Task 14185186
| Name | ParityModified-1647045943-5610-3-0_0 |
| Workunit | 11246947 |
| Created | 1 Apr 2022, 8:52:03 UTC |
| Sent | 5 Apr 2022, 0:25:28 UTC |
| Report deadline | 13 Apr 2022, 0:25:28 UTC |
| Received | 10 Apr 2022, 14:00:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 2 hours 33 min 53 sec |
| CPU time | 2 hours 32 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,179.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> :53 main:574] : INFO : Epoch 1542 | loss: 0.0311108 | val_loss: 0.0311398 | Time: 4488.1 ms [2022-04-10 15:22:57 main:574] : INFO : Epoch 1543 | loss: 0.0311083 | val_loss: 0.0311379 | Time: 4428.23 ms [2022-04-10 15:23:01 main:574] : INFO : Epoch 1544 | loss: 0.0311055 | val_loss: 0.0311373 | Time: 4401.57 ms [2022-04-10 15:23:06 main:574] : INFO : Epoch 1545 | loss: 0.0311045 | val_loss: 0.0311376 | Time: 4396.95 ms [2022-04-10 15:23:10 main:574] : INFO : Epoch 1546 | loss: 0.0311046 | val_loss: 0.0311405 | Time: 4440.7 ms [2022-04-10 15:23:15 main:574] : INFO : Epoch 1547 | loss: 0.0311029 | val_loss: 0.0311406 | Time: 4400.84 ms [2022-04-10 15:23:19 main:574] : INFO : Epoch 1548 | loss: 0.0311058 | val_loss: 0.0311403 | Time: 4452.31 ms [2022-04-10 15:23:23 main:574] : INFO : Epoch 1549 | loss: 0.0311053 | val_loss: 0.0311403 | Time: 4360 ms [2022-04-10 15:23:28 main:574] : INFO : Epoch 1550 | loss: 0.031105 | val_loss: 0.0311457 | Time: 4440.79 ms [2022-04-10 15:23:32 main:574] : INFO : Epoch 1551 | loss: 0.031105 | val_loss: 0.031141 | Time: 4447.86 ms [2022-04-10 15:23:37 main:574] : INFO : Epoch 1552 | loss: 0.0311054 | val_loss: 0.0311422 | Time: 4455.11 ms [2022-04-10 15:23:41 main:574] : INFO : Epoch 1553 | loss: 0.0311104 | val_loss: 0.0311515 | Time: 4444.75 ms [2022-04-10 15:23:46 main:574] : INFO : Epoch 1554 | loss: 0.0311083 | val_loss: 0.0311478 | Time: 4427.65 ms [2022-04-10 15:23:50 main:574] : INFO : Epoch 1555 | loss: 0.0311093 | val_loss: 0.0311474 | Time: 4421.09 ms [2022-04-10 15:23:55 main:574] : INFO : Epoch 1556 | loss: 0.0311053 | val_loss: 0.0311432 | Time: 4505.91 ms [2022-04-10 15:23:59 main:574] : INFO : Epoch 1557 | loss: 0.0311041 | val_loss: 0.0311434 | Time: 4404.86 ms [2022-04-10 15:24:03 main:574] : INFO : Epoch 1558 | loss: 0.0311037 | val_loss: 0.0311483 | Time: 4468.05 ms [2022-04-10 15:24:08 main:574] : INFO : Epoch 1559 | loss: 0.0311042 | val_loss: 0.0311501 | Time: 4463.76 ms [2022-04-10 15:24:12 main:574] : INFO : Epoch 1560 | loss: 0.0311027 | val_loss: 0.0311477 | Time: 4400.51 ms [2022-04-10 15:24:17 main:574] : INFO : Epoch 1561 | loss: 0.0311019 | val_loss: 0.0311461 | Time: 4471.93 ms [2022-04-10 15:24:21 main:574] : INFO : Epoch 1562 | loss: 0.0311003 | val_loss: 0.0311415 | Time: 4481.81 ms [2022-04-10 15:24:26 main:574] : INFO : Epoch 1563 | loss: 0.0311014 | val_loss: 0.0311416 | Time: 4449.48 ms [2022-04-10 15:24:30 main:574] : INFO : Epoch 1564 | loss: 0.0311019 | val_loss: 0.0311423 | Time: 4462.05 ms [2022-04-10 15:24:35 main:574] : INFO : Epoch 1565 | loss: 0.0311036 | val_loss: 0.0311404 | Time: 4470.02 ms [2022-04-10 15:24:39 main:574] : INFO : Epoch 1566 | loss: 0.0311036 | val_loss: 0.0311456 | Time: 4428.6 ms [2022-04-10 15:24:44 main:574] : INFO : Epoch 1567 | loss: 0.0310984 | val_loss: 0.0311478 | Time: 4429.52 ms [2022-04-10 15:24:48 main:574] : INFO : Epoch 1568 | loss: 0.0311002 | val_loss: 0.0311546 | Time: 4410.85 ms [2022-04-10 15:24:52 main:574] : INFO : Epoch 1569 | loss: 0.0311004 | val_loss: 0.0311441 | Time: 4405.07 ms [2022-04-10 15:24:57 main:574] : INFO : Epoch 1570 | loss: 0.0310987 | val_loss: 0.031143 | Time: 4364.3 ms [2022-04-10 15:25:01 main:574] : INFO : Epoch 1571 | loss: 0.031097 | val_loss: 0.0311436 | Time: 4440.84 ms [2022-04-10 15:25:06 main:574] : INFO : Epoch 1572 | loss: 0.0310961 | val_loss: 0.0311441 | Time: 4499.65 ms [2022-04-10 15:25:10 main:574] : INFO : Epoch 1573 | loss: 0.0310962 | val_loss: 0.0311432 | Time: 4407.51 ms [2022-04-10 15:25:15 main:574] : INFO : Epoch 1574 | loss: 0.0310962 | val_loss: 0.0311458 | Time: 4434.98 ms [2022-04-10 15:25:19 main:574] : INFO : Epoch 1575 | loss: 0.0310963 | val_loss: 0.0311452 | Time: 4399.78 ms [2022-04-10 15:25:23 main:574] : INFO : Epoch 1576 | loss: 0.0310972 | val_loss: 0.0311415 | Time: 4454.35 ms [2022-04-10 15:25:28 main:574] : INFO : Epoch 1577 | loss: 0.0311023 | val_loss: 0.0311415 | Time: 4423.52 ms [2022-04-10 15:25:32 main:574] : INFO : Epoch 1578 | loss: 0.0310999 | val_loss: 0.031145 | Time: 4433.94 ms [2022-04-10 15:25:37 main:574] : INFO : Epoch 1579 | loss: 0.0310984 | val_loss: 0.0311537 | Time: 4431.59 ms [2022-04-10 15:25:41 main:574] : INFO : Epoch 1580 | loss: 0.0310993 | val_loss: 0.0311498 | Time: 4496.42 ms [2022-04-10 15:25:46 main:574] : INFO : Epoch 1581 | loss: 0.0310996 | val_loss: 0.0311493 | Time: 4441.89 ms [2022-04-10 15:25:50 main:574] : INFO : Epoch 1582 | loss: 0.0311001 | val_loss: 0.0311477 | Time: 4455.43 ms [2022-04-10 15:25:55 main:574] : INFO : Epoch 1583 | loss: 0.0310973 | val_loss: 0.031147 | Time: 4452.92 ms [2022-04-10 15:25:59 main:574] : INFO : Epoch 1584 | loss: 0.0310984 | val_loss: 0.0311438 | Time: 4431.7 ms [2022-04-10 15:26:03 main:574] : INFO : Epoch 1585 | loss: 0.0310978 | val_loss: 0.0311482 | Time: 4431.56 ms [2022-04-10 15:26:08 main:574] : INFO : Epoch 1586 | loss: 0.031097 | val_loss: 0.0311431 | Time: 4410.75 ms [2022-04-10 15:26:12 main:574] : INFO : Epoch 1587 | loss: 0.0310962 | val_loss: 0.0311442 | Time: 4404.5 ms [2022-04-10 15:26:17 main:574] : INFO : Epoch 1588 | loss: 0.0311011 | val_loss: 0.0311473 | Time: 4415.36 ms [2022-04-10 15:26:21 main:574] : INFO : Epoch 1589 | loss: 0.0311011 | val_loss: 0.0311471 | Time: 4346.28 ms [2022-04-10 15:26:26 main:574] : INFO : Epoch 1590 | loss: 0.0311014 | val_loss: 0.0311459 | Time: 4508.47 ms [2022-04-10 15:26:30 main:574] : INFO : Epoch 1591 | loss: 0.0310995 | val_loss: 0.0311479 | Time: 4405 ms [2022-04-10 15:26:35 main:574] : INFO : Epoch 1592 | loss: 0.0310983 | val_loss: 0.0311543 | Time: 4523.91 ms [2022-04-10 15:26:39 main:574] : INFO : Epoch 1593 | loss: 0.0310986 | val_loss: 0.0311548 | Time: 4492.72 ms [2022-04-10 15:26:43 main:574] : INFO : Epoch 1594 | loss: 0.0310984 | val_loss: 0.031155 | Time: 4389.16 ms [2022-04-10 15:26:48 main:574] : INFO : Epoch 1595 | loss: 0.0311015 | val_loss: 0.0311524 | Time: 4419.47 ms [2022-04-10 15:26:52 main:574] : INFO : Epoch 1596 | loss: 0.031105 | val_loss: 0.031145 | Time: 4454.91 ms [2022-04-10 15:26:57 main:574] : INFO : Epoch 1597 | loss: 0.0311058 | val_loss: 0.0311426 | Time: 4427.92 ms [2022-04-10 15:27:01 main:574] : INFO : Epoch 1598 | loss: 0.0311037 | val_loss: 0.0311426 | Time: 4412.15 ms [2022-04-10 15:27:06 main:574] : INFO : Epoch 1599 | loss: 0.0311007 | val_loss: 0.0311437 | Time: 4451.34 ms [2022-04-10 15:27:10 main:574] : INFO : Epoch 1600 | loss: 0.0311002 | val_loss: 0.0311489 | Time: 4491 ms [2022-04-10 15:27:15 main:574] : INFO : Epoch 1601 | loss: 0.0311015 | val_loss: 0.0311495 | Time: 4484.89 ms [2022-04-10 15:27:19 main:574] : INFO : Epoch 1602 | loss: 0.0311007 | val_loss: 0.0311476 | Time: 4431.91 ms [2022-04-10 15:27:24 main:574] : INFO : Epoch 1603 | loss: 0.0311003 | val_loss: 0.0311468 | Time: 4503.68 ms [2022-04-10 15:27:28 main:574] : INFO : Epoch 1604 | loss: 0.0311036 | val_loss: 0.0311472 | Time: 4411.51 ms [2022-04-10 15:27:32 main:574] : INFO : Epoch 1605 | loss: 0.031104 | val_loss: 0.0311479 | Time: 4385.72 ms [2022-04-10 15:27:37 main:574] : INFO : Epoch 1606 | loss: 0.0311039 | val_loss: 0.0311505 | Time: 4391.18 ms [2022-04-10 15:27:41 main:574] : INFO : Epoch 1607 | loss: 0.0311107 | val_loss: 0.0312407 | Time: 4471.84 ms [2022-04-10 15:27:46 main:574] : INFO : Epoch 1608 | loss: 0.0328051 | val_loss: 0.0333175 | Time: 4423.96 ms [2022-04-10 15:27:50 main:574] : INFO : Epoch 1609 | loss: 0.0335841 | val_loss: 0.0315908 | Time: 4456.7 ms [2022-04-10 15:27:55 main:574] : INFO : Epoch 1610 | loss: 0.0313559 | val_loss: 0.0312315 | Time: 4466.64 ms [2022-04-10 15:27:59 main:574] : INFO : Epoch 1611 | loss: 0.0311811 | val_loss: 0.0311594 | Time: 4446.51 ms [2022-04-10 15:28:03 main:574] : INFO : Epoch 1612 | loss: 0.0311396 | val_loss: 0.0311516 | Time: 4425.61 ms [2022-04-10 15:28:08 main:574] : INFO : Epoch 1613 | loss: 0.0311271 | val_loss: 0.0311487 | Time: 4467.43 ms [2022-04-10 15:28:12 main:574] : INFO : Epoch 1614 | loss: 0.0311203 | val_loss: 0.0311504 | Time: 4432.82 ms [2022-04-10 15:28:17 main:574] : INFO : Epoch 1615 | loss: 0.0311174 | val_loss: 0.0311483 | Time: 4452.78 ms [2022-04-10 15:28:21 main:574] : INFO : Epoch 1616 | loss: 0.0311134 | val_loss: 0.0311483 | Time: 4429.11 ms [2022-04-10 15:28:26 main:574] : INFO : Epoch 1617 | loss: 0.0311131 | val_loss: 0.0311473 | Time: 4471.94 ms [2022-04-10 15:28:30 main:574] : INFO : Epoch 1618 | loss: 0.0311106 | val_loss: 0.0311456 | Time: 4460.67 ms [2022-04-10 15:28:35 main:574] : INFO : Epoch 1619 | loss: 0.0311122 | val_loss: 0.0311506 | Time: 4439.06 ms [2022-04-10 15:28:39 main:574] : INFO : Epoch 1620 | loss: 0.0311105 | val_loss: 0.0311491 | Time: 4458.55 ms [2022-04-10 15:28:44 main:574] : INFO : Epoch 1621 | loss: 0.0311083 | val_loss: 0.0311482 | Time: 4433.53 ms [2022-04-10 15:28:48 main:574] : INFO : Epoch 1622 | loss: 0.031107 | val_loss: 0.0311469 | Time: 4436.53 ms [2022-04-10 15:28:52 main:574] : INFO : Epoch 1623 | loss: 0.0311104 | val_loss: 0.0311487 | Time: 4342.12 ms [2022-04-10 15:28:57 main:574] : INFO : Epoch 1624 | loss: 0.0311103 | val_loss: 0.0311447 | Time: 4435.47 ms [2022-04-10 15:29:01 main:574] : INFO : Epoch 1625 | loss: 0.0311148 | val_loss: 0.0311464 | Time: 4412.96 ms [2022-04-10 15:29:06 main:574] : INFO : Epoch 1626 | loss: 0.0311176 | val_loss: 0.0311457 | Time: 4393.42 ms [2022-04-10 15:29:10 main:574] : INFO : Epoch 1627 | loss: 0.0311151 | val_loss: 0.0311491 | Time: 4386.48 ms [2022-04-10 15:29:14 main:574] : INFO : Epoch 1628 | loss: 0.0311148 | val_loss: 0.031147 | Time: 4425.01 ms [2022-04-10 15:29:19 main:574] : INFO : Epoch 1629 | loss: 0.0311146 | val_loss: 0.0311417 | Time: 4408.83 ms [2022-04-10 15:29:23 main:574] : INFO : Epoch 1630 | loss: 0.0311107 | val_loss: 0.0311445 | Time: 4476.31 ms [2022-04-10 15:29:28 main:574] : INFO : Epoch 1631 | loss: 0.0311119 | val_loss: 0.031142 | Time: 4521.49 ms [2022-04-10 15:29:32 main:574] : INFO : Epoch 1632 | loss: 0.0311104 | val_loss: 0.0311459 | Time: 4451 ms [2022-04-10 15:29:37 main:574] : INFO : Epoch 1633 | loss: 0.0311101 | val_loss: 0.0311478 | Time: 4482 ms [2022-04-10 15:29:41 main:574] : INFO : Epoch 1634 | loss: 0.0311106 | val_loss: 0.0311485 | Time: 4457.96 ms [2022-04-10 15:29:46 main:574] : INFO : Epoch 1635 | loss: 0.0311102 | val_loss: 0.0311519 | Time: 4424.87 ms [2022-04-10 15:29:50 main:574] : INFO : Epoch 1636 | loss: 0.0311092 | val_loss: 0.0311462 | Time: 4388.04 ms [2022-04-10 15:29:54 main:574] : INFO : Epoch 1637 | loss: 0.0311104 | val_loss: 0.0311437 | Time: 4427.76 ms [2022-04-10 15:29:59 main:574] : INFO : Epoch 1638 | loss: 0.0311093 | val_loss: 0.0311468 | Time: 4428.14 ms [2022-04-10 15:30:03 main:574] : INFO : Epoch 1639 | loss: 0.0311129 | val_loss: 0.0311451 | Time: 4452.28 ms [2022-04-10 15:30:08 main:574] : INFO : Epoch 1640 | loss: 0.0311112 | val_loss: 0.0311436 | Time: 4444.65 ms [2022-04-10 15:30:12 main:574] : INFO : Epoch 1641 | loss: 0.0311101 | val_loss: 0.0311468 | Time: 4433.75 ms [2022-04-10 15:30:17 main:574] : INFO : Epoch 1642 | loss: 0.03111 | val_loss: 0.0311477 | Time: 4428.62 ms [2022-04-10 15:30:21 main:574] : INFO : Epoch 1643 | loss: 0.0311081 | val_loss: 0.0311472 | Time: 4436.22 ms [2022-04-10 15:30:26 main:574] : INFO : Epoch 1644 | loss: 0.0311088 | val_loss: 0.0311459 | Time: 4462.4 ms [2022-04-10 15:30:30 main:574] : INFO : Epoch 1645 | loss: 0.0311085 | val_loss: 0.0311469 | Time: 4470.09 ms [2022-04-10 15:30:34 main:574] : INFO : Epoch 1646 | loss: 0.0311091 | val_loss: 0.0311439 | Time: 4436.86 ms [2022-04-10 15:30:39 main:574] : INFO : Epoch 1647 | loss: 0.031106 | val_loss: 0.0311467 | Time: 4457.61 ms [2022-04-10 15:30:43 main:574] : INFO : Epoch 1648 | loss: 0.0311056 | val_loss: 0.0311489 | Time: 4429 ms [2022-04-10 15:30:48 main:574] : INFO : Epoch 1649 | loss: 0.031106 | val_loss: 0.0311459 | Time: 4408.9 ms [2022-04-10 15:30:52 main:574] : INFO : Epoch 1650 | loss: 0.0311102 | val_loss: 0.0311454 | Time: 4460.06 ms [2022-04-10 15:30:57 main:574] : INFO : Epoch 1651 | loss: 0.0311072 | val_loss: 0.0311485 | Time: 4394.04 ms [2022-04-10 15:31:01 main:574] : INFO : Epoch 1652 | loss: 0.031106 | val_loss: 0.0311469 | Time: 4552.77 ms [2022-04-10 15:31:06 main:574] : INFO : Epoch 1653 | loss: 0.0311065 | val_loss: 0.0311492 | Time: 4490.58 ms [2022-04-10 15:31:10 main:574] : INFO : Epoch 1654 | loss: 0.031115 | val_loss: 0.031151 | Time: 4440.06 ms [2022-04-10 15:31:15 main:574] : INFO : Epoch 1655 | loss: 0.0311164 | val_loss: 0.0311541 | Time: 4428.99 ms [2022-04-10 15:31:19 main:574] : INFO : Epoch 1656 | loss: 0.0311128 | val_loss: 0.0311496 | Time: 4428.75 ms [2022-04-10 15:31:23 main:574] : INFO : Epoch 1657 | loss: 0.0311123 | val_loss: 0.0311517 | Time: 4426.6 ms [2022-04-10 15:31:28 main:574] : INFO : Epoch 1658 | loss: 0.0311087 | val_loss: 0.0311509 | Time: 4438.46 ms [2022-04-10 15:31:32 main:574] : INFO : Epoch 1659 | loss: 0.0311093 | val_loss: 0.0311474 | Time: 4428.24 ms [2022-04-10 15:31:37 main:574] : INFO : Epoch 1660 | loss: 0.031109 | val_loss: 0.0311515 | Time: 4342.73 ms [2022-04-10 15:31:41 main:574] : INFO : Epoch 1661 | loss: 0.0311081 | val_loss: 0.0311504 | Time: 4418.62 ms [2022-04-10 15:31:46 main:574] : INFO : Epoch 1662 | loss: 0.0311127 | val_loss: 0.0311491 | Time: 4443.5 ms [2022-04-10 15:31:50 main:574] : INFO : Epoch 1663 | loss: 0.031113 | val_loss: 0.0311501 | Time: 4409.09 ms [2022-04-10 15:31:54 main:574] : INFO : Epoch 1664 | loss: 0.0311097 | val_loss: 0.03115 | Time: 4462.62 ms [2022-04-10 15:31:59 main:574] : INFO : Epoch 1665 | loss: 0.0311083 | val_loss: 0.0311506 | Time: 4439.42 ms [2022-04-10 15:32:03 main:574] : INFO : Epoch 1666 | loss: 0.0311075 | val_loss: 0.0311494 | Time: 4451.16 ms [2022-04-10 15:32:08 main:574] : INFO : Epoch 1667 | loss: 0.0311078 | val_loss: 0.0311489 | Time: 4401.18 ms [2022-04-10 15:32:12 main:574] : INFO : Epoch 1668 | loss: 0.0311087 | val_loss: 0.0311519 | Time: 4442.12 ms [2022-04-10 15:32:17 main:574] : INFO : Epoch 1669 | loss: 0.0311083 | val_loss: 0.0311488 | Time: 4444.75 ms [2022-04-10 15:32:21 main:574] : INFO : Epoch 1670 | loss: 0.0311093 | val_loss: 0.0311546 | Time: 4411.37 ms [2022-04-10 15:32:25 main:574] : INFO : Epoch 1671 | loss: 0.0311134 | val_loss: 0.031149 | Time: 4419.33 ms [2022-04-10 15:32:30 main:574] : INFO : Epoch 1672 | loss: 0.0311129 | val_loss: 0.0311505 | Time: 4416.28 ms [2022-04-10 15:32:34 main:574] : INFO : Epoch 1673 | loss: 0.0311117 | val_loss: 0.0311507 | Time: 4377.46 ms [2022-04-10 15:32:39 main:574] : INFO : Epoch 1674 | loss: 0.0311102 | val_loss: 0.0311494 | Time: 4407.07 ms [2022-04-10 15:32:43 main:574] : INFO : Epoch 1675 | loss: 0.0311098 | val_loss: 0.0311497 | Time: 4452.23 ms [2022-04-10 15:32:48 main:574] : INFO : Epoch 1676 | loss: 0.0311113 | val_loss: 0.0311542 | Time: 4420.28 ms [2022-04-10 15:32:52 main:574] : INFO : Epoch 1677 | loss: 0.0311147 | val_loss: 0.0311484 | Time: 4426.49 ms [2022-04-10 15:32:56 main:574] : INFO : Epoch 1678 | loss: 0.0311117 | val_loss: 0.0311507 | Time: 4456.63 ms [2022-04-10 15:33:01 main:574] : INFO : Epoch 1679 | loss: 0.0311067 | val_loss: 0.0311523 | Time: 4393.86 ms [2022-04-10 15:33:05 main:574] : INFO : Epoch 1680 | loss: 0.0311079 | val_loss: 0.0311534 | Time: 4452.74 ms [2022-04-10 15:33:10 main:574] : INFO : Epoch 1681 | loss: 0.0311083 | val_loss: 0.031152 | Time: 4429.96 ms [2022-04-10 15:33:14 main:574] : INFO : Epoch 1682 | loss: 0.0311078 | val_loss: 0.0311487 | Time: 4449.82 ms [2022-04-10 15:33:19 main:574] : INFO : Epoch 1683 | loss: 0.0311071 | val_loss: 0.0311504 | Time: 4454.82 ms [2022-04-10 15:33:23 main:574] : INFO : Epoch 1684 | loss: 0.0311056 | val_loss: 0.0311503 | Time: 4374.87 ms [2022-04-10 15:33:27 main:574] : INFO : Epoch 1685 | loss: 0.0311025 | val_loss: 0.0311476 | Time: 4438.15 ms [2022-04-10 15:33:32 main:574] : INFO : Epoch 1686 | loss: 0.0311025 | val_loss: 0.0311494 | Time: 4475.99 ms [2022-04-10 15:33:36 main:574] : INFO : Epoch 1687 | loss: 0.0311018 | val_loss: 0.0311484 | Time: 4398.79 ms [2022-04-10 15:33:41 main:574] : INFO : Epoch 1688 | loss: 0.0311024 | val_loss: 0.0311518 | Time: 4460.17 ms [2022-04-10 15:33:45 main:574] : INFO : Epoch 1689 | loss: 0.0311072 | val_loss: 0.0311488 | Time: 4450.23 ms [2022-04-10 15:33:50 main:574] : INFO : Epoch 1690 | loss: 0.0311027 | val_loss: 0.0311481 | Time: 4451.8 ms [2022-04-10 15:33:54 main:574] : INFO : Epoch 1691 | loss: 0.0311016 | val_loss: 0.0311468 | Time: 4485.98 ms [2022-04-10 15:33:59 main:574] : INFO : Epoch 1692 | loss: 0.0311018 | val_loss: 0.0311494 | Time: 4438.47 ms [2022-04-10 15:34:03 main:574] : INFO : Epoch 1693 | loss: 0.0311019 | val_loss: 0.0311507 | Time: 4473.47 ms [2022-04-10 15:34:08 main:574] : INFO : Epoch 1694 | loss: 0.0311023 | val_loss: 0.0311461 | Time: 4433.47 ms [2022-04-10 15:34:12 main:574] : INFO : Epoch 1695 | loss: 0.0311015 | val_loss: 0.0311485 | Time: 4398.13 ms [2022-04-10 15:34:16 main:574] : INFO : Epoch 1696 | loss: 0.0311007 | val_loss: 0.0311473 | Time: 4490.19 ms [2022-04-10 15:34:21 main:574] : INFO : Epoch 1697 | loss: 0.0311007 | val_loss: 0.0311508 | Time: 4409.96 ms [2022-04-10 15:34:25 main:574] : INFO : Epoch 1698 | loss: 0.031103 | val_loss: 0.0311498 | Time: 4456.36 ms [2022-04-10 15:34:30 main:574] : INFO : Epoch 1699 | loss: 0.0311094 | val_loss: 0.0311456 | Time: 4403.89 ms [2022-04-10 15:34:34 main:574] : INFO : Epoch 1700 | loss: 0.0311117 | val_loss: 0.0311475 | Time: 4465.09 ms [2022-04-10 15:34:39 main:574] : INFO : Epoch 1701 | loss: 0.0311116 | val_loss: 0.0311475 | Time: 4479.31 ms [2022-04-10 15:34:43 main:574] : INFO : Epoch 1702 | loss: 0.0311097 | val_loss: 0.0311474 | Time: 4446.18 ms [2022-04-10 15:34:48 main:574] : INFO : Epoch 1703 | loss: 0.0311115 | val_loss: 0.0311503 | Time: 4501.92 ms [2022-04-10 15:34:52 main:574] : INFO : Epoch 1704 | loss: 0.03111 | val_loss: 0.0311455 | Time: 4418.46 ms [2022-04-10 15:34:57 main:574] : INFO : Epoch 1705 | loss: 0.0311096 | val_loss: 0.0311504 | Time: 4444.48 ms [2022-04-10 15:35:01 main:574] : INFO : Epoch 1706 | loss: 0.0311117 | val_loss: 0.0311512 | Time: 4417.18 ms [2022-04-10 15:35:05 main:574] : INFO : Epoch 1707 | loss: 0.0311119 | val_loss: 0.0311504 | Time: 4407.34 ms [2022-04-10 15:35:10 main:574] : INFO : Epoch 1708 | loss: 0.0311147 | val_loss: 0.0311486 | Time: 4477.05 ms [2022-04-10 15:35:14 main:574] : INFO : Epoch 1709 | loss: 0.0311124 | val_loss: 0.0311483 | Time: 4370.37 ms [2022-04-10 15:35:19 main:574] : INFO : Epoch 1710 | loss: 0.0311089 | val_loss: 0.0311469 | Time: 4455.11 ms [2022-04-10 15:35:23 main:574] : INFO : Epoch 1711 | loss: 0.0311095 | val_loss: 0.0311444 | Time: 4429.48 ms [2022-04-10 15:35:28 main:574] : INFO : Epoch 1712 | loss: 0.0311088 | val_loss: 0.0311415 | Time: 4466.01 ms [2022-04-10 15:35:32 main:574] : INFO : Epoch 1713 | loss: 0.0311067 | val_loss: 0.0311432 | Time: 4433.27 ms [2022-04-10 15:35:36 main:574] : INFO : Epoch 1714 | loss: 0.031109 | val_loss: 0.0311525 | Time: 4419.01 ms [2022-04-10 15:35:41 main:574] : INFO : Epoch 1715 | loss: 0.0311111 | val_loss: 0.0311496 | Time: 4428.26 ms [2022-04-10 15:35:45 main:574] : INFO : Epoch 1716 | loss: 0.0311087 | val_loss: 0.0311448 | Time: 4460.36 ms [2022-04-10 15:35:50 main:574] : INFO : Epoch 1717 | loss: 0.0311063 | val_loss: 0.0311484 | Time: 4433.84 ms [2022-04-10 15:35:54 main:574] : INFO : Epoch 1718 | loss: 0.0311049 | val_loss: 0.0311463 | Time: 4438.63 ms [2022-04-10 15:35:59 main:574] : INFO : Epoch 1719 | loss: 0.0311045 | val_loss: 0.0311478 | Time: 4440.22 ms [2022-04-10 15:36:03 main:574] : INFO : Epoch 1720 | loss: 0.0311053 | val_loss: 0.0311446 | Time: 4444.04 ms [2022-04-10 15:36:08 main:574] : INFO : Epoch 1721 | loss: 0.0311071 | val_loss: 0.0311464 | Time: 4448.17 ms [2022-04-10 15:36:12 main:574] : INFO : Epoch 1722 | loss: 0.0311098 | val_loss: 0.0311448 | Time: 4433.9 ms [2022-04-10 15:36:16 main:574] : INFO : Epoch 1723 | loss: 0.0311064 | val_loss: 0.0311483 | Time: 4445 ms [2022-04-10 15:36:21 main:574] : INFO : Epoch 1724 | loss: 0.031104 | val_loss: 0.0311456 | Time: 4416.23 ms [2022-04-10 15:36:25 main:574] : INFO : Epoch 1725 | loss: 0.0311064 | val_loss: 0.031147 | Time: 4465.23 ms [2022-04-10 15:36:30 main:574] : INFO : Epoch 1726 | loss: 0.0311083 | val_loss: 0.0311455 | Time: 4449.37 ms [2022-04-10 15:36:34 main:574] : INFO : Epoch 1727 | loss: 0.0311068 | val_loss: 0.0311467 | Time: 4407.98 ms [2022-04-10 15:36:39 main:574] : INFO : Epoch 1728 | loss: 0.0311038 | val_loss: 0.0311467 | Time: 4449.34 ms [2022-04-10 15:36:43 main:574] : INFO : Epoch 1729 | loss: 0.0311026 | val_loss: 0.0311494 | Time: 4487.18 ms [2022-04-10 15:36:48 main:574] : INFO : Epoch 1730 | loss: 0.0311021 | val_loss: 0.0311468 | Time: 4417.84 ms [2022-04-10 15:36:52 main:574] : INFO : Epoch 1731 | loss: 0.031103 | val_loss: 0.0311499 | Time: 4452.69 ms [2022-04-10 15:36:56 main:574] : INFO : Epoch 1732 | loss: 0.0311019 | val_loss: 0.0311505 | Time: 4384.81 ms [2022-04-10 15:37:01 main:574] : INFO : Epoch 1733 | loss: 0.0310997 | val_loss: 0.0311477 | Time: 4452.75 ms [2022-04-10 15:37:05 main:574] : INFO : Epoch 1734 | loss: 0.0310983 | val_loss: 0.031151 | Time: 4409.07 ms [2022-04-10 15:37:10 main:574] : INFO : Epoch 1735 | loss: 0.0310984 | val_loss: 0.0311493 | Time: 4457.23 ms [2022-04-10 15:37:14 main:574] : INFO : Epoch 1736 | loss: 0.031098 | val_loss: 0.0311495 | Time: 4454.52 ms [2022-04-10 15:37:19 main:574] : INFO : Epoch 1737 | loss: 0.0310976 | val_loss: 0.031151 | Time: 4404.7 ms [2022-04-10 15:37:23 main:574] : INFO : Epoch 1738 | loss: 0.0310987 | val_loss: 0.0311437 | Time: 4416.86 ms [2022-04-10 15:37:27 main:574] : INFO : Epoch 1739 | loss: 0.031099 | val_loss: 0.031145 | Time: 4420.32 ms [2022-04-10 15:37:32 main:574] : INFO : Epoch 1740 | loss: 0.0310993 | val_loss: 0.0311463 | Time: 4468.78 ms [2022-04-10 15:37:36 main:574] : INFO : Epoch 1741 | loss: 0.0310977 | val_loss: 0.0311502 | Time: 4457.45 ms [2022-04-10 15:37:41 main:574] : INFO : Epoch 1742 | loss: 0.0310993 | val_loss: 0.0311451 | Time: 4394.12 ms [2022-04-10 15:37:45 main:574] : INFO : Epoch 1743 | loss: 0.031102 | val_loss: 0.0311471 | Time: 4420.12 ms [2022-04-10 15:37:50 main:574] : INFO : Epoch 1744 | loss: 0.0311102 | val_loss: 0.0311452 | Time: 4414.47 ms [2022-04-10 15:37:54 main:574] : INFO : Epoch 1745 | loss: 0.0311112 | val_loss: 0.0311418 | Time: 4454.17 ms [2022-04-10 15:37:59 main:574] : INFO : Epoch 1746 | loss: 0.0311066 | val_loss: 0.031147 | Time: 4462.63 ms [2022-04-10 15:38:03 main:574] : INFO : Epoch 1747 | loss: 0.0311023 | val_loss: 0.0311453 | Time: 4435.52 ms [2022-04-10 15:38:08 main:574] : INFO : Epoch 1748 | loss: 0.0311004 | val_loss: 0.0311487 | Time: 4495.9 ms [2022-04-10 15:38:12 main:574] : INFO : Epoch 1749 | loss: 0.0310986 | val_loss: 0.0311475 | Time: 4476.77 ms [2022-04-10 15:38:16 main:574] : INFO : Epoch 1750 | loss: 0.0310981 | val_loss: 0.0311476 | Time: 4403.7 ms [2022-04-10 15:38:21 main:574] : INFO : Epoch 1751 | loss: 0.0310971 | val_loss: 0.031151 | Time: 4401.2 ms [2022-04-10 15:38:25 main:574] : INFO : Epoch 1752 | loss: 0.0310969 | val_loss: 0.031151 | Time: 4506.61 ms [2022-04-10 15:38:30 main:574] : INFO : Epoch 1753 | loss: 0.0310978 | val_loss: 0.0311492 | Time: 4444.67 ms [2022-04-10 15:38:34 main:574] : INFO : Epoch 1754 | loss: 0.0310978 | val_loss: 0.0311504 | Time: 4474.71 ms [2022-04-10 15:38:39 main:574] : INFO : Epoch 1755 | loss: 0.0310978 | val_loss: 0.0311504 | Time: 4426.43 ms [2022-04-10 15:38:43 main:574] : INFO : Epoch 1756 | loss: 0.0311009 | val_loss: 0.0311498 | Time: 4380.77 ms [2022-04-10 15:38:48 main:574] : INFO : Epoch 1757 | loss: 0.0311178 | val_loss: 0.0311523 | Time: 4411.19 ms [2022-04-10 15:38:52 main:574] : INFO : Epoch 1758 | loss: 0.0311126 | val_loss: 0.0311471 | Time: 4449.93 ms [2022-04-10 15:38:56 main:574] : INFO : Epoch 1759 | loss: 0.0311084 | val_loss: 0.0311434 | Time: 4451.57 ms [2022-04-10 15:39:01 main:574] : INFO : Epoch 1760 | loss: 0.0311047 | val_loss: 0.0311502 | Time: 4464.23 ms [2022-04-10 15:39:05 main:574] : INFO : Epoch 1761 | loss: 0.0311059 | val_loss: 0.0311503 | Time: 4431.43 ms [2022-04-10 15:39:10 main:574] : INFO : Epoch 1762 | loss: 0.0311037 | val_loss: 0.0311559 | Time: 4416.03 ms [2022-04-10 15:39:14 main:574] : INFO : Epoch 1763 | loss: 0.0311057 | val_loss: 0.03115 | Time: 4506.15 ms [2022-04-10 15:39:19 main:574] : INFO : Epoch 1764 | loss: 0.0311044 | val_loss: 0.0311513 | Time: 4429.98 ms [2022-04-10 15:39:23 main:574] : INFO : Epoch 1765 | loss: 0.0311031 | val_loss: 0.0311484 | Time: 4463.86 ms [2022-04-10 15:39:28 main:574] : INFO : Epoch 1766 | loss: 0.0311039 | val_loss: 0.0311474 | Time: 4468.06 ms [2022-04-10 15:39:32 main:574] : INFO : Epoch 1767 | loss: 0.0311048 | val_loss: 0.0311471 | Time: 4443.47 ms [2022-04-10 15:39:37 main:574] : INFO : Epoch 1768 | loss: 0.0311078 | val_loss: 0.0311452 | Time: 4449.27 ms [2022-04-10 15:39:41 main:574] : INFO : Epoch 1769 | loss: 0.0311088 | val_loss: 0.0311459 | Time: 4459.26 ms [2022-04-10 15:39:45 main:574] : INFO : Epoch 1770 | loss: 0.031108 | val_loss: 0.0311473 | Time: 4429.26 ms [2022-04-10 15:39:50 main:574] : INFO : Epoch 1771 | loss: 0.0311066 | val_loss: 0.0311442 | Time: 4457 ms [2022-04-10 15:39:54 main:574] : INFO : Epoch 1772 | loss: 0.0311049 | val_loss: 0.0311423 | Time: 4436.58 ms [2022-04-10 15:39:59 main:574] : INFO : Epoch 1773 | loss: 0.0311052 | val_loss: 0.0311403 | Time: 4486.14 ms [2022-04-10 15:40:03 main:574] : INFO : Epoch 1774 | loss: 0.0311085 | val_loss: 0.0311443 | Time: 4487.83 ms [2022-04-10 15:40:08 main:574] : INFO : Epoch 1775 | loss: 0.0311076 | val_loss: 0.0311467 | Time: 4477.63 ms [2022-04-10 15:40:12 main:574] : INFO : Epoch 1776 | loss: 0.0311067 | val_loss: 0.0311489 | Time: 4437.18 ms [2022-04-10 15:40:17 main:574] : INFO : Epoch 1777 | loss: 0.0311105 | val_loss: 0.0311486 | Time: 4453.01 ms [2022-04-10 15:40:21 main:574] : INFO : Epoch 1778 | loss: 0.0311131 | val_loss: 0.0311484 | Time: 4448.41 ms [2022-04-10 15:40:26 main:574] : INFO : Epoch 1779 | loss: 0.0311087 | val_loss: 0.0311459 | Time: 4456.09 ms [2022-04-10 15:40:30 main:574] : INFO : Epoch 1780 | loss: 0.0311062 | val_loss: 0.0311476 | Time: 4400.32 ms [2022-04-10 15:40:34 main:574] : INFO : Epoch 1781 | loss: 0.0311165 | val_loss: 0.0311491 | Time: 4470.4 ms [2022-04-10 15:40:39 main:574] : INFO : Epoch 1782 | loss: 0.0311176 | val_loss: 0.0311521 | Time: 4464.06 ms [2022-04-10 15:40:43 main:574] : INFO : Epoch 1783 | loss: 0.0311149 | val_loss: 0.0311534 | Time: 4413.28 ms [2022-04-10 15:40:48 main:574] : INFO : Epoch 1784 | loss: 0.0311148 | val_loss: 0.0311552 | Time: 4445.17 ms [2022-04-10 15:40:52 main:574] : INFO : Epoch 1785 | loss: 0.0311112 | val_loss: 0.0311499 | Time: 4456.47 ms [2022-04-10 15:40:57 main:574] : INFO : Epoch 1786 | loss: 0.0311097 | val_loss: 0.0311462 | Time: 4445.18 ms [2022-04-10 15:41:01 main:574] : INFO : Epoch 1787 | loss: 0.0311115 | val_loss: 0.0311416 | Time: 4388.12 ms [2022-04-10 15:41:06 main:574] : INFO : Epoch 1788 | loss: 0.0311098 | val_loss: 0.0311457 | Time: 4404.25 ms [2022-04-10 15:41:10 main:574] : INFO : Epoch 1789 | loss: 0.0311063 | val_loss: 0.0311466 | Time: 4437.56 ms [2022-04-10 15:41:14 main:574] : INFO : Epoch 1790 | loss: 0.0311047 | val_loss: 0.0311472 | Time: 4433.82 ms [2022-04-10 15:41:19 main:574] : INFO : Epoch 1791 | loss: 0.0311023 | val_loss: 0.031151 | Time: 4445.27 ms [2022-04-10 15:41:23 main:574] : INFO : Epoch 1792 | loss: 0.031102 | val_loss: 0.0311473 | Time: 4441.66 ms [2022-04-10 15:41:28 main:574] : INFO : Epoch 1793 | loss: 0.0311018 | val_loss: 0.0311465 | Time: 4457.27 ms [2022-04-10 15:41:32 main:574] : INFO : Epoch 1794 | loss: 0.0311052 | val_loss: 0.0311465 | Time: 4445 ms [2022-04-10 15:41:37 main:574] : INFO : Epoch 1795 | loss: 0.0311046 | val_loss: 0.0311437 | Time: 4472.65 ms [2022-04-10 15:41:41 main:574] : INFO : Epoch 1796 | loss: 0.0311022 | val_loss: 0.0311473 | Time: 4454.86 ms [2022-04-10 15:41:46 main:574] : INFO : Epoch 1797 | loss: 0.0311023 | val_loss: 0.0311456 | Time: 4458.05 ms [2022-04-10 15:41:50 main:574] : INFO : Epoch 1798 | loss: 0.031104 | val_loss: 0.0311468 | Time: 4406.81 ms [2022-04-10 15:41:54 main:574] : INFO : Epoch 1799 | loss: 0.0311055 | val_loss: 0.0311474 | Time: 4461.29 ms [2022-04-10 15:41:59 main:574] : INFO : Epoch 1800 | loss: 0.0311048 | val_loss: 0.0311513 | Time: 4480.12 ms [2022-04-10 15:42:03 main:574] : INFO : Epoch 1801 | loss: 0.0311081 | val_loss: 0.031147 | Time: 4476.57 ms [2022-04-10 15:42:08 main:574] : INFO : Epoch 1802 | loss: 0.0311039 | val_loss: 0.0311476 | Time: 4343.04 ms [2022-04-10 15:42:12 main:574] : INFO : Epoch 1803 | loss: 0.0311036 | val_loss: 0.0311475 | Time: 4454.68 ms [2022-04-10 15:42:17 main:574] : INFO : Epoch 1804 | loss: 0.0311098 | val_loss: 0.0311504 | Time: 4509.11 ms [2022-04-10 15:42:21 main:574] : INFO : Epoch 1805 | loss: 0.031108 | val_loss: 0.0311497 | Time: 4418.15 ms [2022-04-10 15:42:26 main:574] : INFO : Epoch 1806 | loss: 0.0311069 | val_loss: 0.0311482 | Time: 4384.29 ms [2022-04-10 15:42:30 main:574] : INFO : Epoch 1807 | loss: 0.0311041 | val_loss: 0.0311462 | Time: 4420 ms [2022-04-10 15:42:34 main:574] : INFO : Epoch 1808 | loss: 0.031103 | val_loss: 0.0311475 | Time: 4476.69 ms [2022-04-10 15:42:39 main:574] : INFO : Epoch 1809 | loss: 0.0311058 | val_loss: 0.0311505 | Time: 4444.12 ms [2022-04-10 15:42:43 main:574] : INFO : Epoch 1810 | loss: 0.0311071 | val_loss: 0.031149 | Time: 4400.94 ms [2022-04-10 15:42:48 main:574] : INFO : Epoch 1811 | loss: 0.0311063 | val_loss: 0.0311454 | Time: 4485.51 ms [2022-04-10 15:42:52 main:574] : INFO : Epoch 1812 | loss: 0.0311025 | val_loss: 0.0311438 | Time: 4392.81 ms [2022-04-10 15:42:57 main:574] : INFO : Epoch 1813 | loss: 0.0311035 | val_loss: 0.0311466 | Time: 4412 ms [2022-04-10 15:43:01 main:574] : INFO : Epoch 1814 | loss: 0.0311021 | val_loss: 0.0311458 | Time: 4468.43 ms [2022-04-10 15:43:06 main:574] : INFO : Epoch 1815 | loss: 0.0311007 | val_loss: 0.031147 | Time: 4441.62 ms [2022-04-10 15:43:10 main:574] : INFO : Epoch 1816 | loss: 0.0311007 | val_loss: 0.0311476 | Time: 4462.32 ms [2022-04-10 15:43:15 main:574] : INFO : Epoch 1817 | loss: 0.0311013 | val_loss: 0.0311484 | Time: 4524.66 ms [2022-04-10 15:43:19 main:574] : INFO : Epoch 1818 | loss: 0.0311018 | val_loss: 0.031146 | Time: 4434.15 ms [2022-04-10 15:43:23 main:574] : INFO : Epoch 1819 | loss: 0.0311013 | val_loss: 0.0311457 | Time: 4432.5 ms [2022-04-10 15:43:28 main:574] : INFO : Epoch 1820 | loss: 0.0311008 | val_loss: 0.0311474 | Time: 4320.38 ms [2022-04-10 15:43:32 main:574] : INFO : Epoch 1821 | loss: 0.0311018 | val_loss: 0.0311514 | Time: 4420.02 ms [2022-04-10 15:43:37 main:574] : INFO : Epoch 1822 | loss: 0.0310989 | val_loss: 0.0311507 | Time: 4415.12 ms [2022-04-10 15:43:41 main:574] : INFO : Epoch 1823 | loss: 0.0310978 | val_loss: 0.0311492 | Time: 4488.63 ms [2022-04-10 15:43:45 main:574] : INFO : Epoch 1824 | loss: 0.0310958 | val_loss: 0.031151 | Time: 4393.93 ms [2022-04-10 15:43:50 main:574] : INFO : Epoch 1825 | loss: 0.0311044 | val_loss: 0.0311464 | Time: 4469.53 ms [2022-04-10 15:43:54 main:574] : INFO : Epoch 1826 | loss: 0.0311058 | val_loss: 0.0311496 | Time: 4480.78 ms [2022-04-10 15:43:59 main:574] : INFO : Epoch 1827 | loss: 0.0311062 | val_loss: 0.031152 | Time: 4473.26 ms [2022-04-10 15:44:03 main:574] : INFO : Epoch 1828 | loss: 0.0311084 | val_loss: 0.0311494 | Time: 4475.98 ms [2022-04-10 15:44:08 main:574] : INFO : Epoch 1829 | loss: 0.0311054 | val_loss: 0.0311455 | Time: 4419.16 ms [2022-04-10 15:44:12 main:574] : INFO : Epoch 1830 | loss: 0.0311032 | val_loss: 0.0311452 | Time: 4447.56 ms [2022-04-10 15:44:17 main:574] : INFO : Epoch 1831 | loss: 0.0311022 | val_loss: 0.0311451 | Time: 4462.9 ms [2022-04-10 15:44:21 main:574] : INFO : Epoch 1832 | loss: 0.0310984 | val_loss: 0.0311426 | Time: 4426.18 ms [2022-04-10 15:44:26 main:574] : INFO : Epoch 1833 | loss: 0.031102 | val_loss: 0.0311465 | Time: 4401.53 ms [2022-04-10 15:44:32 main:574] : INFO : Epoch 1834 | loss: 0.0311027 | val_loss: 0.0311398 | Time: 6741.7 ms [2022-04-10 15:44:38 main:574] : INFO : Epoch 1835 | loss: 0.0311056 | val_loss: 0.0311413 | Time: 5788.66 ms [2022-04-10 15:44:44 main:574] : INFO : Epoch 1836 | loss: 0.0311016 | val_loss: 0.0311456 | Time: 5630.35 ms [2022-04-10 15:44:51 main:574] : INFO : Epoch 1837 | loss: 0.0311022 | val_loss: 0.0311422 | Time: 5827.56 ms [2022-04-10 15:44:57 main:574] : INFO : Epoch 1838 | loss: 0.0310986 | val_loss: 0.0311405 | Time: 5456.47 ms [2022-04-10 15:45:03 main:574] : INFO : Epoch 1839 | loss: 0.0311008 | val_loss: 0.0311425 | Time: 5661.78 ms [2022-04-10 15:45:08 main:574] : INFO : Epoch 1840 | loss: 0.0311018 | val_loss: 0.0311375 | Time: 5099.74 ms [2022-04-10 15:45:13 main:574] : INFO : Epoch 1841 | loss: 0.0311021 | val_loss: 0.0311395 | Time: 4822.41 ms [2022-04-10 15:45:17 main:574] : INFO : Epoch 1842 | loss: 0.0311036 | val_loss: 0.0311405 | Time: 4747.05 ms [2022-04-10 15:45:22 main:574] : INFO : Epoch 1843 | loss: 0.0311148 | val_loss: 0.0311462 | Time: 4826.86 ms [2022-04-10 15:45:27 main:574] : INFO : Epoch 1844 | loss: 0.031119 | val_loss: 0.0311454 | Time: 4753.73 ms [2022-04-10 15:45:32 main:574] : INFO : Epoch 1845 | loss: 0.0311167 | val_loss: 0.0311436 | Time: 4745.27 ms [2022-04-10 15:45:36 main:574] : INFO : Epoch 1846 | loss: 0.0311138 | val_loss: 0.0311453 | Time: 4735.16 ms [2022-04-10 15:45:41 main:574] : INFO : Epoch 1847 | loss: 0.0311168 | val_loss: 0.0311414 | Time: 4728.69 ms [2022-04-10 15:45:46 main:574] : INFO : Epoch 1848 | loss: 0.0311133 | val_loss: 0.0311429 | Time: 4744.15 ms [2022-04-10 15:45:51 main:574] : INFO : Epoch 1849 | loss: 0.0311116 | val_loss: 0.0311436 | Time: 4839.41 ms [2022-04-10 15:45:56 main:574] : INFO : Epoch 1850 | loss: 0.0311086 | val_loss: 0.0311443 | Time: 4863.8 ms [2022-04-10 15:46:00 main:574] : INFO : Epoch 1851 | loss: 0.0311098 | val_loss: 0.0311455 | Time: 4777.28 ms [2022-04-10 15:46:05 main:574] : INFO : Epoch 1852 | loss: 0.0311109 | val_loss: 0.0311413 | Time: 4781.6 ms [2022-04-10 15:46:10 main:574] : INFO : Epoch 1853 | loss: 0.0311082 | val_loss: 0.0311438 | Time: 4795.01 ms [2022-04-10 15:46:15 main:574] : INFO : Epoch 1854 | loss: 0.0311079 | val_loss: 0.0311443 | Time: 4805.23 ms [2022-04-10 15:46:19 main:574] : INFO : Epoch 1855 | loss: 0.0311069 | val_loss: 0.0311495 | Time: 4698.3 ms [2022-04-10 15:46:24 main:574] : INFO : Epoch 1856 | loss: 0.0311198 | val_loss: 0.0311512 | Time: 4774.02 ms [2022-04-10 15:46:29 main:574] : INFO : Epoch 1857 | loss: 0.0311125 | val_loss: 0.0311459 | Time: 4787.97 ms [2022-04-10 15:46:34 main:574] : INFO : Epoch 1858 | loss: 0.0311113 | val_loss: 0.0311426 | Time: 4758.31 ms [2022-04-10 15:46:38 main:574] : INFO : Epoch 1859 | loss: 0.0311134 | val_loss: 0.0311466 | Time: 4695.31 ms [2022-04-10 15:46:43 main:574] : INFO : Epoch 1860 | loss: 0.0311122 | val_loss: 0.0311448 | Time: 4720.09 ms [2022-04-10 15:46:48 main:574] : INFO : Epoch 1861 | loss: 0.0311088 | val_loss: 0.0311489 | Time: 4819.31 ms [2022-04-10 15:46:53 main:574] : INFO : Epoch 1862 | loss: 0.0311139 | val_loss: 0.0311454 | Time: 4764.49 ms [2022-04-10 15:46:58 main:574] : INFO : Epoch 1863 | loss: 0.0311115 | val_loss: 0.0311454 | Time: 4812.75 ms [2022-04-10 15:47:02 main:574] : INFO : Epoch 1864 | loss: 0.0311105 | val_loss: 0.0311481 | Time: 4851.8 ms [2022-04-10 15:47:07 main:574] : INFO : Epoch 1865 | loss: 0.0311097 | val_loss: 0.0311461 | Time: 4739.99 ms [2022-04-10 15:47:12 main:574] : INFO : Epoch 1866 | loss: 0.0311093 | val_loss: 0.0311431 | Time: 4733.03 ms [2022-04-10 15:47:17 main:574] : INFO : Epoch 1867 | loss: 0.0311086 | val_loss: 0.0311442 | Time: 4688.32 ms [2022-04-10 15:47:21 main:574] : INFO : Epoch 1868 | loss: 0.0311067 | val_loss: 0.0311454 | Time: 4798.05 ms [2022-04-10 15:47:26 main:574] : INFO : Epoch 1869 | loss: 0.0311058 | val_loss: 0.0311501 | Time: 4792.86 ms [2022-04-10 15:47:31 main:574] : INFO : Epoch 1870 | loss: 0.0311068 | val_loss: 0.0311486 | Time: 4636.66 ms [2022-04-10 15:47:35 main:574] : INFO : Epoch 1871 | loss: 0.0311056 | val_loss: 0.031156 | Time: 4564.8 ms [2022-04-10 15:47:40 main:574] : INFO : Epoch 1872 | loss: 0.0311115 | val_loss: 0.0311517 | Time: 4575.55 ms [2022-04-10 15:47:45 main:574] : INFO : Epoch 1873 | loss: 0.0311137 | val_loss: 0.0311482 | Time: 4532.01 ms [2022-04-10 15:47:49 main:574] : INFO : Epoch 1874 | loss: 0.0311104 | val_loss: 0.0311487 | Time: 4455.83 ms [2022-04-10 15:47:53 main:574] : INFO : Epoch 1875 | loss: 0.0311106 | val_loss: 0.031147 | Time: 4431.76 ms [2022-04-10 15:47:58 main:574] : INFO : Epoch 1876 | loss: 0.0311123 | val_loss: 0.0311472 | Time: 4495.35 ms [2022-04-10 15:48:02 main:574] : INFO : Epoch 1877 | loss: 0.0311146 | val_loss: 0.0311463 | Time: 4482.34 ms [2022-04-10 15:48:07 main:574] : INFO : Epoch 1878 | loss: 0.0311119 | val_loss: 0.0311466 | Time: 4441.44 ms [2022-04-10 15:48:11 main:574] : INFO : Epoch 1879 | loss: 0.0311138 | val_loss: 0.0311485 | Time: 4502.14 ms [2022-04-10 15:48:16 main:574] : INFO : Epoch 1880 | loss: 0.03111 | val_loss: 0.0311518 | Time: 4443.41 ms [2022-04-10 15:48:20 main:574] : INFO : Epoch 1881 | loss: 0.0311091 | val_loss: 0.031147 | Time: 4499.86 ms [2022-04-10 15:48:25 main:574] : INFO : Epoch 1882 | loss: 0.031109 | val_loss: 0.0311503 | Time: 4571.31 ms [2022-04-10 15:48:29 main:574] : INFO : Epoch 1883 | loss: 0.0311078 | val_loss: 0.0311487 | Time: 4430.97 ms [2022-04-10 15:48:34 main:574] : INFO : Epoch 1884 | loss: 0.0311104 | val_loss: 0.0311509 | Time: 4447.34 ms [2022-04-10 15:48:38 main:574] : INFO : Epoch 1885 | loss: 0.0311096 | val_loss: 0.0311507 | Time: 4445.81 ms [2022-04-10 15:48:43 main:574] : INFO : Epoch 1886 | loss: 0.0311133 | val_loss: 0.0311497 | Time: 4506.9 ms [2022-04-10 15:48:47 main:574] : INFO : Epoch 1887 | loss: 0.0311149 | val_loss: 0.0311505 | Time: 4460.76 ms [2022-04-10 15:48:52 main:574] : INFO : Epoch 1888 | loss: 0.031111 | val_loss: 0.0311506 | Time: 4435.83 ms [2022-04-10 15:48:56 main:574] : INFO : Epoch 1889 | loss: 0.0311073 | val_loss: 0.0311493 | Time: 4591.26 ms [2022-04-10 15:49:01 main:574] : INFO : Epoch 1890 | loss: 0.0311054 | val_loss: 0.0311498 | Time: 4588.48 ms [2022-04-10 15:49:05 main:574] : INFO : Epoch 1891 | loss: 0.0311048 | val_loss: 0.0311489 | Time: 4479.97 ms [2022-04-10 15:49:10 main:574] : INFO : Epoch 1892 | loss: 0.0311042 | val_loss: 0.0311523 | Time: 4479.8 ms [2022-04-10 15:49:14 main:574] : INFO : Epoch 1893 | loss: 0.0311029 | val_loss: 0.0311513 | Time: 4544.34 ms [2022-04-10 15:49:19 main:574] : INFO : Epoch 1894 | loss: 0.0311057 | val_loss: 0.0311482 | Time: 4517.41 ms [2022-04-10 15:49:23 main:574] : INFO : Epoch 1895 | loss: 0.0311059 | val_loss: 0.0311514 | Time: 4413.55 ms [2022-04-10 15:49:28 main:574] : INFO : Epoch 1896 | loss: 0.0311043 | val_loss: 0.0311461 | Time: 4438.11 ms [2022-04-10 15:49:32 main:574] : INFO : Epoch 1897 | loss: 0.0311063 | val_loss: 0.031148 | Time: 4456.65 ms [2022-04-10 15:49:37 main:574] : INFO : Epoch 1898 | loss: 0.0311069 | val_loss: 0.0311472 | Time: 4490.28 ms [2022-04-10 15:49:41 main:574] : INFO : Epoch 1899 | loss: 0.0311058 | val_loss: 0.0311464 | Time: 4549.14 ms [2022-04-10 15:49:46 main:574] : INFO : Epoch 1900 | loss: 0.0311069 | val_loss: 0.0311459 | Time: 4435.14 ms [2022-04-10 15:49:50 main:574] : INFO : Epoch 1901 | loss: 0.0311064 | val_loss: 0.0311435 | Time: 4418.76 ms [2022-04-10 15:49:55 main:574] : INFO : Epoch 1902 | loss: 0.031105 | val_loss: 0.0311443 | Time: 4479.69 ms [2022-04-10 15:49:59 main:574] : INFO : Epoch 1903 | loss: 0.0311057 | val_loss: 0.0311427 | Time: 4444.27 ms [2022-04-10 15:50:04 main:574] : INFO : Epoch 1904 | loss: 0.0311062 | val_loss: 0.0311439 | Time: 4529.42 ms [2022-04-10 15:50:08 main:574] : INFO : Epoch 1905 | loss: 0.0311059 | val_loss: 0.0311479 | Time: 4407.69 ms [2022-04-10 15:50:12 main:574] : INFO : Epoch 1906 | loss: 0.0311111 | val_loss: 0.0311499 | Time: 4468.08 ms [2022-04-10 15:50:17 main:574] : INFO : Epoch 1907 | loss: 0.0311103 | val_loss: 0.03115 | Time: 4425.37 ms [2022-04-10 15:50:21 main:574] : INFO : Epoch 1908 | loss: 0.031116 | val_loss: 0.0311501 | Time: 4441.29 ms [2022-04-10 15:50:26 main:574] : INFO : Epoch 1909 | loss: 0.0311128 | val_loss: 0.0311458 | Time: 4469.55 ms [2022-04-10 15:50:30 main:574] : INFO : Epoch 1910 | loss: 0.0311089 | val_loss: 0.0311455 | Time: 4529.3 ms [2022-04-10 15:50:35 main:574] : INFO : Epoch 1911 | loss: 0.0311078 | val_loss: 0.0311434 | Time: 4412.05 ms [2022-04-10 15:50:39 main:574] : INFO : Epoch 1912 | loss: 0.0311059 | val_loss: 0.0311487 | Time: 4571.4 ms [2022-04-10 15:50:44 main:574] : INFO : Epoch 1913 | loss: 0.0311041 | val_loss: 0.0311451 | Time: 4510.05 ms [2022-04-10 15:50:48 main:574] : INFO : Epoch 1914 | loss: 0.0311046 | val_loss: 0.0311469 | Time: 4522.98 ms [2022-04-10 15:50:53 main:574] : INFO : Epoch 1915 | loss: 0.0311061 | val_loss: 0.0311472 | Time: 4502.83 ms [2022-04-10 15:50:57 main:574] : INFO : Epoch 1916 | loss: 0.0311071 | val_loss: 0.0311477 | Time: 4486.73 ms [2022-04-10 15:51:02 main:574] : INFO : Epoch 1917 | loss: 0.0311049 | val_loss: 0.0311499 | Time: 4470.78 ms [2022-04-10 15:51:06 main:574] : INFO : Epoch 1918 | loss: 0.0311041 | val_loss: 0.0311485 | Time: 4483.73 ms [2022-04-10 15:51:11 main:574] : INFO : Epoch 1919 | loss: 0.0311037 | val_loss: 0.0311471 | Time: 4460.6 ms [2022-04-10 15:51:15 main:574] : INFO : Epoch 1920 | loss: 0.0311057 | val_loss: 0.0311507 | Time: 4541.02 ms [2022-04-10 15:51:20 main:574] : INFO : Epoch 1921 | loss: 0.031105 | val_loss: 0.0311465 | Time: 4491.01 ms [2022-04-10 15:51:24 main:574] : INFO : Epoch 1922 | loss: 0.0311051 | val_loss: 0.0311493 | Time: 4453.19 ms [2022-04-10 15:51:29 main:574] : INFO : Epoch 1923 | loss: 0.0311028 | val_loss: 0.0311515 | Time: 4475.3 ms [2022-04-10 15:51:33 main:574] : INFO : Epoch 1924 | loss: 0.0311014 | val_loss: 0.0311522 | Time: 4510 ms [2022-04-10 15:51:38 main:574] : INFO : Epoch 1925 | loss: 0.0311007 | val_loss: 0.0311539 | Time: 4453.37 ms [2022-04-10 15:51:42 main:574] : INFO : Epoch 1926 | loss: 0.0311015 | val_loss: 0.0311527 | Time: 4503.41 ms [2022-04-10 15:51:47 main:574] : INFO : Epoch 1927 | loss: 0.0311025 | val_loss: 0.0311502 | Time: 4522.22 ms [2022-04-10 15:51:51 main:574] : INFO : Epoch 1928 | loss: 0.0311006 | val_loss: 0.031149 | Time: 4398.02 ms [2022-04-10 15:51:56 main:574] : INFO : Epoch 1929 | loss: 0.0311023 | val_loss: 0.0311447 | Time: 4488.57 ms [2022-04-10 15:52:00 main:574] : INFO : Epoch 1930 | loss: 0.0311029 | val_loss: 0.0311539 | Time: 4614.78 ms [2022-04-10 15:52:05 main:574] : INFO : Epoch 1931 | loss: 0.0311003 | val_loss: 0.0311557 | Time: 4440.06 ms [2022-04-10 15:52:09 main:574] : INFO : Epoch 1932 | loss: 0.0310986 | val_loss: 0.0311519 | Time: 4343.81 ms [2022-04-10 15:52:14 main:574] : INFO : Epoch 1933 | loss: 0.0310995 | val_loss: 0.0311465 | Time: 4460.13 ms [2022-04-10 15:52:18 main:574] : INFO : Epoch 1934 | loss: 0.0310997 | val_loss: 0.031155 | Time: 4398.21 ms [2022-04-10 15:52:22 main:574] : INFO : Epoch 1935 | loss: 0.0310981 | val_loss: 0.0311508 | Time: 4459.2 ms [2022-04-10 15:52:27 main:574] : INFO : Epoch 1936 | loss: 0.0310979 | val_loss: 0.0311514 | Time: 4426.11 ms [2022-04-10 15:52:31 main:574] : INFO : Epoch 1937 | loss: 0.0310972 | val_loss: 0.0311505 | Time: 4495.59 ms [2022-04-10 15:52:36 main:574] : INFO : Epoch 1938 | loss: 0.0310987 | val_loss: 0.0311472 | Time: 4466.19 ms [2022-04-10 15:52:40 main:574] : INFO : Epoch 1939 | loss: 0.0310968 | val_loss: 0.0311518 | Time: 4482.5 ms [2022-04-10 15:52:45 main:574] : INFO : Epoch 1940 | loss: 0.0310976 | val_loss: 0.0311554 | Time: 4473.98 ms [2022-04-10 15:52:49 main:574] : INFO : Epoch 1941 | loss: 0.0310976 | val_loss: 0.0311494 | Time: 4406.3 ms [2022-04-10 15:52:54 main:574] : INFO : Epoch 1942 | loss: 0.0310986 | val_loss: 0.031151 | Time: 4466 ms [2022-04-10 15:52:58 main:574] : INFO : Epoch 1943 | loss: 0.0310989 | val_loss: 0.0311528 | Time: 4490.79 ms [2022-04-10 15:53:03 main:574] : INFO : Epoch 1944 | loss: 0.0311018 | val_loss: 0.031156 | Time: 4478.96 ms [2022-04-10 15:53:07 main:574] : INFO : Epoch 1945 | loss: 0.0310977 | val_loss: 0.0311606 | Time: 4408.69 ms [2022-04-10 15:53:12 main:574] : INFO : Epoch 1946 | loss: 0.0310992 | val_loss: 0.0311601 | Time: 4442.96 ms [2022-04-10 15:53:16 main:574] : INFO : Epoch 1947 | loss: 0.0310976 | val_loss: 0.0311478 | Time: 4520.87 ms [2022-04-10 15:53:20 main:574] : INFO : Epoch 1948 | loss: 0.0310966 | val_loss: 0.0311583 | Time: 4430.11 ms [2022-04-10 15:53:25 main:574] : INFO : Epoch 1949 | loss: 0.0310988 | val_loss: 0.0311541 | Time: 4385.34 ms [2022-04-10 15:53:29 main:574] : INFO : Epoch 1950 | loss: 0.0310971 | val_loss: 0.0311561 | Time: 4373.86 ms [2022-04-10 15:53:34 main:574] : INFO : Epoch 1951 | loss: 0.0310977 | val_loss: 0.0311554 | Time: 4478.28 ms [2022-04-10 15:53:38 main:574] : INFO : Epoch 1952 | loss: 0.0310989 | val_loss: 0.0311531 | Time: 4454.3 ms [2022-04-10 15:53:43 main:574] : INFO : Epoch 1953 | loss: 0.0311066 | val_loss: 0.0311495 | Time: 4454.82 ms [2022-04-10 15:53:47 main:574] : INFO : Epoch 1954 | loss: 0.0311047 | val_loss: 0.0311548 | Time: 4440.39 ms [2022-04-10 15:53:52 main:574] : INFO : Epoch 1955 | loss: 0.0311095 | val_loss: 0.031168 | Time: 4450.67 ms [2022-04-10 15:53:56 main:574] : INFO : Epoch 1956 | loss: 0.0311047 | val_loss: 0.0311556 | Time: 4427.41 ms [2022-04-10 15:54:00 main:574] : INFO : Epoch 1957 | loss: 0.0311054 | val_loss: 0.0311497 | Time: 4470.86 ms [2022-04-10 15:54:05 main:574] : INFO : Epoch 1958 | loss: 0.031109 | val_loss: 0.0311528 | Time: 4496.88 ms [2022-04-10 15:54:09 main:574] : INFO : Epoch 1959 | loss: 0.0311063 | val_loss: 0.031155 | Time: 4387.5 ms [2022-04-10 15:54:14 main:574] : INFO : Epoch 1960 | loss: 0.0311017 | val_loss: 0.0311499 | Time: 4478.96 ms [2022-04-10 15:54:18 main:574] : INFO : Epoch 1961 | loss: 0.0311022 | val_loss: 0.031152 | Time: 4405.98 ms [2022-04-10 15:54:23 main:574] : INFO : Epoch 1962 | loss: 0.0310998 | val_loss: 0.0311555 | Time: 4452.31 ms [2022-04-10 15:54:27 main:574] : INFO : Epoch 1963 | loss: 0.0311026 | val_loss: 0.0311543 | Time: 4522.94 ms [2022-04-10 15:54:32 main:574] : INFO : Epoch 1964 | loss: 0.031105 | val_loss: 0.0311497 | Time: 4432.65 ms [2022-04-10 15:54:36 main:574] : INFO : Epoch 1965 | loss: 0.0311017 | val_loss: 0.0311511 | Time: 4448.99 ms [2022-04-10 15:54:41 main:574] : INFO : Epoch 1966 | loss: 0.0311007 | val_loss: 0.0311549 | Time: 4475.24 ms [2022-04-10 15:54:45 main:574] : INFO : Epoch 1967 | loss: 0.0311012 | val_loss: 0.0311572 | Time: 4414.79 ms [2022-04-10 15:54:49 main:574] : INFO : Epoch 1968 | loss: 0.0310991 | val_loss: 0.031154 | Time: 4452.13 ms [2022-04-10 15:54:54 main:574] : INFO : Epoch 1969 | loss: 0.031106 | val_loss: 0.0311532 | Time: 4464.97 ms [2022-04-10 15:54:58 main:574] : INFO : Epoch 1970 | loss: 0.0311052 | val_loss: 0.0311561 | Time: 4401.91 ms [2022-04-10 15:55:03 main:574] : INFO : Epoch 1971 | loss: 0.0311038 | val_loss: 0.0311555 | Time: 4435.35 ms [2022-04-10 15:55:07 main:574] : INFO : Epoch 1972 | loss: 0.0311035 | val_loss: 0.0311546 | Time: 4451.1 ms [2022-04-10 15:55:12 main:574] : INFO : Epoch 1973 | loss: 0.0311088 | val_loss: 0.0311629 | Time: 4449.61 ms [2022-04-10 15:55:16 main:574] : INFO : Epoch 1974 | loss: 0.0311065 | val_loss: 0.0311504 | Time: 4458.95 ms [2022-04-10 15:55:21 main:574] : INFO : Epoch 1975 | loss: 0.0311028 | val_loss: 0.031152 | Time: 4426.45 ms [2022-04-10 15:55:25 main:574] : INFO : Epoch 1976 | loss: 0.0311049 | val_loss: 0.0311647 | Time: 4410.32 ms [2022-04-10 15:55:29 main:574] : INFO : Epoch 1977 | loss: 0.031107 | val_loss: 0.0311525 | Time: 4448.24 ms [2022-04-10 15:55:34 main:574] : INFO : Epoch 1978 | loss: 0.0311049 | val_loss: 0.0311572 | Time: 4408.9 ms [2022-04-10 15:55:38 main:574] : INFO : Epoch 1979 | loss: 0.0311035 | val_loss: 0.0311615 | Time: 4391.81 ms [2022-04-10 15:55:43 main:574] : INFO : Epoch 1980 | loss: 0.0311017 | val_loss: 0.0311572 | Time: 4433.65 ms [2022-04-10 15:55:47 main:574] : INFO : Epoch 1981 | loss: 0.0310984 | val_loss: 0.0311552 | Time: 4464.02 ms [2022-04-10 15:55:52 main:574] : INFO : Epoch 1982 | loss: 0.031097 | val_loss: 0.0311578 | Time: 4413.96 ms [2022-04-10 15:55:56 main:574] : INFO : Epoch 1983 | loss: 0.0310963 | val_loss: 0.0311562 | Time: 4417.81 ms [2022-04-10 15:56:00 main:574] : INFO : Epoch 1984 | loss: 0.0310989 | val_loss: 0.0311581 | Time: 4462.07 ms [2022-04-10 15:56:05 main:574] : INFO : Epoch 1985 | loss: 0.0310989 | val_loss: 0.0311538 | Time: 4491.96 ms [2022-04-10 15:56:09 main:574] : INFO : Epoch 1986 | loss: 0.0310981 | val_loss: 0.0311543 | Time: 4448.46 ms [2022-04-10 15:56:14 main:574] : INFO : Epoch 1987 | loss: 0.031096 | val_loss: 0.0311618 | Time: 4444.23 ms [2022-04-10 15:56:18 main:574] : INFO : Epoch 1988 | loss: 0.0310973 | val_loss: 0.031162 | Time: 4377.53 ms [2022-04-10 15:56:23 main:574] : INFO : Epoch 1989 | loss: 0.0310973 | val_loss: 0.0311564 | Time: 4418.04 ms [2022-04-10 15:56:27 main:574] : INFO : Epoch 1990 | loss: 0.0310963 | val_loss: 0.0311554 | Time: 4483.44 ms [2022-04-10 15:56:32 main:574] : INFO : Epoch 1991 | loss: 0.0310965 | val_loss: 0.031153 | Time: 4411.34 ms [2022-04-10 15:56:36 main:574] : INFO : Epoch 1992 | loss: 0.0310973 | val_loss: 0.0311557 | Time: 4438.54 ms [2022-04-10 15:56:40 main:574] : INFO : Epoch 1993 | loss: 0.0311002 | val_loss: 0.0311544 | Time: 4477.43 ms [2022-04-10 15:56:45 main:574] : INFO : Epoch 1994 | loss: 0.0311036 | val_loss: 0.0311549 | Time: 4408.12 ms [2022-04-10 15:56:49 main:574] : INFO : Epoch 1995 | loss: 0.0311002 | val_loss: 0.0311527 | Time: 4476.47 ms [2022-04-10 15:56:54 main:574] : INFO : Epoch 1996 | loss: 0.031098 | val_loss: 0.0311559 | Time: 4466.51 ms [2022-04-10 15:56:58 main:574] : INFO : Epoch 1997 | loss: 0.0311194 | val_loss: 0.0311554 | Time: 4430.04 ms [2022-04-10 15:57:03 main:574] : INFO : Epoch 1998 | loss: 0.0311297 | val_loss: 0.0311488 | Time: 4418.01 ms [2022-04-10 15:57:07 main:574] : INFO : Epoch 1999 | loss: 0.0311284 | val_loss: 0.0311513 | Time: 4478.44 ms [2022-04-10 15:57:12 main:574] : INFO : Epoch 2000 | loss: 0.031125 | val_loss: 0.0311447 | Time: 4401.84 ms [2022-04-10 15:57:16 main:574] : INFO : Epoch 2001 | loss: 0.0311227 | val_loss: 0.031145 | Time: 4329.52 ms [2022-04-10 15:57:20 main:574] : INFO : Epoch 2002 | loss: 0.0311251 | val_loss: 0.0311456 | Time: 4455.25 ms [2022-04-10 15:57:25 main:574] : INFO : Epoch 2003 | loss: 0.0311255 | val_loss: 0.0311544 | Time: 4436.64 ms [2022-04-10 15:57:29 main:574] : INFO : Epoch 2004 | loss: 0.0311245 | val_loss: 0.0311548 | Time: 4369.09 ms [2022-04-10 15:57:34 main:574] : INFO : Epoch 2005 | loss: 0.0311234 | val_loss: 0.0311507 | Time: 4423.09 ms [2022-04-10 15:57:38 main:574] : INFO : Epoch 2006 | loss: 0.0311195 | val_loss: 0.0311564 | Time: 4494.82 ms [2022-04-10 15:57:43 main:574] : INFO : Epoch 2007 | loss: 0.0311165 | val_loss: 0.0311503 | Time: 4383.41 ms [2022-04-10 15:57:47 main:574] : INFO : Epoch 2008 | loss: 0.0311158 | val_loss: 0.0311474 | Time: 4363.55 ms [2022-04-10 15:57:51 main:574] : INFO : Epoch 2009 | loss: 0.0311142 | val_loss: 0.0311513 | Time: 4459.56 ms [2022-04-10 15:57:56 main:574] : INFO : Epoch 2010 | loss: 0.0311128 | val_loss: 0.0311469 | Time: 4474.34 ms [2022-04-10 15:58:00 main:574] : INFO : Epoch 2011 | loss: 0.0311129 | val_loss: 0.0311514 | Time: 4434.44 ms [2022-04-10 15:58:05 main:574] : INFO : Epoch 2012 | loss: 0.0311108 | val_loss: 0.0311467 | Time: 4351.25 ms [2022-04-10 15:58:09 main:574] : INFO : Epoch 2013 | loss: 0.0311106 | val_loss: 0.0311531 | Time: 4426.01 ms [2022-04-10 15:58:14 main:574] : INFO : Epoch 2014 | loss: 0.0311127 | val_loss: 0.0311509 | Time: 4527.27 ms [2022-04-10 15:58:18 main:574] : INFO : Epoch 2015 | loss: 0.0311096 | val_loss: 0.0311518 | Time: 4437.87 ms [2022-04-10 15:58:22 main:574] : INFO : Epoch 2016 | loss: 0.0311092 | val_loss: 0.0311491 | Time: 4463.55 ms [2022-04-10 15:58:27 main:574] : INFO : Epoch 2017 | loss: 0.0311059 | val_loss: 0.0311473 | Time: 4473.52 ms [2022-04-10 15:58:31 main:574] : INFO : Epoch 2018 | loss: 0.0311061 | val_loss: 0.0311492 | Time: 4459.1 ms [2022-04-10 15:58:36 main:574] : INFO : Epoch 2019 | loss: 0.0311123 | val_loss: 0.031149 | Time: 4409.27 ms [2022-04-10 15:58:40 main:574] : INFO : Epoch 2020 | loss: 0.031113 | val_loss: 0.0311523 | Time: 4491.69 ms [2022-04-10 15:58:45 main:574] : INFO : Epoch 2021 | loss: 0.031112 | val_loss: 0.0311476 | Time: 4412.63 ms [2022-04-10 15:58:49 main:574] : INFO : Epoch 2022 | loss: 0.0311108 | val_loss: 0.0311461 | Time: 4410.27 ms [2022-04-10 15:58:54 main:574] : INFO : Epoch 2023 | loss: 0.0311109 | val_loss: 0.0311499 | Time: 4403.74 ms [2022-04-10 15:58:58 main:574] : INFO : Epoch 2024 | loss: 0.031111 | val_loss: 0.0311514 | Time: 4428.02 ms [2022-04-10 15:59:02 main:574] : INFO : Epoch 2025 | loss: 0.0311084 | val_loss: 0.0311488 | Time: 4455.95 ms [2022-04-10 15:59:07 main:574] : INFO : Epoch 2026 | loss: 0.0311096 | val_loss: 0.0311547 | Time: 4484.41 ms [2022-04-10 15:59:11 main:574] : INFO : Epoch 2027 | loss: 0.0311062 | val_loss: 0.0311518 | Time: 4458.09 ms [2022-04-10 15:59:16 main:574] : INFO : Epoch 2028 | loss: 0.0311043 | val_loss: 0.0311506 | Time: 4361.98 ms [2022-04-10 15:59:20 main:574] : INFO : Epoch 2029 | loss: 0.0311077 | val_loss: 0.0311495 | Time: 4453.9 ms [2022-04-10 15:59:25 main:574] : INFO : Epoch 2030 | loss: 0.0311079 | val_loss: 0.0311509 | Time: 4460.54 ms [2022-04-10 15:59:29 main:574] : INFO : Epoch 2031 | loss: 0.0311084 | val_loss: 0.0311471 | Time: 4423.26 ms [2022-04-10 15:59:34 main:574] : INFO : Epoch 2032 | loss: 0.0311068 | val_loss: 0.0311474 | Time: 4499.11 ms [2022-04-10 15:59:38 main:574] : INFO : Epoch 2033 | loss: 0.0311089 | val_loss: 0.0311477 | Time: 4363.78 ms [2022-04-10 15:59:42 main:574] : INFO : Epoch 2034 | loss: 0.0311099 | val_loss: 0.0311492 | Time: 4443.71 ms [2022-04-10 15:59:47 main:574] : INFO : Epoch 2035 | loss: 0.0311124 | val_loss: 0.0311482 | Time: 4450.09 ms [2022-04-10 15:59:51 main:574] : INFO : Epoch 2036 | loss: 0.0311089 | val_loss: 0.0311489 | Time: 4454.16 ms [2022-04-10 15:59:56 main:574] : INFO : Epoch 2037 | loss: 0.0311079 | val_loss: 0.03115 | Time: 4443.49 ms [2022-04-10 16:00:00 main:574] : INFO : Epoch 2038 | loss: 0.0311054 | val_loss: 0.031149 | Time: 4443.53 ms [2022-04-10 16:00:05 main:574] : INFO : Epoch 2039 | loss: 0.031105 | val_loss: 0.0311475 | Time: 4439.41 ms [2022-04-10 16:00:09 main:574] : INFO : Epoch 2040 | loss: 0.0311048 | val_loss: 0.0311535 | Time: 4433.6 ms [2022-04-10 16:00:14 main:574] : INFO : Epoch 2041 | loss: 0.0311106 | val_loss: 0.0311476 | Time: 4459.16 ms [2022-04-10 16:00:18 main:574] : INFO : Epoch 2042 | loss: 0.0311154 | val_loss: 0.0311498 | Time: 4446.63 ms [2022-04-10 16:00:22 main:574] : INFO : Epoch 2043 | loss: 0.031113 | val_loss: 0.0311511 | Time: 4413.6 ms [2022-04-10 16:00:27 main:574] : INFO : Epoch 2044 | loss: 0.031122 | val_loss: 0.0311516 | Time: 4444.87 ms [2022-04-10 16:00:31 main:574] : INFO : Epoch 2045 | loss: 0.0311212 | val_loss: 0.0311517 | Time: 4223.82 ms [2022-04-10 16:00:36 main:574] : INFO : Epoch 2046 | loss: 0.0311165 | val_loss: 0.0311528 | Time: 4342.45 ms [2022-04-10 16:00:40 main:574] : INFO : Epoch 2047 | loss: 0.0311148 | val_loss: 0.0311544 | Time: 4504.14 ms [2022-04-10 16:00:44 main:574] : INFO : Epoch 2048 | loss: 0.0311118 | val_loss: 0.0311496 | Time: 4380.76 ms [2022-04-10 16:00:44 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311496 [2022-04-10 16:00:44 main:603] : INFO : Saving end state to config to file [2022-04-10 16:00:44 main:608] : INFO : Success, exiting.. 16:00:44 (3932): 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)