Task 3751118
| Name | ParityModified-1611092156-23483-3_0 |
| Workunit | 1928225 |
| Created | 21 Jan 2021, 17:32:46 UTC |
| Sent | 22 Jan 2021, 5:46:57 UTC |
| Report deadline | 29 Jan 2021, 5:46:57 UTC |
| Received | 22 Jan 2021, 12:12:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 3033 |
| Run time | 2 hours 30 min |
| CPU time | 2 hours 16 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,462.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0312161 | val_loss: 0.0312153 | Time: 3740.25 ms [2021-01-21 23:46:58 main:574] : INFO : Epoch 1543 | loss: 0.0312139 | val_loss: 0.0312139 | Time: 3924.34 ms [2021-01-21 23:47:02 main:574] : INFO : Epoch 1544 | loss: 0.0312129 | val_loss: 0.031214 | Time: 3881.93 ms [2021-01-21 23:47:06 main:574] : INFO : Epoch 1545 | loss: 0.0312132 | val_loss: 0.0312172 | Time: 3808.7 ms [2021-01-21 23:47:10 main:574] : INFO : Epoch 1546 | loss: 0.0312135 | val_loss: 0.0312138 | Time: 3903.28 ms [2021-01-21 23:47:14 main:574] : INFO : Epoch 1547 | loss: 0.0312164 | val_loss: 0.0312156 | Time: 3820.25 ms [2021-01-21 23:47:18 main:574] : INFO : Epoch 1548 | loss: 0.0312142 | val_loss: 0.0312151 | Time: 3879.19 ms [2021-01-21 23:47:22 main:574] : INFO : Epoch 1549 | loss: 0.0312139 | val_loss: 0.0312152 | Time: 3988.85 ms [2021-01-21 23:47:26 main:574] : INFO : Epoch 1550 | loss: 0.0312133 | val_loss: 0.0312142 | Time: 3690.47 ms [2021-01-21 23:47:30 main:574] : INFO : Epoch 1551 | loss: 0.031213 | val_loss: 0.0312156 | Time: 3839.89 ms [2021-01-21 23:47:34 main:574] : INFO : Epoch 1552 | loss: 0.031215 | val_loss: 0.0312149 | Time: 3732.89 ms [2021-01-21 23:47:37 main:574] : INFO : Epoch 1553 | loss: 0.0312127 | val_loss: 0.031214 | Time: 3750.66 ms [2021-01-21 23:47:41 main:574] : INFO : Epoch 1554 | loss: 0.0312117 | val_loss: 0.0312141 | Time: 3797.17 ms [2021-01-21 23:47:45 main:574] : INFO : Epoch 1555 | loss: 0.0312113 | val_loss: 0.0312138 | Time: 3971.76 ms [2021-01-21 23:47:49 main:574] : INFO : Epoch 1556 | loss: 0.0312111 | val_loss: 0.0312134 | Time: 3832.17 ms [2021-01-21 23:47:53 main:574] : INFO : Epoch 1557 | loss: 0.0312112 | val_loss: 0.031214 | Time: 3762.76 ms [2021-01-21 23:47:57 main:574] : INFO : Epoch 1558 | loss: 0.0312112 | val_loss: 0.0312141 | Time: 3789.63 ms [2021-01-21 23:48:01 main:574] : INFO : Epoch 1559 | loss: 0.0312114 | val_loss: 0.0312145 | Time: 3852.87 ms [2021-01-21 23:48:05 main:574] : INFO : Epoch 1560 | loss: 0.0312114 | val_loss: 0.0312129 | Time: 3758.51 ms [2021-01-21 23:48:08 main:574] : INFO : Epoch 1561 | loss: 0.0312122 | val_loss: 0.0312153 | Time: 3839.89 ms [2021-01-21 23:48:12 main:574] : INFO : Epoch 1562 | loss: 0.0312106 | val_loss: 0.0312132 | Time: 3897.83 ms [2021-01-21 23:48:16 main:574] : INFO : Epoch 1563 | loss: 0.0312117 | val_loss: 0.0312128 | Time: 3776.74 ms [2021-01-21 23:48:20 main:574] : INFO : Epoch 1564 | loss: 0.03121 | val_loss: 0.0312125 | Time: 3869.39 ms [2021-01-21 23:48:24 main:574] : INFO : Epoch 1565 | loss: 0.0312101 | val_loss: 0.0312139 | Time: 3723.21 ms [2021-01-21 23:48:28 main:574] : INFO : Epoch 1566 | loss: 0.0312116 | val_loss: 0.0312123 | Time: 3757.26 ms [2021-01-21 23:48:32 main:574] : INFO : Epoch 1567 | loss: 0.0312129 | val_loss: 0.0312172 | Time: 3832.18 ms [2021-01-21 23:48:36 main:574] : INFO : Epoch 1568 | loss: 0.0312162 | val_loss: 0.0312169 | Time: 3874.62 ms [2021-01-21 23:48:39 main:574] : INFO : Epoch 1569 | loss: 0.0312154 | val_loss: 0.0312375 | Time: 3814.98 ms [2021-01-21 23:48:43 main:574] : INFO : Epoch 1570 | loss: 0.0317281 | val_loss: 0.0317432 | Time: 3725.37 ms [2021-01-21 23:48:47 main:574] : INFO : Epoch 1571 | loss: 0.0344188 | val_loss: 0.0315233 | Time: 3840.97 ms [2021-01-21 23:48:51 main:574] : INFO : Epoch 1572 | loss: 0.0328199 | val_loss: 0.0315531 | Time: 3843.06 ms [2021-01-21 23:48:55 main:574] : INFO : Epoch 1573 | loss: 0.0314463 | val_loss: 0.0313159 | Time: 3935.75 ms [2021-01-21 23:48:59 main:574] : INFO : Epoch 1574 | loss: 0.0312772 | val_loss: 0.0312492 | Time: 3689.95 ms [2021-01-21 23:49:03 main:574] : INFO : Epoch 1575 | loss: 0.0312455 | val_loss: 0.0312412 | Time: 3974.35 ms [2021-01-21 23:49:07 main:574] : INFO : Epoch 1576 | loss: 0.0312385 | val_loss: 0.0312364 | Time: 3704.99 ms [2021-01-21 23:49:11 main:574] : INFO : Epoch 1577 | loss: 0.0312351 | val_loss: 0.0312343 | Time: 3878.95 ms [2021-01-21 23:49:15 main:574] : INFO : Epoch 1578 | loss: 0.0312325 | val_loss: 0.0312319 | Time: 3772.95 ms [2021-01-21 23:49:18 main:574] : INFO : Epoch 1579 | loss: 0.0312301 | val_loss: 0.0312296 | Time: 3745.53 ms [2021-01-21 23:49:22 main:574] : INFO : Epoch 1580 | loss: 0.0312278 | val_loss: 0.0312276 | Time: 3827.86 ms [2021-01-21 23:49:26 main:574] : INFO : Epoch 1581 | loss: 0.0312257 | val_loss: 0.0312258 | Time: 3822.91 ms [2021-01-21 23:49:30 main:574] : INFO : Epoch 1582 | loss: 0.0312241 | val_loss: 0.0312258 | Time: 3720.89 ms [2021-01-21 23:49:34 main:574] : INFO : Epoch 1583 | loss: 0.031223 | val_loss: 0.0312241 | Time: 3778.68 ms [2021-01-21 23:49:38 main:574] : INFO : Epoch 1584 | loss: 0.0312231 | val_loss: 0.0312233 | Time: 3873.2 ms [2021-01-21 23:49:42 main:574] : INFO : Epoch 1585 | loss: 0.0312234 | val_loss: 0.0312233 | Time: 3858.78 ms [2021-01-21 23:49:46 main:574] : INFO : Epoch 1586 | loss: 0.0312224 | val_loss: 0.0312279 | Time: 3955.92 ms [2021-01-21 23:49:49 main:574] : INFO : Epoch 1587 | loss: 0.0312225 | val_loss: 0.0312222 | Time: 3745.73 ms [2021-01-21 23:49:53 main:574] : INFO : Epoch 1588 | loss: 0.0312212 | val_loss: 0.0312227 | Time: 3783.73 ms [2021-01-21 23:49:57 main:574] : INFO : Epoch 1589 | loss: 0.0312205 | val_loss: 0.0312219 | Time: 3960.52 ms [2021-01-21 23:50:01 main:574] : INFO : Epoch 1590 | loss: 0.031221 | val_loss: 0.0312212 | Time: 3855.1 ms [2021-01-21 23:50:05 main:574] : INFO : Epoch 1591 | loss: 0.0312214 | val_loss: 0.0312247 | Time: 3786.3 ms [2021-01-21 23:50:09 main:574] : INFO : Epoch 1592 | loss: 0.0312213 | val_loss: 0.0312222 | Time: 3896.18 ms [2021-01-21 23:50:13 main:574] : INFO : Epoch 1593 | loss: 0.0312212 | val_loss: 0.0312218 | Time: 3790.15 ms [2021-01-21 23:50:17 main:574] : INFO : Epoch 1594 | loss: 0.0312198 | val_loss: 0.0312214 | Time: 3814.84 ms [2021-01-21 23:50:21 main:574] : INFO : Epoch 1595 | loss: 0.0312198 | val_loss: 0.0312218 | Time: 3695.39 ms [2021-01-21 23:50:24 main:574] : INFO : Epoch 1596 | loss: 0.0312202 | val_loss: 0.031225 | Time: 3741.74 ms [2021-01-21 23:50:28 main:574] : INFO : Epoch 1597 | loss: 0.0312205 | val_loss: 0.0312208 | Time: 3927.5 ms [2021-01-21 23:50:32 main:574] : INFO : Epoch 1598 | loss: 0.0312202 | val_loss: 0.0312228 | Time: 3760.86 ms [2021-01-21 23:50:36 main:574] : INFO : Epoch 1599 | loss: 0.0312202 | val_loss: 0.0312202 | Time: 3718.43 ms [2021-01-21 23:50:40 main:574] : INFO : Epoch 1600 | loss: 0.0312186 | val_loss: 0.0312232 | Time: 4003.37 ms [2021-01-21 23:50:44 main:574] : INFO : Epoch 1601 | loss: 0.0312186 | val_loss: 0.0312194 | Time: 3819.08 ms [2021-01-21 23:50:48 main:574] : INFO : Epoch 1602 | loss: 0.0312172 | val_loss: 0.0312203 | Time: 3816.56 ms [2021-01-21 23:50:52 main:574] : INFO : Epoch 1603 | loss: 0.0312173 | val_loss: 0.0312207 | Time: 3761.24 ms [2021-01-21 23:50:55 main:574] : INFO : Epoch 1604 | loss: 0.0312177 | val_loss: 0.0312254 | Time: 3826.61 ms [2021-01-21 23:50:59 main:574] : INFO : Epoch 1605 | loss: 0.0312184 | val_loss: 0.031221 | Time: 3789.87 ms [2021-01-21 23:51:03 main:574] : INFO : Epoch 1606 | loss: 0.0312178 | val_loss: 0.0312205 | Time: 3935 ms [2021-01-21 23:51:07 main:574] : INFO : Epoch 1607 | loss: 0.0312175 | val_loss: 0.0312203 | Time: 3817.81 ms [2021-01-21 23:51:11 main:574] : INFO : Epoch 1608 | loss: 0.0312168 | val_loss: 0.0312231 | Time: 3831.82 ms [2021-01-21 23:51:15 main:574] : INFO : Epoch 1609 | loss: 0.0312173 | val_loss: 0.0312212 | Time: 3843.88 ms [2021-01-21 23:51:19 main:574] : INFO : Epoch 1610 | loss: 0.0312173 | val_loss: 0.0312224 | Time: 3885.96 ms [2021-01-21 23:51:23 main:574] : INFO : Epoch 1611 | loss: 0.0312163 | val_loss: 0.0312203 | Time: 3823.66 ms [2021-01-21 23:51:27 main:574] : INFO : Epoch 1612 | loss: 0.0312165 | val_loss: 0.0312211 | Time: 3820.37 ms [2021-01-21 23:51:31 main:574] : INFO : Epoch 1613 | loss: 0.0312163 | val_loss: 0.0312206 | Time: 3859.61 ms [2021-01-21 23:51:35 main:574] : INFO : Epoch 1614 | loss: 0.0312161 | val_loss: 0.03122 | Time: 3958.82 ms [2021-01-21 23:51:38 main:574] : INFO : Epoch 1615 | loss: 0.0312156 | val_loss: 0.031219 | Time: 3801.65 ms [2021-01-21 23:51:42 main:574] : INFO : Epoch 1616 | loss: 0.0312155 | val_loss: 0.0312193 | Time: 3958.6 ms [2021-01-21 23:51:46 main:574] : INFO : Epoch 1617 | loss: 0.0312155 | val_loss: 0.031221 | Time: 3789.47 ms [2021-01-21 23:51:50 main:574] : INFO : Epoch 1618 | loss: 0.0312158 | val_loss: 0.0312179 | Time: 3805.74 ms [2021-01-21 23:51:54 main:574] : INFO : Epoch 1619 | loss: 0.031217 | val_loss: 0.0312224 | Time: 3937.75 ms [2021-01-21 23:51:58 main:574] : INFO : Epoch 1620 | loss: 0.0312144 | val_loss: 0.0312175 | Time: 3895.76 ms [2021-01-21 23:52:02 main:574] : INFO : Epoch 1621 | loss: 0.0312132 | val_loss: 0.0312173 | Time: 3727.13 ms [2021-01-21 23:52:06 main:574] : INFO : Epoch 1622 | loss: 0.0312138 | val_loss: 0.0312167 | Time: 3640.83 ms [2021-01-21 23:52:10 main:574] : INFO : Epoch 1623 | loss: 0.0312127 | val_loss: 0.031217 | Time: 3583.34 ms [2021-01-21 23:52:13 main:574] : INFO : Epoch 1624 | loss: 0.0312132 | val_loss: 0.0312164 | Time: 3517.47 ms [2021-01-21 23:52:17 main:574] : INFO : Epoch 1625 | loss: 0.0312129 | val_loss: 0.0312162 | Time: 3536.3 ms [2021-01-21 23:52:20 main:574] : INFO : Epoch 1626 | loss: 0.0312121 | val_loss: 0.0312153 | Time: 3487.29 ms [2021-01-21 23:52:24 main:574] : INFO : Epoch 1627 | loss: 0.0312125 | val_loss: 0.0312149 | Time: 3314.31 ms [2021-01-21 23:52:27 main:574] : INFO : Epoch 1628 | loss: 0.0312117 | val_loss: 0.0312176 | Time: 3498.01 ms [2021-01-21 23:52:31 main:574] : INFO : Epoch 1629 | loss: 0.031212 | val_loss: 0.0312154 | Time: 3540.09 ms [2021-01-21 23:52:34 main:574] : INFO : Epoch 1630 | loss: 0.0312118 | val_loss: 0.0312159 | Time: 3515.69 ms [2021-01-21 23:52:38 main:574] : INFO : Epoch 1631 | loss: 0.0312114 | val_loss: 0.031215 | Time: 3456.08 ms [2021-01-21 23:52:41 main:574] : INFO : Epoch 1632 | loss: 0.0312115 | val_loss: 0.0312154 | Time: 3393.79 ms [2021-01-21 23:52:45 main:574] : INFO : Epoch 1633 | loss: 0.0312118 | val_loss: 0.0312149 | Time: 3450.79 ms [2021-01-21 23:52:48 main:574] : INFO : Epoch 1634 | loss: 0.031211 | val_loss: 0.0312152 | Time: 3495.53 ms [2021-01-21 23:52:52 main:574] : INFO : Epoch 1635 | loss: 0.0312099 | val_loss: 0.0312143 | Time: 3334.59 ms [2021-01-21 23:52:55 main:574] : INFO : Epoch 1636 | loss: 0.0312097 | val_loss: 0.0312157 | Time: 3525.42 ms [2021-01-21 23:52:59 main:574] : INFO : Epoch 1637 | loss: 0.0312119 | val_loss: 0.0312176 | Time: 3407.89 ms [2021-01-21 23:53:03 main:574] : INFO : Epoch 1638 | loss: 0.0312105 | val_loss: 0.0312143 | Time: 3447.21 ms [2021-01-21 23:53:06 main:574] : INFO : Epoch 1639 | loss: 0.0312096 | val_loss: 0.0312132 | Time: 3497.86 ms [2021-01-21 23:53:10 main:574] : INFO : Epoch 1640 | loss: 0.0312093 | val_loss: 0.0312134 | Time: 3379.66 ms [2021-01-21 23:53:13 main:574] : INFO : Epoch 1641 | loss: 0.0312091 | val_loss: 0.0312157 | Time: 3516.65 ms [2021-01-21 23:53:17 main:574] : INFO : Epoch 1642 | loss: 0.0312102 | val_loss: 0.0312158 | Time: 3580.08 ms [2021-01-21 23:53:20 main:574] : INFO : Epoch 1643 | loss: 0.0312125 | val_loss: 0.031216 | Time: 3687.95 ms [2021-01-21 23:53:24 main:574] : INFO : Epoch 1644 | loss: 0.0312116 | val_loss: 0.0312135 | Time: 3420.41 ms [2021-01-21 23:53:27 main:574] : INFO : Epoch 1645 | loss: 0.0312084 | val_loss: 0.0312131 | Time: 3378.75 ms [2021-01-21 23:53:31 main:574] : INFO : Epoch 1646 | loss: 0.0312086 | val_loss: 0.0312136 | Time: 3505.23 ms [2021-01-21 23:53:35 main:574] : INFO : Epoch 1647 | loss: 0.0312088 | val_loss: 0.0312125 | Time: 3598.02 ms [2021-01-21 23:53:38 main:574] : INFO : Epoch 1648 | loss: 0.0312087 | val_loss: 0.0312137 | Time: 3452.67 ms [2021-01-21 23:53:42 main:574] : INFO : Epoch 1649 | loss: 0.0312088 | val_loss: 0.0312137 | Time: 3463.43 ms [2021-01-21 23:53:45 main:574] : INFO : Epoch 1650 | loss: 0.0312098 | val_loss: 0.0312137 | Time: 3455.86 ms [2021-01-21 23:53:49 main:574] : INFO : Epoch 1651 | loss: 0.0312083 | val_loss: 0.0312122 | Time: 3580.38 ms [2021-01-21 23:53:52 main:574] : INFO : Epoch 1652 | loss: 0.0312082 | val_loss: 0.0312127 | Time: 3425.85 ms [2021-01-21 23:53:56 main:574] : INFO : Epoch 1653 | loss: 0.0312079 | val_loss: 0.0312128 | Time: 3625 ms [2021-01-21 23:54:00 main:574] : INFO : Epoch 1654 | loss: 0.0312075 | val_loss: 0.0312128 | Time: 3564.16 ms [2021-01-21 23:54:03 main:574] : INFO : Epoch 1655 | loss: 0.0312079 | val_loss: 0.0312133 | Time: 3552.7 ms [2021-01-21 23:54:07 main:574] : INFO : Epoch 1656 | loss: 0.0312077 | val_loss: 0.0312131 | Time: 3495.75 ms [2021-01-21 23:54:10 main:574] : INFO : Epoch 1657 | loss: 0.0312092 | val_loss: 0.0312135 | Time: 3584.02 ms [2021-01-21 23:54:14 main:574] : INFO : Epoch 1658 | loss: 0.0312087 | val_loss: 0.0312138 | Time: 3439.39 ms [2021-01-21 23:54:18 main:574] : INFO : Epoch 1659 | loss: 0.0312079 | val_loss: 0.0312157 | Time: 3616.01 ms [2021-01-21 23:54:21 main:574] : INFO : Epoch 1660 | loss: 0.0312083 | val_loss: 0.0312124 | Time: 3478.95 ms [2021-01-21 23:54:25 main:574] : INFO : Epoch 1661 | loss: 0.03121 | val_loss: 0.0312141 | Time: 3544.55 ms [2021-01-21 23:54:28 main:574] : INFO : Epoch 1662 | loss: 0.0312083 | val_loss: 0.0312122 | Time: 3514.21 ms [2021-01-21 23:54:32 main:574] : INFO : Epoch 1663 | loss: 0.0312085 | val_loss: 0.0312144 | Time: 3463.27 ms [2021-01-21 23:54:36 main:574] : INFO : Epoch 1664 | loss: 0.0312084 | val_loss: 0.0312139 | Time: 3531.51 ms [2021-01-21 23:54:39 main:574] : INFO : Epoch 1665 | loss: 0.0312076 | val_loss: 0.0312165 | Time: 3591.93 ms [2021-01-21 23:54:43 main:574] : INFO : Epoch 1666 | loss: 0.0312087 | val_loss: 0.0312138 | Time: 3555.75 ms [2021-01-21 23:54:46 main:574] : INFO : Epoch 1667 | loss: 0.0312072 | val_loss: 0.0312124 | Time: 3401.53 ms [2021-01-21 23:54:50 main:574] : INFO : Epoch 1668 | loss: 0.0312071 | val_loss: 0.0312129 | Time: 3422.58 ms [2021-01-21 23:54:53 main:574] : INFO : Epoch 1669 | loss: 0.0312081 | val_loss: 0.0312134 | Time: 3494.17 ms [2021-01-21 23:54:57 main:574] : INFO : Epoch 1670 | loss: 0.031209 | val_loss: 0.0312145 | Time: 3484.62 ms [2021-01-21 23:55:01 main:574] : INFO : Epoch 1671 | loss: 0.0312104 | val_loss: 0.0312148 | Time: 3416.98 ms [2021-01-21 23:55:04 main:574] : INFO : Epoch 1672 | loss: 0.0312104 | val_loss: 0.031214 | Time: 3645.31 ms [2021-01-21 23:55:08 main:574] : INFO : Epoch 1673 | loss: 0.0312107 | val_loss: 0.0312169 | Time: 3554.13 ms [2021-01-21 23:55:11 main:574] : INFO : Epoch 1674 | loss: 0.0312084 | val_loss: 0.0312147 | Time: 3587.72 ms [2021-01-21 23:55:15 main:574] : INFO : Epoch 1675 | loss: 0.0312116 | val_loss: 0.0312121 | Time: 3494.29 ms [2021-01-21 23:55:18 main:574] : INFO : Epoch 1676 | loss: 0.0312086 | val_loss: 0.0312112 | Time: 3375.87 ms [2021-01-21 23:55:22 main:574] : INFO : Epoch 1677 | loss: 0.0312067 | val_loss: 0.0312113 | Time: 3594.46 ms [2021-01-21 23:55:26 main:574] : INFO : Epoch 1678 | loss: 0.0312085 | val_loss: 0.0312126 | Time: 3534.2 ms [2021-01-21 23:55:29 main:574] : INFO : Epoch 1679 | loss: 0.0312071 | val_loss: 0.0312113 | Time: 3542.4 ms [2021-01-21 23:55:33 main:574] : INFO : Epoch 1680 | loss: 0.0312077 | val_loss: 0.0312121 | Time: 3486.94 ms [2021-01-21 23:55:36 main:574] : INFO : Epoch 1681 | loss: 0.0312067 | val_loss: 0.0312126 | Time: 3387.02 ms [2021-01-21 23:55:40 main:574] : INFO : Epoch 1682 | loss: 0.0312085 | val_loss: 0.0312121 | Time: 3489.17 ms [2021-01-21 23:55:43 main:574] : INFO : Epoch 1683 | loss: 0.0312076 | val_loss: 0.0312101 | Time: 3516.13 ms [2021-01-21 23:55:47 main:574] : INFO : Epoch 1684 | loss: 0.0312066 | val_loss: 0.0312108 | Time: 3507.55 ms [2021-01-21 23:55:51 main:574] : INFO : Epoch 1685 | loss: 0.0312067 | val_loss: 0.0312116 | Time: 3520.64 ms [2021-01-21 23:55:54 main:574] : INFO : Epoch 1686 | loss: 0.0312068 | val_loss: 0.0312114 | Time: 3516.25 ms [2021-01-21 23:55:58 main:574] : INFO : Epoch 1687 | loss: 0.0312072 | val_loss: 0.0312098 | Time: 3365.57 ms [2021-01-21 23:56:01 main:574] : INFO : Epoch 1688 | loss: 0.031206 | val_loss: 0.0312099 | Time: 3484.21 ms [2021-01-21 23:56:05 main:574] : INFO : Epoch 1689 | loss: 0.0312061 | val_loss: 0.0312099 | Time: 3475.38 ms [2021-01-21 23:56:08 main:574] : INFO : Epoch 1690 | loss: 0.0312065 | val_loss: 0.0312096 | Time: 3656.39 ms [2021-01-21 23:56:12 main:574] : INFO : Epoch 1691 | loss: 0.0312055 | val_loss: 0.0312097 | Time: 3514.16 ms [2021-01-21 23:56:16 main:574] : INFO : Epoch 1692 | loss: 0.0312065 | val_loss: 0.0312113 | Time: 3519.62 ms [2021-01-21 23:56:19 main:574] : INFO : Epoch 1693 | loss: 0.0312057 | val_loss: 0.0312109 | Time: 3534.93 ms [2021-01-21 23:56:23 main:574] : INFO : Epoch 1694 | loss: 0.031206 | val_loss: 0.0312106 | Time: 3482.26 ms [2021-01-21 23:56:26 main:574] : INFO : Epoch 1695 | loss: 0.0312063 | val_loss: 0.0312091 | Time: 3627.9 ms [2021-01-21 23:56:30 main:574] : INFO : Epoch 1696 | loss: 0.0312054 | val_loss: 0.0312107 | Time: 3456.73 ms [2021-01-21 23:56:34 main:574] : INFO : Epoch 1697 | loss: 0.0312055 | val_loss: 0.0312097 | Time: 3434.1 ms [2021-01-21 23:56:37 main:574] : INFO : Epoch 1698 | loss: 0.0312058 | val_loss: 0.0312101 | Time: 3367.26 ms [2021-01-21 23:56:40 main:574] : INFO : Epoch 1699 | loss: 0.0312058 | val_loss: 0.0312097 | Time: 3463.19 ms [2021-01-21 23:56:44 main:574] : INFO : Epoch 1700 | loss: 0.0312062 | val_loss: 0.0312097 | Time: 3482.1 ms [2021-01-21 23:56:48 main:574] : INFO : Epoch 1701 | loss: 0.0312061 | val_loss: 0.0312101 | Time: 3534.26 ms [2021-01-21 23:56:51 main:574] : INFO : Epoch 1702 | loss: 0.0312054 | val_loss: 0.03121 | Time: 3521.72 ms [2021-01-21 23:56:55 main:574] : INFO : Epoch 1703 | loss: 0.0312056 | val_loss: 0.0312103 | Time: 3554.54 ms [2021-01-21 23:56:58 main:574] : INFO : Epoch 1704 | loss: 0.0312056 | val_loss: 0.0312132 | Time: 3449.07 ms [2021-01-21 23:57:02 main:574] : INFO : Epoch 1705 | loss: 0.031207 | val_loss: 0.0312102 | Time: 3369.91 ms [2021-01-21 23:57:05 main:574] : INFO : Epoch 1706 | loss: 0.0312067 | val_loss: 0.031211 | Time: 3474.25 ms [2021-01-21 23:57:09 main:574] : INFO : Epoch 1707 | loss: 0.0312061 | val_loss: 0.0312103 | Time: 3497.22 ms [2021-01-21 23:57:12 main:574] : INFO : Epoch 1708 | loss: 0.0312061 | val_loss: 0.0312094 | Time: 3559.67 ms [2021-01-21 23:57:16 main:574] : INFO : Epoch 1709 | loss: 0.0312057 | val_loss: 0.0312089 | Time: 3490.85 ms [2021-01-21 23:57:20 main:574] : INFO : Epoch 1710 | loss: 0.0312052 | val_loss: 0.0312097 | Time: 3487.63 ms [2021-01-21 23:57:23 main:574] : INFO : Epoch 1711 | loss: 0.0312072 | val_loss: 0.0312164 | Time: 3575.5 ms [2021-01-21 23:57:27 main:574] : INFO : Epoch 1712 | loss: 0.0312086 | val_loss: 0.0312178 | Time: 3486.41 ms [2021-01-21 23:57:30 main:574] : INFO : Epoch 1713 | loss: 0.0312091 | val_loss: 0.0312128 | Time: 3477.6 ms [2021-01-21 23:57:34 main:574] : INFO : Epoch 1714 | loss: 0.0312076 | val_loss: 0.0312147 | Time: 3464.08 ms [2021-01-21 23:57:37 main:574] : INFO : Epoch 1715 | loss: 0.0312066 | val_loss: 0.0312092 | Time: 3565.96 ms [2021-01-21 23:57:41 main:574] : INFO : Epoch 1716 | loss: 0.0312055 | val_loss: 0.0312089 | Time: 3489.54 ms [2021-01-21 23:57:44 main:574] : INFO : Epoch 1717 | loss: 0.031205 | val_loss: 0.0312095 | Time: 3412.5 ms [2021-01-21 23:57:48 main:574] : INFO : Epoch 1718 | loss: 0.0312059 | val_loss: 0.0312106 | Time: 3535.66 ms [2021-01-21 23:57:52 main:574] : INFO : Epoch 1719 | loss: 0.0312055 | val_loss: 0.0312103 | Time: 3453.46 ms [2021-01-21 23:57:55 main:574] : INFO : Epoch 1720 | loss: 0.0312056 | val_loss: 0.0312096 | Time: 3493.34 ms [2021-01-21 23:57:59 main:574] : INFO : Epoch 1721 | loss: 0.0312051 | val_loss: 0.0312094 | Time: 3507.03 ms [2021-01-21 23:58:02 main:574] : INFO : Epoch 1722 | loss: 0.0312048 | val_loss: 0.0312089 | Time: 3422.24 ms [2021-01-21 23:58:06 main:574] : INFO : Epoch 1723 | loss: 0.031205 | val_loss: 0.0312095 | Time: 3531.48 ms [2021-01-21 23:58:09 main:574] : INFO : Epoch 1724 | loss: 0.0312054 | val_loss: 0.0312106 | Time: 3517.49 ms [2021-01-21 23:58:13 main:574] : INFO : Epoch 1725 | loss: 0.0312053 | val_loss: 0.0312091 | Time: 3457.55 ms [2021-01-21 23:58:16 main:574] : INFO : Epoch 1726 | loss: 0.0312051 | val_loss: 0.0312087 | Time: 3512.83 ms [2021-01-21 23:58:20 main:574] : INFO : Epoch 1727 | loss: 0.031206 | val_loss: 0.0312096 | Time: 3465.75 ms [2021-01-21 23:58:23 main:574] : INFO : Epoch 1728 | loss: 0.0312055 | val_loss: 0.0312099 | Time: 3416.94 ms [2021-01-21 23:58:27 main:574] : INFO : Epoch 1729 | loss: 0.0312055 | val_loss: 0.0312095 | Time: 3417.71 ms [2021-01-21 23:58:30 main:574] : INFO : Epoch 1730 | loss: 0.0312046 | val_loss: 0.031209 | Time: 3397.69 ms [2021-01-21 23:58:34 main:574] : INFO : Epoch 1731 | loss: 0.031206 | val_loss: 0.0312101 | Time: 3523.63 ms [2021-01-21 23:58:38 main:574] : INFO : Epoch 1732 | loss: 0.0312049 | val_loss: 0.0312086 | Time: 3545.52 ms [2021-01-21 23:58:41 main:574] : INFO : Epoch 1733 | loss: 0.0312057 | val_loss: 0.0312114 | Time: 3488.33 ms [2021-01-21 23:58:45 main:574] : INFO : Epoch 1734 | loss: 0.0312073 | val_loss: 0.0312108 | Time: 3431.43 ms [2021-01-21 23:58:48 main:574] : INFO : Epoch 1735 | loss: 0.0312055 | val_loss: 0.0312098 | Time: 3581.85 ms [2021-01-21 23:58:52 main:574] : INFO : Epoch 1736 | loss: 0.0312049 | val_loss: 0.0312098 | Time: 3476.62 ms [2021-01-21 23:58:56 main:574] : INFO : Epoch 1737 | loss: 0.0312051 | val_loss: 0.0312096 | Time: 3663.14 ms [2021-01-21 23:58:59 main:574] : INFO : Epoch 1738 | loss: 0.0312052 | val_loss: 0.0312096 | Time: 3571.13 ms [2021-01-21 23:59:03 main:574] : INFO : Epoch 1739 | loss: 0.0312047 | val_loss: 0.0312104 | Time: 3469.61 ms [2021-01-21 23:59:06 main:574] : INFO : Epoch 1740 | loss: 0.0312048 | val_loss: 0.0312091 | Time: 3445.02 ms [2021-01-21 23:59:10 main:574] : INFO : Epoch 1741 | loss: 0.0312044 | val_loss: 0.0312111 | Time: 3367.69 ms [2021-01-21 23:59:13 main:574] : INFO : Epoch 1742 | loss: 0.0312048 | val_loss: 0.0312092 | Time: 3433.87 ms [2021-01-21 23:59:17 main:574] : INFO : Epoch 1743 | loss: 0.0312046 | val_loss: 0.0312098 | Time: 3533.62 ms [2021-01-21 23:59:20 main:574] : INFO : Epoch 1744 | loss: 0.0312045 | val_loss: 0.0312092 | Time: 3382.56 ms [2021-01-21 23:59:24 main:574] : INFO : Epoch 1745 | loss: 0.0312051 | val_loss: 0.0312089 | Time: 3458.63 ms [2021-01-21 23:59:27 main:574] : INFO : Epoch 1746 | loss: 0.0312045 | val_loss: 0.0312083 | Time: 3292.72 ms [2021-01-21 23:59:30 main:574] : INFO : Epoch 1747 | loss: 0.0312048 | val_loss: 0.0312092 | Time: 3427.58 ms [2021-01-21 23:59:34 main:574] : INFO : Epoch 1748 | loss: 0.0312047 | val_loss: 0.0312088 | Time: 3528.46 ms [2021-01-21 23:59:38 main:574] : INFO : Epoch 1749 | loss: 0.0312046 | val_loss: 0.031209 | Time: 3490.41 ms [2021-01-21 23:59:41 main:574] : INFO : Epoch 1750 | loss: 0.0312046 | val_loss: 0.0312092 | Time: 3403.9 ms [2021-01-21 23:59:45 main:574] : INFO : Epoch 1751 | loss: 0.0312054 | val_loss: 0.0312105 | Time: 3569.27 ms [2021-01-21 23:59:48 main:574] : INFO : Epoch 1752 | loss: 0.0312079 | val_loss: 0.0312088 | Time: 3471.62 ms [2021-01-21 23:59:52 main:574] : INFO : Epoch 1753 | loss: 0.0312053 | val_loss: 0.0312119 | Time: 3404.97 ms [2021-01-21 23:59:55 main:574] : INFO : Epoch 1754 | loss: 0.0312059 | val_loss: 0.031212 | Time: 3413.78 ms [2021-01-21 23:59:59 main:574] : INFO : Epoch 1755 | loss: 0.0312057 | val_loss: 0.031211 | Time: 3554.41 ms [2021-01-22 00:00:03 main:574] : INFO : Epoch 1756 | loss: 0.031205 | val_loss: 0.0312095 | Time: 3641.4 ms [2021-01-22 00:00:06 main:574] : INFO : Epoch 1757 | loss: 0.0312057 | val_loss: 0.0312119 | Time: 3698 ms [2021-01-22 00:00:10 main:574] : INFO : Epoch 1758 | loss: 0.0312058 | val_loss: 0.0312092 | Time: 3566.19 ms [2021-01-22 00:00:14 main:574] : INFO : Epoch 1759 | loss: 0.031205 | val_loss: 0.0312113 | Time: 3514.84 ms [2021-01-22 00:00:17 main:574] : INFO : Epoch 1760 | loss: 0.0312047 | val_loss: 0.0312084 | Time: 3580.94 ms [2021-01-22 00:00:21 main:574] : INFO : Epoch 1761 | loss: 0.0312045 | val_loss: 0.0312081 | Time: 3484.9 ms [2021-01-22 00:00:24 main:574] : INFO : Epoch 1762 | loss: 0.0312046 | val_loss: 0.0312088 | Time: 3425.5 ms [2021-01-22 00:00:28 main:574] : INFO : Epoch 1763 | loss: 0.0312056 | val_loss: 0.0312096 | Time: 3567.06 ms [2021-01-22 00:00:31 main:574] : INFO : Epoch 1764 | loss: 0.0312045 | val_loss: 0.0312088 | Time: 3337.41 ms [2021-01-22 00:00:35 main:574] : INFO : Epoch 1765 | loss: 0.0312043 | val_loss: 0.0312079 | Time: 3615.56 ms [2021-01-22 00:00:39 main:574] : INFO : Epoch 1766 | loss: 0.0312043 | val_loss: 0.0312081 | Time: 3483.94 ms [2021-01-22 00:00:42 main:574] : INFO : Epoch 1767 | loss: 0.0312045 | val_loss: 0.0312078 | Time: 3435.93 ms [2021-01-22 00:00:46 main:574] : INFO : Epoch 1768 | loss: 0.031204 | val_loss: 0.0312077 | Time: 3510.16 ms [2021-01-22 00:00:49 main:574] : INFO : Epoch 1769 | loss: 0.0312044 | val_loss: 0.0312079 | Time: 3434.97 ms [2021-01-22 00:00:53 main:574] : INFO : Epoch 1770 | loss: 0.0312038 | val_loss: 0.0312091 | Time: 3413.99 ms [2021-01-22 00:00:56 main:574] : INFO : Epoch 1771 | loss: 0.0312051 | val_loss: 0.0312107 | Time: 3573.8 ms [2021-01-22 00:01:00 main:574] : INFO : Epoch 1772 | loss: 0.0312057 | val_loss: 0.0312084 | Time: 3503.15 ms [2021-01-22 00:01:04 main:574] : INFO : Epoch 1773 | loss: 0.0312056 | val_loss: 0.0312113 | Time: 3551.12 ms [2021-01-22 00:01:07 main:574] : INFO : Epoch 1774 | loss: 0.0312051 | val_loss: 0.031208 | Time: 3524.02 ms [2021-01-22 00:01:11 main:574] : INFO : Epoch 1775 | loss: 0.0312034 | val_loss: 0.0312074 | Time: 3393.06 ms [2021-01-22 00:01:14 main:574] : INFO : Epoch 1776 | loss: 0.0312035 | val_loss: 0.0312084 | Time: 3345.86 ms [2021-01-22 00:01:17 main:574] : INFO : Epoch 1777 | loss: 0.0312045 | val_loss: 0.031208 | Time: 3258.37 ms [2021-01-22 00:01:21 main:574] : INFO : Epoch 1778 | loss: 0.0312042 | val_loss: 0.0312078 | Time: 3302.84 ms [2021-01-22 00:01:24 main:574] : INFO : Epoch 1779 | loss: 0.0312037 | val_loss: 0.0312076 | Time: 3469.78 ms [2021-01-22 00:01:28 main:574] : INFO : Epoch 1780 | loss: 0.0312033 | val_loss: 0.0312067 | Time: 3432.58 ms [2021-01-22 00:01:31 main:574] : INFO : Epoch 1781 | loss: 0.0312035 | val_loss: 0.0312078 | Time: 3510.17 ms [2021-01-22 00:01:35 main:574] : INFO : Epoch 1782 | loss: 0.0312039 | val_loss: 0.0312085 | Time: 3518.01 ms [2021-01-22 00:01:39 main:574] : INFO : Epoch 1783 | loss: 0.0312034 | val_loss: 0.0312067 | Time: 3469.14 ms [2021-01-22 00:01:42 main:574] : INFO : Epoch 1784 | loss: 0.0312029 | val_loss: 0.0312118 | Time: 3589.77 ms [2021-01-22 00:01:46 main:574] : INFO : Epoch 1785 | loss: 0.0312075 | val_loss: 0.0312068 | Time: 3447.06 ms [2021-01-22 00:01:49 main:574] : INFO : Epoch 1786 | loss: 0.0312037 | val_loss: 0.0312085 | Time: 3487.85 ms [2021-01-22 00:01:53 main:574] : INFO : Epoch 1787 | loss: 0.0312041 | val_loss: 0.0312067 | Time: 3344.57 ms [2021-01-22 00:01:56 main:574] : INFO : Epoch 1788 | loss: 0.0312027 | val_loss: 0.0312076 | Time: 3452.47 ms [2021-01-22 00:02:00 main:574] : INFO : Epoch 1789 | loss: 0.0312036 | val_loss: 0.0312072 | Time: 3485.25 ms [2021-01-22 00:02:03 main:574] : INFO : Epoch 1790 | loss: 0.0312035 | val_loss: 0.0312131 | Time: 3472.63 ms [2021-01-22 00:02:07 main:574] : INFO : Epoch 1791 | loss: 0.0312051 | val_loss: 0.0312072 | Time: 3566.97 ms [2021-01-22 00:02:10 main:574] : INFO : Epoch 1792 | loss: 0.0312038 | val_loss: 0.0312076 | Time: 3444.97 ms [2021-01-22 00:02:14 main:574] : INFO : Epoch 1793 | loss: 0.0312032 | val_loss: 0.031207 | Time: 3388.89 ms [2021-01-22 00:02:17 main:574] : INFO : Epoch 1794 | loss: 0.0312025 | val_loss: 0.03121 | Time: 3500.51 ms [2021-01-22 00:02:21 main:574] : INFO : Epoch 1795 | loss: 0.0312035 | val_loss: 0.0312065 | Time: 3544.27 ms [2021-01-22 00:02:25 main:574] : INFO : Epoch 1796 | loss: 0.031203 | val_loss: 0.0312088 | Time: 3458.46 ms [2021-01-22 00:02:28 main:574] : INFO : Epoch 1797 | loss: 0.031206 | val_loss: 0.031212 | Time: 3476.68 ms [2021-01-22 00:02:32 main:574] : INFO : Epoch 1798 | loss: 0.0312062 | val_loss: 0.0312104 | Time: 3440.79 ms [2021-01-22 00:02:35 main:574] : INFO : Epoch 1799 | loss: 0.0312042 | val_loss: 0.0312099 | Time: 3661.11 ms [2021-01-22 00:02:39 main:574] : INFO : Epoch 1800 | loss: 0.0312056 | val_loss: 0.0312071 | Time: 3446.35 ms [2021-01-22 00:02:42 main:574] : INFO : Epoch 1801 | loss: 0.0312049 | val_loss: 0.0312084 | Time: 3527.8 ms [2021-01-22 00:02:46 main:574] : INFO : Epoch 1802 | loss: 0.0312034 | val_loss: 0.0312071 | Time: 3426.12 ms [2021-01-22 00:02:49 main:574] : INFO : Epoch 1803 | loss: 0.0312034 | val_loss: 0.0312068 | Time: 3501.8 ms [2021-01-22 00:02:53 main:574] : INFO : Epoch 1804 | loss: 0.0312043 | val_loss: 0.0312077 | Time: 3589.2 ms [2021-01-22 00:02:57 main:574] : INFO : Epoch 1805 | loss: 0.0312047 | val_loss: 0.0312084 | Time: 3360.03 ms [2021-01-22 00:03:00 main:574] : INFO : Epoch 1806 | loss: 0.031205 | val_loss: 0.0312088 | Time: 3473.75 ms [2021-01-22 00:03:04 main:574] : INFO : Epoch 1807 | loss: 0.0312044 | val_loss: 0.0312076 | Time: 3527.23 ms [2021-01-22 00:03:07 main:574] : INFO : Epoch 1808 | loss: 0.0312039 | val_loss: 0.0312074 | Time: 3600.81 ms [2021-01-22 00:03:11 main:574] : INFO : Epoch 1809 | loss: 0.0312034 | val_loss: 0.0312085 | Time: 3342.57 ms [2021-01-22 00:03:14 main:574] : INFO : Epoch 1810 | loss: 0.0312042 | val_loss: 0.0312077 | Time: 3443.94 ms [2021-01-22 00:03:18 main:574] : INFO : Epoch 1811 | loss: 0.0312043 | val_loss: 0.0312091 | Time: 3495.65 ms [2021-01-22 00:03:21 main:574] : INFO : Epoch 1812 | loss: 0.0312043 | val_loss: 0.0312077 | Time: 3537.39 ms [2021-01-22 00:03:25 main:574] : INFO : Epoch 1813 | loss: 0.0312037 | val_loss: 0.0312078 | Time: 3380.01 ms [2021-01-22 00:03:28 main:574] : INFO : Epoch 1814 | loss: 0.0312032 | val_loss: 0.0312074 | Time: 3448.17 ms [2021-01-22 00:03:32 main:574] : INFO : Epoch 1815 | loss: 0.0312041 | val_loss: 0.0312081 | Time: 3390.1 ms [2021-01-22 00:03:35 main:574] : INFO : Epoch 1816 | loss: 0.0312037 | val_loss: 0.031209 | Time: 3498.49 ms [2021-01-22 00:03:39 main:574] : INFO : Epoch 1817 | loss: 0.0312043 | val_loss: 0.0312102 | Time: 3331.3 ms [2021-01-22 00:03:42 main:574] : INFO : Epoch 1818 | loss: 0.0312034 | val_loss: 0.0312072 | Time: 3460 ms [2021-01-22 00:03:46 main:574] : INFO : Epoch 1819 | loss: 0.031203 | val_loss: 0.0312068 | Time: 3543 ms [2021-01-22 00:03:49 main:574] : INFO : Epoch 1820 | loss: 0.0312027 | val_loss: 0.0312072 | Time: 3535.39 ms [2021-01-22 00:03:53 main:574] : INFO : Epoch 1821 | loss: 0.0312028 | val_loss: 0.0312074 | Time: 3675.87 ms [2021-01-22 00:03:57 main:574] : INFO : Epoch 1822 | loss: 0.0312026 | val_loss: 0.0312086 | Time: 3439.92 ms [2021-01-22 00:04:00 main:574] : INFO : Epoch 1823 | loss: 0.031203 | val_loss: 0.0312075 | Time: 3556.64 ms [2021-01-22 00:04:04 main:574] : INFO : Epoch 1824 | loss: 0.0312034 | val_loss: 0.0312089 | Time: 3519.27 ms [2021-01-22 00:04:08 main:574] : INFO : Epoch 1825 | loss: 0.0312044 | val_loss: 0.0312094 | Time: 3546.57 ms [2021-01-22 00:04:11 main:574] : INFO : Epoch 1826 | loss: 0.0312031 | val_loss: 0.0312074 | Time: 3379.38 ms [2021-01-22 00:04:15 main:574] : INFO : Epoch 1827 | loss: 0.0312032 | val_loss: 0.0312067 | Time: 3442.97 ms [2021-01-22 00:04:18 main:574] : INFO : Epoch 1828 | loss: 0.0312036 | val_loss: 0.0312076 | Time: 3560.8 ms [2021-01-22 00:04:22 main:574] : INFO : Epoch 1829 | loss: 0.0312028 | val_loss: 0.0312071 | Time: 3587.12 ms [2021-01-22 00:04:25 main:574] : INFO : Epoch 1830 | loss: 0.0312027 | val_loss: 0.0312071 | Time: 3467.69 ms [2021-01-22 00:04:29 main:574] : INFO : Epoch 1831 | loss: 0.031203 | val_loss: 0.0312077 | Time: 3487.97 ms [2021-01-22 00:04:33 main:574] : INFO : Epoch 1832 | loss: 0.031204 | val_loss: 0.0312075 | Time: 3561.73 ms [2021-01-22 00:04:36 main:574] : INFO : Epoch 1833 | loss: 0.0312036 | val_loss: 0.0312082 | Time: 3577.9 ms [2021-01-22 00:04:40 main:574] : INFO : Epoch 1834 | loss: 0.0312035 | val_loss: 0.0312083 | Time: 3361.56 ms [2021-01-22 00:04:43 main:574] : INFO : Epoch 1835 | loss: 0.0312038 | val_loss: 0.0312128 | Time: 3520.18 ms [2021-01-22 00:04:47 main:574] : INFO : Epoch 1836 | loss: 0.0312059 | val_loss: 0.0312081 | Time: 3577.2 ms [2021-01-22 00:04:51 main:574] : INFO : Epoch 1837 | loss: 0.0312035 | val_loss: 0.0312078 | Time: 3600.69 ms [2021-01-22 00:04:54 main:574] : INFO : Epoch 1838 | loss: 0.0312034 | val_loss: 0.0312092 | Time: 3404.16 ms [2021-01-22 00:04:57 main:574] : INFO : Epoch 1839 | loss: 0.0312038 | val_loss: 0.0312074 | Time: 3397.99 ms [2021-01-22 00:05:01 main:574] : INFO : Epoch 1840 | loss: 0.0312027 | val_loss: 0.0312072 | Time: 3454.23 ms [2021-01-22 00:05:04 main:574] : INFO : Epoch 1841 | loss: 0.0312027 | val_loss: 0.0312076 | Time: 3381.74 ms [2021-01-22 00:05:08 main:574] : INFO : Epoch 1842 | loss: 0.0312032 | val_loss: 0.0312086 | Time: 3647.27 ms [2021-01-22 00:05:12 main:574] : INFO : Epoch 1843 | loss: 0.0312027 | val_loss: 0.0312069 | Time: 3419.29 ms [2021-01-22 00:05:15 main:574] : INFO : Epoch 1844 | loss: 0.0312027 | val_loss: 0.0312072 | Time: 3500.35 ms [2021-01-22 00:05:19 main:574] : INFO : Epoch 1845 | loss: 0.0312032 | val_loss: 0.0312067 | Time: 3347.83 ms [2021-01-22 00:05:22 main:574] : INFO : Epoch 1846 | loss: 0.0312037 | val_loss: 0.0312077 | Time: 3537.62 ms [2021-01-22 00:05:26 main:574] : INFO : Epoch 1847 | loss: 0.0312023 | val_loss: 0.0312068 | Time: 3626.05 ms [2021-01-22 00:05:29 main:574] : INFO : Epoch 1848 | loss: 0.0312032 | val_loss: 0.0312072 | Time: 3380.68 ms [2021-01-22 00:05:33 main:574] : INFO : Epoch 1849 | loss: 0.0312038 | val_loss: 0.0312079 | Time: 3442.94 ms [2021-01-22 00:05:36 main:574] : INFO : Epoch 1850 | loss: 0.0312023 | val_loss: 0.0312072 | Time: 3621.98 ms [2021-01-22 00:05:40 main:574] : INFO : Epoch 1851 | loss: 0.0312033 | val_loss: 0.0312079 | Time: 3356.31 ms [2021-01-22 00:05:43 main:574] : INFO : Epoch 1852 | loss: 0.0312021 | val_loss: 0.0312065 | Time: 3456.16 ms [2021-01-22 00:05:47 main:574] : INFO : Epoch 1853 | loss: 0.0312023 | val_loss: 0.0312087 | Time: 3598.35 ms [2021-01-22 00:05:51 main:574] : INFO : Epoch 1854 | loss: 0.0312028 | val_loss: 0.0312072 | Time: 3478.47 ms [2021-01-22 00:05:54 main:574] : INFO : Epoch 1855 | loss: 0.0312019 | val_loss: 0.0312064 | Time: 3536.46 ms [2021-01-22 00:05:58 main:574] : INFO : Epoch 1856 | loss: 0.0312021 | val_loss: 0.0312069 | Time: 3523.72 ms [2021-01-22 00:06:01 main:574] : INFO : Epoch 1857 | loss: 0.0312029 | val_loss: 0.0312102 | Time: 3462.57 ms [2021-01-22 00:06:05 main:574] : INFO : Epoch 1858 | loss: 0.0312031 | val_loss: 0.031207 | Time: 3381.95 ms [2021-01-22 00:06:08 main:574] : INFO : Epoch 1859 | loss: 0.0312039 | val_loss: 0.031207 | Time: 3520.12 ms [2021-01-22 00:06:12 main:574] : INFO : Epoch 1860 | loss: 0.031208 | val_loss: 0.031214 | Time: 3547.49 ms [2021-01-22 00:06:15 main:574] : INFO : Epoch 1861 | loss: 0.0312055 | val_loss: 0.0312081 | Time: 3503.8 ms [2021-01-22 00:06:19 main:574] : INFO : Epoch 1862 | loss: 0.0312047 | val_loss: 0.0312075 | Time: 3401.17 ms [2021-01-22 00:06:23 main:574] : INFO : Epoch 1863 | loss: 0.0312052 | val_loss: 0.0312079 | Time: 3567.88 ms [2021-01-22 00:06:26 main:574] : INFO : Epoch 1864 | loss: 0.0312042 | val_loss: 0.0312075 | Time: 3343.62 ms [2021-01-22 00:06:30 main:574] : INFO : Epoch 1865 | loss: 0.0312044 | val_loss: 0.0312096 | Time: 3481.35 ms [2021-01-22 00:06:33 main:574] : INFO : Epoch 1866 | loss: 0.0312054 | val_loss: 0.0312097 | Time: 3344.44 ms [2021-01-22 00:06:37 main:574] : INFO : Epoch 1867 | loss: 0.0312048 | val_loss: 0.0312073 | Time: 3775.77 ms [2021-01-22 00:06:40 main:574] : INFO : Epoch 1868 | loss: 0.031204 | val_loss: 0.031207 | Time: 3545.69 ms [2021-01-22 00:06:44 main:574] : INFO : Epoch 1869 | loss: 0.0312037 | val_loss: 0.0312072 | Time: 3363.55 ms [2021-01-22 00:06:48 main:574] : INFO : Epoch 1870 | loss: 0.0312034 | val_loss: 0.0312071 | Time: 3613.97 ms [2021-01-22 00:06:51 main:574] : INFO : Epoch 1871 | loss: 0.0312034 | val_loss: 0.0312072 | Time: 3479.3 ms [2021-01-22 00:06:55 main:574] : INFO : Epoch 1872 | loss: 0.0312041 | val_loss: 0.0312078 | Time: 3450.69 ms [2021-01-22 00:06:58 main:574] : INFO : Epoch 1873 | loss: 0.0312046 | val_loss: 0.0312076 | Time: 3459.08 ms [2021-01-22 00:07:02 main:574] : INFO : Epoch 1874 | loss: 0.0312058 | val_loss: 0.0312084 | Time: 3467.4 ms [2021-01-22 00:07:05 main:574] : INFO : Epoch 1875 | loss: 0.0312039 | val_loss: 0.0312085 | Time: 3504 ms [2021-01-22 00:07:09 main:574] : INFO : Epoch 1876 | loss: 0.031204 | val_loss: 0.0312082 | Time: 3379.57 ms [2021-01-22 00:07:12 main:574] : INFO : Epoch 1877 | loss: 0.0312041 | val_loss: 0.031208 | Time: 3549.79 ms [2021-01-22 00:07:16 main:574] : INFO : Epoch 1878 | loss: 0.0312038 | val_loss: 0.0312078 | Time: 3554.12 ms [2021-01-22 00:07:19 main:574] : INFO : Epoch 1879 | loss: 0.0312032 | val_loss: 0.0312074 | Time: 3395.57 ms [2021-01-22 00:07:23 main:574] : INFO : Epoch 1880 | loss: 0.0312033 | val_loss: 0.0312126 | Time: 3545.07 ms [2021-01-22 00:07:27 main:574] : INFO : Epoch 1881 | loss: 0.0312064 | val_loss: 0.0312086 | Time: 3598.1 ms [2021-01-22 00:07:30 main:574] : INFO : Epoch 1882 | loss: 0.031204 | val_loss: 0.0312069 | Time: 3524.72 ms [2021-01-22 00:07:34 main:574] : INFO : Epoch 1883 | loss: 0.0312053 | val_loss: 0.0312093 | Time: 3433.3 ms [2021-01-22 00:07:37 main:574] : INFO : Epoch 1884 | loss: 0.0312037 | val_loss: 0.0312077 | Time: 3445.13 ms [2021-01-22 00:07:41 main:574] : INFO : Epoch 1885 | loss: 0.0312034 | val_loss: 0.0312077 | Time: 3433.06 ms [2021-01-22 00:07:44 main:574] : INFO : Epoch 1886 | loss: 0.031203 | val_loss: 0.0312068 | Time: 3573.38 ms [2021-01-22 00:07:48 main:574] : INFO : Epoch 1887 | loss: 0.0312024 | val_loss: 0.0312074 | Time: 3604.76 ms [2021-01-22 00:07:51 main:574] : INFO : Epoch 1888 | loss: 0.0312035 | val_loss: 0.0312081 | Time: 3437.82 ms [2021-01-22 00:07:55 main:574] : INFO : Epoch 1889 | loss: 0.0312037 | val_loss: 0.0312072 | Time: 3410.45 ms [2021-01-22 00:07:58 main:574] : INFO : Epoch 1890 | loss: 0.031203 | val_loss: 0.0312078 | Time: 3557.54 ms [2021-01-22 00:08:02 main:574] : INFO : Epoch 1891 | loss: 0.0312028 | val_loss: 0.0312076 | Time: 3462.33 ms [2021-01-22 00:08:06 main:574] : INFO : Epoch 1892 | loss: 0.0312029 | val_loss: 0.0312069 | Time: 3427.91 ms [2021-01-22 00:08:09 main:574] : INFO : Epoch 1893 | loss: 0.0312044 | val_loss: 0.0312116 | Time: 3467.12 ms [2021-01-22 00:08:13 main:574] : INFO : Epoch 1894 | loss: 0.0312042 | val_loss: 0.0312091 | Time: 3448.86 ms [2021-01-22 00:08:16 main:574] : INFO : Epoch 1895 | loss: 0.0312051 | val_loss: 0.0312092 | Time: 3584.55 ms [2021-01-22 00:08:20 main:574] : INFO : Epoch 1896 | loss: 0.0312033 | val_loss: 0.0312085 | Time: 3504.35 ms [2021-01-22 00:08:23 main:574] : INFO : Epoch 1897 | loss: 0.031204 | val_loss: 0.0312083 | Time: 3473.91 ms [2021-01-22 00:08:27 main:574] : INFO : Epoch 1898 | loss: 0.0312033 | val_loss: 0.0312078 | Time: 3647.94 ms [2021-01-22 00:08:31 main:574] : INFO : Epoch 1899 | loss: 0.0312029 | val_loss: 0.0312085 | Time: 3452.39 ms [2021-01-22 00:08:34 main:574] : INFO : Epoch 1900 | loss: 0.0312071 | val_loss: 0.0312119 | Time: 3634.73 ms [2021-01-22 00:08:38 main:574] : INFO : Epoch 1901 | loss: 0.0312041 | val_loss: 0.0312099 | Time: 3539.34 ms [2021-01-22 00:08:41 main:574] : INFO : Epoch 1902 | loss: 0.0312042 | val_loss: 0.031207 | Time: 3516.66 ms [2021-01-22 00:08:45 main:574] : INFO : Epoch 1903 | loss: 0.0312028 | val_loss: 0.0312087 | Time: 3564.15 ms [2021-01-22 00:08:49 main:574] : INFO : Epoch 1904 | loss: 0.0312031 | val_loss: 0.0312066 | Time: 3406.6 ms [2021-01-22 00:08:52 main:574] : INFO : Epoch 1905 | loss: 0.0312034 | val_loss: 0.0312068 | Time: 3628.63 ms [2021-01-22 00:08:56 main:574] : INFO : Epoch 1906 | loss: 0.0312046 | val_loss: 0.0312074 | Time: 3533.61 ms [2021-01-22 00:08:59 main:574] : INFO : Epoch 1907 | loss: 0.0312046 | val_loss: 0.0312109 | Time: 3344.77 ms [2021-01-22 00:09:03 main:574] : INFO : Epoch 1908 | loss: 0.0312045 | val_loss: 0.0312075 | Time: 3541.77 ms [2021-01-22 00:09:06 main:574] : INFO : Epoch 1909 | loss: 0.0312038 | val_loss: 0.0312063 | Time: 3365.52 ms [2021-01-22 00:09:10 main:574] : INFO : Epoch 1910 | loss: 0.0312057 | val_loss: 0.0312134 | Time: 3454.06 ms [2021-01-22 00:09:13 main:574] : INFO : Epoch 1911 | loss: 0.0312087 | val_loss: 0.0312097 | Time: 3497.34 ms [2021-01-22 00:09:17 main:574] : INFO : Epoch 1912 | loss: 0.031206 | val_loss: 0.0312087 | Time: 3426.68 ms [2021-01-22 00:09:20 main:574] : INFO : Epoch 1913 | loss: 0.0312044 | val_loss: 0.0312054 | Time: 3550.27 ms [2021-01-22 00:09:24 main:574] : INFO : Epoch 1914 | loss: 0.0312033 | val_loss: 0.0312074 | Time: 3429.86 ms [2021-01-22 00:09:28 main:574] : INFO : Epoch 1915 | loss: 0.0312051 | val_loss: 0.0312088 | Time: 3546.37 ms [2021-01-22 00:09:31 main:574] : INFO : Epoch 1916 | loss: 0.0312067 | val_loss: 0.0312072 | Time: 3435.93 ms [2021-01-22 00:09:35 main:574] : INFO : Epoch 1917 | loss: 0.031204 | val_loss: 0.0312059 | Time: 3565.05 ms [2021-01-22 00:09:38 main:574] : INFO : Epoch 1918 | loss: 0.0312037 | val_loss: 0.0312059 | Time: 3565.89 ms [2021-01-22 00:09:42 main:574] : INFO : Epoch 1919 | loss: 0.0312045 | val_loss: 0.0312077 | Time: 3511.39 ms [2021-01-22 00:09:46 main:574] : INFO : Epoch 1920 | loss: 0.0312036 | val_loss: 0.0312055 | Time: 3530.91 ms [2021-01-22 00:09:49 main:574] : INFO : Epoch 1921 | loss: 0.0312034 | val_loss: 0.0312057 | Time: 3426.81 ms [2021-01-22 00:09:53 main:574] : INFO : Epoch 1922 | loss: 0.031204 | val_loss: 0.0312057 | Time: 3456.07 ms [2021-01-22 00:09:56 main:574] : INFO : Epoch 1923 | loss: 0.0312032 | val_loss: 0.0312059 | Time: 3522.48 ms [2021-01-22 00:10:00 main:574] : INFO : Epoch 1924 | loss: 0.0312031 | val_loss: 0.0312065 | Time: 3499.34 ms [2021-01-22 00:10:03 main:574] : INFO : Epoch 1925 | loss: 0.0312031 | val_loss: 0.0312055 | Time: 3509.12 ms [2021-01-22 00:10:07 main:574] : INFO : Epoch 1926 | loss: 0.0312025 | val_loss: 0.0312052 | Time: 3464.01 ms [2021-01-22 00:10:10 main:574] : INFO : Epoch 1927 | loss: 0.0312029 | val_loss: 0.0312058 | Time: 3410.44 ms [2021-01-22 00:10:14 main:574] : INFO : Epoch 1928 | loss: 0.0312026 | val_loss: 0.0312055 | Time: 3350.69 ms [2021-01-22 00:10:17 main:574] : INFO : Epoch 1929 | loss: 0.0312029 | val_loss: 0.0312069 | Time: 3458.34 ms [2021-01-22 00:10:21 main:574] : INFO : Epoch 1930 | loss: 0.0312033 | val_loss: 0.0312083 | Time: 3557.86 ms [2021-01-22 00:10:25 main:574] : INFO : Epoch 1931 | loss: 0.0312044 | val_loss: 0.0312061 | Time: 3465.48 ms [2021-01-22 00:10:28 main:574] : INFO : Epoch 1932 | loss: 0.0312025 | val_loss: 0.0312052 | Time: 3390.69 ms [2021-01-22 00:10:31 main:574] : INFO : Epoch 1933 | loss: 0.0312023 | val_loss: 0.031206 | Time: 3387.29 ms [2021-01-22 00:10:35 main:574] : INFO : Epoch 1934 | loss: 0.0312027 | val_loss: 0.0312054 | Time: 3325.7 ms [2021-01-22 00:10:38 main:574] : INFO : Epoch 1935 | loss: 0.0312034 | val_loss: 0.0312073 | Time: 3543.03 ms [2021-01-22 00:10:42 main:574] : INFO : Epoch 1936 | loss: 0.0312067 | val_loss: 0.0312134 | Time: 3429.46 ms [2021-01-22 00:10:45 main:574] : INFO : Epoch 1937 | loss: 0.0312061 | val_loss: 0.0312063 | Time: 3461.12 ms [2021-01-22 00:10:49 main:574] : INFO : Epoch 1938 | loss: 0.0312034 | val_loss: 0.0312047 | Time: 3355.08 ms [2021-01-22 00:10:52 main:574] : INFO : Epoch 1939 | loss: 0.0312021 | val_loss: 0.0312043 | Time: 3316.41 ms [2021-01-22 00:10:56 main:574] : INFO : Epoch 1940 | loss: 0.0312026 | val_loss: 0.0312051 | Time: 3555.47 ms [2021-01-22 00:11:00 main:574] : INFO : Epoch 1941 | loss: 0.0312027 | val_loss: 0.0312049 | Time: 3552.99 ms [2021-01-22 00:11:03 main:574] : INFO : Epoch 1942 | loss: 0.0312029 | val_loss: 0.0312082 | Time: 3377.63 ms [2021-01-22 00:11:07 main:574] : INFO : Epoch 1943 | loss: 0.0312029 | val_loss: 0.031206 | Time: 3430.62 ms [2021-01-22 00:11:10 main:574] : INFO : Epoch 1944 | loss: 0.0312021 | val_loss: 0.0312046 | Time: 3525.73 ms [2021-01-22 00:11:14 main:574] : INFO : Epoch 1945 | loss: 0.0312017 | val_loss: 0.0312049 | Time: 3360.71 ms [2021-01-22 00:11:17 main:574] : INFO : Epoch 1946 | loss: 0.0312018 | val_loss: 0.0312044 | Time: 3435.02 ms [2021-01-22 00:11:20 main:574] : INFO : Epoch 1947 | loss: 0.0312031 | val_loss: 0.0312082 | Time: 3366.17 ms [2021-01-22 00:11:24 main:574] : INFO : Epoch 1948 | loss: 0.0312023 | val_loss: 0.0312048 | Time: 3407.72 ms [2021-01-22 00:11:28 main:574] : INFO : Epoch 1949 | loss: 0.0312024 | val_loss: 0.031205 | Time: 3494.1 ms [2021-01-22 00:11:31 main:574] : INFO : Epoch 1950 | loss: 0.0312016 | val_loss: 0.0312059 | Time: 3661.82 ms [2021-01-22 00:11:35 main:574] : INFO : Epoch 1951 | loss: 0.0312021 | val_loss: 0.0312052 | Time: 3672.15 ms [2021-01-22 00:11:39 main:574] : INFO : Epoch 1952 | loss: 0.0312013 | val_loss: 0.0312048 | Time: 3540.8 ms [2021-01-22 00:11:42 main:574] : INFO : Epoch 1953 | loss: 0.0312015 | val_loss: 0.0312089 | Time: 3461.61 ms [2021-01-22 00:11:46 main:574] : INFO : Epoch 1954 | loss: 0.0312046 | val_loss: 0.0312085 | Time: 3519.47 ms [2021-01-22 00:11:49 main:574] : INFO : Epoch 1955 | loss: 0.0312068 | val_loss: 0.0312086 | Time: 3534.68 ms [2021-01-22 00:11:53 main:574] : INFO : Epoch 1956 | loss: 0.0312055 | val_loss: 0.0312095 | Time: 3448.82 ms [2021-01-22 00:11:56 main:574] : INFO : Epoch 1957 | loss: 0.0312049 | val_loss: 0.0312079 | Time: 3324.13 ms [2021-01-22 00:12:00 main:574] : INFO : Epoch 1958 | loss: 0.0312053 | val_loss: 0.0312082 | Time: 3517.99 ms [2021-01-22 00:12:03 main:574] : INFO : Epoch 1959 | loss: 0.0312046 | val_loss: 0.0312077 | Time: 3584.46 ms [2021-01-22 00:12:07 main:574] : INFO : Epoch 1960 | loss: 0.0312041 | val_loss: 0.0312064 | Time: 3502.3 ms [2021-01-22 00:12:11 main:574] : INFO : Epoch 1961 | loss: 0.0312042 | val_loss: 0.0312072 | Time: 3467.51 ms [2021-01-22 00:12:14 main:574] : INFO : Epoch 1962 | loss: 0.0312054 | val_loss: 0.0312092 | Time: 3484.2 ms [2021-01-22 00:12:18 main:574] : INFO : Epoch 1963 | loss: 0.031208 | val_loss: 0.0312104 | Time: 3649.45 ms [2021-01-22 00:12:21 main:574] : INFO : Epoch 1964 | loss: 0.0312073 | val_loss: 0.0312089 | Time: 3599.13 ms [2021-01-22 00:12:25 main:574] : INFO : Epoch 1965 | loss: 0.0312083 | val_loss: 0.031208 | Time: 3397.55 ms [2021-01-22 00:12:29 main:574] : INFO : Epoch 1966 | loss: 0.0312063 | val_loss: 0.0312076 | Time: 3460.23 ms [2021-01-22 00:12:32 main:574] : INFO : Epoch 1967 | loss: 0.0312062 | val_loss: 0.0312095 | Time: 3629.48 ms [2021-01-22 00:12:36 main:574] : INFO : Epoch 1968 | loss: 0.0312088 | val_loss: 0.0312104 | Time: 3446.61 ms [2021-01-22 00:12:39 main:574] : INFO : Epoch 1969 | loss: 0.0312078 | val_loss: 0.0312067 | Time: 3567.43 ms [2021-01-22 00:12:43 main:574] : INFO : Epoch 1970 | loss: 0.0312064 | val_loss: 0.0312081 | Time: 3550.64 ms [2021-01-22 00:12:46 main:574] : INFO : Epoch 1971 | loss: 0.0312069 | val_loss: 0.0312081 | Time: 3423.33 ms [2021-01-22 00:12:50 main:574] : INFO : Epoch 1972 | loss: 0.0312061 | val_loss: 0.0312061 | Time: 3560.86 ms [2021-01-22 00:12:54 main:574] : INFO : Epoch 1973 | loss: 0.0312063 | val_loss: 0.0312084 | Time: 3470.57 ms [2021-01-22 00:12:57 main:574] : INFO : Epoch 1974 | loss: 0.0312063 | val_loss: 0.031207 | Time: 3466.26 ms [2021-01-22 00:13:01 main:574] : INFO : Epoch 1975 | loss: 0.0312053 | val_loss: 0.0312054 | Time: 3515.53 ms [2021-01-22 00:13:04 main:574] : INFO : Epoch 1976 | loss: 0.0312046 | val_loss: 0.0312092 | Time: 3379.22 ms [2021-01-22 00:13:08 main:574] : INFO : Epoch 1977 | loss: 0.0312053 | val_loss: 0.0312049 | Time: 3296.05 ms [2021-01-22 00:13:11 main:574] : INFO : Epoch 1978 | loss: 0.0312049 | val_loss: 0.0312071 | Time: 3480.97 ms [2021-01-22 00:13:15 main:574] : INFO : Epoch 1979 | loss: 0.0312046 | val_loss: 0.0312062 | Time: 3516.75 ms [2021-01-22 00:13:18 main:574] : INFO : Epoch 1980 | loss: 0.0312055 | val_loss: 0.0312098 | Time: 3501.75 ms [2021-01-22 00:13:22 main:574] : INFO : Epoch 1981 | loss: 0.0312044 | val_loss: 0.0312044 | Time: 3625.55 ms [2021-01-22 00:13:25 main:574] : INFO : Epoch 1982 | loss: 0.0312052 | val_loss: 0.031209 | Time: 3291.19 ms [2021-01-22 00:13:29 main:574] : INFO : Epoch 1983 | loss: 0.0312048 | val_loss: 0.0312064 | Time: 3514.74 ms [2021-01-22 00:13:32 main:574] : INFO : Epoch 1984 | loss: 0.031206 | val_loss: 0.0312113 | Time: 3472.69 ms [2021-01-22 00:13:36 main:574] : INFO : Epoch 1985 | loss: 0.0312059 | val_loss: 0.0312056 | Time: 3492.58 ms [2021-01-22 00:13:39 main:574] : INFO : Epoch 1986 | loss: 0.0312037 | val_loss: 0.0312063 | Time: 3462.93 ms [2021-01-22 00:13:43 main:574] : INFO : Epoch 1987 | loss: 0.0312033 | val_loss: 0.0312057 | Time: 3470.08 ms [2021-01-22 00:13:46 main:574] : INFO : Epoch 1988 | loss: 0.0312042 | val_loss: 0.0312077 | Time: 3285.29 ms [2021-01-22 00:13:50 main:574] : INFO : Epoch 1989 | loss: 0.0312042 | val_loss: 0.0312048 | Time: 3390.44 ms [2021-01-22 00:13:53 main:574] : INFO : Epoch 1990 | loss: 0.0312044 | val_loss: 0.0312046 | Time: 3499.83 ms [2021-01-22 00:13:57 main:574] : INFO : Epoch 1991 | loss: 0.031203 | val_loss: 0.0312036 | Time: 3482.97 ms [2021-01-22 00:14:00 main:574] : INFO : Epoch 1992 | loss: 0.0312038 | val_loss: 0.0312075 | Time: 3397.83 ms [2021-01-22 00:14:04 main:574] : INFO : Epoch 1993 | loss: 0.0312038 | val_loss: 0.0312035 | Time: 3411.54 ms [2021-01-22 00:14:07 main:574] : INFO : Epoch 1994 | loss: 0.0312029 | val_loss: 0.031204 | Time: 3387.9 ms [2021-01-22 00:14:11 main:574] : INFO : Epoch 1995 | loss: 0.0312035 | val_loss: 0.0312052 | Time: 3458.7 ms [2021-01-22 00:14:14 main:574] : INFO : Epoch 1996 | loss: 0.0312025 | val_loss: 0.0312041 | Time: 3429.24 ms [2021-01-22 00:14:18 main:574] : INFO : Epoch 1997 | loss: 0.0312028 | val_loss: 0.031204 | Time: 3506.7 ms [2021-01-22 00:14:22 main:574] : INFO : Epoch 1998 | loss: 0.0312032 | val_loss: 0.031205 | Time: 3571.07 ms [2021-01-22 00:14:25 main:574] : INFO : Epoch 1999 | loss: 0.0312028 | val_loss: 0.0312038 | Time: 3458.65 ms [2021-01-22 00:14:29 main:574] : INFO : Epoch 2000 | loss: 0.0312037 | val_loss: 0.031206 | Time: 3441.02 ms [2021-01-22 00:14:32 main:574] : INFO : Epoch 2001 | loss: 0.0312038 | val_loss: 0.0312084 | Time: 3595.94 ms [2021-01-22 00:14:36 main:574] : INFO : Epoch 2002 | loss: 0.0312035 | val_loss: 0.0312037 | Time: 3414.08 ms [2021-01-22 00:14:39 main:574] : INFO : Epoch 2003 | loss: 0.0312027 | val_loss: 0.031204 | Time: 3481.71 ms [2021-01-22 00:14:43 main:574] : INFO : Epoch 2004 | loss: 0.0312029 | val_loss: 0.0312042 | Time: 3472.73 ms [2021-01-22 00:14:46 main:574] : INFO : Epoch 2005 | loss: 0.0312028 | val_loss: 0.0312039 | Time: 3418.46 ms [2021-01-22 00:14:50 main:574] : INFO : Epoch 2006 | loss: 0.031206 | val_loss: 0.0312043 | Time: 3489.03 ms [2021-01-22 00:14:54 main:574] : INFO : Epoch 2007 | loss: 0.0312028 | val_loss: 0.0312029 | Time: 3611.4 ms [2021-01-22 00:14:57 main:574] : INFO : Epoch 2008 | loss: 0.0312035 | val_loss: 0.0312035 | Time: 3540.31 ms [2021-01-22 00:15:01 main:574] : INFO : Epoch 2009 | loss: 0.0312026 | val_loss: 0.031203 | Time: 3580.46 ms [2021-01-22 00:15:04 main:574] : INFO : Epoch 2010 | loss: 0.0312016 | val_loss: 0.0312045 | Time: 3473.86 ms [2021-01-22 00:15:08 main:574] : INFO : Epoch 2011 | loss: 0.0312032 | val_loss: 0.0312063 | Time: 3600.42 ms [2021-01-22 00:15:12 main:574] : INFO : Epoch 2012 | loss: 0.0312026 | val_loss: 0.0312032 | Time: 3492 ms [2021-01-22 00:15:15 main:574] : INFO : Epoch 2013 | loss: 0.0312023 | val_loss: 0.0312034 | Time: 3564.15 ms [2021-01-22 00:15:19 main:574] : INFO : Epoch 2014 | loss: 0.0312032 | val_loss: 0.0312036 | Time: 3431.94 ms [2021-01-22 00:15:22 main:574] : INFO : Epoch 2015 | loss: 0.0312028 | val_loss: 0.0312033 | Time: 3589.34 ms [2021-01-22 00:15:26 main:574] : INFO : Epoch 2016 | loss: 0.0312015 | val_loss: 0.0312041 | Time: 3513.17 ms [2021-01-22 00:15:29 main:574] : INFO : Epoch 2017 | loss: 0.0312054 | val_loss: 0.0312036 | Time: 3549.9 ms [2021-01-22 00:15:33 main:574] : INFO : Epoch 2018 | loss: 0.0312029 | val_loss: 0.0312045 | Time: 3452.15 ms [2021-01-22 00:15:36 main:574] : INFO : Epoch 2019 | loss: 0.0312015 | val_loss: 0.0312028 | Time: 3414.67 ms [2021-01-22 00:15:40 main:574] : INFO : Epoch 2020 | loss: 0.0312023 | val_loss: 0.0312032 | Time: 3478.03 ms [2021-01-22 00:15:44 main:574] : INFO : Epoch 2021 | loss: 0.0312019 | val_loss: 0.0312031 | Time: 3466.4 ms [2021-01-22 00:15:47 main:574] : INFO : Epoch 2022 | loss: 0.0312018 | val_loss: 0.031206 | Time: 3573.41 ms [2021-01-22 00:15:51 main:574] : INFO : Epoch 2023 | loss: 0.0312028 | val_loss: 0.0312034 | Time: 3666.35 ms [2021-01-22 00:15:54 main:574] : INFO : Epoch 2024 | loss: 0.0312022 | val_loss: 0.0312035 | Time: 3334.58 ms [2021-01-22 00:15:58 main:574] : INFO : Epoch 2025 | loss: 0.0312023 | val_loss: 0.0312032 | Time: 3486.52 ms [2021-01-22 00:16:02 main:574] : INFO : Epoch 2026 | loss: 0.0312021 | val_loss: 0.0312072 | Time: 3623.47 ms [2021-01-22 00:16:05 main:574] : INFO : Epoch 2027 | loss: 0.0312043 | val_loss: 0.0312044 | Time: 3401.89 ms [2021-01-22 00:16:09 main:574] : INFO : Epoch 2028 | loss: 0.031203 | val_loss: 0.0312028 | Time: 3513.03 ms [2021-01-22 00:16:12 main:574] : INFO : Epoch 2029 | loss: 0.0312013 | val_loss: 0.0312079 | Time: 3461.7 ms [2021-01-22 00:16:16 main:574] : INFO : Epoch 2030 | loss: 0.0312047 | val_loss: 0.0312059 | Time: 3505.78 ms [2021-01-22 00:16:19 main:574] : INFO : Epoch 2031 | loss: 0.0312021 | val_loss: 0.0312035 | Time: 3459.15 ms [2021-01-22 00:16:23 main:574] : INFO : Epoch 2032 | loss: 0.0312029 | val_loss: 0.0312037 | Time: 3386.82 ms [2021-01-22 00:16:26 main:574] : INFO : Epoch 2033 | loss: 0.0312019 | val_loss: 0.0312038 | Time: 3437.53 ms [2021-01-22 00:16:30 main:574] : INFO : Epoch 2034 | loss: 0.0312017 | val_loss: 0.0312057 | Time: 3543.96 ms [2021-01-22 00:16:33 main:574] : INFO : Epoch 2035 | loss: 0.0312035 | val_loss: 0.0312053 | Time: 3508.6 ms [2021-01-22 00:16:37 main:574] : INFO : Epoch 2036 | loss: 0.0312022 | val_loss: 0.0312049 | Time: 3414.93 ms [2021-01-22 00:16:40 main:574] : INFO : Epoch 2037 | loss: 0.031201 | val_loss: 0.0312038 | Time: 3571.27 ms [2021-01-22 00:16:44 main:574] : INFO : Epoch 2038 | loss: 0.0312018 | val_loss: 0.031205 | Time: 3501.72 ms [2021-01-22 00:16:48 main:574] : INFO : Epoch 2039 | loss: 0.0312019 | val_loss: 0.0312029 | Time: 3449.06 ms [2021-01-22 00:16:51 main:574] : INFO : Epoch 2040 | loss: 0.0312042 | val_loss: 0.031212 | Time: 3549.64 ms [2021-01-22 00:16:54 main:574] : INFO : Epoch 2041 | loss: 0.0312023 | val_loss: 0.031205 | Time: 3294.08 ms [2021-01-22 00:16:58 main:574] : INFO : Epoch 2042 | loss: 0.0312017 | val_loss: 0.031204 | Time: 3459.77 ms [2021-01-22 00:17:02 main:574] : INFO : Epoch 2043 | loss: 0.0312027 | val_loss: 0.0312028 | Time: 3504.81 ms [2021-01-22 00:17:05 main:574] : INFO : Epoch 2044 | loss: 0.0312023 | val_loss: 0.031205 | Time: 3513.45 ms [2021-01-22 00:17:09 main:574] : INFO : Epoch 2045 | loss: 0.0312041 | val_loss: 0.0312022 | Time: 3387.54 ms [2021-01-22 00:17:12 main:574] : INFO : Epoch 2046 | loss: 0.0312022 | val_loss: 0.031204 | Time: 3436.5 ms [2021-01-22 00:17:16 main:574] : INFO : Epoch 2047 | loss: 0.031201 | val_loss: 0.0312022 | Time: 3566.42 ms [2021-01-22 00:17:19 main:574] : INFO : Epoch 2048 | loss: 0.0312002 | val_loss: 0.0312022 | Time: 3468.83 ms [2021-01-22 00:17:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312022 [2021-01-22 00:17:19 main:603] : INFO : Saving end state to config to file [2021-01-22 00:17:20 main:608] : INFO : Success, exiting.. 00:17:20 (7048): 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)