Task 10821838
| Name | ParityModified-1638636002-3331-3-0_0 |
| Workunit | 8131586 |
| Created | 16 Jan 2022, 14:42:25 UTC |
| Sent | 2 Feb 2022, 9:01:30 UTC |
| Report deadline | 10 Feb 2022, 9:01:30 UTC |
| Received | 3 Feb 2022, 7:05:18 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10662 |
| Run time | 1 hours 16 min 5 sec |
| CPU time | 1 hours 1 min |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 2,142.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312317 | val_loss: 0.0312276 | Time: 2241.53 ms
[2022-02-03 06:46:41 main:574] : INFO : Epoch 1543 | loss: 0.0312317 | val_loss: 0.0312299 | Time: 2175.84 ms
[2022-02-03 06:46:43 main:574] : INFO : Epoch 1544 | loss: 0.0312317 | val_loss: 0.0312273 | Time: 2268.03 ms
[2022-02-03 06:46:45 main:574] : INFO : Epoch 1545 | loss: 0.0312327 | val_loss: 0.0312372 | Time: 2182.4 ms
[2022-02-03 06:46:47 main:574] : INFO : Epoch 1546 | loss: 0.0312367 | val_loss: 0.0312321 | Time: 2402.7 ms
[2022-02-03 06:46:50 main:574] : INFO : Epoch 1547 | loss: 0.031235 | val_loss: 0.0312287 | Time: 2242.22 ms
[2022-02-03 06:46:52 main:574] : INFO : Epoch 1548 | loss: 0.0312343 | val_loss: 0.031229 | Time: 2257.44 ms
[2022-02-03 06:46:54 main:574] : INFO : Epoch 1549 | loss: 0.0312339 | val_loss: 0.0312305 | Time: 2211.87 ms
[2022-02-03 06:46:56 main:574] : INFO : Epoch 1550 | loss: 0.0312333 | val_loss: 0.0312276 | Time: 2243.73 ms
[2022-02-03 06:46:59 main:574] : INFO : Epoch 1551 | loss: 0.0312324 | val_loss: 0.031228 | Time: 2226.19 ms
[2022-02-03 06:47:01 main:574] : INFO : Epoch 1552 | loss: 0.0312348 | val_loss: 0.0312277 | Time: 2274.33 ms
[2022-02-03 06:47:03 main:574] : INFO : Epoch 1553 | loss: 0.031235 | val_loss: 0.0312282 | Time: 2274 ms
[2022-02-03 06:47:05 main:574] : INFO : Epoch 1554 | loss: 0.0312364 | val_loss: 0.0312351 | Time: 2203.47 ms
[2022-02-03 06:47:08 main:574] : INFO : Epoch 1555 | loss: 0.0312342 | val_loss: 0.0312303 | Time: 2234.32 ms
[2022-02-03 06:47:10 main:574] : INFO : Epoch 1556 | loss: 0.0312358 | val_loss: 0.0312324 | Time: 2265.92 ms
[2022-02-03 06:47:12 main:574] : INFO : Epoch 1557 | loss: 0.0312345 | val_loss: 0.0312305 | Time: 2250.54 ms
[2022-02-03 06:47:14 main:574] : INFO : Epoch 1558 | loss: 0.0312353 | val_loss: 0.0312341 | Time: 2154.04 ms
[2022-02-03 06:47:17 main:574] : INFO : Epoch 1559 | loss: 0.0312338 | val_loss: 0.0312309 | Time: 2196.12 ms
[2022-02-03 06:47:19 main:574] : INFO : Epoch 1560 | loss: 0.0312322 | val_loss: 0.0312284 | Time: 2227.47 ms
[2022-02-03 06:47:21 main:574] : INFO : Epoch 1561 | loss: 0.0312337 | val_loss: 0.0312274 | Time: 2236.28 ms
[2022-02-03 06:47:23 main:574] : INFO : Epoch 1562 | loss: 0.031231 | val_loss: 0.031227 | Time: 2265.1 ms
[2022-02-03 06:47:26 main:574] : INFO : Epoch 1563 | loss: 0.031231 | val_loss: 0.0312274 | Time: 2217.84 ms
[2022-02-03 06:47:28 main:574] : INFO : Epoch 1564 | loss: 0.031232 | val_loss: 0.0312293 | Time: 2270.93 ms
[2022-02-03 06:47:30 main:574] : INFO : Epoch 1565 | loss: 0.0312311 | val_loss: 0.0312273 | Time: 2242.95 ms
[2022-02-03 06:47:32 main:574] : INFO : Epoch 1566 | loss: 0.0312315 | val_loss: 0.0312285 | Time: 2220.25 ms
[2022-02-03 06:47:35 main:574] : INFO : Epoch 1567 | loss: 0.0312344 | val_loss: 0.0312295 | Time: 2194.19 ms
[2022-02-03 06:47:37 main:574] : INFO : Epoch 1568 | loss: 0.0312361 | val_loss: 0.0312356 | Time: 2272.7 ms
[2022-02-03 06:47:39 main:574] : INFO : Epoch 1569 | loss: 0.0312348 | val_loss: 0.0312283 | Time: 2259.08 ms
[2022-02-03 06:47:41 main:574] : INFO : Epoch 1570 | loss: 0.0312323 | val_loss: 0.0312311 | Time: 2315.06 ms
[2022-02-03 06:47:44 main:574] : INFO : Epoch 1571 | loss: 0.031234 | val_loss: 0.0312278 | Time: 2265.31 ms
[2022-02-03 06:47:46 main:574] : INFO : Epoch 1572 | loss: 0.0312331 | val_loss: 0.031229 | Time: 2228.08 ms
[2022-02-03 06:47:48 main:574] : INFO : Epoch 1573 | loss: 0.0312341 | val_loss: 0.0312278 | Time: 2248.83 ms
[2022-02-03 06:47:50 main:574] : INFO : Epoch 1574 | loss: 0.0312315 | val_loss: 0.031227 | Time: 2198.49 ms
[2022-02-03 06:47:53 main:574] : INFO : Epoch 1575 | loss: 0.0312331 | val_loss: 0.0312305 | Time: 2266.61 ms
[2022-02-03 06:47:55 main:574] : INFO : Epoch 1576 | loss: 0.0312324 | val_loss: 0.0312279 | Time: 2188.82 ms
[2022-02-03 06:47:57 main:574] : INFO : Epoch 1577 | loss: 0.0312371 | val_loss: 0.031232 | Time: 2214.14 ms
[2022-02-03 06:47:59 main:574] : INFO : Epoch 1578 | loss: 0.0312339 | val_loss: 0.0312303 | Time: 2264.65 ms
[2022-02-03 06:48:02 main:574] : INFO : Epoch 1579 | loss: 0.0312319 | val_loss: 0.0312318 | Time: 2240.86 ms
[2022-02-03 06:48:04 main:574] : INFO : Epoch 1580 | loss: 0.0312333 | val_loss: 0.0312273 | Time: 2221.11 ms
[2022-02-03 06:48:06 main:574] : INFO : Epoch 1581 | loss: 0.0312339 | val_loss: 0.0312272 | Time: 2199.04 ms
[2022-02-03 06:48:08 main:574] : INFO : Epoch 1582 | loss: 0.0312312 | val_loss: 0.0312269 | Time: 2227.95 ms
[2022-02-03 06:48:11 main:574] : INFO : Epoch 1583 | loss: 0.0312411 | val_loss: 0.0312508 | Time: 2248.9 ms
[2022-02-03 06:48:13 main:574] : INFO : Epoch 1584 | loss: 0.0312391 | val_loss: 0.031234 | Time: 2264.65 ms
[2022-02-03 06:48:15 main:574] : INFO : Epoch 1585 | loss: 0.0312317 | val_loss: 0.0312286 | Time: 2170.45 ms
[2022-02-03 06:48:17 main:574] : INFO : Epoch 1586 | loss: 0.0312316 | val_loss: 0.0312294 | Time: 2179.12 ms
[2022-02-03 06:48:20 main:574] : INFO : Epoch 1587 | loss: 0.0312337 | val_loss: 0.0312299 | Time: 2246.29 ms
[2022-02-03 06:48:22 main:574] : INFO : Epoch 1588 | loss: 0.0312332 | val_loss: 0.0312394 | Time: 2239.97 ms
[2022-02-03 06:48:24 main:574] : INFO : Epoch 1589 | loss: 0.0312365 | val_loss: 0.0312303 | Time: 2159.16 ms
[2022-02-03 06:48:26 main:574] : INFO : Epoch 1590 | loss: 0.0312349 | val_loss: 0.0312304 | Time: 2226.1 ms
[2022-02-03 06:48:28 main:574] : INFO : Epoch 1591 | loss: 0.0312336 | val_loss: 0.0312288 | Time: 2205.91 ms
[2022-02-03 06:48:31 main:574] : INFO : Epoch 1592 | loss: 0.031237 | val_loss: 0.0312346 | Time: 2227.98 ms
[2022-02-03 06:48:33 main:574] : INFO : Epoch 1593 | loss: 0.0312361 | val_loss: 0.0312295 | Time: 2238.3 ms
[2022-02-03 06:48:35 main:574] : INFO : Epoch 1594 | loss: 0.0312332 | val_loss: 0.0312299 | Time: 2200.65 ms
[2022-02-03 06:48:37 main:574] : INFO : Epoch 1595 | loss: 0.0312319 | val_loss: 0.0312273 | Time: 2219.79 ms
[2022-02-03 06:48:40 main:574] : INFO : Epoch 1596 | loss: 0.0312323 | val_loss: 0.0312288 | Time: 2197.56 ms
[2022-02-03 06:48:42 main:574] : INFO : Epoch 1597 | loss: 0.0312318 | val_loss: 0.0312282 | Time: 2237.22 ms
[2022-02-03 06:48:44 main:574] : INFO : Epoch 1598 | loss: 0.0312318 | val_loss: 0.0312309 | Time: 2185.46 ms
[2022-02-03 06:48:46 main:574] : INFO : Epoch 1599 | loss: 0.031237 | val_loss: 0.0312339 | Time: 2189.45 ms
[2022-02-03 06:48:49 main:574] : INFO : Epoch 1600 | loss: 0.0312349 | val_loss: 0.0312287 | Time: 2545.36 ms
[2022-02-03 06:48:51 main:574] : INFO : Epoch 1601 | loss: 0.0312336 | val_loss: 0.0312278 | Time: 2252.13 ms
[2022-02-03 06:48:53 main:574] : INFO : Epoch 1602 | loss: 0.0312322 | val_loss: 0.0312323 | Time: 2239.59 ms
[2022-02-03 06:48:56 main:574] : INFO : Epoch 1603 | loss: 0.0312322 | val_loss: 0.0312374 | Time: 2213.54 ms
[2022-02-03 06:48:58 main:574] : INFO : Epoch 1604 | loss: 0.0312329 | val_loss: 0.0312277 | Time: 2244.05 ms
[2022-02-03 06:49:00 main:574] : INFO : Epoch 1605 | loss: 0.0312325 | val_loss: 0.0312291 | Time: 2230.3 ms
[2022-02-03 06:49:02 main:574] : INFO : Epoch 1606 | loss: 0.0312352 | val_loss: 0.0312323 | Time: 2241.16 ms
[2022-02-03 06:49:04 main:574] : INFO : Epoch 1607 | loss: 0.0312331 | val_loss: 0.031229 | Time: 2192.07 ms
[2022-02-03 06:49:07 main:574] : INFO : Epoch 1608 | loss: 0.0312326 | val_loss: 0.0312271 | Time: 2246.82 ms
[2022-02-03 06:49:09 main:574] : INFO : Epoch 1609 | loss: 0.0312315 | val_loss: 0.0312299 | Time: 2196.27 ms
[2022-02-03 06:49:11 main:574] : INFO : Epoch 1610 | loss: 0.0312321 | val_loss: 0.0312309 | Time: 2226.17 ms
[2022-02-03 06:49:13 main:574] : INFO : Epoch 1611 | loss: 0.0312312 | val_loss: 0.0312293 | Time: 2282.2 ms
[2022-02-03 06:49:16 main:574] : INFO : Epoch 1612 | loss: 0.0312316 | val_loss: 0.0312276 | Time: 2244.44 ms
[2022-02-03 06:49:18 main:574] : INFO : Epoch 1613 | loss: 0.0312348 | val_loss: 0.0312381 | Time: 2364.91 ms
[2022-02-03 06:49:20 main:574] : INFO : Epoch 1614 | loss: 0.0312356 | val_loss: 0.0312285 | Time: 2229.2 ms
[2022-02-03 06:49:22 main:574] : INFO : Epoch 1615 | loss: 0.031236 | val_loss: 0.031229 | Time: 2187.29 ms
[2022-02-03 06:49:25 main:574] : INFO : Epoch 1616 | loss: 0.0312334 | val_loss: 0.0312284 | Time: 2181.54 ms
[2022-02-03 06:49:27 main:574] : INFO : Epoch 1617 | loss: 0.0312348 | val_loss: 0.0312276 | Time: 2220.7 ms
[2022-02-03 06:49:29 main:574] : INFO : Epoch 1618 | loss: 0.0312327 | val_loss: 0.0312289 | Time: 2257.2 ms
[2022-02-03 06:49:32 main:574] : INFO : Epoch 1619 | loss: 0.0312335 | val_loss: 0.0312311 | Time: 2446.31 ms
[2022-02-03 06:49:34 main:574] : INFO : Epoch 1620 | loss: 0.0312326 | val_loss: 0.0312288 | Time: 2259.42 ms
[2022-02-03 06:49:36 main:574] : INFO : Epoch 1621 | loss: 0.0312378 | val_loss: 0.0312345 | Time: 2183.97 ms
[2022-02-03 06:49:38 main:574] : INFO : Epoch 1622 | loss: 0.0312355 | val_loss: 0.0312298 | Time: 2210.94 ms
[2022-02-03 06:49:41 main:574] : INFO : Epoch 1623 | loss: 0.0312315 | val_loss: 0.0312273 | Time: 2230.69 ms
[2022-02-03 06:49:43 main:574] : INFO : Epoch 1624 | loss: 0.0312314 | val_loss: 0.0312272 | Time: 2236.3 ms
[2022-02-03 06:49:45 main:574] : INFO : Epoch 1625 | loss: 0.0312305 | val_loss: 0.0312271 | Time: 2208.96 ms
[2022-02-03 06:49:47 main:574] : INFO : Epoch 1626 | loss: 0.0312323 | val_loss: 0.0312294 | Time: 2235.79 ms
[2022-02-03 06:49:50 main:574] : INFO : Epoch 1627 | loss: 0.0312332 | val_loss: 0.0312322 | Time: 2368.55 ms
[2022-02-03 06:49:52 main:574] : INFO : Epoch 1628 | loss: 0.0312346 | val_loss: 0.0312324 | Time: 2247.8 ms
[2022-02-03 06:49:54 main:574] : INFO : Epoch 1629 | loss: 0.0312336 | val_loss: 0.0312279 | Time: 2211.67 ms
[2022-02-03 06:49:56 main:574] : INFO : Epoch 1630 | loss: 0.0312317 | val_loss: 0.0312274 | Time: 2201.66 ms
[2022-02-03 06:49:59 main:574] : INFO : Epoch 1631 | loss: 0.0312319 | val_loss: 0.0312282 | Time: 2246.99 ms
[2022-02-03 06:50:01 main:574] : INFO : Epoch 1632 | loss: 0.0312317 | val_loss: 0.0312278 | Time: 2230.15 ms
[2022-02-03 06:50:03 main:574] : INFO : Epoch 1633 | loss: 0.0312344 | val_loss: 0.0312304 | Time: 2194.44 ms
[2022-02-03 06:50:05 main:574] : INFO : Epoch 1634 | loss: 0.0312323 | val_loss: 0.0312308 | Time: 2189.12 ms
[2022-02-03 06:50:08 main:574] : INFO : Epoch 1635 | loss: 0.0312353 | val_loss: 0.0312305 | Time: 2266.33 ms
[2022-02-03 06:50:10 main:574] : INFO : Epoch 1636 | loss: 0.0312338 | val_loss: 0.0312304 | Time: 2228.05 ms
[2022-02-03 06:50:12 main:574] : INFO : Epoch 1637 | loss: 0.0312325 | val_loss: 0.0312294 | Time: 2219.61 ms
[2022-02-03 06:50:14 main:574] : INFO : Epoch 1638 | loss: 0.031235 | val_loss: 0.0312312 | Time: 2194.77 ms
[2022-02-03 06:50:17 main:574] : INFO : Epoch 1639 | loss: 0.0312342 | val_loss: 0.0312289 | Time: 2302.03 ms
[2022-02-03 06:50:19 main:574] : INFO : Epoch 1640 | loss: 0.0312315 | val_loss: 0.031231 | Time: 2301.27 ms
[2022-02-03 06:50:21 main:574] : INFO : Epoch 1641 | loss: 0.0312315 | val_loss: 0.0312297 | Time: 2161.84 ms
[2022-02-03 06:50:23 main:574] : INFO : Epoch 1642 | loss: 0.0312352 | val_loss: 0.0312291 | Time: 2152.85 ms
[2022-02-03 06:50:25 main:574] : INFO : Epoch 1643 | loss: 0.031232 | val_loss: 0.0312303 | Time: 2155.85 ms
[2022-02-03 06:50:28 main:574] : INFO : Epoch 1644 | loss: 0.0312318 | val_loss: 0.031228 | Time: 2180.67 ms
[2022-02-03 06:50:30 main:574] : INFO : Epoch 1645 | loss: 0.0312314 | val_loss: 0.0312274 | Time: 2174.95 ms
[2022-02-03 06:50:32 main:574] : INFO : Epoch 1646 | loss: 0.0312357 | val_loss: 0.0312319 | Time: 2142.1 ms
[2022-02-03 06:50:34 main:574] : INFO : Epoch 1647 | loss: 0.0312327 | val_loss: 0.0312272 | Time: 2142.63 ms
[2022-02-03 06:50:36 main:574] : INFO : Epoch 1648 | loss: 0.0312309 | val_loss: 0.0312268 | Time: 2150.9 ms
[2022-02-03 06:50:38 main:574] : INFO : Epoch 1649 | loss: 0.0312328 | val_loss: 0.0312319 | Time: 2172.26 ms
[2022-02-03 06:50:41 main:574] : INFO : Epoch 1650 | loss: 0.0312368 | val_loss: 0.0312296 | Time: 2175.75 ms
[2022-02-03 06:50:43 main:574] : INFO : Epoch 1651 | loss: 0.0312321 | val_loss: 0.0312289 | Time: 2153.62 ms
[2022-02-03 06:50:45 main:574] : INFO : Epoch 1652 | loss: 0.0312332 | val_loss: 0.0312303 | Time: 2144.77 ms
[2022-02-03 06:50:47 main:574] : INFO : Epoch 1653 | loss: 0.0312338 | val_loss: 0.031229 | Time: 2170.44 ms
[2022-02-03 06:50:49 main:574] : INFO : Epoch 1654 | loss: 0.031232 | val_loss: 0.0312311 | Time: 2149.45 ms
[2022-02-03 06:50:52 main:574] : INFO : Epoch 1655 | loss: 0.0312334 | val_loss: 0.0312312 | Time: 2195.8 ms
[2022-02-03 06:50:54 main:574] : INFO : Epoch 1656 | loss: 0.0312317 | val_loss: 0.0312312 | Time: 2162.65 ms
[2022-02-03 06:50:56 main:574] : INFO : Epoch 1657 | loss: 0.0312327 | val_loss: 0.031228 | Time: 2142.91 ms
[2022-02-03 06:50:58 main:574] : INFO : Epoch 1658 | loss: 0.0312319 | val_loss: 0.0312285 | Time: 2153.42 ms
[2022-02-03 06:51:00 main:574] : INFO : Epoch 1659 | loss: 0.0312318 | val_loss: 0.0312356 | Time: 2158.53 ms
[2022-02-03 06:51:02 main:574] : INFO : Epoch 1660 | loss: 0.0312366 | val_loss: 0.0312415 | Time: 2197.66 ms
[2022-02-03 06:51:05 main:574] : INFO : Epoch 1661 | loss: 0.0312353 | val_loss: 0.0312284 | Time: 2152.44 ms
[2022-02-03 06:51:07 main:574] : INFO : Epoch 1662 | loss: 0.0312335 | val_loss: 0.0312301 | Time: 2179.75 ms
[2022-02-03 06:51:09 main:574] : INFO : Epoch 1663 | loss: 0.0312321 | val_loss: 0.0312289 | Time: 2156.61 ms
[2022-02-03 06:51:11 main:574] : INFO : Epoch 1664 | loss: 0.0312327 | val_loss: 0.0312314 | Time: 2165.75 ms
[2022-02-03 06:51:13 main:574] : INFO : Epoch 1665 | loss: 0.0312325 | val_loss: 0.031228 | Time: 2167.7 ms
[2022-02-03 06:51:15 main:574] : INFO : Epoch 1666 | loss: 0.0312339 | val_loss: 0.0312309 | Time: 2146.37 ms
[2022-02-03 06:51:18 main:574] : INFO : Epoch 1667 | loss: 0.0312371 | val_loss: 0.0312299 | Time: 2164.57 ms
[2022-02-03 06:51:20 main:574] : INFO : Epoch 1668 | loss: 0.0312356 | val_loss: 0.0312298 | Time: 2179.01 ms
[2022-02-03 06:51:22 main:574] : INFO : Epoch 1669 | loss: 0.0312334 | val_loss: 0.0312294 | Time: 2201.03 ms
[2022-02-03 06:51:24 main:574] : INFO : Epoch 1670 | loss: 0.0312412 | val_loss: 0.0312373 | Time: 2146.92 ms
[2022-02-03 06:51:26 main:574] : INFO : Epoch 1671 | loss: 0.0312361 | val_loss: 0.0312374 | Time: 2160.06 ms
[2022-02-03 06:51:29 main:574] : INFO : Epoch 1672 | loss: 0.031234 | val_loss: 0.031227 | Time: 2233.92 ms
[2022-02-03 06:51:31 main:574] : INFO : Epoch 1673 | loss: 0.0312328 | val_loss: 0.0312369 | Time: 2156 ms
[2022-02-03 06:51:33 main:574] : INFO : Epoch 1674 | loss: 0.0312359 | val_loss: 0.031231 | Time: 2223.28 ms
[2022-02-03 06:51:35 main:574] : INFO : Epoch 1675 | loss: 0.0312323 | val_loss: 0.0312308 | Time: 2143.41 ms
[2022-02-03 06:51:37 main:574] : INFO : Epoch 1676 | loss: 0.0312331 | val_loss: 0.0312288 | Time: 2164.4 ms
[2022-02-03 06:51:40 main:574] : INFO : Epoch 1677 | loss: 0.0312322 | val_loss: 0.0312275 | Time: 2212.27 ms
[2022-02-03 06:51:42 main:574] : INFO : Epoch 1678 | loss: 0.0312366 | val_loss: 0.0312445 | Time: 2241.33 ms
[2022-02-03 06:51:44 main:574] : INFO : Epoch 1679 | loss: 0.031235 | val_loss: 0.0312272 | Time: 2202.72 ms
[2022-02-03 06:51:46 main:574] : INFO : Epoch 1680 | loss: 0.0312335 | val_loss: 0.0312371 | Time: 2204.04 ms
[2022-02-03 06:51:48 main:574] : INFO : Epoch 1681 | loss: 0.0312362 | val_loss: 0.0312308 | Time: 2235.52 ms
[2022-02-03 06:51:51 main:574] : INFO : Epoch 1682 | loss: 0.031233 | val_loss: 0.0312371 | Time: 2303.67 ms
[2022-02-03 06:51:53 main:574] : INFO : Epoch 1683 | loss: 0.0312372 | val_loss: 0.0312331 | Time: 2237.45 ms
[2022-02-03 06:51:55 main:574] : INFO : Epoch 1684 | loss: 0.0312355 | val_loss: 0.0312337 | Time: 2270.99 ms
[2022-02-03 06:51:58 main:574] : INFO : Epoch 1685 | loss: 0.0312371 | val_loss: 0.0312303 | Time: 2353.79 ms
[2022-02-03 06:52:00 main:574] : INFO : Epoch 1686 | loss: 0.0312327 | val_loss: 0.0312356 | Time: 2250.27 ms
[2022-02-03 06:52:02 main:574] : INFO : Epoch 1687 | loss: 0.0312379 | val_loss: 0.0312275 | Time: 2191.28 ms
[2022-02-03 06:52:04 main:574] : INFO : Epoch 1688 | loss: 0.0312333 | val_loss: 0.0312297 | Time: 2133.91 ms
[2022-02-03 06:52:06 main:574] : INFO : Epoch 1689 | loss: 0.0312329 | val_loss: 0.0312285 | Time: 2140.11 ms
[2022-02-03 06:52:09 main:574] : INFO : Epoch 1690 | loss: 0.0312321 | val_loss: 0.0312291 | Time: 2144.77 ms
[2022-02-03 06:52:11 main:574] : INFO : Epoch 1691 | loss: 0.0312325 | val_loss: 0.0312372 | Time: 2145.35 ms
[2022-02-03 06:52:13 main:574] : INFO : Epoch 1692 | loss: 0.0312347 | val_loss: 0.0312339 | Time: 2138.21 ms
[2022-02-03 06:52:15 main:574] : INFO : Epoch 1693 | loss: 0.0312361 | val_loss: 0.0312519 | Time: 2140.58 ms
[2022-02-03 06:52:17 main:574] : INFO : Epoch 1694 | loss: 0.0312381 | val_loss: 0.0312276 | Time: 2128.55 ms
[2022-02-03 06:52:19 main:574] : INFO : Epoch 1695 | loss: 0.0312326 | val_loss: 0.0312288 | Time: 2134.86 ms
[2022-02-03 06:52:21 main:574] : INFO : Epoch 1696 | loss: 0.0312332 | val_loss: 0.0312291 | Time: 2138.23 ms
[2022-02-03 06:52:24 main:574] : INFO : Epoch 1697 | loss: 0.0312321 | val_loss: 0.0312269 | Time: 2137.88 ms
[2022-02-03 06:52:26 main:574] : INFO : Epoch 1698 | loss: 0.0312324 | val_loss: 0.0312295 | Time: 2176.14 ms
[2022-02-03 06:52:28 main:574] : INFO : Epoch 1699 | loss: 0.0312308 | val_loss: 0.0312277 | Time: 2191.69 ms
[2022-02-03 06:52:30 main:574] : INFO : Epoch 1700 | loss: 0.0312323 | val_loss: 0.03123 | Time: 2166.47 ms
[2022-02-03 06:52:32 main:574] : INFO : Epoch 1701 | loss: 0.0312333 | val_loss: 0.0312273 | Time: 2143.59 ms
[2022-02-03 06:52:34 main:574] : INFO : Epoch 1702 | loss: 0.0312317 | val_loss: 0.0312347 | Time: 2138.43 ms
[2022-02-03 06:52:37 main:574] : INFO : Epoch 1703 | loss: 0.0312333 | val_loss: 0.0312278 | Time: 2137.05 ms
[2022-02-03 06:52:39 main:574] : INFO : Epoch 1704 | loss: 0.0312317 | val_loss: 0.0312276 | Time: 2158.78 ms
[2022-02-03 06:52:41 main:574] : INFO : Epoch 1705 | loss: 0.0312323 | val_loss: 0.0312352 | Time: 2137.47 ms
[2022-02-03 06:52:43 main:574] : INFO : Epoch 1706 | loss: 0.0312327 | val_loss: 0.0312274 | Time: 2133.29 ms
[2022-02-03 06:52:45 main:574] : INFO : Epoch 1707 | loss: 0.0312324 | val_loss: 0.0312283 | Time: 2145.9 ms
[2022-02-03 06:52:47 main:574] : INFO : Epoch 1708 | loss: 0.0312326 | val_loss: 0.0312332 | Time: 2141.11 ms
[2022-02-03 06:52:49 main:574] : INFO : Epoch 1709 | loss: 0.0312368 | val_loss: 0.0312321 | Time: 2138.74 ms
[2022-02-03 06:52:52 main:574] : INFO : Epoch 1710 | loss: 0.0312324 | val_loss: 0.0312281 | Time: 2136.13 ms
[2022-02-03 06:52:54 main:574] : INFO : Epoch 1711 | loss: 0.0312334 | val_loss: 0.031229 | Time: 2142.92 ms
[2022-02-03 06:52:56 main:574] : INFO : Epoch 1712 | loss: 0.0312333 | val_loss: 0.0312333 | Time: 2143.7 ms
[2022-02-03 06:52:58 main:574] : INFO : Epoch 1713 | loss: 0.0312339 | val_loss: 0.0312323 | Time: 2139.85 ms
[2022-02-03 06:53:00 main:574] : INFO : Epoch 1714 | loss: 0.0312328 | val_loss: 0.0312277 | Time: 2143.82 ms
[2022-02-03 06:53:02 main:574] : INFO : Epoch 1715 | loss: 0.0312312 | val_loss: 0.031231 | Time: 2139.54 ms
[2022-02-03 06:53:04 main:574] : INFO : Epoch 1716 | loss: 0.0312362 | val_loss: 0.0312307 | Time: 2143.71 ms
[2022-02-03 06:53:07 main:574] : INFO : Epoch 1717 | loss: 0.0312368 | val_loss: 0.0312384 | Time: 2165.41 ms
[2022-02-03 06:53:09 main:574] : INFO : Epoch 1718 | loss: 0.0312351 | val_loss: 0.0312277 | Time: 2155.12 ms
[2022-02-03 06:53:11 main:574] : INFO : Epoch 1719 | loss: 0.0312334 | val_loss: 0.0312298 | Time: 2143.25 ms
[2022-02-03 06:53:13 main:574] : INFO : Epoch 1720 | loss: 0.0312318 | val_loss: 0.0312284 | Time: 2133.51 ms
[2022-02-03 06:53:15 main:574] : INFO : Epoch 1721 | loss: 0.0312316 | val_loss: 0.0312287 | Time: 2142.87 ms
[2022-02-03 06:53:17 main:574] : INFO : Epoch 1722 | loss: 0.031234 | val_loss: 0.0312337 | Time: 2138.98 ms
[2022-02-03 06:53:19 main:574] : INFO : Epoch 1723 | loss: 0.0312362 | val_loss: 0.0312366 | Time: 2146.05 ms
[2022-02-03 06:53:22 main:574] : INFO : Epoch 1724 | loss: 0.0312369 | val_loss: 0.0312301 | Time: 2139.72 ms
[2022-02-03 06:53:24 main:574] : INFO : Epoch 1725 | loss: 0.031231 | val_loss: 0.0312278 | Time: 2145.44 ms
[2022-02-03 06:53:26 main:574] : INFO : Epoch 1726 | loss: 0.0312313 | val_loss: 0.0312305 | Time: 2140.97 ms
[2022-02-03 06:53:28 main:574] : INFO : Epoch 1727 | loss: 0.0312317 | val_loss: 0.0312324 | Time: 2146.09 ms
[2022-02-03 06:53:30 main:574] : INFO : Epoch 1728 | loss: 0.0312325 | val_loss: 0.0312272 | Time: 2173.55 ms
[2022-02-03 06:53:32 main:574] : INFO : Epoch 1729 | loss: 0.0312347 | val_loss: 0.0312409 | Time: 2137.57 ms
[2022-02-03 06:53:35 main:574] : INFO : Epoch 1730 | loss: 0.0312357 | val_loss: 0.0312276 | Time: 2142.01 ms
[2022-02-03 06:53:37 main:574] : INFO : Epoch 1731 | loss: 0.0312326 | val_loss: 0.0312346 | Time: 2147.56 ms
[2022-02-03 06:53:39 main:574] : INFO : Epoch 1732 | loss: 0.0312314 | val_loss: 0.0312279 | Time: 2135.51 ms
[2022-02-03 06:53:41 main:574] : INFO : Epoch 1733 | loss: 0.0312316 | val_loss: 0.0312269 | Time: 2139.63 ms
[2022-02-03 06:53:43 main:574] : INFO : Epoch 1734 | loss: 0.0312321 | val_loss: 0.0312289 | Time: 2130.27 ms
[2022-02-03 06:53:45 main:574] : INFO : Epoch 1735 | loss: 0.0312324 | val_loss: 0.0312288 | Time: 2141.66 ms
[2022-02-03 06:53:47 main:574] : INFO : Epoch 1736 | loss: 0.0312327 | val_loss: 0.0312276 | Time: 2139.89 ms
[2022-02-03 06:53:50 main:574] : INFO : Epoch 1737 | loss: 0.0312346 | val_loss: 0.0312365 | Time: 2140.59 ms
[2022-02-03 06:53:52 main:574] : INFO : Epoch 1738 | loss: 0.0312326 | val_loss: 0.031231 | Time: 2152.63 ms
[2022-02-03 06:53:54 main:574] : INFO : Epoch 1739 | loss: 0.0312334 | val_loss: 0.0312292 | Time: 2135.08 ms
[2022-02-03 06:53:56 main:574] : INFO : Epoch 1740 | loss: 0.0312324 | val_loss: 0.0312302 | Time: 2138.37 ms
[2022-02-03 06:53:58 main:574] : INFO : Epoch 1741 | loss: 0.0312319 | val_loss: 0.0312291 | Time: 2141.95 ms
[2022-02-03 06:54:00 main:574] : INFO : Epoch 1742 | loss: 0.0312314 | val_loss: 0.0312354 | Time: 2141.5 ms
[2022-02-03 06:54:02 main:574] : INFO : Epoch 1743 | loss: 0.0312416 | val_loss: 0.0312304 | Time: 2140.08 ms
[2022-02-03 06:54:05 main:574] : INFO : Epoch 1744 | loss: 0.031238 | val_loss: 0.0312374 | Time: 2151.84 ms
[2022-02-03 06:54:07 main:574] : INFO : Epoch 1745 | loss: 0.0312401 | val_loss: 0.0312308 | Time: 2140.04 ms
[2022-02-03 06:54:09 main:574] : INFO : Epoch 1746 | loss: 0.0312346 | val_loss: 0.0312305 | Time: 2137.31 ms
[2022-02-03 06:54:11 main:574] : INFO : Epoch 1747 | loss: 0.0312322 | val_loss: 0.0312284 | Time: 2135.66 ms
[2022-02-03 06:54:13 main:574] : INFO : Epoch 1748 | loss: 0.0312345 | val_loss: 0.0312287 | Time: 2134.49 ms
[2022-02-03 06:54:15 main:574] : INFO : Epoch 1749 | loss: 0.031233 | val_loss: 0.0312513 | Time: 2135.72 ms
[2022-02-03 06:54:17 main:574] : INFO : Epoch 1750 | loss: 0.0312381 | val_loss: 0.0312422 | Time: 2135.63 ms
[2022-02-03 06:54:20 main:574] : INFO : Epoch 1751 | loss: 0.031237 | val_loss: 0.0312366 | Time: 2133.73 ms
[2022-02-03 06:54:22 main:574] : INFO : Epoch 1752 | loss: 0.0312363 | val_loss: 0.0312334 | Time: 2154.75 ms
[2022-02-03 06:54:24 main:574] : INFO : Epoch 1753 | loss: 0.0312336 | val_loss: 0.0312293 | Time: 2140.39 ms
[2022-02-03 06:54:26 main:574] : INFO : Epoch 1754 | loss: 0.0312331 | val_loss: 0.0312294 | Time: 2135.62 ms
[2022-02-03 06:54:28 main:574] : INFO : Epoch 1755 | loss: 0.0312317 | val_loss: 0.0312276 | Time: 2140.94 ms
[2022-02-03 06:54:30 main:574] : INFO : Epoch 1756 | loss: 0.0312353 | val_loss: 0.0312338 | Time: 2148.72 ms
[2022-02-03 06:54:32 main:574] : INFO : Epoch 1757 | loss: 0.0312345 | val_loss: 0.0312314 | Time: 2137.01 ms
[2022-02-03 06:54:35 main:574] : INFO : Epoch 1758 | loss: 0.0312333 | val_loss: 0.0312304 | Time: 2133.19 ms
[2022-02-03 06:54:37 main:574] : INFO : Epoch 1759 | loss: 0.0312332 | val_loss: 0.0312323 | Time: 2158.49 ms
[2022-02-03 06:54:39 main:574] : INFO : Epoch 1760 | loss: 0.0312341 | val_loss: 0.0312296 | Time: 2137 ms
[2022-02-03 06:54:41 main:574] : INFO : Epoch 1761 | loss: 0.0312324 | val_loss: 0.0312275 | Time: 2143.45 ms
[2022-02-03 06:54:43 main:574] : INFO : Epoch 1762 | loss: 0.0312321 | val_loss: 0.0312281 | Time: 2141.72 ms
[2022-02-03 06:54:45 main:574] : INFO : Epoch 1763 | loss: 0.031231 | val_loss: 0.0312272 | Time: 2142.64 ms
[2022-02-03 06:54:48 main:574] : INFO : Epoch 1764 | loss: 0.0312336 | val_loss: 0.0312297 | Time: 2146.22 ms
[2022-02-03 06:54:50 main:574] : INFO : Epoch 1765 | loss: 0.0312334 | val_loss: 0.0312286 | Time: 2143.33 ms
[2022-02-03 06:54:52 main:574] : INFO : Epoch 1766 | loss: 0.0312341 | val_loss: 0.0312378 | Time: 2138.38 ms
[2022-02-03 06:54:54 main:574] : INFO : Epoch 1767 | loss: 0.0312367 | val_loss: 0.0312309 | Time: 2134.64 ms
[2022-02-03 06:54:56 main:574] : INFO : Epoch 1768 | loss: 0.0312404 | val_loss: 0.0312391 | Time: 2136.57 ms
[2022-02-03 06:54:58 main:574] : INFO : Epoch 1769 | loss: 0.0312348 | val_loss: 0.0312276 | Time: 2141.18 ms
[2022-02-03 06:55:00 main:574] : INFO : Epoch 1770 | loss: 0.0312318 | val_loss: 0.0312392 | Time: 2144.56 ms
[2022-02-03 06:55:03 main:574] : INFO : Epoch 1771 | loss: 0.0312372 | val_loss: 0.03123 | Time: 2138.15 ms
[2022-02-03 06:55:05 main:574] : INFO : Epoch 1772 | loss: 0.0312366 | val_loss: 0.0312353 | Time: 2143.69 ms
[2022-02-03 06:55:07 main:574] : INFO : Epoch 1773 | loss: 0.0312326 | val_loss: 0.0312282 | Time: 2141.69 ms
[2022-02-03 06:55:09 main:574] : INFO : Epoch 1774 | loss: 0.0312304 | val_loss: 0.0312316 | Time: 2130.68 ms
[2022-02-03 06:55:11 main:574] : INFO : Epoch 1775 | loss: 0.0312341 | val_loss: 0.0312282 | Time: 2140.51 ms
[2022-02-03 06:55:13 main:574] : INFO : Epoch 1776 | loss: 0.031234 | val_loss: 0.0312334 | Time: 2144.83 ms
[2022-02-03 06:55:15 main:574] : INFO : Epoch 1777 | loss: 0.031238 | val_loss: 0.0312313 | Time: 2147.12 ms
[2022-02-03 06:55:18 main:574] : INFO : Epoch 1778 | loss: 0.0312315 | val_loss: 0.031227 | Time: 2147.27 ms
[2022-02-03 06:55:20 main:574] : INFO : Epoch 1779 | loss: 0.0312332 | val_loss: 0.0312302 | Time: 2157.98 ms
[2022-02-03 06:55:22 main:574] : INFO : Epoch 1780 | loss: 0.0312312 | val_loss: 0.0312267 | Time: 2142.45 ms
[2022-02-03 06:55:24 main:574] : INFO : Epoch 1781 | loss: 0.0312323 | val_loss: 0.03123 | Time: 2143.71 ms
[2022-02-03 06:55:26 main:574] : INFO : Epoch 1782 | loss: 0.0312323 | val_loss: 0.0312283 | Time: 2136.71 ms
[2022-02-03 06:55:28 main:574] : INFO : Epoch 1783 | loss: 0.0312351 | val_loss: 0.0312431 | Time: 2200.78 ms
[2022-02-03 06:55:31 main:574] : INFO : Epoch 1784 | loss: 0.0312387 | val_loss: 0.0312306 | Time: 2139.53 ms
[2022-02-03 06:55:33 main:574] : INFO : Epoch 1785 | loss: 0.0312338 | val_loss: 0.031228 | Time: 2139.06 ms
[2022-02-03 06:55:35 main:574] : INFO : Epoch 1786 | loss: 0.0312328 | val_loss: 0.0312272 | Time: 2141.35 ms
[2022-02-03 06:55:37 main:574] : INFO : Epoch 1787 | loss: 0.0312339 | val_loss: 0.0312304 | Time: 2142.12 ms
[2022-02-03 06:55:39 main:574] : INFO : Epoch 1788 | loss: 0.0312359 | val_loss: 0.0312298 | Time: 2137.38 ms
[2022-02-03 06:55:41 main:574] : INFO : Epoch 1789 | loss: 0.0312368 | val_loss: 0.0312319 | Time: 2137.52 ms
[2022-02-03 06:55:43 main:574] : INFO : Epoch 1790 | loss: 0.0312387 | val_loss: 0.0312305 | Time: 2135.18 ms
[2022-02-03 06:55:46 main:574] : INFO : Epoch 1791 | loss: 0.0312323 | val_loss: 0.0312293 | Time: 2135.27 ms
[2022-02-03 06:55:48 main:574] : INFO : Epoch 1792 | loss: 0.031231 | val_loss: 0.0312289 | Time: 2138.55 ms
[2022-02-03 06:55:50 main:574] : INFO : Epoch 1793 | loss: 0.0312332 | val_loss: 0.0312286 | Time: 2134.7 ms
[2022-02-03 06:55:52 main:574] : INFO : Epoch 1794 | loss: 0.0312364 | val_loss: 0.0312345 | Time: 2146.5 ms
[2022-02-03 06:55:54 main:574] : INFO : Epoch 1795 | loss: 0.0312337 | val_loss: 0.0312277 | Time: 2138.08 ms
[2022-02-03 06:55:56 main:574] : INFO : Epoch 1796 | loss: 0.031231 | val_loss: 0.0312285 | Time: 2138.09 ms
[2022-02-03 06:55:58 main:574] : INFO : Epoch 1797 | loss: 0.0312345 | val_loss: 0.0312302 | Time: 2139.17 ms
[2022-02-03 06:56:01 main:574] : INFO : Epoch 1798 | loss: 0.0312361 | val_loss: 0.0312332 | Time: 2151.48 ms
[2022-02-03 06:56:03 main:574] : INFO : Epoch 1799 | loss: 0.0312309 | val_loss: 0.0312274 | Time: 2160.93 ms
[2022-02-03 06:56:05 main:574] : INFO : Epoch 1800 | loss: 0.0312318 | val_loss: 0.0312293 | Time: 2138.22 ms
[2022-02-03 06:56:07 main:574] : INFO : Epoch 1801 | loss: 0.0312347 | val_loss: 0.0312324 | Time: 2141.44 ms
[2022-02-03 06:56:09 main:574] : INFO : Epoch 1802 | loss: 0.031235 | val_loss: 0.0312312 | Time: 2139.2 ms
[2022-02-03 06:56:11 main:574] : INFO : Epoch 1803 | loss: 0.0312328 | val_loss: 0.0312331 | Time: 2135.11 ms
[2022-02-03 06:56:13 main:574] : INFO : Epoch 1804 | loss: 0.0312346 | val_loss: 0.0312323 | Time: 2142.52 ms
[2022-02-03 06:56:16 main:574] : INFO : Epoch 1805 | loss: 0.0312332 | val_loss: 0.03123 | Time: 2152.46 ms
[2022-02-03 06:56:18 main:574] : INFO : Epoch 1806 | loss: 0.0312316 | val_loss: 0.0312275 | Time: 2144.72 ms
[2022-02-03 06:56:20 main:574] : INFO : Epoch 1807 | loss: 0.0312317 | val_loss: 0.0312276 | Time: 2143.65 ms
[2022-02-03 06:56:22 main:574] : INFO : Epoch 1808 | loss: 0.0312315 | val_loss: 0.031229 | Time: 2143.02 ms
[2022-02-03 06:56:24 main:574] : INFO : Epoch 1809 | loss: 0.031232 | val_loss: 0.0312272 | Time: 2140.04 ms
[2022-02-03 06:56:26 main:574] : INFO : Epoch 1810 | loss: 0.0312334 | val_loss: 0.0312323 | Time: 2205.1 ms
[2022-02-03 06:56:29 main:574] : INFO : Epoch 1811 | loss: 0.0312346 | val_loss: 0.0312352 | Time: 2224.45 ms
[2022-02-03 06:56:31 main:574] : INFO : Epoch 1812 | loss: 0.0312375 | val_loss: 0.0312304 | Time: 2142.85 ms
[2022-02-03 06:56:33 main:574] : INFO : Epoch 1813 | loss: 0.0312323 | val_loss: 0.0312274 | Time: 2137.86 ms
[2022-02-03 06:56:35 main:574] : INFO : Epoch 1814 | loss: 0.0312422 | val_loss: 0.0312361 | Time: 2145.97 ms
[2022-02-03 06:56:37 main:574] : INFO : Epoch 1815 | loss: 0.031234 | val_loss: 0.0312287 | Time: 2143.4 ms
[2022-02-03 06:56:39 main:574] : INFO : Epoch 1816 | loss: 0.0312313 | val_loss: 0.0312277 | Time: 2138.29 ms
[2022-02-03 06:56:42 main:574] : INFO : Epoch 1817 | loss: 0.0312327 | val_loss: 0.0312313 | Time: 2137.09 ms
[2022-02-03 06:56:44 main:574] : INFO : Epoch 1818 | loss: 0.0312324 | val_loss: 0.0312285 | Time: 2154.6 ms
[2022-02-03 06:56:46 main:574] : INFO : Epoch 1819 | loss: 0.0312326 | val_loss: 0.0312375 | Time: 2138.83 ms
[2022-02-03 06:56:48 main:574] : INFO : Epoch 1820 | loss: 0.0312387 | val_loss: 0.0312391 | Time: 2139.59 ms
[2022-02-03 06:56:50 main:574] : INFO : Epoch 1821 | loss: 0.0312358 | val_loss: 0.0312307 | Time: 2143.2 ms
[2022-02-03 06:56:52 main:574] : INFO : Epoch 1822 | loss: 0.0312347 | val_loss: 0.0312291 | Time: 2136.26 ms
[2022-02-03 06:56:55 main:574] : INFO : Epoch 1823 | loss: 0.0312324 | val_loss: 0.0312285 | Time: 2356.7 ms
[2022-02-03 06:56:57 main:574] : INFO : Epoch 1824 | loss: 0.0312337 | val_loss: 0.031228 | Time: 2131.91 ms
[2022-02-03 06:56:59 main:574] : INFO : Epoch 1825 | loss: 0.0312333 | val_loss: 0.0312286 | Time: 2136.36 ms
[2022-02-03 06:57:01 main:574] : INFO : Epoch 1826 | loss: 0.0312335 | val_loss: 0.0312279 | Time: 2139.81 ms
[2022-02-03 06:57:03 main:574] : INFO : Epoch 1827 | loss: 0.0312337 | val_loss: 0.0312349 | Time: 2137.7 ms
[2022-02-03 06:57:05 main:574] : INFO : Epoch 1828 | loss: 0.0312354 | val_loss: 0.0312291 | Time: 2138.22 ms
[2022-02-03 06:57:08 main:574] : INFO : Epoch 1829 | loss: 0.0312312 | val_loss: 0.0312286 | Time: 2145.42 ms
[2022-02-03 06:57:10 main:574] : INFO : Epoch 1830 | loss: 0.031231 | val_loss: 0.0312275 | Time: 2140.52 ms
[2022-02-03 06:57:12 main:574] : INFO : Epoch 1831 | loss: 0.0312317 | val_loss: 0.0312275 | Time: 2136.77 ms
[2022-02-03 06:57:14 main:574] : INFO : Epoch 1832 | loss: 0.0312312 | val_loss: 0.031227 | Time: 2139.35 ms
[2022-02-03 06:57:16 main:574] : INFO : Epoch 1833 | loss: 0.0312343 | val_loss: 0.0312321 | Time: 2147.98 ms
[2022-02-03 06:57:18 main:574] : INFO : Epoch 1834 | loss: 0.0312325 | val_loss: 0.0312296 | Time: 2137.26 ms
[2022-02-03 06:57:20 main:574] : INFO : Epoch 1835 | loss: 0.0312312 | val_loss: 0.0312296 | Time: 2136.56 ms
[2022-02-03 06:57:23 main:574] : INFO : Epoch 1836 | loss: 0.0312307 | val_loss: 0.0312279 | Time: 2135.65 ms
[2022-02-03 06:57:25 main:574] : INFO : Epoch 1837 | loss: 0.0312344 | val_loss: 0.0312302 | Time: 2157.2 ms
[2022-02-03 06:57:27 main:574] : INFO : Epoch 1838 | loss: 0.0312368 | val_loss: 0.0312291 | Time: 2178.32 ms
[2022-02-03 06:57:29 main:574] : INFO : Epoch 1839 | loss: 0.0312326 | val_loss: 0.0312287 | Time: 2157.56 ms
[2022-02-03 06:57:31 main:574] : INFO : Epoch 1840 | loss: 0.0312315 | val_loss: 0.0312295 | Time: 2140.65 ms
[2022-02-03 06:57:33 main:574] : INFO : Epoch 1841 | loss: 0.0312321 | val_loss: 0.0312281 | Time: 2142.32 ms
[2022-02-03 06:57:36 main:574] : INFO : Epoch 1842 | loss: 0.0312345 | val_loss: 0.0312298 | Time: 2139.05 ms
[2022-02-03 06:57:38 main:574] : INFO : Epoch 1843 | loss: 0.0312313 | val_loss: 0.0312268 | Time: 2154.47 ms
[2022-02-03 06:57:40 main:574] : INFO : Epoch 1844 | loss: 0.031232 | val_loss: 0.0312302 | Time: 2147.02 ms
[2022-02-03 06:57:42 main:574] : INFO : Epoch 1845 | loss: 0.0312332 | val_loss: 0.0312317 | Time: 2140.34 ms
[2022-02-03 06:57:44 main:574] : INFO : Epoch 1846 | loss: 0.0312338 | val_loss: 0.0312277 | Time: 2143.63 ms
[2022-02-03 06:57:46 main:574] : INFO : Epoch 1847 | loss: 0.0312329 | val_loss: 0.0312299 | Time: 2142.13 ms
[2022-02-03 06:57:48 main:574] : INFO : Epoch 1848 | loss: 0.0312334 | val_loss: 0.0312299 | Time: 2135.66 ms
[2022-02-03 06:57:51 main:574] : INFO : Epoch 1849 | loss: 0.0312348 | val_loss: 0.0312294 | Time: 2149.23 ms
[2022-02-03 06:57:53 main:574] : INFO : Epoch 1850 | loss: 0.0312348 | val_loss: 0.0312287 | Time: 2133.14 ms
[2022-02-03 06:57:55 main:574] : INFO : Epoch 1851 | loss: 0.0312321 | val_loss: 0.0312302 | Time: 2140.47 ms
[2022-02-03 06:57:57 main:574] : INFO : Epoch 1852 | loss: 0.0312332 | val_loss: 0.0312285 | Time: 2134.1 ms
[2022-02-03 06:57:59 main:574] : INFO : Epoch 1853 | loss: 0.0312351 | val_loss: 0.0312424 | Time: 2142.75 ms
[2022-02-03 06:58:01 main:574] : INFO : Epoch 1854 | loss: 0.0312377 | val_loss: 0.0312282 | Time: 2134.19 ms
[2022-02-03 06:58:04 main:574] : INFO : Epoch 1855 | loss: 0.0312327 | val_loss: 0.0312282 | Time: 2150.05 ms
[2022-02-03 06:58:06 main:574] : INFO : Epoch 1856 | loss: 0.0312332 | val_loss: 0.0312328 | Time: 2145.09 ms
[2022-02-03 06:58:08 main:574] : INFO : Epoch 1857 | loss: 0.031234 | val_loss: 0.0312284 | Time: 2143.86 ms
[2022-02-03 06:58:10 main:574] : INFO : Epoch 1858 | loss: 0.0312317 | val_loss: 0.0312297 | Time: 2128.82 ms
[2022-02-03 06:58:12 main:574] : INFO : Epoch 1859 | loss: 0.0312315 | val_loss: 0.0312321 | Time: 2134.4 ms
[2022-02-03 06:58:14 main:574] : INFO : Epoch 1860 | loss: 0.0312316 | val_loss: 0.0312293 | Time: 2132.77 ms
[2022-02-03 06:58:16 main:574] : INFO : Epoch 1861 | loss: 0.0312314 | val_loss: 0.0312271 | Time: 2140.29 ms
[2022-02-03 06:58:18 main:574] : INFO : Epoch 1862 | loss: 0.031231 | val_loss: 0.0312278 | Time: 2147.76 ms
[2022-02-03 06:58:21 main:574] : INFO : Epoch 1863 | loss: 0.0312317 | val_loss: 0.0312274 | Time: 2138 ms
[2022-02-03 06:58:23 main:574] : INFO : Epoch 1864 | loss: 0.0312368 | val_loss: 0.0312327 | Time: 2140.1 ms
[2022-02-03 06:58:25 main:574] : INFO : Epoch 1865 | loss: 0.0312331 | val_loss: 0.0312302 | Time: 2141.67 ms
[2022-02-03 06:58:27 main:574] : INFO : Epoch 1866 | loss: 0.0312352 | val_loss: 0.0312292 | Time: 2185.91 ms
[2022-02-03 06:58:29 main:574] : INFO : Epoch 1867 | loss: 0.0312334 | val_loss: 0.0312311 | Time: 2190.68 ms
[2022-02-03 06:58:31 main:574] : INFO : Epoch 1868 | loss: 0.0312359 | val_loss: 0.031238 | Time: 2136.89 ms
[2022-02-03 06:58:34 main:574] : INFO : Epoch 1869 | loss: 0.0312325 | val_loss: 0.0312296 | Time: 2140.3 ms
[2022-02-03 06:58:36 main:574] : INFO : Epoch 1870 | loss: 0.0312337 | val_loss: 0.0312312 | Time: 2133.03 ms
[2022-02-03 06:58:38 main:574] : INFO : Epoch 1871 | loss: 0.0312312 | val_loss: 0.0312279 | Time: 2138.4 ms
[2022-02-03 06:58:40 main:574] : INFO : Epoch 1872 | loss: 0.0312308 | val_loss: 0.0312286 | Time: 2136.48 ms
[2022-02-03 06:58:42 main:574] : INFO : Epoch 1873 | loss: 0.0312324 | val_loss: 0.0312277 | Time: 2155.5 ms
[2022-02-03 06:58:44 main:574] : INFO : Epoch 1874 | loss: 0.0312323 | val_loss: 0.0312286 | Time: 2138.27 ms
[2022-02-03 06:58:47 main:574] : INFO : Epoch 1875 | loss: 0.0312336 | val_loss: 0.0312281 | Time: 2134.27 ms
[2022-02-03 06:58:49 main:574] : INFO : Epoch 1876 | loss: 0.031235 | val_loss: 0.0312286 | Time: 2142.15 ms
[2022-02-03 06:58:51 main:574] : INFO : Epoch 1877 | loss: 0.031232 | val_loss: 0.0312338 | Time: 2141.24 ms
[2022-02-03 06:58:53 main:574] : INFO : Epoch 1878 | loss: 0.0312323 | val_loss: 0.0312279 | Time: 2136.04 ms
[2022-02-03 06:58:55 main:574] : INFO : Epoch 1879 | loss: 0.031233 | val_loss: 0.0312288 | Time: 2140.64 ms
[2022-02-03 06:58:57 main:574] : INFO : Epoch 1880 | loss: 0.0312348 | val_loss: 0.0312287 | Time: 2138.27 ms
[2022-02-03 06:58:59 main:574] : INFO : Epoch 1881 | loss: 0.0312339 | val_loss: 0.0312274 | Time: 2139.38 ms
[2022-02-03 06:59:02 main:574] : INFO : Epoch 1882 | loss: 0.0312344 | val_loss: 0.0312292 | Time: 2187 ms
[2022-02-03 06:59:04 main:574] : INFO : Epoch 1883 | loss: 0.0312322 | val_loss: 0.0312295 | Time: 2135.25 ms
[2022-02-03 06:59:06 main:574] : INFO : Epoch 1884 | loss: 0.0312427 | val_loss: 0.0312416 | Time: 2131.33 ms
[2022-02-03 06:59:08 main:574] : INFO : Epoch 1885 | loss: 0.0312388 | val_loss: 0.0312293 | Time: 2144.65 ms
[2022-02-03 06:59:10 main:574] : INFO : Epoch 1886 | loss: 0.0312351 | val_loss: 0.0312276 | Time: 2141.77 ms
[2022-02-03 06:59:12 main:574] : INFO : Epoch 1887 | loss: 0.0312308 | val_loss: 0.0312307 | Time: 2141.16 ms
[2022-02-03 06:59:14 main:574] : INFO : Epoch 1888 | loss: 0.0312327 | val_loss: 0.0312297 | Time: 2143.28 ms
[2022-02-03 06:59:17 main:574] : INFO : Epoch 1889 | loss: 0.0312315 | val_loss: 0.0312276 | Time: 2148.43 ms
[2022-02-03 06:59:19 main:574] : INFO : Epoch 1890 | loss: 0.0312315 | val_loss: 0.03123 | Time: 2154.81 ms
[2022-02-03 06:59:21 main:574] : INFO : Epoch 1891 | loss: 0.031232 | val_loss: 0.0312293 | Time: 2137.26 ms
[2022-02-03 06:59:23 main:574] : INFO : Epoch 1892 | loss: 0.0312356 | val_loss: 0.0312323 | Time: 2131.36 ms
[2022-02-03 06:59:25 main:574] : INFO : Epoch 1893 | loss: 0.0312327 | val_loss: 0.0312349 | Time: 2138.13 ms
[2022-02-03 06:59:27 main:574] : INFO : Epoch 1894 | loss: 0.0312348 | val_loss: 0.031244 | Time: 2204.72 ms
[2022-02-03 06:59:30 main:574] : INFO : Epoch 1895 | loss: 0.031241 | val_loss: 0.031236 | Time: 2157.49 ms
[2022-02-03 06:59:32 main:574] : INFO : Epoch 1896 | loss: 0.0312339 | val_loss: 0.0312283 | Time: 2149.51 ms
[2022-02-03 06:59:34 main:574] : INFO : Epoch 1897 | loss: 0.0312316 | val_loss: 0.0312269 | Time: 2137.3 ms
[2022-02-03 06:59:36 main:574] : INFO : Epoch 1898 | loss: 0.0312309 | val_loss: 0.0312312 | Time: 2141.44 ms
[2022-02-03 06:59:38 main:574] : INFO : Epoch 1899 | loss: 0.0312321 | val_loss: 0.0312329 | Time: 2137.06 ms
[2022-02-03 06:59:40 main:574] : INFO : Epoch 1900 | loss: 0.0312341 | val_loss: 0.0312288 | Time: 2129.53 ms
[2022-02-03 06:59:42 main:574] : INFO : Epoch 1901 | loss: 0.0312315 | val_loss: 0.0312273 | Time: 2141.36 ms
[2022-02-03 06:59:45 main:574] : INFO : Epoch 1902 | loss: 0.031233 | val_loss: 0.0312371 | Time: 2143.34 ms
[2022-02-03 06:59:47 main:574] : INFO : Epoch 1903 | loss: 0.031238 | val_loss: 0.0312408 | Time: 2139.48 ms
[2022-02-03 06:59:49 main:574] : INFO : Epoch 1904 | loss: 0.0312353 | val_loss: 0.0312298 | Time: 2134.94 ms
[2022-02-03 06:59:51 main:574] : INFO : Epoch 1905 | loss: 0.0312324 | val_loss: 0.0312351 | Time: 2140.78 ms
[2022-02-03 06:59:53 main:574] : INFO : Epoch 1906 | loss: 0.031237 | val_loss: 0.0312308 | Time: 2136.41 ms
[2022-02-03 06:59:55 main:574] : INFO : Epoch 1907 | loss: 0.0312336 | val_loss: 0.0312294 | Time: 2129.28 ms
[2022-02-03 06:59:58 main:574] : INFO : Epoch 1908 | loss: 0.0312334 | val_loss: 0.0312308 | Time: 2142.03 ms
[2022-02-03 07:00:00 main:574] : INFO : Epoch 1909 | loss: 0.0312351 | val_loss: 0.0312315 | Time: 2151.07 ms
[2022-02-03 07:00:02 main:574] : INFO : Epoch 1910 | loss: 0.0312348 | val_loss: 0.0312294 | Time: 2142.65 ms
[2022-02-03 07:00:04 main:574] : INFO : Epoch 1911 | loss: 0.0312333 | val_loss: 0.0312275 | Time: 2139.97 ms
[2022-02-03 07:00:06 main:574] : INFO : Epoch 1912 | loss: 0.0312315 | val_loss: 0.031229 | Time: 2133.62 ms
[2022-02-03 07:00:08 main:574] : INFO : Epoch 1913 | loss: 0.0312319 | val_loss: 0.0312272 | Time: 2145.99 ms
[2022-02-03 07:00:10 main:574] : INFO : Epoch 1914 | loss: 0.031233 | val_loss: 0.0312318 | Time: 2140.09 ms
[2022-02-03 07:00:13 main:574] : INFO : Epoch 1915 | loss: 0.031234 | val_loss: 0.0312288 | Time: 2132.91 ms
[2022-02-03 07:00:15 main:574] : INFO : Epoch 1916 | loss: 0.0312315 | val_loss: 0.0312296 | Time: 2141.01 ms
[2022-02-03 07:00:17 main:574] : INFO : Epoch 1917 | loss: 0.0312344 | val_loss: 0.0312313 | Time: 2145.98 ms
[2022-02-03 07:00:19 main:574] : INFO : Epoch 1918 | loss: 0.0312318 | val_loss: 0.0312307 | Time: 2131.6 ms
[2022-02-03 07:00:21 main:574] : INFO : Epoch 1919 | loss: 0.031231 | val_loss: 0.0312281 | Time: 2134.79 ms
[2022-02-03 07:00:23 main:574] : INFO : Epoch 1920 | loss: 0.0312318 | val_loss: 0.0312287 | Time: 2137.88 ms
[2022-02-03 07:00:25 main:574] : INFO : Epoch 1921 | loss: 0.0312307 | val_loss: 0.031227 | Time: 2141.55 ms
[2022-02-03 07:00:28 main:574] : INFO : Epoch 1922 | loss: 0.0312327 | val_loss: 0.0312331 | Time: 2149.18 ms
[2022-02-03 07:00:30 main:574] : INFO : Epoch 1923 | loss: 0.0312369 | val_loss: 0.0312346 | Time: 2173.44 ms
[2022-02-03 07:00:32 main:574] : INFO : Epoch 1924 | loss: 0.0312319 | val_loss: 0.03123 | Time: 2137.77 ms
[2022-02-03 07:00:34 main:574] : INFO : Epoch 1925 | loss: 0.0312321 | val_loss: 0.0312273 | Time: 2140.44 ms
[2022-02-03 07:00:36 main:574] : INFO : Epoch 1926 | loss: 0.0312336 | val_loss: 0.0312285 | Time: 2138.97 ms
[2022-02-03 07:00:38 main:574] : INFO : Epoch 1927 | loss: 0.0312319 | val_loss: 0.0312276 | Time: 2133.36 ms
[2022-02-03 07:00:40 main:574] : INFO : Epoch 1928 | loss: 0.031234 | val_loss: 0.0312278 | Time: 2139.83 ms
[2022-02-03 07:00:43 main:574] : INFO : Epoch 1929 | loss: 0.0312349 | val_loss: 0.0312395 | Time: 2147.92 ms
[2022-02-03 07:00:45 main:574] : INFO : Epoch 1930 | loss: 0.0312328 | val_loss: 0.0312281 | Time: 2133.44 ms
[2022-02-03 07:00:47 main:574] : INFO : Epoch 1931 | loss: 0.0312312 | val_loss: 0.0312279 | Time: 2130.88 ms
[2022-02-03 07:00:49 main:574] : INFO : Epoch 1932 | loss: 0.0312315 | val_loss: 0.0312285 | Time: 2136.48 ms
[2022-02-03 07:00:51 main:574] : INFO : Epoch 1933 | loss: 0.0312323 | val_loss: 0.0312285 | Time: 2141.72 ms
[2022-02-03 07:00:53 main:574] : INFO : Epoch 1934 | loss: 0.0312311 | val_loss: 0.0312272 | Time: 2130.61 ms
[2022-02-03 07:00:55 main:574] : INFO : Epoch 1935 | loss: 0.0312323 | val_loss: 0.0312286 | Time: 2142.09 ms
[2022-02-03 07:00:58 main:574] : INFO : Epoch 1936 | loss: 0.0312333 | val_loss: 0.0312322 | Time: 2170.86 ms
[2022-02-03 07:01:00 main:574] : INFO : Epoch 1937 | loss: 0.0312319 | val_loss: 0.0312282 | Time: 2524.46 ms
[2022-02-03 07:01:02 main:574] : INFO : Epoch 1938 | loss: 0.0312354 | val_loss: 0.0312387 | Time: 2144.46 ms
[2022-02-03 07:01:05 main:574] : INFO : Epoch 1939 | loss: 0.0312338 | val_loss: 0.0312281 | Time: 2143.99 ms
[2022-02-03 07:01:07 main:574] : INFO : Epoch 1940 | loss: 0.0312321 | val_loss: 0.0312287 | Time: 2156.59 ms
[2022-02-03 07:01:09 main:574] : INFO : Epoch 1941 | loss: 0.0312329 | val_loss: 0.0312309 | Time: 2152.23 ms
[2022-02-03 07:01:11 main:574] : INFO : Epoch 1942 | loss: 0.0312359 | val_loss: 0.0312458 | Time: 2137.47 ms
[2022-02-03 07:01:13 main:574] : INFO : Epoch 1943 | loss: 0.0312402 | val_loss: 0.0312307 | Time: 2133.71 ms
[2022-02-03 07:01:15 main:574] : INFO : Epoch 1944 | loss: 0.0312349 | val_loss: 0.0312354 | Time: 2136.76 ms
[2022-02-03 07:01:17 main:574] : INFO : Epoch 1945 | loss: 0.0312338 | val_loss: 0.0312324 | Time: 2141.56 ms
[2022-02-03 07:01:20 main:574] : INFO : Epoch 1946 | loss: 0.0312335 | val_loss: 0.0312304 | Time: 2135.12 ms
[2022-02-03 07:01:22 main:574] : INFO : Epoch 1947 | loss: 0.0312314 | val_loss: 0.0312284 | Time: 2143.62 ms
[2022-02-03 07:01:24 main:574] : INFO : Epoch 1948 | loss: 0.0312314 | val_loss: 0.0312274 | Time: 2138.12 ms
[2022-02-03 07:01:26 main:574] : INFO : Epoch 1949 | loss: 0.0312339 | val_loss: 0.0312336 | Time: 2141.21 ms
[2022-02-03 07:01:28 main:574] : INFO : Epoch 1950 | loss: 0.0312346 | val_loss: 0.0312386 | Time: 2186.49 ms
[2022-02-03 07:01:30 main:574] : INFO : Epoch 1951 | loss: 0.0312376 | val_loss: 0.0312371 | Time: 2188.65 ms
[2022-02-03 07:01:33 main:574] : INFO : Epoch 1952 | loss: 0.0312346 | val_loss: 0.0312299 | Time: 2140.07 ms
[2022-02-03 07:01:35 main:574] : INFO : Epoch 1953 | loss: 0.031233 | val_loss: 0.0312277 | Time: 2141.13 ms
[2022-02-03 07:01:37 main:574] : INFO : Epoch 1954 | loss: 0.0312311 | val_loss: 0.0312316 | Time: 2137.34 ms
[2022-02-03 07:01:39 main:574] : INFO : Epoch 1955 | loss: 0.0312328 | val_loss: 0.0312299 | Time: 2141.36 ms
[2022-02-03 07:01:41 main:574] : INFO : Epoch 1956 | loss: 0.0312329 | val_loss: 0.0312302 | Time: 2135.22 ms
[2022-02-03 07:01:43 main:574] : INFO : Epoch 1957 | loss: 0.0312337 | val_loss: 0.0312287 | Time: 2133.31 ms
[2022-02-03 07:01:46 main:574] : INFO : Epoch 1958 | loss: 0.0312314 | val_loss: 0.0312284 | Time: 2137.31 ms
[2022-02-03 07:01:48 main:574] : INFO : Epoch 1959 | loss: 0.0312321 | val_loss: 0.0312272 | Time: 2149.35 ms
[2022-02-03 07:01:50 main:574] : INFO : Epoch 1960 | loss: 0.0312314 | val_loss: 0.0312301 | Time: 2133.98 ms
[2022-02-03 07:01:52 main:574] : INFO : Epoch 1961 | loss: 0.0312316 | val_loss: 0.0312293 | Time: 2146.71 ms
[2022-02-03 07:01:54 main:574] : INFO : Epoch 1962 | loss: 0.031232 | val_loss: 0.0312288 | Time: 2147 ms
[2022-02-03 07:01:56 main:574] : INFO : Epoch 1963 | loss: 0.0312333 | val_loss: 0.0312284 | Time: 2138.46 ms
[2022-02-03 07:01:58 main:574] : INFO : Epoch 1964 | loss: 0.0312314 | val_loss: 0.0312268 | Time: 2138.25 ms
[2022-02-03 07:02:01 main:574] : INFO : Epoch 1965 | loss: 0.0312308 | val_loss: 0.0312297 | Time: 2143.24 ms
[2022-02-03 07:02:03 main:574] : INFO : Epoch 1966 | loss: 0.0312322 | val_loss: 0.0312276 | Time: 2155.78 ms
[2022-02-03 07:02:05 main:574] : INFO : Epoch 1967 | loss: 0.0312329 | val_loss: 0.0312291 | Time: 2141.54 ms
[2022-02-03 07:02:07 main:574] : INFO : Epoch 1968 | loss: 0.0312327 | val_loss: 0.0312271 | Time: 2133.03 ms
[2022-02-03 07:02:09 main:574] : INFO : Epoch 1969 | loss: 0.0312327 | val_loss: 0.0312294 | Time: 2145.11 ms
[2022-02-03 07:02:11 main:574] : INFO : Epoch 1970 | loss: 0.0312335 | val_loss: 0.0312312 | Time: 2135.44 ms
[2022-02-03 07:02:13 main:574] : INFO : Epoch 1971 | loss: 0.0312327 | val_loss: 0.0312295 | Time: 2151.69 ms
[2022-02-03 07:02:16 main:574] : INFO : Epoch 1972 | loss: 0.0312348 | val_loss: 0.03123 | Time: 2138.35 ms
[2022-02-03 07:02:18 main:574] : INFO : Epoch 1973 | loss: 0.0312348 | val_loss: 0.0312324 | Time: 2142.2 ms
[2022-02-03 07:02:20 main:574] : INFO : Epoch 1974 | loss: 0.0312327 | val_loss: 0.0312322 | Time: 2144.52 ms
[2022-02-03 07:02:22 main:574] : INFO : Epoch 1975 | loss: 0.0312332 | val_loss: 0.0312291 | Time: 2149.72 ms
[2022-02-03 07:02:24 main:574] : INFO : Epoch 1976 | loss: 0.0312363 | val_loss: 0.0312437 | Time: 2128.93 ms
[2022-02-03 07:02:26 main:574] : INFO : Epoch 1977 | loss: 0.0312349 | val_loss: 0.0312402 | Time: 2143.24 ms
[2022-02-03 07:02:29 main:574] : INFO : Epoch 1978 | loss: 0.0312352 | val_loss: 0.0312305 | Time: 2178.04 ms
[2022-02-03 07:02:31 main:574] : INFO : Epoch 1979 | loss: 0.0312389 | val_loss: 0.0312427 | Time: 2152.13 ms
[2022-02-03 07:02:33 main:574] : INFO : Epoch 1980 | loss: 0.0312389 | val_loss: 0.0312511 | Time: 2139.85 ms
[2022-02-03 07:02:35 main:574] : INFO : Epoch 1981 | loss: 0.0316786 | val_loss: 0.031536 | Time: 2142.86 ms
[2022-02-03 07:02:37 main:574] : INFO : Epoch 1982 | loss: 0.0495932 | val_loss: 0.0352299 | Time: 2142.06 ms
[2022-02-03 07:02:39 main:574] : INFO : Epoch 1983 | loss: 0.0334143 | val_loss: 0.0321967 | Time: 2148.63 ms
[2022-02-03 07:02:41 main:574] : INFO : Epoch 1984 | loss: 0.0315569 | val_loss: 0.031361 | Time: 2136.43 ms
[2022-02-03 07:02:44 main:574] : INFO : Epoch 1985 | loss: 0.0312963 | val_loss: 0.0312558 | Time: 2159.75 ms
[2022-02-03 07:02:46 main:574] : INFO : Epoch 1986 | loss: 0.0312596 | val_loss: 0.0312548 | Time: 2139.3 ms
[2022-02-03 07:02:48 main:574] : INFO : Epoch 1987 | loss: 0.0312521 | val_loss: 0.0312508 | Time: 2138.44 ms
[2022-02-03 07:02:50 main:574] : INFO : Epoch 1988 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2141.63 ms
[2022-02-03 07:02:52 main:574] : INFO : Epoch 1989 | loss: 0.0312496 | val_loss: 0.0312492 | Time: 2142.38 ms
[2022-02-03 07:02:54 main:574] : INFO : Epoch 1990 | loss: 0.0312492 | val_loss: 0.0312491 | Time: 2140.59 ms
[2022-02-03 07:02:57 main:574] : INFO : Epoch 1991 | loss: 0.031249 | val_loss: 0.0312484 | Time: 2138.27 ms
[2022-02-03 07:02:59 main:574] : INFO : Epoch 1992 | loss: 0.0312485 | val_loss: 0.0312483 | Time: 2166.5 ms
[2022-02-03 07:03:01 main:574] : INFO : Epoch 1993 | loss: 0.0312484 | val_loss: 0.031248 | Time: 2478.36 ms
[2022-02-03 07:03:03 main:574] : INFO : Epoch 1994 | loss: 0.031248 | val_loss: 0.0312483 | Time: 2137.94 ms
[2022-02-03 07:03:06 main:574] : INFO : Epoch 1995 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 2165.55 ms
[2022-02-03 07:03:08 main:574] : INFO : Epoch 1996 | loss: 0.0312475 | val_loss: 0.031247 | Time: 2157.19 ms
[2022-02-03 07:03:10 main:574] : INFO : Epoch 1997 | loss: 0.0312473 | val_loss: 0.0312471 | Time: 2144.07 ms
[2022-02-03 07:03:12 main:574] : INFO : Epoch 1998 | loss: 0.031247 | val_loss: 0.0312469 | Time: 2136.26 ms
[2022-02-03 07:03:14 main:574] : INFO : Epoch 1999 | loss: 0.0312467 | val_loss: 0.0312466 | Time: 2140.82 ms
[2022-02-03 07:03:16 main:574] : INFO : Epoch 2000 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 2129.25 ms
[2022-02-03 07:03:18 main:574] : INFO : Epoch 2001 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 2143.15 ms
[2022-02-03 07:03:21 main:574] : INFO : Epoch 2002 | loss: 0.031246 | val_loss: 0.0312455 | Time: 2138.94 ms
[2022-02-03 07:03:23 main:574] : INFO : Epoch 2003 | loss: 0.0312458 | val_loss: 0.0312456 | Time: 2146.08 ms
[2022-02-03 07:03:25 main:574] : INFO : Epoch 2004 | loss: 0.0312457 | val_loss: 0.0312451 | Time: 2132.59 ms
[2022-02-03 07:03:27 main:574] : INFO : Epoch 2005 | loss: 0.0312455 | val_loss: 0.0312447 | Time: 2155.53 ms
[2022-02-03 07:03:29 main:574] : INFO : Epoch 2006 | loss: 0.031245 | val_loss: 0.0312446 | Time: 2152.32 ms
[2022-02-03 07:03:31 main:574] : INFO : Epoch 2007 | loss: 0.031245 | val_loss: 0.0312443 | Time: 2138.56 ms
[2022-02-03 07:03:34 main:574] : INFO : Epoch 2008 | loss: 0.0312446 | val_loss: 0.0312441 | Time: 2150.97 ms
[2022-02-03 07:03:36 main:574] : INFO : Epoch 2009 | loss: 0.0312444 | val_loss: 0.0312437 | Time: 2145.13 ms
[2022-02-03 07:03:38 main:574] : INFO : Epoch 2010 | loss: 0.031244 | val_loss: 0.0312434 | Time: 2140.29 ms
[2022-02-03 07:03:40 main:574] : INFO : Epoch 2011 | loss: 0.0312438 | val_loss: 0.0312432 | Time: 2133.59 ms
[2022-02-03 07:03:42 main:574] : INFO : Epoch 2012 | loss: 0.0312434 | val_loss: 0.0312424 | Time: 2130.77 ms
[2022-02-03 07:03:44 main:574] : INFO : Epoch 2013 | loss: 0.031243 | val_loss: 0.0312421 | Time: 2136.21 ms
[2022-02-03 07:03:46 main:574] : INFO : Epoch 2014 | loss: 0.0312428 | val_loss: 0.0312426 | Time: 2143.16 ms
[2022-02-03 07:03:49 main:574] : INFO : Epoch 2015 | loss: 0.0312426 | val_loss: 0.0312421 | Time: 2142.11 ms
[2022-02-03 07:03:51 main:574] : INFO : Epoch 2016 | loss: 0.0312423 | val_loss: 0.0312415 | Time: 2138.55 ms
[2022-02-03 07:03:53 main:574] : INFO : Epoch 2017 | loss: 0.0312419 | val_loss: 0.0312411 | Time: 2141.98 ms
[2022-02-03 07:03:55 main:574] : INFO : Epoch 2018 | loss: 0.0312411 | val_loss: 0.03124 | Time: 2138.31 ms
[2022-02-03 07:03:57 main:574] : INFO : Epoch 2019 | loss: 0.0312409 | val_loss: 0.0312396 | Time: 2138.93 ms
[2022-02-03 07:03:59 main:574] : INFO : Epoch 2020 | loss: 0.0312404 | val_loss: 0.0312392 | Time: 2127.82 ms
[2022-02-03 07:04:01 main:574] : INFO : Epoch 2021 | loss: 0.0312404 | val_loss: 0.031239 | Time: 2138.8 ms
[2022-02-03 07:04:04 main:574] : INFO : Epoch 2022 | loss: 0.0312397 | val_loss: 0.0312386 | Time: 2148.74 ms
[2022-02-03 07:04:06 main:574] : INFO : Epoch 2023 | loss: 0.0312396 | val_loss: 0.0312397 | Time: 2153.15 ms
[2022-02-03 07:04:08 main:574] : INFO : Epoch 2024 | loss: 0.0312391 | val_loss: 0.0312384 | Time: 2141.07 ms
[2022-02-03 07:04:10 main:574] : INFO : Epoch 2025 | loss: 0.0312384 | val_loss: 0.0312366 | Time: 2139.49 ms
[2022-02-03 07:04:12 main:574] : INFO : Epoch 2026 | loss: 0.0312379 | val_loss: 0.0312361 | Time: 2138.06 ms
[2022-02-03 07:04:14 main:574] : INFO : Epoch 2027 | loss: 0.0312372 | val_loss: 0.0312359 | Time: 2139.85 ms
[2022-02-03 07:04:16 main:574] : INFO : Epoch 2028 | loss: 0.0312368 | val_loss: 0.0312352 | Time: 2140.65 ms
[2022-02-03 07:04:19 main:574] : INFO : Epoch 2029 | loss: 0.0312364 | val_loss: 0.0312353 | Time: 2143.69 ms
[2022-02-03 07:04:21 main:574] : INFO : Epoch 2030 | loss: 0.0312364 | val_loss: 0.0312344 | Time: 2138.09 ms
[2022-02-03 07:04:23 main:574] : INFO : Epoch 2031 | loss: 0.0312354 | val_loss: 0.0312341 | Time: 2133.22 ms
[2022-02-03 07:04:25 main:574] : INFO : Epoch 2032 | loss: 0.0312354 | val_loss: 0.0312345 | Time: 2134.58 ms
[2022-02-03 07:04:27 main:574] : INFO : Epoch 2033 | loss: 0.0312351 | val_loss: 0.0312329 | Time: 2181.55 ms
[2022-02-03 07:04:29 main:574] : INFO : Epoch 2034 | loss: 0.0312346 | val_loss: 0.0312352 | Time: 2174.61 ms
[2022-02-03 07:04:32 main:574] : INFO : Epoch 2035 | loss: 0.031235 | val_loss: 0.0312322 | Time: 2139.06 ms
[2022-02-03 07:04:34 main:574] : INFO : Epoch 2036 | loss: 0.0312345 | val_loss: 0.0312313 | Time: 2157.6 ms
[2022-02-03 07:04:36 main:574] : INFO : Epoch 2037 | loss: 0.0312338 | val_loss: 0.0312309 | Time: 2173.21 ms
[2022-02-03 07:04:38 main:574] : INFO : Epoch 2038 | loss: 0.0312336 | val_loss: 0.0312306 | Time: 2154.67 ms
[2022-02-03 07:04:40 main:574] : INFO : Epoch 2039 | loss: 0.0312331 | val_loss: 0.0312312 | Time: 2143.43 ms
[2022-02-03 07:04:42 main:574] : INFO : Epoch 2040 | loss: 0.0312334 | val_loss: 0.0312309 | Time: 2135.54 ms
[2022-02-03 07:04:45 main:574] : INFO : Epoch 2041 | loss: 0.031233 | val_loss: 0.0312311 | Time: 2135.95 ms
[2022-02-03 07:04:47 main:574] : INFO : Epoch 2042 | loss: 0.0312329 | val_loss: 0.0312298 | Time: 2152.26 ms
[2022-02-03 07:04:49 main:574] : INFO : Epoch 2043 | loss: 0.0312333 | val_loss: 0.0312299 | Time: 2139.56 ms
[2022-02-03 07:04:51 main:574] : INFO : Epoch 2044 | loss: 0.0312345 | val_loss: 0.0312296 | Time: 2141.42 ms
[2022-02-03 07:04:53 main:574] : INFO : Epoch 2045 | loss: 0.0312323 | val_loss: 0.0312321 | Time: 2135.25 ms
[2022-02-03 07:04:55 main:574] : INFO : Epoch 2046 | loss: 0.0312329 | val_loss: 0.0312323 | Time: 2143.3 ms
[2022-02-03 07:04:57 main:574] : INFO : Epoch 2047 | loss: 0.0312323 | val_loss: 0.0312307 | Time: 2151.26 ms
[2022-02-03 07:05:00 main:574] : INFO : Epoch 2048 | loss: 0.0312334 | val_loss: 0.0312294 | Time: 2146.43 ms
[2022-02-03 07:05:00 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312294
[2022-02-03 07:05:00 main:603] : INFO : Saving end state to config to file
[2022-02-03 07:05:00 main:608] : INFO : Success, exiting..
07:05:00 (1660): 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)