Task 14151718
| Name | ParityModified-1647040926-9998-2-0_1 |
| Workunit | 10834885 |
| Created | 31 Mar 2022, 17:42:59 UTC |
| Sent | 31 Mar 2022, 18:42:54 UTC |
| Report deadline | 8 Apr 2022, 18:42:54 UTC |
| Received | 2 Apr 2022, 16:19:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8158 |
| Run time | 3 hours 46 min 59 sec |
| CPU time | 3 hours 36 min 11 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 13,453.15 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> -04-02 17:21:11 main:574] : INFO : Epoch 1573 | loss: 0.0311125 | val_loss: 0.0311435 | Time: 3094.02 ms [2022-04-02 17:21:14 main:574] : INFO : Epoch 1574 | loss: 0.0311137 | val_loss: 0.0311436 | Time: 2975.1 ms [2022-04-02 17:21:17 main:574] : INFO : Epoch 1575 | loss: 0.0311144 | val_loss: 0.0311422 | Time: 3019.4 ms [2022-04-02 17:21:20 main:574] : INFO : Epoch 1576 | loss: 0.0311139 | val_loss: 0.0311487 | Time: 3043.2 ms [2022-04-02 17:21:23 main:574] : INFO : Epoch 1577 | loss: 0.0311154 | val_loss: 0.0311415 | Time: 3198.89 ms [2022-04-02 17:21:26 main:574] : INFO : Epoch 1578 | loss: 0.031117 | val_loss: 0.0311448 | Time: 3076.74 ms [2022-04-02 17:21:29 main:574] : INFO : Epoch 1579 | loss: 0.0311152 | val_loss: 0.0311475 | Time: 3314.97 ms [2022-04-02 17:21:32 main:574] : INFO : Epoch 1580 | loss: 0.0311151 | val_loss: 0.031145 | Time: 3073.08 ms [2022-04-02 17:21:36 main:574] : INFO : Epoch 1581 | loss: 0.031116 | val_loss: 0.0311467 | Time: 2993.53 ms [2022-04-02 17:21:39 main:574] : INFO : Epoch 1582 | loss: 0.0311145 | val_loss: 0.0311468 | Time: 3074.47 ms [2022-04-02 17:21:42 main:574] : INFO : Epoch 1583 | loss: 0.031114 | val_loss: 0.0311443 | Time: 3098.59 ms [2022-04-02 17:21:45 main:574] : INFO : Epoch 1584 | loss: 0.0311144 | val_loss: 0.0311438 | Time: 3014.93 ms [2022-04-02 17:21:48 main:574] : INFO : Epoch 1585 | loss: 0.0311119 | val_loss: 0.0311456 | Time: 3163.61 ms [2022-04-02 17:21:51 main:574] : INFO : Epoch 1586 | loss: 0.0311117 | val_loss: 0.0311535 | Time: 3110.69 ms [2022-04-02 17:21:54 main:574] : INFO : Epoch 1587 | loss: 0.031116 | val_loss: 0.031144 | Time: 3072.66 ms [2022-04-02 17:21:57 main:574] : INFO : Epoch 1588 | loss: 0.0311132 | val_loss: 0.0311419 | Time: 2988.79 ms [2022-04-02 17:22:01 main:574] : INFO : Epoch 1589 | loss: 0.0311121 | val_loss: 0.0311438 | Time: 3232.89 ms [2022-04-02 17:22:04 main:574] : INFO : Epoch 1590 | loss: 0.0311102 | val_loss: 0.0311485 | Time: 3204.97 ms [2022-04-02 17:22:07 main:574] : INFO : Epoch 1591 | loss: 0.0311189 | val_loss: 0.0311424 | Time: 3287.13 ms [2022-04-02 17:22:10 main:574] : INFO : Epoch 1592 | loss: 0.0311185 | val_loss: 0.0311467 | Time: 3022.71 ms [2022-04-02 17:22:13 main:574] : INFO : Epoch 1593 | loss: 0.0311181 | val_loss: 0.031147 | Time: 3223.55 ms [2022-04-02 17:22:17 main:574] : INFO : Epoch 1594 | loss: 0.0311214 | val_loss: 0.0311559 | Time: 3069.08 ms [2022-04-02 17:22:20 main:574] : INFO : Epoch 1595 | loss: 0.0311241 | val_loss: 0.0311559 | Time: 3240.58 ms [2022-04-02 17:22:23 main:574] : INFO : Epoch 1596 | loss: 0.0311272 | val_loss: 0.0311495 | Time: 2906.76 ms [2022-04-02 17:22:26 main:574] : INFO : Epoch 1597 | loss: 0.0311258 | val_loss: 0.0311473 | Time: 3056.3 ms [2022-04-02 17:22:29 main:574] : INFO : Epoch 1598 | loss: 0.031124 | val_loss: 0.0311536 | Time: 3145.06 ms [2022-04-02 17:22:32 main:574] : INFO : Epoch 1599 | loss: 0.0311317 | val_loss: 0.0311662 | Time: 3083.17 ms [2022-04-02 17:22:36 main:574] : INFO : Epoch 1600 | loss: 0.0311316 | val_loss: 0.0311537 | Time: 3295.05 ms [2022-04-02 17:22:39 main:574] : INFO : Epoch 1601 | loss: 0.0311279 | val_loss: 0.0311521 | Time: 3135.83 ms [2022-04-02 17:22:42 main:574] : INFO : Epoch 1602 | loss: 0.0311237 | val_loss: 0.0311453 | Time: 3125.87 ms [2022-04-02 17:22:45 main:574] : INFO : Epoch 1603 | loss: 0.0311223 | val_loss: 0.0311479 | Time: 3095.44 ms [2022-04-02 17:22:48 main:574] : INFO : Epoch 1604 | loss: 0.0311225 | val_loss: 0.0311461 | Time: 2952.85 ms [2022-04-02 17:22:51 main:574] : INFO : Epoch 1605 | loss: 0.0311221 | val_loss: 0.0311508 | Time: 3180.46 ms [2022-04-02 17:22:54 main:574] : INFO : Epoch 1606 | loss: 0.0311208 | val_loss: 0.0311455 | Time: 2999.23 ms [2022-04-02 17:22:57 main:574] : INFO : Epoch 1607 | loss: 0.0311201 | val_loss: 0.0311489 | Time: 3142.63 ms [2022-04-02 17:23:01 main:574] : INFO : Epoch 1608 | loss: 0.0311178 | val_loss: 0.0311514 | Time: 3142.74 ms [2022-04-02 17:23:04 main:574] : INFO : Epoch 1609 | loss: 0.0311162 | val_loss: 0.0311477 | Time: 3110.75 ms [2022-04-02 17:23:07 main:574] : INFO : Epoch 1610 | loss: 0.0311181 | val_loss: 0.0311473 | Time: 3096.36 ms [2022-04-02 17:23:10 main:574] : INFO : Epoch 1611 | loss: 0.0311149 | val_loss: 0.0311485 | Time: 3165.84 ms [2022-04-02 17:23:13 main:574] : INFO : Epoch 1612 | loss: 0.0311135 | val_loss: 0.0311454 | Time: 3274.6 ms [2022-04-02 17:23:17 main:574] : INFO : Epoch 1613 | loss: 0.0311159 | val_loss: 0.0311431 | Time: 3888.02 ms [2022-04-02 17:23:21 main:574] : INFO : Epoch 1614 | loss: 0.0311211 | val_loss: 0.031148 | Time: 3800.28 ms [2022-04-02 17:23:25 main:574] : INFO : Epoch 1615 | loss: 0.0311263 | val_loss: 0.03115 | Time: 3783.67 ms [2022-04-02 17:23:29 main:574] : INFO : Epoch 1616 | loss: 0.0311302 | val_loss: 0.0311491 | Time: 3718.05 ms [2022-04-02 17:23:33 main:574] : INFO : Epoch 1617 | loss: 0.0311336 | val_loss: 0.031153 | Time: 3799.48 ms [2022-04-02 17:23:39 main:574] : INFO : Epoch 1618 | loss: 0.0311341 | val_loss: 0.0311458 | Time: 6141.53 ms [2022-04-02 17:23:48 main:574] : INFO : Epoch 1619 | loss: 0.0311298 | val_loss: 0.0311428 | Time: 8851.36 ms [2022-04-02 17:23:56 main:574] : INFO : Epoch 1620 | loss: 0.0311246 | val_loss: 0.0311454 | Time: 8768.78 ms [2022-04-02 17:24:05 main:574] : INFO : Epoch 1621 | loss: 0.0311213 | val_loss: 0.0311441 | Time: 8983.74 ms [2022-04-02 17:24:14 main:574] : INFO : Epoch 1622 | loss: 0.0311202 | val_loss: 0.0311454 | Time: 8906.64 ms [2022-04-02 17:24:23 main:574] : INFO : Epoch 1623 | loss: 0.0311181 | val_loss: 0.0311491 | Time: 9032.98 ms [2022-04-02 17:24:33 main:574] : INFO : Epoch 1624 | loss: 0.0311201 | val_loss: 0.0311463 | Time: 8976.82 ms [2022-04-02 17:24:41 main:574] : INFO : Epoch 1625 | loss: 0.0311238 | val_loss: 0.031157 | Time: 8832.72 ms [2022-04-02 17:24:50 main:574] : INFO : Epoch 1626 | loss: 0.0311208 | val_loss: 0.0311445 | Time: 8921.36 ms [2022-04-02 17:24:59 main:574] : INFO : Epoch 1627 | loss: 0.0311195 | val_loss: 0.031145 | Time: 8894 ms [2022-04-02 17:25:08 main:574] : INFO : Epoch 1628 | loss: 0.0311184 | val_loss: 0.0311488 | Time: 8973.19 ms [2022-04-02 17:25:17 main:574] : INFO : Epoch 1629 | loss: 0.0311174 | val_loss: 0.0311423 | Time: 9134.59 ms [2022-04-02 17:25:27 main:574] : INFO : Epoch 1630 | loss: 0.0311185 | val_loss: 0.0311463 | Time: 9076.43 ms [2022-04-02 17:25:35 main:574] : INFO : Epoch 1631 | loss: 0.0311168 | val_loss: 0.0311431 | Time: 8709.87 ms [2022-04-02 17:25:44 main:574] : INFO : Epoch 1632 | loss: 0.0311153 | val_loss: 0.0311441 | Time: 8789.75 ms [2022-04-02 17:25:53 main:574] : INFO : Epoch 1633 | loss: 0.0311148 | val_loss: 0.0311426 | Time: 8831.94 ms [2022-04-02 17:26:02 main:574] : INFO : Epoch 1634 | loss: 0.0311176 | val_loss: 0.0311457 | Time: 8911.49 ms [2022-04-02 17:26:11 main:574] : INFO : Epoch 1635 | loss: 0.0311171 | val_loss: 0.0311427 | Time: 9006.92 ms [2022-04-02 17:26:20 main:574] : INFO : Epoch 1636 | loss: 0.03112 | val_loss: 0.0311449 | Time: 8951.9 ms [2022-04-02 17:26:29 main:574] : INFO : Epoch 1637 | loss: 0.0311177 | val_loss: 0.0311438 | Time: 8878.1 ms [2022-04-02 17:26:38 main:574] : INFO : Epoch 1638 | loss: 0.0311149 | val_loss: 0.0311436 | Time: 8938.68 ms [2022-04-02 17:26:47 main:574] : INFO : Epoch 1639 | loss: 0.0311148 | val_loss: 0.0311438 | Time: 8980.23 ms [2022-04-02 17:26:56 main:574] : INFO : Epoch 1640 | loss: 0.0311164 | val_loss: 0.0311464 | Time: 9079.04 ms [2022-04-02 17:27:05 main:574] : INFO : Epoch 1641 | loss: 0.0311158 | val_loss: 0.0311443 | Time: 8872.66 ms [2022-04-02 17:27:14 main:574] : INFO : Epoch 1642 | loss: 0.0311121 | val_loss: 0.0311458 | Time: 8728.87 ms [2022-04-02 17:27:23 main:574] : INFO : Epoch 1643 | loss: 0.0311121 | val_loss: 0.0311456 | Time: 9084.49 ms [2022-04-02 17:27:32 main:574] : INFO : Epoch 1644 | loss: 0.0311125 | val_loss: 0.0311438 | Time: 8708.63 ms [2022-04-02 17:27:41 main:574] : INFO : Epoch 1645 | loss: 0.0311135 | val_loss: 0.0311496 | Time: 8969.1 ms [2022-04-02 17:27:50 main:574] : INFO : Epoch 1646 | loss: 0.0311116 | val_loss: 0.0311434 | Time: 8985.45 ms [2022-04-02 17:27:59 main:574] : INFO : Epoch 1647 | loss: 0.0311139 | val_loss: 0.031147 | Time: 9026.89 ms [2022-04-02 17:28:08 main:574] : INFO : Epoch 1648 | loss: 0.0311345 | val_loss: 0.031158 | Time: 8910.45 ms [2022-04-02 17:28:17 main:574] : INFO : Epoch 1649 | loss: 0.0311322 | val_loss: 0.0311522 | Time: 8810.39 ms [2022-04-02 17:28:25 main:574] : INFO : Epoch 1650 | loss: 0.0311269 | val_loss: 0.0311502 | Time: 8772.19 ms [2022-04-02 17:28:34 main:574] : INFO : Epoch 1651 | loss: 0.0311219 | val_loss: 0.0311487 | Time: 8479.26 ms [2022-04-02 17:28:43 main:574] : INFO : Epoch 1652 | loss: 0.0311231 | val_loss: 0.0311488 | Time: 8774.08 ms [2022-04-02 17:28:52 main:574] : INFO : Epoch 1653 | loss: 0.0311278 | val_loss: 0.0311512 | Time: 8885.82 ms [2022-04-02 17:29:01 main:574] : INFO : Epoch 1654 | loss: 0.0311281 | val_loss: 0.0311499 | Time: 8963.16 ms [2022-04-02 17:29:10 main:574] : INFO : Epoch 1655 | loss: 0.0311261 | val_loss: 0.0311545 | Time: 8974.61 ms [2022-04-02 17:29:18 main:574] : INFO : Epoch 1656 | loss: 0.0311243 | val_loss: 0.0311448 | Time: 8327.75 ms [2022-04-02 17:29:26 main:574] : INFO : Epoch 1657 | loss: 0.0311195 | val_loss: 0.0311438 | Time: 7869.85 ms [2022-04-02 17:29:35 main:574] : INFO : Epoch 1658 | loss: 0.0311184 | val_loss: 0.0311489 | Time: 9064.75 ms [2022-04-02 17:29:43 main:574] : INFO : Epoch 1659 | loss: 0.0311171 | val_loss: 0.0311455 | Time: 8095.73 ms [2022-04-02 17:29:52 main:574] : INFO : Epoch 1660 | loss: 0.0311177 | val_loss: 0.0311428 | Time: 8924.11 ms [2022-04-02 17:30:01 main:574] : INFO : Epoch 1661 | loss: 0.0311192 | val_loss: 0.0311426 | Time: 9037.85 ms [2022-04-02 17:30:10 main:574] : INFO : Epoch 1662 | loss: 0.0311207 | val_loss: 0.0311565 | Time: 9095.46 ms [2022-04-02 17:30:19 main:574] : INFO : Epoch 1663 | loss: 0.0311189 | val_loss: 0.0311419 | Time: 8906.53 ms [2022-04-02 17:30:28 main:574] : INFO : Epoch 1664 | loss: 0.031116 | val_loss: 0.0311458 | Time: 8735.28 ms [2022-04-02 17:30:37 main:574] : INFO : Epoch 1665 | loss: 0.0311173 | val_loss: 0.0311474 | Time: 8689.26 ms [2022-04-02 17:30:46 main:574] : INFO : Epoch 1666 | loss: 0.0311165 | val_loss: 0.0311465 | Time: 8749.3 ms [2022-04-02 17:30:55 main:574] : INFO : Epoch 1667 | loss: 0.0311143 | val_loss: 0.031143 | Time: 9050.33 ms [2022-04-02 17:31:04 main:574] : INFO : Epoch 1668 | loss: 0.0311141 | val_loss: 0.0311407 | Time: 8823.72 ms [2022-04-02 17:31:12 main:574] : INFO : Epoch 1669 | loss: 0.0311157 | val_loss: 0.0311444 | Time: 8804.41 ms [2022-04-02 17:31:21 main:574] : INFO : Epoch 1670 | loss: 0.0311202 | val_loss: 0.0311462 | Time: 8805.07 ms [2022-04-02 17:31:30 main:574] : INFO : Epoch 1671 | loss: 0.031116 | val_loss: 0.0311409 | Time: 9080.97 ms [2022-04-02 17:31:39 main:574] : INFO : Epoch 1672 | loss: 0.0311167 | val_loss: 0.0311458 | Time: 9015.36 ms [2022-04-02 17:31:48 main:574] : INFO : Epoch 1673 | loss: 0.031116 | val_loss: 0.0311431 | Time: 8892.41 ms [2022-04-02 17:31:58 main:574] : INFO : Epoch 1674 | loss: 0.0311161 | val_loss: 0.0311468 | Time: 9058.72 ms [2022-04-02 17:32:07 main:574] : INFO : Epoch 1675 | loss: 0.0311144 | val_loss: 0.0311424 | Time: 9013.87 ms [2022-04-02 17:32:16 main:574] : INFO : Epoch 1676 | loss: 0.0311132 | val_loss: 0.0311443 | Time: 8993.5 ms [2022-04-02 17:32:24 main:574] : INFO : Epoch 1677 | loss: 0.0311131 | val_loss: 0.031143 | Time: 8304.22 ms [2022-04-02 17:32:33 main:574] : INFO : Epoch 1678 | loss: 0.0311146 | val_loss: 0.0311416 | Time: 8950.74 ms [2022-04-02 17:32:42 main:574] : INFO : Epoch 1679 | loss: 0.0311149 | val_loss: 0.0311466 | Time: 9068.29 ms [2022-04-02 17:32:51 main:574] : INFO : Epoch 1680 | loss: 0.0311137 | val_loss: 0.0311462 | Time: 8610.21 ms [2022-04-02 17:33:00 main:574] : INFO : Epoch 1681 | loss: 0.0311186 | val_loss: 0.0311463 | Time: 8934.47 ms [2022-04-02 17:33:08 main:574] : INFO : Epoch 1682 | loss: 0.0311195 | val_loss: 0.0311432 | Time: 8676.11 ms [2022-04-02 17:33:17 main:574] : INFO : Epoch 1683 | loss: 0.0311166 | val_loss: 0.0311404 | Time: 8705.97 ms [2022-04-02 17:33:26 main:574] : INFO : Epoch 1684 | loss: 0.031114 | val_loss: 0.0311384 | Time: 8754.96 ms [2022-04-02 17:33:34 main:574] : INFO : Epoch 1685 | loss: 0.0311135 | val_loss: 0.0311395 | Time: 8565.04 ms [2022-04-02 17:33:43 main:574] : INFO : Epoch 1686 | loss: 0.0311179 | val_loss: 0.0311439 | Time: 8903.86 ms [2022-04-02 17:33:52 main:574] : INFO : Epoch 1687 | loss: 0.0311204 | val_loss: 0.0311435 | Time: 9013.48 ms [2022-04-02 17:34:01 main:574] : INFO : Epoch 1688 | loss: 0.0311172 | val_loss: 0.0311454 | Time: 8672 ms [2022-04-02 17:34:10 main:574] : INFO : Epoch 1689 | loss: 0.0311148 | val_loss: 0.0311421 | Time: 9033.4 ms [2022-04-02 17:34:19 main:574] : INFO : Epoch 1690 | loss: 0.0311151 | val_loss: 0.0311398 | Time: 8815.11 ms [2022-04-02 17:34:28 main:574] : INFO : Epoch 1691 | loss: 0.031115 | val_loss: 0.0311479 | Time: 8908.01 ms [2022-04-02 17:34:37 main:574] : INFO : Epoch 1692 | loss: 0.0311156 | val_loss: 0.0311412 | Time: 8916.95 ms [2022-04-02 17:34:46 main:574] : INFO : Epoch 1693 | loss: 0.0311127 | val_loss: 0.0311376 | Time: 8577.9 ms [2022-04-02 17:34:55 main:574] : INFO : Epoch 1694 | loss: 0.0311123 | val_loss: 0.0311376 | Time: 8921.45 ms [2022-04-02 17:35:03 main:574] : INFO : Epoch 1695 | loss: 0.0311144 | val_loss: 0.0311446 | Time: 8844.16 ms [2022-04-02 17:35:11 main:574] : INFO : Epoch 1696 | loss: 0.0311129 | val_loss: 0.0311427 | Time: 7270.51 ms [2022-04-02 17:35:20 main:574] : INFO : Epoch 1697 | loss: 0.0311141 | val_loss: 0.0311443 | Time: 8762.15 ms [2022-04-02 17:35:28 main:574] : INFO : Epoch 1698 | loss: 0.0311128 | val_loss: 0.0311365 | Time: 8754.29 ms [2022-04-02 17:35:37 main:574] : INFO : Epoch 1699 | loss: 0.0311121 | val_loss: 0.0311382 | Time: 8925.41 ms [2022-04-02 17:35:46 main:574] : INFO : Epoch 1700 | loss: 0.0311117 | val_loss: 0.0311403 | Time: 8679.67 ms [2022-04-02 17:35:55 main:574] : INFO : Epoch 1701 | loss: 0.031117 | val_loss: 0.0311388 | Time: 9024.94 ms [2022-04-02 17:36:03 main:574] : INFO : Epoch 1702 | loss: 0.0311136 | val_loss: 0.031137 | Time: 8332.07 ms [2022-04-02 17:36:13 main:574] : INFO : Epoch 1703 | loss: 0.0311129 | val_loss: 0.0311388 | Time: 9089.17 ms [2022-04-02 17:36:22 main:574] : INFO : Epoch 1704 | loss: 0.0311115 | val_loss: 0.0311373 | Time: 8921.7 ms [2022-04-02 17:36:31 main:574] : INFO : Epoch 1705 | loss: 0.0311114 | val_loss: 0.031138 | Time: 8917.2 ms [2022-04-02 17:36:39 main:574] : INFO : Epoch 1706 | loss: 0.0311097 | val_loss: 0.0311389 | Time: 8745.66 ms [2022-04-02 17:36:48 main:574] : INFO : Epoch 1707 | loss: 0.0311094 | val_loss: 0.0311396 | Time: 8995.86 ms [2022-04-02 17:36:57 main:574] : INFO : Epoch 1708 | loss: 0.0311097 | val_loss: 0.0311397 | Time: 8993.24 ms [2022-04-02 17:37:06 main:574] : INFO : Epoch 1709 | loss: 0.0311092 | val_loss: 0.0311387 | Time: 8944.32 ms [2022-04-02 17:37:15 main:574] : INFO : Epoch 1710 | loss: 0.0311096 | val_loss: 0.0311425 | Time: 8884.25 ms [2022-04-02 17:37:24 main:574] : INFO : Epoch 1711 | loss: 0.0311092 | val_loss: 0.0311402 | Time: 8977.75 ms [2022-04-02 17:37:33 main:574] : INFO : Epoch 1712 | loss: 0.0311104 | val_loss: 0.0311377 | Time: 8945.48 ms [2022-04-02 17:37:42 main:574] : INFO : Epoch 1713 | loss: 0.0311079 | val_loss: 0.0311415 | Time: 9053.56 ms [2022-04-02 17:37:51 main:574] : INFO : Epoch 1714 | loss: 0.0311108 | val_loss: 0.0311399 | Time: 9036.57 ms [2022-04-02 17:38:00 main:574] : INFO : Epoch 1715 | loss: 0.0311082 | val_loss: 0.0311398 | Time: 8885.75 ms [2022-04-02 17:38:09 main:574] : INFO : Epoch 1716 | loss: 0.0311064 | val_loss: 0.0311429 | Time: 8965.57 ms [2022-04-02 17:38:18 main:574] : INFO : Epoch 1717 | loss: 0.0311054 | val_loss: 0.0311411 | Time: 8975.6 ms [2022-04-02 17:38:27 main:574] : INFO : Epoch 1718 | loss: 0.0311053 | val_loss: 0.0311405 | Time: 8982.5 ms [2022-04-02 17:38:37 main:574] : INFO : Epoch 1719 | loss: 0.031105 | val_loss: 0.0311433 | Time: 9023.32 ms [2022-04-02 17:38:46 main:574] : INFO : Epoch 1720 | loss: 0.0311058 | val_loss: 0.031143 | Time: 8974.72 ms [2022-04-02 17:38:55 main:574] : INFO : Epoch 1721 | loss: 0.0311073 | val_loss: 0.0311423 | Time: 8988.46 ms [2022-04-02 17:39:03 main:574] : INFO : Epoch 1722 | loss: 0.0311109 | val_loss: 0.0311407 | Time: 8669.2 ms [2022-04-02 17:39:12 main:574] : INFO : Epoch 1723 | loss: 0.0311119 | val_loss: 0.0311385 | Time: 8879.47 ms [2022-04-02 17:39:21 main:574] : INFO : Epoch 1724 | loss: 0.0311133 | val_loss: 0.0311375 | Time: 8744.94 ms [2022-04-02 17:39:30 main:574] : INFO : Epoch 1725 | loss: 0.0311134 | val_loss: 0.0311371 | Time: 8678.94 ms [2022-04-02 17:39:38 main:574] : INFO : Epoch 1726 | loss: 0.0311124 | val_loss: 0.031137 | Time: 8780.07 ms [2022-04-02 17:39:48 main:574] : INFO : Epoch 1727 | loss: 0.0311113 | val_loss: 0.0311357 | Time: 8997.9 ms [2022-04-02 17:39:56 main:574] : INFO : Epoch 1728 | loss: 0.0311117 | val_loss: 0.0311374 | Time: 8839.97 ms [2022-04-02 17:40:05 main:574] : INFO : Epoch 1729 | loss: 0.0311087 | val_loss: 0.0311371 | Time: 8786.57 ms [2022-04-02 17:40:14 main:574] : INFO : Epoch 1730 | loss: 0.0311085 | val_loss: 0.0311389 | Time: 9048.95 ms [2022-04-02 17:40:23 main:574] : INFO : Epoch 1731 | loss: 0.0311102 | val_loss: 0.0311421 | Time: 9032.21 ms [2022-04-02 17:40:33 main:574] : INFO : Epoch 1732 | loss: 0.0311155 | val_loss: 0.0311416 | Time: 9142.64 ms [2022-04-02 17:40:42 main:574] : INFO : Epoch 1733 | loss: 0.031117 | val_loss: 0.0311409 | Time: 9019.51 ms [2022-04-02 17:40:50 main:574] : INFO : Epoch 1734 | loss: 0.0311129 | val_loss: 0.0311457 | Time: 8608.85 ms [2022-04-02 17:40:58 main:574] : INFO : Epoch 1735 | loss: 0.03111 | val_loss: 0.0311431 | Time: 7470.83 ms [2022-04-02 17:41:07 main:574] : INFO : Epoch 1736 | loss: 0.0311089 | val_loss: 0.0311414 | Time: 9084.41 ms [2022-04-02 17:41:16 main:574] : INFO : Epoch 1737 | loss: 0.0311074 | val_loss: 0.031141 | Time: 8860.57 ms [2022-04-02 17:41:25 main:574] : INFO : Epoch 1738 | loss: 0.0311066 | val_loss: 0.0311384 | Time: 8771.85 ms [2022-04-02 17:41:34 main:574] : INFO : Epoch 1739 | loss: 0.0311067 | val_loss: 0.0311475 | Time: 8834.22 ms [2022-04-02 17:41:43 main:574] : INFO : Epoch 1740 | loss: 0.0311107 | val_loss: 0.0311428 | Time: 9050.72 ms [2022-04-02 17:41:52 main:574] : INFO : Epoch 1741 | loss: 0.0311122 | val_loss: 0.0311416 | Time: 8907.82 ms [2022-04-02 17:42:01 main:574] : INFO : Epoch 1742 | loss: 0.0311104 | val_loss: 0.031147 | Time: 8936.84 ms [2022-04-02 17:42:09 main:574] : INFO : Epoch 1743 | loss: 0.0311089 | val_loss: 0.0311429 | Time: 8687.25 ms [2022-04-02 17:42:18 main:574] : INFO : Epoch 1744 | loss: 0.0311099 | val_loss: 0.0311448 | Time: 8957.6 ms [2022-04-02 17:42:27 main:574] : INFO : Epoch 1745 | loss: 0.0311113 | val_loss: 0.0311456 | Time: 8760.96 ms [2022-04-02 17:42:36 main:574] : INFO : Epoch 1746 | loss: 0.031108 | val_loss: 0.0311452 | Time: 8827.64 ms [2022-04-02 17:42:45 main:574] : INFO : Epoch 1747 | loss: 0.031107 | val_loss: 0.031147 | Time: 8880.3 ms [2022-04-02 17:42:54 main:574] : INFO : Epoch 1748 | loss: 0.0311104 | val_loss: 0.0311484 | Time: 8779.27 ms [2022-04-02 17:43:03 main:574] : INFO : Epoch 1749 | loss: 0.031112 | val_loss: 0.0311404 | Time: 8856.28 ms [2022-04-02 17:43:12 main:574] : INFO : Epoch 1750 | loss: 0.0311116 | val_loss: 0.0311457 | Time: 9078.58 ms [2022-04-02 17:43:21 main:574] : INFO : Epoch 1751 | loss: 0.0311144 | val_loss: 0.0311516 | Time: 8868.33 ms [2022-04-02 17:43:29 main:574] : INFO : Epoch 1752 | loss: 0.0311097 | val_loss: 0.0311402 | Time: 8767.87 ms [2022-04-02 17:43:38 main:574] : INFO : Epoch 1753 | loss: 0.0311097 | val_loss: 0.0311439 | Time: 8925.85 ms [2022-04-02 17:43:47 main:574] : INFO : Epoch 1754 | loss: 0.0311083 | val_loss: 0.0311407 | Time: 8963.26 ms [2022-04-02 17:43:56 main:574] : INFO : Epoch 1755 | loss: 0.031107 | val_loss: 0.0311435 | Time: 8995.84 ms [2022-04-02 17:44:05 main:574] : INFO : Epoch 1756 | loss: 0.0311094 | val_loss: 0.0311383 | Time: 8917.67 ms [2022-04-02 17:44:14 main:574] : INFO : Epoch 1757 | loss: 0.0311063 | val_loss: 0.03114 | Time: 8977.46 ms [2022-04-02 17:44:24 main:574] : INFO : Epoch 1758 | loss: 0.0311054 | val_loss: 0.0311417 | Time: 9042.28 ms [2022-04-02 17:44:32 main:574] : INFO : Epoch 1759 | loss: 0.0311068 | val_loss: 0.0311451 | Time: 8873.22 ms [2022-04-02 17:44:42 main:574] : INFO : Epoch 1760 | loss: 0.0311074 | val_loss: 0.0311399 | Time: 9079 ms [2022-04-02 17:44:51 main:574] : INFO : Epoch 1761 | loss: 0.0311091 | val_loss: 0.0311485 | Time: 8923.06 ms [2022-04-02 17:44:59 main:574] : INFO : Epoch 1762 | loss: 0.0311073 | val_loss: 0.0311395 | Time: 8755.2 ms [2022-04-02 17:45:08 main:574] : INFO : Epoch 1763 | loss: 0.0311166 | val_loss: 0.0311442 | Time: 8983.27 ms [2022-04-02 17:45:17 main:574] : INFO : Epoch 1764 | loss: 0.0311218 | val_loss: 0.031141 | Time: 8721.42 ms [2022-04-02 17:45:26 main:574] : INFO : Epoch 1765 | loss: 0.031127 | val_loss: 0.0311479 | Time: 8828.1 ms [2022-04-02 17:45:35 main:574] : INFO : Epoch 1766 | loss: 0.0311296 | val_loss: 0.0311489 | Time: 9043.65 ms [2022-04-02 17:45:44 main:574] : INFO : Epoch 1767 | loss: 0.0311274 | val_loss: 0.0311487 | Time: 8963.23 ms [2022-04-02 17:45:53 main:574] : INFO : Epoch 1768 | loss: 0.0311232 | val_loss: 0.0311475 | Time: 8883.36 ms [2022-04-02 17:46:02 main:574] : INFO : Epoch 1769 | loss: 0.0311227 | val_loss: 0.031147 | Time: 8937.29 ms [2022-04-02 17:46:11 main:574] : INFO : Epoch 1770 | loss: 0.0311228 | val_loss: 0.0311498 | Time: 9086.66 ms [2022-04-02 17:46:20 main:574] : INFO : Epoch 1771 | loss: 0.031124 | val_loss: 0.031149 | Time: 8822.87 ms [2022-04-02 17:46:29 main:574] : INFO : Epoch 1772 | loss: 0.0311221 | val_loss: 0.0311485 | Time: 8914.61 ms [2022-04-02 17:46:36 main:574] : INFO : Epoch 1773 | loss: 0.0311226 | val_loss: 0.0311436 | Time: 7139.5 ms [2022-04-02 17:46:45 main:574] : INFO : Epoch 1774 | loss: 0.031119 | val_loss: 0.0311416 | Time: 8511.83 ms [2022-04-02 17:46:53 main:574] : INFO : Epoch 1775 | loss: 0.0311186 | val_loss: 0.0311478 | Time: 8668.94 ms [2022-04-02 17:47:02 main:574] : INFO : Epoch 1776 | loss: 0.0311184 | val_loss: 0.0311445 | Time: 8786.49 ms [2022-04-02 17:47:11 main:574] : INFO : Epoch 1777 | loss: 0.0311178 | val_loss: 0.0311474 | Time: 8740.64 ms [2022-04-02 17:47:20 main:574] : INFO : Epoch 1778 | loss: 0.031118 | val_loss: 0.0311482 | Time: 8995.89 ms [2022-04-02 17:47:29 main:574] : INFO : Epoch 1779 | loss: 0.0311173 | val_loss: 0.0311471 | Time: 9115.13 ms [2022-04-02 17:47:38 main:574] : INFO : Epoch 1780 | loss: 0.0311145 | val_loss: 0.0311417 | Time: 8795.26 ms [2022-04-02 17:47:47 main:574] : INFO : Epoch 1781 | loss: 0.0311147 | val_loss: 0.0311505 | Time: 8947.11 ms [2022-04-02 17:47:56 main:574] : INFO : Epoch 1782 | loss: 0.0311169 | val_loss: 0.0311396 | Time: 9147.99 ms [2022-04-02 17:48:05 main:574] : INFO : Epoch 1783 | loss: 0.0311152 | val_loss: 0.0311438 | Time: 8761.19 ms [2022-04-02 17:48:14 main:574] : INFO : Epoch 1784 | loss: 0.0311171 | val_loss: 0.0311386 | Time: 8894.07 ms [2022-04-02 17:48:23 main:574] : INFO : Epoch 1785 | loss: 0.031111 | val_loss: 0.0311368 | Time: 8982.19 ms [2022-04-02 17:48:32 main:574] : INFO : Epoch 1786 | loss: 0.0311075 | val_loss: 0.0311379 | Time: 8941.46 ms [2022-04-02 17:48:41 main:574] : INFO : Epoch 1787 | loss: 0.0311129 | val_loss: 0.0311502 | Time: 8974.51 ms [2022-04-02 17:48:50 main:574] : INFO : Epoch 1788 | loss: 0.0311316 | val_loss: 0.0311523 | Time: 8776.14 ms [2022-04-02 17:48:59 main:574] : INFO : Epoch 1789 | loss: 0.0311258 | val_loss: 0.0311511 | Time: 8927.79 ms [2022-04-02 17:49:08 main:574] : INFO : Epoch 1790 | loss: 0.0311295 | val_loss: 0.0311557 | Time: 8913.01 ms [2022-04-02 17:49:17 main:574] : INFO : Epoch 1791 | loss: 0.0311265 | val_loss: 0.0311507 | Time: 8926.53 ms [2022-04-02 17:49:26 main:574] : INFO : Epoch 1792 | loss: 0.0311244 | val_loss: 0.031148 | Time: 8855.85 ms [2022-04-02 17:49:34 main:574] : INFO : Epoch 1793 | loss: 0.0311319 | val_loss: 0.0311564 | Time: 8759.59 ms [2022-04-02 17:49:43 main:574] : INFO : Epoch 1794 | loss: 0.0311264 | val_loss: 0.0311497 | Time: 8792.61 ms [2022-04-02 17:49:52 main:574] : INFO : Epoch 1795 | loss: 0.0311216 | val_loss: 0.0311505 | Time: 8962.51 ms [2022-04-02 17:50:01 main:574] : INFO : Epoch 1796 | loss: 0.0311164 | val_loss: 0.0311478 | Time: 8787.49 ms [2022-04-02 17:50:10 main:574] : INFO : Epoch 1797 | loss: 0.0311185 | val_loss: 0.031155 | Time: 8893.38 ms [2022-04-02 17:50:19 main:574] : INFO : Epoch 1798 | loss: 0.0311202 | val_loss: 0.0311492 | Time: 8967.8 ms [2022-04-02 17:50:28 main:574] : INFO : Epoch 1799 | loss: 0.0311168 | val_loss: 0.0311484 | Time: 8775.58 ms [2022-04-02 17:50:37 main:574] : INFO : Epoch 1800 | loss: 0.0311147 | val_loss: 0.0311429 | Time: 8985.22 ms [2022-04-02 17:50:46 main:574] : INFO : Epoch 1801 | loss: 0.0311166 | val_loss: 0.0311446 | Time: 8810.39 ms [2022-04-02 17:50:55 main:574] : INFO : Epoch 1802 | loss: 0.0311154 | val_loss: 0.0311417 | Time: 8975.17 ms [2022-04-02 17:51:03 main:574] : INFO : Epoch 1803 | loss: 0.031111 | val_loss: 0.0311434 | Time: 8706.73 ms [2022-04-02 17:51:12 main:574] : INFO : Epoch 1804 | loss: 0.031112 | val_loss: 0.0311421 | Time: 8778.48 ms [2022-04-02 17:51:21 main:574] : INFO : Epoch 1805 | loss: 0.031116 | val_loss: 0.0311443 | Time: 8606.09 ms [2022-04-02 17:51:30 main:574] : INFO : Epoch 1806 | loss: 0.0311115 | val_loss: 0.0311419 | Time: 8940.19 ms [2022-04-02 17:51:39 main:574] : INFO : Epoch 1807 | loss: 0.0311092 | val_loss: 0.0311398 | Time: 8820.93 ms [2022-04-02 17:51:47 main:574] : INFO : Epoch 1808 | loss: 0.0311099 | val_loss: 0.0311387 | Time: 8529.25 ms [2022-04-02 17:51:56 main:574] : INFO : Epoch 1809 | loss: 0.0311127 | val_loss: 0.0311411 | Time: 8911.99 ms [2022-04-02 17:52:05 main:574] : INFO : Epoch 1810 | loss: 0.031113 | val_loss: 0.031141 | Time: 9050.43 ms [2022-04-02 17:52:14 main:574] : INFO : Epoch 1811 | loss: 0.0311218 | val_loss: 0.0311387 | Time: 8923.66 ms [2022-04-02 17:52:22 main:574] : INFO : Epoch 1812 | loss: 0.0311191 | val_loss: 0.0311449 | Time: 7386.4 ms [2022-04-02 17:52:30 main:574] : INFO : Epoch 1813 | loss: 0.0311196 | val_loss: 0.031142 | Time: 8358.85 ms [2022-04-02 17:52:39 main:574] : INFO : Epoch 1814 | loss: 0.0311196 | val_loss: 0.0311434 | Time: 8888.02 ms [2022-04-02 17:52:48 main:574] : INFO : Epoch 1815 | loss: 0.031115 | val_loss: 0.0311388 | Time: 8935.92 ms [2022-04-02 17:52:57 main:574] : INFO : Epoch 1816 | loss: 0.0311108 | val_loss: 0.031141 | Time: 8920.21 ms [2022-04-02 17:53:06 main:574] : INFO : Epoch 1817 | loss: 0.03111 | val_loss: 0.031139 | Time: 8868.72 ms [2022-04-02 17:53:14 main:574] : INFO : Epoch 1818 | loss: 0.0311086 | val_loss: 0.0311386 | Time: 8314.22 ms [2022-04-02 17:53:23 main:574] : INFO : Epoch 1819 | loss: 0.0311064 | val_loss: 0.0311404 | Time: 8434.46 ms [2022-04-02 17:53:32 main:574] : INFO : Epoch 1820 | loss: 0.0311083 | val_loss: 0.0311438 | Time: 8767.71 ms [2022-04-02 17:53:40 main:574] : INFO : Epoch 1821 | loss: 0.0311087 | val_loss: 0.0311415 | Time: 8664.63 ms [2022-04-02 17:53:49 main:574] : INFO : Epoch 1822 | loss: 0.031109 | val_loss: 0.0311421 | Time: 8971.71 ms [2022-04-02 17:53:58 main:574] : INFO : Epoch 1823 | loss: 0.0311064 | val_loss: 0.0311415 | Time: 8944.5 ms [2022-04-02 17:54:07 main:574] : INFO : Epoch 1824 | loss: 0.0311071 | val_loss: 0.0311377 | Time: 8922.13 ms [2022-04-02 17:54:16 main:574] : INFO : Epoch 1825 | loss: 0.0311057 | val_loss: 0.031141 | Time: 9061.66 ms [2022-04-02 17:54:25 main:574] : INFO : Epoch 1826 | loss: 0.0311078 | val_loss: 0.0311426 | Time: 9110.78 ms [2022-04-02 17:54:34 main:574] : INFO : Epoch 1827 | loss: 0.0311089 | val_loss: 0.0311411 | Time: 8839.91 ms [2022-04-02 17:54:43 main:574] : INFO : Epoch 1828 | loss: 0.031116 | val_loss: 0.0311477 | Time: 8932.12 ms [2022-04-02 17:54:52 main:574] : INFO : Epoch 1829 | loss: 0.0311322 | val_loss: 0.0311842 | Time: 8951.36 ms [2022-04-02 17:55:01 main:574] : INFO : Epoch 1830 | loss: 0.0332092 | val_loss: 0.0341771 | Time: 8832.31 ms [2022-04-02 17:55:10 main:574] : INFO : Epoch 1831 | loss: 0.0349649 | val_loss: 0.0326523 | Time: 9117.67 ms [2022-04-02 17:55:19 main:574] : INFO : Epoch 1832 | loss: 0.0317046 | val_loss: 0.0313542 | Time: 8974.45 ms [2022-04-02 17:55:28 main:574] : INFO : Epoch 1833 | loss: 0.0312867 | val_loss: 0.0312341 | Time: 9195.45 ms [2022-04-02 17:55:37 main:574] : INFO : Epoch 1834 | loss: 0.0312271 | val_loss: 0.0312125 | Time: 8585.26 ms [2022-04-02 17:55:46 main:574] : INFO : Epoch 1835 | loss: 0.0312093 | val_loss: 0.0312006 | Time: 8974.58 ms [2022-04-02 17:55:55 main:574] : INFO : Epoch 1836 | loss: 0.0311972 | val_loss: 0.0311906 | Time: 8915.67 ms [2022-04-02 17:56:04 main:574] : INFO : Epoch 1837 | loss: 0.0311899 | val_loss: 0.0311857 | Time: 8947.61 ms [2022-04-02 17:56:13 main:574] : INFO : Epoch 1838 | loss: 0.0311848 | val_loss: 0.0311814 | Time: 8984.91 ms [2022-04-02 17:56:22 main:574] : INFO : Epoch 1839 | loss: 0.0311808 | val_loss: 0.0311776 | Time: 8868.98 ms [2022-04-02 17:56:31 main:574] : INFO : Epoch 1840 | loss: 0.0311768 | val_loss: 0.031172 | Time: 8836.57 ms [2022-04-02 17:56:40 main:574] : INFO : Epoch 1841 | loss: 0.0311701 | val_loss: 0.031165 | Time: 8897.42 ms [2022-04-02 17:56:48 main:574] : INFO : Epoch 1842 | loss: 0.0311599 | val_loss: 0.0311578 | Time: 8711.29 ms [2022-04-02 17:56:57 main:574] : INFO : Epoch 1843 | loss: 0.031153 | val_loss: 0.0311556 | Time: 8963.58 ms [2022-04-02 17:57:06 main:574] : INFO : Epoch 1844 | loss: 0.0311481 | val_loss: 0.0311487 | Time: 8944.75 ms [2022-04-02 17:57:15 main:574] : INFO : Epoch 1845 | loss: 0.0311429 | val_loss: 0.0311482 | Time: 8849.07 ms [2022-04-02 17:57:24 main:574] : INFO : Epoch 1846 | loss: 0.0311398 | val_loss: 0.0311462 | Time: 8726.58 ms [2022-04-02 17:57:33 main:574] : INFO : Epoch 1847 | loss: 0.0311382 | val_loss: 0.031149 | Time: 8893.57 ms [2022-04-02 17:57:42 main:574] : INFO : Epoch 1848 | loss: 0.0311424 | val_loss: 0.0311424 | Time: 8957.64 ms [2022-04-02 17:57:51 main:574] : INFO : Epoch 1849 | loss: 0.0311368 | val_loss: 0.0311386 | Time: 8866.18 ms [2022-04-02 17:58:00 main:574] : INFO : Epoch 1850 | loss: 0.0311336 | val_loss: 0.0311387 | Time: 8943.21 ms [2022-04-02 17:58:08 main:574] : INFO : Epoch 1851 | loss: 0.0311329 | val_loss: 0.0311415 | Time: 7665.03 ms [2022-04-02 17:58:16 main:574] : INFO : Epoch 1852 | loss: 0.0311336 | val_loss: 0.031138 | Time: 7980.26 ms [2022-04-02 17:58:24 main:574] : INFO : Epoch 1853 | loss: 0.0311326 | val_loss: 0.0311382 | Time: 8826.51 ms [2022-04-02 17:58:33 main:574] : INFO : Epoch 1854 | loss: 0.0311298 | val_loss: 0.0311366 | Time: 8965.82 ms [2022-04-02 17:58:42 main:574] : INFO : Epoch 1855 | loss: 0.0311286 | val_loss: 0.0311361 | Time: 8913.48 ms [2022-04-02 17:58:51 main:574] : INFO : Epoch 1856 | loss: 0.0311272 | val_loss: 0.0311368 | Time: 8669.96 ms [2022-04-02 17:59:00 main:574] : INFO : Epoch 1857 | loss: 0.0311264 | val_loss: 0.0311355 | Time: 8705.02 ms [2022-04-02 17:59:09 main:574] : INFO : Epoch 1858 | loss: 0.0311257 | val_loss: 0.0311361 | Time: 8924.16 ms [2022-04-02 17:59:18 main:574] : INFO : Epoch 1859 | loss: 0.0311249 | val_loss: 0.0311354 | Time: 8992.27 ms [2022-04-02 17:59:27 main:574] : INFO : Epoch 1860 | loss: 0.031124 | val_loss: 0.0311364 | Time: 8884.27 ms [2022-04-02 17:59:36 main:574] : INFO : Epoch 1861 | loss: 0.0311242 | val_loss: 0.0311356 | Time: 8967.26 ms [2022-04-02 17:59:45 main:574] : INFO : Epoch 1862 | loss: 0.031123 | val_loss: 0.0311365 | Time: 8874.86 ms [2022-04-02 17:59:53 main:574] : INFO : Epoch 1863 | loss: 0.0311221 | val_loss: 0.0311352 | Time: 8576.59 ms [2022-04-02 18:00:02 main:574] : INFO : Epoch 1864 | loss: 0.0311207 | val_loss: 0.031137 | Time: 9104.29 ms [2022-04-02 18:00:11 main:574] : INFO : Epoch 1865 | loss: 0.0311214 | val_loss: 0.031134 | Time: 8780.41 ms [2022-04-02 18:00:20 main:574] : INFO : Epoch 1866 | loss: 0.0311218 | val_loss: 0.0311368 | Time: 9035.14 ms [2022-04-02 18:00:29 main:574] : INFO : Epoch 1867 | loss: 0.0311213 | val_loss: 0.0311363 | Time: 9038.25 ms [2022-04-02 18:00:38 main:574] : INFO : Epoch 1868 | loss: 0.0311209 | val_loss: 0.0311361 | Time: 8854.36 ms [2022-04-02 18:00:47 main:574] : INFO : Epoch 1869 | loss: 0.0311224 | val_loss: 0.0311375 | Time: 9003.93 ms [2022-04-02 18:00:56 main:574] : INFO : Epoch 1870 | loss: 0.0311226 | val_loss: 0.0311362 | Time: 8793.86 ms [2022-04-02 18:01:05 main:574] : INFO : Epoch 1871 | loss: 0.0311238 | val_loss: 0.0311365 | Time: 8988.77 ms [2022-04-02 18:01:14 main:574] : INFO : Epoch 1872 | loss: 0.0311228 | val_loss: 0.0311371 | Time: 8871.89 ms [2022-04-02 18:01:23 main:574] : INFO : Epoch 1873 | loss: 0.031121 | val_loss: 0.0311356 | Time: 8869.57 ms [2022-04-02 18:01:32 main:574] : INFO : Epoch 1874 | loss: 0.0311253 | val_loss: 0.0311362 | Time: 9133.65 ms [2022-04-02 18:01:41 main:574] : INFO : Epoch 1875 | loss: 0.0311246 | val_loss: 0.0311354 | Time: 8822.82 ms [2022-04-02 18:01:50 main:574] : INFO : Epoch 1876 | loss: 0.0311215 | val_loss: 0.0311342 | Time: 8866.37 ms [2022-04-02 18:01:59 main:574] : INFO : Epoch 1877 | loss: 0.0311224 | val_loss: 0.0311388 | Time: 8756.71 ms [2022-04-02 18:02:08 main:574] : INFO : Epoch 1878 | loss: 0.0311203 | val_loss: 0.0311385 | Time: 8953.81 ms [2022-04-02 18:02:16 main:574] : INFO : Epoch 1879 | loss: 0.0311199 | val_loss: 0.0311354 | Time: 8735.88 ms [2022-04-02 18:02:25 main:574] : INFO : Epoch 1880 | loss: 0.0311211 | val_loss: 0.0311395 | Time: 8961.38 ms [2022-04-02 18:02:34 main:574] : INFO : Epoch 1881 | loss: 0.0311191 | val_loss: 0.0311357 | Time: 9000.52 ms [2022-04-02 18:02:43 main:574] : INFO : Epoch 1882 | loss: 0.0311181 | val_loss: 0.0311369 | Time: 8994.18 ms [2022-04-02 18:02:52 main:574] : INFO : Epoch 1883 | loss: 0.0311187 | val_loss: 0.0311366 | Time: 8940.1 ms [2022-04-02 18:03:01 main:574] : INFO : Epoch 1884 | loss: 0.0311175 | val_loss: 0.0311374 | Time: 8822.31 ms [2022-04-02 18:03:10 main:574] : INFO : Epoch 1885 | loss: 0.0311176 | val_loss: 0.0311372 | Time: 9005.9 ms [2022-04-02 18:03:19 main:574] : INFO : Epoch 1886 | loss: 0.0311166 | val_loss: 0.0311374 | Time: 8888.69 ms [2022-04-02 18:03:28 main:574] : INFO : Epoch 1887 | loss: 0.0311157 | val_loss: 0.0311389 | Time: 8877.76 ms [2022-04-02 18:03:37 main:574] : INFO : Epoch 1888 | loss: 0.031116 | val_loss: 0.0311385 | Time: 9140.65 ms [2022-04-02 18:03:46 main:574] : INFO : Epoch 1889 | loss: 0.031117 | val_loss: 0.0311374 | Time: 8883.35 ms [2022-04-02 18:03:54 main:574] : INFO : Epoch 1890 | loss: 0.0311166 | val_loss: 0.0311355 | Time: 8033.38 ms [2022-04-02 18:04:02 main:574] : INFO : Epoch 1891 | loss: 0.0311162 | val_loss: 0.0311353 | Time: 7764.42 ms [2022-04-02 18:04:11 main:574] : INFO : Epoch 1892 | loss: 0.0311154 | val_loss: 0.0311364 | Time: 8949.17 ms [2022-04-02 18:04:20 main:574] : INFO : Epoch 1893 | loss: 0.0311168 | val_loss: 0.031136 | Time: 8807.77 ms [2022-04-02 18:04:28 main:574] : INFO : Epoch 1894 | loss: 0.0311167 | val_loss: 0.0311386 | Time: 8694.2 ms [2022-04-02 18:04:37 main:574] : INFO : Epoch 1895 | loss: 0.031118 | val_loss: 0.0311362 | Time: 8835.74 ms [2022-04-02 18:04:46 main:574] : INFO : Epoch 1896 | loss: 0.031116 | val_loss: 0.0311345 | Time: 8807.07 ms [2022-04-02 18:04:55 main:574] : INFO : Epoch 1897 | loss: 0.0311152 | val_loss: 0.0311351 | Time: 9010.65 ms [2022-04-02 18:05:04 main:574] : INFO : Epoch 1898 | loss: 0.0311149 | val_loss: 0.031135 | Time: 9041.49 ms [2022-04-02 18:05:13 main:574] : INFO : Epoch 1899 | loss: 0.0311163 | val_loss: 0.0311365 | Time: 8974.23 ms [2022-04-02 18:05:22 main:574] : INFO : Epoch 1900 | loss: 0.0311159 | val_loss: 0.031135 | Time: 8935.39 ms [2022-04-02 18:05:31 main:574] : INFO : Epoch 1901 | loss: 0.0311139 | val_loss: 0.0311376 | Time: 8891.15 ms [2022-04-02 18:05:40 main:574] : INFO : Epoch 1902 | loss: 0.0311138 | val_loss: 0.0311388 | Time: 9009.31 ms [2022-04-02 18:05:49 main:574] : INFO : Epoch 1903 | loss: 0.0311152 | val_loss: 0.0311418 | Time: 8832.8 ms [2022-04-02 18:05:58 main:574] : INFO : Epoch 1904 | loss: 0.0311147 | val_loss: 0.0311373 | Time: 8903.5 ms [2022-04-02 18:06:07 main:574] : INFO : Epoch 1905 | loss: 0.0311129 | val_loss: 0.0311384 | Time: 8820.93 ms [2022-04-02 18:06:16 main:574] : INFO : Epoch 1906 | loss: 0.0311153 | val_loss: 0.0311347 | Time: 8839.49 ms [2022-04-02 18:06:24 main:574] : INFO : Epoch 1907 | loss: 0.0311132 | val_loss: 0.0311382 | Time: 8651.47 ms [2022-04-02 18:06:33 main:574] : INFO : Epoch 1908 | loss: 0.0311133 | val_loss: 0.0311351 | Time: 8913.47 ms [2022-04-02 18:06:42 main:574] : INFO : Epoch 1909 | loss: 0.0311128 | val_loss: 0.0311357 | Time: 8932.81 ms [2022-04-02 18:06:51 main:574] : INFO : Epoch 1910 | loss: 0.0311118 | val_loss: 0.0311407 | Time: 8722.27 ms [2022-04-02 18:07:00 main:574] : INFO : Epoch 1911 | loss: 0.0311119 | val_loss: 0.0311413 | Time: 9135.95 ms [2022-04-02 18:07:09 main:574] : INFO : Epoch 1912 | loss: 0.0311124 | val_loss: 0.0311376 | Time: 8923.41 ms [2022-04-02 18:07:18 main:574] : INFO : Epoch 1913 | loss: 0.0311121 | val_loss: 0.0311408 | Time: 8931.4 ms [2022-04-02 18:07:27 main:574] : INFO : Epoch 1914 | loss: 0.0311157 | val_loss: 0.0311375 | Time: 9051.94 ms [2022-04-02 18:07:36 main:574] : INFO : Epoch 1915 | loss: 0.031114 | val_loss: 0.0311411 | Time: 8983.67 ms [2022-04-02 18:07:45 main:574] : INFO : Epoch 1916 | loss: 0.0311185 | val_loss: 0.0311378 | Time: 9046.3 ms [2022-04-02 18:07:54 main:574] : INFO : Epoch 1917 | loss: 0.0311138 | val_loss: 0.0311361 | Time: 8907.07 ms [2022-04-02 18:08:03 main:574] : INFO : Epoch 1918 | loss: 0.0311118 | val_loss: 0.0311319 | Time: 9012.72 ms [2022-04-02 18:08:12 main:574] : INFO : Epoch 1919 | loss: 0.0311101 | val_loss: 0.0311353 | Time: 8774.18 ms [2022-04-02 18:08:21 main:574] : INFO : Epoch 1920 | loss: 0.0311107 | val_loss: 0.0311351 | Time: 8861.92 ms [2022-04-02 18:08:30 main:574] : INFO : Epoch 1921 | loss: 0.0311097 | val_loss: 0.0311372 | Time: 8933.55 ms [2022-04-02 18:08:39 main:574] : INFO : Epoch 1922 | loss: 0.031112 | val_loss: 0.0311372 | Time: 8950.68 ms [2022-04-02 18:08:48 main:574] : INFO : Epoch 1923 | loss: 0.0311114 | val_loss: 0.0311356 | Time: 8953.88 ms [2022-04-02 18:08:57 main:574] : INFO : Epoch 1924 | loss: 0.0311109 | val_loss: 0.0311372 | Time: 8837.18 ms [2022-04-02 18:09:05 main:574] : INFO : Epoch 1925 | loss: 0.0311107 | val_loss: 0.0311371 | Time: 8779.17 ms [2022-04-02 18:09:14 main:574] : INFO : Epoch 1926 | loss: 0.0311199 | val_loss: 0.0311457 | Time: 8736.56 ms [2022-04-02 18:09:23 main:574] : INFO : Epoch 1927 | loss: 0.031121 | val_loss: 0.0311429 | Time: 8931.71 ms [2022-04-02 18:09:32 main:574] : INFO : Epoch 1928 | loss: 0.031121 | val_loss: 0.0311421 | Time: 8944.1 ms [2022-04-02 18:09:41 main:574] : INFO : Epoch 1929 | loss: 0.0311198 | val_loss: 0.0311455 | Time: 8687.87 ms [2022-04-02 18:09:48 main:574] : INFO : Epoch 1930 | loss: 0.0311204 | val_loss: 0.0311466 | Time: 7297.3 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce RTX 2080 Ti) [2022-04-02 18:12:53 main:435] : INFO : Set logging level to 1 [2022-04-02 18:12:53 main:441] : INFO : Running in BOINC Client mode [2022-04-02 18:12:53 main:444] : INFO : Resolving all filenames [2022-04-02 18:12:53 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-04-02 18:12:53 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-04-02 18:12:53 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-04-02 18:12:53 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-04-02 18:12:53 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-04-02 18:12:53 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-04-02 18:12:53 main:474] : INFO : Configuration: [2022-04-02 18:12:53 main:475] : INFO : Model type: GRU [2022-04-02 18:12:53 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-04-02 18:12:53 main:477] : INFO : Max Epochs: 2048 [2022-04-02 18:12:53 main:478] : INFO : Batch Size: 128 [2022-04-02 18:12:53 main:479] : INFO : Learning Rate: 0.01 [2022-04-02 18:12:53 main:480] : INFO : Patience: 10 [2022-04-02 18:12:53 main:481] : INFO : Hidden Width: 12 [2022-04-02 18:12:53 main:482] : INFO : # Recurrent Layers: 4 [2022-04-02 18:12:53 main:483] : INFO : # Backend Layers: 4 [2022-04-02 18:12:53 main:484] : INFO : # Threads: 1 [2022-04-02 18:12:53 main:486] : INFO : Preparing Dataset [2022-04-02 18:12:53 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-04-02 18:12:54 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-04-02 18:12:55 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-04-02 18:12:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-04-02 18:12:55 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-04-02 18:12:55 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-04-02 18:12:55 main:494] : INFO : Creating Model [2022-04-02 18:12:55 main:507] : INFO : Preparing config file [2022-04-02 18:12:55 main:511] : INFO : Found checkpoint, attempting to load... [2022-04-02 18:12:55 main:512] : INFO : Loading config [2022-04-02 18:12:55 main:514] : INFO : Loading state [2022-04-02 18:12:56 main:559] : INFO : Loading DataLoader into Memory [2022-04-02 18:12:56 main:562] : INFO : Starting Training [2022-04-02 18:12:59 main:574] : INFO : Epoch 1925 | loss: 0.0313579 | val_loss: 0.0312 | Time: 3176.51 ms [2022-04-02 18:13:02 main:574] : INFO : Epoch 1926 | loss: 0.0311429 | val_loss: 0.0311492 | Time: 3159.12 ms [2022-04-02 18:13:05 main:574] : INFO : Epoch 1927 | loss: 0.0311197 | val_loss: 0.0311423 | Time: 3055.59 ms [2022-04-02 18:13:08 main:574] : INFO : Epoch 1928 | loss: 0.0311158 | val_loss: 0.0311381 | Time: 2957.39 ms [2022-04-02 18:13:11 main:574] : INFO : Epoch 1929 | loss: 0.0311134 | val_loss: 0.031142 | Time: 3069.14 ms [2022-04-02 18:13:14 main:574] : INFO : Epoch 1930 | loss: 0.0311117 | val_loss: 0.0311406 | Time: 2934.05 ms [2022-04-02 18:13:17 main:574] : INFO : Epoch 1931 | loss: 0.0311124 | val_loss: 0.031135 | Time: 3152.48 ms [2022-04-02 18:13:20 main:574] : INFO : Epoch 1932 | loss: 0.0311105 | val_loss: 0.031141 | Time: 3172.13 ms [2022-04-02 18:13:23 main:574] : INFO : Epoch 1933 | loss: 0.0311101 | val_loss: 0.0311375 | Time: 2984.03 ms [2022-04-02 18:13:26 main:574] : INFO : Epoch 1934 | loss: 0.0311078 | val_loss: 0.0311405 | Time: 2967.89 ms [2022-04-02 18:13:29 main:574] : INFO : Epoch 1935 | loss: 0.0311108 | val_loss: 0.0311392 | Time: 3099.72 ms [2022-04-02 18:13:33 main:574] : INFO : Epoch 1936 | loss: 0.0311134 | val_loss: 0.0311374 | Time: 3052.09 ms [2022-04-02 18:13:36 main:574] : INFO : Epoch 1937 | loss: 0.0311112 | val_loss: 0.0311406 | Time: 3190.68 ms [2022-04-02 18:13:39 main:574] : INFO : Epoch 1938 | loss: 0.0311088 | val_loss: 0.0311412 | Time: 3106.29 ms [2022-04-02 18:13:42 main:574] : INFO : Epoch 1939 | loss: 0.0311092 | val_loss: 0.0311417 | Time: 3110.84 ms [2022-04-02 18:13:45 main:574] : INFO : Epoch 1940 | loss: 0.0311108 | val_loss: 0.0311398 | Time: 3159.78 ms [2022-04-02 18:13:48 main:574] : INFO : Epoch 1941 | loss: 0.0311112 | val_loss: 0.0311374 | Time: 3059.07 ms [2022-04-02 18:13:51 main:574] : INFO : Epoch 1942 | loss: 0.0311115 | val_loss: 0.0311396 | Time: 3050.14 ms [2022-04-02 18:13:54 main:574] : INFO : Epoch 1943 | loss: 0.0311104 | val_loss: 0.0311389 | Time: 3070 ms [2022-04-02 18:13:58 main:574] : INFO : Epoch 1944 | loss: 0.03111 | val_loss: 0.0311393 | Time: 3049.3 ms [2022-04-02 18:14:01 main:574] : INFO : Epoch 1945 | loss: 0.0311102 | val_loss: 0.0311421 | Time: 3047.89 ms [2022-04-02 18:14:04 main:574] : INFO : Epoch 1946 | loss: 0.0311099 | val_loss: 0.0311425 | Time: 2990.31 ms [2022-04-02 18:14:07 main:574] : INFO : Epoch 1947 | loss: 0.0311114 | val_loss: 0.0311401 | Time: 3125.25 ms [2022-04-02 18:14:10 main:574] : INFO : Epoch 1948 | loss: 0.0311078 | val_loss: 0.0311362 | Time: 3242.06 ms [2022-04-02 18:14:13 main:574] : INFO : Epoch 1949 | loss: 0.0311081 | val_loss: 0.0311384 | Time: 3031.51 ms [2022-04-02 18:14:16 main:574] : INFO : Epoch 1950 | loss: 0.031108 | val_loss: 0.0311383 | Time: 3165.2 ms [2022-04-02 18:14:19 main:574] : INFO : Epoch 1951 | loss: 0.0311076 | val_loss: 0.0311378 | Time: 3052 ms [2022-04-02 18:14:22 main:574] : INFO : Epoch 1952 | loss: 0.0311087 | val_loss: 0.0311366 | Time: 3052.74 ms [2022-04-02 18:14:26 main:574] : INFO : Epoch 1953 | loss: 0.0311079 | val_loss: 0.0311436 | Time: 3153.64 ms [2022-04-02 18:14:29 main:574] : INFO : Epoch 1954 | loss: 0.0311071 | val_loss: 0.0311385 | Time: 3226.22 ms [2022-04-02 18:14:32 main:574] : INFO : Epoch 1955 | loss: 0.0311054 | val_loss: 0.0311395 | Time: 3213.65 ms [2022-04-02 18:14:35 main:574] : INFO : Epoch 1956 | loss: 0.0311074 | val_loss: 0.0311367 | Time: 3025.52 ms [2022-04-02 18:14:38 main:574] : INFO : Epoch 1957 | loss: 0.0311059 | val_loss: 0.0311406 | Time: 3146.52 ms [2022-04-02 18:14:42 main:574] : INFO : Epoch 1958 | loss: 0.0311077 | val_loss: 0.0311378 | Time: 3288.06 ms [2022-04-02 18:14:45 main:574] : INFO : Epoch 1959 | loss: 0.0311077 | val_loss: 0.0311429 | Time: 3198.87 ms [2022-04-02 18:14:48 main:574] : INFO : Epoch 1960 | loss: 0.0311125 | val_loss: 0.0311368 | Time: 3126.39 ms [2022-04-02 18:14:51 main:574] : INFO : Epoch 1961 | loss: 0.0311119 | val_loss: 0.031134 | Time: 3009.46 ms [2022-04-02 18:14:54 main:574] : INFO : Epoch 1962 | loss: 0.0311074 | val_loss: 0.0311431 | Time: 3306.64 ms [2022-04-02 18:14:58 main:574] : INFO : Epoch 1963 | loss: 0.031109 | val_loss: 0.0311396 | Time: 3211.21 ms [2022-04-02 18:15:01 main:574] : INFO : Epoch 1964 | loss: 0.0311117 | val_loss: 0.0311399 | Time: 3008.95 ms [2022-04-02 18:15:04 main:574] : INFO : Epoch 1965 | loss: 0.0311097 | val_loss: 0.031141 | Time: 3113.23 ms [2022-04-02 18:15:07 main:574] : INFO : Epoch 1966 | loss: 0.0311086 | val_loss: 0.031137 | Time: 2942.89 ms [2022-04-02 18:15:10 main:574] : INFO : Epoch 1967 | loss: 0.0311122 | val_loss: 0.0311414 | Time: 3142.48 ms [2022-04-02 18:15:13 main:574] : INFO : Epoch 1968 | loss: 0.0311143 | val_loss: 0.0311373 | Time: 3001.52 ms [2022-04-02 18:15:16 main:574] : INFO : Epoch 1969 | loss: 0.0311135 | val_loss: 0.0311349 | Time: 3190.24 ms [2022-04-02 18:15:19 main:574] : INFO : Epoch 1970 | loss: 0.0311123 | val_loss: 0.031137 | Time: 3062.73 ms [2022-04-02 18:15:22 main:574] : INFO : Epoch 1971 | loss: 0.0311154 | val_loss: 0.0311378 | Time: 3085.1 ms [2022-04-02 18:15:25 main:574] : INFO : Epoch 1972 | loss: 0.0311191 | val_loss: 0.0311367 | Time: 3093.74 ms [2022-04-02 18:15:29 main:574] : INFO : Epoch 1973 | loss: 0.0311154 | val_loss: 0.0311337 | Time: 3220.1 ms [2022-04-02 18:15:32 main:574] : INFO : Epoch 1974 | loss: 0.0311139 | val_loss: 0.0311368 | Time: 3196.87 ms [2022-04-02 18:15:35 main:574] : INFO : Epoch 1975 | loss: 0.031113 | val_loss: 0.0311356 | Time: 2976.66 ms [2022-04-02 18:15:38 main:574] : INFO : Epoch 1976 | loss: 0.0311126 | val_loss: 0.0311348 | Time: 2994.52 ms [2022-04-02 18:15:41 main:574] : INFO : Epoch 1977 | loss: 0.0311115 | val_loss: 0.0311378 | Time: 3127.58 ms [2022-04-02 18:15:44 main:574] : INFO : Epoch 1978 | loss: 0.0311152 | val_loss: 0.0311424 | Time: 3038.13 ms [2022-04-02 18:15:47 main:574] : INFO : Epoch 1979 | loss: 0.031112 | val_loss: 0.0311396 | Time: 3278.44 ms [2022-04-02 18:15:51 main:574] : INFO : Epoch 1980 | loss: 0.0311093 | val_loss: 0.0311427 | Time: 3492.02 ms [2022-04-02 18:15:54 main:574] : INFO : Epoch 1981 | loss: 0.0311103 | val_loss: 0.0311372 | Time: 3282.22 ms [2022-04-02 18:15:58 main:574] : INFO : Epoch 1982 | loss: 0.0311095 | val_loss: 0.0311417 | Time: 3270.03 ms [2022-04-02 18:16:01 main:574] : INFO : Epoch 1983 | loss: 0.0311183 | val_loss: 0.0311374 | Time: 3145.4 ms [2022-04-02 18:16:04 main:574] : INFO : Epoch 1984 | loss: 0.031118 | val_loss: 0.0311407 | Time: 3091.1 ms [2022-04-02 18:16:07 main:574] : INFO : Epoch 1985 | loss: 0.0311143 | val_loss: 0.0311432 | Time: 3224.9 ms [2022-04-02 18:16:10 main:574] : INFO : Epoch 1986 | loss: 0.0311153 | val_loss: 0.0311385 | Time: 3119.33 ms [2022-04-02 18:16:13 main:574] : INFO : Epoch 1987 | loss: 0.0311094 | val_loss: 0.0311362 | Time: 3158.7 ms [2022-04-02 18:16:17 main:574] : INFO : Epoch 1988 | loss: 0.0311124 | val_loss: 0.0311363 | Time: 3091.69 ms [2022-04-02 18:16:20 main:574] : INFO : Epoch 1989 | loss: 0.0311107 | val_loss: 0.0311364 | Time: 3146.82 ms [2022-04-02 18:16:23 main:574] : INFO : Epoch 1990 | loss: 0.0311104 | val_loss: 0.031139 | Time: 3208.19 ms [2022-04-02 18:16:26 main:574] : INFO : Epoch 1991 | loss: 0.0311081 | val_loss: 0.0311345 | Time: 3187.84 ms [2022-04-02 18:16:29 main:574] : INFO : Epoch 1992 | loss: 0.0311075 | val_loss: 0.0311363 | Time: 3150.63 ms [2022-04-02 18:16:32 main:574] : INFO : Epoch 1993 | loss: 0.0311082 | val_loss: 0.0311363 | Time: 3086.38 ms [2022-04-02 18:16:36 main:574] : INFO : Epoch 1994 | loss: 0.0311074 | val_loss: 0.0311363 | Time: 3075.12 ms [2022-04-02 18:16:39 main:574] : INFO : Epoch 1995 | loss: 0.0311092 | val_loss: 0.0311353 | Time: 3084.55 ms [2022-04-02 18:16:42 main:574] : INFO : Epoch 1996 | loss: 0.0311087 | val_loss: 0.0311388 | Time: 3255.72 ms [2022-04-02 18:16:45 main:574] : INFO : Epoch 1997 | loss: 0.0311081 | val_loss: 0.0311359 | Time: 3155.48 ms [2022-04-02 18:16:48 main:574] : INFO : Epoch 1998 | loss: 0.0311076 | val_loss: 0.0311386 | Time: 3172.08 ms [2022-04-02 18:16:51 main:574] : INFO : Epoch 1999 | loss: 0.0311075 | val_loss: 0.0311367 | Time: 3073.34 ms [2022-04-02 18:16:55 main:574] : INFO : Epoch 2000 | loss: 0.031106 | val_loss: 0.031137 | Time: 3161.64 ms [2022-04-02 18:16:58 main:574] : INFO : Epoch 2001 | loss: 0.0311102 | val_loss: 0.0311395 | Time: 3180.97 ms [2022-04-02 18:17:01 main:574] : INFO : Epoch 2002 | loss: 0.0311082 | val_loss: 0.0311344 | Time: 3117.41 ms [2022-04-02 18:17:04 main:574] : INFO : Epoch 2003 | loss: 0.0311091 | val_loss: 0.0311374 | Time: 3019.28 ms [2022-04-02 18:17:07 main:574] : INFO : Epoch 2004 | loss: 0.0311079 | val_loss: 0.0311356 | Time: 3044.56 ms [2022-04-02 18:17:10 main:574] : INFO : Epoch 2005 | loss: 0.0311049 | val_loss: 0.0311349 | Time: 3040.78 ms [2022-04-02 18:17:13 main:574] : INFO : Epoch 2006 | loss: 0.0311052 | val_loss: 0.0311367 | Time: 3150.59 ms [2022-04-02 18:17:17 main:574] : INFO : Epoch 2007 | loss: 0.0311057 | val_loss: 0.0311397 | Time: 3186.3 ms [2022-04-02 18:17:20 main:574] : INFO : Epoch 2008 | loss: 0.0311099 | val_loss: 0.0311344 | Time: 3195.98 ms [2022-04-02 18:17:23 main:574] : INFO : Epoch 2009 | loss: 0.031107 | val_loss: 0.0311371 | Time: 3199.18 ms [2022-04-02 18:17:26 main:574] : INFO : Epoch 2010 | loss: 0.0311089 | val_loss: 0.0311346 | Time: 3242.66 ms [2022-04-02 18:17:30 main:574] : INFO : Epoch 2011 | loss: 0.0311069 | val_loss: 0.0311369 | Time: 3431.17 ms [2022-04-02 18:17:33 main:574] : INFO : Epoch 2012 | loss: 0.0311083 | val_loss: 0.0311345 | Time: 3246.85 ms [2022-04-02 18:17:36 main:574] : INFO : Epoch 2013 | loss: 0.0311087 | val_loss: 0.0311387 | Time: 3299.42 ms [2022-04-02 18:17:40 main:574] : INFO : Epoch 2014 | loss: 0.0311083 | val_loss: 0.0311399 | Time: 3373.45 ms [2022-04-02 18:17:43 main:574] : INFO : Epoch 2015 | loss: 0.0311076 | val_loss: 0.0311328 | Time: 3080.11 ms [2022-04-02 18:17:46 main:574] : INFO : Epoch 2016 | loss: 0.0311168 | val_loss: 0.03114 | Time: 3025.38 ms [2022-04-02 18:17:49 main:574] : INFO : Epoch 2017 | loss: 0.0311166 | val_loss: 0.0311406 | Time: 3325.95 ms [2022-04-02 18:17:52 main:574] : INFO : Epoch 2018 | loss: 0.0311124 | val_loss: 0.0311373 | Time: 3055 ms [2022-04-02 18:17:55 main:574] : INFO : Epoch 2019 | loss: 0.0311112 | val_loss: 0.0311372 | Time: 3159.92 ms [2022-04-02 18:17:59 main:574] : INFO : Epoch 2020 | loss: 0.0311104 | val_loss: 0.0311347 | Time: 3174.72 ms [2022-04-02 18:18:02 main:574] : INFO : Epoch 2021 | loss: 0.0311094 | val_loss: 0.0311417 | Time: 3016.59 ms [2022-04-02 18:18:05 main:574] : INFO : Epoch 2022 | loss: 0.0311092 | val_loss: 0.0311397 | Time: 3059.12 ms [2022-04-02 18:18:08 main:574] : INFO : Epoch 2023 | loss: 0.0311081 | val_loss: 0.0311374 | Time: 3312.28 ms [2022-04-02 18:18:11 main:574] : INFO : Epoch 2024 | loss: 0.0311079 | val_loss: 0.0311366 | Time: 3327.84 ms [2022-04-02 18:18:15 main:574] : INFO : Epoch 2025 | loss: 0.0311068 | val_loss: 0.0311367 | Time: 3192.34 ms [2022-04-02 18:18:18 main:574] : INFO : Epoch 2026 | loss: 0.0311038 | val_loss: 0.0311356 | Time: 3198.26 ms [2022-04-02 18:18:21 main:574] : INFO : Epoch 2027 | loss: 0.0311021 | val_loss: 0.0311385 | Time: 3066.6 ms [2022-04-02 18:18:24 main:574] : INFO : Epoch 2028 | loss: 0.0311029 | val_loss: 0.0311373 | Time: 3154.5 ms [2022-04-02 18:18:27 main:574] : INFO : Epoch 2029 | loss: 0.0311025 | val_loss: 0.0311335 | Time: 3174.28 ms [2022-04-02 18:18:31 main:574] : INFO : Epoch 2030 | loss: 0.0311033 | val_loss: 0.0311367 | Time: 3097.71 ms [2022-04-02 18:18:34 main:574] : INFO : Epoch 2031 | loss: 0.0311032 | val_loss: 0.0311386 | Time: 3202.81 ms [2022-04-02 18:18:37 main:574] : INFO : Epoch 2032 | loss: 0.0311036 | val_loss: 0.0311402 | Time: 3387.48 ms [2022-04-02 18:18:40 main:574] : INFO : Epoch 2033 | loss: 0.0311026 | val_loss: 0.0311381 | Time: 3024.32 ms [2022-04-02 18:18:43 main:574] : INFO : Epoch 2034 | loss: 0.0311041 | val_loss: 0.0311391 | Time: 3170.19 ms [2022-04-02 18:18:47 main:574] : INFO : Epoch 2035 | loss: 0.031122 | val_loss: 0.031153 | Time: 3116.26 ms [2022-04-02 18:18:50 main:574] : INFO : Epoch 2036 | loss: 0.0311278 | val_loss: 0.0311415 | Time: 3476.92 ms [2022-04-02 18:18:53 main:574] : INFO : Epoch 2037 | loss: 0.0311241 | val_loss: 0.0311392 | Time: 3146.3 ms [2022-04-02 18:18:56 main:574] : INFO : Epoch 2038 | loss: 0.0311228 | val_loss: 0.0311424 | Time: 3020.45 ms [2022-04-02 18:19:00 main:574] : INFO : Epoch 2039 | loss: 0.0311204 | val_loss: 0.0311391 | Time: 3221.5 ms [2022-04-02 18:19:03 main:574] : INFO : Epoch 2040 | loss: 0.0311212 | val_loss: 0.0311391 | Time: 3182.02 ms [2022-04-02 18:19:06 main:574] : INFO : Epoch 2041 | loss: 0.0311184 | val_loss: 0.0311429 | Time: 3140.15 ms [2022-04-02 18:19:09 main:574] : INFO : Epoch 2042 | loss: 0.0311215 | val_loss: 0.0311418 | Time: 3196.23 ms [2022-04-02 18:19:12 main:574] : INFO : Epoch 2043 | loss: 0.0311184 | val_loss: 0.031138 | Time: 3155.51 ms [2022-04-02 18:19:16 main:574] : INFO : Epoch 2044 | loss: 0.0311182 | val_loss: 0.0311386 | Time: 3081.2 ms [2022-04-02 18:19:19 main:574] : INFO : Epoch 2045 | loss: 0.0311141 | val_loss: 0.0311424 | Time: 3044.54 ms [2022-04-02 18:19:22 main:574] : INFO : Epoch 2046 | loss: 0.0311121 | val_loss: 0.0311396 | Time: 3225.57 ms [2022-04-02 18:19:25 main:574] : INFO : Epoch 2047 | loss: 0.0311104 | val_loss: 0.0311346 | Time: 3106.92 ms [2022-04-02 18:19:28 main:574] : INFO : Epoch 2048 | loss: 0.0311091 | val_loss: 0.03114 | Time: 3168.59 ms [2022-04-02 18:19:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03114 [2022-04-02 18:19:28 main:603] : INFO : Saving end state to config to file [2022-04-02 18:19:28 main:608] : INFO : Success, exiting.. 18:19:29 (20064): 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)