Task 5108355
| Name | ParityModified-1619581586-26980-0_0 |
| Workunit | 3066080 |
| Created | 28 Apr 2021, 3:46:28 UTC |
| Sent | 5 May 2021, 4:25:37 UTC |
| Report deadline | 13 May 2021, 4:25:37 UTC |
| Received | 5 May 2021, 14:46:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9852 |
| Run time | 1 hours 10 min 26 sec |
| CPU time | 1 hours 10 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.46 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0310376 | val_loss: 0.031215 | Time: 2093.24 ms
[2021-05-05 10:28:45 main:581] : INFO : Epoch 1539 | loss: 0.0310397 | val_loss: 0.031216 | Time: 2256.49 ms
[2021-05-05 10:28:47 main:581] : INFO : Epoch 1540 | loss: 0.0310308 | val_loss: 0.0312188 | Time: 2277.74 ms
[2021-05-05 10:28:49 main:581] : INFO : Epoch 1541 | loss: 0.0310319 | val_loss: 0.0312281 | Time: 2093.87 ms
[2021-05-05 10:28:51 main:581] : INFO : Epoch 1542 | loss: 0.0310359 | val_loss: 0.0312072 | Time: 2072.48 ms
[2021-05-05 10:28:53 main:581] : INFO : Epoch 1543 | loss: 0.0310334 | val_loss: 0.031231 | Time: 2036.84 ms
[2021-05-05 10:28:55 main:581] : INFO : Epoch 1544 | loss: 0.0310346 | val_loss: 0.0312103 | Time: 2068.26 ms
[2021-05-05 10:28:58 main:581] : INFO : Epoch 1545 | loss: 0.0310377 | val_loss: 0.0312153 | Time: 2166.21 ms
[2021-05-05 10:28:59 main:581] : INFO : Epoch 1546 | loss: 0.0310377 | val_loss: 0.0312221 | Time: 1972.64 ms
[2021-05-05 10:29:02 main:581] : INFO : Epoch 1547 | loss: 0.0310443 | val_loss: 0.0312126 | Time: 2030.17 ms
[2021-05-05 10:29:04 main:581] : INFO : Epoch 1548 | loss: 0.0310387 | val_loss: 0.0312188 | Time: 2013.2 ms
[2021-05-05 10:29:06 main:581] : INFO : Epoch 1549 | loss: 0.0310329 | val_loss: 0.0312253 | Time: 2016.63 ms
[2021-05-05 10:29:08 main:581] : INFO : Epoch 1550 | loss: 0.0310332 | val_loss: 0.0312151 | Time: 1993.52 ms
[2021-05-05 10:29:10 main:581] : INFO : Epoch 1551 | loss: 0.0310365 | val_loss: 0.0312225 | Time: 2017.5 ms
[2021-05-05 10:29:12 main:581] : INFO : Epoch 1552 | loss: 0.031037 | val_loss: 0.0312075 | Time: 2064.69 ms
[2021-05-05 10:29:14 main:581] : INFO : Epoch 1553 | loss: 0.0310386 | val_loss: 0.0312092 | Time: 2038.79 ms
[2021-05-05 10:29:16 main:581] : INFO : Epoch 1554 | loss: 0.0310383 | val_loss: 0.0312189 | Time: 2047.17 ms
[2021-05-05 10:29:18 main:581] : INFO : Epoch 1555 | loss: 0.0310348 | val_loss: 0.0312211 | Time: 2110.18 ms
[2021-05-05 10:29:20 main:581] : INFO : Epoch 1556 | loss: 0.0310334 | val_loss: 0.0312103 | Time: 2388.97 ms
[2021-05-05 10:29:23 main:581] : INFO : Epoch 1557 | loss: 0.0310331 | val_loss: 0.031217 | Time: 2370.21 ms
[2021-05-05 10:29:25 main:581] : INFO : Epoch 1558 | loss: 0.0310407 | val_loss: 0.0312121 | Time: 2094.87 ms
[2021-05-05 10:29:27 main:581] : INFO : Epoch 1559 | loss: 0.0310357 | val_loss: 0.0312273 | Time: 2044.99 ms
[2021-05-05 10:29:29 main:581] : INFO : Epoch 1560 | loss: 0.0310342 | val_loss: 0.0312099 | Time: 1998.16 ms
[2021-05-05 10:29:31 main:581] : INFO : Epoch 1561 | loss: 0.0310406 | val_loss: 0.0312138 | Time: 1980.44 ms
[2021-05-05 10:29:33 main:581] : INFO : Epoch 1562 | loss: 0.0310597 | val_loss: 0.0311991 | Time: 2049.96 ms
[2021-05-05 10:29:35 main:581] : INFO : Epoch 1563 | loss: 0.0310475 | val_loss: 0.0312069 | Time: 2056.57 ms
[2021-05-05 10:29:37 main:581] : INFO : Epoch 1564 | loss: 0.0310418 | val_loss: 0.031222 | Time: 2060.12 ms
[2021-05-05 10:29:39 main:581] : INFO : Epoch 1565 | loss: 0.0310358 | val_loss: 0.031215 | Time: 2002.78 ms
[2021-05-05 10:29:41 main:581] : INFO : Epoch 1566 | loss: 0.0310411 | val_loss: 0.0312119 | Time: 1965.55 ms
[2021-05-05 10:29:43 main:581] : INFO : Epoch 1567 | loss: 0.0310411 | val_loss: 0.0312247 | Time: 1965.48 ms
[2021-05-05 10:29:45 main:581] : INFO : Epoch 1568 | loss: 0.0310323 | val_loss: 0.0312092 | Time: 2086.89 ms
[2021-05-05 10:29:47 main:581] : INFO : Epoch 1569 | loss: 0.0310337 | val_loss: 0.0312217 | Time: 2155.87 ms
[2021-05-05 10:29:49 main:581] : INFO : Epoch 1570 | loss: 0.0310352 | val_loss: 0.0312167 | Time: 2040.06 ms
[2021-05-05 10:29:51 main:581] : INFO : Epoch 1571 | loss: 0.0310372 | val_loss: 0.0312011 | Time: 2046.18 ms
[2021-05-05 10:29:53 main:581] : INFO : Epoch 1572 | loss: 0.031039 | val_loss: 0.031214 | Time: 2023.78 ms
[2021-05-05 10:29:55 main:581] : INFO : Epoch 1573 | loss: 0.0310434 | val_loss: 0.0312123 | Time: 2018.7 ms
[2021-05-05 10:29:57 main:581] : INFO : Epoch 1574 | loss: 0.0310407 | val_loss: 0.0312151 | Time: 1956.35 ms
[2021-05-05 10:29:59 main:581] : INFO : Epoch 1575 | loss: 0.0310446 | val_loss: 0.0312094 | Time: 1971.05 ms
[2021-05-05 10:30:01 main:581] : INFO : Epoch 1576 | loss: 0.0310419 | val_loss: 0.0312136 | Time: 2018.8 ms
[2021-05-05 10:30:03 main:581] : INFO : Epoch 1577 | loss: 0.031076 | val_loss: 0.0311883 | Time: 2152.69 ms
[2021-05-05 10:30:05 main:581] : INFO : Epoch 1578 | loss: 0.031069 | val_loss: 0.0312098 | Time: 2194.99 ms
[2021-05-05 10:30:07 main:581] : INFO : Epoch 1579 | loss: 0.0310531 | val_loss: 0.0312056 | Time: 2003.56 ms
[2021-05-05 10:30:09 main:581] : INFO : Epoch 1580 | loss: 0.0310426 | val_loss: 0.0312017 | Time: 2010.59 ms
[2021-05-05 10:30:12 main:581] : INFO : Epoch 1581 | loss: 0.0310439 | val_loss: 0.0312166 | Time: 2038.72 ms
[2021-05-05 10:30:14 main:581] : INFO : Epoch 1582 | loss: 0.0310379 | val_loss: 0.0312117 | Time: 2035.19 ms
[2021-05-05 10:30:16 main:581] : INFO : Epoch 1583 | loss: 0.0310317 | val_loss: 0.0312151 | Time: 1996.45 ms
[2021-05-05 10:30:18 main:581] : INFO : Epoch 1584 | loss: 0.0310286 | val_loss: 0.0312161 | Time: 2079.1 ms
[2021-05-05 10:30:20 main:581] : INFO : Epoch 1585 | loss: 0.03103 | val_loss: 0.0312059 | Time: 2016.76 ms
[2021-05-05 10:30:22 main:581] : INFO : Epoch 1586 | loss: 0.031032 | val_loss: 0.0312232 | Time: 2202.27 ms
[2021-05-05 10:30:24 main:581] : INFO : Epoch 1587 | loss: 0.0310304 | val_loss: 0.0312202 | Time: 2395.68 ms
[2021-05-05 10:30:26 main:581] : INFO : Epoch 1588 | loss: 0.0310334 | val_loss: 0.0312281 | Time: 2001.18 ms
[2021-05-05 10:30:28 main:581] : INFO : Epoch 1589 | loss: 0.0310304 | val_loss: 0.0312206 | Time: 2204.47 ms
[2021-05-05 10:30:31 main:581] : INFO : Epoch 1590 | loss: 0.0310265 | val_loss: 0.0312233 | Time: 2435.23 ms
[2021-05-05 10:30:33 main:581] : INFO : Epoch 1591 | loss: 0.0310275 | val_loss: 0.0312175 | Time: 2160.9 ms
[2021-05-05 10:30:35 main:581] : INFO : Epoch 1592 | loss: 0.0310356 | val_loss: 0.0312243 | Time: 2125.66 ms
[2021-05-05 10:30:37 main:581] : INFO : Epoch 1593 | loss: 0.0310362 | val_loss: 0.0312107 | Time: 1988.66 ms
[2021-05-05 10:30:39 main:581] : INFO : Epoch 1594 | loss: 0.0310356 | val_loss: 0.0312054 | Time: 2125.02 ms
[2021-05-05 10:30:41 main:581] : INFO : Epoch 1595 | loss: 0.0310378 | val_loss: 0.0312389 | Time: 1989.69 ms
[2021-05-05 10:30:44 main:581] : INFO : Epoch 1596 | loss: 0.0310356 | val_loss: 0.0312279 | Time: 2324.11 ms
[2021-05-05 10:30:46 main:581] : INFO : Epoch 1597 | loss: 0.0310357 | val_loss: 0.0312192 | Time: 2129.23 ms
[2021-05-05 10:30:48 main:581] : INFO : Epoch 1598 | loss: 0.0310373 | val_loss: 0.0312125 | Time: 2143.38 ms
[2021-05-05 10:30:50 main:581] : INFO : Epoch 1599 | loss: 0.0310414 | val_loss: 0.0312166 | Time: 2307.37 ms
[2021-05-05 10:30:52 main:581] : INFO : Epoch 1600 | loss: 0.031033 | val_loss: 0.0312255 | Time: 2296.12 ms
[2021-05-05 10:30:55 main:581] : INFO : Epoch 1601 | loss: 0.0310288 | val_loss: 0.0312124 | Time: 2207.72 ms
[2021-05-05 10:30:57 main:581] : INFO : Epoch 1602 | loss: 0.0310301 | val_loss: 0.0312356 | Time: 2109.7 ms
[2021-05-05 10:30:59 main:581] : INFO : Epoch 1603 | loss: 0.0310308 | val_loss: 0.0312265 | Time: 2030.26 ms
[2021-05-05 10:31:01 main:581] : INFO : Epoch 1604 | loss: 0.0310314 | val_loss: 0.031212 | Time: 2338.56 ms
[2021-05-05 10:31:03 main:581] : INFO : Epoch 1605 | loss: 0.0310368 | val_loss: 0.0312271 | Time: 2112 ms
[2021-05-05 10:31:05 main:581] : INFO : Epoch 1606 | loss: 0.031037 | val_loss: 0.0312175 | Time: 1983.75 ms
[2021-05-05 10:31:07 main:581] : INFO : Epoch 1607 | loss: 0.0310319 | val_loss: 0.03122 | Time: 2047.48 ms
[2021-05-05 10:31:09 main:581] : INFO : Epoch 1608 | loss: 0.03103 | val_loss: 0.0312226 | Time: 1973.94 ms
[2021-05-05 10:31:11 main:581] : INFO : Epoch 1609 | loss: 0.0310308 | val_loss: 0.0312171 | Time: 2121.31 ms
[2021-05-05 10:31:14 main:581] : INFO : Epoch 1610 | loss: 0.0310308 | val_loss: 0.0312328 | Time: 2225.49 ms
[2021-05-05 10:31:16 main:581] : INFO : Epoch 1611 | loss: 0.0310296 | val_loss: 0.0312306 | Time: 2124.8 ms
[2021-05-05 10:31:18 main:581] : INFO : Epoch 1612 | loss: 0.0310315 | val_loss: 0.0312172 | Time: 2110.89 ms
[2021-05-05 10:31:20 main:581] : INFO : Epoch 1613 | loss: 0.0310368 | val_loss: 0.0312139 | Time: 2065.77 ms
[2021-05-05 10:31:22 main:581] : INFO : Epoch 1614 | loss: 0.0310297 | val_loss: 0.031219 | Time: 2088.8 ms
[2021-05-05 10:31:24 main:581] : INFO : Epoch 1615 | loss: 0.0310301 | val_loss: 0.0312281 | Time: 2014.94 ms
[2021-05-05 10:31:26 main:581] : INFO : Epoch 1616 | loss: 0.0310321 | val_loss: 0.0312117 | Time: 2059.8 ms
[2021-05-05 10:31:28 main:581] : INFO : Epoch 1617 | loss: 0.0310372 | val_loss: 0.0312184 | Time: 2111.94 ms
[2021-05-05 10:31:30 main:581] : INFO : Epoch 1618 | loss: 0.0310324 | val_loss: 0.0312182 | Time: 2066.05 ms
[2021-05-05 10:31:32 main:581] : INFO : Epoch 1619 | loss: 0.0310316 | val_loss: 0.0312261 | Time: 2102.92 ms
[2021-05-05 10:31:34 main:581] : INFO : Epoch 1620 | loss: 0.0310314 | val_loss: 0.0312376 | Time: 2056.34 ms
[2021-05-05 10:31:37 main:581] : INFO : Epoch 1621 | loss: 0.0310403 | val_loss: 0.0312259 | Time: 2140.21 ms
[2021-05-05 10:31:39 main:581] : INFO : Epoch 1622 | loss: 0.0310371 | val_loss: 0.0312144 | Time: 2010.16 ms
[2021-05-05 10:31:41 main:581] : INFO : Epoch 1623 | loss: 0.031038 | val_loss: 0.0312178 | Time: 2002.74 ms
[2021-05-05 10:31:43 main:581] : INFO : Epoch 1624 | loss: 0.0310333 | val_loss: 0.0312294 | Time: 2045.64 ms
[2021-05-05 10:31:45 main:581] : INFO : Epoch 1625 | loss: 0.0310298 | val_loss: 0.0312141 | Time: 2011.41 ms
[2021-05-05 10:31:47 main:581] : INFO : Epoch 1626 | loss: 0.0310317 | val_loss: 0.0312106 | Time: 2100.22 ms
[2021-05-05 10:31:49 main:581] : INFO : Epoch 1627 | loss: 0.0310324 | val_loss: 0.0312124 | Time: 2476.3 ms
[2021-05-05 10:31:52 main:581] : INFO : Epoch 1628 | loss: 0.0310314 | val_loss: 0.0312184 | Time: 2343.19 ms
[2021-05-05 10:31:54 main:581] : INFO : Epoch 1629 | loss: 0.0310354 | val_loss: 0.0312128 | Time: 2098.69 ms
[2021-05-05 10:31:56 main:581] : INFO : Epoch 1630 | loss: 0.0310305 | val_loss: 0.0312329 | Time: 2103.77 ms
[2021-05-05 10:31:58 main:581] : INFO : Epoch 1631 | loss: 0.0310306 | val_loss: 0.0312248 | Time: 2059.62 ms
[2021-05-05 10:32:00 main:581] : INFO : Epoch 1632 | loss: 0.0310293 | val_loss: 0.0312407 | Time: 2069.26 ms
[2021-05-05 10:32:02 main:581] : INFO : Epoch 1633 | loss: 0.0310271 | val_loss: 0.031222 | Time: 1981.75 ms
[2021-05-05 10:32:04 main:581] : INFO : Epoch 1634 | loss: 0.0310292 | val_loss: 0.0312111 | Time: 2018.94 ms
[2021-05-05 10:32:06 main:581] : INFO : Epoch 1635 | loss: 0.0310275 | val_loss: 0.0312116 | Time: 1964.31 ms
[2021-05-05 10:32:08 main:581] : INFO : Epoch 1636 | loss: 0.0310276 | val_loss: 0.0312176 | Time: 2131.7 ms
[2021-05-05 10:32:10 main:581] : INFO : Epoch 1637 | loss: 0.0310312 | val_loss: 0.0312244 | Time: 2258.36 ms
[2021-05-05 10:32:13 main:581] : INFO : Epoch 1638 | loss: 0.0310294 | val_loss: 0.0312143 | Time: 2292.53 ms
[2021-05-05 10:32:15 main:581] : INFO : Epoch 1639 | loss: 0.0310259 | val_loss: 0.0312196 | Time: 2047.32 ms
[2021-05-05 10:32:17 main:581] : INFO : Epoch 1640 | loss: 0.0310287 | val_loss: 0.0312345 | Time: 2039.97 ms
[2021-05-05 10:32:19 main:581] : INFO : Epoch 1641 | loss: 0.031028 | val_loss: 0.0312124 | Time: 1993.08 ms
[2021-05-05 10:32:21 main:581] : INFO : Epoch 1642 | loss: 0.0310243 | val_loss: 0.0312291 | Time: 2068.7 ms
[2021-05-05 10:32:23 main:581] : INFO : Epoch 1643 | loss: 0.0310257 | val_loss: 0.0312354 | Time: 2247.42 ms
[2021-05-05 10:32:25 main:581] : INFO : Epoch 1644 | loss: 0.0310206 | val_loss: 0.0312109 | Time: 2028.23 ms
[2021-05-05 10:32:27 main:581] : INFO : Epoch 1645 | loss: 0.0310269 | val_loss: 0.0312346 | Time: 2091.65 ms
[2021-05-05 10:32:29 main:581] : INFO : Epoch 1646 | loss: 0.0310245 | val_loss: 0.0312276 | Time: 2105.45 ms
[2021-05-05 10:32:31 main:581] : INFO : Epoch 1647 | loss: 0.0310224 | val_loss: 0.0312133 | Time: 2079.43 ms
[2021-05-05 10:32:33 main:581] : INFO : Epoch 1648 | loss: 0.0310265 | val_loss: 0.0312228 | Time: 2177.24 ms
[2021-05-05 10:32:36 main:581] : INFO : Epoch 1649 | loss: 0.031031 | val_loss: 0.0312185 | Time: 2132.54 ms
[2021-05-05 10:32:38 main:581] : INFO : Epoch 1650 | loss: 0.0310324 | val_loss: 0.0312162 | Time: 2061.19 ms
[2021-05-05 10:32:40 main:581] : INFO : Epoch 1651 | loss: 0.0310393 | val_loss: 0.0312215 | Time: 2287.03 ms
[2021-05-05 10:32:42 main:581] : INFO : Epoch 1652 | loss: 0.0310322 | val_loss: 0.0312365 | Time: 2173.65 ms
[2021-05-05 10:32:44 main:581] : INFO : Epoch 1653 | loss: 0.031029 | val_loss: 0.0312277 | Time: 2104.38 ms
[2021-05-05 10:32:46 main:581] : INFO : Epoch 1654 | loss: 0.03103 | val_loss: 0.0312191 | Time: 2117.94 ms
[2021-05-05 10:32:48 main:581] : INFO : Epoch 1655 | loss: 0.0310309 | val_loss: 0.0312123 | Time: 2124.05 ms
[2021-05-05 10:32:51 main:581] : INFO : Epoch 1656 | loss: 0.0310288 | val_loss: 0.031231 | Time: 2076.58 ms
[2021-05-05 10:32:53 main:581] : INFO : Epoch 1657 | loss: 0.0310258 | val_loss: 0.0312326 | Time: 2085.8 ms
[2021-05-05 10:32:55 main:581] : INFO : Epoch 1658 | loss: 0.0310309 | val_loss: 0.031214 | Time: 2017.9 ms
[2021-05-05 10:32:57 main:581] : INFO : Epoch 1659 | loss: 0.0310328 | val_loss: 0.0312338 | Time: 2070.29 ms
[2021-05-05 10:32:59 main:581] : INFO : Epoch 1660 | loss: 0.031033 | val_loss: 0.0312198 | Time: 2100.32 ms
[2021-05-05 10:33:01 main:581] : INFO : Epoch 1661 | loss: 0.0310399 | val_loss: 0.0312177 | Time: 2135.26 ms
[2021-05-05 10:33:03 main:581] : INFO : Epoch 1662 | loss: 0.0310287 | val_loss: 0.031224 | Time: 2145.04 ms
[2021-05-05 10:33:05 main:581] : INFO : Epoch 1663 | loss: 0.0310283 | val_loss: 0.0312322 | Time: 2321.34 ms
[2021-05-05 10:33:07 main:581] : INFO : Epoch 1664 | loss: 0.0310268 | val_loss: 0.0312362 | Time: 2030.66 ms
[2021-05-05 10:33:09 main:581] : INFO : Epoch 1665 | loss: 0.031023 | val_loss: 0.0312111 | Time: 2068.81 ms
[2021-05-05 10:33:12 main:581] : INFO : Epoch 1666 | loss: 0.0310307 | val_loss: 0.03122 | Time: 2032.93 ms
[2021-05-05 10:33:14 main:581] : INFO : Epoch 1667 | loss: 0.0310245 | val_loss: 0.0312355 | Time: 1996.6 ms
[2021-05-05 10:33:16 main:581] : INFO : Epoch 1668 | loss: 0.0310279 | val_loss: 0.031228 | Time: 2050.45 ms
[2021-05-05 10:33:18 main:581] : INFO : Epoch 1669 | loss: 0.0310358 | val_loss: 0.0312129 | Time: 2035.32 ms
[2021-05-05 10:33:20 main:581] : INFO : Epoch 1670 | loss: 0.0310259 | val_loss: 0.0312401 | Time: 2069.89 ms
[2021-05-05 10:33:22 main:581] : INFO : Epoch 1671 | loss: 0.0310297 | val_loss: 0.0312261 | Time: 2092.56 ms
[2021-05-05 10:33:24 main:581] : INFO : Epoch 1672 | loss: 0.0310291 | val_loss: 0.0312062 | Time: 2119.88 ms
[2021-05-05 10:33:26 main:581] : INFO : Epoch 1673 | loss: 0.0310308 | val_loss: 0.0312169 | Time: 2065.99 ms
[2021-05-05 10:33:28 main:581] : INFO : Epoch 1674 | loss: 0.031032 | val_loss: 0.0312166 | Time: 2030.76 ms
[2021-05-05 10:33:30 main:581] : INFO : Epoch 1675 | loss: 0.0310289 | val_loss: 0.0312239 | Time: 2044.91 ms
[2021-05-05 10:33:32 main:581] : INFO : Epoch 1676 | loss: 0.0310225 | val_loss: 0.0312248 | Time: 1588.3 ms
[2021-05-05 10:33:33 main:581] : INFO : Epoch 1677 | loss: 0.0310328 | val_loss: 0.0312112 | Time: 1796.8 ms
[2021-05-05 10:33:35 main:581] : INFO : Epoch 1678 | loss: 0.0310516 | val_loss: 0.0312169 | Time: 1911.04 ms
[2021-05-05 10:33:37 main:581] : INFO : Epoch 1679 | loss: 0.0310418 | val_loss: 0.0312134 | Time: 2016.73 ms
[2021-05-05 10:33:39 main:581] : INFO : Epoch 1680 | loss: 0.0310395 | val_loss: 0.0312407 | Time: 1960.8 ms
[2021-05-05 10:33:42 main:581] : INFO : Epoch 1681 | loss: 0.0310309 | val_loss: 0.0312381 | Time: 2345.18 ms
[2021-05-05 10:33:44 main:581] : INFO : Epoch 1682 | loss: 0.0310265 | val_loss: 0.0312148 | Time: 2034.55 ms
[2021-05-05 10:33:46 main:581] : INFO : Epoch 1683 | loss: 0.0310282 | val_loss: 0.0312284 | Time: 2031.31 ms
[2021-05-05 10:33:48 main:581] : INFO : Epoch 1684 | loss: 0.0310293 | val_loss: 0.0312253 | Time: 2053.24 ms
[2021-05-05 10:33:50 main:581] : INFO : Epoch 1685 | loss: 0.0310313 | val_loss: 0.031238 | Time: 2029.11 ms
[2021-05-05 10:33:52 main:581] : INFO : Epoch 1686 | loss: 0.0310325 | val_loss: 0.0312131 | Time: 1975.59 ms
[2021-05-05 10:33:54 main:581] : INFO : Epoch 1687 | loss: 0.0310286 | val_loss: 0.0312383 | Time: 2016.41 ms
[2021-05-05 10:33:56 main:581] : INFO : Epoch 1688 | loss: 0.0310264 | val_loss: 0.0312251 | Time: 2002.64 ms
[2021-05-05 10:33:58 main:581] : INFO : Epoch 1689 | loss: 0.0310298 | val_loss: 0.031226 | Time: 1975.06 ms
[2021-05-05 10:34:00 main:581] : INFO : Epoch 1690 | loss: 0.0310308 | val_loss: 0.0312267 | Time: 2044.03 ms
[2021-05-05 10:34:02 main:581] : INFO : Epoch 1691 | loss: 0.0310259 | val_loss: 0.0312404 | Time: 2102.71 ms
[2021-05-05 10:34:04 main:581] : INFO : Epoch 1692 | loss: 0.0310267 | val_loss: 0.0312151 | Time: 1974.06 ms
[2021-05-05 10:34:06 main:581] : INFO : Epoch 1693 | loss: 0.0310315 | val_loss: 0.0312361 | Time: 1975.23 ms
[2021-05-05 10:34:08 main:581] : INFO : Epoch 1694 | loss: 0.0310261 | val_loss: 0.0312408 | Time: 2043.58 ms
[2021-05-05 10:34:10 main:581] : INFO : Epoch 1695 | loss: 0.0310251 | val_loss: 0.0312362 | Time: 2057.83 ms
[2021-05-05 10:34:12 main:581] : INFO : Epoch 1696 | loss: 0.0310243 | val_loss: 0.0312226 | Time: 2101.94 ms
[2021-05-05 10:34:14 main:581] : INFO : Epoch 1697 | loss: 0.031027 | val_loss: 0.0312409 | Time: 1971.19 ms
[2021-05-05 10:34:16 main:581] : INFO : Epoch 1698 | loss: 0.031031 | val_loss: 0.0312216 | Time: 2033.17 ms
[2021-05-05 10:34:18 main:581] : INFO : Epoch 1699 | loss: 0.031033 | val_loss: 0.0312322 | Time: 2105.24 ms
[2021-05-05 10:34:20 main:581] : INFO : Epoch 1700 | loss: 0.0310272 | val_loss: 0.0312373 | Time: 2042.17 ms
[2021-05-05 10:34:22 main:581] : INFO : Epoch 1701 | loss: 0.0310246 | val_loss: 0.0312254 | Time: 1999.4 ms
[2021-05-05 10:34:24 main:581] : INFO : Epoch 1702 | loss: 0.0310253 | val_loss: 0.0312348 | Time: 1945.7 ms
[2021-05-05 10:34:26 main:581] : INFO : Epoch 1703 | loss: 0.0310234 | val_loss: 0.0312256 | Time: 1965.95 ms
[2021-05-05 10:34:28 main:581] : INFO : Epoch 1704 | loss: 0.0310252 | val_loss: 0.0312298 | Time: 2006.1 ms
[2021-05-05 10:34:30 main:581] : INFO : Epoch 1705 | loss: 0.0310298 | val_loss: 0.031222 | Time: 2033.45 ms
[2021-05-05 10:34:32 main:581] : INFO : Epoch 1706 | loss: 0.0311032 | val_loss: 0.0311911 | Time: 2074.97 ms
[2021-05-05 10:34:34 main:581] : INFO : Epoch 1707 | loss: 0.0311045 | val_loss: 0.031183 | Time: 1981.28 ms
[2021-05-05 10:34:36 main:581] : INFO : Epoch 1708 | loss: 0.0310862 | val_loss: 0.0311904 | Time: 2017.22 ms
[2021-05-05 10:34:38 main:581] : INFO : Epoch 1709 | loss: 0.0310723 | val_loss: 0.0311966 | Time: 2034.46 ms
[2021-05-05 10:34:40 main:581] : INFO : Epoch 1710 | loss: 0.0310616 | val_loss: 0.0312108 | Time: 2026.23 ms
[2021-05-05 10:34:42 main:581] : INFO : Epoch 1711 | loss: 0.0310513 | val_loss: 0.0311986 | Time: 2064.94 ms
[2021-05-05 10:34:44 main:581] : INFO : Epoch 1712 | loss: 0.0310433 | val_loss: 0.0312108 | Time: 2036.15 ms
[2021-05-05 10:34:46 main:581] : INFO : Epoch 1713 | loss: 0.0310362 | val_loss: 0.03121 | Time: 2059.66 ms
[2021-05-05 10:34:48 main:581] : INFO : Epoch 1714 | loss: 0.0310346 | val_loss: 0.0312158 | Time: 1957.87 ms
[2021-05-05 10:34:50 main:581] : INFO : Epoch 1715 | loss: 0.0310311 | val_loss: 0.0312257 | Time: 1994.33 ms
[2021-05-05 10:34:52 main:581] : INFO : Epoch 1716 | loss: 0.0310297 | val_loss: 0.0312209 | Time: 2051.96 ms
[2021-05-05 10:34:55 main:581] : INFO : Epoch 1717 | loss: 0.0310338 | val_loss: 0.0312186 | Time: 2035.52 ms
[2021-05-05 10:34:57 main:581] : INFO : Epoch 1718 | loss: 0.0310327 | val_loss: 0.0312233 | Time: 2074.86 ms
[2021-05-05 10:34:59 main:581] : INFO : Epoch 1719 | loss: 0.0310303 | val_loss: 0.0312281 | Time: 2036.3 ms
[2021-05-05 10:35:01 main:581] : INFO : Epoch 1720 | loss: 0.0310267 | val_loss: 0.0312149 | Time: 2082.9 ms
[2021-05-05 10:35:03 main:581] : INFO : Epoch 1721 | loss: 0.0310234 | val_loss: 0.0312344 | Time: 2300.69 ms
[2021-05-05 10:35:05 main:581] : INFO : Epoch 1722 | loss: 0.0310221 | val_loss: 0.0312256 | Time: 2042.74 ms
[2021-05-05 10:35:07 main:581] : INFO : Epoch 1723 | loss: 0.0310251 | val_loss: 0.0312339 | Time: 1914.46 ms
[2021-05-05 10:35:09 main:581] : INFO : Epoch 1724 | loss: 0.0310262 | val_loss: 0.0312259 | Time: 1995.63 ms
[2021-05-05 10:35:11 main:581] : INFO : Epoch 1725 | loss: 0.0310273 | val_loss: 0.0312234 | Time: 2036.13 ms
[2021-05-05 10:35:13 main:581] : INFO : Epoch 1726 | loss: 0.0310283 | val_loss: 0.0312264 | Time: 2006.54 ms
[2021-05-05 10:35:15 main:581] : INFO : Epoch 1727 | loss: 0.0310276 | val_loss: 0.0312205 | Time: 2230.69 ms
[2021-05-05 10:35:18 main:581] : INFO : Epoch 1728 | loss: 0.0310273 | val_loss: 0.0312224 | Time: 2283.53 ms
[2021-05-05 10:35:20 main:581] : INFO : Epoch 1729 | loss: 0.0310299 | val_loss: 0.0312151 | Time: 2076.34 ms
[2021-05-05 10:35:22 main:581] : INFO : Epoch 1730 | loss: 0.0310296 | val_loss: 0.0312206 | Time: 1989.32 ms
[2021-05-05 10:35:24 main:581] : INFO : Epoch 1731 | loss: 0.0310259 | val_loss: 0.0312263 | Time: 2069.44 ms
[2021-05-05 10:35:26 main:581] : INFO : Epoch 1732 | loss: 0.0310206 | val_loss: 0.0312324 | Time: 2057.12 ms
[2021-05-05 10:35:28 main:581] : INFO : Epoch 1733 | loss: 0.031023 | val_loss: 0.0312391 | Time: 2078.76 ms
[2021-05-05 10:35:30 main:581] : INFO : Epoch 1734 | loss: 0.0310236 | val_loss: 0.0312134 | Time: 2114.1 ms
[2021-05-05 10:35:32 main:581] : INFO : Epoch 1735 | loss: 0.0310235 | val_loss: 0.0312436 | Time: 2222.37 ms
[2021-05-05 10:35:34 main:581] : INFO : Epoch 1736 | loss: 0.0310224 | val_loss: 0.0312329 | Time: 2048.77 ms
[2021-05-05 10:35:36 main:581] : INFO : Epoch 1737 | loss: 0.0310206 | val_loss: 0.0312109 | Time: 1992.23 ms
[2021-05-05 10:35:38 main:581] : INFO : Epoch 1738 | loss: 0.0310253 | val_loss: 0.0312337 | Time: 2066.02 ms
[2021-05-05 10:35:40 main:581] : INFO : Epoch 1739 | loss: 0.0310268 | val_loss: 0.0312208 | Time: 1951.54 ms
[2021-05-05 10:35:42 main:581] : INFO : Epoch 1740 | loss: 0.0310258 | val_loss: 0.0312256 | Time: 1988.16 ms
[2021-05-05 10:35:44 main:581] : INFO : Epoch 1741 | loss: 0.0310304 | val_loss: 0.0312344 | Time: 2049.51 ms
[2021-05-05 10:35:46 main:581] : INFO : Epoch 1742 | loss: 0.0310277 | val_loss: 0.0312174 | Time: 1979.15 ms
[2021-05-05 10:35:48 main:581] : INFO : Epoch 1743 | loss: 0.031021 | val_loss: 0.0312405 | Time: 1996.16 ms
[2021-05-05 10:35:50 main:581] : INFO : Epoch 1744 | loss: 0.031021 | val_loss: 0.0312243 | Time: 1968.32 ms
[2021-05-05 10:35:52 main:581] : INFO : Epoch 1745 | loss: 0.0310215 | val_loss: 0.0312291 | Time: 2033.32 ms
[2021-05-05 10:35:54 main:581] : INFO : Epoch 1746 | loss: 0.0310242 | val_loss: 0.0312442 | Time: 2068.76 ms
[2021-05-05 10:35:56 main:581] : INFO : Epoch 1747 | loss: 0.0310203 | val_loss: 0.0312322 | Time: 2138.2 ms
[2021-05-05 10:35:58 main:581] : INFO : Epoch 1748 | loss: 0.0310293 | val_loss: 0.031218 | Time: 2044.84 ms
[2021-05-05 10:36:01 main:581] : INFO : Epoch 1749 | loss: 0.0310276 | val_loss: 0.0312193 | Time: 2049.67 ms
[2021-05-05 10:36:03 main:581] : INFO : Epoch 1750 | loss: 0.0310264 | val_loss: 0.0312152 | Time: 2020.05 ms
[2021-05-05 10:36:04 main:581] : INFO : Epoch 1751 | loss: 0.0310231 | val_loss: 0.0312308 | Time: 1951.32 ms
[2021-05-05 10:36:06 main:581] : INFO : Epoch 1752 | loss: 0.0310214 | val_loss: 0.0312283 | Time: 2007.44 ms
[2021-05-05 10:36:08 main:581] : INFO : Epoch 1753 | loss: 0.0310202 | val_loss: 0.0312425 | Time: 1995.65 ms
[2021-05-05 10:36:10 main:581] : INFO : Epoch 1754 | loss: 0.0310198 | val_loss: 0.0312371 | Time: 1973.17 ms
[2021-05-05 10:36:12 main:581] : INFO : Epoch 1755 | loss: 0.0310192 | val_loss: 0.0312302 | Time: 1950.85 ms
[2021-05-05 10:36:14 main:581] : INFO : Epoch 1756 | loss: 0.0310256 | val_loss: 0.0312275 | Time: 1983.95 ms
[2021-05-05 10:36:16 main:581] : INFO : Epoch 1757 | loss: 0.0310278 | val_loss: 0.0312264 | Time: 2074.63 ms
[2021-05-05 10:36:19 main:581] : INFO : Epoch 1758 | loss: 0.031023 | val_loss: 0.0312489 | Time: 2126.81 ms
[2021-05-05 10:36:21 main:581] : INFO : Epoch 1759 | loss: 0.0310303 | val_loss: 0.0312097 | Time: 1969.09 ms
[2021-05-05 10:36:23 main:581] : INFO : Epoch 1760 | loss: 0.0310256 | val_loss: 0.0312384 | Time: 2060.41 ms
[2021-05-05 10:36:25 main:581] : INFO : Epoch 1761 | loss: 0.0310217 | val_loss: 0.0312342 | Time: 2144.52 ms
[2021-05-05 10:36:27 main:581] : INFO : Epoch 1762 | loss: 0.0310334 | val_loss: 0.0312327 | Time: 2123.93 ms
[2021-05-05 10:36:29 main:581] : INFO : Epoch 1763 | loss: 0.0310293 | val_loss: 0.0312377 | Time: 2039.37 ms
[2021-05-05 10:36:31 main:581] : INFO : Epoch 1764 | loss: 0.0310207 | val_loss: 0.0312281 | Time: 2120.99 ms
[2021-05-05 10:36:33 main:581] : INFO : Epoch 1765 | loss: 0.0310191 | val_loss: 0.0312414 | Time: 2015.61 ms
[2021-05-05 10:36:35 main:581] : INFO : Epoch 1766 | loss: 0.0310176 | val_loss: 0.0312329 | Time: 2058.83 ms
[2021-05-05 10:36:37 main:581] : INFO : Epoch 1767 | loss: 0.0310255 | val_loss: 0.0312386 | Time: 2043.67 ms
[2021-05-05 10:36:39 main:581] : INFO : Epoch 1768 | loss: 0.0310289 | val_loss: 0.0312245 | Time: 2061.11 ms
[2021-05-05 10:36:41 main:581] : INFO : Epoch 1769 | loss: 0.0310223 | val_loss: 0.0312203 | Time: 2012.29 ms
[2021-05-05 10:36:43 main:581] : INFO : Epoch 1770 | loss: 0.0310221 | val_loss: 0.0312295 | Time: 1966.2 ms
[2021-05-05 10:36:45 main:581] : INFO : Epoch 1771 | loss: 0.0310228 | val_loss: 0.0312359 | Time: 2007.55 ms
[2021-05-05 10:36:47 main:581] : INFO : Epoch 1772 | loss: 0.0310232 | val_loss: 0.0312351 | Time: 1994.33 ms
[2021-05-05 10:36:49 main:581] : INFO : Epoch 1773 | loss: 0.0310209 | val_loss: 0.0312339 | Time: 1931.83 ms
[2021-05-05 10:36:51 main:581] : INFO : Epoch 1774 | loss: 0.0310237 | val_loss: 0.0312342 | Time: 2056.3 ms
[2021-05-05 10:36:53 main:581] : INFO : Epoch 1775 | loss: 0.0310272 | val_loss: 0.0312254 | Time: 2162.75 ms
[2021-05-05 10:36:55 main:581] : INFO : Epoch 1776 | loss: 0.0310249 | val_loss: 0.0312189 | Time: 2068.77 ms
[2021-05-05 10:36:58 main:581] : INFO : Epoch 1777 | loss: 0.0310238 | val_loss: 0.0312287 | Time: 2088.12 ms
[2021-05-05 10:37:00 main:581] : INFO : Epoch 1778 | loss: 0.031019 | val_loss: 0.0312348 | Time: 2403.6 ms
[2021-05-05 10:37:02 main:581] : INFO : Epoch 1779 | loss: 0.0310245 | val_loss: 0.0312227 | Time: 2140.04 ms
[2021-05-05 10:37:04 main:581] : INFO : Epoch 1780 | loss: 0.0310243 | val_loss: 0.0312295 | Time: 2046.69 ms
[2021-05-05 10:37:06 main:581] : INFO : Epoch 1781 | loss: 0.0310246 | val_loss: 0.0312356 | Time: 2067.41 ms
[2021-05-05 10:37:08 main:581] : INFO : Epoch 1782 | loss: 0.031019 | val_loss: 0.0312357 | Time: 2088.31 ms
[2021-05-05 10:37:10 main:581] : INFO : Epoch 1783 | loss: 0.0310246 | val_loss: 0.0312276 | Time: 2170.22 ms
[2021-05-05 10:37:13 main:581] : INFO : Epoch 1784 | loss: 0.0310251 | val_loss: 0.0312358 | Time: 2087.91 ms
[2021-05-05 10:37:15 main:581] : INFO : Epoch 1785 | loss: 0.0310198 | val_loss: 0.0312379 | Time: 2094.6 ms
[2021-05-05 10:37:17 main:581] : INFO : Epoch 1786 | loss: 0.0310216 | val_loss: 0.0312498 | Time: 2009.83 ms
[2021-05-05 10:37:19 main:581] : INFO : Epoch 1787 | loss: 0.0310272 | val_loss: 0.0312122 | Time: 2152.03 ms
[2021-05-05 10:37:21 main:581] : INFO : Epoch 1788 | loss: 0.0310249 | val_loss: 0.0312498 | Time: 2135.13 ms
[2021-05-05 10:37:23 main:581] : INFO : Epoch 1789 | loss: 0.0310224 | val_loss: 0.031225 | Time: 2058.79 ms
[2021-05-05 10:37:25 main:581] : INFO : Epoch 1790 | loss: 0.0310183 | val_loss: 0.031246 | Time: 1951.99 ms
[2021-05-05 10:37:27 main:581] : INFO : Epoch 1791 | loss: 0.0310241 | val_loss: 0.0312369 | Time: 2220.76 ms
[2021-05-05 10:37:29 main:581] : INFO : Epoch 1792 | loss: 0.0310247 | val_loss: 0.0312292 | Time: 2340.77 ms
[2021-05-05 10:37:32 main:581] : INFO : Epoch 1793 | loss: 0.031024 | val_loss: 0.0312258 | Time: 2030.35 ms
[2021-05-05 10:37:34 main:581] : INFO : Epoch 1794 | loss: 0.0310229 | val_loss: 0.0312355 | Time: 2069.34 ms
[2021-05-05 10:37:36 main:581] : INFO : Epoch 1795 | loss: 0.031022 | val_loss: 0.0312192 | Time: 2048.11 ms
[2021-05-05 10:37:38 main:581] : INFO : Epoch 1796 | loss: 0.0310353 | val_loss: 0.0312371 | Time: 2023.12 ms
[2021-05-05 10:37:40 main:581] : INFO : Epoch 1797 | loss: 0.0310269 | val_loss: 0.0312293 | Time: 1908.56 ms
[2021-05-05 10:37:42 main:581] : INFO : Epoch 1798 | loss: 0.0310212 | val_loss: 0.0312302 | Time: 2009.6 ms
[2021-05-05 10:37:44 main:581] : INFO : Epoch 1799 | loss: 0.0310177 | val_loss: 0.0312559 | Time: 2053.21 ms
[2021-05-05 10:37:46 main:581] : INFO : Epoch 1800 | loss: 0.0310175 | val_loss: 0.0312307 | Time: 2095.69 ms
[2021-05-05 10:37:48 main:581] : INFO : Epoch 1801 | loss: 0.0310197 | val_loss: 0.0312328 | Time: 2143.33 ms
[2021-05-05 10:37:50 main:581] : INFO : Epoch 1802 | loss: 0.0310169 | val_loss: 0.0312374 | Time: 2061.92 ms
[2021-05-05 10:37:52 main:581] : INFO : Epoch 1803 | loss: 0.0310206 | val_loss: 0.0312298 | Time: 2037.4 ms
[2021-05-05 10:37:54 main:581] : INFO : Epoch 1804 | loss: 0.0310264 | val_loss: 0.0312422 | Time: 1983.64 ms
[2021-05-05 10:37:56 main:581] : INFO : Epoch 1805 | loss: 0.031026 | val_loss: 0.0312315 | Time: 1925.89 ms
[2021-05-05 10:37:58 main:581] : INFO : Epoch 1806 | loss: 0.0310184 | val_loss: 0.0312373 | Time: 1917.2 ms
[2021-05-05 10:38:00 main:581] : INFO : Epoch 1807 | loss: 0.0310199 | val_loss: 0.0312155 | Time: 1944.28 ms
[2021-05-05 10:38:02 main:581] : INFO : Epoch 1808 | loss: 0.0310444 | val_loss: 0.031202 | Time: 2035.93 ms
[2021-05-05 10:38:04 main:581] : INFO : Epoch 1809 | loss: 0.0310552 | val_loss: 0.031248 | Time: 1978.07 ms
[2021-05-05 10:38:06 main:581] : INFO : Epoch 1810 | loss: 0.0310306 | val_loss: 0.031219 | Time: 2038.19 ms
[2021-05-05 10:38:08 main:581] : INFO : Epoch 1811 | loss: 0.0310216 | val_loss: 0.0312397 | Time: 2049.57 ms
[2021-05-05 10:38:10 main:581] : INFO : Epoch 1812 | loss: 0.0310345 | val_loss: 0.0312129 | Time: 2085 ms
[2021-05-05 10:38:12 main:581] : INFO : Epoch 1813 | loss: 0.0310281 | val_loss: 0.0312403 | Time: 2051.03 ms
[2021-05-05 10:38:14 main:581] : INFO : Epoch 1814 | loss: 0.0310214 | val_loss: 0.0312334 | Time: 2034.1 ms
[2021-05-05 10:38:16 main:581] : INFO : Epoch 1815 | loss: 0.0310214 | val_loss: 0.0312301 | Time: 2027.24 ms
[2021-05-05 10:38:18 main:581] : INFO : Epoch 1816 | loss: 0.0310174 | val_loss: 0.0312453 | Time: 2041.76 ms
[2021-05-05 10:38:20 main:581] : INFO : Epoch 1817 | loss: 0.0310144 | val_loss: 0.0312253 | Time: 2008.65 ms
[2021-05-05 10:38:22 main:581] : INFO : Epoch 1818 | loss: 0.0310177 | val_loss: 0.031242 | Time: 1973.23 ms
[2021-05-05 10:38:24 main:581] : INFO : Epoch 1819 | loss: 0.0310185 | val_loss: 0.0312309 | Time: 1955.37 ms
[2021-05-05 10:38:26 main:581] : INFO : Epoch 1820 | loss: 0.0310202 | val_loss: 0.0312416 | Time: 1984.77 ms
[2021-05-05 10:38:28 main:581] : INFO : Epoch 1821 | loss: 0.0310247 | val_loss: 0.0312273 | Time: 2041.95 ms
[2021-05-05 10:38:30 main:581] : INFO : Epoch 1822 | loss: 0.0310191 | val_loss: 0.0312443 | Time: 2265.92 ms
[2021-05-05 10:38:33 main:581] : INFO : Epoch 1823 | loss: 0.0310238 | val_loss: 0.0312384 | Time: 2427.65 ms
[2021-05-05 10:38:35 main:581] : INFO : Epoch 1824 | loss: 0.0310297 | val_loss: 0.0312324 | Time: 2188.04 ms
[2021-05-05 10:38:37 main:581] : INFO : Epoch 1825 | loss: 0.0310339 | val_loss: 0.0312282 | Time: 2382.97 ms
[2021-05-05 10:38:39 main:581] : INFO : Epoch 1826 | loss: 0.0310247 | val_loss: 0.0312217 | Time: 2154.38 ms
[2021-05-05 10:38:42 main:581] : INFO : Epoch 1827 | loss: 0.0310223 | val_loss: 0.0312299 | Time: 2103.92 ms
[2021-05-05 10:38:44 main:581] : INFO : Epoch 1828 | loss: 0.0310154 | val_loss: 0.0312311 | Time: 1997.83 ms
[2021-05-05 10:38:46 main:581] : INFO : Epoch 1829 | loss: 0.0310173 | val_loss: 0.0312311 | Time: 2067.36 ms
[2021-05-05 10:38:48 main:581] : INFO : Epoch 1830 | loss: 0.0310217 | val_loss: 0.0312245 | Time: 2173.61 ms
[2021-05-05 10:38:50 main:581] : INFO : Epoch 1831 | loss: 0.0310213 | val_loss: 0.0312354 | Time: 2225.47 ms
[2021-05-05 10:38:52 main:581] : INFO : Epoch 1832 | loss: 0.0310211 | val_loss: 0.0312417 | Time: 2047.85 ms
[2021-05-05 10:38:54 main:581] : INFO : Epoch 1833 | loss: 0.0310158 | val_loss: 0.0312332 | Time: 2109.08 ms
[2021-05-05 10:38:56 main:581] : INFO : Epoch 1834 | loss: 0.031019 | val_loss: 0.0312382 | Time: 2078.8 ms
[2021-05-05 10:38:58 main:581] : INFO : Epoch 1835 | loss: 0.0310213 | val_loss: 0.0312353 | Time: 2048.37 ms
[2021-05-05 10:39:01 main:581] : INFO : Epoch 1836 | loss: 0.0310321 | val_loss: 0.0312267 | Time: 2393.12 ms
[2021-05-05 10:39:03 main:581] : INFO : Epoch 1837 | loss: 0.0310295 | val_loss: 0.0312408 | Time: 2153.42 ms
[2021-05-05 10:39:05 main:581] : INFO : Epoch 1838 | loss: 0.0310265 | val_loss: 0.0312169 | Time: 2064.7 ms
[2021-05-05 10:39:07 main:581] : INFO : Epoch 1839 | loss: 0.0310279 | val_loss: 0.03123 | Time: 2012.24 ms
[2021-05-05 10:39:09 main:581] : INFO : Epoch 1840 | loss: 0.0310315 | val_loss: 0.0312349 | Time: 2348.47 ms
[2021-05-05 10:39:11 main:581] : INFO : Epoch 1841 | loss: 0.0310274 | val_loss: 0.031215 | Time: 2042.79 ms
[2021-05-05 10:39:13 main:581] : INFO : Epoch 1842 | loss: 0.031035 | val_loss: 0.0312303 | Time: 2090.76 ms
[2021-05-05 10:39:16 main:581] : INFO : Epoch 1843 | loss: 0.0310222 | val_loss: 0.0312266 | Time: 2318.75 ms
[2021-05-05 10:39:18 main:581] : INFO : Epoch 1844 | loss: 0.0310173 | val_loss: 0.0312346 | Time: 2469.29 ms
[2021-05-05 10:39:20 main:581] : INFO : Epoch 1845 | loss: 0.0310165 | val_loss: 0.0312518 | Time: 2141.35 ms
[2021-05-05 10:39:22 main:581] : INFO : Epoch 1846 | loss: 0.0310198 | val_loss: 0.03123 | Time: 2077.35 ms
[2021-05-05 10:39:24 main:581] : INFO : Epoch 1847 | loss: 0.0310213 | val_loss: 0.0312348 | Time: 2005.58 ms
[2021-05-05 10:39:27 main:581] : INFO : Epoch 1848 | loss: 0.0310206 | val_loss: 0.0312252 | Time: 2371.53 ms
[2021-05-05 10:39:29 main:581] : INFO : Epoch 1849 | loss: 0.0310203 | val_loss: 0.0312469 | Time: 2029.63 ms
[2021-05-05 10:39:31 main:581] : INFO : Epoch 1850 | loss: 0.0310212 | val_loss: 0.0312232 | Time: 2125.59 ms
[2021-05-05 10:39:33 main:581] : INFO : Epoch 1851 | loss: 0.03102 | val_loss: 0.0312465 | Time: 2086.98 ms
[2021-05-05 10:39:35 main:581] : INFO : Epoch 1852 | loss: 0.0310197 | val_loss: 0.0312478 | Time: 2051.33 ms
[2021-05-05 10:39:37 main:581] : INFO : Epoch 1853 | loss: 0.0310206 | val_loss: 0.0312153 | Time: 2046.58 ms
[2021-05-05 10:39:39 main:581] : INFO : Epoch 1854 | loss: 0.0310221 | val_loss: 0.0312435 | Time: 2048.2 ms
[2021-05-05 10:39:41 main:581] : INFO : Epoch 1855 | loss: 0.0310212 | val_loss: 0.0312252 | Time: 1966.41 ms
[2021-05-05 10:39:43 main:581] : INFO : Epoch 1856 | loss: 0.031019 | val_loss: 0.0312476 | Time: 2001.59 ms
[2021-05-05 10:39:45 main:581] : INFO : Epoch 1857 | loss: 0.0310151 | val_loss: 0.0312438 | Time: 2012.86 ms
[2021-05-05 10:39:47 main:581] : INFO : Epoch 1858 | loss: 0.0310165 | val_loss: 0.0312465 | Time: 2268.85 ms
[2021-05-05 10:39:49 main:581] : INFO : Epoch 1859 | loss: 0.0310147 | val_loss: 0.0312378 | Time: 2015.81 ms
[2021-05-05 10:39:52 main:581] : INFO : Epoch 1860 | loss: 0.0310151 | val_loss: 0.0312304 | Time: 2054.47 ms
[2021-05-05 10:39:54 main:581] : INFO : Epoch 1861 | loss: 0.0310171 | val_loss: 0.0312435 | Time: 2097.97 ms
[2021-05-05 10:39:56 main:581] : INFO : Epoch 1862 | loss: 0.0310281 | val_loss: 0.0312234 | Time: 2103.71 ms
[2021-05-05 10:39:58 main:581] : INFO : Epoch 1863 | loss: 0.0310281 | val_loss: 0.0312472 | Time: 2123.57 ms
[2021-05-05 10:40:00 main:581] : INFO : Epoch 1864 | loss: 0.0310212 | val_loss: 0.0312386 | Time: 2085.6 ms
[2021-05-05 10:40:02 main:581] : INFO : Epoch 1865 | loss: 0.0310221 | val_loss: 0.031221 | Time: 2028.75 ms
[2021-05-05 10:40:04 main:581] : INFO : Epoch 1866 | loss: 0.0310216 | val_loss: 0.0312417 | Time: 2109.77 ms
[2021-05-05 10:40:06 main:581] : INFO : Epoch 1867 | loss: 0.0310201 | val_loss: 0.0312166 | Time: 2163.96 ms
[2021-05-05 10:40:08 main:581] : INFO : Epoch 1868 | loss: 0.0310211 | val_loss: 0.0312372 | Time: 2211.96 ms
[2021-05-05 10:40:10 main:581] : INFO : Epoch 1869 | loss: 0.0310201 | val_loss: 0.0312365 | Time: 1976.31 ms
[2021-05-05 10:40:12 main:581] : INFO : Epoch 1870 | loss: 0.0310148 | val_loss: 0.0312355 | Time: 2048.79 ms
[2021-05-05 10:40:14 main:581] : INFO : Epoch 1871 | loss: 0.0310126 | val_loss: 0.0312398 | Time: 1993.7 ms
[2021-05-05 10:40:17 main:581] : INFO : Epoch 1872 | loss: 0.0310245 | val_loss: 0.0312386 | Time: 2105.06 ms
[2021-05-05 10:40:19 main:581] : INFO : Epoch 1873 | loss: 0.0310204 | val_loss: 0.0312453 | Time: 2006.4 ms
[2021-05-05 10:40:21 main:581] : INFO : Epoch 1874 | loss: 0.0310187 | val_loss: 0.0312407 | Time: 2036.2 ms
[2021-05-05 10:40:23 main:581] : INFO : Epoch 1875 | loss: 0.0310172 | val_loss: 0.0312462 | Time: 2013.45 ms
[2021-05-05 10:40:25 main:581] : INFO : Epoch 1876 | loss: 0.0310214 | val_loss: 0.0312417 | Time: 1951.31 ms
[2021-05-05 10:40:27 main:581] : INFO : Epoch 1877 | loss: 0.0310254 | val_loss: 0.0312389 | Time: 2013.41 ms
[2021-05-05 10:40:29 main:581] : INFO : Epoch 1878 | loss: 0.0310237 | val_loss: 0.0312318 | Time: 2008.3 ms
[2021-05-05 10:40:31 main:581] : INFO : Epoch 1879 | loss: 0.0310187 | val_loss: 0.031236 | Time: 2066.76 ms
[2021-05-05 10:40:33 main:581] : INFO : Epoch 1880 | loss: 0.031021 | val_loss: 0.0312397 | Time: 2052.02 ms
[2021-05-05 10:40:35 main:581] : INFO : Epoch 1881 | loss: 0.0310239 | val_loss: 0.0312292 | Time: 2017.4 ms
[2021-05-05 10:40:37 main:581] : INFO : Epoch 1882 | loss: 0.0310245 | val_loss: 0.0312368 | Time: 2055.54 ms
[2021-05-05 10:40:39 main:581] : INFO : Epoch 1883 | loss: 0.0310188 | val_loss: 0.0312493 | Time: 2122.35 ms
[2021-05-05 10:40:41 main:581] : INFO : Epoch 1884 | loss: 0.0310174 | val_loss: 0.0312248 | Time: 1988.14 ms
[2021-05-05 10:40:43 main:581] : INFO : Epoch 1885 | loss: 0.0310199 | val_loss: 0.0312297 | Time: 2079.44 ms
[2021-05-05 10:40:45 main:581] : INFO : Epoch 1886 | loss: 0.0310135 | val_loss: 0.0312397 | Time: 2114.37 ms
[2021-05-05 10:40:47 main:581] : INFO : Epoch 1887 | loss: 0.0310145 | val_loss: 0.0312537 | Time: 2024.3 ms
[2021-05-05 10:40:49 main:581] : INFO : Epoch 1888 | loss: 0.0310217 | val_loss: 0.0312347 | Time: 2004.82 ms
[2021-05-05 10:40:51 main:581] : INFO : Epoch 1889 | loss: 0.0310291 | val_loss: 0.0312278 | Time: 2234.76 ms
[2021-05-05 10:40:53 main:581] : INFO : Epoch 1890 | loss: 0.03103 | val_loss: 0.0312471 | Time: 2058.55 ms
[2021-05-05 10:40:55 main:581] : INFO : Epoch 1891 | loss: 0.0310235 | val_loss: 0.0312377 | Time: 2022.94 ms
[2021-05-05 10:40:58 main:581] : INFO : Epoch 1892 | loss: 0.0310145 | val_loss: 0.0312426 | Time: 2251.76 ms
[2021-05-05 10:41:00 main:581] : INFO : Epoch 1893 | loss: 0.0310143 | val_loss: 0.0312394 | Time: 2045.4 ms
[2021-05-05 10:41:02 main:581] : INFO : Epoch 1894 | loss: 0.0310147 | val_loss: 0.0312455 | Time: 1996.1 ms
[2021-05-05 10:41:04 main:581] : INFO : Epoch 1895 | loss: 0.0310174 | val_loss: 0.0312351 | Time: 2023.3 ms
[2021-05-05 10:41:06 main:581] : INFO : Epoch 1896 | loss: 0.0310218 | val_loss: 0.0312222 | Time: 2062.99 ms
[2021-05-05 10:41:08 main:581] : INFO : Epoch 1897 | loss: 0.0310212 | val_loss: 0.031244 | Time: 1993.85 ms
[2021-05-05 10:41:10 main:581] : INFO : Epoch 1898 | loss: 0.0310136 | val_loss: 0.0312401 | Time: 1935.49 ms
[2021-05-05 10:41:12 main:581] : INFO : Epoch 1899 | loss: 0.0310205 | val_loss: 0.0312362 | Time: 2028.18 ms
[2021-05-05 10:41:14 main:581] : INFO : Epoch 1900 | loss: 0.0310217 | val_loss: 0.0312464 | Time: 2147.32 ms
[2021-05-05 10:41:16 main:581] : INFO : Epoch 1901 | loss: 0.0310182 | val_loss: 0.0312492 | Time: 2155.82 ms
[2021-05-05 10:41:18 main:581] : INFO : Epoch 1902 | loss: 0.0310179 | val_loss: 0.031221 | Time: 2051.38 ms
[2021-05-05 10:41:20 main:581] : INFO : Epoch 1903 | loss: 0.0310263 | val_loss: 0.0312318 | Time: 2124.92 ms
[2021-05-05 10:41:22 main:581] : INFO : Epoch 1904 | loss: 0.0310266 | val_loss: 0.0312368 | Time: 1998.36 ms
[2021-05-05 10:41:24 main:581] : INFO : Epoch 1905 | loss: 0.0310209 | val_loss: 0.0312355 | Time: 2001.48 ms
[2021-05-05 10:41:26 main:581] : INFO : Epoch 1906 | loss: 0.0310198 | val_loss: 0.0312315 | Time: 2059.9 ms
[2021-05-05 10:41:28 main:581] : INFO : Epoch 1907 | loss: 0.0310147 | val_loss: 0.0312294 | Time: 2029.02 ms
[2021-05-05 10:41:31 main:581] : INFO : Epoch 1908 | loss: 0.0310155 | val_loss: 0.031228 | Time: 2151.72 ms
[2021-05-05 10:41:33 main:581] : INFO : Epoch 1909 | loss: 0.0310169 | val_loss: 0.0312315 | Time: 2073.43 ms
[2021-05-05 10:41:35 main:581] : INFO : Epoch 1910 | loss: 0.0310213 | val_loss: 0.0312392 | Time: 2028.93 ms
[2021-05-05 10:41:37 main:581] : INFO : Epoch 1911 | loss: 0.0310179 | val_loss: 0.0312348 | Time: 2065.12 ms
[2021-05-05 10:41:39 main:581] : INFO : Epoch 1912 | loss: 0.0310158 | val_loss: 0.0312312 | Time: 2081.97 ms
[2021-05-05 10:41:41 main:581] : INFO : Epoch 1913 | loss: 0.0310231 | val_loss: 0.0312315 | Time: 2072.75 ms
[2021-05-05 10:41:43 main:581] : INFO : Epoch 1914 | loss: 0.0310264 | val_loss: 0.0312303 | Time: 2056.64 ms
[2021-05-05 10:41:45 main:581] : INFO : Epoch 1915 | loss: 0.0310273 | val_loss: 0.031224 | Time: 2076.54 ms
[2021-05-05 10:41:47 main:581] : INFO : Epoch 1916 | loss: 0.0310214 | val_loss: 0.0312327 | Time: 2184.48 ms
[2021-05-05 10:41:49 main:581] : INFO : Epoch 1917 | loss: 0.0310141 | val_loss: 0.0312364 | Time: 2063.43 ms
[2021-05-05 10:41:51 main:581] : INFO : Epoch 1918 | loss: 0.0310167 | val_loss: 0.0312335 | Time: 1966.35 ms
[2021-05-05 10:41:53 main:581] : INFO : Epoch 1919 | loss: 0.0310223 | val_loss: 0.0312297 | Time: 2078.53 ms
[2021-05-05 10:41:55 main:581] : INFO : Epoch 1920 | loss: 0.0310272 | val_loss: 0.0312363 | Time: 2021.39 ms
[2021-05-05 10:41:57 main:581] : INFO : Epoch 1921 | loss: 0.0310207 | val_loss: 0.0312356 | Time: 1995.59 ms
[2021-05-05 10:41:59 main:581] : INFO : Epoch 1922 | loss: 0.0310246 | val_loss: 0.0312348 | Time: 2010.97 ms
[2021-05-05 10:42:01 main:581] : INFO : Epoch 1923 | loss: 0.0310181 | val_loss: 0.0312233 | Time: 1983.31 ms
[2021-05-05 10:42:03 main:581] : INFO : Epoch 1924 | loss: 0.0310177 | val_loss: 0.0312546 | Time: 1983.95 ms
[2021-05-05 10:42:05 main:581] : INFO : Epoch 1925 | loss: 0.0310179 | val_loss: 0.0312233 | Time: 2006.3 ms
[2021-05-05 10:42:07 main:581] : INFO : Epoch 1926 | loss: 0.0310239 | val_loss: 0.0312329 | Time: 2119.75 ms
[2021-05-05 10:42:09 main:581] : INFO : Epoch 1927 | loss: 0.0310283 | val_loss: 0.0312183 | Time: 1978.47 ms
[2021-05-05 10:42:11 main:581] : INFO : Epoch 1928 | loss: 0.0310312 | val_loss: 0.0312318 | Time: 2026.69 ms
[2021-05-05 10:42:13 main:581] : INFO : Epoch 1929 | loss: 0.0310222 | val_loss: 0.0312328 | Time: 1657.7 ms
[2021-05-05 10:42:15 main:581] : INFO : Epoch 1930 | loss: 0.0310218 | val_loss: 0.0312379 | Time: 1710.1 ms
[2021-05-05 10:42:17 main:581] : INFO : Epoch 1931 | loss: 0.0310169 | val_loss: 0.0312235 | Time: 1972.04 ms
[2021-05-05 10:42:19 main:581] : INFO : Epoch 1932 | loss: 0.0310143 | val_loss: 0.0312387 | Time: 1981.38 ms
[2021-05-05 10:42:21 main:581] : INFO : Epoch 1933 | loss: 0.0310123 | val_loss: 0.0312449 | Time: 2031.78 ms
[2021-05-05 10:42:23 main:581] : INFO : Epoch 1934 | loss: 0.031019 | val_loss: 0.0312492 | Time: 2010.58 ms
[2021-05-05 10:42:25 main:581] : INFO : Epoch 1935 | loss: 0.0310197 | val_loss: 0.0312316 | Time: 1921.98 ms
[2021-05-05 10:42:27 main:581] : INFO : Epoch 1936 | loss: 0.0310198 | val_loss: 0.0312445 | Time: 2045.48 ms
[2021-05-05 10:42:29 main:581] : INFO : Epoch 1937 | loss: 0.0310238 | val_loss: 0.0312388 | Time: 1981.39 ms
[2021-05-05 10:42:31 main:581] : INFO : Epoch 1938 | loss: 0.0310216 | val_loss: 0.0312392 | Time: 2004.92 ms
[2021-05-05 10:42:33 main:581] : INFO : Epoch 1939 | loss: 0.0310264 | val_loss: 0.031232 | Time: 2002.26 ms
[2021-05-05 10:42:35 main:581] : INFO : Epoch 1940 | loss: 0.0310278 | val_loss: 0.0312345 | Time: 2002.53 ms
[2021-05-05 10:42:37 main:581] : INFO : Epoch 1941 | loss: 0.0310255 | val_loss: 0.0312309 | Time: 2345.56 ms
[2021-05-05 10:42:39 main:581] : INFO : Epoch 1942 | loss: 0.0310241 | val_loss: 0.0312485 | Time: 2001.01 ms
[2021-05-05 10:42:41 main:581] : INFO : Epoch 1943 | loss: 0.0310151 | val_loss: 0.0312301 | Time: 1964.74 ms
[2021-05-05 10:42:43 main:581] : INFO : Epoch 1944 | loss: 0.0310132 | val_loss: 0.0312505 | Time: 2011.94 ms
[2021-05-05 10:42:45 main:581] : INFO : Epoch 1945 | loss: 0.0310256 | val_loss: 0.0312284 | Time: 2028.5 ms
[2021-05-05 10:42:47 main:581] : INFO : Epoch 1946 | loss: 0.0310262 | val_loss: 0.0312319 | Time: 2023.6 ms
[2021-05-05 10:42:49 main:581] : INFO : Epoch 1947 | loss: 0.0310221 | val_loss: 0.0312355 | Time: 1957.91 ms
[2021-05-05 10:42:51 main:581] : INFO : Epoch 1948 | loss: 0.0310146 | val_loss: 0.0312287 | Time: 2029.8 ms
[2021-05-05 10:42:53 main:581] : INFO : Epoch 1949 | loss: 0.031015 | val_loss: 0.0312251 | Time: 2017.16 ms
[2021-05-05 10:42:55 main:581] : INFO : Epoch 1950 | loss: 0.0310186 | val_loss: 0.0312308 | Time: 2090.99 ms
[2021-05-05 10:42:57 main:581] : INFO : Epoch 1951 | loss: 0.0310173 | val_loss: 0.0312344 | Time: 2055.77 ms
[2021-05-05 10:42:59 main:581] : INFO : Epoch 1952 | loss: 0.031029 | val_loss: 0.0312282 | Time: 2041.51 ms
[2021-05-05 10:43:01 main:581] : INFO : Epoch 1953 | loss: 0.031023 | val_loss: 0.0312317 | Time: 2058.23 ms
[2021-05-05 10:43:03 main:581] : INFO : Epoch 1954 | loss: 0.0310191 | val_loss: 0.0312497 | Time: 2015.49 ms
[2021-05-05 10:43:05 main:581] : INFO : Epoch 1955 | loss: 0.0310176 | val_loss: 0.0312442 | Time: 2044.66 ms
[2021-05-05 10:43:07 main:581] : INFO : Epoch 1956 | loss: 0.0310228 | val_loss: 0.0312212 | Time: 2045.01 ms
[2021-05-05 10:43:10 main:581] : INFO : Epoch 1957 | loss: 0.0310285 | val_loss: 0.0312215 | Time: 2072.72 ms
[2021-05-05 10:43:12 main:581] : INFO : Epoch 1958 | loss: 0.031019 | val_loss: 0.031237 | Time: 2023.34 ms
[2021-05-05 10:43:14 main:581] : INFO : Epoch 1959 | loss: 0.0310193 | val_loss: 0.0312301 | Time: 2005.74 ms
[2021-05-05 10:43:16 main:581] : INFO : Epoch 1960 | loss: 0.0310129 | val_loss: 0.0312351 | Time: 1966.96 ms
[2021-05-05 10:43:18 main:581] : INFO : Epoch 1961 | loss: 0.0310154 | val_loss: 0.0312353 | Time: 2054.75 ms
[2021-05-05 10:43:20 main:581] : INFO : Epoch 1962 | loss: 0.031026 | val_loss: 0.0312324 | Time: 2072.88 ms
[2021-05-05 10:43:22 main:581] : INFO : Epoch 1963 | loss: 0.0310258 | val_loss: 0.0312432 | Time: 1948.86 ms
[2021-05-05 10:43:24 main:581] : INFO : Epoch 1964 | loss: 0.0310221 | val_loss: 0.0312402 | Time: 2038.83 ms
[2021-05-05 10:43:26 main:581] : INFO : Epoch 1965 | loss: 0.0310201 | val_loss: 0.0312279 | Time: 2110.88 ms
[2021-05-05 10:43:28 main:581] : INFO : Epoch 1966 | loss: 0.0310209 | val_loss: 0.0312391 | Time: 2141.79 ms
[2021-05-05 10:43:30 main:581] : INFO : Epoch 1967 | loss: 0.0310206 | val_loss: 0.0312239 | Time: 2048.53 ms
[2021-05-05 10:43:32 main:581] : INFO : Epoch 1968 | loss: 0.0310241 | val_loss: 0.0312421 | Time: 2058.69 ms
[2021-05-05 10:43:34 main:581] : INFO : Epoch 1969 | loss: 0.0310205 | val_loss: 0.0312166 | Time: 2207.63 ms
[2021-05-05 10:43:36 main:581] : INFO : Epoch 1970 | loss: 0.0310211 | val_loss: 0.0312427 | Time: 2070.05 ms
[2021-05-05 10:43:38 main:581] : INFO : Epoch 1971 | loss: 0.0310178 | val_loss: 0.0312259 | Time: 1988.66 ms
[2021-05-05 10:43:40 main:581] : INFO : Epoch 1972 | loss: 0.0310203 | val_loss: 0.0312282 | Time: 1942.76 ms
[2021-05-05 10:43:42 main:581] : INFO : Epoch 1973 | loss: 0.0310222 | val_loss: 0.0312374 | Time: 2017.44 ms
[2021-05-05 10:43:44 main:581] : INFO : Epoch 1974 | loss: 0.0310248 | val_loss: 0.0312323 | Time: 1983.43 ms
[2021-05-05 10:43:46 main:581] : INFO : Epoch 1975 | loss: 0.0310156 | val_loss: 0.0312413 | Time: 2156.65 ms
[2021-05-05 10:43:49 main:581] : INFO : Epoch 1976 | loss: 0.0310129 | val_loss: 0.0312335 | Time: 2216.14 ms
[2021-05-05 10:43:51 main:581] : INFO : Epoch 1977 | loss: 0.0310165 | val_loss: 0.031231 | Time: 2014.6 ms
[2021-05-05 10:43:53 main:581] : INFO : Epoch 1978 | loss: 0.0310233 | val_loss: 0.0312479 | Time: 2107.47 ms
[2021-05-05 10:43:55 main:581] : INFO : Epoch 1979 | loss: 0.031078 | val_loss: 0.0311838 | Time: 2100.22 ms
[2021-05-05 10:43:57 main:581] : INFO : Epoch 1980 | loss: 0.0310766 | val_loss: 0.0312147 | Time: 1983.62 ms
[2021-05-05 10:43:59 main:581] : INFO : Epoch 1981 | loss: 0.0310496 | val_loss: 0.0312197 | Time: 2066.43 ms
[2021-05-05 10:44:01 main:581] : INFO : Epoch 1982 | loss: 0.0310301 | val_loss: 0.0312226 | Time: 1977.21 ms
[2021-05-05 10:44:03 main:581] : INFO : Epoch 1983 | loss: 0.0310209 | val_loss: 0.031235 | Time: 1989.78 ms
[2021-05-05 10:44:05 main:581] : INFO : Epoch 1984 | loss: 0.0310182 | val_loss: 0.0312323 | Time: 2050.6 ms
[2021-05-05 10:44:07 main:581] : INFO : Epoch 1985 | loss: 0.0310147 | val_loss: 0.0312245 | Time: 2023.42 ms
[2021-05-05 10:44:09 main:581] : INFO : Epoch 1986 | loss: 0.0310195 | val_loss: 0.0312273 | Time: 2074.8 ms
[2021-05-05 10:44:11 main:581] : INFO : Epoch 1987 | loss: 0.0310394 | val_loss: 0.0312315 | Time: 2003.15 ms
[2021-05-05 10:44:13 main:581] : INFO : Epoch 1988 | loss: 0.0310352 | val_loss: 0.031232 | Time: 2040.46 ms
[2021-05-05 10:44:15 main:581] : INFO : Epoch 1989 | loss: 0.0310161 | val_loss: 0.0312267 | Time: 2074.49 ms
[2021-05-05 10:44:17 main:581] : INFO : Epoch 1990 | loss: 0.0310167 | val_loss: 0.0312345 | Time: 2049.74 ms
[2021-05-05 10:44:19 main:581] : INFO : Epoch 1991 | loss: 0.0310203 | val_loss: 0.0312291 | Time: 2072.96 ms
[2021-05-05 10:44:21 main:581] : INFO : Epoch 1992 | loss: 0.0310216 | val_loss: 0.0312346 | Time: 2024.96 ms
[2021-05-05 10:44:23 main:581] : INFO : Epoch 1993 | loss: 0.0310148 | val_loss: 0.0312333 | Time: 2028.22 ms
[2021-05-05 10:44:25 main:581] : INFO : Epoch 1994 | loss: 0.0310224 | val_loss: 0.0312211 | Time: 2042.27 ms
[2021-05-05 10:44:27 main:581] : INFO : Epoch 1995 | loss: 0.0310166 | val_loss: 0.0312486 | Time: 2061.17 ms
[2021-05-05 10:44:29 main:581] : INFO : Epoch 1996 | loss: 0.0310174 | val_loss: 0.0312188 | Time: 2078.5 ms
[2021-05-05 10:44:32 main:581] : INFO : Epoch 1997 | loss: 0.0310236 | val_loss: 0.0312322 | Time: 2219.35 ms
[2021-05-05 10:44:34 main:581] : INFO : Epoch 1998 | loss: 0.0310199 | val_loss: 0.0312282 | Time: 2288.66 ms
[2021-05-05 10:44:36 main:581] : INFO : Epoch 1999 | loss: 0.0310164 | val_loss: 0.0312396 | Time: 2191.26 ms
[2021-05-05 10:44:38 main:581] : INFO : Epoch 2000 | loss: 0.0310161 | val_loss: 0.0312344 | Time: 2010.3 ms
[2021-05-05 10:44:40 main:581] : INFO : Epoch 2001 | loss: 0.0310165 | val_loss: 0.0312333 | Time: 2049.92 ms
[2021-05-05 10:44:42 main:581] : INFO : Epoch 2002 | loss: 0.0310205 | val_loss: 0.0312368 | Time: 1988.83 ms
[2021-05-05 10:44:44 main:581] : INFO : Epoch 2003 | loss: 0.0310362 | val_loss: 0.0312218 | Time: 2227.87 ms
[2021-05-05 10:44:47 main:581] : INFO : Epoch 2004 | loss: 0.0310353 | val_loss: 0.0312455 | Time: 2127.83 ms
[2021-05-05 10:44:49 main:581] : INFO : Epoch 2005 | loss: 0.0310268 | val_loss: 0.0312647 | Time: 2099.03 ms
[2021-05-05 10:44:51 main:581] : INFO : Epoch 2006 | loss: 0.0310264 | val_loss: 0.0312419 | Time: 2137.23 ms
[2021-05-05 10:44:53 main:581] : INFO : Epoch 2007 | loss: 0.031017 | val_loss: 0.0312274 | Time: 2078.33 ms
[2021-05-05 10:44:55 main:581] : INFO : Epoch 2008 | loss: 0.0310223 | val_loss: 0.0312408 | Time: 2068.83 ms
[2021-05-05 10:44:57 main:581] : INFO : Epoch 2009 | loss: 0.0310229 | val_loss: 0.0312369 | Time: 2060.7 ms
[2021-05-05 10:44:59 main:581] : INFO : Epoch 2010 | loss: 0.0310281 | val_loss: 0.0312302 | Time: 2171.45 ms
[2021-05-05 10:45:01 main:581] : INFO : Epoch 2011 | loss: 0.0310235 | val_loss: 0.0312486 | Time: 2144.14 ms
[2021-05-05 10:45:04 main:581] : INFO : Epoch 2012 | loss: 0.0310238 | val_loss: 0.0312427 | Time: 2166.96 ms
[2021-05-05 10:45:06 main:581] : INFO : Epoch 2013 | loss: 0.0310124 | val_loss: 0.0312339 | Time: 2150.07 ms
[2021-05-05 10:45:08 main:581] : INFO : Epoch 2014 | loss: 0.031011 | val_loss: 0.0312367 | Time: 2153.2 ms
[2021-05-05 10:45:10 main:581] : INFO : Epoch 2015 | loss: 0.0310126 | val_loss: 0.0312261 | Time: 2129.36 ms
[2021-05-05 10:45:12 main:581] : INFO : Epoch 2016 | loss: 0.0310178 | val_loss: 0.0312188 | Time: 2026.12 ms
[2021-05-05 10:45:14 main:581] : INFO : Epoch 2017 | loss: 0.031015 | val_loss: 0.031238 | Time: 2092.23 ms
[2021-05-05 10:45:16 main:581] : INFO : Epoch 2018 | loss: 0.0310196 | val_loss: 0.0312177 | Time: 2020.84 ms
[2021-05-05 10:45:18 main:581] : INFO : Epoch 2019 | loss: 0.0310213 | val_loss: 0.031218 | Time: 2008.57 ms
[2021-05-05 10:45:20 main:581] : INFO : Epoch 2020 | loss: 0.0310345 | val_loss: 0.0312249 | Time: 2008.76 ms
[2021-05-05 10:45:22 main:581] : INFO : Epoch 2021 | loss: 0.0310215 | val_loss: 0.0312197 | Time: 2021.47 ms
[2021-05-05 10:45:24 main:581] : INFO : Epoch 2022 | loss: 0.0310204 | val_loss: 0.0312501 | Time: 2021.07 ms
[2021-05-05 10:45:26 main:581] : INFO : Epoch 2023 | loss: 0.0310169 | val_loss: 0.031231 | Time: 2336.75 ms
[2021-05-05 10:45:29 main:581] : INFO : Epoch 2024 | loss: 0.0310151 | val_loss: 0.0312339 | Time: 2111.6 ms
[2021-05-05 10:45:31 main:581] : INFO : Epoch 2025 | loss: 0.0310133 | val_loss: 0.0312435 | Time: 2032.05 ms
[2021-05-05 10:45:33 main:581] : INFO : Epoch 2026 | loss: 0.031015 | val_loss: 0.0312181 | Time: 1998.29 ms
[2021-05-05 10:45:35 main:581] : INFO : Epoch 2027 | loss: 0.0310309 | val_loss: 0.0312469 | Time: 2104.17 ms
[2021-05-05 10:45:37 main:581] : INFO : Epoch 2028 | loss: 0.0310209 | val_loss: 0.0312312 | Time: 2121.43 ms
[2021-05-05 10:45:39 main:581] : INFO : Epoch 2029 | loss: 0.0310142 | val_loss: 0.0312317 | Time: 2036.89 ms
[2021-05-05 10:45:41 main:581] : INFO : Epoch 2030 | loss: 0.0310178 | val_loss: 0.0312264 | Time: 2048.8 ms
[2021-05-05 10:45:43 main:581] : INFO : Epoch 2031 | loss: 0.0310177 | val_loss: 0.031231 | Time: 2018.65 ms
[2021-05-05 10:45:45 main:581] : INFO : Epoch 2032 | loss: 0.0310171 | val_loss: 0.0312471 | Time: 2069.97 ms
[2021-05-05 10:45:47 main:581] : INFO : Epoch 2033 | loss: 0.0310161 | val_loss: 0.0312347 | Time: 2068.92 ms
[2021-05-05 10:45:49 main:581] : INFO : Epoch 2034 | loss: 0.0310169 | val_loss: 0.0312559 | Time: 1993.25 ms
[2021-05-05 10:45:51 main:581] : INFO : Epoch 2035 | loss: 0.0310166 | val_loss: 0.0312152 | Time: 1989.59 ms
[2021-05-05 10:45:53 main:581] : INFO : Epoch 2036 | loss: 0.0310187 | val_loss: 0.0312322 | Time: 2084.01 ms
[2021-05-05 10:45:55 main:581] : INFO : Epoch 2037 | loss: 0.0310189 | val_loss: 0.0312507 | Time: 2069.15 ms
[2021-05-05 10:45:57 main:581] : INFO : Epoch 2038 | loss: 0.0310194 | val_loss: 0.0312231 | Time: 2062.7 ms
[2021-05-05 10:45:59 main:581] : INFO : Epoch 2039 | loss: 0.0310292 | val_loss: 0.0312322 | Time: 2165.65 ms
[2021-05-05 10:46:01 main:581] : INFO : Epoch 2040 | loss: 0.0310244 | val_loss: 0.0312348 | Time: 2023.25 ms
[2021-05-05 10:46:04 main:581] : INFO : Epoch 2041 | loss: 0.0310242 | val_loss: 0.0312409 | Time: 2045.94 ms
[2021-05-05 10:46:06 main:581] : INFO : Epoch 2042 | loss: 0.0310251 | val_loss: 0.0312322 | Time: 1987.91 ms
[2021-05-05 10:46:08 main:581] : INFO : Epoch 2043 | loss: 0.0310173 | val_loss: 0.0312375 | Time: 2060.66 ms
[2021-05-05 10:46:10 main:581] : INFO : Epoch 2044 | loss: 0.031012 | val_loss: 0.0312398 | Time: 2019.68 ms
[2021-05-05 10:46:12 main:581] : INFO : Epoch 2045 | loss: 0.031011 | val_loss: 0.0312456 | Time: 2039.09 ms
[2021-05-05 10:46:14 main:581] : INFO : Epoch 2046 | loss: 0.0310096 | val_loss: 0.0312422 | Time: 2016.25 ms
[2021-05-05 10:46:16 main:581] : INFO : Epoch 2047 | loss: 0.0310132 | val_loss: 0.0312318 | Time: 2020.25 ms
[2021-05-05 10:46:18 main:581] : INFO : Epoch 2048 | loss: 0.0310247 | val_loss: 0.0312343 | Time: 2086.47 ms
[2021-05-05 10:46:18 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312343
[2021-05-05 10:46:18 main:610] : INFO : Saving end state to config to file
[2021-05-05 10:46:18 main:615] : INFO : Success, exiting..
10:46:18 (1026056): 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)