Task 14377559
| Name | ParityModified-1647044384-11966-3-0_0 |
| Workunit | 11423417 |
| Created | 5 Apr 2022, 8:43:32 UTC |
| Sent | 10 Apr 2022, 10:24:21 UTC |
| Report deadline | 18 Apr 2022, 10:24:21 UTC |
| Received | 10 Apr 2022, 14:53:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6082 |
| Run time | 1 hours 23 min 30 sec |
| CPU time | 1 hours 5 min 15 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,565.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312138 | val_loss: 0.031221 | Time: 2286.8 ms
[2022-04-10 07:33:02 main:574] : INFO : Epoch 1543 | loss: 0.031213 | val_loss: 0.0312225 | Time: 2305.41 ms
[2022-04-10 07:33:05 main:574] : INFO : Epoch 1544 | loss: 0.0312123 | val_loss: 0.0312242 | Time: 2261.42 ms
[2022-04-10 07:33:07 main:574] : INFO : Epoch 1545 | loss: 0.0312138 | val_loss: 0.0312218 | Time: 2267.62 ms
[2022-04-10 07:33:09 main:574] : INFO : Epoch 1546 | loss: 0.0312152 | val_loss: 0.0312217 | Time: 2281.09 ms
[2022-04-10 07:33:11 main:574] : INFO : Epoch 1547 | loss: 0.0312126 | val_loss: 0.0312199 | Time: 2295.81 ms
[2022-04-10 07:33:14 main:574] : INFO : Epoch 1548 | loss: 0.0312141 | val_loss: 0.0312218 | Time: 2329.24 ms
[2022-04-10 07:33:16 main:574] : INFO : Epoch 1549 | loss: 0.0312164 | val_loss: 0.0312217 | Time: 2497.39 ms
[2022-04-10 07:33:19 main:574] : INFO : Epoch 1550 | loss: 0.0312153 | val_loss: 0.0312249 | Time: 2279.81 ms
[2022-04-10 07:33:21 main:574] : INFO : Epoch 1551 | loss: 0.0312158 | val_loss: 0.031219 | Time: 2328.8 ms
[2022-04-10 07:33:23 main:574] : INFO : Epoch 1552 | loss: 0.0312155 | val_loss: 0.031222 | Time: 2311.2 ms
[2022-04-10 07:33:26 main:574] : INFO : Epoch 1553 | loss: 0.0312147 | val_loss: 0.0312231 | Time: 2321.03 ms
[2022-04-10 07:33:28 main:574] : INFO : Epoch 1554 | loss: 0.031215 | val_loss: 0.0312198 | Time: 2296.55 ms
[2022-04-10 07:33:30 main:574] : INFO : Epoch 1555 | loss: 0.0312133 | val_loss: 0.0312207 | Time: 2312.49 ms
[2022-04-10 07:33:33 main:574] : INFO : Epoch 1556 | loss: 0.0312132 | val_loss: 0.0312206 | Time: 2593.05 ms
[2022-04-10 07:33:35 main:574] : INFO : Epoch 1557 | loss: 0.0312142 | val_loss: 0.0312219 | Time: 2446.49 ms
[2022-04-10 07:33:38 main:574] : INFO : Epoch 1558 | loss: 0.0312147 | val_loss: 0.03122 | Time: 2406.89 ms
[2022-04-10 07:33:40 main:574] : INFO : Epoch 1559 | loss: 0.0312137 | val_loss: 0.0312209 | Time: 2345.58 ms
[2022-04-10 07:33:42 main:574] : INFO : Epoch 1560 | loss: 0.0312137 | val_loss: 0.0312203 | Time: 2337.17 ms
[2022-04-10 07:33:45 main:574] : INFO : Epoch 1561 | loss: 0.0312148 | val_loss: 0.0312195 | Time: 2324.85 ms
[2022-04-10 07:33:47 main:574] : INFO : Epoch 1562 | loss: 0.0312147 | val_loss: 0.0312203 | Time: 2258.87 ms
[2022-04-10 07:33:49 main:574] : INFO : Epoch 1563 | loss: 0.0312159 | val_loss: 0.0312205 | Time: 2334.44 ms
[2022-04-10 07:33:52 main:574] : INFO : Epoch 1564 | loss: 0.0312147 | val_loss: 0.0312193 | Time: 2311.1 ms
[2022-04-10 07:33:54 main:574] : INFO : Epoch 1565 | loss: 0.0312144 | val_loss: 0.0312214 | Time: 2254.39 ms
[2022-04-10 07:33:56 main:574] : INFO : Epoch 1566 | loss: 0.0312161 | val_loss: 0.0312197 | Time: 2271.98 ms
[2022-04-10 07:33:59 main:574] : INFO : Epoch 1567 | loss: 0.031214 | val_loss: 0.0312232 | Time: 2355.57 ms
[2022-04-10 07:34:01 main:574] : INFO : Epoch 1568 | loss: 0.0312136 | val_loss: 0.0312198 | Time: 2262.23 ms
[2022-04-10 07:34:03 main:574] : INFO : Epoch 1569 | loss: 0.0312134 | val_loss: 0.0312194 | Time: 2350.28 ms
[2022-04-10 07:34:06 main:574] : INFO : Epoch 1570 | loss: 0.0312148 | val_loss: 0.0312204 | Time: 2281.53 ms
[2022-04-10 07:34:08 main:574] : INFO : Epoch 1571 | loss: 0.0312126 | val_loss: 0.0312239 | Time: 2449.72 ms
[2022-04-10 07:34:10 main:574] : INFO : Epoch 1572 | loss: 0.0312131 | val_loss: 0.0312218 | Time: 2326.21 ms
[2022-04-10 07:34:13 main:574] : INFO : Epoch 1573 | loss: 0.0312137 | val_loss: 0.0312204 | Time: 2347.92 ms
[2022-04-10 07:34:15 main:574] : INFO : Epoch 1574 | loss: 0.031214 | val_loss: 0.0312258 | Time: 2234.33 ms
[2022-04-10 07:34:17 main:574] : INFO : Epoch 1575 | loss: 0.0312165 | val_loss: 0.0312244 | Time: 2284.43 ms
[2022-04-10 07:34:20 main:574] : INFO : Epoch 1576 | loss: 0.0312164 | val_loss: 0.0312327 | Time: 2257.19 ms
[2022-04-10 07:34:22 main:574] : INFO : Epoch 1577 | loss: 0.0312309 | val_loss: 0.0312323 | Time: 2315.63 ms
[2022-04-10 07:34:24 main:574] : INFO : Epoch 1578 | loss: 0.0312268 | val_loss: 0.0312262 | Time: 2254.67 ms
[2022-04-10 07:34:27 main:574] : INFO : Epoch 1579 | loss: 0.0312269 | val_loss: 0.0312268 | Time: 2284.9 ms
[2022-04-10 07:34:29 main:574] : INFO : Epoch 1580 | loss: 0.0312246 | val_loss: 0.0312241 | Time: 2297.96 ms
[2022-04-10 07:34:31 main:574] : INFO : Epoch 1581 | loss: 0.0312235 | val_loss: 0.0312241 | Time: 2355.28 ms
[2022-04-10 07:34:34 main:574] : INFO : Epoch 1582 | loss: 0.0312227 | val_loss: 0.0312232 | Time: 2384.52 ms
[2022-04-10 07:34:36 main:574] : INFO : Epoch 1583 | loss: 0.0312225 | val_loss: 0.0312266 | Time: 2251.69 ms
[2022-04-10 07:34:38 main:574] : INFO : Epoch 1584 | loss: 0.0312235 | val_loss: 0.0312244 | Time: 2322.02 ms
[2022-04-10 07:34:40 main:574] : INFO : Epoch 1585 | loss: 0.0312212 | val_loss: 0.0312242 | Time: 2314.77 ms
[2022-04-10 07:34:43 main:574] : INFO : Epoch 1586 | loss: 0.0312222 | val_loss: 0.0312236 | Time: 2273.03 ms
[2022-04-10 07:34:45 main:574] : INFO : Epoch 1587 | loss: 0.0312231 | val_loss: 0.0312222 | Time: 2295.24 ms
[2022-04-10 07:34:47 main:574] : INFO : Epoch 1588 | loss: 0.0312203 | val_loss: 0.0312221 | Time: 2326.38 ms
[2022-04-10 07:34:50 main:574] : INFO : Epoch 1589 | loss: 0.0312199 | val_loss: 0.0312217 | Time: 2296.27 ms
[2022-04-10 07:34:52 main:574] : INFO : Epoch 1590 | loss: 0.0312206 | val_loss: 0.0312247 | Time: 2275.71 ms
[2022-04-10 07:34:54 main:574] : INFO : Epoch 1591 | loss: 0.0312203 | val_loss: 0.0312232 | Time: 2335.04 ms
[2022-04-10 07:34:57 main:574] : INFO : Epoch 1592 | loss: 0.0312218 | val_loss: 0.0312255 | Time: 2277.31 ms
[2022-04-10 07:34:59 main:574] : INFO : Epoch 1593 | loss: 0.0312218 | val_loss: 0.0312206 | Time: 2490.82 ms
[2022-04-10 07:35:02 main:574] : INFO : Epoch 1594 | loss: 0.0312205 | val_loss: 0.0312223 | Time: 2579.13 ms
[2022-04-10 07:35:04 main:574] : INFO : Epoch 1595 | loss: 0.0312187 | val_loss: 0.0312209 | Time: 2304.81 ms
[2022-04-10 07:35:06 main:574] : INFO : Epoch 1596 | loss: 0.0312186 | val_loss: 0.0312226 | Time: 2319.39 ms
[2022-04-10 07:35:09 main:574] : INFO : Epoch 1597 | loss: 0.0312199 | val_loss: 0.0312228 | Time: 2367.28 ms
[2022-04-10 07:35:11 main:574] : INFO : Epoch 1598 | loss: 0.0312195 | val_loss: 0.0312205 | Time: 2354.42 ms
[2022-04-10 07:35:13 main:574] : INFO : Epoch 1599 | loss: 0.0312192 | val_loss: 0.0312208 | Time: 2331.92 ms
[2022-04-10 07:35:16 main:574] : INFO : Epoch 1600 | loss: 0.0312207 | val_loss: 0.0312231 | Time: 2344.79 ms
[2022-04-10 07:35:18 main:574] : INFO : Epoch 1601 | loss: 0.0312221 | val_loss: 0.0312241 | Time: 2275.33 ms
[2022-04-10 07:35:20 main:574] : INFO : Epoch 1602 | loss: 0.0312235 | val_loss: 0.0312226 | Time: 2322.38 ms
[2022-04-10 07:35:23 main:574] : INFO : Epoch 1603 | loss: 0.0312195 | val_loss: 0.0312239 | Time: 2337.91 ms
[2022-04-10 07:35:25 main:574] : INFO : Epoch 1604 | loss: 0.0312188 | val_loss: 0.0312214 | Time: 2248.11 ms
[2022-04-10 07:35:27 main:574] : INFO : Epoch 1605 | loss: 0.0312174 | val_loss: 0.0312223 | Time: 2300.2 ms
[2022-04-10 07:35:30 main:574] : INFO : Epoch 1606 | loss: 0.0312187 | val_loss: 0.0312217 | Time: 2297.35 ms
[2022-04-10 07:35:32 main:574] : INFO : Epoch 1607 | loss: 0.031218 | val_loss: 0.0312247 | Time: 2368.22 ms
[2022-04-10 07:35:34 main:574] : INFO : Epoch 1608 | loss: 0.0312175 | val_loss: 0.0312213 | Time: 2223.44 ms
[2022-04-10 07:35:37 main:574] : INFO : Epoch 1609 | loss: 0.0312164 | val_loss: 0.0312205 | Time: 2406.37 ms
[2022-04-10 07:35:39 main:574] : INFO : Epoch 1610 | loss: 0.0312172 | val_loss: 0.0312196 | Time: 2276.65 ms
[2022-04-10 07:35:41 main:574] : INFO : Epoch 1611 | loss: 0.0312159 | val_loss: 0.0312201 | Time: 2378.47 ms
[2022-04-10 07:35:44 main:574] : INFO : Epoch 1612 | loss: 0.0312174 | val_loss: 0.0312278 | Time: 2278.68 ms
[2022-04-10 07:35:46 main:574] : INFO : Epoch 1613 | loss: 0.0312211 | val_loss: 0.0312235 | Time: 2376.19 ms
[2022-04-10 07:35:49 main:574] : INFO : Epoch 1614 | loss: 0.0312217 | val_loss: 0.0312225 | Time: 2460.34 ms
[2022-04-10 07:35:51 main:574] : INFO : Epoch 1615 | loss: 0.0312186 | val_loss: 0.0312239 | Time: 2288.32 ms
[2022-04-10 07:35:53 main:574] : INFO : Epoch 1616 | loss: 0.031216 | val_loss: 0.0312194 | Time: 2260.32 ms
[2022-04-10 07:35:56 main:574] : INFO : Epoch 1617 | loss: 0.0312162 | val_loss: 0.0312208 | Time: 2316.56 ms
[2022-04-10 07:35:58 main:574] : INFO : Epoch 1618 | loss: 0.0312173 | val_loss: 0.0312203 | Time: 2377.81 ms
[2022-04-10 07:36:00 main:574] : INFO : Epoch 1619 | loss: 0.0312156 | val_loss: 0.031219 | Time: 2313.87 ms
[2022-04-10 07:36:03 main:574] : INFO : Epoch 1620 | loss: 0.0312147 | val_loss: 0.0312199 | Time: 2422.61 ms
[2022-04-10 07:36:05 main:574] : INFO : Epoch 1621 | loss: 0.0312158 | val_loss: 0.0312189 | Time: 2317.75 ms
[2022-04-10 07:36:07 main:574] : INFO : Epoch 1622 | loss: 0.0312165 | val_loss: 0.031219 | Time: 2267.14 ms
[2022-04-10 07:36:10 main:574] : INFO : Epoch 1623 | loss: 0.0312177 | val_loss: 0.0312203 | Time: 2311.57 ms
[2022-04-10 07:36:12 main:574] : INFO : Epoch 1624 | loss: 0.031218 | val_loss: 0.0312186 | Time: 2278.5 ms
[2022-04-10 07:36:14 main:574] : INFO : Epoch 1625 | loss: 0.0312169 | val_loss: 0.0312198 | Time: 2365.24 ms
[2022-04-10 07:36:17 main:574] : INFO : Epoch 1626 | loss: 0.0312209 | val_loss: 0.0312207 | Time: 2266 ms
[2022-04-10 07:36:19 main:574] : INFO : Epoch 1627 | loss: 0.0312204 | val_loss: 0.0312214 | Time: 2366.49 ms
[2022-04-10 07:36:21 main:574] : INFO : Epoch 1628 | loss: 0.0312207 | val_loss: 0.0312223 | Time: 2259.85 ms
[2022-04-10 07:36:24 main:574] : INFO : Epoch 1629 | loss: 0.0312172 | val_loss: 0.031219 | Time: 2345.49 ms
[2022-04-10 07:36:26 main:574] : INFO : Epoch 1630 | loss: 0.0312164 | val_loss: 0.0312197 | Time: 2267.02 ms
[2022-04-10 07:36:28 main:574] : INFO : Epoch 1631 | loss: 0.0312156 | val_loss: 0.0312188 | Time: 2350.87 ms
[2022-04-10 07:36:30 main:574] : INFO : Epoch 1632 | loss: 0.0312158 | val_loss: 0.0312186 | Time: 2220.53 ms
[2022-04-10 07:36:33 main:574] : INFO : Epoch 1633 | loss: 0.0312157 | val_loss: 0.0312182 | Time: 2429.86 ms
[2022-04-10 07:36:35 main:574] : INFO : Epoch 1634 | loss: 0.0312149 | val_loss: 0.0312195 | Time: 2253.4 ms
[2022-04-10 07:36:38 main:574] : INFO : Epoch 1635 | loss: 0.0312168 | val_loss: 0.0312206 | Time: 2341.53 ms
[2022-04-10 07:36:40 main:574] : INFO : Epoch 1636 | loss: 0.0312172 | val_loss: 0.0312197 | Time: 2311.04 ms
[2022-04-10 07:36:42 main:574] : INFO : Epoch 1637 | loss: 0.031219 | val_loss: 0.0312195 | Time: 2335.54 ms
[2022-04-10 07:36:45 main:574] : INFO : Epoch 1638 | loss: 0.0312179 | val_loss: 0.0312179 | Time: 2420.03 ms
[2022-04-10 07:36:47 main:574] : INFO : Epoch 1639 | loss: 0.0312183 | val_loss: 0.0312195 | Time: 2309.5 ms
[2022-04-10 07:36:49 main:574] : INFO : Epoch 1640 | loss: 0.0312172 | val_loss: 0.0312182 | Time: 2276.79 ms
[2022-04-10 07:36:52 main:574] : INFO : Epoch 1641 | loss: 0.0312195 | val_loss: 0.0312185 | Time: 2407.46 ms
[2022-04-10 07:36:54 main:574] : INFO : Epoch 1642 | loss: 0.0312191 | val_loss: 0.0312219 | Time: 2281.97 ms
[2022-04-10 07:36:56 main:574] : INFO : Epoch 1643 | loss: 0.0312192 | val_loss: 0.0312187 | Time: 2307.35 ms
[2022-04-10 07:36:59 main:574] : INFO : Epoch 1644 | loss: 0.0312174 | val_loss: 0.0312243 | Time: 2298.05 ms
[2022-04-10 07:37:01 main:574] : INFO : Epoch 1645 | loss: 0.0312187 | val_loss: 0.0312195 | Time: 2338.15 ms
[2022-04-10 07:37:03 main:574] : INFO : Epoch 1646 | loss: 0.0312165 | val_loss: 0.0312194 | Time: 2254.59 ms
[2022-04-10 07:37:06 main:574] : INFO : Epoch 1647 | loss: 0.0312179 | val_loss: 0.0312202 | Time: 2324.64 ms
[2022-04-10 07:37:08 main:574] : INFO : Epoch 1648 | loss: 0.03122 | val_loss: 0.0312195 | Time: 2283.01 ms
[2022-04-10 07:37:10 main:574] : INFO : Epoch 1649 | loss: 0.0312202 | val_loss: 0.0312199 | Time: 2407 ms
[2022-04-10 07:37:13 main:574] : INFO : Epoch 1650 | loss: 0.0312202 | val_loss: 0.0312187 | Time: 2307.87 ms
[2022-04-10 07:37:15 main:574] : INFO : Epoch 1651 | loss: 0.0312202 | val_loss: 0.0312191 | Time: 2250.72 ms
[2022-04-10 07:37:17 main:574] : INFO : Epoch 1652 | loss: 0.0312187 | val_loss: 0.0312208 | Time: 2331.13 ms
[2022-04-10 07:37:20 main:574] : INFO : Epoch 1653 | loss: 0.0312184 | val_loss: 0.0312196 | Time: 2262.75 ms
[2022-04-10 07:37:22 main:574] : INFO : Epoch 1654 | loss: 0.0312203 | val_loss: 0.0312216 | Time: 2574.34 ms
[2022-04-10 07:37:25 main:574] : INFO : Epoch 1655 | loss: 0.0312285 | val_loss: 0.0312292 | Time: 2722.3 ms
[2022-04-10 07:37:28 main:574] : INFO : Epoch 1656 | loss: 0.0312294 | val_loss: 0.031229 | Time: 2676.1 ms
[2022-04-10 07:37:30 main:574] : INFO : Epoch 1657 | loss: 0.0312289 | val_loss: 0.031227 | Time: 2478.54 ms
[2022-04-10 07:37:32 main:574] : INFO : Epoch 1658 | loss: 0.0312266 | val_loss: 0.0312305 | Time: 2348.19 ms
[2022-04-10 07:37:35 main:574] : INFO : Epoch 1659 | loss: 0.0312281 | val_loss: 0.0312297 | Time: 2275.2 ms
[2022-04-10 07:37:37 main:574] : INFO : Epoch 1660 | loss: 0.0312284 | val_loss: 0.03123 | Time: 2310 ms
[2022-04-10 07:37:39 main:574] : INFO : Epoch 1661 | loss: 0.0312271 | val_loss: 0.0312266 | Time: 2299.73 ms
[2022-04-10 07:37:42 main:574] : INFO : Epoch 1662 | loss: 0.0312276 | val_loss: 0.0312299 | Time: 2334.39 ms
[2022-04-10 07:37:44 main:574] : INFO : Epoch 1663 | loss: 0.0312328 | val_loss: 0.0312367 | Time: 2285.55 ms
[2022-04-10 07:37:46 main:574] : INFO : Epoch 1664 | loss: 0.0312337 | val_loss: 0.031234 | Time: 2294.79 ms
[2022-04-10 07:37:49 main:574] : INFO : Epoch 1665 | loss: 0.0312305 | val_loss: 0.0312323 | Time: 2267.34 ms
[2022-04-10 07:37:51 main:574] : INFO : Epoch 1666 | loss: 0.0312324 | val_loss: 0.031232 | Time: 2324.47 ms
[2022-04-10 07:37:53 main:574] : INFO : Epoch 1667 | loss: 0.0312315 | val_loss: 0.0312314 | Time: 2404.32 ms
[2022-04-10 07:37:56 main:574] : INFO : Epoch 1668 | loss: 0.0312307 | val_loss: 0.0312285 | Time: 2258.9 ms
[2022-04-10 07:37:58 main:574] : INFO : Epoch 1669 | loss: 0.0312291 | val_loss: 0.0312281 | Time: 2406.62 ms
[2022-04-10 07:38:00 main:574] : INFO : Epoch 1670 | loss: 0.0312305 | val_loss: 0.0312341 | Time: 2252.81 ms
[2022-04-10 07:38:03 main:574] : INFO : Epoch 1671 | loss: 0.0312372 | val_loss: 0.0312372 | Time: 2335.43 ms
[2022-04-10 07:38:05 main:574] : INFO : Epoch 1672 | loss: 0.0312402 | val_loss: 0.0312421 | Time: 2337.36 ms
[2022-04-10 07:38:07 main:574] : INFO : Epoch 1673 | loss: 0.0312436 | val_loss: 0.031243 | Time: 2278.9 ms
[2022-04-10 07:38:10 main:574] : INFO : Epoch 1674 | loss: 0.0312444 | val_loss: 0.0312412 | Time: 2276.11 ms
[2022-04-10 07:38:12 main:574] : INFO : Epoch 1675 | loss: 0.0312418 | val_loss: 0.0312424 | Time: 2327.21 ms
[2022-04-10 07:38:14 main:574] : INFO : Epoch 1676 | loss: 0.0312455 | val_loss: 0.0312428 | Time: 2336.6 ms
[2022-04-10 07:38:17 main:574] : INFO : Epoch 1677 | loss: 0.0312413 | val_loss: 0.0312384 | Time: 2248.48 ms
[2022-04-10 07:38:19 main:574] : INFO : Epoch 1678 | loss: 0.0312372 | val_loss: 0.0312351 | Time: 2350.81 ms
[2022-04-10 07:38:21 main:574] : INFO : Epoch 1679 | loss: 0.0312361 | val_loss: 0.0312345 | Time: 2455.93 ms
[2022-04-10 07:38:24 main:574] : INFO : Epoch 1680 | loss: 0.0312363 | val_loss: 0.0312344 | Time: 2270.95 ms
[2022-04-10 07:38:26 main:574] : INFO : Epoch 1681 | loss: 0.0312358 | val_loss: 0.0312341 | Time: 2305.15 ms
[2022-04-10 07:38:28 main:574] : INFO : Epoch 1682 | loss: 0.0312356 | val_loss: 0.0312339 | Time: 2289.24 ms
[2022-04-10 07:38:31 main:574] : INFO : Epoch 1683 | loss: 0.0312356 | val_loss: 0.0312342 | Time: 2340.55 ms
[2022-04-10 07:38:33 main:574] : INFO : Epoch 1684 | loss: 0.0312359 | val_loss: 0.0312338 | Time: 2305.56 ms
[2022-04-10 07:38:35 main:574] : INFO : Epoch 1685 | loss: 0.0312356 | val_loss: 0.0312338 | Time: 2266.62 ms
[2022-04-10 07:38:38 main:574] : INFO : Epoch 1686 | loss: 0.0312353 | val_loss: 0.0312335 | Time: 2308 ms
[2022-04-10 07:38:40 main:574] : INFO : Epoch 1687 | loss: 0.031235 | val_loss: 0.0312335 | Time: 2284.99 ms
[2022-04-10 07:38:42 main:574] : INFO : Epoch 1688 | loss: 0.0312354 | val_loss: 0.0312335 | Time: 2266.33 ms
[2022-04-10 07:38:45 main:574] : INFO : Epoch 1689 | loss: 0.0312358 | val_loss: 0.0312348 | Time: 2430.83 ms
[2022-04-10 07:38:47 main:574] : INFO : Epoch 1690 | loss: 0.0312352 | val_loss: 0.031233 | Time: 2281.53 ms
[2022-04-10 07:38:49 main:574] : INFO : Epoch 1691 | loss: 0.0312356 | val_loss: 0.0312351 | Time: 2301.96 ms
[2022-04-10 07:38:51 main:574] : INFO : Epoch 1692 | loss: 0.0312351 | val_loss: 0.0312332 | Time: 2274.04 ms
[2022-04-10 07:38:54 main:574] : INFO : Epoch 1693 | loss: 0.0312365 | val_loss: 0.0312387 | Time: 2331.8 ms
[2022-04-10 07:38:56 main:574] : INFO : Epoch 1694 | loss: 0.0312364 | val_loss: 0.0312329 | Time: 2293.33 ms
[2022-04-10 07:38:58 main:574] : INFO : Epoch 1695 | loss: 0.0312346 | val_loss: 0.0312336 | Time: 2227.2 ms
[2022-04-10 07:39:01 main:574] : INFO : Epoch 1696 | loss: 0.0312346 | val_loss: 0.0312332 | Time: 2314.5 ms
[2022-04-10 07:39:03 main:574] : INFO : Epoch 1697 | loss: 0.0312346 | val_loss: 0.0312333 | Time: 2371.86 ms
[2022-04-10 07:39:05 main:574] : INFO : Epoch 1698 | loss: 0.0312351 | val_loss: 0.0312327 | Time: 2318.46 ms
[2022-04-10 07:39:08 main:574] : INFO : Epoch 1699 | loss: 0.0312347 | val_loss: 0.0312329 | Time: 2322.67 ms
[2022-04-10 07:39:10 main:574] : INFO : Epoch 1700 | loss: 0.0312348 | val_loss: 0.0312324 | Time: 2295.32 ms
[2022-04-10 07:39:12 main:574] : INFO : Epoch 1701 | loss: 0.0312337 | val_loss: 0.0312341 | Time: 2320.98 ms
[2022-04-10 07:39:15 main:574] : INFO : Epoch 1702 | loss: 0.0312348 | val_loss: 0.0312322 | Time: 2308.5 ms
[2022-04-10 07:39:17 main:574] : INFO : Epoch 1703 | loss: 0.0312342 | val_loss: 0.0312321 | Time: 2269.05 ms
[2022-04-10 07:39:19 main:574] : INFO : Epoch 1704 | loss: 0.0312352 | val_loss: 0.0312322 | Time: 2336.23 ms
[2022-04-10 07:39:22 main:574] : INFO : Epoch 1705 | loss: 0.0312342 | val_loss: 0.0312327 | Time: 2247.26 ms
[2022-04-10 07:39:24 main:574] : INFO : Epoch 1706 | loss: 0.0312342 | val_loss: 0.0312321 | Time: 2365.09 ms
[2022-04-10 07:39:26 main:574] : INFO : Epoch 1707 | loss: 0.0312352 | val_loss: 0.0312324 | Time: 2311.13 ms
[2022-04-10 07:39:29 main:574] : INFO : Epoch 1708 | loss: 0.0312334 | val_loss: 0.031232 | Time: 2400.03 ms
[2022-04-10 07:39:31 main:574] : INFO : Epoch 1709 | loss: 0.0312333 | val_loss: 0.0312317 | Time: 2521.79 ms
[2022-04-10 07:39:34 main:574] : INFO : Epoch 1710 | loss: 0.0312331 | val_loss: 0.0312319 | Time: 2476.75 ms
[2022-04-10 07:39:36 main:574] : INFO : Epoch 1711 | loss: 0.0312333 | val_loss: 0.0312339 | Time: 2583.26 ms
[2022-04-10 07:39:39 main:574] : INFO : Epoch 1712 | loss: 0.0312336 | val_loss: 0.0312318 | Time: 2242.21 ms
[2022-04-10 07:39:41 main:574] : INFO : Epoch 1713 | loss: 0.0312335 | val_loss: 0.0312329 | Time: 2326.32 ms
[2022-04-10 07:39:43 main:574] : INFO : Epoch 1714 | loss: 0.0312338 | val_loss: 0.0312336 | Time: 2251.11 ms
[2022-04-10 07:39:46 main:574] : INFO : Epoch 1715 | loss: 0.031233 | val_loss: 0.0312312 | Time: 2484.87 ms
[2022-04-10 07:39:48 main:574] : INFO : Epoch 1716 | loss: 0.0312324 | val_loss: 0.031232 | Time: 2630.55 ms
[2022-04-10 07:39:51 main:574] : INFO : Epoch 1717 | loss: 0.0312326 | val_loss: 0.03123 | Time: 2358.23 ms
[2022-04-10 07:39:53 main:574] : INFO : Epoch 1718 | loss: 0.0312314 | val_loss: 0.0312307 | Time: 2539.66 ms
[2022-04-10 07:39:56 main:574] : INFO : Epoch 1719 | loss: 0.0312323 | val_loss: 0.0312324 | Time: 2350.7 ms
[2022-04-10 07:39:58 main:574] : INFO : Epoch 1720 | loss: 0.0312328 | val_loss: 0.0312299 | Time: 2290.37 ms
[2022-04-10 07:40:00 main:574] : INFO : Epoch 1721 | loss: 0.0312314 | val_loss: 0.0312296 | Time: 2335.22 ms
[2022-04-10 07:40:03 main:574] : INFO : Epoch 1722 | loss: 0.0312313 | val_loss: 0.0312325 | Time: 2337.9 ms
[2022-04-10 07:40:05 main:574] : INFO : Epoch 1723 | loss: 0.0312335 | val_loss: 0.0312357 | Time: 2250.72 ms
[2022-04-10 07:40:07 main:574] : INFO : Epoch 1724 | loss: 0.0312317 | val_loss: 0.0312314 | Time: 2292.22 ms
[2022-04-10 07:40:10 main:574] : INFO : Epoch 1725 | loss: 0.0312318 | val_loss: 0.0312281 | Time: 2312.07 ms
[2022-04-10 07:40:12 main:574] : INFO : Epoch 1726 | loss: 0.0312314 | val_loss: 0.0312291 | Time: 2389.32 ms
[2022-04-10 07:40:14 main:574] : INFO : Epoch 1727 | loss: 0.0312308 | val_loss: 0.0312282 | Time: 2420.62 ms
[2022-04-10 07:40:17 main:574] : INFO : Epoch 1728 | loss: 0.0312306 | val_loss: 0.0312303 | Time: 2576 ms
[2022-04-10 07:40:19 main:574] : INFO : Epoch 1729 | loss: 0.0312305 | val_loss: 0.0312279 | Time: 2405.09 ms
[2022-04-10 07:40:22 main:574] : INFO : Epoch 1730 | loss: 0.0312302 | val_loss: 0.0312294 | Time: 2457.69 ms
[2022-04-10 07:40:24 main:574] : INFO : Epoch 1731 | loss: 0.0312309 | val_loss: 0.0312291 | Time: 2294.22 ms
[2022-04-10 07:40:26 main:574] : INFO : Epoch 1732 | loss: 0.0312314 | val_loss: 0.0312312 | Time: 2277.52 ms
[2022-04-10 07:40:29 main:574] : INFO : Epoch 1733 | loss: 0.0312322 | val_loss: 0.0312345 | Time: 2387.62 ms
[2022-04-10 07:40:31 main:574] : INFO : Epoch 1734 | loss: 0.0312309 | val_loss: 0.0312284 | Time: 2345 ms
[2022-04-10 07:40:34 main:574] : INFO : Epoch 1735 | loss: 0.0312304 | val_loss: 0.0312278 | Time: 2327.28 ms
[2022-04-10 07:40:36 main:574] : INFO : Epoch 1736 | loss: 0.0312297 | val_loss: 0.0312278 | Time: 2306.61 ms
[2022-04-10 07:40:38 main:574] : INFO : Epoch 1737 | loss: 0.0312307 | val_loss: 0.0312278 | Time: 2435.25 ms
[2022-04-10 07:40:41 main:574] : INFO : Epoch 1738 | loss: 0.0312304 | val_loss: 0.0312283 | Time: 2422.28 ms
[2022-04-10 07:40:43 main:574] : INFO : Epoch 1739 | loss: 0.031231 | val_loss: 0.0312306 | Time: 2388.23 ms
[2022-04-10 07:40:46 main:574] : INFO : Epoch 1740 | loss: 0.03123 | val_loss: 0.0312278 | Time: 2489 ms
[2022-04-10 07:40:48 main:574] : INFO : Epoch 1741 | loss: 0.0312295 | val_loss: 0.031229 | Time: 2333.79 ms
[2022-04-10 07:40:50 main:574] : INFO : Epoch 1742 | loss: 0.0312314 | val_loss: 0.0312277 | Time: 2374.97 ms
[2022-04-10 07:40:53 main:574] : INFO : Epoch 1743 | loss: 0.0312301 | val_loss: 0.0312288 | Time: 2360.59 ms
[2022-04-10 07:40:55 main:574] : INFO : Epoch 1744 | loss: 0.0312311 | val_loss: 0.0312273 | Time: 2382.34 ms
[2022-04-10 07:40:57 main:574] : INFO : Epoch 1745 | loss: 0.0312325 | val_loss: 0.0312386 | Time: 2347.43 ms
[2022-04-10 07:41:00 main:574] : INFO : Epoch 1746 | loss: 0.0312436 | val_loss: 0.0312434 | Time: 2374.36 ms
[2022-04-10 07:41:02 main:574] : INFO : Epoch 1747 | loss: 0.0312425 | val_loss: 0.031243 | Time: 2457.24 ms
[2022-04-10 07:41:05 main:574] : INFO : Epoch 1748 | loss: 0.0312426 | val_loss: 0.0312424 | Time: 2493.59 ms
[2022-04-10 07:41:07 main:574] : INFO : Epoch 1749 | loss: 0.0312419 | val_loss: 0.0312433 | Time: 2314.82 ms
[2022-04-10 07:41:10 main:574] : INFO : Epoch 1750 | loss: 0.0312417 | val_loss: 0.0312422 | Time: 2377.06 ms
[2022-04-10 07:41:12 main:574] : INFO : Epoch 1751 | loss: 0.0312417 | val_loss: 0.0312412 | Time: 2315.9 ms
[2022-04-10 07:41:14 main:574] : INFO : Epoch 1752 | loss: 0.0312403 | val_loss: 0.0312415 | Time: 2435.65 ms
[2022-04-10 07:41:17 main:574] : INFO : Epoch 1753 | loss: 0.0312405 | val_loss: 0.0312447 | Time: 2362.06 ms
[2022-04-10 07:41:19 main:574] : INFO : Epoch 1754 | loss: 0.0312424 | val_loss: 0.0312438 | Time: 2457.02 ms
[2022-04-10 07:41:22 main:574] : INFO : Epoch 1755 | loss: 0.0312427 | val_loss: 0.0312412 | Time: 2343.62 ms
[2022-04-10 07:41:24 main:574] : INFO : Epoch 1756 | loss: 0.0312405 | val_loss: 0.0312403 | Time: 2366.88 ms
[2022-04-10 07:41:26 main:574] : INFO : Epoch 1757 | loss: 0.0312393 | val_loss: 0.0312402 | Time: 2490.16 ms
[2022-04-10 07:41:29 main:574] : INFO : Epoch 1758 | loss: 0.0312393 | val_loss: 0.0312398 | Time: 2334.3 ms
[2022-04-10 07:41:31 main:574] : INFO : Epoch 1759 | loss: 0.0312387 | val_loss: 0.0312396 | Time: 2372.92 ms
[2022-04-10 07:41:33 main:574] : INFO : Epoch 1760 | loss: 0.0312386 | val_loss: 0.0312404 | Time: 2290.21 ms
[2022-04-10 07:41:36 main:574] : INFO : Epoch 1761 | loss: 0.0312384 | val_loss: 0.0312385 | Time: 2509.94 ms
[2022-04-10 07:41:38 main:574] : INFO : Epoch 1762 | loss: 0.0312374 | val_loss: 0.0312377 | Time: 2348.15 ms
[2022-04-10 07:41:41 main:574] : INFO : Epoch 1763 | loss: 0.0312372 | val_loss: 0.0312375 | Time: 2413.79 ms
[2022-04-10 07:41:43 main:574] : INFO : Epoch 1764 | loss: 0.0312375 | val_loss: 0.03124 | Time: 2315.72 ms
[2022-04-10 07:41:46 main:574] : INFO : Epoch 1765 | loss: 0.031239 | val_loss: 0.0312408 | Time: 2514.88 ms
[2022-04-10 07:41:48 main:574] : INFO : Epoch 1766 | loss: 0.0312378 | val_loss: 0.0312366 | Time: 2263.93 ms
[2022-04-10 07:41:50 main:574] : INFO : Epoch 1767 | loss: 0.0312371 | val_loss: 0.0312378 | Time: 2356.24 ms
[2022-04-10 07:41:53 main:574] : INFO : Epoch 1768 | loss: 0.031237 | val_loss: 0.0312387 | Time: 2318.08 ms
[2022-04-10 07:41:55 main:574] : INFO : Epoch 1769 | loss: 0.0312369 | val_loss: 0.0312368 | Time: 2475.38 ms
[2022-04-10 07:41:57 main:574] : INFO : Epoch 1770 | loss: 0.0312365 | val_loss: 0.031237 | Time: 2362.36 ms
[2022-04-10 07:42:00 main:574] : INFO : Epoch 1771 | loss: 0.0312373 | val_loss: 0.0312365 | Time: 2275.34 ms
[2022-04-10 07:42:02 main:574] : INFO : Epoch 1772 | loss: 0.0312369 | val_loss: 0.0312377 | Time: 2466.34 ms
[2022-04-10 07:42:05 main:574] : INFO : Epoch 1773 | loss: 0.0312367 | val_loss: 0.031238 | Time: 2347.73 ms
[2022-04-10 07:42:07 main:574] : INFO : Epoch 1774 | loss: 0.0312367 | val_loss: 0.0312373 | Time: 2314.59 ms
[2022-04-10 07:42:09 main:574] : INFO : Epoch 1775 | loss: 0.031237 | val_loss: 0.031237 | Time: 2481.28 ms
[2022-04-10 07:42:12 main:574] : INFO : Epoch 1776 | loss: 0.0312365 | val_loss: 0.0312364 | Time: 2310.87 ms
[2022-04-10 07:42:14 main:574] : INFO : Epoch 1777 | loss: 0.0312364 | val_loss: 0.0312362 | Time: 2315.7 ms
[2022-04-10 07:42:17 main:574] : INFO : Epoch 1778 | loss: 0.0312375 | val_loss: 0.0312403 | Time: 2507.67 ms
[2022-04-10 07:42:19 main:574] : INFO : Epoch 1779 | loss: 0.0312381 | val_loss: 0.0312385 | Time: 2296.82 ms
[2022-04-10 07:42:21 main:574] : INFO : Epoch 1780 | loss: 0.031237 | val_loss: 0.0312382 | Time: 2281.29 ms
[2022-04-10 07:42:24 main:574] : INFO : Epoch 1781 | loss: 0.0312395 | val_loss: 0.0312396 | Time: 2496.96 ms
[2022-04-10 07:42:26 main:574] : INFO : Epoch 1782 | loss: 0.0312397 | val_loss: 0.0312389 | Time: 2436.95 ms
[2022-04-10 07:42:29 main:574] : INFO : Epoch 1783 | loss: 0.0312374 | val_loss: 0.0312368 | Time: 2311.55 ms
[2022-04-10 07:42:31 main:574] : INFO : Epoch 1784 | loss: 0.0312365 | val_loss: 0.0312366 | Time: 2360.36 ms
[2022-04-10 07:42:33 main:574] : INFO : Epoch 1785 | loss: 0.031237 | val_loss: 0.0312368 | Time: 2577.18 ms
[2022-04-10 07:42:36 main:574] : INFO : Epoch 1786 | loss: 0.0312362 | val_loss: 0.031238 | Time: 2336.48 ms
[2022-04-10 07:42:38 main:574] : INFO : Epoch 1787 | loss: 0.0312372 | val_loss: 0.031237 | Time: 2359.37 ms
[2022-04-10 07:42:41 main:574] : INFO : Epoch 1788 | loss: 0.0312361 | val_loss: 0.0312363 | Time: 2322.06 ms
[2022-04-10 07:42:43 main:574] : INFO : Epoch 1789 | loss: 0.0312371 | val_loss: 0.0312361 | Time: 2547.48 ms
[2022-04-10 07:42:46 main:574] : INFO : Epoch 1790 | loss: 0.0312365 | val_loss: 0.0312361 | Time: 2379.39 ms
[2022-04-10 07:42:48 main:574] : INFO : Epoch 1791 | loss: 0.0312366 | val_loss: 0.0312383 | Time: 2335.8 ms
[2022-04-10 07:42:50 main:574] : INFO : Epoch 1792 | loss: 0.031238 | val_loss: 0.0312361 | Time: 2336.75 ms
[2022-04-10 07:42:53 main:574] : INFO : Epoch 1793 | loss: 0.0312392 | val_loss: 0.0312368 | Time: 2442.82 ms
[2022-04-10 07:42:55 main:574] : INFO : Epoch 1794 | loss: 0.0312381 | val_loss: 0.0312365 | Time: 2331.29 ms
[2022-04-10 07:42:57 main:574] : INFO : Epoch 1795 | loss: 0.0312377 | val_loss: 0.0312367 | Time: 2345.99 ms
[2022-04-10 07:43:00 main:574] : INFO : Epoch 1796 | loss: 0.0312365 | val_loss: 0.0312377 | Time: 2583.32 ms
[2022-04-10 07:43:02 main:574] : INFO : Epoch 1797 | loss: 0.0312363 | val_loss: 0.0312371 | Time: 2325.77 ms
[2022-04-10 07:43:05 main:574] : INFO : Epoch 1798 | loss: 0.0312362 | val_loss: 0.0312364 | Time: 2404.77 ms
[2022-04-10 07:43:07 main:574] : INFO : Epoch 1799 | loss: 0.0312362 | val_loss: 0.0312367 | Time: 2711.82 ms
[2022-04-10 07:43:10 main:574] : INFO : Epoch 1800 | loss: 0.0312363 | val_loss: 0.0312379 | Time: 2706.23 ms
[2022-04-10 07:43:13 main:574] : INFO : Epoch 1801 | loss: 0.0312372 | val_loss: 0.0312389 | Time: 2729.84 ms
[2022-04-10 07:43:16 main:574] : INFO : Epoch 1802 | loss: 0.0312362 | val_loss: 0.031236 | Time: 2588.55 ms
[2022-04-10 07:43:18 main:574] : INFO : Epoch 1803 | loss: 0.0312359 | val_loss: 0.031236 | Time: 2587.93 ms
[2022-04-10 07:43:21 main:574] : INFO : Epoch 1804 | loss: 0.0312359 | val_loss: 0.0312371 | Time: 2521.81 ms
[2022-04-10 07:43:23 main:574] : INFO : Epoch 1805 | loss: 0.0312363 | val_loss: 0.0312361 | Time: 2512.8 ms
[2022-04-10 07:43:26 main:574] : INFO : Epoch 1806 | loss: 0.0312357 | val_loss: 0.0312372 | Time: 2573.81 ms
[2022-04-10 07:43:28 main:574] : INFO : Epoch 1807 | loss: 0.0312362 | val_loss: 0.0312361 | Time: 2589.2 ms
[2022-04-10 07:43:31 main:574] : INFO : Epoch 1808 | loss: 0.0312364 | val_loss: 0.0312364 | Time: 2394.78 ms
[2022-04-10 07:43:33 main:574] : INFO : Epoch 1809 | loss: 0.0312371 | val_loss: 0.031236 | Time: 2395.71 ms
[2022-04-10 07:43:36 main:574] : INFO : Epoch 1810 | loss: 0.0312367 | val_loss: 0.0312365 | Time: 2310.16 ms
[2022-04-10 07:43:38 main:574] : INFO : Epoch 1811 | loss: 0.0312359 | val_loss: 0.031236 | Time: 2310.8 ms
[2022-04-10 07:43:40 main:574] : INFO : Epoch 1812 | loss: 0.0312355 | val_loss: 0.0312375 | Time: 2315.27 ms
[2022-04-10 07:43:43 main:574] : INFO : Epoch 1813 | loss: 0.0312363 | val_loss: 0.0312371 | Time: 2460.34 ms
[2022-04-10 07:43:45 main:574] : INFO : Epoch 1814 | loss: 0.0312369 | val_loss: 0.0312411 | Time: 2610.27 ms
[2022-04-10 07:43:48 main:574] : INFO : Epoch 1815 | loss: 0.0312377 | val_loss: 0.031241 | Time: 2555.18 ms
[2022-04-10 07:43:50 main:574] : INFO : Epoch 1816 | loss: 0.0312376 | val_loss: 0.0312359 | Time: 2571.72 ms
[2022-04-10 07:43:53 main:574] : INFO : Epoch 1817 | loss: 0.031236 | val_loss: 0.0312361 | Time: 2400.51 ms
[2022-04-10 07:43:55 main:574] : INFO : Epoch 1818 | loss: 0.0312359 | val_loss: 0.031236 | Time: 2329.18 ms
[2022-04-10 07:43:57 main:574] : INFO : Epoch 1819 | loss: 0.0312361 | val_loss: 0.0312393 | Time: 2302.89 ms
[2022-04-10 07:44:00 main:574] : INFO : Epoch 1820 | loss: 0.0312377 | val_loss: 0.0312362 | Time: 2277.82 ms
[2022-04-10 07:44:02 main:574] : INFO : Epoch 1821 | loss: 0.0312358 | val_loss: 0.0312357 | Time: 2277.96 ms
[2022-04-10 07:44:04 main:574] : INFO : Epoch 1822 | loss: 0.0312355 | val_loss: 0.0312358 | Time: 2326.07 ms
[2022-04-10 07:44:07 main:574] : INFO : Epoch 1823 | loss: 0.0312363 | val_loss: 0.0312367 | Time: 2283.12 ms
[2022-04-10 07:44:09 main:574] : INFO : Epoch 1824 | loss: 0.0312374 | val_loss: 0.031236 | Time: 2364.24 ms
[2022-04-10 07:44:11 main:574] : INFO : Epoch 1825 | loss: 0.0312381 | val_loss: 0.0312409 | Time: 2356.42 ms
[2022-04-10 07:44:14 main:574] : INFO : Epoch 1826 | loss: 0.0312369 | val_loss: 0.031237 | Time: 2381.99 ms
[2022-04-10 07:44:16 main:574] : INFO : Epoch 1827 | loss: 0.0312359 | val_loss: 0.0312363 | Time: 2323.53 ms
[2022-04-10 07:44:19 main:574] : INFO : Epoch 1828 | loss: 0.031236 | val_loss: 0.0312383 | Time: 2338.84 ms
[2022-04-10 07:44:21 main:574] : INFO : Epoch 1829 | loss: 0.0312356 | val_loss: 0.0312356 | Time: 2429.37 ms
[2022-04-10 07:44:23 main:574] : INFO : Epoch 1830 | loss: 0.0312354 | val_loss: 0.0312365 | Time: 2369.45 ms
[2022-04-10 07:44:26 main:574] : INFO : Epoch 1831 | loss: 0.031236 | val_loss: 0.0312381 | Time: 2289.81 ms
[2022-04-10 07:44:28 main:574] : INFO : Epoch 1832 | loss: 0.0312364 | val_loss: 0.0312362 | Time: 2544.81 ms
[2022-04-10 07:44:31 main:574] : INFO : Epoch 1833 | loss: 0.0312356 | val_loss: 0.0312358 | Time: 2461.22 ms
[2022-04-10 07:44:33 main:574] : INFO : Epoch 1834 | loss: 0.0312358 | val_loss: 0.0312378 | Time: 2571.22 ms
[2022-04-10 07:44:36 main:574] : INFO : Epoch 1835 | loss: 0.0312359 | val_loss: 0.0312359 | Time: 2274.88 ms
[2022-04-10 07:44:38 main:574] : INFO : Epoch 1836 | loss: 0.031235 | val_loss: 0.0312357 | Time: 2364.56 ms
[2022-04-10 07:44:40 main:574] : INFO : Epoch 1837 | loss: 0.031235 | val_loss: 0.0312358 | Time: 2325.9 ms
[2022-04-10 07:44:43 main:574] : INFO : Epoch 1838 | loss: 0.0312353 | val_loss: 0.0312357 | Time: 2253.04 ms
[2022-04-10 07:44:45 main:574] : INFO : Epoch 1839 | loss: 0.0312355 | val_loss: 0.0312359 | Time: 2578.83 ms
[2022-04-10 07:44:47 main:574] : INFO : Epoch 1840 | loss: 0.0312362 | val_loss: 0.0312403 | Time: 2321.1 ms
[2022-04-10 07:44:50 main:574] : INFO : Epoch 1841 | loss: 0.0312366 | val_loss: 0.0312404 | Time: 2289.42 ms
[2022-04-10 07:44:52 main:574] : INFO : Epoch 1842 | loss: 0.0312365 | val_loss: 0.0312371 | Time: 2284.46 ms
[2022-04-10 07:44:55 main:574] : INFO : Epoch 1843 | loss: 0.0312357 | val_loss: 0.0312361 | Time: 2741.57 ms
[2022-04-10 07:44:57 main:574] : INFO : Epoch 1844 | loss: 0.0312353 | val_loss: 0.0312361 | Time: 2305.14 ms
[2022-04-10 07:44:59 main:574] : INFO : Epoch 1845 | loss: 0.0312355 | val_loss: 0.0312356 | Time: 2278.21 ms
[2022-04-10 07:45:02 main:574] : INFO : Epoch 1846 | loss: 0.0312359 | val_loss: 0.0312396 | Time: 2289.42 ms
[2022-04-10 07:45:04 main:574] : INFO : Epoch 1847 | loss: 0.0312385 | val_loss: 0.0312431 | Time: 2299.87 ms
[2022-04-10 07:45:06 main:574] : INFO : Epoch 1848 | loss: 0.0312408 | val_loss: 0.0312386 | Time: 2278.26 ms
[2022-04-10 07:45:09 main:574] : INFO : Epoch 1849 | loss: 0.031236 | val_loss: 0.0312358 | Time: 2306.66 ms
[2022-04-10 07:45:11 main:574] : INFO : Epoch 1850 | loss: 0.0312354 | val_loss: 0.0312363 | Time: 2260.94 ms
[2022-04-10 07:45:13 main:574] : INFO : Epoch 1851 | loss: 0.0312352 | val_loss: 0.0312355 | Time: 2288.86 ms
[2022-04-10 07:45:15 main:574] : INFO : Epoch 1852 | loss: 0.0312347 | val_loss: 0.0312362 | Time: 2254.41 ms
[2022-04-10 07:45:18 main:574] : INFO : Epoch 1853 | loss: 0.031235 | val_loss: 0.0312358 | Time: 2367.13 ms
[2022-04-10 07:45:20 main:574] : INFO : Epoch 1854 | loss: 0.0312349 | val_loss: 0.0312357 | Time: 2268.9 ms
[2022-04-10 07:45:22 main:574] : INFO : Epoch 1855 | loss: 0.0312349 | val_loss: 0.0312359 | Time: 2299.91 ms
[2022-04-10 07:45:25 main:574] : INFO : Epoch 1856 | loss: 0.0312349 | val_loss: 0.0312353 | Time: 2227.62 ms
[2022-04-10 07:45:27 main:574] : INFO : Epoch 1857 | loss: 0.0312354 | val_loss: 0.03124 | Time: 2365.89 ms
[2022-04-10 07:45:29 main:574] : INFO : Epoch 1858 | loss: 0.0312364 | val_loss: 0.0312365 | Time: 2318.01 ms
[2022-04-10 07:45:32 main:574] : INFO : Epoch 1859 | loss: 0.0312357 | val_loss: 0.0312356 | Time: 2324.89 ms
[2022-04-10 07:45:34 main:574] : INFO : Epoch 1860 | loss: 0.0312352 | val_loss: 0.0312357 | Time: 2484.14 ms
[2022-04-10 07:45:37 main:574] : INFO : Epoch 1861 | loss: 0.0312366 | val_loss: 0.0312369 | Time: 2368.98 ms
[2022-04-10 07:45:39 main:574] : INFO : Epoch 1862 | loss: 0.0312344 | val_loss: 0.0312357 | Time: 2272.17 ms
[2022-04-10 07:45:41 main:574] : INFO : Epoch 1863 | loss: 0.0312348 | val_loss: 0.0312355 | Time: 2362.53 ms
[2022-04-10 07:45:44 main:574] : INFO : Epoch 1864 | loss: 0.0312353 | val_loss: 0.031237 | Time: 2269.62 ms
[2022-04-10 07:45:46 main:574] : INFO : Epoch 1865 | loss: 0.0312347 | val_loss: 0.0312357 | Time: 2342.56 ms
[2022-04-10 07:45:48 main:574] : INFO : Epoch 1866 | loss: 0.031235 | val_loss: 0.0312358 | Time: 2452.46 ms
[2022-04-10 07:45:51 main:574] : INFO : Epoch 1867 | loss: 0.0312351 | val_loss: 0.0312375 | Time: 2293.13 ms
[2022-04-10 07:45:53 main:574] : INFO : Epoch 1868 | loss: 0.0312372 | val_loss: 0.0312367 | Time: 2306.58 ms
[2022-04-10 07:45:55 main:574] : INFO : Epoch 1869 | loss: 0.0312352 | val_loss: 0.0312353 | Time: 2261.83 ms
[2022-04-10 07:45:58 main:574] : INFO : Epoch 1870 | loss: 0.0312352 | val_loss: 0.0312397 | Time: 2334.2 ms
[2022-04-10 07:46:00 main:574] : INFO : Epoch 1871 | loss: 0.0312362 | val_loss: 0.0312356 | Time: 2315.61 ms
[2022-04-10 07:46:02 main:574] : INFO : Epoch 1872 | loss: 0.0312358 | val_loss: 0.0312356 | Time: 2364.84 ms
[2022-04-10 07:46:05 main:574] : INFO : Epoch 1873 | loss: 0.031235 | val_loss: 0.031236 | Time: 2251.72 ms
[2022-04-10 07:46:07 main:574] : INFO : Epoch 1874 | loss: 0.0312359 | val_loss: 0.0312398 | Time: 2361.45 ms
[2022-04-10 07:46:09 main:574] : INFO : Epoch 1875 | loss: 0.0312374 | val_loss: 0.0312357 | Time: 2275.76 ms
[2022-04-10 07:46:12 main:574] : INFO : Epoch 1876 | loss: 0.0312352 | val_loss: 0.0312368 | Time: 2300.08 ms
[2022-04-10 07:46:14 main:574] : INFO : Epoch 1877 | loss: 0.0312353 | val_loss: 0.0312383 | Time: 2247.1 ms
[2022-04-10 07:46:16 main:574] : INFO : Epoch 1878 | loss: 0.0312366 | val_loss: 0.0312354 | Time: 2265.99 ms
[2022-04-10 07:46:18 main:574] : INFO : Epoch 1879 | loss: 0.0312348 | val_loss: 0.031237 | Time: 2301.91 ms
[2022-04-10 07:46:21 main:574] : INFO : Epoch 1880 | loss: 0.0312347 | val_loss: 0.0312353 | Time: 2288.76 ms
[2022-04-10 07:46:23 main:574] : INFO : Epoch 1881 | loss: 0.0312346 | val_loss: 0.0312352 | Time: 2299.19 ms
[2022-04-10 07:46:25 main:574] : INFO : Epoch 1882 | loss: 0.0312342 | val_loss: 0.0312356 | Time: 2285.65 ms
[2022-04-10 07:46:28 main:574] : INFO : Epoch 1883 | loss: 0.0312344 | val_loss: 0.0312361 | Time: 2324.99 ms
[2022-04-10 07:46:30 main:574] : INFO : Epoch 1884 | loss: 0.0312349 | val_loss: 0.0312354 | Time: 2260.9 ms
[2022-04-10 07:46:32 main:574] : INFO : Epoch 1885 | loss: 0.031235 | val_loss: 0.0312351 | Time: 2249.76 ms
[2022-04-10 07:46:35 main:574] : INFO : Epoch 1886 | loss: 0.0312345 | val_loss: 0.0312375 | Time: 2315 ms
[2022-04-10 07:46:37 main:574] : INFO : Epoch 1887 | loss: 0.0312356 | val_loss: 0.0312353 | Time: 2312.49 ms
[2022-04-10 07:46:39 main:574] : INFO : Epoch 1888 | loss: 0.0312343 | val_loss: 0.031235 | Time: 2352.98 ms
[2022-04-10 07:46:42 main:574] : INFO : Epoch 1889 | loss: 0.031234 | val_loss: 0.0312352 | Time: 2319.66 ms
[2022-04-10 07:46:44 main:574] : INFO : Epoch 1890 | loss: 0.0312341 | val_loss: 0.0312354 | Time: 2341.63 ms
[2022-04-10 07:46:46 main:574] : INFO : Epoch 1891 | loss: 0.0312343 | val_loss: 0.0312361 | Time: 2295.87 ms
[2022-04-10 07:46:48 main:574] : INFO : Epoch 1892 | loss: 0.0312347 | val_loss: 0.0312351 | Time: 2261.81 ms
[2022-04-10 07:46:51 main:574] : INFO : Epoch 1893 | loss: 0.0312342 | val_loss: 0.0312366 | Time: 2391.67 ms
[2022-04-10 07:46:54 main:574] : INFO : Epoch 1894 | loss: 0.0312346 | val_loss: 0.0312349 | Time: 2670.54 ms
[2022-04-10 07:46:56 main:574] : INFO : Epoch 1895 | loss: 0.0312345 | val_loss: 0.0312351 | Time: 2506.53 ms
[2022-04-10 07:46:59 main:574] : INFO : Epoch 1896 | loss: 0.0312341 | val_loss: 0.0312349 | Time: 2586.95 ms
[2022-04-10 07:47:01 main:574] : INFO : Epoch 1897 | loss: 0.031234 | val_loss: 0.0312351 | Time: 2366.84 ms
[2022-04-10 07:47:03 main:574] : INFO : Epoch 1898 | loss: 0.0312344 | val_loss: 0.031235 | Time: 2329.06 ms
[2022-04-10 07:47:06 main:574] : INFO : Epoch 1899 | loss: 0.0312346 | val_loss: 0.0312354 | Time: 2320.13 ms
[2022-04-10 07:47:08 main:574] : INFO : Epoch 1900 | loss: 0.0312343 | val_loss: 0.0312349 | Time: 2221.01 ms
[2022-04-10 07:47:10 main:574] : INFO : Epoch 1901 | loss: 0.031234 | val_loss: 0.031235 | Time: 2256.64 ms
[2022-04-10 07:47:13 main:574] : INFO : Epoch 1902 | loss: 0.0312342 | val_loss: 0.0312356 | Time: 2359.89 ms
[2022-04-10 07:47:15 main:574] : INFO : Epoch 1903 | loss: 0.0312342 | val_loss: 0.0312352 | Time: 2257.57 ms
[2022-04-10 07:47:17 main:574] : INFO : Epoch 1904 | loss: 0.0312339 | val_loss: 0.0312356 | Time: 2344.82 ms
[2022-04-10 07:47:20 main:574] : INFO : Epoch 1905 | loss: 0.0312342 | val_loss: 0.0312347 | Time: 2265.19 ms
[2022-04-10 07:47:22 main:574] : INFO : Epoch 1906 | loss: 0.0312338 | val_loss: 0.0312352 | Time: 2287.01 ms
[2022-04-10 07:47:24 main:574] : INFO : Epoch 1907 | loss: 0.0312342 | val_loss: 0.031235 | Time: 2381.95 ms
[2022-04-10 07:47:27 main:574] : INFO : Epoch 1908 | loss: 0.0312343 | val_loss: 0.0312356 | Time: 2341.97 ms
[2022-04-10 07:47:29 main:574] : INFO : Epoch 1909 | loss: 0.0312339 | val_loss: 0.031235 | Time: 2308.14 ms
[2022-04-10 07:47:31 main:574] : INFO : Epoch 1910 | loss: 0.0312354 | val_loss: 0.0312356 | Time: 2416.74 ms
[2022-04-10 07:47:34 main:574] : INFO : Epoch 1911 | loss: 0.0312348 | val_loss: 0.031235 | Time: 2411.63 ms
[2022-04-10 07:47:36 main:574] : INFO : Epoch 1912 | loss: 0.0312341 | val_loss: 0.0312349 | Time: 2404.36 ms
[2022-04-10 07:47:39 main:574] : INFO : Epoch 1913 | loss: 0.0312351 | val_loss: 0.031235 | Time: 2360.73 ms
[2022-04-10 07:47:41 main:574] : INFO : Epoch 1914 | loss: 0.031234 | val_loss: 0.0312346 | Time: 2279.05 ms
[2022-04-10 07:47:43 main:574] : INFO : Epoch 1915 | loss: 0.0312338 | val_loss: 0.0312356 | Time: 2529.27 ms
[2022-04-10 07:47:46 main:574] : INFO : Epoch 1916 | loss: 0.0312341 | val_loss: 0.0312347 | Time: 2388.89 ms
[2022-04-10 07:47:49 main:574] : INFO : Epoch 1917 | loss: 0.0312341 | val_loss: 0.0312357 | Time: 2803.9 ms
[2022-04-10 07:47:51 main:574] : INFO : Epoch 1918 | loss: 0.0312341 | val_loss: 0.0312351 | Time: 2443.48 ms
[2022-04-10 07:47:53 main:574] : INFO : Epoch 1919 | loss: 0.0312342 | val_loss: 0.0312381 | Time: 2272.62 ms
[2022-04-10 07:47:56 main:574] : INFO : Epoch 1920 | loss: 0.0312343 | val_loss: 0.0312348 | Time: 2289.99 ms
[2022-04-10 07:47:58 main:574] : INFO : Epoch 1921 | loss: 0.0312342 | val_loss: 0.0312376 | Time: 2294.98 ms
[2022-04-10 07:48:00 main:574] : INFO : Epoch 1922 | loss: 0.031234 | val_loss: 0.0312343 | Time: 2307.8 ms
[2022-04-10 07:48:03 main:574] : INFO : Epoch 1923 | loss: 0.0312337 | val_loss: 0.0312361 | Time: 2280.28 ms
[2022-04-10 07:48:05 main:574] : INFO : Epoch 1924 | loss: 0.0312335 | val_loss: 0.0312343 | Time: 2309.26 ms
[2022-04-10 07:48:07 main:574] : INFO : Epoch 1925 | loss: 0.0312333 | val_loss: 0.0312355 | Time: 2268.67 ms
[2022-04-10 07:48:09 main:574] : INFO : Epoch 1926 | loss: 0.0312337 | val_loss: 0.0312341 | Time: 2327.14 ms
[2022-04-10 07:48:12 main:574] : INFO : Epoch 1927 | loss: 0.0312344 | val_loss: 0.0312376 | Time: 2227.88 ms
[2022-04-10 07:48:14 main:574] : INFO : Epoch 1928 | loss: 0.0312348 | val_loss: 0.0312382 | Time: 2352.54 ms
[2022-04-10 07:48:17 main:574] : INFO : Epoch 1929 | loss: 0.0312419 | val_loss: 0.0312384 | Time: 2413.51 ms
[2022-04-10 07:48:19 main:574] : INFO : Epoch 1930 | loss: 0.0312381 | val_loss: 0.0312397 | Time: 2245.77 ms
[2022-04-10 07:48:21 main:574] : INFO : Epoch 1931 | loss: 0.0316747 | val_loss: 0.0316458 | Time: 2313.73 ms
[2022-04-10 07:48:23 main:574] : INFO : Epoch 1932 | loss: 0.033783 | val_loss: 0.0325314 | Time: 2306.38 ms
[2022-04-10 07:48:26 main:574] : INFO : Epoch 1933 | loss: 0.0321303 | val_loss: 0.0315108 | Time: 2343.77 ms
[2022-04-10 07:48:28 main:574] : INFO : Epoch 1934 | loss: 0.0313515 | val_loss: 0.0312777 | Time: 2297.17 ms
[2022-04-10 07:48:30 main:574] : INFO : Epoch 1935 | loss: 0.0312563 | val_loss: 0.0312459 | Time: 2321.44 ms
[2022-04-10 07:48:33 main:574] : INFO : Epoch 1936 | loss: 0.0312417 | val_loss: 0.0312417 | Time: 2293.58 ms
[2022-04-10 07:48:35 main:574] : INFO : Epoch 1937 | loss: 0.0312384 | val_loss: 0.0312397 | Time: 2240.01 ms
[2022-04-10 07:48:37 main:574] : INFO : Epoch 1938 | loss: 0.0312368 | val_loss: 0.0312382 | Time: 2331.39 ms
[2022-04-10 07:48:40 main:574] : INFO : Epoch 1939 | loss: 0.0312363 | val_loss: 0.0312376 | Time: 2313.36 ms
[2022-04-10 07:48:42 main:574] : INFO : Epoch 1940 | loss: 0.0312359 | val_loss: 0.031237 | Time: 2347.56 ms
[2022-04-10 07:48:44 main:574] : INFO : Epoch 1941 | loss: 0.0312348 | val_loss: 0.0312364 | Time: 2343.53 ms
[2022-04-10 07:48:47 main:574] : INFO : Epoch 1942 | loss: 0.0312346 | val_loss: 0.0312359 | Time: 2314.4 ms
[2022-04-10 07:48:49 main:574] : INFO : Epoch 1943 | loss: 0.0312343 | val_loss: 0.0312354 | Time: 2426.11 ms
[2022-04-10 07:48:52 main:574] : INFO : Epoch 1944 | loss: 0.0312341 | val_loss: 0.0312353 | Time: 2440.1 ms
[2022-04-10 07:48:54 main:574] : INFO : Epoch 1945 | loss: 0.0312338 | val_loss: 0.0312353 | Time: 2272.12 ms
[2022-04-10 07:48:56 main:574] : INFO : Epoch 1946 | loss: 0.0312337 | val_loss: 0.0312354 | Time: 2255.88 ms
[2022-04-10 07:48:59 main:574] : INFO : Epoch 1947 | loss: 0.0312336 | val_loss: 0.0312355 | Time: 2332.49 ms
[2022-04-10 07:49:01 main:574] : INFO : Epoch 1948 | loss: 0.0312342 | val_loss: 0.0312351 | Time: 2319.71 ms
[2022-04-10 07:49:03 main:574] : INFO : Epoch 1949 | loss: 0.0312342 | val_loss: 0.0312353 | Time: 2353.14 ms
[2022-04-10 07:49:06 main:574] : INFO : Epoch 1950 | loss: 0.0312345 | val_loss: 0.0312364 | Time: 2270.58 ms
[2022-04-10 07:49:08 main:574] : INFO : Epoch 1951 | loss: 0.0312354 | val_loss: 0.0312359 | Time: 2314.61 ms
[2022-04-10 07:49:10 main:574] : INFO : Epoch 1952 | loss: 0.0312336 | val_loss: 0.0312345 | Time: 2328.43 ms
[2022-04-10 07:49:12 main:574] : INFO : Epoch 1953 | loss: 0.031233 | val_loss: 0.0312348 | Time: 2297.43 ms
[2022-04-10 07:49:15 main:574] : INFO : Epoch 1954 | loss: 0.0312333 | val_loss: 0.0312341 | Time: 2300.28 ms
[2022-04-10 07:49:17 main:574] : INFO : Epoch 1955 | loss: 0.0312327 | val_loss: 0.0312339 | Time: 2223.58 ms
[2022-04-10 07:49:19 main:574] : INFO : Epoch 1956 | loss: 0.0312327 | val_loss: 0.0312339 | Time: 2348.17 ms
[2022-04-10 07:49:22 main:574] : INFO : Epoch 1957 | loss: 0.0312329 | val_loss: 0.0312339 | Time: 2245.87 ms
[2022-04-10 07:49:24 main:574] : INFO : Epoch 1958 | loss: 0.0312329 | val_loss: 0.0312338 | Time: 2284.2 ms
[2022-04-10 07:49:26 main:574] : INFO : Epoch 1959 | loss: 0.0312328 | val_loss: 0.0312344 | Time: 2239.47 ms
[2022-04-10 07:49:29 main:574] : INFO : Epoch 1960 | loss: 0.0312328 | val_loss: 0.0312335 | Time: 2308.26 ms
[2022-04-10 07:49:31 main:574] : INFO : Epoch 1961 | loss: 0.0312325 | val_loss: 0.0312336 | Time: 2357.95 ms
[2022-04-10 07:49:33 main:574] : INFO : Epoch 1962 | loss: 0.0312327 | val_loss: 0.0312336 | Time: 2256.51 ms
[2022-04-10 07:49:36 main:574] : INFO : Epoch 1963 | loss: 0.0312325 | val_loss: 0.0312334 | Time: 2365.82 ms
[2022-04-10 07:49:38 main:574] : INFO : Epoch 1964 | loss: 0.0312324 | val_loss: 0.0312334 | Time: 2380.47 ms
[2022-04-10 07:49:41 main:574] : INFO : Epoch 1965 | loss: 0.0312331 | val_loss: 0.0312344 | Time: 2564.37 ms
[2022-04-10 07:49:43 main:574] : INFO : Epoch 1966 | loss: 0.0312327 | val_loss: 0.0312336 | Time: 2681.73 ms
[2022-04-10 07:49:46 main:574] : INFO : Epoch 1967 | loss: 0.0312326 | val_loss: 0.0312334 | Time: 2482.53 ms
[2022-04-10 07:49:48 main:574] : INFO : Epoch 1968 | loss: 0.0312324 | val_loss: 0.0312335 | Time: 2374.5 ms
[2022-04-10 07:49:51 main:574] : INFO : Epoch 1969 | loss: 0.0312326 | val_loss: 0.0312342 | Time: 2552.03 ms
[2022-04-10 07:49:53 main:574] : INFO : Epoch 1970 | loss: 0.0312323 | val_loss: 0.0312331 | Time: 2487.03 ms
[2022-04-10 07:49:56 main:574] : INFO : Epoch 1971 | loss: 0.0312323 | val_loss: 0.0312333 | Time: 2673.46 ms
[2022-04-10 07:49:58 main:574] : INFO : Epoch 1972 | loss: 0.0312322 | val_loss: 0.0312331 | Time: 2557.23 ms
[2022-04-10 07:50:01 main:574] : INFO : Epoch 1973 | loss: 0.0312322 | val_loss: 0.0312333 | Time: 2486.13 ms
[2022-04-10 07:50:04 main:574] : INFO : Epoch 1974 | loss: 0.0312319 | val_loss: 0.0312339 | Time: 2665.38 ms
[2022-04-10 07:50:06 main:574] : INFO : Epoch 1975 | loss: 0.0312324 | val_loss: 0.0312339 | Time: 2507.65 ms
[2022-04-10 07:50:09 main:574] : INFO : Epoch 1976 | loss: 0.0312331 | val_loss: 0.0312337 | Time: 2583.84 ms
[2022-04-10 07:50:11 main:574] : INFO : Epoch 1977 | loss: 0.0312321 | val_loss: 0.0312334 | Time: 2415.25 ms
[2022-04-10 07:50:14 main:574] : INFO : Epoch 1978 | loss: 0.0312323 | val_loss: 0.0312339 | Time: 2763.96 ms
[2022-04-10 07:50:16 main:574] : INFO : Epoch 1979 | loss: 0.0312325 | val_loss: 0.0312333 | Time: 2482.43 ms
[2022-04-10 07:50:19 main:574] : INFO : Epoch 1980 | loss: 0.0312323 | val_loss: 0.0312333 | Time: 2652.67 ms
[2022-04-10 07:50:22 main:574] : INFO : Epoch 1981 | loss: 0.0312321 | val_loss: 0.0312338 | Time: 2480.3 ms
[2022-04-10 07:50:24 main:574] : INFO : Epoch 1982 | loss: 0.031232 | val_loss: 0.0312331 | Time: 2383.27 ms
[2022-04-10 07:50:26 main:574] : INFO : Epoch 1983 | loss: 0.0312318 | val_loss: 0.031233 | Time: 2341.77 ms
[2022-04-10 07:50:29 main:574] : INFO : Epoch 1984 | loss: 0.0312317 | val_loss: 0.0312329 | Time: 2313.85 ms
[2022-04-10 07:50:31 main:574] : INFO : Epoch 1985 | loss: 0.0312316 | val_loss: 0.031233 | Time: 2297.11 ms
[2022-04-10 07:50:33 main:574] : INFO : Epoch 1986 | loss: 0.031232 | val_loss: 0.0312329 | Time: 2388.09 ms
[2022-04-10 07:50:36 main:574] : INFO : Epoch 1987 | loss: 0.031232 | val_loss: 0.0312334 | Time: 2305.4 ms
[2022-04-10 07:50:38 main:574] : INFO : Epoch 1988 | loss: 0.0312316 | val_loss: 0.0312326 | Time: 2300.64 ms
[2022-04-10 07:50:40 main:574] : INFO : Epoch 1989 | loss: 0.0312315 | val_loss: 0.0312331 | Time: 2308.23 ms
[2022-04-10 07:50:43 main:574] : INFO : Epoch 1990 | loss: 0.0312317 | val_loss: 0.0312332 | Time: 2307.53 ms
[2022-04-10 07:50:45 main:574] : INFO : Epoch 1991 | loss: 0.0312321 | val_loss: 0.0312329 | Time: 2346.8 ms
[2022-04-10 07:50:47 main:574] : INFO : Epoch 1992 | loss: 0.0312319 | val_loss: 0.031233 | Time: 2320.05 ms
[2022-04-10 07:50:50 main:574] : INFO : Epoch 1993 | loss: 0.0312317 | val_loss: 0.0312331 | Time: 2370.35 ms
[2022-04-10 07:50:52 main:574] : INFO : Epoch 1994 | loss: 0.0312314 | val_loss: 0.0312326 | Time: 2478.85 ms
[2022-04-10 07:50:55 main:574] : INFO : Epoch 1995 | loss: 0.0312315 | val_loss: 0.0312328 | Time: 2487.26 ms
[2022-04-10 07:50:57 main:574] : INFO : Epoch 1996 | loss: 0.0312317 | val_loss: 0.0312331 | Time: 2376.93 ms
[2022-04-10 07:50:59 main:574] : INFO : Epoch 1997 | loss: 0.0312318 | val_loss: 0.0312327 | Time: 2277.33 ms
[2022-04-10 07:51:02 main:574] : INFO : Epoch 1998 | loss: 0.0312325 | val_loss: 0.031235 | Time: 2389.47 ms
[2022-04-10 07:51:04 main:574] : INFO : Epoch 1999 | loss: 0.0312327 | val_loss: 0.0312331 | Time: 2276.46 ms
[2022-04-10 07:51:06 main:574] : INFO : Epoch 2000 | loss: 0.0312319 | val_loss: 0.0312325 | Time: 2401.95 ms
[2022-04-10 07:51:09 main:574] : INFO : Epoch 2001 | loss: 0.0312315 | val_loss: 0.0312322 | Time: 2326.1 ms
[2022-04-10 07:51:11 main:574] : INFO : Epoch 2002 | loss: 0.0312315 | val_loss: 0.0312327 | Time: 2313.82 ms
[2022-04-10 07:51:13 main:574] : INFO : Epoch 2003 | loss: 0.0312316 | val_loss: 0.0312326 | Time: 2255.25 ms
[2022-04-10 07:51:16 main:574] : INFO : Epoch 2004 | loss: 0.0312315 | val_loss: 0.0312325 | Time: 2383.07 ms
[2022-04-10 07:51:18 main:574] : INFO : Epoch 2005 | loss: 0.031231 | val_loss: 0.0312338 | Time: 2217.66 ms
[2022-04-10 07:51:20 main:574] : INFO : Epoch 2006 | loss: 0.0312322 | val_loss: 0.0312328 | Time: 2245.49 ms
[2022-04-10 07:51:23 main:574] : INFO : Epoch 2007 | loss: 0.0312314 | val_loss: 0.0312325 | Time: 2255.02 ms
[2022-04-10 07:51:25 main:574] : INFO : Epoch 2008 | loss: 0.0312313 | val_loss: 0.0312328 | Time: 2269.12 ms
[2022-04-10 07:51:27 main:574] : INFO : Epoch 2009 | loss: 0.0312315 | val_loss: 0.0312324 | Time: 2274.17 ms
[2022-04-10 07:51:29 main:574] : INFO : Epoch 2010 | loss: 0.0312314 | val_loss: 0.0312324 | Time: 2332.3 ms
[2022-04-10 07:51:32 main:574] : INFO : Epoch 2011 | loss: 0.031233 | val_loss: 0.0312323 | Time: 2339.59 ms
[2022-04-10 07:51:34 main:574] : INFO : Epoch 2012 | loss: 0.0312322 | val_loss: 0.0312329 | Time: 2273.49 ms
[2022-04-10 07:51:36 main:574] : INFO : Epoch 2013 | loss: 0.0312319 | val_loss: 0.0312344 | Time: 2294.22 ms
[2022-04-10 07:51:39 main:574] : INFO : Epoch 2014 | loss: 0.0312319 | val_loss: 0.0312362 | Time: 2295.57 ms
[2022-04-10 07:51:41 main:574] : INFO : Epoch 2015 | loss: 0.0312329 | val_loss: 0.0312326 | Time: 2272.51 ms
[2022-04-10 07:51:43 main:574] : INFO : Epoch 2016 | loss: 0.0312312 | val_loss: 0.0312326 | Time: 2300.5 ms
[2022-04-10 07:51:46 main:574] : INFO : Epoch 2017 | loss: 0.0312322 | val_loss: 0.0312321 | Time: 2310.14 ms
[2022-04-10 07:51:48 main:574] : INFO : Epoch 2018 | loss: 0.0312313 | val_loss: 0.0312321 | Time: 2270.72 ms
[2022-04-10 07:51:50 main:574] : INFO : Epoch 2019 | loss: 0.0312315 | val_loss: 0.0312338 | Time: 2247.66 ms
[2022-04-10 07:51:53 main:574] : INFO : Epoch 2020 | loss: 0.0312311 | val_loss: 0.031232 | Time: 2319.51 ms
[2022-04-10 07:51:55 main:574] : INFO : Epoch 2021 | loss: 0.0312307 | val_loss: 0.0312318 | Time: 2329.48 ms
[2022-04-10 07:51:57 main:574] : INFO : Epoch 2022 | loss: 0.0312335 | val_loss: 0.0312346 | Time: 2287.33 ms
[2022-04-10 07:51:59 main:574] : INFO : Epoch 2023 | loss: 0.0312337 | val_loss: 0.0312347 | Time: 2286.69 ms
[2022-04-10 07:52:02 main:574] : INFO : Epoch 2024 | loss: 0.0312337 | val_loss: 0.0312347 | Time: 2483.24 ms
[2022-04-10 07:52:04 main:574] : INFO : Epoch 2025 | loss: 0.0312336 | val_loss: 0.0312358 | Time: 2400.76 ms
[2022-04-10 07:52:07 main:574] : INFO : Epoch 2026 | loss: 0.0312338 | val_loss: 0.0312344 | Time: 2474.22 ms
[2022-04-10 07:52:09 main:574] : INFO : Epoch 2027 | loss: 0.0312335 | val_loss: 0.0312368 | Time: 2451.54 ms
[2022-04-10 07:52:12 main:574] : INFO : Epoch 2028 | loss: 0.0312333 | val_loss: 0.0312345 | Time: 2431.59 ms
[2022-04-10 07:52:14 main:574] : INFO : Epoch 2029 | loss: 0.0312336 | val_loss: 0.0312352 | Time: 2636.71 ms
[2022-04-10 07:52:17 main:574] : INFO : Epoch 2030 | loss: 0.0312334 | val_loss: 0.0312345 | Time: 2465.46 ms
[2022-04-10 07:52:19 main:574] : INFO : Epoch 2031 | loss: 0.0312334 | val_loss: 0.0312347 | Time: 2489.42 ms
[2022-04-10 07:52:22 main:574] : INFO : Epoch 2032 | loss: 0.0312331 | val_loss: 0.0312344 | Time: 2293.66 ms
[2022-04-10 07:52:24 main:574] : INFO : Epoch 2033 | loss: 0.0312334 | val_loss: 0.0312342 | Time: 2297.89 ms
[2022-04-10 07:52:27 main:574] : INFO : Epoch 2034 | loss: 0.0312334 | val_loss: 0.0312342 | Time: 2497.48 ms
[2022-04-10 07:52:29 main:574] : INFO : Epoch 2035 | loss: 0.0312334 | val_loss: 0.0312364 | Time: 2445.52 ms
[2022-04-10 07:52:31 main:574] : INFO : Epoch 2036 | loss: 0.0312343 | val_loss: 0.0312347 | Time: 2373.84 ms
[2022-04-10 07:52:34 main:574] : INFO : Epoch 2037 | loss: 0.0312336 | val_loss: 0.0312347 | Time: 2358.68 ms
[2022-04-10 07:52:36 main:574] : INFO : Epoch 2038 | loss: 0.0312337 | val_loss: 0.0312347 | Time: 2499.44 ms
[2022-04-10 07:52:39 main:574] : INFO : Epoch 2039 | loss: 0.0312336 | val_loss: 0.0312342 | Time: 2465.21 ms
[2022-04-10 07:52:41 main:574] : INFO : Epoch 2040 | loss: 0.0312336 | val_loss: 0.0312343 | Time: 2567.83 ms
[2022-04-10 07:52:44 main:574] : INFO : Epoch 2041 | loss: 0.0312333 | val_loss: 0.0312347 | Time: 2392.92 ms
[2022-04-10 07:52:46 main:574] : INFO : Epoch 2042 | loss: 0.0312339 | val_loss: 0.0312343 | Time: 2488.23 ms
[2022-04-10 07:52:49 main:574] : INFO : Epoch 2043 | loss: 0.0312334 | val_loss: 0.031234 | Time: 2551.76 ms
[2022-04-10 07:52:51 main:574] : INFO : Epoch 2044 | loss: 0.0312329 | val_loss: 0.0312352 | Time: 2454.69 ms
[2022-04-10 07:52:54 main:574] : INFO : Epoch 2045 | loss: 0.031234 | val_loss: 0.031234 | Time: 2284.05 ms
[2022-04-10 07:52:56 main:574] : INFO : Epoch 2046 | loss: 0.0312328 | val_loss: 0.0312346 | Time: 2388.52 ms
[2022-04-10 07:52:58 main:574] : INFO : Epoch 2047 | loss: 0.0312338 | val_loss: 0.0312371 | Time: 2410.41 ms
[2022-04-10 07:53:01 main:574] : INFO : Epoch 2048 | loss: 0.0312341 | val_loss: 0.0312351 | Time: 2359.25 ms
[2022-04-10 07:53:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312351
[2022-04-10 07:53:01 main:603] : INFO : Saving end state to config to file
[2022-04-10 07:53:01 main:608] : INFO : Success, exiting..
07:53:01 (10784): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)