Task 6632111
| Name | ParityMachine-1627980675-22412-2_0 |
| Workunit | 4383872 |
| Created | 14 Aug 2021, 21:22:33 UTC |
| Sent | 22 Aug 2021, 15:43:03 UTC |
| Report deadline | 29 Aug 2021, 15:43:03 UTC |
| Received | 23 Aug 2021, 3:57:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9955 |
| Run time | 2 hours 21 min 4 sec |
| CPU time | 2 hours 18 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.26 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.59 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 58 main:574] : INFO : Epoch 1542 | loss: 0.0310959 | val_loss: 0.0311509 | Time: 4188.41 ms [2021-08-23 05:23:02 main:574] : INFO : Epoch 1543 | loss: 0.0311001 | val_loss: 0.0311528 | Time: 4084.84 ms [2021-08-23 05:23:06 main:574] : INFO : Epoch 1544 | loss: 0.0310983 | val_loss: 0.0311543 | Time: 4030.84 ms [2021-08-23 05:23:10 main:574] : INFO : Epoch 1545 | loss: 0.0310953 | val_loss: 0.0311462 | Time: 4013.92 ms [2021-08-23 05:23:14 main:574] : INFO : Epoch 1546 | loss: 0.0310923 | val_loss: 0.0311623 | Time: 4048.49 ms [2021-08-23 05:23:19 main:574] : INFO : Epoch 1547 | loss: 0.0310897 | val_loss: 0.0311655 | Time: 4092.62 ms [2021-08-23 05:23:23 main:574] : INFO : Epoch 1548 | loss: 0.0310923 | val_loss: 0.0311596 | Time: 4083.74 ms [2021-08-23 05:23:27 main:574] : INFO : Epoch 1549 | loss: 0.031089 | val_loss: 0.0311534 | Time: 4015.9 ms [2021-08-23 05:23:31 main:574] : INFO : Epoch 1550 | loss: 0.0310871 | val_loss: 0.0311559 | Time: 4012.38 ms [2021-08-23 05:23:35 main:574] : INFO : Epoch 1551 | loss: 0.031107 | val_loss: 0.0311507 | Time: 4091.21 ms [2021-08-23 05:23:39 main:574] : INFO : Epoch 1552 | loss: 0.0311483 | val_loss: 0.0311697 | Time: 4040.8 ms [2021-08-23 05:23:43 main:574] : INFO : Epoch 1553 | loss: 0.0311609 | val_loss: 0.0311656 | Time: 4097.45 ms [2021-08-23 05:23:47 main:574] : INFO : Epoch 1554 | loss: 0.0311548 | val_loss: 0.0311575 | Time: 4122.03 ms [2021-08-23 05:23:51 main:574] : INFO : Epoch 1555 | loss: 0.031149 | val_loss: 0.0311574 | Time: 4172.27 ms [2021-08-23 05:23:55 main:574] : INFO : Epoch 1556 | loss: 0.031146 | val_loss: 0.0311566 | Time: 4068.82 ms [2021-08-23 05:24:00 main:574] : INFO : Epoch 1557 | loss: 0.0311441 | val_loss: 0.0311589 | Time: 4129.34 ms [2021-08-23 05:24:04 main:574] : INFO : Epoch 1558 | loss: 0.031143 | val_loss: 0.0311567 | Time: 4106.35 ms [2021-08-23 05:24:08 main:574] : INFO : Epoch 1559 | loss: 0.0311414 | val_loss: 0.0311549 | Time: 4045.68 ms [2021-08-23 05:24:12 main:574] : INFO : Epoch 1560 | loss: 0.0311382 | val_loss: 0.0311543 | Time: 4103.05 ms [2021-08-23 05:24:16 main:574] : INFO : Epoch 1561 | loss: 0.0311373 | val_loss: 0.0311545 | Time: 4142.14 ms [2021-08-23 05:24:20 main:574] : INFO : Epoch 1562 | loss: 0.0311341 | val_loss: 0.0311557 | Time: 4017.9 ms [2021-08-23 05:24:24 main:574] : INFO : Epoch 1563 | loss: 0.031132 | val_loss: 0.0311533 | Time: 4082.56 ms [2021-08-23 05:24:28 main:574] : INFO : Epoch 1564 | loss: 0.03113 | val_loss: 0.0311551 | Time: 4036.04 ms [2021-08-23 05:24:32 main:574] : INFO : Epoch 1565 | loss: 0.0311286 | val_loss: 0.0311546 | Time: 4140.1 ms [2021-08-23 05:24:36 main:574] : INFO : Epoch 1566 | loss: 0.0311285 | val_loss: 0.0311528 | Time: 3999.47 ms [2021-08-23 05:24:41 main:574] : INFO : Epoch 1567 | loss: 0.0311248 | val_loss: 0.0311532 | Time: 4077.92 ms [2021-08-23 05:24:45 main:574] : INFO : Epoch 1568 | loss: 0.0311247 | val_loss: 0.031155 | Time: 4081.23 ms [2021-08-23 05:24:49 main:574] : INFO : Epoch 1569 | loss: 0.0311254 | val_loss: 0.0311554 | Time: 4140.52 ms [2021-08-23 05:24:53 main:574] : INFO : Epoch 1570 | loss: 0.0311276 | val_loss: 0.0311583 | Time: 4050.48 ms [2021-08-23 05:24:57 main:574] : INFO : Epoch 1571 | loss: 0.0311275 | val_loss: 0.0311516 | Time: 4423.78 ms [2021-08-23 05:25:02 main:574] : INFO : Epoch 1572 | loss: 0.0311248 | val_loss: 0.0311525 | Time: 4158.18 ms [2021-08-23 05:25:06 main:574] : INFO : Epoch 1573 | loss: 0.0311215 | val_loss: 0.0311499 | Time: 4036.91 ms [2021-08-23 05:25:10 main:574] : INFO : Epoch 1574 | loss: 0.0311212 | val_loss: 0.0311555 | Time: 4039.84 ms [2021-08-23 05:25:14 main:574] : INFO : Epoch 1575 | loss: 0.031119 | val_loss: 0.0311533 | Time: 4010.88 ms [2021-08-23 05:25:18 main:574] : INFO : Epoch 1576 | loss: 0.031118 | val_loss: 0.0311528 | Time: 4035 ms [2021-08-23 05:25:22 main:574] : INFO : Epoch 1577 | loss: 0.0311182 | val_loss: 0.0311477 | Time: 3994.32 ms [2021-08-23 05:25:26 main:574] : INFO : Epoch 1578 | loss: 0.0311184 | val_loss: 0.0311512 | Time: 4020.6 ms [2021-08-23 05:25:30 main:574] : INFO : Epoch 1579 | loss: 0.0311163 | val_loss: 0.0311529 | Time: 4033.3 ms [2021-08-23 05:25:34 main:574] : INFO : Epoch 1580 | loss: 0.0311185 | val_loss: 0.0311579 | Time: 4060.6 ms [2021-08-23 05:25:38 main:574] : INFO : Epoch 1581 | loss: 0.0311214 | val_loss: 0.031154 | Time: 4000.3 ms [2021-08-23 05:25:42 main:574] : INFO : Epoch 1582 | loss: 0.0311213 | val_loss: 0.0311524 | Time: 4138.66 ms [2021-08-23 05:25:46 main:574] : INFO : Epoch 1583 | loss: 0.0311283 | val_loss: 0.0311509 | Time: 4030.35 ms [2021-08-23 05:25:50 main:574] : INFO : Epoch 1584 | loss: 0.0311264 | val_loss: 0.0311505 | Time: 4117.91 ms [2021-08-23 05:25:54 main:574] : INFO : Epoch 1585 | loss: 0.0311224 | val_loss: 0.0311479 | Time: 4094.07 ms [2021-08-23 05:25:59 main:574] : INFO : Epoch 1586 | loss: 0.0311196 | val_loss: 0.0311508 | Time: 4175.94 ms [2021-08-23 05:26:03 main:574] : INFO : Epoch 1587 | loss: 0.0311187 | val_loss: 0.0311501 | Time: 4029.47 ms [2021-08-23 05:26:07 main:574] : INFO : Epoch 1588 | loss: 0.0311163 | val_loss: 0.0311523 | Time: 4056.34 ms [2021-08-23 05:26:11 main:574] : INFO : Epoch 1589 | loss: 0.0311166 | val_loss: 0.0311471 | Time: 4000.28 ms [2021-08-23 05:26:15 main:574] : INFO : Epoch 1590 | loss: 0.0311139 | val_loss: 0.0311506 | Time: 4031.35 ms [2021-08-23 05:26:19 main:574] : INFO : Epoch 1591 | loss: 0.0311124 | val_loss: 0.03115 | Time: 4011.34 ms [2021-08-23 05:26:23 main:574] : INFO : Epoch 1592 | loss: 0.0311124 | val_loss: 0.031154 | Time: 4444.61 ms [2021-08-23 05:26:27 main:574] : INFO : Epoch 1593 | loss: 0.0311119 | val_loss: 0.0311481 | Time: 4035.34 ms [2021-08-23 05:26:31 main:574] : INFO : Epoch 1594 | loss: 0.031112 | val_loss: 0.0311489 | Time: 4047.16 ms [2021-08-23 05:26:36 main:574] : INFO : Epoch 1595 | loss: 0.0311111 | val_loss: 0.0311443 | Time: 4094.15 ms [2021-08-23 05:26:40 main:574] : INFO : Epoch 1596 | loss: 0.0311091 | val_loss: 0.031143 | Time: 4041.65 ms [2021-08-23 05:26:44 main:574] : INFO : Epoch 1597 | loss: 0.0311097 | val_loss: 0.0311436 | Time: 4138.05 ms [2021-08-23 05:26:48 main:574] : INFO : Epoch 1598 | loss: 0.0311092 | val_loss: 0.0311445 | Time: 4131.89 ms [2021-08-23 05:26:52 main:574] : INFO : Epoch 1599 | loss: 0.0311102 | val_loss: 0.031142 | Time: 4187.65 ms [2021-08-23 05:26:56 main:574] : INFO : Epoch 1600 | loss: 0.0311089 | val_loss: 0.0311523 | Time: 4123.85 ms [2021-08-23 05:27:00 main:574] : INFO : Epoch 1601 | loss: 0.031107 | val_loss: 0.0311475 | Time: 4084.54 ms [2021-08-23 05:27:05 main:574] : INFO : Epoch 1602 | loss: 0.0311071 | val_loss: 0.0311479 | Time: 4104.56 ms [2021-08-23 05:27:09 main:574] : INFO : Epoch 1603 | loss: 0.0311063 | val_loss: 0.0311452 | Time: 4129.36 ms [2021-08-23 05:27:13 main:574] : INFO : Epoch 1604 | loss: 0.0311042 | val_loss: 0.0311478 | Time: 4090.87 ms [2021-08-23 05:27:17 main:574] : INFO : Epoch 1605 | loss: 0.0311072 | val_loss: 0.0311495 | Time: 4200.5 ms [2021-08-23 05:27:21 main:574] : INFO : Epoch 1606 | loss: 0.0311084 | val_loss: 0.031146 | Time: 4063.47 ms [2021-08-23 05:27:25 main:574] : INFO : Epoch 1607 | loss: 0.0311095 | val_loss: 0.0311444 | Time: 4040.82 ms [2021-08-23 05:27:29 main:574] : INFO : Epoch 1608 | loss: 0.0311094 | val_loss: 0.0311504 | Time: 4037.53 ms [2021-08-23 05:27:33 main:574] : INFO : Epoch 1609 | loss: 0.0311064 | val_loss: 0.031152 | Time: 4089.33 ms [2021-08-23 05:27:37 main:574] : INFO : Epoch 1610 | loss: 0.0311072 | val_loss: 0.0311468 | Time: 3984.31 ms [2021-08-23 05:27:41 main:574] : INFO : Epoch 1611 | loss: 0.031104 | val_loss: 0.0311444 | Time: 4078.11 ms [2021-08-23 05:27:46 main:574] : INFO : Epoch 1612 | loss: 0.0311038 | val_loss: 0.0311459 | Time: 4088.15 ms [2021-08-23 05:27:50 main:574] : INFO : Epoch 1613 | loss: 0.0311048 | val_loss: 0.0311504 | Time: 4130.6 ms [2021-08-23 05:27:54 main:574] : INFO : Epoch 1614 | loss: 0.0311053 | val_loss: 0.0311434 | Time: 4054.21 ms [2021-08-23 05:27:58 main:574] : INFO : Epoch 1615 | loss: 0.0311031 | val_loss: 0.0311485 | Time: 4059.28 ms [2021-08-23 05:28:02 main:574] : INFO : Epoch 1616 | loss: 0.0311008 | val_loss: 0.0311491 | Time: 4130.06 ms [2021-08-23 05:28:06 main:574] : INFO : Epoch 1617 | loss: 0.0310986 | val_loss: 0.0311466 | Time: 4096.61 ms [2021-08-23 05:28:10 main:574] : INFO : Epoch 1618 | loss: 0.0310976 | val_loss: 0.0311444 | Time: 4173.04 ms [2021-08-23 05:28:14 main:574] : INFO : Epoch 1619 | loss: 0.0310965 | val_loss: 0.0311488 | Time: 4087.68 ms [2021-08-23 05:28:18 main:574] : INFO : Epoch 1620 | loss: 0.0310992 | val_loss: 0.0311444 | Time: 4063.75 ms [2021-08-23 05:28:23 main:574] : INFO : Epoch 1621 | loss: 0.0310983 | val_loss: 0.0311487 | Time: 4034.51 ms [2021-08-23 05:28:27 main:574] : INFO : Epoch 1622 | loss: 0.0310989 | val_loss: 0.0311479 | Time: 4103.7 ms [2021-08-23 05:28:31 main:574] : INFO : Epoch 1623 | loss: 0.0310993 | val_loss: 0.0311486 | Time: 4097.72 ms [2021-08-23 05:28:35 main:574] : INFO : Epoch 1624 | loss: 0.0310961 | val_loss: 0.03115 | Time: 4084.5 ms [2021-08-23 05:28:39 main:574] : INFO : Epoch 1625 | loss: 0.0310999 | val_loss: 0.0311462 | Time: 4116.5 ms [2021-08-23 05:28:43 main:574] : INFO : Epoch 1626 | loss: 0.031097 | val_loss: 0.0311465 | Time: 4029.47 ms [2021-08-23 05:28:47 main:574] : INFO : Epoch 1627 | loss: 0.0310953 | val_loss: 0.0311476 | Time: 3986.21 ms [2021-08-23 05:28:51 main:574] : INFO : Epoch 1628 | loss: 0.0310954 | val_loss: 0.0311479 | Time: 4127.4 ms [2021-08-23 05:28:55 main:574] : INFO : Epoch 1629 | loss: 0.031099 | val_loss: 0.0311401 | Time: 4113.52 ms [2021-08-23 05:28:59 main:574] : INFO : Epoch 1630 | loss: 0.0311035 | val_loss: 0.0311458 | Time: 4085.97 ms [2021-08-23 05:29:04 main:574] : INFO : Epoch 1631 | loss: 0.0311033 | val_loss: 0.0311519 | Time: 4130.53 ms [2021-08-23 05:29:08 main:574] : INFO : Epoch 1632 | loss: 0.0311025 | val_loss: 0.0311446 | Time: 4188.34 ms [2021-08-23 05:29:12 main:574] : INFO : Epoch 1633 | loss: 0.0311002 | val_loss: 0.0311447 | Time: 4029.81 ms [2021-08-23 05:29:16 main:574] : INFO : Epoch 1634 | loss: 0.0310991 | val_loss: 0.0311484 | Time: 4157.84 ms [2021-08-23 05:29:20 main:574] : INFO : Epoch 1635 | loss: 0.0310979 | val_loss: 0.0311487 | Time: 4162.17 ms [2021-08-23 05:29:24 main:574] : INFO : Epoch 1636 | loss: 0.0310988 | val_loss: 0.031148 | Time: 4119.75 ms [2021-08-23 05:29:29 main:574] : INFO : Epoch 1637 | loss: 0.0311001 | val_loss: 0.0311446 | Time: 4435.11 ms [2021-08-23 05:29:33 main:574] : INFO : Epoch 1638 | loss: 0.0310987 | val_loss: 0.0311491 | Time: 4187.05 ms [2021-08-23 05:29:37 main:574] : INFO : Epoch 1639 | loss: 0.0311036 | val_loss: 0.0311514 | Time: 4217.18 ms [2021-08-23 05:29:41 main:574] : INFO : Epoch 1640 | loss: 0.0311082 | val_loss: 0.0311477 | Time: 4132.6 ms [2021-08-23 05:29:46 main:574] : INFO : Epoch 1641 | loss: 0.0311006 | val_loss: 0.0311471 | Time: 4143.4 ms [2021-08-23 05:29:50 main:574] : INFO : Epoch 1642 | loss: 0.031104 | val_loss: 0.0311464 | Time: 4128.22 ms [2021-08-23 05:29:54 main:574] : INFO : Epoch 1643 | loss: 0.0311085 | val_loss: 0.0311477 | Time: 4099.14 ms [2021-08-23 05:29:58 main:574] : INFO : Epoch 1644 | loss: 0.0311046 | val_loss: 0.0311456 | Time: 4095.82 ms [2021-08-23 05:30:02 main:574] : INFO : Epoch 1645 | loss: 0.0311012 | val_loss: 0.0311447 | Time: 4053.76 ms [2021-08-23 05:30:06 main:574] : INFO : Epoch 1646 | loss: 0.0310983 | val_loss: 0.0311457 | Time: 4031.82 ms [2021-08-23 05:30:10 main:574] : INFO : Epoch 1647 | loss: 0.0310976 | val_loss: 0.031151 | Time: 4038.14 ms [2021-08-23 05:30:14 main:574] : INFO : Epoch 1648 | loss: 0.0310968 | val_loss: 0.0311492 | Time: 4003.94 ms [2021-08-23 05:30:18 main:574] : INFO : Epoch 1649 | loss: 0.0310968 | val_loss: 0.0311461 | Time: 4034.06 ms [2021-08-23 05:30:22 main:574] : INFO : Epoch 1650 | loss: 0.0310964 | val_loss: 0.0311502 | Time: 4066.93 ms [2021-08-23 05:30:26 main:574] : INFO : Epoch 1651 | loss: 0.0310959 | val_loss: 0.0311427 | Time: 4003.76 ms [2021-08-23 05:30:30 main:574] : INFO : Epoch 1652 | loss: 0.0310975 | val_loss: 0.0311496 | Time: 4069.96 ms [2021-08-23 05:30:35 main:574] : INFO : Epoch 1653 | loss: 0.0310986 | val_loss: 0.0311439 | Time: 4028.95 ms [2021-08-23 05:30:39 main:574] : INFO : Epoch 1654 | loss: 0.0310948 | val_loss: 0.031146 | Time: 4146.71 ms [2021-08-23 05:30:43 main:574] : INFO : Epoch 1655 | loss: 0.0310955 | val_loss: 0.0311542 | Time: 4068.89 ms [2021-08-23 05:30:47 main:574] : INFO : Epoch 1656 | loss: 0.0310955 | val_loss: 0.0311486 | Time: 4085.18 ms [2021-08-23 05:30:51 main:574] : INFO : Epoch 1657 | loss: 0.0310987 | val_loss: 0.0311566 | Time: 4145.11 ms [2021-08-23 05:30:55 main:574] : INFO : Epoch 1658 | loss: 0.0310991 | val_loss: 0.0311506 | Time: 4154.02 ms [2021-08-23 05:30:59 main:574] : INFO : Epoch 1659 | loss: 0.0310951 | val_loss: 0.0311506 | Time: 4148.84 ms [2021-08-23 05:31:03 main:574] : INFO : Epoch 1660 | loss: 0.0310942 | val_loss: 0.0311542 | Time: 4033.81 ms [2021-08-23 05:31:08 main:574] : INFO : Epoch 1661 | loss: 0.0310962 | val_loss: 0.0311444 | Time: 4114.32 ms [2021-08-23 05:31:12 main:574] : INFO : Epoch 1662 | loss: 0.031096 | val_loss: 0.0311477 | Time: 4106.03 ms [2021-08-23 05:31:16 main:574] : INFO : Epoch 1663 | loss: 0.0310948 | val_loss: 0.0311453 | Time: 4017.88 ms [2021-08-23 05:31:20 main:574] : INFO : Epoch 1664 | loss: 0.0310967 | val_loss: 0.0311518 | Time: 4094.49 ms [2021-08-23 05:31:24 main:574] : INFO : Epoch 1665 | loss: 0.0310951 | val_loss: 0.0311436 | Time: 4123.35 ms [2021-08-23 05:31:28 main:574] : INFO : Epoch 1666 | loss: 0.0310983 | val_loss: 0.0312024 | Time: 3995.4 ms [2021-08-23 05:31:32 main:574] : INFO : Epoch 1667 | loss: 0.0311165 | val_loss: 0.0312352 | Time: 4034.83 ms [2021-08-23 05:31:36 main:574] : INFO : Epoch 1668 | loss: 0.0313131 | val_loss: 0.0319218 | Time: 4102.33 ms [2021-08-23 05:31:40 main:574] : INFO : Epoch 1669 | loss: 0.0328312 | val_loss: 0.0315962 | Time: 4076.11 ms [2021-08-23 05:31:45 main:574] : INFO : Epoch 1670 | loss: 0.0314247 | val_loss: 0.0312437 | Time: 4157.78 ms [2021-08-23 05:31:49 main:574] : INFO : Epoch 1671 | loss: 0.0311705 | val_loss: 0.0311635 | Time: 4121.69 ms [2021-08-23 05:31:53 main:574] : INFO : Epoch 1672 | loss: 0.0311269 | val_loss: 0.0311536 | Time: 4198.48 ms [2021-08-23 05:31:57 main:574] : INFO : Epoch 1673 | loss: 0.0311139 | val_loss: 0.0311426 | Time: 4103.48 ms [2021-08-23 05:32:01 main:574] : INFO : Epoch 1674 | loss: 0.0311054 | val_loss: 0.0311417 | Time: 4042.86 ms [2021-08-23 05:32:05 main:574] : INFO : Epoch 1675 | loss: 0.0311046 | val_loss: 0.0311448 | Time: 4095.06 ms [2021-08-23 05:32:09 main:574] : INFO : Epoch 1676 | loss: 0.0311011 | val_loss: 0.0311422 | Time: 4028.51 ms [2021-08-23 05:32:13 main:574] : INFO : Epoch 1677 | loss: 0.0310996 | val_loss: 0.0311428 | Time: 4076.47 ms [2021-08-23 05:32:17 main:574] : INFO : Epoch 1678 | loss: 0.0310963 | val_loss: 0.0311428 | Time: 4022.92 ms [2021-08-23 05:32:22 main:574] : INFO : Epoch 1679 | loss: 0.0310967 | val_loss: 0.0311369 | Time: 4117.72 ms [2021-08-23 05:32:26 main:574] : INFO : Epoch 1680 | loss: 0.0310959 | val_loss: 0.0311433 | Time: 3987.68 ms [2021-08-23 05:32:30 main:574] : INFO : Epoch 1681 | loss: 0.0310956 | val_loss: 0.0311418 | Time: 4005.38 ms [2021-08-23 05:32:34 main:574] : INFO : Epoch 1682 | loss: 0.0311034 | val_loss: 0.031143 | Time: 4011.46 ms [2021-08-23 05:32:38 main:574] : INFO : Epoch 1683 | loss: 0.0311053 | val_loss: 0.0311443 | Time: 4020.09 ms [2021-08-23 05:32:42 main:574] : INFO : Epoch 1684 | loss: 0.0311015 | val_loss: 0.031142 | Time: 4175 ms [2021-08-23 05:32:46 main:574] : INFO : Epoch 1685 | loss: 0.0310966 | val_loss: 0.0311404 | Time: 4126.56 ms [2021-08-23 05:32:50 main:574] : INFO : Epoch 1686 | loss: 0.0311051 | val_loss: 0.0311377 | Time: 4023.61 ms [2021-08-23 05:32:54 main:574] : INFO : Epoch 1687 | loss: 0.0311047 | val_loss: 0.0311452 | Time: 4117.98 ms [2021-08-23 05:32:58 main:574] : INFO : Epoch 1688 | loss: 0.0311006 | val_loss: 0.0311515 | Time: 4146.57 ms [2021-08-23 05:33:02 main:574] : INFO : Epoch 1689 | loss: 0.0311014 | val_loss: 0.0311459 | Time: 4103.04 ms [2021-08-23 05:33:07 main:574] : INFO : Epoch 1690 | loss: 0.0310975 | val_loss: 0.0311425 | Time: 4053.94 ms [2021-08-23 05:33:11 main:574] : INFO : Epoch 1691 | loss: 0.0310963 | val_loss: 0.0311413 | Time: 4066.38 ms [2021-08-23 05:33:15 main:574] : INFO : Epoch 1692 | loss: 0.0310963 | val_loss: 0.0311427 | Time: 4048.81 ms [2021-08-23 05:33:19 main:574] : INFO : Epoch 1693 | loss: 0.0310972 | val_loss: 0.0311474 | Time: 3981.72 ms [2021-08-23 05:33:23 main:574] : INFO : Epoch 1694 | loss: 0.031097 | val_loss: 0.0311515 | Time: 4029.24 ms [2021-08-23 05:33:27 main:574] : INFO : Epoch 1695 | loss: 0.0310974 | val_loss: 0.031148 | Time: 4064.62 ms [2021-08-23 05:33:31 main:574] : INFO : Epoch 1696 | loss: 0.0311046 | val_loss: 0.0311442 | Time: 4027.92 ms [2021-08-23 05:33:35 main:574] : INFO : Epoch 1697 | loss: 0.0311028 | val_loss: 0.0311465 | Time: 3997.14 ms [2021-08-23 05:33:39 main:574] : INFO : Epoch 1698 | loss: 0.031097 | val_loss: 0.0311447 | Time: 4073.24 ms [2021-08-23 05:33:43 main:574] : INFO : Epoch 1699 | loss: 0.031095 | val_loss: 0.0311427 | Time: 4120.47 ms [2021-08-23 05:33:47 main:574] : INFO : Epoch 1700 | loss: 0.0310971 | val_loss: 0.0311421 | Time: 4075.97 ms [2021-08-23 05:33:51 main:574] : INFO : Epoch 1701 | loss: 0.0310926 | val_loss: 0.0311466 | Time: 4078.71 ms [2021-08-23 05:33:55 main:574] : INFO : Epoch 1702 | loss: 0.0310948 | val_loss: 0.0311475 | Time: 4050.03 ms [2021-08-23 05:34:00 main:574] : INFO : Epoch 1703 | loss: 0.0310995 | val_loss: 0.0311478 | Time: 4167.43 ms [2021-08-23 05:34:04 main:574] : INFO : Epoch 1704 | loss: 0.0310967 | val_loss: 0.0311469 | Time: 3980.48 ms [2021-08-23 05:34:08 main:574] : INFO : Epoch 1705 | loss: 0.0310963 | val_loss: 0.0311405 | Time: 4117.48 ms [2021-08-23 05:34:12 main:574] : INFO : Epoch 1706 | loss: 0.0311043 | val_loss: 0.0311405 | Time: 4013.45 ms [2021-08-23 05:34:16 main:574] : INFO : Epoch 1707 | loss: 0.0311026 | val_loss: 0.0311338 | Time: 4015.81 ms [2021-08-23 05:34:20 main:574] : INFO : Epoch 1708 | loss: 0.0310973 | val_loss: 0.031138 | Time: 4040.24 ms [2021-08-23 05:34:24 main:574] : INFO : Epoch 1709 | loss: 0.0310955 | val_loss: 0.0311405 | Time: 4036.75 ms [2021-08-23 05:34:28 main:574] : INFO : Epoch 1710 | loss: 0.0310938 | val_loss: 0.0311407 | Time: 4023.75 ms [2021-08-23 05:34:32 main:574] : INFO : Epoch 1711 | loss: 0.0310959 | val_loss: 0.0311475 | Time: 4010.15 ms [2021-08-23 05:34:36 main:574] : INFO : Epoch 1712 | loss: 0.031139 | val_loss: 0.0311568 | Time: 4040.47 ms [2021-08-23 05:34:40 main:574] : INFO : Epoch 1713 | loss: 0.0311389 | val_loss: 0.0311498 | Time: 4099.5 ms [2021-08-23 05:34:44 main:574] : INFO : Epoch 1714 | loss: 0.0311346 | val_loss: 0.031145 | Time: 4064.35 ms [2021-08-23 05:34:48 main:574] : INFO : Epoch 1715 | loss: 0.0311275 | val_loss: 0.0311418 | Time: 4044.77 ms [2021-08-23 05:34:53 main:574] : INFO : Epoch 1716 | loss: 0.0311236 | val_loss: 0.0311394 | Time: 4202.34 ms [2021-08-23 05:34:57 main:574] : INFO : Epoch 1717 | loss: 0.0311216 | val_loss: 0.0311384 | Time: 4094.17 ms [2021-08-23 05:35:01 main:574] : INFO : Epoch 1718 | loss: 0.0311188 | val_loss: 0.0311382 | Time: 4092.97 ms [2021-08-23 05:35:05 main:574] : INFO : Epoch 1719 | loss: 0.0311174 | val_loss: 0.0311405 | Time: 4051.78 ms [2021-08-23 05:35:09 main:574] : INFO : Epoch 1720 | loss: 0.0311163 | val_loss: 0.0311413 | Time: 4076.47 ms [2021-08-23 05:35:13 main:574] : INFO : Epoch 1721 | loss: 0.0311146 | val_loss: 0.0311403 | Time: 4066.28 ms [2021-08-23 05:35:17 main:574] : INFO : Epoch 1722 | loss: 0.0311119 | val_loss: 0.0311399 | Time: 4118.33 ms [2021-08-23 05:35:21 main:574] : INFO : Epoch 1723 | loss: 0.0311104 | val_loss: 0.0311381 | Time: 4100.51 ms [2021-08-23 05:35:25 main:574] : INFO : Epoch 1724 | loss: 0.0311078 | val_loss: 0.0311366 | Time: 4051.63 ms [2021-08-23 05:35:29 main:574] : INFO : Epoch 1725 | loss: 0.0311068 | val_loss: 0.0311344 | Time: 4013.98 ms [2021-08-23 05:35:34 main:574] : INFO : Epoch 1726 | loss: 0.0311052 | val_loss: 0.0311374 | Time: 4029.44 ms [2021-08-23 05:35:38 main:574] : INFO : Epoch 1727 | loss: 0.031104 | val_loss: 0.0311371 | Time: 3981.32 ms [2021-08-23 05:35:42 main:574] : INFO : Epoch 1728 | loss: 0.0311031 | val_loss: 0.0311391 | Time: 4143.13 ms [2021-08-23 05:35:46 main:574] : INFO : Epoch 1729 | loss: 0.031101 | val_loss: 0.0311354 | Time: 4084.43 ms [2021-08-23 05:35:50 main:574] : INFO : Epoch 1730 | loss: 0.0311013 | val_loss: 0.0311337 | Time: 4137.57 ms [2021-08-23 05:35:54 main:574] : INFO : Epoch 1731 | loss: 0.0311004 | val_loss: 0.0311344 | Time: 4118.23 ms [2021-08-23 05:35:58 main:574] : INFO : Epoch 1732 | loss: 0.0310977 | val_loss: 0.0311344 | Time: 4183.6 ms [2021-08-23 05:36:03 main:574] : INFO : Epoch 1733 | loss: 0.0310977 | val_loss: 0.0311389 | Time: 4188.24 ms [2021-08-23 05:36:07 main:574] : INFO : Epoch 1734 | loss: 0.0310975 | val_loss: 0.0311401 | Time: 4051.82 ms [2021-08-23 05:36:11 main:574] : INFO : Epoch 1735 | loss: 0.0310967 | val_loss: 0.0311361 | Time: 3963.23 ms [2021-08-23 05:36:15 main:574] : INFO : Epoch 1736 | loss: 0.0310948 | val_loss: 0.0311411 | Time: 4083.64 ms [2021-08-23 05:36:19 main:574] : INFO : Epoch 1737 | loss: 0.0310942 | val_loss: 0.031137 | Time: 4138.82 ms [2021-08-23 05:36:23 main:574] : INFO : Epoch 1738 | loss: 0.0310938 | val_loss: 0.0311345 | Time: 4162.03 ms [2021-08-23 05:36:27 main:574] : INFO : Epoch 1739 | loss: 0.0310956 | val_loss: 0.0311378 | Time: 4163.2 ms [2021-08-23 05:36:31 main:574] : INFO : Epoch 1740 | loss: 0.0310964 | val_loss: 0.0311361 | Time: 4069.3 ms [2021-08-23 05:36:35 main:574] : INFO : Epoch 1741 | loss: 0.0310946 | val_loss: 0.031138 | Time: 4137.27 ms [2021-08-23 05:36:40 main:574] : INFO : Epoch 1742 | loss: 0.0310927 | val_loss: 0.0311381 | Time: 4181.42 ms [2021-08-23 05:36:44 main:574] : INFO : Epoch 1743 | loss: 0.0310966 | val_loss: 0.0311364 | Time: 4024.08 ms [2021-08-23 05:36:48 main:574] : INFO : Epoch 1744 | loss: 0.0310977 | val_loss: 0.0311338 | Time: 4068.49 ms [2021-08-23 05:36:52 main:574] : INFO : Epoch 1745 | loss: 0.0310999 | val_loss: 0.0311386 | Time: 4137.24 ms [2021-08-23 05:36:56 main:574] : INFO : Epoch 1746 | loss: 0.0311032 | val_loss: 0.0311393 | Time: 4065.63 ms [2021-08-23 05:37:00 main:574] : INFO : Epoch 1747 | loss: 0.0311032 | val_loss: 0.0311396 | Time: 4337.67 ms [2021-08-23 05:37:05 main:574] : INFO : Epoch 1748 | loss: 0.0311016 | val_loss: 0.0311436 | Time: 4114.17 ms [2021-08-23 05:37:09 main:574] : INFO : Epoch 1749 | loss: 0.0311025 | val_loss: 0.0311416 | Time: 3978.86 ms [2021-08-23 05:37:13 main:574] : INFO : Epoch 1750 | loss: 0.0310977 | val_loss: 0.0311377 | Time: 4027.92 ms [2021-08-23 05:37:17 main:574] : INFO : Epoch 1751 | loss: 0.0310945 | val_loss: 0.031137 | Time: 4075.86 ms [2021-08-23 05:37:21 main:574] : INFO : Epoch 1752 | loss: 0.0310938 | val_loss: 0.031139 | Time: 4144.86 ms [2021-08-23 05:37:25 main:574] : INFO : Epoch 1753 | loss: 0.0310933 | val_loss: 0.0311452 | Time: 4099.95 ms [2021-08-23 05:37:29 main:574] : INFO : Epoch 1754 | loss: 0.031093 | val_loss: 0.0311424 | Time: 4097.9 ms [2021-08-23 05:37:33 main:574] : INFO : Epoch 1755 | loss: 0.0310923 | val_loss: 0.0311443 | Time: 4099.33 ms [2021-08-23 05:37:37 main:574] : INFO : Epoch 1756 | loss: 0.0310928 | val_loss: 0.0311356 | Time: 4112.38 ms [2021-08-23 05:37:41 main:574] : INFO : Epoch 1757 | loss: 0.0311013 | val_loss: 0.0311321 | Time: 4082.44 ms [2021-08-23 05:37:46 main:574] : INFO : Epoch 1758 | loss: 0.0310977 | val_loss: 0.0311346 | Time: 4142.96 ms [2021-08-23 05:37:50 main:574] : INFO : Epoch 1759 | loss: 0.031097 | val_loss: 0.0311385 | Time: 4070.71 ms [2021-08-23 05:37:54 main:574] : INFO : Epoch 1760 | loss: 0.0310935 | val_loss: 0.031141 | Time: 4110.19 ms [2021-08-23 05:37:58 main:574] : INFO : Epoch 1761 | loss: 0.0310933 | val_loss: 0.0311428 | Time: 4096.93 ms [2021-08-23 05:38:02 main:574] : INFO : Epoch 1762 | loss: 0.0310915 | val_loss: 0.0311387 | Time: 4187.31 ms [2021-08-23 05:38:06 main:574] : INFO : Epoch 1763 | loss: 0.0310918 | val_loss: 0.0311446 | Time: 4013.22 ms [2021-08-23 05:38:10 main:574] : INFO : Epoch 1764 | loss: 0.0311003 | val_loss: 0.0311423 | Time: 4041.38 ms [2021-08-23 05:38:14 main:574] : INFO : Epoch 1765 | loss: 0.0311008 | val_loss: 0.0311387 | Time: 4061.42 ms [2021-08-23 05:38:19 main:574] : INFO : Epoch 1766 | loss: 0.0311011 | val_loss: 0.0311371 | Time: 4105.49 ms [2021-08-23 05:38:23 main:574] : INFO : Epoch 1767 | loss: 0.031098 | val_loss: 0.031135 | Time: 4234.42 ms [2021-08-23 05:38:27 main:574] : INFO : Epoch 1768 | loss: 0.0310947 | val_loss: 0.0311321 | Time: 4060.33 ms [2021-08-23 05:38:31 main:574] : INFO : Epoch 1769 | loss: 0.031093 | val_loss: 0.0311373 | Time: 4116.41 ms [2021-08-23 05:38:35 main:574] : INFO : Epoch 1770 | loss: 0.0310923 | val_loss: 0.0311329 | Time: 3998.99 ms [2021-08-23 05:38:39 main:574] : INFO : Epoch 1771 | loss: 0.0310929 | val_loss: 0.0311314 | Time: 4006.91 ms [2021-08-23 05:38:43 main:574] : INFO : Epoch 1772 | loss: 0.0310935 | val_loss: 0.0311352 | Time: 4115.4 ms [2021-08-23 05:38:47 main:574] : INFO : Epoch 1773 | loss: 0.0311465 | val_loss: 0.031174 | Time: 4003.93 ms [2021-08-23 05:38:51 main:574] : INFO : Epoch 1774 | loss: 0.0311815 | val_loss: 0.0311812 | Time: 4063.69 ms [2021-08-23 05:38:56 main:574] : INFO : Epoch 1775 | loss: 0.0311816 | val_loss: 0.0311817 | Time: 4212.47 ms [2021-08-23 05:39:00 main:574] : INFO : Epoch 1776 | loss: 0.0311802 | val_loss: 0.0311856 | Time: 4102.97 ms [2021-08-23 05:39:04 main:574] : INFO : Epoch 1777 | loss: 0.0311855 | val_loss: 0.0311863 | Time: 4132.21 ms [2021-08-23 05:39:08 main:574] : INFO : Epoch 1778 | loss: 0.031183 | val_loss: 0.0311829 | Time: 4076.83 ms [2021-08-23 05:39:12 main:574] : INFO : Epoch 1779 | loss: 0.0311809 | val_loss: 0.0311822 | Time: 4003.16 ms [2021-08-23 05:39:16 main:574] : INFO : Epoch 1780 | loss: 0.0311779 | val_loss: 0.0311778 | Time: 4026.56 ms [2021-08-23 05:39:20 main:574] : INFO : Epoch 1781 | loss: 0.0311753 | val_loss: 0.0311773 | Time: 4017.84 ms [2021-08-23 05:39:24 main:574] : INFO : Epoch 1782 | loss: 0.0311738 | val_loss: 0.0311769 | Time: 4004.87 ms [2021-08-23 05:39:28 main:574] : INFO : Epoch 1783 | loss: 0.0311729 | val_loss: 0.0311762 | Time: 3996.45 ms [2021-08-23 05:39:32 main:574] : INFO : Epoch 1784 | loss: 0.031172 | val_loss: 0.0311751 | Time: 3994.18 ms [2021-08-23 05:39:36 main:574] : INFO : Epoch 1785 | loss: 0.0311704 | val_loss: 0.0311738 | Time: 4061.1 ms [2021-08-23 05:39:40 main:574] : INFO : Epoch 1786 | loss: 0.0311696 | val_loss: 0.0311737 | Time: 4089.91 ms [2021-08-23 05:39:44 main:574] : INFO : Epoch 1787 | loss: 0.0311697 | val_loss: 0.0311733 | Time: 4015.34 ms [2021-08-23 05:39:48 main:574] : INFO : Epoch 1788 | loss: 0.0311685 | val_loss: 0.0311727 | Time: 3994.18 ms [2021-08-23 05:39:53 main:574] : INFO : Epoch 1789 | loss: 0.0311677 | val_loss: 0.0311732 | Time: 4264.88 ms [2021-08-23 05:39:57 main:574] : INFO : Epoch 1790 | loss: 0.0311666 | val_loss: 0.0311726 | Time: 4011.3 ms [2021-08-23 05:40:01 main:574] : INFO : Epoch 1791 | loss: 0.0311658 | val_loss: 0.0311716 | Time: 4016.3 ms [2021-08-23 05:40:05 main:574] : INFO : Epoch 1792 | loss: 0.0311659 | val_loss: 0.0311749 | Time: 4082.26 ms [2021-08-23 05:40:09 main:574] : INFO : Epoch 1793 | loss: 0.031165 | val_loss: 0.0311714 | Time: 4126.11 ms [2021-08-23 05:40:13 main:574] : INFO : Epoch 1794 | loss: 0.0311648 | val_loss: 0.0311746 | Time: 4071.36 ms [2021-08-23 05:40:17 main:574] : INFO : Epoch 1795 | loss: 0.031164 | val_loss: 0.0311725 | Time: 4096.61 ms [2021-08-23 05:40:21 main:574] : INFO : Epoch 1796 | loss: 0.031163 | val_loss: 0.0311723 | Time: 4080.04 ms [2021-08-23 05:40:25 main:574] : INFO : Epoch 1797 | loss: 0.0311627 | val_loss: 0.0311705 | Time: 4070.7 ms [2021-08-23 05:40:29 main:574] : INFO : Epoch 1798 | loss: 0.0311627 | val_loss: 0.0311705 | Time: 4137.91 ms [2021-08-23 05:40:34 main:574] : INFO : Epoch 1799 | loss: 0.0311627 | val_loss: 0.0311806 | Time: 4071.69 ms [2021-08-23 05:40:38 main:574] : INFO : Epoch 1800 | loss: 0.0311631 | val_loss: 0.0311711 | Time: 4071.23 ms [2021-08-23 05:40:42 main:574] : INFO : Epoch 1801 | loss: 0.031162 | val_loss: 0.0311713 | Time: 4080.15 ms [2021-08-23 05:40:46 main:574] : INFO : Epoch 1802 | loss: 0.0311611 | val_loss: 0.0311719 | Time: 4064.36 ms [2021-08-23 05:40:50 main:574] : INFO : Epoch 1803 | loss: 0.0311617 | val_loss: 0.0311719 | Time: 4242.9 ms [2021-08-23 05:40:54 main:574] : INFO : Epoch 1804 | loss: 0.0311605 | val_loss: 0.0311725 | Time: 4194.49 ms [2021-08-23 05:40:58 main:574] : INFO : Epoch 1805 | loss: 0.0311608 | val_loss: 0.0311717 | Time: 4059.52 ms [2021-08-23 05:41:02 main:574] : INFO : Epoch 1806 | loss: 0.0311594 | val_loss: 0.0311714 | Time: 4054.83 ms [2021-08-23 05:41:07 main:574] : INFO : Epoch 1807 | loss: 0.0311585 | val_loss: 0.0311716 | Time: 4110.08 ms [2021-08-23 05:41:11 main:574] : INFO : Epoch 1808 | loss: 0.031158 | val_loss: 0.0311708 | Time: 4157.8 ms [2021-08-23 05:41:15 main:574] : INFO : Epoch 1809 | loss: 0.0311576 | val_loss: 0.0311701 | Time: 4189.56 ms [2021-08-23 05:41:19 main:574] : INFO : Epoch 1810 | loss: 0.0311574 | val_loss: 0.0311715 | Time: 4109.28 ms [2021-08-23 05:41:23 main:574] : INFO : Epoch 1811 | loss: 0.0311572 | val_loss: 0.0311719 | Time: 4097.29 ms [2021-08-23 05:41:27 main:574] : INFO : Epoch 1812 | loss: 0.0311567 | val_loss: 0.0311705 | Time: 4131.79 ms [2021-08-23 05:41:31 main:574] : INFO : Epoch 1813 | loss: 0.0311564 | val_loss: 0.031171 | Time: 4071.34 ms [2021-08-23 05:41:36 main:574] : INFO : Epoch 1814 | loss: 0.0311567 | val_loss: 0.0311702 | Time: 4140.61 ms [2021-08-23 05:41:40 main:574] : INFO : Epoch 1815 | loss: 0.0311563 | val_loss: 0.0311705 | Time: 4078.75 ms [2021-08-23 05:41:44 main:574] : INFO : Epoch 1816 | loss: 0.0311553 | val_loss: 0.0311708 | Time: 4104.47 ms [2021-08-23 05:41:48 main:574] : INFO : Epoch 1817 | loss: 0.0311549 | val_loss: 0.0311703 | Time: 4116.53 ms [2021-08-23 05:41:52 main:574] : INFO : Epoch 1818 | loss: 0.0311549 | val_loss: 0.0311715 | Time: 4018.91 ms [2021-08-23 05:41:56 main:574] : INFO : Epoch 1819 | loss: 0.0311546 | val_loss: 0.0311712 | Time: 3984.94 ms [2021-08-23 05:42:00 main:574] : INFO : Epoch 1820 | loss: 0.0311537 | val_loss: 0.0311707 | Time: 4149.13 ms [2021-08-23 05:42:04 main:574] : INFO : Epoch 1821 | loss: 0.0311539 | val_loss: 0.0311734 | Time: 4099.06 ms [2021-08-23 05:42:08 main:574] : INFO : Epoch 1822 | loss: 0.0311558 | val_loss: 0.031171 | Time: 4033.89 ms [2021-08-23 05:42:13 main:574] : INFO : Epoch 1823 | loss: 0.0311531 | val_loss: 0.0311708 | Time: 4145.46 ms [2021-08-23 05:42:17 main:574] : INFO : Epoch 1824 | loss: 0.0311522 | val_loss: 0.031172 | Time: 4086.65 ms [2021-08-23 05:42:21 main:574] : INFO : Epoch 1825 | loss: 0.0311521 | val_loss: 0.0311715 | Time: 4128.2 ms [2021-08-23 05:42:25 main:574] : INFO : Epoch 1826 | loss: 0.0311519 | val_loss: 0.0311704 | Time: 4146.93 ms [2021-08-23 05:42:29 main:574] : INFO : Epoch 1827 | loss: 0.0311517 | val_loss: 0.0311701 | Time: 4088.21 ms [2021-08-23 05:42:33 main:574] : INFO : Epoch 1828 | loss: 0.0311509 | val_loss: 0.0311727 | Time: 4086.01 ms [2021-08-23 05:42:37 main:574] : INFO : Epoch 1829 | loss: 0.0311511 | val_loss: 0.0311715 | Time: 3968.92 ms [2021-08-23 05:42:41 main:574] : INFO : Epoch 1830 | loss: 0.0311505 | val_loss: 0.0311708 | Time: 4016.74 ms [2021-08-23 05:42:45 main:574] : INFO : Epoch 1831 | loss: 0.031152 | val_loss: 0.0311717 | Time: 4160.44 ms [2021-08-23 05:42:50 main:574] : INFO : Epoch 1832 | loss: 0.0311524 | val_loss: 0.0311727 | Time: 4085.49 ms [2021-08-23 05:42:54 main:574] : INFO : Epoch 1833 | loss: 0.0311511 | val_loss: 0.0311712 | Time: 4146.77 ms [2021-08-23 05:42:58 main:574] : INFO : Epoch 1834 | loss: 0.0311501 | val_loss: 0.0311694 | Time: 4119.94 ms [2021-08-23 05:43:02 main:574] : INFO : Epoch 1835 | loss: 0.0311499 | val_loss: 0.0311696 | Time: 4124.41 ms [2021-08-23 05:43:06 main:574] : INFO : Epoch 1836 | loss: 0.0311519 | val_loss: 0.0311692 | Time: 4051.08 ms [2021-08-23 05:43:10 main:574] : INFO : Epoch 1837 | loss: 0.031151 | val_loss: 0.0311692 | Time: 4024.75 ms [2021-08-23 05:43:14 main:574] : INFO : Epoch 1838 | loss: 0.0311516 | val_loss: 0.0311698 | Time: 4075.41 ms [2021-08-23 05:43:18 main:574] : INFO : Epoch 1839 | loss: 0.0311495 | val_loss: 0.0311669 | Time: 4022.7 ms [2021-08-23 05:43:22 main:574] : INFO : Epoch 1840 | loss: 0.0311499 | val_loss: 0.0311716 | Time: 4026.45 ms [2021-08-23 05:43:26 main:574] : INFO : Epoch 1841 | loss: 0.0311497 | val_loss: 0.0311728 | Time: 4002.16 ms [2021-08-23 05:43:30 main:574] : INFO : Epoch 1842 | loss: 0.0311484 | val_loss: 0.031171 | Time: 4060.46 ms [2021-08-23 05:43:34 main:574] : INFO : Epoch 1843 | loss: 0.0311477 | val_loss: 0.0311714 | Time: 4022.32 ms [2021-08-23 05:43:39 main:574] : INFO : Epoch 1844 | loss: 0.0311467 | val_loss: 0.0311691 | Time: 4041.89 ms [2021-08-23 05:43:43 main:574] : INFO : Epoch 1845 | loss: 0.0311465 | val_loss: 0.0311724 | Time: 4081.02 ms [2021-08-23 05:43:47 main:574] : INFO : Epoch 1846 | loss: 0.0311459 | val_loss: 0.0311699 | Time: 4074.41 ms [2021-08-23 05:43:51 main:574] : INFO : Epoch 1847 | loss: 0.0311448 | val_loss: 0.0311722 | Time: 4093.02 ms [2021-08-23 05:43:55 main:574] : INFO : Epoch 1848 | loss: 0.0311471 | val_loss: 0.0311772 | Time: 4128.36 ms [2021-08-23 05:43:59 main:574] : INFO : Epoch 1849 | loss: 0.0311482 | val_loss: 0.0311725 | Time: 4068.27 ms [2021-08-23 05:44:03 main:574] : INFO : Epoch 1850 | loss: 0.0311454 | val_loss: 0.0311691 | Time: 4101.91 ms [2021-08-23 05:44:07 main:574] : INFO : Epoch 1851 | loss: 0.0311467 | val_loss: 0.0311734 | Time: 4031.36 ms [2021-08-23 05:44:11 main:574] : INFO : Epoch 1852 | loss: 0.031146 | val_loss: 0.0311703 | Time: 4087.83 ms [2021-08-23 05:44:15 main:574] : INFO : Epoch 1853 | loss: 0.0311451 | val_loss: 0.0311725 | Time: 4015.94 ms [2021-08-23 05:44:19 main:574] : INFO : Epoch 1854 | loss: 0.0311442 | val_loss: 0.0311701 | Time: 4047.51 ms [2021-08-23 05:44:23 main:574] : INFO : Epoch 1855 | loss: 0.0311427 | val_loss: 0.0311715 | Time: 4021.33 ms [2021-08-23 05:44:28 main:574] : INFO : Epoch 1856 | loss: 0.0311424 | val_loss: 0.0311716 | Time: 4031.08 ms [2021-08-23 05:44:32 main:574] : INFO : Epoch 1857 | loss: 0.0311442 | val_loss: 0.0311723 | Time: 3986.05 ms [2021-08-23 05:44:36 main:574] : INFO : Epoch 1858 | loss: 0.0311458 | val_loss: 0.0311735 | Time: 4033.47 ms [2021-08-23 05:44:40 main:574] : INFO : Epoch 1859 | loss: 0.0311443 | val_loss: 0.0311722 | Time: 4297.93 ms [2021-08-23 05:44:44 main:574] : INFO : Epoch 1860 | loss: 0.0311443 | val_loss: 0.0311718 | Time: 4103.71 ms [2021-08-23 05:44:48 main:574] : INFO : Epoch 1861 | loss: 0.0311433 | val_loss: 0.0311721 | Time: 4036 ms [2021-08-23 05:44:52 main:574] : INFO : Epoch 1862 | loss: 0.0311428 | val_loss: 0.0311716 | Time: 4074.61 ms [2021-08-23 05:44:56 main:574] : INFO : Epoch 1863 | loss: 0.0311429 | val_loss: 0.0311734 | Time: 4078.54 ms [2021-08-23 05:45:00 main:574] : INFO : Epoch 1864 | loss: 0.0311436 | val_loss: 0.0311729 | Time: 4092.03 ms [2021-08-23 05:45:05 main:574] : INFO : Epoch 1865 | loss: 0.0311444 | val_loss: 0.031174 | Time: 4182.78 ms [2021-08-23 05:45:09 main:574] : INFO : Epoch 1866 | loss: 0.0311429 | val_loss: 0.031174 | Time: 4066.1 ms [2021-08-23 05:45:13 main:574] : INFO : Epoch 1867 | loss: 0.0311425 | val_loss: 0.0311734 | Time: 4099.83 ms [2021-08-23 05:45:17 main:574] : INFO : Epoch 1868 | loss: 0.0311419 | val_loss: 0.0311778 | Time: 4032.57 ms [2021-08-23 05:45:21 main:574] : INFO : Epoch 1869 | loss: 0.0311408 | val_loss: 0.031176 | Time: 4183.04 ms [2021-08-23 05:45:25 main:574] : INFO : Epoch 1870 | loss: 0.0311405 | val_loss: 0.0311737 | Time: 4049.8 ms [2021-08-23 05:45:29 main:574] : INFO : Epoch 1871 | loss: 0.0311414 | val_loss: 0.0311783 | Time: 4102.53 ms [2021-08-23 05:45:33 main:574] : INFO : Epoch 1872 | loss: 0.0311438 | val_loss: 0.0311753 | Time: 4138.81 ms [2021-08-23 05:45:38 main:574] : INFO : Epoch 1873 | loss: 0.0311438 | val_loss: 0.0311762 | Time: 4181.39 ms [2021-08-23 05:45:42 main:574] : INFO : Epoch 1874 | loss: 0.0311429 | val_loss: 0.0311758 | Time: 4132.45 ms [2021-08-23 05:45:46 main:574] : INFO : Epoch 1875 | loss: 0.0311464 | val_loss: 0.0311759 | Time: 4065.34 ms [2021-08-23 05:45:50 main:574] : INFO : Epoch 1876 | loss: 0.0311429 | val_loss: 0.0311765 | Time: 4112.89 ms [2021-08-23 05:45:55 main:574] : INFO : Epoch 1877 | loss: 0.0311406 | val_loss: 0.0311767 | Time: 4498.89 ms [2021-08-23 05:45:59 main:574] : INFO : Epoch 1878 | loss: 0.0311395 | val_loss: 0.0311765 | Time: 4109.45 ms [2021-08-23 05:46:03 main:574] : INFO : Epoch 1879 | loss: 0.0311404 | val_loss: 0.0311746 | Time: 4099.45 ms [2021-08-23 05:46:07 main:574] : INFO : Epoch 1880 | loss: 0.0311419 | val_loss: 0.031177 | Time: 4051.75 ms [2021-08-23 05:46:11 main:574] : INFO : Epoch 1881 | loss: 0.0311419 | val_loss: 0.0311829 | Time: 4234.03 ms [2021-08-23 05:46:15 main:574] : INFO : Epoch 1882 | loss: 0.0311403 | val_loss: 0.031172 | Time: 4203.32 ms [2021-08-23 05:46:19 main:574] : INFO : Epoch 1883 | loss: 0.0311393 | val_loss: 0.0311771 | Time: 4034.08 ms [2021-08-23 05:46:23 main:574] : INFO : Epoch 1884 | loss: 0.0311394 | val_loss: 0.0311788 | Time: 4047.84 ms [2021-08-23 05:46:27 main:574] : INFO : Epoch 1885 | loss: 0.0311376 | val_loss: 0.0311725 | Time: 4022.82 ms [2021-08-23 05:46:31 main:574] : INFO : Epoch 1886 | loss: 0.0311367 | val_loss: 0.0311736 | Time: 4034.17 ms [2021-08-23 05:46:36 main:574] : INFO : Epoch 1887 | loss: 0.0311388 | val_loss: 0.031176 | Time: 3998.63 ms [2021-08-23 05:46:40 main:574] : INFO : Epoch 1888 | loss: 0.0311395 | val_loss: 0.0311775 | Time: 4046.57 ms [2021-08-23 05:46:44 main:574] : INFO : Epoch 1889 | loss: 0.0311389 | val_loss: 0.031183 | Time: 4186.06 ms [2021-08-23 05:46:48 main:574] : INFO : Epoch 1890 | loss: 0.0311363 | val_loss: 0.0311756 | Time: 4213.52 ms [2021-08-23 05:46:52 main:574] : INFO : Epoch 1891 | loss: 0.0311369 | val_loss: 0.0311748 | Time: 4214.83 ms [2021-08-23 05:46:56 main:574] : INFO : Epoch 1892 | loss: 0.031136 | val_loss: 0.0311802 | Time: 4081.95 ms [2021-08-23 05:47:01 main:574] : INFO : Epoch 1893 | loss: 0.0311386 | val_loss: 0.0311768 | Time: 4162.75 ms [2021-08-23 05:47:05 main:574] : INFO : Epoch 1894 | loss: 0.0311397 | val_loss: 0.0311817 | Time: 4089.2 ms [2021-08-23 05:47:09 main:574] : INFO : Epoch 1895 | loss: 0.0311387 | val_loss: 0.0311776 | Time: 4056.22 ms [2021-08-23 05:47:13 main:574] : INFO : Epoch 1896 | loss: 0.0311392 | val_loss: 0.031179 | Time: 4013.14 ms [2021-08-23 05:47:17 main:574] : INFO : Epoch 1897 | loss: 0.0311359 | val_loss: 0.031178 | Time: 4045.73 ms [2021-08-23 05:47:21 main:574] : INFO : Epoch 1898 | loss: 0.0311351 | val_loss: 0.0311815 | Time: 4172.25 ms [2021-08-23 05:47:25 main:574] : INFO : Epoch 1899 | loss: 0.0311334 | val_loss: 0.0311764 | Time: 4148.24 ms [2021-08-23 05:47:29 main:574] : INFO : Epoch 1900 | loss: 0.031132 | val_loss: 0.0311817 | Time: 4029.25 ms [2021-08-23 05:47:33 main:574] : INFO : Epoch 1901 | loss: 0.0311327 | val_loss: 0.0311756 | Time: 4136.58 ms [2021-08-23 05:47:38 main:574] : INFO : Epoch 1902 | loss: 0.0311323 | val_loss: 0.0311819 | Time: 4170.65 ms [2021-08-23 05:47:42 main:574] : INFO : Epoch 1903 | loss: 0.0311323 | val_loss: 0.0311734 | Time: 4129.54 ms [2021-08-23 05:47:46 main:574] : INFO : Epoch 1904 | loss: 0.0311334 | val_loss: 0.0311767 | Time: 4166.97 ms [2021-08-23 05:47:50 main:574] : INFO : Epoch 1905 | loss: 0.031138 | val_loss: 0.0311738 | Time: 4052.31 ms [2021-08-23 05:47:54 main:574] : INFO : Epoch 1906 | loss: 0.0311388 | val_loss: 0.0311695 | Time: 4240.07 ms [2021-08-23 05:47:58 main:574] : INFO : Epoch 1907 | loss: 0.0311468 | val_loss: 0.0311743 | Time: 4179.48 ms [2021-08-23 05:48:03 main:574] : INFO : Epoch 1908 | loss: 0.0311656 | val_loss: 0.0311803 | Time: 4178.76 ms [2021-08-23 05:48:07 main:574] : INFO : Epoch 1909 | loss: 0.0311742 | val_loss: 0.0311795 | Time: 4050.66 ms [2021-08-23 05:48:11 main:574] : INFO : Epoch 1910 | loss: 0.0311722 | val_loss: 0.0311808 | Time: 4081.41 ms [2021-08-23 05:48:15 main:574] : INFO : Epoch 1911 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 4085.43 ms [2021-08-23 05:48:19 main:574] : INFO : Epoch 1912 | loss: 0.031167 | val_loss: 0.0311745 | Time: 4016.66 ms [2021-08-23 05:48:23 main:574] : INFO : Epoch 1913 | loss: 0.0311656 | val_loss: 0.0311758 | Time: 4044.52 ms [2021-08-23 05:48:27 main:574] : INFO : Epoch 1914 | loss: 0.0311652 | val_loss: 0.0311735 | Time: 4093.77 ms [2021-08-23 05:48:31 main:574] : INFO : Epoch 1915 | loss: 0.0311634 | val_loss: 0.0311722 | Time: 4064 ms [2021-08-23 05:48:35 main:574] : INFO : Epoch 1916 | loss: 0.0311624 | val_loss: 0.0311729 | Time: 4050.69 ms [2021-08-23 05:48:39 main:574] : INFO : Epoch 1917 | loss: 0.0311612 | val_loss: 0.0311715 | Time: 4131.31 ms [2021-08-23 05:48:44 main:574] : INFO : Epoch 1918 | loss: 0.03116 | val_loss: 0.0311718 | Time: 4101.15 ms [2021-08-23 05:48:48 main:574] : INFO : Epoch 1919 | loss: 0.0311598 | val_loss: 0.0311718 | Time: 4243.78 ms [2021-08-23 05:48:52 main:574] : INFO : Epoch 1920 | loss: 0.0311582 | val_loss: 0.0311744 | Time: 4110.04 ms [2021-08-23 05:48:56 main:574] : INFO : Epoch 1921 | loss: 0.0311591 | val_loss: 0.0311717 | Time: 4176.4 ms [2021-08-23 05:49:00 main:574] : INFO : Epoch 1922 | loss: 0.0311572 | val_loss: 0.0311691 | Time: 4114.68 ms [2021-08-23 05:49:05 main:574] : INFO : Epoch 1923 | loss: 0.0311558 | val_loss: 0.031171 | Time: 4157.27 ms [2021-08-23 05:49:09 main:574] : INFO : Epoch 1924 | loss: 0.0311557 | val_loss: 0.0311691 | Time: 4151.58 ms [2021-08-23 05:49:13 main:574] : INFO : Epoch 1925 | loss: 0.031154 | val_loss: 0.0311707 | Time: 4086.54 ms [2021-08-23 05:49:17 main:574] : INFO : Epoch 1926 | loss: 0.0311548 | val_loss: 0.0311694 | Time: 4227.06 ms [2021-08-23 05:49:21 main:574] : INFO : Epoch 1927 | loss: 0.0311578 | val_loss: 0.0311731 | Time: 4129.92 ms [2021-08-23 05:49:25 main:574] : INFO : Epoch 1928 | loss: 0.0311599 | val_loss: 0.0311695 | Time: 4037.3 ms [2021-08-23 05:49:29 main:574] : INFO : Epoch 1929 | loss: 0.0311565 | val_loss: 0.0311705 | Time: 4087.66 ms [2021-08-23 05:49:33 main:574] : INFO : Epoch 1930 | loss: 0.0311549 | val_loss: 0.0311684 | Time: 4092.11 ms [2021-08-23 05:49:38 main:574] : INFO : Epoch 1931 | loss: 0.0311545 | val_loss: 0.0311697 | Time: 4156.58 ms [2021-08-23 05:49:42 main:574] : INFO : Epoch 1932 | loss: 0.0311539 | val_loss: 0.0311687 | Time: 4143.46 ms [2021-08-23 05:49:46 main:574] : INFO : Epoch 1933 | loss: 0.0311529 | val_loss: 0.0311686 | Time: 4108.87 ms [2021-08-23 05:49:50 main:574] : INFO : Epoch 1934 | loss: 0.0311531 | val_loss: 0.0311696 | Time: 4205.05 ms [2021-08-23 05:49:54 main:574] : INFO : Epoch 1935 | loss: 0.0311517 | val_loss: 0.0311702 | Time: 4142.2 ms [2021-08-23 05:49:58 main:574] : INFO : Epoch 1936 | loss: 0.0311509 | val_loss: 0.0311682 | Time: 4104.77 ms [2021-08-23 05:50:03 main:574] : INFO : Epoch 1937 | loss: 0.0311523 | val_loss: 0.0311797 | Time: 4147.72 ms [2021-08-23 05:50:07 main:574] : INFO : Epoch 1938 | loss: 0.031173 | val_loss: 0.0311795 | Time: 4101.32 ms [2021-08-23 05:50:11 main:574] : INFO : Epoch 1939 | loss: 0.0311718 | val_loss: 0.0311754 | Time: 4258.4 ms [2021-08-23 05:50:15 main:574] : INFO : Epoch 1940 | loss: 0.0311668 | val_loss: 0.0311757 | Time: 4088.01 ms [2021-08-23 05:50:19 main:574] : INFO : Epoch 1941 | loss: 0.0311644 | val_loss: 0.0311717 | Time: 4173.55 ms [2021-08-23 05:50:23 main:574] : INFO : Epoch 1942 | loss: 0.0311649 | val_loss: 0.0311722 | Time: 4103.1 ms [2021-08-23 05:50:28 main:574] : INFO : Epoch 1943 | loss: 0.0311648 | val_loss: 0.0311741 | Time: 4133.78 ms [2021-08-23 05:50:32 main:574] : INFO : Epoch 1944 | loss: 0.031164 | val_loss: 0.0311726 | Time: 4052.58 ms [2021-08-23 05:50:36 main:574] : INFO : Epoch 1945 | loss: 0.0311628 | val_loss: 0.0311724 | Time: 4023.67 ms [2021-08-23 05:50:40 main:574] : INFO : Epoch 1946 | loss: 0.0311633 | val_loss: 0.0311725 | Time: 4107.65 ms [2021-08-23 05:50:44 main:574] : INFO : Epoch 1947 | loss: 0.0311612 | val_loss: 0.0311707 | Time: 4243.86 ms [2021-08-23 05:50:48 main:574] : INFO : Epoch 1948 | loss: 0.0311603 | val_loss: 0.0311707 | Time: 4075.51 ms [2021-08-23 05:50:52 main:574] : INFO : Epoch 1949 | loss: 0.0311592 | val_loss: 0.0311718 | Time: 4149.78 ms [2021-08-23 05:50:57 main:574] : INFO : Epoch 1950 | loss: 0.0311593 | val_loss: 0.0311708 | Time: 4223.06 ms [2021-08-23 05:51:01 main:574] : INFO : Epoch 1951 | loss: 0.0311575 | val_loss: 0.0311754 | Time: 4084.12 ms [2021-08-23 05:51:05 main:574] : INFO : Epoch 1952 | loss: 0.0311594 | val_loss: 0.0311738 | Time: 4057.36 ms [2021-08-23 05:51:09 main:574] : INFO : Epoch 1953 | loss: 0.0311602 | val_loss: 0.031171 | Time: 4024.16 ms [2021-08-23 05:51:13 main:574] : INFO : Epoch 1954 | loss: 0.0311582 | val_loss: 0.0311708 | Time: 4037.6 ms [2021-08-23 05:51:17 main:574] : INFO : Epoch 1955 | loss: 0.0311581 | val_loss: 0.0311685 | Time: 4055.58 ms [2021-08-23 05:51:21 main:574] : INFO : Epoch 1956 | loss: 0.0311559 | val_loss: 0.0311668 | Time: 4255.31 ms [2021-08-23 05:51:26 main:574] : INFO : Epoch 1957 | loss: 0.0311545 | val_loss: 0.0311692 | Time: 4287.41 ms [2021-08-23 05:51:30 main:574] : INFO : Epoch 1958 | loss: 0.0311538 | val_loss: 0.0311673 | Time: 4026.7 ms [2021-08-23 05:51:34 main:574] : INFO : Epoch 1959 | loss: 0.0311522 | val_loss: 0.0311671 | Time: 4015.01 ms [2021-08-23 05:51:38 main:574] : INFO : Epoch 1960 | loss: 0.0311526 | val_loss: 0.0311659 | Time: 4024.89 ms [2021-08-23 05:51:42 main:574] : INFO : Epoch 1961 | loss: 0.0311519 | val_loss: 0.031167 | Time: 4124.92 ms [2021-08-23 05:51:46 main:574] : INFO : Epoch 1962 | loss: 0.0311511 | val_loss: 0.0311675 | Time: 4141.58 ms [2021-08-23 05:51:50 main:574] : INFO : Epoch 1963 | loss: 0.0311511 | val_loss: 0.0311651 | Time: 4190.24 ms [2021-08-23 05:51:55 main:574] : INFO : Epoch 1964 | loss: 0.0311533 | val_loss: 0.0311687 | Time: 4273.8 ms [2021-08-23 05:51:59 main:574] : INFO : Epoch 1965 | loss: 0.0311535 | val_loss: 0.0311663 | Time: 4271.73 ms [2021-08-23 05:52:03 main:574] : INFO : Epoch 1966 | loss: 0.0311511 | val_loss: 0.0311654 | Time: 4231.07 ms [2021-08-23 05:52:07 main:574] : INFO : Epoch 1967 | loss: 0.0311531 | val_loss: 0.0311685 | Time: 3996.51 ms [2021-08-23 05:52:11 main:574] : INFO : Epoch 1968 | loss: 0.0311506 | val_loss: 0.0311657 | Time: 4063.33 ms [2021-08-23 05:52:15 main:574] : INFO : Epoch 1969 | loss: 0.0311511 | val_loss: 0.0311672 | Time: 4015.72 ms [2021-08-23 05:52:19 main:574] : INFO : Epoch 1970 | loss: 0.0311506 | val_loss: 0.031165 | Time: 4031.16 ms [2021-08-23 05:52:23 main:574] : INFO : Epoch 1971 | loss: 0.0311492 | val_loss: 0.0311656 | Time: 4056.37 ms [2021-08-23 05:52:27 main:574] : INFO : Epoch 1972 | loss: 0.0311493 | val_loss: 0.0311653 | Time: 4093.66 ms [2021-08-23 05:52:32 main:574] : INFO : Epoch 1973 | loss: 0.0311488 | val_loss: 0.0311653 | Time: 4082.21 ms [2021-08-23 05:52:36 main:574] : INFO : Epoch 1974 | loss: 0.0311488 | val_loss: 0.0311683 | Time: 4058.63 ms [2021-08-23 05:52:40 main:574] : INFO : Epoch 1975 | loss: 0.0311481 | val_loss: 0.0311664 | Time: 4111.94 ms [2021-08-23 05:52:44 main:574] : INFO : Epoch 1976 | loss: 0.0311471 | val_loss: 0.0311656 | Time: 4256.8 ms [2021-08-23 05:52:48 main:574] : INFO : Epoch 1977 | loss: 0.0311466 | val_loss: 0.031167 | Time: 4115.99 ms [2021-08-23 05:52:52 main:574] : INFO : Epoch 1978 | loss: 0.031147 | val_loss: 0.0311677 | Time: 4176 ms [2021-08-23 05:52:57 main:574] : INFO : Epoch 1979 | loss: 0.0311482 | val_loss: 0.031168 | Time: 4126.34 ms [2021-08-23 05:53:01 main:574] : INFO : Epoch 1980 | loss: 0.0311457 | val_loss: 0.0311677 | Time: 4133.33 ms [2021-08-23 05:53:05 main:574] : INFO : Epoch 1981 | loss: 0.0311469 | val_loss: 0.0311703 | Time: 4152.38 ms [2021-08-23 05:53:09 main:574] : INFO : Epoch 1982 | loss: 0.0311471 | val_loss: 0.0311672 | Time: 4096.33 ms [2021-08-23 05:53:13 main:574] : INFO : Epoch 1983 | loss: 0.0311458 | val_loss: 0.0311671 | Time: 4036.3 ms [2021-08-23 05:53:17 main:574] : INFO : Epoch 1984 | loss: 0.0311457 | val_loss: 0.031165 | Time: 4295.7 ms [2021-08-23 05:53:22 main:574] : INFO : Epoch 1985 | loss: 0.0311462 | val_loss: 0.031165 | Time: 4158.4 ms [2021-08-23 05:53:26 main:574] : INFO : Epoch 1986 | loss: 0.031148 | val_loss: 0.0311643 | Time: 4242.06 ms [2021-08-23 05:53:30 main:574] : INFO : Epoch 1987 | loss: 0.0311469 | val_loss: 0.031163 | Time: 4047.96 ms [2021-08-23 05:53:34 main:574] : INFO : Epoch 1988 | loss: 0.0311463 | val_loss: 0.0311626 | Time: 4188.42 ms [2021-08-23 05:53:38 main:574] : INFO : Epoch 1989 | loss: 0.0311462 | val_loss: 0.031164 | Time: 4125.71 ms [2021-08-23 05:53:42 main:574] : INFO : Epoch 1990 | loss: 0.031145 | val_loss: 0.0311653 | Time: 4115.86 ms [2021-08-23 05:53:46 main:574] : INFO : Epoch 1991 | loss: 0.0311438 | val_loss: 0.0311632 | Time: 4053.51 ms [2021-08-23 05:53:50 main:574] : INFO : Epoch 1992 | loss: 0.0311435 | val_loss: 0.0311645 | Time: 4074.34 ms [2021-08-23 05:53:55 main:574] : INFO : Epoch 1993 | loss: 0.031144 | val_loss: 0.0311623 | Time: 4030.4 ms [2021-08-23 05:53:59 main:574] : INFO : Epoch 1994 | loss: 0.0311432 | val_loss: 0.0311669 | Time: 4105.81 ms [2021-08-23 05:54:03 main:574] : INFO : Epoch 1995 | loss: 0.0311436 | val_loss: 0.0311647 | Time: 4172.2 ms [2021-08-23 05:54:07 main:574] : INFO : Epoch 1996 | loss: 0.031143 | val_loss: 0.0311638 | Time: 4114.13 ms [2021-08-23 05:54:11 main:574] : INFO : Epoch 1997 | loss: 0.0311438 | val_loss: 0.0311651 | Time: 4132.24 ms [2021-08-23 05:54:15 main:574] : INFO : Epoch 1998 | loss: 0.0311435 | val_loss: 0.031166 | Time: 4197.97 ms [2021-08-23 05:54:19 main:574] : INFO : Epoch 1999 | loss: 0.0311436 | val_loss: 0.0311645 | Time: 4054.93 ms [2021-08-23 05:54:24 main:574] : INFO : Epoch 2000 | loss: 0.0311433 | val_loss: 0.0311665 | Time: 4246.27 ms [2021-08-23 05:54:28 main:574] : INFO : Epoch 2001 | loss: 0.0311436 | val_loss: 0.0311643 | Time: 4157.52 ms [2021-08-23 05:54:32 main:574] : INFO : Epoch 2002 | loss: 0.031144 | val_loss: 0.0311651 | Time: 4051.53 ms [2021-08-23 05:54:36 main:574] : INFO : Epoch 2003 | loss: 0.0311434 | val_loss: 0.031163 | Time: 4121.05 ms [2021-08-23 05:54:40 main:574] : INFO : Epoch 2004 | loss: 0.0311421 | val_loss: 0.0311633 | Time: 4122.56 ms [2021-08-23 05:54:44 main:574] : INFO : Epoch 2005 | loss: 0.0311411 | val_loss: 0.0311675 | Time: 4055.02 ms [2021-08-23 05:54:48 main:574] : INFO : Epoch 2006 | loss: 0.0311436 | val_loss: 0.0311632 | Time: 4067.61 ms [2021-08-23 05:54:53 main:574] : INFO : Epoch 2007 | loss: 0.0311437 | val_loss: 0.0311614 | Time: 4104.08 ms [2021-08-23 05:54:57 main:574] : INFO : Epoch 2008 | loss: 0.0311422 | val_loss: 0.0311624 | Time: 4226.63 ms [2021-08-23 05:55:01 main:574] : INFO : Epoch 2009 | loss: 0.031142 | val_loss: 0.0311638 | Time: 4096.35 ms [2021-08-23 05:55:05 main:574] : INFO : Epoch 2010 | loss: 0.0311408 | val_loss: 0.0311642 | Time: 4090.98 ms [2021-08-23 05:55:09 main:574] : INFO : Epoch 2011 | loss: 0.0311401 | val_loss: 0.0311651 | Time: 4044.2 ms [2021-08-23 05:55:13 main:574] : INFO : Epoch 2012 | loss: 0.0311412 | val_loss: 0.0311645 | Time: 4075.8 ms [2021-08-23 05:55:17 main:574] : INFO : Epoch 2013 | loss: 0.0311439 | val_loss: 0.0311704 | Time: 4071.48 ms [2021-08-23 05:55:21 main:574] : INFO : Epoch 2014 | loss: 0.0311403 | val_loss: 0.0311634 | Time: 4032.2 ms [2021-08-23 05:55:25 main:574] : INFO : Epoch 2015 | loss: 0.0311387 | val_loss: 0.0311684 | Time: 4075.75 ms [2021-08-23 05:55:29 main:574] : INFO : Epoch 2016 | loss: 0.0311394 | val_loss: 0.0311644 | Time: 3999.03 ms [2021-08-23 05:55:34 main:574] : INFO : Epoch 2017 | loss: 0.0311384 | val_loss: 0.0311642 | Time: 4032.41 ms [2021-08-23 05:55:38 main:574] : INFO : Epoch 2018 | loss: 0.0311388 | val_loss: 0.0311619 | Time: 4050.03 ms [2021-08-23 05:55:42 main:574] : INFO : Epoch 2019 | loss: 0.0311385 | val_loss: 0.0311616 | Time: 4063.82 ms [2021-08-23 05:55:46 main:574] : INFO : Epoch 2020 | loss: 0.0311378 | val_loss: 0.0311637 | Time: 4122.24 ms [2021-08-23 05:55:50 main:574] : INFO : Epoch 2021 | loss: 0.0311384 | val_loss: 0.0311635 | Time: 4101.67 ms [2021-08-23 05:55:54 main:574] : INFO : Epoch 2022 | loss: 0.031138 | val_loss: 0.0311657 | Time: 4137.21 ms [2021-08-23 05:55:58 main:574] : INFO : Epoch 2023 | loss: 0.0311399 | val_loss: 0.0311651 | Time: 4080.85 ms [2021-08-23 05:56:02 main:574] : INFO : Epoch 2024 | loss: 0.0311394 | val_loss: 0.0311632 | Time: 4138.02 ms [2021-08-23 05:56:07 main:574] : INFO : Epoch 2025 | loss: 0.0311391 | val_loss: 0.0311624 | Time: 4120.44 ms [2021-08-23 05:56:11 main:574] : INFO : Epoch 2026 | loss: 0.0311374 | val_loss: 0.0311633 | Time: 4076.11 ms [2021-08-23 05:56:15 main:574] : INFO : Epoch 2027 | loss: 0.0311381 | val_loss: 0.0311643 | Time: 4052.69 ms [2021-08-23 05:56:19 main:574] : INFO : Epoch 2028 | loss: 0.0311394 | val_loss: 0.0311697 | Time: 4039.68 ms [2021-08-23 05:56:23 main:574] : INFO : Epoch 2029 | loss: 0.0311428 | val_loss: 0.0311643 | Time: 4404.57 ms [2021-08-23 05:56:27 main:574] : INFO : Epoch 2030 | loss: 0.0311414 | val_loss: 0.031162 | Time: 3998.2 ms [2021-08-23 05:56:31 main:574] : INFO : Epoch 2031 | loss: 0.0311413 | val_loss: 0.0311641 | Time: 4026.64 ms [2021-08-23 05:56:35 main:574] : INFO : Epoch 2032 | loss: 0.0311414 | val_loss: 0.0311625 | Time: 4017.49 ms [2021-08-23 05:56:39 main:574] : INFO : Epoch 2033 | loss: 0.0311387 | val_loss: 0.0311638 | Time: 4050.63 ms [2021-08-23 05:56:43 main:574] : INFO : Epoch 2034 | loss: 0.0311373 | val_loss: 0.0311652 | Time: 4091.12 ms [2021-08-23 05:56:47 main:574] : INFO : Epoch 2035 | loss: 0.03114 | val_loss: 0.0311615 | Time: 4032.69 ms [2021-08-23 05:56:52 main:574] : INFO : Epoch 2036 | loss: 0.0311376 | val_loss: 0.031162 | Time: 4108.32 ms [2021-08-23 05:56:56 main:574] : INFO : Epoch 2037 | loss: 0.0311373 | val_loss: 0.0311632 | Time: 4261.61 ms [2021-08-23 05:57:00 main:574] : INFO : Epoch 2038 | loss: 0.0311374 | val_loss: 0.0311639 | Time: 4207.46 ms [2021-08-23 05:57:04 main:574] : INFO : Epoch 2039 | loss: 0.0311376 | val_loss: 0.0311618 | Time: 4088.53 ms [2021-08-23 05:57:08 main:574] : INFO : Epoch 2040 | loss: 0.031138 | val_loss: 0.0311624 | Time: 4040.94 ms [2021-08-23 05:57:12 main:574] : INFO : Epoch 2041 | loss: 0.031138 | val_loss: 0.0311682 | Time: 4116.02 ms [2021-08-23 05:57:17 main:574] : INFO : Epoch 2042 | loss: 0.0311363 | val_loss: 0.0311627 | Time: 4126 ms [2021-08-23 05:57:21 main:574] : INFO : Epoch 2043 | loss: 0.0311362 | val_loss: 0.0311619 | Time: 4425.5 ms [2021-08-23 05:57:25 main:574] : INFO : Epoch 2044 | loss: 0.0311352 | val_loss: 0.0311632 | Time: 4184.83 ms [2021-08-23 05:57:29 main:574] : INFO : Epoch 2045 | loss: 0.0311353 | val_loss: 0.0311632 | Time: 4092.41 ms [2021-08-23 05:57:33 main:574] : INFO : Epoch 2046 | loss: 0.0311354 | val_loss: 0.0311632 | Time: 4080.57 ms [2021-08-23 05:57:38 main:574] : INFO : Epoch 2047 | loss: 0.0311344 | val_loss: 0.0311613 | Time: 4118.91 ms [2021-08-23 05:57:42 main:574] : INFO : Epoch 2048 | loss: 0.0311355 | val_loss: 0.031161 | Time: 4197.54 ms [2021-08-23 05:57:42 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031161 [2021-08-23 05:57:42 main:603] : INFO : Saving end state to config to file [2021-08-23 05:57:42 main:608] : INFO : Success, exiting.. 05:57:42 (4300): 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)