Task 9087929
| Name | ParityModified-1636224503-27065-1_2 |
| Workunit | 6304277 |
| Created | 21 Nov 2021, 14:49:06 UTC |
| Sent | 21 Nov 2021, 15:31:23 UTC |
| Report deadline | 28 Nov 2021, 15:31:23 UTC |
| Received | 23 Nov 2021, 14:38:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11913 |
| Run time | 1 hours 43 min 36 sec |
| CPU time | 1 hours 32 min 53 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,445.80 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1-11-23 11:12:39 main:574] : INFO : Epoch 1542 | loss: 0.0312139 | val_loss: 0.0312126 | Time: 2868.27 ms [2021-11-23 11:12:42 main:574] : INFO : Epoch 1543 | loss: 0.0312152 | val_loss: 0.0312125 | Time: 3075.1 ms [2021-11-23 11:12:45 main:574] : INFO : Epoch 1544 | loss: 0.0312167 | val_loss: 0.0312252 | Time: 3073 ms [2021-11-23 11:12:48 main:574] : INFO : Epoch 1545 | loss: 0.0312148 | val_loss: 0.0312125 | Time: 2850.67 ms [2021-11-23 11:12:51 main:574] : INFO : Epoch 1546 | loss: 0.0312128 | val_loss: 0.0312139 | Time: 3317.04 ms [2021-11-23 11:12:54 main:574] : INFO : Epoch 1547 | loss: 0.0312128 | val_loss: 0.0312138 | Time: 2892.01 ms [2021-11-23 11:12:57 main:574] : INFO : Epoch 1548 | loss: 0.0312129 | val_loss: 0.0312138 | Time: 2943.85 ms [2021-11-23 11:13:00 main:574] : INFO : Epoch 1549 | loss: 0.0312131 | val_loss: 0.0312124 | Time: 3211.84 ms [2021-11-23 11:13:03 main:574] : INFO : Epoch 1550 | loss: 0.0312127 | val_loss: 0.0312129 | Time: 2864.61 ms [2021-11-23 11:13:07 main:574] : INFO : Epoch 1551 | loss: 0.0312131 | val_loss: 0.0312169 | Time: 3336.5 ms [2021-11-23 11:13:09 main:574] : INFO : Epoch 1552 | loss: 0.0312131 | val_loss: 0.0312118 | Time: 2898.96 ms [2021-11-23 11:13:12 main:574] : INFO : Epoch 1553 | loss: 0.0312148 | val_loss: 0.0312131 | Time: 2897.15 ms [2021-11-23 11:13:16 main:574] : INFO : Epoch 1554 | loss: 0.0312139 | val_loss: 0.0312147 | Time: 3330.75 ms [2021-11-23 11:13:18 main:574] : INFO : Epoch 1555 | loss: 0.0312141 | val_loss: 0.031212 | Time: 2784.39 ms [2021-11-23 11:13:22 main:574] : INFO : Epoch 1556 | loss: 0.0312119 | val_loss: 0.0312116 | Time: 3190.11 ms [2021-11-23 11:13:25 main:574] : INFO : Epoch 1557 | loss: 0.0312121 | val_loss: 0.0312118 | Time: 3045.97 ms [2021-11-23 11:13:28 main:574] : INFO : Epoch 1558 | loss: 0.0312128 | val_loss: 0.0312125 | Time: 2834.38 ms [2021-11-23 11:13:31 main:574] : INFO : Epoch 1559 | loss: 0.0312155 | val_loss: 0.0312125 | Time: 3337.3 ms [2021-11-23 11:13:34 main:574] : INFO : Epoch 1560 | loss: 0.0312132 | val_loss: 0.0312122 | Time: 2813.1 ms [2021-11-23 11:13:37 main:574] : INFO : Epoch 1561 | loss: 0.0312127 | val_loss: 0.0312122 | Time: 3131.2 ms [2021-11-23 11:13:40 main:574] : INFO : Epoch 1562 | loss: 0.0312134 | val_loss: 0.0312148 | Time: 3025.41 ms [2021-11-23 11:13:43 main:574] : INFO : Epoch 1563 | loss: 0.0312125 | val_loss: 0.0312139 | Time: 2809.93 ms [2021-11-23 11:13:46 main:574] : INFO : Epoch 1564 | loss: 0.0312135 | val_loss: 0.0312145 | Time: 3356.76 ms [2021-11-23 11:13:49 main:574] : INFO : Epoch 1565 | loss: 0.0312124 | val_loss: 0.0312143 | Time: 2799.32 ms [2021-11-23 11:13:52 main:574] : INFO : Epoch 1566 | loss: 0.031212 | val_loss: 0.0312117 | Time: 3108.32 ms [2021-11-23 11:13:55 main:574] : INFO : Epoch 1567 | loss: 0.0312122 | val_loss: 0.0312128 | Time: 2929.21 ms [2021-11-23 11:13:58 main:574] : INFO : Epoch 1568 | loss: 0.0312121 | val_loss: 0.031212 | Time: 2816.91 ms [2021-11-23 11:14:01 main:574] : INFO : Epoch 1569 | loss: 0.0312133 | val_loss: 0.0312141 | Time: 3272.48 ms [2021-11-23 11:14:04 main:574] : INFO : Epoch 1570 | loss: 0.0312132 | val_loss: 0.0312125 | Time: 2882.67 ms [2021-11-23 11:14:07 main:574] : INFO : Epoch 1571 | loss: 0.0312112 | val_loss: 0.0312121 | Time: 3092.55 ms [2021-11-23 11:14:10 main:574] : INFO : Epoch 1572 | loss: 0.0312114 | val_loss: 0.0312118 | Time: 3040.9 ms [2021-11-23 11:14:13 main:574] : INFO : Epoch 1573 | loss: 0.031212 | val_loss: 0.0312134 | Time: 2799.37 ms [2021-11-23 11:14:16 main:574] : INFO : Epoch 1574 | loss: 0.0312145 | val_loss: 0.0312145 | Time: 3393.37 ms [2021-11-23 11:14:19 main:574] : INFO : Epoch 1575 | loss: 0.0312131 | val_loss: 0.0312127 | Time: 2861.49 ms [2021-11-23 11:14:22 main:574] : INFO : Epoch 1576 | loss: 0.0312128 | val_loss: 0.0312124 | Time: 3137.84 ms [2021-11-23 11:14:26 main:574] : INFO : Epoch 1577 | loss: 0.0312115 | val_loss: 0.0312129 | Time: 3285.09 ms [2021-11-23 11:14:28 main:574] : INFO : Epoch 1578 | loss: 0.0312114 | val_loss: 0.0312128 | Time: 2810.57 ms [2021-11-23 11:14:32 main:574] : INFO : Epoch 1579 | loss: 0.0312123 | val_loss: 0.031212 | Time: 3319.66 ms [2021-11-23 11:14:35 main:574] : INFO : Epoch 1580 | loss: 0.0312127 | val_loss: 0.0312121 | Time: 2909.03 ms [2021-11-23 11:14:38 main:574] : INFO : Epoch 1581 | loss: 0.0312126 | val_loss: 0.0312118 | Time: 2933.22 ms [2021-11-23 11:14:41 main:574] : INFO : Epoch 1582 | loss: 0.031212 | val_loss: 0.0312148 | Time: 3352.53 ms [2021-11-23 11:14:44 main:574] : INFO : Epoch 1583 | loss: 0.0312128 | val_loss: 0.0312169 | Time: 2876.91 ms [2021-11-23 11:14:47 main:574] : INFO : Epoch 1584 | loss: 0.0312124 | val_loss: 0.0312127 | Time: 3215.13 ms [2021-11-23 11:14:50 main:574] : INFO : Epoch 1585 | loss: 0.0312109 | val_loss: 0.0312115 | Time: 3125.76 ms [2021-11-23 11:14:53 main:574] : INFO : Epoch 1586 | loss: 0.0312114 | val_loss: 0.0312122 | Time: 2883.61 ms [2021-11-23 11:14:56 main:574] : INFO : Epoch 1587 | loss: 0.0312127 | val_loss: 0.0312191 | Time: 3051.96 ms [2021-11-23 11:14:59 main:574] : INFO : Epoch 1588 | loss: 0.0312135 | val_loss: 0.0312128 | Time: 2974.15 ms [2021-11-23 11:15:02 main:574] : INFO : Epoch 1589 | loss: 0.0312109 | val_loss: 0.0312117 | Time: 3153.17 ms [2021-11-23 11:15:05 main:574] : INFO : Epoch 1590 | loss: 0.031211 | val_loss: 0.0312141 | Time: 3032.67 ms [2021-11-23 11:15:08 main:574] : INFO : Epoch 1591 | loss: 0.0312126 | val_loss: 0.0312118 | Time: 2858.97 ms [2021-11-23 11:15:12 main:574] : INFO : Epoch 1592 | loss: 0.0312114 | val_loss: 0.0312121 | Time: 3286.35 ms [2021-11-23 11:15:14 main:574] : INFO : Epoch 1593 | loss: 0.0312129 | val_loss: 0.0312153 | Time: 2832.21 ms [2021-11-23 11:15:17 main:574] : INFO : Epoch 1594 | loss: 0.0312126 | val_loss: 0.0312128 | Time: 3048.41 ms [2021-11-23 11:15:21 main:574] : INFO : Epoch 1595 | loss: 0.0312124 | val_loss: 0.031212 | Time: 3181.65 ms [2021-11-23 11:15:23 main:574] : INFO : Epoch 1596 | loss: 0.0312118 | val_loss: 0.031214 | Time: 2868.11 ms [2021-11-23 11:15:27 main:574] : INFO : Epoch 1597 | loss: 0.0312151 | val_loss: 0.0312137 | Time: 3347.52 ms [2021-11-23 11:15:30 main:574] : INFO : Epoch 1598 | loss: 0.0312147 | val_loss: 0.0312154 | Time: 2901.18 ms [2021-11-23 11:15:33 main:574] : INFO : Epoch 1599 | loss: 0.0312124 | val_loss: 0.0312125 | Time: 2947.48 ms [2021-11-23 11:15:36 main:574] : INFO : Epoch 1600 | loss: 0.0312135 | val_loss: 0.0312122 | Time: 3137.5 ms [2021-11-23 11:15:39 main:574] : INFO : Epoch 1601 | loss: 0.0312114 | val_loss: 0.031212 | Time: 2856.64 ms [2021-11-23 11:15:42 main:574] : INFO : Epoch 1602 | loss: 0.0312125 | val_loss: 0.0312121 | Time: 3277.85 ms [2021-11-23 11:15:45 main:574] : INFO : Epoch 1603 | loss: 0.031213 | val_loss: 0.031217 | Time: 2862.88 ms [2021-11-23 11:15:48 main:574] : INFO : Epoch 1604 | loss: 0.0312134 | val_loss: 0.0312171 | Time: 2890.27 ms [2021-11-23 11:15:51 main:574] : INFO : Epoch 1605 | loss: 0.0312127 | val_loss: 0.0312119 | Time: 3206.5 ms [2021-11-23 11:15:54 main:574] : INFO : Epoch 1606 | loss: 0.0312107 | val_loss: 0.0312119 | Time: 2832.34 ms [2021-11-23 11:15:57 main:574] : INFO : Epoch 1607 | loss: 0.0312107 | val_loss: 0.0312115 | Time: 3282.6 ms [2021-11-23 11:16:00 main:574] : INFO : Epoch 1608 | loss: 0.0312114 | val_loss: 0.0312124 | Time: 3213.32 ms [2021-11-23 11:16:03 main:574] : INFO : Epoch 1609 | loss: 0.0312119 | val_loss: 0.0312155 | Time: 2829.22 ms [2021-11-23 11:16:06 main:574] : INFO : Epoch 1610 | loss: 0.0312133 | val_loss: 0.0312145 | Time: 3274.13 ms [2021-11-23 11:16:09 main:574] : INFO : Epoch 1611 | loss: 0.0312146 | val_loss: 0.0312122 | Time: 2862.31 ms [2021-11-23 11:16:13 main:574] : INFO : Epoch 1612 | loss: 0.0312141 | val_loss: 0.0312144 | Time: 3184.6 ms [2021-11-23 11:16:16 main:574] : INFO : Epoch 1613 | loss: 0.031214 | val_loss: 0.0312151 | Time: 3035.09 ms [2021-11-23 11:16:18 main:574] : INFO : Epoch 1614 | loss: 0.0312129 | val_loss: 0.0312197 | Time: 2760.9 ms [2021-11-23 11:16:22 main:574] : INFO : Epoch 1615 | loss: 0.031214 | val_loss: 0.0312131 | Time: 3430.41 ms [2021-11-23 11:16:25 main:574] : INFO : Epoch 1616 | loss: 0.0312109 | val_loss: 0.0312117 | Time: 2888.49 ms [2021-11-23 11:16:28 main:574] : INFO : Epoch 1617 | loss: 0.0312107 | val_loss: 0.0312117 | Time: 3027.37 ms [2021-11-23 11:16:31 main:574] : INFO : Epoch 1618 | loss: 0.0312108 | val_loss: 0.0312118 | Time: 3113.8 ms [2021-11-23 11:16:34 main:574] : INFO : Epoch 1619 | loss: 0.0312119 | val_loss: 0.0312135 | Time: 2841.73 ms [2021-11-23 11:16:37 main:574] : INFO : Epoch 1620 | loss: 0.0312107 | val_loss: 0.0312118 | Time: 3324.89 ms [2021-11-23 11:16:40 main:574] : INFO : Epoch 1621 | loss: 0.0312117 | val_loss: 0.0312139 | Time: 2812.06 ms [2021-11-23 11:16:43 main:574] : INFO : Epoch 1622 | loss: 0.0312138 | val_loss: 0.0312139 | Time: 2973.93 ms [2021-11-23 11:16:46 main:574] : INFO : Epoch 1623 | loss: 0.0312135 | val_loss: 0.0312118 | Time: 3142.9 ms [2021-11-23 11:16:49 main:574] : INFO : Epoch 1624 | loss: 0.031211 | val_loss: 0.0312125 | Time: 2789.57 ms [2021-11-23 11:16:52 main:574] : INFO : Epoch 1625 | loss: 0.0312122 | val_loss: 0.0312128 | Time: 3249.75 ms [2021-11-23 11:16:55 main:574] : INFO : Epoch 1626 | loss: 0.0312113 | val_loss: 0.0312127 | Time: 2820.25 ms [2021-11-23 11:16:58 main:574] : INFO : Epoch 1627 | loss: 0.0312112 | val_loss: 0.0312114 | Time: 3264.42 ms [2021-11-23 11:17:02 main:574] : INFO : Epoch 1628 | loss: 0.0312101 | val_loss: 0.0312153 | Time: 3386.5 ms [2021-11-23 11:17:04 main:574] : INFO : Epoch 1629 | loss: 0.0312104 | val_loss: 0.0312139 | Time: 2819.2 ms [2021-11-23 11:17:08 main:574] : INFO : Epoch 1630 | loss: 0.0312112 | val_loss: 0.0312121 | Time: 3179.36 ms [2021-11-23 11:17:11 main:574] : INFO : Epoch 1631 | loss: 0.0312107 | val_loss: 0.0312118 | Time: 3028.68 ms [2021-11-23 11:17:13 main:574] : INFO : Epoch 1632 | loss: 0.0312104 | val_loss: 0.031212 | Time: 2798.12 ms [2021-11-23 11:17:17 main:574] : INFO : Epoch 1633 | loss: 0.031212 | val_loss: 0.0312174 | Time: 3245.82 ms [2021-11-23 11:17:20 main:574] : INFO : Epoch 1634 | loss: 0.0312118 | val_loss: 0.0312157 | Time: 2807.06 ms [2021-11-23 11:17:23 main:574] : INFO : Epoch 1635 | loss: 0.0312113 | val_loss: 0.031212 | Time: 3126.22 ms [2021-11-23 11:17:26 main:574] : INFO : Epoch 1636 | loss: 0.0312108 | val_loss: 0.0312115 | Time: 3051.64 ms [2021-11-23 11:17:28 main:574] : INFO : Epoch 1637 | loss: 0.0312103 | val_loss: 0.0312118 | Time: 2743.55 ms [2021-11-23 11:17:32 main:574] : INFO : Epoch 1638 | loss: 0.0312104 | val_loss: 0.0312118 | Time: 3375 ms [2021-11-23 11:17:35 main:574] : INFO : Epoch 1639 | loss: 0.0312122 | val_loss: 0.0312115 | Time: 2788.69 ms [2021-11-23 11:17:38 main:574] : INFO : Epoch 1640 | loss: 0.0312117 | val_loss: 0.0312165 | Time: 3069 ms [2021-11-23 11:17:41 main:574] : INFO : Epoch 1641 | loss: 0.0312121 | val_loss: 0.0312118 | Time: 2987.89 ms [2021-11-23 11:17:44 main:574] : INFO : Epoch 1642 | loss: 0.0312115 | val_loss: 0.031213 | Time: 2838.97 ms [2021-11-23 11:17:47 main:574] : INFO : Epoch 1643 | loss: 0.0312114 | val_loss: 0.0312115 | Time: 3316.76 ms [2021-11-23 11:17:50 main:574] : INFO : Epoch 1644 | loss: 0.0312105 | val_loss: 0.0312122 | Time: 2719.34 ms [2021-11-23 11:17:53 main:574] : INFO : Epoch 1645 | loss: 0.0312123 | val_loss: 0.0312118 | Time: 3127.07 ms [2021-11-23 11:17:56 main:574] : INFO : Epoch 1646 | loss: 0.03121 | val_loss: 0.0312134 | Time: 3038.22 ms [2021-11-23 11:17:59 main:574] : INFO : Epoch 1647 | loss: 0.0312136 | val_loss: 0.0312166 | Time: 3122.5 ms [2021-11-23 11:18:02 main:574] : INFO : Epoch 1648 | loss: 0.0312121 | val_loss: 0.0312111 | Time: 3404.59 ms [2021-11-23 11:18:05 main:574] : INFO : Epoch 1649 | loss: 0.0312102 | val_loss: 0.0312124 | Time: 2790.36 ms [2021-11-23 11:18:08 main:574] : INFO : Epoch 1650 | loss: 0.0312107 | val_loss: 0.0312152 | Time: 2943.36 ms [2021-11-23 11:18:11 main:574] : INFO : Epoch 1651 | loss: 0.0312137 | val_loss: 0.0312197 | Time: 3132.53 ms [2021-11-23 11:18:14 main:574] : INFO : Epoch 1652 | loss: 0.0312112 | val_loss: 0.0312119 | Time: 2789.23 ms [2021-11-23 11:18:17 main:574] : INFO : Epoch 1653 | loss: 0.0312112 | val_loss: 0.031214 | Time: 3209.01 ms [2021-11-23 11:18:20 main:574] : INFO : Epoch 1654 | loss: 0.0312113 | val_loss: 0.0312109 | Time: 2748.32 ms [2021-11-23 11:18:23 main:574] : INFO : Epoch 1655 | loss: 0.0312105 | val_loss: 0.0312116 | Time: 3002.71 ms [2021-11-23 11:18:26 main:574] : INFO : Epoch 1656 | loss: 0.0312101 | val_loss: 0.031212 | Time: 3155.52 ms [2021-11-23 11:18:29 main:574] : INFO : Epoch 1657 | loss: 0.03121 | val_loss: 0.031211 | Time: 2800.57 ms [2021-11-23 11:18:32 main:574] : INFO : Epoch 1658 | loss: 0.03121 | val_loss: 0.0312126 | Time: 3312.67 ms [2021-11-23 11:18:35 main:574] : INFO : Epoch 1659 | loss: 0.0312125 | val_loss: 0.031213 | Time: 2791.6 ms [2021-11-23 11:18:38 main:574] : INFO : Epoch 1660 | loss: 0.0312145 | val_loss: 0.0312136 | Time: 2952.19 ms [2021-11-23 11:18:41 main:574] : INFO : Epoch 1661 | loss: 0.0312123 | val_loss: 0.0312115 | Time: 3083.51 ms [2021-11-23 11:18:44 main:574] : INFO : Epoch 1662 | loss: 0.0312113 | val_loss: 0.0312115 | Time: 2841.38 ms [2021-11-23 11:18:47 main:574] : INFO : Epoch 1663 | loss: 0.031214 | val_loss: 0.0312149 | Time: 3354.2 ms [2021-11-23 11:18:50 main:574] : INFO : Epoch 1664 | loss: 0.0312149 | val_loss: 0.0312126 | Time: 2829.42 ms [2021-11-23 11:18:53 main:574] : INFO : Epoch 1665 | loss: 0.0312117 | val_loss: 0.0312127 | Time: 2952.42 ms [2021-11-23 11:18:56 main:574] : INFO : Epoch 1666 | loss: 0.0312119 | val_loss: 0.0312145 | Time: 3204.63 ms [2021-11-23 11:18:59 main:574] : INFO : Epoch 1667 | loss: 0.0312109 | val_loss: 0.0312106 | Time: 2871.2 ms [2021-11-23 11:19:03 main:574] : INFO : Epoch 1668 | loss: 0.0312124 | val_loss: 0.031216 | Time: 3295.35 ms [2021-11-23 11:19:06 main:574] : INFO : Epoch 1669 | loss: 0.0312119 | val_loss: 0.0312124 | Time: 2898.61 ms [2021-11-23 11:19:08 main:574] : INFO : Epoch 1670 | loss: 0.0312103 | val_loss: 0.031213 | Time: 2942.05 ms [2021-11-23 11:19:12 main:574] : INFO : Epoch 1671 | loss: 0.0312141 | val_loss: 0.0312114 | Time: 3227.87 ms [2021-11-23 11:19:15 main:574] : INFO : Epoch 1672 | loss: 0.0312145 | val_loss: 0.0312106 | Time: 2831.46 ms [2021-11-23 11:19:18 main:574] : INFO : Epoch 1673 | loss: 0.031211 | val_loss: 0.031211 | Time: 3229.48 ms [2021-11-23 11:19:21 main:574] : INFO : Epoch 1674 | loss: 0.0312092 | val_loss: 0.0312116 | Time: 2947.72 ms [2021-11-23 11:19:24 main:574] : INFO : Epoch 1675 | loss: 0.0312096 | val_loss: 0.0312113 | Time: 2890.62 ms [2021-11-23 11:19:27 main:574] : INFO : Epoch 1676 | loss: 0.0312094 | val_loss: 0.0312142 | Time: 3315.03 ms [2021-11-23 11:19:30 main:574] : INFO : Epoch 1677 | loss: 0.0312112 | val_loss: 0.0312194 | Time: 2825.79 ms [2021-11-23 11:19:33 main:574] : INFO : Epoch 1678 | loss: 0.0312122 | val_loss: 0.0312109 | Time: 3144.82 ms [2021-11-23 11:19:36 main:574] : INFO : Epoch 1679 | loss: 0.0312101 | val_loss: 0.031211 | Time: 3001.74 ms [2021-11-23 11:19:39 main:574] : INFO : Epoch 1680 | loss: 0.0312101 | val_loss: 0.0312177 | Time: 2838.3 ms [2021-11-23 11:19:42 main:574] : INFO : Epoch 1681 | loss: 0.0312139 | val_loss: 0.0312129 | Time: 3269.93 ms [2021-11-23 11:19:45 main:574] : INFO : Epoch 1682 | loss: 0.0312098 | val_loss: 0.0312111 | Time: 2859.93 ms [2021-11-23 11:19:48 main:574] : INFO : Epoch 1683 | loss: 0.0312096 | val_loss: 0.0312119 | Time: 3076.95 ms [2021-11-23 11:19:51 main:574] : INFO : Epoch 1684 | loss: 0.0312104 | val_loss: 0.0312127 | Time: 3033.26 ms [2021-11-23 11:19:54 main:574] : INFO : Epoch 1685 | loss: 0.0312123 | val_loss: 0.0312112 | Time: 2768.88 ms [2021-11-23 11:19:57 main:574] : INFO : Epoch 1686 | loss: 0.0312101 | val_loss: 0.0312156 | Time: 3305.2 ms [2021-11-23 11:20:00 main:574] : INFO : Epoch 1687 | loss: 0.031212 | val_loss: 0.0312138 | Time: 2861.5 ms [2021-11-23 11:20:03 main:574] : INFO : Epoch 1688 | loss: 0.0312134 | val_loss: 0.0312124 | Time: 3092.24 ms [2021-11-23 11:20:06 main:574] : INFO : Epoch 1689 | loss: 0.031211 | val_loss: 0.0312105 | Time: 3068.15 ms [2021-11-23 11:20:09 main:574] : INFO : Epoch 1690 | loss: 0.0312094 | val_loss: 0.0312109 | Time: 2853.35 ms [2021-11-23 11:20:13 main:574] : INFO : Epoch 1691 | loss: 0.0312099 | val_loss: 0.0312133 | Time: 3363.77 ms [2021-11-23 11:20:15 main:574] : INFO : Epoch 1692 | loss: 0.0312103 | val_loss: 0.0312125 | Time: 2829.66 ms [2021-11-23 11:20:18 main:574] : INFO : Epoch 1693 | loss: 0.031211 | val_loss: 0.0312127 | Time: 3038 ms [2021-11-23 11:20:22 main:574] : INFO : Epoch 1694 | loss: 0.0312119 | val_loss: 0.0312147 | Time: 3183.68 ms [2021-11-23 11:20:24 main:574] : INFO : Epoch 1695 | loss: 0.0312103 | val_loss: 0.0312122 | Time: 2822.53 ms [2021-11-23 11:20:28 main:574] : INFO : Epoch 1696 | loss: 0.0312104 | val_loss: 0.0312145 | Time: 3316.18 ms [2021-11-23 11:20:31 main:574] : INFO : Epoch 1697 | loss: 0.0312111 | val_loss: 0.0312118 | Time: 2822.68 ms [2021-11-23 11:20:34 main:574] : INFO : Epoch 1698 | loss: 0.031211 | val_loss: 0.0312173 | Time: 2931.94 ms [2021-11-23 11:20:37 main:574] : INFO : Epoch 1699 | loss: 0.0312113 | val_loss: 0.0312125 | Time: 3138.39 ms [2021-11-23 11:20:39 main:574] : INFO : Epoch 1700 | loss: 0.0312096 | val_loss: 0.0312106 | Time: 2706.6 ms [2021-11-23 11:20:43 main:574] : INFO : Epoch 1701 | loss: 0.0312096 | val_loss: 0.0312123 | Time: 3265.11 ms [2021-11-23 11:20:46 main:574] : INFO : Epoch 1702 | loss: 0.0312095 | val_loss: 0.0312109 | Time: 2844.14 ms [2021-11-23 11:20:49 main:574] : INFO : Epoch 1703 | loss: 0.0312091 | val_loss: 0.0312131 | Time: 2977.39 ms [2021-11-23 11:20:52 main:574] : INFO : Epoch 1704 | loss: 0.0312119 | val_loss: 0.0312108 | Time: 3241.54 ms [2021-11-23 11:20:55 main:574] : INFO : Epoch 1705 | loss: 0.0312091 | val_loss: 0.0312117 | Time: 2827.98 ms [2021-11-23 11:20:58 main:574] : INFO : Epoch 1706 | loss: 0.0312111 | val_loss: 0.0312179 | Time: 3265.52 ms [2021-11-23 11:21:01 main:574] : INFO : Epoch 1707 | loss: 0.031212 | val_loss: 0.0312142 | Time: 2867.71 ms [2021-11-23 11:21:04 main:574] : INFO : Epoch 1708 | loss: 0.0312125 | val_loss: 0.0312148 | Time: 2896.12 ms [2021-11-23 11:21:07 main:574] : INFO : Epoch 1709 | loss: 0.0312169 | val_loss: 0.0312176 | Time: 3235.58 ms [2021-11-23 11:21:10 main:574] : INFO : Epoch 1710 | loss: 0.0312118 | val_loss: 0.0312155 | Time: 2854.77 ms [2021-11-23 11:21:13 main:574] : INFO : Epoch 1711 | loss: 0.0312107 | val_loss: 0.0312116 | Time: 3241.36 ms [2021-11-23 11:21:16 main:574] : INFO : Epoch 1712 | loss: 0.0312099 | val_loss: 0.0312134 | Time: 2890.27 ms [2021-11-23 11:21:19 main:574] : INFO : Epoch 1713 | loss: 0.0312141 | val_loss: 0.0312206 | Time: 2880.47 ms [2021-11-23 11:21:22 main:574] : INFO : Epoch 1714 | loss: 0.0312137 | val_loss: 0.0312168 | Time: 3184.19 ms [2021-11-23 11:21:25 main:574] : INFO : Epoch 1715 | loss: 0.031212 | val_loss: 0.0312148 | Time: 2882.61 ms [2021-11-23 11:21:28 main:574] : INFO : Epoch 1716 | loss: 0.03121 | val_loss: 0.0312122 | Time: 3323.73 ms [2021-11-23 11:21:31 main:574] : INFO : Epoch 1717 | loss: 0.0312092 | val_loss: 0.0312107 | Time: 2935.48 ms [2021-11-23 11:21:34 main:574] : INFO : Epoch 1718 | loss: 0.0312089 | val_loss: 0.0312106 | Time: 2813.9 ms [2021-11-23 11:21:37 main:574] : INFO : Epoch 1719 | loss: 0.0312089 | val_loss: 0.0312132 | Time: 3304.87 ms [2021-11-23 11:21:40 main:574] : INFO : Epoch 1720 | loss: 0.0312094 | val_loss: 0.0312146 | Time: 2768.59 ms [2021-11-23 11:21:43 main:574] : INFO : Epoch 1721 | loss: 0.0312097 | val_loss: 0.0312106 | Time: 3156.23 ms [2021-11-23 11:21:46 main:574] : INFO : Epoch 1722 | loss: 0.0312086 | val_loss: 0.0312138 | Time: 2980.84 ms [2021-11-23 11:21:49 main:574] : INFO : Epoch 1723 | loss: 0.0312113 | val_loss: 0.0312104 | Time: 2851.57 ms [2021-11-23 11:21:53 main:574] : INFO : Epoch 1724 | loss: 0.0312092 | val_loss: 0.0312129 | Time: 3355.3 ms [2021-11-23 11:21:55 main:574] : INFO : Epoch 1725 | loss: 0.0312094 | val_loss: 0.0312117 | Time: 2830.76 ms [2021-11-23 11:21:59 main:574] : INFO : Epoch 1726 | loss: 0.0312096 | val_loss: 0.0312114 | Time: 3123.26 ms [2021-11-23 11:22:02 main:574] : INFO : Epoch 1727 | loss: 0.0312095 | val_loss: 0.0312105 | Time: 3026.6 ms [2021-11-23 11:22:04 main:574] : INFO : Epoch 1728 | loss: 0.0312088 | val_loss: 0.03121 | Time: 2747.5 ms [2021-11-23 11:22:07 main:574] : INFO : Epoch 1729 | loss: 0.0312093 | val_loss: 0.0312118 | Time: 3185.33 ms [2021-11-23 11:22:10 main:574] : INFO : Epoch 1730 | loss: 0.0312099 | val_loss: 0.031211 | Time: 2731.91 ms [2021-11-23 11:22:13 main:574] : INFO : Epoch 1731 | loss: 0.0312088 | val_loss: 0.0312106 | Time: 3224.22 ms [2021-11-23 11:22:16 main:574] : INFO : Epoch 1732 | loss: 0.0312113 | val_loss: 0.0312131 | Time: 3007.64 ms [2021-11-23 11:22:19 main:574] : INFO : Epoch 1733 | loss: 0.0312102 | val_loss: 0.0312145 | Time: 2797.06 ms [2021-11-23 11:22:23 main:574] : INFO : Epoch 1734 | loss: 0.0312111 | val_loss: 0.0312116 | Time: 3282.84 ms [2021-11-23 11:22:25 main:574] : INFO : Epoch 1735 | loss: 0.0312091 | val_loss: 0.0312104 | Time: 2871.23 ms [2021-11-23 11:22:29 main:574] : INFO : Epoch 1736 | loss: 0.0312091 | val_loss: 0.0312132 | Time: 3135.59 ms [2021-11-23 11:22:32 main:574] : INFO : Epoch 1737 | loss: 0.0312101 | val_loss: 0.0312115 | Time: 2997.47 ms [2021-11-23 11:22:34 main:574] : INFO : Epoch 1738 | loss: 0.0312087 | val_loss: 0.0312104 | Time: 2797.28 ms [2021-11-23 11:22:38 main:574] : INFO : Epoch 1739 | loss: 0.0312094 | val_loss: 0.0312132 | Time: 3321.29 ms [2021-11-23 11:22:41 main:574] : INFO : Epoch 1740 | loss: 0.0312109 | val_loss: 0.0312218 | Time: 2790.36 ms [2021-11-23 11:22:44 main:574] : INFO : Epoch 1741 | loss: 0.0312137 | val_loss: 0.0312192 | Time: 3170.06 ms [2021-11-23 11:22:47 main:574] : INFO : Epoch 1742 | loss: 0.0312107 | val_loss: 0.0312109 | Time: 3052.15 ms [2021-11-23 11:22:50 main:574] : INFO : Epoch 1743 | loss: 0.0312092 | val_loss: 0.0312111 | Time: 2792.42 ms [2021-11-23 11:22:53 main:574] : INFO : Epoch 1744 | loss: 0.0312094 | val_loss: 0.0312103 | Time: 3186.41 ms [2021-11-23 11:22:56 main:574] : INFO : Epoch 1745 | loss: 0.0312089 | val_loss: 0.0312182 | Time: 2834.17 ms [2021-11-23 11:22:59 main:574] : INFO : Epoch 1746 | loss: 0.0312097 | val_loss: 0.0312108 | Time: 3084.37 ms [2021-11-23 11:23:02 main:574] : INFO : Epoch 1747 | loss: 0.0312079 | val_loss: 0.0312115 | Time: 2978.26 ms [2021-11-23 11:23:05 main:574] : INFO : Epoch 1748 | loss: 0.0312087 | val_loss: 0.0312115 | Time: 2858.65 ms [2021-11-23 11:23:08 main:574] : INFO : Epoch 1749 | loss: 0.0312094 | val_loss: 0.0312103 | Time: 3322.55 ms [2021-11-23 11:23:11 main:574] : INFO : Epoch 1750 | loss: 0.0312084 | val_loss: 0.0312114 | Time: 2908.59 ms [2021-11-23 11:23:14 main:574] : INFO : Epoch 1751 | loss: 0.0312093 | val_loss: 0.0312117 | Time: 3041.7 ms [2021-11-23 11:23:17 main:574] : INFO : Epoch 1752 | loss: 0.0312097 | val_loss: 0.0312098 | Time: 3076.73 ms [2021-11-23 11:23:20 main:574] : INFO : Epoch 1753 | loss: 0.0312093 | val_loss: 0.0312102 | Time: 2759.31 ms [2021-11-23 11:23:23 main:574] : INFO : Epoch 1754 | loss: 0.0312081 | val_loss: 0.0312101 | Time: 3227.79 ms [2021-11-23 11:23:26 main:574] : INFO : Epoch 1755 | loss: 0.0312082 | val_loss: 0.0312153 | Time: 2812.16 ms [2021-11-23 11:23:29 main:574] : INFO : Epoch 1756 | loss: 0.0312098 | val_loss: 0.0312095 | Time: 3112.44 ms [2021-11-23 11:23:32 main:574] : INFO : Epoch 1757 | loss: 0.0312083 | val_loss: 0.0312111 | Time: 3128.31 ms [2021-11-23 11:23:35 main:574] : INFO : Epoch 1758 | loss: 0.0312085 | val_loss: 0.0312112 | Time: 2826.6 ms [2021-11-23 11:23:38 main:574] : INFO : Epoch 1759 | loss: 0.0312083 | val_loss: 0.0312104 | Time: 3363.97 ms [2021-11-23 11:23:41 main:574] : INFO : Epoch 1760 | loss: 0.0312088 | val_loss: 0.0312105 | Time: 2877.97 ms [2021-11-23 11:23:44 main:574] : INFO : Epoch 1761 | loss: 0.0312109 | val_loss: 0.0312098 | Time: 3010.68 ms [2021-11-23 11:23:47 main:574] : INFO : Epoch 1762 | loss: 0.0312083 | val_loss: 0.0312103 | Time: 3232.83 ms [2021-11-23 11:23:50 main:574] : INFO : Epoch 1763 | loss: 0.0312096 | val_loss: 0.0312239 | Time: 2826.39 ms [2021-11-23 11:23:54 main:574] : INFO : Epoch 1764 | loss: 0.0312135 | val_loss: 0.0312113 | Time: 3351.41 ms [2021-11-23 11:23:57 main:574] : INFO : Epoch 1765 | loss: 0.0312095 | val_loss: 0.0312112 | Time: 2973.23 ms [2021-11-23 11:23:59 main:574] : INFO : Epoch 1766 | loss: 0.0312085 | val_loss: 0.0312097 | Time: 2867.99 ms [2021-11-23 11:24:03 main:574] : INFO : Epoch 1767 | loss: 0.0312086 | val_loss: 0.031211 | Time: 3293.74 ms [2021-11-23 11:24:06 main:574] : INFO : Epoch 1768 | loss: 0.031209 | val_loss: 0.0312156 | Time: 2824.88 ms [2021-11-23 11:24:09 main:574] : INFO : Epoch 1769 | loss: 0.0312106 | val_loss: 0.0312093 | Time: 3134.07 ms [2021-11-23 11:24:12 main:574] : INFO : Epoch 1770 | loss: 0.0312075 | val_loss: 0.0312119 | Time: 2929.73 ms [2021-11-23 11:24:14 main:574] : INFO : Epoch 1771 | loss: 0.0312081 | val_loss: 0.0312118 | Time: 2860.61 ms [2021-11-23 11:24:18 main:574] : INFO : Epoch 1772 | loss: 0.0312083 | val_loss: 0.0312105 | Time: 3278.86 ms [2021-11-23 11:24:21 main:574] : INFO : Epoch 1773 | loss: 0.0312088 | val_loss: 0.03121 | Time: 2825.14 ms [2021-11-23 11:24:24 main:574] : INFO : Epoch 1774 | loss: 0.0312083 | val_loss: 0.0312101 | Time: 3207.24 ms [2021-11-23 11:24:27 main:574] : INFO : Epoch 1775 | loss: 0.0312078 | val_loss: 0.0312095 | Time: 2924.24 ms [2021-11-23 11:24:30 main:574] : INFO : Epoch 1776 | loss: 0.0312085 | val_loss: 0.03121 | Time: 2816.81 ms [2021-11-23 11:24:33 main:574] : INFO : Epoch 1777 | loss: 0.0312103 | val_loss: 0.0312097 | Time: 3347.58 ms [2021-11-23 11:24:36 main:574] : INFO : Epoch 1778 | loss: 0.0312085 | val_loss: 0.0312117 | Time: 2723.73 ms [2021-11-23 11:24:39 main:574] : INFO : Epoch 1779 | loss: 0.0312099 | val_loss: 0.031213 | Time: 3196.86 ms [2021-11-23 11:24:42 main:574] : INFO : Epoch 1780 | loss: 0.0312084 | val_loss: 0.0312104 | Time: 2890.42 ms [2021-11-23 11:24:45 main:574] : INFO : Epoch 1781 | loss: 0.0312084 | val_loss: 0.0312102 | Time: 2849.56 ms [2021-11-23 11:24:48 main:574] : INFO : Epoch 1782 | loss: 0.0312116 | val_loss: 0.031211 | Time: 3314.47 ms [2021-11-23 11:24:51 main:574] : INFO : Epoch 1783 | loss: 0.0312111 | val_loss: 0.0312138 | Time: 2803.91 ms [2021-11-23 11:24:54 main:574] : INFO : Epoch 1784 | loss: 0.0312096 | val_loss: 0.031212 | Time: 3193.65 ms [2021-11-23 11:24:57 main:574] : INFO : Epoch 1785 | loss: 0.0312086 | val_loss: 0.0312094 | Time: 3066.18 ms [2021-11-23 11:25:00 main:574] : INFO : Epoch 1786 | loss: 0.0312076 | val_loss: 0.0312108 | Time: 2858.36 ms [2021-11-23 11:25:03 main:574] : INFO : Epoch 1787 | loss: 0.0312082 | val_loss: 0.0312091 | Time: 3316.53 ms [2021-11-23 11:25:06 main:574] : INFO : Epoch 1788 | loss: 0.0312085 | val_loss: 0.0312098 | Time: 2777.07 ms [2021-11-23 11:25:09 main:574] : INFO : Epoch 1789 | loss: 0.0312076 | val_loss: 0.0312098 | Time: 3077.24 ms [2021-11-23 11:25:12 main:574] : INFO : Epoch 1790 | loss: 0.0312089 | val_loss: 0.0312103 | Time: 3033.1 ms [2021-11-23 11:25:15 main:574] : INFO : Epoch 1791 | loss: 0.031207 | val_loss: 0.0312098 | Time: 2782.53 ms [2021-11-23 11:25:18 main:574] : INFO : Epoch 1792 | loss: 0.0312078 | val_loss: 0.031212 | Time: 3412.25 ms [2021-11-23 11:25:21 main:574] : INFO : Epoch 1793 | loss: 0.0312093 | val_loss: 0.0312111 | Time: 2756.49 ms [2021-11-23 11:25:24 main:574] : INFO : Epoch 1794 | loss: 0.0312074 | val_loss: 0.0312099 | Time: 3122.22 ms [2021-11-23 11:25:27 main:574] : INFO : Epoch 1795 | loss: 0.0312078 | val_loss: 0.0312128 | Time: 3102.03 ms [2021-11-23 11:25:30 main:574] : INFO : Epoch 1796 | loss: 0.0312113 | val_loss: 0.0312123 | Time: 2817.88 ms [2021-11-23 11:25:34 main:574] : INFO : Epoch 1797 | loss: 0.0312095 | val_loss: 0.0312091 | Time: 3323.47 ms [2021-11-23 11:25:36 main:574] : INFO : Epoch 1798 | loss: 0.0312068 | val_loss: 0.031209 | Time: 2817.66 ms [2021-11-23 11:25:39 main:574] : INFO : Epoch 1799 | loss: 0.0312073 | val_loss: 0.0312094 | Time: 2990.99 ms [2021-11-23 11:25:42 main:574] : INFO : Epoch 1800 | loss: 0.0312073 | val_loss: 0.0312112 | Time: 3095.17 ms [2021-11-23 11:25:45 main:574] : INFO : Epoch 1801 | loss: 0.0312084 | val_loss: 0.0312105 | Time: 2888.64 ms [2021-11-23 11:25:49 main:574] : INFO : Epoch 1802 | loss: 0.0312085 | val_loss: 0.0312093 | Time: 3385.42 ms [2021-11-23 11:25:52 main:574] : INFO : Epoch 1803 | loss: 0.0312075 | val_loss: 0.0312091 | Time: 2892.01 ms [2021-11-23 11:25:55 main:574] : INFO : Epoch 1804 | loss: 0.0312089 | val_loss: 0.0312093 | Time: 2960.16 ms [2021-11-23 11:25:58 main:574] : INFO : Epoch 1805 | loss: 0.0312065 | val_loss: 0.0312134 | Time: 3275.79 ms [2021-11-23 11:26:01 main:574] : INFO : Epoch 1806 | loss: 0.0312073 | val_loss: 0.0312103 | Time: 2913.34 ms [2021-11-23 11:26:04 main:574] : INFO : Epoch 1807 | loss: 0.0312077 | val_loss: 0.0312098 | Time: 3243.21 ms [2021-11-23 11:26:07 main:574] : INFO : Epoch 1808 | loss: 0.0312072 | val_loss: 0.0312106 | Time: 3061.83 ms [2021-11-23 11:26:10 main:574] : INFO : Epoch 1809 | loss: 0.0312069 | val_loss: 0.0312109 | Time: 2830.48 ms [2021-11-23 11:26:13 main:574] : INFO : Epoch 1810 | loss: 0.0312079 | val_loss: 0.0312106 | Time: 3355.36 ms [2021-11-23 11:26:16 main:574] : INFO : Epoch 1811 | loss: 0.0312079 | val_loss: 0.0312089 | Time: 2852.65 ms [2021-11-23 11:26:19 main:574] : INFO : Epoch 1812 | loss: 0.0312071 | val_loss: 0.0312097 | Time: 3164.74 ms [2021-11-23 11:26:23 main:574] : INFO : Epoch 1813 | loss: 0.0312068 | val_loss: 0.0312086 | Time: 3151.76 ms [2021-11-23 11:26:25 main:574] : INFO : Epoch 1814 | loss: 0.0312072 | val_loss: 0.0312099 | Time: 2877.49 ms [2021-11-23 11:26:29 main:574] : INFO : Epoch 1815 | loss: 0.0312079 | val_loss: 0.031209 | Time: 3392.6 ms [2021-11-23 11:26:32 main:574] : INFO : Epoch 1816 | loss: 0.0312085 | val_loss: 0.031214 | Time: 2869.4 ms [2021-11-23 11:26:35 main:574] : INFO : Epoch 1817 | loss: 0.0312098 | val_loss: 0.031208 | Time: 2964.56 ms [2021-11-23 11:26:38 main:574] : INFO : Epoch 1818 | loss: 0.0312065 | val_loss: 0.0312079 | Time: 3135.3 ms [2021-11-23 11:26:41 main:574] : INFO : Epoch 1819 | loss: 0.0312063 | val_loss: 0.031209 | Time: 2843.74 ms [2021-11-23 11:26:44 main:574] : INFO : Epoch 1820 | loss: 0.0312071 | val_loss: 0.0312079 | Time: 3259.12 ms [2021-11-23 11:26:47 main:574] : INFO : Epoch 1821 | loss: 0.0312065 | val_loss: 0.0312084 | Time: 2868.66 ms [2021-11-23 11:26:50 main:574] : INFO : Epoch 1822 | loss: 0.0312058 | val_loss: 0.0312087 | Time: 2987.72 ms [2021-11-23 11:26:53 main:574] : INFO : Epoch 1823 | loss: 0.0312072 | val_loss: 0.031208 | Time: 3301.52 ms [2021-11-23 11:26:56 main:574] : INFO : Epoch 1824 | loss: 0.0312071 | val_loss: 0.0312149 | Time: 2855.96 ms [2021-11-23 11:26:59 main:574] : INFO : Epoch 1825 | loss: 0.0312118 | val_loss: 0.0312155 | Time: 3258.49 ms [2021-11-23 11:27:02 main:574] : INFO : Epoch 1826 | loss: 0.0312085 | val_loss: 0.0312081 | Time: 2892.93 ms [2021-11-23 11:27:05 main:574] : INFO : Epoch 1827 | loss: 0.0312069 | val_loss: 0.0312085 | Time: 2881.72 ms [2021-11-23 11:27:08 main:574] : INFO : Epoch 1828 | loss: 0.0312078 | val_loss: 0.0312092 | Time: 3351.5 ms [2021-11-23 11:27:11 main:574] : INFO : Epoch 1829 | loss: 0.0312074 | val_loss: 0.0312091 | Time: 2854.94 ms [2021-11-23 11:27:14 main:574] : INFO : Epoch 1830 | loss: 0.0312061 | val_loss: 0.0312079 | Time: 3168.93 ms [2021-11-23 11:27:18 main:574] : INFO : Epoch 1831 | loss: 0.0312081 | val_loss: 0.031211 | Time: 3239.45 ms [2021-11-23 11:27:21 main:574] : INFO : Epoch 1832 | loss: 0.0312088 | val_loss: 0.0312122 | Time: 2912.01 ms [2021-11-23 11:27:24 main:574] : INFO : Epoch 1833 | loss: 0.0312072 | val_loss: 0.03121 | Time: 3361.25 ms [2021-11-23 11:27:27 main:574] : INFO : Epoch 1834 | loss: 0.031206 | val_loss: 0.0312081 | Time: 2764.17 ms [2021-11-23 11:27:30 main:574] : INFO : Epoch 1835 | loss: 0.0312065 | val_loss: 0.031209 | Time: 3056.95 ms [2021-11-23 11:27:33 main:574] : INFO : Epoch 1836 | loss: 0.0312063 | val_loss: 0.031208 | Time: 3162.16 ms [2021-11-23 11:27:36 main:574] : INFO : Epoch 1837 | loss: 0.0312059 | val_loss: 0.0312113 | Time: 2880.12 ms [2021-11-23 11:27:39 main:574] : INFO : Epoch 1838 | loss: 0.0312074 | val_loss: 0.0312093 | Time: 3378 ms [2021-11-23 11:27:42 main:574] : INFO : Epoch 1839 | loss: 0.0312082 | val_loss: 0.0312102 | Time: 2940.28 ms [2021-11-23 11:27:45 main:574] : INFO : Epoch 1840 | loss: 0.0312086 | val_loss: 0.031219 | Time: 2913.37 ms [2021-11-23 11:27:49 main:574] : INFO : Epoch 1841 | loss: 0.0312088 | val_loss: 0.0312076 | Time: 3314.32 ms [2021-11-23 11:27:51 main:574] : INFO : Epoch 1842 | loss: 0.0312064 | val_loss: 0.0312071 | Time: 2774.04 ms [2021-11-23 11:27:55 main:574] : INFO : Epoch 1843 | loss: 0.0312063 | val_loss: 0.0312082 | Time: 3224.67 ms [2021-11-23 11:27:58 main:574] : INFO : Epoch 1844 | loss: 0.0312068 | val_loss: 0.031207 | Time: 3065.96 ms [2021-11-23 11:28:00 main:574] : INFO : Epoch 1845 | loss: 0.031206 | val_loss: 0.0312071 | Time: 2854.52 ms [2021-11-23 11:28:04 main:574] : INFO : Epoch 1846 | loss: 0.0312076 | val_loss: 0.0312082 | Time: 3333.28 ms [2021-11-23 11:28:07 main:574] : INFO : Epoch 1847 | loss: 0.0312072 | val_loss: 0.0312105 | Time: 2870.55 ms [2021-11-23 11:28:10 main:574] : INFO : Epoch 1848 | loss: 0.0312067 | val_loss: 0.0312088 | Time: 3124.75 ms [2021-11-23 11:28:13 main:574] : INFO : Epoch 1849 | loss: 0.0312057 | val_loss: 0.0312092 | Time: 3142.5 ms [2021-11-23 11:28:16 main:574] : INFO : Epoch 1850 | loss: 0.0312074 | val_loss: 0.0312142 | Time: 2873.55 ms [2021-11-23 11:28:19 main:574] : INFO : Epoch 1851 | loss: 0.0312068 | val_loss: 0.0312071 | Time: 3381.17 ms [2021-11-23 11:28:22 main:574] : INFO : Epoch 1852 | loss: 0.0312057 | val_loss: 0.031211 | Time: 2742.21 ms [2021-11-23 11:28:25 main:574] : INFO : Epoch 1853 | loss: 0.0312068 | val_loss: 0.0312143 | Time: 3035.23 ms [2021-11-23 11:28:28 main:574] : INFO : Epoch 1854 | loss: 0.0312078 | val_loss: 0.0312078 | Time: 3102.68 ms [2021-11-23 11:28:31 main:574] : INFO : Epoch 1855 | loss: 0.0312057 | val_loss: 0.03121 | Time: 2851.19 ms [2021-11-23 11:28:34 main:574] : INFO : Epoch 1856 | loss: 0.0312056 | val_loss: 0.0312072 | Time: 3395.24 ms [2021-11-23 11:28:37 main:574] : INFO : Epoch 1857 | loss: 0.0312061 | val_loss: 0.0312076 | Time: 2931.82 ms [2021-11-23 11:28:40 main:574] : INFO : Epoch 1858 | loss: 0.0312064 | val_loss: 0.0312086 | Time: 2903.07 ms [2021-11-23 11:28:44 main:574] : INFO : Epoch 1859 | loss: 0.0312086 | val_loss: 0.0312088 | Time: 3297.55 ms [2021-11-23 11:28:46 main:574] : INFO : Epoch 1860 | loss: 0.0312066 | val_loss: 0.0312119 | Time: 2817.85 ms [2021-11-23 11:28:50 main:574] : INFO : Epoch 1861 | loss: 0.031207 | val_loss: 0.0312076 | Time: 3193.87 ms [2021-11-23 11:28:53 main:574] : INFO : Epoch 1862 | loss: 0.031208 | val_loss: 0.0312088 | Time: 2987.56 ms [2021-11-23 11:28:55 main:574] : INFO : Epoch 1863 | loss: 0.0312064 | val_loss: 0.031208 | Time: 2846.65 ms [2021-11-23 11:28:59 main:574] : INFO : Epoch 1864 | loss: 0.0312065 | val_loss: 0.0312145 | Time: 3292.45 ms [2021-11-23 11:29:02 main:574] : INFO : Epoch 1865 | loss: 0.0312097 | val_loss: 0.0312106 | Time: 2775.77 ms [2021-11-23 11:29:05 main:574] : INFO : Epoch 1866 | loss: 0.0312052 | val_loss: 0.031206 | Time: 3187.13 ms [2021-11-23 11:29:08 main:574] : INFO : Epoch 1867 | loss: 0.0312055 | val_loss: 0.0312081 | Time: 3009.48 ms [2021-11-23 11:29:11 main:574] : INFO : Epoch 1868 | loss: 0.0312088 | val_loss: 0.031215 | Time: 2894.91 ms [2021-11-23 11:29:14 main:574] : INFO : Epoch 1869 | loss: 0.0312086 | val_loss: 0.0312103 | Time: 3327.96 ms [2021-11-23 11:29:17 main:574] : INFO : Epoch 1870 | loss: 0.0312125 | val_loss: 0.0312135 | Time: 2864.23 ms [2021-11-23 11:29:20 main:574] : INFO : Epoch 1871 | loss: 0.0312082 | val_loss: 0.0312125 | Time: 3088.33 ms [2021-11-23 11:29:23 main:574] : INFO : Epoch 1872 | loss: 0.0312068 | val_loss: 0.0312075 | Time: 3034.29 ms [2021-11-23 11:29:26 main:574] : INFO : Epoch 1873 | loss: 0.0312074 | val_loss: 0.0312083 | Time: 2820.15 ms [2021-11-23 11:29:29 main:574] : INFO : Epoch 1874 | loss: 0.0312048 | val_loss: 0.0312071 | Time: 3337.87 ms [2021-11-23 11:29:32 main:574] : INFO : Epoch 1875 | loss: 0.0312054 | val_loss: 0.0312079 | Time: 2870.38 ms [2021-11-23 11:29:35 main:574] : INFO : Epoch 1876 | loss: 0.0312066 | val_loss: 0.0312071 | Time: 3039.64 ms [2021-11-23 11:29:38 main:574] : INFO : Epoch 1877 | loss: 0.0312097 | val_loss: 0.0312092 | Time: 3201.65 ms [2021-11-23 11:29:41 main:574] : INFO : Epoch 1878 | loss: 0.0312058 | val_loss: 0.03121 | Time: 2875.99 ms [2021-11-23 11:29:45 main:574] : INFO : Epoch 1879 | loss: 0.0312047 | val_loss: 0.0312077 | Time: 3343.23 ms [2021-11-23 11:29:47 main:574] : INFO : Epoch 1880 | loss: 0.0312053 | val_loss: 0.0312064 | Time: 2842.75 ms [2021-11-23 11:29:50 main:574] : INFO : Epoch 1881 | loss: 0.0312043 | val_loss: 0.0312066 | Time: 2944.75 ms [2021-11-23 11:29:54 main:574] : INFO : Epoch 1882 | loss: 0.0312045 | val_loss: 0.031209 | Time: 3214.55 ms [2021-11-23 11:29:56 main:574] : INFO : Epoch 1883 | loss: 0.031205 | val_loss: 0.0312073 | Time: 2806.98 ms [2021-11-23 11:30:00 main:574] : INFO : Epoch 1884 | loss: 0.0312043 | val_loss: 0.0312077 | Time: 3347.29 ms [2021-11-23 11:30:03 main:574] : INFO : Epoch 1885 | loss: 0.0312057 | val_loss: 0.0312103 | Time: 2909.73 ms [2021-11-23 11:30:06 main:574] : INFO : Epoch 1886 | loss: 0.0312055 | val_loss: 0.0312079 | Time: 2896.64 ms [2021-11-23 11:30:09 main:574] : INFO : Epoch 1887 | loss: 0.0312055 | val_loss: 0.0312085 | Time: 3316.28 ms [2021-11-23 11:30:12 main:574] : INFO : Epoch 1888 | loss: 0.0312052 | val_loss: 0.031206 | Time: 2885.93 ms [2021-11-23 11:30:15 main:574] : INFO : Epoch 1889 | loss: 0.031208 | val_loss: 0.0312136 | Time: 3182.81 ms [2021-11-23 11:30:18 main:574] : INFO : Epoch 1890 | loss: 0.0312052 | val_loss: 0.0312073 | Time: 2970.34 ms [2021-11-23 11:30:21 main:574] : INFO : Epoch 1891 | loss: 0.0312044 | val_loss: 0.031207 | Time: 2836.35 ms [2021-11-23 11:30:24 main:574] : INFO : Epoch 1892 | loss: 0.0312046 | val_loss: 0.0312062 | Time: 3307.25 ms [2021-11-23 11:30:27 main:574] : INFO : Epoch 1893 | loss: 0.0312052 | val_loss: 0.0312151 | Time: 2759.3 ms [2021-11-23 11:30:30 main:574] : INFO : Epoch 1894 | loss: 0.0312063 | val_loss: 0.0312118 | Time: 3142.43 ms [2021-11-23 11:30:33 main:574] : INFO : Epoch 1895 | loss: 0.0312097 | val_loss: 0.0312113 | Time: 2955.24 ms [2021-11-23 11:30:36 main:574] : INFO : Epoch 1896 | loss: 0.0312089 | val_loss: 0.0312073 | Time: 2853.04 ms [2021-11-23 11:30:39 main:574] : INFO : Epoch 1897 | loss: 0.0312042 | val_loss: 0.0312057 | Time: 3367.65 ms [2021-11-23 11:30:42 main:574] : INFO : Epoch 1898 | loss: 0.0312041 | val_loss: 0.031207 | Time: 2877.78 ms [2021-11-23 11:30:45 main:574] : INFO : Epoch 1899 | loss: 0.031204 | val_loss: 0.031207 | Time: 3178.17 ms [2021-11-23 11:30:48 main:574] : INFO : Epoch 1900 | loss: 0.0312044 | val_loss: 0.0312073 | Time: 3134.86 ms [2021-11-23 11:30:51 main:574] : INFO : Epoch 1901 | loss: 0.0312051 | val_loss: 0.0312087 | Time: 2849.74 ms [2021-11-23 11:30:55 main:574] : INFO : Epoch 1902 | loss: 0.0312048 | val_loss: 0.0312111 | Time: 3335.56 ms [2021-11-23 11:30:58 main:574] : INFO : Epoch 1903 | loss: 0.0312053 | val_loss: 0.0312084 | Time: 2860.43 ms [2021-11-23 11:31:01 main:574] : INFO : Epoch 1904 | loss: 0.0312037 | val_loss: 0.0312061 | Time: 3019.82 ms [2021-11-23 11:31:04 main:574] : INFO : Epoch 1905 | loss: 0.0312051 | val_loss: 0.0312076 | Time: 3245.03 ms [2021-11-23 11:31:07 main:574] : INFO : Epoch 1906 | loss: 0.0312067 | val_loss: 0.0312084 | Time: 2784.06 ms [2021-11-23 11:31:10 main:574] : INFO : Epoch 1907 | loss: 0.0312056 | val_loss: 0.0312066 | Time: 3281.09 ms [2021-11-23 11:31:13 main:574] : INFO : Epoch 1908 | loss: 0.0312044 | val_loss: 0.0312063 | Time: 2852.95 ms [2021-11-23 11:31:16 main:574] : INFO : Epoch 1909 | loss: 0.0312056 | val_loss: 0.0312072 | Time: 2925.72 ms [2021-11-23 11:31:19 main:574] : INFO : Epoch 1910 | loss: 0.0312035 | val_loss: 0.0312062 | Time: 3270.54 ms [2021-11-23 11:31:22 main:574] : INFO : Epoch 1911 | loss: 0.031205 | val_loss: 0.0312065 | Time: 2752.5 ms [2021-11-23 11:31:25 main:574] : INFO : Epoch 1912 | loss: 0.0312052 | val_loss: 0.0312096 | Time: 3271.78 ms [2021-11-23 11:31:28 main:574] : INFO : Epoch 1913 | loss: 0.031204 | val_loss: 0.0312049 | Time: 2907.55 ms [2021-11-23 11:31:31 main:574] : INFO : Epoch 1914 | loss: 0.0312034 | val_loss: 0.031207 | Time: 2855.96 ms [2021-11-23 11:31:34 main:574] : INFO : Epoch 1915 | loss: 0.0312062 | val_loss: 0.0312089 | Time: 3284.35 ms [2021-11-23 11:31:37 main:574] : INFO : Epoch 1916 | loss: 0.0312072 | val_loss: 0.0312098 | Time: 2801.02 ms [2021-11-23 11:31:40 main:574] : INFO : Epoch 1917 | loss: 0.0312085 | val_loss: 0.0312078 | Time: 3240.38 ms [2021-11-23 11:31:43 main:574] : INFO : Epoch 1918 | loss: 0.0312057 | val_loss: 0.0312146 | Time: 2901.24 ms [2021-11-23 11:31:46 main:574] : INFO : Epoch 1919 | loss: 0.0312072 | val_loss: 0.0312094 | Time: 2839.37 ms [2021-11-23 11:31:49 main:574] : INFO : Epoch 1920 | loss: 0.031205 | val_loss: 0.0312056 | Time: 3329.27 ms [2021-11-23 11:31:52 main:574] : INFO : Epoch 1921 | loss: 0.0312048 | val_loss: 0.031208 | Time: 2797.46 ms [2021-11-23 11:31:55 main:574] : INFO : Epoch 1922 | loss: 0.0312048 | val_loss: 0.0312064 | Time: 3201.24 ms [2021-11-23 11:31:58 main:574] : INFO : Epoch 1923 | loss: 0.0312047 | val_loss: 0.0312059 | Time: 2994.4 ms [2021-11-23 11:32:01 main:574] : INFO : Epoch 1924 | loss: 0.031205 | val_loss: 0.031208 | Time: 2827.07 ms [2021-11-23 11:32:04 main:574] : INFO : Epoch 1925 | loss: 0.0312053 | val_loss: 0.0312072 | Time: 3286.76 ms [2021-11-23 11:32:07 main:574] : INFO : Epoch 1926 | loss: 0.0312042 | val_loss: 0.0312059 | Time: 2847.1 ms [2021-11-23 11:32:10 main:574] : INFO : Epoch 1927 | loss: 0.0312041 | val_loss: 0.0312057 | Time: 3168.53 ms [2021-11-23 11:32:14 main:574] : INFO : Epoch 1928 | loss: 0.0312036 | val_loss: 0.0312049 | Time: 3075.15 ms [2021-11-23 11:32:16 main:574] : INFO : Epoch 1929 | loss: 0.031205 | val_loss: 0.0312104 | Time: 2910.88 ms [2021-11-23 11:32:20 main:574] : INFO : Epoch 1930 | loss: 0.0312057 | val_loss: 0.0312098 | Time: 3380.98 ms [2021-11-23 11:32:23 main:574] : INFO : Epoch 1931 | loss: 0.0312037 | val_loss: 0.0312067 | Time: 2832.56 ms [2021-11-23 11:32:26 main:574] : INFO : Epoch 1932 | loss: 0.0312041 | val_loss: 0.0312089 | Time: 3049.74 ms [2021-11-23 11:32:29 main:574] : INFO : Epoch 1933 | loss: 0.0312084 | val_loss: 0.0312066 | Time: 3427.97 ms [2021-11-23 11:32:32 main:574] : INFO : Epoch 1934 | loss: 0.0312083 | val_loss: 0.0312148 | Time: 2842.17 ms [2021-11-23 11:32:35 main:574] : INFO : Epoch 1935 | loss: 0.0312082 | val_loss: 0.0312105 | Time: 3262.95 ms [2021-11-23 11:32:38 main:574] : INFO : Epoch 1936 | loss: 0.031206 | val_loss: 0.0312059 | Time: 2953.59 ms [2021-11-23 11:32:41 main:574] : INFO : Epoch 1937 | loss: 0.0312037 | val_loss: 0.0312099 | Time: 2896.77 ms [2021-11-23 11:32:45 main:574] : INFO : Epoch 1938 | loss: 0.0312047 | val_loss: 0.0312062 | Time: 3307.35 ms [2021-11-23 11:32:47 main:574] : INFO : Epoch 1939 | loss: 0.0312029 | val_loss: 0.031206 | Time: 2826.12 ms [2021-11-23 11:32:50 main:574] : INFO : Epoch 1940 | loss: 0.0312026 | val_loss: 0.0312065 | Time: 3045.26 ms [2021-11-23 11:32:53 main:574] : INFO : Epoch 1941 | loss: 0.0312025 | val_loss: 0.0312069 | Time: 2737.33 ms [2021-11-23 11:32:56 main:574] : INFO : Epoch 1942 | loss: 0.0312027 | val_loss: 0.031207 | Time: 2848.5 ms [2021-11-23 11:32:59 main:574] : INFO : Epoch 1943 | loss: 0.0312038 | val_loss: 0.0312064 | Time: 3035.98 ms [2021-11-23 11:33:02 main:574] : INFO : Epoch 1944 | loss: 0.0312039 | val_loss: 0.0312066 | Time: 2759.21 ms [2021-11-23 11:33:05 main:574] : INFO : Epoch 1945 | loss: 0.031207 | val_loss: 0.0312067 | Time: 3078.31 ms [2021-11-23 11:33:08 main:574] : INFO : Epoch 1946 | loss: 0.0312029 | val_loss: 0.0312088 | Time: 2687.63 ms [2021-11-23 11:33:11 main:574] : INFO : Epoch 1947 | loss: 0.0312057 | val_loss: 0.0312052 | Time: 2959.06 ms [2021-11-23 11:33:13 main:574] : INFO : Epoch 1948 | loss: 0.0312041 | val_loss: 0.031206 | Time: 2830.55 ms [2021-11-23 11:33:16 main:574] : INFO : Epoch 1949 | loss: 0.0312025 | val_loss: 0.031206 | Time: 2736.59 ms [2021-11-23 11:33:19 main:574] : INFO : Epoch 1950 | loss: 0.0312025 | val_loss: 0.031206 | Time: 3069.94 ms [2021-11-23 11:33:22 main:574] : INFO : Epoch 1951 | loss: 0.0312031 | val_loss: 0.0312073 | Time: 2635.73 ms [2021-11-23 11:33:25 main:574] : INFO : Epoch 1952 | loss: 0.0312028 | val_loss: 0.031206 | Time: 3014.81 ms [2021-11-23 11:33:28 main:574] : INFO : Epoch 1953 | loss: 0.0312026 | val_loss: 0.0312075 | Time: 2901.43 ms [2021-11-23 11:33:31 main:574] : INFO : Epoch 1954 | loss: 0.0312032 | val_loss: 0.0312091 | Time: 2942.14 ms [2021-11-23 11:33:34 main:574] : INFO : Epoch 1955 | loss: 0.0312027 | val_loss: 0.0312065 | Time: 2981.56 ms [2021-11-23 11:33:37 main:574] : INFO : Epoch 1956 | loss: 0.0312028 | val_loss: 0.0312069 | Time: 2732.07 ms [2021-11-23 11:33:40 main:574] : INFO : Epoch 1957 | loss: 0.0312031 | val_loss: 0.0312065 | Time: 3128.25 ms [2021-11-23 11:33:42 main:574] : INFO : Epoch 1958 | loss: 0.0312039 | val_loss: 0.0312057 | Time: 2651.67 ms [2021-11-23 11:33:45 main:574] : INFO : Epoch 1959 | loss: 0.0312026 | val_loss: 0.0312067 | Time: 3152.93 ms [2021-11-23 11:33:48 main:574] : INFO : Epoch 1960 | loss: 0.0312053 | val_loss: 0.031207 | Time: 2829.3 ms [2021-11-23 11:33:51 main:574] : INFO : Epoch 1961 | loss: 0.031203 | val_loss: 0.0312098 | Time: 2808.57 ms [2021-11-23 11:33:54 main:574] : INFO : Epoch 1962 | loss: 0.0312036 | val_loss: 0.031205 | Time: 2995.15 ms [2021-11-23 11:33:57 main:574] : INFO : Epoch 1963 | loss: 0.0312024 | val_loss: 0.0312066 | Time: 2704.47 ms [2021-11-23 11:34:00 main:574] : INFO : Epoch 1964 | loss: 0.0312032 | val_loss: 0.0312056 | Time: 3116.71 ms [2021-11-23 11:34:03 main:574] : INFO : Epoch 1965 | loss: 0.0312036 | val_loss: 0.0312062 | Time: 2770.76 ms [2021-11-23 11:34:06 main:574] : INFO : Epoch 1966 | loss: 0.0312042 | val_loss: 0.0312072 | Time: 3003.32 ms [2021-11-23 11:34:09 main:574] : INFO : Epoch 1967 | loss: 0.0312026 | val_loss: 0.0312054 | Time: 2818.73 ms [2021-11-23 11:34:11 main:574] : INFO : Epoch 1968 | loss: 0.0312032 | val_loss: 0.0312057 | Time: 2761.74 ms [2021-11-23 11:34:14 main:574] : INFO : Epoch 1969 | loss: 0.0312044 | val_loss: 0.0312052 | Time: 3087.76 ms [2021-11-23 11:34:17 main:574] : INFO : Epoch 1970 | loss: 0.0312029 | val_loss: 0.0312068 | Time: 2752.28 ms [2021-11-23 11:34:20 main:574] : INFO : Epoch 1971 | loss: 0.031204 | val_loss: 0.0312075 | Time: 3105.63 ms [2021-11-23 11:34:23 main:574] : INFO : Epoch 1972 | loss: 0.0312077 | val_loss: 0.0312161 | Time: 2643.67 ms [2021-11-23 11:34:26 main:574] : INFO : Epoch 1973 | loss: 0.0312063 | val_loss: 0.0312072 | Time: 2927.26 ms [2021-11-23 11:34:29 main:574] : INFO : Epoch 1974 | loss: 0.0312047 | val_loss: 0.0312064 | Time: 2868 ms [2021-11-23 11:34:32 main:574] : INFO : Epoch 1975 | loss: 0.0312033 | val_loss: 0.0312058 | Time: 2744.05 ms [2021-11-23 11:34:35 main:574] : INFO : Epoch 1976 | loss: 0.0312024 | val_loss: 0.0312057 | Time: 3038.38 ms [2021-11-23 11:34:37 main:574] : INFO : Epoch 1977 | loss: 0.0312034 | val_loss: 0.0312059 | Time: 2676.5 ms [2021-11-23 11:34:40 main:574] : INFO : Epoch 1978 | loss: 0.0312035 | val_loss: 0.0312075 | Time: 3124.85 ms [2021-11-23 11:34:43 main:574] : INFO : Epoch 1979 | loss: 0.0312052 | val_loss: 0.0312071 | Time: 2641.84 ms [2021-11-23 11:34:46 main:574] : INFO : Epoch 1980 | loss: 0.031204 | val_loss: 0.0312077 | Time: 2934.1 ms [2021-11-23 11:34:49 main:574] : INFO : Epoch 1981 | loss: 0.031203 | val_loss: 0.0312072 | Time: 2909.19 ms [2021-11-23 11:34:52 main:574] : INFO : Epoch 1982 | loss: 0.0312018 | val_loss: 0.031206 | Time: 2739.77 ms [2021-11-23 11:34:55 main:574] : INFO : Epoch 1983 | loss: 0.0312023 | val_loss: 0.0312056 | Time: 3122.59 ms [2021-11-23 11:34:58 main:574] : INFO : Epoch 1984 | loss: 0.031202 | val_loss: 0.0312091 | Time: 2724.64 ms [2021-11-23 11:35:01 main:574] : INFO : Epoch 1985 | loss: 0.0312047 | val_loss: 0.0312068 | Time: 3133.3 ms [2021-11-23 11:35:04 main:574] : INFO : Epoch 1986 | loss: 0.0312028 | val_loss: 0.0312061 | Time: 2794.67 ms [2021-11-23 11:35:06 main:574] : INFO : Epoch 1987 | loss: 0.0312023 | val_loss: 0.0312043 | Time: 2778.79 ms [2021-11-23 11:35:09 main:574] : INFO : Epoch 1988 | loss: 0.0312037 | val_loss: 0.0312076 | Time: 2983.88 ms [2021-11-23 11:35:12 main:574] : INFO : Epoch 1989 | loss: 0.031204 | val_loss: 0.0312047 | Time: 2682.39 ms [2021-11-23 11:35:15 main:574] : INFO : Epoch 1990 | loss: 0.0312026 | val_loss: 0.0312071 | Time: 3015.57 ms [2021-11-23 11:35:18 main:574] : INFO : Epoch 1991 | loss: 0.0312043 | val_loss: 0.0312055 | Time: 2753.42 ms [2021-11-23 11:35:21 main:574] : INFO : Epoch 1992 | loss: 0.0312026 | val_loss: 0.03121 | Time: 3006.86 ms [2021-11-23 11:35:24 main:574] : INFO : Epoch 1993 | loss: 0.0312059 | val_loss: 0.0312076 | Time: 2761.68 ms [2021-11-23 11:35:26 main:574] : INFO : Epoch 1994 | loss: 0.0312028 | val_loss: 0.0312071 | Time: 2827.21 ms [2021-11-23 11:35:29 main:574] : INFO : Epoch 1995 | loss: 0.0312034 | val_loss: 0.0312055 | Time: 3046.02 ms [2021-11-23 11:35:32 main:574] : INFO : Epoch 1996 | loss: 0.0312025 | val_loss: 0.0312071 | Time: 2661.7 ms [2021-11-23 11:35:35 main:574] : INFO : Epoch 1997 | loss: 0.0312026 | val_loss: 0.0312061 | Time: 3134.84 ms [2021-11-23 11:35:38 main:574] : INFO : Epoch 1998 | loss: 0.0312034 | val_loss: 0.031206 | Time: 2778.31 ms [2021-11-23 11:35:41 main:574] : INFO : Epoch 1999 | loss: 0.0312056 | val_loss: 0.0312107 | Time: 2981.8 ms [2021-11-23 11:35:44 main:574] : INFO : Epoch 2000 | loss: 0.031206 | val_loss: 0.0312075 | Time: 2891.07 ms [2021-11-23 11:35:47 main:574] : INFO : Epoch 2001 | loss: 0.0312047 | val_loss: 0.0312061 | Time: 2793.77 ms [2021-11-23 11:35:50 main:574] : INFO : Epoch 2002 | loss: 0.0312023 | val_loss: 0.0312059 | Time: 3095.15 ms [2021-11-23 11:35:53 main:574] : INFO : Epoch 2003 | loss: 0.0312023 | val_loss: 0.0312069 | Time: 2726.12 ms [2021-11-23 11:35:56 main:574] : INFO : Epoch 2004 | loss: 0.0312032 | val_loss: 0.0312085 | Time: 3076.71 ms [2021-11-23 11:35:58 main:574] : INFO : Epoch 2005 | loss: 0.0312057 | val_loss: 0.0312151 | Time: 2719.32 ms [2021-11-23 11:36:01 main:574] : INFO : Epoch 2006 | loss: 0.0312084 | val_loss: 0.0312251 | Time: 2854.81 ms [2021-11-23 11:36:04 main:574] : INFO : Epoch 2007 | loss: 0.032489 | val_loss: 0.0351345 | Time: 2953.08 ms [2021-11-23 11:36:07 main:574] : INFO : Epoch 2008 | loss: 0.0319576 | val_loss: 0.0314056 | Time: 2767.32 ms [2021-11-23 11:36:10 main:574] : INFO : Epoch 2009 | loss: 0.0312875 | val_loss: 0.031233 | Time: 3134.86 ms [2021-11-23 11:36:13 main:574] : INFO : Epoch 2010 | loss: 0.0312203 | val_loss: 0.0312118 | Time: 2701.56 ms [2021-11-23 11:36:16 main:574] : INFO : Epoch 2011 | loss: 0.0312107 | val_loss: 0.0312068 | Time: 3031.75 ms [2021-11-23 11:36:19 main:574] : INFO : Epoch 2012 | loss: 0.0312077 | val_loss: 0.031209 | Time: 2707.2 ms [2021-11-23 11:36:21 main:574] : INFO : Epoch 2013 | loss: 0.0312079 | val_loss: 0.0312054 | Time: 2799.84 ms [2021-11-23 11:36:24 main:574] : INFO : Epoch 2014 | loss: 0.0312079 | val_loss: 0.0312068 | Time: 2910.43 ms [2021-11-23 11:36:27 main:574] : INFO : Epoch 2015 | loss: 0.0312073 | val_loss: 0.03121 | Time: 2674.97 ms [2021-11-23 11:36:30 main:574] : INFO : Epoch 2016 | loss: 0.0312077 | val_loss: 0.0312072 | Time: 3067.05 ms [2021-11-23 11:36:33 main:574] : INFO : Epoch 2017 | loss: 0.0312069 | val_loss: 0.0312053 | Time: 2679.08 ms [2021-11-23 11:36:36 main:574] : INFO : Epoch 2018 | loss: 0.0312059 | val_loss: 0.0312055 | Time: 3139.42 ms [2021-11-23 11:36:39 main:574] : INFO : Epoch 2019 | loss: 0.0312053 | val_loss: 0.0312047 | Time: 2815.63 ms [2021-11-23 11:36:42 main:574] : INFO : Epoch 2020 | loss: 0.031206 | val_loss: 0.03121 | Time: 2875.63 ms [2021-11-23 11:36:45 main:574] : INFO : Epoch 2021 | loss: 0.0312072 | val_loss: 0.0312045 | Time: 2990.2 ms [2021-11-23 11:36:47 main:574] : INFO : Epoch 2022 | loss: 0.0312054 | val_loss: 0.031205 | Time: 2696.25 ms [2021-11-23 11:36:50 main:574] : INFO : Epoch 2023 | loss: 0.0312062 | val_loss: 0.0312098 | Time: 3077.02 ms [2021-11-23 11:36:53 main:574] : INFO : Epoch 2024 | loss: 0.0312071 | val_loss: 0.0312057 | Time: 2642.84 ms [2021-11-23 11:36:56 main:574] : INFO : Epoch 2025 | loss: 0.0312065 | val_loss: 0.0312081 | Time: 3032.78 ms [2021-11-23 11:36:59 main:574] : INFO : Epoch 2026 | loss: 0.0312056 | val_loss: 0.0312048 | Time: 2852.73 ms [2021-11-23 11:37:02 main:574] : INFO : Epoch 2027 | loss: 0.031205 | val_loss: 0.0312042 | Time: 2843.82 ms [2021-11-23 11:37:05 main:574] : INFO : Epoch 2028 | loss: 0.0312055 | val_loss: 0.0312071 | Time: 3086.74 ms [2021-11-23 11:37:08 main:574] : INFO : Epoch 2029 | loss: 0.0312055 | val_loss: 0.0312038 | Time: 2780.69 ms [2021-11-23 11:37:11 main:574] : INFO : Epoch 2030 | loss: 0.0312051 | val_loss: 0.0312041 | Time: 3015.2 ms [2021-11-23 11:37:13 main:574] : INFO : Epoch 2031 | loss: 0.0312063 | val_loss: 0.0312072 | Time: 2765.83 ms [2021-11-23 11:37:16 main:574] : INFO : Epoch 2032 | loss: 0.0312057 | val_loss: 0.031205 | Time: 2905.21 ms [2021-11-23 11:37:19 main:574] : INFO : Epoch 2033 | loss: 0.0312045 | val_loss: 0.0312044 | Time: 2876.69 ms [2021-11-23 11:37:22 main:574] : INFO : Epoch 2034 | loss: 0.0312046 | val_loss: 0.0312081 | Time: 2704.99 ms [2021-11-23 11:37:25 main:574] : INFO : Epoch 2035 | loss: 0.0312051 | val_loss: 0.0312041 | Time: 3077.59 ms [2021-11-23 11:37:28 main:574] : INFO : Epoch 2036 | loss: 0.0312043 | val_loss: 0.0312067 | Time: 2670.89 ms [2021-11-23 11:37:31 main:574] : INFO : Epoch 2037 | loss: 0.0312063 | val_loss: 0.0312052 | Time: 3118.61 ms [2021-11-23 11:37:34 main:574] : INFO : Epoch 2038 | loss: 0.0312061 | val_loss: 0.0312061 | Time: 2650.74 ms [2021-11-23 11:37:37 main:574] : INFO : Epoch 2039 | loss: 0.0312044 | val_loss: 0.0312038 | Time: 2957.53 ms [2021-11-23 11:37:39 main:574] : INFO : Epoch 2040 | loss: 0.0312045 | val_loss: 0.0312057 | Time: 2906.56 ms [2021-11-23 11:37:42 main:574] : INFO : Epoch 2041 | loss: 0.0312042 | val_loss: 0.0312045 | Time: 2692.64 ms [2021-11-23 11:37:45 main:574] : INFO : Epoch 2042 | loss: 0.031204 | val_loss: 0.0312042 | Time: 3145.35 ms [2021-11-23 11:37:48 main:574] : INFO : Epoch 2043 | loss: 0.0312044 | val_loss: 0.0312047 | Time: 2699.06 ms [2021-11-23 11:37:51 main:574] : INFO : Epoch 2044 | loss: 0.0312046 | val_loss: 0.031204 | Time: 3125.95 ms [2021-11-23 11:37:54 main:574] : INFO : Epoch 2045 | loss: 0.0312047 | val_loss: 0.0312053 | Time: 2787.98 ms [2021-11-23 11:37:57 main:574] : INFO : Epoch 2046 | loss: 0.0312034 | val_loss: 0.0312046 | Time: 2862.34 ms [2021-11-23 11:38:00 main:574] : INFO : Epoch 2047 | loss: 0.0312038 | val_loss: 0.0312037 | Time: 3193.01 ms [2021-11-23 11:38:03 main:574] : INFO : Epoch 2048 | loss: 0.0312035 | val_loss: 0.0312039 | Time: 2750.58 ms [2021-11-23 11:38:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312039 [2021-11-23 11:38:03 main:603] : INFO : Saving end state to config to file [2021-11-23 11:38:03 main:608] : INFO : Success, exiting.. 11:38:03 (12292): 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)