Time: 2484.8 ms [2022-04-21 09:17:16 main:581] : INFO : Epoch 1578 | loss: 0.0311127 | val_loss: 0.0311206 | Time: 2481.67 ms [2022-04-21 09:17:18 main:581] : INFO : Epoch 1579 | loss: 0.0311122 | val_loss: 0.0311235 | Time: 2485.28 ms [2022-04-21 09:17:21 main:581] : INFO : Epoch 1580 | loss: 0.0311142 | val_loss: 0.0311219 | Time: 2483.17 ms [2022-04-21 09:17:23 main:581] : INFO : Epoch 1581 | loss: 0.0311138 | val_loss: 0.0311192 | Time: 2482.22 ms [2022-04-21 09:17:26 main:581] : INFO : Epoch 1582 | loss: 0.0311114 | val_loss: 0.0311206 | Time: 2483.45 ms [2022-04-21 09:17:28 main:581] : INFO : Epoch 1583 | loss: 0.0311164 | val_loss: 0.0311205 | Time: 2483.15 ms [2022-04-21 09:17:31 main:581] : INFO : Epoch 1584 | loss: 0.0311171 | val_loss: 0.0311247 | Time: 2481.91 ms [2022-04-21 09:17:33 main:581] : INFO : Epoch 1585 | loss: 0.0311161 | val_loss: 0.0311202 | Time: 2484.36 ms [2022-04-21 09:17:36 main:581] : INFO : Epoch 1586 | loss: 0.0311154 | val_loss: 0.0311209 | Time: 2482.34 ms [2022-04-21 09:17:38 main:581] : INFO : Epoch 1587 | loss: 0.0311138 | val_loss: 0.0311163 | Time: 2484.66 ms [2022-04-21 09:17:41 main:581] : INFO : Epoch 1588 | loss: 0.0311133 | val_loss: 0.0311203 | Time: 2483.87 ms [2022-04-21 09:17:43 main:581] : INFO : Epoch 1589 | loss: 0.0311123 | val_loss: 0.0311158 | Time: 2484.5 ms [2022-04-21 09:17:46 main:581] : INFO : Epoch 1590 | loss: 0.0311102 | val_loss: 0.0311205 | Time: 2485.12 ms [2022-04-21 09:17:48 main:581] : INFO : Epoch 1591 | loss: 0.0311191 | val_loss: 0.0311265 | Time: 2482.15 ms [2022-04-21 09:17:51 main:581] : INFO : Epoch 1592 | loss: 0.0311199 | val_loss: 0.0311289 | Time: 2481.87 ms [2022-04-21 09:17:53 main:581] : INFO : Epoch 1593 | loss: 0.0311193 | val_loss: 0.0311241 | Time: 2483.24 ms [2022-04-21 09:17:55 main:581] : INFO : Epoch 1594 | loss: 0.0311149 | val_loss: 0.03112 | Time: 2481.83 ms [2022-04-21 09:17:58 main:581] : INFO : Epoch 1595 | loss: 0.0311132 | val_loss: 0.0311192 | Time: 2482.05 ms [2022-04-21 09:18:00 main:581] : INFO : Epoch 1596 | loss: 0.031113 | val_loss: 0.031118 | Time: 2486.83 ms [2022-04-21 09:18:03 main:581] : INFO : Epoch 1597 | loss: 0.0311106 | val_loss: 0.0311183 | Time: 2487.37 ms [2022-04-21 09:18:05 main:581] : INFO : Epoch 1598 | loss: 0.0311094 | val_loss: 0.0311177 | Time: 2484.77 ms [2022-04-21 09:18:08 main:581] : INFO : Epoch 1599 | loss: 0.0311137 | val_loss: 0.0311225 | Time: 2481.15 ms [2022-04-21 09:18:10 main:581] : INFO : Epoch 1600 | loss: 0.0311125 | val_loss: 0.0311183 | Time: 2484.34 ms [2022-04-21 09:18:13 main:581] : INFO : Epoch 1601 | loss: 0.0311102 | val_loss: 0.0311184 | Time: 2485.84 ms [2022-04-21 09:18:15 main:581] : INFO : Epoch 1602 | loss: 0.03111 | val_loss: 0.0311207 | Time: 2481.34 ms [2022-04-21 09:18:18 main:581] : INFO : Epoch 1603 | loss: 0.0311118 | val_loss: 0.0311227 | Time: 2486.97 ms [2022-04-21 09:18:20 main:581] : INFO : Epoch 1604 | loss: 0.0311133 | val_loss: 0.0311287 | Time: 2484.13 ms [2022-04-21 09:18:23 main:581] : INFO : Epoch 1605 | loss: 0.0311163 | val_loss: 0.0311208 | Time: 2485.58 ms [2022-04-21 09:18:25 main:581] : INFO : Epoch 1606 | loss: 0.0311098 | val_loss: 0.0311176 | Time: 2484.56 ms [2022-04-21 09:18:28 main:581] : INFO : Epoch 1607 | loss: 0.0311117 | val_loss: 0.0311164 | Time: 2483.65 ms [2022-04-21 09:18:30 main:581] : INFO : Epoch 1608 | loss: 0.0311114 | val_loss: 0.0311172 | Time: 2484.63 ms [2022-04-21 09:18:33 main:581] : INFO : Epoch 1609 | loss: 0.0311121 | val_loss: 0.0311173 | Time: 2482.91 ms [2022-04-21 09:18:35 main:581] : INFO : Epoch 1610 | loss: 0.0311101 | val_loss: 0.0311193 | Time: 2484.9 ms [2022-04-21 09:18:38 main:581] : INFO : Epoch 1611 | loss: 0.0311108 | val_loss: 0.0311169 | Time: 2483.02 ms [2022-04-21 09:18:40 main:581] : INFO : Epoch 1612 | loss: 0.0311084 | val_loss: 0.031119 | Time: 2483.51 ms [2022-04-21 09:18:43 main:581] : INFO : Epoch 1613 | loss: 0.0311106 | val_loss: 0.0311148 | Time: 2486.78 ms [2022-04-21 09:18:45 main:581] : INFO : Epoch 1614 | loss: 0.0311189 | val_loss: 0.031124 | Time: 2484.61 ms [2022-04-21 09:18:48 main:581] : INFO : Epoch 1615 | loss: 0.0311228 | val_loss: 0.0311272 | Time: 2484.95 ms [2022-04-21 09:18:50 main:581] : INFO : Epoch 1616 | loss: 0.0311198 | val_loss: 0.0311195 | Time: 2481.07 ms [2022-04-21 09:18:53 main:581] : INFO : Epoch 1617 | loss: 0.0311166 | val_loss: 0.0311169 | Time: 2486.88 ms [2022-04-21 09:18:55 main:581] : INFO : Epoch 1618 | loss: 0.0311141 | val_loss: 0.0311183 | Time: 2484.17 ms [2022-04-21 09:18:58 main:581] : INFO : Epoch 1619 | loss: 0.0311142 | val_loss: 0.0311162 | Time: 2482.32 ms [2022-04-21 09:19:00 main:581] : INFO : Epoch 1620 | loss: 0.0311119 | val_loss: 0.0311172 | Time: 2491.12 ms [2022-04-21 09:19:03 main:581] : INFO : Epoch 1621 | loss: 0.0311118 | val_loss: 0.0311164 | Time: 2483.02 ms [2022-04-21 09:19:05 main:581] : INFO : Epoch 1622 | loss: 0.0311108 | val_loss: 0.0311148 | Time: 2483.28 ms [2022-04-21 09:19:08 main:581] : INFO : Epoch 1623 | loss: 0.0311102 | val_loss: 0.0311192 | Time: 2481.12 ms [2022-04-21 09:19:10 main:581] : INFO : Epoch 1624 | loss: 0.0311093 | val_loss: 0.0311144 | Time: 2484.08 ms [2022-04-21 09:19:13 main:581] : INFO : Epoch 1625 | loss: 0.0311096 | val_loss: 0.0311146 | Time: 2489.05 ms [2022-04-21 09:19:15 main:581] : INFO : Epoch 1626 | loss: 0.0311106 | val_loss: 0.0311207 | Time: 2485.19 ms [2022-04-21 09:19:17 main:581] : INFO : Epoch 1627 | loss: 0.0311087 | val_loss: 0.0311187 | Time: 2485.98 ms [2022-04-21 09:19:20 main:581] : INFO : Epoch 1628 | loss: 0.0311104 | val_loss: 0.0311152 | Time: 2483.77 ms [2022-04-21 09:19:22 main:581] : INFO : Epoch 1629 | loss: 0.0311093 | val_loss: 0.0311192 | Time: 2484.02 ms [2022-04-21 09:19:25 main:581] : INFO : Epoch 1630 | loss: 0.0311087 | val_loss: 0.031116 | Time: 2486.42 ms [2022-04-21 09:19:27 main:581] : INFO : Epoch 1631 | loss: 0.0311062 | val_loss: 0.0311144 | Time: 2483.8 ms [2022-04-21 09:19:30 main:581] : INFO : Epoch 1632 | loss: 0.0311058 | val_loss: 0.0311156 | Time: 2486.04 ms [2022-04-21 09:19:32 main:581] : INFO : Epoch 1633 | loss: 0.0311063 | val_loss: 0.0311164 | Time: 2486.4 ms [2022-04-21 09:19:35 main:581] : INFO : Epoch 1634 | loss: 0.0311078 | val_loss: 0.0311174 | Time: 2487.63 ms [2022-04-21 09:19:37 main:581] : INFO : Epoch 1635 | loss: 0.0311057 | val_loss: 0.0311168 | Time: 2485.54 ms [2022-04-21 09:19:40 main:581] : INFO : Epoch 1636 | loss: 0.0311062 | val_loss: 0.031116 | Time: 2488.17 ms [2022-04-21 09:19:42 main:581] : INFO : Epoch 1637 | loss: 0.0311048 | val_loss: 0.0311141 | Time: 2488.07 ms [2022-04-21 09:19:45 main:581] : INFO : Epoch 1638 | loss: 0.0311059 | val_loss: 0.0311142 | Time: 2484.06 ms [2022-04-21 09:19:47 main:581] : INFO : Epoch 1639 | loss: 0.0311037 | val_loss: 0.0311138 | Time: 2488.17 ms [2022-04-21 09:19:50 main:581] : INFO : Epoch 1640 | loss: 0.0311053 | val_loss: 0.03112 | Time: 2486.7 ms [2022-04-21 09:19:52 main:581] : INFO : Epoch 1641 | loss: 0.031105 | val_loss: 0.0311189 | Time: 2486.8 ms [2022-04-21 09:19:55 main:581] : INFO : Epoch 1642 | loss: 0.0311249 | val_loss: 0.0311281 | Time: 2488.35 ms [2022-04-21 09:19:57 main:581] : INFO : Epoch 1643 | loss: 0.0311242 | val_loss: 0.031124 | Time: 2493.9 ms [2022-04-21 09:20:00 main:581] : INFO : Epoch 1644 | loss: 0.0311223 | val_loss: 0.0311308 | Time: 2490.41 ms [2022-04-21 09:20:02 main:581] : INFO : Epoch 1645 | loss: 0.031119 | val_loss: 0.0311244 | Time: 2488.67 ms [2022-04-21 09:20:05 main:581] : INFO : Epoch 1646 | loss: 0.0311151 | val_loss: 0.0311211 | Time: 2485.06 ms [2022-04-21 09:20:07 main:581] : INFO : Epoch 1647 | loss: 0.0311156 | val_loss: 0.0311233 | Time: 2489.34 ms [2022-04-21 09:20:10 main:581] : INFO : Epoch 1648 | loss: 0.0311167 | val_loss: 0.0311209 | Time: 2489.02 ms [2022-04-21 09:20:12 main:581] : INFO : Epoch 1649 | loss: 0.0311153 | val_loss: 0.0311238 | Time: 2487.95 ms [2022-04-21 09:20:15 main:581] : INFO : Epoch 1650 | loss: 0.0311215 | val_loss: 0.0311239 | Time: 2491.2 ms [2022-04-21 09:20:17 main:581] : INFO : Epoch 1651 | loss: 0.0311199 | val_loss: 0.0311232 | Time: 2487.66 ms [2022-04-21 09:20:20 main:581] : INFO : Epoch 1652 | loss: 0.0311165 | val_loss: 0.0311207 | Time: 2491.29 ms [2022-04-21 09:20:22 main:581] : INFO : Epoch 1653 | loss: 0.0311149 | val_loss: 0.0311216 | Time: 2488.53 ms [2022-04-21 09:20:25 main:581] : INFO : Epoch 1654 | loss: 0.031112 | val_loss: 0.0311201 | Time: 2487.98 ms [2022-04-21 09:20:27 main:581] : INFO : Epoch 1655 | loss: 0.0311138 | val_loss: 0.0311203 | Time: 2491.96 ms [2022-04-21 09:20:30 main:581] : INFO : Epoch 1656 | loss: 0.0311105 | val_loss: 0.0311205 | Time: 2487.66 ms [2022-04-21 09:20:32 main:581] : INFO : Epoch 1657 | loss: 0.0311089 | val_loss: 0.0311201 | Time: 2491.32 ms [2022-04-21 09:20:35 main:581] : INFO : Epoch 1658 | loss: 0.0311082 | val_loss: 0.0311241 | Time: 2488.64 ms [2022-04-21 09:20:37 main:581] : INFO : Epoch 1659 | loss: 0.0311082 | val_loss: 0.0311213 | Time: 2490 ms [2022-04-21 09:20:40 main:581] : INFO : Epoch 1660 | loss: 0.0311108 | val_loss: 0.0311212 | Time: 2487.5 ms [2022-04-21 09:20:42 main:581] : INFO : Epoch 1661 | loss: 0.0311101 | val_loss: 0.0311197 | Time: 2488.99 ms [2022-04-21 09:20:45 main:581] : INFO : Epoch 1662 | loss: 0.0311095 | val_loss: 0.0311187 | Time: 2491.11 ms [2022-04-21 09:20:47 main:581] : INFO : Epoch 1663 | loss: 0.0311125 | val_loss: 0.0311225 | Time: 2489.1 ms [2022-04-21 09:20:50 main:581] : INFO : Epoch 1664 | loss: 0.0311155 | val_loss: 0.0311216 | Time: 2490.45 ms [2022-04-21 09:20:52 main:581] : INFO : Epoch 1665 | loss: 0.0311168 | val_loss: 0.0311227 | Time: 2486.64 ms [2022-04-21 09:20:55 main:581] : INFO : Epoch 1666 | loss: 0.0311134 | val_loss: 0.0311219 | Time: 2487.6 ms [2022-04-21 09:20:57 main:581] : INFO : Epoch 1667 | loss: 0.0311124 | val_loss: 0.0311178 | Time: 2488.79 ms [2022-04-21 09:21:00 main:581] : INFO : Epoch 1668 | loss: 0.0311081 | val_loss: 0.0311203 | Time: 2487.95 ms [2022-04-21 09:21:02 main:581] : INFO : Epoch 1669 | loss: 0.0311071 | val_loss: 0.0311214 | Time: 2492.78 ms [2022-04-21 09:21:04 main:581] : INFO : Epoch 1670 | loss: 0.0311077 | val_loss: 0.0311188 | Time: 2485.92 ms [2022-04-21 09:21:07 main:581] : INFO : Epoch 1671 | loss: 0.0311063 | val_loss: 0.0311195 | Time: 2489.32 ms [2022-04-21 09:21:09 main:581] : INFO : Epoch 1672 | loss: 0.031106 | val_loss: 0.0311194 | Time: 2488.82 ms [2022-04-21 09:21:12 main:581] : INFO : Epoch 1673 | loss: 0.0311062 | val_loss: 0.0311184 | Time: 2489.62 ms [2022-04-21 09:21:14 main:581] : INFO : Epoch 1674 | loss: 0.0311072 | val_loss: 0.0311186 | Time: 2491.93 ms [2022-04-21 09:21:17 main:581] : INFO : Epoch 1675 | loss: 0.0311044 | val_loss: 0.0311176 | Time: 2489.28 ms [2022-04-21 09:21:19 main:581] : INFO : Epoch 1676 | loss: 0.0311035 | val_loss: 0.0311188 | Time: 2485.68 ms [2022-04-21 09:21:22 main:581] : INFO : Epoch 1677 | loss: 0.0311038 | val_loss: 0.0311175 | Time: 2482.93 ms [2022-04-21 09:21:24 main:581] : INFO : Epoch 1678 | loss: 0.0311051 | val_loss: 0.0311239 | Time: 2486.59 ms [2022-04-21 09:21:27 main:581] : INFO : Epoch 1679 | loss: 0.03111 | val_loss: 0.0311226 | Time: 2487.67 ms [2022-04-21 09:21:29 main:581] : INFO : Epoch 1680 | loss: 0.0311132 | val_loss: 0.0311228 | Time: 2489.85 ms [2022-04-21 09:21:32 main:581] : INFO : Epoch 1681 | loss: 0.0311086 | val_loss: 0.0311181 | Time: 2485.97 ms [2022-04-21 09:21:34 main:581] : INFO : Epoch 1682 | loss: 0.0311055 | val_loss: 0.0311177 | Time: 2488.69 ms [2022-04-21 09:21:37 main:581] : INFO : Epoch 1683 | loss: 0.0311057 | val_loss: 0.0311201 | Time: 2483.03 ms [2022-04-21 09:21:39 main:581] : INFO : Epoch 1684 | loss: 0.0311062 | val_loss: 0.0311161 | Time: 2486.68 ms [2022-04-21 09:21:42 main:581] : INFO : Epoch 1685 | loss: 0.031105 | val_loss: 0.0311151 | Time: 2486.92 ms [2022-04-21 09:21:44 main:581] : INFO : Epoch 1686 | loss: 0.0311082 | val_loss: 0.0311271 | Time: 2487.51 ms [2022-04-21 09:21:47 main:581] : INFO : Epoch 1687 | loss: 0.0311249 | val_loss: 0.0311259 | Time: 2488.19 ms [2022-04-21 09:21:49 main:581] : INFO : Epoch 1688 | loss: 0.0311239 | val_loss: 0.0311257 | Time: 2486.83 ms [2022-04-21 09:21:52 main:581] : INFO : Epoch 1689 | loss: 0.0311216 | val_loss: 0.031126 | Time: 2489.28 ms [2022-04-21 09:21:54 main:581] : INFO : Epoch 1690 | loss: 0.031119 | val_loss: 0.0311248 | Time: 2487.32 ms [2022-04-21 09:21:57 main:581] : INFO : Epoch 1691 | loss: 0.0311168 | val_loss: 0.0311326 | Time: 2486.92 ms [2022-04-21 09:21:59 main:581] : INFO : Epoch 1692 | loss: 0.0311182 | val_loss: 0.0311203 | Time: 2487.89 ms [2022-04-21 09:22:02 main:581] : INFO : Epoch 1693 | loss: 0.031118 | val_loss: 0.0311249 | Time: 2487.75 ms [2022-04-21 09:22:04 main:581] : INFO : Epoch 1694 | loss: 0.0311196 | val_loss: 0.0311251 | Time: 2487.76 ms [2022-04-21 09:22:07 main:581] : INFO : Epoch 1695 | loss: 0.0311132 | val_loss: 0.0311199 | Time: 2486.32 ms [2022-04-21 09:22:09 main:581] : INFO : Epoch 1696 | loss: 0.0311111 | val_loss: 0.0311192 | Time: 2487.04 ms [2022-04-21 09:22:12 main:581] : INFO : Epoch 1697 | loss: 0.03111 | val_loss: 0.031121 | Time: 2486.09 ms [2022-04-21 09:22:14 main:581] : INFO : Epoch 1698 | loss: 0.0311105 | val_loss: 0.0311186 | Time: 2485.57 ms [2022-04-21 09:22:17 main:581] : INFO : Epoch 1699 | loss: 0.0311121 | val_loss: 0.0311234 | Time: 2483.47 ms [2022-04-21 09:22:19 main:581] : INFO : Epoch 1700 | loss: 0.0311104 | val_loss: 0.0311228 | Time: 2483.19 ms [2022-04-21 09:22:22 main:581] : INFO : Epoch 1701 | loss: 0.031109 | val_loss: 0.0311174 | Time: 2490.33 ms [2022-04-21 09:22:24 main:581] : INFO : Epoch 1702 | loss: 0.0311086 | val_loss: 0.0311202 | Time: 2484.9 ms [2022-04-21 09:22:27 main:581] : INFO : Epoch 1703 | loss: 0.0311086 | val_loss: 0.031119 | Time: 2484.89 ms [2022-04-21 09:22:29 main:581] : INFO : Epoch 1704 | loss: 0.031109 | val_loss: 0.0311198 | Time: 2484.78 ms [2022-04-21 09:22:32 main:581] : INFO : Epoch 1705 | loss: 0.0311072 | val_loss: 0.0311157 | Time: 2482.93 ms [2022-04-21 09:22:34 main:581] : INFO : Epoch 1706 | loss: 0.0311055 | val_loss: 0.0311164 | Time: 2483.66 ms [2022-04-21 09:22:37 main:581] : INFO : Epoch 1707 | loss: 0.0311057 | val_loss: 0.0311155 | Time: 2484.87 ms [2022-04-21 09:22:39 main:581] : INFO : Epoch 1708 | loss: 0.0311061 | val_loss: 0.0311162 | Time: 2485.8 ms [2022-04-21 09:22:41 main:581] : INFO : Epoch 1709 | loss: 0.0311063 | val_loss: 0.0311169 | Time: 2487.9 ms [2022-04-21 09:22:44 main:581] : INFO : Epoch 1710 | loss: 0.0311102 | val_loss: 0.0311187 | Time: 2486.46 ms [2022-04-21 09:22:46 main:581] : INFO : Epoch 1711 | loss: 0.0311101 | val_loss: 0.0311148 | Time: 2486.26 ms [2022-04-21 09:22:49 main:581] : INFO : Epoch 1712 | loss: 0.0311088 | val_loss: 0.0311225 | Time: 2484.55 ms [2022-04-21 09:22:51 main:581] : INFO : Epoch 1713 | loss: 0.0311065 | val_loss: 0.0311157 | Time: 2486.43 ms [2022-04-21 09:22:54 main:581] : INFO : Epoch 1714 | loss: 0.0311073 | val_loss: 0.0311189 | Time: 2483.3 ms [2022-04-21 09:22:56 main:581] : INFO : Epoch 1715 | loss: 0.0311145 | val_loss: 0.0311306 | Time: 2487.26 ms [2022-04-21 09:22:59 main:581] : INFO : Epoch 1716 | loss: 0.0311158 | val_loss: 0.0311184 | Time: 2485.9 ms [2022-04-21 09:23:01 main:581] : INFO : Epoch 1717 | loss: 0.0311099 | val_loss: 0.0311168 | Time: 2490.52 ms [2022-04-21 09:23:04 main:581] : INFO : Epoch 1718 | loss: 0.0311075 | val_loss: 0.0311166 | Time: 2486.37 ms [2022-04-21 09:23:06 main:581] : INFO : Epoch 1719 | loss: 0.0311057 | val_loss: 0.0311168 | Time: 2485.03 ms [2022-04-21 09:23:09 main:581] : INFO : Epoch 1720 | loss: 0.0311042 | val_loss: 0.0311158 | Time: 2486.23 ms [2022-04-21 09:23:11 main:581] : INFO : Epoch 1721 | loss: 0.0311047 | val_loss: 0.0311144 | Time: 2484.65 ms [2022-04-21 09:23:14 main:581] : INFO : Epoch 1722 | loss: 0.0311066 | val_loss: 0.031115 | Time: 2487.41 ms [2022-04-21 09:23:16 main:581] : INFO : Epoch 1723 | loss: 0.0311052 | val_loss: 0.0311144 | Time: 2485.66 ms [2022-04-21 09:23:19 main:581] : INFO : Epoch 1724 | loss: 0.0311028 | val_loss: 0.0311164 | Time: 2488.39 ms [2022-04-21 09:23:21 main:581] : INFO : Epoch 1725 | loss: 0.0311026 | val_loss: 0.0311137 | Time: 2488.11 ms [2022-04-21 09:23:24 main:581] : INFO : Epoch 1726 | loss: 0.0311022 | val_loss: 0.031114 | Time: 2486 ms [2022-04-21 09:23:26 main:581] : INFO : Epoch 1727 | loss: 0.0311015 | val_loss: 0.0311154 | Time: 2488.99 ms [2022-04-21 09:23:29 main:581] : INFO : Epoch 1728 | loss: 0.0311044 | val_loss: 0.0311149 | Time: 2485.58 ms [2022-04-21 09:23:31 main:581] : INFO : Epoch 1729 | loss: 0.0311011 | val_loss: 0.0311181 | Time: 2499.03 ms [2022-04-21 09:23:34 main:581] : INFO : Epoch 1730 | loss: 0.0311044 | val_loss: 0.0311139 | Time: 2528.92 ms [2022-04-21 09:23:36 main:581] : INFO : Epoch 1731 | loss: 0.0311019 | val_loss: 0.031114 | Time: 2490.41 ms [2022-04-21 09:23:39 main:581] : INFO : Epoch 1732 | loss: 0.0311062 | val_loss: 0.0311182 | Time: 2508.32 ms [2022-04-21 09:23:41 main:581] : INFO : Epoch 1733 | loss: 0.0311133 | val_loss: 0.0311187 | Time: 2498.74 ms [2022-04-21 09:23:44 main:581] : INFO : Epoch 1734 | loss: 0.0311135 | val_loss: 0.0311174 | Time: 2496.34 ms [2022-04-21 09:23:46 main:581] : INFO : Epoch 1735 | loss: 0.0311134 | val_loss: 0.0311159 | Time: 2486.01 ms [2022-04-21 09:23:49 main:581] : INFO : Epoch 1736 | loss: 0.0311091 | val_loss: 0.0311198 | Time: 2486.62 ms [2022-04-21 09:23:51 main:581] : INFO : Epoch 1737 | loss: 0.0311072 | val_loss: 0.0311173 | Time: 2486.37 ms [2022-04-21 09:23:54 main:581] : INFO : Epoch 1738 | loss: 0.0311073 | val_loss: 0.0311165 | Time: 2486.24 ms [2022-04-21 09:23:56 main:581] : INFO : Epoch 1739 | loss: 0.0311063 | val_loss: 0.031114 | Time: 2489.32 ms [2022-04-21 09:23:59 main:581] : INFO : Epoch 1740 | loss: 0.0311048 | val_loss: 0.0311115 | Time: 2489.4 ms [2022-04-21 09:24:01 main:581] : INFO : Epoch 1741 | loss: 0.031104 | val_loss: 0.0311142 | Time: 2488.72 ms [2022-04-21 09:24:04 main:581] : INFO : Epoch 1742 | loss: 0.0311067 | val_loss: 0.0311182 | Time: 2486.85 ms [2022-04-21 09:24:06 main:581] : INFO : Epoch 1743 | loss: 0.0311071 | val_loss: 0.031116 | Time: 2489.91 ms [2022-04-21 09:24:09 main:581] : INFO : Epoch 1744 | loss: 0.0311046 | val_loss: 0.0311111 | Time: 2484.57 ms [2022-04-21 09:24:11 main:581] : INFO : Epoch 1745 | loss: 0.0311038 | val_loss: 0.0311131 | Time: 2485.2 ms [2022-04-21 09:24:14 main:581] : INFO : Epoch 1746 | loss: 0.0311029 | val_loss: 0.0311124 | Time: 2488.43 ms [2022-04-21 09:24:16 main:581] : INFO : Epoch 1747 | loss: 0.0311026 | val_loss: 0.0311177 | Time: 2487.25 ms [2022-04-21 09:24:19 main:581] : INFO : Epoch 1748 | loss: 0.031101 | val_loss: 0.0311122 | Time: 2487.01 ms [2022-04-21 09:24:21 main:581] : INFO : Epoch 1749 | loss: 0.0311018 | val_loss: 0.0311116 | Time: 2487.43 ms [2022-04-21 09:24:24 main:581] : INFO : Epoch 1750 | loss: 0.0311008 | val_loss: 0.0311112 | Time: 2487.34 ms [2022-04-21 09:24:26 main:581] : INFO : Epoch 1751 | loss: 0.0311064 | val_loss: 0.0311151 | Time: 2485.43 ms [2022-04-21 09:24:29 main:581] : INFO : Epoch 1752 | loss: 0.0311078 | val_loss: 0.031113 | Time: 2489.71 ms [2022-04-21 09:24:31 main:581] : INFO : Epoch 1753 | loss: 0.0311056 | val_loss: 0.0311114 | Time: 2488.75 ms [2022-04-21 09:24:34 main:581] : INFO : Epoch 1754 | loss: 0.0311029 | val_loss: 0.0311123 | Time: 2485.64 ms [2022-04-21 09:24:36 main:581] : INFO : Epoch 1755 | loss: 0.0311029 | val_loss: 0.0311138 | Time: 2486.66 ms [2022-04-21 09:24:38 main:581] : INFO : Epoch 1756 | loss: 0.0311011 | val_loss: 0.0311119 | Time: 2488.01 ms [2022-04-21 09:24:41 main:581] : INFO : Epoch 1757 | loss: 0.0310994 | val_loss: 0.0311131 | Time: 2487.23 ms [2022-04-21 09:24:43 main:581] : INFO : Epoch 1758 | loss: 0.0310996 | val_loss: 0.0311125 | Time: 2486.8 ms [2022-04-21 09:24:46 main:581] : INFO : Epoch 1759 | loss: 0.0311003 | val_loss: 0.031116 | Time: 2488.04 ms [2022-04-21 09:24:48 main:581] : INFO : Epoch 1760 | loss: 0.031102 | val_loss: 0.0311147 | Time: 2487.73 ms [2022-04-21 09:24:51 main:581] : INFO : Epoch 1761 | loss: 0.0310993 | val_loss: 0.0311112 | Time: 2486.31 ms [2022-04-21 09:24:53 main:581] : INFO : Epoch 1762 | loss: 0.031099 | val_loss: 0.0311123 | Time: 2488.4 ms [2022-04-21 09:24:56 main:581] : INFO : Epoch 1763 | loss: 0.0310991 | val_loss: 0.0311115 | Time: 2488.68 ms [2022-04-21 09:24:58 main:581] : INFO : Epoch 1764 | loss: 0.0310993 | val_loss: 0.0311106 | Time: 2487.64 ms [2022-04-21 09:25:01 main:581] : INFO : Epoch 1765 | loss: 0.0311047 | val_loss: 0.0311144 | Time: 2487.44 ms [2022-04-21 09:25:03 main:581] : INFO : Epoch 1766 | loss: 0.0311072 | val_loss: 0.0311173 | Time: 2488.8 ms [2022-04-21 09:25:06 main:581] : INFO : Epoch 1767 | loss: 0.031109 | val_loss: 0.0311199 | Time: 2483.97 ms [2022-04-21 09:25:08 main:581] : INFO : Epoch 1768 | loss: 0.031121 | val_loss: 0.0311312 | Time: 2488.35 ms [2022-04-21 09:25:11 main:581] : INFO : Epoch 1769 | loss: 0.0311328 | val_loss: 0.0311464 | Time: 2488.68 ms [2022-04-21 09:25:13 main:581] : INFO : Epoch 1770 | loss: 0.0311529 | val_loss: 0.0311495 | Time: 2491.31 ms [2022-04-21 09:25:16 main:581] : INFO : Epoch 1771 | loss: 0.0311524 | val_loss: 0.0311564 | Time: 2487.74 ms [2022-04-21 09:25:18 main:581] : INFO : Epoch 1772 | loss: 0.0311592 | val_loss: 0.0311591 | Time: 2487.25 ms [2022-04-21 09:25:21 main:581] : INFO : Epoch 1773 | loss: 0.031159 | val_loss: 0.0311592 | Time: 2486.17 ms [2022-04-21 09:25:23 main:581] : INFO : Epoch 1774 | loss: 0.0311598 | val_loss: 0.0311552 | Time: 2484.42 ms [2022-04-21 09:25:26 main:581] : INFO : Epoch 1775 | loss: 0.0311564 | val_loss: 0.0311558 | Time: 2486.26 ms [2022-04-21 09:25:28 main:581] : INFO : Epoch 1776 | loss: 0.0311572 | val_loss: 0.0311562 | Time: 2487.31 ms [2022-04-21 09:25:31 main:581] : INFO : Epoch 1777 | loss: 0.0311573 | val_loss: 0.0311536 | Time: 2487.39 ms [2022-04-21 09:25:33 main:581] : INFO : Epoch 1778 | loss: 0.031154 | val_loss: 0.0311493 | Time: 2488.31 ms [2022-04-21 09:25:36 main:581] : INFO : Epoch 1779 | loss: 0.0311543 | val_loss: 0.0311522 | Time: 2488.58 ms [2022-04-21 09:25:38 main:581] : INFO : Epoch 1780 | loss: 0.0311505 | val_loss: 0.0311493 | Time: 2485.74 ms [2022-04-21 09:25:41 main:581] : INFO : Epoch 1781 | loss: 0.031149 | val_loss: 0.0311513 | Time: 2488.59 ms [2022-04-21 09:25:43 main:581] : INFO : Epoch 1782 | loss: 0.0311474 | val_loss: 0.0311474 | Time: 2483.47 ms [2022-04-21 09:25:46 main:581] : INFO : Epoch 1783 | loss: 0.0311475 | val_loss: 0.0311512 | Time: 2487.01 ms [2022-04-21 09:25:48 main:581] : INFO : Epoch 1784 | loss: 0.0311469 | val_loss: 0.0311436 | Time: 2485.5 ms [2022-04-21 09:25:51 main:581] : INFO : Epoch 1785 | loss: 0.0311429 | val_loss: 0.031143 | Time: 2488.68 ms [2022-04-21 09:25:53 main:581] : INFO : Epoch 1786 | loss: 0.0311429 | val_loss: 0.0311408 | Time: 2487.86 ms [2022-04-21 09:25:56 main:581] : INFO : Epoch 1787 | loss: 0.0311402 | val_loss: 0.0311463 | Time: 2487.96 ms [2022-04-21 09:25:58 main:581] : INFO : Epoch 1788 | loss: 0.0311407 | val_loss: 0.0311414 | Time: 2487.47 ms [2022-04-21 09:26:01 main:581] : INFO : Epoch 1789 | loss: 0.0311381 | val_loss: 0.0311402 | Time: 2486.95 ms [2022-04-21 09:26:03 main:581] : INFO : Epoch 1790 | loss: 0.0311357 | val_loss: 0.0311411 | Time: 2491.61 ms [2022-04-21 09:26:06 main:581] : INFO : Epoch 1791 | loss: 0.0311362 | val_loss: 0.0311455 | Time: 2486.6 ms [2022-04-21 09:26:08 main:581] : INFO : Epoch 1792 | loss: 0.0311366 | val_loss: 0.0311372 | Time: 2489.89 ms [2022-04-21 09:26:11 main:581] : INFO : Epoch 1793 | loss: 0.0311351 | val_loss: 0.0311364 | Time: 2490.16 ms [2022-04-21 09:26:13 main:581] : INFO : Epoch 1794 | loss: 0.031135 | val_loss: 0.0311376 | Time: 2491.89 ms [2022-04-21 09:26:16 main:581] : INFO : Epoch 1795 | loss: 0.0311344 | val_loss: 0.0311378 | Time: 2487.43 ms [2022-04-21 09:26:18 main:581] : INFO : Epoch 1796 | loss: 0.0311319 | val_loss: 0.0311359 | Time: 2486.12 ms [2022-04-21 09:26:20 main:581] : INFO : Epoch 1797 | loss: 0.0311299 | val_loss: 0.0311381 | Time: 2486.24 ms [2022-04-21 09:26:23 main:581] : INFO : Epoch 1798 | loss: 0.0311292 | val_loss: 0.0311361 | Time: 2487.82 ms [2022-04-21 09:26:25 main:581] : INFO : Epoch 1799 | loss: 0.0311296 | val_loss: 0.0311421 | Time: 2487.37 ms [2022-04-21 09:26:28 main:581] : INFO : Epoch 1800 | loss: 0.0311299 | val_loss: 0.031135 | Time: 2491.07 ms [2022-04-21 09:26:30 main:581] : INFO : Epoch 1801 | loss: 0.0311288 | val_loss: 0.0311369 | Time: 2486.65 ms [2022-04-21 09:26:33 main:581] : INFO : Epoch 1802 | loss: 0.0311283 | val_loss: 0.0311364 | Time: 2487.72 ms [2022-04-21 09:26:35 main:581] : INFO : Epoch 1803 | loss: 0.0311277 | val_loss: 0.0311385 | Time: 2488.76 ms [2022-04-21 09:26:38 main:581] : INFO : Epoch 1804 | loss: 0.0311285 | val_loss: 0.0311357 | Time: 2488 ms [2022-04-21 09:26:40 main:581] : INFO : Epoch 1805 | loss: 0.0311314 | val_loss: 0.0311372 | Time: 2487.81 ms [2022-04-21 09:26:43 main:581] : INFO : Epoch 1806 | loss: 0.0311297 | val_loss: 0.0311342 | Time: 2487.25 ms [2022-04-21 09:26:45 main:581] : INFO : Epoch 1807 | loss: 0.0311332 | val_loss: 0.0311366 | Time: 2490.14 ms [2022-04-21 09:26:48 main:581] : INFO : Epoch 1808 | loss: 0.0311281 | val_loss: 0.0311442 | Time: 2490.24 ms [2022-04-21 09:26:50 main:581] : INFO : Epoch 1809 | loss: 0.0311275 | val_loss: 0.0311329 | Time: 2488.05 ms [2022-04-21 09:26:53 main:581] : INFO : Epoch 1810 | loss: 0.031127 | val_loss: 0.0311337 | Time: 2486.87 ms [2022-04-21 09:26:55 main:581] : INFO : Epoch 1811 | loss: 0.031125 | val_loss: 0.0311345 | Time: 2487.58 ms [2022-04-21 09:26:58 main:581] : INFO : Epoch 1812 | loss: 0.0311258 | val_loss: 0.0311374 | Time: 2488.45 ms [2022-04-21 09:27:00 main:581] : INFO : Epoch 1813 | loss: 0.0311258 | val_loss: 0.0311354 | Time: 2488.41 ms [2022-04-21 09:27:03 main:581] : INFO : Epoch 1814 | loss: 0.031123 | val_loss: 0.0311341 | Time: 2492.65 ms [2022-04-21 09:27:05 main:581] : INFO : Epoch 1815 | loss: 0.0311266 | val_loss: 0.0311334 | Time: 2488.29 ms [2022-04-21 09:27:08 main:581] : INFO : Epoch 1816 | loss: 0.0311259 | val_loss: 0.0311329 | Time: 2491.86 ms [2022-04-21 09:27:10 main:581] : INFO : Epoch 1817 | loss: 0.0311257 | val_loss: 0.0311363 | Time: 2490.21 ms [2022-04-21 09:27:13 main:581] : INFO : Epoch 1818 | loss: 0.0311256 | val_loss: 0.0311354 | Time: 2491.97 ms [2022-04-21 09:27:15 main:581] : INFO : Epoch 1819 | loss: 0.0311231 | val_loss: 0.0311351 | Time: 2488.29 ms [2022-04-21 09:27:18 main:581] : INFO : Epoch 1820 | loss: 0.0311237 | val_loss: 0.0311363 | Time: 2487.59 ms [2022-04-21 09:27:20 main:581] : INFO : Epoch 1821 | loss: 0.0311234 | val_loss: 0.0311355 | Time: 2487.98 ms [2022-04-21 09:27:23 main:581] : INFO : Epoch 1822 | loss: 0.0311226 | val_loss: 0.0311331 | Time: 2488.6 ms [2022-04-21 09:27:25 main:581] : INFO : Epoch 1823 | loss: 0.0311226 | val_loss: 0.0311344 | Time: 2490.53 ms [2022-04-21 09:27:28 main:581] : INFO : Epoch 1824 | loss: 0.0311214 | val_loss: 0.0311359 | Time: 2490.44 ms [2022-04-21 09:27:30 main:581] : INFO : Epoch 1825 | loss: 0.0311226 | val_loss: 0.0311323 | Time: 2493.08 ms [2022-04-21 09:27:33 main:581] : INFO : Epoch 1826 | loss: 0.0311208 | val_loss: 0.0311309 | Time: 2488.4 ms [2022-04-21 09:27:35 main:581] : INFO : Epoch 1827 | loss: 0.031121 | val_loss: 0.0311308 | Time: 2490.53 ms [2022-04-21 09:27:38 main:581] : INFO : Epoch 1828 | loss: 0.031121 | val_loss: 0.0311315 | Time: 2490.5 ms [2022-04-21 09:27:40 main:581] : INFO : Epoch 1829 | loss: 0.0311202 | val_loss: 0.0311317 | Time: 2490.82 ms [2022-04-21 09:27:43 main:581] : INFO : Epoch 1830 | loss: 0.0311211 | val_loss: 0.0311359 | Time: 2491.29 ms [2022-04-21 09:27:45 main:581] : INFO : Epoch 1831 | loss: 0.0311241 | val_loss: 0.0311365 | Time: 2491.35 ms [2022-04-21 09:27:48 main:581] : INFO : Epoch 1832 | loss: 0.031126 | val_loss: 0.0311331 | Time: 2494.12 ms [2022-04-21 09:27:50 main:581] : INFO : Epoch 1833 | loss: 0.0311247 | val_loss: 0.0311301 | Time: 2488.18 ms [2022-04-21 09:27:53 main:581] : INFO : Epoch 1834 | loss: 0.0311233 | val_loss: 0.0311321 | Time: 2492.4 ms [2022-04-21 09:27:55 main:581] : INFO : Epoch 1835 | loss: 0.0311243 | val_loss: 0.0311301 | Time: 2490.3 ms [2022-04-21 09:27:58 main:581] : INFO : Epoch 1836 | loss: 0.0311244 | val_loss: 0.0311294 | Time: 2489.59 ms [2022-04-21 09:28:00 main:581] : INFO : Epoch 1837 | loss: 0.0311217 | val_loss: 0.0311299 | Time: 2493.87 ms [2022-04-21 09:28:03 main:581] : INFO : Epoch 1838 | loss: 0.0311205 | val_loss: 0.0311275 | Time: 2491.88 ms [2022-04-21 09:28:05 main:581] : INFO : Epoch 1839 | loss: 0.0311199 | val_loss: 0.0311292 | Time: 2492.44 ms [2022-04-21 09:28:08 main:581] : INFO : Epoch 1840 | loss: 0.03112 | val_loss: 0.0311271 | Time: 2493.11 ms [2022-04-21 09:28:10 main:581] : INFO : Epoch 1841 | loss: 0.0311189 | val_loss: 0.0311282 | Time: 2491.95 ms [2022-04-21 09:28:13 main:581] : INFO : Epoch 1842 | loss: 0.0311194 | val_loss: 0.0311261 | Time: 2492.38 ms [2022-04-21 09:28:15 main:581] : INFO : Epoch 1843 | loss: 0.0311201 | val_loss: 0.0311275 | Time: 2489.98 ms [2022-04-21 09:28:18 main:581] : INFO : Epoch 1844 | loss: 0.0311207 | val_loss: 0.0311287 | Time: 2491.01 ms [2022-04-21 09:28:20 main:581] : INFO : Epoch 1845 | loss: 0.0311199 | val_loss: 0.0311312 | Time: 2491.5 ms [2022-04-21 09:28:23 main:581] : INFO : Epoch 1846 | loss: 0.031118 | val_loss: 0.0311301 | Time: 2492.36 ms [2022-04-21 09:28:25 main:581] : INFO : Epoch 1847 | loss: 0.0311181 | val_loss: 0.0311267 | Time: 2488.98 ms [2022-04-21 09:28:27 main:581] : INFO : Epoch 1848 | loss: 0.0311173 | val_loss: 0.0311292 | Time: 2491.26 ms [2022-04-21 09:28:30 main:581] : INFO : Epoch 1849 | loss: 0.0311192 | val_loss: 0.0311285 | Time: 2491.66 ms [2022-04-21 09:28:32 main:581] : INFO : Epoch 1850 | loss: 0.0311182 | val_loss: 0.0311279 | Time: 2492.65 ms [2022-04-21 09:28:35 main:581] : INFO : Epoch 1851 | loss: 0.031116 | val_loss: 0.0311263 | Time: 2492.47 ms [2022-04-21 09:28:37 main:581] : INFO : Epoch 1852 | loss: 0.0311192 | val_loss: 0.0311289 | Time: 2492.64 ms [2022-04-21 09:28:40 main:581] : INFO : Epoch 1853 | loss: 0.0311227 | val_loss: 0.0311295 | Time: 2492.52 ms [2022-04-21 09:28:42 main:581] : INFO : Epoch 1854 | loss: 0.0311207 | val_loss: 0.0311281 | Time: 2494.06 ms [2022-04-21 09:28:45 main:581] : INFO : Epoch 1855 | loss: 0.0311187 | val_loss: 0.0311304 | Time: 2494.96 ms [2022-04-21 09:28:47 main:581] : INFO : Epoch 1856 | loss: 0.0311188 | val_loss: 0.0311299 | Time: 2492.21 ms [2022-04-21 09:28:50 main:581] : INFO : Epoch 1857 | loss: 0.031117 | val_loss: 0.0311295 | Time: 2488.98 ms [2022-04-21 09:28:52 main:581] : INFO : Epoch 1858 | loss: 0.0311299 | val_loss: 0.0313064 | Time: 2490.97 ms [2022-04-21 09:28:55 main:581] : INFO : Epoch 1859 | loss: 0.0419097 | val_loss: 0.0315774 | Time: 2488.69 ms [2022-04-21 09:28:57 main:581] : INFO : Epoch 1860 | loss: 0.0319991 | val_loss: 0.0316594 | Time: 2488.94 ms [2022-04-21 09:29:00 main:581] : INFO : Epoch 1861 | loss: 0.0313977 | val_loss: 0.0312674 | Time: 2453.43 ms [2022-04-21 09:29:02 main:581] : INFO : Epoch 1862 | loss: 0.0312706 | val_loss: 0.0312507 | Time: 2422.73 ms [2022-04-21 09:29:05 main:581] : INFO : Epoch 1863 | loss: 0.0312511 | val_loss: 0.0312444 | Time: 2419.03 ms [2022-04-21 09:29:07 main:581] : INFO : Epoch 1864 | loss: 0.03124 | val_loss: 0.0312345 | Time: 2415.55 ms [2022-04-21 09:29:10 main:581] : INFO : Epoch 1865 | loss: 0.0312279 | val_loss: 0.0312228 | Time: 2423.6 ms [2022-04-21 09:29:12 main:581] : INFO : Epoch 1866 | loss: 0.0312172 | val_loss: 0.0312128 | Time: 2415.93 ms [2022-04-21 09:29:14 main:581] : INFO : Epoch 1867 | loss: 0.0312079 | val_loss: 0.0312015 | Time: 2423.22 ms [2022-04-21 09:29:17 main:581] : INFO : Epoch 1868 | loss: 0.0311966 | val_loss: 0.0311899 | Time: 2419.78 ms [2022-04-21 09:29:19 main:581] : INFO : Epoch 1869 | loss: 0.0311924 | val_loss: 0.0311879 | Time: 2416.53 ms [2022-04-21 09:29:22 main:581] : INFO : Epoch 1870 | loss: 0.0311895 | val_loss: 0.0311821 | Time: 2416.3 ms [2022-04-21 09:29:24 main:581] : INFO : Epoch 1871 | loss: 0.0311851 | val_loss: 0.0311819 | Time: 2415.63 ms [2022-04-21 09:29:26 main:581] : INFO : Epoch 1872 | loss: 0.0311838 | val_loss: 0.0311812 | Time: 2415.79 ms [2022-04-21 09:29:29 main:581] : INFO : Epoch 1873 | loss: 0.0311831 | val_loss: 0.0311788 | Time: 2413.63 ms [2022-04-21 09:29:31 main:581] : INFO : Epoch 1874 | loss: 0.0311823 | val_loss: 0.0311784 | Time: 2416.98 ms [2022-04-21 09:29:34 main:581] : INFO : Epoch 1875 | loss: 0.0311815 | val_loss: 0.0311772 | Time: 2416.71 ms [2022-04-21 09:29:36 main:581] : INFO : Epoch 1876 | loss: 0.0311809 | val_loss: 0.0311758 | Time: 2416.74 ms [2022-04-21 09:29:39 main:581] : INFO : Epoch 1877 | loss: 0.03118 | val_loss: 0.0311752 | Time: 2419.91 ms [2022-04-21 09:29:41 main:581] : INFO : Epoch 1878 | loss: 0.0311794 | val_loss: 0.0311746 | Time: 2417.72 ms [2022-04-21 09:29:43 main:581] : INFO : Epoch 1879 | loss: 0.0311791 | val_loss: 0.0311754 | Time: 2419.08 ms [2022-04-21 09:29:46 main:581] : INFO : Epoch 1880 | loss: 0.0311789 | val_loss: 0.0311743 | Time: 2416.11 ms [2022-04-21 09:29:48 main:581] : INFO : Epoch 1881 | loss: 0.0311788 | val_loss: 0.0311741 | Time: 2417.24 ms [2022-04-21 09:29:51 main:581] : INFO : Epoch 1882 | loss: 0.0311793 | val_loss: 0.0311738 | Time: 2415.78 ms [2022-04-21 09:29:53 main:581] : INFO : Epoch 1883 | loss: 0.0311795 | val_loss: 0.0311775 | Time: 2413.58 ms [2022-04-21 09:29:55 main:581] : INFO : Epoch 1884 | loss: 0.0311797 | val_loss: 0.0311736 | Time: 2415.34 ms [2022-04-21 09:29:58 main:581] : INFO : Epoch 1885 | loss: 0.0311798 | val_loss: 0.0311824 | Time: 2421.84 ms [2022-04-21 09:30:00 main:581] : INFO : Epoch 1886 | loss: 0.0311804 | val_loss: 0.0311742 | Time: 2423.68 ms [2022-04-21 09:30:03 main:581] : INFO : Epoch 1887 | loss: 0.0311782 | val_loss: 0.0311733 | Time: 2417.59 ms [2022-04-21 09:30:05 main:581] : INFO : Epoch 1888 | loss: 0.0311777 | val_loss: 0.0311729 | Time: 2416.32 ms [2022-04-21 09:30:08 main:581] : INFO : Epoch 1889 | loss: 0.031178 | val_loss: 0.0311731 | Time: 2415.49 ms [2022-04-21 09:30:10 main:581] : INFO : Epoch 1890 | loss: 0.0311781 | val_loss: 0.0311737 | Time: 2415.73 ms [2022-04-21 09:30:12 main:581] : INFO : Epoch 1891 | loss: 0.0311777 | val_loss: 0.0311729 | Time: 2418.5 ms [2022-04-21 09:30:15 main:581] : INFO : Epoch 1892 | loss: 0.0311776 | val_loss: 0.0311738 | Time: 2420.65 ms [2022-04-21 09:30:17 main:581] : INFO : Epoch 1893 | loss: 0.0311794 | val_loss: 0.0311727 | Time: 2418.22 ms [2022-04-21 09:30:20 main:581] : INFO : Epoch 1894 | loss: 0.0311803 | val_loss: 0.0311741 | Time: 2413.57 ms [2022-04-21 09:30:22 main:581] : INFO : Epoch 1895 | loss: 0.0311779 | val_loss: 0.031173 | Time: 2414.24 ms [2022-04-21 09:30:24 main:581] : INFO : Epoch 1896 | loss: 0.0311779 | val_loss: 0.031173 | Time: 2414.91 ms [2022-04-21 09:30:27 main:581] : INFO : Epoch 1897 | loss: 0.0311783 | val_loss: 0.0311727 | Time: 2415.91 ms [2022-04-21 09:30:29 main:581] : INFO : Epoch 1898 | loss: 0.0311778 | val_loss: 0.0311734 | Time: 2417.19 ms [2022-04-21 09:30:32 main:581] : INFO : Epoch 1899 | loss: 0.0311772 | val_loss: 0.0311725 | Time: 2413.24 ms [2022-04-21 09:30:34 main:581] : INFO : Epoch 1900 | loss: 0.0311773 | val_loss: 0.0311734 | Time: 2418.25 ms [2022-04-21 09:30:37 main:581] : INFO : Epoch 1901 | loss: 0.0311775 | val_loss: 0.0311744 | Time: 2416.35 ms [2022-04-21 09:30:39 main:581] : INFO : Epoch 1902 | loss: 0.0311778 | val_loss: 0.031174 | Time: 2418.58 ms [2022-04-21 09:30:41 main:581] : INFO : Epoch 1903 | loss: 0.0311771 | val_loss: 0.0311729 | Time: 2416.77 ms [2022-04-21 09:30:44 main:581] : INFO : Epoch 1904 | loss: 0.0311769 | val_loss: 0.0311729 | Time: 2421.79 ms [2022-04-21 09:30:46 main:581] : INFO : Epoch 1905 | loss: 0.0311772 | val_loss: 0.0311725 | Time: 2417.36 ms [2022-04-21 09:30:49 main:581] : INFO : Epoch 1906 | loss: 0.0311773 | val_loss: 0.0311748 | Time: 2414.53 ms [2022-04-21 09:30:51 main:581] : INFO : Epoch 1907 | loss: 0.0311786 | val_loss: 0.0311727 | Time: 2416.16 ms [2022-04-21 09:30:53 main:581] : INFO : Epoch 1908 | loss: 0.0311775 | val_loss: 0.0311731 | Time: 2413.33 ms [2022-04-21 09:30:56 main:581] : INFO : Epoch 1909 | loss: 0.0311774 | val_loss: 0.0311729 | Time: 2413.55 ms [2022-04-21 09:30:58 main:581] : INFO : Epoch 1910 | loss: 0.0311769 | val_loss: 0.0311729 | Time: 2416.26 ms [2022-04-21 09:31:01 main:581] : INFO : Epoch 1911 | loss: 0.0311769 | val_loss: 0.0311751 | Time: 2417.95 ms [2022-04-21 09:31:03 main:581] : INFO : Epoch 1912 | loss: 0.0311772 | val_loss: 0.0311725 | Time: 2415.71 ms [2022-04-21 09:31:06 main:581] : INFO : Epoch 1913 | loss: 0.0311766 | val_loss: 0.0311728 | Time: 2415.6 ms [2022-04-21 09:31:08 main:581] : INFO : Epoch 1914 | loss: 0.0311767 | val_loss: 0.0311728 | Time: 2418.55 ms [2022-04-21 09:31:10 main:581] : INFO : Epoch 1915 | loss: 0.0311775 | val_loss: 0.0311724 | Time: 2417.11 ms [2022-04-21 09:31:13 main:581] : INFO : Epoch 1916 | loss: 0.0311772 | val_loss: 0.0311744 | Time: 2419.1 ms [2022-04-21 09:31:15 main:581] : INFO : Epoch 1917 | loss: 0.0311782 | val_loss: 0.0311725 | Time: 2417.21 ms [2022-04-21 09:31:18 main:581] : INFO : Epoch 1918 | loss: 0.0311772 | val_loss: 0.031174 | Time: 2419.08 ms [2022-04-21 09:31:20 main:581] : INFO : Epoch 1919 | loss: 0.0311785 | val_loss: 0.0311725 | Time: 2413.61 ms [2022-04-21 09:31:22 main:581] : INFO : Epoch 1920 | loss: 0.0311781 | val_loss: 0.0311727 | Time: 2417.82 ms [2022-04-21 09:31:25 main:581] : INFO : Epoch 1921 | loss: 0.0311773 | val_loss: 0.0311747 | Time: 2411.73 ms [2022-04-21 09:31:27 main:581] : INFO : Epoch 1922 | loss: 0.0311809 | val_loss: 0.031173 | Time: 2415.77 ms [2022-04-21 09:31:30 main:581] : INFO : Epoch 1923 | loss: 0.0311772 | val_loss: 0.0311731 | Time: 2446.75 ms [2022-04-21 09:31:32 main:581] : INFO : Epoch 1924 | loss: 0.0311772 | val_loss: 0.0311727 | Time: 2480.65 ms [2022-04-21 09:31:35 main:581] : INFO : Epoch 1925 | loss: 0.0311786 | val_loss: 0.0311792 | Time: 2480.42 ms [2022-04-21 09:31:37 main:581] : INFO : Epoch 1926 | loss: 0.0311777 | val_loss: 0.0311732 | Time: 2478.63 ms [2022-04-21 09:31:40 main:581] : INFO : Epoch 1927 | loss: 0.0311776 | val_loss: 0.0311726 | Time: 2479.94 ms [2022-04-21 09:31:42 main:581] : INFO : Epoch 1928 | loss: 0.0311771 | val_loss: 0.0311761 | Time: 2481.36 ms [2022-04-21 09:31:45 main:581] : INFO : Epoch 1929 | loss: 0.0311779 | val_loss: 0.0311725 | Time: 2479.98 ms [2022-04-21 09:31:47 main:581] : INFO : Epoch 1930 | loss: 0.0311804 | val_loss: 0.0311747 | Time: 2483.16 ms [2022-04-21 09:31:50 main:581] : INFO : Epoch 1931 | loss: 0.0311798 | val_loss: 0.0311722 | Time: 2478.39 ms [2022-04-21 09:31:52 main:581] : INFO : Epoch 1932 | loss: 0.0311766 | val_loss: 0.0311723 | Time: 2479.41 ms [2022-04-21 09:31:55 main:581] : INFO : Epoch 1933 | loss: 0.0311761 | val_loss: 0.031172 | Time: 2483.78 ms [2022-04-21 09:31:57 main:581] : INFO : Epoch 1934 | loss: 0.0311768 | val_loss: 0.0311739 | Time: 2483.7 ms [2022-04-21 09:32:00 main:581] : INFO : Epoch 1935 | loss: 0.0311771 | val_loss: 0.0311724 | Time: 2481.27 ms [2022-04-21 09:32:02 main:581] : INFO : Epoch 1936 | loss: 0.0311773 | val_loss: 0.0311737 | Time: 2483.26 ms [2022-04-21 09:32:05 main:581] : INFO : Epoch 1937 | loss: 0.0311791 | val_loss: 0.0311755 | Time: 2483.5 ms [2022-04-21 09:32:07 main:581] : INFO : Epoch 1938 | loss: 0.0311771 | val_loss: 0.0311723 | Time: 2482.16 ms [2022-04-21 09:32:09 main:581] : INFO : Epoch 1939 | loss: 0.0311764 | val_loss: 0.0311718 | Time: 2482.99 ms [2022-04-21 09:32:12 main:581] : INFO : Epoch 1940 | loss: 0.0311761 | val_loss: 0.0311738 | Time: 2483.23 ms [2022-04-21 09:32:14 main:581] : INFO : Epoch 1941 | loss: 0.0311761 | val_loss: 0.0311716 | Time: 2482.16 ms [2022-04-21 09:32:17 main:581] : INFO : Epoch 1942 | loss: 0.0311762 | val_loss: 0.0311711 | Time: 2485.01 ms [2022-04-21 09:32:19 main:581] : INFO : Epoch 1943 | loss: 0.0311755 | val_loss: 0.0311719 | Time: 2483.24 ms [2022-04-21 09:32:22 main:581] : INFO : Epoch 1944 | loss: 0.0311756 | val_loss: 0.0311731 | Time: 2484.35 ms [2022-04-21 09:32:24 main:581] : INFO : Epoch 1945 | loss: 0.0311769 | val_loss: 0.0311732 | Time: 2484.06 ms [2022-04-21 09:32:27 main:581] : INFO : Epoch 1946 | loss: 0.0311758 | val_loss: 0.0311708 | Time: 2487.62 ms [2022-04-21 09:32:29 main:581] : INFO : Epoch 1947 | loss: 0.0311752 | val_loss: 0.0311707 | Time: 2484.93 ms [2022-04-21 09:32:32 main:581] : INFO : Epoch 1948 | loss: 0.0311742 | val_loss: 0.0311689 | Time: 2483.69 ms [2022-04-21 09:32:34 main:581] : INFO : Epoch 1949 | loss: 0.0311706 | val_loss: 0.0311581 | Time: 2485.84 ms [2022-04-21 09:32:37 main:581] : INFO : Epoch 1950 | loss: 0.0311584 | val_loss: 0.0311539 | Time: 2485.9 ms [2022-04-21 09:32:39 main:581] : INFO : Epoch 1951 | loss: 0.0311565 | val_loss: 0.0311564 | Time: 2485.35 ms [2022-04-21 09:32:42 main:581] : INFO : Epoch 1952 | loss: 0.0311574 | val_loss: 0.031158 | Time: 2487.15 ms [2022-04-21 09:32:44 main:581] : INFO : Epoch 1953 | loss: 0.0311582 | val_loss: 0.0311559 | Time: 2485.51 ms [2022-04-21 09:32:47 main:581] : INFO : Epoch 1954 | loss: 0.0311574 | val_loss: 0.0311539 | Time: 2484.71 ms [2022-04-21 09:32:49 main:581] : INFO : Epoch 1955 | loss: 0.0311556 | val_loss: 0.0311516 | Time: 2481.65 ms [2022-04-21 09:32:52 main:581] : INFO : Epoch 1956 | loss: 0.0311551 | val_loss: 0.0311524 | Time: 2484.33 ms [2022-04-21 09:32:54 main:581] : INFO : Epoch 1957 | loss: 0.0311548 | val_loss: 0.0311522 | Time: 2485.23 ms [2022-04-21 09:32:57 main:581] : INFO : Epoch 1958 | loss: 0.0311556 | val_loss: 0.0311528 | Time: 2485.16 ms [2022-04-21 09:32:59 main:581] : INFO : Epoch 1959 | loss: 0.0311546 | val_loss: 0.0311514 | Time: 2484.28 ms [2022-04-21 09:33:02 main:581] : INFO : Epoch 1960 | loss: 0.031154 | val_loss: 0.0311514 | Time: 2488.35 ms [2022-04-21 09:33:04 main:581] : INFO : Epoch 1961 | loss: 0.031157 | val_loss: 0.0311553 | Time: 2483.53 ms [2022-04-21 09:33:07 main:581] : INFO : Epoch 1962 | loss: 0.0311583 | val_loss: 0.0311575 | Time: 2484.11 ms [2022-04-21 09:33:09 main:581] : INFO : Epoch 1963 | loss: 0.0311583 | val_loss: 0.0311584 | Time: 2483.11 ms [2022-04-21 09:33:12 main:581] : INFO : Epoch 1964 | loss: 0.0311581 | val_loss: 0.0311524 | Time: 2482.54 ms [2022-04-21 09:33:14 main:581] : INFO : Epoch 1965 | loss: 0.0311555 | val_loss: 0.0311517 | Time: 2485.15 ms [2022-04-21 09:33:17 main:581] : INFO : Epoch 1966 | loss: 0.0311551 | val_loss: 0.0311521 | Time: 2483.57 ms [2022-04-21 09:33:19 main:581] : INFO : Epoch 1967 | loss: 0.031152 | val_loss: 0.0311483 | Time: 2484.16 ms [2022-04-21 09:33:22 main:581] : INFO : Epoch 1968 | loss: 0.0311485 | val_loss: 0.0311433 | Time: 2484 ms [2022-04-21 09:33:24 main:581] : INFO : Epoch 1969 | loss: 0.0311472 | val_loss: 0.0311433 | Time: 2481.86 ms [2022-04-21 09:33:27 main:581] : INFO : Epoch 1970 | loss: 0.0311456 | val_loss: 0.0311432 | Time: 2483.04 ms [2022-04-21 09:33:29 main:581] : INFO : Epoch 1971 | loss: 0.0311449 | val_loss: 0.0311412 | Time: 2482.39 ms [2022-04-21 09:33:31 main:581] : INFO : Epoch 1972 | loss: 0.0311442 | val_loss: 0.0311424 | Time: 2483.39 ms [2022-04-21 09:33:34 main:581] : INFO : Epoch 1973 | loss: 0.0311431 | val_loss: 0.0311418 | Time: 2482.69 ms [2022-04-21 09:33:36 main:581] : INFO : Epoch 1974 | loss: 0.0311441 | val_loss: 0.0311409 | Time: 2484.68 ms [2022-04-21 09:33:39 main:581] : INFO : Epoch 1975 | loss: 0.0311433 | val_loss: 0.0311428 | Time: 2483.1 ms [2022-04-21 09:33:41 main:581] : INFO : Epoch 1976 | loss: 0.031144 | val_loss: 0.0311425 | Time: 2484.06 ms [2022-04-21 09:33:44 main:581] : INFO : Epoch 1977 | loss: 0.0311451 | val_loss: 0.0311438 | Time: 2482.96 ms [2022-04-21 09:33:46 main:581] : INFO : Epoch 1978 | loss: 0.0311437 | val_loss: 0.0311422 | Time: 2482.46 ms [2022-04-21 09:33:49 main:581] : INFO : Epoch 1979 | loss: 0.0311442 | val_loss: 0.0311416 | Time: 2483.63 ms [2022-04-21 09:33:51 main:581] : INFO : Epoch 1980 | loss: 0.0311469 | val_loss: 0.0311407 | Time: 2485.37 ms [2022-04-21 09:33:54 main:581] : INFO : Epoch 1981 | loss: 0.0311441 | val_loss: 0.0311405 | Time: 2483.22 ms [2022-04-21 09:33:56 main:581] : INFO : Epoch 1982 | loss: 0.0311447 | val_loss: 0.0311464 | Time: 2482.16 ms [2022-04-21 09:33:59 main:581] : INFO : Epoch 1983 | loss: 0.0311432 | val_loss: 0.0311403 | Time: 2481.45 ms [2022-04-21 09:34:01 main:581] : INFO : Epoch 1984 | loss: 0.0311433 | val_loss: 0.0311396 | Time: 2482.37 ms [2022-04-21 09:34:04 main:581] : INFO : Epoch 1985 | loss: 0.0311425 | val_loss: 0.0311399 | Time: 2480.31 ms [2022-04-21 09:34:06 main:581] : INFO : Epoch 1986 | loss: 0.0311428 | val_loss: 0.0311392 | Time: 2483.35 ms [2022-04-21 09:34:09 main:581] : INFO : Epoch 1987 | loss: 0.0311415 | val_loss: 0.0311389 | Time: 2484.76 ms [2022-04-21 09:34:11 main:581] : INFO : Epoch 1988 | loss: 0.0311437 | val_loss: 0.0311415 | Time: 2484.75 ms [2022-04-21 09:34:14 main:581] : INFO : Epoch 1989 | loss: 0.0311415 | val_loss: 0.0311405 | Time: 2482.47 ms [2022-04-21 09:34:16 main:581] : INFO : Epoch 1990 | loss: 0.0311415 | val_loss: 0.031139 | Time: 2482.46 ms [2022-04-21 09:34:19 main:581] : INFO : Epoch 1991 | loss: 0.0311419 | val_loss: 0.0311386 | Time: 2484.61 ms [2022-04-21 09:34:21 main:581] : INFO : Epoch 1992 | loss: 0.0311391 | val_loss: 0.0311382 | Time: 2484.74 ms [2022-04-21 09:34:24 main:581] : INFO : Epoch 1993 | loss: 0.0311385 | val_loss: 0.0311387 | Time: 2483.29 ms [2022-04-21 09:34:26 main:581] : INFO : Epoch 1994 | loss: 0.0311392 | val_loss: 0.0311389 | Time: 2480.51 ms [2022-04-21 09:34:29 main:581] : INFO : Epoch 1995 | loss: 0.0311414 | val_loss: 0.0311375 | Time: 2483.07 ms [2022-04-21 09:34:31 main:581] : INFO : Epoch 1996 | loss: 0.0311393 | val_loss: 0.0311371 | Time: 2480.74 ms [2022-04-21 09:34:34 main:581] : INFO : Epoch 1997 | loss: 0.0311377 | val_loss: 0.0311362 | Time: 2482.26 ms [2022-04-21 09:34:36 main:581] : INFO : Epoch 1998 | loss: 0.0311378 | val_loss: 0.0311382 | Time: 2483.53 ms [2022-04-21 09:34:39 main:581] : INFO : Epoch 1999 | loss: 0.0311385 | val_loss: 0.0311377 | Time: 2484.77 ms [2022-04-21 09:34:41 main:581] : INFO : Epoch 2000 | loss: 0.0311387 | val_loss: 0.031139 | Time: 2486.24 ms [2022-04-21 09:34:44 main:581] : INFO : Epoch 2001 | loss: 0.0311384 | val_loss: 0.0311428 | Time: 2482.94 ms [2022-04-21 09:34:46 main:581] : INFO : Epoch 2002 | loss: 0.03114 | val_loss: 0.0311421 | Time: 2480.99 ms [2022-04-21 09:34:48 main:581] : INFO : Epoch 2003 | loss: 0.0311404 | val_loss: 0.0311416 | Time: 2484.86 ms [2022-04-21 09:34:51 main:581] : INFO : Epoch 2004 | loss: 0.0311385 | val_loss: 0.0311376 | Time: 2481.3 ms [2022-04-21 09:34:53 main:581] : INFO : Epoch 2005 | loss: 0.0311386 | val_loss: 0.0311399 | Time: 2483.95 ms [2022-04-21 09:34:56 main:581] : INFO : Epoch 2006 | loss: 0.0311383 | val_loss: 0.0311437 | Time: 2481.24 ms [2022-04-21 09:34:58 main:581] : INFO : Epoch 2007 | loss: 0.0311389 | val_loss: 0.031138 | Time: 2483.76 ms [2022-04-21 09:35:01 main:581] : INFO : Epoch 2008 | loss: 0.0311373 | val_loss: 0.031136 | Time: 2485.92 ms [2022-04-21 09:35:03 main:581] : INFO : Epoch 2009 | loss: 0.0311382 | val_loss: 0.0311358 | Time: 2482.6 ms [2022-04-21 09:35:06 main:581] : INFO : Epoch 2010 | loss: 0.0311371 | val_loss: 0.0311383 | Time: 2482.89 ms [2022-04-21 09:35:08 main:581] : INFO : Epoch 2011 | loss: 0.0311372 | val_loss: 0.0311351 | Time: 2483.18 ms [2022-04-21 09:35:11 main:581] : INFO : Epoch 2012 | loss: 0.0311362 | val_loss: 0.0311356 | Time: 2481.19 ms [2022-04-21 09:35:13 main:581] : INFO : Epoch 2013 | loss: 0.0311364 | val_loss: 0.0311346 | Time: 2484.45 ms [2022-04-21 09:35:16 main:581] : INFO : Epoch 2014 | loss: 0.0311351 | val_loss: 0.0311346 | Time: 2482.84 ms [2022-04-21 09:35:18 main:581] : INFO : Epoch 2015 | loss: 0.0311352 | val_loss: 0.0311345 | Time: 2480.03 ms [2022-04-21 09:35:21 main:581] : INFO : Epoch 2016 | loss: 0.0311354 | val_loss: 0.0311348 | Time: 2480.42 ms [2022-04-21 09:35:23 main:581] : INFO : Epoch 2017 | loss: 0.0311355 | val_loss: 0.0311338 | Time: 2484.89 ms [2022-04-21 09:35:26 main:581] : INFO : Epoch 2018 | loss: 0.0311362 | val_loss: 0.0311336 | Time: 2481.38 ms [2022-04-21 09:35:28 main:581] : INFO : Epoch 2019 | loss: 0.0311365 | val_loss: 0.0311367 | Time: 2481.4 ms [2022-04-21 09:35:31 main:581] : INFO : Epoch 2020 | loss: 0.0311353 | val_loss: 0.0311401 | Time: 2480.99 ms [2022-04-21 09:35:33 main:581] : INFO : Epoch 2021 | loss: 0.0311362 | val_loss: 0.0311344 | Time: 2481.46 ms [2022-04-21 09:35:36 main:581] : INFO : Epoch 2022 | loss: 0.0311353 | val_loss: 0.0311362 | Time: 2481.87 ms [2022-04-21 09:35:38 main:581] : INFO : Epoch 2023 | loss: 0.031137 | val_loss: 0.0311339 | Time: 2482.5 ms [2022-04-21 09:35:41 main:581] : INFO : Epoch 2024 | loss: 0.0311442 | val_loss: 0.0311443 | Time: 2482.19 ms [2022-04-21 09:35:43 main:581] : INFO : Epoch 2025 | loss: 0.0311449 | val_loss: 0.0311388 | Time: 2483.23 ms [2022-04-21 09:35:46 main:581] : INFO : Epoch 2026 | loss: 0.0311415 | val_loss: 0.0311347 | Time: 2483.49 ms [2022-04-21 09:35:48 main:581] : INFO : Epoch 2027 | loss: 0.0311379 | val_loss: 0.0311389 | Time: 2481.2 ms [2022-04-21 09:35:51 main:581] : INFO : Epoch 2028 | loss: 0.0311394 | val_loss: 0.0311331 | Time: 2482.61 ms [2022-04-21 09:35:53 main:581] : INFO : Epoch 2029 | loss: 0.0311365 | val_loss: 0.0311341 | Time: 2483.97 ms [2022-04-21 09:35:56 main:581] : INFO : Epoch 2030 | loss: 0.0311386 | val_loss: 0.031139 | Time: 2482.5 ms [2022-04-21 09:35:58 main:581] : INFO : Epoch 2031 | loss: 0.0311384 | val_loss: 0.03114 | Time: 2483.86 ms [2022-04-21 09:36:00 main:581] : INFO : Epoch 2032 | loss: 0.0311394 | val_loss: 0.0311392 | Time: 2486.01 ms [2022-04-21 09:36:03 main:581] : INFO : Epoch 2033 | loss: 0.0311386 | val_loss: 0.0311389 | Time: 2484.48 ms [2022-04-21 09:36:05 main:581] : INFO : Epoch 2034 | loss: 0.0311372 | val_loss: 0.0311348 | Time: 2481.64 ms [2022-04-21 09:36:08 main:581] : INFO : Epoch 2035 | loss: 0.0311367 | val_loss: 0.0311358 | Time: 2482.83 ms [2022-04-21 09:36:10 main:581] : INFO : Epoch 2036 | loss: 0.0311368 | val_loss: 0.0311346 | Time: 2481.97 ms [2022-04-21 09:36:13 main:581] : INFO : Epoch 2037 | loss: 0.0311342 | val_loss: 0.0311357 | Time: 2484.13 ms [2022-04-21 09:36:15 main:581] : INFO : Epoch 2038 | loss: 0.0311353 | val_loss: 0.031137 | Time: 2481.81 ms [2022-04-21 09:36:18 main:581] : INFO : Epoch 2039 | loss: 0.0311344 | val_loss: 0.0311356 | Time: 2482.18 ms [2022-04-21 09:36:20 main:581] : INFO : Epoch 2040 | loss: 0.0311331 | val_loss: 0.0311328 | Time: 2482.6 ms [2022-04-21 09:36:23 main:581] : INFO : Epoch 2041 | loss: 0.0311336 | val_loss: 0.0311334 | Time: 2480.03 ms [2022-04-21 09:36:25 main:581] : INFO : Epoch 2042 | loss: 0.0311332 | val_loss: 0.0311328 | Time: 2481.31 ms [2022-04-21 09:36:28 main:581] : INFO : Epoch 2043 | loss: 0.0311328 | val_loss: 0.0311329 | Time: 2481.28 ms [2022-04-21 09:36:30 main:581] : INFO : Epoch 2044 | loss: 0.0311328 | val_loss: 0.0311319 | Time: 2482.85 ms [2022-04-21 09:36:33 main:581] : INFO : Epoch 2045 | loss: 0.0311328 | val_loss: 0.0311373 | Time: 2485.3 ms [2022-04-21 09:36:35 main:581] : INFO : Epoch 2046 | loss: 0.0311335 | val_loss: 0.0311323 | Time: 2483.88 ms [2022-04-21 09:36:38 main:581] : INFO : Epoch 2047 | loss: 0.031134 | val_loss: 0.031133 | Time: 2483.55 ms [2022-04-21 09:36:40 main:581] : INFO : Epoch 2048 | loss: 0.0311349 | val_loss: 0.031133 | Time: 2481.4 ms [2022-04-21 09:36:40 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.031133 [2022-04-21 09:36:40 main:610] : INFO : Saving end state to config to file [2022-04-21 09:36:40 main:615] : INFO : Success, exiting.. 09:36:40 (218631): 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)