Task 14624263
| Name | ParityModified-1647047075-2984-3-0_1 |
| Workunit | 11617711 |
| Created | 18 Apr 2022, 22:12:58 UTC |
| Sent | 18 Apr 2022, 22:13:43 UTC |
| Report deadline | 26 Apr 2022, 22:13:43 UTC |
| Received | 21 Apr 2022, 6:07:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21135 |
| Run time | 1 hours 15 min 30 sec |
| CPU time | 1 hours 15 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 13.38 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311219 | val_loss: 0.0311419 | Time: 2202.67 ms [2022-04-21 06:48:58 main:581] : INFO : Epoch 1539 | loss: 0.0311238 | val_loss: 0.0311423 | Time: 2192.85 ms [2022-04-21 06:49:00 main:581] : INFO : Epoch 1540 | loss: 0.0311205 | val_loss: 0.0311426 | Time: 2209.88 ms [2022-04-21 06:49:03 main:581] : INFO : Epoch 1541 | loss: 0.031118 | val_loss: 0.0311416 | Time: 2273.67 ms [2022-04-21 06:49:05 main:581] : INFO : Epoch 1542 | loss: 0.0311193 | val_loss: 0.0311411 | Time: 2271.71 ms [2022-04-21 06:49:07 main:581] : INFO : Epoch 1543 | loss: 0.0311179 | val_loss: 0.0311411 | Time: 2256.04 ms [2022-04-21 06:49:10 main:581] : INFO : Epoch 1544 | loss: 0.0311178 | val_loss: 0.0311426 | Time: 2431.54 ms [2022-04-21 06:49:12 main:581] : INFO : Epoch 1545 | loss: 0.0311189 | val_loss: 0.031145 | Time: 2288.41 ms [2022-04-21 06:49:14 main:581] : INFO : Epoch 1546 | loss: 0.0311206 | val_loss: 0.0311425 | Time: 2155.92 ms [2022-04-21 06:49:16 main:581] : INFO : Epoch 1547 | loss: 0.0311242 | val_loss: 0.0311467 | Time: 2158.98 ms [2022-04-21 06:49:18 main:581] : INFO : Epoch 1548 | loss: 0.0311323 | val_loss: 0.0311495 | Time: 2181.17 ms [2022-04-21 06:49:20 main:581] : INFO : Epoch 1549 | loss: 0.0311321 | val_loss: 0.031147 | Time: 2169.37 ms [2022-04-21 06:49:23 main:581] : INFO : Epoch 1550 | loss: 0.0311312 | val_loss: 0.0311608 | Time: 2172.53 ms [2022-04-21 06:49:25 main:581] : INFO : Epoch 1551 | loss: 0.0311294 | val_loss: 0.0311456 | Time: 2151.81 ms [2022-04-21 06:49:27 main:581] : INFO : Epoch 1552 | loss: 0.0311269 | val_loss: 0.0311467 | Time: 2155.2 ms [2022-04-21 06:49:29 main:581] : INFO : Epoch 1553 | loss: 0.0311259 | val_loss: 0.0311449 | Time: 2171.32 ms [2022-04-21 06:49:31 main:581] : INFO : Epoch 1554 | loss: 0.0311254 | val_loss: 0.0311409 | Time: 2162.53 ms [2022-04-21 06:49:33 main:581] : INFO : Epoch 1555 | loss: 0.0311276 | val_loss: 0.0311483 | Time: 2177.96 ms [2022-04-21 06:49:36 main:581] : INFO : Epoch 1556 | loss: 0.0311269 | val_loss: 0.0311457 | Time: 2168.3 ms [2022-04-21 06:49:38 main:581] : INFO : Epoch 1557 | loss: 0.0311266 | val_loss: 0.0311441 | Time: 2191.12 ms [2022-04-21 06:49:40 main:581] : INFO : Epoch 1558 | loss: 0.0311271 | val_loss: 0.0311456 | Time: 2155.49 ms [2022-04-21 06:49:42 main:581] : INFO : Epoch 1559 | loss: 0.0311265 | val_loss: 0.0311417 | Time: 2233.78 ms [2022-04-21 06:49:44 main:581] : INFO : Epoch 1560 | loss: 0.0311258 | val_loss: 0.031143 | Time: 2160.64 ms [2022-04-21 06:49:47 main:581] : INFO : Epoch 1561 | loss: 0.031128 | val_loss: 0.0311455 | Time: 2167.06 ms [2022-04-21 06:49:49 main:581] : INFO : Epoch 1562 | loss: 0.0311275 | val_loss: 0.0311382 | Time: 2194.75 ms [2022-04-21 06:49:51 main:581] : INFO : Epoch 1563 | loss: 0.0311256 | val_loss: 0.0311412 | Time: 2198.27 ms [2022-04-21 06:49:53 main:581] : INFO : Epoch 1564 | loss: 0.0311253 | val_loss: 0.0311465 | Time: 2195.96 ms [2022-04-21 06:49:55 main:581] : INFO : Epoch 1565 | loss: 0.0311252 | val_loss: 0.0311374 | Time: 2157.31 ms [2022-04-21 06:49:58 main:581] : INFO : Epoch 1566 | loss: 0.0311231 | val_loss: 0.0311373 | Time: 2202.51 ms [2022-04-21 06:50:00 main:581] : INFO : Epoch 1567 | loss: 0.0311221 | val_loss: 0.0311363 | Time: 2149.07 ms [2022-04-21 06:50:02 main:581] : INFO : Epoch 1568 | loss: 0.0311242 | val_loss: 0.0311407 | Time: 2195.45 ms [2022-04-21 06:50:04 main:581] : INFO : Epoch 1569 | loss: 0.031126 | val_loss: 0.0311379 | Time: 2130.89 ms [2022-04-21 06:50:06 main:581] : INFO : Epoch 1570 | loss: 0.0311264 | val_loss: 0.0311432 | Time: 2219.06 ms [2022-04-21 06:50:08 main:581] : INFO : Epoch 1571 | loss: 0.0311276 | val_loss: 0.0311364 | Time: 2185.99 ms [2022-04-21 06:50:11 main:581] : INFO : Epoch 1572 | loss: 0.0311241 | val_loss: 0.031136 | Time: 2168.81 ms [2022-04-21 06:50:13 main:581] : INFO : Epoch 1573 | loss: 0.0311254 | val_loss: 0.0311386 | Time: 2168.15 ms [2022-04-21 06:50:15 main:581] : INFO : Epoch 1574 | loss: 0.0311248 | val_loss: 0.0311369 | Time: 2161.01 ms [2022-04-21 06:50:17 main:581] : INFO : Epoch 1575 | loss: 0.0311241 | val_loss: 0.0311437 | Time: 2163.96 ms [2022-04-21 06:50:19 main:581] : INFO : Epoch 1576 | loss: 0.0311231 | val_loss: 0.031137 | Time: 2168.72 ms [2022-04-21 06:50:21 main:581] : INFO : Epoch 1577 | loss: 0.0311197 | val_loss: 0.0311411 | Time: 2176.99 ms [2022-04-21 06:50:24 main:581] : INFO : Epoch 1578 | loss: 0.0311207 | val_loss: 0.0311415 | Time: 2141.57 ms [2022-04-21 06:50:26 main:581] : INFO : Epoch 1579 | loss: 0.0311215 | val_loss: 0.0311362 | Time: 2183.93 ms [2022-04-21 06:50:28 main:581] : INFO : Epoch 1580 | loss: 0.0311192 | val_loss: 0.0311392 | Time: 2170.66 ms [2022-04-21 06:50:30 main:581] : INFO : Epoch 1581 | loss: 0.0311201 | val_loss: 0.0311374 | Time: 2154.09 ms [2022-04-21 06:50:32 main:581] : INFO : Epoch 1582 | loss: 0.0311215 | val_loss: 0.0311374 | Time: 2190.57 ms [2022-04-21 06:50:34 main:581] : INFO : Epoch 1583 | loss: 0.0311195 | val_loss: 0.0311387 | Time: 2160.97 ms [2022-04-21 06:50:37 main:581] : INFO : Epoch 1584 | loss: 0.0311213 | val_loss: 0.0311467 | Time: 2109.32 ms [2022-04-21 06:50:39 main:581] : INFO : Epoch 1585 | loss: 0.0311253 | val_loss: 0.0311412 | Time: 2156.8 ms [2022-04-21 06:50:41 main:581] : INFO : Epoch 1586 | loss: 0.031119 | val_loss: 0.0311337 | Time: 2144.76 ms [2022-04-21 06:50:43 main:581] : INFO : Epoch 1587 | loss: 0.0311175 | val_loss: 0.0311352 | Time: 2175.51 ms [2022-04-21 06:50:45 main:581] : INFO : Epoch 1588 | loss: 0.0311168 | val_loss: 0.0311352 | Time: 2158.37 ms [2022-04-21 06:50:47 main:581] : INFO : Epoch 1589 | loss: 0.0311221 | val_loss: 0.0311384 | Time: 2135.64 ms [2022-04-21 06:50:49 main:581] : INFO : Epoch 1590 | loss: 0.0311205 | val_loss: 0.0311393 | Time: 2167.5 ms [2022-04-21 06:50:52 main:581] : INFO : Epoch 1591 | loss: 0.0311181 | val_loss: 0.0311352 | Time: 2116.18 ms [2022-04-21 06:50:54 main:581] : INFO : Epoch 1592 | loss: 0.0311181 | val_loss: 0.0311397 | Time: 2146.7 ms [2022-04-21 06:50:56 main:581] : INFO : Epoch 1593 | loss: 0.0311158 | val_loss: 0.0311383 | Time: 2155.4 ms [2022-04-21 06:50:58 main:581] : INFO : Epoch 1594 | loss: 0.0311151 | val_loss: 0.031138 | Time: 2159.26 ms [2022-04-21 06:51:00 main:581] : INFO : Epoch 1595 | loss: 0.0311158 | val_loss: 0.0311423 | Time: 2172.83 ms [2022-04-21 06:51:02 main:581] : INFO : Epoch 1596 | loss: 0.0311158 | val_loss: 0.0311345 | Time: 2131.83 ms [2022-04-21 06:51:05 main:581] : INFO : Epoch 1597 | loss: 0.0311143 | val_loss: 0.0311352 | Time: 2182.83 ms [2022-04-21 06:51:07 main:581] : INFO : Epoch 1598 | loss: 0.0311149 | val_loss: 0.0311363 | Time: 2152.5 ms [2022-04-21 06:51:09 main:581] : INFO : Epoch 1599 | loss: 0.0311157 | val_loss: 0.0311335 | Time: 2141.26 ms [2022-04-21 06:51:11 main:581] : INFO : Epoch 1600 | loss: 0.031116 | val_loss: 0.0311351 | Time: 2157.89 ms [2022-04-21 06:51:13 main:581] : INFO : Epoch 1601 | loss: 0.0311192 | val_loss: 0.0311365 | Time: 2172.27 ms [2022-04-21 06:51:15 main:581] : INFO : Epoch 1602 | loss: 0.031115 | val_loss: 0.0311346 | Time: 2163.02 ms [2022-04-21 06:51:17 main:581] : INFO : Epoch 1603 | loss: 0.0311129 | val_loss: 0.0311389 | Time: 2128.72 ms [2022-04-21 06:51:20 main:581] : INFO : Epoch 1604 | loss: 0.0311157 | val_loss: 0.0311395 | Time: 2155.01 ms [2022-04-21 06:51:22 main:581] : INFO : Epoch 1605 | loss: 0.0311247 | val_loss: 0.0311359 | Time: 2151.67 ms [2022-04-21 06:51:24 main:581] : INFO : Epoch 1606 | loss: 0.0311202 | val_loss: 0.0311352 | Time: 2149.36 ms [2022-04-21 06:51:26 main:581] : INFO : Epoch 1607 | loss: 0.0311218 | val_loss: 0.0311347 | Time: 2157.83 ms [2022-04-21 06:51:28 main:581] : INFO : Epoch 1608 | loss: 0.031127 | val_loss: 0.0311368 | Time: 2171.86 ms [2022-04-21 06:51:30 main:581] : INFO : Epoch 1609 | loss: 0.0311313 | val_loss: 0.0311436 | Time: 2166.64 ms [2022-04-21 06:51:33 main:581] : INFO : Epoch 1610 | loss: 0.0311258 | val_loss: 0.0311405 | Time: 2130.99 ms [2022-04-21 06:51:35 main:581] : INFO : Epoch 1611 | loss: 0.0311211 | val_loss: 0.0311356 | Time: 2152.72 ms [2022-04-21 06:51:37 main:581] : INFO : Epoch 1612 | loss: 0.0311201 | val_loss: 0.0311362 | Time: 2145.48 ms [2022-04-21 06:51:39 main:581] : INFO : Epoch 1613 | loss: 0.0311207 | val_loss: 0.0311371 | Time: 2150.61 ms [2022-04-21 06:51:41 main:581] : INFO : Epoch 1614 | loss: 0.0311199 | val_loss: 0.0311386 | Time: 2185.75 ms [2022-04-21 06:51:43 main:581] : INFO : Epoch 1615 | loss: 0.0311184 | val_loss: 0.0311361 | Time: 2185.28 ms [2022-04-21 06:51:45 main:581] : INFO : Epoch 1616 | loss: 0.031124 | val_loss: 0.0311409 | Time: 2150.45 ms [2022-04-21 06:51:48 main:581] : INFO : Epoch 1617 | loss: 0.0311199 | val_loss: 0.0311367 | Time: 2157.21 ms [2022-04-21 06:51:50 main:581] : INFO : Epoch 1618 | loss: 0.03112 | val_loss: 0.0311411 | Time: 2201.14 ms [2022-04-21 06:51:52 main:581] : INFO : Epoch 1619 | loss: 0.0311195 | val_loss: 0.0311417 | Time: 2139.18 ms [2022-04-21 06:51:54 main:581] : INFO : Epoch 1620 | loss: 0.0311163 | val_loss: 0.031136 | Time: 2153.35 ms [2022-04-21 06:51:56 main:581] : INFO : Epoch 1621 | loss: 0.0311159 | val_loss: 0.0311363 | Time: 2159.16 ms [2022-04-21 06:51:59 main:581] : INFO : Epoch 1622 | loss: 0.031119 | val_loss: 0.0311371 | Time: 2221.79 ms [2022-04-21 06:52:01 main:581] : INFO : Epoch 1623 | loss: 0.0311159 | val_loss: 0.0311392 | Time: 2216.59 ms [2022-04-21 06:52:03 main:581] : INFO : Epoch 1624 | loss: 0.0311157 | val_loss: 0.031136 | Time: 2161.96 ms [2022-04-21 06:52:05 main:581] : INFO : Epoch 1625 | loss: 0.0311182 | val_loss: 0.0311372 | Time: 2171.58 ms [2022-04-21 06:52:07 main:581] : INFO : Epoch 1626 | loss: 0.0311166 | val_loss: 0.0311388 | Time: 2165.73 ms [2022-04-21 06:52:09 main:581] : INFO : Epoch 1627 | loss: 0.0311159 | val_loss: 0.0311346 | Time: 2181.65 ms [2022-04-21 06:52:12 main:581] : INFO : Epoch 1628 | loss: 0.0311137 | val_loss: 0.0311342 | Time: 2182.91 ms [2022-04-21 06:52:14 main:581] : INFO : Epoch 1629 | loss: 0.0311129 | val_loss: 0.0311369 | Time: 2188.13 ms [2022-04-21 06:52:16 main:581] : INFO : Epoch 1630 | loss: 0.0311139 | val_loss: 0.0311427 | Time: 2153.27 ms [2022-04-21 06:52:18 main:581] : INFO : Epoch 1631 | loss: 0.0311174 | val_loss: 0.0311383 | Time: 2161.25 ms [2022-04-21 06:52:20 main:581] : INFO : Epoch 1632 | loss: 0.0311144 | val_loss: 0.0311425 | Time: 2179.55 ms [2022-04-21 06:52:22 main:581] : INFO : Epoch 1633 | loss: 0.0311149 | val_loss: 0.031141 | Time: 2154.04 ms [2022-04-21 06:52:25 main:581] : INFO : Epoch 1634 | loss: 0.031113 | val_loss: 0.0311354 | Time: 2160.58 ms [2022-04-21 06:52:27 main:581] : INFO : Epoch 1635 | loss: 0.0311147 | val_loss: 0.0311311 | Time: 2166.23 ms [2022-04-21 06:52:29 main:581] : INFO : Epoch 1636 | loss: 0.0311158 | val_loss: 0.0311334 | Time: 2151.79 ms [2022-04-21 06:52:31 main:581] : INFO : Epoch 1637 | loss: 0.0311134 | val_loss: 0.0311348 | Time: 2153.82 ms [2022-04-21 06:52:33 main:581] : INFO : Epoch 1638 | loss: 0.0311113 | val_loss: 0.0311329 | Time: 2159.68 ms [2022-04-21 06:52:35 main:581] : INFO : Epoch 1639 | loss: 0.0311102 | val_loss: 0.0311337 | Time: 2179.93 ms [2022-04-21 06:52:38 main:581] : INFO : Epoch 1640 | loss: 0.0311107 | val_loss: 0.0311367 | Time: 2148.7 ms [2022-04-21 06:52:40 main:581] : INFO : Epoch 1641 | loss: 0.0311102 | val_loss: 0.0311344 | Time: 2159.29 ms [2022-04-21 06:52:42 main:581] : INFO : Epoch 1642 | loss: 0.0311148 | val_loss: 0.0311332 | Time: 2155.29 ms [2022-04-21 06:52:44 main:581] : INFO : Epoch 1643 | loss: 0.0311087 | val_loss: 0.0311329 | Time: 2186.94 ms [2022-04-21 06:52:46 main:581] : INFO : Epoch 1644 | loss: 0.0311095 | val_loss: 0.0311373 | Time: 2200.9 ms [2022-04-21 06:52:48 main:581] : INFO : Epoch 1645 | loss: 0.0311105 | val_loss: 0.0311349 | Time: 2152.87 ms [2022-04-21 06:52:51 main:581] : INFO : Epoch 1646 | loss: 0.0311089 | val_loss: 0.0311333 | Time: 2189.09 ms [2022-04-21 06:52:53 main:581] : INFO : Epoch 1647 | loss: 0.0311091 | val_loss: 0.0311303 | Time: 2159.02 ms [2022-04-21 06:52:55 main:581] : INFO : Epoch 1648 | loss: 0.0311092 | val_loss: 0.0311331 | Time: 2142.34 ms [2022-04-21 06:52:57 main:581] : INFO : Epoch 1649 | loss: 0.0311122 | val_loss: 0.0311357 | Time: 2163.23 ms [2022-04-21 06:52:59 main:581] : INFO : Epoch 1650 | loss: 0.0311106 | val_loss: 0.0311372 | Time: 2172.52 ms [2022-04-21 06:53:01 main:581] : INFO : Epoch 1651 | loss: 0.0311104 | val_loss: 0.0311273 | Time: 2190.65 ms [2022-04-21 06:53:04 main:581] : INFO : Epoch 1652 | loss: 0.03111 | val_loss: 0.0311303 | Time: 2118.58 ms [2022-04-21 06:53:06 main:581] : INFO : Epoch 1653 | loss: 0.0311104 | val_loss: 0.0311312 | Time: 2163.54 ms [2022-04-21 06:53:08 main:581] : INFO : Epoch 1654 | loss: 0.0311137 | val_loss: 0.0311376 | Time: 2148.65 ms [2022-04-21 06:53:10 main:581] : INFO : Epoch 1655 | loss: 0.0311151 | val_loss: 0.031134 | Time: 2154.04 ms [2022-04-21 06:53:12 main:581] : INFO : Epoch 1656 | loss: 0.0311141 | val_loss: 0.0311349 | Time: 2162.22 ms [2022-04-21 06:53:14 main:581] : INFO : Epoch 1657 | loss: 0.0311143 | val_loss: 0.0311287 | Time: 2163.84 ms [2022-04-21 06:53:17 main:581] : INFO : Epoch 1658 | loss: 0.0311107 | val_loss: 0.0311325 | Time: 2169.45 ms [2022-04-21 06:53:19 main:581] : INFO : Epoch 1659 | loss: 0.0311103 | val_loss: 0.0311308 | Time: 2139.84 ms [2022-04-21 06:53:21 main:581] : INFO : Epoch 1660 | loss: 0.0311087 | val_loss: 0.0311331 | Time: 2151.79 ms [2022-04-21 06:53:23 main:581] : INFO : Epoch 1661 | loss: 0.0311086 | val_loss: 0.0311297 | Time: 2177.02 ms [2022-04-21 06:53:25 main:581] : INFO : Epoch 1662 | loss: 0.0311088 | val_loss: 0.0311288 | Time: 2139.1 ms [2022-04-21 06:53:27 main:581] : INFO : Epoch 1663 | loss: 0.0311077 | val_loss: 0.031131 | Time: 2193.15 ms [2022-04-21 06:53:30 main:581] : INFO : Epoch 1664 | loss: 0.0311073 | val_loss: 0.0311333 | Time: 2188.98 ms [2022-04-21 06:53:32 main:581] : INFO : Epoch 1665 | loss: 0.0311053 | val_loss: 0.031135 | Time: 2155.55 ms [2022-04-21 06:53:34 main:581] : INFO : Epoch 1666 | loss: 0.0311085 | val_loss: 0.0311331 | Time: 2156.55 ms [2022-04-21 06:53:36 main:581] : INFO : Epoch 1667 | loss: 0.0311115 | val_loss: 0.0311429 | Time: 2183.81 ms [2022-04-21 06:53:38 main:581] : INFO : Epoch 1668 | loss: 0.0311145 | val_loss: 0.0311333 | Time: 2167.44 ms [2022-04-21 06:53:40 main:581] : INFO : Epoch 1669 | loss: 0.0311184 | val_loss: 0.0311432 | Time: 2145.61 ms [2022-04-21 06:53:42 main:581] : INFO : Epoch 1670 | loss: 0.0311248 | val_loss: 0.0311325 | Time: 2157.98 ms [2022-04-21 06:53:45 main:581] : INFO : Epoch 1671 | loss: 0.0311151 | val_loss: 0.031133 | Time: 2174.08 ms [2022-04-21 06:53:47 main:581] : INFO : Epoch 1672 | loss: 0.0311141 | val_loss: 0.0311382 | Time: 2189.06 ms [2022-04-21 06:53:49 main:581] : INFO : Epoch 1673 | loss: 0.0311138 | val_loss: 0.0311351 | Time: 2174.81 ms [2022-04-21 06:53:51 main:581] : INFO : Epoch 1674 | loss: 0.0311124 | val_loss: 0.0311337 | Time: 2174.01 ms [2022-04-21 06:53:53 main:581] : INFO : Epoch 1675 | loss: 0.0311134 | val_loss: 0.0311337 | Time: 2160.52 ms [2022-04-21 06:53:56 main:581] : INFO : Epoch 1676 | loss: 0.0311072 | val_loss: 0.0311307 | Time: 2180.9 ms [2022-04-21 06:53:58 main:581] : INFO : Epoch 1677 | loss: 0.0311086 | val_loss: 0.0311338 | Time: 2235.37 ms [2022-04-21 06:54:00 main:581] : INFO : Epoch 1678 | loss: 0.0311087 | val_loss: 0.0311353 | Time: 2163.87 ms [2022-04-21 06:54:02 main:581] : INFO : Epoch 1679 | loss: 0.0311064 | val_loss: 0.0311375 | Time: 2162.21 ms [2022-04-21 06:54:04 main:581] : INFO : Epoch 1680 | loss: 0.0311067 | val_loss: 0.0311324 | Time: 2177.69 ms [2022-04-21 06:54:06 main:581] : INFO : Epoch 1681 | loss: 0.0311048 | val_loss: 0.0311337 | Time: 2171.79 ms [2022-04-21 06:54:09 main:581] : INFO : Epoch 1682 | loss: 0.0311061 | val_loss: 0.0311358 | Time: 2182.56 ms [2022-04-21 06:54:11 main:581] : INFO : Epoch 1683 | loss: 0.0311049 | val_loss: 0.0311358 | Time: 2157.63 ms [2022-04-21 06:54:13 main:581] : INFO : Epoch 1684 | loss: 0.0311034 | val_loss: 0.031131 | Time: 2165.04 ms [2022-04-21 06:54:15 main:581] : INFO : Epoch 1685 | loss: 0.0311043 | val_loss: 0.0311305 | Time: 2197.46 ms [2022-04-21 06:54:17 main:581] : INFO : Epoch 1686 | loss: 0.0311038 | val_loss: 0.0311292 | Time: 2170.07 ms [2022-04-21 06:54:19 main:581] : INFO : Epoch 1687 | loss: 0.0311061 | val_loss: 0.031139 | Time: 2141.7 ms [2022-04-21 06:54:22 main:581] : INFO : Epoch 1688 | loss: 0.0311082 | val_loss: 0.0311347 | Time: 2159.62 ms [2022-04-21 06:54:24 main:581] : INFO : Epoch 1689 | loss: 0.0311067 | val_loss: 0.0311348 | Time: 2139.08 ms [2022-04-21 06:54:26 main:581] : INFO : Epoch 1690 | loss: 0.0311056 | val_loss: 0.0311329 | Time: 2165.76 ms [2022-04-21 06:54:28 main:581] : INFO : Epoch 1691 | loss: 0.0311053 | val_loss: 0.0311305 | Time: 2177.06 ms [2022-04-21 06:54:30 main:581] : INFO : Epoch 1692 | loss: 0.0311093 | val_loss: 0.031134 | Time: 2192.3 ms [2022-04-21 06:54:33 main:581] : INFO : Epoch 1693 | loss: 0.0311097 | val_loss: 0.0311337 | Time: 2214.34 ms [2022-04-21 06:54:35 main:581] : INFO : Epoch 1694 | loss: 0.0311088 | val_loss: 0.0311311 | Time: 2145.51 ms [2022-04-21 06:54:37 main:581] : INFO : Epoch 1695 | loss: 0.0311089 | val_loss: 0.0311412 | Time: 2181.74 ms [2022-04-21 06:54:39 main:581] : INFO : Epoch 1696 | loss: 0.0311095 | val_loss: 0.0311307 | Time: 2166.39 ms [2022-04-21 06:54:41 main:581] : INFO : Epoch 1697 | loss: 0.0311089 | val_loss: 0.0311339 | Time: 2199.77 ms [2022-04-21 06:54:43 main:581] : INFO : Epoch 1698 | loss: 0.0311065 | val_loss: 0.0311306 | Time: 2173.06 ms [2022-04-21 06:54:46 main:581] : INFO : Epoch 1699 | loss: 0.0311041 | val_loss: 0.0311336 | Time: 2174.07 ms [2022-04-21 06:54:48 main:581] : INFO : Epoch 1700 | loss: 0.031105 | val_loss: 0.0311292 | Time: 2154.15 ms [2022-04-21 06:54:50 main:581] : INFO : Epoch 1701 | loss: 0.0311049 | val_loss: 0.0311286 | Time: 2187.61 ms [2022-04-21 06:54:52 main:581] : INFO : Epoch 1702 | loss: 0.0311062 | val_loss: 0.0311337 | Time: 2160.4 ms [2022-04-21 06:54:54 main:581] : INFO : Epoch 1703 | loss: 0.0311084 | val_loss: 0.0311399 | Time: 2153.94 ms [2022-04-21 06:54:56 main:581] : INFO : Epoch 1704 | loss: 0.0311108 | val_loss: 0.0311314 | Time: 2152.21 ms [2022-04-21 06:54:59 main:581] : INFO : Epoch 1705 | loss: 0.0311054 | val_loss: 0.0311316 | Time: 2191.95 ms [2022-04-21 06:55:01 main:581] : INFO : Epoch 1706 | loss: 0.0311097 | val_loss: 0.0311306 | Time: 2191.39 ms [2022-04-21 06:55:03 main:581] : INFO : Epoch 1707 | loss: 0.0311127 | val_loss: 0.0311314 | Time: 2187.86 ms [2022-04-21 06:55:05 main:581] : INFO : Epoch 1708 | loss: 0.0311108 | val_loss: 0.0311294 | Time: 2209.86 ms [2022-04-21 06:55:07 main:581] : INFO : Epoch 1709 | loss: 0.0311082 | val_loss: 0.0311292 | Time: 2157.31 ms [2022-04-21 06:55:10 main:581] : INFO : Epoch 1710 | loss: 0.0311097 | val_loss: 0.0311367 | Time: 2211.39 ms [2022-04-21 06:55:12 main:581] : INFO : Epoch 1711 | loss: 0.0311095 | val_loss: 0.0311317 | Time: 2474.19 ms [2022-04-21 06:55:14 main:581] : INFO : Epoch 1712 | loss: 0.0311065 | val_loss: 0.0311306 | Time: 2317.26 ms [2022-04-21 06:55:16 main:581] : INFO : Epoch 1713 | loss: 0.0311079 | val_loss: 0.031127 | Time: 2158.57 ms [2022-04-21 06:55:19 main:581] : INFO : Epoch 1714 | loss: 0.0311063 | val_loss: 0.0311305 | Time: 2152.43 ms [2022-04-21 06:55:21 main:581] : INFO : Epoch 1715 | loss: 0.0311057 | val_loss: 0.0311369 | Time: 2149.42 ms [2022-04-21 06:55:23 main:581] : INFO : Epoch 1716 | loss: 0.031109 | val_loss: 0.0311337 | Time: 2156.69 ms [2022-04-21 06:55:25 main:581] : INFO : Epoch 1717 | loss: 0.0311094 | val_loss: 0.0311321 | Time: 2151.25 ms [2022-04-21 06:55:27 main:581] : INFO : Epoch 1718 | loss: 0.0311085 | val_loss: 0.0311383 | Time: 2170.93 ms [2022-04-21 06:55:29 main:581] : INFO : Epoch 1719 | loss: 0.0311043 | val_loss: 0.0311361 | Time: 2152.54 ms [2022-04-21 06:55:32 main:581] : INFO : Epoch 1720 | loss: 0.0311082 | val_loss: 0.0311352 | Time: 2161.88 ms [2022-04-21 06:55:34 main:581] : INFO : Epoch 1721 | loss: 0.0311108 | val_loss: 0.0311292 | Time: 2131.46 ms [2022-04-21 06:55:36 main:581] : INFO : Epoch 1722 | loss: 0.0311088 | val_loss: 0.0311302 | Time: 2163.33 ms [2022-04-21 06:55:38 main:581] : INFO : Epoch 1723 | loss: 0.0311089 | val_loss: 0.0311389 | Time: 2157.89 ms [2022-04-21 06:55:40 main:581] : INFO : Epoch 1724 | loss: 0.0311065 | val_loss: 0.0311296 | Time: 2165.61 ms [2022-04-21 06:55:42 main:581] : INFO : Epoch 1725 | loss: 0.0311059 | val_loss: 0.0311297 | Time: 2220.68 ms [2022-04-21 06:55:45 main:581] : INFO : Epoch 1726 | loss: 0.0311092 | val_loss: 0.0311307 | Time: 2143.18 ms [2022-04-21 06:55:47 main:581] : INFO : Epoch 1727 | loss: 0.0311048 | val_loss: 0.0311284 | Time: 2172.23 ms [2022-04-21 06:55:49 main:581] : INFO : Epoch 1728 | loss: 0.0311036 | val_loss: 0.0311281 | Time: 2203.47 ms [2022-04-21 06:55:51 main:581] : INFO : Epoch 1729 | loss: 0.0311028 | val_loss: 0.0311321 | Time: 2158.18 ms [2022-04-21 06:55:53 main:581] : INFO : Epoch 1730 | loss: 0.0311079 | val_loss: 0.0311347 | Time: 2199.35 ms [2022-04-21 06:55:55 main:581] : INFO : Epoch 1731 | loss: 0.0311065 | val_loss: 0.0311295 | Time: 2142.65 ms [2022-04-21 06:55:58 main:581] : INFO : Epoch 1732 | loss: 0.031105 | val_loss: 0.0311313 | Time: 2192.65 ms [2022-04-21 06:56:00 main:581] : INFO : Epoch 1733 | loss: 0.0311146 | val_loss: 0.0311337 | Time: 2208.13 ms [2022-04-21 06:56:02 main:581] : INFO : Epoch 1734 | loss: 0.0311173 | val_loss: 0.0311374 | Time: 2167.13 ms [2022-04-21 06:56:04 main:581] : INFO : Epoch 1735 | loss: 0.031128 | val_loss: 0.031141 | Time: 2161.02 ms [2022-04-21 06:56:06 main:581] : INFO : Epoch 1736 | loss: 0.0311246 | val_loss: 0.0311317 | Time: 2173.28 ms [2022-04-21 06:56:09 main:581] : INFO : Epoch 1737 | loss: 0.0311236 | val_loss: 0.0311326 | Time: 2185.93 ms [2022-04-21 06:56:11 main:581] : INFO : Epoch 1738 | loss: 0.03112 | val_loss: 0.0311417 | Time: 2153.64 ms [2022-04-21 06:56:13 main:581] : INFO : Epoch 1739 | loss: 0.031121 | val_loss: 0.0311419 | Time: 2157.88 ms [2022-04-21 06:56:15 main:581] : INFO : Epoch 1740 | loss: 0.0311196 | val_loss: 0.0311364 | Time: 2165.81 ms [2022-04-21 06:56:17 main:581] : INFO : Epoch 1741 | loss: 0.0311122 | val_loss: 0.0311336 | Time: 2159.63 ms [2022-04-21 06:56:19 main:581] : INFO : Epoch 1742 | loss: 0.0311096 | val_loss: 0.0311335 | Time: 2154.87 ms [2022-04-21 06:56:21 main:581] : INFO : Epoch 1743 | loss: 0.0311103 | val_loss: 0.0311384 | Time: 2166.43 ms [2022-04-21 06:56:24 main:581] : INFO : Epoch 1744 | loss: 0.0311081 | val_loss: 0.0311329 | Time: 2190.57 ms [2022-04-21 06:56:26 main:581] : INFO : Epoch 1745 | loss: 0.0311082 | val_loss: 0.0311357 | Time: 2176.8 ms [2022-04-21 06:56:28 main:581] : INFO : Epoch 1746 | loss: 0.0311071 | val_loss: 0.0311343 | Time: 2184.67 ms [2022-04-21 06:56:30 main:581] : INFO : Epoch 1747 | loss: 0.0311082 | val_loss: 0.0311339 | Time: 2198.03 ms [2022-04-21 06:56:32 main:581] : INFO : Epoch 1748 | loss: 0.031108 | val_loss: 0.0311358 | Time: 2156.01 ms [2022-04-21 06:56:35 main:581] : INFO : Epoch 1749 | loss: 0.0311071 | val_loss: 0.0311366 | Time: 2143.89 ms [2022-04-21 06:56:37 main:581] : INFO : Epoch 1750 | loss: 0.031111 | val_loss: 0.0311352 | Time: 2154.67 ms [2022-04-21 06:56:39 main:581] : INFO : Epoch 1751 | loss: 0.0311064 | val_loss: 0.031137 | Time: 2177.82 ms [2022-04-21 06:56:41 main:581] : INFO : Epoch 1752 | loss: 0.0311056 | val_loss: 0.0311333 | Time: 2166.28 ms [2022-04-21 06:56:43 main:581] : INFO : Epoch 1753 | loss: 0.031104 | val_loss: 0.0311357 | Time: 2187.13 ms [2022-04-21 06:56:45 main:581] : INFO : Epoch 1754 | loss: 0.0311066 | val_loss: 0.0311327 | Time: 2166.99 ms [2022-04-21 06:56:48 main:581] : INFO : Epoch 1755 | loss: 0.031106 | val_loss: 0.0311448 | Time: 2190.27 ms [2022-04-21 06:56:50 main:581] : INFO : Epoch 1756 | loss: 0.0311051 | val_loss: 0.0311387 | Time: 2167.68 ms [2022-04-21 06:56:52 main:581] : INFO : Epoch 1757 | loss: 0.031104 | val_loss: 0.031139 | Time: 2158.03 ms [2022-04-21 06:56:54 main:581] : INFO : Epoch 1758 | loss: 0.0311019 | val_loss: 0.0311364 | Time: 2171.26 ms [2022-04-21 06:56:56 main:581] : INFO : Epoch 1759 | loss: 0.0311039 | val_loss: 0.031134 | Time: 2172.97 ms [2022-04-21 06:56:58 main:581] : INFO : Epoch 1760 | loss: 0.0311071 | val_loss: 0.0311343 | Time: 2191.38 ms [2022-04-21 06:57:01 main:581] : INFO : Epoch 1761 | loss: 0.0311083 | val_loss: 0.0311353 | Time: 2185.14 ms [2022-04-21 06:57:03 main:581] : INFO : Epoch 1762 | loss: 0.0311055 | val_loss: 0.0311315 | Time: 2180.99 ms [2022-04-21 06:57:05 main:581] : INFO : Epoch 1763 | loss: 0.0311048 | val_loss: 0.0311302 | Time: 2223.88 ms [2022-04-21 06:57:07 main:581] : INFO : Epoch 1764 | loss: 0.0311043 | val_loss: 0.0311443 | Time: 2218.36 ms [2022-04-21 06:57:09 main:581] : INFO : Epoch 1765 | loss: 0.0311042 | val_loss: 0.0311335 | Time: 2191.14 ms [2022-04-21 06:57:12 main:581] : INFO : Epoch 1766 | loss: 0.0311046 | val_loss: 0.0311371 | Time: 2209.28 ms [2022-04-21 06:57:14 main:581] : INFO : Epoch 1767 | loss: 0.0311052 | val_loss: 0.0311289 | Time: 2179.21 ms [2022-04-21 06:57:16 main:581] : INFO : Epoch 1768 | loss: 0.0311068 | val_loss: 0.0311286 | Time: 2189.46 ms [2022-04-21 06:57:18 main:581] : INFO : Epoch 1769 | loss: 0.0311045 | val_loss: 0.0311337 | Time: 2223.84 ms [2022-04-21 06:57:20 main:581] : INFO : Epoch 1770 | loss: 0.0311029 | val_loss: 0.0311273 | Time: 2207.38 ms [2022-04-21 06:57:23 main:581] : INFO : Epoch 1771 | loss: 0.0311027 | val_loss: 0.0311348 | Time: 2195.55 ms [2022-04-21 06:57:25 main:581] : INFO : Epoch 1772 | loss: 0.0311038 | val_loss: 0.0311295 | Time: 2193.27 ms [2022-04-21 06:57:27 main:581] : INFO : Epoch 1773 | loss: 0.0311039 | val_loss: 0.0311373 | Time: 2220.21 ms [2022-04-21 06:57:29 main:581] : INFO : Epoch 1774 | loss: 0.0311012 | val_loss: 0.03113 | Time: 2209.4 ms [2022-04-21 06:57:32 main:581] : INFO : Epoch 1775 | loss: 0.0310998 | val_loss: 0.0311296 | Time: 2218.86 ms [2022-04-21 06:57:34 main:581] : INFO : Epoch 1776 | loss: 0.0311 | val_loss: 0.0311279 | Time: 2188.32 ms [2022-04-21 06:57:36 main:581] : INFO : Epoch 1777 | loss: 0.0311 | val_loss: 0.0311276 | Time: 2220.07 ms [2022-04-21 06:57:38 main:581] : INFO : Epoch 1778 | loss: 0.0310991 | val_loss: 0.0311339 | Time: 2193.3 ms [2022-04-21 06:57:40 main:581] : INFO : Epoch 1779 | loss: 0.0311045 | val_loss: 0.0311303 | Time: 2211.99 ms [2022-04-21 06:57:42 main:581] : INFO : Epoch 1780 | loss: 0.0310996 | val_loss: 0.0311296 | Time: 2171.56 ms [2022-04-21 06:57:45 main:581] : INFO : Epoch 1781 | loss: 0.0310978 | val_loss: 0.0311296 | Time: 2206.11 ms [2022-04-21 06:57:47 main:581] : INFO : Epoch 1782 | loss: 0.0311019 | val_loss: 0.0311307 | Time: 2207.25 ms [2022-04-21 06:57:49 main:581] : INFO : Epoch 1783 | loss: 0.031102 | val_loss: 0.0311331 | Time: 2188.78 ms [2022-04-21 06:57:51 main:581] : INFO : Epoch 1784 | loss: 0.0311016 | val_loss: 0.0311297 | Time: 2208.6 ms [2022-04-21 06:57:53 main:581] : INFO : Epoch 1785 | loss: 0.0311002 | val_loss: 0.0311286 | Time: 2184.87 ms [2022-04-21 06:57:56 main:581] : INFO : Epoch 1786 | loss: 0.031101 | val_loss: 0.0311324 | Time: 2210.73 ms [2022-04-21 06:57:58 main:581] : INFO : Epoch 1787 | loss: 0.0311009 | val_loss: 0.0311318 | Time: 2221.91 ms [2022-04-21 06:58:00 main:581] : INFO : Epoch 1788 | loss: 0.0310996 | val_loss: 0.0311344 | Time: 2190.16 ms [2022-04-21 06:58:02 main:581] : INFO : Epoch 1789 | loss: 0.0311042 | val_loss: 0.031138 | Time: 2211.73 ms [2022-04-21 06:58:05 main:581] : INFO : Epoch 1790 | loss: 0.0311025 | val_loss: 0.0311331 | Time: 2182.8 ms [2022-04-21 06:58:07 main:581] : INFO : Epoch 1791 | loss: 0.0310997 | val_loss: 0.0311288 | Time: 2208.09 ms [2022-04-21 06:58:09 main:581] : INFO : Epoch 1792 | loss: 0.0310991 | val_loss: 0.0311322 | Time: 2201.55 ms [2022-04-21 06:58:11 main:581] : INFO : Epoch 1793 | loss: 0.0310968 | val_loss: 0.0311296 | Time: 2190.77 ms [2022-04-21 06:58:13 main:581] : INFO : Epoch 1794 | loss: 0.0310973 | val_loss: 0.031133 | Time: 2205.15 ms [2022-04-21 06:58:16 main:581] : INFO : Epoch 1795 | loss: 0.0310986 | val_loss: 0.0311324 | Time: 2196.74 ms [2022-04-21 06:58:18 main:581] : INFO : Epoch 1796 | loss: 0.031098 | val_loss: 0.0311294 | Time: 2199.47 ms [2022-04-21 06:58:20 main:581] : INFO : Epoch 1797 | loss: 0.0310979 | val_loss: 0.0311288 | Time: 2199.36 ms [2022-04-21 06:58:22 main:581] : INFO : Epoch 1798 | loss: 0.0310952 | val_loss: 0.0311292 | Time: 2205.29 ms [2022-04-21 06:58:24 main:581] : INFO : Epoch 1799 | loss: 0.0310968 | val_loss: 0.0311291 | Time: 2207.14 ms [2022-04-21 06:58:27 main:581] : INFO : Epoch 1800 | loss: 0.0310947 | val_loss: 0.0311278 | Time: 2192.04 ms [2022-04-21 06:58:29 main:581] : INFO : Epoch 1801 | loss: 0.0310971 | val_loss: 0.0311391 | Time: 2208.3 ms [2022-04-21 06:58:31 main:581] : INFO : Epoch 1802 | loss: 0.0310998 | val_loss: 0.0311286 | Time: 2198.84 ms [2022-04-21 06:58:33 main:581] : INFO : Epoch 1803 | loss: 0.0310961 | val_loss: 0.0311312 | Time: 2196.85 ms [2022-04-21 06:58:35 main:581] : INFO : Epoch 1804 | loss: 0.0310961 | val_loss: 0.0311291 | Time: 2216.64 ms [2022-04-21 06:58:38 main:581] : INFO : Epoch 1805 | loss: 0.031098 | val_loss: 0.0311294 | Time: 2196.4 ms [2022-04-21 06:58:40 main:581] : INFO : Epoch 1806 | loss: 0.0310979 | val_loss: 0.0311313 | Time: 2209.34 ms [2022-04-21 06:58:42 main:581] : INFO : Epoch 1807 | loss: 0.0310955 | val_loss: 0.0311323 | Time: 2199.09 ms [2022-04-21 06:58:44 main:581] : INFO : Epoch 1808 | loss: 0.0310967 | val_loss: 0.0311308 | Time: 2198 ms [2022-04-21 06:58:46 main:581] : INFO : Epoch 1809 | loss: 0.031098 | val_loss: 0.0311329 | Time: 2201.59 ms [2022-04-21 06:58:49 main:581] : INFO : Epoch 1810 | loss: 0.0311003 | val_loss: 0.0311353 | Time: 2179.17 ms [2022-04-21 06:58:51 main:581] : INFO : Epoch 1811 | loss: 0.0311011 | val_loss: 0.0311314 | Time: 2186.86 ms [2022-04-21 06:58:53 main:581] : INFO : Epoch 1812 | loss: 0.0310971 | val_loss: 0.0311344 | Time: 2188.22 ms [2022-04-21 06:58:55 main:581] : INFO : Epoch 1813 | loss: 0.0310984 | val_loss: 0.0311307 | Time: 2200.48 ms [2022-04-21 06:58:57 main:581] : INFO : Epoch 1814 | loss: 0.0310978 | val_loss: 0.0311284 | Time: 2191.24 ms [2022-04-21 06:58:59 main:581] : INFO : Epoch 1815 | loss: 0.0311068 | val_loss: 0.0311433 | Time: 2203.33 ms [2022-04-21 06:59:02 main:581] : INFO : Epoch 1816 | loss: 0.031121 | val_loss: 0.0311435 | Time: 2251.82 ms [2022-04-21 06:59:04 main:581] : INFO : Epoch 1817 | loss: 0.0311204 | val_loss: 0.0311377 | Time: 2192.06 ms [2022-04-21 06:59:06 main:581] : INFO : Epoch 1818 | loss: 0.0311237 | val_loss: 0.0311384 | Time: 2190.97 ms [2022-04-21 06:59:08 main:581] : INFO : Epoch 1819 | loss: 0.0311175 | val_loss: 0.0311388 | Time: 2188.9 ms [2022-04-21 06:59:11 main:581] : INFO : Epoch 1820 | loss: 0.0311161 | val_loss: 0.0311355 | Time: 2188.61 ms [2022-04-21 06:59:13 main:581] : INFO : Epoch 1821 | loss: 0.0311122 | val_loss: 0.031129 | Time: 2152.77 ms [2022-04-21 06:59:15 main:581] : INFO : Epoch 1822 | loss: 0.0311098 | val_loss: 0.0311317 | Time: 2176.84 ms [2022-04-21 06:59:17 main:581] : INFO : Epoch 1823 | loss: 0.0311095 | val_loss: 0.0311291 | Time: 2192.28 ms [2022-04-21 06:59:19 main:581] : INFO : Epoch 1824 | loss: 0.0311064 | val_loss: 0.0311283 | Time: 2216.35 ms [2022-04-21 06:59:21 main:581] : INFO : Epoch 1825 | loss: 0.0311066 | val_loss: 0.031128 | Time: 2207.52 ms [2022-04-21 06:59:24 main:581] : INFO : Epoch 1826 | loss: 0.031106 | val_loss: 0.0311278 | Time: 2180.2 ms [2022-04-21 06:59:26 main:581] : INFO : Epoch 1827 | loss: 0.0311032 | val_loss: 0.0311279 | Time: 2198.83 ms [2022-04-21 06:59:28 main:581] : INFO : Epoch 1828 | loss: 0.0311017 | val_loss: 0.0311296 | Time: 2213.49 ms [2022-04-21 06:59:30 main:581] : INFO : Epoch 1829 | loss: 0.0311015 | val_loss: 0.031128 | Time: 2213.73 ms [2022-04-21 06:59:32 main:581] : INFO : Epoch 1830 | loss: 0.0311033 | val_loss: 0.0311344 | Time: 2193.28 ms [2022-04-21 06:59:35 main:581] : INFO : Epoch 1831 | loss: 0.0311059 | val_loss: 0.0311333 | Time: 2173.31 ms [2022-04-21 06:59:37 main:581] : INFO : Epoch 1832 | loss: 0.0311013 | val_loss: 0.0311321 | Time: 2182.46 ms [2022-04-21 06:59:39 main:581] : INFO : Epoch 1833 | loss: 0.0311028 | val_loss: 0.0311327 | Time: 2169.82 ms [2022-04-21 06:59:41 main:581] : INFO : Epoch 1834 | loss: 0.0311047 | val_loss: 0.031129 | Time: 2167.78 ms [2022-04-21 06:59:43 main:581] : INFO : Epoch 1835 | loss: 0.0311002 | val_loss: 0.0311256 | Time: 2169.08 ms [2022-04-21 06:59:46 main:581] : INFO : Epoch 1836 | loss: 0.031104 | val_loss: 0.0311315 | Time: 2181.56 ms [2022-04-21 06:59:48 main:581] : INFO : Epoch 1837 | loss: 0.0311057 | val_loss: 0.0311303 | Time: 2179.83 ms [2022-04-21 06:59:50 main:581] : INFO : Epoch 1838 | loss: 0.031101 | val_loss: 0.0311313 | Time: 2176.7 ms [2022-04-21 06:59:52 main:581] : INFO : Epoch 1839 | loss: 0.0310988 | val_loss: 0.0311272 | Time: 2157.22 ms [2022-04-21 06:59:54 main:581] : INFO : Epoch 1840 | loss: 0.0310991 | val_loss: 0.03113 | Time: 2163.28 ms [2022-04-21 06:59:56 main:581] : INFO : Epoch 1841 | loss: 0.031099 | val_loss: 0.0311378 | Time: 2175.24 ms [2022-04-21 06:59:59 main:581] : INFO : Epoch 1842 | loss: 0.0310999 | val_loss: 0.0311316 | Time: 2182 ms [2022-04-21 07:00:01 main:581] : INFO : Epoch 1843 | loss: 0.0310982 | val_loss: 0.0311341 | Time: 2189.88 ms [2022-04-21 07:00:03 main:581] : INFO : Epoch 1844 | loss: 0.0311006 | val_loss: 0.0311354 | Time: 2188.13 ms [2022-04-21 07:00:05 main:581] : INFO : Epoch 1845 | loss: 0.0310978 | val_loss: 0.0311326 | Time: 2204.8 ms [2022-04-21 07:00:07 main:581] : INFO : Epoch 1846 | loss: 0.031097 | val_loss: 0.0311303 | Time: 2179.99 ms [2022-04-21 07:00:09 main:581] : INFO : Epoch 1847 | loss: 0.0310986 | val_loss: 0.0311414 | Time: 2171.05 ms [2022-04-21 07:00:12 main:581] : INFO : Epoch 1848 | loss: 0.0310992 | val_loss: 0.0311315 | Time: 2176.91 ms [2022-04-21 07:00:14 main:581] : INFO : Epoch 1849 | loss: 0.0310976 | val_loss: 0.0311343 | Time: 2155.16 ms [2022-04-21 07:00:16 main:581] : INFO : Epoch 1850 | loss: 0.0310988 | val_loss: 0.0311362 | Time: 2173.69 ms [2022-04-21 07:00:18 main:581] : INFO : Epoch 1851 | loss: 0.0311028 | val_loss: 0.0311396 | Time: 2152.39 ms [2022-04-21 07:00:20 main:581] : INFO : Epoch 1852 | loss: 0.031102 | val_loss: 0.0311372 | Time: 2198.01 ms [2022-04-21 07:00:23 main:581] : INFO : Epoch 1853 | loss: 0.0311043 | val_loss: 0.0311371 | Time: 2209.82 ms [2022-04-21 07:00:25 main:581] : INFO : Epoch 1854 | loss: 0.0311114 | val_loss: 0.0311433 | Time: 2196.53 ms [2022-04-21 07:00:27 main:581] : INFO : Epoch 1855 | loss: 0.0311056 | val_loss: 0.031136 | Time: 2202.3 ms [2022-04-21 07:00:29 main:581] : INFO : Epoch 1856 | loss: 0.0311031 | val_loss: 0.0311345 | Time: 2163.71 ms [2022-04-21 07:00:31 main:581] : INFO : Epoch 1857 | loss: 0.0311008 | val_loss: 0.0311375 | Time: 2151.17 ms [2022-04-21 07:00:33 main:581] : INFO : Epoch 1858 | loss: 0.0311019 | val_loss: 0.0311415 | Time: 2168.55 ms [2022-04-21 07:00:36 main:581] : INFO : Epoch 1859 | loss: 0.0311049 | val_loss: 0.0311441 | Time: 2169.58 ms [2022-04-21 07:00:38 main:581] : INFO : Epoch 1860 | loss: 0.0311015 | val_loss: 0.0311368 | Time: 2164.75 ms [2022-04-21 07:00:40 main:581] : INFO : Epoch 1861 | loss: 0.0310979 | val_loss: 0.0311408 | Time: 2172.03 ms [2022-04-21 07:00:42 main:581] : INFO : Epoch 1862 | loss: 0.0310976 | val_loss: 0.0311366 | Time: 2200.04 ms [2022-04-21 07:00:44 main:581] : INFO : Epoch 1863 | loss: 0.0310963 | val_loss: 0.0311363 | Time: 2171.93 ms [2022-04-21 07:00:46 main:581] : INFO : Epoch 1864 | loss: 0.0310984 | val_loss: 0.0311365 | Time: 2145.85 ms [2022-04-21 07:00:49 main:581] : INFO : Epoch 1865 | loss: 0.0310969 | val_loss: 0.0311325 | Time: 2177.41 ms [2022-04-21 07:00:51 main:581] : INFO : Epoch 1866 | loss: 0.0310951 | val_loss: 0.0311294 | Time: 2168.91 ms [2022-04-21 07:00:53 main:581] : INFO : Epoch 1867 | loss: 0.0310956 | val_loss: 0.0311302 | Time: 2164.49 ms [2022-04-21 07:00:55 main:581] : INFO : Epoch 1868 | loss: 0.0310976 | val_loss: 0.0311362 | Time: 2153.75 ms [2022-04-21 07:00:57 main:581] : INFO : Epoch 1869 | loss: 0.0311071 | val_loss: 0.0311448 | Time: 2196.32 ms [2022-04-21 07:00:59 main:581] : INFO : Epoch 1870 | loss: 0.0311038 | val_loss: 0.0311352 | Time: 2155.51 ms [2022-04-21 07:01:02 main:581] : INFO : Epoch 1871 | loss: 0.0311016 | val_loss: 0.0311369 | Time: 2170.77 ms [2022-04-21 07:01:04 main:581] : INFO : Epoch 1872 | loss: 0.0311032 | val_loss: 0.0311394 | Time: 2181.93 ms [2022-04-21 07:01:06 main:581] : INFO : Epoch 1873 | loss: 0.0311045 | val_loss: 0.0311428 | Time: 2201.18 ms [2022-04-21 07:01:08 main:581] : INFO : Epoch 1874 | loss: 0.031106 | val_loss: 0.0311372 | Time: 2176.7 ms [2022-04-21 07:01:10 main:581] : INFO : Epoch 1875 | loss: 0.0311029 | val_loss: 0.0311333 | Time: 2188.33 ms [2022-04-21 07:01:13 main:581] : INFO : Epoch 1876 | loss: 0.0311017 | val_loss: 0.0311378 | Time: 2172.13 ms [2022-04-21 07:01:15 main:581] : INFO : Epoch 1877 | loss: 0.0311012 | val_loss: 0.0311315 | Time: 2177.68 ms [2022-04-21 07:01:17 main:581] : INFO : Epoch 1878 | loss: 0.0311047 | val_loss: 0.0311414 | Time: 2168.35 ms [2022-04-21 07:01:19 main:581] : INFO : Epoch 1879 | loss: 0.0311062 | val_loss: 0.0311323 | Time: 2184.17 ms [2022-04-21 07:01:21 main:581] : INFO : Epoch 1880 | loss: 0.0311041 | val_loss: 0.0311345 | Time: 2180.08 ms [2022-04-21 07:01:23 main:581] : INFO : Epoch 1881 | loss: 0.0311044 | val_loss: 0.0311361 | Time: 2178.32 ms [2022-04-21 07:01:26 main:581] : INFO : Epoch 1882 | loss: 0.0311045 | val_loss: 0.0311338 | Time: 2178.74 ms [2022-04-21 07:01:28 main:581] : INFO : Epoch 1883 | loss: 0.0311075 | val_loss: 0.0311372 | Time: 2170 ms [2022-04-21 07:01:30 main:581] : INFO : Epoch 1884 | loss: 0.031106 | val_loss: 0.0311364 | Time: 2173.32 ms [2022-04-21 07:01:32 main:581] : INFO : Epoch 1885 | loss: 0.031105 | val_loss: 0.0311366 | Time: 2174.19 ms [2022-04-21 07:01:34 main:581] : INFO : Epoch 1886 | loss: 0.0311068 | val_loss: 0.0311357 | Time: 2192.27 ms [2022-04-21 07:01:37 main:581] : INFO : Epoch 1887 | loss: 0.0311118 | val_loss: 0.0311414 | Time: 2152.99 ms [2022-04-21 07:01:39 main:581] : INFO : Epoch 1888 | loss: 0.0311062 | val_loss: 0.0311365 | Time: 2173.31 ms [2022-04-21 07:01:41 main:581] : INFO : Epoch 1889 | loss: 0.0311046 | val_loss: 0.0311437 | Time: 2191.69 ms [2022-04-21 07:01:43 main:581] : INFO : Epoch 1890 | loss: 0.0311078 | val_loss: 0.0311407 | Time: 2181.34 ms [2022-04-21 07:01:45 main:581] : INFO : Epoch 1891 | loss: 0.031103 | val_loss: 0.0311374 | Time: 2148.57 ms [2022-04-21 07:01:47 main:581] : INFO : Epoch 1892 | loss: 0.0311026 | val_loss: 0.0311369 | Time: 2173.64 ms [2022-04-21 07:01:50 main:581] : INFO : Epoch 1893 | loss: 0.031102 | val_loss: 0.0311349 | Time: 2196.24 ms [2022-04-21 07:01:52 main:581] : INFO : Epoch 1894 | loss: 0.0311004 | val_loss: 0.0311358 | Time: 2178.43 ms [2022-04-21 07:01:54 main:581] : INFO : Epoch 1895 | loss: 0.0310982 | val_loss: 0.0311375 | Time: 2162.6 ms [2022-04-21 07:01:56 main:581] : INFO : Epoch 1896 | loss: 0.0310939 | val_loss: 0.0311361 | Time: 2187.93 ms [2022-04-21 07:01:58 main:581] : INFO : Epoch 1897 | loss: 0.0310946 | val_loss: 0.0311331 | Time: 2161.79 ms [2022-04-21 07:02:00 main:581] : INFO : Epoch 1898 | loss: 0.0310999 | val_loss: 0.0311325 | Time: 2162.26 ms [2022-04-21 07:02:03 main:581] : INFO : Epoch 1899 | loss: 0.031096 | val_loss: 0.0311333 | Time: 2150.35 ms [2022-04-21 07:02:05 main:581] : INFO : Epoch 1900 | loss: 0.0310992 | val_loss: 0.0311384 | Time: 2165.98 ms [2022-04-21 07:02:07 main:581] : INFO : Epoch 1901 | loss: 0.0310983 | val_loss: 0.0311298 | Time: 2161.33 ms [2022-04-21 07:02:09 main:581] : INFO : Epoch 1902 | loss: 0.0310967 | val_loss: 0.0311313 | Time: 2182.04 ms [2022-04-21 07:02:11 main:581] : INFO : Epoch 1903 | loss: 0.0310952 | val_loss: 0.0311349 | Time: 2161.37 ms [2022-04-21 07:02:13 main:581] : INFO : Epoch 1904 | loss: 0.0310951 | val_loss: 0.0311308 | Time: 2138.48 ms [2022-04-21 07:02:16 main:581] : INFO : Epoch 1905 | loss: 0.0310966 | val_loss: 0.0311353 | Time: 2165.5 ms [2022-04-21 07:02:18 main:581] : INFO : Epoch 1906 | loss: 0.0310993 | val_loss: 0.0311439 | Time: 2174.45 ms [2022-04-21 07:02:20 main:581] : INFO : Epoch 1907 | loss: 0.0310997 | val_loss: 0.0311377 | Time: 2183.91 ms [2022-04-21 07:02:22 main:581] : INFO : Epoch 1908 | loss: 0.0310972 | val_loss: 0.0311327 | Time: 2168.73 ms [2022-04-21 07:02:24 main:581] : INFO : Epoch 1909 | loss: 0.0310964 | val_loss: 0.0311338 | Time: 2183.64 ms [2022-04-21 07:02:26 main:581] : INFO : Epoch 1910 | loss: 0.0310941 | val_loss: 0.0311344 | Time: 2203.18 ms [2022-04-21 07:02:29 main:581] : INFO : Epoch 1911 | loss: 0.0310932 | val_loss: 0.0311318 | Time: 2199.87 ms [2022-04-21 07:02:31 main:581] : INFO : Epoch 1912 | loss: 0.0310924 | val_loss: 0.0311319 | Time: 2178.59 ms [2022-04-21 07:02:33 main:581] : INFO : Epoch 1913 | loss: 0.0310928 | val_loss: 0.0311308 | Time: 2196.58 ms [2022-04-21 07:02:35 main:581] : INFO : Epoch 1914 | loss: 0.031093 | val_loss: 0.0311322 | Time: 2143.18 ms [2022-04-21 07:02:37 main:581] : INFO : Epoch 1915 | loss: 0.0310951 | val_loss: 0.0311315 | Time: 2197.98 ms [2022-04-21 07:02:40 main:581] : INFO : Epoch 1916 | loss: 0.031096 | val_loss: 0.0311308 | Time: 2147.14 ms [2022-04-21 07:02:42 main:581] : INFO : Epoch 1917 | loss: 0.0311027 | val_loss: 0.0311346 | Time: 2161.12 ms [2022-04-21 07:02:44 main:581] : INFO : Epoch 1918 | loss: 0.0310961 | val_loss: 0.0311319 | Time: 2195.02 ms [2022-04-21 07:02:46 main:581] : INFO : Epoch 1919 | loss: 0.0310949 | val_loss: 0.0311296 | Time: 2154.56 ms [2022-04-21 07:02:48 main:581] : INFO : Epoch 1920 | loss: 0.0310984 | val_loss: 0.0311319 | Time: 2178.57 ms [2022-04-21 07:02:50 main:581] : INFO : Epoch 1921 | loss: 0.0310987 | val_loss: 0.0311403 | Time: 2155.1 ms [2022-04-21 07:02:53 main:581] : INFO : Epoch 1922 | loss: 0.0310951 | val_loss: 0.0311333 | Time: 2182.93 ms [2022-04-21 07:02:55 main:581] : INFO : Epoch 1923 | loss: 0.031093 | val_loss: 0.0311354 | Time: 2194.67 ms [2022-04-21 07:02:57 main:581] : INFO : Epoch 1924 | loss: 0.0310915 | val_loss: 0.0311312 | Time: 2173.63 ms [2022-04-21 07:02:59 main:581] : INFO : Epoch 1925 | loss: 0.0310913 | val_loss: 0.031132 | Time: 2185.24 ms [2022-04-21 07:03:01 main:581] : INFO : Epoch 1926 | loss: 0.031091 | val_loss: 0.031136 | Time: 2183.33 ms [2022-04-21 07:03:03 main:581] : INFO : Epoch 1927 | loss: 0.0310904 | val_loss: 0.0311308 | Time: 2162.35 ms [2022-04-21 07:03:06 main:581] : INFO : Epoch 1928 | loss: 0.0310915 | val_loss: 0.031131 | Time: 2164.85 ms [2022-04-21 07:03:08 main:581] : INFO : Epoch 1929 | loss: 0.0310918 | val_loss: 0.031133 | Time: 2185.32 ms [2022-04-21 07:03:10 main:581] : INFO : Epoch 1930 | loss: 0.0310912 | val_loss: 0.031129 | Time: 2203.85 ms [2022-04-21 07:03:12 main:581] : INFO : Epoch 1931 | loss: 0.0310896 | val_loss: 0.0311372 | Time: 2183.25 ms [2022-04-21 07:03:14 main:581] : INFO : Epoch 1932 | loss: 0.0310906 | val_loss: 0.0311341 | Time: 2168.76 ms [2022-04-21 07:03:17 main:581] : INFO : Epoch 1933 | loss: 0.0310942 | val_loss: 0.0311308 | Time: 2158.12 ms [2022-04-21 07:03:19 main:581] : INFO : Epoch 1934 | loss: 0.0310952 | val_loss: 0.0311347 | Time: 2194.5 ms [2022-04-21 07:03:21 main:581] : INFO : Epoch 1935 | loss: 0.0311039 | val_loss: 0.0311343 | Time: 2141.98 ms [2022-04-21 07:03:23 main:581] : INFO : Epoch 1936 | loss: 0.0311001 | val_loss: 0.0311305 | Time: 2171.92 ms [2022-04-21 07:03:25 main:581] : INFO : Epoch 1937 | loss: 0.0310976 | val_loss: 0.0311299 | Time: 2145.62 ms [2022-04-21 07:03:27 main:581] : INFO : Epoch 1938 | loss: 0.0310959 | val_loss: 0.0311309 | Time: 2179.43 ms [2022-04-21 07:03:30 main:581] : INFO : Epoch 1939 | loss: 0.0310989 | val_loss: 0.0311334 | Time: 2152.18 ms [2022-04-21 07:03:32 main:581] : INFO : Epoch 1940 | loss: 0.0310949 | val_loss: 0.0311323 | Time: 2171.32 ms [2022-04-21 07:03:34 main:581] : INFO : Epoch 1941 | loss: 0.0310919 | val_loss: 0.0311351 | Time: 2187.07 ms [2022-04-21 07:03:36 main:581] : INFO : Epoch 1942 | loss: 0.0310958 | val_loss: 0.0311309 | Time: 2142.18 ms [2022-04-21 07:03:38 main:581] : INFO : Epoch 1943 | loss: 0.0310951 | val_loss: 0.0311297 | Time: 2167.8 ms [2022-04-21 07:03:40 main:581] : INFO : Epoch 1944 | loss: 0.031099 | val_loss: 0.0311347 | Time: 2182.81 ms [2022-04-21 07:03:43 main:581] : INFO : Epoch 1945 | loss: 0.0311089 | val_loss: 0.0311301 | Time: 2159.2 ms [2022-04-21 07:03:45 main:581] : INFO : Epoch 1946 | loss: 0.0311036 | val_loss: 0.0311344 | Time: 2180.97 ms [2022-04-21 07:03:47 main:581] : INFO : Epoch 1947 | loss: 0.0311021 | val_loss: 0.031129 | Time: 2164.72 ms [2022-04-21 07:03:49 main:581] : INFO : Epoch 1948 | loss: 0.0311007 | val_loss: 0.0311296 | Time: 2181.28 ms [2022-04-21 07:03:51 main:581] : INFO : Epoch 1949 | loss: 0.031098 | val_loss: 0.0311246 | Time: 2178.89 ms [2022-04-21 07:03:53 main:581] : INFO : Epoch 1950 | loss: 0.031097 | val_loss: 0.0311286 | Time: 2173.89 ms [2022-04-21 07:03:56 main:581] : INFO : Epoch 1951 | loss: 0.0310974 | val_loss: 0.031128 | Time: 2159.82 ms [2022-04-21 07:03:58 main:581] : INFO : Epoch 1952 | loss: 0.0310965 | val_loss: 0.031126 | Time: 2189.3 ms [2022-04-21 07:04:00 main:581] : INFO : Epoch 1953 | loss: 0.0310986 | val_loss: 0.031127 | Time: 2183.03 ms [2022-04-21 07:04:02 main:581] : INFO : Epoch 1954 | loss: 0.031099 | val_loss: 0.0311227 | Time: 2193.24 ms [2022-04-21 07:04:04 main:581] : INFO : Epoch 1955 | loss: 0.0310972 | val_loss: 0.0311228 | Time: 2141.89 ms [2022-04-21 07:04:06 main:581] : INFO : Epoch 1956 | loss: 0.0310971 | val_loss: 0.031124 | Time: 2142.98 ms [2022-04-21 07:04:09 main:581] : INFO : Epoch 1957 | loss: 0.0310979 | val_loss: 0.0311269 | Time: 2155.97 ms [2022-04-21 07:04:11 main:581] : INFO : Epoch 1958 | loss: 0.0311028 | val_loss: 0.0311346 | Time: 2168.37 ms [2022-04-21 07:04:13 main:581] : INFO : Epoch 1959 | loss: 0.0311008 | val_loss: 0.0311312 | Time: 2234.73 ms [2022-04-21 07:04:15 main:581] : INFO : Epoch 1960 | loss: 0.0310981 | val_loss: 0.0311297 | Time: 2186.58 ms [2022-04-21 07:04:17 main:581] : INFO : Epoch 1961 | loss: 0.0311005 | val_loss: 0.0311366 | Time: 2143.66 ms [2022-04-21 07:04:19 main:581] : INFO : Epoch 1962 | loss: 0.0311026 | val_loss: 0.0311378 | Time: 2127.27 ms [2022-04-21 07:04:22 main:581] : INFO : Epoch 1963 | loss: 0.0310979 | val_loss: 0.0311339 | Time: 2127.47 ms [2022-04-21 07:04:24 main:581] : INFO : Epoch 1964 | loss: 0.0310952 | val_loss: 0.031128 | Time: 2144.31 ms [2022-04-21 07:04:26 main:581] : INFO : Epoch 1965 | loss: 0.0310947 | val_loss: 0.0311271 | Time: 2173.95 ms [2022-04-21 07:04:28 main:581] : INFO : Epoch 1966 | loss: 0.031095 | val_loss: 0.0311266 | Time: 2185.3 ms [2022-04-21 07:04:30 main:581] : INFO : Epoch 1967 | loss: 0.031096 | val_loss: 0.0311238 | Time: 2189.29 ms [2022-04-21 07:04:32 main:581] : INFO : Epoch 1968 | loss: 0.0310943 | val_loss: 0.0311272 | Time: 2178.39 ms [2022-04-21 07:04:35 main:581] : INFO : Epoch 1969 | loss: 0.0310958 | val_loss: 0.0311282 | Time: 2138.31 ms [2022-04-21 07:04:37 main:581] : INFO : Epoch 1970 | loss: 0.0310943 | val_loss: 0.0311315 | Time: 2163.49 ms [2022-04-21 07:04:39 main:581] : INFO : Epoch 1971 | loss: 0.0310944 | val_loss: 0.0311265 | Time: 2176.84 ms [2022-04-21 07:04:41 main:581] : INFO : Epoch 1972 | loss: 0.0310966 | val_loss: 0.0311297 | Time: 2132.24 ms [2022-04-21 07:04:43 main:581] : INFO : Epoch 1973 | loss: 0.0311032 | val_loss: 0.0311299 | Time: 2173.01 ms [2022-04-21 07:04:45 main:581] : INFO : Epoch 1974 | loss: 0.0311044 | val_loss: 0.0311359 | Time: 2179.54 ms [2022-04-21 07:04:48 main:581] : INFO : Epoch 1975 | loss: 0.0311054 | val_loss: 0.0311296 | Time: 2160.44 ms [2022-04-21 07:04:50 main:581] : INFO : Epoch 1976 | loss: 0.0311034 | val_loss: 0.0311271 | Time: 2151.64 ms [2022-04-21 07:04:52 main:581] : INFO : Epoch 1977 | loss: 0.0311119 | val_loss: 0.0311381 | Time: 2175.69 ms [2022-04-21 07:04:54 main:581] : INFO : Epoch 1978 | loss: 0.0311187 | val_loss: 0.0311366 | Time: 2157.92 ms [2022-04-21 07:04:56 main:581] : INFO : Epoch 1979 | loss: 0.0311131 | val_loss: 0.0311362 | Time: 2174.19 ms [2022-04-21 07:04:58 main:581] : INFO : Epoch 1980 | loss: 0.031111 | val_loss: 0.031143 | Time: 2165.56 ms [2022-04-21 07:05:01 main:581] : INFO : Epoch 1981 | loss: 0.0311125 | val_loss: 0.0311381 | Time: 2178.58 ms [2022-04-21 07:05:03 main:581] : INFO : Epoch 1982 | loss: 0.0311066 | val_loss: 0.0311385 | Time: 2158.16 ms [2022-04-21 07:05:05 main:581] : INFO : Epoch 1983 | loss: 0.0311071 | val_loss: 0.0311329 | Time: 2189.82 ms [2022-04-21 07:05:07 main:581] : INFO : Epoch 1984 | loss: 0.0311046 | val_loss: 0.0311305 | Time: 2153.25 ms [2022-04-21 07:05:09 main:581] : INFO : Epoch 1985 | loss: 0.0311031 | val_loss: 0.0311339 | Time: 2182.17 ms [2022-04-21 07:05:11 main:581] : INFO : Epoch 1986 | loss: 0.0311032 | val_loss: 0.0311321 | Time: 2181.13 ms [2022-04-21 07:05:14 main:581] : INFO : Epoch 1987 | loss: 0.0311022 | val_loss: 0.031132 | Time: 2176.54 ms [2022-04-21 07:05:16 main:581] : INFO : Epoch 1988 | loss: 0.0311025 | val_loss: 0.0311302 | Time: 2157.99 ms [2022-04-21 07:05:18 main:581] : INFO : Epoch 1989 | loss: 0.0311076 | val_loss: 0.0311337 | Time: 2187.18 ms [2022-04-21 07:05:20 main:581] : INFO : Epoch 1990 | loss: 0.0311026 | val_loss: 0.0311333 | Time: 2167.13 ms [2022-04-21 07:05:22 main:581] : INFO : Epoch 1991 | loss: 0.0310993 | val_loss: 0.0311306 | Time: 2164.61 ms [2022-04-21 07:05:24 main:581] : INFO : Epoch 1992 | loss: 0.0311018 | val_loss: 0.0311293 | Time: 2166.97 ms [2022-04-21 07:05:27 main:581] : INFO : Epoch 1993 | loss: 0.0311039 | val_loss: 0.0311288 | Time: 2181.56 ms [2022-04-21 07:05:29 main:581] : INFO : Epoch 1994 | loss: 0.0311022 | val_loss: 0.031131 | Time: 2184.22 ms [2022-04-21 07:05:31 main:581] : INFO : Epoch 1995 | loss: 0.0310984 | val_loss: 0.0311268 | Time: 2201.56 ms [2022-04-21 07:05:33 main:581] : INFO : Epoch 1996 | loss: 0.0311013 | val_loss: 0.0311315 | Time: 2153.35 ms [2022-04-21 07:05:35 main:581] : INFO : Epoch 1997 | loss: 0.031102 | val_loss: 0.0311319 | Time: 2171.25 ms [2022-04-21 07:05:37 main:581] : INFO : Epoch 1998 | loss: 0.031102 | val_loss: 0.0311409 | Time: 2088.16 ms [2022-04-21 07:05:40 main:581] : INFO : Epoch 1999 | loss: 0.0310996 | val_loss: 0.0311331 | Time: 2194.03 ms [2022-04-21 07:05:42 main:581] : INFO : Epoch 2000 | loss: 0.0310991 | val_loss: 0.0311315 | Time: 2195.65 ms [2022-04-21 07:05:44 main:581] : INFO : Epoch 2001 | loss: 0.0311011 | val_loss: 0.0311452 | Time: 2172.98 ms [2022-04-21 07:05:46 main:581] : INFO : Epoch 2002 | loss: 0.0311321 | val_loss: 0.0311532 | Time: 2159.5 ms [2022-04-21 07:05:48 main:581] : INFO : Epoch 2003 | loss: 0.0311276 | val_loss: 0.031138 | Time: 2153.76 ms [2022-04-21 07:05:51 main:581] : INFO : Epoch 2004 | loss: 0.0311234 | val_loss: 0.0311376 | Time: 2195.74 ms [2022-04-21 07:05:53 main:581] : INFO : Epoch 2005 | loss: 0.0311264 | val_loss: 0.0311459 | Time: 2160.05 ms [2022-04-21 07:05:55 main:581] : INFO : Epoch 2006 | loss: 0.031126 | val_loss: 0.0311383 | Time: 2171.12 ms [2022-04-21 07:05:57 main:581] : INFO : Epoch 2007 | loss: 0.0311288 | val_loss: 0.0311408 | Time: 2215.3 ms [2022-04-21 07:05:59 main:581] : INFO : Epoch 2008 | loss: 0.0311283 | val_loss: 0.0311412 | Time: 2172.87 ms [2022-04-21 07:06:01 main:581] : INFO : Epoch 2009 | loss: 0.0311275 | val_loss: 0.0311477 | Time: 2187.63 ms [2022-04-21 07:06:04 main:581] : INFO : Epoch 2010 | loss: 0.0311345 | val_loss: 0.0311371 | Time: 2196.21 ms [2022-04-21 07:06:06 main:581] : INFO : Epoch 2011 | loss: 0.0311335 | val_loss: 0.0311374 | Time: 2199.15 ms [2022-04-21 07:06:08 main:581] : INFO : Epoch 2012 | loss: 0.0311299 | val_loss: 0.0311353 | Time: 2177.22 ms [2022-04-21 07:06:10 main:581] : INFO : Epoch 2013 | loss: 0.0311288 | val_loss: 0.0311344 | Time: 2175.45 ms [2022-04-21 07:06:12 main:581] : INFO : Epoch 2014 | loss: 0.0311281 | val_loss: 0.0311392 | Time: 2188.94 ms [2022-04-21 07:06:15 main:581] : INFO : Epoch 2015 | loss: 0.0311295 | val_loss: 0.0311397 | Time: 2202.49 ms [2022-04-21 07:06:17 main:581] : INFO : Epoch 2016 | loss: 0.0311277 | val_loss: 0.0311362 | Time: 2181.56 ms [2022-04-21 07:06:19 main:581] : INFO : Epoch 2017 | loss: 0.0311301 | val_loss: 0.0311364 | Time: 2184.11 ms [2022-04-21 07:06:21 main:581] : INFO : Epoch 2018 | loss: 0.031128 | val_loss: 0.0311363 | Time: 2200.62 ms [2022-04-21 07:06:23 main:581] : INFO : Epoch 2019 | loss: 0.0311269 | val_loss: 0.0311361 | Time: 2201.06 ms [2022-04-21 07:06:26 main:581] : INFO : Epoch 2020 | loss: 0.0311256 | val_loss: 0.0311355 | Time: 2193.21 ms [2022-04-21 07:06:28 main:581] : INFO : Epoch 2021 | loss: 0.0311284 | val_loss: 0.0311365 | Time: 2221.2 ms [2022-04-21 07:06:30 main:581] : INFO : Epoch 2022 | loss: 0.0311236 | val_loss: 0.0311326 | Time: 2180.71 ms [2022-04-21 07:06:32 main:581] : INFO : Epoch 2023 | loss: 0.0311233 | val_loss: 0.0311345 | Time: 2211.92 ms [2022-04-21 07:06:34 main:581] : INFO : Epoch 2024 | loss: 0.0311243 | val_loss: 0.031137 | Time: 2206.45 ms [2022-04-21 07:06:37 main:581] : INFO : Epoch 2025 | loss: 0.0311268 | val_loss: 0.031138 | Time: 2171.53 ms [2022-04-21 07:06:39 main:581] : INFO : Epoch 2026 | loss: 0.0311255 | val_loss: 0.0311394 | Time: 2170.09 ms [2022-04-21 07:06:41 main:581] : INFO : Epoch 2027 | loss: 0.0311248 | val_loss: 0.0311368 | Time: 2184.31 ms [2022-04-21 07:06:43 main:581] : INFO : Epoch 2028 | loss: 0.0311217 | val_loss: 0.0311391 | Time: 2169.74 ms [2022-04-21 07:06:45 main:581] : INFO : Epoch 2029 | loss: 0.0311222 | val_loss: 0.0311316 | Time: 2220.98 ms [2022-04-21 07:06:47 main:581] : INFO : Epoch 2030 | loss: 0.0311206 | val_loss: 0.0311337 | Time: 2134.8 ms [2022-04-21 07:06:50 main:581] : INFO : Epoch 2031 | loss: 0.0311186 | val_loss: 0.0311311 | Time: 2204.56 ms [2022-04-21 07:06:52 main:581] : INFO : Epoch 2032 | loss: 0.031117 | val_loss: 0.0311291 | Time: 2198.91 ms [2022-04-21 07:06:54 main:581] : INFO : Epoch 2033 | loss: 0.0311168 | val_loss: 0.0311329 | Time: 2183.63 ms [2022-04-21 07:06:56 main:581] : INFO : Epoch 2034 | loss: 0.0311234 | val_loss: 0.0311359 | Time: 2157.9 ms [2022-04-21 07:06:58 main:581] : INFO : Epoch 2035 | loss: 0.0311293 | val_loss: 0.0311355 | Time: 2174.59 ms [2022-04-21 07:07:01 main:581] : INFO : Epoch 2036 | loss: 0.0311269 | val_loss: 0.0311344 | Time: 2192.57 ms [2022-04-21 07:07:03 main:581] : INFO : Epoch 2037 | loss: 0.0311268 | val_loss: 0.0311395 | Time: 2185.92 ms [2022-04-21 07:07:05 main:581] : INFO : Epoch 2038 | loss: 0.0311238 | val_loss: 0.0311311 | Time: 2186.49 ms [2022-04-21 07:07:07 main:581] : INFO : Epoch 2039 | loss: 0.0311202 | val_loss: 0.0311284 | Time: 2221.47 ms [2022-04-21 07:07:09 main:581] : INFO : Epoch 2040 | loss: 0.0311157 | val_loss: 0.0311268 | Time: 2205.95 ms [2022-04-21 07:07:12 main:581] : INFO : Epoch 2041 | loss: 0.0311151 | val_loss: 0.0311308 | Time: 2164.51 ms [2022-04-21 07:07:14 main:581] : INFO : Epoch 2042 | loss: 0.0311155 | val_loss: 0.0311295 | Time: 2136.96 ms [2022-04-21 07:07:16 main:581] : INFO : Epoch 2043 | loss: 0.0311141 | val_loss: 0.0311281 | Time: 2185.49 ms [2022-04-21 07:07:18 main:581] : INFO : Epoch 2044 | loss: 0.0311116 | val_loss: 0.0311306 | Time: 2182.63 ms [2022-04-21 07:07:20 main:581] : INFO : Epoch 2045 | loss: 0.0311121 | val_loss: 0.0311261 | Time: 2151.26 ms [2022-04-21 07:07:22 main:581] : INFO : Epoch 2046 | loss: 0.0311171 | val_loss: 0.0311304 | Time: 2185.01 ms [2022-04-21 07:07:24 main:581] : INFO : Epoch 2047 | loss: 0.0311145 | val_loss: 0.0311278 | Time: 2150.54 ms [2022-04-21 07:07:27 main:581] : INFO : Epoch 2048 | loss: 0.0311122 | val_loss: 0.0311319 | Time: 2214.13 ms [2022-04-21 07:07:27 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311319 [2022-04-21 07:07:27 main:610] : INFO : Saving end state to config to file [2022-04-21 07:07:27 main:615] : INFO : Success, exiting.. 07:07:27 (1372914): 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)