Task 4067988
| Name | ParityModified-1612727777-31030-1_0 |
| Workunit | 2188507 |
| Created | 16 Feb 2021, 3:44:41 UTC |
| Sent | 28 Feb 2021, 9:32:47 UTC |
| Report deadline | 7 Mar 2021, 9:32:47 UTC |
| Received | 29 May 2021, 21:43:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6538 |
| Run time | 1 hours 23 min 7 sec |
| CPU time | 1 hours 17 min 54 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 11,341.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 9.94 ms [2021-03-03 14:23:53 main:574] : INFO : Epoch 1580 | loss: 0.0311221 | val_loss: 0.031139 | Time: 2513.42 ms [2021-03-03 14:23:55 main:574] : INFO : Epoch 1581 | loss: 0.03112 | val_loss: 0.0311409 | Time: 2451.72 ms [2021-03-03 14:23:58 main:574] : INFO : Epoch 1582 | loss: 0.0311336 | val_loss: 0.0311424 | Time: 2461.43 ms [2021-03-03 14:24:00 main:574] : INFO : Epoch 1583 | loss: 0.0311293 | val_loss: 0.0311386 | Time: 2491.51 ms [2021-03-03 14:24:03 main:574] : INFO : Epoch 1584 | loss: 0.0311251 | val_loss: 0.0311377 | Time: 2500.28 ms [2021-03-03 14:24:05 main:574] : INFO : Epoch 1585 | loss: 0.0311225 | val_loss: 0.0311389 | Time: 2501.75 ms [2021-03-03 14:24:08 main:574] : INFO : Epoch 1586 | loss: 0.0311216 | val_loss: 0.0311382 | Time: 2508.64 ms [2021-03-03 14:24:10 main:574] : INFO : Epoch 1587 | loss: 0.0311201 | val_loss: 0.031141 | Time: 2467.51 ms [2021-03-03 14:24:13 main:574] : INFO : Epoch 1588 | loss: 0.0311284 | val_loss: 0.0311426 | Time: 2461.4 ms [2021-03-03 14:24:15 main:574] : INFO : Epoch 1589 | loss: 0.031126 | val_loss: 0.0311396 | Time: 2473.59 ms [2021-03-03 14:24:18 main:574] : INFO : Epoch 1590 | loss: 0.0311254 | val_loss: 0.0311362 | Time: 2506.55 ms [2021-03-03 14:24:20 main:574] : INFO : Epoch 1591 | loss: 0.0311228 | val_loss: 0.0311364 | Time: 2485.27 ms [2021-03-03 14:24:23 main:574] : INFO : Epoch 1592 | loss: 0.0311217 | val_loss: 0.0311362 | Time: 2496.68 ms [2021-03-03 14:24:25 main:574] : INFO : Epoch 1593 | loss: 0.0311201 | val_loss: 0.0311378 | Time: 2516.64 ms [2021-03-03 14:24:28 main:574] : INFO : Epoch 1594 | loss: 0.0311187 | val_loss: 0.0311386 | Time: 2527.42 ms [2021-03-03 14:24:30 main:574] : INFO : Epoch 1595 | loss: 0.0311199 | val_loss: 0.0311353 | Time: 2523.77 ms [2021-03-03 14:24:33 main:574] : INFO : Epoch 1596 | loss: 0.0311183 | val_loss: 0.0311374 | Time: 2511.39 ms [2021-03-03 14:24:35 main:574] : INFO : Epoch 1597 | loss: 0.0311176 | val_loss: 0.0311379 | Time: 2498.43 ms [2021-03-03 14:24:38 main:574] : INFO : Epoch 1598 | loss: 0.0311154 | val_loss: 0.0311354 | Time: 2517.33 ms [2021-03-03 14:24:40 main:574] : INFO : Epoch 1599 | loss: 0.0311155 | val_loss: 0.0311338 | Time: 2502.47 ms [2021-03-03 14:24:43 main:574] : INFO : Epoch 1600 | loss: 0.031117 | val_loss: 0.0311375 | Time: 2483 ms [2021-03-03 14:24:45 main:574] : INFO : Epoch 1601 | loss: 0.0311164 | val_loss: 0.0311344 | Time: 2413.1 ms [2021-03-03 14:24:48 main:574] : INFO : Epoch 1602 | loss: 0.0311131 | val_loss: 0.03114 | Time: 2402.47 ms [2021-03-03 14:24:50 main:574] : INFO : Epoch 1603 | loss: 0.0311125 | val_loss: 0.0311345 | Time: 2482.7 ms [2021-03-03 14:24:53 main:574] : INFO : Epoch 1604 | loss: 0.0311099 | val_loss: 0.0311329 | Time: 2494.2 ms [2021-03-03 14:24:55 main:574] : INFO : Epoch 1605 | loss: 0.0311151 | val_loss: 0.0311396 | Time: 2481.19 ms [2021-03-03 14:24:58 main:574] : INFO : Epoch 1606 | loss: 0.0311167 | val_loss: 0.0311342 | Time: 2499.78 ms [2021-03-03 14:25:00 main:574] : INFO : Epoch 1607 | loss: 0.0311122 | val_loss: 0.0311396 | Time: 2484.45 ms [2021-03-03 14:25:03 main:574] : INFO : Epoch 1608 | loss: 0.0311103 | val_loss: 0.0311353 | Time: 2500.37 ms [2021-03-03 14:25:05 main:574] : INFO : Epoch 1609 | loss: 0.0311088 | val_loss: 0.0311351 | Time: 2493.66 ms [2021-03-03 14:25:08 main:574] : INFO : Epoch 1610 | loss: 0.0311109 | val_loss: 0.0311345 | Time: 2509.72 ms [2021-03-03 14:25:10 main:574] : INFO : Epoch 1611 | loss: 0.0311103 | val_loss: 0.0311326 | Time: 2484.52 ms [2021-03-03 14:25:13 main:574] : INFO : Epoch 1612 | loss: 0.0311093 | val_loss: 0.0311317 | Time: 2498.84 ms [2021-03-03 14:25:15 main:574] : INFO : Epoch 1613 | loss: 0.0311094 | val_loss: 0.0311323 | Time: 2425.73 ms [2021-03-03 14:25:18 main:574] : INFO : Epoch 1614 | loss: 0.0311089 | val_loss: 0.0311322 | Time: 2402.34 ms [2021-03-03 14:25:20 main:574] : INFO : Epoch 1615 | loss: 0.0311089 | val_loss: 0.031135 | Time: 2465.33 ms [2021-03-03 14:25:23 main:574] : INFO : Epoch 1616 | loss: 0.0311221 | val_loss: 0.0311359 | Time: 2509.66 ms [2021-03-03 14:25:25 main:574] : INFO : Epoch 1617 | loss: 0.0311228 | val_loss: 0.0311328 | Time: 2482.81 ms [2021-03-03 14:25:28 main:574] : INFO : Epoch 1618 | loss: 0.0311203 | val_loss: 0.0311368 | Time: 2487.71 ms [2021-03-03 14:25:30 main:574] : INFO : Epoch 1619 | loss: 0.0311212 | val_loss: 0.0311364 | Time: 2489.93 ms [2021-03-03 14:25:33 main:574] : INFO : Epoch 1620 | loss: 0.0311178 | val_loss: 0.0311312 | Time: 2495.34 ms [2021-03-03 14:25:35 main:574] : INFO : Epoch 1621 | loss: 0.0311169 | val_loss: 0.0311309 | Time: 2497 ms [2021-03-03 14:25:38 main:574] : INFO : Epoch 1622 | loss: 0.031114 | val_loss: 0.0311318 | Time: 2506.23 ms [2021-03-03 14:25:40 main:574] : INFO : Epoch 1623 | loss: 0.031112 | val_loss: 0.0311328 | Time: 2487.06 ms [2021-03-03 14:25:43 main:574] : INFO : Epoch 1624 | loss: 0.0311098 | val_loss: 0.0311334 | Time: 2475.51 ms [2021-03-03 14:25:45 main:574] : INFO : Epoch 1625 | loss: 0.03111 | val_loss: 0.0311305 | Time: 2351.44 ms [2021-03-03 14:25:47 main:574] : INFO : Epoch 1626 | loss: 0.0311109 | val_loss: 0.0311364 | Time: 2346.2 ms [2021-03-03 14:25:50 main:574] : INFO : Epoch 1627 | loss: 0.0311232 | val_loss: 0.0311456 | Time: 2488.69 ms [2021-03-03 14:25:52 main:574] : INFO : Epoch 1628 | loss: 0.0311238 | val_loss: 0.0311475 | Time: 2476.77 ms [2021-03-03 14:25:55 main:574] : INFO : Epoch 1629 | loss: 0.0311196 | val_loss: 0.0311397 | Time: 2467.73 ms [2021-03-03 14:25:57 main:574] : INFO : Epoch 1630 | loss: 0.0311175 | val_loss: 0.0311376 | Time: 2472.18 ms [2021-03-03 14:26:00 main:574] : INFO : Epoch 1631 | loss: 0.0311147 | val_loss: 0.0311378 | Time: 2476.98 ms [2021-03-03 14:26:02 main:574] : INFO : Epoch 1632 | loss: 0.0311127 | val_loss: 0.0311393 | Time: 2461.67 ms [2021-03-03 14:26:05 main:574] : INFO : Epoch 1633 | loss: 0.0311142 | val_loss: 0.0311318 | Time: 2476.9 ms [2021-03-03 14:26:07 main:574] : INFO : Epoch 1634 | loss: 0.031112 | val_loss: 0.0311364 | Time: 2470.7 ms [2021-03-03 14:26:10 main:574] : INFO : Epoch 1635 | loss: 0.0311137 | val_loss: 0.0311347 | Time: 2491.11 ms [2021-03-03 14:26:12 main:574] : INFO : Epoch 1636 | loss: 0.0311115 | val_loss: 0.0311322 | Time: 2484.37 ms [2021-03-03 14:26:15 main:574] : INFO : Epoch 1637 | loss: 0.0311086 | val_loss: 0.0311395 | Time: 2488.51 ms [2021-03-03 14:26:17 main:574] : INFO : Epoch 1638 | loss: 0.0311075 | val_loss: 0.0311313 | Time: 2457.55 ms [2021-03-03 14:26:20 main:574] : INFO : Epoch 1639 | loss: 0.0311066 | val_loss: 0.0311322 | Time: 2453.05 ms [2021-03-03 14:26:22 main:574] : INFO : Epoch 1640 | loss: 0.0311055 | val_loss: 0.0311285 | Time: 2353.13 ms [2021-03-03 14:26:25 main:574] : INFO : Epoch 1641 | loss: 0.0311062 | val_loss: 0.0311323 | Time: 2357.94 ms [2021-03-03 14:26:27 main:574] : INFO : Epoch 1642 | loss: 0.0311086 | val_loss: 0.0311384 | Time: 2511.51 ms [2021-03-03 14:26:30 main:574] : INFO : Epoch 1643 | loss: 0.0311059 | val_loss: 0.0311299 | Time: 2470.26 ms [2021-03-03 14:26:32 main:574] : INFO : Epoch 1644 | loss: 0.0311054 | val_loss: 0.0311325 | Time: 2462.49 ms [2021-03-03 14:26:34 main:574] : INFO : Epoch 1645 | loss: 0.0311043 | val_loss: 0.0311351 | Time: 2476.21 ms [2021-03-03 14:26:37 main:574] : INFO : Epoch 1646 | loss: 0.0311124 | val_loss: 0.0311361 | Time: 2474.98 ms [2021-03-03 14:26:39 main:574] : INFO : Epoch 1647 | loss: 0.0311126 | val_loss: 0.0311325 | Time: 2473.16 ms [2021-03-03 14:26:42 main:574] : INFO : Epoch 1648 | loss: 0.031109 | val_loss: 0.0311309 | Time: 2490.73 ms [2021-03-03 14:26:44 main:574] : INFO : Epoch 1649 | loss: 0.0311074 | val_loss: 0.0311292 | Time: 2481.72 ms [2021-03-03 14:26:47 main:574] : INFO : Epoch 1650 | loss: 0.0311247 | val_loss: 0.0311609 | Time: 2398.26 ms [2021-03-03 14:26:49 main:574] : INFO : Epoch 1651 | loss: 0.0311467 | val_loss: 0.0311466 | Time: 2352.25 ms [2021-03-03 14:26:52 main:574] : INFO : Epoch 1652 | loss: 0.03114 | val_loss: 0.0311429 | Time: 2411.4 ms [2021-03-03 14:26:54 main:574] : INFO : Epoch 1653 | loss: 0.0311326 | val_loss: 0.0311409 | Time: 2466.69 ms [2021-03-03 14:26:57 main:574] : INFO : Epoch 1654 | loss: 0.0311248 | val_loss: 0.0311335 | Time: 2432.44 ms [2021-03-03 14:26:59 main:574] : INFO : Epoch 1655 | loss: 0.0311172 | val_loss: 0.0311382 | Time: 2435.58 ms [2021-03-03 14:27:01 main:574] : INFO : Epoch 1656 | loss: 0.0311135 | val_loss: 0.0311332 | Time: 2428.25 ms [2021-03-03 14:27:04 main:574] : INFO : Epoch 1657 | loss: 0.0311107 | val_loss: 0.0311319 | Time: 2436.46 ms [2021-03-03 14:27:06 main:574] : INFO : Epoch 1658 | loss: 0.031109 | val_loss: 0.0311312 | Time: 2421.02 ms [2021-03-03 14:27:09 main:574] : INFO : Epoch 1659 | loss: 0.0311094 | val_loss: 0.0311332 | Time: 2423.25 ms [2021-03-03 14:27:11 main:574] : INFO : Epoch 1660 | loss: 0.0311076 | val_loss: 0.0311304 | Time: 2433.28 ms [2021-03-03 14:27:14 main:574] : INFO : Epoch 1661 | loss: 0.0311056 | val_loss: 0.03113 | Time: 2430.14 ms [2021-03-03 14:27:16 main:574] : INFO : Epoch 1662 | loss: 0.0311036 | val_loss: 0.0311278 | Time: 2454.29 ms [2021-03-03 14:27:19 main:574] : INFO : Epoch 1663 | loss: 0.0311023 | val_loss: 0.031128 | Time: 2501.66 ms [2021-03-03 14:27:21 main:574] : INFO : Epoch 1664 | loss: 0.0311023 | val_loss: 0.0311316 | Time: 2514.21 ms [2021-03-03 14:27:24 main:574] : INFO : Epoch 1665 | loss: 0.0311023 | val_loss: 0.0311336 | Time: 2507.11 ms [2021-03-03 14:27:26 main:574] : INFO : Epoch 1666 | loss: 0.0311046 | val_loss: 0.0311302 | Time: 2512.96 ms [2021-03-03 14:27:29 main:574] : INFO : Epoch 1667 | loss: 0.0311082 | val_loss: 0.0311309 | Time: 2519.35 ms [2021-03-03 14:27:31 main:574] : INFO : Epoch 1668 | loss: 0.0311125 | val_loss: 0.0311307 | Time: 2507.35 ms [2021-03-03 14:27:34 main:574] : INFO : Epoch 1669 | loss: 0.031112 | val_loss: 0.0311323 | Time: 2509.23 ms [2021-03-03 14:27:36 main:574] : INFO : Epoch 1670 | loss: 0.0311058 | val_loss: 0.0311323 | Time: 2519.54 ms [2021-03-03 14:27:39 main:574] : INFO : Epoch 1671 | loss: 0.0311079 | val_loss: 0.0311307 | Time: 2503.03 ms [2021-03-03 14:27:41 main:574] : INFO : Epoch 1672 | loss: 0.0311052 | val_loss: 0.0311302 | Time: 2429.29 ms [2021-03-03 14:27:44 main:574] : INFO : Epoch 1673 | loss: 0.0311056 | val_loss: 0.0311294 | Time: 2398.64 ms [2021-03-03 14:27:46 main:574] : INFO : Epoch 1674 | loss: 0.0311049 | val_loss: 0.0311308 | Time: 2474.94 ms [2021-03-03 14:27:49 main:574] : INFO : Epoch 1675 | loss: 0.031104 | val_loss: 0.0311295 | Time: 2502.57 ms [2021-03-03 14:27:51 main:574] : INFO : Epoch 1676 | loss: 0.0311018 | val_loss: 0.0311292 | Time: 2493.13 ms [2021-03-03 14:27:54 main:574] : INFO : Epoch 1677 | loss: 0.0311007 | val_loss: 0.0311281 | Time: 2517.71 ms [2021-03-03 14:27:56 main:574] : INFO : Epoch 1678 | loss: 0.0311016 | val_loss: 0.0311308 | Time: 2513.99 ms [2021-03-03 14:27:59 main:574] : INFO : Epoch 1679 | loss: 0.0311062 | val_loss: 0.0311306 | Time: 2524.49 ms [2021-03-03 14:28:01 main:574] : INFO : Epoch 1680 | loss: 0.0311017 | val_loss: 0.0311283 | Time: 2522.22 ms [2021-03-03 14:28:04 main:574] : INFO : Epoch 1681 | loss: 0.0310993 | val_loss: 0.0311303 | Time: 2505 ms [2021-03-03 14:28:06 main:574] : INFO : Epoch 1682 | loss: 0.0310993 | val_loss: 0.0311285 | Time: 2512.49 ms [2021-03-03 14:28:09 main:574] : INFO : Epoch 1683 | loss: 0.0310997 | val_loss: 0.0311329 | Time: 2495.15 ms [2021-03-03 14:28:11 main:574] : INFO : Epoch 1684 | loss: 0.0310977 | val_loss: 0.0311303 | Time: 2474.47 ms [2021-03-03 14:28:14 main:574] : INFO : Epoch 1685 | loss: 0.0310988 | val_loss: 0.0311313 | Time: 2484.84 ms [2021-03-03 14:28:16 main:574] : INFO : Epoch 1686 | loss: 0.0311026 | val_loss: 0.0311324 | Time: 2478.19 ms [2021-03-03 14:28:19 main:574] : INFO : Epoch 1687 | loss: 0.0310981 | val_loss: 0.0311313 | Time: 2463.76 ms [2021-03-03 14:28:21 main:574] : INFO : Epoch 1688 | loss: 0.0311014 | val_loss: 0.0311328 | Time: 2467.46 ms [2021-03-03 14:28:24 main:574] : INFO : Epoch 1689 | loss: 0.0310989 | val_loss: 0.0311269 | Time: 2461.63 ms [2021-03-03 14:28:26 main:574] : INFO : Epoch 1690 | loss: 0.0310973 | val_loss: 0.0311286 | Time: 2423.09 ms [2021-03-03 14:28:29 main:574] : INFO : Epoch 1691 | loss: 0.031098 | val_loss: 0.0311293 | Time: 2397.71 ms [2021-03-03 14:28:31 main:574] : INFO : Epoch 1692 | loss: 0.0310969 | val_loss: 0.0311292 | Time: 2468.3 ms [2021-03-03 14:28:34 main:574] : INFO : Epoch 1693 | loss: 0.0310977 | val_loss: 0.03113 | Time: 2507.73 ms [2021-03-03 14:28:36 main:574] : INFO : Epoch 1694 | loss: 0.0310954 | val_loss: 0.0311314 | Time: 2508.67 ms [2021-03-03 14:28:39 main:574] : INFO : Epoch 1695 | loss: 0.0310934 | val_loss: 0.0311294 | Time: 2516.68 ms [2021-03-03 14:28:41 main:574] : INFO : Epoch 1696 | loss: 0.0310981 | val_loss: 0.031136 | Time: 2521.1 ms [2021-03-03 14:28:44 main:574] : INFO : Epoch 1697 | loss: 0.0311095 | val_loss: 0.0311316 | Time: 2513.9 ms [2021-03-03 14:28:46 main:574] : INFO : Epoch 1698 | loss: 0.0311114 | val_loss: 0.0311331 | Time: 2506.35 ms [2021-03-03 14:28:49 main:574] : INFO : Epoch 1699 | loss: 0.0311105 | val_loss: 0.0311296 | Time: 2511.23 ms [2021-03-03 14:28:51 main:574] : INFO : Epoch 1700 | loss: 0.0311052 | val_loss: 0.031131 | Time: 2454.12 ms [2021-03-03 14:28:54 main:574] : INFO : Epoch 1701 | loss: 0.0311046 | val_loss: 0.0311395 | Time: 2442.54 ms [2021-03-03 14:28:56 main:574] : INFO : Epoch 1702 | loss: 0.0311049 | val_loss: 0.03113 | Time: 2442.22 ms [2021-03-03 14:28:59 main:574] : INFO : Epoch 1703 | loss: 0.0311062 | val_loss: 0.031132 | Time: 2437.57 ms [2021-03-03 14:29:01 main:574] : INFO : Epoch 1704 | loss: 0.0311066 | val_loss: 0.0311319 | Time: 2479.2 ms [2021-03-03 14:29:04 main:574] : INFO : Epoch 1705 | loss: 0.031106 | val_loss: 0.0311331 | Time: 2488.33 ms [2021-03-03 14:29:06 main:574] : INFO : Epoch 1706 | loss: 0.031103 | val_loss: 0.0311321 | Time: 2492.82 ms [2021-03-03 14:29:09 main:574] : INFO : Epoch 1707 | loss: 0.0311024 | val_loss: 0.0311319 | Time: 2503.12 ms [2021-03-03 14:29:11 main:574] : INFO : Epoch 1708 | loss: 0.0311013 | val_loss: 0.031134 | Time: 2525.59 ms [2021-03-03 14:29:14 main:574] : INFO : Epoch 1709 | loss: 0.031099 | val_loss: 0.0311289 | Time: 2515.67 ms [2021-03-03 14:29:16 main:574] : INFO : Epoch 1710 | loss: 0.0310987 | val_loss: 0.0311318 | Time: 2512.07 ms [2021-03-03 14:29:19 main:574] : INFO : Epoch 1711 | loss: 0.031097 | val_loss: 0.0311294 | Time: 2502.38 ms [2021-03-03 14:29:21 main:574] : INFO : Epoch 1712 | loss: 0.0311011 | val_loss: 0.0311303 | Time: 2497.88 ms [2021-03-03 14:29:24 main:574] : INFO : Epoch 1713 | loss: 0.0311008 | val_loss: 0.0311279 | Time: 2513.3 ms [2021-03-03 14:29:26 main:574] : INFO : Epoch 1714 | loss: 0.0310993 | val_loss: 0.0311286 | Time: 2456.29 ms [2021-03-03 14:29:29 main:574] : INFO : Epoch 1715 | loss: 0.0310997 | val_loss: 0.0311285 | Time: 2373.7 ms [2021-03-03 14:29:31 main:574] : INFO : Epoch 1716 | loss: 0.031097 | val_loss: 0.0311304 | Time: 2384.53 ms [2021-03-03 14:29:34 main:574] : INFO : Epoch 1717 | loss: 0.0310966 | val_loss: 0.0311265 | Time: 2502.09 ms [2021-03-03 14:29:36 main:574] : INFO : Epoch 1718 | loss: 0.0310992 | val_loss: 0.0311245 | Time: 2463.37 ms [2021-03-03 14:29:38 main:574] : INFO : Epoch 1719 | loss: 0.0311047 | val_loss: 0.0311329 | Time: 2452 ms [2021-03-03 14:29:41 main:574] : INFO : Epoch 1720 | loss: 0.0311072 | val_loss: 0.0311251 | Time: 2445.3 ms [2021-03-03 14:29:43 main:574] : INFO : Epoch 1721 | loss: 0.031101 | val_loss: 0.0311258 | Time: 2452.9 ms [2021-03-03 14:29:46 main:574] : INFO : Epoch 1722 | loss: 0.0310988 | val_loss: 0.0311269 | Time: 2451.98 ms [2021-03-03 14:29:48 main:574] : INFO : Epoch 1723 | loss: 0.0310977 | val_loss: 0.0311282 | Time: 2487.04 ms [2021-03-03 14:29:51 main:574] : INFO : Epoch 1724 | loss: 0.0310976 | val_loss: 0.031129 | Time: 2486.64 ms [2021-03-03 14:29:53 main:574] : INFO : Epoch 1725 | loss: 0.0310965 | val_loss: 0.0311313 | Time: 2480.89 ms [2021-03-03 14:29:56 main:574] : INFO : Epoch 1726 | loss: 0.0310955 | val_loss: 0.0311292 | Time: 2503.29 ms [2021-03-03 14:29:58 main:574] : INFO : Epoch 1727 | loss: 0.0310947 | val_loss: 0.0311315 | Time: 2375.18 ms [2021-03-03 14:30:01 main:574] : INFO : Epoch 1728 | loss: 0.0310945 | val_loss: 0.0311285 | Time: 2373.67 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2080 SUPER) Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2080 SUPER) [2021-05-29 23:26:54 main:435] : INFO : Set logging level to 1 [2021-05-29 23:26:54 main:441] : INFO : Running in BOINC Client mode [2021-05-29 23:26:54 main:444] : INFO : Resolving all filenames [2021-05-29 23:26:54 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-05-29 23:26:54 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1612727777-31030-1_0_r481912694_1 (exists = 1) [2021-05-29 23:26:54 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1612727777-31030-1_0_r481912694_0 (exists = 0) [2021-05-29 23:26:54 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1612727777-31030-1 (exists = 1) [2021-05-29 23:26:54 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-05-29 23:26:54 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-05-29 23:26:54 main:474] : INFO : Configuration: [2021-05-29 23:26:54 main:475] : INFO : Model type: GRU [2021-05-29 23:26:54 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-05-29 23:26:54 main:477] : INFO : Max Epochs: 2048 [2021-05-29 23:26:54 main:478] : INFO : Batch Size: 128 [2021-05-29 23:26:54 main:479] : INFO : Learning Rate: 0.01 [2021-05-29 23:26:54 main:480] : INFO : Patience: 10 [2021-05-29 23:26:54 main:481] : INFO : Hidden Width: 12 [2021-05-29 23:26:54 main:482] : INFO : # Recurrent Layers: 4 [2021-05-29 23:26:54 main:483] : INFO : # Backend Layers: 4 [2021-05-29 23:26:54 main:484] : INFO : # Threads: 1 [2021-05-29 23:26:54 main:486] : INFO : Preparing Dataset [2021-05-29 23:26:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-29 23:26:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-29 23:26:57 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-05-29 23:26:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-29 23:26:57 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-05-29 23:26:57 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-05-29 23:26:57 main:494] : INFO : Creating Model [2021-05-29 23:26:57 main:507] : INFO : Preparing config file [2021-05-29 23:26:57 main:511] : INFO : Found checkpoint, attempting to load... [2021-05-29 23:26:57 main:512] : INFO : Loading config [2021-05-29 23:26:57 main:514] : INFO : Loading state [2021-05-29 23:26:59 main:559] : INFO : Loading DataLoader into Memory [2021-05-29 23:26:59 main:562] : INFO : Starting Training [2021-05-29 23:27:02 main:574] : INFO : Epoch 1722 | loss: 0.031181 | val_loss: 0.0311333 | Time: 2961.64 ms [2021-05-29 23:27:05 main:574] : INFO : Epoch 1723 | loss: 0.0311138 | val_loss: 0.031132 | Time: 2334.47 ms [2021-05-29 23:27:07 main:574] : INFO : Epoch 1724 | loss: 0.0311059 | val_loss: 0.0311305 | Time: 2333.42 ms [2021-05-29 23:27:09 main:574] : INFO : Epoch 1725 | loss: 0.0311031 | val_loss: 0.0311269 | Time: 2332.14 ms [2021-05-29 23:27:12 main:574] : INFO : Epoch 1726 | loss: 0.0310999 | val_loss: 0.031124 | Time: 2338.07 ms [2021-05-29 23:27:14 main:574] : INFO : Epoch 1727 | loss: 0.0311017 | val_loss: 0.031125 | Time: 2338.23 ms [2021-05-29 23:27:16 main:574] : INFO : Epoch 1728 | loss: 0.0310999 | val_loss: 0.0311282 | Time: 2332.11 ms [2021-05-29 23:27:19 main:574] : INFO : Epoch 1729 | loss: 0.0310982 | val_loss: 0.0311282 | Time: 2334.33 ms [2021-05-29 23:27:21 main:574] : INFO : Epoch 1730 | loss: 0.0310949 | val_loss: 0.0311293 | Time: 2337.67 ms [2021-05-29 23:27:23 main:574] : INFO : Epoch 1731 | loss: 0.0310936 | val_loss: 0.0311266 | Time: 2338.63 ms [2021-05-29 23:27:26 main:574] : INFO : Epoch 1732 | loss: 0.0310944 | val_loss: 0.0311315 | Time: 2336.4 ms [2021-05-29 23:27:28 main:574] : INFO : Epoch 1733 | loss: 0.0310967 | val_loss: 0.031128 | Time: 2330 ms [2021-05-29 23:27:30 main:574] : INFO : Epoch 1734 | loss: 0.0310959 | val_loss: 0.0311239 | Time: 2321.89 ms [2021-05-29 23:27:33 main:574] : INFO : Epoch 1735 | loss: 0.0310966 | val_loss: 0.0311286 | Time: 2333 ms [2021-05-29 23:27:35 main:574] : INFO : Epoch 1736 | loss: 0.0310929 | val_loss: 0.0311249 | Time: 2337.36 ms [2021-05-29 23:27:37 main:574] : INFO : Epoch 1737 | loss: 0.0310983 | val_loss: 0.0311252 | Time: 2336.95 ms [2021-05-29 23:27:40 main:574] : INFO : Epoch 1738 | loss: 0.0310962 | val_loss: 0.0311299 | Time: 2333.95 ms [2021-05-29 23:27:42 main:574] : INFO : Epoch 1739 | loss: 0.031094 | val_loss: 0.0311288 | Time: 2333.71 ms [2021-05-29 23:27:44 main:574] : INFO : Epoch 1740 | loss: 0.0310976 | val_loss: 0.0311272 | Time: 2331.05 ms [2021-05-29 23:27:47 main:574] : INFO : Epoch 1741 | loss: 0.031095 | val_loss: 0.0311225 | Time: 2349.99 ms [2021-05-29 23:27:49 main:574] : INFO : Epoch 1742 | loss: 0.0310955 | val_loss: 0.031121 | Time: 2336.85 ms [2021-05-29 23:27:51 main:574] : INFO : Epoch 1743 | loss: 0.0310964 | val_loss: 0.0311286 | Time: 2335.43 ms [2021-05-29 23:27:54 main:574] : INFO : Epoch 1744 | loss: 0.0310976 | val_loss: 0.0311239 | Time: 2335.95 ms [2021-05-29 23:27:56 main:574] : INFO : Epoch 1745 | loss: 0.0310962 | val_loss: 0.0311275 | Time: 2329.83 ms [2021-05-29 23:27:58 main:574] : INFO : Epoch 1746 | loss: 0.0310943 | val_loss: 0.0311256 | Time: 2332.05 ms [2021-05-29 23:28:01 main:574] : INFO : Epoch 1747 | loss: 0.0310917 | val_loss: 0.0311252 | Time: 2336.3 ms [2021-05-29 23:28:03 main:574] : INFO : Epoch 1748 | loss: 0.0310939 | val_loss: 0.0311244 | Time: 2330.76 ms [2021-05-29 23:28:06 main:574] : INFO : Epoch 1749 | loss: 0.0310916 | val_loss: 0.0311233 | Time: 2334.37 ms [2021-05-29 23:28:08 main:574] : INFO : Epoch 1750 | loss: 0.0310916 | val_loss: 0.0311241 | Time: 2333 ms [2021-05-29 23:28:10 main:574] : INFO : Epoch 1751 | loss: 0.0310908 | val_loss: 0.0311262 | Time: 2335.48 ms [2021-05-29 23:28:13 main:574] : INFO : Epoch 1752 | loss: 0.0310986 | val_loss: 0.0311241 | Time: 2336.96 ms [2021-05-29 23:28:15 main:574] : INFO : Epoch 1753 | loss: 0.0310953 | val_loss: 0.0311247 | Time: 2333.7 ms [2021-05-29 23:28:17 main:574] : INFO : Epoch 1754 | loss: 0.031094 | val_loss: 0.0311242 | Time: 2331.15 ms [2021-05-29 23:28:20 main:574] : INFO : Epoch 1755 | loss: 0.0310986 | val_loss: 0.0311289 | Time: 2330.64 ms [2021-05-29 23:28:22 main:574] : INFO : Epoch 1756 | loss: 0.031098 | val_loss: 0.0311274 | Time: 2334.98 ms [2021-05-29 23:28:24 main:574] : INFO : Epoch 1757 | loss: 0.0310963 | val_loss: 0.0311284 | Time: 2328.8 ms [2021-05-29 23:28:27 main:574] : INFO : Epoch 1758 | loss: 0.0310976 | val_loss: 0.0311287 | Time: 2328.14 ms [2021-05-29 23:28:29 main:574] : INFO : Epoch 1759 | loss: 0.0310971 | val_loss: 0.0311263 | Time: 2334.42 ms [2021-05-29 23:28:31 main:574] : INFO : Epoch 1760 | loss: 0.0310949 | val_loss: 0.0311264 | Time: 2333.72 ms [2021-05-29 23:28:34 main:574] : INFO : Epoch 1761 | loss: 0.0310939 | val_loss: 0.0311265 | Time: 2337.53 ms [2021-05-29 23:28:36 main:574] : INFO : Epoch 1762 | loss: 0.0310921 | val_loss: 0.0311258 | Time: 2331.26 ms [2021-05-29 23:28:38 main:574] : INFO : Epoch 1763 | loss: 0.0310918 | val_loss: 0.0311255 | Time: 2342.44 ms [2021-05-29 23:28:41 main:574] : INFO : Epoch 1764 | loss: 0.0310915 | val_loss: 0.0311311 | Time: 2333.01 ms [2021-05-29 23:28:43 main:574] : INFO : Epoch 1765 | loss: 0.0310918 | val_loss: 0.0311263 | Time: 2331.17 ms [2021-05-29 23:28:45 main:574] : INFO : Epoch 1766 | loss: 0.0310932 | val_loss: 0.0311277 | Time: 2331.91 ms [2021-05-29 23:28:48 main:574] : INFO : Epoch 1767 | loss: 0.031094 | val_loss: 0.0311272 | Time: 2330.39 ms [2021-05-29 23:28:50 main:574] : INFO : Epoch 1768 | loss: 0.0310931 | val_loss: 0.0311309 | Time: 2334.37 ms [2021-05-29 23:28:52 main:574] : INFO : Epoch 1769 | loss: 0.0310942 | val_loss: 0.0311293 | Time: 2329.95 ms [2021-05-29 23:28:55 main:574] : INFO : Epoch 1770 | loss: 0.0310932 | val_loss: 0.0311233 | Time: 2328.35 ms [2021-05-29 23:28:57 main:574] : INFO : Epoch 1771 | loss: 0.0310924 | val_loss: 0.0311258 | Time: 2327.42 ms [2021-05-29 23:28:59 main:574] : INFO : Epoch 1772 | loss: 0.0311056 | val_loss: 0.0311317 | Time: 2333.4 ms [2021-05-29 23:29:02 main:574] : INFO : Epoch 1773 | loss: 0.0311014 | val_loss: 0.0311246 | Time: 2328.93 ms [2021-05-29 23:29:04 main:574] : INFO : Epoch 1774 | loss: 0.031101 | val_loss: 0.0311274 | Time: 2325.61 ms [2021-05-29 23:29:06 main:574] : INFO : Epoch 1775 | loss: 0.0311012 | val_loss: 0.0311277 | Time: 2332.26 ms [2021-05-29 23:29:09 main:574] : INFO : Epoch 1776 | loss: 0.0311002 | val_loss: 0.0311234 | Time: 2338.99 ms [2021-05-29 23:29:11 main:574] : INFO : Epoch 1777 | loss: 0.0310993 | val_loss: 0.0311253 | Time: 2331.66 ms [2021-05-29 23:29:13 main:574] : INFO : Epoch 1778 | loss: 0.0310961 | val_loss: 0.0311213 | Time: 2338.35 ms [2021-05-29 23:29:16 main:574] : INFO : Epoch 1779 | loss: 0.0310928 | val_loss: 0.0311249 | Time: 2329.82 ms [2021-05-29 23:29:18 main:574] : INFO : Epoch 1780 | loss: 0.0310933 | val_loss: 0.0311257 | Time: 2332.12 ms [2021-05-29 23:29:20 main:574] : INFO : Epoch 1781 | loss: 0.0310942 | val_loss: 0.0311243 | Time: 2326.71 ms [2021-05-29 23:29:23 main:574] : INFO : Epoch 1782 | loss: 0.0310923 | val_loss: 0.03113 | Time: 2338.85 ms [2021-05-29 23:29:25 main:574] : INFO : Epoch 1783 | loss: 0.0310922 | val_loss: 0.0311273 | Time: 2336.82 ms [2021-05-29 23:29:27 main:574] : INFO : Epoch 1784 | loss: 0.031089 | val_loss: 0.031126 | Time: 2340.05 ms [2021-05-29 23:29:30 main:574] : INFO : Epoch 1785 | loss: 0.031091 | val_loss: 0.0311294 | Time: 2341.45 ms [2021-05-29 23:29:32 main:574] : INFO : Epoch 1786 | loss: 0.0310966 | val_loss: 0.0311273 | Time: 2334.5 ms [2021-05-29 23:29:35 main:574] : INFO : Epoch 1787 | loss: 0.0310948 | val_loss: 0.0311251 | Time: 2340.15 ms [2021-05-29 23:29:37 main:574] : INFO : Epoch 1788 | loss: 0.0310987 | val_loss: 0.0311289 | Time: 2327.63 ms [2021-05-29 23:29:39 main:574] : INFO : Epoch 1789 | loss: 0.0310971 | val_loss: 0.031131 | Time: 2341.22 ms [2021-05-29 23:29:42 main:574] : INFO : Epoch 1790 | loss: 0.0310964 | val_loss: 0.0311256 | Time: 2337.62 ms [2021-05-29 23:29:44 main:574] : INFO : Epoch 1791 | loss: 0.0310941 | val_loss: 0.0311269 | Time: 2337.43 ms [2021-05-29 23:29:46 main:574] : INFO : Epoch 1792 | loss: 0.0310923 | val_loss: 0.031126 | Time: 2340.86 ms [2021-05-29 23:29:49 main:574] : INFO : Epoch 1793 | loss: 0.0310925 | val_loss: 0.0311245 | Time: 2331.63 ms [2021-05-29 23:29:51 main:574] : INFO : Epoch 1794 | loss: 0.0310916 | val_loss: 0.0311245 | Time: 2337.01 ms [2021-05-29 23:29:53 main:574] : INFO : Epoch 1795 | loss: 0.0310912 | val_loss: 0.0311273 | Time: 2338.83 ms [2021-05-29 23:29:56 main:574] : INFO : Epoch 1796 | loss: 0.0310897 | val_loss: 0.0311278 | Time: 2337.69 ms [2021-05-29 23:29:58 main:574] : INFO : Epoch 1797 | loss: 0.0310879 | val_loss: 0.031128 | Time: 2329.73 ms [2021-05-29 23:30:00 main:574] : INFO : Epoch 1798 | loss: 0.0310923 | val_loss: 0.0311282 | Time: 2338.9 ms [2021-05-29 23:30:03 main:574] : INFO : Epoch 1799 | loss: 0.0310918 | val_loss: 0.0311234 | Time: 2337.02 ms [2021-05-29 23:30:05 main:574] : INFO : Epoch 1800 | loss: 0.0310898 | val_loss: 0.0311244 | Time: 2337.8 ms [2021-05-29 23:30:07 main:574] : INFO : Epoch 1801 | loss: 0.0310902 | val_loss: 0.0311258 | Time: 2335.1 ms [2021-05-29 23:30:10 main:574] : INFO : Epoch 1802 | loss: 0.0310899 | val_loss: 0.0311252 | Time: 2340.5 ms [2021-05-29 23:30:12 main:574] : INFO : Epoch 1803 | loss: 0.0310911 | val_loss: 0.0311232 | Time: 2334.66 ms [2021-05-29 23:30:14 main:574] : INFO : Epoch 1804 | loss: 0.03109 | val_loss: 0.0311246 | Time: 2335.22 ms [2021-05-29 23:30:17 main:574] : INFO : Epoch 1805 | loss: 0.0310884 | val_loss: 0.0311254 | Time: 2329.57 ms [2021-05-29 23:30:19 main:574] : INFO : Epoch 1806 | loss: 0.0310896 | val_loss: 0.0311276 | Time: 2335.44 ms [2021-05-29 23:30:21 main:574] : INFO : Epoch 1807 | loss: 0.0310938 | val_loss: 0.0311264 | Time: 2327.87 ms [2021-05-29 23:30:24 main:574] : INFO : Epoch 1808 | loss: 0.0310944 | val_loss: 0.0311308 | Time: 2343.31 ms [2021-05-29 23:30:26 main:574] : INFO : Epoch 1809 | loss: 0.0310922 | val_loss: 0.0311296 | Time: 2340.11 ms [2021-05-29 23:30:28 main:574] : INFO : Epoch 1810 | loss: 0.0310892 | val_loss: 0.0311309 | Time: 2327.42 ms [2021-05-29 23:30:31 main:574] : INFO : Epoch 1811 | loss: 0.0310909 | val_loss: 0.0311303 | Time: 2338.09 ms [2021-05-29 23:30:33 main:574] : INFO : Epoch 1812 | loss: 0.0310933 | val_loss: 0.0311352 | Time: 2327.59 ms [2021-05-29 23:30:35 main:574] : INFO : Epoch 1813 | loss: 0.0310933 | val_loss: 0.0311251 | Time: 2333.87 ms [2021-05-29 23:30:38 main:574] : INFO : Epoch 1814 | loss: 0.0310912 | val_loss: 0.0311283 | Time: 2338.22 ms [2021-05-29 23:30:40 main:574] : INFO : Epoch 1815 | loss: 0.0310934 | val_loss: 0.0311252 | Time: 2343.26 ms [2021-05-29 23:30:42 main:574] : INFO : Epoch 1816 | loss: 0.0310931 | val_loss: 0.0311245 | Time: 2331.6 ms [2021-05-29 23:30:45 main:574] : INFO : Epoch 1817 | loss: 0.0310922 | val_loss: 0.0311277 | Time: 2339.13 ms [2021-05-29 23:30:47 main:574] : INFO : Epoch 1818 | loss: 0.0310891 | val_loss: 0.0311271 | Time: 2335.98 ms [2021-05-29 23:30:50 main:574] : INFO : Epoch 1819 | loss: 0.0310887 | val_loss: 0.0311285 | Time: 2336.35 ms [2021-05-29 23:30:52 main:574] : INFO : Epoch 1820 | loss: 0.0310884 | val_loss: 0.0311218 | Time: 2340.16 ms [2021-05-29 23:30:54 main:574] : INFO : Epoch 1821 | loss: 0.0310879 | val_loss: 0.0311219 | Time: 2332.45 ms [2021-05-29 23:30:57 main:574] : INFO : Epoch 1822 | loss: 0.0310887 | val_loss: 0.031123 | Time: 2332.53 ms [2021-05-29 23:30:59 main:574] : INFO : Epoch 1823 | loss: 0.0310857 | val_loss: 0.0311289 | Time: 2337.96 ms [2021-05-29 23:31:01 main:574] : INFO : Epoch 1824 | loss: 0.0310888 | val_loss: 0.0311241 | Time: 2339.19 ms [2021-05-29 23:31:04 main:574] : INFO : Epoch 1825 | loss: 0.0310935 | val_loss: 0.0311279 | Time: 2336.76 ms [2021-05-29 23:31:06 main:574] : INFO : Epoch 1826 | loss: 0.0310973 | val_loss: 0.0311287 | Time: 2338.51 ms [2021-05-29 23:31:08 main:574] : INFO : Epoch 1827 | loss: 0.0310938 | val_loss: 0.031123 | Time: 2335.37 ms [2021-05-29 23:31:11 main:574] : INFO : Epoch 1828 | loss: 0.0310927 | val_loss: 0.0311248 | Time: 2342.19 ms [2021-05-29 23:31:13 main:574] : INFO : Epoch 1829 | loss: 0.031091 | val_loss: 0.0311222 | Time: 2337.62 ms [2021-05-29 23:31:15 main:574] : INFO : Epoch 1830 | loss: 0.03109 | val_loss: 0.0311249 | Time: 2350.37 ms [2021-05-29 23:31:18 main:574] : INFO : Epoch 1831 | loss: 0.0310878 | val_loss: 0.0311226 | Time: 2339.53 ms [2021-05-29 23:31:20 main:574] : INFO : Epoch 1832 | loss: 0.0310856 | val_loss: 0.0311237 | Time: 2334.06 ms [2021-05-29 23:31:22 main:574] : INFO : Epoch 1833 | loss: 0.0310907 | val_loss: 0.0311228 | Time: 2336.87 ms [2021-05-29 23:31:25 main:574] : INFO : Epoch 1834 | loss: 0.031086 | val_loss: 0.031119 | Time: 2336.44 ms [2021-05-29 23:31:27 main:574] : INFO : Epoch 1835 | loss: 0.0310864 | val_loss: 0.0311219 | Time: 2333.32 ms [2021-05-29 23:31:29 main:574] : INFO : Epoch 1836 | loss: 0.0310883 | val_loss: 0.0311229 | Time: 2334.53 ms [2021-05-29 23:31:32 main:574] : INFO : Epoch 1837 | loss: 0.0310911 | val_loss: 0.0311256 | Time: 2338.87 ms [2021-05-29 23:31:34 main:574] : INFO : Epoch 1838 | loss: 0.0310883 | val_loss: 0.0311286 | Time: 2336.34 ms [2021-05-29 23:31:36 main:574] : INFO : Epoch 1839 | loss: 0.0310861 | val_loss: 0.0311264 | Time: 2337.73 ms [2021-05-29 23:31:39 main:574] : INFO : Epoch 1840 | loss: 0.031087 | val_loss: 0.0311304 | Time: 2332.67 ms [2021-05-29 23:31:41 main:574] : INFO : Epoch 1841 | loss: 0.0310903 | val_loss: 0.0311333 | Time: 2336.87 ms [2021-05-29 23:31:43 main:574] : INFO : Epoch 1842 | loss: 0.0310887 | val_loss: 0.0311273 | Time: 2338.59 ms [2021-05-29 23:31:46 main:574] : INFO : Epoch 1843 | loss: 0.0310907 | val_loss: 0.0311244 | Time: 2336.34 ms [2021-05-29 23:31:48 main:574] : INFO : Epoch 1844 | loss: 0.031089 | val_loss: 0.03112 | Time: 2339.23 ms [2021-05-29 23:31:50 main:574] : INFO : Epoch 1845 | loss: 0.031087 | val_loss: 0.0311227 | Time: 2341.97 ms [2021-05-29 23:31:53 main:574] : INFO : Epoch 1846 | loss: 0.0310851 | val_loss: 0.0311224 | Time: 2338.52 ms [2021-05-29 23:31:55 main:574] : INFO : Epoch 1847 | loss: 0.0310832 | val_loss: 0.0311267 | Time: 2344.53 ms [2021-05-29 23:31:58 main:574] : INFO : Epoch 1848 | loss: 0.0310841 | val_loss: 0.0311284 | Time: 2330.66 ms [2021-05-29 23:32:00 main:574] : INFO : Epoch 1849 | loss: 0.0310866 | val_loss: 0.0311259 | Time: 2339.55 ms [2021-05-29 23:32:02 main:574] : INFO : Epoch 1850 | loss: 0.0310891 | val_loss: 0.0311287 | Time: 2345.09 ms [2021-05-29 23:32:05 main:574] : INFO : Epoch 1851 | loss: 0.0310881 | val_loss: 0.0311285 | Time: 2332.32 ms [2021-05-29 23:32:07 main:574] : INFO : Epoch 1852 | loss: 0.031085 | val_loss: 0.0311305 | Time: 2342.14 ms [2021-05-29 23:32:09 main:574] : INFO : Epoch 1853 | loss: 0.0310876 | val_loss: 0.0311262 | Time: 2331.41 ms [2021-05-29 23:32:12 main:574] : INFO : Epoch 1854 | loss: 0.0310874 | val_loss: 0.0311316 | Time: 2332.23 ms [2021-05-29 23:32:14 main:574] : INFO : Epoch 1855 | loss: 0.0310862 | val_loss: 0.031131 | Time: 2332.98 ms [2021-05-29 23:32:16 main:574] : INFO : Epoch 1856 | loss: 0.0310842 | val_loss: 0.0311253 | Time: 2339.39 ms [2021-05-29 23:32:19 main:574] : INFO : Epoch 1857 | loss: 0.0310852 | val_loss: 0.0311248 | Time: 2338.02 ms [2021-05-29 23:32:21 main:574] : INFO : Epoch 1858 | loss: 0.0310853 | val_loss: 0.0311224 | Time: 2339.76 ms [2021-05-29 23:32:23 main:574] : INFO : Epoch 1859 | loss: 0.0310852 | val_loss: 0.0311247 | Time: 2333.29 ms [2021-05-29 23:32:26 main:574] : INFO : Epoch 1860 | loss: 0.0310862 | val_loss: 0.0311214 | Time: 2340.25 ms [2021-05-29 23:32:28 main:574] : INFO : Epoch 1861 | loss: 0.0310849 | val_loss: 0.031125 | Time: 2334.78 ms [2021-05-29 23:32:30 main:574] : INFO : Epoch 1862 | loss: 0.0310828 | val_loss: 0.0311213 | Time: 2335.71 ms [2021-05-29 23:32:33 main:574] : INFO : Epoch 1863 | loss: 0.0310829 | val_loss: 0.0311258 | Time: 2335.8 ms [2021-05-29 23:32:35 main:574] : INFO : Epoch 1864 | loss: 0.0310826 | val_loss: 0.0311291 | Time: 2336.28 ms [2021-05-29 23:32:37 main:574] : INFO : Epoch 1865 | loss: 0.0310885 | val_loss: 0.0311277 | Time: 2342.37 ms [2021-05-29 23:32:40 main:574] : INFO : Epoch 1866 | loss: 0.0310913 | val_loss: 0.0311298 | Time: 2325.4 ms [2021-05-29 23:32:42 main:574] : INFO : Epoch 1867 | loss: 0.0310944 | val_loss: 0.0311271 | Time: 2333.56 ms [2021-05-29 23:32:44 main:574] : INFO : Epoch 1868 | loss: 0.0311019 | val_loss: 0.0311267 | Time: 2339.24 ms [2021-05-29 23:32:47 main:574] : INFO : Epoch 1869 | loss: 0.0310988 | val_loss: 0.0311293 | Time: 2331.24 ms [2021-05-29 23:32:49 main:574] : INFO : Epoch 1870 | loss: 0.031095 | val_loss: 0.0311228 | Time: 2338.81 ms [2021-05-29 23:32:51 main:574] : INFO : Epoch 1871 | loss: 0.0310899 | val_loss: 0.031123 | Time: 2339.48 ms [2021-05-29 23:32:54 main:574] : INFO : Epoch 1872 | loss: 0.0310865 | val_loss: 0.0311226 | Time: 2337.85 ms [2021-05-29 23:32:56 main:574] : INFO : Epoch 1873 | loss: 0.0310864 | val_loss: 0.0311226 | Time: 2337.91 ms [2021-05-29 23:32:59 main:574] : INFO : Epoch 1874 | loss: 0.031086 | val_loss: 0.031125 | Time: 2344.69 ms [2021-05-29 23:33:01 main:574] : INFO : Epoch 1875 | loss: 0.0310874 | val_loss: 0.0311241 | Time: 2355.45 ms [2021-05-29 23:33:03 main:574] : INFO : Epoch 1876 | loss: 0.0310909 | val_loss: 0.0311285 | Time: 2342.01 ms [2021-05-29 23:33:06 main:574] : INFO : Epoch 1877 | loss: 0.0311074 | val_loss: 0.0311296 | Time: 2349.64 ms [2021-05-29 23:33:08 main:574] : INFO : Epoch 1878 | loss: 0.0311048 | val_loss: 0.0311253 | Time: 2302.97 ms [2021-05-29 23:33:10 main:574] : INFO : Epoch 1879 | loss: 0.0310963 | val_loss: 0.0311252 | Time: 2299.41 ms [2021-05-29 23:33:13 main:574] : INFO : Epoch 1880 | loss: 0.0311102 | val_loss: 0.0311294 | Time: 2309.15 ms [2021-05-29 23:33:15 main:574] : INFO : Epoch 1881 | loss: 0.0311118 | val_loss: 0.0311295 | Time: 2318.42 ms [2021-05-29 23:33:17 main:574] : INFO : Epoch 1882 | loss: 0.0311058 | val_loss: 0.0311224 | Time: 2318.53 ms [2021-05-29 23:33:20 main:574] : INFO : Epoch 1883 | loss: 0.0311001 | val_loss: 0.0311259 | Time: 2317.1 ms [2021-05-29 23:33:22 main:574] : INFO : Epoch 1884 | loss: 0.0311069 | val_loss: 0.0311263 | Time: 2308.22 ms [2021-05-29 23:33:24 main:574] : INFO : Epoch 1885 | loss: 0.0310995 | val_loss: 0.0311261 | Time: 2308.87 ms [2021-05-29 23:33:27 main:574] : INFO : Epoch 1886 | loss: 0.0310949 | val_loss: 0.0311238 | Time: 2517.03 ms [2021-05-29 23:33:29 main:574] : INFO : Epoch 1887 | loss: 0.0310912 | val_loss: 0.0311232 | Time: 2557.76 ms [2021-05-29 23:33:32 main:574] : INFO : Epoch 1888 | loss: 0.0310908 | val_loss: 0.0311286 | Time: 2591.3 ms [2021-05-29 23:33:35 main:574] : INFO : Epoch 1889 | loss: 0.0310915 | val_loss: 0.0311217 | Time: 2615.04 ms [2021-05-29 23:33:37 main:574] : INFO : Epoch 1890 | loss: 0.0310901 | val_loss: 0.0311265 | Time: 2547.44 ms [2021-05-29 23:33:40 main:574] : INFO : Epoch 1891 | loss: 0.0310886 | val_loss: 0.0311249 | Time: 2429.91 ms [2021-05-29 23:33:42 main:574] : INFO : Epoch 1892 | loss: 0.0310898 | val_loss: 0.0311242 | Time: 2837.57 ms [2021-05-29 23:33:46 main:574] : INFO : Epoch 1893 | loss: 0.0310867 | val_loss: 0.0311226 | Time: 3160.18 ms [2021-05-29 23:33:49 main:574] : INFO : Epoch 1894 | loss: 0.0310856 | val_loss: 0.0311228 | Time: 3303.87 ms [2021-05-29 23:33:52 main:574] : INFO : Epoch 1895 | loss: 0.0310865 | val_loss: 0.0311241 | Time: 3255.81 ms [2021-05-29 23:33:56 main:574] : INFO : Epoch 1896 | loss: 0.0310857 | val_loss: 0.0311235 | Time: 3298.13 ms [2021-05-29 23:33:59 main:574] : INFO : Epoch 1897 | loss: 0.031086 | val_loss: 0.031125 | Time: 3399.45 ms [2021-05-29 23:34:03 main:574] : INFO : Epoch 1898 | loss: 0.0310858 | val_loss: 0.0311263 | Time: 3358.59 ms [2021-05-29 23:34:06 main:574] : INFO : Epoch 1899 | loss: 0.0310862 | val_loss: 0.0311278 | Time: 3550.64 ms [2021-05-29 23:34:10 main:574] : INFO : Epoch 1900 | loss: 0.0310861 | val_loss: 0.0311262 | Time: 3415.81 ms [2021-05-29 23:34:13 main:574] : INFO : Epoch 1901 | loss: 0.0310852 | val_loss: 0.0311263 | Time: 3427.02 ms [2021-05-29 23:34:17 main:574] : INFO : Epoch 1902 | loss: 0.0310844 | val_loss: 0.0311287 | Time: 3549.53 ms [2021-05-29 23:34:20 main:574] : INFO : Epoch 1903 | loss: 0.031084 | val_loss: 0.031128 | Time: 3542.5 ms [2021-05-29 23:34:24 main:574] : INFO : Epoch 1904 | loss: 0.0310843 | val_loss: 0.0311307 | Time: 3502.61 ms [2021-05-29 23:34:27 main:574] : INFO : Epoch 1905 | loss: 0.0310835 | val_loss: 0.0311306 | Time: 3412.11 ms [2021-05-29 23:34:31 main:574] : INFO : Epoch 1906 | loss: 0.0310865 | val_loss: 0.0311304 | Time: 3537.04 ms [2021-05-29 23:34:35 main:574] : INFO : Epoch 1907 | loss: 0.0310869 | val_loss: 0.0311228 | Time: 3553.84 ms [2021-05-29 23:34:38 main:574] : INFO : Epoch 1908 | loss: 0.0310844 | val_loss: 0.0311278 | Time: 3479.35 ms [2021-05-29 23:34:42 main:574] : INFO : Epoch 1909 | loss: 0.031083 | val_loss: 0.0311261 | Time: 3474.3 ms [2021-05-29 23:34:45 main:574] : INFO : Epoch 1910 | loss: 0.031083 | val_loss: 0.0311269 | Time: 3700.84 ms [2021-05-29 23:34:49 main:574] : INFO : Epoch 1911 | loss: 0.0310879 | val_loss: 0.0311285 | Time: 3504.53 ms [2021-05-29 23:34:52 main:574] : INFO : Epoch 1912 | loss: 0.0310914 | val_loss: 0.0311251 | Time: 3427.65 ms [2021-05-29 23:34:56 main:574] : INFO : Epoch 1913 | loss: 0.0310918 | val_loss: 0.0311306 | Time: 3370.53 ms [2021-05-29 23:34:59 main:574] : INFO : Epoch 1914 | loss: 0.031091 | val_loss: 0.0311291 | Time: 3407.84 ms [2021-05-29 23:35:03 main:574] : INFO : Epoch 1915 | loss: 0.0310852 | val_loss: 0.0311268 | Time: 3445.96 ms [2021-05-29 23:35:06 main:574] : INFO : Epoch 1916 | loss: 0.0310844 | val_loss: 0.0311219 | Time: 3471.66 ms [2021-05-29 23:35:10 main:574] : INFO : Epoch 1917 | loss: 0.0310865 | val_loss: 0.0311262 | Time: 3443.9 ms [2021-05-29 23:35:14 main:574] : INFO : Epoch 1918 | loss: 0.0310841 | val_loss: 0.0311272 | Time: 3693.45 ms [2021-05-29 23:35:18 main:574] : INFO : Epoch 1919 | loss: 0.0310847 | val_loss: 0.0311237 | Time: 3754.47 ms [2021-05-29 23:35:21 main:574] : INFO : Epoch 1920 | loss: 0.0310892 | val_loss: 0.0311325 | Time: 3576.66 ms [2021-05-29 23:35:25 main:574] : INFO : Epoch 1921 | loss: 0.0310871 | val_loss: 0.031124 | Time: 3621.22 ms [2021-05-29 23:35:29 main:574] : INFO : Epoch 1922 | loss: 0.0310845 | val_loss: 0.0311298 | Time: 3684.39 ms [2021-05-29 23:35:32 main:574] : INFO : Epoch 1923 | loss: 0.0310847 | val_loss: 0.0311315 | Time: 3581.31 ms [2021-05-29 23:35:36 main:574] : INFO : Epoch 1924 | loss: 0.0310847 | val_loss: 0.0311288 | Time: 3800.41 ms [2021-05-29 23:35:40 main:574] : INFO : Epoch 1925 | loss: 0.0310844 | val_loss: 0.0311297 | Time: 3618.49 ms [2021-05-29 23:35:43 main:574] : INFO : Epoch 1926 | loss: 0.0310821 | val_loss: 0.0311252 | Time: 3582.65 ms [2021-05-29 23:35:47 main:574] : INFO : Epoch 1927 | loss: 0.0310812 | val_loss: 0.0311268 | Time: 3805.63 ms [2021-05-29 23:35:51 main:574] : INFO : Epoch 1928 | loss: 0.0310813 | val_loss: 0.0311248 | Time: 3983.17 ms [2021-05-29 23:35:55 main:574] : INFO : Epoch 1929 | loss: 0.031084 | val_loss: 0.0311219 | Time: 3579.22 ms [2021-05-29 23:35:59 main:574] : INFO : Epoch 1930 | loss: 0.0310907 | val_loss: 0.0311266 | Time: 3665.16 ms [2021-05-29 23:36:03 main:574] : INFO : Epoch 1931 | loss: 0.0310952 | val_loss: 0.0311222 | Time: 3838.51 ms [2021-05-29 23:36:06 main:574] : INFO : Epoch 1932 | loss: 0.0310936 | val_loss: 0.0311225 | Time: 3592.84 ms [2021-05-29 23:36:10 main:574] : INFO : Epoch 1933 | loss: 0.0310926 | val_loss: 0.0311218 | Time: 3762.68 ms [2021-05-29 23:36:14 main:574] : INFO : Epoch 1934 | loss: 0.0310908 | val_loss: 0.0311212 | Time: 3728.08 ms [2021-05-29 23:36:18 main:574] : INFO : Epoch 1935 | loss: 0.0310933 | val_loss: 0.0311264 | Time: 3573.97 ms [2021-05-29 23:36:21 main:574] : INFO : Epoch 1936 | loss: 0.0310919 | val_loss: 0.0311385 | Time: 3621.12 ms [2021-05-29 23:36:25 main:574] : INFO : Epoch 1937 | loss: 0.0311231 | val_loss: 0.0311957 | Time: 3664.74 ms [2021-05-29 23:36:29 main:574] : INFO : Epoch 1938 | loss: 0.0311655 | val_loss: 0.0311489 | Time: 3584.97 ms [2021-05-29 23:36:33 main:574] : INFO : Epoch 1939 | loss: 0.0311153 | val_loss: 0.0311239 | Time: 3733.18 ms [2021-05-29 23:36:36 main:574] : INFO : Epoch 1940 | loss: 0.0310988 | val_loss: 0.0311194 | Time: 3543.65 ms [2021-05-29 23:36:40 main:574] : INFO : Epoch 1941 | loss: 0.0310952 | val_loss: 0.0311195 | Time: 3867.5 ms [2021-05-29 23:36:44 main:574] : INFO : Epoch 1942 | loss: 0.0310938 | val_loss: 0.0311188 | Time: 3674.02 ms [2021-05-29 23:36:48 main:574] : INFO : Epoch 1943 | loss: 0.0310914 | val_loss: 0.0311219 | Time: 3662.81 ms [2021-05-29 23:36:51 main:574] : INFO : Epoch 1944 | loss: 0.0310891 | val_loss: 0.0311196 | Time: 3732.16 ms [2021-05-29 23:36:55 main:574] : INFO : Epoch 1945 | loss: 0.0310904 | val_loss: 0.0311245 | Time: 3918.43 ms [2021-05-29 23:36:59 main:574] : INFO : Epoch 1946 | loss: 0.0311014 | val_loss: 0.0311208 | Time: 3669.49 ms [2021-05-29 23:37:03 main:574] : INFO : Epoch 1947 | loss: 0.0310955 | val_loss: 0.0311209 | Time: 3633.71 ms [2021-05-29 23:37:06 main:574] : INFO : Epoch 1948 | loss: 0.0310911 | val_loss: 0.0311214 | Time: 3586.62 ms [2021-05-29 23:37:10 main:574] : INFO : Epoch 1949 | loss: 0.0310886 | val_loss: 0.0311211 | Time: 3632.98 ms [2021-05-29 23:37:14 main:574] : INFO : Epoch 1950 | loss: 0.0310855 | val_loss: 0.0311199 | Time: 3615.47 ms [2021-05-29 23:37:17 main:574] : INFO : Epoch 1951 | loss: 0.0310839 | val_loss: 0.0311205 | Time: 3614.61 ms [2021-05-29 23:37:21 main:574] : INFO : Epoch 1952 | loss: 0.0310851 | val_loss: 0.0311282 | Time: 3580.78 ms [2021-05-29 23:37:25 main:574] : INFO : Epoch 1953 | loss: 0.0310867 | val_loss: 0.0311199 | Time: 3815.39 ms [2021-05-29 23:37:29 main:574] : INFO : Epoch 1954 | loss: 0.0310839 | val_loss: 0.0311225 | Time: 3625.94 ms [2021-05-29 23:37:33 main:574] : INFO : Epoch 1955 | loss: 0.0310828 | val_loss: 0.0311232 | Time: 3784.89 ms [2021-05-29 23:37:36 main:574] : INFO : Epoch 1956 | loss: 0.0310809 | val_loss: 0.0311193 | Time: 3635.47 ms [2021-05-29 23:37:40 main:574] : INFO : Epoch 1957 | loss: 0.0310839 | val_loss: 0.0311218 | Time: 3897.07 ms [2021-05-29 23:37:44 main:574] : INFO : Epoch 1958 | loss: 0.0310842 | val_loss: 0.0311252 | Time: 3891.54 ms [2021-05-29 23:37:48 main:574] : INFO : Epoch 1959 | loss: 0.0310923 | val_loss: 0.0311293 | Time: 3687.72 ms [2021-05-29 23:37:52 main:574] : INFO : Epoch 1960 | loss: 0.0310911 | val_loss: 0.0311228 | Time: 3759.98 ms [2021-05-29 23:37:55 main:574] : INFO : Epoch 1961 | loss: 0.0310864 | val_loss: 0.0311236 | Time: 3623.82 ms [2021-05-29 23:37:59 main:574] : INFO : Epoch 1962 | loss: 0.0310874 | val_loss: 0.031118 | Time: 3628.78 ms [2021-05-29 23:38:03 main:574] : INFO : Epoch 1963 | loss: 0.0310853 | val_loss: 0.0311209 | Time: 3719.45 ms [2021-05-29 23:38:07 main:574] : INFO : Epoch 1964 | loss: 0.0310856 | val_loss: 0.0311212 | Time: 3639.29 ms [2021-05-29 23:38:10 main:574] : INFO : Epoch 1965 | loss: 0.0310831 | val_loss: 0.0311198 | Time: 3661.09 ms [2021-05-29 23:38:14 main:574] : INFO : Epoch 1966 | loss: 0.0310855 | val_loss: 0.0311228 | Time: 3759.16 ms [2021-05-29 23:38:18 main:574] : INFO : Epoch 1967 | loss: 0.031083 | val_loss: 0.0311179 | Time: 3921.11 ms [2021-05-29 23:38:22 main:574] : INFO : Epoch 1968 | loss: 0.0310829 | val_loss: 0.0311194 | Time: 3679.71 ms [2021-05-29 23:38:26 main:574] : INFO : Epoch 1969 | loss: 0.0310813 | val_loss: 0.0311219 | Time: 3648.81 ms [2021-05-29 23:38:29 main:574] : INFO : Epoch 1970 | loss: 0.0310837 | val_loss: 0.0311223 | Time: 3534.09 ms [2021-05-29 23:38:33 main:574] : INFO : Epoch 1971 | loss: 0.0310919 | val_loss: 0.0311214 | Time: 3507.51 ms [2021-05-29 23:38:37 main:574] : INFO : Epoch 1972 | loss: 0.0310893 | val_loss: 0.0311291 | Time: 3726.38 ms [2021-05-29 23:38:40 main:574] : INFO : Epoch 1973 | loss: 0.0310908 | val_loss: 0.0311247 | Time: 3686.06 ms [2021-05-29 23:38:44 main:574] : INFO : Epoch 1974 | loss: 0.0310878 | val_loss: 0.0311232 | Time: 3591.73 ms [2021-05-29 23:38:48 main:574] : INFO : Epoch 1975 | loss: 0.0310847 | val_loss: 0.0311209 | Time: 3631.01 ms [2021-05-29 23:38:51 main:574] : INFO : Epoch 1976 | loss: 0.0310839 | val_loss: 0.0311192 | Time: 3449.94 ms [2021-05-29 23:38:55 main:574] : INFO : Epoch 1977 | loss: 0.0310805 | val_loss: 0.03112 | Time: 3451.33 ms [2021-05-29 23:38:58 main:574] : INFO : Epoch 1978 | loss: 0.0310787 | val_loss: 0.0311197 | Time: 3529.88 ms [2021-05-29 23:39:02 main:574] : INFO : Epoch 1979 | loss: 0.0310815 | val_loss: 0.0311206 | Time: 3625.23 ms [2021-05-29 23:39:06 main:574] : INFO : Epoch 1980 | loss: 0.0310809 | val_loss: 0.0311206 | Time: 3870.32 ms [2021-05-29 23:39:10 main:574] : INFO : Epoch 1981 | loss: 0.0310818 | val_loss: 0.031122 | Time: 3723.5 ms [2021-05-29 23:39:13 main:574] : INFO : Epoch 1982 | loss: 0.031081 | val_loss: 0.031126 | Time: 3616.02 ms [2021-05-29 23:39:17 main:574] : INFO : Epoch 1983 | loss: 0.031081 | val_loss: 0.0311265 | Time: 3819.06 ms [2021-05-29 23:39:21 main:574] : INFO : Epoch 1984 | loss: 0.0310841 | val_loss: 0.0311261 | Time: 3594.99 ms [2021-05-29 23:39:25 main:574] : INFO : Epoch 1985 | loss: 0.0310872 | val_loss: 0.031127 | Time: 3720.05 ms [2021-05-29 23:39:29 main:574] : INFO : Epoch 1986 | loss: 0.0310827 | val_loss: 0.0311269 | Time: 3761.54 ms [2021-05-29 23:39:33 main:574] : INFO : Epoch 1987 | loss: 0.031086 | val_loss: 0.0311258 | Time: 3884.46 ms [2021-05-29 23:39:37 main:574] : INFO : Epoch 1988 | loss: 0.0310834 | val_loss: 0.0311227 | Time: 3857.45 ms [2021-05-29 23:39:40 main:574] : INFO : Epoch 1989 | loss: 0.0310837 | val_loss: 0.0311306 | Time: 3795.71 ms [2021-05-29 23:39:44 main:574] : INFO : Epoch 1990 | loss: 0.0311012 | val_loss: 0.0311257 | Time: 3617.06 ms [2021-05-29 23:39:48 main:574] : INFO : Epoch 1991 | loss: 0.031109 | val_loss: 0.031128 | Time: 3577.81 ms [2021-05-29 23:39:51 main:574] : INFO : Epoch 1992 | loss: 0.0311006 | val_loss: 0.0311265 | Time: 3692.89 ms [2021-05-29 23:39:55 main:574] : INFO : Epoch 1993 | loss: 0.0310952 | val_loss: 0.0311258 | Time: 3749.07 ms [2021-05-29 23:39:59 main:574] : INFO : Epoch 1994 | loss: 0.0310919 | val_loss: 0.0311226 | Time: 3607.36 ms [2021-05-29 23:40:03 main:574] : INFO : Epoch 1995 | loss: 0.0310877 | val_loss: 0.0311223 | Time: 3715.48 ms [2021-05-29 23:40:07 main:574] : INFO : Epoch 1996 | loss: 0.0310865 | val_loss: 0.031126 | Time: 3838.49 ms [2021-05-29 23:40:10 main:574] : INFO : Epoch 1997 | loss: 0.0310851 | val_loss: 0.0311222 | Time: 3774.39 ms [2021-05-29 23:40:14 main:574] : INFO : Epoch 1998 | loss: 0.0310835 | val_loss: 0.0311247 | Time: 3770.05 ms [2021-05-29 23:40:18 main:574] : INFO : Epoch 1999 | loss: 0.031084 | val_loss: 0.0311256 | Time: 3792.41 ms [2021-05-29 23:40:22 main:574] : INFO : Epoch 2000 | loss: 0.0310853 | val_loss: 0.0311269 | Time: 3745.29 ms [2021-05-29 23:40:26 main:574] : INFO : Epoch 2001 | loss: 0.031089 | val_loss: 0.0311267 | Time: 3589.68 ms [2021-05-29 23:40:30 main:574] : INFO : Epoch 2002 | loss: 0.0310871 | val_loss: 0.0311266 | Time: 3994.62 ms [2021-05-29 23:40:34 main:574] : INFO : Epoch 2003 | loss: 0.0310925 | val_loss: 0.0311246 | Time: 3851.37 ms [2021-05-29 23:40:38 main:574] : INFO : Epoch 2004 | loss: 0.0310848 | val_loss: 0.0311326 | Time: 3794.35 ms [2021-05-29 23:40:41 main:574] : INFO : Epoch 2005 | loss: 0.031084 | val_loss: 0.0311219 | Time: 3839.64 ms [2021-05-29 23:40:45 main:574] : INFO : Epoch 2006 | loss: 0.0310831 | val_loss: 0.0311241 | Time: 3771.75 ms [2021-05-29 23:40:49 main:574] : INFO : Epoch 2007 | loss: 0.0310815 | val_loss: 0.0311223 | Time: 3626.82 ms [2021-05-29 23:40:53 main:574] : INFO : Epoch 2008 | loss: 0.0310813 | val_loss: 0.0311212 | Time: 3841.48 ms [2021-05-29 23:40:57 main:574] : INFO : Epoch 2009 | loss: 0.0310835 | val_loss: 0.0311219 | Time: 3834.48 ms [2021-05-29 23:41:01 main:574] : INFO : Epoch 2010 | loss: 0.0310839 | val_loss: 0.0311162 | Time: 3730.5 ms [2021-05-29 23:41:04 main:574] : INFO : Epoch 2011 | loss: 0.0310822 | val_loss: 0.0311208 | Time: 3836.22 ms [2021-05-29 23:41:08 main:574] : INFO : Epoch 2012 | loss: 0.0310804 | val_loss: 0.031121 | Time: 3963.4 ms [2021-05-29 23:41:12 main:574] : INFO : Epoch 2013 | loss: 0.0310793 | val_loss: 0.0311206 | Time: 3853.26 ms [2021-05-29 23:41:16 main:574] : INFO : Epoch 2014 | loss: 0.0310796 | val_loss: 0.0311212 | Time: 3698.32 ms [2021-05-29 23:41:20 main:574] : INFO : Epoch 2015 | loss: 0.031081 | val_loss: 0.0311225 | Time: 3616.09 ms [2021-05-29 23:41:24 main:574] : INFO : Epoch 2016 | loss: 0.0310829 | val_loss: 0.0311198 | Time: 3946.18 ms [2021-05-29 23:41:28 main:574] : INFO : Epoch 2017 | loss: 0.0310825 | val_loss: 0.0311222 | Time: 3613.66 ms [2021-05-29 23:41:31 main:574] : INFO : Epoch 2018 | loss: 0.0310803 | val_loss: 0.0311216 | Time: 3738.93 ms [2021-05-29 23:41:35 main:574] : INFO : Epoch 2019 | loss: 0.031078 | val_loss: 0.0311232 | Time: 3833.76 ms [2021-05-29 23:41:39 main:574] : INFO : Epoch 2020 | loss: 0.0310784 | val_loss: 0.0311229 | Time: 3474.12 ms [2021-05-29 23:41:43 main:574] : INFO : Epoch 2021 | loss: 0.0310778 | val_loss: 0.0311238 | Time: 3765.42 ms [2021-05-29 23:41:46 main:574] : INFO : Epoch 2022 | loss: 0.03108 | val_loss: 0.0311247 | Time: 3774.76 ms [2021-05-29 23:41:50 main:574] : INFO : Epoch 2023 | loss: 0.0310776 | val_loss: 0.0311263 | Time: 3601.19 ms [2021-05-29 23:41:54 main:574] : INFO : Epoch 2024 | loss: 0.0310786 | val_loss: 0.031123 | Time: 3863.69 ms [2021-05-29 23:41:58 main:574] : INFO : Epoch 2025 | loss: 0.0310798 | val_loss: 0.0311207 | Time: 3837.84 ms [2021-05-29 23:42:02 main:574] : INFO : Epoch 2026 | loss: 0.0310796 | val_loss: 0.0311207 | Time: 3762.97 ms [2021-05-29 23:42:06 main:574] : INFO : Epoch 2027 | loss: 0.0310781 | val_loss: 0.0311232 | Time: 4045.23 ms [2021-05-29 23:42:10 main:574] : INFO : Epoch 2028 | loss: 0.0310897 | val_loss: 0.0311291 | Time: 3840.24 ms [2021-05-29 23:42:14 main:574] : INFO : Epoch 2029 | loss: 0.0310846 | val_loss: 0.0311269 | Time: 3863.92 ms [2021-05-29 23:42:18 main:574] : INFO : Epoch 2030 | loss: 0.0310814 | val_loss: 0.0311219 | Time: 3726.75 ms [2021-05-29 23:42:22 main:574] : INFO : Epoch 2031 | loss: 0.0310783 | val_loss: 0.0311211 | Time: 3908.33 ms [2021-05-29 23:42:26 main:574] : INFO : Epoch 2032 | loss: 0.0310778 | val_loss: 0.0311252 | Time: 3923.54 ms [2021-05-29 23:42:29 main:574] : INFO : Epoch 2033 | loss: 0.0310877 | val_loss: 0.0311572 | Time: 3824.24 ms [2021-05-29 23:42:34 main:574] : INFO : Epoch 2034 | loss: 0.0311792 | val_loss: 0.0311806 | Time: 4004.38 ms [2021-05-29 23:42:38 main:574] : INFO : Epoch 2035 | loss: 0.0311932 | val_loss: 0.0311885 | Time: 3969.65 ms [2021-05-29 23:42:41 main:574] : INFO : Epoch 2036 | loss: 0.0311769 | val_loss: 0.0311822 | Time: 3759.52 ms [2021-05-29 23:42:45 main:574] : INFO : Epoch 2037 | loss: 0.0311742 | val_loss: 0.0311754 | Time: 3542 ms [2021-05-29 23:42:49 main:574] : INFO : Epoch 2038 | loss: 0.03117 | val_loss: 0.0311641 | Time: 3671.88 ms [2021-05-29 23:42:52 main:574] : INFO : Epoch 2039 | loss: 0.0311639 | val_loss: 0.0311626 | Time: 3529.75 ms [2021-05-29 23:42:56 main:574] : INFO : Epoch 2040 | loss: 0.0311613 | val_loss: 0.0311629 | Time: 3511.78 ms [2021-05-29 23:43:00 main:574] : INFO : Epoch 2041 | loss: 0.0311596 | val_loss: 0.0311617 | Time: 3767.99 ms [2021-05-29 23:43:04 main:574] : INFO : Epoch 2042 | loss: 0.0311583 | val_loss: 0.0311626 | Time: 3874.09 ms [2021-05-29 23:43:07 main:574] : INFO : Epoch 2043 | loss: 0.0311572 | val_loss: 0.0311595 | Time: 3765.41 ms [2021-05-29 23:43:11 main:574] : INFO : Epoch 2044 | loss: 0.0311555 | val_loss: 0.031158 | Time: 3649.56 ms [2021-05-29 23:43:15 main:574] : INFO : Epoch 2045 | loss: 0.0311556 | val_loss: 0.0311573 | Time: 4041.81 ms [2021-05-29 23:43:19 main:574] : INFO : Epoch 2046 | loss: 0.0311545 | val_loss: 0.0311591 | Time: 4021.44 ms [2021-05-29 23:43:23 main:574] : INFO : Epoch 2047 | loss: 0.0311547 | val_loss: 0.0311596 | Time: 3895.55 ms [2021-05-29 23:43:27 main:574] : INFO : Epoch 2048 | loss: 0.0311554 | val_loss: 0.0311574 | Time: 3912.21 ms [2021-05-29 23:43:27 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311574 [2021-05-29 23:43:27 main:603] : INFO : Saving end state to config to file [2021-05-29 23:43:27 main:608] : INFO : Success, exiting.. 23:43:27 (3800): 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)