Task 7721183
| Name | ParityModified-1630353016-2205-3_2 |
| Workunit | 5076082 |
| Created | 30 Sep 2021, 12:36:11 UTC |
| Sent | 1 Oct 2021, 1:44:19 UTC |
| Report deadline | 8 Oct 2021, 1:44:19 UTC |
| Received | 1 Oct 2021, 3:05:46 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 20 min 31 sec |
| CPU time | 1 hours 19 min 29 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> ain:574] : INFO : Epoch 1542 | loss: 0.0311772 | val_loss: 0.0311926 | Time: 2473.65 ms [2021-10-01 04:45:37 main:574] : INFO : Epoch 1543 | loss: 0.0311769 | val_loss: 0.0311937 | Time: 2368.18 ms [2021-10-01 04:45:39 main:574] : INFO : Epoch 1544 | loss: 0.0311768 | val_loss: 0.0311945 | Time: 2326.19 ms [2021-10-01 04:45:41 main:574] : INFO : Epoch 1545 | loss: 0.0311784 | val_loss: 0.0311946 | Time: 2410.29 ms [2021-10-01 04:45:44 main:574] : INFO : Epoch 1546 | loss: 0.0311816 | val_loss: 0.0311958 | Time: 2300.45 ms [2021-10-01 04:45:46 main:574] : INFO : Epoch 1547 | loss: 0.0311797 | val_loss: 0.031195 | Time: 2242.12 ms [2021-10-01 04:45:48 main:574] : INFO : Epoch 1548 | loss: 0.0311792 | val_loss: 0.0311959 | Time: 2294.78 ms [2021-10-01 04:45:51 main:574] : INFO : Epoch 1549 | loss: 0.0311781 | val_loss: 0.0311942 | Time: 2376.77 ms [2021-10-01 04:45:53 main:574] : INFO : Epoch 1550 | loss: 0.0311776 | val_loss: 0.0311937 | Time: 2430.83 ms [2021-10-01 04:45:55 main:574] : INFO : Epoch 1551 | loss: 0.0311891 | val_loss: 0.0311956 | Time: 2287.27 ms [2021-10-01 04:45:58 main:574] : INFO : Epoch 1552 | loss: 0.0311915 | val_loss: 0.0311939 | Time: 2328.67 ms [2021-10-01 04:46:00 main:574] : INFO : Epoch 1553 | loss: 0.0311904 | val_loss: 0.0311952 | Time: 2416.58 ms [2021-10-01 04:46:02 main:574] : INFO : Epoch 1554 | loss: 0.0311906 | val_loss: 0.0311954 | Time: 2313.1 ms [2021-10-01 04:46:05 main:574] : INFO : Epoch 1555 | loss: 0.0311933 | val_loss: 0.0312015 | Time: 2295.5 ms [2021-10-01 04:46:07 main:574] : INFO : Epoch 1556 | loss: 0.0312024 | val_loss: 0.0312122 | Time: 2392.88 ms [2021-10-01 04:46:09 main:574] : INFO : Epoch 1557 | loss: 0.031212 | val_loss: 0.0312171 | Time: 2329.11 ms [2021-10-01 04:46:12 main:574] : INFO : Epoch 1558 | loss: 0.0312143 | val_loss: 0.0312191 | Time: 2276.36 ms [2021-10-01 04:46:14 main:574] : INFO : Epoch 1559 | loss: 0.0312142 | val_loss: 0.0312229 | Time: 2313.54 ms [2021-10-01 04:46:16 main:574] : INFO : Epoch 1560 | loss: 0.0312198 | val_loss: 0.0312223 | Time: 2401.83 ms [2021-10-01 04:46:19 main:574] : INFO : Epoch 1561 | loss: 0.0312226 | val_loss: 0.0312247 | Time: 2377.02 ms [2021-10-01 04:46:21 main:574] : INFO : Epoch 1562 | loss: 0.0312235 | val_loss: 0.0312262 | Time: 2285.34 ms [2021-10-01 04:46:23 main:574] : INFO : Epoch 1563 | loss: 0.0312225 | val_loss: 0.031221 | Time: 2287.49 ms [2021-10-01 04:46:26 main:574] : INFO : Epoch 1564 | loss: 0.0312225 | val_loss: 0.0312213 | Time: 2384.88 ms [2021-10-01 04:46:28 main:574] : INFO : Epoch 1565 | loss: 0.031228 | val_loss: 0.0312308 | Time: 2342.68 ms [2021-10-01 04:46:30 main:574] : INFO : Epoch 1566 | loss: 0.0312307 | val_loss: 0.0312302 | Time: 2360.33 ms [2021-10-01 04:46:33 main:574] : INFO : Epoch 1567 | loss: 0.0312268 | val_loss: 0.0312287 | Time: 2340.08 ms [2021-10-01 04:46:35 main:574] : INFO : Epoch 1568 | loss: 0.0312278 | val_loss: 0.0312272 | Time: 2302.38 ms [2021-10-01 04:46:37 main:574] : INFO : Epoch 1569 | loss: 0.0312279 | val_loss: 0.0312294 | Time: 2238.6 ms [2021-10-01 04:46:40 main:574] : INFO : Epoch 1570 | loss: 0.0312273 | val_loss: 0.0312285 | Time: 2364.66 ms [2021-10-01 04:46:42 main:574] : INFO : Epoch 1571 | loss: 0.0312269 | val_loss: 0.0312276 | Time: 2373.53 ms [2021-10-01 04:46:44 main:574] : INFO : Epoch 1572 | loss: 0.0312255 | val_loss: 0.0312264 | Time: 2384.36 ms [2021-10-01 04:46:47 main:574] : INFO : Epoch 1573 | loss: 0.0312263 | val_loss: 0.0312278 | Time: 2342.16 ms [2021-10-01 04:46:49 main:574] : INFO : Epoch 1574 | loss: 0.0312276 | val_loss: 0.0312294 | Time: 2335.57 ms [2021-10-01 04:46:51 main:574] : INFO : Epoch 1575 | loss: 0.0312244 | val_loss: 0.0312296 | Time: 2317.58 ms [2021-10-01 04:46:54 main:574] : INFO : Epoch 1576 | loss: 0.0312243 | val_loss: 0.031227 | Time: 2329.84 ms [2021-10-01 04:46:56 main:574] : INFO : Epoch 1577 | loss: 0.031224 | val_loss: 0.0312256 | Time: 2384.51 ms [2021-10-01 04:46:59 main:574] : INFO : Epoch 1578 | loss: 0.0312247 | val_loss: 0.0312249 | Time: 2327.76 ms [2021-10-01 04:47:01 main:574] : INFO : Epoch 1579 | loss: 0.0312243 | val_loss: 0.0312231 | Time: 2244.35 ms [2021-10-01 04:47:03 main:574] : INFO : Epoch 1580 | loss: 0.0312251 | val_loss: 0.031231 | Time: 2323.7 ms [2021-10-01 04:47:06 main:574] : INFO : Epoch 1581 | loss: 0.0312253 | val_loss: 0.031226 | Time: 2375.82 ms [2021-10-01 04:47:08 main:574] : INFO : Epoch 1582 | loss: 0.0312236 | val_loss: 0.0312268 | Time: 2308.37 ms [2021-10-01 04:47:10 main:574] : INFO : Epoch 1583 | loss: 0.0312248 | val_loss: 0.0312287 | Time: 2345.68 ms [2021-10-01 04:47:13 main:574] : INFO : Epoch 1584 | loss: 0.0312281 | val_loss: 0.0312301 | Time: 2339.24 ms [2021-10-01 04:47:15 main:574] : INFO : Epoch 1585 | loss: 0.0312267 | val_loss: 0.0312277 | Time: 2307.51 ms [2021-10-01 04:47:17 main:574] : INFO : Epoch 1586 | loss: 0.0312256 | val_loss: 0.0312284 | Time: 2331.76 ms [2021-10-01 04:47:20 main:574] : INFO : Epoch 1587 | loss: 0.0312257 | val_loss: 0.0312259 | Time: 2347.36 ms [2021-10-01 04:47:22 main:574] : INFO : Epoch 1588 | loss: 0.0312228 | val_loss: 0.031226 | Time: 2356.06 ms [2021-10-01 04:47:24 main:574] : INFO : Epoch 1589 | loss: 0.0312229 | val_loss: 0.0312241 | Time: 2269.38 ms [2021-10-01 04:47:26 main:574] : INFO : Epoch 1590 | loss: 0.03122 | val_loss: 0.0312225 | Time: 2217.95 ms [2021-10-01 04:47:29 main:574] : INFO : Epoch 1591 | loss: 0.0312198 | val_loss: 0.0312262 | Time: 2357 ms [2021-10-01 04:47:31 main:574] : INFO : Epoch 1592 | loss: 0.0312199 | val_loss: 0.0312232 | Time: 2335.98 ms [2021-10-01 04:47:33 main:574] : INFO : Epoch 1593 | loss: 0.0312192 | val_loss: 0.0312222 | Time: 2351.41 ms [2021-10-01 04:47:36 main:574] : INFO : Epoch 1594 | loss: 0.0312187 | val_loss: 0.0312226 | Time: 2342 ms [2021-10-01 04:47:38 main:574] : INFO : Epoch 1595 | loss: 0.0312177 | val_loss: 0.0312218 | Time: 2373.77 ms [2021-10-01 04:47:41 main:574] : INFO : Epoch 1596 | loss: 0.0312174 | val_loss: 0.0312229 | Time: 2324.97 ms [2021-10-01 04:47:43 main:574] : INFO : Epoch 1597 | loss: 0.0312179 | val_loss: 0.0312211 | Time: 2277.2 ms [2021-10-01 04:47:45 main:574] : INFO : Epoch 1598 | loss: 0.0312175 | val_loss: 0.0312212 | Time: 2385.07 ms [2021-10-01 04:47:47 main:574] : INFO : Epoch 1599 | loss: 0.0312182 | val_loss: 0.0312203 | Time: 2311.1 ms [2021-10-01 04:47:50 main:574] : INFO : Epoch 1600 | loss: 0.0312179 | val_loss: 0.0312205 | Time: 2282.41 ms [2021-10-01 04:47:52 main:574] : INFO : Epoch 1601 | loss: 0.0312179 | val_loss: 0.0312215 | Time: 2226.36 ms [2021-10-01 04:47:54 main:574] : INFO : Epoch 1602 | loss: 0.0312173 | val_loss: 0.03122 | Time: 2391.99 ms [2021-10-01 04:47:57 main:574] : INFO : Epoch 1603 | loss: 0.0312179 | val_loss: 0.0312209 | Time: 2349.59 ms [2021-10-01 04:47:59 main:574] : INFO : Epoch 1604 | loss: 0.031216 | val_loss: 0.0312196 | Time: 2331.32 ms [2021-10-01 04:48:01 main:574] : INFO : Epoch 1605 | loss: 0.0312152 | val_loss: 0.0312187 | Time: 2366.53 ms [2021-10-01 04:48:04 main:574] : INFO : Epoch 1606 | loss: 0.0312157 | val_loss: 0.0312181 | Time: 2407.22 ms [2021-10-01 04:48:06 main:574] : INFO : Epoch 1607 | loss: 0.0312155 | val_loss: 0.0312181 | Time: 2292.72 ms [2021-10-01 04:48:08 main:574] : INFO : Epoch 1608 | loss: 0.0312148 | val_loss: 0.0312178 | Time: 2299.51 ms [2021-10-01 04:48:11 main:574] : INFO : Epoch 1609 | loss: 0.0312153 | val_loss: 0.0312222 | Time: 2425.39 ms [2021-10-01 04:48:13 main:574] : INFO : Epoch 1610 | loss: 0.0312162 | val_loss: 0.0312177 | Time: 2258.01 ms [2021-10-01 04:48:15 main:574] : INFO : Epoch 1611 | loss: 0.0312148 | val_loss: 0.031218 | Time: 2258.09 ms [2021-10-01 04:48:18 main:574] : INFO : Epoch 1612 | loss: 0.0312158 | val_loss: 0.031218 | Time: 2293.04 ms [2021-10-01 04:48:20 main:574] : INFO : Epoch 1613 | loss: 0.0312178 | val_loss: 0.0312187 | Time: 2368.52 ms [2021-10-01 04:48:22 main:574] : INFO : Epoch 1614 | loss: 0.0312169 | val_loss: 0.0312225 | Time: 2354.45 ms [2021-10-01 04:48:25 main:574] : INFO : Epoch 1615 | loss: 0.0312171 | val_loss: 0.0312229 | Time: 2292.62 ms [2021-10-01 04:48:27 main:574] : INFO : Epoch 1616 | loss: 0.031216 | val_loss: 0.0312189 | Time: 2352.95 ms [2021-10-01 04:48:30 main:574] : INFO : Epoch 1617 | loss: 0.031216 | val_loss: 0.0312187 | Time: 2431.87 ms [2021-10-01 04:48:32 main:574] : INFO : Epoch 1618 | loss: 0.0312148 | val_loss: 0.0312181 | Time: 2297.76 ms [2021-10-01 04:48:34 main:574] : INFO : Epoch 1619 | loss: 0.0312148 | val_loss: 0.0312195 | Time: 2243.8 ms [2021-10-01 04:48:37 main:574] : INFO : Epoch 1620 | loss: 0.0312141 | val_loss: 0.0312196 | Time: 2386.6 ms [2021-10-01 04:48:39 main:574] : INFO : Epoch 1621 | loss: 0.0312139 | val_loss: 0.0312167 | Time: 2284.01 ms [2021-10-01 04:48:41 main:574] : INFO : Epoch 1622 | loss: 0.0312154 | val_loss: 0.0312168 | Time: 2271.92 ms [2021-10-01 04:48:43 main:574] : INFO : Epoch 1623 | loss: 0.0312146 | val_loss: 0.0312168 | Time: 2315.95 ms [2021-10-01 04:48:46 main:574] : INFO : Epoch 1624 | loss: 0.0312137 | val_loss: 0.0312178 | Time: 2379.13 ms [2021-10-01 04:48:48 main:574] : INFO : Epoch 1625 | loss: 0.0312139 | val_loss: 0.0312168 | Time: 2337.78 ms [2021-10-01 04:48:50 main:574] : INFO : Epoch 1626 | loss: 0.0312149 | val_loss: 0.0312165 | Time: 2306.83 ms [2021-10-01 04:48:53 main:574] : INFO : Epoch 1627 | loss: 0.0312154 | val_loss: 0.0312192 | Time: 2387.18 ms [2021-10-01 04:48:55 main:574] : INFO : Epoch 1628 | loss: 0.0312145 | val_loss: 0.0312166 | Time: 2417.48 ms [2021-10-01 04:48:58 main:574] : INFO : Epoch 1629 | loss: 0.0312134 | val_loss: 0.0312167 | Time: 2329.17 ms [2021-10-01 04:49:00 main:574] : INFO : Epoch 1630 | loss: 0.0312133 | val_loss: 0.0312165 | Time: 2315.9 ms [2021-10-01 04:49:02 main:574] : INFO : Epoch 1631 | loss: 0.0312133 | val_loss: 0.0312179 | Time: 2317.79 ms [2021-10-01 04:49:04 main:574] : INFO : Epoch 1632 | loss: 0.0312132 | val_loss: 0.0312195 | Time: 2251.87 ms [2021-10-01 04:49:07 main:574] : INFO : Epoch 1633 | loss: 0.0312143 | val_loss: 0.0312164 | Time: 2242.25 ms [2021-10-01 04:49:09 main:574] : INFO : Epoch 1634 | loss: 0.0312137 | val_loss: 0.0312174 | Time: 2344.82 ms [2021-10-01 04:49:11 main:574] : INFO : Epoch 1635 | loss: 0.0312138 | val_loss: 0.0312207 | Time: 2372.1 ms [2021-10-01 04:49:14 main:574] : INFO : Epoch 1636 | loss: 0.0312134 | val_loss: 0.0312165 | Time: 2354.76 ms [2021-10-01 04:49:16 main:574] : INFO : Epoch 1637 | loss: 0.0312126 | val_loss: 0.0312172 | Time: 2344.87 ms [2021-10-01 04:49:19 main:574] : INFO : Epoch 1638 | loss: 0.031213 | val_loss: 0.0312192 | Time: 2385.69 ms [2021-10-01 04:49:21 main:574] : INFO : Epoch 1639 | loss: 0.0312137 | val_loss: 0.0312166 | Time: 2358.68 ms [2021-10-01 04:49:23 main:574] : INFO : Epoch 1640 | loss: 0.0312133 | val_loss: 0.0312164 | Time: 2368.18 ms [2021-10-01 04:49:26 main:574] : INFO : Epoch 1641 | loss: 0.0312121 | val_loss: 0.0312169 | Time: 2317.97 ms [2021-10-01 04:49:28 main:574] : INFO : Epoch 1642 | loss: 0.0312142 | val_loss: 0.0312178 | Time: 2309.47 ms [2021-10-01 04:49:30 main:574] : INFO : Epoch 1643 | loss: 0.0312131 | val_loss: 0.0312195 | Time: 2254.31 ms [2021-10-01 04:49:33 main:574] : INFO : Epoch 1644 | loss: 0.0312146 | val_loss: 0.0312208 | Time: 2309.85 ms [2021-10-01 04:49:35 main:574] : INFO : Epoch 1645 | loss: 0.0312144 | val_loss: 0.031222 | Time: 2334.11 ms [2021-10-01 04:49:37 main:574] : INFO : Epoch 1646 | loss: 0.0312128 | val_loss: 0.0312183 | Time: 2345.21 ms [2021-10-01 04:49:40 main:574] : INFO : Epoch 1647 | loss: 0.0312129 | val_loss: 0.0312176 | Time: 2347.49 ms [2021-10-01 04:49:42 main:574] : INFO : Epoch 1648 | loss: 0.0312128 | val_loss: 0.0312208 | Time: 2364.37 ms [2021-10-01 04:49:44 main:574] : INFO : Epoch 1649 | loss: 0.0312133 | val_loss: 0.0312158 | Time: 2415.69 ms [2021-10-01 04:49:47 main:574] : INFO : Epoch 1650 | loss: 0.0312131 | val_loss: 0.0312159 | Time: 2349.86 ms [2021-10-01 04:49:49 main:574] : INFO : Epoch 1651 | loss: 0.0312115 | val_loss: 0.0312168 | Time: 2325.22 ms [2021-10-01 04:49:51 main:574] : INFO : Epoch 1652 | loss: 0.031211 | val_loss: 0.0312147 | Time: 2337.41 ms [2021-10-01 04:49:54 main:574] : INFO : Epoch 1653 | loss: 0.0312107 | val_loss: 0.0312143 | Time: 2290.65 ms [2021-10-01 04:49:56 main:574] : INFO : Epoch 1654 | loss: 0.0312105 | val_loss: 0.031214 | Time: 2237.44 ms [2021-10-01 04:49:58 main:574] : INFO : Epoch 1655 | loss: 0.0312096 | val_loss: 0.0312139 | Time: 2359.18 ms [2021-10-01 04:50:01 main:574] : INFO : Epoch 1656 | loss: 0.0312093 | val_loss: 0.0312131 | Time: 2323.34 ms [2021-10-01 04:50:03 main:574] : INFO : Epoch 1657 | loss: 0.0312098 | val_loss: 0.0312144 | Time: 2370.35 ms [2021-10-01 04:50:05 main:574] : INFO : Epoch 1658 | loss: 0.0312102 | val_loss: 0.031215 | Time: 2352.76 ms [2021-10-01 04:50:08 main:574] : INFO : Epoch 1659 | loss: 0.0312097 | val_loss: 0.0312134 | Time: 2426.94 ms [2021-10-01 04:50:10 main:574] : INFO : Epoch 1660 | loss: 0.0312094 | val_loss: 0.0312133 | Time: 2368.2 ms [2021-10-01 04:50:12 main:574] : INFO : Epoch 1661 | loss: 0.0312092 | val_loss: 0.0312146 | Time: 2348.62 ms [2021-10-01 04:50:15 main:574] : INFO : Epoch 1662 | loss: 0.0312096 | val_loss: 0.031216 | Time: 2355.13 ms [2021-10-01 04:50:17 main:574] : INFO : Epoch 1663 | loss: 0.031209 | val_loss: 0.0312176 | Time: 2250.98 ms [2021-10-01 04:50:19 main:574] : INFO : Epoch 1664 | loss: 0.0312099 | val_loss: 0.0312139 | Time: 2270.11 ms [2021-10-01 04:50:22 main:574] : INFO : Epoch 1665 | loss: 0.0312122 | val_loss: 0.0312185 | Time: 2246.83 ms [2021-10-01 04:50:24 main:574] : INFO : Epoch 1666 | loss: 0.0312118 | val_loss: 0.0312199 | Time: 2351.51 ms [2021-10-01 04:50:26 main:574] : INFO : Epoch 1667 | loss: 0.0312098 | val_loss: 0.0312144 | Time: 2338.95 ms [2021-10-01 04:50:29 main:574] : INFO : Epoch 1668 | loss: 0.0312095 | val_loss: 0.0312149 | Time: 2270.86 ms [2021-10-01 04:50:31 main:574] : INFO : Epoch 1669 | loss: 0.0312096 | val_loss: 0.0312131 | Time: 2245.82 ms [2021-10-01 04:50:33 main:574] : INFO : Epoch 1670 | loss: 0.0312102 | val_loss: 0.0312142 | Time: 2250.79 ms [2021-10-01 04:50:35 main:574] : INFO : Epoch 1671 | loss: 0.0312101 | val_loss: 0.031214 | Time: 2336.08 ms [2021-10-01 04:50:38 main:574] : INFO : Epoch 1672 | loss: 0.0312084 | val_loss: 0.0312136 | Time: 2352.26 ms [2021-10-01 04:50:40 main:574] : INFO : Epoch 1673 | loss: 0.0312091 | val_loss: 0.0312136 | Time: 2346.88 ms [2021-10-01 04:50:42 main:574] : INFO : Epoch 1674 | loss: 0.0312085 | val_loss: 0.0312131 | Time: 2278.98 ms [2021-10-01 04:50:45 main:574] : INFO : Epoch 1675 | loss: 0.0312095 | val_loss: 0.0312138 | Time: 2262.26 ms [2021-10-01 04:50:47 main:574] : INFO : Epoch 1676 | loss: 0.0312093 | val_loss: 0.0312142 | Time: 2300.8 ms [2021-10-01 04:50:49 main:574] : INFO : Epoch 1677 | loss: 0.0312083 | val_loss: 0.0312181 | Time: 2358.89 ms [2021-10-01 04:50:52 main:574] : INFO : Epoch 1678 | loss: 0.0312092 | val_loss: 0.0312164 | Time: 2349.5 ms [2021-10-01 04:50:54 main:574] : INFO : Epoch 1679 | loss: 0.0312081 | val_loss: 0.0312136 | Time: 2300.51 ms [2021-10-01 04:50:56 main:574] : INFO : Epoch 1680 | loss: 0.0312082 | val_loss: 0.0312118 | Time: 2362.59 ms [2021-10-01 04:50:59 main:574] : INFO : Epoch 1681 | loss: 0.0312084 | val_loss: 0.0312123 | Time: 2314.37 ms [2021-10-01 04:51:01 main:574] : INFO : Epoch 1682 | loss: 0.0312082 | val_loss: 0.0312193 | Time: 2309.83 ms [2021-10-01 04:51:03 main:574] : INFO : Epoch 1683 | loss: 0.0312093 | val_loss: 0.0312138 | Time: 2365.72 ms [2021-10-01 04:51:06 main:574] : INFO : Epoch 1684 | loss: 0.0312094 | val_loss: 0.0312129 | Time: 2295.39 ms [2021-10-01 04:51:08 main:574] : INFO : Epoch 1685 | loss: 0.0312121 | val_loss: 0.0312125 | Time: 2244.51 ms [2021-10-01 04:51:10 main:574] : INFO : Epoch 1686 | loss: 0.0312125 | val_loss: 0.0312128 | Time: 2266.96 ms [2021-10-01 04:51:13 main:574] : INFO : Epoch 1687 | loss: 0.0312116 | val_loss: 0.031212 | Time: 2342.93 ms [2021-10-01 04:51:15 main:574] : INFO : Epoch 1688 | loss: 0.0312112 | val_loss: 0.0312124 | Time: 2328.55 ms [2021-10-01 04:51:17 main:574] : INFO : Epoch 1689 | loss: 0.031211 | val_loss: 0.0312125 | Time: 2302.81 ms [2021-10-01 04:51:20 main:574] : INFO : Epoch 1690 | loss: 0.0312107 | val_loss: 0.0312119 | Time: 2323.3 ms [2021-10-01 04:51:22 main:574] : INFO : Epoch 1691 | loss: 0.0312105 | val_loss: 0.0312128 | Time: 2393.96 ms [2021-10-01 04:51:24 main:574] : INFO : Epoch 1692 | loss: 0.0312107 | val_loss: 0.0312118 | Time: 2317.89 ms [2021-10-01 04:51:27 main:574] : INFO : Epoch 1693 | loss: 0.0312141 | val_loss: 0.0312166 | Time: 2295.44 ms [2021-10-01 04:51:29 main:574] : INFO : Epoch 1694 | loss: 0.0312119 | val_loss: 0.031214 | Time: 2397.71 ms [2021-10-01 04:51:31 main:574] : INFO : Epoch 1695 | loss: 0.0312101 | val_loss: 0.031213 | Time: 2234.04 ms [2021-10-01 04:51:33 main:574] : INFO : Epoch 1696 | loss: 0.0312104 | val_loss: 0.031215 | Time: 2230.61 ms [2021-10-01 04:51:36 main:574] : INFO : Epoch 1697 | loss: 0.0312108 | val_loss: 0.0312125 | Time: 2304.73 ms [2021-10-01 04:51:38 main:574] : INFO : Epoch 1698 | loss: 0.0312095 | val_loss: 0.0312113 | Time: 2415.76 ms [2021-10-01 04:51:41 main:574] : INFO : Epoch 1699 | loss: 0.031209 | val_loss: 0.0312107 | Time: 2437.68 ms [2021-10-01 04:51:43 main:574] : INFO : Epoch 1700 | loss: 0.0312089 | val_loss: 0.0312107 | Time: 2406.98 ms [2021-10-01 04:51:45 main:574] : INFO : Epoch 1701 | loss: 0.0312091 | val_loss: 0.0312106 | Time: 2314.12 ms [2021-10-01 04:51:48 main:574] : INFO : Epoch 1702 | loss: 0.0312106 | val_loss: 0.031212 | Time: 2360.11 ms [2021-10-01 04:51:50 main:574] : INFO : Epoch 1703 | loss: 0.0312088 | val_loss: 0.0312104 | Time: 2285.25 ms [2021-10-01 04:51:52 main:574] : INFO : Epoch 1704 | loss: 0.0312091 | val_loss: 0.0312107 | Time: 2275.75 ms [2021-10-01 04:51:55 main:574] : INFO : Epoch 1705 | loss: 0.031209 | val_loss: 0.0312107 | Time: 2389.16 ms [2021-10-01 04:51:57 main:574] : INFO : Epoch 1706 | loss: 0.0312087 | val_loss: 0.03121 | Time: 2266.26 ms [2021-10-01 04:51:59 main:574] : INFO : Epoch 1707 | loss: 0.031209 | val_loss: 0.0312101 | Time: 2202.16 ms [2021-10-01 04:52:01 main:574] : INFO : Epoch 1708 | loss: 0.0312085 | val_loss: 0.0312095 | Time: 2306.24 ms [2021-10-01 04:52:04 main:574] : INFO : Epoch 1709 | loss: 0.0312085 | val_loss: 0.0312109 | Time: 2337.16 ms [2021-10-01 04:52:06 main:574] : INFO : Epoch 1710 | loss: 0.0312083 | val_loss: 0.0312098 | Time: 2268.16 ms [2021-10-01 04:52:08 main:574] : INFO : Epoch 1711 | loss: 0.0312087 | val_loss: 0.0312098 | Time: 2279.56 ms [2021-10-01 04:52:11 main:574] : INFO : Epoch 1712 | loss: 0.0312084 | val_loss: 0.0312105 | Time: 2315.34 ms [2021-10-01 04:52:13 main:574] : INFO : Epoch 1713 | loss: 0.0312087 | val_loss: 0.0312096 | Time: 2344.05 ms [2021-10-01 04:52:15 main:574] : INFO : Epoch 1714 | loss: 0.0312079 | val_loss: 0.0312096 | Time: 2276.81 ms [2021-10-01 04:52:18 main:574] : INFO : Epoch 1715 | loss: 0.031208 | val_loss: 0.0312094 | Time: 2294.36 ms [2021-10-01 04:52:20 main:574] : INFO : Epoch 1716 | loss: 0.0312081 | val_loss: 0.031211 | Time: 2318.64 ms [2021-10-01 04:52:22 main:574] : INFO : Epoch 1717 | loss: 0.0312086 | val_loss: 0.0312098 | Time: 2246.91 ms [2021-10-01 04:52:24 main:574] : INFO : Epoch 1718 | loss: 0.0312081 | val_loss: 0.0312097 | Time: 2220.55 ms [2021-10-01 04:52:27 main:574] : INFO : Epoch 1719 | loss: 0.0312083 | val_loss: 0.0312111 | Time: 2256.68 ms [2021-10-01 04:52:29 main:574] : INFO : Epoch 1720 | loss: 0.0312081 | val_loss: 0.0312123 | Time: 2400.76 ms [2021-10-01 04:52:31 main:574] : INFO : Epoch 1721 | loss: 0.031209 | val_loss: 0.0312116 | Time: 2339.15 ms [2021-10-01 04:52:34 main:574] : INFO : Epoch 1722 | loss: 0.0312107 | val_loss: 0.0312109 | Time: 2368.31 ms [2021-10-01 04:52:36 main:574] : INFO : Epoch 1723 | loss: 0.0312118 | val_loss: 0.0312099 | Time: 2367.52 ms [2021-10-01 04:52:39 main:574] : INFO : Epoch 1724 | loss: 0.0312119 | val_loss: 0.031213 | Time: 2428.16 ms [2021-10-01 04:52:41 main:574] : INFO : Epoch 1725 | loss: 0.0312116 | val_loss: 0.0312116 | Time: 2351.65 ms [2021-10-01 04:52:43 main:574] : INFO : Epoch 1726 | loss: 0.0312145 | val_loss: 0.0312177 | Time: 2352.09 ms [2021-10-01 04:52:46 main:574] : INFO : Epoch 1727 | loss: 0.0312197 | val_loss: 0.0312157 | Time: 2357.9 ms [2021-10-01 04:52:48 main:574] : INFO : Epoch 1728 | loss: 0.0312179 | val_loss: 0.0312153 | Time: 2320.72 ms [2021-10-01 04:52:50 main:574] : INFO : Epoch 1729 | loss: 0.0312162 | val_loss: 0.0312135 | Time: 2273.69 ms [2021-10-01 04:52:53 main:574] : INFO : Epoch 1730 | loss: 0.0312151 | val_loss: 0.0312135 | Time: 2256.42 ms [2021-10-01 04:52:55 main:574] : INFO : Epoch 1731 | loss: 0.0312153 | val_loss: 0.0312166 | Time: 2405.18 ms [2021-10-01 04:52:57 main:574] : INFO : Epoch 1732 | loss: 0.0312153 | val_loss: 0.0312096 | Time: 2318.66 ms [2021-10-01 04:53:00 main:574] : INFO : Epoch 1733 | loss: 0.031214 | val_loss: 0.0312129 | Time: 2363.35 ms [2021-10-01 04:53:02 main:574] : INFO : Epoch 1734 | loss: 0.0312133 | val_loss: 0.0312106 | Time: 2365.33 ms [2021-10-01 04:53:04 main:574] : INFO : Epoch 1735 | loss: 0.0312135 | val_loss: 0.0312093 | Time: 2416.83 ms [2021-10-01 04:53:07 main:574] : INFO : Epoch 1736 | loss: 0.031214 | val_loss: 0.0312119 | Time: 2380.46 ms [2021-10-01 04:53:09 main:574] : INFO : Epoch 1737 | loss: 0.0312123 | val_loss: 0.0312108 | Time: 2354.53 ms [2021-10-01 04:53:12 main:574] : INFO : Epoch 1738 | loss: 0.0312128 | val_loss: 0.0312108 | Time: 2388.18 ms [2021-10-01 04:53:14 main:574] : INFO : Epoch 1739 | loss: 0.0312133 | val_loss: 0.0312091 | Time: 2314.88 ms [2021-10-01 04:53:16 main:574] : INFO : Epoch 1740 | loss: 0.0312112 | val_loss: 0.0312119 | Time: 2286.4 ms [2021-10-01 04:53:19 main:574] : INFO : Epoch 1741 | loss: 0.0312119 | val_loss: 0.0312081 | Time: 2283.98 ms [2021-10-01 04:53:21 main:574] : INFO : Epoch 1742 | loss: 0.0312106 | val_loss: 0.0312083 | Time: 2326.98 ms [2021-10-01 04:53:23 main:574] : INFO : Epoch 1743 | loss: 0.0312107 | val_loss: 0.0312083 | Time: 2336.14 ms [2021-10-01 04:53:26 main:574] : INFO : Epoch 1744 | loss: 0.031211 | val_loss: 0.031208 | Time: 2374.09 ms [2021-10-01 04:53:28 main:574] : INFO : Epoch 1745 | loss: 0.0312106 | val_loss: 0.0312078 | Time: 2631.99 ms [2021-10-01 04:53:31 main:574] : INFO : Epoch 1746 | loss: 0.0312131 | val_loss: 0.0312167 | Time: 2620.69 ms [2021-10-01 04:53:33 main:574] : INFO : Epoch 1747 | loss: 0.031213 | val_loss: 0.0312102 | Time: 2427.24 ms [2021-10-01 04:53:36 main:574] : INFO : Epoch 1748 | loss: 0.0312136 | val_loss: 0.0312106 | Time: 2370.18 ms [2021-10-01 04:53:38 main:574] : INFO : Epoch 1749 | loss: 0.0312125 | val_loss: 0.0312111 | Time: 2281.7 ms [2021-10-01 04:53:40 main:574] : INFO : Epoch 1750 | loss: 0.0312128 | val_loss: 0.0312108 | Time: 2404.7 ms [2021-10-01 04:53:43 main:574] : INFO : Epoch 1751 | loss: 0.031212 | val_loss: 0.0312132 | Time: 2269.09 ms [2021-10-01 04:53:45 main:574] : INFO : Epoch 1752 | loss: 0.0312134 | val_loss: 0.031211 | Time: 2273.8 ms [2021-10-01 04:53:47 main:574] : INFO : Epoch 1753 | loss: 0.0312122 | val_loss: 0.0312117 | Time: 2317.82 ms [2021-10-01 04:53:50 main:574] : INFO : Epoch 1754 | loss: 0.0312122 | val_loss: 0.031214 | Time: 2423.52 ms [2021-10-01 04:53:52 main:574] : INFO : Epoch 1755 | loss: 0.0312139 | val_loss: 0.0312119 | Time: 2343.37 ms [2021-10-01 04:53:54 main:574] : INFO : Epoch 1756 | loss: 0.0312129 | val_loss: 0.0312113 | Time: 2338.09 ms [2021-10-01 04:53:57 main:574] : INFO : Epoch 1757 | loss: 0.0312115 | val_loss: 0.0312114 | Time: 2331.24 ms [2021-10-01 04:53:59 main:574] : INFO : Epoch 1758 | loss: 0.0312112 | val_loss: 0.031214 | Time: 2414.29 ms [2021-10-01 04:54:01 main:574] : INFO : Epoch 1759 | loss: 0.0312136 | val_loss: 0.0312147 | Time: 2347.97 ms [2021-10-01 04:54:04 main:574] : INFO : Epoch 1760 | loss: 0.0312136 | val_loss: 0.0312121 | Time: 2274.49 ms [2021-10-01 04:54:06 main:574] : INFO : Epoch 1761 | loss: 0.0312124 | val_loss: 0.0312115 | Time: 2308.62 ms [2021-10-01 04:54:08 main:574] : INFO : Epoch 1762 | loss: 0.0312129 | val_loss: 0.0312153 | Time: 2290.7 ms [2021-10-01 04:54:11 main:574] : INFO : Epoch 1763 | loss: 0.0312134 | val_loss: 0.031216 | Time: 2299.88 ms [2021-10-01 04:54:13 main:574] : INFO : Epoch 1764 | loss: 0.0312128 | val_loss: 0.0312125 | Time: 2316.47 ms [2021-10-01 04:54:15 main:574] : INFO : Epoch 1765 | loss: 0.0312121 | val_loss: 0.0312134 | Time: 2391.5 ms [2021-10-01 04:54:18 main:574] : INFO : Epoch 1766 | loss: 0.0312119 | val_loss: 0.0312123 | Time: 2336.18 ms [2021-10-01 04:54:20 main:574] : INFO : Epoch 1767 | loss: 0.0312117 | val_loss: 0.0312113 | Time: 2359.41 ms [2021-10-01 04:54:22 main:574] : INFO : Epoch 1768 | loss: 0.0312116 | val_loss: 0.0312113 | Time: 2357.79 ms [2021-10-01 04:54:25 main:574] : INFO : Epoch 1769 | loss: 0.0312106 | val_loss: 0.0312112 | Time: 2385.42 ms [2021-10-01 04:54:27 main:574] : INFO : Epoch 1770 | loss: 0.0312096 | val_loss: 0.0312118 | Time: 2302.83 ms [2021-10-01 04:54:29 main:574] : INFO : Epoch 1771 | loss: 0.0312102 | val_loss: 0.0312107 | Time: 2254.74 ms [2021-10-01 04:54:32 main:574] : INFO : Epoch 1772 | loss: 0.0312111 | val_loss: 0.0312116 | Time: 2334.81 ms [2021-10-01 04:54:34 main:574] : INFO : Epoch 1773 | loss: 0.0312097 | val_loss: 0.0312114 | Time: 2373.68 ms [2021-10-01 04:54:36 main:574] : INFO : Epoch 1774 | loss: 0.0312094 | val_loss: 0.0312113 | Time: 2268.44 ms [2021-10-01 04:54:39 main:574] : INFO : Epoch 1775 | loss: 0.0312099 | val_loss: 0.031211 | Time: 2289.78 ms [2021-10-01 04:54:41 main:574] : INFO : Epoch 1776 | loss: 0.0312134 | val_loss: 0.0312137 | Time: 2368.78 ms [2021-10-01 04:54:43 main:574] : INFO : Epoch 1777 | loss: 0.0312097 | val_loss: 0.0312133 | Time: 2397.04 ms [2021-10-01 04:54:46 main:574] : INFO : Epoch 1778 | loss: 0.0312096 | val_loss: 0.0312116 | Time: 2326.17 ms [2021-10-01 04:54:48 main:574] : INFO : Epoch 1779 | loss: 0.0312086 | val_loss: 0.0312111 | Time: 2377.68 ms [2021-10-01 04:54:51 main:574] : INFO : Epoch 1780 | loss: 0.0312089 | val_loss: 0.0312112 | Time: 2345.45 ms [2021-10-01 04:54:53 main:574] : INFO : Epoch 1781 | loss: 0.0312092 | val_loss: 0.0312152 | Time: 2238.63 ms [2021-10-01 04:54:55 main:574] : INFO : Epoch 1782 | loss: 0.0312124 | val_loss: 0.0312118 | Time: 2262.22 ms [2021-10-01 04:54:57 main:574] : INFO : Epoch 1783 | loss: 0.0312095 | val_loss: 0.0312112 | Time: 2382.22 ms [2021-10-01 04:55:00 main:574] : INFO : Epoch 1784 | loss: 0.0312092 | val_loss: 0.0312123 | Time: 2352.8 ms [2021-10-01 04:55:02 main:574] : INFO : Epoch 1785 | loss: 0.0312092 | val_loss: 0.0312113 | Time: 2308.14 ms [2021-10-01 04:55:04 main:574] : INFO : Epoch 1786 | loss: 0.0312088 | val_loss: 0.0312126 | Time: 2301.76 ms [2021-10-01 04:55:07 main:574] : INFO : Epoch 1787 | loss: 0.0312098 | val_loss: 0.0312122 | Time: 2402.72 ms [2021-10-01 04:55:09 main:574] : INFO : Epoch 1788 | loss: 0.0312087 | val_loss: 0.0312141 | Time: 2313.19 ms [2021-10-01 04:55:12 main:574] : INFO : Epoch 1789 | loss: 0.0312089 | val_loss: 0.0312129 | Time: 2352.3 ms [2021-10-01 04:55:14 main:574] : INFO : Epoch 1790 | loss: 0.0312079 | val_loss: 0.0312108 | Time: 2355.05 ms [2021-10-01 04:55:16 main:574] : INFO : Epoch 1791 | loss: 0.031208 | val_loss: 0.0312104 | Time: 2360.11 ms [2021-10-01 04:55:18 main:574] : INFO : Epoch 1792 | loss: 0.0312085 | val_loss: 0.0312118 | Time: 2267.84 ms [2021-10-01 04:55:21 main:574] : INFO : Epoch 1793 | loss: 0.0312082 | val_loss: 0.0312107 | Time: 2263.08 ms [2021-10-01 04:55:23 main:574] : INFO : Epoch 1794 | loss: 0.0312086 | val_loss: 0.0312118 | Time: 2398.32 ms [2021-10-01 04:55:26 main:574] : INFO : Epoch 1795 | loss: 0.0312088 | val_loss: 0.0312108 | Time: 2342.8 ms [2021-10-01 04:55:28 main:574] : INFO : Epoch 1796 | loss: 0.0312092 | val_loss: 0.0312108 | Time: 2301.78 ms [2021-10-01 04:55:30 main:574] : INFO : Epoch 1797 | loss: 0.0312082 | val_loss: 0.0312104 | Time: 2319.35 ms [2021-10-01 04:55:33 main:574] : INFO : Epoch 1798 | loss: 0.0312094 | val_loss: 0.0312142 | Time: 2402.99 ms [2021-10-01 04:55:35 main:574] : INFO : Epoch 1799 | loss: 0.0312132 | val_loss: 0.031211 | Time: 2328.97 ms [2021-10-01 04:55:37 main:574] : INFO : Epoch 1800 | loss: 0.0312151 | val_loss: 0.0312201 | Time: 2346.71 ms [2021-10-01 04:55:40 main:574] : INFO : Epoch 1801 | loss: 0.0312125 | val_loss: 0.0312119 | Time: 2342.27 ms [2021-10-01 04:55:42 main:574] : INFO : Epoch 1802 | loss: 0.0312092 | val_loss: 0.0312103 | Time: 2284.73 ms [2021-10-01 04:55:44 main:574] : INFO : Epoch 1803 | loss: 0.0312087 | val_loss: 0.0312102 | Time: 2225.56 ms [2021-10-01 04:55:46 main:574] : INFO : Epoch 1804 | loss: 0.0312088 | val_loss: 0.0312108 | Time: 2344.61 ms [2021-10-01 04:55:49 main:574] : INFO : Epoch 1805 | loss: 0.0312085 | val_loss: 0.031211 | Time: 2326.96 ms [2021-10-01 04:55:51 main:574] : INFO : Epoch 1806 | loss: 0.0312086 | val_loss: 0.0312119 | Time: 2348.92 ms [2021-10-01 04:55:53 main:574] : INFO : Epoch 1807 | loss: 0.0312088 | val_loss: 0.0312107 | Time: 2298.57 ms [2021-10-01 04:55:56 main:574] : INFO : Epoch 1808 | loss: 0.0312082 | val_loss: 0.0312102 | Time: 2302.82 ms [2021-10-01 04:55:58 main:574] : INFO : Epoch 1809 | loss: 0.0312089 | val_loss: 0.0312134 | Time: 2361.98 ms [2021-10-01 04:56:00 main:574] : INFO : Epoch 1810 | loss: 0.0312099 | val_loss: 0.0312116 | Time: 2326.6 ms [2021-10-01 04:56:03 main:574] : INFO : Epoch 1811 | loss: 0.0312085 | val_loss: 0.0312103 | Time: 2371.69 ms [2021-10-01 04:56:05 main:574] : INFO : Epoch 1812 | loss: 0.0312095 | val_loss: 0.0312108 | Time: 2338.59 ms [2021-10-01 04:56:07 main:574] : INFO : Epoch 1813 | loss: 0.0312087 | val_loss: 0.0312119 | Time: 2264.06 ms [2021-10-01 04:56:10 main:574] : INFO : Epoch 1814 | loss: 0.0312097 | val_loss: 0.0312121 | Time: 2293.37 ms [2021-10-01 04:56:12 main:574] : INFO : Epoch 1815 | loss: 0.0312104 | val_loss: 0.0312108 | Time: 2330.29 ms [2021-10-01 04:56:14 main:574] : INFO : Epoch 1816 | loss: 0.0312084 | val_loss: 0.0312106 | Time: 2379.37 ms [2021-10-01 04:56:17 main:574] : INFO : Epoch 1817 | loss: 0.0312078 | val_loss: 0.031212 | Time: 2356.44 ms [2021-10-01 04:56:19 main:574] : INFO : Epoch 1818 | loss: 0.031208 | val_loss: 0.0312111 | Time: 2332.25 ms [2021-10-01 04:56:21 main:574] : INFO : Epoch 1819 | loss: 0.031208 | val_loss: 0.0312114 | Time: 2316.69 ms [2021-10-01 04:56:24 main:574] : INFO : Epoch 1820 | loss: 0.0312079 | val_loss: 0.0312107 | Time: 2470.31 ms [2021-10-01 04:56:26 main:574] : INFO : Epoch 1821 | loss: 0.0312081 | val_loss: 0.031211 | Time: 2371.51 ms [2021-10-01 04:56:29 main:574] : INFO : Epoch 1822 | loss: 0.031208 | val_loss: 0.0312104 | Time: 2359.42 ms [2021-10-01 04:56:31 main:574] : INFO : Epoch 1823 | loss: 0.0312077 | val_loss: 0.0312108 | Time: 2315.57 ms [2021-10-01 04:56:33 main:574] : INFO : Epoch 1824 | loss: 0.0312078 | val_loss: 0.0312109 | Time: 2295.94 ms [2021-10-01 04:56:36 main:574] : INFO : Epoch 1825 | loss: 0.0312082 | val_loss: 0.0312107 | Time: 2292.23 ms [2021-10-01 04:56:38 main:574] : INFO : Epoch 1826 | loss: 0.031211 | val_loss: 0.0312127 | Time: 2355.57 ms [2021-10-01 04:56:40 main:574] : INFO : Epoch 1827 | loss: 0.0312081 | val_loss: 0.0312108 | Time: 2366.72 ms [2021-10-01 04:56:43 main:574] : INFO : Epoch 1828 | loss: 0.0312078 | val_loss: 0.0312114 | Time: 2328.58 ms [2021-10-01 04:56:45 main:574] : INFO : Epoch 1829 | loss: 0.0312081 | val_loss: 0.0312104 | Time: 2306.76 ms [2021-10-01 04:56:47 main:574] : INFO : Epoch 1830 | loss: 0.0312084 | val_loss: 0.0312107 | Time: 2270.38 ms [2021-10-01 04:56:50 main:574] : INFO : Epoch 1831 | loss: 0.0312078 | val_loss: 0.0312118 | Time: 2333.18 ms [2021-10-01 04:56:52 main:574] : INFO : Epoch 1832 | loss: 0.031209 | val_loss: 0.0312149 | Time: 2292.09 ms [2021-10-01 04:56:54 main:574] : INFO : Epoch 1833 | loss: 0.0312082 | val_loss: 0.0312111 | Time: 2343.72 ms [2021-10-01 04:56:57 main:574] : INFO : Epoch 1834 | loss: 0.0312079 | val_loss: 0.0312119 | Time: 2301.44 ms [2021-10-01 04:56:59 main:574] : INFO : Epoch 1835 | loss: 0.0312085 | val_loss: 0.0312118 | Time: 2256.48 ms [2021-10-01 04:57:01 main:574] : INFO : Epoch 1836 | loss: 0.0312083 | val_loss: 0.0312108 | Time: 2343.57 ms [2021-10-01 04:57:04 main:574] : INFO : Epoch 1837 | loss: 0.0312082 | val_loss: 0.0312112 | Time: 2337.81 ms [2021-10-01 04:57:06 main:574] : INFO : Epoch 1838 | loss: 0.0312082 | val_loss: 0.0312115 | Time: 2310.35 ms [2021-10-01 04:57:08 main:574] : INFO : Epoch 1839 | loss: 0.0312087 | val_loss: 0.0312134 | Time: 2356.84 ms [2021-10-01 04:57:10 main:574] : INFO : Epoch 1840 | loss: 0.0312112 | val_loss: 0.0312153 | Time: 2272.48 ms [2021-10-01 04:57:13 main:574] : INFO : Epoch 1841 | loss: 0.0312268 | val_loss: 0.0312223 | Time: 2252.2 ms [2021-10-01 04:57:15 main:574] : INFO : Epoch 1842 | loss: 0.0312138 | val_loss: 0.0312119 | Time: 2276.35 ms [2021-10-01 04:57:17 main:574] : INFO : Epoch 1843 | loss: 0.03121 | val_loss: 0.0312149 | Time: 2320.09 ms [2021-10-01 04:57:20 main:574] : INFO : Epoch 1844 | loss: 0.0312151 | val_loss: 0.0312179 | Time: 2280.48 ms [2021-10-01 04:57:22 main:574] : INFO : Epoch 1845 | loss: 0.0312143 | val_loss: 0.0312152 | Time: 2255.76 ms [2021-10-01 04:57:24 main:574] : INFO : Epoch 1846 | loss: 0.0312127 | val_loss: 0.0312145 | Time: 2247.68 ms [2021-10-01 04:57:26 main:574] : INFO : Epoch 1847 | loss: 0.0312134 | val_loss: 0.0312149 | Time: 2341.82 ms [2021-10-01 04:57:29 main:574] : INFO : Epoch 1848 | loss: 0.0312132 | val_loss: 0.0312139 | Time: 2306.73 ms [2021-10-01 04:57:31 main:574] : INFO : Epoch 1849 | loss: 0.0312125 | val_loss: 0.0312138 | Time: 2323.48 ms [2021-10-01 04:57:33 main:574] : INFO : Epoch 1850 | loss: 0.0312119 | val_loss: 0.0312141 | Time: 2309.76 ms [2021-10-01 04:57:36 main:574] : INFO : Epoch 1851 | loss: 0.0312115 | val_loss: 0.0312137 | Time: 2328.18 ms [2021-10-01 04:57:38 main:574] : INFO : Epoch 1852 | loss: 0.0312111 | val_loss: 0.0312129 | Time: 2315.06 ms [2021-10-01 04:57:40 main:574] : INFO : Epoch 1853 | loss: 0.0312109 | val_loss: 0.0312131 | Time: 2247.21 ms [2021-10-01 04:57:43 main:574] : INFO : Epoch 1854 | loss: 0.0312101 | val_loss: 0.0312143 | Time: 2354.55 ms [2021-10-01 04:57:45 main:574] : INFO : Epoch 1855 | loss: 0.0312118 | val_loss: 0.0312153 | Time: 2283.45 ms [2021-10-01 04:57:47 main:574] : INFO : Epoch 1856 | loss: 0.0312116 | val_loss: 0.0312148 | Time: 2241.75 ms [2021-10-01 04:57:50 main:574] : INFO : Epoch 1857 | loss: 0.0312095 | val_loss: 0.0312131 | Time: 2288.37 ms [2021-10-01 04:57:52 main:574] : INFO : Epoch 1858 | loss: 0.0312125 | val_loss: 0.0312193 | Time: 2346.63 ms [2021-10-01 04:57:54 main:574] : INFO : Epoch 1859 | loss: 0.0312113 | val_loss: 0.0312133 | Time: 2335.81 ms [2021-10-01 04:57:57 main:574] : INFO : Epoch 1860 | loss: 0.0312094 | val_loss: 0.0312134 | Time: 2293.86 ms [2021-10-01 04:57:59 main:574] : INFO : Epoch 1861 | loss: 0.0312088 | val_loss: 0.031214 | Time: 2343.12 ms [2021-10-01 04:58:01 main:574] : INFO : Epoch 1862 | loss: 0.0312085 | val_loss: 0.0312131 | Time: 2318.79 ms [2021-10-01 04:58:03 main:574] : INFO : Epoch 1863 | loss: 0.0312089 | val_loss: 0.031216 | Time: 2275.27 ms [2021-10-01 04:58:06 main:574] : INFO : Epoch 1864 | loss: 0.0312088 | val_loss: 0.0312139 | Time: 2383.03 ms [2021-10-01 04:58:08 main:574] : INFO : Epoch 1865 | loss: 0.0312083 | val_loss: 0.0312139 | Time: 2321.4 ms [2021-10-01 04:58:11 main:574] : INFO : Epoch 1866 | loss: 0.0312084 | val_loss: 0.0312135 | Time: 2305.46 ms [2021-10-01 04:58:13 main:574] : INFO : Epoch 1867 | loss: 0.0312103 | val_loss: 0.0312159 | Time: 2297.26 ms [2021-10-01 04:58:15 main:574] : INFO : Epoch 1868 | loss: 0.0312092 | val_loss: 0.0312149 | Time: 2392.56 ms [2021-10-01 04:58:18 main:574] : INFO : Epoch 1869 | loss: 0.0312083 | val_loss: 0.0312163 | Time: 2348.44 ms [2021-10-01 04:58:20 main:574] : INFO : Epoch 1870 | loss: 0.0312111 | val_loss: 0.0312134 | Time: 2341.38 ms [2021-10-01 04:58:22 main:574] : INFO : Epoch 1871 | loss: 0.0312094 | val_loss: 0.0312142 | Time: 2353.94 ms [2021-10-01 04:58:25 main:574] : INFO : Epoch 1872 | loss: 0.0312076 | val_loss: 0.0312136 | Time: 2343.59 ms [2021-10-01 04:58:27 main:574] : INFO : Epoch 1873 | loss: 0.0312084 | val_loss: 0.0312146 | Time: 2228.31 ms [2021-10-01 04:58:29 main:574] : INFO : Epoch 1874 | loss: 0.0312081 | val_loss: 0.0312137 | Time: 2337.51 ms [2021-10-01 04:58:32 main:574] : INFO : Epoch 1875 | loss: 0.0312082 | val_loss: 0.0312129 | Time: 2366.41 ms [2021-10-01 04:58:34 main:574] : INFO : Epoch 1876 | loss: 0.0312079 | val_loss: 0.0312132 | Time: 2248.11 ms [2021-10-01 04:58:36 main:574] : INFO : Epoch 1877 | loss: 0.031208 | val_loss: 0.0312133 | Time: 2235.84 ms [2021-10-01 04:58:38 main:574] : INFO : Epoch 1878 | loss: 0.0312084 | val_loss: 0.031213 | Time: 2285.29 ms [2021-10-01 04:58:41 main:574] : INFO : Epoch 1879 | loss: 0.0312081 | val_loss: 0.0312133 | Time: 2278.95 ms [2021-10-01 04:58:43 main:574] : INFO : Epoch 1880 | loss: 0.0312085 | val_loss: 0.0312143 | Time: 2238.27 ms [2021-10-01 04:58:45 main:574] : INFO : Epoch 1881 | loss: 0.0312077 | val_loss: 0.0312139 | Time: 2238.72 ms [2021-10-01 04:58:47 main:574] : INFO : Epoch 1882 | loss: 0.0312086 | val_loss: 0.0312142 | Time: 2229.73 ms [2021-10-01 04:58:50 main:574] : INFO : Epoch 1883 | loss: 0.0312074 | val_loss: 0.0312139 | Time: 2203.67 ms [2021-10-01 04:58:52 main:574] : INFO : Epoch 1884 | loss: 0.0312081 | val_loss: 0.0312144 | Time: 2182.1 ms [2021-10-01 04:58:54 main:574] : INFO : Epoch 1885 | loss: 0.0312071 | val_loss: 0.0312134 | Time: 2269 ms [2021-10-01 04:58:56 main:574] : INFO : Epoch 1886 | loss: 0.031207 | val_loss: 0.0312133 | Time: 2247.14 ms [2021-10-01 04:58:58 main:574] : INFO : Epoch 1887 | loss: 0.0312066 | val_loss: 0.0312132 | Time: 2215.2 ms [2021-10-01 04:59:01 main:574] : INFO : Epoch 1888 | loss: 0.0312069 | val_loss: 0.0312149 | Time: 2201.16 ms [2021-10-01 04:59:03 main:574] : INFO : Epoch 1889 | loss: 0.0312075 | val_loss: 0.031213 | Time: 2250.84 ms [2021-10-01 04:59:05 main:574] : INFO : Epoch 1890 | loss: 0.0312067 | val_loss: 0.0312134 | Time: 2212.45 ms [2021-10-01 04:59:07 main:574] : INFO : Epoch 1891 | loss: 0.0312068 | val_loss: 0.0312136 | Time: 2220.12 ms [2021-10-01 04:59:10 main:574] : INFO : Epoch 1892 | loss: 0.0312064 | val_loss: 0.0312136 | Time: 2228.62 ms [2021-10-01 04:59:12 main:574] : INFO : Epoch 1893 | loss: 0.031207 | val_loss: 0.031216 | Time: 2221.97 ms [2021-10-01 04:59:14 main:574] : INFO : Epoch 1894 | loss: 0.0312088 | val_loss: 0.031214 | Time: 2207.26 ms [2021-10-01 04:59:16 main:574] : INFO : Epoch 1895 | loss: 0.0312065 | val_loss: 0.031213 | Time: 2254.67 ms [2021-10-01 04:59:19 main:574] : INFO : Epoch 1896 | loss: 0.031206 | val_loss: 0.0312144 | Time: 2292.32 ms [2021-10-01 04:59:21 main:574] : INFO : Epoch 1897 | loss: 0.0312062 | val_loss: 0.0312139 | Time: 2279.26 ms [2021-10-01 04:59:23 main:574] : INFO : Epoch 1898 | loss: 0.0312061 | val_loss: 0.0312127 | Time: 2227.8 ms [2021-10-01 04:59:25 main:574] : INFO : Epoch 1899 | loss: 0.031206 | val_loss: 0.0312142 | Time: 2317.95 ms [2021-10-01 04:59:28 main:574] : INFO : Epoch 1900 | loss: 0.0312073 | val_loss: 0.0312132 | Time: 2345.87 ms [2021-10-01 04:59:30 main:574] : INFO : Epoch 1901 | loss: 0.0312073 | val_loss: 0.0312143 | Time: 2260.66 ms [2021-10-01 04:59:32 main:574] : INFO : Epoch 1902 | loss: 0.0312063 | val_loss: 0.0312137 | Time: 2387.33 ms [2021-10-01 04:59:35 main:574] : INFO : Epoch 1903 | loss: 0.0312066 | val_loss: 0.0312141 | Time: 2364.1 ms [2021-10-01 04:59:37 main:574] : INFO : Epoch 1904 | loss: 0.0312074 | val_loss: 0.031222 | Time: 2266.96 ms [2021-10-01 04:59:39 main:574] : INFO : Epoch 1905 | loss: 0.0312065 | val_loss: 0.0312145 | Time: 2319.28 ms [2021-10-01 04:59:42 main:574] : INFO : Epoch 1906 | loss: 0.0312077 | val_loss: 0.0312152 | Time: 2371.08 ms [2021-10-01 04:59:44 main:574] : INFO : Epoch 1907 | loss: 0.031206 | val_loss: 0.031214 | Time: 2528.3 ms [2021-10-01 04:59:47 main:574] : INFO : Epoch 1908 | loss: 0.0312058 | val_loss: 0.0312139 | Time: 2360.48 ms [2021-10-01 04:59:49 main:574] : INFO : Epoch 1909 | loss: 0.0312055 | val_loss: 0.0312151 | Time: 2321.2 ms [2021-10-01 04:59:51 main:574] : INFO : Epoch 1910 | loss: 0.0312066 | val_loss: 0.0312145 | Time: 2421.1 ms [2021-10-01 04:59:54 main:574] : INFO : Epoch 1911 | loss: 0.0312052 | val_loss: 0.0312152 | Time: 2319.66 ms [2021-10-01 04:59:56 main:574] : INFO : Epoch 1912 | loss: 0.0312049 | val_loss: 0.0312136 | Time: 2307.99 ms [2021-10-01 04:59:58 main:574] : INFO : Epoch 1913 | loss: 0.0312057 | val_loss: 0.0312137 | Time: 2338.26 ms [2021-10-01 05:00:01 main:574] : INFO : Epoch 1914 | loss: 0.0312052 | val_loss: 0.0312141 | Time: 2397.04 ms [2021-10-01 05:00:03 main:574] : INFO : Epoch 1915 | loss: 0.0312048 | val_loss: 0.0312147 | Time: 2283.21 ms [2021-10-01 05:00:06 main:574] : INFO : Epoch 1916 | loss: 0.0312054 | val_loss: 0.0312154 | Time: 2370.57 ms [2021-10-01 05:00:08 main:574] : INFO : Epoch 1917 | loss: 0.0312052 | val_loss: 0.0312137 | Time: 2401.11 ms [2021-10-01 05:00:10 main:574] : INFO : Epoch 1918 | loss: 0.0312053 | val_loss: 0.0312135 | Time: 2377.76 ms [2021-10-01 05:00:13 main:574] : INFO : Epoch 1919 | loss: 0.0312052 | val_loss: 0.0312145 | Time: 2308.59 ms [2021-10-01 05:00:15 main:574] : INFO : Epoch 1920 | loss: 0.0312052 | val_loss: 0.0312136 | Time: 2333.11 ms [2021-10-01 05:00:17 main:574] : INFO : Epoch 1921 | loss: 0.0312049 | val_loss: 0.0312129 | Time: 2414.52 ms [2021-10-01 05:00:20 main:574] : INFO : Epoch 1922 | loss: 0.031205 | val_loss: 0.0312134 | Time: 2301.3 ms [2021-10-01 05:00:22 main:574] : INFO : Epoch 1923 | loss: 0.0312047 | val_loss: 0.0312144 | Time: 2326.01 ms [2021-10-01 05:00:24 main:574] : INFO : Epoch 1924 | loss: 0.0312051 | val_loss: 0.0312134 | Time: 2313.94 ms [2021-10-01 05:00:27 main:574] : INFO : Epoch 1925 | loss: 0.031205 | val_loss: 0.0312141 | Time: 2376.74 ms [2021-10-01 05:00:29 main:574] : INFO : Epoch 1926 | loss: 0.0312051 | val_loss: 0.031215 | Time: 2290.97 ms [2021-10-01 05:00:31 main:574] : INFO : Epoch 1927 | loss: 0.0312051 | val_loss: 0.0312144 | Time: 2381.32 ms [2021-10-01 05:00:34 main:574] : INFO : Epoch 1928 | loss: 0.0312055 | val_loss: 0.0312146 | Time: 2393.35 ms [2021-10-01 05:00:36 main:574] : INFO : Epoch 1929 | loss: 0.0312061 | val_loss: 0.0312137 | Time: 2352.94 ms [2021-10-01 05:00:38 main:574] : INFO : Epoch 1930 | loss: 0.0312048 | val_loss: 0.031216 | Time: 2260.03 ms [2021-10-01 05:00:41 main:574] : INFO : Epoch 1931 | loss: 0.0312047 | val_loss: 0.0312155 | Time: 2326.49 ms [2021-10-01 05:00:43 main:574] : INFO : Epoch 1932 | loss: 0.031206 | val_loss: 0.0312161 | Time: 2390.27 ms [2021-10-01 05:00:45 main:574] : INFO : Epoch 1933 | loss: 0.031206 | val_loss: 0.0312154 | Time: 2343.65 ms [2021-10-01 05:00:48 main:574] : INFO : Epoch 1934 | loss: 0.031205 | val_loss: 0.0312139 | Time: 2317.38 ms [2021-10-01 05:00:50 main:574] : INFO : Epoch 1935 | loss: 0.031205 | val_loss: 0.0312141 | Time: 2329.56 ms [2021-10-01 05:00:52 main:574] : INFO : Epoch 1936 | loss: 0.0312043 | val_loss: 0.0312175 | Time: 2317.28 ms [2021-10-01 05:00:55 main:574] : INFO : Epoch 1937 | loss: 0.0312046 | val_loss: 0.0312137 | Time: 2255.15 ms [2021-10-01 05:00:57 main:574] : INFO : Epoch 1938 | loss: 0.0312053 | val_loss: 0.0312156 | Time: 2376.89 ms [2021-10-01 05:00:59 main:574] : INFO : Epoch 1939 | loss: 0.031205 | val_loss: 0.0312137 | Time: 2373.38 ms [2021-10-01 05:01:02 main:574] : INFO : Epoch 1940 | loss: 0.0312045 | val_loss: 0.0312147 | Time: 2354.62 ms [2021-10-01 05:01:04 main:574] : INFO : Epoch 1941 | loss: 0.0312044 | val_loss: 0.0312146 | Time: 2278.21 ms [2021-10-01 05:01:06 main:574] : INFO : Epoch 1942 | loss: 0.0312048 | val_loss: 0.0312161 | Time: 2353.51 ms [2021-10-01 05:01:09 main:574] : INFO : Epoch 1943 | loss: 0.0312057 | val_loss: 0.0312151 | Time: 2306.51 ms [2021-10-01 05:01:11 main:574] : INFO : Epoch 1944 | loss: 0.0312044 | val_loss: 0.0312133 | Time: 2344.02 ms [2021-10-01 05:01:14 main:574] : INFO : Epoch 1945 | loss: 0.0312045 | val_loss: 0.0312148 | Time: 2362.57 ms [2021-10-01 05:01:16 main:574] : INFO : Epoch 1946 | loss: 0.0312038 | val_loss: 0.031216 | Time: 2289.1 ms [2021-10-01 05:01:18 main:574] : INFO : Epoch 1947 | loss: 0.0312041 | val_loss: 0.0312143 | Time: 2297.08 ms [2021-10-01 05:01:20 main:574] : INFO : Epoch 1948 | loss: 0.0312038 | val_loss: 0.0312136 | Time: 2265.97 ms [2021-10-01 05:01:23 main:574] : INFO : Epoch 1949 | loss: 0.0312042 | val_loss: 0.0312148 | Time: 2375.83 ms [2021-10-01 05:01:25 main:574] : INFO : Epoch 1950 | loss: 0.0312047 | val_loss: 0.0312144 | Time: 2340.03 ms [2021-10-01 05:01:27 main:574] : INFO : Epoch 1951 | loss: 0.0312045 | val_loss: 0.0312146 | Time: 2292.48 ms [2021-10-01 05:01:30 main:574] : INFO : Epoch 1952 | loss: 0.0312043 | val_loss: 0.031215 | Time: 2331.04 ms [2021-10-01 05:01:32 main:574] : INFO : Epoch 1953 | loss: 0.0312044 | val_loss: 0.031214 | Time: 2350.48 ms [2021-10-01 05:01:35 main:574] : INFO : Epoch 1954 | loss: 0.0312044 | val_loss: 0.0312178 | Time: 2395.79 ms [2021-10-01 05:01:37 main:574] : INFO : Epoch 1955 | loss: 0.0312051 | val_loss: 0.0312152 | Time: 2353.37 ms [2021-10-01 05:01:39 main:574] : INFO : Epoch 1956 | loss: 0.0312053 | val_loss: 0.0312172 | Time: 2311.74 ms [2021-10-01 05:01:41 main:574] : INFO : Epoch 1957 | loss: 0.0312045 | val_loss: 0.0312137 | Time: 2277.61 ms [2021-10-01 05:01:44 main:574] : INFO : Epoch 1958 | loss: 0.0312045 | val_loss: 0.0312157 | Time: 2278.65 ms [2021-10-01 05:01:46 main:574] : INFO : Epoch 1959 | loss: 0.0312042 | val_loss: 0.0312136 | Time: 2336.5 ms [2021-10-01 05:01:48 main:574] : INFO : Epoch 1960 | loss: 0.031204 | val_loss: 0.0312139 | Time: 2386.69 ms [2021-10-01 05:01:51 main:574] : INFO : Epoch 1961 | loss: 0.0312061 | val_loss: 0.0312188 | Time: 2315.55 ms [2021-10-01 05:01:53 main:574] : INFO : Epoch 1962 | loss: 0.0312046 | val_loss: 0.031215 | Time: 2267.79 ms [2021-10-01 05:01:55 main:574] : INFO : Epoch 1963 | loss: 0.0312039 | val_loss: 0.0312153 | Time: 2415.39 ms [2021-10-01 05:01:58 main:574] : INFO : Epoch 1964 | loss: 0.0312036 | val_loss: 0.0312173 | Time: 2350.33 ms [2021-10-01 05:02:00 main:574] : INFO : Epoch 1965 | loss: 0.0312042 | val_loss: 0.0312147 | Time: 2334.4 ms [2021-10-01 05:02:03 main:574] : INFO : Epoch 1966 | loss: 0.0312046 | val_loss: 0.0312139 | Time: 2385.06 ms [2021-10-01 05:02:05 main:574] : INFO : Epoch 1967 | loss: 0.0312037 | val_loss: 0.0312161 | Time: 2351.15 ms [2021-10-01 05:02:07 main:574] : INFO : Epoch 1968 | loss: 0.031204 | val_loss: 0.0312151 | Time: 2264.23 ms [2021-10-01 05:02:09 main:574] : INFO : Epoch 1969 | loss: 0.0312035 | val_loss: 0.0312142 | Time: 2276.49 ms [2021-10-01 05:02:12 main:574] : INFO : Epoch 1970 | loss: 0.0312035 | val_loss: 0.0312155 | Time: 2379.46 ms [2021-10-01 05:02:14 main:574] : INFO : Epoch 1971 | loss: 0.0312033 | val_loss: 0.0312139 | Time: 2315.39 ms [2021-10-01 05:02:17 main:574] : INFO : Epoch 1972 | loss: 0.0312035 | val_loss: 0.0312151 | Time: 2304.46 ms [2021-10-01 05:02:19 main:574] : INFO : Epoch 1973 | loss: 0.031204 | val_loss: 0.0312155 | Time: 2265.07 ms [2021-10-01 05:02:21 main:574] : INFO : Epoch 1974 | loss: 0.0312041 | val_loss: 0.0312159 | Time: 2440 ms [2021-10-01 05:02:24 main:574] : INFO : Epoch 1975 | loss: 0.0312052 | val_loss: 0.031217 | Time: 2361.85 ms [2021-10-01 05:02:26 main:574] : INFO : Epoch 1976 | loss: 0.0312039 | val_loss: 0.0312153 | Time: 2317.77 ms [2021-10-01 05:02:28 main:574] : INFO : Epoch 1977 | loss: 0.0312035 | val_loss: 0.0312142 | Time: 2426.34 ms [2021-10-01 05:02:31 main:574] : INFO : Epoch 1978 | loss: 0.0312036 | val_loss: 0.0312146 | Time: 2342.44 ms [2021-10-01 05:02:33 main:574] : INFO : Epoch 1979 | loss: 0.0312039 | val_loss: 0.0312147 | Time: 2206.06 ms [2021-10-01 05:02:35 main:574] : INFO : Epoch 1980 | loss: 0.0312029 | val_loss: 0.0312143 | Time: 2304.22 ms [2021-10-01 05:02:38 main:574] : INFO : Epoch 1981 | loss: 0.031203 | val_loss: 0.0312147 | Time: 2400.75 ms [2021-10-01 05:02:40 main:574] : INFO : Epoch 1982 | loss: 0.0312035 | val_loss: 0.0312168 | Time: 2275.53 ms [2021-10-01 05:02:42 main:574] : INFO : Epoch 1983 | loss: 0.0312032 | val_loss: 0.0312142 | Time: 2264.53 ms [2021-10-01 05:02:44 main:574] : INFO : Epoch 1984 | loss: 0.0312035 | val_loss: 0.0312147 | Time: 2306.8 ms [2021-10-01 05:02:47 main:574] : INFO : Epoch 1985 | loss: 0.0312041 | val_loss: 0.0312225 | Time: 2455.14 ms [2021-10-01 05:02:49 main:574] : INFO : Epoch 1986 | loss: 0.0312054 | val_loss: 0.0312161 | Time: 2321.19 ms [2021-10-01 05:02:52 main:574] : INFO : Epoch 1987 | loss: 0.0312087 | val_loss: 0.0312357 | Time: 2308.52 ms [2021-10-01 05:02:54 main:574] : INFO : Epoch 1988 | loss: 0.0314069 | val_loss: 0.0323422 | Time: 2422.89 ms [2021-10-01 05:02:56 main:574] : INFO : Epoch 1989 | loss: 0.041454 | val_loss: 0.0337578 | Time: 2303.62 ms [2021-10-01 05:02:59 main:574] : INFO : Epoch 1990 | loss: 0.0325292 | val_loss: 0.031723 | Time: 2230.14 ms [2021-10-01 05:03:01 main:574] : INFO : Epoch 1991 | loss: 0.0314131 | val_loss: 0.0312914 | Time: 2302.95 ms [2021-10-01 05:03:03 main:574] : INFO : Epoch 1992 | loss: 0.0312701 | val_loss: 0.0312452 | Time: 2369.92 ms [2021-10-01 05:03:06 main:574] : INFO : Epoch 1993 | loss: 0.0312412 | val_loss: 0.0312372 | Time: 2263.65 ms [2021-10-01 05:03:08 main:574] : INFO : Epoch 1994 | loss: 0.0312353 | val_loss: 0.0312323 | Time: 2281.61 ms [2021-10-01 05:03:10 main:574] : INFO : Epoch 1995 | loss: 0.0312327 | val_loss: 0.0312317 | Time: 2354.94 ms [2021-10-01 05:03:13 main:574] : INFO : Epoch 1996 | loss: 0.0312326 | val_loss: 0.0312303 | Time: 2346.69 ms [2021-10-01 05:03:15 main:574] : INFO : Epoch 1997 | loss: 0.0312315 | val_loss: 0.0312298 | Time: 2348.08 ms [2021-10-01 05:03:17 main:574] : INFO : Epoch 1998 | loss: 0.0312306 | val_loss: 0.03123 | Time: 2318.35 ms [2021-10-01 05:03:20 main:574] : INFO : Epoch 1999 | loss: 0.0312301 | val_loss: 0.0312289 | Time: 2410.17 ms [2021-10-01 05:03:22 main:574] : INFO : Epoch 2000 | loss: 0.0312297 | val_loss: 0.0312282 | Time: 2302.18 ms [2021-10-01 05:03:24 main:574] : INFO : Epoch 2001 | loss: 0.0312292 | val_loss: 0.0312279 | Time: 2233.42 ms [2021-10-01 05:03:26 main:574] : INFO : Epoch 2002 | loss: 0.0312285 | val_loss: 0.0312275 | Time: 2302.11 ms [2021-10-01 05:03:29 main:574] : INFO : Epoch 2003 | loss: 0.0312276 | val_loss: 0.0312237 | Time: 2370.39 ms [2021-10-01 05:03:31 main:574] : INFO : Epoch 2004 | loss: 0.0312233 | val_loss: 0.0312226 | Time: 2343.35 ms [2021-10-01 05:03:33 main:574] : INFO : Epoch 2005 | loss: 0.0312229 | val_loss: 0.0312224 | Time: 2311.13 ms [2021-10-01 05:03:36 main:574] : INFO : Epoch 2006 | loss: 0.0312226 | val_loss: 0.0312221 | Time: 2407.9 ms [2021-10-01 05:03:38 main:574] : INFO : Epoch 2007 | loss: 0.0312225 | val_loss: 0.031222 | Time: 2356.33 ms [2021-10-01 05:03:41 main:574] : INFO : Epoch 2008 | loss: 0.0312222 | val_loss: 0.0312221 | Time: 2327.91 ms [2021-10-01 05:03:43 main:574] : INFO : Epoch 2009 | loss: 0.0312226 | val_loss: 0.0312219 | Time: 2371.24 ms [2021-10-01 05:03:45 main:574] : INFO : Epoch 2010 | loss: 0.0312218 | val_loss: 0.0312212 | Time: 2360.96 ms [2021-10-01 05:03:48 main:574] : INFO : Epoch 2011 | loss: 0.0312213 | val_loss: 0.0312209 | Time: 2288.13 ms [2021-10-01 05:03:50 main:574] : INFO : Epoch 2012 | loss: 0.0312209 | val_loss: 0.0312204 | Time: 2263.29 ms [2021-10-01 05:03:52 main:574] : INFO : Epoch 2013 | loss: 0.0312203 | val_loss: 0.0312201 | Time: 2312.84 ms [2021-10-01 05:03:55 main:574] : INFO : Epoch 2014 | loss: 0.0312202 | val_loss: 0.0312207 | Time: 2357.52 ms [2021-10-01 05:03:57 main:574] : INFO : Epoch 2015 | loss: 0.0312202 | val_loss: 0.0312199 | Time: 2243.54 ms [2021-10-01 05:03:59 main:574] : INFO : Epoch 2016 | loss: 0.0312197 | val_loss: 0.0312204 | Time: 2342.68 ms [2021-10-01 05:04:02 main:574] : INFO : Epoch 2017 | loss: 0.0312201 | val_loss: 0.0312196 | Time: 2372.35 ms [2021-10-01 05:04:04 main:574] : INFO : Epoch 2018 | loss: 0.0312199 | val_loss: 0.0312196 | Time: 2340.84 ms [2021-10-01 05:04:06 main:574] : INFO : Epoch 2019 | loss: 0.0312192 | val_loss: 0.0312193 | Time: 2323.75 ms [2021-10-01 05:04:09 main:574] : INFO : Epoch 2020 | loss: 0.0312191 | val_loss: 0.0312201 | Time: 2348.95 ms [2021-10-01 05:04:11 main:574] : INFO : Epoch 2021 | loss: 0.0312189 | val_loss: 0.0312191 | Time: 2364.7 ms [2021-10-01 05:04:13 main:574] : INFO : Epoch 2022 | loss: 0.0312187 | val_loss: 0.0312195 | Time: 2303.29 ms [2021-10-01 05:04:16 main:574] : INFO : Epoch 2023 | loss: 0.0312189 | val_loss: 0.0312195 | Time: 2301.42 ms [2021-10-01 05:04:18 main:574] : INFO : Epoch 2024 | loss: 0.0312191 | val_loss: 0.0312189 | Time: 2295.51 ms [2021-10-01 05:04:20 main:574] : INFO : Epoch 2025 | loss: 0.0312188 | val_loss: 0.0312196 | Time: 2352.12 ms [2021-10-01 05:04:23 main:574] : INFO : Epoch 2026 | loss: 0.031219 | val_loss: 0.0312189 | Time: 2281.65 ms [2021-10-01 05:04:25 main:574] : INFO : Epoch 2027 | loss: 0.0312184 | val_loss: 0.0312192 | Time: 2368.85 ms [2021-10-01 05:04:27 main:574] : INFO : Epoch 2028 | loss: 0.0312182 | val_loss: 0.0312183 | Time: 2341.91 ms [2021-10-01 05:04:30 main:574] : INFO : Epoch 2029 | loss: 0.0312182 | val_loss: 0.031219 | Time: 2367.79 ms [2021-10-01 05:04:32 main:574] : INFO : Epoch 2030 | loss: 0.031219 | val_loss: 0.0312189 | Time: 2385.64 ms [2021-10-01 05:04:34 main:574] : INFO : Epoch 2031 | loss: 0.0312183 | val_loss: 0.0312184 | Time: 2361.94 ms [2021-10-01 05:04:37 main:574] : INFO : Epoch 2032 | loss: 0.0312186 | val_loss: 0.0312188 | Time: 2294.68 ms [2021-10-01 05:04:39 main:574] : INFO : Epoch 2033 | loss: 0.0312188 | val_loss: 0.0312193 | Time: 2304.3 ms [2021-10-01 05:04:41 main:574] : INFO : Epoch 2034 | loss: 0.0312188 | val_loss: 0.0312185 | Time: 2366.44 ms [2021-10-01 05:04:44 main:574] : INFO : Epoch 2035 | loss: 0.031218 | val_loss: 0.0312187 | Time: 2365.6 ms [2021-10-01 05:04:46 main:574] : INFO : Epoch 2036 | loss: 0.031218 | val_loss: 0.0312186 | Time: 2532.73 ms [2021-10-01 05:04:49 main:574] : INFO : Epoch 2037 | loss: 0.0312178 | val_loss: 0.0312192 | Time: 2307.52 ms [2021-10-01 05:04:51 main:574] : INFO : Epoch 2038 | loss: 0.031218 | val_loss: 0.0312184 | Time: 2415.94 ms [2021-10-01 05:04:53 main:574] : INFO : Epoch 2039 | loss: 0.0312181 | val_loss: 0.0312181 | Time: 2340.99 ms [2021-10-01 05:04:56 main:574] : INFO : Epoch 2040 | loss: 0.0312177 | val_loss: 0.0312181 | Time: 2330.85 ms [2021-10-01 05:04:58 main:574] : INFO : Epoch 2041 | loss: 0.0312174 | val_loss: 0.0312182 | Time: 2463.19 ms [2021-10-01 05:05:01 main:574] : INFO : Epoch 2042 | loss: 0.0312174 | val_loss: 0.031218 | Time: 2438.35 ms [2021-10-01 05:05:03 main:574] : INFO : Epoch 2043 | loss: 0.0312174 | val_loss: 0.0312178 | Time: 2349.35 ms [2021-10-01 05:05:05 main:574] : INFO : Epoch 2044 | loss: 0.0312171 | val_loss: 0.0312177 | Time: 2355.59 ms [2021-10-01 05:05:08 main:574] : INFO : Epoch 2045 | loss: 0.0312172 | val_loss: 0.0312178 | Time: 2338.05 ms [2021-10-01 05:05:10 main:574] : INFO : Epoch 2046 | loss: 0.0312169 | val_loss: 0.0312175 | Time: 2277.76 ms [2021-10-01 05:05:12 main:574] : INFO : Epoch 2047 | loss: 0.0312169 | val_loss: 0.0312176 | Time: 2294.69 ms [2021-10-01 05:05:15 main:574] : INFO : Epoch 2048 | loss: 0.031217 | val_loss: 0.0312176 | Time: 2383.25 ms [2021-10-01 05:05:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312176 [2021-10-01 05:05:15 main:603] : INFO : Saving end state to config to file [2021-10-01 05:05:15 main:608] : INFO : Success, exiting.. 05:05:15 (19708): 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)