Task 7721300
| Name | ParityModified-1631733784-3855-1_2 |
| Workunit | 5133155 |
| Created | 30 Sep 2021, 12:36:14 UTC |
| Sent | 1 Oct 2021, 3:05:01 UTC |
| Report deadline | 8 Oct 2021, 3:05:01 UTC |
| Received | 1 Oct 2021, 4:25:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 19 min 44 sec |
| CPU time | 1 hours 19 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :33 main:574] : INFO : Epoch 1542 | loss: 0.031239 | val_loss: 0.0312377 | Time: 2402.5 ms [2021-10-01 06:05:36 main:574] : INFO : Epoch 1543 | loss: 0.0312391 | val_loss: 0.0312375 | Time: 2314.39 ms [2021-10-01 06:05:38 main:574] : INFO : Epoch 1544 | loss: 0.0312361 | val_loss: 0.0312375 | Time: 2268.16 ms [2021-10-01 06:05:40 main:574] : INFO : Epoch 1545 | loss: 0.031237 | val_loss: 0.0312375 | Time: 2327.39 ms [2021-10-01 06:05:43 main:574] : INFO : Epoch 1546 | loss: 0.0312376 | val_loss: 0.031239 | Time: 2374.84 ms [2021-10-01 06:05:45 main:574] : INFO : Epoch 1547 | loss: 0.0312344 | val_loss: 0.0312341 | Time: 2289.56 ms [2021-10-01 06:05:47 main:574] : INFO : Epoch 1548 | loss: 0.031236 | val_loss: 0.0312478 | Time: 2264.92 ms [2021-10-01 06:05:50 main:574] : INFO : Epoch 1549 | loss: 0.0312349 | val_loss: 0.0312356 | Time: 2366.22 ms [2021-10-01 06:05:52 main:574] : INFO : Epoch 1550 | loss: 0.0312323 | val_loss: 0.0312349 | Time: 2350.66 ms [2021-10-01 06:05:54 main:574] : INFO : Epoch 1551 | loss: 0.0312334 | val_loss: 0.0312339 | Time: 2331.62 ms [2021-10-01 06:05:57 main:574] : INFO : Epoch 1552 | loss: 0.0312307 | val_loss: 0.0312314 | Time: 2287.17 ms [2021-10-01 06:05:59 main:574] : INFO : Epoch 1553 | loss: 0.0312321 | val_loss: 0.0312357 | Time: 2512.14 ms [2021-10-01 06:06:02 main:574] : INFO : Epoch 1554 | loss: 0.031233 | val_loss: 0.0312308 | Time: 2557.95 ms [2021-10-01 06:06:04 main:574] : INFO : Epoch 1555 | loss: 0.0312314 | val_loss: 0.0312338 | Time: 2455.17 ms [2021-10-01 06:06:06 main:574] : INFO : Epoch 1556 | loss: 0.0312274 | val_loss: 0.0312282 | Time: 2390.38 ms [2021-10-01 06:06:09 main:574] : INFO : Epoch 1557 | loss: 0.0312293 | val_loss: 0.0312304 | Time: 2361.88 ms [2021-10-01 06:06:11 main:574] : INFO : Epoch 1558 | loss: 0.0312313 | val_loss: 0.0312296 | Time: 2278.43 ms [2021-10-01 06:06:13 main:574] : INFO : Epoch 1559 | loss: 0.0312303 | val_loss: 0.0312311 | Time: 2325.67 ms [2021-10-01 06:06:16 main:574] : INFO : Epoch 1560 | loss: 0.0312266 | val_loss: 0.0312306 | Time: 2425.11 ms [2021-10-01 06:06:18 main:574] : INFO : Epoch 1561 | loss: 0.0312257 | val_loss: 0.0312263 | Time: 2303.41 ms [2021-10-01 06:06:20 main:574] : INFO : Epoch 1562 | loss: 0.031223 | val_loss: 0.0312245 | Time: 2261.35 ms [2021-10-01 06:06:23 main:574] : INFO : Epoch 1563 | loss: 0.0312217 | val_loss: 0.0312243 | Time: 2328.79 ms [2021-10-01 06:06:25 main:574] : INFO : Epoch 1564 | loss: 0.031226 | val_loss: 0.0312327 | Time: 2333.6 ms [2021-10-01 06:06:27 main:574] : INFO : Epoch 1565 | loss: 0.0312358 | val_loss: 0.031237 | Time: 2334.94 ms [2021-10-01 06:06:30 main:574] : INFO : Epoch 1566 | loss: 0.0312362 | val_loss: 0.0312332 | Time: 2334.06 ms [2021-10-01 06:06:32 main:574] : INFO : Epoch 1567 | loss: 0.0312308 | val_loss: 0.0312301 | Time: 2344.03 ms [2021-10-01 06:06:35 main:574] : INFO : Epoch 1568 | loss: 0.031227 | val_loss: 0.0312272 | Time: 2335.13 ms [2021-10-01 06:06:37 main:574] : INFO : Epoch 1569 | loss: 0.0312242 | val_loss: 0.0312249 | Time: 2268.59 ms [2021-10-01 06:06:39 main:574] : INFO : Epoch 1570 | loss: 0.0312269 | val_loss: 0.0312296 | Time: 2390.16 ms [2021-10-01 06:06:41 main:574] : INFO : Epoch 1571 | loss: 0.0312261 | val_loss: 0.0312238 | Time: 2306.75 ms [2021-10-01 06:06:44 main:574] : INFO : Epoch 1572 | loss: 0.0312214 | val_loss: 0.0312315 | Time: 2279.63 ms [2021-10-01 06:06:46 main:574] : INFO : Epoch 1573 | loss: 0.0312198 | val_loss: 0.0312243 | Time: 2220.36 ms [2021-10-01 06:06:48 main:574] : INFO : Epoch 1574 | loss: 0.0312196 | val_loss: 0.0312207 | Time: 2310.97 ms [2021-10-01 06:06:51 main:574] : INFO : Epoch 1575 | loss: 0.0312173 | val_loss: 0.0312195 | Time: 2294.18 ms [2021-10-01 06:06:53 main:574] : INFO : Epoch 1576 | loss: 0.0312172 | val_loss: 0.0312205 | Time: 2284.08 ms [2021-10-01 06:06:55 main:574] : INFO : Epoch 1577 | loss: 0.0312196 | val_loss: 0.0312188 | Time: 2334.06 ms [2021-10-01 06:06:58 main:574] : INFO : Epoch 1578 | loss: 0.0312167 | val_loss: 0.0312235 | Time: 2297.01 ms [2021-10-01 06:07:00 main:574] : INFO : Epoch 1579 | loss: 0.0312157 | val_loss: 0.0312161 | Time: 2278.8 ms [2021-10-01 06:07:02 main:574] : INFO : Epoch 1580 | loss: 0.0312124 | val_loss: 0.0312177 | Time: 2261.28 ms [2021-10-01 06:07:04 main:574] : INFO : Epoch 1581 | loss: 0.0312127 | val_loss: 0.0312148 | Time: 2351.49 ms [2021-10-01 06:07:07 main:574] : INFO : Epoch 1582 | loss: 0.0312131 | val_loss: 0.0312153 | Time: 2290.18 ms [2021-10-01 06:07:09 main:574] : INFO : Epoch 1583 | loss: 0.0312183 | val_loss: 0.0312178 | Time: 2247.54 ms [2021-10-01 06:07:11 main:574] : INFO : Epoch 1584 | loss: 0.0312165 | val_loss: 0.0312159 | Time: 2276.8 ms [2021-10-01 06:07:14 main:574] : INFO : Epoch 1585 | loss: 0.0312118 | val_loss: 0.0312119 | Time: 2348.58 ms [2021-10-01 06:07:16 main:574] : INFO : Epoch 1586 | loss: 0.0312081 | val_loss: 0.031209 | Time: 2338.44 ms [2021-10-01 06:07:19 main:574] : INFO : Epoch 1587 | loss: 0.0312054 | val_loss: 0.0312077 | Time: 2774.12 ms [2021-10-01 06:07:21 main:574] : INFO : Epoch 1588 | loss: 0.0312045 | val_loss: 0.0312118 | Time: 2502.08 ms [2021-10-01 06:07:24 main:574] : INFO : Epoch 1589 | loss: 0.0312054 | val_loss: 0.0312081 | Time: 2672.57 ms [2021-10-01 06:07:26 main:574] : INFO : Epoch 1590 | loss: 0.0312009 | val_loss: 0.0312073 | Time: 2283.37 ms [2021-10-01 06:07:29 main:574] : INFO : Epoch 1591 | loss: 0.0312011 | val_loss: 0.0312071 | Time: 2304.79 ms [2021-10-01 06:07:31 main:574] : INFO : Epoch 1592 | loss: 0.0312002 | val_loss: 0.0312048 | Time: 2342.85 ms [2021-10-01 06:07:33 main:574] : INFO : Epoch 1593 | loss: 0.0311993 | val_loss: 0.0312043 | Time: 2230.13 ms [2021-10-01 06:07:35 main:574] : INFO : Epoch 1594 | loss: 0.0311999 | val_loss: 0.0312034 | Time: 2256.04 ms [2021-10-01 06:07:38 main:574] : INFO : Epoch 1595 | loss: 0.0311983 | val_loss: 0.0312047 | Time: 2364.61 ms [2021-10-01 06:07:40 main:574] : INFO : Epoch 1596 | loss: 0.0311973 | val_loss: 0.0312027 | Time: 2306.67 ms [2021-10-01 06:07:42 main:574] : INFO : Epoch 1597 | loss: 0.031196 | val_loss: 0.0312043 | Time: 2394.08 ms [2021-10-01 06:07:45 main:574] : INFO : Epoch 1598 | loss: 0.0311955 | val_loss: 0.0312028 | Time: 2312.94 ms [2021-10-01 06:07:47 main:574] : INFO : Epoch 1599 | loss: 0.0311953 | val_loss: 0.031203 | Time: 2368.1 ms [2021-10-01 06:07:49 main:574] : INFO : Epoch 1600 | loss: 0.0311952 | val_loss: 0.0312025 | Time: 2307.12 ms [2021-10-01 06:07:52 main:574] : INFO : Epoch 1601 | loss: 0.0311954 | val_loss: 0.0312031 | Time: 2337.89 ms [2021-10-01 06:07:54 main:574] : INFO : Epoch 1602 | loss: 0.0312034 | val_loss: 0.0312099 | Time: 2419.88 ms [2021-10-01 06:07:57 main:574] : INFO : Epoch 1603 | loss: 0.0311986 | val_loss: 0.0312145 | Time: 2359.26 ms [2021-10-01 06:07:59 main:574] : INFO : Epoch 1604 | loss: 0.0311963 | val_loss: 0.0311988 | Time: 2252.74 ms [2021-10-01 06:08:01 main:574] : INFO : Epoch 1605 | loss: 0.0311926 | val_loss: 0.0311987 | Time: 2286.83 ms [2021-10-01 06:08:04 main:574] : INFO : Epoch 1606 | loss: 0.0311932 | val_loss: 0.0312007 | Time: 2359.27 ms [2021-10-01 06:08:06 main:574] : INFO : Epoch 1607 | loss: 0.0311941 | val_loss: 0.0311965 | Time: 2289.96 ms [2021-10-01 06:08:08 main:574] : INFO : Epoch 1608 | loss: 0.0311929 | val_loss: 0.0312017 | Time: 2390.97 ms [2021-10-01 06:08:10 main:574] : INFO : Epoch 1609 | loss: 0.0311923 | val_loss: 0.0311968 | Time: 2289.16 ms [2021-10-01 06:08:13 main:574] : INFO : Epoch 1610 | loss: 0.0311916 | val_loss: 0.0311969 | Time: 2321.84 ms [2021-10-01 06:08:15 main:574] : INFO : Epoch 1611 | loss: 0.0311923 | val_loss: 0.0311991 | Time: 2370.91 ms [2021-10-01 06:08:18 main:574] : INFO : Epoch 1612 | loss: 0.0311904 | val_loss: 0.0311943 | Time: 2343.61 ms [2021-10-01 06:08:20 main:574] : INFO : Epoch 1613 | loss: 0.0311901 | val_loss: 0.031196 | Time: 2410.66 ms [2021-10-01 06:08:22 main:574] : INFO : Epoch 1614 | loss: 0.0311932 | val_loss: 0.0311921 | Time: 2295.02 ms [2021-10-01 06:08:25 main:574] : INFO : Epoch 1615 | loss: 0.0311951 | val_loss: 0.031192 | Time: 2251.58 ms [2021-10-01 06:08:27 main:574] : INFO : Epoch 1616 | loss: 0.0311903 | val_loss: 0.0311945 | Time: 2299.38 ms [2021-10-01 06:08:29 main:574] : INFO : Epoch 1617 | loss: 0.031196 | val_loss: 0.0311961 | Time: 2346.42 ms [2021-10-01 06:08:31 main:574] : INFO : Epoch 1618 | loss: 0.03119 | val_loss: 0.0311906 | Time: 2301.98 ms [2021-10-01 06:08:34 main:574] : INFO : Epoch 1619 | loss: 0.0311873 | val_loss: 0.0311925 | Time: 2339.66 ms [2021-10-01 06:08:36 main:574] : INFO : Epoch 1620 | loss: 0.0311882 | val_loss: 0.0311942 | Time: 2302.85 ms [2021-10-01 06:08:38 main:574] : INFO : Epoch 1621 | loss: 0.0311896 | val_loss: 0.0311928 | Time: 2358.13 ms [2021-10-01 06:08:41 main:574] : INFO : Epoch 1622 | loss: 0.0311907 | val_loss: 0.0311911 | Time: 2411.05 ms [2021-10-01 06:08:43 main:574] : INFO : Epoch 1623 | loss: 0.0311911 | val_loss: 0.0311886 | Time: 2334.35 ms [2021-10-01 06:08:46 main:574] : INFO : Epoch 1624 | loss: 0.0311914 | val_loss: 0.0311903 | Time: 2443.56 ms [2021-10-01 06:08:48 main:574] : INFO : Epoch 1625 | loss: 0.0311914 | val_loss: 0.03119 | Time: 2323.41 ms [2021-10-01 06:08:50 main:574] : INFO : Epoch 1626 | loss: 0.0311949 | val_loss: 0.0312013 | Time: 2316.5 ms [2021-10-01 06:08:53 main:574] : INFO : Epoch 1627 | loss: 0.0312003 | val_loss: 0.0312015 | Time: 2251.73 ms [2021-10-01 06:08:55 main:574] : INFO : Epoch 1628 | loss: 0.0311961 | val_loss: 0.0311944 | Time: 2315.44 ms [2021-10-01 06:08:57 main:574] : INFO : Epoch 1629 | loss: 0.0311932 | val_loss: 0.0311971 | Time: 2286.16 ms [2021-10-01 06:08:59 main:574] : INFO : Epoch 1630 | loss: 0.0311914 | val_loss: 0.0311914 | Time: 2252.7 ms [2021-10-01 06:09:02 main:574] : INFO : Epoch 1631 | loss: 0.0311918 | val_loss: 0.0311949 | Time: 2244.64 ms [2021-10-01 06:09:04 main:574] : INFO : Epoch 1632 | loss: 0.0313334 | val_loss: 0.0313671 | Time: 2337.73 ms [2021-10-01 06:09:06 main:574] : INFO : Epoch 1633 | loss: 0.0313148 | val_loss: 0.0312714 | Time: 2310.53 ms [2021-10-01 06:09:09 main:574] : INFO : Epoch 1634 | loss: 0.0312568 | val_loss: 0.0312534 | Time: 2380.02 ms [2021-10-01 06:09:11 main:574] : INFO : Epoch 1635 | loss: 0.0312523 | val_loss: 0.0312525 | Time: 2351.29 ms [2021-10-01 06:09:13 main:574] : INFO : Epoch 1636 | loss: 0.0312514 | val_loss: 0.0312521 | Time: 2307.54 ms [2021-10-01 06:09:16 main:574] : INFO : Epoch 1637 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2261.54 ms [2021-10-01 06:09:18 main:574] : INFO : Epoch 1638 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2252.39 ms [2021-10-01 06:09:20 main:574] : INFO : Epoch 1639 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2340.99 ms [2021-10-01 06:09:23 main:574] : INFO : Epoch 1640 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2346.69 ms [2021-10-01 06:09:25 main:574] : INFO : Epoch 1641 | loss: 0.031251 | val_loss: 0.0312506 | Time: 2289.93 ms [2021-10-01 06:09:27 main:574] : INFO : Epoch 1642 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2282.63 ms [2021-10-01 06:09:30 main:574] : INFO : Epoch 1643 | loss: 0.0312497 | val_loss: 0.0312492 | Time: 2374.51 ms [2021-10-01 06:09:32 main:574] : INFO : Epoch 1644 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 2368 ms [2021-10-01 06:09:34 main:574] : INFO : Epoch 1645 | loss: 0.0312485 | val_loss: 0.0312481 | Time: 2344.43 ms [2021-10-01 06:09:37 main:574] : INFO : Epoch 1646 | loss: 0.0312469 | val_loss: 0.0312473 | Time: 2306.81 ms [2021-10-01 06:09:39 main:574] : INFO : Epoch 1647 | loss: 0.031247 | val_loss: 0.0312503 | Time: 2346.43 ms [2021-10-01 06:09:41 main:574] : INFO : Epoch 1648 | loss: 0.0312468 | val_loss: 0.0312449 | Time: 2274.35 ms [2021-10-01 06:09:44 main:574] : INFO : Epoch 1649 | loss: 0.0312439 | val_loss: 0.031244 | Time: 2366.12 ms [2021-10-01 06:09:46 main:574] : INFO : Epoch 1650 | loss: 0.0312417 | val_loss: 0.0312409 | Time: 2399.53 ms [2021-10-01 06:09:48 main:574] : INFO : Epoch 1651 | loss: 0.0312404 | val_loss: 0.0312499 | Time: 2336.44 ms [2021-10-01 06:09:51 main:574] : INFO : Epoch 1652 | loss: 0.0312446 | val_loss: 0.0312388 | Time: 2306.71 ms [2021-10-01 06:09:53 main:574] : INFO : Epoch 1653 | loss: 0.031237 | val_loss: 0.031252 | Time: 2323.21 ms [2021-10-01 06:09:55 main:574] : INFO : Epoch 1654 | loss: 0.0312405 | val_loss: 0.031242 | Time: 2370.12 ms [2021-10-01 06:09:58 main:574] : INFO : Epoch 1655 | loss: 0.0312384 | val_loss: 0.0312456 | Time: 2407.42 ms [2021-10-01 06:10:00 main:574] : INFO : Epoch 1656 | loss: 0.0312375 | val_loss: 0.031235 | Time: 2470.55 ms [2021-10-01 06:10:03 main:574] : INFO : Epoch 1657 | loss: 0.0312326 | val_loss: 0.031234 | Time: 2371.65 ms [2021-10-01 06:10:05 main:574] : INFO : Epoch 1658 | loss: 0.0312334 | val_loss: 0.0312296 | Time: 2343.11 ms [2021-10-01 06:10:07 main:574] : INFO : Epoch 1659 | loss: 0.0312287 | val_loss: 0.0312283 | Time: 2311.71 ms [2021-10-01 06:10:10 main:574] : INFO : Epoch 1660 | loss: 0.0312316 | val_loss: 0.0312387 | Time: 2276.9 ms [2021-10-01 06:10:12 main:574] : INFO : Epoch 1661 | loss: 0.0312287 | val_loss: 0.0312249 | Time: 2366.23 ms [2021-10-01 06:10:14 main:574] : INFO : Epoch 1662 | loss: 0.0312243 | val_loss: 0.0312237 | Time: 2302.49 ms [2021-10-01 06:10:17 main:574] : INFO : Epoch 1663 | loss: 0.0312227 | val_loss: 0.0312255 | Time: 2278.36 ms [2021-10-01 06:10:19 main:574] : INFO : Epoch 1664 | loss: 0.0312206 | val_loss: 0.0312205 | Time: 2312.56 ms [2021-10-01 06:10:21 main:574] : INFO : Epoch 1665 | loss: 0.0312219 | val_loss: 0.0312163 | Time: 2354.13 ms [2021-10-01 06:10:24 main:574] : INFO : Epoch 1666 | loss: 0.0312154 | val_loss: 0.0312146 | Time: 2392.04 ms [2021-10-01 06:10:26 main:574] : INFO : Epoch 1667 | loss: 0.0312109 | val_loss: 0.0312097 | Time: 2309.91 ms [2021-10-01 06:10:28 main:574] : INFO : Epoch 1668 | loss: 0.0312163 | val_loss: 0.0312099 | Time: 2315.81 ms [2021-10-01 06:10:31 main:574] : INFO : Epoch 1669 | loss: 0.0312133 | val_loss: 0.0312138 | Time: 2339.4 ms [2021-10-01 06:10:33 main:574] : INFO : Epoch 1670 | loss: 0.0312091 | val_loss: 0.0312067 | Time: 2341.76 ms [2021-10-01 06:10:35 main:574] : INFO : Epoch 1671 | loss: 0.0312056 | val_loss: 0.0312048 | Time: 2401.35 ms [2021-10-01 06:10:38 main:574] : INFO : Epoch 1672 | loss: 0.0312067 | val_loss: 0.031211 | Time: 2368.91 ms [2021-10-01 06:10:40 main:574] : INFO : Epoch 1673 | loss: 0.0312074 | val_loss: 0.0312027 | Time: 2288.96 ms [2021-10-01 06:10:42 main:574] : INFO : Epoch 1674 | loss: 0.0312122 | val_loss: 0.0312078 | Time: 2303.67 ms [2021-10-01 06:10:45 main:574] : INFO : Epoch 1675 | loss: 0.0312062 | val_loss: 0.0312018 | Time: 2359.87 ms [2021-10-01 06:10:47 main:574] : INFO : Epoch 1676 | loss: 0.0312061 | val_loss: 0.0312068 | Time: 2316.89 ms [2021-10-01 06:10:49 main:574] : INFO : Epoch 1677 | loss: 0.0312032 | val_loss: 0.0312031 | Time: 2401.64 ms [2021-10-01 06:10:52 main:574] : INFO : Epoch 1678 | loss: 0.0312053 | val_loss: 0.031204 | Time: 2312.75 ms [2021-10-01 06:10:54 main:574] : INFO : Epoch 1679 | loss: 0.0312041 | val_loss: 0.0312017 | Time: 2283.71 ms [2021-10-01 06:10:56 main:574] : INFO : Epoch 1680 | loss: 0.0312132 | val_loss: 0.0312021 | Time: 2345.19 ms [2021-10-01 06:10:59 main:574] : INFO : Epoch 1681 | loss: 0.0312029 | val_loss: 0.0311993 | Time: 2311.86 ms [2021-10-01 06:11:01 main:574] : INFO : Epoch 1682 | loss: 0.0312009 | val_loss: 0.0312018 | Time: 2315.17 ms [2021-10-01 06:11:03 main:574] : INFO : Epoch 1683 | loss: 0.0312036 | val_loss: 0.0311982 | Time: 2245.39 ms [2021-10-01 06:11:06 main:574] : INFO : Epoch 1684 | loss: 0.0312016 | val_loss: 0.0312022 | Time: 2281.19 ms [2021-10-01 06:11:08 main:574] : INFO : Epoch 1685 | loss: 0.0312047 | val_loss: 0.0311974 | Time: 2378.91 ms [2021-10-01 06:11:10 main:574] : INFO : Epoch 1686 | loss: 0.0311991 | val_loss: 0.0311966 | Time: 2356.78 ms [2021-10-01 06:11:13 main:574] : INFO : Epoch 1687 | loss: 0.0311989 | val_loss: 0.0311976 | Time: 2350.89 ms [2021-10-01 06:11:15 main:574] : INFO : Epoch 1688 | loss: 0.0311988 | val_loss: 0.0312073 | Time: 2366.29 ms [2021-10-01 06:11:17 main:574] : INFO : Epoch 1689 | loss: 0.0312004 | val_loss: 0.0312015 | Time: 2341.68 ms [2021-10-01 06:11:20 main:574] : INFO : Epoch 1690 | loss: 0.0311987 | val_loss: 0.0311952 | Time: 2277.01 ms [2021-10-01 06:11:22 main:574] : INFO : Epoch 1691 | loss: 0.0311999 | val_loss: 0.0312029 | Time: 2372.92 ms [2021-10-01 06:11:24 main:574] : INFO : Epoch 1692 | loss: 0.0311989 | val_loss: 0.0311951 | Time: 2356.48 ms [2021-10-01 06:11:27 main:574] : INFO : Epoch 1693 | loss: 0.0311981 | val_loss: 0.0311962 | Time: 2316.78 ms [2021-10-01 06:11:29 main:574] : INFO : Epoch 1694 | loss: 0.0311974 | val_loss: 0.0311946 | Time: 2247.05 ms [2021-10-01 06:11:31 main:574] : INFO : Epoch 1695 | loss: 0.0312021 | val_loss: 0.0312078 | Time: 2333.36 ms [2021-10-01 06:11:34 main:574] : INFO : Epoch 1696 | loss: 0.0312002 | val_loss: 0.0312015 | Time: 2334.1 ms [2021-10-01 06:11:36 main:574] : INFO : Epoch 1697 | loss: 0.031203 | val_loss: 0.0311956 | Time: 2345.1 ms [2021-10-01 06:11:38 main:574] : INFO : Epoch 1698 | loss: 0.031198 | val_loss: 0.0311955 | Time: 2360.16 ms [2021-10-01 06:11:41 main:574] : INFO : Epoch 1699 | loss: 0.0311971 | val_loss: 0.0311948 | Time: 2377.98 ms [2021-10-01 06:11:43 main:574] : INFO : Epoch 1700 | loss: 0.0311973 | val_loss: 0.0311943 | Time: 2355.36 ms [2021-10-01 06:11:45 main:574] : INFO : Epoch 1701 | loss: 0.0311983 | val_loss: 0.0311948 | Time: 2267.93 ms [2021-10-01 06:11:48 main:574] : INFO : Epoch 1702 | loss: 0.0311988 | val_loss: 0.0311963 | Time: 2388.12 ms [2021-10-01 06:11:50 main:574] : INFO : Epoch 1703 | loss: 0.0312029 | val_loss: 0.0312012 | Time: 2349.61 ms [2021-10-01 06:11:52 main:574] : INFO : Epoch 1704 | loss: 0.0311993 | val_loss: 0.0311983 | Time: 2279.9 ms [2021-10-01 06:11:55 main:574] : INFO : Epoch 1705 | loss: 0.0311988 | val_loss: 0.0311941 | Time: 2211.65 ms [2021-10-01 06:11:57 main:574] : INFO : Epoch 1706 | loss: 0.031196 | val_loss: 0.0311938 | Time: 2384.56 ms [2021-10-01 06:11:59 main:574] : INFO : Epoch 1707 | loss: 0.0311959 | val_loss: 0.0311959 | Time: 2346.33 ms [2021-10-01 06:12:02 main:574] : INFO : Epoch 1708 | loss: 0.0312015 | val_loss: 0.031197 | Time: 2359.71 ms [2021-10-01 06:12:04 main:574] : INFO : Epoch 1709 | loss: 0.0312053 | val_loss: 0.0311964 | Time: 2369.69 ms [2021-10-01 06:12:07 main:574] : INFO : Epoch 1710 | loss: 0.0311977 | val_loss: 0.0311942 | Time: 2347.45 ms [2021-10-01 06:12:09 main:574] : INFO : Epoch 1711 | loss: 0.0311965 | val_loss: 0.0311942 | Time: 2310.68 ms [2021-10-01 06:12:11 main:574] : INFO : Epoch 1712 | loss: 0.031197 | val_loss: 0.0311948 | Time: 2295.6 ms [2021-10-01 06:12:14 main:574] : INFO : Epoch 1713 | loss: 0.0311976 | val_loss: 0.0311983 | Time: 2369.12 ms [2021-10-01 06:12:16 main:574] : INFO : Epoch 1714 | loss: 0.0311977 | val_loss: 0.0311929 | Time: 2355.64 ms [2021-10-01 06:12:18 main:574] : INFO : Epoch 1715 | loss: 0.0311961 | val_loss: 0.0311949 | Time: 2261.09 ms [2021-10-01 06:12:20 main:574] : INFO : Epoch 1716 | loss: 0.0311956 | val_loss: 0.0311929 | Time: 2251.92 ms [2021-10-01 06:12:23 main:574] : INFO : Epoch 1717 | loss: 0.0311961 | val_loss: 0.031197 | Time: 2422.74 ms [2021-10-01 06:12:25 main:574] : INFO : Epoch 1718 | loss: 0.0311989 | val_loss: 0.0311975 | Time: 2310.46 ms [2021-10-01 06:12:28 main:574] : INFO : Epoch 1719 | loss: 0.0311951 | val_loss: 0.0311971 | Time: 2358.23 ms [2021-10-01 06:12:30 main:574] : INFO : Epoch 1720 | loss: 0.0311944 | val_loss: 0.0311915 | Time: 2333.84 ms [2021-10-01 06:12:32 main:574] : INFO : Epoch 1721 | loss: 0.0311947 | val_loss: 0.0311918 | Time: 2373.27 ms [2021-10-01 06:12:35 main:574] : INFO : Epoch 1722 | loss: 0.0311954 | val_loss: 0.0312033 | Time: 2284.19 ms [2021-10-01 06:12:37 main:574] : INFO : Epoch 1723 | loss: 0.031198 | val_loss: 0.0311934 | Time: 2378.37 ms [2021-10-01 06:12:39 main:574] : INFO : Epoch 1724 | loss: 0.031195 | val_loss: 0.0312014 | Time: 2416.58 ms [2021-10-01 06:12:42 main:574] : INFO : Epoch 1725 | loss: 0.0311989 | val_loss: 0.0311961 | Time: 2302.08 ms [2021-10-01 06:12:44 main:574] : INFO : Epoch 1726 | loss: 0.0311992 | val_loss: 0.0311945 | Time: 2238.49 ms [2021-10-01 06:12:46 main:574] : INFO : Epoch 1727 | loss: 0.0311975 | val_loss: 0.031197 | Time: 2284.41 ms [2021-10-01 06:12:49 main:574] : INFO : Epoch 1728 | loss: 0.031195 | val_loss: 0.0311932 | Time: 2407.74 ms [2021-10-01 06:12:51 main:574] : INFO : Epoch 1729 | loss: 0.0311936 | val_loss: 0.0311953 | Time: 2309.27 ms [2021-10-01 06:12:53 main:574] : INFO : Epoch 1730 | loss: 0.0311928 | val_loss: 0.0311913 | Time: 2338.32 ms [2021-10-01 06:12:56 main:574] : INFO : Epoch 1731 | loss: 0.0311933 | val_loss: 0.031195 | Time: 2351.4 ms [2021-10-01 06:12:58 main:574] : INFO : Epoch 1732 | loss: 0.0311945 | val_loss: 0.0311946 | Time: 2383.19 ms [2021-10-01 06:13:00 main:574] : INFO : Epoch 1733 | loss: 0.0311932 | val_loss: 0.0311951 | Time: 2318.67 ms [2021-10-01 06:13:03 main:574] : INFO : Epoch 1734 | loss: 0.0311934 | val_loss: 0.0311942 | Time: 2323.05 ms [2021-10-01 06:13:05 main:574] : INFO : Epoch 1735 | loss: 0.0311962 | val_loss: 0.0311959 | Time: 2328.88 ms [2021-10-01 06:13:07 main:574] : INFO : Epoch 1736 | loss: 0.0311956 | val_loss: 0.0311916 | Time: 2301.45 ms [2021-10-01 06:13:10 main:574] : INFO : Epoch 1737 | loss: 0.0311942 | val_loss: 0.0311925 | Time: 2243.28 ms [2021-10-01 06:13:12 main:574] : INFO : Epoch 1738 | loss: 0.0311924 | val_loss: 0.0311907 | Time: 2272.64 ms [2021-10-01 06:13:14 main:574] : INFO : Epoch 1739 | loss: 0.0311922 | val_loss: 0.0311962 | Time: 2338.43 ms [2021-10-01 06:13:16 main:574] : INFO : Epoch 1740 | loss: 0.0311937 | val_loss: 0.0311943 | Time: 2298.56 ms [2021-10-01 06:13:19 main:574] : INFO : Epoch 1741 | loss: 0.0311942 | val_loss: 0.031192 | Time: 2312.07 ms [2021-10-01 06:13:21 main:574] : INFO : Epoch 1742 | loss: 0.0311941 | val_loss: 0.0311916 | Time: 2342.31 ms [2021-10-01 06:13:23 main:574] : INFO : Epoch 1743 | loss: 0.0311919 | val_loss: 0.0311908 | Time: 2363.71 ms [2021-10-01 06:13:26 main:574] : INFO : Epoch 1744 | loss: 0.0311921 | val_loss: 0.0311903 | Time: 2301.94 ms [2021-10-01 06:13:28 main:574] : INFO : Epoch 1745 | loss: 0.0311924 | val_loss: 0.0311914 | Time: 2346.23 ms [2021-10-01 06:13:30 main:574] : INFO : Epoch 1746 | loss: 0.0311945 | val_loss: 0.0311944 | Time: 2339.3 ms [2021-10-01 06:13:33 main:574] : INFO : Epoch 1747 | loss: 0.031193 | val_loss: 0.0311894 | Time: 2271.29 ms [2021-10-01 06:13:35 main:574] : INFO : Epoch 1748 | loss: 0.031191 | val_loss: 0.0311899 | Time: 2243.63 ms [2021-10-01 06:13:37 main:574] : INFO : Epoch 1749 | loss: 0.0311905 | val_loss: 0.0311892 | Time: 2250.82 ms [2021-10-01 06:13:40 main:574] : INFO : Epoch 1750 | loss: 0.0311907 | val_loss: 0.0311946 | Time: 2283.52 ms [2021-10-01 06:13:42 main:574] : INFO : Epoch 1751 | loss: 0.0311923 | val_loss: 0.0311892 | Time: 2280.6 ms [2021-10-01 06:13:44 main:574] : INFO : Epoch 1752 | loss: 0.031194 | val_loss: 0.0311907 | Time: 2275.09 ms [2021-10-01 06:13:46 main:574] : INFO : Epoch 1753 | loss: 0.0311911 | val_loss: 0.0311932 | Time: 2320.16 ms [2021-10-01 06:13:49 main:574] : INFO : Epoch 1754 | loss: 0.0311928 | val_loss: 0.0311908 | Time: 2320.04 ms [2021-10-01 06:13:51 main:574] : INFO : Epoch 1755 | loss: 0.0311939 | val_loss: 0.0311926 | Time: 2274.92 ms [2021-10-01 06:13:53 main:574] : INFO : Epoch 1756 | loss: 0.0311948 | val_loss: 0.0311913 | Time: 2305.61 ms [2021-10-01 06:13:56 main:574] : INFO : Epoch 1757 | loss: 0.0311929 | val_loss: 0.031191 | Time: 2285.74 ms [2021-10-01 06:13:58 main:574] : INFO : Epoch 1758 | loss: 0.0311934 | val_loss: 0.0311915 | Time: 2237.29 ms [2021-10-01 06:14:00 main:574] : INFO : Epoch 1759 | loss: 0.0311916 | val_loss: 0.0311923 | Time: 2260.49 ms [2021-10-01 06:14:02 main:574] : INFO : Epoch 1760 | loss: 0.0311926 | val_loss: 0.0311905 | Time: 2293.52 ms [2021-10-01 06:14:05 main:574] : INFO : Epoch 1761 | loss: 0.0311912 | val_loss: 0.0311895 | Time: 2296.09 ms [2021-10-01 06:14:07 main:574] : INFO : Epoch 1762 | loss: 0.0311913 | val_loss: 0.0311903 | Time: 2277.69 ms [2021-10-01 06:14:09 main:574] : INFO : Epoch 1763 | loss: 0.0311903 | val_loss: 0.0311891 | Time: 2317.75 ms [2021-10-01 06:14:12 main:574] : INFO : Epoch 1764 | loss: 0.03119 | val_loss: 0.0311895 | Time: 2336.92 ms [2021-10-01 06:14:14 main:574] : INFO : Epoch 1765 | loss: 0.0311901 | val_loss: 0.0311904 | Time: 2341.67 ms [2021-10-01 06:14:16 main:574] : INFO : Epoch 1766 | loss: 0.0311899 | val_loss: 0.0311885 | Time: 2340.44 ms [2021-10-01 06:14:19 main:574] : INFO : Epoch 1767 | loss: 0.031191 | val_loss: 0.0311894 | Time: 2279.04 ms [2021-10-01 06:14:21 main:574] : INFO : Epoch 1768 | loss: 0.0311897 | val_loss: 0.0311896 | Time: 2287.69 ms [2021-10-01 06:14:23 main:574] : INFO : Epoch 1769 | loss: 0.0311917 | val_loss: 0.0311897 | Time: 2243.57 ms [2021-10-01 06:14:25 main:574] : INFO : Epoch 1770 | loss: 0.0311921 | val_loss: 0.0311922 | Time: 2256.97 ms [2021-10-01 06:14:28 main:574] : INFO : Epoch 1771 | loss: 0.0311927 | val_loss: 0.0311951 | Time: 2270.24 ms [2021-10-01 06:14:30 main:574] : INFO : Epoch 1772 | loss: 0.0311905 | val_loss: 0.0311893 | Time: 2289.79 ms [2021-10-01 06:14:32 main:574] : INFO : Epoch 1773 | loss: 0.0311931 | val_loss: 0.0311948 | Time: 2254.28 ms [2021-10-01 06:14:35 main:574] : INFO : Epoch 1774 | loss: 0.0311911 | val_loss: 0.0311891 | Time: 2330.47 ms [2021-10-01 06:14:37 main:574] : INFO : Epoch 1775 | loss: 0.0311906 | val_loss: 0.0311889 | Time: 2335.15 ms [2021-10-01 06:14:39 main:574] : INFO : Epoch 1776 | loss: 0.0311902 | val_loss: 0.0311892 | Time: 2366.47 ms [2021-10-01 06:14:42 main:574] : INFO : Epoch 1777 | loss: 0.031189 | val_loss: 0.0311898 | Time: 2377 ms [2021-10-01 06:14:44 main:574] : INFO : Epoch 1778 | loss: 0.0311908 | val_loss: 0.0311896 | Time: 2326.53 ms [2021-10-01 06:14:46 main:574] : INFO : Epoch 1779 | loss: 0.0311926 | val_loss: 0.031189 | Time: 2376.74 ms [2021-10-01 06:14:49 main:574] : INFO : Epoch 1780 | loss: 0.0311911 | val_loss: 0.0311903 | Time: 2294.71 ms [2021-10-01 06:14:51 main:574] : INFO : Epoch 1781 | loss: 0.031191 | val_loss: 0.0311948 | Time: 2317.14 ms [2021-10-01 06:14:53 main:574] : INFO : Epoch 1782 | loss: 0.0311907 | val_loss: 0.0311918 | Time: 2293.5 ms [2021-10-01 06:14:56 main:574] : INFO : Epoch 1783 | loss: 0.0311921 | val_loss: 0.0311918 | Time: 2305.81 ms [2021-10-01 06:14:58 main:574] : INFO : Epoch 1784 | loss: 0.0311898 | val_loss: 0.0311885 | Time: 2262.51 ms [2021-10-01 06:15:00 main:574] : INFO : Epoch 1785 | loss: 0.0311888 | val_loss: 0.0311885 | Time: 2358.69 ms [2021-10-01 06:15:03 main:574] : INFO : Epoch 1786 | loss: 0.0311888 | val_loss: 0.0311915 | Time: 2336.65 ms [2021-10-01 06:15:05 main:574] : INFO : Epoch 1787 | loss: 0.0311896 | val_loss: 0.0311972 | Time: 2399.34 ms [2021-10-01 06:15:07 main:574] : INFO : Epoch 1788 | loss: 0.0311906 | val_loss: 0.0311891 | Time: 2355.29 ms [2021-10-01 06:15:10 main:574] : INFO : Epoch 1789 | loss: 0.0311888 | val_loss: 0.0311894 | Time: 2298.62 ms [2021-10-01 06:15:12 main:574] : INFO : Epoch 1790 | loss: 0.0311887 | val_loss: 0.0311898 | Time: 2330.72 ms [2021-10-01 06:15:14 main:574] : INFO : Epoch 1791 | loss: 0.0311898 | val_loss: 0.0311934 | Time: 2359.1 ms [2021-10-01 06:15:17 main:574] : INFO : Epoch 1792 | loss: 0.0311911 | val_loss: 0.031191 | Time: 2336.86 ms [2021-10-01 06:15:19 main:574] : INFO : Epoch 1793 | loss: 0.031189 | val_loss: 0.0311887 | Time: 2298.4 ms [2021-10-01 06:15:21 main:574] : INFO : Epoch 1794 | loss: 0.0311892 | val_loss: 0.0311885 | Time: 2312.39 ms [2021-10-01 06:15:24 main:574] : INFO : Epoch 1795 | loss: 0.0311887 | val_loss: 0.0311929 | Time: 2282.31 ms [2021-10-01 06:15:26 main:574] : INFO : Epoch 1796 | loss: 0.03119 | val_loss: 0.0311893 | Time: 2336.39 ms [2021-10-01 06:15:28 main:574] : INFO : Epoch 1797 | loss: 0.031189 | val_loss: 0.0311889 | Time: 2321.73 ms [2021-10-01 06:15:31 main:574] : INFO : Epoch 1798 | loss: 0.0311889 | val_loss: 0.0311896 | Time: 2407.41 ms [2021-10-01 06:15:33 main:574] : INFO : Epoch 1799 | loss: 0.0311909 | val_loss: 0.0311918 | Time: 2386.33 ms [2021-10-01 06:15:35 main:574] : INFO : Epoch 1800 | loss: 0.0311913 | val_loss: 0.031195 | Time: 2318.55 ms [2021-10-01 06:15:38 main:574] : INFO : Epoch 1801 | loss: 0.0311908 | val_loss: 0.0311892 | Time: 2298.32 ms [2021-10-01 06:15:40 main:574] : INFO : Epoch 1802 | loss: 0.0311885 | val_loss: 0.0311898 | Time: 2335.01 ms [2021-10-01 06:15:42 main:574] : INFO : Epoch 1803 | loss: 0.0311886 | val_loss: 0.0311914 | Time: 2315.05 ms [2021-10-01 06:15:45 main:574] : INFO : Epoch 1804 | loss: 0.0311889 | val_loss: 0.0311893 | Time: 2250.25 ms [2021-10-01 06:15:47 main:574] : INFO : Epoch 1805 | loss: 0.0311893 | val_loss: 0.0311914 | Time: 2296.66 ms [2021-10-01 06:15:49 main:574] : INFO : Epoch 1806 | loss: 0.0311883 | val_loss: 0.0311905 | Time: 2364.92 ms [2021-10-01 06:15:52 main:574] : INFO : Epoch 1807 | loss: 0.0311881 | val_loss: 0.031198 | Time: 2393 ms [2021-10-01 06:15:54 main:574] : INFO : Epoch 1808 | loss: 0.03119 | val_loss: 0.0311894 | Time: 2351.89 ms [2021-10-01 06:15:56 main:574] : INFO : Epoch 1809 | loss: 0.0311887 | val_loss: 0.0311951 | Time: 2341 ms [2021-10-01 06:15:59 main:574] : INFO : Epoch 1810 | loss: 0.0311912 | val_loss: 0.0311907 | Time: 2337.94 ms [2021-10-01 06:16:01 main:574] : INFO : Epoch 1811 | loss: 0.0311875 | val_loss: 0.0311884 | Time: 2287.24 ms [2021-10-01 06:16:03 main:574] : INFO : Epoch 1812 | loss: 0.0311875 | val_loss: 0.0311901 | Time: 2305.01 ms [2021-10-01 06:16:06 main:574] : INFO : Epoch 1813 | loss: 0.0311874 | val_loss: 0.0311923 | Time: 2387.53 ms [2021-10-01 06:16:08 main:574] : INFO : Epoch 1814 | loss: 0.0311879 | val_loss: 0.0311894 | Time: 2376.89 ms [2021-10-01 06:16:10 main:574] : INFO : Epoch 1815 | loss: 0.0311888 | val_loss: 0.0311896 | Time: 2260.03 ms [2021-10-01 06:16:13 main:574] : INFO : Epoch 1816 | loss: 0.0311875 | val_loss: 0.0311902 | Time: 2289.68 ms [2021-10-01 06:16:15 main:574] : INFO : Epoch 1817 | loss: 0.0311886 | val_loss: 0.0311891 | Time: 2341.45 ms [2021-10-01 06:16:17 main:574] : INFO : Epoch 1818 | loss: 0.0311901 | val_loss: 0.0311908 | Time: 2370.81 ms [2021-10-01 06:16:20 main:574] : INFO : Epoch 1819 | loss: 0.0311887 | val_loss: 0.0311915 | Time: 2341.68 ms [2021-10-01 06:16:22 main:574] : INFO : Epoch 1820 | loss: 0.0311879 | val_loss: 0.0311947 | Time: 2358.56 ms [2021-10-01 06:16:25 main:574] : INFO : Epoch 1821 | loss: 0.0311937 | val_loss: 0.0311966 | Time: 2374.6 ms [2021-10-01 06:16:27 main:574] : INFO : Epoch 1822 | loss: 0.0311886 | val_loss: 0.0311977 | Time: 2279.02 ms [2021-10-01 06:16:29 main:574] : INFO : Epoch 1823 | loss: 0.0311927 | val_loss: 0.0311897 | Time: 2323.12 ms [2021-10-01 06:16:32 main:574] : INFO : Epoch 1824 | loss: 0.0311878 | val_loss: 0.0311925 | Time: 2387.02 ms [2021-10-01 06:16:34 main:574] : INFO : Epoch 1825 | loss: 0.0311883 | val_loss: 0.0311886 | Time: 2315.09 ms [2021-10-01 06:16:36 main:574] : INFO : Epoch 1826 | loss: 0.0311885 | val_loss: 0.0311906 | Time: 2224.51 ms [2021-10-01 06:16:38 main:574] : INFO : Epoch 1827 | loss: 0.0311888 | val_loss: 0.0311892 | Time: 2216.27 ms [2021-10-01 06:16:41 main:574] : INFO : Epoch 1828 | loss: 0.0311875 | val_loss: 0.0311914 | Time: 2288.94 ms [2021-10-01 06:16:43 main:574] : INFO : Epoch 1829 | loss: 0.0311876 | val_loss: 0.0311884 | Time: 2258.87 ms [2021-10-01 06:16:45 main:574] : INFO : Epoch 1830 | loss: 0.0311886 | val_loss: 0.0311892 | Time: 2325.02 ms [2021-10-01 06:16:47 main:574] : INFO : Epoch 1831 | loss: 0.0311871 | val_loss: 0.0311887 | Time: 2244.28 ms [2021-10-01 06:16:50 main:574] : INFO : Epoch 1832 | loss: 0.0311893 | val_loss: 0.0311891 | Time: 2271.78 ms [2021-10-01 06:16:52 main:574] : INFO : Epoch 1833 | loss: 0.0311884 | val_loss: 0.0311941 | Time: 2281.83 ms [2021-10-01 06:16:54 main:574] : INFO : Epoch 1834 | loss: 0.0311919 | val_loss: 0.0311931 | Time: 2267.3 ms [2021-10-01 06:16:57 main:574] : INFO : Epoch 1835 | loss: 0.0311895 | val_loss: 0.0311903 | Time: 2372 ms [2021-10-01 06:16:59 main:574] : INFO : Epoch 1836 | loss: 0.0311869 | val_loss: 0.03119 | Time: 2256.96 ms [2021-10-01 06:17:01 main:574] : INFO : Epoch 1837 | loss: 0.0311868 | val_loss: 0.0311895 | Time: 2199.78 ms [2021-10-01 06:17:03 main:574] : INFO : Epoch 1838 | loss: 0.0311866 | val_loss: 0.0311887 | Time: 2203.11 ms [2021-10-01 06:17:06 main:574] : INFO : Epoch 1839 | loss: 0.0311869 | val_loss: 0.03119 | Time: 2267.98 ms [2021-10-01 06:17:08 main:574] : INFO : Epoch 1840 | loss: 0.0311871 | val_loss: 0.0311889 | Time: 2282.43 ms [2021-10-01 06:17:10 main:574] : INFO : Epoch 1841 | loss: 0.0311882 | val_loss: 0.0311935 | Time: 2334.86 ms [2021-10-01 06:17:13 main:574] : INFO : Epoch 1842 | loss: 0.0311946 | val_loss: 0.031192 | Time: 2254.8 ms [2021-10-01 06:17:15 main:574] : INFO : Epoch 1843 | loss: 0.0311935 | val_loss: 0.0311999 | Time: 2325.82 ms [2021-10-01 06:17:17 main:574] : INFO : Epoch 1844 | loss: 0.0311898 | val_loss: 0.0311911 | Time: 2335.51 ms [2021-10-01 06:17:20 main:574] : INFO : Epoch 1845 | loss: 0.0311883 | val_loss: 0.0311957 | Time: 2352.15 ms [2021-10-01 06:17:22 main:574] : INFO : Epoch 1846 | loss: 0.0311876 | val_loss: 0.031189 | Time: 2432.45 ms [2021-10-01 06:17:24 main:574] : INFO : Epoch 1847 | loss: 0.0311861 | val_loss: 0.0311895 | Time: 2302.65 ms [2021-10-01 06:17:27 main:574] : INFO : Epoch 1848 | loss: 0.0311881 | val_loss: 0.0311891 | Time: 2248.7 ms [2021-10-01 06:17:29 main:574] : INFO : Epoch 1849 | loss: 0.0311884 | val_loss: 0.0311927 | Time: 2293.88 ms [2021-10-01 06:17:31 main:574] : INFO : Epoch 1850 | loss: 0.031188 | val_loss: 0.0311929 | Time: 2368.09 ms [2021-10-01 06:17:34 main:574] : INFO : Epoch 1851 | loss: 0.0311909 | val_loss: 0.0311931 | Time: 2348.63 ms [2021-10-01 06:17:36 main:574] : INFO : Epoch 1852 | loss: 0.0311875 | val_loss: 0.03119 | Time: 2281.69 ms [2021-10-01 06:17:38 main:574] : INFO : Epoch 1853 | loss: 0.0311857 | val_loss: 0.0311878 | Time: 2473.1 ms [2021-10-01 06:17:41 main:574] : INFO : Epoch 1854 | loss: 0.031186 | val_loss: 0.0311893 | Time: 2419.09 ms [2021-10-01 06:17:43 main:574] : INFO : Epoch 1855 | loss: 0.0311862 | val_loss: 0.0311889 | Time: 2348.54 ms [2021-10-01 06:17:45 main:574] : INFO : Epoch 1856 | loss: 0.0311864 | val_loss: 0.0311919 | Time: 2277.75 ms [2021-10-01 06:17:48 main:574] : INFO : Epoch 1857 | loss: 0.0311868 | val_loss: 0.0311919 | Time: 2287.37 ms [2021-10-01 06:17:50 main:574] : INFO : Epoch 1858 | loss: 0.0311865 | val_loss: 0.0311902 | Time: 2237.3 ms [2021-10-01 06:17:52 main:574] : INFO : Epoch 1859 | loss: 0.0311859 | val_loss: 0.0311893 | Time: 2179.02 ms [2021-10-01 06:17:54 main:574] : INFO : Epoch 1860 | loss: 0.031185 | val_loss: 0.0311907 | Time: 2242.01 ms [2021-10-01 06:17:57 main:574] : INFO : Epoch 1861 | loss: 0.0311861 | val_loss: 0.0311921 | Time: 2349.14 ms [2021-10-01 06:17:59 main:574] : INFO : Epoch 1862 | loss: 0.031186 | val_loss: 0.0311885 | Time: 2292.37 ms [2021-10-01 06:18:01 main:574] : INFO : Epoch 1863 | loss: 0.0311851 | val_loss: 0.031191 | Time: 2396.77 ms [2021-10-01 06:18:04 main:574] : INFO : Epoch 1864 | loss: 0.0311855 | val_loss: 0.0311914 | Time: 2353.31 ms [2021-10-01 06:18:06 main:574] : INFO : Epoch 1865 | loss: 0.0311853 | val_loss: 0.0311895 | Time: 2379.65 ms [2021-10-01 06:18:09 main:574] : INFO : Epoch 1866 | loss: 0.0311868 | val_loss: 0.0311936 | Time: 2391.84 ms [2021-10-01 06:18:11 main:574] : INFO : Epoch 1867 | loss: 0.0311874 | val_loss: 0.0311928 | Time: 2340.87 ms [2021-10-01 06:18:13 main:574] : INFO : Epoch 1868 | loss: 0.0311853 | val_loss: 0.0311899 | Time: 2338.94 ms [2021-10-01 06:18:16 main:574] : INFO : Epoch 1869 | loss: 0.0311847 | val_loss: 0.0311916 | Time: 2302 ms [2021-10-01 06:18:18 main:574] : INFO : Epoch 1870 | loss: 0.0311846 | val_loss: 0.031189 | Time: 2252.47 ms [2021-10-01 06:18:20 main:574] : INFO : Epoch 1871 | loss: 0.0311852 | val_loss: 0.0311882 | Time: 2275.39 ms [2021-10-01 06:18:22 main:574] : INFO : Epoch 1872 | loss: 0.031187 | val_loss: 0.0311905 | Time: 2345.8 ms [2021-10-01 06:18:25 main:574] : INFO : Epoch 1873 | loss: 0.0311861 | val_loss: 0.0311924 | Time: 2317.95 ms [2021-10-01 06:18:27 main:574] : INFO : Epoch 1874 | loss: 0.0311869 | val_loss: 0.0311904 | Time: 2317.44 ms [2021-10-01 06:18:29 main:574] : INFO : Epoch 1875 | loss: 0.0311879 | val_loss: 0.031197 | Time: 2365.79 ms [2021-10-01 06:18:32 main:574] : INFO : Epoch 1876 | loss: 0.0311861 | val_loss: 0.0311921 | Time: 2346.16 ms [2021-10-01 06:18:34 main:574] : INFO : Epoch 1877 | loss: 0.0311845 | val_loss: 0.0311909 | Time: 2315.01 ms [2021-10-01 06:18:36 main:574] : INFO : Epoch 1878 | loss: 0.0311861 | val_loss: 0.031198 | Time: 2339.33 ms [2021-10-01 06:18:39 main:574] : INFO : Epoch 1879 | loss: 0.0311847 | val_loss: 0.0311878 | Time: 2312.55 ms [2021-10-01 06:18:41 main:574] : INFO : Epoch 1880 | loss: 0.0311836 | val_loss: 0.0311887 | Time: 2289.92 ms [2021-10-01 06:18:43 main:574] : INFO : Epoch 1881 | loss: 0.0311839 | val_loss: 0.0311871 | Time: 2249.75 ms [2021-10-01 06:18:46 main:574] : INFO : Epoch 1882 | loss: 0.0311898 | val_loss: 0.0312 | Time: 2285.2 ms [2021-10-01 06:18:48 main:574] : INFO : Epoch 1883 | loss: 0.0311913 | val_loss: 0.0311874 | Time: 2342.52 ms [2021-10-01 06:18:50 main:574] : INFO : Epoch 1884 | loss: 0.0311875 | val_loss: 0.0311878 | Time: 2256.19 ms [2021-10-01 06:18:53 main:574] : INFO : Epoch 1885 | loss: 0.0311838 | val_loss: 0.0311849 | Time: 2289.06 ms [2021-10-01 06:18:55 main:574] : INFO : Epoch 1886 | loss: 0.0311828 | val_loss: 0.031189 | Time: 2324.11 ms [2021-10-01 06:18:57 main:574] : INFO : Epoch 1887 | loss: 0.0311832 | val_loss: 0.0311868 | Time: 2295.52 ms [2021-10-01 06:18:59 main:574] : INFO : Epoch 1888 | loss: 0.0311819 | val_loss: 0.0311964 | Time: 2306.22 ms [2021-10-01 06:19:02 main:574] : INFO : Epoch 1889 | loss: 0.0311832 | val_loss: 0.0311848 | Time: 2297.1 ms [2021-10-01 06:19:04 main:574] : INFO : Epoch 1890 | loss: 0.0311833 | val_loss: 0.0311899 | Time: 2273.63 ms [2021-10-01 06:19:06 main:574] : INFO : Epoch 1891 | loss: 0.0311801 | val_loss: 0.0311843 | Time: 2253.72 ms [2021-10-01 06:19:09 main:574] : INFO : Epoch 1892 | loss: 0.0311816 | val_loss: 0.0311904 | Time: 2301.02 ms [2021-10-01 06:19:11 main:574] : INFO : Epoch 1893 | loss: 0.0311801 | val_loss: 0.0311844 | Time: 2223.91 ms [2021-10-01 06:19:13 main:574] : INFO : Epoch 1894 | loss: 0.0311793 | val_loss: 0.031185 | Time: 2297.01 ms [2021-10-01 06:19:15 main:574] : INFO : Epoch 1895 | loss: 0.0311793 | val_loss: 0.0311919 | Time: 2268.84 ms [2021-10-01 06:19:18 main:574] : INFO : Epoch 1896 | loss: 0.0311829 | val_loss: 0.0311907 | Time: 2307.18 ms [2021-10-01 06:19:20 main:574] : INFO : Epoch 1897 | loss: 0.0311807 | val_loss: 0.0311845 | Time: 2291.47 ms [2021-10-01 06:19:22 main:574] : INFO : Epoch 1898 | loss: 0.031181 | val_loss: 0.0311836 | Time: 2292.3 ms [2021-10-01 06:19:25 main:574] : INFO : Epoch 1899 | loss: 0.0311787 | val_loss: 0.0311867 | Time: 2347.83 ms [2021-10-01 06:19:27 main:574] : INFO : Epoch 1900 | loss: 0.0311829 | val_loss: 0.0311922 | Time: 2241.69 ms [2021-10-01 06:19:29 main:574] : INFO : Epoch 1901 | loss: 0.0311813 | val_loss: 0.0311894 | Time: 2221.42 ms [2021-10-01 06:19:31 main:574] : INFO : Epoch 1902 | loss: 0.0311783 | val_loss: 0.0311819 | Time: 2274 ms [2021-10-01 06:19:34 main:574] : INFO : Epoch 1903 | loss: 0.0311777 | val_loss: 0.0311835 | Time: 2273.59 ms [2021-10-01 06:19:36 main:574] : INFO : Epoch 1904 | loss: 0.0311787 | val_loss: 0.0311837 | Time: 2241.2 ms [2021-10-01 06:19:38 main:574] : INFO : Epoch 1905 | loss: 0.0311777 | val_loss: 0.0311824 | Time: 2291.73 ms [2021-10-01 06:19:41 main:574] : INFO : Epoch 1906 | loss: 0.0311777 | val_loss: 0.0311834 | Time: 2314.01 ms [2021-10-01 06:19:43 main:574] : INFO : Epoch 1907 | loss: 0.0311775 | val_loss: 0.0311836 | Time: 2361.73 ms [2021-10-01 06:19:45 main:574] : INFO : Epoch 1908 | loss: 0.0311774 | val_loss: 0.0311854 | Time: 2327.53 ms [2021-10-01 06:19:48 main:574] : INFO : Epoch 1909 | loss: 0.0311776 | val_loss: 0.0311836 | Time: 2324.92 ms [2021-10-01 06:19:50 main:574] : INFO : Epoch 1910 | loss: 0.0311765 | val_loss: 0.031184 | Time: 2377.33 ms [2021-10-01 06:19:52 main:574] : INFO : Epoch 1911 | loss: 0.0311752 | val_loss: 0.0311817 | Time: 2261.54 ms [2021-10-01 06:19:55 main:574] : INFO : Epoch 1912 | loss: 0.0311752 | val_loss: 0.0311819 | Time: 2269.41 ms [2021-10-01 06:19:57 main:574] : INFO : Epoch 1913 | loss: 0.031175 | val_loss: 0.0311815 | Time: 2386.77 ms [2021-10-01 06:19:59 main:574] : INFO : Epoch 1914 | loss: 0.0311749 | val_loss: 0.0311856 | Time: 2334.93 ms [2021-10-01 06:20:02 main:574] : INFO : Epoch 1915 | loss: 0.0311752 | val_loss: 0.0311823 | Time: 2307.54 ms [2021-10-01 06:20:04 main:574] : INFO : Epoch 1916 | loss: 0.0311746 | val_loss: 0.0311826 | Time: 2311.96 ms [2021-10-01 06:20:06 main:574] : INFO : Epoch 1917 | loss: 0.0311741 | val_loss: 0.0311832 | Time: 2360.56 ms [2021-10-01 06:20:09 main:574] : INFO : Epoch 1918 | loss: 0.0311755 | val_loss: 0.031191 | Time: 2276 ms [2021-10-01 06:20:11 main:574] : INFO : Epoch 1919 | loss: 0.0311739 | val_loss: 0.0311802 | Time: 2317.73 ms [2021-10-01 06:20:13 main:574] : INFO : Epoch 1920 | loss: 0.031172 | val_loss: 0.0311826 | Time: 2397.63 ms [2021-10-01 06:20:16 main:574] : INFO : Epoch 1921 | loss: 0.0311727 | val_loss: 0.0311797 | Time: 2369.21 ms [2021-10-01 06:20:18 main:574] : INFO : Epoch 1922 | loss: 0.0311729 | val_loss: 0.0311798 | Time: 2317.28 ms [2021-10-01 06:20:20 main:574] : INFO : Epoch 1923 | loss: 0.0311712 | val_loss: 0.0311803 | Time: 2304.16 ms [2021-10-01 06:20:23 main:574] : INFO : Epoch 1924 | loss: 0.0311707 | val_loss: 0.0311777 | Time: 2353.78 ms [2021-10-01 06:20:25 main:574] : INFO : Epoch 1925 | loss: 0.0311743 | val_loss: 0.0311778 | Time: 2314.84 ms [2021-10-01 06:20:27 main:574] : INFO : Epoch 1926 | loss: 0.0311731 | val_loss: 0.0311779 | Time: 2295.72 ms [2021-10-01 06:20:30 main:574] : INFO : Epoch 1927 | loss: 0.0311702 | val_loss: 0.0311826 | Time: 2274.9 ms [2021-10-01 06:20:32 main:574] : INFO : Epoch 1928 | loss: 0.0311726 | val_loss: 0.0311797 | Time: 2296.35 ms [2021-10-01 06:20:34 main:574] : INFO : Epoch 1929 | loss: 0.0311738 | val_loss: 0.0311801 | Time: 2329.12 ms [2021-10-01 06:20:37 main:574] : INFO : Epoch 1930 | loss: 0.0311743 | val_loss: 0.0311798 | Time: 2339.63 ms [2021-10-01 06:20:39 main:574] : INFO : Epoch 1931 | loss: 0.0311708 | val_loss: 0.0311781 | Time: 2359.09 ms [2021-10-01 06:20:41 main:574] : INFO : Epoch 1932 | loss: 0.0311694 | val_loss: 0.031181 | Time: 2346.06 ms [2021-10-01 06:20:44 main:574] : INFO : Epoch 1933 | loss: 0.0311702 | val_loss: 0.0311765 | Time: 2312.92 ms [2021-10-01 06:20:46 main:574] : INFO : Epoch 1934 | loss: 0.0311678 | val_loss: 0.0311761 | Time: 2338.59 ms [2021-10-01 06:20:48 main:574] : INFO : Epoch 1935 | loss: 0.0311661 | val_loss: 0.0311759 | Time: 2376.17 ms [2021-10-01 06:20:51 main:574] : INFO : Epoch 1936 | loss: 0.0311699 | val_loss: 0.0311797 | Time: 2359.3 ms [2021-10-01 06:20:53 main:574] : INFO : Epoch 1937 | loss: 0.0311707 | val_loss: 0.0311778 | Time: 2302.31 ms [2021-10-01 06:20:55 main:574] : INFO : Epoch 1938 | loss: 0.031168 | val_loss: 0.0311864 | Time: 2284.41 ms [2021-10-01 06:20:58 main:574] : INFO : Epoch 1939 | loss: 0.0311727 | val_loss: 0.0311768 | Time: 2315.42 ms [2021-10-01 06:21:00 main:574] : INFO : Epoch 1940 | loss: 0.0311684 | val_loss: 0.0311754 | Time: 2353.63 ms [2021-10-01 06:21:02 main:574] : INFO : Epoch 1941 | loss: 0.0311661 | val_loss: 0.0311743 | Time: 2352.9 ms [2021-10-01 06:21:05 main:574] : INFO : Epoch 1942 | loss: 0.031167 | val_loss: 0.0311777 | Time: 2376.89 ms [2021-10-01 06:21:07 main:574] : INFO : Epoch 1943 | loss: 0.0311657 | val_loss: 0.0311799 | Time: 2316.39 ms [2021-10-01 06:21:09 main:574] : INFO : Epoch 1944 | loss: 0.0311664 | val_loss: 0.0311765 | Time: 2298.19 ms [2021-10-01 06:21:12 main:574] : INFO : Epoch 1945 | loss: 0.031166 | val_loss: 0.0311758 | Time: 2335.99 ms [2021-10-01 06:21:14 main:574] : INFO : Epoch 1946 | loss: 0.0311658 | val_loss: 0.0311751 | Time: 2338.15 ms [2021-10-01 06:21:16 main:574] : INFO : Epoch 1947 | loss: 0.0311687 | val_loss: 0.0311764 | Time: 2401.66 ms [2021-10-01 06:21:19 main:574] : INFO : Epoch 1948 | loss: 0.0311679 | val_loss: 0.0311756 | Time: 2248.5 ms [2021-10-01 06:21:21 main:574] : INFO : Epoch 1949 | loss: 0.0311659 | val_loss: 0.031176 | Time: 2285.43 ms [2021-10-01 06:21:23 main:574] : INFO : Epoch 1950 | loss: 0.0311674 | val_loss: 0.0311783 | Time: 2377.73 ms [2021-10-01 06:21:26 main:574] : INFO : Epoch 1951 | loss: 0.031166 | val_loss: 0.0311759 | Time: 2314.83 ms [2021-10-01 06:21:28 main:574] : INFO : Epoch 1952 | loss: 0.031164 | val_loss: 0.0311751 | Time: 2379.61 ms [2021-10-01 06:21:30 main:574] : INFO : Epoch 1953 | loss: 0.0311646 | val_loss: 0.0311777 | Time: 2317.53 ms [2021-10-01 06:21:33 main:574] : INFO : Epoch 1954 | loss: 0.0311643 | val_loss: 0.0311756 | Time: 2324.63 ms [2021-10-01 06:21:35 main:574] : INFO : Epoch 1955 | loss: 0.0311646 | val_loss: 0.0311753 | Time: 2305.65 ms [2021-10-01 06:21:37 main:574] : INFO : Epoch 1956 | loss: 0.0311652 | val_loss: 0.0311784 | Time: 2321.12 ms [2021-10-01 06:21:40 main:574] : INFO : Epoch 1957 | loss: 0.0311646 | val_loss: 0.0311749 | Time: 2364.17 ms [2021-10-01 06:21:42 main:574] : INFO : Epoch 1958 | loss: 0.0311638 | val_loss: 0.0311806 | Time: 2325.59 ms [2021-10-01 06:21:44 main:574] : INFO : Epoch 1959 | loss: 0.0311648 | val_loss: 0.0311751 | Time: 2282.99 ms [2021-10-01 06:21:47 main:574] : INFO : Epoch 1960 | loss: 0.0311654 | val_loss: 0.0311761 | Time: 2256.1 ms [2021-10-01 06:21:49 main:574] : INFO : Epoch 1961 | loss: 0.0311665 | val_loss: 0.0311768 | Time: 2365.17 ms [2021-10-01 06:21:51 main:574] : INFO : Epoch 1962 | loss: 0.0311654 | val_loss: 0.0311796 | Time: 2311.94 ms [2021-10-01 06:21:54 main:574] : INFO : Epoch 1963 | loss: 0.0311708 | val_loss: 0.0311754 | Time: 2403.34 ms [2021-10-01 06:21:56 main:574] : INFO : Epoch 1964 | loss: 0.0311669 | val_loss: 0.0311825 | Time: 2300.23 ms [2021-10-01 06:21:58 main:574] : INFO : Epoch 1965 | loss: 0.0311651 | val_loss: 0.0311728 | Time: 2323.71 ms [2021-10-01 06:22:01 main:574] : INFO : Epoch 1966 | loss: 0.0311646 | val_loss: 0.0311724 | Time: 2324.25 ms [2021-10-01 06:22:03 main:574] : INFO : Epoch 1967 | loss: 0.0311673 | val_loss: 0.0311751 | Time: 2302.01 ms [2021-10-01 06:22:05 main:574] : INFO : Epoch 1968 | loss: 0.0311659 | val_loss: 0.0311731 | Time: 2398.01 ms [2021-10-01 06:22:08 main:574] : INFO : Epoch 1969 | loss: 0.0311639 | val_loss: 0.0311777 | Time: 2314.67 ms [2021-10-01 06:22:10 main:574] : INFO : Epoch 1970 | loss: 0.0311634 | val_loss: 0.0311764 | Time: 2267.18 ms [2021-10-01 06:22:12 main:574] : INFO : Epoch 1971 | loss: 0.0311623 | val_loss: 0.0311775 | Time: 2236.3 ms [2021-10-01 06:22:15 main:574] : INFO : Epoch 1972 | loss: 0.031165 | val_loss: 0.0311748 | Time: 2366.84 ms [2021-10-01 06:22:17 main:574] : INFO : Epoch 1973 | loss: 0.0311624 | val_loss: 0.0311731 | Time: 2296.49 ms [2021-10-01 06:22:19 main:574] : INFO : Epoch 1974 | loss: 0.0311645 | val_loss: 0.0311761 | Time: 2375.16 ms [2021-10-01 06:22:22 main:574] : INFO : Epoch 1975 | loss: 0.0311638 | val_loss: 0.0311738 | Time: 2285.82 ms [2021-10-01 06:22:24 main:574] : INFO : Epoch 1976 | loss: 0.0311629 | val_loss: 0.0311738 | Time: 2324.15 ms [2021-10-01 06:22:26 main:574] : INFO : Epoch 1977 | loss: 0.0311636 | val_loss: 0.0311734 | Time: 2376.32 ms [2021-10-01 06:22:29 main:574] : INFO : Epoch 1978 | loss: 0.0311618 | val_loss: 0.0311795 | Time: 2337.39 ms [2021-10-01 06:22:31 main:574] : INFO : Epoch 1979 | loss: 0.0311614 | val_loss: 0.0311763 | Time: 2433.07 ms [2021-10-01 06:22:33 main:574] : INFO : Epoch 1980 | loss: 0.03116 | val_loss: 0.0311795 | Time: 2289.76 ms [2021-10-01 06:22:36 main:574] : INFO : Epoch 1981 | loss: 0.0311622 | val_loss: 0.0311735 | Time: 2267.17 ms [2021-10-01 06:22:38 main:574] : INFO : Epoch 1982 | loss: 0.0311641 | val_loss: 0.0311851 | Time: 2320.98 ms [2021-10-01 06:22:40 main:574] : INFO : Epoch 1983 | loss: 0.0311791 | val_loss: 0.0311945 | Time: 2332.6 ms [2021-10-01 06:22:43 main:574] : INFO : Epoch 1984 | loss: 0.0311796 | val_loss: 0.0311784 | Time: 2327.19 ms [2021-10-01 06:22:45 main:574] : INFO : Epoch 1985 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 2277.95 ms [2021-10-01 06:22:47 main:574] : INFO : Epoch 1986 | loss: 0.0311657 | val_loss: 0.0311726 | Time: 2242.55 ms [2021-10-01 06:22:49 main:574] : INFO : Epoch 1987 | loss: 0.0311646 | val_loss: 0.0311719 | Time: 2209.3 ms [2021-10-01 06:22:52 main:574] : INFO : Epoch 1988 | loss: 0.0311652 | val_loss: 0.0311722 | Time: 2231.28 ms [2021-10-01 06:22:54 main:574] : INFO : Epoch 1989 | loss: 0.0311692 | val_loss: 0.0311704 | Time: 2348.54 ms [2021-10-01 06:22:56 main:574] : INFO : Epoch 1990 | loss: 0.0311638 | val_loss: 0.0311704 | Time: 2325.32 ms [2021-10-01 06:22:59 main:574] : INFO : Epoch 1991 | loss: 0.0311608 | val_loss: 0.0311762 | Time: 2311.41 ms [2021-10-01 06:23:01 main:574] : INFO : Epoch 1992 | loss: 0.0311607 | val_loss: 0.0311708 | Time: 2297.89 ms [2021-10-01 06:23:03 main:574] : INFO : Epoch 1993 | loss: 0.031159 | val_loss: 0.0311724 | Time: 2392.2 ms [2021-10-01 06:23:06 main:574] : INFO : Epoch 1994 | loss: 0.0311591 | val_loss: 0.0311758 | Time: 2378.79 ms [2021-10-01 06:23:08 main:574] : INFO : Epoch 1995 | loss: 0.0311588 | val_loss: 0.0311728 | Time: 2362.66 ms [2021-10-01 06:23:10 main:574] : INFO : Epoch 1996 | loss: 0.031158 | val_loss: 0.0311751 | Time: 2347.64 ms [2021-10-01 06:23:13 main:574] : INFO : Epoch 1997 | loss: 0.0311569 | val_loss: 0.0311736 | Time: 2336.31 ms [2021-10-01 06:23:15 main:574] : INFO : Epoch 1998 | loss: 0.0311577 | val_loss: 0.0311722 | Time: 2259.49 ms [2021-10-01 06:23:17 main:574] : INFO : Epoch 1999 | loss: 0.0311565 | val_loss: 0.0311729 | Time: 2336.89 ms [2021-10-01 06:23:20 main:574] : INFO : Epoch 2000 | loss: 0.0311562 | val_loss: 0.0311742 | Time: 2349 ms [2021-10-01 06:23:22 main:574] : INFO : Epoch 2001 | loss: 0.0311566 | val_loss: 0.0311727 | Time: 2340.22 ms [2021-10-01 06:23:24 main:574] : INFO : Epoch 2002 | loss: 0.0311554 | val_loss: 0.0311757 | Time: 2258.78 ms [2021-10-01 06:23:27 main:574] : INFO : Epoch 2003 | loss: 0.0311626 | val_loss: 0.0311749 | Time: 2326.76 ms [2021-10-01 06:23:29 main:574] : INFO : Epoch 2004 | loss: 0.0311595 | val_loss: 0.0311786 | Time: 2369.29 ms [2021-10-01 06:23:31 main:574] : INFO : Epoch 2005 | loss: 0.0311588 | val_loss: 0.0311727 | Time: 2315.28 ms [2021-10-01 06:23:34 main:574] : INFO : Epoch 2006 | loss: 0.0311575 | val_loss: 0.0311719 | Time: 2379.78 ms [2021-10-01 06:23:36 main:574] : INFO : Epoch 2007 | loss: 0.0311573 | val_loss: 0.031173 | Time: 2316.47 ms [2021-10-01 06:23:38 main:574] : INFO : Epoch 2008 | loss: 0.031158 | val_loss: 0.0311764 | Time: 2331.88 ms [2021-10-01 06:23:41 main:574] : INFO : Epoch 2009 | loss: 0.031156 | val_loss: 0.0311723 | Time: 2308.14 ms [2021-10-01 06:23:43 main:574] : INFO : Epoch 2010 | loss: 0.0311551 | val_loss: 0.0311736 | Time: 2372.33 ms [2021-10-01 06:23:45 main:574] : INFO : Epoch 2011 | loss: 0.031155 | val_loss: 0.0311736 | Time: 2334.13 ms [2021-10-01 06:23:48 main:574] : INFO : Epoch 2012 | loss: 0.0311551 | val_loss: 0.0311734 | Time: 2296.46 ms [2021-10-01 06:23:50 main:574] : INFO : Epoch 2013 | loss: 0.0311551 | val_loss: 0.0311731 | Time: 2248.58 ms [2021-10-01 06:23:52 main:574] : INFO : Epoch 2014 | loss: 0.0311575 | val_loss: 0.0311744 | Time: 2348.19 ms [2021-10-01 06:23:55 main:574] : INFO : Epoch 2015 | loss: 0.0311592 | val_loss: 0.0311835 | Time: 2329.63 ms [2021-10-01 06:23:57 main:574] : INFO : Epoch 2016 | loss: 0.0311662 | val_loss: 0.0311776 | Time: 2283.28 ms [2021-10-01 06:23:59 main:574] : INFO : Epoch 2017 | loss: 0.0311655 | val_loss: 0.0311787 | Time: 2312.9 ms [2021-10-01 06:24:02 main:574] : INFO : Epoch 2018 | loss: 0.031163 | val_loss: 0.0311737 | Time: 2310.9 ms [2021-10-01 06:24:04 main:574] : INFO : Epoch 2019 | loss: 0.0311604 | val_loss: 0.0311787 | Time: 2265.3 ms [2021-10-01 06:24:06 main:574] : INFO : Epoch 2020 | loss: 0.031158 | val_loss: 0.0311717 | Time: 2250.48 ms [2021-10-01 06:24:08 main:574] : INFO : Epoch 2021 | loss: 0.031158 | val_loss: 0.0311718 | Time: 2329.99 ms [2021-10-01 06:24:11 main:574] : INFO : Epoch 2022 | loss: 0.0311579 | val_loss: 0.0311724 | Time: 2311 ms [2021-10-01 06:24:13 main:574] : INFO : Epoch 2023 | loss: 0.0311557 | val_loss: 0.0311743 | Time: 2267.54 ms [2021-10-01 06:24:15 main:574] : INFO : Epoch 2024 | loss: 0.0311555 | val_loss: 0.0311755 | Time: 2273.5 ms [2021-10-01 06:24:18 main:574] : INFO : Epoch 2025 | loss: 0.0311543 | val_loss: 0.0311753 | Time: 2324.88 ms [2021-10-01 06:24:20 main:574] : INFO : Epoch 2026 | loss: 0.0311537 | val_loss: 0.031177 | Time: 2325.97 ms [2021-10-01 06:24:22 main:574] : INFO : Epoch 2027 | loss: 0.0311542 | val_loss: 0.0311749 | Time: 2273.75 ms [2021-10-01 06:24:25 main:574] : INFO : Epoch 2028 | loss: 0.0311543 | val_loss: 0.0311774 | Time: 2342.37 ms [2021-10-01 06:24:27 main:574] : INFO : Epoch 2029 | loss: 0.0311539 | val_loss: 0.0311745 | Time: 2274.67 ms [2021-10-01 06:24:29 main:574] : INFO : Epoch 2030 | loss: 0.0311541 | val_loss: 0.0311748 | Time: 2219.48 ms [2021-10-01 06:24:31 main:574] : INFO : Epoch 2031 | loss: 0.0311551 | val_loss: 0.0311742 | Time: 2291.98 ms [2021-10-01 06:24:34 main:574] : INFO : Epoch 2032 | loss: 0.0311567 | val_loss: 0.0311842 | Time: 2347.32 ms [2021-10-01 06:24:36 main:574] : INFO : Epoch 2033 | loss: 0.0311558 | val_loss: 0.0311766 | Time: 2270.44 ms [2021-10-01 06:24:38 main:574] : INFO : Epoch 2034 | loss: 0.0311564 | val_loss: 0.0311763 | Time: 2252.75 ms [2021-10-01 06:24:41 main:574] : INFO : Epoch 2035 | loss: 0.0311565 | val_loss: 0.0311724 | Time: 2275.94 ms [2021-10-01 06:24:43 main:574] : INFO : Epoch 2036 | loss: 0.031156 | val_loss: 0.0311738 | Time: 2436.55 ms [2021-10-01 06:24:45 main:574] : INFO : Epoch 2037 | loss: 0.0311538 | val_loss: 0.0311772 | Time: 2327.27 ms [2021-10-01 06:24:48 main:574] : INFO : Epoch 2038 | loss: 0.0311525 | val_loss: 0.0311762 | Time: 2296.05 ms [2021-10-01 06:24:50 main:574] : INFO : Epoch 2039 | loss: 0.0311539 | val_loss: 0.031176 | Time: 2387.57 ms [2021-10-01 06:24:52 main:574] : INFO : Epoch 2040 | loss: 0.0311556 | val_loss: 0.0311739 | Time: 2327.48 ms [2021-10-01 06:24:55 main:574] : INFO : Epoch 2041 | loss: 0.0311537 | val_loss: 0.0311767 | Time: 2275.16 ms [2021-10-01 06:24:57 main:574] : INFO : Epoch 2042 | loss: 0.0311522 | val_loss: 0.03118 | Time: 2311.52 ms [2021-10-01 06:24:59 main:574] : INFO : Epoch 2043 | loss: 0.0311511 | val_loss: 0.0311777 | Time: 2320.29 ms [2021-10-01 06:25:02 main:574] : INFO : Epoch 2044 | loss: 0.031155 | val_loss: 0.0311806 | Time: 2311.34 ms [2021-10-01 06:25:04 main:574] : INFO : Epoch 2045 | loss: 0.0311524 | val_loss: 0.031175 | Time: 2259.69 ms [2021-10-01 06:25:06 main:574] : INFO : Epoch 2046 | loss: 0.0311532 | val_loss: 0.0311742 | Time: 2283.32 ms [2021-10-01 06:25:09 main:574] : INFO : Epoch 2047 | loss: 0.0311505 | val_loss: 0.0311767 | Time: 2396.68 ms [2021-10-01 06:25:11 main:574] : INFO : Epoch 2048 | loss: 0.0311547 | val_loss: 0.0311761 | Time: 2303.83 ms [2021-10-01 06:25:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311761 [2021-10-01 06:25:11 main:603] : INFO : Saving end state to config to file [2021-10-01 06:25:11 main:608] : INFO : Success, exiting.. 06:25:11 (30924): 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)