Task 7713065
| Name | ParityModified-1631727999-22515-1_1 |
| Workunit | 5135817 |
| Created | 30 Sep 2021, 8:05:05 UTC |
| Sent | 30 Sep 2021, 11:35:39 UTC |
| Report deadline | 7 Oct 2021, 11:35:39 UTC |
| Received | 2 Oct 2021, 22:07:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15382 |
| Run time | 2 hours 23 min 49 sec |
| CPU time | 2 hours 20 min 39 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,904.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :45 main:574] : INFO : Epoch 1572 | loss: 0.0311283 | val_loss: 0.0311557 | Time: 4445.93 ms [2021-10-02 21:05:50 main:574] : INFO : Epoch 1573 | loss: 0.0311323 | val_loss: 0.0311511 | Time: 4639.36 ms [2021-10-02 21:05:54 main:574] : INFO : Epoch 1574 | loss: 0.031129 | val_loss: 0.0311522 | Time: 4569.99 ms [2021-10-02 21:05:59 main:574] : INFO : Epoch 1575 | loss: 0.0311266 | val_loss: 0.0311528 | Time: 4355.38 ms [2021-10-02 21:06:03 main:574] : INFO : Epoch 1576 | loss: 0.0311261 | val_loss: 0.0311514 | Time: 4423.87 ms [2021-10-02 21:06:07 main:574] : INFO : Epoch 1577 | loss: 0.0311259 | val_loss: 0.0311488 | Time: 4410.16 ms [2021-10-02 21:06:12 main:574] : INFO : Epoch 1578 | loss: 0.0311271 | val_loss: 0.031152 | Time: 4372.46 ms [2021-10-02 21:06:16 main:574] : INFO : Epoch 1579 | loss: 0.0311278 | val_loss: 0.031163 | Time: 4393.06 ms [2021-10-02 21:06:21 main:574] : INFO : Epoch 1580 | loss: 0.0311291 | val_loss: 0.0311511 | Time: 4889.35 ms [2021-10-02 21:06:26 main:574] : INFO : Epoch 1581 | loss: 0.0311271 | val_loss: 0.0311513 | Time: 4399.31 ms [2021-10-02 21:06:30 main:574] : INFO : Epoch 1582 | loss: 0.031122 | val_loss: 0.0311502 | Time: 4415.33 ms [2021-10-02 21:06:34 main:574] : INFO : Epoch 1583 | loss: 0.0311222 | val_loss: 0.0311487 | Time: 4406.79 ms [2021-10-02 21:06:39 main:574] : INFO : Epoch 1584 | loss: 0.0311211 | val_loss: 0.0311491 | Time: 4704.93 ms [2021-10-02 21:06:43 main:574] : INFO : Epoch 1585 | loss: 0.0311216 | val_loss: 0.0311493 | Time: 4325.99 ms [2021-10-02 21:06:48 main:574] : INFO : Epoch 1586 | loss: 0.0311209 | val_loss: 0.0311504 | Time: 4389.94 ms [2021-10-02 21:06:52 main:574] : INFO : Epoch 1587 | loss: 0.0311249 | val_loss: 0.0311539 | Time: 4418.3 ms [2021-10-02 21:06:57 main:574] : INFO : Epoch 1588 | loss: 0.0311269 | val_loss: 0.0311552 | Time: 4284.83 ms [2021-10-02 21:07:01 main:574] : INFO : Epoch 1589 | loss: 0.0311296 | val_loss: 0.0311539 | Time: 4468.91 ms [2021-10-02 21:07:05 main:574] : INFO : Epoch 1590 | loss: 0.0311269 | val_loss: 0.0311506 | Time: 4374.14 ms [2021-10-02 21:07:10 main:574] : INFO : Epoch 1591 | loss: 0.0311273 | val_loss: 0.0311495 | Time: 4352.88 ms [2021-10-02 21:07:14 main:574] : INFO : Epoch 1592 | loss: 0.0311281 | val_loss: 0.0311461 | Time: 4461.83 ms [2021-10-02 21:07:19 main:574] : INFO : Epoch 1593 | loss: 0.0311275 | val_loss: 0.0311512 | Time: 4550.43 ms [2021-10-02 21:07:23 main:574] : INFO : Epoch 1594 | loss: 0.0311263 | val_loss: 0.0311488 | Time: 4478.94 ms [2021-10-02 21:07:28 main:574] : INFO : Epoch 1595 | loss: 0.0311268 | val_loss: 0.0311458 | Time: 4874.15 ms [2021-10-02 21:07:32 main:574] : INFO : Epoch 1596 | loss: 0.0311239 | val_loss: 0.0311476 | Time: 4333.58 ms [2021-10-02 21:07:37 main:574] : INFO : Epoch 1597 | loss: 0.031124 | val_loss: 0.0311534 | Time: 4415.2 ms [2021-10-02 21:07:41 main:574] : INFO : Epoch 1598 | loss: 0.031122 | val_loss: 0.0311584 | Time: 4419.72 ms [2021-10-02 21:07:46 main:574] : INFO : Epoch 1599 | loss: 0.0311234 | val_loss: 0.0311512 | Time: 4351.69 ms [2021-10-02 21:07:50 main:574] : INFO : Epoch 1600 | loss: 0.0311236 | val_loss: 0.0311548 | Time: 4457.3 ms [2021-10-02 21:07:55 main:574] : INFO : Epoch 1601 | loss: 0.0311248 | val_loss: 0.0311557 | Time: 4417.76 ms [2021-10-02 21:07:59 main:574] : INFO : Epoch 1602 | loss: 0.0311232 | val_loss: 0.0311503 | Time: 4371.53 ms [2021-10-02 21:08:03 main:574] : INFO : Epoch 1603 | loss: 0.0311196 | val_loss: 0.031152 | Time: 4325.46 ms [2021-10-02 21:08:08 main:574] : INFO : Epoch 1604 | loss: 0.0311178 | val_loss: 0.031151 | Time: 4289.07 ms [2021-10-02 21:08:12 main:574] : INFO : Epoch 1605 | loss: 0.0311169 | val_loss: 0.0311491 | Time: 4303.11 ms [2021-10-02 21:08:16 main:574] : INFO : Epoch 1606 | loss: 0.0311198 | val_loss: 0.0311509 | Time: 4414.02 ms [2021-10-02 21:08:21 main:574] : INFO : Epoch 1607 | loss: 0.0311188 | val_loss: 0.0311512 | Time: 4481.37 ms [2021-10-02 21:08:25 main:574] : INFO : Epoch 1608 | loss: 0.0311184 | val_loss: 0.031148 | Time: 4383.62 ms [2021-10-02 21:08:30 main:574] : INFO : Epoch 1609 | loss: 0.0311191 | val_loss: 0.0311494 | Time: 4526.66 ms [2021-10-02 21:08:35 main:574] : INFO : Epoch 1610 | loss: 0.0311175 | val_loss: 0.0311541 | Time: 4786.84 ms [2021-10-02 21:08:39 main:574] : INFO : Epoch 1611 | loss: 0.0311168 | val_loss: 0.0311513 | Time: 4341.32 ms [2021-10-02 21:08:43 main:574] : INFO : Epoch 1612 | loss: 0.031117 | val_loss: 0.0311502 | Time: 4361.72 ms [2021-10-02 21:08:48 main:574] : INFO : Epoch 1613 | loss: 0.0311171 | val_loss: 0.031152 | Time: 4307.49 ms [2021-10-02 21:08:52 main:574] : INFO : Epoch 1614 | loss: 0.0311182 | val_loss: 0.031147 | Time: 4460.31 ms [2021-10-02 21:08:57 main:574] : INFO : Epoch 1615 | loss: 0.0311175 | val_loss: 0.0311506 | Time: 4471.84 ms [2021-10-02 21:09:01 main:574] : INFO : Epoch 1616 | loss: 0.0311216 | val_loss: 0.0311568 | Time: 4456.63 ms [2021-10-02 21:09:05 main:574] : INFO : Epoch 1617 | loss: 0.0311233 | val_loss: 0.0311484 | Time: 4351.77 ms [2021-10-02 21:09:10 main:574] : INFO : Epoch 1618 | loss: 0.0311249 | val_loss: 0.0311575 | Time: 4315.59 ms [2021-10-02 21:09:14 main:574] : INFO : Epoch 1619 | loss: 0.0311232 | val_loss: 0.0311529 | Time: 4435.05 ms [2021-10-02 21:09:18 main:574] : INFO : Epoch 1620 | loss: 0.0311237 | val_loss: 0.0311481 | Time: 4324.4 ms [2021-10-02 21:09:23 main:574] : INFO : Epoch 1621 | loss: 0.0311329 | val_loss: 0.0311526 | Time: 4344.98 ms [2021-10-02 21:09:27 main:574] : INFO : Epoch 1622 | loss: 0.0311441 | val_loss: 0.0311508 | Time: 4474.34 ms [2021-10-02 21:09:32 main:574] : INFO : Epoch 1623 | loss: 0.0311386 | val_loss: 0.0311477 | Time: 4413.08 ms [2021-10-02 21:09:36 main:574] : INFO : Epoch 1624 | loss: 0.0311322 | val_loss: 0.031151 | Time: 4560.91 ms [2021-10-02 21:09:41 main:574] : INFO : Epoch 1625 | loss: 0.0311322 | val_loss: 0.0311538 | Time: 4680.24 ms [2021-10-02 21:09:45 main:574] : INFO : Epoch 1626 | loss: 0.0311284 | val_loss: 0.0311459 | Time: 4343.99 ms [2021-10-02 21:09:50 main:574] : INFO : Epoch 1627 | loss: 0.031125 | val_loss: 0.031147 | Time: 4366.05 ms [2021-10-02 21:09:54 main:574] : INFO : Epoch 1628 | loss: 0.031126 | val_loss: 0.0311533 | Time: 4446.28 ms [2021-10-02 21:09:58 main:574] : INFO : Epoch 1629 | loss: 0.0311262 | val_loss: 0.0311465 | Time: 4368.67 ms [2021-10-02 21:10:03 main:574] : INFO : Epoch 1630 | loss: 0.0311268 | val_loss: 0.0311511 | Time: 4284.1 ms [2021-10-02 21:10:07 main:574] : INFO : Epoch 1631 | loss: 0.0311363 | val_loss: 0.031145 | Time: 4323.37 ms [2021-10-02 21:10:12 main:574] : INFO : Epoch 1632 | loss: 0.0311295 | val_loss: 0.0311471 | Time: 4424.88 ms [2021-10-02 21:10:16 main:574] : INFO : Epoch 1633 | loss: 0.0311265 | val_loss: 0.0311516 | Time: 4420.82 ms [2021-10-02 21:10:20 main:574] : INFO : Epoch 1634 | loss: 0.0311265 | val_loss: 0.0311431 | Time: 4357.39 ms [2021-10-02 21:10:25 main:574] : INFO : Epoch 1635 | loss: 0.0311245 | val_loss: 0.0311475 | Time: 4436 ms [2021-10-02 21:10:29 main:574] : INFO : Epoch 1636 | loss: 0.0311244 | val_loss: 0.0311497 | Time: 4351.43 ms [2021-10-02 21:10:34 main:574] : INFO : Epoch 1637 | loss: 0.031122 | val_loss: 0.0311484 | Time: 4562.42 ms [2021-10-02 21:10:38 main:574] : INFO : Epoch 1638 | loss: 0.0311196 | val_loss: 0.0311502 | Time: 4481.42 ms [2021-10-02 21:10:43 main:574] : INFO : Epoch 1639 | loss: 0.0311185 | val_loss: 0.0311479 | Time: 4643.06 ms [2021-10-02 21:10:48 main:574] : INFO : Epoch 1640 | loss: 0.03112 | val_loss: 0.0311497 | Time: 4708.71 ms [2021-10-02 21:10:52 main:574] : INFO : Epoch 1641 | loss: 0.0311226 | val_loss: 0.031154 | Time: 4419.57 ms [2021-10-02 21:10:56 main:574] : INFO : Epoch 1642 | loss: 0.0311229 | val_loss: 0.0311486 | Time: 4383.28 ms [2021-10-02 21:11:01 main:574] : INFO : Epoch 1643 | loss: 0.0311191 | val_loss: 0.0311488 | Time: 4456.33 ms [2021-10-02 21:11:05 main:574] : INFO : Epoch 1644 | loss: 0.0311206 | val_loss: 0.0311469 | Time: 4345.61 ms [2021-10-02 21:11:10 main:574] : INFO : Epoch 1645 | loss: 0.031123 | val_loss: 0.0311457 | Time: 4353.23 ms [2021-10-02 21:11:14 main:574] : INFO : Epoch 1646 | loss: 0.0311178 | val_loss: 0.031146 | Time: 4338.01 ms [2021-10-02 21:11:18 main:574] : INFO : Epoch 1647 | loss: 0.0311179 | val_loss: 0.0311456 | Time: 4459.85 ms [2021-10-02 21:11:23 main:574] : INFO : Epoch 1648 | loss: 0.0311199 | val_loss: 0.031147 | Time: 4384.91 ms [2021-10-02 21:11:27 main:574] : INFO : Epoch 1649 | loss: 0.031118 | val_loss: 0.0311528 | Time: 4398.42 ms [2021-10-02 21:11:32 main:574] : INFO : Epoch 1650 | loss: 0.0311198 | val_loss: 0.03115 | Time: 4370.75 ms [2021-10-02 21:11:36 main:574] : INFO : Epoch 1651 | loss: 0.0311181 | val_loss: 0.0311521 | Time: 4423.35 ms [2021-10-02 21:11:40 main:574] : INFO : Epoch 1652 | loss: 0.0311207 | val_loss: 0.0311472 | Time: 4509.15 ms [2021-10-02 21:11:45 main:574] : INFO : Epoch 1653 | loss: 0.0311203 | val_loss: 0.031148 | Time: 4488.21 ms [2021-10-02 21:11:50 main:574] : INFO : Epoch 1654 | loss: 0.0311215 | val_loss: 0.0311443 | Time: 4576.39 ms [2021-10-02 21:11:54 main:574] : INFO : Epoch 1655 | loss: 0.0311263 | val_loss: 0.0311489 | Time: 4607.46 ms [2021-10-02 21:11:59 main:574] : INFO : Epoch 1656 | loss: 0.031123 | val_loss: 0.0311439 | Time: 4374.33 ms [2021-10-02 21:12:03 main:574] : INFO : Epoch 1657 | loss: 0.0311205 | val_loss: 0.0311455 | Time: 4383.81 ms [2021-10-02 21:12:07 main:574] : INFO : Epoch 1658 | loss: 0.0311177 | val_loss: 0.0311469 | Time: 4331.47 ms [2021-10-02 21:12:12 main:574] : INFO : Epoch 1659 | loss: 0.0311296 | val_loss: 0.0311452 | Time: 4364.22 ms [2021-10-02 21:12:16 main:574] : INFO : Epoch 1660 | loss: 0.0311343 | val_loss: 0.0311497 | Time: 4329.57 ms [2021-10-02 21:12:20 main:574] : INFO : Epoch 1661 | loss: 0.031129 | val_loss: 0.031143 | Time: 4427.64 ms [2021-10-02 21:12:25 main:574] : INFO : Epoch 1662 | loss: 0.0311239 | val_loss: 0.031143 | Time: 4405.84 ms [2021-10-02 21:12:29 main:574] : INFO : Epoch 1663 | loss: 0.031124 | val_loss: 0.0311455 | Time: 4295.48 ms [2021-10-02 21:12:34 main:574] : INFO : Epoch 1664 | loss: 0.0311241 | val_loss: 0.0311462 | Time: 4405.76 ms [2021-10-02 21:12:38 main:574] : INFO : Epoch 1665 | loss: 0.0311203 | val_loss: 0.0311531 | Time: 4254.66 ms [2021-10-02 21:12:42 main:574] : INFO : Epoch 1666 | loss: 0.0311229 | val_loss: 0.0311511 | Time: 4481.57 ms [2021-10-02 21:12:47 main:574] : INFO : Epoch 1667 | loss: 0.0311247 | val_loss: 0.0311493 | Time: 4443.4 ms [2021-10-02 21:12:51 main:574] : INFO : Epoch 1668 | loss: 0.0311246 | val_loss: 0.0311474 | Time: 4540.51 ms [2021-10-02 21:12:56 main:574] : INFO : Epoch 1669 | loss: 0.0311222 | val_loss: 0.0311479 | Time: 4644.83 ms [2021-10-02 21:13:01 main:574] : INFO : Epoch 1670 | loss: 0.0311198 | val_loss: 0.0311536 | Time: 4655.64 ms [2021-10-02 21:13:05 main:574] : INFO : Epoch 1671 | loss: 0.031117 | val_loss: 0.0311474 | Time: 4398.7 ms [2021-10-02 21:13:09 main:574] : INFO : Epoch 1672 | loss: 0.0311158 | val_loss: 0.0311443 | Time: 4451.4 ms [2021-10-02 21:13:14 main:574] : INFO : Epoch 1673 | loss: 0.0311161 | val_loss: 0.0311488 | Time: 4399.46 ms [2021-10-02 21:13:18 main:574] : INFO : Epoch 1674 | loss: 0.0311204 | val_loss: 0.0311487 | Time: 4377.97 ms [2021-10-02 21:13:23 main:574] : INFO : Epoch 1675 | loss: 0.0311236 | val_loss: 0.0311456 | Time: 4346.47 ms [2021-10-02 21:13:27 main:574] : INFO : Epoch 1676 | loss: 0.0311196 | val_loss: 0.0311494 | Time: 4285.93 ms [2021-10-02 21:13:31 main:574] : INFO : Epoch 1677 | loss: 0.0311199 | val_loss: 0.0311438 | Time: 4205.91 ms [2021-10-02 21:13:35 main:574] : INFO : Epoch 1678 | loss: 0.0311188 | val_loss: 0.0311452 | Time: 4366.27 ms [2021-10-02 21:13:40 main:574] : INFO : Epoch 1679 | loss: 0.031116 | val_loss: 0.0311496 | Time: 4359.08 ms [2021-10-02 21:13:44 main:574] : INFO : Epoch 1680 | loss: 0.0311157 | val_loss: 0.0311429 | Time: 4422.39 ms [2021-10-02 21:13:49 main:574] : INFO : Epoch 1681 | loss: 0.0311138 | val_loss: 0.0311472 | Time: 4468.25 ms [2021-10-02 21:13:53 main:574] : INFO : Epoch 1682 | loss: 0.0311136 | val_loss: 0.0311427 | Time: 4516.13 ms [2021-10-02 21:13:58 main:574] : INFO : Epoch 1683 | loss: 0.0311124 | val_loss: 0.0311473 | Time: 4429.28 ms [2021-10-02 21:14:02 main:574] : INFO : Epoch 1684 | loss: 0.0311126 | val_loss: 0.0311446 | Time: 4718.09 ms [2021-10-02 21:14:07 main:574] : INFO : Epoch 1685 | loss: 0.0311133 | val_loss: 0.0311448 | Time: 4532.85 ms [2021-10-02 21:14:11 main:574] : INFO : Epoch 1686 | loss: 0.0311134 | val_loss: 0.0311508 | Time: 4294.08 ms [2021-10-02 21:14:16 main:574] : INFO : Epoch 1687 | loss: 0.0311126 | val_loss: 0.0311493 | Time: 4361.74 ms [2021-10-02 21:14:20 main:574] : INFO : Epoch 1688 | loss: 0.0311176 | val_loss: 0.0311496 | Time: 4380.72 ms [2021-10-02 21:14:24 main:574] : INFO : Epoch 1689 | loss: 0.0311472 | val_loss: 0.0311537 | Time: 4273.55 ms [2021-10-02 21:14:29 main:574] : INFO : Epoch 1690 | loss: 0.0311361 | val_loss: 0.0311523 | Time: 4392.09 ms [2021-10-02 21:14:33 main:574] : INFO : Epoch 1691 | loss: 0.0311286 | val_loss: 0.0311403 | Time: 4312.97 ms [2021-10-02 21:14:37 main:574] : INFO : Epoch 1692 | loss: 0.0311221 | val_loss: 0.0311397 | Time: 4436.5 ms [2021-10-02 21:14:42 main:574] : INFO : Epoch 1693 | loss: 0.0311198 | val_loss: 0.0311488 | Time: 4387.5 ms [2021-10-02 21:14:46 main:574] : INFO : Epoch 1694 | loss: 0.0311218 | val_loss: 0.0311465 | Time: 4260.15 ms [2021-10-02 21:14:50 main:574] : INFO : Epoch 1695 | loss: 0.0311154 | val_loss: 0.0311427 | Time: 4340.08 ms [2021-10-02 21:14:55 main:574] : INFO : Epoch 1696 | loss: 0.0311144 | val_loss: 0.0311427 | Time: 4365.07 ms [2021-10-02 21:14:59 main:574] : INFO : Epoch 1697 | loss: 0.0311219 | val_loss: 0.0311524 | Time: 4504.72 ms [2021-10-02 21:15:04 main:574] : INFO : Epoch 1698 | loss: 0.03112 | val_loss: 0.0311466 | Time: 4410.41 ms [2021-10-02 21:15:09 main:574] : INFO : Epoch 1699 | loss: 0.0311164 | val_loss: 0.0311471 | Time: 4857.19 ms [2021-10-02 21:15:13 main:574] : INFO : Epoch 1700 | loss: 0.0311211 | val_loss: 0.0311539 | Time: 4470.63 ms [2021-10-02 21:15:18 main:574] : INFO : Epoch 1701 | loss: 0.0311249 | val_loss: 0.0311481 | Time: 4420.09 ms [2021-10-02 21:15:22 main:574] : INFO : Epoch 1702 | loss: 0.0311205 | val_loss: 0.0311475 | Time: 4341.51 ms [2021-10-02 21:15:26 main:574] : INFO : Epoch 1703 | loss: 0.0311171 | val_loss: 0.0311423 | Time: 4412.77 ms [2021-10-02 21:15:31 main:574] : INFO : Epoch 1704 | loss: 0.0311162 | val_loss: 0.031146 | Time: 4357.59 ms [2021-10-02 21:15:35 main:574] : INFO : Epoch 1705 | loss: 0.0311176 | val_loss: 0.031148 | Time: 4463.39 ms [2021-10-02 21:15:39 main:574] : INFO : Epoch 1706 | loss: 0.0311162 | val_loss: 0.0311461 | Time: 4324.88 ms [2021-10-02 21:15:44 main:574] : INFO : Epoch 1707 | loss: 0.031116 | val_loss: 0.0311432 | Time: 4417.88 ms [2021-10-02 21:15:48 main:574] : INFO : Epoch 1708 | loss: 0.0311152 | val_loss: 0.0311433 | Time: 4552.08 ms [2021-10-02 21:15:53 main:574] : INFO : Epoch 1709 | loss: 0.0311162 | val_loss: 0.0311488 | Time: 4372.94 ms [2021-10-02 21:15:57 main:574] : INFO : Epoch 1710 | loss: 0.031114 | val_loss: 0.0311463 | Time: 4355.8 ms [2021-10-02 21:16:02 main:574] : INFO : Epoch 1711 | loss: 0.0311144 | val_loss: 0.0311429 | Time: 4374.26 ms [2021-10-02 21:16:06 main:574] : INFO : Epoch 1712 | loss: 0.0311676 | val_loss: 0.0312433 | Time: 4507.11 ms [2021-10-02 21:16:11 main:574] : INFO : Epoch 1713 | loss: 0.0312428 | val_loss: 0.0312419 | Time: 4382.96 ms [2021-10-02 21:16:15 main:574] : INFO : Epoch 1714 | loss: 0.0312541 | val_loss: 0.0312594 | Time: 4685.07 ms [2021-10-02 21:16:20 main:574] : INFO : Epoch 1715 | loss: 0.0315432 | val_loss: 0.0315539 | Time: 4488.54 ms [2021-10-02 21:16:24 main:574] : INFO : Epoch 1716 | loss: 0.031709 | val_loss: 0.0314837 | Time: 4490.61 ms [2021-10-02 21:16:29 main:574] : INFO : Epoch 1717 | loss: 0.0313723 | val_loss: 0.0312518 | Time: 4371.28 ms [2021-10-02 21:16:33 main:574] : INFO : Epoch 1718 | loss: 0.0312503 | val_loss: 0.0312256 | Time: 4411.44 ms [2021-10-02 21:16:38 main:574] : INFO : Epoch 1719 | loss: 0.0312261 | val_loss: 0.0312148 | Time: 4539.46 ms [2021-10-02 21:16:42 main:574] : INFO : Epoch 1720 | loss: 0.0312138 | val_loss: 0.0312097 | Time: 4469.1 ms [2021-10-02 21:16:46 main:574] : INFO : Epoch 1721 | loss: 0.0312108 | val_loss: 0.0312112 | Time: 4294.5 ms [2021-10-02 21:16:51 main:574] : INFO : Epoch 1722 | loss: 0.031209 | val_loss: 0.0312118 | Time: 4312.47 ms [2021-10-02 21:16:55 main:574] : INFO : Epoch 1723 | loss: 0.0312085 | val_loss: 0.031209 | Time: 4344.36 ms [2021-10-02 21:16:59 main:574] : INFO : Epoch 1724 | loss: 0.0312088 | val_loss: 0.0312068 | Time: 4421.25 ms [2021-10-02 21:17:04 main:574] : INFO : Epoch 1725 | loss: 0.0312083 | val_loss: 0.0312114 | Time: 4345.18 ms [2021-10-02 21:17:08 main:574] : INFO : Epoch 1726 | loss: 0.031207 | val_loss: 0.0312086 | Time: 4465.67 ms [2021-10-02 21:17:13 main:574] : INFO : Epoch 1727 | loss: 0.0312044 | val_loss: 0.0312045 | Time: 4458.76 ms [2021-10-02 21:17:17 main:574] : INFO : Epoch 1728 | loss: 0.0312045 | val_loss: 0.0312038 | Time: 4421.79 ms [2021-10-02 21:17:22 main:574] : INFO : Epoch 1729 | loss: 0.0312047 | val_loss: 0.0312071 | Time: 4759 ms [2021-10-02 21:17:26 main:574] : INFO : Epoch 1730 | loss: 0.0312056 | val_loss: 0.0312025 | Time: 4467.91 ms [2021-10-02 21:17:31 main:574] : INFO : Epoch 1731 | loss: 0.031205 | val_loss: 0.0312039 | Time: 4359.66 ms [2021-10-02 21:17:35 main:574] : INFO : Epoch 1732 | loss: 0.0312037 | val_loss: 0.0312015 | Time: 4476.59 ms [2021-10-02 21:17:40 main:574] : INFO : Epoch 1733 | loss: 0.0312027 | val_loss: 0.0312017 | Time: 4425.89 ms [2021-10-02 21:17:44 main:574] : INFO : Epoch 1734 | loss: 0.0312024 | val_loss: 0.0312033 | Time: 4436.89 ms [2021-10-02 21:17:48 main:574] : INFO : Epoch 1735 | loss: 0.0312018 | val_loss: 0.0312028 | Time: 4377.61 ms [2021-10-02 21:17:53 main:574] : INFO : Epoch 1736 | loss: 0.0312038 | val_loss: 0.0311996 | Time: 4340.48 ms [2021-10-02 21:17:57 main:574] : INFO : Epoch 1737 | loss: 0.031201 | val_loss: 0.031205 | Time: 4451.28 ms [2021-10-02 21:18:02 main:574] : INFO : Epoch 1738 | loss: 0.0312007 | val_loss: 0.0312024 | Time: 4488.23 ms [2021-10-02 21:18:06 main:574] : INFO : Epoch 1739 | loss: 0.0311991 | val_loss: 0.0311997 | Time: 4332.08 ms [2021-10-02 21:18:11 main:574] : INFO : Epoch 1740 | loss: 0.031198 | val_loss: 0.0311975 | Time: 4407.12 ms [2021-10-02 21:18:15 main:574] : INFO : Epoch 1741 | loss: 0.0311979 | val_loss: 0.0311979 | Time: 4454.95 ms [2021-10-02 21:18:20 main:574] : INFO : Epoch 1742 | loss: 0.0311966 | val_loss: 0.0312001 | Time: 4624.77 ms [2021-10-02 21:18:24 main:574] : INFO : Epoch 1743 | loss: 0.0311962 | val_loss: 0.0311987 | Time: 4436.82 ms [2021-10-02 21:18:29 main:574] : INFO : Epoch 1744 | loss: 0.031196 | val_loss: 0.0311959 | Time: 4925.56 ms [2021-10-02 21:18:33 main:574] : INFO : Epoch 1745 | loss: 0.0311946 | val_loss: 0.0311974 | Time: 4380.23 ms [2021-10-02 21:18:38 main:574] : INFO : Epoch 1746 | loss: 0.0311951 | val_loss: 0.0311946 | Time: 4354.17 ms [2021-10-02 21:18:42 main:574] : INFO : Epoch 1747 | loss: 0.0311936 | val_loss: 0.0311943 | Time: 4406.67 ms [2021-10-02 21:18:47 main:574] : INFO : Epoch 1748 | loss: 0.0311933 | val_loss: 0.0311948 | Time: 4451.58 ms [2021-10-02 21:18:51 main:574] : INFO : Epoch 1749 | loss: 0.031193 | val_loss: 0.0311929 | Time: 4475.78 ms [2021-10-02 21:18:55 main:574] : INFO : Epoch 1750 | loss: 0.0311933 | val_loss: 0.031194 | Time: 4388.76 ms [2021-10-02 21:19:00 main:574] : INFO : Epoch 1751 | loss: 0.0311924 | val_loss: 0.0311925 | Time: 4298.6 ms [2021-10-02 21:19:04 main:574] : INFO : Epoch 1752 | loss: 0.0311915 | val_loss: 0.0311916 | Time: 4389.76 ms [2021-10-02 21:19:09 main:574] : INFO : Epoch 1753 | loss: 0.0311908 | val_loss: 0.0311923 | Time: 4433.33 ms [2021-10-02 21:19:13 main:574] : INFO : Epoch 1754 | loss: 0.0311905 | val_loss: 0.0311907 | Time: 4360.45 ms [2021-10-02 21:19:17 main:574] : INFO : Epoch 1755 | loss: 0.0311907 | val_loss: 0.0311907 | Time: 4355.61 ms [2021-10-02 21:19:22 main:574] : INFO : Epoch 1756 | loss: 0.0311906 | val_loss: 0.031191 | Time: 4565.39 ms [2021-10-02 21:19:26 main:574] : INFO : Epoch 1757 | loss: 0.0311899 | val_loss: 0.03119 | Time: 4457.76 ms [2021-10-02 21:19:31 main:574] : INFO : Epoch 1758 | loss: 0.0311904 | val_loss: 0.0311904 | Time: 4305.66 ms [2021-10-02 21:19:36 main:574] : INFO : Epoch 1759 | loss: 0.0311898 | val_loss: 0.0311899 | Time: 4921.67 ms [2021-10-02 21:19:40 main:574] : INFO : Epoch 1760 | loss: 0.0311933 | val_loss: 0.0311924 | Time: 4323.46 ms [2021-10-02 21:19:44 main:574] : INFO : Epoch 1761 | loss: 0.0311891 | val_loss: 0.0311906 | Time: 4293.5 ms [2021-10-02 21:19:49 main:574] : INFO : Epoch 1762 | loss: 0.0311892 | val_loss: 0.0311908 | Time: 4307.68 ms [2021-10-02 21:19:53 main:574] : INFO : Epoch 1763 | loss: 0.0311888 | val_loss: 0.0311904 | Time: 4265.75 ms [2021-10-02 21:19:57 main:574] : INFO : Epoch 1764 | loss: 0.0311888 | val_loss: 0.0311906 | Time: 4285.87 ms [2021-10-02 21:20:02 main:574] : INFO : Epoch 1765 | loss: 0.0311892 | val_loss: 0.0311901 | Time: 4366.91 ms [2021-10-02 21:20:06 main:574] : INFO : Epoch 1766 | loss: 0.0311886 | val_loss: 0.0311905 | Time: 4356.9 ms [2021-10-02 21:20:10 main:574] : INFO : Epoch 1767 | loss: 0.0311903 | val_loss: 0.0311899 | Time: 4366.28 ms [2021-10-02 21:20:15 main:574] : INFO : Epoch 1768 | loss: 0.0311906 | val_loss: 0.0311908 | Time: 4398.38 ms [2021-10-02 21:20:19 main:574] : INFO : Epoch 1769 | loss: 0.0311867 | val_loss: 0.0311891 | Time: 4417.85 ms [2021-10-02 21:20:24 main:574] : INFO : Epoch 1770 | loss: 0.0311869 | val_loss: 0.0311894 | Time: 4442.02 ms [2021-10-02 21:20:28 main:574] : INFO : Epoch 1771 | loss: 0.0311877 | val_loss: 0.031193 | Time: 4439.73 ms [2021-10-02 21:20:32 main:574] : INFO : Epoch 1772 | loss: 0.0311882 | val_loss: 0.0311893 | Time: 4419.99 ms [2021-10-02 21:20:37 main:574] : INFO : Epoch 1773 | loss: 0.031188 | val_loss: 0.0311903 | Time: 4371.46 ms [2021-10-02 21:20:42 main:574] : INFO : Epoch 1774 | loss: 0.0311862 | val_loss: 0.0311899 | Time: 4842.2 ms [2021-10-02 21:20:46 main:574] : INFO : Epoch 1775 | loss: 0.0311875 | val_loss: 0.0311898 | Time: 4490.95 ms [2021-10-02 21:20:51 main:574] : INFO : Epoch 1776 | loss: 0.0311861 | val_loss: 0.0311884 | Time: 4513.06 ms [2021-10-02 21:20:55 main:574] : INFO : Epoch 1777 | loss: 0.0311857 | val_loss: 0.0311878 | Time: 4293.61 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1070) [2021-10-03 00:46:32 main:435] : INFO : Set logging level to 1 [2021-10-03 00:46:32 main:441] : INFO : Running in BOINC Client mode [2021-10-03 00:46:32 main:444] : INFO : Resolving all filenames [2021-10-03 00:46:32 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-10-03 00:46:32 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631727999-22515-1_1_r763804387_1 (exists = 1) [2021-10-03 00:46:32 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631727999-22515-1_1_r763804387_0 (exists = 0) [2021-10-03 00:46:32 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1631727999-22515-1 (exists = 1) [2021-10-03 00:46:32 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-10-03 00:46:32 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-10-03 00:46:32 main:474] : INFO : Configuration: [2021-10-03 00:46:32 main:475] : INFO : Model type: GRU [2021-10-03 00:46:32 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-10-03 00:46:32 main:477] : INFO : Max Epochs: 2048 [2021-10-03 00:46:32 main:478] : INFO : Batch Size: 128 [2021-10-03 00:46:32 main:479] : INFO : Learning Rate: 0.01 [2021-10-03 00:46:32 main:480] : INFO : Patience: 10 [2021-10-03 00:46:32 main:481] : INFO : Hidden Width: 12 [2021-10-03 00:46:32 main:482] : INFO : # Recurrent Layers: 4 [2021-10-03 00:46:32 main:483] : INFO : # Backend Layers: 4 [2021-10-03 00:46:32 main:484] : INFO : # Threads: 1 [2021-10-03 00:46:32 main:486] : INFO : Preparing Dataset [2021-10-03 00:46:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-03 00:46:32 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-03 00:46:34 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-10-03 00:46:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-03 00:46:34 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-10-03 00:46:34 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-10-03 00:46:34 main:494] : INFO : Creating Model [2021-10-03 00:46:34 main:507] : INFO : Preparing config file [2021-10-03 00:46:34 main:511] : INFO : Found checkpoint, attempting to load... [2021-10-03 00:46:34 main:512] : INFO : Loading config [2021-10-03 00:46:34 main:514] : INFO : Loading state [2021-10-03 00:46:35 main:559] : INFO : Loading DataLoader into Memory [2021-10-03 00:46:35 main:562] : INFO : Starting Training [2021-10-03 00:46:39 main:574] : INFO : Epoch 1778 | loss: 0.0312946 | val_loss: 0.0312512 | Time: 4619.17 ms [2021-10-03 00:46:44 main:574] : INFO : Epoch 1779 | loss: 0.0312148 | val_loss: 0.0311874 | Time: 4644.81 ms [2021-10-03 00:46:48 main:574] : INFO : Epoch 1780 | loss: 0.0311888 | val_loss: 0.0311828 | Time: 4504.22 ms [2021-10-03 00:46:53 main:574] : INFO : Epoch 1781 | loss: 0.0311872 | val_loss: 0.0311814 | Time: 4670.04 ms [2021-10-03 00:46:58 main:574] : INFO : Epoch 1782 | loss: 0.0311794 | val_loss: 0.0311767 | Time: 5073.07 ms [2021-10-03 00:47:03 main:574] : INFO : Epoch 1783 | loss: 0.0311751 | val_loss: 0.0311724 | Time: 4381.89 ms [2021-10-03 00:47:07 main:574] : INFO : Epoch 1784 | loss: 0.0311724 | val_loss: 0.0311695 | Time: 4432.11 ms [2021-10-03 00:47:11 main:574] : INFO : Epoch 1785 | loss: 0.0311699 | val_loss: 0.0311642 | Time: 4462.64 ms [2021-10-03 00:47:16 main:574] : INFO : Epoch 1786 | loss: 0.0311661 | val_loss: 0.0311637 | Time: 4473.18 ms [2021-10-03 00:47:20 main:574] : INFO : Epoch 1787 | loss: 0.0311655 | val_loss: 0.0311632 | Time: 4445.92 ms [2021-10-03 00:47:25 main:574] : INFO : Epoch 1788 | loss: 0.0311632 | val_loss: 0.0311604 | Time: 4493.93 ms [2021-10-03 00:47:29 main:574] : INFO : Epoch 1789 | loss: 0.0311633 | val_loss: 0.0311709 | Time: 4397.3 ms [2021-10-03 00:47:34 main:574] : INFO : Epoch 1790 | loss: 0.0311645 | val_loss: 0.031161 | Time: 4498.46 ms [2021-10-03 00:47:38 main:574] : INFO : Epoch 1791 | loss: 0.0311592 | val_loss: 0.0311571 | Time: 4471.71 ms [2021-10-03 00:47:43 main:574] : INFO : Epoch 1792 | loss: 0.0311559 | val_loss: 0.0311569 | Time: 4490.91 ms [2021-10-03 00:47:47 main:574] : INFO : Epoch 1793 | loss: 0.0311537 | val_loss: 0.0311539 | Time: 4435.84 ms [2021-10-03 00:47:52 main:574] : INFO : Epoch 1794 | loss: 0.0311539 | val_loss: 0.0311537 | Time: 4617.01 ms [2021-10-03 00:47:56 main:574] : INFO : Epoch 1795 | loss: 0.0311518 | val_loss: 0.0311596 | Time: 4547.38 ms [2021-10-03 00:48:01 main:574] : INFO : Epoch 1796 | loss: 0.0311494 | val_loss: 0.0311523 | Time: 4837.04 ms [2021-10-03 00:48:06 main:574] : INFO : Epoch 1797 | loss: 0.0311475 | val_loss: 0.0311509 | Time: 4509.61 ms [2021-10-03 00:48:10 main:574] : INFO : Epoch 1798 | loss: 0.0311475 | val_loss: 0.0311558 | Time: 4476.75 ms [2021-10-03 00:48:15 main:574] : INFO : Epoch 1799 | loss: 0.0311477 | val_loss: 0.0311499 | Time: 4486.42 ms [2021-10-03 00:48:19 main:574] : INFO : Epoch 1800 | loss: 0.0311451 | val_loss: 0.0311488 | Time: 4428.11 ms [2021-10-03 00:48:24 main:574] : INFO : Epoch 1801 | loss: 0.031144 | val_loss: 0.0311527 | Time: 4302.45 ms [2021-10-03 00:48:28 main:574] : INFO : Epoch 1802 | loss: 0.0311457 | val_loss: 0.0311496 | Time: 4506.37 ms [2021-10-03 00:48:32 main:574] : INFO : Epoch 1803 | loss: 0.0311427 | val_loss: 0.0311449 | Time: 4329.84 ms [2021-10-03 00:48:37 main:574] : INFO : Epoch 1804 | loss: 0.0311452 | val_loss: 0.0311584 | Time: 4504.36 ms [2021-10-03 00:48:41 main:574] : INFO : Epoch 1805 | loss: 0.0311454 | val_loss: 0.0311474 | Time: 4461.84 ms [2021-10-03 00:48:46 main:574] : INFO : Epoch 1806 | loss: 0.0311407 | val_loss: 0.0311469 | Time: 4610.95 ms [2021-10-03 00:48:50 main:574] : INFO : Epoch 1807 | loss: 0.0311438 | val_loss: 0.0311612 | Time: 4463.46 ms [2021-10-03 00:48:55 main:574] : INFO : Epoch 1808 | loss: 0.0311426 | val_loss: 0.0311462 | Time: 4482.53 ms [2021-10-03 00:48:59 main:574] : INFO : Epoch 1809 | loss: 0.0311392 | val_loss: 0.031147 | Time: 4519.86 ms [2021-10-03 00:49:04 main:574] : INFO : Epoch 1810 | loss: 0.0311391 | val_loss: 0.0311456 | Time: 4629.19 ms [2021-10-03 00:49:09 main:574] : INFO : Epoch 1811 | loss: 0.0311401 | val_loss: 0.0311469 | Time: 4976.94 ms [2021-10-03 00:49:14 main:574] : INFO : Epoch 1812 | loss: 0.031138 | val_loss: 0.0311434 | Time: 4531.21 ms [2021-10-03 00:49:18 main:574] : INFO : Epoch 1813 | loss: 0.0311381 | val_loss: 0.0311461 | Time: 4493.42 ms [2021-10-03 00:49:23 main:574] : INFO : Epoch 1814 | loss: 0.0311399 | val_loss: 0.0311456 | Time: 4518.79 ms [2021-10-03 00:49:27 main:574] : INFO : Epoch 1815 | loss: 0.0311409 | val_loss: 0.0311455 | Time: 4397.93 ms [2021-10-03 00:49:32 main:574] : INFO : Epoch 1816 | loss: 0.0311381 | val_loss: 0.0311489 | Time: 4571.68 ms [2021-10-03 00:49:36 main:574] : INFO : Epoch 1817 | loss: 0.031138 | val_loss: 0.0311429 | Time: 4496.48 ms [2021-10-03 00:49:41 main:574] : INFO : Epoch 1818 | loss: 0.0311391 | val_loss: 0.0311473 | Time: 4455.75 ms [2021-10-03 00:49:45 main:574] : INFO : Epoch 1819 | loss: 0.031138 | val_loss: 0.0311427 | Time: 4416.32 ms [2021-10-03 00:49:50 main:574] : INFO : Epoch 1820 | loss: 0.0311359 | val_loss: 0.0311445 | Time: 4523.98 ms [2021-10-03 00:49:54 main:574] : INFO : Epoch 1821 | loss: 0.0311354 | val_loss: 0.031145 | Time: 4410.74 ms [2021-10-03 00:49:58 main:574] : INFO : Epoch 1822 | loss: 0.0311466 | val_loss: 0.0311493 | Time: 4422.65 ms [2021-10-03 00:50:03 main:574] : INFO : Epoch 1823 | loss: 0.0311392 | val_loss: 0.0311492 | Time: 4675.17 ms [2021-10-03 00:50:08 main:574] : INFO : Epoch 1824 | loss: 0.0311365 | val_loss: 0.0311461 | Time: 4551.22 ms [2021-10-03 00:50:13 main:574] : INFO : Epoch 1825 | loss: 0.0311365 | val_loss: 0.0311468 | Time: 4890.23 ms [2021-10-03 00:50:17 main:574] : INFO : Epoch 1826 | loss: 0.0311383 | val_loss: 0.0311498 | Time: 4512.68 ms [2021-10-03 00:50:22 main:574] : INFO : Epoch 1827 | loss: 0.0311392 | val_loss: 0.0311461 | Time: 4507.04 ms [2021-10-03 00:50:26 main:574] : INFO : Epoch 1828 | loss: 0.0311361 | val_loss: 0.0311474 | Time: 4519.41 ms [2021-10-03 00:50:30 main:574] : INFO : Epoch 1829 | loss: 0.0311345 | val_loss: 0.0311465 | Time: 4358.63 ms [2021-10-03 00:50:35 main:574] : INFO : Epoch 1830 | loss: 0.0311351 | val_loss: 0.0311454 | Time: 4456.22 ms [2021-10-03 00:50:39 main:574] : INFO : Epoch 1831 | loss: 0.0311384 | val_loss: 0.0311486 | Time: 4453.55 ms [2021-10-03 00:50:44 main:574] : INFO : Epoch 1832 | loss: 0.0311336 | val_loss: 0.031145 | Time: 4411.59 ms [2021-10-03 00:50:48 main:574] : INFO : Epoch 1833 | loss: 0.0311329 | val_loss: 0.0311482 | Time: 4533.72 ms [2021-10-03 00:50:53 main:574] : INFO : Epoch 1834 | loss: 0.0311331 | val_loss: 0.0311467 | Time: 4531.96 ms [2021-10-03 00:50:57 main:574] : INFO : Epoch 1835 | loss: 0.0311326 | val_loss: 0.0311487 | Time: 4407.52 ms [2021-10-03 00:51:02 main:574] : INFO : Epoch 1836 | loss: 0.0311325 | val_loss: 0.0311462 | Time: 4584.58 ms [2021-10-03 00:51:06 main:574] : INFO : Epoch 1837 | loss: 0.0311334 | val_loss: 0.0311461 | Time: 4430.36 ms [2021-10-03 00:51:11 main:574] : INFO : Epoch 1838 | loss: 0.0311323 | val_loss: 0.0311443 | Time: 4653.88 ms [2021-10-03 00:51:15 main:574] : INFO : Epoch 1839 | loss: 0.0311307 | val_loss: 0.0311462 | Time: 4486.29 ms [2021-10-03 00:51:20 main:574] : INFO : Epoch 1840 | loss: 0.0311326 | val_loss: 0.0311488 | Time: 5012.14 ms [2021-10-03 00:51:25 main:574] : INFO : Epoch 1841 | loss: 0.0311331 | val_loss: 0.0311478 | Time: 4387.61 ms [2021-10-03 00:51:29 main:574] : INFO : Epoch 1842 | loss: 0.0311335 | val_loss: 0.0311508 | Time: 4592.97 ms [2021-10-03 00:51:34 main:574] : INFO : Epoch 1843 | loss: 0.0311334 | val_loss: 0.0311492 | Time: 4496.35 ms [2021-10-03 00:51:39 main:574] : INFO : Epoch 1844 | loss: 0.0311324 | val_loss: 0.031146 | Time: 4580.3 ms [2021-10-03 00:51:43 main:574] : INFO : Epoch 1845 | loss: 0.0311306 | val_loss: 0.0311486 | Time: 4482.97 ms [2021-10-03 00:51:48 main:574] : INFO : Epoch 1846 | loss: 0.0311302 | val_loss: 0.0311478 | Time: 4482.44 ms [2021-10-03 00:51:52 main:574] : INFO : Epoch 1847 | loss: 0.031129 | val_loss: 0.0311463 | Time: 4507.04 ms [2021-10-03 00:51:57 main:574] : INFO : Epoch 1848 | loss: 0.0311289 | val_loss: 0.0311466 | Time: 4545.64 ms [2021-10-03 00:52:01 main:574] : INFO : Epoch 1849 | loss: 0.0311308 | val_loss: 0.031151 | Time: 4444.27 ms [2021-10-03 00:52:06 main:574] : INFO : Epoch 1850 | loss: 0.0311311 | val_loss: 0.0311492 | Time: 4518.39 ms [2021-10-03 00:52:10 main:574] : INFO : Epoch 1851 | loss: 0.0311317 | val_loss: 0.031146 | Time: 4499.04 ms [2021-10-03 00:52:15 main:574] : INFO : Epoch 1852 | loss: 0.0311294 | val_loss: 0.0311455 | Time: 4537.76 ms [2021-10-03 00:52:19 main:574] : INFO : Epoch 1853 | loss: 0.0311269 | val_loss: 0.0311429 | Time: 4459.94 ms [2021-10-03 00:52:24 main:574] : INFO : Epoch 1854 | loss: 0.0311289 | val_loss: 0.0311477 | Time: 4661.11 ms [2021-10-03 00:52:28 main:574] : INFO : Epoch 1855 | loss: 0.03113 | val_loss: 0.0311525 | Time: 4709.98 ms [2021-10-03 00:52:33 main:574] : INFO : Epoch 1856 | loss: 0.0311302 | val_loss: 0.0311428 | Time: 4361.45 ms [2021-10-03 00:52:37 main:574] : INFO : Epoch 1857 | loss: 0.0311295 | val_loss: 0.0311436 | Time: 4490.87 ms [2021-10-03 00:52:42 main:574] : INFO : Epoch 1858 | loss: 0.0311278 | val_loss: 0.0311495 | Time: 4514.26 ms [2021-10-03 00:52:46 main:574] : INFO : Epoch 1859 | loss: 0.03113 | val_loss: 0.0311537 | Time: 4591.01 ms [2021-10-03 00:52:51 main:574] : INFO : Epoch 1860 | loss: 0.0311332 | val_loss: 0.0311507 | Time: 4528.75 ms [2021-10-03 00:52:55 main:574] : INFO : Epoch 1861 | loss: 0.0311342 | val_loss: 0.0311583 | Time: 4451.71 ms [2021-10-03 00:53:00 main:574] : INFO : Epoch 1862 | loss: 0.031132 | val_loss: 0.0311462 | Time: 4529.96 ms [2021-10-03 00:53:04 main:574] : INFO : Epoch 1863 | loss: 0.0311279 | val_loss: 0.0311438 | Time: 4477.52 ms [2021-10-03 00:53:09 main:574] : INFO : Epoch 1864 | loss: 0.0311267 | val_loss: 0.0311471 | Time: 4503.89 ms [2021-10-03 00:53:14 main:574] : INFO : Epoch 1865 | loss: 0.0311267 | val_loss: 0.0311462 | Time: 4580.83 ms [2021-10-03 00:53:18 main:574] : INFO : Epoch 1866 | loss: 0.0311309 | val_loss: 0.0311519 | Time: 4467.03 ms [2021-10-03 00:53:23 main:574] : INFO : Epoch 1867 | loss: 0.0311325 | val_loss: 0.031153 | Time: 4659.57 ms [2021-10-03 00:53:27 main:574] : INFO : Epoch 1868 | loss: 0.0311284 | val_loss: 0.0311505 | Time: 4483.45 ms [2021-10-03 00:53:32 main:574] : INFO : Epoch 1869 | loss: 0.0311325 | val_loss: 0.0311525 | Time: 4914.28 ms [2021-10-03 00:53:37 main:574] : INFO : Epoch 1870 | loss: 0.0311311 | val_loss: 0.0311485 | Time: 4533.18 ms [2021-10-03 00:53:41 main:574] : INFO : Epoch 1871 | loss: 0.0311267 | val_loss: 0.0311439 | Time: 4456.6 ms [2021-10-03 00:53:46 main:574] : INFO : Epoch 1872 | loss: 0.0311269 | val_loss: 0.0311457 | Time: 4515.77 ms [2021-10-03 00:53:50 main:574] : INFO : Epoch 1873 | loss: 0.031125 | val_loss: 0.0311444 | Time: 4418.98 ms [2021-10-03 00:53:55 main:574] : INFO : Epoch 1874 | loss: 0.0311245 | val_loss: 0.0311469 | Time: 4475.04 ms [2021-10-03 00:53:59 main:574] : INFO : Epoch 1875 | loss: 0.0311258 | val_loss: 0.0311469 | Time: 4446.35 ms [2021-10-03 00:54:04 main:574] : INFO : Epoch 1876 | loss: 0.0311276 | val_loss: 0.0311424 | Time: 4530.75 ms [2021-10-03 00:54:08 main:574] : INFO : Epoch 1877 | loss: 0.0311258 | val_loss: 0.0311408 | Time: 4469.97 ms [2021-10-03 00:54:13 main:574] : INFO : Epoch 1878 | loss: 0.0311241 | val_loss: 0.0311423 | Time: 4494.19 ms [2021-10-03 00:54:17 main:574] : INFO : Epoch 1879 | loss: 0.0311237 | val_loss: 0.0311469 | Time: 4446.25 ms [2021-10-03 00:54:21 main:574] : INFO : Epoch 1880 | loss: 0.0311234 | val_loss: 0.0311416 | Time: 4469.47 ms [2021-10-03 00:54:26 main:574] : INFO : Epoch 1881 | loss: 0.0311219 | val_loss: 0.031145 | Time: 4507.42 ms [2021-10-03 00:54:30 main:574] : INFO : Epoch 1882 | loss: 0.03113 | val_loss: 0.0311456 | Time: 4414.78 ms [2021-10-03 00:54:35 main:574] : INFO : Epoch 1883 | loss: 0.0311338 | val_loss: 0.0311468 | Time: 4674.98 ms [2021-10-03 00:54:40 main:574] : INFO : Epoch 1884 | loss: 0.0311277 | val_loss: 0.0311424 | Time: 4972.28 ms [2021-10-03 00:54:44 main:574] : INFO : Epoch 1885 | loss: 0.0311264 | val_loss: 0.0311423 | Time: 4392.93 ms [2021-10-03 00:54:49 main:574] : INFO : Epoch 1886 | loss: 0.0311267 | val_loss: 0.0311413 | Time: 4500.31 ms [2021-10-03 00:54:53 main:574] : INFO : Epoch 1887 | loss: 0.0311255 | val_loss: 0.0311428 | Time: 4442.79 ms [2021-10-03 00:54:58 main:574] : INFO : Epoch 1888 | loss: 0.0311316 | val_loss: 0.0311463 | Time: 4534.3 ms [2021-10-03 00:55:03 main:574] : INFO : Epoch 1889 | loss: 0.0311304 | val_loss: 0.0311428 | Time: 4550.23 ms [2021-10-03 00:55:07 main:574] : INFO : Epoch 1890 | loss: 0.0311313 | val_loss: 0.0311424 | Time: 4464.63 ms [2021-10-03 00:55:11 main:574] : INFO : Epoch 1891 | loss: 0.0311486 | val_loss: 0.0311777 | Time: 4476.26 ms [2021-10-03 00:55:16 main:574] : INFO : Epoch 1892 | loss: 0.0311632 | val_loss: 0.0311627 | Time: 4606.6 ms [2021-10-03 00:55:20 main:574] : INFO : Epoch 1893 | loss: 0.0311552 | val_loss: 0.0311565 | Time: 4336.82 ms [2021-10-03 00:55:25 main:574] : INFO : Epoch 1894 | loss: 0.0311507 | val_loss: 0.0311509 | Time: 4429.13 ms [2021-10-03 00:55:29 main:574] : INFO : Epoch 1895 | loss: 0.0311477 | val_loss: 0.0311501 | Time: 4450.16 ms [2021-10-03 00:55:34 main:574] : INFO : Epoch 1896 | loss: 0.031146 | val_loss: 0.0311507 | Time: 4662.62 ms [2021-10-03 00:55:39 main:574] : INFO : Epoch 1897 | loss: 0.0311438 | val_loss: 0.0311499 | Time: 4629.85 ms [2021-10-03 00:55:43 main:574] : INFO : Epoch 1898 | loss: 0.0311419 | val_loss: 0.0311488 | Time: 4809.48 ms [2021-10-03 00:55:48 main:574] : INFO : Epoch 1899 | loss: 0.0311407 | val_loss: 0.0311476 | Time: 4423.5 ms [2021-10-03 00:55:52 main:574] : INFO : Epoch 1900 | loss: 0.03114 | val_loss: 0.0311513 | Time: 4461.11 ms [2021-10-03 00:55:57 main:574] : INFO : Epoch 1901 | loss: 0.0311398 | val_loss: 0.0311484 | Time: 4416.26 ms [2021-10-03 00:56:01 main:574] : INFO : Epoch 1902 | loss: 0.0311371 | val_loss: 0.0311466 | Time: 4481.29 ms [2021-10-03 00:56:06 main:574] : INFO : Epoch 1903 | loss: 0.0311382 | val_loss: 0.0311462 | Time: 4487.87 ms [2021-10-03 00:56:10 main:574] : INFO : Epoch 1904 | loss: 0.0311411 | val_loss: 0.0311536 | Time: 4483.72 ms [2021-10-03 00:56:15 main:574] : INFO : Epoch 1905 | loss: 0.03114 | val_loss: 0.0311481 | Time: 4471.39 ms [2021-10-03 00:56:19 main:574] : INFO : Epoch 1906 | loss: 0.0311351 | val_loss: 0.0311498 | Time: 4465.01 ms [2021-10-03 00:56:24 main:574] : INFO : Epoch 1907 | loss: 0.0311387 | val_loss: 0.0311492 | Time: 4528.03 ms [2021-10-03 00:56:28 main:574] : INFO : Epoch 1908 | loss: 0.0311413 | val_loss: 0.0311523 | Time: 4411.16 ms [2021-10-03 00:56:33 main:574] : INFO : Epoch 1909 | loss: 0.0311382 | val_loss: 0.0311457 | Time: 4412.35 ms [2021-10-03 00:56:37 main:574] : INFO : Epoch 1910 | loss: 0.0311358 | val_loss: 0.0311468 | Time: 4432.82 ms [2021-10-03 00:56:42 main:574] : INFO : Epoch 1911 | loss: 0.0311345 | val_loss: 0.0311469 | Time: 4595.99 ms [2021-10-03 00:56:46 main:574] : INFO : Epoch 1912 | loss: 0.0311347 | val_loss: 0.0311452 | Time: 4497.99 ms [2021-10-03 00:56:51 main:574] : INFO : Epoch 1913 | loss: 0.0311327 | val_loss: 0.0311483 | Time: 4980.19 ms [2021-10-03 00:56:56 main:574] : INFO : Epoch 1914 | loss: 0.031135 | val_loss: 0.031156 | Time: 4456.09 ms [2021-10-03 00:57:00 main:574] : INFO : Epoch 1915 | loss: 0.0311361 | val_loss: 0.0311593 | Time: 4864.12 ms [2021-10-03 00:57:05 main:574] : INFO : Epoch 1916 | loss: 0.0311343 | val_loss: 0.0311468 | Time: 4374.56 ms [2021-10-03 00:57:09 main:574] : INFO : Epoch 1917 | loss: 0.031131 | val_loss: 0.0311455 | Time: 4447.9 ms [2021-10-03 00:57:14 main:574] : INFO : Epoch 1918 | loss: 0.0311308 | val_loss: 0.0311512 | Time: 4450.13 ms [2021-10-03 00:57:18 main:574] : INFO : Epoch 1919 | loss: 0.0311312 | val_loss: 0.0311486 | Time: 4388.47 ms [2021-10-03 00:57:23 main:574] : INFO : Epoch 1920 | loss: 0.03113 | val_loss: 0.0311448 | Time: 4450.25 ms [2021-10-03 00:57:27 main:574] : INFO : Epoch 1921 | loss: 0.0311318 | val_loss: 0.031146 | Time: 4416.64 ms [2021-10-03 00:57:32 main:574] : INFO : Epoch 1922 | loss: 0.031133 | val_loss: 0.0311482 | Time: 4528.83 ms [2021-10-03 00:57:36 main:574] : INFO : Epoch 1923 | loss: 0.03113 | val_loss: 0.0311478 | Time: 4422.98 ms [2021-10-03 00:57:40 main:574] : INFO : Epoch 1924 | loss: 0.0311291 | val_loss: 0.0311488 | Time: 4491.46 ms [2021-10-03 00:57:45 main:574] : INFO : Epoch 1925 | loss: 0.0311281 | val_loss: 0.0311444 | Time: 4621.89 ms [2021-10-03 00:57:50 main:574] : INFO : Epoch 1926 | loss: 0.0311273 | val_loss: 0.0311486 | Time: 4554.98 ms [2021-10-03 00:57:54 main:574] : INFO : Epoch 1927 | loss: 0.0311303 | val_loss: 0.0311473 | Time: 4688.5 ms [2021-10-03 00:57:59 main:574] : INFO : Epoch 1928 | loss: 0.0311278 | val_loss: 0.0311503 | Time: 4876.93 ms [2021-10-03 00:58:04 main:574] : INFO : Epoch 1929 | loss: 0.0311279 | val_loss: 0.0311483 | Time: 4576.84 ms [2021-10-03 00:58:08 main:574] : INFO : Epoch 1930 | loss: 0.0311277 | val_loss: 0.0311527 | Time: 4389.51 ms [2021-10-03 00:58:13 main:574] : INFO : Epoch 1931 | loss: 0.0311266 | val_loss: 0.0311489 | Time: 4502.64 ms [2021-10-03 00:58:17 main:574] : INFO : Epoch 1932 | loss: 0.0311266 | val_loss: 0.0311521 | Time: 4507.92 ms [2021-10-03 00:58:22 main:574] : INFO : Epoch 1933 | loss: 0.0311309 | val_loss: 0.0311446 | Time: 4399.73 ms [2021-10-03 00:58:26 main:574] : INFO : Epoch 1934 | loss: 0.0311302 | val_loss: 0.0311549 | Time: 4504.27 ms [2021-10-03 00:58:31 main:574] : INFO : Epoch 1935 | loss: 0.0311269 | val_loss: 0.0311518 | Time: 4469.72 ms [2021-10-03 00:58:35 main:574] : INFO : Epoch 1936 | loss: 0.0311258 | val_loss: 0.0311509 | Time: 4469.27 ms [2021-10-03 00:58:39 main:574] : INFO : Epoch 1937 | loss: 0.0311255 | val_loss: 0.0311494 | Time: 4336.28 ms [2021-10-03 00:58:44 main:574] : INFO : Epoch 1938 | loss: 0.0311253 | val_loss: 0.031148 | Time: 4488.99 ms [2021-10-03 00:58:49 main:574] : INFO : Epoch 1939 | loss: 0.0311271 | val_loss: 0.0311524 | Time: 4541.32 ms [2021-10-03 00:58:53 main:574] : INFO : Epoch 1940 | loss: 0.0311259 | val_loss: 0.0311445 | Time: 4701.93 ms [2021-10-03 00:58:58 main:574] : INFO : Epoch 1941 | loss: 0.0311243 | val_loss: 0.0311479 | Time: 4460.34 ms [2021-10-03 00:59:03 main:574] : INFO : Epoch 1942 | loss: 0.0311239 | val_loss: 0.0311469 | Time: 4911.89 ms [2021-10-03 00:59:07 main:574] : INFO : Epoch 1943 | loss: 0.0311259 | val_loss: 0.031148 | Time: 4649.07 ms [2021-10-03 00:59:12 main:574] : INFO : Epoch 1944 | loss: 0.0311257 | val_loss: 0.0311612 | Time: 4411.5 ms [2021-10-03 00:59:16 main:574] : INFO : Epoch 1945 | loss: 0.031125 | val_loss: 0.0311519 | Time: 4574.02 ms [2021-10-03 00:59:21 main:574] : INFO : Epoch 1946 | loss: 0.0311252 | val_loss: 0.03115 | Time: 4614.09 ms [2021-10-03 00:59:25 main:574] : INFO : Epoch 1947 | loss: 0.0311234 | val_loss: 0.0311457 | Time: 4428.68 ms [2021-10-03 00:59:30 main:574] : INFO : Epoch 1948 | loss: 0.0311245 | val_loss: 0.0311538 | Time: 4500.6 ms [2021-10-03 00:59:34 main:574] : INFO : Epoch 1949 | loss: 0.0311234 | val_loss: 0.0311461 | Time: 4375.72 ms [2021-10-03 00:59:39 main:574] : INFO : Epoch 1950 | loss: 0.0311211 | val_loss: 0.0311497 | Time: 4473.5 ms [2021-10-03 00:59:43 main:574] : INFO : Epoch 1951 | loss: 0.0311232 | val_loss: 0.0311545 | Time: 4747.22 ms [2021-10-03 00:59:48 main:574] : INFO : Epoch 1952 | loss: 0.0311202 | val_loss: 0.031148 | Time: 4887.87 ms [2021-10-03 00:59:53 main:574] : INFO : Epoch 1953 | loss: 0.0311262 | val_loss: 0.0311487 | Time: 4487.1 ms [2021-10-03 00:59:57 main:574] : INFO : Epoch 1954 | loss: 0.0311243 | val_loss: 0.0311515 | Time: 4496.8 ms [2021-10-03 01:00:02 main:574] : INFO : Epoch 1955 | loss: 0.0311246 | val_loss: 0.0311494 | Time: 4641.38 ms [2021-10-03 01:00:07 main:574] : INFO : Epoch 1956 | loss: 0.031122 | val_loss: 0.0311446 | Time: 4798.31 ms [2021-10-03 01:00:12 main:574] : INFO : Epoch 1957 | loss: 0.0311196 | val_loss: 0.0311452 | Time: 4919.32 ms [2021-10-03 01:00:16 main:574] : INFO : Epoch 1958 | loss: 0.0311199 | val_loss: 0.0311454 | Time: 4528.64 ms [2021-10-03 01:00:21 main:574] : INFO : Epoch 1959 | loss: 0.031119 | val_loss: 0.0311447 | Time: 4389.79 ms [2021-10-03 01:00:25 main:574] : INFO : Epoch 1960 | loss: 0.0311189 | val_loss: 0.0311434 | Time: 4390.48 ms [2021-10-03 01:00:29 main:574] : INFO : Epoch 1961 | loss: 0.0311176 | val_loss: 0.0311471 | Time: 4386.51 ms [2021-10-03 01:00:34 main:574] : INFO : Epoch 1962 | loss: 0.031119 | val_loss: 0.0311464 | Time: 4545.2 ms [2021-10-03 01:00:38 main:574] : INFO : Epoch 1963 | loss: 0.0311246 | val_loss: 0.0311452 | Time: 4419.29 ms [2021-10-03 01:00:43 main:574] : INFO : Epoch 1964 | loss: 0.0311405 | val_loss: 0.0311542 | Time: 4452.86 ms [2021-10-03 01:00:47 main:574] : INFO : Epoch 1965 | loss: 0.0311479 | val_loss: 0.0311522 | Time: 4528.88 ms [2021-10-03 01:00:52 main:574] : INFO : Epoch 1966 | loss: 0.0311477 | val_loss: 0.0311561 | Time: 4432.5 ms [2021-10-03 01:00:56 main:574] : INFO : Epoch 1967 | loss: 0.0311496 | val_loss: 0.0311581 | Time: 4409.53 ms [2021-10-03 01:01:01 main:574] : INFO : Epoch 1968 | loss: 0.0311465 | val_loss: 0.0311549 | Time: 4400.96 ms [2021-10-03 01:01:05 main:574] : INFO : Epoch 1969 | loss: 0.0311416 | val_loss: 0.0311514 | Time: 4679.32 ms [2021-10-03 01:01:10 main:574] : INFO : Epoch 1970 | loss: 0.0311397 | val_loss: 0.0311508 | Time: 4496.98 ms [2021-10-03 01:01:15 main:574] : INFO : Epoch 1971 | loss: 0.0311383 | val_loss: 0.0311494 | Time: 4807.11 ms [2021-10-03 01:01:19 main:574] : INFO : Epoch 1972 | loss: 0.0311373 | val_loss: 0.0311539 | Time: 4706.18 ms [2021-10-03 01:01:24 main:574] : INFO : Epoch 1973 | loss: 0.0311357 | val_loss: 0.0311469 | Time: 4409.99 ms [2021-10-03 01:01:28 main:574] : INFO : Epoch 1974 | loss: 0.0311332 | val_loss: 0.0311476 | Time: 4454.3 ms [2021-10-03 01:01:33 main:574] : INFO : Epoch 1975 | loss: 0.0311331 | val_loss: 0.0311487 | Time: 4529.96 ms [2021-10-03 01:01:37 main:574] : INFO : Epoch 1976 | loss: 0.0311313 | val_loss: 0.0311448 | Time: 4545.05 ms [2021-10-03 01:01:42 main:574] : INFO : Epoch 1977 | loss: 0.0311311 | val_loss: 0.031145 | Time: 4465.65 ms [2021-10-03 01:01:46 main:574] : INFO : Epoch 1978 | loss: 0.0311288 | val_loss: 0.0311498 | Time: 4580.09 ms [2021-10-03 01:01:51 main:574] : INFO : Epoch 1979 | loss: 0.031128 | val_loss: 0.0311407 | Time: 4420 ms [2021-10-03 01:01:55 main:574] : INFO : Epoch 1980 | loss: 0.0311315 | val_loss: 0.031144 | Time: 4467.97 ms [2021-10-03 01:02:00 main:574] : INFO : Epoch 1981 | loss: 0.0311394 | val_loss: 0.0311573 | Time: 4480.7 ms [2021-10-03 01:02:04 main:574] : INFO : Epoch 1982 | loss: 0.0311695 | val_loss: 0.0311835 | Time: 4435.69 ms [2021-10-03 01:02:09 main:574] : INFO : Epoch 1983 | loss: 0.0311846 | val_loss: 0.0312007 | Time: 4496.65 ms [2021-10-03 01:02:14 main:574] : INFO : Epoch 1984 | loss: 0.0311956 | val_loss: 0.0311878 | Time: 4799.41 ms [2021-10-03 01:02:18 main:574] : INFO : Epoch 1985 | loss: 0.0311887 | val_loss: 0.0311832 | Time: 4317.55 ms [2021-10-03 01:02:23 main:574] : INFO : Epoch 1986 | loss: 0.0311846 | val_loss: 0.031182 | Time: 4824.44 ms [2021-10-03 01:02:27 main:574] : INFO : Epoch 1987 | loss: 0.0311838 | val_loss: 0.0311883 | Time: 4568.03 ms [2021-10-03 01:02:32 main:574] : INFO : Epoch 1988 | loss: 0.0311822 | val_loss: 0.0311792 | Time: 4410.4 ms [2021-10-03 01:02:36 main:574] : INFO : Epoch 1989 | loss: 0.0311802 | val_loss: 0.0311775 | Time: 4425.67 ms [2021-10-03 01:02:41 main:574] : INFO : Epoch 1990 | loss: 0.0311794 | val_loss: 0.0311767 | Time: 4547.54 ms [2021-10-03 01:02:45 main:574] : INFO : Epoch 1991 | loss: 0.031177 | val_loss: 0.0311773 | Time: 4446.47 ms [2021-10-03 01:02:50 main:574] : INFO : Epoch 1992 | loss: 0.031176 | val_loss: 0.0311751 | Time: 4537.19 ms [2021-10-03 01:02:54 main:574] : INFO : Epoch 1993 | loss: 0.0311753 | val_loss: 0.0311749 | Time: 4430.82 ms [2021-10-03 01:02:59 main:574] : INFO : Epoch 1994 | loss: 0.0311761 | val_loss: 0.0311762 | Time: 4644.15 ms [2021-10-03 01:03:03 main:574] : INFO : Epoch 1995 | loss: 0.0311747 | val_loss: 0.0311747 | Time: 4370.8 ms [2021-10-03 01:03:08 main:574] : INFO : Epoch 1996 | loss: 0.0311752 | val_loss: 0.0311742 | Time: 4497.51 ms [2021-10-03 01:03:12 main:574] : INFO : Epoch 1997 | loss: 0.0311737 | val_loss: 0.0311755 | Time: 4462.87 ms [2021-10-03 01:03:17 main:574] : INFO : Epoch 1998 | loss: 0.0311742 | val_loss: 0.0311751 | Time: 4481.09 ms [2021-10-03 01:03:21 main:574] : INFO : Epoch 1999 | loss: 0.0311743 | val_loss: 0.0311729 | Time: 4570.52 ms [2021-10-03 01:03:26 main:574] : INFO : Epoch 2000 | loss: 0.0311714 | val_loss: 0.0311742 | Time: 4808.31 ms [2021-10-03 01:03:31 main:574] : INFO : Epoch 2001 | loss: 0.031171 | val_loss: 0.0311725 | Time: 4771.55 ms [2021-10-03 01:03:35 main:574] : INFO : Epoch 2002 | loss: 0.0311707 | val_loss: 0.031172 | Time: 4444.2 ms [2021-10-03 01:03:40 main:574] : INFO : Epoch 2003 | loss: 0.03117 | val_loss: 0.0311698 | Time: 4497.32 ms [2021-10-03 01:03:44 main:574] : INFO : Epoch 2004 | loss: 0.0311692 | val_loss: 0.0311708 | Time: 4605.53 ms [2021-10-03 01:03:49 main:574] : INFO : Epoch 2005 | loss: 0.031169 | val_loss: 0.0311689 | Time: 4563.54 ms [2021-10-03 01:03:53 main:574] : INFO : Epoch 2006 | loss: 0.0311699 | val_loss: 0.0311711 | Time: 4417.19 ms [2021-10-03 01:03:58 main:574] : INFO : Epoch 2007 | loss: 0.0311699 | val_loss: 0.0311703 | Time: 4456.24 ms [2021-10-03 01:04:02 main:574] : INFO : Epoch 2008 | loss: 0.0311692 | val_loss: 0.0311713 | Time: 4417.11 ms [2021-10-03 01:04:07 main:574] : INFO : Epoch 2009 | loss: 0.0311678 | val_loss: 0.0311716 | Time: 4485.65 ms [2021-10-03 01:04:11 main:574] : INFO : Epoch 2010 | loss: 0.0311679 | val_loss: 0.0311676 | Time: 4466.24 ms [2021-10-03 01:04:16 main:574] : INFO : Epoch 2011 | loss: 0.0311662 | val_loss: 0.0311667 | Time: 4559.41 ms [2021-10-03 01:04:20 main:574] : INFO : Epoch 2012 | loss: 0.0311658 | val_loss: 0.0311677 | Time: 4322.24 ms [2021-10-03 01:04:25 main:574] : INFO : Epoch 2013 | loss: 0.0311663 | val_loss: 0.0311681 | Time: 4594.29 ms [2021-10-03 01:04:29 main:574] : INFO : Epoch 2014 | loss: 0.0311666 | val_loss: 0.0311682 | Time: 4508.91 ms [2021-10-03 01:04:34 main:574] : INFO : Epoch 2015 | loss: 0.0311664 | val_loss: 0.0311662 | Time: 4785.89 ms [2021-10-03 01:04:39 main:574] : INFO : Epoch 2016 | loss: 0.0311648 | val_loss: 0.0311688 | Time: 4605.86 ms [2021-10-03 01:04:43 main:574] : INFO : Epoch 2017 | loss: 0.0311666 | val_loss: 0.0311651 | Time: 4458.57 ms [2021-10-03 01:04:47 main:574] : INFO : Epoch 2018 | loss: 0.031164 | val_loss: 0.0311692 | Time: 4416.71 ms [2021-10-03 01:04:52 main:574] : INFO : Epoch 2019 | loss: 0.0311633 | val_loss: 0.031166 | Time: 4378.47 ms [2021-10-03 01:04:56 main:574] : INFO : Epoch 2020 | loss: 0.0311636 | val_loss: 0.0311691 | Time: 4430.26 ms [2021-10-03 01:05:01 main:574] : INFO : Epoch 2021 | loss: 0.0311641 | val_loss: 0.0311676 | Time: 4415.21 ms [2021-10-03 01:05:05 main:574] : INFO : Epoch 2022 | loss: 0.0311629 | val_loss: 0.0311664 | Time: 4576.12 ms [2021-10-03 01:05:10 main:574] : INFO : Epoch 2023 | loss: 0.0311667 | val_loss: 0.0311698 | Time: 4433.11 ms [2021-10-03 01:05:14 main:574] : INFO : Epoch 2024 | loss: 0.0311667 | val_loss: 0.0311686 | Time: 4364.92 ms [2021-10-03 01:05:19 main:574] : INFO : Epoch 2025 | loss: 0.0311647 | val_loss: 0.0311746 | Time: 4439.94 ms [2021-10-03 01:05:23 main:574] : INFO : Epoch 2026 | loss: 0.0311654 | val_loss: 0.0311667 | Time: 4355.19 ms [2021-10-03 01:05:27 main:574] : INFO : Epoch 2027 | loss: 0.0311632 | val_loss: 0.0311686 | Time: 4395.91 ms [2021-10-03 01:05:32 main:574] : INFO : Epoch 2028 | loss: 0.0311635 | val_loss: 0.0311681 | Time: 4722.43 ms [2021-10-03 01:05:36 main:574] : INFO : Epoch 2029 | loss: 0.0311618 | val_loss: 0.0311673 | Time: 4428.23 ms [2021-10-03 01:05:41 main:574] : INFO : Epoch 2030 | loss: 0.0311597 | val_loss: 0.0311673 | Time: 4778.68 ms [2021-10-03 01:05:46 main:574] : INFO : Epoch 2031 | loss: 0.0311592 | val_loss: 0.0311668 | Time: 4515.73 ms [2021-10-03 01:05:50 main:574] : INFO : Epoch 2032 | loss: 0.0311591 | val_loss: 0.0311678 | Time: 4316.17 ms [2021-10-03 01:05:54 main:574] : INFO : Epoch 2033 | loss: 0.0311596 | val_loss: 0.0311716 | Time: 4318.54 ms [2021-10-03 01:05:59 main:574] : INFO : Epoch 2034 | loss: 0.0311618 | val_loss: 0.0311678 | Time: 4416.77 ms [2021-10-03 01:06:03 main:574] : INFO : Epoch 2035 | loss: 0.0311643 | val_loss: 0.0311686 | Time: 4416.28 ms [2021-10-03 01:06:08 main:574] : INFO : Epoch 2036 | loss: 0.0311626 | val_loss: 0.0311668 | Time: 4335.42 ms [2021-10-03 01:06:12 main:574] : INFO : Epoch 2037 | loss: 0.0311618 | val_loss: 0.0311661 | Time: 4436.84 ms [2021-10-03 01:06:16 main:574] : INFO : Epoch 2038 | loss: 0.031161 | val_loss: 0.0311657 | Time: 4366.5 ms [2021-10-03 01:06:21 main:574] : INFO : Epoch 2039 | loss: 0.0311616 | val_loss: 0.0311677 | Time: 4382.58 ms [2021-10-03 01:06:25 main:574] : INFO : Epoch 2040 | loss: 0.0311604 | val_loss: 0.031165 | Time: 4343.29 ms [2021-10-03 01:06:30 main:574] : INFO : Epoch 2041 | loss: 0.0311579 | val_loss: 0.0311667 | Time: 4391.62 ms [2021-10-03 01:06:34 main:574] : INFO : Epoch 2042 | loss: 0.0311622 | val_loss: 0.0311658 | Time: 4465.41 ms [2021-10-03 01:06:39 main:574] : INFO : Epoch 2043 | loss: 0.0311642 | val_loss: 0.0311664 | Time: 4555.92 ms [2021-10-03 01:06:43 main:574] : INFO : Epoch 2044 | loss: 0.0311576 | val_loss: 0.0311672 | Time: 4450.12 ms [2021-10-03 01:06:48 main:574] : INFO : Epoch 2045 | loss: 0.0311596 | val_loss: 0.0311737 | Time: 4853.84 ms [2021-10-03 01:06:52 main:574] : INFO : Epoch 2046 | loss: 0.0311577 | val_loss: 0.0311681 | Time: 4386.61 ms [2021-10-03 01:06:57 main:574] : INFO : Epoch 2047 | loss: 0.0311585 | val_loss: 0.0311717 | Time: 4376.93 ms [2021-10-03 01:07:01 main:574] : INFO : Epoch 2048 | loss: 0.0311572 | val_loss: 0.0311667 | Time: 4742.37 ms [2021-10-03 01:07:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311667 [2021-10-03 01:07:01 main:603] : INFO : Saving end state to config to file [2021-10-03 01:07:01 main:608] : INFO : Success, exiting.. 01:07:01 (23480): 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)