Task 14595361
| Name | ParityModified-1647047906-15514-3-0_0 |
| Workunit | 11617525 |
| Created | 10 Apr 2022, 11:31:39 UTC |
| Sent | 11 Apr 2022, 3:28:02 UTC |
| Report deadline | 19 Apr 2022, 3:28:02 UTC |
| Received | 11 Apr 2022, 9:08:57 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19907 |
| Run time | 2 hours 55 min 45 sec |
| CPU time | 2 hours 29 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,051.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312135 | val_loss: 0.0312159 | Time: 5413.6 ms [2022-04-11 03:20:30 main:574] : INFO : Epoch 1543 | loss: 0.0312141 | val_loss: 0.0312155 | Time: 5489.56 ms [2022-04-11 03:20:36 main:574] : INFO : Epoch 1544 | loss: 0.0312135 | val_loss: 0.0312148 | Time: 5540.06 ms [2022-04-11 03:20:41 main:574] : INFO : Epoch 1545 | loss: 0.0312149 | val_loss: 0.0312157 | Time: 5557.6 ms [2022-04-11 03:20:47 main:574] : INFO : Epoch 1546 | loss: 0.031215 | val_loss: 0.031216 | Time: 5668.42 ms [2022-04-11 03:20:52 main:574] : INFO : Epoch 1547 | loss: 0.0312137 | val_loss: 0.0312149 | Time: 5564.73 ms [2022-04-11 03:20:58 main:574] : INFO : Epoch 1548 | loss: 0.0312132 | val_loss: 0.0312146 | Time: 5532.11 ms [2022-04-11 03:21:03 main:574] : INFO : Epoch 1549 | loss: 0.0312161 | val_loss: 0.0312174 | Time: 5513.88 ms [2022-04-11 03:21:09 main:574] : INFO : Epoch 1550 | loss: 0.0312133 | val_loss: 0.0312153 | Time: 5531.72 ms [2022-04-11 03:21:14 main:574] : INFO : Epoch 1551 | loss: 0.0312144 | val_loss: 0.0312137 | Time: 5352.64 ms [2022-04-11 03:21:20 main:574] : INFO : Epoch 1552 | loss: 0.031213 | val_loss: 0.0312142 | Time: 5409.95 ms [2022-04-11 03:21:25 main:574] : INFO : Epoch 1553 | loss: 0.0312129 | val_loss: 0.0312137 | Time: 5503.31 ms [2022-04-11 03:21:31 main:574] : INFO : Epoch 1554 | loss: 0.0312127 | val_loss: 0.0312132 | Time: 5737.08 ms [2022-04-11 03:21:36 main:574] : INFO : Epoch 1555 | loss: 0.031212 | val_loss: 0.0312166 | Time: 5406.58 ms [2022-04-11 03:21:42 main:574] : INFO : Epoch 1556 | loss: 0.0312131 | val_loss: 0.0312178 | Time: 5359.68 ms [2022-04-11 03:21:47 main:574] : INFO : Epoch 1557 | loss: 0.031212 | val_loss: 0.0312188 | Time: 5525.42 ms [2022-04-11 03:21:53 main:574] : INFO : Epoch 1558 | loss: 0.0312138 | val_loss: 0.0312179 | Time: 5599.14 ms [2022-04-11 03:21:59 main:574] : INFO : Epoch 1559 | loss: 0.0312156 | val_loss: 0.0312133 | Time: 5486.18 ms [2022-04-11 03:22:04 main:574] : INFO : Epoch 1560 | loss: 0.0312141 | val_loss: 0.0312149 | Time: 5474.19 ms [2022-04-11 03:22:10 main:574] : INFO : Epoch 1561 | loss: 0.0312116 | val_loss: 0.0312133 | Time: 5569.11 ms [2022-04-11 03:22:15 main:574] : INFO : Epoch 1562 | loss: 0.0312112 | val_loss: 0.0312138 | Time: 5492.27 ms [2022-04-11 03:22:21 main:574] : INFO : Epoch 1563 | loss: 0.0312106 | val_loss: 0.0312129 | Time: 5489.01 ms [2022-04-11 03:22:26 main:574] : INFO : Epoch 1564 | loss: 0.0312107 | val_loss: 0.0312151 | Time: 5443.94 ms [2022-04-11 03:22:32 main:574] : INFO : Epoch 1565 | loss: 0.0312134 | val_loss: 0.0312131 | Time: 5490.67 ms [2022-04-11 03:22:37 main:574] : INFO : Epoch 1566 | loss: 0.0312121 | val_loss: 0.0312124 | Time: 5345.86 ms [2022-04-11 03:22:42 main:574] : INFO : Epoch 1567 | loss: 0.0312113 | val_loss: 0.031212 | Time: 5444.82 ms [2022-04-11 03:22:48 main:574] : INFO : Epoch 1568 | loss: 0.031211 | val_loss: 0.0312118 | Time: 5398.83 ms [2022-04-11 03:22:53 main:574] : INFO : Epoch 1569 | loss: 0.0312115 | val_loss: 0.0312144 | Time: 5419.92 ms [2022-04-11 03:22:59 main:574] : INFO : Epoch 1570 | loss: 0.031212 | val_loss: 0.0312141 | Time: 5557.53 ms [2022-04-11 03:23:04 main:574] : INFO : Epoch 1571 | loss: 0.031212 | val_loss: 0.031213 | Time: 5498.17 ms [2022-04-11 03:23:10 main:574] : INFO : Epoch 1572 | loss: 0.0312122 | val_loss: 0.0312137 | Time: 5274.57 ms [2022-04-11 03:23:15 main:574] : INFO : Epoch 1573 | loss: 0.0312112 | val_loss: 0.0312121 | Time: 5517.33 ms [2022-04-11 03:23:21 main:574] : INFO : Epoch 1574 | loss: 0.0312111 | val_loss: 0.0312125 | Time: 5409.13 ms [2022-04-11 03:23:26 main:574] : INFO : Epoch 1575 | loss: 0.0312115 | val_loss: 0.0312117 | Time: 5500.82 ms [2022-04-11 03:23:32 main:574] : INFO : Epoch 1576 | loss: 0.0312116 | val_loss: 0.0312119 | Time: 5530.05 ms [2022-04-11 03:23:37 main:574] : INFO : Epoch 1577 | loss: 0.0312127 | val_loss: 0.0312125 | Time: 5492.72 ms [2022-04-11 03:23:43 main:574] : INFO : Epoch 1578 | loss: 0.0312131 | val_loss: 0.0312161 | Time: 5578.4 ms [2022-04-11 03:23:48 main:574] : INFO : Epoch 1579 | loss: 0.0312111 | val_loss: 0.0312128 | Time: 5435.92 ms [2022-04-11 03:23:54 main:574] : INFO : Epoch 1580 | loss: 0.03121 | val_loss: 0.0312154 | Time: 5383.09 ms [2022-04-11 03:23:59 main:574] : INFO : Epoch 1581 | loss: 0.0312129 | val_loss: 0.0312122 | Time: 5508.29 ms [2022-04-11 03:24:05 main:574] : INFO : Epoch 1582 | loss: 0.0312116 | val_loss: 0.0312137 | Time: 5554.36 ms [2022-04-11 03:24:10 main:574] : INFO : Epoch 1583 | loss: 0.0312113 | val_loss: 0.0312142 | Time: 5489.86 ms [2022-04-11 03:24:16 main:574] : INFO : Epoch 1584 | loss: 0.0312122 | val_loss: 0.0312149 | Time: 5471.01 ms [2022-04-11 03:24:21 main:574] : INFO : Epoch 1585 | loss: 0.0312105 | val_loss: 0.0312119 | Time: 5387.81 ms [2022-04-11 03:24:27 main:574] : INFO : Epoch 1586 | loss: 0.0312117 | val_loss: 0.0312189 | Time: 5512.51 ms [2022-04-11 03:24:32 main:574] : INFO : Epoch 1587 | loss: 0.0312112 | val_loss: 0.0312131 | Time: 5512.8 ms [2022-04-11 03:24:38 main:574] : INFO : Epoch 1588 | loss: 0.0312122 | val_loss: 0.0312123 | Time: 5470.91 ms [2022-04-11 03:24:43 main:574] : INFO : Epoch 1589 | loss: 0.0312115 | val_loss: 0.0312118 | Time: 5629.64 ms [2022-04-11 03:24:49 main:574] : INFO : Epoch 1590 | loss: 0.0312098 | val_loss: 0.0312125 | Time: 5476.73 ms [2022-04-11 03:24:54 main:574] : INFO : Epoch 1591 | loss: 0.0312121 | val_loss: 0.0312165 | Time: 5447.86 ms [2022-04-11 03:24:59 main:574] : INFO : Epoch 1592 | loss: 0.0312168 | val_loss: 0.0312126 | Time: 5384.15 ms [2022-04-11 03:25:05 main:574] : INFO : Epoch 1593 | loss: 0.0312141 | val_loss: 0.0312187 | Time: 5541.41 ms [2022-04-11 03:25:11 main:574] : INFO : Epoch 1594 | loss: 0.0312133 | val_loss: 0.0312142 | Time: 5498.75 ms [2022-04-11 03:25:16 main:574] : INFO : Epoch 1595 | loss: 0.031214 | val_loss: 0.0312163 | Time: 5550.3 ms [2022-04-11 03:25:22 main:574] : INFO : Epoch 1596 | loss: 0.0312123 | val_loss: 0.0312147 | Time: 5362.67 ms [2022-04-11 03:25:27 main:574] : INFO : Epoch 1597 | loss: 0.0312118 | val_loss: 0.0312118 | Time: 5445.53 ms [2022-04-11 03:25:32 main:574] : INFO : Epoch 1598 | loss: 0.0312126 | val_loss: 0.0312148 | Time: 5443.56 ms [2022-04-11 03:25:38 main:574] : INFO : Epoch 1599 | loss: 0.0312133 | val_loss: 0.0312141 | Time: 5460.21 ms [2022-04-11 03:25:43 main:574] : INFO : Epoch 1600 | loss: 0.0312125 | val_loss: 0.0312148 | Time: 5455.95 ms [2022-04-11 03:25:49 main:574] : INFO : Epoch 1601 | loss: 0.0312126 | val_loss: 0.031212 | Time: 5522.87 ms [2022-04-11 03:25:54 main:574] : INFO : Epoch 1602 | loss: 0.0312114 | val_loss: 0.03121 | Time: 5465.9 ms [2022-04-11 03:26:00 main:574] : INFO : Epoch 1603 | loss: 0.0312118 | val_loss: 0.0312132 | Time: 5339.54 ms [2022-04-11 03:26:05 main:574] : INFO : Epoch 1604 | loss: 0.0312111 | val_loss: 0.0312125 | Time: 5376.27 ms [2022-04-11 03:26:11 main:574] : INFO : Epoch 1605 | loss: 0.0312125 | val_loss: 0.03121 | Time: 5460.68 ms [2022-04-11 03:26:16 main:574] : INFO : Epoch 1606 | loss: 0.0312115 | val_loss: 0.0312127 | Time: 5568.2 ms [2022-04-11 03:26:22 main:574] : INFO : Epoch 1607 | loss: 0.0312122 | val_loss: 0.0312096 | Time: 5601.04 ms [2022-04-11 03:26:27 main:574] : INFO : Epoch 1608 | loss: 0.0312104 | val_loss: 0.0312109 | Time: 5532.91 ms [2022-04-11 03:26:33 main:574] : INFO : Epoch 1609 | loss: 0.0312118 | val_loss: 0.0312118 | Time: 5442.63 ms [2022-04-11 03:26:38 main:574] : INFO : Epoch 1610 | loss: 0.0312133 | val_loss: 0.0312096 | Time: 5557.53 ms [2022-04-11 03:26:44 main:574] : INFO : Epoch 1611 | loss: 0.0312094 | val_loss: 0.0312108 | Time: 5519.84 ms [2022-04-11 03:26:49 main:574] : INFO : Epoch 1612 | loss: 0.0312108 | val_loss: 0.031209 | Time: 5537.12 ms [2022-04-11 03:26:55 main:574] : INFO : Epoch 1613 | loss: 0.0312085 | val_loss: 0.0312084 | Time: 5583.49 ms [2022-04-11 03:27:01 main:574] : INFO : Epoch 1614 | loss: 0.0312085 | val_loss: 0.0312131 | Time: 5456.49 ms [2022-04-11 03:27:06 main:574] : INFO : Epoch 1615 | loss: 0.0312108 | val_loss: 0.031217 | Time: 5398.06 ms [2022-04-11 03:27:11 main:574] : INFO : Epoch 1616 | loss: 0.0312109 | val_loss: 0.0312085 | Time: 5388.59 ms [2022-04-11 03:27:17 main:574] : INFO : Epoch 1617 | loss: 0.0312103 | val_loss: 0.031209 | Time: 5574.8 ms [2022-04-11 03:27:22 main:574] : INFO : Epoch 1618 | loss: 0.0312091 | val_loss: 0.0312102 | Time: 5366.86 ms [2022-04-11 03:27:28 main:574] : INFO : Epoch 1619 | loss: 0.0312092 | val_loss: 0.031208 | Time: 5683.47 ms [2022-04-11 03:27:33 main:574] : INFO : Epoch 1620 | loss: 0.0312097 | val_loss: 0.0312091 | Time: 5470.53 ms [2022-04-11 03:27:39 main:574] : INFO : Epoch 1621 | loss: 0.0312107 | val_loss: 0.0312097 | Time: 5369.75 ms [2022-04-11 03:27:44 main:574] : INFO : Epoch 1622 | loss: 0.0312093 | val_loss: 0.0312104 | Time: 5617.31 ms [2022-04-11 03:27:50 main:574] : INFO : Epoch 1623 | loss: 0.0312098 | val_loss: 0.0312087 | Time: 5600.89 ms [2022-04-11 03:27:56 main:574] : INFO : Epoch 1624 | loss: 0.0312086 | val_loss: 0.0312075 | Time: 5454 ms [2022-04-11 03:28:01 main:574] : INFO : Epoch 1625 | loss: 0.0312071 | val_loss: 0.0312086 | Time: 5633.07 ms [2022-04-11 03:28:07 main:574] : INFO : Epoch 1626 | loss: 0.0312077 | val_loss: 0.0312102 | Time: 5607.4 ms [2022-04-11 03:28:12 main:574] : INFO : Epoch 1627 | loss: 0.0312178 | val_loss: 0.0312187 | Time: 5493.74 ms [2022-04-11 03:28:18 main:574] : INFO : Epoch 1628 | loss: 0.0312166 | val_loss: 0.0312151 | Time: 5634.82 ms [2022-04-11 03:28:23 main:574] : INFO : Epoch 1629 | loss: 0.0312155 | val_loss: 0.0312138 | Time: 5438.92 ms [2022-04-11 03:28:29 main:574] : INFO : Epoch 1630 | loss: 0.0312133 | val_loss: 0.0312126 | Time: 5569.6 ms [2022-04-11 03:28:35 main:574] : INFO : Epoch 1631 | loss: 0.0312115 | val_loss: 0.0312133 | Time: 5591.99 ms [2022-04-11 03:28:40 main:574] : INFO : Epoch 1632 | loss: 0.0312123 | val_loss: 0.0312152 | Time: 5656 ms [2022-04-11 03:28:46 main:574] : INFO : Epoch 1633 | loss: 0.0312133 | val_loss: 0.0312153 | Time: 5530.7 ms [2022-04-11 03:28:51 main:574] : INFO : Epoch 1634 | loss: 0.0312123 | val_loss: 0.0312168 | Time: 5544.26 ms [2022-04-11 03:28:57 main:574] : INFO : Epoch 1635 | loss: 0.0312133 | val_loss: 0.0312169 | Time: 5412.57 ms [2022-04-11 03:29:03 main:574] : INFO : Epoch 1636 | loss: 0.0312139 | val_loss: 0.0312127 | Time: 5654.66 ms [2022-04-11 03:29:08 main:574] : INFO : Epoch 1637 | loss: 0.0312116 | val_loss: 0.0312122 | Time: 5530.74 ms [2022-04-11 03:29:13 main:574] : INFO : Epoch 1638 | loss: 0.0312129 | val_loss: 0.0312126 | Time: 5400.37 ms [2022-04-11 03:29:19 main:574] : INFO : Epoch 1639 | loss: 0.0312109 | val_loss: 0.0312171 | Time: 5546.82 ms [2022-04-11 03:29:25 main:574] : INFO : Epoch 1640 | loss: 0.0312162 | val_loss: 0.0312138 | Time: 5482.77 ms [2022-04-11 03:29:30 main:574] : INFO : Epoch 1641 | loss: 0.0312103 | val_loss: 0.0312102 | Time: 5492.16 ms [2022-04-11 03:29:36 main:574] : INFO : Epoch 1642 | loss: 0.0312109 | val_loss: 0.031216 | Time: 5468.05 ms [2022-04-11 03:29:41 main:574] : INFO : Epoch 1643 | loss: 0.0312095 | val_loss: 0.031215 | Time: 5735.96 ms [2022-04-11 03:29:47 main:574] : INFO : Epoch 1644 | loss: 0.0312098 | val_loss: 0.031212 | Time: 5422.49 ms [2022-04-11 03:29:52 main:574] : INFO : Epoch 1645 | loss: 0.0312074 | val_loss: 0.0312094 | Time: 5584.09 ms [2022-04-11 03:29:58 main:574] : INFO : Epoch 1646 | loss: 0.0312076 | val_loss: 0.0312112 | Time: 5576.9 ms [2022-04-11 03:30:04 main:574] : INFO : Epoch 1647 | loss: 0.0312092 | val_loss: 0.0312144 | Time: 5615.46 ms [2022-04-11 03:30:09 main:574] : INFO : Epoch 1648 | loss: 0.0312099 | val_loss: 0.0312108 | Time: 5629.61 ms [2022-04-11 03:30:15 main:574] : INFO : Epoch 1649 | loss: 0.031208 | val_loss: 0.0312103 | Time: 5532.77 ms [2022-04-11 03:30:20 main:574] : INFO : Epoch 1650 | loss: 0.0312133 | val_loss: 0.0312119 | Time: 5528.67 ms [2022-04-11 03:30:26 main:574] : INFO : Epoch 1651 | loss: 0.0312089 | val_loss: 0.0312094 | Time: 5567.26 ms [2022-04-11 03:30:31 main:574] : INFO : Epoch 1652 | loss: 0.0312082 | val_loss: 0.0312116 | Time: 5547.9 ms [2022-04-11 03:30:37 main:574] : INFO : Epoch 1653 | loss: 0.0312092 | val_loss: 0.0312106 | Time: 5557.69 ms [2022-04-11 03:30:43 main:574] : INFO : Epoch 1654 | loss: 0.0312085 | val_loss: 0.0312094 | Time: 5504.35 ms [2022-04-11 03:30:48 main:574] : INFO : Epoch 1655 | loss: 0.031208 | val_loss: 0.0312116 | Time: 5678.98 ms [2022-04-11 03:30:54 main:574] : INFO : Epoch 1656 | loss: 0.0312077 | val_loss: 0.0312114 | Time: 5554.58 ms [2022-04-11 03:30:59 main:574] : INFO : Epoch 1657 | loss: 0.0312084 | val_loss: 0.031209 | Time: 5418.57 ms [2022-04-11 03:31:05 main:574] : INFO : Epoch 1658 | loss: 0.0312074 | val_loss: 0.0312099 | Time: 5561.39 ms [2022-04-11 03:31:10 main:574] : INFO : Epoch 1659 | loss: 0.0312081 | val_loss: 0.0312164 | Time: 5556.83 ms [2022-04-11 03:31:16 main:574] : INFO : Epoch 1660 | loss: 0.031209 | val_loss: 0.0312165 | Time: 5613.25 ms [2022-04-11 03:31:22 main:574] : INFO : Epoch 1661 | loss: 0.0312122 | val_loss: 0.0312201 | Time: 5540.35 ms [2022-04-11 03:31:27 main:574] : INFO : Epoch 1662 | loss: 0.0312104 | val_loss: 0.0312098 | Time: 5476.3 ms [2022-04-11 03:31:33 main:574] : INFO : Epoch 1663 | loss: 0.0312078 | val_loss: 0.0312114 | Time: 5646.9 ms [2022-04-11 03:31:38 main:574] : INFO : Epoch 1664 | loss: 0.0312087 | val_loss: 0.0312106 | Time: 5455.46 ms [2022-04-11 03:31:44 main:574] : INFO : Epoch 1665 | loss: 0.0312084 | val_loss: 0.0312101 | Time: 5671.17 ms [2022-04-11 03:31:49 main:574] : INFO : Epoch 1666 | loss: 0.0312076 | val_loss: 0.0312114 | Time: 5437.47 ms [2022-04-11 03:31:55 main:574] : INFO : Epoch 1667 | loss: 0.0312075 | val_loss: 0.0312097 | Time: 5701.63 ms [2022-04-11 03:32:00 main:574] : INFO : Epoch 1668 | loss: 0.0312068 | val_loss: 0.0312092 | Time: 5505.54 ms [2022-04-11 03:32:06 main:574] : INFO : Epoch 1669 | loss: 0.0312092 | val_loss: 0.0312089 | Time: 5559.54 ms [2022-04-11 03:32:12 main:574] : INFO : Epoch 1670 | loss: 0.0312095 | val_loss: 0.031209 | Time: 5555.84 ms [2022-04-11 03:32:17 main:574] : INFO : Epoch 1671 | loss: 0.0312082 | val_loss: 0.0312101 | Time: 5363.25 ms [2022-04-11 03:32:23 main:574] : INFO : Epoch 1672 | loss: 0.031208 | val_loss: 0.031212 | Time: 5529.67 ms [2022-04-11 03:32:28 main:574] : INFO : Epoch 1673 | loss: 0.0312073 | val_loss: 0.0312096 | Time: 5444.87 ms [2022-04-11 03:32:34 main:574] : INFO : Epoch 1674 | loss: 0.0312066 | val_loss: 0.0312102 | Time: 5541.65 ms [2022-04-11 03:32:39 main:574] : INFO : Epoch 1675 | loss: 0.0312076 | val_loss: 0.0312087 | Time: 5426.38 ms [2022-04-11 03:32:54 main:574] : INFO : Epoch 1676 | loss: 0.0312078 | val_loss: 0.0312097 | Time: 15479.9 ms [2022-04-11 03:33:00 main:574] : INFO : Epoch 1677 | loss: 0.0312086 | val_loss: 0.0312094 | Time: 5632.47 ms [2022-04-11 03:33:06 main:574] : INFO : Epoch 1678 | loss: 0.0312073 | val_loss: 0.0312128 | Time: 5663.82 ms [2022-04-11 03:33:11 main:574] : INFO : Epoch 1679 | loss: 0.0312072 | val_loss: 0.0312098 | Time: 5521.32 ms [2022-04-11 03:33:17 main:574] : INFO : Epoch 1680 | loss: 0.0312081 | val_loss: 0.0312115 | Time: 5512.16 ms [2022-04-11 03:33:23 main:574] : INFO : Epoch 1681 | loss: 0.0312074 | val_loss: 0.0312096 | Time: 5719.7 ms [2022-04-11 03:33:28 main:574] : INFO : Epoch 1682 | loss: 0.0312074 | val_loss: 0.0312092 | Time: 5593.7 ms [2022-04-11 03:33:34 main:574] : INFO : Epoch 1683 | loss: 0.0312071 | val_loss: 0.0312095 | Time: 5548.29 ms [2022-04-11 03:33:39 main:574] : INFO : Epoch 1684 | loss: 0.0312078 | val_loss: 0.0312097 | Time: 5667.64 ms [2022-04-11 03:33:45 main:574] : INFO : Epoch 1685 | loss: 0.0312077 | val_loss: 0.0312119 | Time: 5505.2 ms [2022-04-11 03:33:51 main:574] : INFO : Epoch 1686 | loss: 0.0312109 | val_loss: 0.0312095 | Time: 5574.02 ms [2022-04-11 03:33:56 main:574] : INFO : Epoch 1687 | loss: 0.0312069 | val_loss: 0.0312141 | Time: 5675.65 ms [2022-04-11 03:34:02 main:574] : INFO : Epoch 1688 | loss: 0.0312066 | val_loss: 0.0312086 | Time: 5541.45 ms [2022-04-11 03:34:07 main:574] : INFO : Epoch 1689 | loss: 0.031207 | val_loss: 0.0312095 | Time: 5605.08 ms [2022-04-11 03:34:13 main:574] : INFO : Epoch 1690 | loss: 0.0312093 | val_loss: 0.0312117 | Time: 5481.93 ms [2022-04-11 03:34:18 main:574] : INFO : Epoch 1691 | loss: 0.0312085 | val_loss: 0.0312093 | Time: 5455.71 ms [2022-04-11 03:34:24 main:574] : INFO : Epoch 1692 | loss: 0.0312085 | val_loss: 0.0312084 | Time: 5501.81 ms [2022-04-11 03:34:29 main:574] : INFO : Epoch 1693 | loss: 0.0312068 | val_loss: 0.0312084 | Time: 5540.13 ms [2022-04-11 03:34:35 main:574] : INFO : Epoch 1694 | loss: 0.0312055 | val_loss: 0.0312101 | Time: 5561.88 ms [2022-04-11 03:34:41 main:574] : INFO : Epoch 1695 | loss: 0.0312065 | val_loss: 0.0312088 | Time: 5550.65 ms [2022-04-11 03:34:46 main:574] : INFO : Epoch 1696 | loss: 0.0312049 | val_loss: 0.0312082 | Time: 5652.61 ms [2022-04-11 03:34:52 main:574] : INFO : Epoch 1697 | loss: 0.0312048 | val_loss: 0.0312086 | Time: 5441.6 ms [2022-04-11 03:34:57 main:574] : INFO : Epoch 1698 | loss: 0.0312062 | val_loss: 0.0312091 | Time: 5428.59 ms [2022-04-11 03:35:03 main:574] : INFO : Epoch 1699 | loss: 0.031207 | val_loss: 0.0312107 | Time: 5483.67 ms [2022-04-11 03:35:08 main:574] : INFO : Epoch 1700 | loss: 0.0312075 | val_loss: 0.0312093 | Time: 5548.84 ms [2022-04-11 03:35:14 main:574] : INFO : Epoch 1701 | loss: 0.0312066 | val_loss: 0.0312109 | Time: 5522.82 ms [2022-04-11 03:35:19 main:574] : INFO : Epoch 1702 | loss: 0.0312068 | val_loss: 0.0312101 | Time: 5683.92 ms [2022-04-11 03:35:25 main:574] : INFO : Epoch 1703 | loss: 0.0312059 | val_loss: 0.0312086 | Time: 5578.28 ms [2022-04-11 03:35:31 main:574] : INFO : Epoch 1704 | loss: 0.0312085 | val_loss: 0.0312098 | Time: 5637.98 ms [2022-04-11 03:35:36 main:574] : INFO : Epoch 1705 | loss: 0.0312041 | val_loss: 0.0312096 | Time: 5542.55 ms [2022-04-11 03:35:42 main:574] : INFO : Epoch 1706 | loss: 0.0312063 | val_loss: 0.0312101 | Time: 5532.78 ms [2022-04-11 03:35:47 main:574] : INFO : Epoch 1707 | loss: 0.0312051 | val_loss: 0.0312104 | Time: 5600.33 ms [2022-04-11 03:35:53 main:574] : INFO : Epoch 1708 | loss: 0.0312086 | val_loss: 0.0312121 | Time: 5500.66 ms [2022-04-11 03:35:58 main:574] : INFO : Epoch 1709 | loss: 0.0312075 | val_loss: 0.031212 | Time: 5519.85 ms [2022-04-11 03:36:04 main:574] : INFO : Epoch 1710 | loss: 0.0312101 | val_loss: 0.0312103 | Time: 5701.01 ms [2022-04-11 03:36:10 main:574] : INFO : Epoch 1711 | loss: 0.0312055 | val_loss: 0.0312083 | Time: 5566.18 ms [2022-04-11 03:36:15 main:574] : INFO : Epoch 1712 | loss: 0.0312045 | val_loss: 0.0312096 | Time: 5642.49 ms [2022-04-11 03:36:21 main:574] : INFO : Epoch 1713 | loss: 0.0312054 | val_loss: 0.0312091 | Time: 5655.08 ms [2022-04-11 03:36:27 main:574] : INFO : Epoch 1714 | loss: 0.0312045 | val_loss: 0.0312103 | Time: 5624.55 ms [2022-04-11 03:36:32 main:574] : INFO : Epoch 1715 | loss: 0.0312052 | val_loss: 0.0312084 | Time: 5397.3 ms [2022-04-11 03:36:38 main:574] : INFO : Epoch 1716 | loss: 0.0312069 | val_loss: 0.0312104 | Time: 5529.44 ms [2022-04-11 03:36:43 main:574] : INFO : Epoch 1717 | loss: 0.0312049 | val_loss: 0.0312086 | Time: 5575.11 ms [2022-04-11 03:36:49 main:574] : INFO : Epoch 1718 | loss: 0.0312049 | val_loss: 0.0312102 | Time: 5502.13 ms [2022-04-11 03:36:54 main:574] : INFO : Epoch 1719 | loss: 0.0312066 | val_loss: 0.0312108 | Time: 5451.65 ms [2022-04-11 03:37:00 main:574] : INFO : Epoch 1720 | loss: 0.0312075 | val_loss: 0.0312122 | Time: 5548.71 ms [2022-04-11 03:37:05 main:574] : INFO : Epoch 1721 | loss: 0.0312097 | val_loss: 0.0312184 | Time: 5489.34 ms [2022-04-11 03:37:11 main:574] : INFO : Epoch 1722 | loss: 0.0312147 | val_loss: 0.0312149 | Time: 5623.55 ms [2022-04-11 03:37:16 main:574] : INFO : Epoch 1723 | loss: 0.0312102 | val_loss: 0.0312088 | Time: 5507.49 ms [2022-04-11 03:37:22 main:574] : INFO : Epoch 1724 | loss: 0.0312081 | val_loss: 0.0312084 | Time: 5645.59 ms [2022-04-11 03:37:28 main:574] : INFO : Epoch 1725 | loss: 0.0312072 | val_loss: 0.0312099 | Time: 5533.65 ms [2022-04-11 03:37:33 main:574] : INFO : Epoch 1726 | loss: 0.0312072 | val_loss: 0.0312075 | Time: 5638.14 ms [2022-04-11 03:37:39 main:574] : INFO : Epoch 1727 | loss: 0.0312062 | val_loss: 0.0312073 | Time: 5792.76 ms [2022-04-11 03:37:45 main:574] : INFO : Epoch 1728 | loss: 0.0312057 | val_loss: 0.0312082 | Time: 5447.04 ms [2022-04-11 03:37:50 main:574] : INFO : Epoch 1729 | loss: 0.0312078 | val_loss: 0.0312073 | Time: 5572.87 ms [2022-04-11 03:37:56 main:574] : INFO : Epoch 1730 | loss: 0.0312062 | val_loss: 0.0312069 | Time: 5527.46 ms [2022-04-11 03:38:01 main:574] : INFO : Epoch 1731 | loss: 0.0312071 | val_loss: 0.0312097 | Time: 5590.52 ms [2022-04-11 03:38:07 main:574] : INFO : Epoch 1732 | loss: 0.0312071 | val_loss: 0.0312085 | Time: 5511.13 ms [2022-04-11 03:38:13 main:574] : INFO : Epoch 1733 | loss: 0.0312057 | val_loss: 0.0312083 | Time: 5702.41 ms [2022-04-11 03:38:18 main:574] : INFO : Epoch 1734 | loss: 0.0312056 | val_loss: 0.0312089 | Time: 5453.09 ms [2022-04-11 03:38:24 main:574] : INFO : Epoch 1735 | loss: 0.0312069 | val_loss: 0.0312137 | Time: 5530.92 ms [2022-04-11 03:38:29 main:574] : INFO : Epoch 1736 | loss: 0.0312071 | val_loss: 0.03121 | Time: 5583.91 ms [2022-04-11 03:38:35 main:574] : INFO : Epoch 1737 | loss: 0.0312053 | val_loss: 0.0312077 | Time: 5553.64 ms [2022-04-11 03:38:40 main:574] : INFO : Epoch 1738 | loss: 0.031205 | val_loss: 0.0312076 | Time: 5649.02 ms [2022-04-11 03:38:46 main:574] : INFO : Epoch 1739 | loss: 0.0312049 | val_loss: 0.0312089 | Time: 5605.64 ms [2022-04-11 03:38:52 main:574] : INFO : Epoch 1740 | loss: 0.0312081 | val_loss: 0.0312173 | Time: 5640.88 ms [2022-04-11 03:38:57 main:574] : INFO : Epoch 1741 | loss: 0.0312069 | val_loss: 0.0312102 | Time: 5506.38 ms [2022-04-11 03:39:03 main:574] : INFO : Epoch 1742 | loss: 0.0312067 | val_loss: 0.0312082 | Time: 5590.11 ms [2022-04-11 03:39:08 main:574] : INFO : Epoch 1743 | loss: 0.0312057 | val_loss: 0.031209 | Time: 5498.47 ms [2022-04-11 03:39:14 main:574] : INFO : Epoch 1744 | loss: 0.0312045 | val_loss: 0.031207 | Time: 5644.54 ms [2022-04-11 03:39:20 main:574] : INFO : Epoch 1745 | loss: 0.0312037 | val_loss: 0.031207 | Time: 5640.26 ms [2022-04-11 03:39:25 main:574] : INFO : Epoch 1746 | loss: 0.0312043 | val_loss: 0.0312091 | Time: 5646.43 ms [2022-04-11 03:39:31 main:574] : INFO : Epoch 1747 | loss: 0.0312041 | val_loss: 0.031208 | Time: 5661.63 ms [2022-04-11 03:39:37 main:574] : INFO : Epoch 1748 | loss: 0.0312051 | val_loss: 0.031212 | Time: 5551.33 ms [2022-04-11 03:39:42 main:574] : INFO : Epoch 1749 | loss: 0.0312063 | val_loss: 0.0312052 | Time: 5790.14 ms [2022-04-11 03:39:48 main:574] : INFO : Epoch 1750 | loss: 0.0312064 | val_loss: 0.0312078 | Time: 5511.99 ms [2022-04-11 03:39:54 main:574] : INFO : Epoch 1751 | loss: 0.0312054 | val_loss: 0.0312068 | Time: 5612.73 ms [2022-04-11 03:39:59 main:574] : INFO : Epoch 1752 | loss: 0.0312053 | val_loss: 0.0312118 | Time: 5534.15 ms [2022-04-11 03:40:05 main:574] : INFO : Epoch 1753 | loss: 0.0312051 | val_loss: 0.0312057 | Time: 5596.74 ms [2022-04-11 03:40:10 main:574] : INFO : Epoch 1754 | loss: 0.0312048 | val_loss: 0.0312094 | Time: 5485.97 ms [2022-04-11 03:40:16 main:574] : INFO : Epoch 1755 | loss: 0.0312028 | val_loss: 0.0312067 | Time: 5614.91 ms [2022-04-11 03:40:21 main:574] : INFO : Epoch 1756 | loss: 0.0312037 | val_loss: 0.0312084 | Time: 5530.92 ms [2022-04-11 03:40:27 main:574] : INFO : Epoch 1757 | loss: 0.0312041 | val_loss: 0.0312061 | Time: 5453.72 ms [2022-04-11 03:40:32 main:574] : INFO : Epoch 1758 | loss: 0.0312033 | val_loss: 0.0312055 | Time: 5592.1 ms [2022-04-11 03:40:38 main:574] : INFO : Epoch 1759 | loss: 0.0312032 | val_loss: 0.0312057 | Time: 5647.01 ms [2022-04-11 03:40:44 main:574] : INFO : Epoch 1760 | loss: 0.031203 | val_loss: 0.0312053 | Time: 5654.81 ms [2022-04-11 03:40:49 main:574] : INFO : Epoch 1761 | loss: 0.0312032 | val_loss: 0.0312077 | Time: 5571.54 ms [2022-04-11 03:40:55 main:574] : INFO : Epoch 1762 | loss: 0.0312082 | val_loss: 0.031209 | Time: 5742.96 ms [2022-04-11 03:41:01 main:574] : INFO : Epoch 1763 | loss: 0.0312075 | val_loss: 0.0312086 | Time: 5499.57 ms [2022-04-11 03:41:06 main:574] : INFO : Epoch 1764 | loss: 0.0312073 | val_loss: 0.0312101 | Time: 5589.31 ms [2022-04-11 03:41:12 main:574] : INFO : Epoch 1765 | loss: 0.0312057 | val_loss: 0.0312086 | Time: 5534.77 ms [2022-04-11 03:41:17 main:574] : INFO : Epoch 1766 | loss: 0.0312053 | val_loss: 0.031209 | Time: 5593.93 ms [2022-04-11 03:41:23 main:574] : INFO : Epoch 1767 | loss: 0.0312051 | val_loss: 0.0312089 | Time: 5524.89 ms [2022-04-11 03:41:28 main:574] : INFO : Epoch 1768 | loss: 0.031205 | val_loss: 0.031211 | Time: 5578.04 ms [2022-04-11 03:41:34 main:574] : INFO : Epoch 1769 | loss: 0.0312051 | val_loss: 0.0312069 | Time: 5568.14 ms [2022-04-11 03:41:39 main:574] : INFO : Epoch 1770 | loss: 0.0312055 | val_loss: 0.0312148 | Time: 5443.69 ms [2022-04-11 03:41:45 main:574] : INFO : Epoch 1771 | loss: 0.0312062 | val_loss: 0.031208 | Time: 5528.33 ms [2022-04-11 03:41:51 main:574] : INFO : Epoch 1772 | loss: 0.0312058 | val_loss: 0.0312097 | Time: 5573 ms [2022-04-11 03:41:56 main:574] : INFO : Epoch 1773 | loss: 0.0312067 | val_loss: 0.0312087 | Time: 5678.57 ms [2022-04-11 03:42:02 main:574] : INFO : Epoch 1774 | loss: 0.0312045 | val_loss: 0.0312075 | Time: 5469.08 ms [2022-04-11 03:42:07 main:574] : INFO : Epoch 1775 | loss: 0.0312042 | val_loss: 0.0312103 | Time: 5587.06 ms [2022-04-11 03:42:13 main:574] : INFO : Epoch 1776 | loss: 0.0312046 | val_loss: 0.031208 | Time: 5609.89 ms [2022-04-11 03:42:19 main:574] : INFO : Epoch 1777 | loss: 0.0312044 | val_loss: 0.0312076 | Time: 5596.51 ms [2022-04-11 03:42:24 main:574] : INFO : Epoch 1778 | loss: 0.0312061 | val_loss: 0.0312084 | Time: 5590.12 ms [2022-04-11 03:42:30 main:574] : INFO : Epoch 1779 | loss: 0.0312046 | val_loss: 0.0312084 | Time: 5655.06 ms [2022-04-11 03:42:36 main:574] : INFO : Epoch 1780 | loss: 0.0312035 | val_loss: 0.031208 | Time: 5630.24 ms [2022-04-11 03:42:41 main:574] : INFO : Epoch 1781 | loss: 0.031203 | val_loss: 0.0312078 | Time: 5500.68 ms [2022-04-11 03:42:47 main:574] : INFO : Epoch 1782 | loss: 0.0312029 | val_loss: 0.0312079 | Time: 5636.36 ms [2022-04-11 03:42:52 main:574] : INFO : Epoch 1783 | loss: 0.0312034 | val_loss: 0.0312095 | Time: 5541.73 ms [2022-04-11 03:42:58 main:574] : INFO : Epoch 1784 | loss: 0.031203 | val_loss: 0.0312086 | Time: 5523.09 ms [2022-04-11 03:43:03 main:574] : INFO : Epoch 1785 | loss: 0.031203 | val_loss: 0.0312081 | Time: 5580.29 ms [2022-04-11 03:43:09 main:574] : INFO : Epoch 1786 | loss: 0.0312076 | val_loss: 0.031211 | Time: 5614.41 ms [2022-04-11 03:43:15 main:574] : INFO : Epoch 1787 | loss: 0.0312072 | val_loss: 0.0312102 | Time: 5565.02 ms [2022-04-11 03:43:20 main:574] : INFO : Epoch 1788 | loss: 0.031206 | val_loss: 0.0312094 | Time: 5649.65 ms [2022-04-11 03:43:26 main:574] : INFO : Epoch 1789 | loss: 0.0312053 | val_loss: 0.0312092 | Time: 5642.29 ms [2022-04-11 03:43:31 main:574] : INFO : Epoch 1790 | loss: 0.0312057 | val_loss: 0.0312095 | Time: 5512.6 ms [2022-04-11 03:43:37 main:574] : INFO : Epoch 1791 | loss: 0.0312044 | val_loss: 0.0312086 | Time: 5796.54 ms [2022-04-11 03:43:43 main:574] : INFO : Epoch 1792 | loss: 0.0312045 | val_loss: 0.0312087 | Time: 5499.38 ms [2022-04-11 03:43:48 main:574] : INFO : Epoch 1793 | loss: 0.0312043 | val_loss: 0.0312078 | Time: 5698.79 ms [2022-04-11 03:43:54 main:574] : INFO : Epoch 1794 | loss: 0.0312053 | val_loss: 0.0312128 | Time: 5530.9 ms [2022-04-11 03:44:00 main:574] : INFO : Epoch 1795 | loss: 0.0312081 | val_loss: 0.0312106 | Time: 5556.13 ms [2022-04-11 03:44:05 main:574] : INFO : Epoch 1796 | loss: 0.0312077 | val_loss: 0.0312132 | Time: 5679.17 ms [2022-04-11 03:44:11 main:574] : INFO : Epoch 1797 | loss: 0.0312066 | val_loss: 0.0312117 | Time: 5674.43 ms [2022-04-11 03:44:16 main:574] : INFO : Epoch 1798 | loss: 0.0312065 | val_loss: 0.03121 | Time: 5482.66 ms [2022-04-11 03:44:22 main:574] : INFO : Epoch 1799 | loss: 0.0312064 | val_loss: 0.0312105 | Time: 5658.54 ms [2022-04-11 03:44:28 main:574] : INFO : Epoch 1800 | loss: 0.031206 | val_loss: 0.0312108 | Time: 5595.34 ms [2022-04-11 03:44:33 main:574] : INFO : Epoch 1801 | loss: 0.0312044 | val_loss: 0.0312067 | Time: 5555.92 ms [2022-04-11 03:44:39 main:574] : INFO : Epoch 1802 | loss: 0.0312043 | val_loss: 0.0312099 | Time: 5566.19 ms [2022-04-11 03:44:44 main:574] : INFO : Epoch 1803 | loss: 0.0312062 | val_loss: 0.031209 | Time: 5445.6 ms [2022-04-11 03:44:50 main:574] : INFO : Epoch 1804 | loss: 0.0312046 | val_loss: 0.0312083 | Time: 5559.01 ms [2022-04-11 03:44:55 main:574] : INFO : Epoch 1805 | loss: 0.0312069 | val_loss: 0.0312075 | Time: 5456.58 ms [2022-04-11 03:45:01 main:574] : INFO : Epoch 1806 | loss: 0.0312055 | val_loss: 0.0312073 | Time: 5598.91 ms [2022-04-11 03:45:07 main:574] : INFO : Epoch 1807 | loss: 0.0312053 | val_loss: 0.0312072 | Time: 5589.37 ms [2022-04-11 03:45:12 main:574] : INFO : Epoch 1808 | loss: 0.0312065 | val_loss: 0.0312086 | Time: 5635.07 ms [2022-04-11 03:45:18 main:574] : INFO : Epoch 1809 | loss: 0.0312074 | val_loss: 0.0312082 | Time: 5585.89 ms [2022-04-11 03:45:23 main:574] : INFO : Epoch 1810 | loss: 0.0312058 | val_loss: 0.0312074 | Time: 5510.06 ms [2022-04-11 03:45:29 main:574] : INFO : Epoch 1811 | loss: 0.0312075 | val_loss: 0.0312156 | Time: 5509.46 ms [2022-04-11 03:45:34 main:574] : INFO : Epoch 1812 | loss: 0.0312121 | val_loss: 0.0312154 | Time: 5563.29 ms [2022-04-11 03:45:40 main:574] : INFO : Epoch 1813 | loss: 0.0312138 | val_loss: 0.0312126 | Time: 5496.76 ms [2022-04-11 03:45:46 main:574] : INFO : Epoch 1814 | loss: 0.0312112 | val_loss: 0.0312116 | Time: 5598.94 ms [2022-04-11 03:45:51 main:574] : INFO : Epoch 1815 | loss: 0.0312118 | val_loss: 0.0312108 | Time: 5513.83 ms [2022-04-11 03:45:57 main:574] : INFO : Epoch 1816 | loss: 0.0312116 | val_loss: 0.0312108 | Time: 5596.63 ms [2022-04-11 03:46:02 main:574] : INFO : Epoch 1817 | loss: 0.0312101 | val_loss: 0.0312107 | Time: 5439.39 ms [2022-04-11 03:46:08 main:574] : INFO : Epoch 1818 | loss: 0.031209 | val_loss: 0.0312107 | Time: 5545.94 ms [2022-04-11 03:46:13 main:574] : INFO : Epoch 1819 | loss: 0.0312095 | val_loss: 0.031209 | Time: 5564.09 ms [2022-04-11 03:46:19 main:574] : INFO : Epoch 1820 | loss: 0.0312098 | val_loss: 0.0312088 | Time: 5533.79 ms [2022-04-11 03:46:25 main:574] : INFO : Epoch 1821 | loss: 0.031207 | val_loss: 0.0312084 | Time: 5750.77 ms [2022-04-11 03:46:30 main:574] : INFO : Epoch 1822 | loss: 0.0312074 | val_loss: 0.0312083 | Time: 5612.18 ms [2022-04-11 03:46:36 main:574] : INFO : Epoch 1823 | loss: 0.0312068 | val_loss: 0.0312085 | Time: 5608.54 ms [2022-04-11 03:46:42 main:574] : INFO : Epoch 1824 | loss: 0.0312067 | val_loss: 0.0312071 | Time: 5691.11 ms [2022-04-11 03:46:47 main:574] : INFO : Epoch 1825 | loss: 0.0312066 | val_loss: 0.0312118 | Time: 5583.28 ms [2022-04-11 03:46:53 main:574] : INFO : Epoch 1826 | loss: 0.0312078 | val_loss: 0.0312077 | Time: 5585.44 ms [2022-04-11 03:46:58 main:574] : INFO : Epoch 1827 | loss: 0.0312087 | val_loss: 0.0312082 | Time: 5653.44 ms [2022-04-11 03:47:04 main:574] : INFO : Epoch 1828 | loss: 0.0312079 | val_loss: 0.0312122 | Time: 5588.14 ms [2022-04-11 03:47:10 main:574] : INFO : Epoch 1829 | loss: 0.0312062 | val_loss: 0.0312077 | Time: 5696.48 ms [2022-04-11 03:47:15 main:574] : INFO : Epoch 1830 | loss: 0.0312078 | val_loss: 0.0312091 | Time: 5489.19 ms [2022-04-11 03:47:21 main:574] : INFO : Epoch 1831 | loss: 0.0312077 | val_loss: 0.0312088 | Time: 5630.03 ms [2022-04-11 03:47:26 main:574] : INFO : Epoch 1832 | loss: 0.0312069 | val_loss: 0.0312089 | Time: 5542.79 ms [2022-04-11 03:47:32 main:574] : INFO : Epoch 1833 | loss: 0.0312066 | val_loss: 0.0312081 | Time: 5684.22 ms [2022-04-11 03:47:38 main:574] : INFO : Epoch 1834 | loss: 0.0312059 | val_loss: 0.0312082 | Time: 5599.41 ms [2022-04-11 03:47:43 main:574] : INFO : Epoch 1835 | loss: 0.0312073 | val_loss: 0.0312145 | Time: 5579.86 ms [2022-04-11 03:47:49 main:574] : INFO : Epoch 1836 | loss: 0.0312079 | val_loss: 0.0312098 | Time: 5561.12 ms [2022-04-11 03:48:05 main:574] : INFO : Epoch 1837 | loss: 0.031207 | val_loss: 0.0312091 | Time: 15816.6 ms [2022-04-11 03:48:10 main:574] : INFO : Epoch 1838 | loss: 0.0312061 | val_loss: 0.0312095 | Time: 5591.18 ms [2022-04-11 03:48:16 main:574] : INFO : Epoch 1839 | loss: 0.0312071 | val_loss: 0.0312124 | Time: 5611.27 ms [2022-04-11 03:48:22 main:574] : INFO : Epoch 1840 | loss: 0.031206 | val_loss: 0.0312094 | Time: 5598.12 ms [2022-04-11 03:48:27 main:574] : INFO : Epoch 1841 | loss: 0.0312058 | val_loss: 0.0312088 | Time: 5666.57 ms [2022-04-11 03:48:33 main:574] : INFO : Epoch 1842 | loss: 0.0312058 | val_loss: 0.0312115 | Time: 5647.39 ms [2022-04-11 03:48:39 main:574] : INFO : Epoch 1843 | loss: 0.031207 | val_loss: 0.0312077 | Time: 5648.27 ms [2022-04-11 03:48:44 main:574] : INFO : Epoch 1844 | loss: 0.0312057 | val_loss: 0.031208 | Time: 5534.47 ms [2022-04-11 03:48:50 main:574] : INFO : Epoch 1845 | loss: 0.0312057 | val_loss: 0.0312094 | Time: 5539.02 ms [2022-04-11 03:48:55 main:574] : INFO : Epoch 1846 | loss: 0.0312062 | val_loss: 0.0312081 | Time: 5557.91 ms [2022-04-11 03:49:01 main:574] : INFO : Epoch 1847 | loss: 0.031208 | val_loss: 0.0312132 | Time: 5493.62 ms [2022-04-11 03:49:06 main:574] : INFO : Epoch 1848 | loss: 0.0312083 | val_loss: 0.0312132 | Time: 5442.07 ms [2022-04-11 03:49:12 main:574] : INFO : Epoch 1849 | loss: 0.0312081 | val_loss: 0.0312075 | Time: 5596.69 ms [2022-04-11 03:49:17 main:574] : INFO : Epoch 1850 | loss: 0.0312057 | val_loss: 0.031209 | Time: 5676.32 ms [2022-04-11 03:49:23 main:574] : INFO : Epoch 1851 | loss: 0.031205 | val_loss: 0.0312079 | Time: 5596.74 ms [2022-04-11 03:49:29 main:574] : INFO : Epoch 1852 | loss: 0.0312048 | val_loss: 0.0312094 | Time: 5463.23 ms [2022-04-11 03:49:34 main:574] : INFO : Epoch 1853 | loss: 0.031205 | val_loss: 0.0312081 | Time: 5527.79 ms [2022-04-11 03:49:40 main:574] : INFO : Epoch 1854 | loss: 0.0312074 | val_loss: 0.0312082 | Time: 5479.84 ms [2022-04-11 03:49:45 main:574] : INFO : Epoch 1855 | loss: 0.0312062 | val_loss: 0.031212 | Time: 5714.73 ms [2022-04-11 03:49:51 main:574] : INFO : Epoch 1856 | loss: 0.0312065 | val_loss: 0.0312089 | Time: 5500.71 ms [2022-04-11 03:49:56 main:574] : INFO : Epoch 1857 | loss: 0.0312076 | val_loss: 0.0312231 | Time: 5528.46 ms [2022-04-11 03:50:02 main:574] : INFO : Epoch 1858 | loss: 0.0312362 | val_loss: 0.0312193 | Time: 5646.49 ms [2022-04-11 03:50:08 main:574] : INFO : Epoch 1859 | loss: 0.0312134 | val_loss: 0.0312134 | Time: 5547.59 ms [2022-04-11 03:50:13 main:574] : INFO : Epoch 1860 | loss: 0.0312093 | val_loss: 0.0312089 | Time: 5588.07 ms [2022-04-11 03:50:19 main:574] : INFO : Epoch 1861 | loss: 0.0312072 | val_loss: 0.0312088 | Time: 5485.23 ms [2022-04-11 03:50:24 main:574] : INFO : Epoch 1862 | loss: 0.0312062 | val_loss: 0.0312093 | Time: 5562.21 ms [2022-04-11 03:50:30 main:574] : INFO : Epoch 1863 | loss: 0.031206 | val_loss: 0.03121 | Time: 5523.01 ms [2022-04-11 03:50:35 main:574] : INFO : Epoch 1864 | loss: 0.0312067 | val_loss: 0.031211 | Time: 5544.34 ms [2022-04-11 03:50:41 main:574] : INFO : Epoch 1865 | loss: 0.031207 | val_loss: 0.0312106 | Time: 5487.38 ms [2022-04-11 03:50:47 main:574] : INFO : Epoch 1866 | loss: 0.0312056 | val_loss: 0.0312065 | Time: 5698.06 ms [2022-04-11 03:50:52 main:574] : INFO : Epoch 1867 | loss: 0.0312048 | val_loss: 0.0312072 | Time: 5763.27 ms [2022-04-11 03:50:58 main:574] : INFO : Epoch 1868 | loss: 0.0312064 | val_loss: 0.0312085 | Time: 5671.97 ms [2022-04-11 03:51:04 main:574] : INFO : Epoch 1869 | loss: 0.0312055 | val_loss: 0.0312072 | Time: 5634.33 ms [2022-04-11 03:51:09 main:574] : INFO : Epoch 1870 | loss: 0.0312047 | val_loss: 0.0312103 | Time: 5541.32 ms [2022-04-11 03:51:15 main:574] : INFO : Epoch 1871 | loss: 0.0312054 | val_loss: 0.0312074 | Time: 5473.48 ms [2022-04-11 03:51:20 main:574] : INFO : Epoch 1872 | loss: 0.0312068 | val_loss: 0.0312097 | Time: 5570.06 ms [2022-04-11 03:51:26 main:574] : INFO : Epoch 1873 | loss: 0.0312064 | val_loss: 0.0312093 | Time: 5729.49 ms [2022-04-11 03:51:32 main:574] : INFO : Epoch 1874 | loss: 0.0312054 | val_loss: 0.0312095 | Time: 5482.65 ms [2022-04-11 03:51:37 main:574] : INFO : Epoch 1875 | loss: 0.0312053 | val_loss: 0.0312081 | Time: 5535.34 ms [2022-04-11 03:51:43 main:574] : INFO : Epoch 1876 | loss: 0.0312057 | val_loss: 0.0312086 | Time: 5591.46 ms [2022-04-11 03:51:48 main:574] : INFO : Epoch 1877 | loss: 0.0312066 | val_loss: 0.0312109 | Time: 5595.93 ms [2022-04-11 03:51:54 main:574] : INFO : Epoch 1878 | loss: 0.0312069 | val_loss: 0.0312099 | Time: 5488.86 ms [2022-04-11 03:51:59 main:574] : INFO : Epoch 1879 | loss: 0.0312089 | val_loss: 0.0312185 | Time: 5680.54 ms [2022-04-11 03:52:05 main:574] : INFO : Epoch 1880 | loss: 0.0312077 | val_loss: 0.0312085 | Time: 5642.04 ms [2022-04-11 03:52:11 main:574] : INFO : Epoch 1881 | loss: 0.0312064 | val_loss: 0.0312077 | Time: 5637.11 ms [2022-04-11 03:52:16 main:574] : INFO : Epoch 1882 | loss: 0.0312055 | val_loss: 0.0312098 | Time: 5518.68 ms [2022-04-11 03:52:22 main:574] : INFO : Epoch 1883 | loss: 0.0312054 | val_loss: 0.0312082 | Time: 5538.27 ms [2022-04-11 03:52:28 main:574] : INFO : Epoch 1884 | loss: 0.0312067 | val_loss: 0.0312129 | Time: 5596 ms [2022-04-11 03:52:33 main:574] : INFO : Epoch 1885 | loss: 0.031206 | val_loss: 0.0312104 | Time: 5569.11 ms [2022-04-11 03:52:39 main:574] : INFO : Epoch 1886 | loss: 0.0312049 | val_loss: 0.0312103 | Time: 5588.71 ms [2022-04-11 03:52:44 main:574] : INFO : Epoch 1887 | loss: 0.0312047 | val_loss: 0.0312085 | Time: 5667.45 ms [2022-04-11 03:52:50 main:574] : INFO : Epoch 1888 | loss: 0.0312052 | val_loss: 0.0312098 | Time: 5598.22 ms [2022-04-11 03:52:56 main:574] : INFO : Epoch 1889 | loss: 0.0312052 | val_loss: 0.0312114 | Time: 5583.06 ms [2022-04-11 03:53:01 main:574] : INFO : Epoch 1890 | loss: 0.0312074 | val_loss: 0.0312133 | Time: 5575.67 ms [2022-04-11 03:53:07 main:574] : INFO : Epoch 1891 | loss: 0.0312062 | val_loss: 0.0312093 | Time: 5618.94 ms [2022-04-11 03:53:12 main:574] : INFO : Epoch 1892 | loss: 0.0312053 | val_loss: 0.0312108 | Time: 5564.55 ms [2022-04-11 03:53:18 main:574] : INFO : Epoch 1893 | loss: 0.0312043 | val_loss: 0.0312095 | Time: 5486.14 ms [2022-04-11 03:53:24 main:574] : INFO : Epoch 1894 | loss: 0.0312042 | val_loss: 0.031207 | Time: 5575.79 ms [2022-04-11 03:53:29 main:574] : INFO : Epoch 1895 | loss: 0.031204 | val_loss: 0.0312065 | Time: 5567.44 ms [2022-04-11 03:53:35 main:574] : INFO : Epoch 1896 | loss: 0.0312048 | val_loss: 0.0312082 | Time: 5657.74 ms [2022-04-11 03:53:40 main:574] : INFO : Epoch 1897 | loss: 0.0312052 | val_loss: 0.0312081 | Time: 5610.45 ms [2022-04-11 03:53:46 main:574] : INFO : Epoch 1898 | loss: 0.0312054 | val_loss: 0.0312138 | Time: 5572.45 ms [2022-04-11 03:53:52 main:574] : INFO : Epoch 1899 | loss: 0.0312052 | val_loss: 0.0312103 | Time: 5555.04 ms [2022-04-11 03:53:57 main:574] : INFO : Epoch 1900 | loss: 0.0312053 | val_loss: 0.0312089 | Time: 5543.21 ms [2022-04-11 03:54:03 main:574] : INFO : Epoch 1901 | loss: 0.031208 | val_loss: 0.0312114 | Time: 5511.8 ms [2022-04-11 03:54:08 main:574] : INFO : Epoch 1902 | loss: 0.0312052 | val_loss: 0.0312123 | Time: 5560.08 ms [2022-04-11 03:54:14 main:574] : INFO : Epoch 1903 | loss: 0.0312078 | val_loss: 0.0312103 | Time: 5612.4 ms [2022-04-11 03:54:20 main:574] : INFO : Epoch 1904 | loss: 0.0312077 | val_loss: 0.0312083 | Time: 5702.25 ms [2022-04-11 03:54:25 main:574] : INFO : Epoch 1905 | loss: 0.0312059 | val_loss: 0.0312083 | Time: 5898.79 ms [2022-04-11 03:54:31 main:574] : INFO : Epoch 1906 | loss: 0.0312064 | val_loss: 0.0312083 | Time: 5657.56 ms [2022-04-11 03:54:37 main:574] : INFO : Epoch 1907 | loss: 0.0312067 | val_loss: 0.0312076 | Time: 5503.57 ms [2022-04-11 03:54:42 main:574] : INFO : Epoch 1908 | loss: 0.0312055 | val_loss: 0.0312088 | Time: 5580.98 ms [2022-04-11 03:54:48 main:574] : INFO : Epoch 1909 | loss: 0.0312067 | val_loss: 0.0312108 | Time: 5414.92 ms [2022-04-11 03:54:53 main:574] : INFO : Epoch 1910 | loss: 0.0312087 | val_loss: 0.0312091 | Time: 5680.79 ms [2022-04-11 03:54:59 main:574] : INFO : Epoch 1911 | loss: 0.0312058 | val_loss: 0.0312161 | Time: 5647.57 ms [2022-04-11 03:55:05 main:574] : INFO : Epoch 1912 | loss: 0.0312108 | val_loss: 0.0312125 | Time: 5514.18 ms [2022-04-11 03:55:10 main:574] : INFO : Epoch 1913 | loss: 0.0312064 | val_loss: 0.0312069 | Time: 5551.39 ms [2022-04-11 03:55:16 main:574] : INFO : Epoch 1914 | loss: 0.031204 | val_loss: 0.0312073 | Time: 5558.48 ms [2022-04-11 03:55:21 main:574] : INFO : Epoch 1915 | loss: 0.0312037 | val_loss: 0.0312083 | Time: 5639.88 ms [2022-04-11 03:55:27 main:574] : INFO : Epoch 1916 | loss: 0.0312041 | val_loss: 0.0312068 | Time: 5583.19 ms [2022-04-11 03:55:33 main:574] : INFO : Epoch 1917 | loss: 0.0312044 | val_loss: 0.0312103 | Time: 5678.3 ms [2022-04-11 03:55:38 main:574] : INFO : Epoch 1918 | loss: 0.0312061 | val_loss: 0.0312141 | Time: 5639.39 ms [2022-04-11 03:55:44 main:574] : INFO : Epoch 1919 | loss: 0.0312044 | val_loss: 0.0312075 | Time: 5718.27 ms [2022-04-11 03:55:50 main:574] : INFO : Epoch 1920 | loss: 0.0312034 | val_loss: 0.0312082 | Time: 5542.38 ms [2022-04-11 03:55:55 main:574] : INFO : Epoch 1921 | loss: 0.0312038 | val_loss: 0.0312082 | Time: 5587.38 ms [2022-04-11 03:56:01 main:574] : INFO : Epoch 1922 | loss: 0.0312034 | val_loss: 0.0312069 | Time: 5567.34 ms [2022-04-11 03:56:06 main:574] : INFO : Epoch 1923 | loss: 0.0312033 | val_loss: 0.0312098 | Time: 5514.03 ms [2022-04-11 03:56:12 main:574] : INFO : Epoch 1924 | loss: 0.0312053 | val_loss: 0.0312094 | Time: 5657.92 ms [2022-04-11 03:56:18 main:574] : INFO : Epoch 1925 | loss: 0.0312035 | val_loss: 0.0312078 | Time: 5574.65 ms [2022-04-11 03:56:24 main:574] : INFO : Epoch 1926 | loss: 0.0312029 | val_loss: 0.0312098 | Time: 5897.05 ms [2022-04-11 03:56:29 main:574] : INFO : Epoch 1927 | loss: 0.0312038 | val_loss: 0.0312102 | Time: 5558.42 ms [2022-04-11 03:56:35 main:574] : INFO : Epoch 1928 | loss: 0.0312045 | val_loss: 0.0312076 | Time: 5701.57 ms [2022-04-11 03:56:40 main:574] : INFO : Epoch 1929 | loss: 0.0312031 | val_loss: 0.0312064 | Time: 5534.87 ms [2022-04-11 03:56:46 main:574] : INFO : Epoch 1930 | loss: 0.0312027 | val_loss: 0.0312089 | Time: 5561.6 ms [2022-04-11 03:56:51 main:574] : INFO : Epoch 1931 | loss: 0.031204 | val_loss: 0.0312094 | Time: 5457.05 ms [2022-04-11 03:56:57 main:574] : INFO : Epoch 1932 | loss: 0.0312036 | val_loss: 0.0312079 | Time: 5570.99 ms [2022-04-11 03:57:03 main:574] : INFO : Epoch 1933 | loss: 0.0312047 | val_loss: 0.0312077 | Time: 5669.01 ms [2022-04-11 03:57:09 main:574] : INFO : Epoch 1934 | loss: 0.0312036 | val_loss: 0.0312096 | Time: 6130.11 ms [2022-04-11 03:57:15 main:574] : INFO : Epoch 1935 | loss: 0.0312034 | val_loss: 0.0312075 | Time: 5984.49 ms [2022-04-11 03:57:21 main:574] : INFO : Epoch 1936 | loss: 0.0312031 | val_loss: 0.0312086 | Time: 5841.59 ms [2022-04-11 03:57:27 main:574] : INFO : Epoch 1937 | loss: 0.0312034 | val_loss: 0.0312081 | Time: 5787.19 ms [2022-04-11 03:57:32 main:574] : INFO : Epoch 1938 | loss: 0.0312028 | val_loss: 0.0312097 | Time: 5860.24 ms [2022-04-11 03:57:38 main:574] : INFO : Epoch 1939 | loss: 0.0312049 | val_loss: 0.0312151 | Time: 5902.36 ms [2022-04-11 03:57:44 main:574] : INFO : Epoch 1940 | loss: 0.0312052 | val_loss: 0.0312082 | Time: 5647.4 ms [2022-04-11 03:57:50 main:574] : INFO : Epoch 1941 | loss: 0.0312026 | val_loss: 0.0312116 | Time: 5577.63 ms [2022-04-11 03:57:55 main:574] : INFO : Epoch 1942 | loss: 0.031204 | val_loss: 0.0312096 | Time: 5498.09 ms [2022-04-11 03:58:01 main:574] : INFO : Epoch 1943 | loss: 0.0312042 | val_loss: 0.031207 | Time: 5594.49 ms [2022-04-11 03:58:06 main:574] : INFO : Epoch 1944 | loss: 0.0312021 | val_loss: 0.0312078 | Time: 5658.2 ms [2022-04-11 03:58:12 main:574] : INFO : Epoch 1945 | loss: 0.0312027 | val_loss: 0.0312097 | Time: 5541.84 ms [2022-04-11 03:58:18 main:574] : INFO : Epoch 1946 | loss: 0.0312036 | val_loss: 0.0312087 | Time: 5582.32 ms [2022-04-11 03:58:23 main:574] : INFO : Epoch 1947 | loss: 0.0312024 | val_loss: 0.0312084 | Time: 5624.31 ms [2022-04-11 03:58:29 main:574] : INFO : Epoch 1948 | loss: 0.0312018 | val_loss: 0.0312102 | Time: 5742.65 ms [2022-04-11 03:58:35 main:574] : INFO : Epoch 1949 | loss: 0.0312039 | val_loss: 0.0312085 | Time: 5610.16 ms [2022-04-11 03:58:40 main:574] : INFO : Epoch 1950 | loss: 0.0312012 | val_loss: 0.0312081 | Time: 5662.15 ms [2022-04-11 03:58:46 main:574] : INFO : Epoch 1951 | loss: 0.0312017 | val_loss: 0.0312082 | Time: 5666.18 ms [2022-04-11 03:58:52 main:574] : INFO : Epoch 1952 | loss: 0.0312022 | val_loss: 0.0312137 | Time: 5612.34 ms [2022-04-11 03:58:57 main:574] : INFO : Epoch 1953 | loss: 0.0312037 | val_loss: 0.0312128 | Time: 5622.05 ms [2022-04-11 03:59:03 main:574] : INFO : Epoch 1954 | loss: 0.0312018 | val_loss: 0.0312083 | Time: 5650.3 ms [2022-04-11 03:59:08 main:574] : INFO : Epoch 1955 | loss: 0.0312014 | val_loss: 0.0312085 | Time: 5501.03 ms [2022-04-11 03:59:14 main:574] : INFO : Epoch 1956 | loss: 0.0312022 | val_loss: 0.0312083 | Time: 5656.84 ms [2022-04-11 03:59:20 main:574] : INFO : Epoch 1957 | loss: 0.0312029 | val_loss: 0.0312091 | Time: 5566.28 ms [2022-04-11 03:59:25 main:574] : INFO : Epoch 1958 | loss: 0.0312019 | val_loss: 0.0312085 | Time: 5733.38 ms [2022-04-11 03:59:31 main:574] : INFO : Epoch 1959 | loss: 0.0312016 | val_loss: 0.0312127 | Time: 5614.08 ms [2022-04-11 03:59:37 main:574] : INFO : Epoch 1960 | loss: 0.0312021 | val_loss: 0.0312085 | Time: 5583.88 ms [2022-04-11 03:59:42 main:574] : INFO : Epoch 1961 | loss: 0.0312017 | val_loss: 0.0312079 | Time: 5581.71 ms [2022-04-11 03:59:48 main:574] : INFO : Epoch 1962 | loss: 0.0312008 | val_loss: 0.0312092 | Time: 5778.09 ms [2022-04-11 03:59:54 main:574] : INFO : Epoch 1963 | loss: 0.0312011 | val_loss: 0.0312101 | Time: 5577.82 ms [2022-04-11 03:59:59 main:574] : INFO : Epoch 1964 | loss: 0.0312023 | val_loss: 0.0312144 | Time: 5626.73 ms [2022-04-11 04:00:05 main:574] : INFO : Epoch 1965 | loss: 0.0312051 | val_loss: 0.031217 | Time: 5627.7 ms [2022-04-11 04:00:10 main:574] : INFO : Epoch 1966 | loss: 0.0312048 | val_loss: 0.0312073 | Time: 5628.77 ms [2022-04-11 04:00:16 main:574] : INFO : Epoch 1967 | loss: 0.0312039 | val_loss: 0.0312087 | Time: 5574.13 ms [2022-04-11 04:00:22 main:574] : INFO : Epoch 1968 | loss: 0.0312041 | val_loss: 0.0312083 | Time: 5543.52 ms [2022-04-11 04:00:27 main:574] : INFO : Epoch 1969 | loss: 0.0312043 | val_loss: 0.0312109 | Time: 5615.18 ms [2022-04-11 04:00:33 main:574] : INFO : Epoch 1970 | loss: 0.0312067 | val_loss: 0.0312133 | Time: 5593.88 ms [2022-04-11 04:00:38 main:574] : INFO : Epoch 1971 | loss: 0.0312053 | val_loss: 0.0312096 | Time: 5602.13 ms [2022-04-11 04:00:44 main:574] : INFO : Epoch 1972 | loss: 0.0312034 | val_loss: 0.0312091 | Time: 5481.53 ms [2022-04-11 04:00:50 main:574] : INFO : Epoch 1973 | loss: 0.0312018 | val_loss: 0.0312128 | Time: 5668.4 ms [2022-04-11 04:00:55 main:574] : INFO : Epoch 1974 | loss: 0.0312042 | val_loss: 0.0312095 | Time: 5600.9 ms [2022-04-11 04:01:01 main:574] : INFO : Epoch 1975 | loss: 0.0312024 | val_loss: 0.0312094 | Time: 5621.38 ms [2022-04-11 04:01:06 main:574] : INFO : Epoch 1976 | loss: 0.0312024 | val_loss: 0.0312086 | Time: 5614.2 ms [2022-04-11 04:01:12 main:574] : INFO : Epoch 1977 | loss: 0.0312025 | val_loss: 0.0312086 | Time: 5612.58 ms [2022-04-11 04:01:18 main:574] : INFO : Epoch 1978 | loss: 0.0312034 | val_loss: 0.0312091 | Time: 5635.96 ms [2022-04-11 04:01:23 main:574] : INFO : Epoch 1979 | loss: 0.0312028 | val_loss: 0.0312111 | Time: 5635.86 ms [2022-04-11 04:01:29 main:574] : INFO : Epoch 1980 | loss: 0.0312028 | val_loss: 0.0312075 | Time: 5571.24 ms [2022-04-11 04:01:35 main:574] : INFO : Epoch 1981 | loss: 0.0312024 | val_loss: 0.0312066 | Time: 5644.96 ms [2022-04-11 04:01:40 main:574] : INFO : Epoch 1982 | loss: 0.0312023 | val_loss: 0.0312098 | Time: 5669.15 ms [2022-04-11 04:01:46 main:574] : INFO : Epoch 1983 | loss: 0.0312024 | val_loss: 0.0312072 | Time: 5687.01 ms [2022-04-11 04:01:52 main:574] : INFO : Epoch 1984 | loss: 0.0312009 | val_loss: 0.0312065 | Time: 5648.57 ms [2022-04-11 04:01:57 main:574] : INFO : Epoch 1985 | loss: 0.0312008 | val_loss: 0.0312069 | Time: 5725 ms [2022-04-11 04:02:03 main:574] : INFO : Epoch 1986 | loss: 0.0312024 | val_loss: 0.0312067 | Time: 5681.21 ms [2022-04-11 04:02:09 main:574] : INFO : Epoch 1987 | loss: 0.0312009 | val_loss: 0.0312068 | Time: 5827.18 ms [2022-04-11 04:02:15 main:574] : INFO : Epoch 1988 | loss: 0.0312004 | val_loss: 0.0312088 | Time: 5635.8 ms [2022-04-11 04:02:20 main:574] : INFO : Epoch 1989 | loss: 0.0312006 | val_loss: 0.0312063 | Time: 5752.33 ms [2022-04-11 04:02:26 main:574] : INFO : Epoch 1990 | loss: 0.031201 | val_loss: 0.031213 | Time: 5713.61 ms [2022-04-11 04:02:32 main:574] : INFO : Epoch 1991 | loss: 0.031204 | val_loss: 0.0312115 | Time: 5766.79 ms [2022-04-11 04:02:38 main:574] : INFO : Epoch 1992 | loss: 0.0312019 | val_loss: 0.0312067 | Time: 5615.29 ms [2022-04-11 04:02:43 main:574] : INFO : Epoch 1993 | loss: 0.0312001 | val_loss: 0.031206 | Time: 5719.17 ms [2022-04-11 04:02:49 main:574] : INFO : Epoch 1994 | loss: 0.0312019 | val_loss: 0.031207 | Time: 5726.41 ms [2022-04-11 04:02:55 main:574] : INFO : Epoch 1995 | loss: 0.0312018 | val_loss: 0.0312062 | Time: 5690.19 ms [2022-04-11 04:03:01 main:574] : INFO : Epoch 1996 | loss: 0.0312005 | val_loss: 0.0312064 | Time: 5886.88 ms [2022-04-11 04:03:16 main:574] : INFO : Epoch 1997 | loss: 0.031201 | val_loss: 0.0312067 | Time: 15836.3 ms [2022-04-11 04:03:22 main:574] : INFO : Epoch 1998 | loss: 0.0312006 | val_loss: 0.0312095 | Time: 5611.72 ms [2022-04-11 04:03:28 main:574] : INFO : Epoch 1999 | loss: 0.0312023 | val_loss: 0.0312061 | Time: 5599.11 ms [2022-04-11 04:03:34 main:574] : INFO : Epoch 2000 | loss: 0.0312032 | val_loss: 0.0312071 | Time: 5779.15 ms [2022-04-11 04:03:39 main:574] : INFO : Epoch 2001 | loss: 0.031202 | val_loss: 0.0312073 | Time: 5568.34 ms [2022-04-11 04:03:45 main:574] : INFO : Epoch 2002 | loss: 0.0312016 | val_loss: 0.0312062 | Time: 5721.17 ms [2022-04-11 04:03:50 main:574] : INFO : Epoch 2003 | loss: 0.0312024 | val_loss: 0.0312073 | Time: 5643.52 ms [2022-04-11 04:03:56 main:574] : INFO : Epoch 2004 | loss: 0.0312021 | val_loss: 0.0312078 | Time: 5500.97 ms [2022-04-11 04:04:02 main:574] : INFO : Epoch 2005 | loss: 0.0312022 | val_loss: 0.0312054 | Time: 5752.04 ms [2022-04-11 04:04:07 main:574] : INFO : Epoch 2006 | loss: 0.0312026 | val_loss: 0.0312073 | Time: 5645.62 ms [2022-04-11 04:04:13 main:574] : INFO : Epoch 2007 | loss: 0.0312008 | val_loss: 0.0312048 | Time: 5768.43 ms [2022-04-11 04:04:19 main:574] : INFO : Epoch 2008 | loss: 0.0312008 | val_loss: 0.031207 | Time: 5579.44 ms [2022-04-11 04:04:25 main:574] : INFO : Epoch 2009 | loss: 0.0312019 | val_loss: 0.0312046 | Time: 5810.79 ms [2022-04-11 04:04:30 main:574] : INFO : Epoch 2010 | loss: 0.0312008 | val_loss: 0.0312051 | Time: 5577.26 ms [2022-04-11 04:04:36 main:574] : INFO : Epoch 2011 | loss: 0.031205 | val_loss: 0.0312066 | Time: 5576.56 ms [2022-04-11 04:04:42 main:574] : INFO : Epoch 2012 | loss: 0.0312045 | val_loss: 0.0312069 | Time: 5793.96 ms [2022-04-11 04:04:47 main:574] : INFO : Epoch 2013 | loss: 0.0312041 | val_loss: 0.0312071 | Time: 5643.59 ms [2022-04-11 04:04:53 main:574] : INFO : Epoch 2014 | loss: 0.0312033 | val_loss: 0.0312065 | Time: 5791.32 ms [2022-04-11 04:04:59 main:574] : INFO : Epoch 2015 | loss: 0.031202 | val_loss: 0.0312058 | Time: 5776.72 ms [2022-04-11 04:05:05 main:574] : INFO : Epoch 2016 | loss: 0.0312019 | val_loss: 0.0312053 | Time: 5775.96 ms [2022-04-11 04:05:10 main:574] : INFO : Epoch 2017 | loss: 0.0312029 | val_loss: 0.0312085 | Time: 5694.74 ms [2022-04-11 04:05:16 main:574] : INFO : Epoch 2018 | loss: 0.0312023 | val_loss: 0.0312073 | Time: 5790.46 ms [2022-04-11 04:05:22 main:574] : INFO : Epoch 2019 | loss: 0.0312013 | val_loss: 0.031206 | Time: 5768.92 ms [2022-04-11 04:05:28 main:574] : INFO : Epoch 2020 | loss: 0.0312012 | val_loss: 0.031206 | Time: 5689.25 ms [2022-04-11 04:05:33 main:574] : INFO : Epoch 2021 | loss: 0.0312029 | val_loss: 0.0312103 | Time: 5656.89 ms [2022-04-11 04:05:39 main:574] : INFO : Epoch 2022 | loss: 0.0312052 | val_loss: 0.031203 | Time: 5835.73 ms [2022-04-11 04:05:45 main:574] : INFO : Epoch 2023 | loss: 0.0312035 | val_loss: 0.0312011 | Time: 5819.01 ms [2022-04-11 04:05:51 main:574] : INFO : Epoch 2024 | loss: 0.0311995 | val_loss: 0.0312003 | Time: 5693.47 ms [2022-04-11 04:05:56 main:574] : INFO : Epoch 2025 | loss: 0.0311997 | val_loss: 0.0312049 | Time: 5668.36 ms [2022-04-11 04:06:02 main:574] : INFO : Epoch 2026 | loss: 0.0311993 | val_loss: 0.0311999 | Time: 5673.18 ms [2022-04-11 04:06:08 main:574] : INFO : Epoch 2027 | loss: 0.0311985 | val_loss: 0.0312 | Time: 5832.2 ms [2022-04-11 04:06:14 main:574] : INFO : Epoch 2028 | loss: 0.0312047 | val_loss: 0.0312121 | Time: 5748.95 ms [2022-04-11 04:06:19 main:574] : INFO : Epoch 2029 | loss: 0.031201 | val_loss: 0.0312005 | Time: 5719.3 ms [2022-04-11 04:06:25 main:574] : INFO : Epoch 2030 | loss: 0.0311986 | val_loss: 0.0312003 | Time: 5858.55 ms [2022-04-11 04:06:31 main:574] : INFO : Epoch 2031 | loss: 0.0311977 | val_loss: 0.0311987 | Time: 5704.18 ms [2022-04-11 04:06:37 main:574] : INFO : Epoch 2032 | loss: 0.0311975 | val_loss: 0.0312038 | Time: 5637.74 ms [2022-04-11 04:06:42 main:574] : INFO : Epoch 2033 | loss: 0.0312035 | val_loss: 0.0312046 | Time: 5661.28 ms [2022-04-11 04:06:48 main:574] : INFO : Epoch 2034 | loss: 0.0312035 | val_loss: 0.0312091 | Time: 5748.06 ms [2022-04-11 04:06:54 main:574] : INFO : Epoch 2035 | loss: 0.0312012 | val_loss: 0.0312031 | Time: 5663.08 ms [2022-04-11 04:06:59 main:574] : INFO : Epoch 2036 | loss: 0.0311998 | val_loss: 0.0312013 | Time: 5678.57 ms [2022-04-11 04:07:05 main:574] : INFO : Epoch 2037 | loss: 0.0312 | val_loss: 0.0312038 | Time: 5850.31 ms [2022-04-11 04:07:11 main:574] : INFO : Epoch 2038 | loss: 0.0312021 | val_loss: 0.0312041 | Time: 5699.08 ms [2022-04-11 04:07:17 main:574] : INFO : Epoch 2039 | loss: 0.0312003 | val_loss: 0.0312048 | Time: 5660.5 ms [2022-04-11 04:07:22 main:574] : INFO : Epoch 2040 | loss: 0.0312004 | val_loss: 0.0312052 | Time: 5683.34 ms [2022-04-11 04:07:28 main:574] : INFO : Epoch 2041 | loss: 0.0312006 | val_loss: 0.0312036 | Time: 5679.51 ms [2022-04-11 04:07:34 main:574] : INFO : Epoch 2042 | loss: 0.0312005 | val_loss: 0.031202 | Time: 5797.58 ms [2022-04-11 04:07:40 main:574] : INFO : Epoch 2043 | loss: 0.0311999 | val_loss: 0.0312048 | Time: 5726.81 ms [2022-04-11 04:07:45 main:574] : INFO : Epoch 2044 | loss: 0.0312014 | val_loss: 0.0312078 | Time: 5774.93 ms [2022-04-11 04:07:51 main:574] : INFO : Epoch 2045 | loss: 0.0312063 | val_loss: 0.03121 | Time: 5764.72 ms [2022-04-11 04:07:57 main:574] : INFO : Epoch 2046 | loss: 0.0312014 | val_loss: 0.0312025 | Time: 5747.35 ms [2022-04-11 04:08:03 main:574] : INFO : Epoch 2047 | loss: 0.0312015 | val_loss: 0.0312019 | Time: 5744.8 ms [2022-04-11 04:08:09 main:574] : INFO : Epoch 2048 | loss: 0.0312027 | val_loss: 0.031202 | Time: 5754.43 ms [2022-04-11 04:08:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031202 [2022-04-11 04:08:09 main:603] : INFO : Saving end state to config to file [2022-04-11 04:08:09 main:608] : INFO : Success, exiting.. 04:08:09 (50920): 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)