Task 14242776
| Name | ParityModified-1647047110-4832-2-0_1 |
| Workunit | 10823623 |
| Created | 2 Apr 2022, 10:44:41 UTC |
| Sent | 2 Apr 2022, 12:52:39 UTC |
| Report deadline | 10 Apr 2022, 12:52:39 UTC |
| Received | 2 Apr 2022, 21:21:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6082 |
| Run time | 3 hours 23 min 25 sec |
| CPU time | 1 hours 2 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,565.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 55:28 main:574] : INFO : Epoch 1567 | loss: 0.0312246 | val_loss: 0.0312237 | Time: 2402.27 ms [2022-04-02 10:55:30 main:574] : INFO : Epoch 1568 | loss: 0.0312245 | val_loss: 0.031224 | Time: 2233.44 ms [2022-04-02 10:55:32 main:574] : INFO : Epoch 1569 | loss: 0.0312246 | val_loss: 0.0312227 | Time: 2264.81 ms [2022-04-02 10:55:35 main:574] : INFO : Epoch 1570 | loss: 0.0312232 | val_loss: 0.0312248 | Time: 2763.05 ms [2022-04-02 10:55:37 main:574] : INFO : Epoch 1571 | loss: 0.0312264 | val_loss: 0.0312278 | Time: 2501.76 ms [2022-04-02 10:55:40 main:574] : INFO : Epoch 1572 | loss: 0.0312344 | val_loss: 0.0312327 | Time: 2642.42 ms [2022-04-02 10:55:43 main:574] : INFO : Epoch 1573 | loss: 0.0312352 | val_loss: 0.0312346 | Time: 2407.57 ms [2022-04-02 10:55:45 main:574] : INFO : Epoch 1574 | loss: 0.0312337 | val_loss: 0.0312346 | Time: 2282.08 ms [2022-04-02 10:55:47 main:574] : INFO : Epoch 1575 | loss: 0.0312334 | val_loss: 0.0312333 | Time: 2613.71 ms [2022-04-02 10:55:50 main:574] : INFO : Epoch 1576 | loss: 0.0312344 | val_loss: 0.0312356 | Time: 2308.92 ms [2022-04-02 10:55:52 main:574] : INFO : Epoch 1577 | loss: 0.031233 | val_loss: 0.0312321 | Time: 2378.73 ms [2022-04-02 10:55:54 main:574] : INFO : Epoch 1578 | loss: 0.0312323 | val_loss: 0.0312314 | Time: 2318.25 ms [2022-04-02 10:55:57 main:574] : INFO : Epoch 1579 | loss: 0.0312321 | val_loss: 0.031231 | Time: 2428.86 ms [2022-04-02 10:55:59 main:574] : INFO : Epoch 1580 | loss: 0.0312324 | val_loss: 0.0312317 | Time: 2362.73 ms [2022-04-02 10:56:02 main:574] : INFO : Epoch 1581 | loss: 0.0312316 | val_loss: 0.031231 | Time: 2308.13 ms [2022-04-02 10:56:04 main:574] : INFO : Epoch 1582 | loss: 0.0312313 | val_loss: 0.0312311 | Time: 2352.58 ms [2022-04-02 10:56:06 main:574] : INFO : Epoch 1583 | loss: 0.0312306 | val_loss: 0.0312317 | Time: 2326.75 ms [2022-04-02 10:56:09 main:574] : INFO : Epoch 1584 | loss: 0.0312305 | val_loss: 0.0312319 | Time: 2333.65 ms [2022-04-02 10:56:11 main:574] : INFO : Epoch 1585 | loss: 0.0312308 | val_loss: 0.031231 | Time: 2310.49 ms [2022-04-02 10:56:13 main:574] : INFO : Epoch 1586 | loss: 0.03123 | val_loss: 0.0312308 | Time: 2346.76 ms [2022-04-02 10:56:16 main:574] : INFO : Epoch 1587 | loss: 0.0312301 | val_loss: 0.0312307 | Time: 2221.94 ms [2022-04-02 10:56:18 main:574] : INFO : Epoch 1588 | loss: 0.0312302 | val_loss: 0.0312314 | Time: 2764.23 ms [2022-04-02 10:56:21 main:574] : INFO : Epoch 1589 | loss: 0.031231 | val_loss: 0.0312324 | Time: 2309.77 ms [2022-04-02 10:56:23 main:574] : INFO : Epoch 1590 | loss: 0.0312311 | val_loss: 0.0312316 | Time: 2369.07 ms [2022-04-02 10:56:25 main:574] : INFO : Epoch 1591 | loss: 0.0312307 | val_loss: 0.0312326 | Time: 2235.16 ms [2022-04-02 10:56:28 main:574] : INFO : Epoch 1592 | loss: 0.0312303 | val_loss: 0.0312313 | Time: 2321.64 ms [2022-04-02 10:56:30 main:574] : INFO : Epoch 1593 | loss: 0.0312291 | val_loss: 0.0312304 | Time: 2266.12 ms [2022-04-02 10:56:32 main:574] : INFO : Epoch 1594 | loss: 0.0312294 | val_loss: 0.031231 | Time: 2370.32 ms [2022-04-02 10:56:35 main:574] : INFO : Epoch 1595 | loss: 0.0312293 | val_loss: 0.0312308 | Time: 2313.45 ms [2022-04-02 10:56:37 main:574] : INFO : Epoch 1596 | loss: 0.0312297 | val_loss: 0.0312316 | Time: 2277.04 ms [2022-04-02 10:56:39 main:574] : INFO : Epoch 1597 | loss: 0.031229 | val_loss: 0.0312297 | Time: 2544.38 ms [2022-04-02 10:56:42 main:574] : INFO : Epoch 1598 | loss: 0.0312287 | val_loss: 0.0312315 | Time: 2259.82 ms [2022-04-02 10:56:44 main:574] : INFO : Epoch 1599 | loss: 0.0312287 | val_loss: 0.0312304 | Time: 2206.81 ms [2022-04-02 10:56:46 main:574] : INFO : Epoch 1600 | loss: 0.0312287 | val_loss: 0.03123 | Time: 2287.41 ms [2022-04-02 10:56:49 main:574] : INFO : Epoch 1601 | loss: 0.0312291 | val_loss: 0.0312268 | Time: 2404.79 ms [2022-04-02 10:56:51 main:574] : INFO : Epoch 1602 | loss: 0.0312281 | val_loss: 0.0312274 | Time: 2322.88 ms [2022-04-02 10:56:53 main:574] : INFO : Epoch 1603 | loss: 0.0312272 | val_loss: 0.0312263 | Time: 2256.4 ms [2022-04-02 10:56:55 main:574] : INFO : Epoch 1604 | loss: 0.0312268 | val_loss: 0.0312262 | Time: 2252.5 ms [2022-04-02 10:56:58 main:574] : INFO : Epoch 1605 | loss: 0.0312271 | val_loss: 0.0312255 | Time: 2387.33 ms [2022-04-02 10:57:00 main:574] : INFO : Epoch 1606 | loss: 0.0312265 | val_loss: 0.0312261 | Time: 2567.36 ms [2022-04-02 10:57:03 main:574] : INFO : Epoch 1607 | loss: 0.0312262 | val_loss: 0.0312249 | Time: 2453.2 ms [2022-04-02 10:57:05 main:574] : INFO : Epoch 1608 | loss: 0.0312258 | val_loss: 0.0312259 | Time: 2240.2 ms [2022-04-02 10:57:07 main:574] : INFO : Epoch 1609 | loss: 0.0312261 | val_loss: 0.0312244 | Time: 2393.38 ms [2022-04-02 10:57:10 main:574] : INFO : Epoch 1610 | loss: 0.0312254 | val_loss: 0.0312264 | Time: 2564.92 ms [2022-04-02 10:57:13 main:574] : INFO : Epoch 1611 | loss: 0.0312245 | val_loss: 0.0312249 | Time: 2732.17 ms [2022-04-02 10:57:16 main:574] : INFO : Epoch 1612 | loss: 0.031225 | val_loss: 0.0312247 | Time: 3436.03 ms [2022-04-02 10:57:19 main:574] : INFO : Epoch 1613 | loss: 0.0312246 | val_loss: 0.0312236 | Time: 2771.31 ms [2022-04-02 10:57:21 main:574] : INFO : Epoch 1614 | loss: 0.0312237 | val_loss: 0.0312226 | Time: 2375.86 ms [2022-04-02 10:57:24 main:574] : INFO : Epoch 1615 | loss: 0.0312245 | val_loss: 0.0312257 | Time: 2363.65 ms [2022-04-02 10:57:26 main:574] : INFO : Epoch 1616 | loss: 0.031224 | val_loss: 0.0312237 | Time: 2337.25 ms [2022-04-02 10:57:29 main:574] : INFO : Epoch 1617 | loss: 0.0312242 | val_loss: 0.0312226 | Time: 2649.62 ms [2022-04-02 10:57:31 main:574] : INFO : Epoch 1618 | loss: 0.0312234 | val_loss: 0.0312226 | Time: 2673.18 ms [2022-04-02 10:57:34 main:574] : INFO : Epoch 1619 | loss: 0.0312234 | val_loss: 0.0312226 | Time: 2479.04 ms [2022-04-02 10:57:36 main:574] : INFO : Epoch 1620 | loss: 0.0312236 | val_loss: 0.0312233 | Time: 2266.53 ms [2022-04-02 10:57:38 main:574] : INFO : Epoch 1621 | loss: 0.0312239 | val_loss: 0.0312223 | Time: 2381 ms [2022-04-02 10:57:41 main:574] : INFO : Epoch 1622 | loss: 0.0312237 | val_loss: 0.031223 | Time: 2309.92 ms [2022-04-02 10:57:43 main:574] : INFO : Epoch 1623 | loss: 0.0312234 | val_loss: 0.0312221 | Time: 2292.29 ms [2022-04-02 10:57:45 main:574] : INFO : Epoch 1624 | loss: 0.0312229 | val_loss: 0.0312235 | Time: 2232.32 ms [2022-04-02 10:57:48 main:574] : INFO : Epoch 1625 | loss: 0.0312231 | val_loss: 0.0312216 | Time: 2657.63 ms [2022-04-02 10:57:51 main:574] : INFO : Epoch 1626 | loss: 0.0312241 | val_loss: 0.0312221 | Time: 2717.24 ms [2022-04-02 10:57:53 main:574] : INFO : Epoch 1627 | loss: 0.0312233 | val_loss: 0.0312234 | Time: 2301.25 ms [2022-04-02 10:57:55 main:574] : INFO : Epoch 1628 | loss: 0.0312242 | val_loss: 0.031224 | Time: 2355.06 ms [2022-04-02 10:57:58 main:574] : INFO : Epoch 1629 | loss: 0.0312248 | val_loss: 0.0312244 | Time: 2816.48 ms [2022-04-02 10:58:00 main:574] : INFO : Epoch 1630 | loss: 0.0312248 | val_loss: 0.0312237 | Time: 2193.25 ms [2022-04-02 10:58:03 main:574] : INFO : Epoch 1631 | loss: 0.0312224 | val_loss: 0.0312209 | Time: 2350.77 ms [2022-04-02 10:58:05 main:574] : INFO : Epoch 1632 | loss: 0.0312218 | val_loss: 0.0312214 | Time: 2228.58 ms [2022-04-02 10:58:07 main:574] : INFO : Epoch 1633 | loss: 0.031222 | val_loss: 0.0312204 | Time: 2427.87 ms [2022-04-02 10:58:10 main:574] : INFO : Epoch 1634 | loss: 0.031223 | val_loss: 0.0312207 | Time: 2658.08 ms [2022-04-02 10:58:12 main:574] : INFO : Epoch 1635 | loss: 0.0312235 | val_loss: 0.0312212 | Time: 2339.47 ms [2022-04-02 10:58:15 main:574] : INFO : Epoch 1636 | loss: 0.0312217 | val_loss: 0.0312205 | Time: 2265.69 ms [2022-04-02 10:58:17 main:574] : INFO : Epoch 1637 | loss: 0.0312223 | val_loss: 0.0312213 | Time: 2266.59 ms [2022-04-02 10:58:19 main:574] : INFO : Epoch 1638 | loss: 0.0312214 | val_loss: 0.0312208 | Time: 2405.86 ms [2022-04-02 10:58:22 main:574] : INFO : Epoch 1639 | loss: 0.0312214 | val_loss: 0.0312204 | Time: 2370.56 ms [2022-04-02 10:58:24 main:574] : INFO : Epoch 1640 | loss: 0.0312211 | val_loss: 0.0312265 | Time: 2316.34 ms [2022-04-02 10:58:26 main:574] : INFO : Epoch 1641 | loss: 0.031222 | val_loss: 0.0312202 | Time: 2328.13 ms [2022-04-02 10:58:29 main:574] : INFO : Epoch 1642 | loss: 0.0312212 | val_loss: 0.0312202 | Time: 2313.27 ms [2022-04-02 10:58:31 main:574] : INFO : Epoch 1643 | loss: 0.0312218 | val_loss: 0.0312209 | Time: 2287.8 ms [2022-04-02 10:58:33 main:574] : INFO : Epoch 1644 | loss: 0.0312212 | val_loss: 0.0312206 | Time: 2329.44 ms [2022-04-02 10:58:36 main:574] : INFO : Epoch 1645 | loss: 0.0312215 | val_loss: 0.0312205 | Time: 2628.89 ms [2022-04-02 10:58:38 main:574] : INFO : Epoch 1646 | loss: 0.0312209 | val_loss: 0.0312194 | Time: 2282.48 ms [2022-04-02 10:58:41 main:574] : INFO : Epoch 1647 | loss: 0.0312209 | val_loss: 0.0312197 | Time: 2283.67 ms [2022-04-02 10:58:43 main:574] : INFO : Epoch 1648 | loss: 0.0312212 | val_loss: 0.0312223 | Time: 2278.82 ms [2022-04-02 10:58:45 main:574] : INFO : Epoch 1649 | loss: 0.0312217 | val_loss: 0.0312197 | Time: 2514.66 ms [2022-04-02 10:58:48 main:574] : INFO : Epoch 1650 | loss: 0.0312215 | val_loss: 0.031219 | Time: 2249.47 ms [2022-04-02 10:58:51 main:574] : INFO : Epoch 1651 | loss: 0.0312204 | val_loss: 0.0312187 | Time: 3309.06 ms [2022-04-02 10:58:54 main:574] : INFO : Epoch 1652 | loss: 0.0312202 | val_loss: 0.031219 | Time: 2894.1 ms [2022-04-02 10:58:57 main:574] : INFO : Epoch 1653 | loss: 0.0312202 | val_loss: 0.0312187 | Time: 2923.4 ms [2022-04-02 10:59:00 main:574] : INFO : Epoch 1654 | loss: 0.0312198 | val_loss: 0.0312187 | Time: 3006.14 ms [2022-04-02 10:59:03 main:574] : INFO : Epoch 1655 | loss: 0.0312198 | val_loss: 0.0312183 | Time: 2815.75 ms [2022-04-02 10:59:06 main:574] : INFO : Epoch 1656 | loss: 0.0312207 | val_loss: 0.0312188 | Time: 2997.93 ms [2022-04-02 10:59:09 main:574] : INFO : Epoch 1657 | loss: 0.0312217 | val_loss: 0.0312189 | Time: 2994.09 ms [2022-04-02 10:59:11 main:574] : INFO : Epoch 1658 | loss: 0.03122 | val_loss: 0.0312186 | Time: 2615.64 ms [2022-04-02 10:59:14 main:574] : INFO : Epoch 1659 | loss: 0.031219 | val_loss: 0.0312179 | Time: 2660.49 ms [2022-04-02 10:59:17 main:574] : INFO : Epoch 1660 | loss: 0.0312193 | val_loss: 0.0312174 | Time: 2838.29 ms [2022-04-02 10:59:19 main:574] : INFO : Epoch 1661 | loss: 0.0312187 | val_loss: 0.0312185 | Time: 2577.79 ms [2022-04-02 10:59:22 main:574] : INFO : Epoch 1662 | loss: 0.0312183 | val_loss: 0.0312183 | Time: 2621.06 ms [2022-04-02 10:59:25 main:574] : INFO : Epoch 1663 | loss: 0.031219 | val_loss: 0.0312176 | Time: 2883.8 ms [2022-04-02 10:59:28 main:574] : INFO : Epoch 1664 | loss: 0.0312186 | val_loss: 0.0312174 | Time: 2906.15 ms [2022-04-02 10:59:30 main:574] : INFO : Epoch 1665 | loss: 0.0312188 | val_loss: 0.0312171 | Time: 2498.31 ms [2022-04-02 10:59:33 main:574] : INFO : Epoch 1666 | loss: 0.0312192 | val_loss: 0.0312182 | Time: 2697.68 ms [2022-04-02 10:59:36 main:574] : INFO : Epoch 1667 | loss: 0.0312181 | val_loss: 0.031219 | Time: 2724.09 ms [2022-04-02 10:59:39 main:574] : INFO : Epoch 1668 | loss: 0.031218 | val_loss: 0.0312164 | Time: 2850.75 ms [2022-04-02 10:59:48 main:574] : INFO : Epoch 1669 | loss: 0.0312177 | val_loss: 0.0312157 | Time: 8993.32 ms [2022-04-02 10:59:51 main:574] : INFO : Epoch 1670 | loss: 0.0312172 | val_loss: 0.0312157 | Time: 2893.28 ms [2022-04-02 10:59:54 main:574] : INFO : Epoch 1671 | loss: 0.0312167 | val_loss: 0.0312153 | Time: 2740.75 ms [2022-04-02 10:59:57 main:574] : INFO : Epoch 1672 | loss: 0.0312177 | val_loss: 0.0312152 | Time: 2841.29 ms [2022-04-02 11:00:00 main:574] : INFO : Epoch 1673 | loss: 0.0312173 | val_loss: 0.0312154 | Time: 2938.61 ms [2022-04-02 11:00:02 main:574] : INFO : Epoch 1674 | loss: 0.0312167 | val_loss: 0.0312166 | Time: 2749.82 ms [2022-04-02 11:00:13 main:574] : INFO : Epoch 1675 | loss: 0.0312161 | val_loss: 0.0312149 | Time: 10320.3 ms [2022-04-02 11:00:18 main:574] : INFO : Epoch 1676 | loss: 0.0312172 | val_loss: 0.0312172 | Time: 2830.45 ms [2022-04-02 11:00:21 main:574] : INFO : Epoch 1677 | loss: 0.0312177 | val_loss: 0.031219 | Time: 2819.51 ms [2022-04-02 11:00:29 main:574] : INFO : Epoch 1678 | loss: 0.0312175 | val_loss: 0.0312151 | Time: 8045.81 ms [2022-04-02 11:00:38 main:574] : INFO : Epoch 1679 | loss: 0.0312168 | val_loss: 0.0312157 | Time: 9229.21 ms [2022-04-02 11:00:41 main:574] : INFO : Epoch 1680 | loss: 0.0312162 | val_loss: 0.031215 | Time: 2908.94 ms [2022-04-02 11:00:44 main:574] : INFO : Epoch 1681 | loss: 0.0312156 | val_loss: 0.0312149 | Time: 2703.47 ms [2022-04-02 11:00:53 main:574] : INFO : Epoch 1682 | loss: 0.0312165 | val_loss: 0.0312147 | Time: 9198.34 ms [2022-04-02 11:01:04 main:574] : INFO : Epoch 1683 | loss: 0.0312169 | val_loss: 0.0312163 | Time: 9532.45 ms [2022-04-02 11:01:16 main:574] : INFO : Epoch 1684 | loss: 0.0312172 | val_loss: 0.0312141 | Time: 10271 ms [2022-04-02 11:01:24 main:574] : INFO : Epoch 1685 | loss: 0.0312167 | val_loss: 0.0312185 | Time: 6682.1 ms [2022-04-02 11:01:35 main:574] : INFO : Epoch 1686 | loss: 0.0312163 | val_loss: 0.0312158 | Time: 10788.9 ms [2022-04-02 11:01:47 main:574] : INFO : Epoch 1687 | loss: 0.0312164 | val_loss: 0.0312149 | Time: 10316.3 ms [2022-04-02 11:01:57 main:574] : INFO : Epoch 1688 | loss: 0.0312155 | val_loss: 0.0312143 | Time: 10146.3 ms [2022-04-02 11:02:08 main:574] : INFO : Epoch 1689 | loss: 0.0312159 | val_loss: 0.0312139 | Time: 9319 ms [2022-04-02 11:02:20 main:574] : INFO : Epoch 1690 | loss: 0.0312155 | val_loss: 0.0312185 | Time: 9928.58 ms [2022-04-02 11:02:32 main:574] : INFO : Epoch 1691 | loss: 0.0312166 | val_loss: 0.0312164 | Time: 8189.27 ms [2022-04-02 11:02:46 main:574] : INFO : Epoch 1692 | loss: 0.0312154 | val_loss: 0.0312142 | Time: 10916.5 ms [2022-04-02 11:02:53 main:574] : INFO : Epoch 1693 | loss: 0.0312165 | val_loss: 0.031216 | Time: 6318.97 ms [2022-04-02 11:03:03 main:574] : INFO : Epoch 1694 | loss: 0.0312151 | val_loss: 0.0312137 | Time: 9491.63 ms [2022-04-02 11:03:12 main:574] : INFO : Epoch 1695 | loss: 0.0312152 | val_loss: 0.0312151 | Time: 8437.12 ms [2022-04-02 11:03:23 main:574] : INFO : Epoch 1696 | loss: 0.0312161 | val_loss: 0.0312133 | Time: 10201.4 ms [2022-04-02 11:03:37 main:574] : INFO : Epoch 1697 | loss: 0.0312157 | val_loss: 0.0312134 | Time: 10603.3 ms [2022-04-02 11:03:50 main:574] : INFO : Epoch 1698 | loss: 0.031217 | val_loss: 0.0312159 | Time: 12224 ms [2022-04-02 11:04:04 main:574] : INFO : Epoch 1699 | loss: 0.0312164 | val_loss: 0.0312149 | Time: 13562.3 ms [2022-04-02 11:04:13 main:574] : INFO : Epoch 1700 | loss: 0.0312154 | val_loss: 0.031213 | Time: 6935.38 ms [2022-04-02 11:04:25 main:574] : INFO : Epoch 1701 | loss: 0.0312148 | val_loss: 0.031213 | Time: 10480.3 ms [2022-04-02 11:04:41 main:574] : INFO : Epoch 1702 | loss: 0.0312165 | val_loss: 0.0312139 | Time: 11844.9 ms [2022-04-02 11:04:49 main:574] : INFO : Epoch 1703 | loss: 0.0312174 | val_loss: 0.0312187 | Time: 7090.24 ms [2022-04-02 11:04:59 main:574] : INFO : Epoch 1704 | loss: 0.0312167 | val_loss: 0.0312136 | Time: 8458.12 ms [2022-04-02 11:05:08 main:574] : INFO : Epoch 1705 | loss: 0.0312151 | val_loss: 0.0312133 | Time: 8562.48 ms [2022-04-02 11:05:17 main:574] : INFO : Epoch 1706 | loss: 0.0312154 | val_loss: 0.0312133 | Time: 8219.11 ms [2022-04-02 11:05:24 main:574] : INFO : Epoch 1707 | loss: 0.031215 | val_loss: 0.031216 | Time: 6051.65 ms [2022-04-02 11:05:37 main:574] : INFO : Epoch 1708 | loss: 0.0312155 | val_loss: 0.031212 | Time: 10574.3 ms [2022-04-02 11:05:48 main:574] : INFO : Epoch 1709 | loss: 0.0312138 | val_loss: 0.0312119 | Time: 10177.2 ms [2022-04-02 11:06:00 main:574] : INFO : Epoch 1710 | loss: 0.031214 | val_loss: 0.0312124 | Time: 11335.8 ms [2022-04-02 11:06:07 main:574] : INFO : Epoch 1711 | loss: 0.0312143 | val_loss: 0.0312151 | Time: 6728 ms [2022-04-02 11:06:16 main:574] : INFO : Epoch 1712 | loss: 0.0312152 | val_loss: 0.0312139 | Time: 7179.59 ms [2022-04-02 11:06:29 main:574] : INFO : Epoch 1713 | loss: 0.0312143 | val_loss: 0.0312117 | Time: 9939.06 ms [2022-04-02 11:06:39 main:574] : INFO : Epoch 1714 | loss: 0.0312152 | val_loss: 0.0312118 | Time: 8466.57 ms [2022-04-02 11:06:49 main:574] : INFO : Epoch 1715 | loss: 0.0312144 | val_loss: 0.0312116 | Time: 8868.53 ms [2022-04-02 11:07:03 main:574] : INFO : Epoch 1716 | loss: 0.0312144 | val_loss: 0.0312123 | Time: 10347.4 ms [2022-04-02 11:07:17 main:574] : INFO : Epoch 1717 | loss: 0.0312155 | val_loss: 0.0312155 | Time: 12023.2 ms [2022-04-02 11:07:26 main:574] : INFO : Epoch 1718 | loss: 0.0312147 | val_loss: 0.0312118 | Time: 7937.57 ms [2022-04-02 11:07:33 main:574] : INFO : Epoch 1719 | loss: 0.0312143 | val_loss: 0.0312154 | Time: 6666.82 ms [2022-04-02 11:07:43 main:574] : INFO : Epoch 1720 | loss: 0.0312146 | val_loss: 0.0312124 | Time: 7764.36 ms [2022-04-02 11:07:49 main:574] : INFO : Epoch 1721 | loss: 0.0312135 | val_loss: 0.0312114 | Time: 5514.63 ms [2022-04-02 11:08:02 main:574] : INFO : Epoch 1722 | loss: 0.0312137 | val_loss: 0.0312161 | Time: 12798.5 ms [2022-04-02 11:08:13 main:574] : INFO : Epoch 1723 | loss: 0.0312155 | val_loss: 0.0312125 | Time: 10209.9 ms [2022-04-02 11:08:23 main:574] : INFO : Epoch 1724 | loss: 0.0312141 | val_loss: 0.0312123 | Time: 10225.9 ms [2022-04-02 11:08:33 main:574] : INFO : Epoch 1725 | loss: 0.0312141 | val_loss: 0.0312112 | Time: 8715.71 ms [2022-04-02 11:08:43 main:574] : INFO : Epoch 1726 | loss: 0.0312144 | val_loss: 0.0312119 | Time: 8638.44 ms [2022-04-02 11:08:53 main:574] : INFO : Epoch 1727 | loss: 0.0312145 | val_loss: 0.0312119 | Time: 8574.45 ms [2022-04-02 11:09:06 main:574] : INFO : Epoch 1728 | loss: 0.0312131 | val_loss: 0.031211 | Time: 11539.3 ms [2022-04-02 11:09:16 main:574] : INFO : Epoch 1729 | loss: 0.0312143 | val_loss: 0.0312122 | Time: 7038.55 ms [2022-04-02 11:09:30 main:574] : INFO : Epoch 1730 | loss: 0.031212 | val_loss: 0.0312102 | Time: 13856.6 ms [2022-04-02 11:09:44 main:574] : INFO : Epoch 1731 | loss: 0.0312113 | val_loss: 0.0312102 | Time: 13772.3 ms [2022-04-02 11:09:59 main:574] : INFO : Epoch 1732 | loss: 0.0312114 | val_loss: 0.0312121 | Time: 13172.9 ms [2022-04-02 11:10:10 main:574] : INFO : Epoch 1733 | loss: 0.0312138 | val_loss: 0.0312132 | Time: 9272.46 ms [2022-04-02 11:10:22 main:574] : INFO : Epoch 1734 | loss: 0.0312127 | val_loss: 0.0312104 | Time: 10593.2 ms [2022-04-02 11:10:32 main:574] : INFO : Epoch 1735 | loss: 0.0312124 | val_loss: 0.0312096 | Time: 9306.57 ms [2022-04-02 11:10:40 main:574] : INFO : Epoch 1736 | loss: 0.031211 | val_loss: 0.0312095 | Time: 8443.07 ms [2022-04-02 11:10:51 main:574] : INFO : Epoch 1737 | loss: 0.0312117 | val_loss: 0.0312098 | Time: 7530.39 ms [2022-04-02 11:11:03 main:574] : INFO : Epoch 1738 | loss: 0.0312111 | val_loss: 0.0312109 | Time: 10277.1 ms [2022-04-02 11:11:15 main:574] : INFO : Epoch 1739 | loss: 0.0312112 | val_loss: 0.0312101 | Time: 9283.74 ms [2022-04-02 11:11:25 main:574] : INFO : Epoch 1740 | loss: 0.0312109 | val_loss: 0.0312097 | Time: 8306.65 ms [2022-04-02 11:11:37 main:574] : INFO : Epoch 1741 | loss: 0.0312111 | val_loss: 0.0312116 | Time: 10326.9 ms [2022-04-02 11:11:48 main:574] : INFO : Epoch 1742 | loss: 0.0312106 | val_loss: 0.0312096 | Time: 7789.57 ms [2022-04-02 11:12:01 main:574] : INFO : Epoch 1743 | loss: 0.0312101 | val_loss: 0.0312121 | Time: 11313.4 ms [2022-04-02 11:12:13 main:574] : INFO : Epoch 1744 | loss: 0.0312128 | val_loss: 0.0312102 | Time: 10850.1 ms [2022-04-02 11:12:26 main:574] : INFO : Epoch 1745 | loss: 0.0312128 | val_loss: 0.0312097 | Time: 11243.7 ms [2022-04-02 11:12:37 main:574] : INFO : Epoch 1746 | loss: 0.031211 | val_loss: 0.0312092 | Time: 9599.68 ms [2022-04-02 11:12:48 main:574] : INFO : Epoch 1747 | loss: 0.0312113 | val_loss: 0.0312118 | Time: 10935.5 ms [2022-04-02 11:13:02 main:574] : INFO : Epoch 1748 | loss: 0.0312117 | val_loss: 0.0312098 | Time: 10740.4 ms [2022-04-02 11:13:09 main:574] : INFO : Epoch 1749 | loss: 0.0312125 | val_loss: 0.0312191 | Time: 6102.43 ms [2022-04-02 11:13:23 main:574] : INFO : Epoch 1750 | loss: 0.0312136 | val_loss: 0.0312112 | Time: 10869.3 ms [2022-04-02 11:13:35 main:574] : INFO : Epoch 1751 | loss: 0.0312125 | val_loss: 0.0312185 | Time: 8631.74 ms [2022-04-02 11:13:45 main:574] : INFO : Epoch 1752 | loss: 0.0312143 | val_loss: 0.031213 | Time: 9144.04 ms [2022-04-02 11:13:55 main:574] : INFO : Epoch 1753 | loss: 0.0312116 | val_loss: 0.0312115 | Time: 10198 ms [2022-04-02 11:14:07 main:574] : INFO : Epoch 1754 | loss: 0.0312126 | val_loss: 0.0312097 | Time: 10505.2 ms [2022-04-02 11:14:21 main:574] : INFO : Epoch 1755 | loss: 0.0312104 | val_loss: 0.0312092 | Time: 13623.9 ms [2022-04-02 11:14:29 main:574] : INFO : Epoch 1756 | loss: 0.0312102 | val_loss: 0.0312098 | Time: 8054.25 ms [2022-04-02 11:14:41 main:574] : INFO : Epoch 1757 | loss: 0.0312132 | val_loss: 0.0312133 | Time: 5962.58 ms [2022-04-02 11:14:55 main:574] : INFO : Epoch 1758 | loss: 0.0312114 | val_loss: 0.0312112 | Time: 13074.5 ms [2022-04-02 11:15:09 main:574] : INFO : Epoch 1759 | loss: 0.0312105 | val_loss: 0.0312096 | Time: 12475.2 ms [2022-04-02 11:15:23 main:574] : INFO : Epoch 1760 | loss: 0.0312101 | val_loss: 0.0312101 | Time: 11022.3 ms [2022-04-02 11:15:33 main:574] : INFO : Epoch 1761 | loss: 0.0312094 | val_loss: 0.031209 | Time: 9746.28 ms [2022-04-02 11:15:45 main:574] : INFO : Epoch 1762 | loss: 0.031211 | val_loss: 0.0312186 | Time: 11518.4 ms [2022-04-02 11:15:57 main:574] : INFO : Epoch 1763 | loss: 0.0312116 | val_loss: 0.0312108 | Time: 10416.8 ms [2022-04-02 11:16:09 main:574] : INFO : Epoch 1764 | loss: 0.0312094 | val_loss: 0.0312089 | Time: 10674.9 ms [2022-04-02 11:16:25 main:574] : INFO : Epoch 1765 | loss: 0.0312097 | val_loss: 0.0312097 | Time: 14180.9 ms [2022-04-02 11:16:37 main:574] : INFO : Epoch 1766 | loss: 0.0312097 | val_loss: 0.031209 | Time: 8241.6 ms [2022-04-02 11:16:52 main:574] : INFO : Epoch 1767 | loss: 0.0312095 | val_loss: 0.0312089 | Time: 15129.6 ms [2022-04-02 11:17:01 main:574] : INFO : Epoch 1768 | loss: 0.0312113 | val_loss: 0.0312133 | Time: 7648.95 ms [2022-04-02 11:17:12 main:574] : INFO : Epoch 1769 | loss: 0.0312108 | val_loss: 0.0312111 | Time: 7558.33 ms [2022-04-02 11:17:26 main:574] : INFO : Epoch 1770 | loss: 0.0312104 | val_loss: 0.0312116 | Time: 9046.07 ms [2022-04-02 11:17:38 main:574] : INFO : Epoch 1771 | loss: 0.0312109 | val_loss: 0.0312133 | Time: 9134.84 ms [2022-04-02 11:17:51 main:574] : INFO : Epoch 1772 | loss: 0.0312114 | val_loss: 0.0312095 | Time: 10038.9 ms [2022-04-02 11:18:02 main:574] : INFO : Epoch 1773 | loss: 0.0312094 | val_loss: 0.0312095 | Time: 8712.41 ms [2022-04-02 11:18:14 main:574] : INFO : Epoch 1774 | loss: 0.0312089 | val_loss: 0.0312101 | Time: 11829.4 ms [2022-04-02 11:18:29 main:574] : INFO : Epoch 1775 | loss: 0.0312098 | val_loss: 0.0312118 | Time: 12357 ms [2022-04-02 11:18:46 main:574] : INFO : Epoch 1776 | loss: 0.0312115 | val_loss: 0.0312113 | Time: 15855.6 ms [2022-04-02 11:18:59 main:574] : INFO : Epoch 1777 | loss: 0.031213 | val_loss: 0.0312115 | Time: 10191.9 ms [2022-04-02 11:19:11 main:574] : INFO : Epoch 1778 | loss: 0.0312108 | val_loss: 0.031214 | Time: 11070.8 ms [2022-04-02 11:19:25 main:574] : INFO : Epoch 1779 | loss: 0.0312101 | val_loss: 0.0312095 | Time: 11816.4 ms [2022-04-02 11:19:38 main:574] : INFO : Epoch 1780 | loss: 0.0312087 | val_loss: 0.0312091 | Time: 11205.7 ms [2022-04-02 11:19:48 main:574] : INFO : Epoch 1781 | loss: 0.0312101 | val_loss: 0.0312118 | Time: 8661.13 ms [2022-04-02 11:20:04 main:574] : INFO : Epoch 1782 | loss: 0.03121 | val_loss: 0.0312092 | Time: 14418.8 ms [2022-04-02 11:20:19 main:574] : INFO : Epoch 1783 | loss: 0.0312129 | val_loss: 0.0312182 | Time: 13016.7 ms [2022-04-02 11:20:32 main:574] : INFO : Epoch 1784 | loss: 0.0312135 | val_loss: 0.0312086 | Time: 11781.7 ms [2022-04-02 11:20:46 main:574] : INFO : Epoch 1785 | loss: 0.0312107 | val_loss: 0.0312133 | Time: 10475.3 ms [2022-04-02 11:21:00 main:574] : INFO : Epoch 1786 | loss: 0.0312109 | val_loss: 0.0312106 | Time: 11350.1 ms [2022-04-02 11:21:17 main:574] : INFO : Epoch 1787 | loss: 0.03121 | val_loss: 0.0312124 | Time: 14985 ms [2022-04-02 11:21:27 main:574] : INFO : Epoch 1788 | loss: 0.0312101 | val_loss: 0.0312094 | Time: 8843.44 ms [2022-04-02 11:21:40 main:574] : INFO : Epoch 1789 | loss: 0.0312098 | val_loss: 0.0312107 | Time: 10167.4 ms [2022-04-02 11:21:50 main:574] : INFO : Epoch 1790 | loss: 0.03121 | val_loss: 0.031209 | Time: 8608.05 ms [2022-04-02 11:22:02 main:574] : INFO : Epoch 1791 | loss: 0.0312087 | val_loss: 0.0312094 | Time: 8362.84 ms [2022-04-02 11:22:16 main:574] : INFO : Epoch 1792 | loss: 0.031209 | val_loss: 0.0312094 | Time: 11260.2 ms [2022-04-02 11:22:29 main:574] : INFO : Epoch 1793 | loss: 0.0312099 | val_loss: 0.0312109 | Time: 11128.9 ms [2022-04-02 11:22:38 main:574] : INFO : Epoch 1794 | loss: 0.0312101 | val_loss: 0.0312088 | Time: 8339.64 ms [2022-04-02 11:22:55 main:574] : INFO : Epoch 1795 | loss: 0.0312097 | val_loss: 0.0312085 | Time: 14736.1 ms [2022-04-02 11:23:07 main:574] : INFO : Epoch 1796 | loss: 0.0312112 | val_loss: 0.0312134 | Time: 10958.4 ms [2022-04-02 11:23:19 main:574] : INFO : Epoch 1797 | loss: 0.0312101 | val_loss: 0.0312103 | Time: 10749 ms [2022-04-02 11:23:38 main:574] : INFO : Epoch 1798 | loss: 0.0312112 | val_loss: 0.0312138 | Time: 16415.6 ms [2022-04-02 11:23:51 main:574] : INFO : Epoch 1799 | loss: 0.0312104 | val_loss: 0.0312084 | Time: 12053.2 ms [2022-04-02 11:24:00 main:574] : INFO : Epoch 1800 | loss: 0.0312086 | val_loss: 0.0312087 | Time: 7084.19 ms [2022-04-02 11:24:18 main:574] : INFO : Epoch 1801 | loss: 0.031209 | val_loss: 0.0312097 | Time: 15082.5 ms [2022-04-02 11:24:29 main:574] : INFO : Epoch 1802 | loss: 0.0312093 | val_loss: 0.0312126 | Time: 10321.1 ms [2022-04-02 11:24:43 main:574] : INFO : Epoch 1803 | loss: 0.0312097 | val_loss: 0.0312087 | Time: 11745.9 ms [2022-04-02 11:25:02 main:574] : INFO : Epoch 1804 | loss: 0.0312099 | val_loss: 0.0312151 | Time: 13720.2 ms [2022-04-02 11:25:13 main:574] : INFO : Epoch 1805 | loss: 0.0312102 | val_loss: 0.0312083 | Time: 9465.23 ms [2022-04-02 11:25:29 main:574] : INFO : Epoch 1806 | loss: 0.0312081 | val_loss: 0.0312101 | Time: 12355.4 ms [2022-04-02 11:25:44 main:574] : INFO : Epoch 1807 | loss: 0.0312098 | val_loss: 0.0312152 | Time: 9242.52 ms [2022-04-02 11:25:58 main:574] : INFO : Epoch 1808 | loss: 0.0312095 | val_loss: 0.0312123 | Time: 11475.2 ms [2022-04-02 11:26:13 main:574] : INFO : Epoch 1809 | loss: 0.031209 | val_loss: 0.0312088 | Time: 12484.4 ms [2022-04-02 11:26:34 main:574] : INFO : Epoch 1810 | loss: 0.0312094 | val_loss: 0.0312086 | Time: 17189.9 ms [2022-04-02 11:26:43 main:574] : INFO : Epoch 1811 | loss: 0.0312093 | val_loss: 0.0312088 | Time: 8392.2 ms [2022-04-02 11:26:58 main:574] : INFO : Epoch 1812 | loss: 0.0312098 | val_loss: 0.0312144 | Time: 13126.3 ms [2022-04-02 11:27:14 main:574] : INFO : Epoch 1813 | loss: 0.0312124 | val_loss: 0.031212 | Time: 14570.7 ms [2022-04-02 11:27:29 main:574] : INFO : Epoch 1814 | loss: 0.031211 | val_loss: 0.0312083 | Time: 11510.8 ms [2022-04-02 11:27:41 main:574] : INFO : Epoch 1815 | loss: 0.031209 | val_loss: 0.0312131 | Time: 11318.9 ms [2022-04-02 11:27:59 main:574] : INFO : Epoch 1816 | loss: 0.0312096 | val_loss: 0.0312085 | Time: 13890.1 ms [2022-04-02 11:28:09 main:574] : INFO : Epoch 1817 | loss: 0.0312095 | val_loss: 0.0312127 | Time: 9324.55 ms [2022-04-02 11:28:24 main:574] : INFO : Epoch 1818 | loss: 0.0312099 | val_loss: 0.0312098 | Time: 12012.9 ms [2022-04-02 11:28:36 main:574] : INFO : Epoch 1819 | loss: 0.0312099 | val_loss: 0.031213 | Time: 10650 ms [2022-04-02 11:28:52 main:574] : INFO : Epoch 1820 | loss: 0.0312115 | val_loss: 0.031208 | Time: 14136.5 ms [2022-04-02 11:29:01 main:574] : INFO : Epoch 1821 | loss: 0.0312089 | val_loss: 0.0312084 | Time: 8905.78 ms [2022-04-02 11:29:17 main:574] : INFO : Epoch 1822 | loss: 0.031209 | val_loss: 0.0312105 | Time: 15215.1 ms [2022-04-02 11:29:34 main:574] : INFO : Epoch 1823 | loss: 0.0312089 | val_loss: 0.0312104 | Time: 10475.6 ms [2022-04-02 11:29:45 main:574] : INFO : Epoch 1824 | loss: 0.0312098 | val_loss: 0.031219 | Time: 8817.99 ms [2022-04-02 11:29:55 main:574] : INFO : Epoch 1825 | loss: 0.0312102 | val_loss: 0.0312095 | Time: 8677.03 ms [2022-04-02 11:30:09 main:574] : INFO : Epoch 1826 | loss: 0.031208 | val_loss: 0.031208 | Time: 12628 ms [2022-04-02 11:30:18 main:574] : INFO : Epoch 1827 | loss: 0.0312084 | val_loss: 0.0312089 | Time: 7919.05 ms [2022-04-02 11:30:27 main:574] : INFO : Epoch 1828 | loss: 0.0312107 | val_loss: 0.0312102 | Time: 7403.46 ms [2022-04-02 11:30:44 main:574] : INFO : Epoch 1829 | loss: 0.0312078 | val_loss: 0.031208 | Time: 16770.8 ms [2022-04-02 11:30:56 main:574] : INFO : Epoch 1830 | loss: 0.0312082 | val_loss: 0.0312109 | Time: 9275.05 ms [2022-04-02 11:31:08 main:574] : INFO : Epoch 1831 | loss: 0.0312081 | val_loss: 0.0312128 | Time: 11675.3 ms [2022-04-02 11:31:19 main:574] : INFO : Epoch 1832 | loss: 0.0312117 | val_loss: 0.0312163 | Time: 9481.42 ms [2022-04-02 11:31:30 main:574] : INFO : Epoch 1833 | loss: 0.0312132 | val_loss: 0.0312209 | Time: 9530.14 ms [2022-04-02 11:31:41 main:574] : INFO : Epoch 1834 | loss: 0.0312117 | val_loss: 0.031209 | Time: 8126.67 ms [2022-04-02 11:31:48 main:574] : INFO : Epoch 1835 | loss: 0.0312078 | val_loss: 0.0312073 | Time: 6223.09 ms [2022-04-02 11:31:58 main:574] : INFO : Epoch 1836 | loss: 0.0312077 | val_loss: 0.0312084 | Time: 8935.87 ms [2022-04-02 11:32:07 main:574] : INFO : Epoch 1837 | loss: 0.0312074 | val_loss: 0.0312081 | Time: 7017.13 ms [2022-04-02 11:32:16 main:574] : INFO : Epoch 1838 | loss: 0.0312075 | val_loss: 0.0312091 | Time: 6862.59 ms [2022-04-02 11:32:27 main:574] : INFO : Epoch 1839 | loss: 0.0312084 | val_loss: 0.0312086 | Time: 8925.96 ms [2022-04-02 11:32:36 main:574] : INFO : Epoch 1840 | loss: 0.031207 | val_loss: 0.0312078 | Time: 7677.1 ms [2022-04-02 11:32:45 main:574] : INFO : Epoch 1841 | loss: 0.0312078 | val_loss: 0.0312089 | Time: 7604.11 ms [2022-04-02 11:33:00 main:574] : INFO : Epoch 1842 | loss: 0.0312078 | val_loss: 0.031208 | Time: 11933 ms [2022-04-02 11:33:12 main:574] : INFO : Epoch 1843 | loss: 0.0312072 | val_loss: 0.0312114 | Time: 10632.7 ms [2022-04-02 11:33:24 main:574] : INFO : Epoch 1844 | loss: 0.0312083 | val_loss: 0.0312122 | Time: 11388.5 ms [2022-04-02 11:33:34 main:574] : INFO : Epoch 1845 | loss: 0.0312075 | val_loss: 0.0312086 | Time: 9208.94 ms [2022-04-02 11:33:47 main:574] : INFO : Epoch 1846 | loss: 0.0312074 | val_loss: 0.0312077 | Time: 11539.1 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1070) [2022-04-02 15:10:24 main:435] : INFO : Set logging level to 1 [2022-04-02 15:10:24 main:441] : INFO : Running in BOINC Client mode [2022-04-02 15:10:24 main:444] : INFO : Resolving all filenames [2022-04-02 15:10:24 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-02 15:10:24 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-02 15:10:24 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-02 15:10:24 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-02 15:10:24 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-02 15:10:24 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-02 15:10:24 main:474] : INFO : Configuration: [2022-04-02 15:10:24 main:475] : INFO : Model type: GRU [2022-04-02 15:10:24 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-02 15:10:24 main:477] : INFO : Max Epochs: 2048 [2022-04-02 15:10:24 main:478] : INFO : Batch Size: 128 [2022-04-02 15:10:24 main:479] : INFO : Learning Rate: 0.01 [2022-04-02 15:10:24 main:480] : INFO : Patience: 10 [2022-04-02 15:10:24 main:481] : INFO : Hidden Width: 12 [2022-04-02 15:10:24 main:482] : INFO : # Recurrent Layers: 4 [2022-04-02 15:10:24 main:483] : INFO : # Backend Layers: 4 [2022-04-02 15:10:24 main:484] : INFO : # Threads: 1 [2022-04-02 15:10:24 main:486] : INFO : Preparing Dataset [2022-04-02 15:10:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-02 15:10:24 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-02 15:10:41 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-02 15:10:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-02 15:10:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-02 15:10:42 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-02 15:10:42 main:494] : INFO : Creating Model [2022-04-02 15:10:42 main:507] : INFO : Preparing config file [2022-04-02 15:10:42 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-02 15:10:42 main:512] : INFO : Loading config [2022-04-02 15:10:42 main:514] : INFO : Loading state [2022-04-02 15:11:01 main:559] : INFO : Loading DataLoader into Memory [2022-04-02 15:11:01 main:562] : INFO : Starting Training [2022-04-02 15:11:05 main:574] : INFO : Epoch 1847 | loss: 0.0313973 | val_loss: 0.0312607 | Time: 4491.36 ms [2022-04-02 15:11:08 main:574] : INFO : Epoch 1848 | loss: 0.0312518 | val_loss: 0.0312393 | Time: 2850.2 ms [2022-04-02 15:11:11 main:574] : INFO : Epoch 1849 | loss: 0.0312275 | val_loss: 0.0312181 | Time: 2596.04 ms [2022-04-02 15:11:14 main:574] : INFO : Epoch 1850 | loss: 0.0312172 | val_loss: 0.0312285 | Time: 2888.67 ms [2022-04-02 15:11:16 main:574] : INFO : Epoch 1851 | loss: 0.0312163 | val_loss: 0.0312211 | Time: 2802.76 ms [2022-04-02 15:11:19 main:574] : INFO : Epoch 1852 | loss: 0.0312122 | val_loss: 0.0312108 | Time: 2714.07 ms [2022-04-02 15:11:22 main:574] : INFO : Epoch 1853 | loss: 0.0312082 | val_loss: 0.0312113 | Time: 2499.92 ms [2022-04-02 15:11:24 main:574] : INFO : Epoch 1854 | loss: 0.0312085 | val_loss: 0.0312107 | Time: 2710.28 ms [2022-04-02 15:11:27 main:574] : INFO : Epoch 1855 | loss: 0.0312079 | val_loss: 0.0312074 | Time: 2678.16 ms [2022-04-02 15:11:30 main:574] : INFO : Epoch 1856 | loss: 0.0312061 | val_loss: 0.0312063 | Time: 2715.03 ms [2022-04-02 15:11:32 main:574] : INFO : Epoch 1857 | loss: 0.0312059 | val_loss: 0.0312078 | Time: 2390.84 ms [2022-04-02 15:11:35 main:574] : INFO : Epoch 1858 | loss: 0.0312069 | val_loss: 0.0312057 | Time: 2775.68 ms [2022-04-02 15:11:38 main:574] : INFO : Epoch 1859 | loss: 0.0312066 | val_loss: 0.0312047 | Time: 2662.25 ms [2022-04-02 15:11:41 main:574] : INFO : Epoch 1860 | loss: 0.0312061 | val_loss: 0.0312111 | Time: 2749.97 ms [2022-04-02 15:11:43 main:574] : INFO : Epoch 1861 | loss: 0.0312078 | val_loss: 0.0312078 | Time: 2925.28 ms [2022-04-02 15:11:47 main:574] : INFO : Epoch 1862 | loss: 0.0312079 | val_loss: 0.0312037 | Time: 3073.39 ms [2022-04-02 15:11:50 main:574] : INFO : Epoch 1863 | loss: 0.0312044 | val_loss: 0.0312036 | Time: 2924.44 ms [2022-04-02 15:11:52 main:574] : INFO : Epoch 1864 | loss: 0.0312039 | val_loss: 0.0312041 | Time: 2526.39 ms [2022-04-02 15:11:55 main:574] : INFO : Epoch 1865 | loss: 0.0312028 | val_loss: 0.0312032 | Time: 2670.56 ms [2022-04-02 15:11:58 main:574] : INFO : Epoch 1866 | loss: 0.0312029 | val_loss: 0.0312037 | Time: 2842.71 ms [2022-04-02 15:12:00 main:574] : INFO : Epoch 1867 | loss: 0.031204 | val_loss: 0.0312064 | Time: 2658.13 ms [2022-04-02 15:12:03 main:574] : INFO : Epoch 1868 | loss: 0.031207 | val_loss: 0.0312086 | Time: 2784.72 ms [2022-04-02 15:12:06 main:574] : INFO : Epoch 1869 | loss: 0.0312083 | val_loss: 0.0312119 | Time: 2829.69 ms [2022-04-02 15:12:09 main:574] : INFO : Epoch 1870 | loss: 0.0312097 | val_loss: 0.0312098 | Time: 2603.16 ms [2022-04-02 15:12:12 main:574] : INFO : Epoch 1871 | loss: 0.0312106 | val_loss: 0.0312108 | Time: 2877.05 ms [2022-04-02 15:12:14 main:574] : INFO : Epoch 1872 | loss: 0.0312091 | val_loss: 0.0312098 | Time: 2469.8 ms [2022-04-02 15:12:17 main:574] : INFO : Epoch 1873 | loss: 0.031209 | val_loss: 0.0312084 | Time: 2719.79 ms [2022-04-02 15:12:19 main:574] : INFO : Epoch 1874 | loss: 0.0312079 | val_loss: 0.0312101 | Time: 2605.25 ms [2022-04-02 15:12:22 main:574] : INFO : Epoch 1875 | loss: 0.0312081 | val_loss: 0.0312104 | Time: 2667.72 ms [2022-04-02 15:12:25 main:574] : INFO : Epoch 1876 | loss: 0.0312075 | val_loss: 0.0312087 | Time: 2754.06 ms [2022-04-02 15:12:28 main:574] : INFO : Epoch 1877 | loss: 0.0312097 | val_loss: 0.0312076 | Time: 2654.08 ms [2022-04-02 15:12:31 main:574] : INFO : Epoch 1878 | loss: 0.031208 | val_loss: 0.0312064 | Time: 3135.45 ms [2022-04-02 15:12:34 main:574] : INFO : Epoch 1879 | loss: 0.0312056 | val_loss: 0.0312065 | Time: 2889.85 ms [2022-04-02 15:12:37 main:574] : INFO : Epoch 1880 | loss: 0.0312052 | val_loss: 0.0312057 | Time: 2772.47 ms [2022-04-02 15:12:39 main:574] : INFO : Epoch 1881 | loss: 0.0312057 | val_loss: 0.0312073 | Time: 2839.52 ms [2022-04-02 15:12:42 main:574] : INFO : Epoch 1882 | loss: 0.0312058 | val_loss: 0.0312061 | Time: 2880.99 ms [2022-04-02 15:12:45 main:574] : INFO : Epoch 1883 | loss: 0.0312051 | val_loss: 0.0312081 | Time: 2750.82 ms [2022-04-02 15:12:48 main:574] : INFO : Epoch 1884 | loss: 0.0312036 | val_loss: 0.0312062 | Time: 2566.17 ms [2022-04-02 15:12:51 main:574] : INFO : Epoch 1885 | loss: 0.0312038 | val_loss: 0.0312049 | Time: 2850.02 ms [2022-04-02 15:12:53 main:574] : INFO : Epoch 1886 | loss: 0.0312057 | val_loss: 0.0312095 | Time: 2704.98 ms [2022-04-02 15:12:56 main:574] : INFO : Epoch 1887 | loss: 0.0312058 | val_loss: 0.0312053 | Time: 2698.4 ms [2022-04-02 15:12:59 main:574] : INFO : Epoch 1888 | loss: 0.0312045 | val_loss: 0.031205 | Time: 2689.65 ms [2022-04-02 15:13:02 main:574] : INFO : Epoch 1889 | loss: 0.0312043 | val_loss: 0.0312116 | Time: 2785.35 ms [2022-04-02 15:13:04 main:574] : INFO : Epoch 1890 | loss: 0.0312053 | val_loss: 0.0312094 | Time: 2542.82 ms [2022-04-02 15:13:07 main:574] : INFO : Epoch 1891 | loss: 0.0312033 | val_loss: 0.0312028 | Time: 2616.65 ms [2022-04-02 15:13:10 main:574] : INFO : Epoch 1892 | loss: 0.0312038 | val_loss: 0.0312034 | Time: 2749.75 ms [2022-04-02 15:13:12 main:574] : INFO : Epoch 1893 | loss: 0.0312022 | val_loss: 0.0312057 | Time: 2647.13 ms [2022-04-02 15:13:15 main:574] : INFO : Epoch 1894 | loss: 0.0312017 | val_loss: 0.0312028 | Time: 2757.99 ms [2022-04-02 15:13:18 main:574] : INFO : Epoch 1895 | loss: 0.0312007 | val_loss: 0.0312022 | Time: 2903.13 ms [2022-04-02 15:13:21 main:574] : INFO : Epoch 1896 | loss: 0.031201 | val_loss: 0.0312031 | Time: 2800.77 ms [2022-04-02 15:13:24 main:574] : INFO : Epoch 1897 | loss: 0.0312003 | val_loss: 0.0312046 | Time: 3132.95 ms [2022-04-02 15:13:27 main:574] : INFO : Epoch 1898 | loss: 0.031205 | val_loss: 0.0312083 | Time: 2632.21 ms [2022-04-02 15:13:30 main:574] : INFO : Epoch 1899 | loss: 0.0312046 | val_loss: 0.0312064 | Time: 2921.17 ms [2022-04-02 15:13:32 main:574] : INFO : Epoch 1900 | loss: 0.0312036 | val_loss: 0.0312044 | Time: 2700.73 ms [2022-04-02 15:13:35 main:574] : INFO : Epoch 1901 | loss: 0.0312053 | val_loss: 0.0312072 | Time: 2656.06 ms [2022-04-02 15:13:38 main:574] : INFO : Epoch 1902 | loss: 0.0312057 | val_loss: 0.0312071 | Time: 2650.43 ms [2022-04-02 15:13:42 main:574] : INFO : Epoch 1903 | loss: 0.031207 | val_loss: 0.0312111 | Time: 3880.88 ms [2022-04-02 15:13:45 main:574] : INFO : Epoch 1904 | loss: 0.0312124 | val_loss: 0.0312127 | Time: 2867.45 ms [2022-04-02 15:13:48 main:574] : INFO : Epoch 1905 | loss: 0.031206 | val_loss: 0.0312055 | Time: 2974.18 ms [2022-04-02 15:13:51 main:574] : INFO : Epoch 1906 | loss: 0.0312077 | val_loss: 0.0312183 | Time: 3064.3 ms [2022-04-02 15:13:53 main:574] : INFO : Epoch 1907 | loss: 0.0312243 | val_loss: 0.031233 | Time: 2549.91 ms [2022-04-02 15:13:56 main:574] : INFO : Epoch 1908 | loss: 0.0312314 | val_loss: 0.0312325 | Time: 2599.84 ms [2022-04-02 15:13:59 main:574] : INFO : Epoch 1909 | loss: 0.0312334 | val_loss: 0.0312345 | Time: 2968.63 ms [2022-04-02 15:14:02 main:574] : INFO : Epoch 1910 | loss: 0.0312323 | val_loss: 0.0312313 | Time: 2807.47 ms [2022-04-02 15:14:04 main:574] : INFO : Epoch 1911 | loss: 0.031233 | val_loss: 0.0312319 | Time: 2822.05 ms [2022-04-02 15:14:07 main:574] : INFO : Epoch 1912 | loss: 0.0312326 | val_loss: 0.031231 | Time: 2805.72 ms [2022-04-02 15:14:10 main:574] : INFO : Epoch 1913 | loss: 0.0312316 | val_loss: 0.0312319 | Time: 2524.37 ms [2022-04-02 15:14:13 main:574] : INFO : Epoch 1914 | loss: 0.0312317 | val_loss: 0.0312302 | Time: 2852.58 ms [2022-04-02 15:14:16 main:574] : INFO : Epoch 1915 | loss: 0.0312318 | val_loss: 0.0312344 | Time: 3265.35 ms [2022-04-02 15:14:19 main:574] : INFO : Epoch 1916 | loss: 0.0312313 | val_loss: 0.03123 | Time: 2770.61 ms [2022-04-02 15:14:21 main:574] : INFO : Epoch 1917 | loss: 0.0312304 | val_loss: 0.0312292 | Time: 2644 ms [2022-04-02 15:14:24 main:574] : INFO : Epoch 1918 | loss: 0.0312312 | val_loss: 0.0312329 | Time: 2559.66 ms [2022-04-02 15:14:27 main:574] : INFO : Epoch 1919 | loss: 0.0312316 | val_loss: 0.0312334 | Time: 2921.55 ms [2022-04-02 15:14:30 main:574] : INFO : Epoch 1920 | loss: 0.0312313 | val_loss: 0.0312291 | Time: 2562.66 ms [2022-04-02 15:14:33 main:574] : INFO : Epoch 1921 | loss: 0.0312309 | val_loss: 0.0312295 | Time: 2981.34 ms [2022-04-02 15:14:35 main:574] : INFO : Epoch 1922 | loss: 0.0312305 | val_loss: 0.031233 | Time: 2256.4 ms [2022-04-02 15:14:38 main:574] : INFO : Epoch 1923 | loss: 0.0312313 | val_loss: 0.0312286 | Time: 2899.82 ms [2022-04-02 15:14:41 main:574] : INFO : Epoch 1924 | loss: 0.0312295 | val_loss: 0.0312283 | Time: 2674.94 ms [2022-04-02 15:14:43 main:574] : INFO : Epoch 1925 | loss: 0.0312301 | val_loss: 0.0312308 | Time: 2862.27 ms [2022-04-02 15:14:46 main:574] : INFO : Epoch 1926 | loss: 0.0312326 | val_loss: 0.0312287 | Time: 2622.44 ms [2022-04-02 15:14:49 main:574] : INFO : Epoch 1927 | loss: 0.0312309 | val_loss: 0.0312283 | Time: 2976.89 ms [2022-04-02 15:14:52 main:574] : INFO : Epoch 1928 | loss: 0.0312305 | val_loss: 0.0312274 | Time: 2701.43 ms [2022-04-02 15:14:55 main:574] : INFO : Epoch 1929 | loss: 0.0312309 | val_loss: 0.0312279 | Time: 2641.59 ms [2022-04-02 15:15:04 main:574] : INFO : Epoch 1930 | loss: 0.0312301 | val_loss: 0.0312327 | Time: 9134.51 ms [2022-04-02 15:15:21 main:574] : INFO : Epoch 1931 | loss: 0.0312356 | val_loss: 0.0312339 | Time: 16943.2 ms [2022-04-02 15:15:30 main:574] : INFO : Epoch 1932 | loss: 0.0312331 | val_loss: 0.0312327 | Time: 7333.53 ms [2022-04-02 15:15:34 main:574] : INFO : Epoch 1933 | loss: 0.0312296 | val_loss: 0.031228 | Time: 4819.14 ms [2022-04-02 15:15:41 main:574] : INFO : Epoch 1934 | loss: 0.0312294 | val_loss: 0.0312289 | Time: 6531.84 ms [2022-04-02 15:15:44 main:574] : INFO : Epoch 1935 | loss: 0.0312287 | val_loss: 0.0312281 | Time: 3411.13 ms [2022-04-02 15:15:48 main:574] : INFO : Epoch 1936 | loss: 0.0312281 | val_loss: 0.0312259 | Time: 3418.69 ms [2022-04-02 15:15:52 main:574] : INFO : Epoch 1937 | loss: 0.0312311 | val_loss: 0.0312338 | Time: 3609.29 ms [2022-04-02 15:15:54 main:574] : INFO : Epoch 1938 | loss: 0.0312288 | val_loss: 0.0312287 | Time: 2768.06 ms [2022-04-02 15:15:57 main:574] : INFO : Epoch 1939 | loss: 0.0312316 | val_loss: 0.0312282 | Time: 2753.73 ms [2022-04-02 15:16:01 main:574] : INFO : Epoch 1940 | loss: 0.0312304 | val_loss: 0.0312287 | Time: 3204.03 ms [2022-04-02 15:16:03 main:574] : INFO : Epoch 1941 | loss: 0.0312286 | val_loss: 0.0312281 | Time: 2825.96 ms [2022-04-02 15:16:06 main:574] : INFO : Epoch 1942 | loss: 0.0312332 | val_loss: 0.0312327 | Time: 2629.46 ms [2022-04-02 15:16:09 main:574] : INFO : Epoch 1943 | loss: 0.0312305 | val_loss: 0.0312283 | Time: 2833.59 ms [2022-04-02 15:16:12 main:574] : INFO : Epoch 1944 | loss: 0.031229 | val_loss: 0.0312268 | Time: 2955.05 ms [2022-04-02 15:16:15 main:574] : INFO : Epoch 1945 | loss: 0.031228 | val_loss: 0.0312258 | Time: 2831.57 ms [2022-04-02 15:16:18 main:574] : INFO : Epoch 1946 | loss: 0.0312291 | val_loss: 0.0312262 | Time: 2552.58 ms [2022-04-02 15:16:20 main:574] : INFO : Epoch 1947 | loss: 0.0312275 | val_loss: 0.0312281 | Time: 2672.41 ms [2022-04-02 15:16:23 main:574] : INFO : Epoch 1948 | loss: 0.0312279 | val_loss: 0.0312259 | Time: 2671 ms [2022-04-02 15:16:26 main:574] : INFO : Epoch 1949 | loss: 0.0312273 | val_loss: 0.0312281 | Time: 2590.16 ms [2022-04-02 15:16:29 main:574] : INFO : Epoch 1950 | loss: 0.0312303 | val_loss: 0.0312264 | Time: 3051.42 ms [2022-04-02 15:16:32 main:574] : INFO : Epoch 1951 | loss: 0.0312324 | val_loss: 0.0312276 | Time: 2586.23 ms [2022-04-02 15:16:35 main:574] : INFO : Epoch 1952 | loss: 0.0312287 | val_loss: 0.0312268 | Time: 3011.61 ms [2022-04-02 15:16:38 main:574] : INFO : Epoch 1953 | loss: 0.0312276 | val_loss: 0.0312285 | Time: 2849.09 ms [2022-04-02 15:16:41 main:574] : INFO : Epoch 1954 | loss: 0.0312295 | val_loss: 0.0312311 | Time: 3111.59 ms [2022-04-02 15:16:46 main:574] : INFO : Epoch 1955 | loss: 0.0312282 | val_loss: 0.0312271 | Time: 4207.04 ms [2022-04-02 15:16:48 main:574] : INFO : Epoch 1956 | loss: 0.0312278 | val_loss: 0.0312261 | Time: 2782.29 ms [2022-04-02 15:16:52 main:574] : INFO : Epoch 1957 | loss: 0.0312307 | val_loss: 0.0312423 | Time: 3290.64 ms [2022-04-02 15:16:54 main:574] : INFO : Epoch 1958 | loss: 0.0312352 | val_loss: 0.0312281 | Time: 2700.5 ms [2022-04-02 15:16:57 main:574] : INFO : Epoch 1959 | loss: 0.0312296 | val_loss: 0.0312294 | Time: 2704.15 ms [2022-04-02 15:17:00 main:574] : INFO : Epoch 1960 | loss: 0.0312284 | val_loss: 0.031227 | Time: 2804.63 ms [2022-04-02 15:17:03 main:574] : INFO : Epoch 1961 | loss: 0.0312298 | val_loss: 0.0312312 | Time: 2860.35 ms [2022-04-02 15:17:06 main:574] : INFO : Epoch 1962 | loss: 0.0312276 | val_loss: 0.0312268 | Time: 2877.35 ms [2022-04-02 15:17:10 main:574] : INFO : Epoch 1963 | loss: 0.0312292 | val_loss: 0.0312294 | Time: 4368.13 ms [2022-04-02 15:17:13 main:574] : INFO : Epoch 1964 | loss: 0.0312306 | val_loss: 0.0312269 | Time: 2858.26 ms [2022-04-02 15:17:16 main:574] : INFO : Epoch 1965 | loss: 0.0312286 | val_loss: 0.0312261 | Time: 2597.64 ms [2022-04-02 15:17:19 main:574] : INFO : Epoch 1966 | loss: 0.0312276 | val_loss: 0.0312327 | Time: 2509.45 ms [2022-04-02 15:17:21 main:574] : INFO : Epoch 1967 | loss: 0.0312285 | val_loss: 0.0312272 | Time: 2761.77 ms [2022-04-02 15:17:24 main:574] : INFO : Epoch 1968 | loss: 0.0312297 | val_loss: 0.031229 | Time: 2730.74 ms [2022-04-02 15:17:27 main:574] : INFO : Epoch 1969 | loss: 0.0312287 | val_loss: 0.0312273 | Time: 2822.16 ms [2022-04-02 15:17:30 main:574] : INFO : Epoch 1970 | loss: 0.0312283 | val_loss: 0.0312276 | Time: 2850.48 ms [2022-04-02 15:17:33 main:574] : INFO : Epoch 1971 | loss: 0.0312282 | val_loss: 0.0312277 | Time: 2670.29 ms [2022-04-02 15:17:35 main:574] : INFO : Epoch 1972 | loss: 0.0312283 | val_loss: 0.0312259 | Time: 2518.03 ms [2022-04-02 15:17:38 main:574] : INFO : Epoch 1973 | loss: 0.0312269 | val_loss: 0.0312307 | Time: 2593.26 ms [2022-04-02 15:17:41 main:574] : INFO : Epoch 1974 | loss: 0.0312285 | val_loss: 0.0312291 | Time: 2904.12 ms [2022-04-02 15:17:44 main:574] : INFO : Epoch 1975 | loss: 0.0312282 | val_loss: 0.031227 | Time: 2814.39 ms [2022-04-02 15:17:49 main:574] : INFO : Epoch 1976 | loss: 0.0312275 | val_loss: 0.0312262 | Time: 5159.49 ms [2022-04-02 15:17:52 main:574] : INFO : Epoch 1977 | loss: 0.0312269 | val_loss: 0.0312261 | Time: 2788.66 ms [2022-04-02 15:17:55 main:574] : INFO : Epoch 1978 | loss: 0.0312289 | val_loss: 0.0312311 | Time: 2824.34 ms [2022-04-02 15:17:57 main:574] : INFO : Epoch 1979 | loss: 0.0312308 | val_loss: 0.031228 | Time: 2616.17 ms [2022-04-02 15:18:00 main:574] : INFO : Epoch 1980 | loss: 0.0312268 | val_loss: 0.0312257 | Time: 2770.86 ms [2022-04-02 15:18:03 main:574] : INFO : Epoch 1981 | loss: 0.0312262 | val_loss: 0.0312262 | Time: 3158.38 ms [2022-04-02 15:18:06 main:574] : INFO : Epoch 1982 | loss: 0.0312268 | val_loss: 0.0312257 | Time: 3018.89 ms [2022-04-02 15:18:10 main:574] : INFO : Epoch 1983 | loss: 0.0312285 | val_loss: 0.0312316 | Time: 3425.47 ms [2022-04-02 15:18:13 main:574] : INFO : Epoch 1984 | loss: 0.0312327 | val_loss: 0.0312291 | Time: 3294 ms [2022-04-02 15:18:16 main:574] : INFO : Epoch 1985 | loss: 0.0312282 | val_loss: 0.0312261 | Time: 2540.18 ms [2022-04-02 15:18:19 main:574] : INFO : Epoch 1986 | loss: 0.0312286 | val_loss: 0.0312333 | Time: 2893.35 ms [2022-04-02 15:18:22 main:574] : INFO : Epoch 1987 | loss: 0.03123 | val_loss: 0.0312325 | Time: 3247.02 ms [2022-04-02 15:18:25 main:574] : INFO : Epoch 1988 | loss: 0.0312311 | val_loss: 0.0312382 | Time: 2916.96 ms [2022-04-02 15:18:28 main:574] : INFO : Epoch 1989 | loss: 0.0312365 | val_loss: 0.0312328 | Time: 3201.87 ms [2022-04-02 15:18:31 main:574] : INFO : Epoch 1990 | loss: 0.0312311 | val_loss: 0.0312276 | Time: 2981.63 ms [2022-04-02 15:18:34 main:574] : INFO : Epoch 1991 | loss: 0.0312277 | val_loss: 0.0312262 | Time: 3087.43 ms [2022-04-02 15:18:37 main:574] : INFO : Epoch 1992 | loss: 0.0312274 | val_loss: 0.0312266 | Time: 2837.7 ms [2022-04-02 15:18:39 main:574] : INFO : Epoch 1993 | loss: 0.0312268 | val_loss: 0.0312259 | Time: 2445.08 ms [2022-04-02 15:18:42 main:574] : INFO : Epoch 1994 | loss: 0.0312277 | val_loss: 0.0312256 | Time: 2222.21 ms [2022-04-02 15:18:44 main:574] : INFO : Epoch 1995 | loss: 0.0312282 | val_loss: 0.0312281 | Time: 2702.11 ms [2022-04-02 15:18:47 main:574] : INFO : Epoch 1996 | loss: 0.0312277 | val_loss: 0.0312285 | Time: 2721.16 ms [2022-04-02 15:18:50 main:574] : INFO : Epoch 1997 | loss: 0.0312279 | val_loss: 0.0312256 | Time: 2716.89 ms [2022-04-02 15:18:53 main:574] : INFO : Epoch 1998 | loss: 0.0312294 | val_loss: 0.0312334 | Time: 3085.61 ms [2022-04-02 15:18:56 main:574] : INFO : Epoch 1999 | loss: 0.0312302 | val_loss: 0.03123 | Time: 2860.46 ms [2022-04-02 15:19:00 main:574] : INFO : Epoch 2000 | loss: 0.0312284 | val_loss: 0.0312259 | Time: 4132.64 ms [2022-04-02 15:19:02 main:574] : INFO : Epoch 2001 | loss: 0.0312273 | val_loss: 0.0312259 | Time: 2297.43 ms [2022-04-02 15:19:05 main:574] : INFO : Epoch 2002 | loss: 0.0312296 | val_loss: 0.0312263 | Time: 2466.27 ms [2022-04-02 15:19:08 main:574] : INFO : Epoch 2003 | loss: 0.0312283 | val_loss: 0.031226 | Time: 2906.34 ms [2022-04-02 15:19:11 main:574] : INFO : Epoch 2004 | loss: 0.0312281 | val_loss: 0.0312256 | Time: 2712.89 ms [2022-04-02 15:19:13 main:574] : INFO : Epoch 2005 | loss: 0.0312268 | val_loss: 0.0312276 | Time: 2672.02 ms [2022-04-02 15:19:16 main:574] : INFO : Epoch 2006 | loss: 0.0312275 | val_loss: 0.0312265 | Time: 2612.41 ms [2022-04-02 15:19:21 main:574] : INFO : Epoch 2007 | loss: 0.0312278 | val_loss: 0.031226 | Time: 4741.47 ms [2022-04-02 15:19:23 main:574] : INFO : Epoch 2008 | loss: 0.0312275 | val_loss: 0.0312257 | Time: 2720.66 ms [2022-04-02 15:19:28 main:574] : INFO : Epoch 2009 | loss: 0.031229 | val_loss: 0.0312265 | Time: 3777.46 ms [2022-04-02 15:19:31 main:574] : INFO : Epoch 2010 | loss: 0.0312271 | val_loss: 0.0312264 | Time: 2880.24 ms [2022-04-02 15:19:34 main:574] : INFO : Epoch 2011 | loss: 0.0312265 | val_loss: 0.031225 | Time: 2947.44 ms [2022-04-02 15:19:37 main:574] : INFO : Epoch 2012 | loss: 0.0312275 | val_loss: 0.0312281 | Time: 2914.84 ms [2022-04-02 15:19:40 main:574] : INFO : Epoch 2013 | loss: 0.0312287 | val_loss: 0.0312267 | Time: 3544.38 ms [2022-04-02 15:19:43 main:574] : INFO : Epoch 2014 | loss: 0.031229 | val_loss: 0.0312274 | Time: 2801.75 ms [2022-04-02 15:19:46 main:574] : INFO : Epoch 2015 | loss: 0.0312273 | val_loss: 0.0312256 | Time: 2752.45 ms [2022-04-02 15:19:49 main:574] : INFO : Epoch 2016 | loss: 0.0312264 | val_loss: 0.0312257 | Time: 3178.59 ms [2022-04-02 15:19:52 main:574] : INFO : Epoch 2017 | loss: 0.0312281 | val_loss: 0.0312262 | Time: 3041.03 ms [2022-04-02 15:19:55 main:574] : INFO : Epoch 2018 | loss: 0.0312265 | val_loss: 0.0312254 | Time: 2570.99 ms [2022-04-02 15:19:58 main:574] : INFO : Epoch 2019 | loss: 0.0312267 | val_loss: 0.0312265 | Time: 2566.12 ms [2022-04-02 15:20:01 main:574] : INFO : Epoch 2020 | loss: 0.0312286 | val_loss: 0.031227 | Time: 2961.19 ms [2022-04-02 15:20:04 main:574] : INFO : Epoch 2021 | loss: 0.0312266 | val_loss: 0.0312257 | Time: 2777.82 ms [2022-04-02 15:20:06 main:574] : INFO : Epoch 2022 | loss: 0.0312306 | val_loss: 0.0312355 | Time: 2526.94 ms [2022-04-02 15:20:09 main:574] : INFO : Epoch 2023 | loss: 0.0312346 | val_loss: 0.0312274 | Time: 2478.87 ms [2022-04-02 15:20:12 main:574] : INFO : Epoch 2024 | loss: 0.0312311 | val_loss: 0.0312317 | Time: 2647.09 ms [2022-04-02 15:20:14 main:574] : INFO : Epoch 2025 | loss: 0.0312284 | val_loss: 0.0312267 | Time: 2620.69 ms [2022-04-02 15:20:17 main:574] : INFO : Epoch 2026 | loss: 0.0312291 | val_loss: 0.0312261 | Time: 2754.06 ms [2022-04-02 15:20:20 main:574] : INFO : Epoch 2027 | loss: 0.0312283 | val_loss: 0.0312255 | Time: 2731.89 ms [2022-04-02 15:20:22 main:574] : INFO : Epoch 2028 | loss: 0.0312279 | val_loss: 0.0312282 | Time: 2690.37 ms [2022-04-02 15:20:25 main:574] : INFO : Epoch 2029 | loss: 0.0312274 | val_loss: 0.031226 | Time: 2667.75 ms [2022-04-02 15:20:28 main:574] : INFO : Epoch 2030 | loss: 0.0312264 | val_loss: 0.0312251 | Time: 2386.6 ms [2022-04-02 15:20:30 main:574] : INFO : Epoch 2031 | loss: 0.0312257 | val_loss: 0.0312252 | Time: 2508.94 ms [2022-04-02 15:20:33 main:574] : INFO : Epoch 2032 | loss: 0.0312256 | val_loss: 0.0312249 | Time: 2594.4 ms [2022-04-02 15:20:35 main:574] : INFO : Epoch 2033 | loss: 0.0312264 | val_loss: 0.0312261 | Time: 2435.9 ms [2022-04-02 15:20:38 main:574] : INFO : Epoch 2034 | loss: 0.0312259 | val_loss: 0.031225 | Time: 2592.27 ms [2022-04-02 15:20:41 main:574] : INFO : Epoch 2035 | loss: 0.0312266 | val_loss: 0.0312255 | Time: 2486.54 ms [2022-04-02 15:20:43 main:574] : INFO : Epoch 2036 | loss: 0.0312268 | val_loss: 0.0312259 | Time: 2753.01 ms [2022-04-02 15:20:46 main:574] : INFO : Epoch 2037 | loss: 0.031226 | val_loss: 0.031227 | Time: 2641 ms [2022-04-02 15:20:49 main:574] : INFO : Epoch 2038 | loss: 0.0312264 | val_loss: 0.031225 | Time: 2709.72 ms [2022-04-02 15:20:52 main:574] : INFO : Epoch 2039 | loss: 0.031226 | val_loss: 0.0312254 | Time: 2786.84 ms [2022-04-02 15:20:55 main:574] : INFO : Epoch 2040 | loss: 0.0312258 | val_loss: 0.0312249 | Time: 2919.28 ms [2022-04-02 15:20:57 main:574] : INFO : Epoch 2041 | loss: 0.0312318 | val_loss: 0.0312366 | Time: 2591.45 ms [2022-04-02 15:21:00 main:574] : INFO : Epoch 2042 | loss: 0.0312301 | val_loss: 0.0312264 | Time: 2617.85 ms [2022-04-02 15:21:03 main:574] : INFO : Epoch 2043 | loss: 0.0312281 | val_loss: 0.0312257 | Time: 2609.76 ms [2022-04-02 15:21:05 main:574] : INFO : Epoch 2044 | loss: 0.0312258 | val_loss: 0.0312297 | Time: 2661.05 ms [2022-04-02 15:21:08 main:574] : INFO : Epoch 2045 | loss: 0.0312288 | val_loss: 0.0312268 | Time: 2765.93 ms [2022-04-02 15:21:11 main:574] : INFO : Epoch 2046 | loss: 0.0312271 | val_loss: 0.031229 | Time: 2609.74 ms [2022-04-02 15:21:13 main:574] : INFO : Epoch 2047 | loss: 0.0312287 | val_loss: 0.0312269 | Time: 2660.77 ms [2022-04-02 15:21:16 main:574] : INFO : Epoch 2048 | loss: 0.0312277 | val_loss: 0.0312255 | Time: 2750.51 ms [2022-04-02 15:21:16 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312255 [2022-04-02 15:21:16 main:603] : INFO : Saving end state to config to file [2022-04-02 15:21:16 main:608] : INFO : Success, exiting.. 15:21:16 (244): 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)