Task 3769249
| Name | ParityModified-1608763721-19634-3_2 |
| Workunit | 1832830 |
| Created | 22 Jan 2021, 6:42:57 UTC |
| Sent | 22 Jan 2021, 6:54:51 UTC |
| Report deadline | 29 Jan 2021, 6:54:51 UTC |
| Received | 22 Jan 2021, 10:37:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 311 |
| Run time | 55 min 45 sec |
| CPU time | 54 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,941.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> : INFO : Epoch 1542 | loss: 0.0310539 | val_loss: 0.0311124 | Time: 1538.54 ms [2021-01-22 02:18:06 main:574] : INFO : Epoch 1543 | loss: 0.0310579 | val_loss: 0.0311109 | Time: 1606.29 ms [2021-01-22 02:18:08 main:574] : INFO : Epoch 1544 | loss: 0.0310787 | val_loss: 0.0311163 | Time: 1658.91 ms [2021-01-22 02:18:09 main:574] : INFO : Epoch 1545 | loss: 0.0310776 | val_loss: 0.0311127 | Time: 1590.57 ms [2021-01-22 02:18:11 main:574] : INFO : Epoch 1546 | loss: 0.0310744 | val_loss: 0.0311135 | Time: 1620.66 ms [2021-01-22 02:18:13 main:574] : INFO : Epoch 1547 | loss: 0.0310723 | val_loss: 0.0311094 | Time: 1653.69 ms [2021-01-22 02:18:14 main:574] : INFO : Epoch 1548 | loss: 0.0310702 | val_loss: 0.0311166 | Time: 1610.71 ms [2021-01-22 02:18:16 main:574] : INFO : Epoch 1549 | loss: 0.0310625 | val_loss: 0.0311157 | Time: 1587.07 ms [2021-01-22 02:18:18 main:574] : INFO : Epoch 1550 | loss: 0.0310613 | val_loss: 0.031117 | Time: 1637.84 ms [2021-01-22 02:18:19 main:574] : INFO : Epoch 1551 | loss: 0.0310564 | val_loss: 0.0311219 | Time: 1576.71 ms [2021-01-22 02:18:21 main:574] : INFO : Epoch 1552 | loss: 0.0310579 | val_loss: 0.0311054 | Time: 1594.11 ms [2021-01-22 02:18:22 main:574] : INFO : Epoch 1553 | loss: 0.0310576 | val_loss: 0.0311184 | Time: 1599.77 ms [2021-01-22 02:18:24 main:574] : INFO : Epoch 1554 | loss: 0.0310622 | val_loss: 0.0311192 | Time: 1588.38 ms [2021-01-22 02:18:26 main:574] : INFO : Epoch 1555 | loss: 0.0310672 | val_loss: 0.0311226 | Time: 1617.46 ms [2021-01-22 02:18:27 main:574] : INFO : Epoch 1556 | loss: 0.0310726 | val_loss: 0.031115 | Time: 1657.07 ms [2021-01-22 02:18:29 main:574] : INFO : Epoch 1557 | loss: 0.0310672 | val_loss: 0.0311105 | Time: 1614.97 ms [2021-01-22 02:18:31 main:574] : INFO : Epoch 1558 | loss: 0.0310622 | val_loss: 0.0311056 | Time: 1622.46 ms [2021-01-22 02:18:32 main:574] : INFO : Epoch 1559 | loss: 0.0310589 | val_loss: 0.0311084 | Time: 1618.05 ms [2021-01-22 02:18:34 main:574] : INFO : Epoch 1560 | loss: 0.0310626 | val_loss: 0.0311055 | Time: 1608.26 ms [2021-01-22 02:18:35 main:574] : INFO : Epoch 1561 | loss: 0.0310641 | val_loss: 0.0311103 | Time: 1585.13 ms [2021-01-22 02:18:37 main:574] : INFO : Epoch 1562 | loss: 0.0310677 | val_loss: 0.0311085 | Time: 1619.96 ms [2021-01-22 02:18:39 main:574] : INFO : Epoch 1563 | loss: 0.0310748 | val_loss: 0.0311192 | Time: 1648.03 ms [2021-01-22 02:18:40 main:574] : INFO : Epoch 1564 | loss: 0.0310739 | val_loss: 0.0311151 | Time: 1576.8 ms [2021-01-22 02:18:42 main:574] : INFO : Epoch 1565 | loss: 0.0310734 | val_loss: 0.0311085 | Time: 1632.16 ms [2021-01-22 02:18:44 main:574] : INFO : Epoch 1566 | loss: 0.031084 | val_loss: 0.031119 | Time: 1567.08 ms [2021-01-22 02:18:45 main:574] : INFO : Epoch 1567 | loss: 0.0310879 | val_loss: 0.0311274 | Time: 1583.92 ms [2021-01-22 02:18:47 main:574] : INFO : Epoch 1568 | loss: 0.0310837 | val_loss: 0.0311154 | Time: 1597.13 ms [2021-01-22 02:18:48 main:574] : INFO : Epoch 1569 | loss: 0.0310769 | val_loss: 0.0311151 | Time: 1586.88 ms [2021-01-22 02:18:50 main:574] : INFO : Epoch 1570 | loss: 0.0310727 | val_loss: 0.0311084 | Time: 1604.14 ms [2021-01-22 02:18:52 main:574] : INFO : Epoch 1571 | loss: 0.0310709 | val_loss: 0.03111 | Time: 1580.43 ms [2021-01-22 02:18:53 main:574] : INFO : Epoch 1572 | loss: 0.0310652 | val_loss: 0.0311136 | Time: 1634.69 ms [2021-01-22 02:18:55 main:574] : INFO : Epoch 1573 | loss: 0.031063 | val_loss: 0.0311057 | Time: 1581.51 ms [2021-01-22 02:18:56 main:574] : INFO : Epoch 1574 | loss: 0.031072 | val_loss: 0.031112 | Time: 1605.08 ms [2021-01-22 02:18:58 main:574] : INFO : Epoch 1575 | loss: 0.0310729 | val_loss: 0.0311086 | Time: 1569.86 ms [2021-01-22 02:19:00 main:574] : INFO : Epoch 1576 | loss: 0.0310661 | val_loss: 0.0311097 | Time: 1569.58 ms [2021-01-22 02:19:01 main:574] : INFO : Epoch 1577 | loss: 0.0310645 | val_loss: 0.0311056 | Time: 1628.42 ms [2021-01-22 02:19:03 main:574] : INFO : Epoch 1578 | loss: 0.0310615 | val_loss: 0.0311083 | Time: 1591.34 ms [2021-01-22 02:19:04 main:574] : INFO : Epoch 1579 | loss: 0.0310703 | val_loss: 0.0311089 | Time: 1590.69 ms [2021-01-22 02:19:06 main:574] : INFO : Epoch 1580 | loss: 0.0310692 | val_loss: 0.0311072 | Time: 1593.62 ms [2021-01-22 02:19:08 main:574] : INFO : Epoch 1581 | loss: 0.031062 | val_loss: 0.03111 | Time: 1600.96 ms [2021-01-22 02:19:09 main:574] : INFO : Epoch 1582 | loss: 0.0310623 | val_loss: 0.031115 | Time: 1624.12 ms [2021-01-22 02:19:11 main:574] : INFO : Epoch 1583 | loss: 0.0310602 | val_loss: 0.0311101 | Time: 1594.17 ms [2021-01-22 02:19:12 main:574] : INFO : Epoch 1584 | loss: 0.0310629 | val_loss: 0.031106 | Time: 1568.58 ms [2021-01-22 02:19:14 main:574] : INFO : Epoch 1585 | loss: 0.0310598 | val_loss: 0.0311066 | Time: 1624.96 ms [2021-01-22 02:19:16 main:574] : INFO : Epoch 1586 | loss: 0.031057 | val_loss: 0.0311043 | Time: 1621.31 ms [2021-01-22 02:19:17 main:574] : INFO : Epoch 1587 | loss: 0.0310565 | val_loss: 0.0311068 | Time: 1632.01 ms [2021-01-22 02:19:19 main:574] : INFO : Epoch 1588 | loss: 0.0310607 | val_loss: 0.0311202 | Time: 1638.82 ms [2021-01-22 02:19:21 main:574] : INFO : Epoch 1589 | loss: 0.0310666 | val_loss: 0.0311136 | Time: 1614.99 ms [2021-01-22 02:19:22 main:574] : INFO : Epoch 1590 | loss: 0.031064 | val_loss: 0.0311056 | Time: 1586.93 ms [2021-01-22 02:19:24 main:574] : INFO : Epoch 1591 | loss: 0.0310619 | val_loss: 0.0311161 | Time: 1589.78 ms [2021-01-22 02:19:26 main:574] : INFO : Epoch 1592 | loss: 0.0310587 | val_loss: 0.031117 | Time: 1615.47 ms [2021-01-22 02:19:27 main:574] : INFO : Epoch 1593 | loss: 0.0310586 | val_loss: 0.0311088 | Time: 1607.86 ms [2021-01-22 02:19:29 main:574] : INFO : Epoch 1594 | loss: 0.0310613 | val_loss: 0.031121 | Time: 1610.05 ms [2021-01-22 02:19:30 main:574] : INFO : Epoch 1595 | loss: 0.0310598 | val_loss: 0.03111 | Time: 1610.66 ms [2021-01-22 02:19:32 main:574] : INFO : Epoch 1596 | loss: 0.0310553 | val_loss: 0.0311089 | Time: 1661.66 ms [2021-01-22 02:19:34 main:574] : INFO : Epoch 1597 | loss: 0.0310551 | val_loss: 0.0311155 | Time: 1623.27 ms [2021-01-22 02:19:35 main:574] : INFO : Epoch 1598 | loss: 0.0310581 | val_loss: 0.0311167 | Time: 1601.68 ms [2021-01-22 02:19:37 main:574] : INFO : Epoch 1599 | loss: 0.0310571 | val_loss: 0.0311173 | Time: 1585.28 ms [2021-01-22 02:19:38 main:574] : INFO : Epoch 1600 | loss: 0.0310727 | val_loss: 0.0311168 | Time: 1532.9 ms [2021-01-22 02:19:40 main:574] : INFO : Epoch 1601 | loss: 0.0310699 | val_loss: 0.0311225 | Time: 1623.27 ms [2021-01-22 02:19:42 main:574] : INFO : Epoch 1602 | loss: 0.0310644 | val_loss: 0.0311134 | Time: 1615.58 ms [2021-01-22 02:19:43 main:574] : INFO : Epoch 1603 | loss: 0.0310609 | val_loss: 0.0311122 | Time: 1627.15 ms [2021-01-22 02:19:45 main:574] : INFO : Epoch 1604 | loss: 0.0310574 | val_loss: 0.0311179 | Time: 1631.5 ms [2021-01-22 02:19:47 main:574] : INFO : Epoch 1605 | loss: 0.0310678 | val_loss: 0.0311091 | Time: 1642.4 ms [2021-01-22 02:19:48 main:574] : INFO : Epoch 1606 | loss: 0.0310644 | val_loss: 0.0311157 | Time: 1599.44 ms [2021-01-22 02:19:50 main:574] : INFO : Epoch 1607 | loss: 0.0310725 | val_loss: 0.0311191 | Time: 1568.05 ms [2021-01-22 02:19:51 main:574] : INFO : Epoch 1608 | loss: 0.0310774 | val_loss: 0.0311161 | Time: 1599.31 ms [2021-01-22 02:19:53 main:574] : INFO : Epoch 1609 | loss: 0.0310737 | val_loss: 0.0311119 | Time: 1656.2 ms [2021-01-22 02:19:55 main:574] : INFO : Epoch 1610 | loss: 0.0310664 | val_loss: 0.0311069 | Time: 1593.94 ms [2021-01-22 02:19:56 main:574] : INFO : Epoch 1611 | loss: 0.0310615 | val_loss: 0.0311101 | Time: 1629.67 ms [2021-01-22 02:19:58 main:574] : INFO : Epoch 1612 | loss: 0.03106 | val_loss: 0.0311145 | Time: 1604.05 ms [2021-01-22 02:20:00 main:574] : INFO : Epoch 1613 | loss: 0.0310596 | val_loss: 0.0311085 | Time: 1643.92 ms [2021-01-22 02:20:01 main:574] : INFO : Epoch 1614 | loss: 0.0310695 | val_loss: 0.0311178 | Time: 1633.97 ms [2021-01-22 02:20:03 main:574] : INFO : Epoch 1615 | loss: 0.031075 | val_loss: 0.0311185 | Time: 1618.09 ms [2021-01-22 02:20:05 main:574] : INFO : Epoch 1616 | loss: 0.0310686 | val_loss: 0.031109 | Time: 1604.4 ms [2021-01-22 02:20:06 main:574] : INFO : Epoch 1617 | loss: 0.0310658 | val_loss: 0.0311062 | Time: 1623.81 ms [2021-01-22 02:20:08 main:574] : INFO : Epoch 1618 | loss: 0.0310647 | val_loss: 0.0311103 | Time: 1574.01 ms [2021-01-22 02:20:09 main:574] : INFO : Epoch 1619 | loss: 0.0310645 | val_loss: 0.0311186 | Time: 1594.26 ms [2021-01-22 02:20:11 main:574] : INFO : Epoch 1620 | loss: 0.0310655 | val_loss: 0.0311149 | Time: 1621.97 ms [2021-01-22 02:20:13 main:574] : INFO : Epoch 1621 | loss: 0.0310663 | val_loss: 0.0311155 | Time: 1604.63 ms [2021-01-22 02:20:14 main:574] : INFO : Epoch 1622 | loss: 0.0310646 | val_loss: 0.0311186 | Time: 1620.67 ms [2021-01-22 02:20:16 main:574] : INFO : Epoch 1623 | loss: 0.0310622 | val_loss: 0.0311106 | Time: 1631.23 ms [2021-01-22 02:20:17 main:574] : INFO : Epoch 1624 | loss: 0.031061 | val_loss: 0.0311226 | Time: 1584.52 ms [2021-01-22 02:20:19 main:574] : INFO : Epoch 1625 | loss: 0.0310689 | val_loss: 0.0311117 | Time: 1599.57 ms [2021-01-22 02:20:21 main:574] : INFO : Epoch 1626 | loss: 0.0310655 | val_loss: 0.0311176 | Time: 1597.6 ms [2021-01-22 02:20:22 main:574] : INFO : Epoch 1627 | loss: 0.0310628 | val_loss: 0.0311144 | Time: 1592.46 ms [2021-01-22 02:20:24 main:574] : INFO : Epoch 1628 | loss: 0.0310599 | val_loss: 0.0311211 | Time: 1623.33 ms [2021-01-22 02:20:26 main:574] : INFO : Epoch 1629 | loss: 0.0310576 | val_loss: 0.0311221 | Time: 1604.56 ms [2021-01-22 02:20:27 main:574] : INFO : Epoch 1630 | loss: 0.0310595 | val_loss: 0.0311252 | Time: 1636.28 ms [2021-01-22 02:20:29 main:574] : INFO : Epoch 1631 | loss: 0.031056 | val_loss: 0.031111 | Time: 1635.19 ms [2021-01-22 02:20:31 main:574] : INFO : Epoch 1632 | loss: 0.0310568 | val_loss: 0.0311154 | Time: 1626.24 ms [2021-01-22 02:20:32 main:574] : INFO : Epoch 1633 | loss: 0.0310643 | val_loss: 0.0311127 | Time: 1644.35 ms [2021-01-22 02:20:34 main:574] : INFO : Epoch 1634 | loss: 0.0310649 | val_loss: 0.0311221 | Time: 1614.75 ms [2021-01-22 02:20:35 main:574] : INFO : Epoch 1635 | loss: 0.0310671 | val_loss: 0.0311125 | Time: 1608.53 ms [2021-01-22 02:20:37 main:574] : INFO : Epoch 1636 | loss: 0.0310622 | val_loss: 0.0311098 | Time: 1620.73 ms [2021-01-22 02:20:39 main:574] : INFO : Epoch 1637 | loss: 0.0310676 | val_loss: 0.0311163 | Time: 1590.51 ms [2021-01-22 02:20:40 main:574] : INFO : Epoch 1638 | loss: 0.0310676 | val_loss: 0.0311113 | Time: 1594.91 ms [2021-01-22 02:20:42 main:574] : INFO : Epoch 1639 | loss: 0.0310631 | val_loss: 0.0311054 | Time: 1607.04 ms [2021-01-22 02:20:43 main:574] : INFO : Epoch 1640 | loss: 0.0310609 | val_loss: 0.0311218 | Time: 1546.52 ms [2021-01-22 02:20:45 main:574] : INFO : Epoch 1641 | loss: 0.0310607 | val_loss: 0.0311123 | Time: 1620.31 ms [2021-01-22 02:20:47 main:574] : INFO : Epoch 1642 | loss: 0.031054 | val_loss: 0.0311104 | Time: 1627.53 ms [2021-01-22 02:20:48 main:574] : INFO : Epoch 1643 | loss: 0.0310538 | val_loss: 0.0311174 | Time: 1645.29 ms [2021-01-22 02:20:50 main:574] : INFO : Epoch 1644 | loss: 0.031062 | val_loss: 0.0311207 | Time: 1576.48 ms [2021-01-22 02:20:52 main:574] : INFO : Epoch 1645 | loss: 0.0310597 | val_loss: 0.0311135 | Time: 1638.76 ms [2021-01-22 02:20:53 main:574] : INFO : Epoch 1646 | loss: 0.0310696 | val_loss: 0.0311067 | Time: 1591.58 ms [2021-01-22 02:20:55 main:574] : INFO : Epoch 1647 | loss: 0.0310666 | val_loss: 0.0311102 | Time: 1578.35 ms [2021-01-22 02:20:56 main:574] : INFO : Epoch 1648 | loss: 0.0310596 | val_loss: 0.0311193 | Time: 1603.55 ms [2021-01-22 02:20:58 main:574] : INFO : Epoch 1649 | loss: 0.0310575 | val_loss: 0.0311097 | Time: 1579.56 ms [2021-01-22 02:21:00 main:574] : INFO : Epoch 1650 | loss: 0.0310549 | val_loss: 0.0311098 | Time: 1643.57 ms [2021-01-22 02:21:01 main:574] : INFO : Epoch 1651 | loss: 0.0310551 | val_loss: 0.0311202 | Time: 1593.19 ms [2021-01-22 02:21:03 main:574] : INFO : Epoch 1652 | loss: 0.031058 | val_loss: 0.0311108 | Time: 1617.96 ms [2021-01-22 02:21:05 main:574] : INFO : Epoch 1653 | loss: 0.0310711 | val_loss: 0.0311088 | Time: 1579.05 ms [2021-01-22 02:21:06 main:574] : INFO : Epoch 1654 | loss: 0.0310671 | val_loss: 0.0311133 | Time: 1578.38 ms [2021-01-22 02:21:08 main:574] : INFO : Epoch 1655 | loss: 0.0310674 | val_loss: 0.0311128 | Time: 1601.7 ms [2021-01-22 02:21:09 main:574] : INFO : Epoch 1656 | loss: 0.0310684 | val_loss: 0.0311182 | Time: 1584.39 ms [2021-01-22 02:21:11 main:574] : INFO : Epoch 1657 | loss: 0.0310671 | val_loss: 0.0311147 | Time: 1577.78 ms [2021-01-22 02:21:13 main:574] : INFO : Epoch 1658 | loss: 0.0310582 | val_loss: 0.0311169 | Time: 1597.44 ms [2021-01-22 02:21:14 main:574] : INFO : Epoch 1659 | loss: 0.0310577 | val_loss: 0.0311154 | Time: 1602.11 ms [2021-01-22 02:21:16 main:574] : INFO : Epoch 1660 | loss: 0.0310555 | val_loss: 0.0311103 | Time: 1585.94 ms [2021-01-22 02:21:17 main:574] : INFO : Epoch 1661 | loss: 0.0310535 | val_loss: 0.0311156 | Time: 1599.55 ms [2021-01-22 02:21:19 main:574] : INFO : Epoch 1662 | loss: 0.0310562 | val_loss: 0.0311118 | Time: 1549.56 ms [2021-01-22 02:21:21 main:574] : INFO : Epoch 1663 | loss: 0.0310542 | val_loss: 0.0311147 | Time: 1588.32 ms [2021-01-22 02:21:22 main:574] : INFO : Epoch 1664 | loss: 0.0310573 | val_loss: 0.0311125 | Time: 1604.68 ms [2021-01-22 02:21:24 main:574] : INFO : Epoch 1665 | loss: 0.0310621 | val_loss: 0.0311095 | Time: 1619.73 ms [2021-01-22 02:21:25 main:574] : INFO : Epoch 1666 | loss: 0.0310588 | val_loss: 0.0311143 | Time: 1623.12 ms [2021-01-22 02:21:27 main:574] : INFO : Epoch 1667 | loss: 0.0310595 | val_loss: 0.0311176 | Time: 1593.05 ms [2021-01-22 02:21:29 main:574] : INFO : Epoch 1668 | loss: 0.0310573 | val_loss: 0.0311256 | Time: 1607.61 ms [2021-01-22 02:21:30 main:574] : INFO : Epoch 1669 | loss: 0.0310607 | val_loss: 0.031119 | Time: 1639.76 ms [2021-01-22 02:21:32 main:574] : INFO : Epoch 1670 | loss: 0.0310571 | val_loss: 0.0311196 | Time: 1632.99 ms [2021-01-22 02:21:34 main:574] : INFO : Epoch 1671 | loss: 0.0310582 | val_loss: 0.0311184 | Time: 1623.4 ms [2021-01-22 02:21:35 main:574] : INFO : Epoch 1672 | loss: 0.0310665 | val_loss: 0.0311158 | Time: 1633.41 ms [2021-01-22 02:21:37 main:574] : INFO : Epoch 1673 | loss: 0.0310645 | val_loss: 0.0311099 | Time: 1618.76 ms [2021-01-22 02:21:39 main:574] : INFO : Epoch 1674 | loss: 0.0310568 | val_loss: 0.0311201 | Time: 1587.72 ms [2021-01-22 02:21:40 main:574] : INFO : Epoch 1675 | loss: 0.0310599 | val_loss: 0.0311187 | Time: 1634.73 ms [2021-01-22 02:21:42 main:574] : INFO : Epoch 1676 | loss: 0.031098 | val_loss: 0.0311366 | Time: 1583.7 ms [2021-01-22 02:21:43 main:574] : INFO : Epoch 1677 | loss: 0.0310976 | val_loss: 0.0311247 | Time: 1617.17 ms [2021-01-22 02:21:45 main:574] : INFO : Epoch 1678 | loss: 0.031085 | val_loss: 0.0311182 | Time: 1634.76 ms [2021-01-22 02:21:47 main:574] : INFO : Epoch 1679 | loss: 0.0310744 | val_loss: 0.0311151 | Time: 1640.53 ms [2021-01-22 02:21:48 main:574] : INFO : Epoch 1680 | loss: 0.0310712 | val_loss: 0.0311218 | Time: 1615.57 ms [2021-01-22 02:21:50 main:574] : INFO : Epoch 1681 | loss: 0.0310698 | val_loss: 0.0311259 | Time: 1622.27 ms [2021-01-22 02:21:52 main:574] : INFO : Epoch 1682 | loss: 0.0310655 | val_loss: 0.0311252 | Time: 1614.57 ms [2021-01-22 02:21:53 main:574] : INFO : Epoch 1683 | loss: 0.0310674 | val_loss: 0.0311224 | Time: 1599.92 ms [2021-01-22 02:21:55 main:574] : INFO : Epoch 1684 | loss: 0.0310923 | val_loss: 0.0311208 | Time: 1569.77 ms [2021-01-22 02:21:56 main:574] : INFO : Epoch 1685 | loss: 0.0310885 | val_loss: 0.0311133 | Time: 1616.94 ms [2021-01-22 02:21:58 main:574] : INFO : Epoch 1686 | loss: 0.0310814 | val_loss: 0.0311129 | Time: 1612.95 ms [2021-01-22 02:22:00 main:574] : INFO : Epoch 1687 | loss: 0.0310809 | val_loss: 0.0311181 | Time: 1614.29 ms [2021-01-22 02:22:01 main:574] : INFO : Epoch 1688 | loss: 0.0310733 | val_loss: 0.0311038 | Time: 1630.22 ms [2021-01-22 02:22:03 main:574] : INFO : Epoch 1689 | loss: 0.0310706 | val_loss: 0.0311059 | Time: 1616.73 ms [2021-01-22 02:22:05 main:574] : INFO : Epoch 1690 | loss: 0.0310727 | val_loss: 0.0311178 | Time: 1622.65 ms [2021-01-22 02:22:06 main:574] : INFO : Epoch 1691 | loss: 0.0310785 | val_loss: 0.0311094 | Time: 1629.86 ms [2021-01-22 02:22:08 main:574] : INFO : Epoch 1692 | loss: 0.0310712 | val_loss: 0.031115 | Time: 1618.27 ms [2021-01-22 02:22:09 main:574] : INFO : Epoch 1693 | loss: 0.0310668 | val_loss: 0.0311134 | Time: 1574.38 ms [2021-01-22 02:22:11 main:574] : INFO : Epoch 1694 | loss: 0.0310655 | val_loss: 0.0311118 | Time: 1654.82 ms [2021-01-22 02:22:13 main:574] : INFO : Epoch 1695 | loss: 0.0310626 | val_loss: 0.0311137 | Time: 1641.87 ms [2021-01-22 02:22:14 main:574] : INFO : Epoch 1696 | loss: 0.0310604 | val_loss: 0.0311158 | Time: 1600.6 ms [2021-01-22 02:22:16 main:574] : INFO : Epoch 1697 | loss: 0.0310581 | val_loss: 0.0311114 | Time: 1631.21 ms [2021-01-22 02:22:18 main:574] : INFO : Epoch 1698 | loss: 0.0310572 | val_loss: 0.0311142 | Time: 1587.33 ms [2021-01-22 02:22:19 main:574] : INFO : Epoch 1699 | loss: 0.031057 | val_loss: 0.0311131 | Time: 1566.31 ms [2021-01-22 02:22:21 main:574] : INFO : Epoch 1700 | loss: 0.0310569 | val_loss: 0.0311182 | Time: 1571.57 ms [2021-01-22 02:22:23 main:574] : INFO : Epoch 1701 | loss: 0.0310556 | val_loss: 0.0311208 | Time: 1696.12 ms [2021-01-22 02:22:24 main:574] : INFO : Epoch 1702 | loss: 0.0310528 | val_loss: 0.0311181 | Time: 1582.75 ms [2021-01-22 02:22:26 main:574] : INFO : Epoch 1703 | loss: 0.0310533 | val_loss: 0.0311205 | Time: 1638.11 ms [2021-01-22 02:22:27 main:574] : INFO : Epoch 1704 | loss: 0.0310524 | val_loss: 0.0311123 | Time: 1608.4 ms [2021-01-22 02:22:29 main:574] : INFO : Epoch 1705 | loss: 0.0310546 | val_loss: 0.0311128 | Time: 1621.53 ms [2021-01-22 02:22:31 main:574] : INFO : Epoch 1706 | loss: 0.0310611 | val_loss: 0.0311211 | Time: 1593.24 ms [2021-01-22 02:22:32 main:574] : INFO : Epoch 1707 | loss: 0.0310727 | val_loss: 0.0311142 | Time: 1589.51 ms [2021-01-22 02:22:34 main:574] : INFO : Epoch 1708 | loss: 0.0310651 | val_loss: 0.0311161 | Time: 1639.48 ms [2021-01-22 02:22:36 main:574] : INFO : Epoch 1709 | loss: 0.0310649 | val_loss: 0.0311199 | Time: 1654.8 ms [2021-01-22 02:22:37 main:574] : INFO : Epoch 1710 | loss: 0.0310943 | val_loss: 0.0311144 | Time: 1625.96 ms [2021-01-22 02:22:39 main:574] : INFO : Epoch 1711 | loss: 0.0310919 | val_loss: 0.0311135 | Time: 1642.65 ms [2021-01-22 02:22:40 main:574] : INFO : Epoch 1712 | loss: 0.0310838 | val_loss: 0.0311121 | Time: 1624.72 ms [2021-01-22 02:22:42 main:574] : INFO : Epoch 1713 | loss: 0.0310756 | val_loss: 0.0311093 | Time: 1598.91 ms [2021-01-22 02:22:44 main:574] : INFO : Epoch 1714 | loss: 0.0310743 | val_loss: 0.0311181 | Time: 1624.65 ms [2021-01-22 02:22:45 main:574] : INFO : Epoch 1715 | loss: 0.0310682 | val_loss: 0.0311136 | Time: 1609.59 ms [2021-01-22 02:22:47 main:574] : INFO : Epoch 1716 | loss: 0.031065 | val_loss: 0.0311089 | Time: 1606.07 ms [2021-01-22 02:22:49 main:574] : INFO : Epoch 1717 | loss: 0.0310604 | val_loss: 0.031112 | Time: 1605.61 ms [2021-01-22 02:22:50 main:574] : INFO : Epoch 1718 | loss: 0.03106 | val_loss: 0.0311171 | Time: 1612.66 ms [2021-01-22 02:22:52 main:574] : INFO : Epoch 1719 | loss: 0.0310579 | val_loss: 0.031122 | Time: 1633.44 ms [2021-01-22 02:22:53 main:574] : INFO : Epoch 1720 | loss: 0.0310662 | val_loss: 0.0311126 | Time: 1608.33 ms [2021-01-22 02:22:55 main:574] : INFO : Epoch 1721 | loss: 0.031067 | val_loss: 0.0311234 | Time: 1632.28 ms [2021-01-22 02:22:57 main:574] : INFO : Epoch 1722 | loss: 0.0310618 | val_loss: 0.0311177 | Time: 1642.55 ms [2021-01-22 02:22:58 main:574] : INFO : Epoch 1723 | loss: 0.031061 | val_loss: 0.0311124 | Time: 1581.01 ms [2021-01-22 02:23:00 main:574] : INFO : Epoch 1724 | loss: 0.0310615 | val_loss: 0.0311081 | Time: 1588.86 ms [2021-01-22 02:23:02 main:574] : INFO : Epoch 1725 | loss: 0.031062 | val_loss: 0.0311105 | Time: 1623.35 ms [2021-01-22 02:23:03 main:574] : INFO : Epoch 1726 | loss: 0.0310555 | val_loss: 0.0311136 | Time: 1613.67 ms [2021-01-22 02:23:05 main:574] : INFO : Epoch 1727 | loss: 0.0310544 | val_loss: 0.0311132 | Time: 1576.96 ms [2021-01-22 02:23:06 main:574] : INFO : Epoch 1728 | loss: 0.0310584 | val_loss: 0.0311196 | Time: 1597.08 ms [2021-01-22 02:23:08 main:574] : INFO : Epoch 1729 | loss: 0.031059 | val_loss: 0.0311159 | Time: 1605.01 ms [2021-01-22 02:23:10 main:574] : INFO : Epoch 1730 | loss: 0.0310758 | val_loss: 0.0311133 | Time: 1666.37 ms [2021-01-22 02:23:11 main:574] : INFO : Epoch 1731 | loss: 0.0310718 | val_loss: 0.0311121 | Time: 1615.91 ms [2021-01-22 02:23:13 main:574] : INFO : Epoch 1732 | loss: 0.0310631 | val_loss: 0.0311113 | Time: 1594.22 ms [2021-01-22 02:23:15 main:574] : INFO : Epoch 1733 | loss: 0.0310577 | val_loss: 0.0311055 | Time: 1655.07 ms [2021-01-22 02:23:16 main:574] : INFO : Epoch 1734 | loss: 0.0310556 | val_loss: 0.0311193 | Time: 1634.07 ms [2021-01-22 02:23:18 main:574] : INFO : Epoch 1735 | loss: 0.0310566 | val_loss: 0.0311141 | Time: 1669 ms [2021-01-22 02:23:20 main:574] : INFO : Epoch 1736 | loss: 0.031055 | val_loss: 0.0311127 | Time: 1646.7 ms [2021-01-22 02:23:21 main:574] : INFO : Epoch 1737 | loss: 0.0310537 | val_loss: 0.0311139 | Time: 1629.1 ms [2021-01-22 02:23:23 main:574] : INFO : Epoch 1738 | loss: 0.0310635 | val_loss: 0.0311114 | Time: 1606.33 ms [2021-01-22 02:23:25 main:574] : INFO : Epoch 1739 | loss: 0.0310838 | val_loss: 0.0311133 | Time: 1589.28 ms [2021-01-22 02:23:26 main:574] : INFO : Epoch 1740 | loss: 0.0310843 | val_loss: 0.0311066 | Time: 1607.29 ms [2021-01-22 02:23:28 main:574] : INFO : Epoch 1741 | loss: 0.0310766 | val_loss: 0.0311011 | Time: 1621.1 ms [2021-01-22 02:23:29 main:574] : INFO : Epoch 1742 | loss: 0.0310739 | val_loss: 0.0311153 | Time: 1609.83 ms [2021-01-22 02:23:31 main:574] : INFO : Epoch 1743 | loss: 0.0310702 | val_loss: 0.0311131 | Time: 1611.16 ms [2021-01-22 02:23:33 main:574] : INFO : Epoch 1744 | loss: 0.0310659 | val_loss: 0.031111 | Time: 1592.36 ms [2021-01-22 02:23:34 main:574] : INFO : Epoch 1745 | loss: 0.0310625 | val_loss: 0.031112 | Time: 1585.55 ms [2021-01-22 02:23:36 main:574] : INFO : Epoch 1746 | loss: 0.0310612 | val_loss: 0.0311218 | Time: 1636.36 ms [2021-01-22 02:23:38 main:574] : INFO : Epoch 1747 | loss: 0.0310569 | val_loss: 0.0311131 | Time: 1599.6 ms [2021-01-22 02:23:39 main:574] : INFO : Epoch 1748 | loss: 0.031056 | val_loss: 0.0311157 | Time: 1586.97 ms [2021-01-22 02:23:41 main:574] : INFO : Epoch 1749 | loss: 0.0310558 | val_loss: 0.0311124 | Time: 1559.72 ms [2021-01-22 02:23:42 main:574] : INFO : Epoch 1750 | loss: 0.0310547 | val_loss: 0.0311077 | Time: 1650.13 ms [2021-01-22 02:23:44 main:574] : INFO : Epoch 1751 | loss: 0.0310521 | val_loss: 0.0311145 | Time: 1574.75 ms [2021-01-22 02:23:46 main:574] : INFO : Epoch 1752 | loss: 0.0310524 | val_loss: 0.0311133 | Time: 1648.79 ms [2021-01-22 02:23:47 main:574] : INFO : Epoch 1753 | loss: 0.0310494 | val_loss: 0.0311231 | Time: 1629.89 ms [2021-01-22 02:23:49 main:574] : INFO : Epoch 1754 | loss: 0.0310486 | val_loss: 0.0311149 | Time: 1626.82 ms [2021-01-22 02:23:51 main:574] : INFO : Epoch 1755 | loss: 0.03105 | val_loss: 0.031123 | Time: 1653.39 ms [2021-01-22 02:23:52 main:574] : INFO : Epoch 1756 | loss: 0.0310577 | val_loss: 0.0311106 | Time: 1603.05 ms [2021-01-22 02:23:54 main:574] : INFO : Epoch 1757 | loss: 0.0310645 | val_loss: 0.0311204 | Time: 1629.87 ms [2021-01-22 02:23:56 main:574] : INFO : Epoch 1758 | loss: 0.031061 | val_loss: 0.0311208 | Time: 1656.28 ms [2021-01-22 02:23:57 main:574] : INFO : Epoch 1759 | loss: 0.0310578 | val_loss: 0.0311157 | Time: 1623.57 ms [2021-01-22 02:23:59 main:574] : INFO : Epoch 1760 | loss: 0.0310547 | val_loss: 0.031116 | Time: 1622.45 ms [2021-01-22 02:24:00 main:574] : INFO : Epoch 1761 | loss: 0.0310563 | val_loss: 0.0311096 | Time: 1588.91 ms [2021-01-22 02:24:02 main:574] : INFO : Epoch 1762 | loss: 0.0310539 | val_loss: 0.0311168 | Time: 1583.39 ms [2021-01-22 02:24:04 main:574] : INFO : Epoch 1763 | loss: 0.0310515 | val_loss: 0.0311139 | Time: 1635.44 ms [2021-01-22 02:24:05 main:574] : INFO : Epoch 1764 | loss: 0.0310514 | val_loss: 0.0311198 | Time: 1612.71 ms [2021-01-22 02:24:07 main:574] : INFO : Epoch 1765 | loss: 0.0310508 | val_loss: 0.0311185 | Time: 1597.71 ms [2021-01-22 02:24:08 main:574] : INFO : Epoch 1766 | loss: 0.031048 | val_loss: 0.0311125 | Time: 1588.84 ms [2021-01-22 02:24:10 main:574] : INFO : Epoch 1767 | loss: 0.0310498 | val_loss: 0.0311127 | Time: 1595.63 ms [2021-01-22 02:24:12 main:574] : INFO : Epoch 1768 | loss: 0.0310551 | val_loss: 0.0311207 | Time: 1690.4 ms [2021-01-22 02:24:13 main:574] : INFO : Epoch 1769 | loss: 0.0310582 | val_loss: 0.0311168 | Time: 1612.17 ms [2021-01-22 02:24:15 main:574] : INFO : Epoch 1770 | loss: 0.0310529 | val_loss: 0.0311126 | Time: 1639.9 ms [2021-01-22 02:24:17 main:574] : INFO : Epoch 1771 | loss: 0.0310492 | val_loss: 0.0311189 | Time: 1582.86 ms [2021-01-22 02:24:18 main:574] : INFO : Epoch 1772 | loss: 0.0310502 | val_loss: 0.0311133 | Time: 1649.07 ms [2021-01-22 02:24:20 main:574] : INFO : Epoch 1773 | loss: 0.0310535 | val_loss: 0.0311167 | Time: 1589.56 ms [2021-01-22 02:24:22 main:574] : INFO : Epoch 1774 | loss: 0.0310487 | val_loss: 0.0311133 | Time: 1620.77 ms [2021-01-22 02:24:23 main:574] : INFO : Epoch 1775 | loss: 0.0310488 | val_loss: 0.0311157 | Time: 1591.57 ms [2021-01-22 02:24:25 main:574] : INFO : Epoch 1776 | loss: 0.0310512 | val_loss: 0.0311189 | Time: 1609.98 ms [2021-01-22 02:24:26 main:574] : INFO : Epoch 1777 | loss: 0.0310503 | val_loss: 0.0311188 | Time: 1602.42 ms [2021-01-22 02:24:28 main:574] : INFO : Epoch 1778 | loss: 0.0310493 | val_loss: 0.0311225 | Time: 1611.63 ms [2021-01-22 02:24:30 main:574] : INFO : Epoch 1779 | loss: 0.0310449 | val_loss: 0.0311162 | Time: 1631 ms [2021-01-22 02:24:31 main:574] : INFO : Epoch 1780 | loss: 0.0310459 | val_loss: 0.0311157 | Time: 1580.91 ms [2021-01-22 02:24:33 main:574] : INFO : Epoch 1781 | loss: 0.0310451 | val_loss: 0.0311205 | Time: 1617.85 ms [2021-01-22 02:24:35 main:574] : INFO : Epoch 1782 | loss: 0.0310488 | val_loss: 0.0311161 | Time: 1614.56 ms [2021-01-22 02:24:36 main:574] : INFO : Epoch 1783 | loss: 0.0310697 | val_loss: 0.0311145 | Time: 1587.88 ms [2021-01-22 02:24:38 main:574] : INFO : Epoch 1784 | loss: 0.0310749 | val_loss: 0.0311123 | Time: 1591.6 ms [2021-01-22 02:24:39 main:574] : INFO : Epoch 1785 | loss: 0.0310688 | val_loss: 0.0311199 | Time: 1595.22 ms [2021-01-22 02:24:41 main:574] : INFO : Epoch 1786 | loss: 0.0310638 | val_loss: 0.0311187 | Time: 1628.83 ms [2021-01-22 02:24:43 main:574] : INFO : Epoch 1787 | loss: 0.0310593 | val_loss: 0.031119 | Time: 1601.54 ms [2021-01-22 02:24:44 main:574] : INFO : Epoch 1788 | loss: 0.031061 | val_loss: 0.0311181 | Time: 1618.97 ms [2021-01-22 02:24:46 main:574] : INFO : Epoch 1789 | loss: 0.0310649 | val_loss: 0.0311096 | Time: 1626.13 ms [2021-01-22 02:24:48 main:574] : INFO : Epoch 1790 | loss: 0.0310624 | val_loss: 0.0311122 | Time: 1673.11 ms [2021-01-22 02:24:49 main:574] : INFO : Epoch 1791 | loss: 0.0310559 | val_loss: 0.0311179 | Time: 1691.49 ms [2021-01-22 02:24:51 main:574] : INFO : Epoch 1792 | loss: 0.0310548 | val_loss: 0.0311249 | Time: 1619.46 ms [2021-01-22 02:24:53 main:574] : INFO : Epoch 1793 | loss: 0.0310571 | val_loss: 0.0311182 | Time: 1635.83 ms [2021-01-22 02:24:54 main:574] : INFO : Epoch 1794 | loss: 0.0310566 | val_loss: 0.031119 | Time: 1625.12 ms [2021-01-22 02:24:56 main:574] : INFO : Epoch 1795 | loss: 0.0310545 | val_loss: 0.0311215 | Time: 1619.64 ms [2021-01-22 02:24:58 main:574] : INFO : Epoch 1796 | loss: 0.0310485 | val_loss: 0.0311135 | Time: 1639.24 ms [2021-01-22 02:24:59 main:574] : INFO : Epoch 1797 | loss: 0.0310481 | val_loss: 0.0311169 | Time: 1585.36 ms [2021-01-22 02:25:01 main:574] : INFO : Epoch 1798 | loss: 0.0310546 | val_loss: 0.0311217 | Time: 1580.89 ms [2021-01-22 02:25:02 main:574] : INFO : Epoch 1799 | loss: 0.0310503 | val_loss: 0.0311216 | Time: 1592.07 ms [2021-01-22 02:25:04 main:574] : INFO : Epoch 1800 | loss: 0.03105 | val_loss: 0.0311249 | Time: 1584.84 ms [2021-01-22 02:25:06 main:574] : INFO : Epoch 1801 | loss: 0.0310515 | val_loss: 0.0311174 | Time: 1613.74 ms [2021-01-22 02:25:07 main:574] : INFO : Epoch 1802 | loss: 0.0310494 | val_loss: 0.0311262 | Time: 1613.5 ms [2021-01-22 02:25:09 main:574] : INFO : Epoch 1803 | loss: 0.0310443 | val_loss: 0.0311222 | Time: 1608.08 ms [2021-01-22 02:25:10 main:574] : INFO : Epoch 1804 | loss: 0.0310472 | val_loss: 0.0311158 | Time: 1551.92 ms [2021-01-22 02:25:12 main:574] : INFO : Epoch 1805 | loss: 0.0310467 | val_loss: 0.0311224 | Time: 1593.82 ms [2021-01-22 02:25:14 main:574] : INFO : Epoch 1806 | loss: 0.0310519 | val_loss: 0.0311176 | Time: 1686.52 ms [2021-01-22 02:25:15 main:574] : INFO : Epoch 1807 | loss: 0.0310501 | val_loss: 0.0311233 | Time: 1609.63 ms [2021-01-22 02:25:17 main:574] : INFO : Epoch 1808 | loss: 0.0310475 | val_loss: 0.0311248 | Time: 1565.13 ms [2021-01-22 02:25:19 main:574] : INFO : Epoch 1809 | loss: 0.0310455 | val_loss: 0.0311273 | Time: 1597.52 ms [2021-01-22 02:25:20 main:574] : INFO : Epoch 1810 | loss: 0.0310495 | val_loss: 0.0311192 | Time: 1584.42 ms [2021-01-22 02:25:22 main:574] : INFO : Epoch 1811 | loss: 0.0310503 | val_loss: 0.0311163 | Time: 1620.37 ms [2021-01-22 02:25:23 main:574] : INFO : Epoch 1812 | loss: 0.0310492 | val_loss: 0.0311138 | Time: 1666.4 ms [2021-01-22 02:25:25 main:574] : INFO : Epoch 1813 | loss: 0.0310504 | val_loss: 0.0311163 | Time: 1571.08 ms [2021-01-22 02:25:27 main:574] : INFO : Epoch 1814 | loss: 0.0310479 | val_loss: 0.0311207 | Time: 1616.86 ms [2021-01-22 02:25:28 main:574] : INFO : Epoch 1815 | loss: 0.0310453 | val_loss: 0.0311229 | Time: 1655.75 ms [2021-01-22 02:25:30 main:574] : INFO : Epoch 1816 | loss: 0.0310461 | val_loss: 0.0311144 | Time: 1623.13 ms [2021-01-22 02:25:32 main:574] : INFO : Epoch 1817 | loss: 0.0310482 | val_loss: 0.0311211 | Time: 1607.83 ms [2021-01-22 02:25:33 main:574] : INFO : Epoch 1818 | loss: 0.0310463 | val_loss: 0.0311252 | Time: 1598.28 ms [2021-01-22 02:25:35 main:574] : INFO : Epoch 1819 | loss: 0.0310455 | val_loss: 0.0311272 | Time: 1594.28 ms [2021-01-22 02:25:36 main:574] : INFO : Epoch 1820 | loss: 0.0310424 | val_loss: 0.031132 | Time: 1629.01 ms [2021-01-22 02:25:38 main:574] : INFO : Epoch 1821 | loss: 0.0310494 | val_loss: 0.0311227 | Time: 1647.87 ms [2021-01-22 02:25:40 main:574] : INFO : Epoch 1822 | loss: 0.031057 | val_loss: 0.0311112 | Time: 1581.04 ms [2021-01-22 02:25:41 main:574] : INFO : Epoch 1823 | loss: 0.0310596 | val_loss: 0.0311151 | Time: 1656.39 ms [2021-01-22 02:25:43 main:574] : INFO : Epoch 1824 | loss: 0.0310685 | val_loss: 0.0311201 | Time: 1587.19 ms [2021-01-22 02:25:45 main:574] : INFO : Epoch 1825 | loss: 0.0310611 | val_loss: 0.031114 | Time: 1614.35 ms [2021-01-22 02:25:46 main:574] : INFO : Epoch 1826 | loss: 0.0310528 | val_loss: 0.0311151 | Time: 1616.74 ms [2021-01-22 02:25:48 main:574] : INFO : Epoch 1827 | loss: 0.0310519 | val_loss: 0.0311157 | Time: 1600.91 ms [2021-01-22 02:25:49 main:574] : INFO : Epoch 1828 | loss: 0.0310604 | val_loss: 0.0311196 | Time: 1634.14 ms [2021-01-22 02:25:51 main:574] : INFO : Epoch 1829 | loss: 0.0310675 | val_loss: 0.0311151 | Time: 1616.5 ms [2021-01-22 02:25:53 main:574] : INFO : Epoch 1830 | loss: 0.0310651 | val_loss: 0.0311271 | Time: 1655.06 ms [2021-01-22 02:25:54 main:574] : INFO : Epoch 1831 | loss: 0.0310734 | val_loss: 0.0311148 | Time: 1622.27 ms [2021-01-22 02:25:56 main:574] : INFO : Epoch 1832 | loss: 0.0310626 | val_loss: 0.0311101 | Time: 1581.67 ms [2021-01-22 02:25:58 main:574] : INFO : Epoch 1833 | loss: 0.0310618 | val_loss: 0.0311052 | Time: 1602.56 ms [2021-01-22 02:25:59 main:574] : INFO : Epoch 1834 | loss: 0.0310587 | val_loss: 0.0311156 | Time: 1660.29 ms [2021-01-22 02:26:01 main:574] : INFO : Epoch 1835 | loss: 0.0310557 | val_loss: 0.031119 | Time: 1637.95 ms [2021-01-22 02:26:03 main:574] : INFO : Epoch 1836 | loss: 0.0310553 | val_loss: 0.0311085 | Time: 1586.35 ms [2021-01-22 02:26:04 main:574] : INFO : Epoch 1837 | loss: 0.0310532 | val_loss: 0.0311113 | Time: 1589.56 ms [2021-01-22 02:26:06 main:574] : INFO : Epoch 1838 | loss: 0.0310519 | val_loss: 0.0311186 | Time: 1582.55 ms [2021-01-22 02:26:07 main:574] : INFO : Epoch 1839 | loss: 0.0310558 | val_loss: 0.0311278 | Time: 1633.84 ms [2021-01-22 02:26:09 main:574] : INFO : Epoch 1840 | loss: 0.0310587 | val_loss: 0.0311201 | Time: 1571 ms [2021-01-22 02:26:11 main:574] : INFO : Epoch 1841 | loss: 0.0310528 | val_loss: 0.0311162 | Time: 1646.71 ms [2021-01-22 02:26:12 main:574] : INFO : Epoch 1842 | loss: 0.0310513 | val_loss: 0.0311186 | Time: 1593.65 ms [2021-01-22 02:26:14 main:574] : INFO : Epoch 1843 | loss: 0.0310508 | val_loss: 0.0311109 | Time: 1609.62 ms [2021-01-22 02:26:16 main:574] : INFO : Epoch 1844 | loss: 0.0310532 | val_loss: 0.0311096 | Time: 1740.96 ms [2021-01-22 02:26:17 main:574] : INFO : Epoch 1845 | loss: 0.0310721 | val_loss: 0.0311092 | Time: 1625.76 ms [2021-01-22 02:26:19 main:574] : INFO : Epoch 1846 | loss: 0.0310643 | val_loss: 0.0311157 | Time: 1646.78 ms [2021-01-22 02:26:21 main:574] : INFO : Epoch 1847 | loss: 0.0310743 | val_loss: 0.031113 | Time: 1636.58 ms [2021-01-22 02:26:22 main:574] : INFO : Epoch 1848 | loss: 0.0310653 | val_loss: 0.0311187 | Time: 1593.74 ms [2021-01-22 02:26:24 main:574] : INFO : Epoch 1849 | loss: 0.0310564 | val_loss: 0.031111 | Time: 1630.75 ms [2021-01-22 02:26:25 main:574] : INFO : Epoch 1850 | loss: 0.031061 | val_loss: 0.0311181 | Time: 1620.34 ms [2021-01-22 02:26:27 main:574] : INFO : Epoch 1851 | loss: 0.0310586 | val_loss: 0.0311073 | Time: 1627.15 ms [2021-01-22 02:26:29 main:574] : INFO : Epoch 1852 | loss: 0.031054 | val_loss: 0.0311092 | Time: 1600.92 ms [2021-01-22 02:26:30 main:574] : INFO : Epoch 1853 | loss: 0.0310542 | val_loss: 0.0311124 | Time: 1641 ms [2021-01-22 02:26:32 main:574] : INFO : Epoch 1854 | loss: 0.0310549 | val_loss: 0.031115 | Time: 1615.9 ms [2021-01-22 02:26:34 main:574] : INFO : Epoch 1855 | loss: 0.0310614 | val_loss: 0.031116 | Time: 1624.25 ms [2021-01-22 02:26:35 main:574] : INFO : Epoch 1856 | loss: 0.031061 | val_loss: 0.0311217 | Time: 1576.98 ms [2021-01-22 02:26:37 main:574] : INFO : Epoch 1857 | loss: 0.0310643 | val_loss: 0.0311203 | Time: 1612.72 ms [2021-01-22 02:26:39 main:574] : INFO : Epoch 1858 | loss: 0.0310672 | val_loss: 0.0311134 | Time: 1639.32 ms [2021-01-22 02:26:40 main:574] : INFO : Epoch 1859 | loss: 0.0310616 | val_loss: 0.0311108 | Time: 1571.97 ms [2021-01-22 02:26:42 main:574] : INFO : Epoch 1860 | loss: 0.0310567 | val_loss: 0.0311167 | Time: 1599.76 ms [2021-01-22 02:26:43 main:574] : INFO : Epoch 1861 | loss: 0.0310618 | val_loss: 0.0311142 | Time: 1663.28 ms [2021-01-22 02:26:45 main:574] : INFO : Epoch 1862 | loss: 0.0310631 | val_loss: 0.0311121 | Time: 1664.08 ms [2021-01-22 02:26:47 main:574] : INFO : Epoch 1863 | loss: 0.0310591 | val_loss: 0.0311112 | Time: 1591.18 ms [2021-01-22 02:26:48 main:574] : INFO : Epoch 1864 | loss: 0.0310596 | val_loss: 0.0311176 | Time: 1573.69 ms [2021-01-22 02:26:50 main:574] : INFO : Epoch 1865 | loss: 0.031097 | val_loss: 0.0311215 | Time: 1634.06 ms [2021-01-22 02:26:52 main:574] : INFO : Epoch 1866 | loss: 0.0310962 | val_loss: 0.0311136 | Time: 1610.47 ms [2021-01-22 02:26:53 main:574] : INFO : Epoch 1867 | loss: 0.0310848 | val_loss: 0.0311137 | Time: 1599.06 ms [2021-01-22 02:26:55 main:574] : INFO : Epoch 1868 | loss: 0.0310786 | val_loss: 0.0311182 | Time: 1621.84 ms [2021-01-22 02:26:56 main:574] : INFO : Epoch 1869 | loss: 0.0310741 | val_loss: 0.0311123 | Time: 1635.56 ms [2021-01-22 02:26:58 main:574] : INFO : Epoch 1870 | loss: 0.0310699 | val_loss: 0.0311133 | Time: 1633.87 ms [2021-01-22 02:27:00 main:574] : INFO : Epoch 1871 | loss: 0.0310644 | val_loss: 0.031107 | Time: 1621.43 ms [2021-01-22 02:27:01 main:574] : INFO : Epoch 1872 | loss: 0.0310682 | val_loss: 0.0311111 | Time: 1602.06 ms [2021-01-22 02:27:03 main:574] : INFO : Epoch 1873 | loss: 0.0310632 | val_loss: 0.0311116 | Time: 1604.45 ms [2021-01-22 02:27:05 main:574] : INFO : Epoch 1874 | loss: 0.0310595 | val_loss: 0.03111 | Time: 1599.93 ms [2021-01-22 02:27:06 main:574] : INFO : Epoch 1875 | loss: 0.0310556 | val_loss: 0.0311108 | Time: 1603.91 ms [2021-01-22 02:27:08 main:574] : INFO : Epoch 1876 | loss: 0.0310571 | val_loss: 0.0311177 | Time: 1613.62 ms [2021-01-22 02:27:09 main:574] : INFO : Epoch 1877 | loss: 0.0310549 | val_loss: 0.0311119 | Time: 1588.08 ms [2021-01-22 02:27:11 main:574] : INFO : Epoch 1878 | loss: 0.0310533 | val_loss: 0.0311084 | Time: 1601.91 ms [2021-01-22 02:27:13 main:574] : INFO : Epoch 1879 | loss: 0.031059 | val_loss: 0.031115 | Time: 1613.38 ms [2021-01-22 02:27:14 main:574] : INFO : Epoch 1880 | loss: 0.0310639 | val_loss: 0.0311073 | Time: 1653.93 ms [2021-01-22 02:27:16 main:574] : INFO : Epoch 1881 | loss: 0.0310602 | val_loss: 0.0311114 | Time: 1620.66 ms [2021-01-22 02:27:18 main:574] : INFO : Epoch 1882 | loss: 0.031065 | val_loss: 0.0311128 | Time: 1634.64 ms [2021-01-22 02:27:19 main:574] : INFO : Epoch 1883 | loss: 0.0310664 | val_loss: 0.0311087 | Time: 1592.15 ms [2021-01-22 02:27:21 main:574] : INFO : Epoch 1884 | loss: 0.0310604 | val_loss: 0.0311089 | Time: 1618.17 ms [2021-01-22 02:27:23 main:574] : INFO : Epoch 1885 | loss: 0.0310538 | val_loss: 0.0311141 | Time: 1626.19 ms [2021-01-22 02:27:24 main:574] : INFO : Epoch 1886 | loss: 0.0310498 | val_loss: 0.0311122 | Time: 1638.84 ms [2021-01-22 02:27:26 main:574] : INFO : Epoch 1887 | loss: 0.0310486 | val_loss: 0.0311231 | Time: 1622.78 ms [2021-01-22 02:27:28 main:574] : INFO : Epoch 1888 | loss: 0.0310481 | val_loss: 0.0311182 | Time: 1614.51 ms [2021-01-22 02:27:29 main:574] : INFO : Epoch 1889 | loss: 0.0310458 | val_loss: 0.0311176 | Time: 1579.03 ms [2021-01-22 02:27:31 main:574] : INFO : Epoch 1890 | loss: 0.0310473 | val_loss: 0.0311153 | Time: 1608.15 ms [2021-01-22 02:27:32 main:574] : INFO : Epoch 1891 | loss: 0.0310501 | val_loss: 0.0311133 | Time: 1659.62 ms [2021-01-22 02:27:34 main:574] : INFO : Epoch 1892 | loss: 0.0310505 | val_loss: 0.0311144 | Time: 1620.86 ms [2021-01-22 02:27:36 main:574] : INFO : Epoch 1893 | loss: 0.0310707 | val_loss: 0.0311227 | Time: 1611.2 ms [2021-01-22 02:27:37 main:574] : INFO : Epoch 1894 | loss: 0.0310695 | val_loss: 0.031111 | Time: 1572.74 ms [2021-01-22 02:27:39 main:574] : INFO : Epoch 1895 | loss: 0.0310612 | val_loss: 0.0311064 | Time: 1614.34 ms [2021-01-22 02:27:41 main:574] : INFO : Epoch 1896 | loss: 0.0310574 | val_loss: 0.0311108 | Time: 1603.48 ms [2021-01-22 02:27:42 main:574] : INFO : Epoch 1897 | loss: 0.0310528 | val_loss: 0.031114 | Time: 1642.95 ms [2021-01-22 02:27:44 main:574] : INFO : Epoch 1898 | loss: 0.0310507 | val_loss: 0.031117 | Time: 1605.41 ms [2021-01-22 02:27:45 main:574] : INFO : Epoch 1899 | loss: 0.0310479 | val_loss: 0.0311127 | Time: 1639.94 ms [2021-01-22 02:27:47 main:574] : INFO : Epoch 1900 | loss: 0.0310461 | val_loss: 0.0311174 | Time: 1631.09 ms [2021-01-22 02:27:49 main:574] : INFO : Epoch 1901 | loss: 0.0310435 | val_loss: 0.0311128 | Time: 1622.43 ms [2021-01-22 02:27:50 main:574] : INFO : Epoch 1902 | loss: 0.0310469 | val_loss: 0.0311121 | Time: 1638.26 ms [2021-01-22 02:27:52 main:574] : INFO : Epoch 1903 | loss: 0.0310453 | val_loss: 0.0311144 | Time: 1611.34 ms [2021-01-22 02:27:54 main:574] : INFO : Epoch 1904 | loss: 0.0310471 | val_loss: 0.0311154 | Time: 1624.92 ms [2021-01-22 02:27:55 main:574] : INFO : Epoch 1905 | loss: 0.0310469 | val_loss: 0.0311109 | Time: 1646.6 ms [2021-01-22 02:27:57 main:574] : INFO : Epoch 1906 | loss: 0.0310476 | val_loss: 0.0311096 | Time: 1607.16 ms [2021-01-22 02:27:59 main:574] : INFO : Epoch 1907 | loss: 0.0310478 | val_loss: 0.0311116 | Time: 1579.49 ms [2021-01-22 02:28:00 main:574] : INFO : Epoch 1908 | loss: 0.0310512 | val_loss: 0.0311193 | Time: 1650.8 ms [2021-01-22 02:28:02 main:574] : INFO : Epoch 1909 | loss: 0.0310563 | val_loss: 0.0311144 | Time: 1601.65 ms [2021-01-22 02:28:03 main:574] : INFO : Epoch 1910 | loss: 0.0310648 | val_loss: 0.0311159 | Time: 1645.91 ms [2021-01-22 02:28:05 main:574] : INFO : Epoch 1911 | loss: 0.0310623 | val_loss: 0.0311117 | Time: 1588.37 ms [2021-01-22 02:28:07 main:574] : INFO : Epoch 1912 | loss: 0.031067 | val_loss: 0.0311209 | Time: 1617.46 ms [2021-01-22 02:28:08 main:574] : INFO : Epoch 1913 | loss: 0.0310743 | val_loss: 0.0311102 | Time: 1605.56 ms [2021-01-22 02:28:10 main:574] : INFO : Epoch 1914 | loss: 0.0310582 | val_loss: 0.0311143 | Time: 1606.81 ms [2021-01-22 02:28:12 main:574] : INFO : Epoch 1915 | loss: 0.0310586 | val_loss: 0.0311156 | Time: 1608.61 ms [2021-01-22 02:28:13 main:574] : INFO : Epoch 1916 | loss: 0.0310588 | val_loss: 0.0311156 | Time: 1639.89 ms [2021-01-22 02:28:15 main:574] : INFO : Epoch 1917 | loss: 0.0310517 | val_loss: 0.0311197 | Time: 1615.92 ms [2021-01-22 02:28:17 main:574] : INFO : Epoch 1918 | loss: 0.0310518 | val_loss: 0.0311137 | Time: 1636.39 ms [2021-01-22 02:28:18 main:574] : INFO : Epoch 1919 | loss: 0.0310536 | val_loss: 0.0311156 | Time: 1656.12 ms [2021-01-22 02:28:20 main:574] : INFO : Epoch 1920 | loss: 0.0310566 | val_loss: 0.0311145 | Time: 1610.98 ms [2021-01-22 02:28:21 main:574] : INFO : Epoch 1921 | loss: 0.0310539 | val_loss: 0.0311194 | Time: 1611.7 ms [2021-01-22 02:28:23 main:574] : INFO : Epoch 1922 | loss: 0.0310515 | val_loss: 0.0311144 | Time: 1549.86 ms [2021-01-22 02:28:25 main:574] : INFO : Epoch 1923 | loss: 0.031057 | val_loss: 0.0311256 | Time: 1637.29 ms [2021-01-22 02:28:26 main:574] : INFO : Epoch 1924 | loss: 0.0310515 | val_loss: 0.0311177 | Time: 1614.35 ms [2021-01-22 02:28:28 main:574] : INFO : Epoch 1925 | loss: 0.0310467 | val_loss: 0.0311139 | Time: 1637.02 ms [2021-01-22 02:28:30 main:574] : INFO : Epoch 1926 | loss: 0.0310457 | val_loss: 0.0311197 | Time: 1673.3 ms [2021-01-22 02:28:31 main:574] : INFO : Epoch 1927 | loss: 0.0310444 | val_loss: 0.031122 | Time: 1643.58 ms [2021-01-22 02:28:33 main:574] : INFO : Epoch 1928 | loss: 0.0310449 | val_loss: 0.031116 | Time: 1629.27 ms [2021-01-22 02:28:35 main:574] : INFO : Epoch 1929 | loss: 0.0310594 | val_loss: 0.031109 | Time: 1616.22 ms [2021-01-22 02:28:36 main:574] : INFO : Epoch 1930 | loss: 0.0310572 | val_loss: 0.0311183 | Time: 1585.18 ms [2021-01-22 02:28:38 main:574] : INFO : Epoch 1931 | loss: 0.0310553 | val_loss: 0.0311127 | Time: 1618.25 ms [2021-01-22 02:28:39 main:574] : INFO : Epoch 1932 | loss: 0.0310512 | val_loss: 0.0311125 | Time: 1575.03 ms [2021-01-22 02:28:41 main:574] : INFO : Epoch 1933 | loss: 0.0310616 | val_loss: 0.0311213 | Time: 1623.15 ms [2021-01-22 02:28:43 main:574] : INFO : Epoch 1934 | loss: 0.0310603 | val_loss: 0.0311162 | Time: 1630.7 ms [2021-01-22 02:28:44 main:574] : INFO : Epoch 1935 | loss: 0.0310548 | val_loss: 0.0311098 | Time: 1647.27 ms [2021-01-22 02:28:46 main:574] : INFO : Epoch 1936 | loss: 0.0310529 | val_loss: 0.0311184 | Time: 1583.56 ms [2021-01-22 02:28:48 main:574] : INFO : Epoch 1937 | loss: 0.0310634 | val_loss: 0.0311134 | Time: 1581.81 ms [2021-01-22 02:28:49 main:574] : INFO : Epoch 1938 | loss: 0.0310616 | val_loss: 0.0311133 | Time: 1641.92 ms [2021-01-22 02:28:51 main:574] : INFO : Epoch 1939 | loss: 0.0310602 | val_loss: 0.0311089 | Time: 1617.38 ms [2021-01-22 02:28:53 main:574] : INFO : Epoch 1940 | loss: 0.0310645 | val_loss: 0.0311094 | Time: 1637.48 ms [2021-01-22 02:28:54 main:574] : INFO : Epoch 1941 | loss: 0.031064 | val_loss: 0.0311098 | Time: 1668.49 ms [2021-01-22 02:28:56 main:574] : INFO : Epoch 1942 | loss: 0.0310661 | val_loss: 0.0311181 | Time: 1596.93 ms [2021-01-22 02:28:57 main:574] : INFO : Epoch 1943 | loss: 0.0310667 | val_loss: 0.0311146 | Time: 1631.56 ms [2021-01-22 02:28:59 main:574] : INFO : Epoch 1944 | loss: 0.0310653 | val_loss: 0.0311096 | Time: 1635.88 ms [2021-01-22 02:29:01 main:574] : INFO : Epoch 1945 | loss: 0.0310625 | val_loss: 0.0311276 | Time: 1637.41 ms [2021-01-22 02:29:02 main:574] : INFO : Epoch 1946 | loss: 0.0310592 | val_loss: 0.0311188 | Time: 1604.51 ms [2021-01-22 02:29:04 main:574] : INFO : Epoch 1947 | loss: 0.0310542 | val_loss: 0.0311104 | Time: 1642.67 ms [2021-01-22 02:29:06 main:574] : INFO : Epoch 1948 | loss: 0.0310631 | val_loss: 0.0311202 | Time: 1625.18 ms [2021-01-22 02:29:07 main:574] : INFO : Epoch 1949 | loss: 0.0310831 | val_loss: 0.0311234 | Time: 1679.98 ms [2021-01-22 02:29:09 main:574] : INFO : Epoch 1950 | loss: 0.0310726 | val_loss: 0.0311171 | Time: 1626.98 ms [2021-01-22 02:29:11 main:574] : INFO : Epoch 1951 | loss: 0.0310681 | val_loss: 0.0311094 | Time: 1603.14 ms [2021-01-22 02:29:12 main:574] : INFO : Epoch 1952 | loss: 0.0310629 | val_loss: 0.031119 | Time: 1622.49 ms [2021-01-22 02:29:14 main:574] : INFO : Epoch 1953 | loss: 0.0310614 | val_loss: 0.0311129 | Time: 1600.36 ms [2021-01-22 02:29:15 main:574] : INFO : Epoch 1954 | loss: 0.031056 | val_loss: 0.0311134 | Time: 1592.52 ms [2021-01-22 02:29:17 main:574] : INFO : Epoch 1955 | loss: 0.0310571 | val_loss: 0.0311197 | Time: 1631.89 ms [2021-01-22 02:29:19 main:574] : INFO : Epoch 1956 | loss: 0.0310568 | val_loss: 0.0311166 | Time: 1580.2 ms [2021-01-22 02:29:20 main:574] : INFO : Epoch 1957 | loss: 0.0310553 | val_loss: 0.0311098 | Time: 1606.44 ms [2021-01-22 02:29:22 main:574] : INFO : Epoch 1958 | loss: 0.031061 | val_loss: 0.031111 | Time: 1598.98 ms [2021-01-22 02:29:24 main:574] : INFO : Epoch 1959 | loss: 0.0310547 | val_loss: 0.0311173 | Time: 1603.72 ms [2021-01-22 02:29:25 main:574] : INFO : Epoch 1960 | loss: 0.0310534 | val_loss: 0.03112 | Time: 1595.98 ms [2021-01-22 02:29:27 main:574] : INFO : Epoch 1961 | loss: 0.0310593 | val_loss: 0.0311162 | Time: 1614.3 ms [2021-01-22 02:29:28 main:574] : INFO : Epoch 1962 | loss: 0.0310675 | val_loss: 0.0311177 | Time: 1591.31 ms [2021-01-22 02:29:30 main:574] : INFO : Epoch 1963 | loss: 0.0310581 | val_loss: 0.0311148 | Time: 1593.44 ms [2021-01-22 02:29:32 main:574] : INFO : Epoch 1964 | loss: 0.0310555 | val_loss: 0.0311122 | Time: 1605.82 ms [2021-01-22 02:29:33 main:574] : INFO : Epoch 1965 | loss: 0.0310683 | val_loss: 0.0311085 | Time: 1592.63 ms [2021-01-22 02:29:35 main:574] : INFO : Epoch 1966 | loss: 0.0310641 | val_loss: 0.0311136 | Time: 1578.61 ms [2021-01-22 02:29:37 main:574] : INFO : Epoch 1967 | loss: 0.0310617 | val_loss: 0.031108 | Time: 1589.72 ms [2021-01-22 02:29:38 main:574] : INFO : Epoch 1968 | loss: 0.031055 | val_loss: 0.0311022 | Time: 1599.37 ms [2021-01-22 02:29:40 main:574] : INFO : Epoch 1969 | loss: 0.0310559 | val_loss: 0.0311055 | Time: 1654.77 ms [2021-01-22 02:29:41 main:574] : INFO : Epoch 1970 | loss: 0.0310518 | val_loss: 0.0311098 | Time: 1622.87 ms [2021-01-22 02:29:43 main:574] : INFO : Epoch 1971 | loss: 0.0310495 | val_loss: 0.0311155 | Time: 1624.51 ms [2021-01-22 02:29:45 main:574] : INFO : Epoch 1972 | loss: 0.0310641 | val_loss: 0.0311041 | Time: 1567.73 ms [2021-01-22 02:29:46 main:574] : INFO : Epoch 1973 | loss: 0.0310625 | val_loss: 0.0311062 | Time: 1621.92 ms [2021-01-22 02:29:48 main:574] : INFO : Epoch 1974 | loss: 0.0310611 | val_loss: 0.0311074 | Time: 1605.71 ms [2021-01-22 02:29:50 main:574] : INFO : Epoch 1975 | loss: 0.0310608 | val_loss: 0.0311103 | Time: 1634.61 ms [2021-01-22 02:29:51 main:574] : INFO : Epoch 1976 | loss: 0.0310554 | val_loss: 0.0311102 | Time: 1581.78 ms [2021-01-22 02:29:53 main:574] : INFO : Epoch 1977 | loss: 0.0310533 | val_loss: 0.0311167 | Time: 1610.83 ms [2021-01-22 02:29:54 main:574] : INFO : Epoch 1978 | loss: 0.0310556 | val_loss: 0.0311196 | Time: 1578.16 ms [2021-01-22 02:29:56 main:574] : INFO : Epoch 1979 | loss: 0.0310495 | val_loss: 0.0311251 | Time: 1571.38 ms [2021-01-22 02:29:58 main:574] : INFO : Epoch 1980 | loss: 0.0310479 | val_loss: 0.03111 | Time: 1604.6 ms [2021-01-22 02:29:59 main:574] : INFO : Epoch 1981 | loss: 0.0310449 | val_loss: 0.0311148 | Time: 1666.38 ms [2021-01-22 02:30:01 main:574] : INFO : Epoch 1982 | loss: 0.0310514 | val_loss: 0.0311119 | Time: 1589.66 ms [2021-01-22 02:30:02 main:574] : INFO : Epoch 1983 | loss: 0.0310506 | val_loss: 0.0311088 | Time: 1644.79 ms [2021-01-22 02:30:04 main:574] : INFO : Epoch 1984 | loss: 0.031049 | val_loss: 0.0311173 | Time: 1643.29 ms [2021-01-22 02:30:06 main:574] : INFO : Epoch 1985 | loss: 0.0310514 | val_loss: 0.0311211 | Time: 1614.11 ms [2021-01-22 02:30:07 main:574] : INFO : Epoch 1986 | loss: 0.0310508 | val_loss: 0.0311206 | Time: 1628.69 ms [2021-01-22 02:30:09 main:574] : INFO : Epoch 1987 | loss: 0.0310479 | val_loss: 0.0311174 | Time: 1626.19 ms [2021-01-22 02:30:11 main:574] : INFO : Epoch 1988 | loss: 0.031049 | val_loss: 0.0311147 | Time: 1614.47 ms [2021-01-22 02:30:12 main:574] : INFO : Epoch 1989 | loss: 0.0310505 | val_loss: 0.0311195 | Time: 1615.67 ms [2021-01-22 02:30:14 main:574] : INFO : Epoch 1990 | loss: 0.0310563 | val_loss: 0.0311154 | Time: 1649.38 ms [2021-01-22 02:30:16 main:574] : INFO : Epoch 1991 | loss: 0.0310546 | val_loss: 0.0311145 | Time: 1595.43 ms [2021-01-22 02:30:17 main:574] : INFO : Epoch 1992 | loss: 0.0310529 | val_loss: 0.0311132 | Time: 1641.95 ms [2021-01-22 02:30:19 main:574] : INFO : Epoch 1993 | loss: 0.0310514 | val_loss: 0.0311161 | Time: 1689.9 ms [2021-01-22 02:30:21 main:574] : INFO : Epoch 1994 | loss: 0.0310501 | val_loss: 0.0311275 | Time: 1615.12 ms [2021-01-22 02:30:22 main:574] : INFO : Epoch 1995 | loss: 0.0311127 | val_loss: 0.0312125 | Time: 1609.9 ms [2021-01-22 02:30:24 main:574] : INFO : Epoch 1996 | loss: 0.0311496 | val_loss: 0.0311364 | Time: 1595.73 ms [2021-01-22 02:30:25 main:574] : INFO : Epoch 1997 | loss: 0.0311072 | val_loss: 0.031134 | Time: 1630.51 ms [2021-01-22 02:30:27 main:574] : INFO : Epoch 1998 | loss: 0.0310909 | val_loss: 0.0311141 | Time: 1596.63 ms [2021-01-22 02:30:29 main:574] : INFO : Epoch 1999 | loss: 0.0310853 | val_loss: 0.0311116 | Time: 1651.77 ms [2021-01-22 02:30:30 main:574] : INFO : Epoch 2000 | loss: 0.0310853 | val_loss: 0.0311086 | Time: 1631.59 ms [2021-01-22 02:30:32 main:574] : INFO : Epoch 2001 | loss: 0.0310778 | val_loss: 0.0311121 | Time: 1577.26 ms [2021-01-22 02:30:34 main:574] : INFO : Epoch 2002 | loss: 0.03108 | val_loss: 0.0311048 | Time: 1638.14 ms [2021-01-22 02:30:35 main:574] : INFO : Epoch 2003 | loss: 0.0310744 | val_loss: 0.0311043 | Time: 1621.67 ms [2021-01-22 02:30:37 main:574] : INFO : Epoch 2004 | loss: 0.0310699 | val_loss: 0.031111 | Time: 1636.8 ms [2021-01-22 02:30:39 main:574] : INFO : Epoch 2005 | loss: 0.0310671 | val_loss: 0.0311074 | Time: 1629.82 ms [2021-01-22 02:30:40 main:574] : INFO : Epoch 2006 | loss: 0.0310645 | val_loss: 0.0311137 | Time: 1604.32 ms [2021-01-22 02:30:42 main:574] : INFO : Epoch 2007 | loss: 0.0310678 | val_loss: 0.0311199 | Time: 1580.57 ms [2021-01-22 02:30:43 main:574] : INFO : Epoch 2008 | loss: 0.0310711 | val_loss: 0.0311103 | Time: 1615.56 ms [2021-01-22 02:30:45 main:574] : INFO : Epoch 2009 | loss: 0.0310701 | val_loss: 0.0311209 | Time: 1600.49 ms [2021-01-22 02:30:47 main:574] : INFO : Epoch 2010 | loss: 0.0310735 | val_loss: 0.0311197 | Time: 1573.46 ms [2021-01-22 02:30:48 main:574] : INFO : Epoch 2011 | loss: 0.0310862 | val_loss: 0.0311235 | Time: 1571.29 ms [2021-01-22 02:30:50 main:574] : INFO : Epoch 2012 | loss: 0.031087 | val_loss: 0.0311118 | Time: 1574.67 ms [2021-01-22 02:30:51 main:574] : INFO : Epoch 2013 | loss: 0.0310758 | val_loss: 0.0311092 | Time: 1616.98 ms [2021-01-22 02:30:53 main:574] : INFO : Epoch 2014 | loss: 0.0310689 | val_loss: 0.0311147 | Time: 1622.34 ms [2021-01-22 02:30:55 main:574] : INFO : Epoch 2015 | loss: 0.0310641 | val_loss: 0.0311117 | Time: 1561.52 ms [2021-01-22 02:30:56 main:574] : INFO : Epoch 2016 | loss: 0.0310644 | val_loss: 0.0311154 | Time: 1638.36 ms [2021-01-22 02:30:58 main:574] : INFO : Epoch 2017 | loss: 0.0310594 | val_loss: 0.0311089 | Time: 1631.37 ms [2021-01-22 02:31:00 main:574] : INFO : Epoch 2018 | loss: 0.0310599 | val_loss: 0.0311145 | Time: 1610.32 ms [2021-01-22 02:31:01 main:574] : INFO : Epoch 2019 | loss: 0.0310606 | val_loss: 0.0311246 | Time: 1598.81 ms [2021-01-22 02:31:03 main:574] : INFO : Epoch 2020 | loss: 0.0310592 | val_loss: 0.0311175 | Time: 1581.52 ms [2021-01-22 02:31:04 main:574] : INFO : Epoch 2021 | loss: 0.0310568 | val_loss: 0.0311141 | Time: 1601.17 ms [2021-01-22 02:31:06 main:574] : INFO : Epoch 2022 | loss: 0.0310581 | val_loss: 0.0311161 | Time: 1660.33 ms [2021-01-22 02:31:08 main:574] : INFO : Epoch 2023 | loss: 0.0310622 | val_loss: 0.0311188 | Time: 1617.95 ms [2021-01-22 02:31:09 main:574] : INFO : Epoch 2024 | loss: 0.0310643 | val_loss: 0.0311182 | Time: 1627.05 ms [2021-01-22 02:31:11 main:574] : INFO : Epoch 2025 | loss: 0.0310577 | val_loss: 0.0311124 | Time: 1602.41 ms [2021-01-22 02:31:13 main:574] : INFO : Epoch 2026 | loss: 0.0310573 | val_loss: 0.0311176 | Time: 1632.81 ms [2021-01-22 02:31:14 main:574] : INFO : Epoch 2027 | loss: 0.0310607 | val_loss: 0.031114 | Time: 1583.63 ms [2021-01-22 02:31:16 main:574] : INFO : Epoch 2028 | loss: 0.0310642 | val_loss: 0.0311132 | Time: 1635.29 ms [2021-01-22 02:31:17 main:574] : INFO : Epoch 2029 | loss: 0.0310606 | val_loss: 0.0311218 | Time: 1585.49 ms [2021-01-22 02:31:19 main:574] : INFO : Epoch 2030 | loss: 0.0310609 | val_loss: 0.0311209 | Time: 1597.01 ms [2021-01-22 02:31:21 main:574] : INFO : Epoch 2031 | loss: 0.031058 | val_loss: 0.0311233 | Time: 1664.68 ms [2021-01-22 02:31:22 main:574] : INFO : Epoch 2032 | loss: 0.0310628 | val_loss: 0.0311097 | Time: 1598.65 ms [2021-01-22 02:31:24 main:574] : INFO : Epoch 2033 | loss: 0.0310563 | val_loss: 0.0311068 | Time: 1608.21 ms [2021-01-22 02:31:26 main:574] : INFO : Epoch 2034 | loss: 0.0310542 | val_loss: 0.031111 | Time: 1582.85 ms [2021-01-22 02:31:27 main:574] : INFO : Epoch 2035 | loss: 0.0310526 | val_loss: 0.0311113 | Time: 1601.36 ms [2021-01-22 02:31:29 main:574] : INFO : Epoch 2036 | loss: 0.031051 | val_loss: 0.0311228 | Time: 1618.32 ms [2021-01-22 02:31:30 main:574] : INFO : Epoch 2037 | loss: 0.0310588 | val_loss: 0.0311086 | Time: 1599.99 ms [2021-01-22 02:31:32 main:574] : INFO : Epoch 2038 | loss: 0.0310515 | val_loss: 0.0311253 | Time: 1613.56 ms [2021-01-22 02:31:34 main:574] : INFO : Epoch 2039 | loss: 0.0310516 | val_loss: 0.0311175 | Time: 1629.67 ms [2021-01-22 02:31:35 main:574] : INFO : Epoch 2040 | loss: 0.0310515 | val_loss: 0.0311215 | Time: 1670.51 ms [2021-01-22 02:31:37 main:574] : INFO : Epoch 2041 | loss: 0.0310488 | val_loss: 0.0311153 | Time: 1660.66 ms [2021-01-22 02:31:39 main:574] : INFO : Epoch 2042 | loss: 0.0310507 | val_loss: 0.0311231 | Time: 1597.97 ms [2021-01-22 02:31:40 main:574] : INFO : Epoch 2043 | loss: 0.03105 | val_loss: 0.0311102 | Time: 1597.25 ms [2021-01-22 02:31:42 main:574] : INFO : Epoch 2044 | loss: 0.0310503 | val_loss: 0.0311231 | Time: 1581.62 ms [2021-01-22 02:31:44 main:574] : INFO : Epoch 2045 | loss: 0.0310477 | val_loss: 0.0311128 | Time: 1608.39 ms [2021-01-22 02:31:45 main:574] : INFO : Epoch 2046 | loss: 0.0310451 | val_loss: 0.0311215 | Time: 1611.49 ms [2021-01-22 02:31:47 main:574] : INFO : Epoch 2047 | loss: 0.0310465 | val_loss: 0.0311217 | Time: 1616.83 ms [2021-01-22 02:31:48 main:574] : INFO : Epoch 2048 | loss: 0.0310532 | val_loss: 0.0311307 | Time: 1595.38 ms [2021-01-22 02:31:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311307 [2021-01-22 02:31:48 main:603] : INFO : Saving end state to config to file [2021-01-22 02:31:48 main:608] : INFO : Success, exiting.. 02:31:48 (17932): 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)