Task 6357826
| Name | ParityMachine-1627974979-13772-1_0 |
| Workunit | 4140747 |
| Created | 5 Aug 2021, 5:05:18 UTC |
| Sent | 10 Aug 2021, 10:04:26 UTC |
| Report deadline | 17 Aug 2021, 10:04:26 UTC |
| Received | 10 Aug 2021, 22:38:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8236 |
| Run time | 3 hours 53 min 59 sec |
| CPU time | 3 hours 29 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 18,129.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.40 GB |
| Peak swap size | 4.90 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 0 18:13:34 main:574] : INFO : Epoch 1542 | loss: 0.0312139 | val_loss: 0.0312174 | Time: 2876.45 ms [2021-08-10 18:13:37 main:574] : INFO : Epoch 1543 | loss: 0.0312137 | val_loss: 0.0312151 | Time: 2931.5 ms [2021-08-10 18:13:40 main:574] : INFO : Epoch 1544 | loss: 0.031215 | val_loss: 0.0312167 | Time: 2912.1 ms [2021-08-10 18:13:43 main:574] : INFO : Epoch 1545 | loss: 0.0312175 | val_loss: 0.0312189 | Time: 3102.4 ms [2021-08-10 18:13:46 main:574] : INFO : Epoch 1546 | loss: 0.0312166 | val_loss: 0.0312151 | Time: 2825.78 ms [2021-08-10 18:13:49 main:574] : INFO : Epoch 1547 | loss: 0.0312163 | val_loss: 0.0312148 | Time: 2838.65 ms [2021-08-10 18:13:52 main:574] : INFO : Epoch 1548 | loss: 0.031215 | val_loss: 0.0312164 | Time: 2832.04 ms [2021-08-10 18:13:55 main:574] : INFO : Epoch 1549 | loss: 0.031215 | val_loss: 0.0312156 | Time: 3507.72 ms [2021-08-10 18:13:58 main:574] : INFO : Epoch 1550 | loss: 0.0312125 | val_loss: 0.0312145 | Time: 2947.09 ms [2021-08-10 18:14:01 main:574] : INFO : Epoch 1551 | loss: 0.0312122 | val_loss: 0.0312154 | Time: 2903.61 ms [2021-08-10 18:14:04 main:574] : INFO : Epoch 1552 | loss: 0.0312129 | val_loss: 0.0312206 | Time: 2880.89 ms [2021-08-10 18:14:07 main:574] : INFO : Epoch 1553 | loss: 0.0312136 | val_loss: 0.0312153 | Time: 2951.96 ms [2021-08-10 18:14:10 main:574] : INFO : Epoch 1554 | loss: 0.0312147 | val_loss: 0.0312264 | Time: 3052.03 ms [2021-08-10 18:14:13 main:574] : INFO : Epoch 1555 | loss: 0.0312135 | val_loss: 0.031222 | Time: 2987.23 ms [2021-08-10 18:14:16 main:574] : INFO : Epoch 1556 | loss: 0.0312155 | val_loss: 0.0312176 | Time: 2822.76 ms [2021-08-10 18:14:19 main:574] : INFO : Epoch 1557 | loss: 0.0312129 | val_loss: 0.0312141 | Time: 2906.93 ms [2021-08-10 18:14:21 main:574] : INFO : Epoch 1558 | loss: 0.0312118 | val_loss: 0.0312138 | Time: 2892.95 ms [2021-08-10 18:14:24 main:574] : INFO : Epoch 1559 | loss: 0.0312118 | val_loss: 0.0312138 | Time: 2913.59 ms [2021-08-10 18:14:27 main:574] : INFO : Epoch 1560 | loss: 0.0312128 | val_loss: 0.031214 | Time: 2869.41 ms [2021-08-10 18:14:30 main:574] : INFO : Epoch 1561 | loss: 0.0312118 | val_loss: 0.0312147 | Time: 2839.38 ms [2021-08-10 18:14:33 main:574] : INFO : Epoch 1562 | loss: 0.0312124 | val_loss: 0.0312156 | Time: 2916.85 ms [2021-08-10 18:14:36 main:574] : INFO : Epoch 1563 | loss: 0.0312116 | val_loss: 0.0312151 | Time: 2946.62 ms [2021-08-10 18:14:39 main:574] : INFO : Epoch 1564 | loss: 0.0312111 | val_loss: 0.0312145 | Time: 2960.28 ms [2021-08-10 18:14:42 main:574] : INFO : Epoch 1565 | loss: 0.0312139 | val_loss: 0.0312139 | Time: 2808.48 ms [2021-08-10 18:14:45 main:574] : INFO : Epoch 1566 | loss: 0.0312124 | val_loss: 0.031213 | Time: 2955.71 ms [2021-08-10 18:14:48 main:574] : INFO : Epoch 1567 | loss: 0.031216 | val_loss: 0.0312171 | Time: 2890.65 ms [2021-08-10 18:14:51 main:574] : INFO : Epoch 1568 | loss: 0.0312183 | val_loss: 0.0312177 | Time: 2894.62 ms [2021-08-10 18:14:54 main:574] : INFO : Epoch 1569 | loss: 0.031214 | val_loss: 0.0312233 | Time: 2762.11 ms [2021-08-10 18:14:57 main:574] : INFO : Epoch 1570 | loss: 0.0312177 | val_loss: 0.0312135 | Time: 2838.13 ms [2021-08-10 18:15:00 main:574] : INFO : Epoch 1571 | loss: 0.0312181 | val_loss: 0.0312152 | Time: 2927.29 ms [2021-08-10 18:15:02 main:574] : INFO : Epoch 1572 | loss: 0.0312112 | val_loss: 0.0312139 | Time: 2945.8 ms [2021-08-10 18:15:05 main:574] : INFO : Epoch 1573 | loss: 0.0312121 | val_loss: 0.0312135 | Time: 2972.07 ms [2021-08-10 18:15:09 main:574] : INFO : Epoch 1574 | loss: 0.0312148 | val_loss: 0.0312155 | Time: 3012.8 ms [2021-08-10 18:15:11 main:574] : INFO : Epoch 1575 | loss: 0.0312132 | val_loss: 0.0312164 | Time: 2787.4 ms [2021-08-10 18:15:14 main:574] : INFO : Epoch 1576 | loss: 0.0312112 | val_loss: 0.0312145 | Time: 2842.49 ms [2021-08-10 18:15:17 main:574] : INFO : Epoch 1577 | loss: 0.0312126 | val_loss: 0.0312195 | Time: 2893.98 ms [2021-08-10 18:15:20 main:574] : INFO : Epoch 1578 | loss: 0.031211 | val_loss: 0.0312138 | Time: 2827.13 ms [2021-08-10 18:15:23 main:574] : INFO : Epoch 1579 | loss: 0.0312157 | val_loss: 0.0312233 | Time: 2958.37 ms [2021-08-10 18:15:26 main:574] : INFO : Epoch 1580 | loss: 0.0312152 | val_loss: 0.031215 | Time: 3070.05 ms [2021-08-10 18:15:29 main:574] : INFO : Epoch 1581 | loss: 0.0312109 | val_loss: 0.0312129 | Time: 3035.42 ms [2021-08-10 18:15:32 main:574] : INFO : Epoch 1582 | loss: 0.0312103 | val_loss: 0.0312153 | Time: 2817.16 ms [2021-08-10 18:15:35 main:574] : INFO : Epoch 1583 | loss: 0.0312103 | val_loss: 0.0312173 | Time: 2937.05 ms [2021-08-10 18:15:38 main:574] : INFO : Epoch 1584 | loss: 0.0312106 | val_loss: 0.0312163 | Time: 2874.66 ms [2021-08-10 18:15:41 main:574] : INFO : Epoch 1585 | loss: 0.0312097 | val_loss: 0.0312123 | Time: 2922.58 ms [2021-08-10 18:15:44 main:574] : INFO : Epoch 1586 | loss: 0.0312115 | val_loss: 0.0312138 | Time: 2979.22 ms [2021-08-10 18:15:46 main:574] : INFO : Epoch 1587 | loss: 0.0312102 | val_loss: 0.031212 | Time: 2885.79 ms [2021-08-10 18:15:49 main:574] : INFO : Epoch 1588 | loss: 0.031219 | val_loss: 0.0312177 | Time: 2906.29 ms [2021-08-10 18:15:52 main:574] : INFO : Epoch 1589 | loss: 0.0312106 | val_loss: 0.0312131 | Time: 2859.92 ms [2021-08-10 18:15:56 main:574] : INFO : Epoch 1590 | loss: 0.0312138 | val_loss: 0.0312221 | Time: 2869.89 ms [2021-08-10 18:15:58 main:574] : INFO : Epoch 1591 | loss: 0.0312129 | val_loss: 0.0312123 | Time: 2909.19 ms [2021-08-10 18:16:01 main:574] : INFO : Epoch 1592 | loss: 0.0312134 | val_loss: 0.031214 | Time: 2771.88 ms [2021-08-10 18:16:04 main:574] : INFO : Epoch 1593 | loss: 0.0312126 | val_loss: 0.0312123 | Time: 2816.34 ms [2021-08-10 18:16:07 main:574] : INFO : Epoch 1594 | loss: 0.0312105 | val_loss: 0.0312119 | Time: 2785.8 ms [2021-08-10 18:16:10 main:574] : INFO : Epoch 1595 | loss: 0.0312095 | val_loss: 0.0312119 | Time: 2885.71 ms [2021-08-10 18:16:13 main:574] : INFO : Epoch 1596 | loss: 0.0312094 | val_loss: 0.0312127 | Time: 2834.84 ms [2021-08-10 18:16:15 main:574] : INFO : Epoch 1597 | loss: 0.0312099 | val_loss: 0.031224 | Time: 2816.5 ms [2021-08-10 18:16:18 main:574] : INFO : Epoch 1598 | loss: 0.0312124 | val_loss: 0.0312141 | Time: 2820.39 ms [2021-08-10 18:16:21 main:574] : INFO : Epoch 1599 | loss: 0.0312107 | val_loss: 0.0312123 | Time: 2804.55 ms [2021-08-10 18:16:24 main:574] : INFO : Epoch 1600 | loss: 0.0312122 | val_loss: 0.0312216 | Time: 2843.36 ms [2021-08-10 18:16:27 main:574] : INFO : Epoch 1601 | loss: 0.0312139 | val_loss: 0.031215 | Time: 2907.41 ms [2021-08-10 18:16:30 main:574] : INFO : Epoch 1602 | loss: 0.0312096 | val_loss: 0.0312123 | Time: 2906.6 ms [2021-08-10 18:16:33 main:574] : INFO : Epoch 1603 | loss: 0.0312099 | val_loss: 0.0312138 | Time: 2937.12 ms [2021-08-10 18:16:36 main:574] : INFO : Epoch 1604 | loss: 0.0312185 | val_loss: 0.0312198 | Time: 2776.93 ms [2021-08-10 18:16:38 main:574] : INFO : Epoch 1605 | loss: 0.0312135 | val_loss: 0.0312187 | Time: 2814.72 ms [2021-08-10 18:16:41 main:574] : INFO : Epoch 1606 | loss: 0.031214 | val_loss: 0.0312138 | Time: 2862.95 ms [2021-08-10 18:16:44 main:574] : INFO : Epoch 1607 | loss: 0.0312161 | val_loss: 0.0312148 | Time: 2889.37 ms [2021-08-10 18:16:47 main:574] : INFO : Epoch 1608 | loss: 0.031215 | val_loss: 0.0312143 | Time: 2765.12 ms [2021-08-10 18:16:50 main:574] : INFO : Epoch 1609 | loss: 0.0312124 | val_loss: 0.0312126 | Time: 2850.22 ms [2021-08-10 18:16:53 main:574] : INFO : Epoch 1610 | loss: 0.0312141 | val_loss: 0.0312127 | Time: 2861.9 ms [2021-08-10 18:16:55 main:574] : INFO : Epoch 1611 | loss: 0.0312114 | val_loss: 0.0312124 | Time: 2892.4 ms [2021-08-10 18:16:58 main:574] : INFO : Epoch 1612 | loss: 0.0312111 | val_loss: 0.0312155 | Time: 2801.42 ms [2021-08-10 18:17:01 main:574] : INFO : Epoch 1613 | loss: 0.0312095 | val_loss: 0.031212 | Time: 2766.86 ms [2021-08-10 18:17:04 main:574] : INFO : Epoch 1614 | loss: 0.0312103 | val_loss: 0.0312128 | Time: 2905.6 ms [2021-08-10 18:17:07 main:574] : INFO : Epoch 1615 | loss: 0.0312099 | val_loss: 0.0312116 | Time: 2775.2 ms [2021-08-10 18:17:10 main:574] : INFO : Epoch 1616 | loss: 0.0312087 | val_loss: 0.0312121 | Time: 2874.92 ms [2021-08-10 18:17:13 main:574] : INFO : Epoch 1617 | loss: 0.0312086 | val_loss: 0.0312108 | Time: 2849.2 ms [2021-08-10 18:17:16 main:574] : INFO : Epoch 1618 | loss: 0.0312097 | val_loss: 0.0312194 | Time: 2910.75 ms [2021-08-10 18:17:19 main:574] : INFO : Epoch 1619 | loss: 0.0312143 | val_loss: 0.0312276 | Time: 2687.44 ms [2021-08-10 18:17:21 main:574] : INFO : Epoch 1620 | loss: 0.031213 | val_loss: 0.0312195 | Time: 2873.98 ms [2021-08-10 18:17:24 main:574] : INFO : Epoch 1621 | loss: 0.031211 | val_loss: 0.0312128 | Time: 2974.41 ms [2021-08-10 18:17:27 main:574] : INFO : Epoch 1622 | loss: 0.0312096 | val_loss: 0.0312113 | Time: 2975.87 ms [2021-08-10 18:17:30 main:574] : INFO : Epoch 1623 | loss: 0.031209 | val_loss: 0.0312134 | Time: 2789.91 ms [2021-08-10 18:17:33 main:574] : INFO : Epoch 1624 | loss: 0.0312103 | val_loss: 0.0312153 | Time: 2745.85 ms [2021-08-10 18:17:36 main:574] : INFO : Epoch 1625 | loss: 0.0312109 | val_loss: 0.031211 | Time: 2820.94 ms [2021-08-10 18:17:39 main:574] : INFO : Epoch 1626 | loss: 0.0312087 | val_loss: 0.0312107 | Time: 2749.58 ms [2021-08-10 18:17:41 main:574] : INFO : Epoch 1627 | loss: 0.031211 | val_loss: 0.031213 | Time: 2898.88 ms [2021-08-10 18:17:44 main:574] : INFO : Epoch 1628 | loss: 0.0312102 | val_loss: 0.0312112 | Time: 2935.1 ms [2021-08-10 18:17:47 main:574] : INFO : Epoch 1629 | loss: 0.0312101 | val_loss: 0.0312107 | Time: 2806.26 ms [2021-08-10 18:17:50 main:574] : INFO : Epoch 1630 | loss: 0.0312122 | val_loss: 0.0312139 | Time: 2825.76 ms [2021-08-10 18:17:53 main:574] : INFO : Epoch 1631 | loss: 0.0312152 | val_loss: 0.031215 | Time: 2807.02 ms [2021-08-10 18:17:56 main:574] : INFO : Epoch 1632 | loss: 0.0312116 | val_loss: 0.0312127 | Time: 2846.97 ms [2021-08-10 18:17:59 main:574] : INFO : Epoch 1633 | loss: 0.0312099 | val_loss: 0.0312117 | Time: 2800.09 ms [2021-08-10 18:18:01 main:574] : INFO : Epoch 1634 | loss: 0.0312105 | val_loss: 0.0312192 | Time: 2810.54 ms [2021-08-10 18:18:04 main:574] : INFO : Epoch 1635 | loss: 0.031211 | val_loss: 0.0312129 | Time: 2869.01 ms [2021-08-10 18:18:07 main:574] : INFO : Epoch 1636 | loss: 0.0312113 | val_loss: 0.0312131 | Time: 2901.45 ms [2021-08-10 18:18:10 main:574] : INFO : Epoch 1637 | loss: 0.0312162 | val_loss: 0.0312132 | Time: 2850.32 ms [2021-08-10 18:18:13 main:574] : INFO : Epoch 1638 | loss: 0.0312119 | val_loss: 0.0312175 | Time: 2863.93 ms [2021-08-10 18:18:16 main:574] : INFO : Epoch 1639 | loss: 0.0312136 | val_loss: 0.0312182 | Time: 2797.23 ms [2021-08-10 18:18:19 main:574] : INFO : Epoch 1640 | loss: 0.0312117 | val_loss: 0.0312151 | Time: 2827.69 ms [2021-08-10 18:18:22 main:574] : INFO : Epoch 1641 | loss: 0.0312131 | val_loss: 0.0312121 | Time: 2818.27 ms [2021-08-10 18:18:25 main:574] : INFO : Epoch 1642 | loss: 0.0312096 | val_loss: 0.031211 | Time: 2806.91 ms [2021-08-10 18:18:27 main:574] : INFO : Epoch 1643 | loss: 0.0312088 | val_loss: 0.0312116 | Time: 2803.96 ms [2021-08-10 18:18:30 main:574] : INFO : Epoch 1644 | loss: 0.0312088 | val_loss: 0.0312117 | Time: 2887.94 ms [2021-08-10 18:18:33 main:574] : INFO : Epoch 1645 | loss: 0.0312084 | val_loss: 0.0312191 | Time: 2840.05 ms [2021-08-10 18:18:36 main:574] : INFO : Epoch 1646 | loss: 0.0312102 | val_loss: 0.0312104 | Time: 2947.26 ms [2021-08-10 18:18:39 main:574] : INFO : Epoch 1647 | loss: 0.0312082 | val_loss: 0.0312104 | Time: 2885.08 ms [2021-08-10 18:18:42 main:574] : INFO : Epoch 1648 | loss: 0.0312104 | val_loss: 0.0312129 | Time: 2913.17 ms [2021-08-10 18:18:45 main:574] : INFO : Epoch 1649 | loss: 0.0312112 | val_loss: 0.0312103 | Time: 2810.84 ms [2021-08-10 18:18:47 main:574] : INFO : Epoch 1650 | loss: 0.0312112 | val_loss: 0.031214 | Time: 2751.07 ms [2021-08-10 18:18:50 main:574] : INFO : Epoch 1651 | loss: 0.0312114 | val_loss: 0.0312117 | Time: 2947.64 ms [2021-08-10 18:18:53 main:574] : INFO : Epoch 1652 | loss: 0.0312087 | val_loss: 0.0312121 | Time: 2858.04 ms [2021-08-10 18:18:56 main:574] : INFO : Epoch 1653 | loss: 0.0312087 | val_loss: 0.0312114 | Time: 2967.82 ms [2021-08-10 18:18:59 main:574] : INFO : Epoch 1654 | loss: 0.031211 | val_loss: 0.0312171 | Time: 2899.11 ms [2021-08-10 18:19:02 main:574] : INFO : Epoch 1655 | loss: 0.0312117 | val_loss: 0.0312132 | Time: 2813.95 ms [2021-08-10 18:19:05 main:574] : INFO : Epoch 1656 | loss: 0.0312134 | val_loss: 0.0312137 | Time: 2782.48 ms [2021-08-10 18:19:08 main:574] : INFO : Epoch 1657 | loss: 0.0312117 | val_loss: 0.0312132 | Time: 2920.83 ms [2021-08-10 18:19:11 main:574] : INFO : Epoch 1658 | loss: 0.0312097 | val_loss: 0.0312122 | Time: 2915.9 ms [2021-08-10 18:19:13 main:574] : INFO : Epoch 1659 | loss: 0.0312084 | val_loss: 0.031212 | Time: 2921.65 ms [2021-08-10 18:19:17 main:574] : INFO : Epoch 1660 | loss: 0.0312095 | val_loss: 0.0312101 | Time: 2711.45 ms [2021-08-10 18:19:20 main:574] : INFO : Epoch 1661 | loss: 0.0312092 | val_loss: 0.0312116 | Time: 2920.49 ms [2021-08-10 18:19:23 main:574] : INFO : Epoch 1662 | loss: 0.0312103 | val_loss: 0.0312122 | Time: 2944.83 ms [2021-08-10 18:19:25 main:574] : INFO : Epoch 1663 | loss: 0.0312085 | val_loss: 0.0312122 | Time: 2726.37 ms [2021-08-10 18:19:28 main:574] : INFO : Epoch 1664 | loss: 0.0312106 | val_loss: 0.0312134 | Time: 2799.53 ms [2021-08-10 18:19:31 main:574] : INFO : Epoch 1665 | loss: 0.03121 | val_loss: 0.0312108 | Time: 2859.16 ms [2021-08-10 18:19:34 main:574] : INFO : Epoch 1666 | loss: 0.03121 | val_loss: 0.0312115 | Time: 2878.29 ms [2021-08-10 18:19:37 main:574] : INFO : Epoch 1667 | loss: 0.0312099 | val_loss: 0.0312109 | Time: 2793.04 ms [2021-08-10 18:19:39 main:574] : INFO : Epoch 1668 | loss: 0.0312078 | val_loss: 0.0312102 | Time: 2792.96 ms [2021-08-10 18:19:42 main:574] : INFO : Epoch 1669 | loss: 0.0312084 | val_loss: 0.0312109 | Time: 2803.86 ms [2021-08-10 18:19:45 main:574] : INFO : Epoch 1670 | loss: 0.03121 | val_loss: 0.0312179 | Time: 2930.04 ms [2021-08-10 18:19:48 main:574] : INFO : Epoch 1671 | loss: 0.03121 | val_loss: 0.0312102 | Time: 2868.27 ms [2021-08-10 18:19:51 main:574] : INFO : Epoch 1672 | loss: 0.0312095 | val_loss: 0.0312113 | Time: 2892.64 ms [2021-08-10 18:19:54 main:574] : INFO : Epoch 1673 | loss: 0.0312148 | val_loss: 0.0312216 | Time: 2742.41 ms [2021-08-10 18:19:57 main:574] : INFO : Epoch 1674 | loss: 0.03122 | val_loss: 0.0312203 | Time: 2889.06 ms [2021-08-10 18:19:59 main:574] : INFO : Epoch 1675 | loss: 0.0312103 | val_loss: 0.0312113 | Time: 2784.31 ms [2021-08-10 18:20:02 main:574] : INFO : Epoch 1676 | loss: 0.0312091 | val_loss: 0.031213 | Time: 2872.35 ms [2021-08-10 18:20:05 main:574] : INFO : Epoch 1677 | loss: 0.0312092 | val_loss: 0.0312114 | Time: 2771.12 ms [2021-08-10 18:20:08 main:574] : INFO : Epoch 1678 | loss: 0.0312098 | val_loss: 0.0312114 | Time: 2889.56 ms [2021-08-10 18:20:11 main:574] : INFO : Epoch 1679 | loss: 0.0312102 | val_loss: 0.0312144 | Time: 2818.89 ms [2021-08-10 18:20:14 main:574] : INFO : Epoch 1680 | loss: 0.0312112 | val_loss: 0.0312167 | Time: 2880.16 ms [2021-08-10 18:20:17 main:574] : INFO : Epoch 1681 | loss: 0.0312105 | val_loss: 0.0312149 | Time: 2866.23 ms [2021-08-10 18:20:19 main:574] : INFO : Epoch 1682 | loss: 0.031209 | val_loss: 0.0312119 | Time: 2772.88 ms [2021-08-10 18:20:22 main:574] : INFO : Epoch 1683 | loss: 0.0312077 | val_loss: 0.0312108 | Time: 2904.1 ms [2021-08-10 18:20:25 main:574] : INFO : Epoch 1684 | loss: 0.03121 | val_loss: 0.0312111 | Time: 2845.99 ms [2021-08-10 18:20:28 main:574] : INFO : Epoch 1685 | loss: 0.0312092 | val_loss: 0.0312119 | Time: 2869.48 ms [2021-08-10 18:20:31 main:574] : INFO : Epoch 1686 | loss: 0.031211 | val_loss: 0.0312149 | Time: 2844.78 ms [2021-08-10 18:20:34 main:574] : INFO : Epoch 1687 | loss: 0.0312153 | val_loss: 0.0312143 | Time: 2916.34 ms [2021-08-10 18:20:37 main:574] : INFO : Epoch 1688 | loss: 0.0312092 | val_loss: 0.0312111 | Time: 2882.61 ms [2021-08-10 18:20:40 main:574] : INFO : Epoch 1689 | loss: 0.0312087 | val_loss: 0.0312132 | Time: 2940.27 ms [2021-08-10 18:20:43 main:574] : INFO : Epoch 1690 | loss: 0.0312084 | val_loss: 0.0312103 | Time: 2860.36 ms [2021-08-10 18:20:46 main:574] : INFO : Epoch 1691 | loss: 0.0312163 | val_loss: 0.0312212 | Time: 2793.64 ms [2021-08-10 18:20:48 main:574] : INFO : Epoch 1692 | loss: 0.0312121 | val_loss: 0.0312112 | Time: 2808.32 ms [2021-08-10 18:20:51 main:574] : INFO : Epoch 1693 | loss: 0.0312091 | val_loss: 0.031214 | Time: 2754.78 ms [2021-08-10 18:20:54 main:574] : INFO : Epoch 1694 | loss: 0.031211 | val_loss: 0.0312125 | Time: 2805.91 ms [2021-08-10 18:20:57 main:574] : INFO : Epoch 1695 | loss: 0.0312083 | val_loss: 0.0312147 | Time: 2841.77 ms [2021-08-10 18:21:00 main:574] : INFO : Epoch 1696 | loss: 0.031209 | val_loss: 0.0312103 | Time: 2834.15 ms [2021-08-10 18:21:03 main:574] : INFO : Epoch 1697 | loss: 0.031211 | val_loss: 0.0312109 | Time: 2781.24 ms [2021-08-10 18:21:05 main:574] : INFO : Epoch 1698 | loss: 0.0312148 | val_loss: 0.0312119 | Time: 2771.57 ms [2021-08-10 18:21:08 main:574] : INFO : Epoch 1699 | loss: 0.0312173 | val_loss: 0.0312221 | Time: 2846.74 ms [2021-08-10 18:21:11 main:574] : INFO : Epoch 1700 | loss: 0.0312123 | val_loss: 0.0312198 | Time: 2791.59 ms [2021-08-10 18:21:14 main:574] : INFO : Epoch 1701 | loss: 0.0312152 | val_loss: 0.0312122 | Time: 2858.54 ms [2021-08-10 18:21:17 main:574] : INFO : Epoch 1702 | loss: 0.0312106 | val_loss: 0.0312106 | Time: 2807.76 ms [2021-08-10 18:21:20 main:574] : INFO : Epoch 1703 | loss: 0.0312102 | val_loss: 0.0312128 | Time: 2821.8 ms [2021-08-10 18:21:22 main:574] : INFO : Epoch 1704 | loss: 0.0312102 | val_loss: 0.0312135 | Time: 2707.42 ms [2021-08-10 18:21:25 main:574] : INFO : Epoch 1705 | loss: 0.0312087 | val_loss: 0.031213 | Time: 3001.58 ms [2021-08-10 18:21:28 main:574] : INFO : Epoch 1706 | loss: 0.0312079 | val_loss: 0.0312115 | Time: 2903.24 ms [2021-08-10 18:21:31 main:574] : INFO : Epoch 1707 | loss: 0.0312073 | val_loss: 0.0312152 | Time: 2791.71 ms [2021-08-10 18:21:34 main:574] : INFO : Epoch 1708 | loss: 0.0312113 | val_loss: 0.0312148 | Time: 2825.23 ms [2021-08-10 18:21:37 main:574] : INFO : Epoch 1709 | loss: 0.0312103 | val_loss: 0.0312115 | Time: 2788.41 ms [2021-08-10 18:21:40 main:574] : INFO : Epoch 1710 | loss: 0.0312092 | val_loss: 0.0312121 | Time: 2754.41 ms [2021-08-10 18:21:43 main:574] : INFO : Epoch 1711 | loss: 0.0312092 | val_loss: 0.0312112 | Time: 2765.65 ms [2021-08-10 18:21:45 main:574] : INFO : Epoch 1712 | loss: 0.0312137 | val_loss: 0.0312166 | Time: 2898.16 ms [2021-08-10 18:21:48 main:574] : INFO : Epoch 1713 | loss: 0.0312113 | val_loss: 0.0312115 | Time: 2820.92 ms [2021-08-10 18:21:51 main:574] : INFO : Epoch 1714 | loss: 0.031208 | val_loss: 0.0312107 | Time: 2794.49 ms [2021-08-10 18:21:54 main:574] : INFO : Epoch 1715 | loss: 0.0312083 | val_loss: 0.0312099 | Time: 2808.43 ms [2021-08-10 18:21:57 main:574] : INFO : Epoch 1716 | loss: 0.0312121 | val_loss: 0.0312134 | Time: 2816.17 ms [2021-08-10 18:22:00 main:574] : INFO : Epoch 1717 | loss: 0.0312091 | val_loss: 0.0312118 | Time: 2900.7 ms [2021-08-10 18:22:02 main:574] : INFO : Epoch 1718 | loss: 0.0312084 | val_loss: 0.0312098 | Time: 2740.57 ms [2021-08-10 18:22:05 main:574] : INFO : Epoch 1719 | loss: 0.0312084 | val_loss: 0.0312107 | Time: 2817.68 ms [2021-08-10 18:22:08 main:574] : INFO : Epoch 1720 | loss: 0.0312072 | val_loss: 0.0312108 | Time: 2871.96 ms [2021-08-10 18:22:11 main:574] : INFO : Epoch 1721 | loss: 0.0312088 | val_loss: 0.0312212 | Time: 2856.98 ms [2021-08-10 18:22:14 main:574] : INFO : Epoch 1722 | loss: 0.0312099 | val_loss: 0.0312096 | Time: 2850.53 ms [2021-08-10 18:22:17 main:574] : INFO : Epoch 1723 | loss: 0.0312089 | val_loss: 0.0312137 | Time: 2886.76 ms [2021-08-10 18:22:19 main:574] : INFO : Epoch 1724 | loss: 0.0312088 | val_loss: 0.0312097 | Time: 2764.56 ms [2021-08-10 18:22:22 main:574] : INFO : Epoch 1725 | loss: 0.0312123 | val_loss: 0.0312118 | Time: 2878.3 ms [2021-08-10 18:22:25 main:574] : INFO : Epoch 1726 | loss: 0.0312104 | val_loss: 0.0312136 | Time: 2767.6 ms [2021-08-10 18:22:28 main:574] : INFO : Epoch 1727 | loss: 0.0312086 | val_loss: 0.03121 | Time: 2823 ms [2021-08-10 18:22:31 main:574] : INFO : Epoch 1728 | loss: 0.0312072 | val_loss: 0.0312102 | Time: 2832.98 ms [2021-08-10 18:22:34 main:574] : INFO : Epoch 1729 | loss: 0.0312102 | val_loss: 0.0312099 | Time: 2703.16 ms [2021-08-10 18:22:36 main:574] : INFO : Epoch 1730 | loss: 0.0312085 | val_loss: 0.0312103 | Time: 2841.96 ms [2021-08-10 18:22:40 main:574] : INFO : Epoch 1731 | loss: 0.0312094 | val_loss: 0.0312114 | Time: 2809.8 ms [2021-08-10 18:22:43 main:574] : INFO : Epoch 1732 | loss: 0.0312102 | val_loss: 0.0312101 | Time: 2981.69 ms [2021-08-10 18:22:45 main:574] : INFO : Epoch 1733 | loss: 0.0312085 | val_loss: 0.0312105 | Time: 2855.79 ms [2021-08-10 18:22:48 main:574] : INFO : Epoch 1734 | loss: 0.0312091 | val_loss: 0.0312121 | Time: 2837.16 ms [2021-08-10 18:22:51 main:574] : INFO : Epoch 1735 | loss: 0.0312077 | val_loss: 0.0312098 | Time: 2870.71 ms [2021-08-10 18:22:54 main:574] : INFO : Epoch 1736 | loss: 0.0312084 | val_loss: 0.0312135 | Time: 2840.43 ms [2021-08-10 18:22:57 main:574] : INFO : Epoch 1737 | loss: 0.0312084 | val_loss: 0.0312157 | Time: 2892.42 ms [2021-08-10 18:23:00 main:574] : INFO : Epoch 1738 | loss: 0.0312088 | val_loss: 0.0312108 | Time: 2788.65 ms [2021-08-10 18:23:02 main:574] : INFO : Epoch 1739 | loss: 0.0312083 | val_loss: 0.0312138 | Time: 2822.86 ms [2021-08-10 18:23:05 main:574] : INFO : Epoch 1740 | loss: 0.0312103 | val_loss: 0.031212 | Time: 2854.3 ms [2021-08-10 18:23:08 main:574] : INFO : Epoch 1741 | loss: 0.0312079 | val_loss: 0.0312138 | Time: 2881.52 ms [2021-08-10 18:23:11 main:574] : INFO : Epoch 1742 | loss: 0.0312083 | val_loss: 0.031212 | Time: 2974.29 ms [2021-08-10 18:23:14 main:574] : INFO : Epoch 1743 | loss: 0.0312076 | val_loss: 0.0312092 | Time: 2799.11 ms [2021-08-10 18:23:17 main:574] : INFO : Epoch 1744 | loss: 0.0312085 | val_loss: 0.0312154 | Time: 2847.61 ms [2021-08-10 18:23:20 main:574] : INFO : Epoch 1745 | loss: 0.0312086 | val_loss: 0.0312094 | Time: 2780.28 ms [2021-08-10 18:23:23 main:574] : INFO : Epoch 1746 | loss: 0.0312083 | val_loss: 0.0312159 | Time: 2868.24 ms [2021-08-10 18:23:25 main:574] : INFO : Epoch 1747 | loss: 0.031209 | val_loss: 0.0312108 | Time: 2828.38 ms [2021-08-10 18:23:28 main:574] : INFO : Epoch 1748 | loss: 0.031207 | val_loss: 0.0312093 | Time: 2809.52 ms [2021-08-10 18:23:41 main:574] : INFO : Epoch 1749 | loss: 0.0312077 | val_loss: 0.0312136 | Time: 12923.6 ms [2021-08-10 18:23:44 main:574] : INFO : Epoch 1750 | loss: 0.0312091 | val_loss: 0.0312124 | Time: 2837.06 ms [2021-08-10 18:23:47 main:574] : INFO : Epoch 1751 | loss: 0.0312077 | val_loss: 0.0312094 | Time: 2838.67 ms [2021-08-10 18:23:50 main:574] : INFO : Epoch 1752 | loss: 0.0312075 | val_loss: 0.0312124 | Time: 2721.02 ms [2021-08-10 18:23:53 main:574] : INFO : Epoch 1753 | loss: 0.0312077 | val_loss: 0.0312096 | Time: 2811.75 ms [2021-08-10 18:23:56 main:574] : INFO : Epoch 1754 | loss: 0.0312085 | val_loss: 0.0312133 | Time: 2836.59 ms [2021-08-10 18:23:58 main:574] : INFO : Epoch 1755 | loss: 0.0312094 | val_loss: 0.0312096 | Time: 2797.7 ms [2021-08-10 18:24:01 main:574] : INFO : Epoch 1756 | loss: 0.0312078 | val_loss: 0.0312104 | Time: 2725.67 ms [2021-08-10 18:24:04 main:574] : INFO : Epoch 1757 | loss: 0.0312085 | val_loss: 0.0312168 | Time: 2915.4 ms [2021-08-10 18:24:07 main:574] : INFO : Epoch 1758 | loss: 0.0312097 | val_loss: 0.0312152 | Time: 2822.17 ms [2021-08-10 18:24:10 main:574] : INFO : Epoch 1759 | loss: 0.031212 | val_loss: 0.0312096 | Time: 2778.61 ms [2021-08-10 18:24:13 main:574] : INFO : Epoch 1760 | loss: 0.0312117 | val_loss: 0.031215 | Time: 2810.79 ms [2021-08-10 18:24:15 main:574] : INFO : Epoch 1761 | loss: 0.0312113 | val_loss: 0.0312107 | Time: 2778.33 ms [2021-08-10 18:24:18 main:574] : INFO : Epoch 1762 | loss: 0.0312088 | val_loss: 0.0312142 | Time: 2854.42 ms [2021-08-10 18:24:21 main:574] : INFO : Epoch 1763 | loss: 0.0312094 | val_loss: 0.0312098 | Time: 2885.77 ms [2021-08-10 18:24:24 main:574] : INFO : Epoch 1764 | loss: 0.0312105 | val_loss: 0.0312193 | Time: 2771.32 ms [2021-08-10 18:24:27 main:574] : INFO : Epoch 1765 | loss: 0.0312133 | val_loss: 0.0312125 | Time: 2772.81 ms [2021-08-10 18:24:30 main:574] : INFO : Epoch 1766 | loss: 0.0312083 | val_loss: 0.0312106 | Time: 2861.74 ms [2021-08-10 18:24:32 main:574] : INFO : Epoch 1767 | loss: 0.0312094 | val_loss: 0.0312106 | Time: 2745.5 ms [2021-08-10 18:24:35 main:574] : INFO : Epoch 1768 | loss: 0.0312085 | val_loss: 0.0312114 | Time: 2916.65 ms [2021-08-10 18:24:38 main:574] : INFO : Epoch 1769 | loss: 0.0312074 | val_loss: 0.0312097 | Time: 2813.94 ms [2021-08-10 18:24:41 main:574] : INFO : Epoch 1770 | loss: 0.0312075 | val_loss: 0.0312117 | Time: 2992.75 ms [2021-08-10 18:24:44 main:574] : INFO : Epoch 1771 | loss: 0.0312092 | val_loss: 0.0312097 | Time: 2965.22 ms [2021-08-10 18:24:47 main:574] : INFO : Epoch 1772 | loss: 0.0312136 | val_loss: 0.0312111 | Time: 2792.79 ms [2021-08-10 18:24:50 main:574] : INFO : Epoch 1773 | loss: 0.0312115 | val_loss: 0.031214 | Time: 2883.54 ms [2021-08-10 18:24:53 main:574] : INFO : Epoch 1774 | loss: 0.031208 | val_loss: 0.0312102 | Time: 2813.64 ms [2021-08-10 18:24:56 main:574] : INFO : Epoch 1775 | loss: 0.0312092 | val_loss: 0.0312116 | Time: 2862.61 ms [2021-08-10 18:24:59 main:574] : INFO : Epoch 1776 | loss: 0.0312095 | val_loss: 0.0312095 | Time: 2894.01 ms [2021-08-10 18:25:02 main:574] : INFO : Epoch 1777 | loss: 0.0312081 | val_loss: 0.0312094 | Time: 2893.55 ms [2021-08-10 18:25:05 main:574] : INFO : Epoch 1778 | loss: 0.0312084 | val_loss: 0.0312098 | Time: 2897.57 ms [2021-08-10 18:25:07 main:574] : INFO : Epoch 1779 | loss: 0.031208 | val_loss: 0.0312105 | Time: 2863.38 ms [2021-08-10 18:25:10 main:574] : INFO : Epoch 1780 | loss: 0.0312087 | val_loss: 0.0312157 | Time: 2840.78 ms [2021-08-10 18:25:13 main:574] : INFO : Epoch 1781 | loss: 0.0312088 | val_loss: 0.0312128 | Time: 2975.87 ms [2021-08-10 18:25:16 main:574] : INFO : Epoch 1782 | loss: 0.031208 | val_loss: 0.0312131 | Time: 2954.99 ms [2021-08-10 18:25:19 main:574] : INFO : Epoch 1783 | loss: 0.0312083 | val_loss: 0.0312129 | Time: 2987.39 ms [2021-08-10 18:25:22 main:574] : INFO : Epoch 1784 | loss: 0.0312074 | val_loss: 0.0312114 | Time: 2907.88 ms [2021-08-10 18:25:25 main:574] : INFO : Epoch 1785 | loss: 0.0312071 | val_loss: 0.0312092 | Time: 2788.07 ms [2021-08-10 18:25:28 main:574] : INFO : Epoch 1786 | loss: 0.0312105 | val_loss: 0.0312175 | Time: 2689.29 ms [2021-08-10 18:25:31 main:574] : INFO : Epoch 1787 | loss: 0.0312156 | val_loss: 0.0312097 | Time: 2837.73 ms [2021-08-10 18:25:34 main:574] : INFO : Epoch 1788 | loss: 0.0312095 | val_loss: 0.0312106 | Time: 2907.88 ms [2021-08-10 18:25:37 main:574] : INFO : Epoch 1789 | loss: 0.0312087 | val_loss: 0.0312115 | Time: 2677.42 ms [2021-08-10 18:25:39 main:574] : INFO : Epoch 1790 | loss: 0.0312068 | val_loss: 0.0312106 | Time: 2769.56 ms [2021-08-10 18:25:42 main:574] : INFO : Epoch 1791 | loss: 0.0312079 | val_loss: 0.0312123 | Time: 2830.15 ms [2021-08-10 18:25:45 main:574] : INFO : Epoch 1792 | loss: 0.0312099 | val_loss: 0.0312111 | Time: 2811.68 ms [2021-08-10 18:25:48 main:574] : INFO : Epoch 1793 | loss: 0.0312096 | val_loss: 0.0312099 | Time: 2833.08 ms [2021-08-10 18:25:51 main:574] : INFO : Epoch 1794 | loss: 0.0312105 | val_loss: 0.0312137 | Time: 2865.12 ms [2021-08-10 18:25:54 main:574] : INFO : Epoch 1795 | loss: 0.0312118 | val_loss: 0.0312113 | Time: 2803.93 ms [2021-08-10 18:25:57 main:574] : INFO : Epoch 1796 | loss: 0.0312101 | val_loss: 0.0312115 | Time: 2846.46 ms [2021-08-10 18:26:00 main:574] : INFO : Epoch 1797 | loss: 0.0312083 | val_loss: 0.0312096 | Time: 2791.64 ms [2021-08-10 18:26:03 main:574] : INFO : Epoch 1798 | loss: 0.0312077 | val_loss: 0.0312093 | Time: 2893.33 ms [2021-08-10 18:26:06 main:574] : INFO : Epoch 1799 | loss: 0.0312068 | val_loss: 0.0312134 | Time: 2738.17 ms [2021-08-10 18:26:09 main:574] : INFO : Epoch 1800 | loss: 0.031209 | val_loss: 0.0312102 | Time: 2838.57 ms [2021-08-10 18:26:12 main:574] : INFO : Epoch 1801 | loss: 0.0312082 | val_loss: 0.0312097 | Time: 3075.52 ms [2021-08-10 18:26:15 main:574] : INFO : Epoch 1802 | loss: 0.0312081 | val_loss: 0.0312117 | Time: 2845.91 ms [2021-08-10 18:26:18 main:574] : INFO : Epoch 1803 | loss: 0.0312067 | val_loss: 0.031211 | Time: 2707.16 ms [2021-08-10 18:26:21 main:574] : INFO : Epoch 1804 | loss: 0.0312096 | val_loss: 0.0312147 | Time: 2855.12 ms [2021-08-10 18:26:24 main:574] : INFO : Epoch 1805 | loss: 0.0312142 | val_loss: 0.0312264 | Time: 2779.89 ms [2021-08-10 18:26:26 main:574] : INFO : Epoch 1806 | loss: 0.0312116 | val_loss: 0.0312105 | Time: 2871.68 ms [2021-08-10 18:26:29 main:574] : INFO : Epoch 1807 | loss: 0.0312078 | val_loss: 0.0312099 | Time: 2899.96 ms [2021-08-10 18:26:32 main:574] : INFO : Epoch 1808 | loss: 0.031208 | val_loss: 0.0312107 | Time: 2778.75 ms [2021-08-10 18:26:35 main:574] : INFO : Epoch 1809 | loss: 0.0312094 | val_loss: 0.0312098 | Time: 2736.62 ms [2021-08-10 18:26:38 main:574] : INFO : Epoch 1810 | loss: 0.0312154 | val_loss: 0.0312288 | Time: 2802.54 ms [2021-08-10 18:26:41 main:574] : INFO : Epoch 1811 | loss: 0.0312149 | val_loss: 0.0312167 | Time: 2764.87 ms [2021-08-10 18:26:43 main:574] : INFO : Epoch 1812 | loss: 0.031216 | val_loss: 0.0312201 | Time: 2802.07 ms [2021-08-10 18:26:46 main:574] : INFO : Epoch 1813 | loss: 0.031211 | val_loss: 0.0312125 | Time: 2838.19 ms [2021-08-10 18:26:49 main:574] : INFO : Epoch 1814 | loss: 0.0312104 | val_loss: 0.0312099 | Time: 2989.33 ms [2021-08-10 18:26:52 main:574] : INFO : Epoch 1815 | loss: 0.0312081 | val_loss: 0.0312102 | Time: 2770.6 ms [2021-08-10 18:26:55 main:574] : INFO : Epoch 1816 | loss: 0.0312084 | val_loss: 0.0312107 | Time: 2877.21 ms [2021-08-10 18:26:58 main:574] : INFO : Epoch 1817 | loss: 0.0312084 | val_loss: 0.031213 | Time: 2722.43 ms [2021-08-10 18:27:01 main:574] : INFO : Epoch 1818 | loss: 0.0312097 | val_loss: 0.0312107 | Time: 2855.27 ms [2021-08-10 18:27:04 main:574] : INFO : Epoch 1819 | loss: 0.0312069 | val_loss: 0.0312101 | Time: 2778.73 ms [2021-08-10 18:27:07 main:574] : INFO : Epoch 1820 | loss: 0.0312074 | val_loss: 0.0312176 | Time: 2828.9 ms [2021-08-10 18:27:10 main:574] : INFO : Epoch 1821 | loss: 0.0312085 | val_loss: 0.0312125 | Time: 2856.52 ms [2021-08-10 18:27:13 main:574] : INFO : Epoch 1822 | loss: 0.0312077 | val_loss: 0.0312115 | Time: 2898.54 ms [2021-08-10 18:27:16 main:574] : INFO : Epoch 1823 | loss: 0.0312102 | val_loss: 0.0312138 | Time: 2795.66 ms [2021-08-10 18:27:19 main:574] : INFO : Epoch 1824 | loss: 0.0312076 | val_loss: 0.0312144 | Time: 2863.37 ms [2021-08-10 18:27:22 main:574] : INFO : Epoch 1825 | loss: 0.0312085 | val_loss: 0.0312117 | Time: 2826.88 ms [2021-08-10 18:27:25 main:574] : INFO : Epoch 1826 | loss: 0.0312107 | val_loss: 0.0312107 | Time: 2916.68 ms [2021-08-10 18:27:28 main:574] : INFO : Epoch 1827 | loss: 0.0312077 | val_loss: 0.0312094 | Time: 2880.98 ms [2021-08-10 18:27:31 main:574] : INFO : Epoch 1828 | loss: 0.031207 | val_loss: 0.0312111 | Time: 2897.88 ms [2021-08-10 18:27:34 main:574] : INFO : Epoch 1829 | loss: 0.0312089 | val_loss: 0.0312093 | Time: 2882.57 ms [2021-08-10 18:27:37 main:574] : INFO : Epoch 1830 | loss: 0.0312079 | val_loss: 0.031209 | Time: 2842.23 ms [2021-08-10 18:27:40 main:574] : INFO : Epoch 1831 | loss: 0.031208 | val_loss: 0.031217 | Time: 2847.73 ms [2021-08-10 18:27:43 main:574] : INFO : Epoch 1832 | loss: 0.0312074 | val_loss: 0.031212 | Time: 2933.99 ms [2021-08-10 18:27:46 main:574] : INFO : Epoch 1833 | loss: 0.0312067 | val_loss: 0.0312098 | Time: 2955.88 ms [2021-08-10 18:27:49 main:574] : INFO : Epoch 1834 | loss: 0.0312084 | val_loss: 0.0312117 | Time: 2799.01 ms [2021-08-10 18:27:52 main:574] : INFO : Epoch 1835 | loss: 0.0312077 | val_loss: 0.0312102 | Time: 2779.72 ms [2021-08-10 18:27:55 main:574] : INFO : Epoch 1836 | loss: 0.0312087 | val_loss: 0.0312124 | Time: 2837.37 ms [2021-08-10 18:27:57 main:574] : INFO : Epoch 1837 | loss: 0.0312091 | val_loss: 0.0312254 | Time: 2728.73 ms [2021-08-10 18:28:00 main:574] : INFO : Epoch 1838 | loss: 0.0312117 | val_loss: 0.0312107 | Time: 2889.84 ms [2021-08-10 18:28:03 main:574] : INFO : Epoch 1839 | loss: 0.0312087 | val_loss: 0.0312101 | Time: 2835.26 ms [2021-08-10 18:28:06 main:574] : INFO : Epoch 1840 | loss: 0.0312075 | val_loss: 0.0312097 | Time: 2883.96 ms [2021-08-10 18:28:09 main:574] : INFO : Epoch 1841 | loss: 0.0312085 | val_loss: 0.0312093 | Time: 2845.03 ms [2021-08-10 18:28:12 main:574] : INFO : Epoch 1842 | loss: 0.0312079 | val_loss: 0.0312091 | Time: 2814.6 ms [2021-08-10 18:28:15 main:574] : INFO : Epoch 1843 | loss: 0.0312071 | val_loss: 0.0312103 | Time: 2791.74 ms [2021-08-10 18:28:19 main:574] : INFO : Epoch 1844 | loss: 0.031207 | val_loss: 0.0312093 | Time: 3023.14 ms [2021-08-10 18:28:22 main:574] : INFO : Epoch 1845 | loss: 0.0312066 | val_loss: 0.0312096 | Time: 2707.52 ms [2021-08-10 18:28:25 main:574] : INFO : Epoch 1846 | loss: 0.0312069 | val_loss: 0.0312089 | Time: 2866 ms [2021-08-10 18:28:28 main:574] : INFO : Epoch 1847 | loss: 0.0312081 | val_loss: 0.0312126 | Time: 2975.88 ms [2021-08-10 18:28:31 main:574] : INFO : Epoch 1848 | loss: 0.031209 | val_loss: 0.0312102 | Time: 3005.88 ms [2021-08-10 18:28:34 main:574] : INFO : Epoch 1849 | loss: 0.0312072 | val_loss: 0.0312108 | Time: 2802.58 ms [2021-08-10 18:28:37 main:574] : INFO : Epoch 1850 | loss: 0.0312089 | val_loss: 0.0312115 | Time: 2703.71 ms [2021-08-10 18:28:39 main:574] : INFO : Epoch 1851 | loss: 0.0312116 | val_loss: 0.0312227 | Time: 2690.55 ms [2021-08-10 18:28:42 main:574] : INFO : Epoch 1852 | loss: 0.0312111 | val_loss: 0.0312137 | Time: 2804.24 ms [2021-08-10 18:28:45 main:574] : INFO : Epoch 1853 | loss: 0.0312088 | val_loss: 0.0312116 | Time: 2886.33 ms [2021-08-10 18:28:48 main:574] : INFO : Epoch 1854 | loss: 0.0312077 | val_loss: 0.031213 | Time: 2801.95 ms [2021-08-10 18:28:51 main:574] : INFO : Epoch 1855 | loss: 0.0312107 | val_loss: 0.03121 | Time: 2842.29 ms [2021-08-10 18:28:54 main:574] : INFO : Epoch 1856 | loss: 0.0312095 | val_loss: 0.0312149 | Time: 2943.59 ms [2021-08-10 18:28:57 main:574] : INFO : Epoch 1857 | loss: 0.0312089 | val_loss: 0.0312124 | Time: 2866.73 ms [2021-08-10 18:29:00 main:574] : INFO : Epoch 1858 | loss: 0.0312077 | val_loss: 0.0312139 | Time: 2797.3 ms [2021-08-10 18:29:03 main:574] : INFO : Epoch 1859 | loss: 0.0312073 | val_loss: 0.0312099 | Time: 2745.85 ms [2021-08-10 18:29:06 main:574] : INFO : Epoch 1860 | loss: 0.0312074 | val_loss: 0.0312118 | Time: 2783.6 ms [2021-08-10 18:29:09 main:574] : INFO : Epoch 1861 | loss: 0.0312082 | val_loss: 0.0312105 | Time: 2943.51 ms [2021-08-10 18:29:12 main:574] : INFO : Epoch 1862 | loss: 0.0312066 | val_loss: 0.0312097 | Time: 2786.73 ms [2021-08-10 18:29:15 main:574] : INFO : Epoch 1863 | loss: 0.0312068 | val_loss: 0.0312106 | Time: 2842.88 ms [2021-08-10 18:29:17 main:574] : INFO : Epoch 1864 | loss: 0.0312079 | val_loss: 0.0312097 | Time: 2736.7 ms [2021-08-10 18:29:20 main:574] : INFO : Epoch 1865 | loss: 0.0312082 | val_loss: 0.0312095 | Time: 2905.14 ms [2021-08-10 18:29:23 main:574] : INFO : Epoch 1866 | loss: 0.0312072 | val_loss: 0.0312089 | Time: 2790.23 ms [2021-08-10 18:29:27 main:574] : INFO : Epoch 1867 | loss: 0.031209 | val_loss: 0.031209 | Time: 2872.1 ms [2021-08-10 18:29:30 main:574] : INFO : Epoch 1868 | loss: 0.0312102 | val_loss: 0.0312133 | Time: 2821.25 ms [2021-08-10 18:29:33 main:574] : INFO : Epoch 1869 | loss: 0.0312068 | val_loss: 0.0312091 | Time: 2877.32 ms [2021-08-10 18:29:36 main:574] : INFO : Epoch 1870 | loss: 0.0312073 | val_loss: 0.0312102 | Time: 2833.19 ms [2021-08-10 18:29:39 main:574] : INFO : Epoch 1871 | loss: 0.0312074 | val_loss: 0.0312107 | Time: 2948.49 ms [2021-08-10 18:29:42 main:574] : INFO : Epoch 1872 | loss: 0.0312072 | val_loss: 0.0312112 | Time: 3011.65 ms [2021-08-10 18:29:45 main:574] : INFO : Epoch 1873 | loss: 0.0312072 | val_loss: 0.0312093 | Time: 2827.61 ms [2021-08-10 18:29:48 main:574] : INFO : Epoch 1874 | loss: 0.0312081 | val_loss: 0.0312138 | Time: 2848.35 ms [2021-08-10 18:29:51 main:574] : INFO : Epoch 1875 | loss: 0.0312096 | val_loss: 0.0312097 | Time: 2874.79 ms [2021-08-10 18:29:54 main:574] : INFO : Epoch 1876 | loss: 0.0312078 | val_loss: 0.0312092 | Time: 2811.89 ms [2021-08-10 18:29:57 main:574] : INFO : Epoch 1877 | loss: 0.0312081 | val_loss: 0.0312097 | Time: 2848.9 ms [2021-08-10 18:30:00 main:574] : INFO : Epoch 1878 | loss: 0.0312068 | val_loss: 0.0312088 | Time: 2839.65 ms [2021-08-10 18:30:03 main:574] : INFO : Epoch 1879 | loss: 0.0312091 | val_loss: 0.0312155 | Time: 2796.44 ms [2021-08-10 18:30:06 main:574] : INFO : Epoch 1880 | loss: 0.0312123 | val_loss: 0.0312109 | Time: 2741.08 ms [2021-08-10 18:30:09 main:574] : INFO : Epoch 1881 | loss: 0.0312124 | val_loss: 0.0312146 | Time: 2814.72 ms [2021-08-10 18:30:12 main:574] : INFO : Epoch 1882 | loss: 0.0312075 | val_loss: 0.0312115 | Time: 2835.54 ms [2021-08-10 18:30:15 main:574] : INFO : Epoch 1883 | loss: 0.0312082 | val_loss: 0.0312096 | Time: 2918.15 ms [2021-08-10 18:30:18 main:574] : INFO : Epoch 1884 | loss: 0.0312102 | val_loss: 0.0312104 | Time: 2861.77 ms [2021-08-10 18:30:21 main:574] : INFO : Epoch 1885 | loss: 0.0312103 | val_loss: 0.031215 | Time: 2975.3 ms [2021-08-10 18:30:24 main:574] : INFO : Epoch 1886 | loss: 0.0312079 | val_loss: 0.0312089 | Time: 2874.55 ms [2021-08-10 18:30:26 main:574] : INFO : Epoch 1887 | loss: 0.0312067 | val_loss: 0.0312092 | Time: 2719.03 ms [2021-08-10 18:30:29 main:574] : INFO : Epoch 1888 | loss: 0.0312067 | val_loss: 0.0312089 | Time: 2724.45 ms [2021-08-10 18:30:32 main:574] : INFO : Epoch 1889 | loss: 0.0312073 | val_loss: 0.031209 | Time: 2814.37 ms [2021-08-10 18:30:36 main:574] : INFO : Epoch 1890 | loss: 0.0312077 | val_loss: 0.0312092 | Time: 2895.6 ms [2021-08-10 18:30:38 main:574] : INFO : Epoch 1891 | loss: 0.0312073 | val_loss: 0.0312094 | Time: 2883.33 ms [2021-08-10 18:30:41 main:574] : INFO : Epoch 1892 | loss: 0.0312076 | val_loss: 0.0312115 | Time: 2856.56 ms [2021-08-10 18:30:44 main:574] : INFO : Epoch 1893 | loss: 0.0312071 | val_loss: 0.0312091 | Time: 2820.13 ms [2021-08-10 18:30:47 main:574] : INFO : Epoch 1894 | loss: 0.0312124 | val_loss: 0.0312126 | Time: 2804.73 ms [2021-08-10 18:30:50 main:574] : INFO : Epoch 1895 | loss: 0.0312125 | val_loss: 0.0312109 | Time: 2702.52 ms [2021-08-10 18:30:53 main:574] : INFO : Epoch 1896 | loss: 0.0312072 | val_loss: 0.0312091 | Time: 2876.13 ms [2021-08-10 18:30:56 main:574] : INFO : Epoch 1897 | loss: 0.031206 | val_loss: 0.03121 | Time: 2843.69 ms [2021-08-10 18:30:58 main:574] : INFO : Epoch 1898 | loss: 0.031207 | val_loss: 0.0312091 | Time: 2809.9 ms [2021-08-10 18:31:01 main:574] : INFO : Epoch 1899 | loss: 0.0312067 | val_loss: 0.0312094 | Time: 2779.29 ms [2021-08-10 18:31:04 main:574] : INFO : Epoch 1900 | loss: 0.0312061 | val_loss: 0.0312153 | Time: 2905.35 ms [2021-08-10 18:31:08 main:574] : INFO : Epoch 1901 | loss: 0.0312087 | val_loss: 0.0312091 | Time: 2830.11 ms [2021-08-10 18:31:11 main:574] : INFO : Epoch 1902 | loss: 0.0312083 | val_loss: 0.0312165 | Time: 2793.53 ms [2021-08-10 18:31:13 main:574] : INFO : Epoch 1903 | loss: 0.0312076 | val_loss: 0.0312092 | Time: 2720.38 ms [2021-08-10 18:31:16 main:574] : INFO : Epoch 1904 | loss: 0.0312074 | val_loss: 0.0312097 | Time: 2808.72 ms [2021-08-10 18:31:19 main:574] : INFO : Epoch 1905 | loss: 0.0312071 | val_loss: 0.0312154 | Time: 2746.22 ms [2021-08-10 18:31:22 main:574] : INFO : Epoch 1906 | loss: 0.0312083 | val_loss: 0.0312179 | Time: 2786.7 ms [2021-08-10 18:31:25 main:574] : INFO : Epoch 1907 | loss: 0.031209 | val_loss: 0.0312128 | Time: 2757.57 ms [2021-08-10 18:31:28 main:574] : INFO : Epoch 1908 | loss: 0.0312068 | val_loss: 0.0312105 | Time: 2788.8 ms [2021-08-10 18:31:31 main:574] : INFO : Epoch 1909 | loss: 0.0312081 | val_loss: 0.0312174 | Time: 2760.03 ms [2021-08-10 18:31:34 main:574] : INFO : Epoch 1910 | loss: 0.0312107 | val_loss: 0.0312095 | Time: 2792.07 ms [2021-08-10 18:31:37 main:574] : INFO : Epoch 1911 | loss: 0.0312072 | val_loss: 0.0312091 | Time: 2856.68 ms [2021-08-10 18:31:39 main:574] : INFO : Epoch 1912 | loss: 0.0312077 | val_loss: 0.0312088 | Time: 2804.4 ms [2021-08-10 18:31:43 main:574] : INFO : Epoch 1913 | loss: 0.031207 | val_loss: 0.031209 | Time: 2764.38 ms [2021-08-10 18:31:46 main:574] : INFO : Epoch 1914 | loss: 0.0312079 | val_loss: 0.0312122 | Time: 2882.02 ms [2021-08-10 18:31:48 main:574] : INFO : Epoch 1915 | loss: 0.0312078 | val_loss: 0.0312104 | Time: 2827.74 ms [2021-08-10 18:31:51 main:574] : INFO : Epoch 1916 | loss: 0.0312123 | val_loss: 0.0312122 | Time: 2772.56 ms [2021-08-10 18:31:54 main:574] : INFO : Epoch 1917 | loss: 0.0312093 | val_loss: 0.03121 | Time: 2787.66 ms [2021-08-10 18:31:57 main:574] : INFO : Epoch 1918 | loss: 0.0312108 | val_loss: 0.0312146 | Time: 2896.99 ms [2021-08-10 18:32:01 main:574] : INFO : Epoch 1919 | loss: 0.0312127 | val_loss: 0.0312112 | Time: 2974.2 ms [2021-08-10 18:32:03 main:574] : INFO : Epoch 1920 | loss: 0.0312083 | val_loss: 0.031209 | Time: 2827.56 ms [2021-08-10 18:32:06 main:574] : INFO : Epoch 1921 | loss: 0.0312088 | val_loss: 0.0312107 | Time: 2847.77 ms [2021-08-10 18:32:09 main:574] : INFO : Epoch 1922 | loss: 0.0312134 | val_loss: 0.0312135 | Time: 2871.46 ms [2021-08-10 18:32:12 main:574] : INFO : Epoch 1923 | loss: 0.0312093 | val_loss: 0.031211 | Time: 2859.58 ms [2021-08-10 18:32:15 main:574] : INFO : Epoch 1924 | loss: 0.031207 | val_loss: 0.0312093 | Time: 2781.77 ms [2021-08-10 18:32:18 main:574] : INFO : Epoch 1925 | loss: 0.0312073 | val_loss: 0.0312092 | Time: 2764.06 ms [2021-08-10 18:32:21 main:574] : INFO : Epoch 1926 | loss: 0.0312078 | val_loss: 0.0312088 | Time: 2879.24 ms [2021-08-10 18:32:24 main:574] : INFO : Epoch 1927 | loss: 0.0312068 | val_loss: 0.0312092 | Time: 2714.7 ms [2021-08-10 18:32:27 main:574] : INFO : Epoch 1928 | loss: 0.0312067 | val_loss: 0.0312124 | Time: 2838.22 ms [2021-08-10 18:32:30 main:574] : INFO : Epoch 1929 | loss: 0.0312077 | val_loss: 0.0312096 | Time: 2790.34 ms [2021-08-10 18:32:33 main:574] : INFO : Epoch 1930 | loss: 0.0312066 | val_loss: 0.0312107 | Time: 2835.66 ms [2021-08-10 18:32:36 main:574] : INFO : Epoch 1931 | loss: 0.0312073 | val_loss: 0.0312149 | Time: 2813.19 ms [2021-08-10 18:32:39 main:574] : INFO : Epoch 1932 | loss: 0.0312086 | val_loss: 0.0312096 | Time: 2834.59 ms [2021-08-10 18:32:41 main:574] : INFO : Epoch 1933 | loss: 0.0312069 | val_loss: 0.0312117 | Time: 2705.29 ms [2021-08-10 18:32:44 main:574] : INFO : Epoch 1934 | loss: 0.0312082 | val_loss: 0.0312095 | Time: 2813.94 ms [2021-08-10 18:32:57 main:574] : INFO : Epoch 1935 | loss: 0.0312061 | val_loss: 0.0312094 | Time: 13075.6 ms [2021-08-10 18:33:01 main:574] : INFO : Epoch 1936 | loss: 0.0312072 | val_loss: 0.0312116 | Time: 2840.78 ms [2021-08-10 18:33:04 main:574] : INFO : Epoch 1937 | loss: 0.031207 | val_loss: 0.0312087 | Time: 2784.2 ms [2021-08-10 18:33:07 main:574] : INFO : Epoch 1938 | loss: 0.0312077 | val_loss: 0.0312105 | Time: 2781.69 ms [2021-08-10 18:33:10 main:574] : INFO : Epoch 1939 | loss: 0.031216 | val_loss: 0.0312149 | Time: 2801.41 ms [2021-08-10 18:33:13 main:574] : INFO : Epoch 1940 | loss: 0.0312085 | val_loss: 0.0312123 | Time: 2868.7 ms [2021-08-10 18:33:16 main:574] : INFO : Epoch 1941 | loss: 0.0312072 | val_loss: 0.0312087 | Time: 3050.52 ms [2021-08-10 18:33:19 main:574] : INFO : Epoch 1942 | loss: 0.0312069 | val_loss: 0.0312135 | Time: 2887.96 ms [2021-08-10 18:33:22 main:574] : INFO : Epoch 1943 | loss: 0.0312099 | val_loss: 0.0312114 | Time: 2931.07 ms [2021-08-10 18:33:25 main:574] : INFO : Epoch 1944 | loss: 0.0312087 | val_loss: 0.0312103 | Time: 2873.24 ms [2021-08-10 18:33:38 main:574] : INFO : Epoch 1945 | loss: 0.0312095 | val_loss: 0.0312095 | Time: 13002.8 ms [2021-08-10 18:33:41 main:574] : INFO : Epoch 1946 | loss: 0.0312102 | val_loss: 0.031209 | Time: 2897.72 ms [2021-08-10 18:33:44 main:574] : INFO : Epoch 1947 | loss: 0.0312093 | val_loss: 0.031211 | Time: 2772.41 ms [2021-08-10 18:33:47 main:574] : INFO : Epoch 1948 | loss: 0.031207 | val_loss: 0.0312088 | Time: 2956.28 ms [2021-08-10 18:33:50 main:574] : INFO : Epoch 1949 | loss: 0.0312061 | val_loss: 0.0312093 | Time: 2881.4 ms [2021-08-10 18:33:53 main:574] : INFO : Epoch 1950 | loss: 0.0312066 | val_loss: 0.031211 | Time: 2734.55 ms [2021-08-10 18:33:56 main:574] : INFO : Epoch 1951 | loss: 0.0312069 | val_loss: 0.03121 | Time: 2825.97 ms [2021-08-10 18:33:59 main:574] : INFO : Epoch 1952 | loss: 0.031207 | val_loss: 0.0312112 | Time: 2830.82 ms [2021-08-10 18:34:02 main:574] : INFO : Epoch 1953 | loss: 0.0312064 | val_loss: 0.0312117 | Time: 2800.7 ms [2021-08-10 18:34:05 main:574] : INFO : Epoch 1954 | loss: 0.0312078 | val_loss: 0.0312086 | Time: 2770.51 ms [2021-08-10 18:34:08 main:574] : INFO : Epoch 1955 | loss: 0.0312065 | val_loss: 0.0312099 | Time: 2788.81 ms [2021-08-10 18:34:11 main:574] : INFO : Epoch 1956 | loss: 0.0312092 | val_loss: 0.0312107 | Time: 2819.76 ms [2021-08-10 18:34:14 main:574] : INFO : Epoch 1957 | loss: 0.0312088 | val_loss: 0.0312088 | Time: 2798.86 ms [2021-08-10 18:34:17 main:574] : INFO : Epoch 1958 | loss: 0.0312064 | val_loss: 0.0312119 | Time: 2800.39 ms [2021-08-10 18:34:20 main:574] : INFO : Epoch 1959 | loss: 0.031208 | val_loss: 0.0312104 | Time: 2826.38 ms [2021-08-10 18:34:23 main:574] : INFO : Epoch 1960 | loss: 0.0312063 | val_loss: 0.031209 | Time: 2899.39 ms [2021-08-10 18:34:26 main:574] : INFO : Epoch 1961 | loss: 0.0312064 | val_loss: 0.0312091 | Time: 2744.45 ms [2021-08-10 18:34:29 main:574] : INFO : Epoch 1962 | loss: 0.0312072 | val_loss: 0.0312094 | Time: 2818.16 ms [2021-08-10 18:34:32 main:574] : INFO : Epoch 1963 | loss: 0.0312066 | val_loss: 0.0312116 | Time: 2786.25 ms [2021-08-10 18:34:35 main:574] : INFO : Epoch 1964 | loss: 0.0312094 | val_loss: 0.0312181 | Time: 2957.61 ms [2021-08-10 18:34:38 main:574] : INFO : Epoch 1965 | loss: 0.0312105 | val_loss: 0.0312089 | Time: 2893.22 ms [2021-08-10 18:34:41 main:574] : INFO : Epoch 1966 | loss: 0.0312094 | val_loss: 0.0312092 | Time: 2862.08 ms [2021-08-10 18:34:44 main:574] : INFO : Epoch 1967 | loss: 0.0312089 | val_loss: 0.031212 | Time: 2841.29 ms [2021-08-10 18:34:47 main:574] : INFO : Epoch 1968 | loss: 0.0312072 | val_loss: 0.0312088 | Time: 2811.66 ms [2021-08-10 18:34:50 main:574] : INFO : Epoch 1969 | loss: 0.0312067 | val_loss: 0.0312085 | Time: 2865.84 ms [2021-08-10 18:34:53 main:574] : INFO : Epoch 1970 | loss: 0.0312092 | val_loss: 0.0312155 | Time: 2854.84 ms [2021-08-10 18:34:56 main:574] : INFO : Epoch 1971 | loss: 0.0312089 | val_loss: 0.0312097 | Time: 2849.62 ms [2021-08-10 18:34:59 main:574] : INFO : Epoch 1972 | loss: 0.0312071 | val_loss: 0.0312149 | Time: 2854.19 ms [2021-08-10 18:35:02 main:574] : INFO : Epoch 1973 | loss: 0.0312081 | val_loss: 0.0312146 | Time: 2773.67 ms [2021-08-10 18:35:05 main:574] : INFO : Epoch 1974 | loss: 0.031211 | val_loss: 0.0312239 | Time: 2887.33 ms [2021-08-10 18:35:08 main:574] : INFO : Epoch 1975 | loss: 0.0312119 | val_loss: 0.0312091 | Time: 2822.17 ms [2021-08-10 18:35:11 main:574] : INFO : Epoch 1976 | loss: 0.031207 | val_loss: 0.0312088 | Time: 2937.58 ms [2021-08-10 18:35:14 main:574] : INFO : Epoch 1977 | loss: 0.0312061 | val_loss: 0.031209 | Time: 2850.69 ms [2021-08-10 18:35:17 main:574] : INFO : Epoch 1978 | loss: 0.031207 | val_loss: 0.0312136 | Time: 2892.22 ms [2021-08-10 18:35:20 main:574] : INFO : Epoch 1979 | loss: 0.0312066 | val_loss: 0.031215 | Time: 2654.57 ms [2021-08-10 18:35:23 main:574] : INFO : Epoch 1980 | loss: 0.0312108 | val_loss: 0.0312105 | Time: 2778.01 ms [2021-08-10 18:35:26 main:574] : INFO : Epoch 1981 | loss: 0.031209 | val_loss: 0.0312109 | Time: 2910.34 ms [2021-08-10 18:35:29 main:574] : INFO : Epoch 1982 | loss: 0.031208 | val_loss: 0.0312097 | Time: 2762.7 ms [2021-08-10 18:35:32 main:574] : INFO : Epoch 1983 | loss: 0.0312077 | val_loss: 0.0312097 | Time: 2844.5 ms [2021-08-10 18:35:35 main:574] : INFO : Epoch 1984 | loss: 0.0312088 | val_loss: 0.0312173 | Time: 2851.26 ms [2021-08-10 18:35:38 main:574] : INFO : Epoch 1985 | loss: 0.0312142 | val_loss: 0.03121 | Time: 2846.17 ms [2021-08-10 18:35:41 main:574] : INFO : Epoch 1986 | loss: 0.0312104 | val_loss: 0.0312095 | Time: 2912.68 ms [2021-08-10 18:35:44 main:574] : INFO : Epoch 1987 | loss: 0.0312076 | val_loss: 0.0312148 | Time: 2871 ms [2021-08-10 18:35:47 main:574] : INFO : Epoch 1988 | loss: 0.0312093 | val_loss: 0.031209 | Time: 2834.77 ms [2021-08-10 18:35:50 main:574] : INFO : Epoch 1989 | loss: 0.0312061 | val_loss: 0.03121 | Time: 2778.22 ms [2021-08-10 18:35:53 main:574] : INFO : Epoch 1990 | loss: 0.0312066 | val_loss: 0.0312091 | Time: 2851.71 ms [2021-08-10 18:35:56 main:574] : INFO : Epoch 1991 | loss: 0.0312064 | val_loss: 0.031209 | Time: 2919.75 ms [2021-08-10 18:35:59 main:574] : INFO : Epoch 1992 | loss: 0.031209 | val_loss: 0.0312121 | Time: 2834.56 ms [2021-08-10 18:36:01 main:574] : INFO : Epoch 1993 | loss: 0.0312097 | val_loss: 0.0312139 | Time: 2752.25 ms [2021-08-10 18:36:04 main:574] : INFO : Epoch 1994 | loss: 0.0312085 | val_loss: 0.0312137 | Time: 3006.18 ms [2021-08-10 18:36:08 main:574] : INFO : Epoch 1995 | loss: 0.031208 | val_loss: 0.0312094 | Time: 2892.52 ms [2021-08-10 18:36:10 main:574] : INFO : Epoch 1996 | loss: 0.0312078 | val_loss: 0.0312102 | Time: 2854.82 ms [2021-08-10 18:36:13 main:574] : INFO : Epoch 1997 | loss: 0.0312073 | val_loss: 0.0312088 | Time: 2904.44 ms [2021-08-10 18:36:16 main:574] : INFO : Epoch 1998 | loss: 0.0312074 | val_loss: 0.031209 | Time: 2840.83 ms [2021-08-10 18:36:19 main:574] : INFO : Epoch 1999 | loss: 0.0312063 | val_loss: 0.0312126 | Time: 2813.32 ms [2021-08-10 18:36:22 main:574] : INFO : Epoch 2000 | loss: 0.0312109 | val_loss: 0.0312119 | Time: 2716.95 ms [2021-08-10 18:36:25 main:574] : INFO : Epoch 2001 | loss: 0.0312141 | val_loss: 0.0312197 | Time: 2867.82 ms [2021-08-10 18:36:29 main:574] : INFO : Epoch 2002 | loss: 0.031212 | val_loss: 0.0312136 | Time: 2882.12 ms [2021-08-10 18:36:32 main:574] : INFO : Epoch 2003 | loss: 0.0312071 | val_loss: 0.0312098 | Time: 2883.01 ms [2021-08-10 18:36:35 main:574] : INFO : Epoch 2004 | loss: 0.0312075 | val_loss: 0.0312094 | Time: 2831.83 ms [2021-08-10 18:36:38 main:574] : INFO : Epoch 2005 | loss: 0.0312077 | val_loss: 0.0312169 | Time: 2829.8 ms [2021-08-10 18:36:41 main:574] : INFO : Epoch 2006 | loss: 0.031208 | val_loss: 0.0312168 | Time: 2852.05 ms [2021-08-10 18:36:44 main:574] : INFO : Epoch 2007 | loss: 0.031208 | val_loss: 0.0312107 | Time: 2828.13 ms [2021-08-10 18:36:47 main:574] : INFO : Epoch 2008 | loss: 0.0312082 | val_loss: 0.0312103 | Time: 2833.13 ms [2021-08-10 18:36:50 main:574] : INFO : Epoch 2009 | loss: 0.0312072 | val_loss: 0.0312099 | Time: 2967.91 ms [2021-08-10 18:36:53 main:574] : INFO : Epoch 2010 | loss: 0.031207 | val_loss: 0.0312094 | Time: 2896.75 ms [2021-08-10 18:36:56 main:574] : INFO : Epoch 2011 | loss: 0.0312064 | val_loss: 0.0312104 | Time: 2913.84 ms [2021-08-10 18:36:59 main:574] : INFO : Epoch 2012 | loss: 0.0312071 | val_loss: 0.0312098 | Time: 2781.25 ms [2021-08-10 18:37:02 main:574] : INFO : Epoch 2013 | loss: 0.0312089 | val_loss: 0.0312159 | Time: 2879.8 ms [2021-08-10 18:37:05 main:574] : INFO : Epoch 2014 | loss: 0.0312067 | val_loss: 0.0312093 | Time: 2770.93 ms [2021-08-10 18:37:08 main:574] : INFO : Epoch 2015 | loss: 0.031206 | val_loss: 0.0312142 | Time: 2849.87 ms [2021-08-10 18:37:10 main:574] : INFO : Epoch 2016 | loss: 0.0312087 | val_loss: 0.0312088 | Time: 2830.87 ms [2021-08-10 18:37:13 main:574] : INFO : Epoch 2017 | loss: 0.0312067 | val_loss: 0.0312112 | Time: 2860.72 ms [2021-08-10 18:37:16 main:574] : INFO : Epoch 2018 | loss: 0.0312067 | val_loss: 0.0312127 | Time: 2833.35 ms [2021-08-10 18:37:19 main:574] : INFO : Epoch 2019 | loss: 0.0312088 | val_loss: 0.0312101 | Time: 2814.76 ms [2021-08-10 18:37:22 main:574] : INFO : Epoch 2020 | loss: 0.0312078 | val_loss: 0.0312115 | Time: 2827.42 ms [2021-08-10 18:37:25 main:574] : INFO : Epoch 2021 | loss: 0.0312107 | val_loss: 0.0312138 | Time: 2821.28 ms [2021-08-10 18:37:28 main:574] : INFO : Epoch 2022 | loss: 0.031207 | val_loss: 0.0312111 | Time: 2847.52 ms [2021-08-10 18:37:31 main:574] : INFO : Epoch 2023 | loss: 0.0312085 | val_loss: 0.0312131 | Time: 2825.81 ms [2021-08-10 18:37:34 main:574] : INFO : Epoch 2024 | loss: 0.0312091 | val_loss: 0.0312087 | Time: 2818.76 ms [2021-08-10 18:37:37 main:574] : INFO : Epoch 2025 | loss: 0.0312066 | val_loss: 0.0312099 | Time: 2802.84 ms [2021-08-10 18:37:40 main:574] : INFO : Epoch 2026 | loss: 0.0312081 | val_loss: 0.0312087 | Time: 2876.36 ms [2021-08-10 18:37:43 main:574] : INFO : Epoch 2027 | loss: 0.0312066 | val_loss: 0.0312104 | Time: 2782.17 ms [2021-08-10 18:37:46 main:574] : INFO : Epoch 2028 | loss: 0.0312073 | val_loss: 0.0312115 | Time: 2754.5 ms [2021-08-10 18:37:49 main:574] : INFO : Epoch 2029 | loss: 0.0312086 | val_loss: 0.0312089 | Time: 2811.47 ms [2021-08-10 18:37:52 main:574] : INFO : Epoch 2030 | loss: 0.0312064 | val_loss: 0.0312107 | Time: 2834.79 ms [2021-08-10 18:37:55 main:574] : INFO : Epoch 2031 | loss: 0.031208 | val_loss: 0.0312088 | Time: 2784.55 ms [2021-08-10 18:37:58 main:574] : INFO : Epoch 2032 | loss: 0.0312089 | val_loss: 0.0312126 | Time: 2792.53 ms [2021-08-10 18:38:01 main:574] : INFO : Epoch 2033 | loss: 0.0312094 | val_loss: 0.0312106 | Time: 2794.56 ms [2021-08-10 18:38:04 main:574] : INFO : Epoch 2034 | loss: 0.0312082 | val_loss: 0.0312089 | Time: 2899.16 ms [2021-08-10 18:38:06 main:574] : INFO : Epoch 2035 | loss: 0.0312072 | val_loss: 0.0312099 | Time: 2767.52 ms [2021-08-10 18:38:09 main:574] : INFO : Epoch 2036 | loss: 0.0312096 | val_loss: 0.0312169 | Time: 2908.94 ms [2021-08-10 18:38:13 main:574] : INFO : Epoch 2037 | loss: 0.0312105 | val_loss: 0.0312095 | Time: 2893.23 ms [2021-08-10 18:38:15 main:574] : INFO : Epoch 2038 | loss: 0.0312079 | val_loss: 0.0312087 | Time: 2829.48 ms [2021-08-10 18:38:18 main:574] : INFO : Epoch 2039 | loss: 0.031207 | val_loss: 0.0312091 | Time: 2839.98 ms [2021-08-10 18:38:21 main:574] : INFO : Epoch 2040 | loss: 0.0312064 | val_loss: 0.0312091 | Time: 2926.22 ms [2021-08-10 18:38:24 main:574] : INFO : Epoch 2041 | loss: 0.0312057 | val_loss: 0.0312112 | Time: 2863.77 ms [2021-08-10 18:38:27 main:574] : INFO : Epoch 2042 | loss: 0.0312071 | val_loss: 0.03121 | Time: 2751.86 ms [2021-08-10 18:38:30 main:574] : INFO : Epoch 2043 | loss: 0.0312088 | val_loss: 0.0312155 | Time: 2747.72 ms [2021-08-10 18:38:33 main:574] : INFO : Epoch 2044 | loss: 0.0312076 | val_loss: 0.0312087 | Time: 2823.27 ms [2021-08-10 18:38:36 main:574] : INFO : Epoch 2045 | loss: 0.0312077 | val_loss: 0.0312143 | Time: 2792.78 ms [2021-08-10 18:38:39 main:574] : INFO : Epoch 2046 | loss: 0.0312097 | val_loss: 0.0312099 | Time: 2840.74 ms [2021-08-10 18:38:42 main:574] : INFO : Epoch 2047 | loss: 0.0312062 | val_loss: 0.0312087 | Time: 2769.32 ms [2021-08-10 18:38:45 main:574] : INFO : Epoch 2048 | loss: 0.0312062 | val_loss: 0.0312101 | Time: 2795.88 ms [2021-08-10 18:38:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312101 [2021-08-10 18:38:46 main:603] : INFO : Saving end state to config to file [2021-08-10 18:38:46 main:608] : INFO : Success, exiting.. 18:38:46 (59928): 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)