Task 12254194
| Name | ParityModified-1645992991-31845-0_1 |
| Workunit | 9374904 |
| Created | 28 Feb 2022, 23:34:57 UTC |
| Sent | 1 Mar 2022, 1:10:16 UTC |
| Report deadline | 9 Mar 2022, 1:10:16 UTC |
| Received | 1 Mar 2022, 3:30:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10690 |
| Run time | 1 hours 40 min 23 sec |
| CPU time | 1 hours 38 min 59 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,114.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 04:26:01 main:574] : INFO : Epoch 1542 | loss: 0.0312142 | val_loss: 0.0312242 | Time: 2870.95 ms [2022-03-01 04:26:04 main:574] : INFO : Epoch 1543 | loss: 0.0312151 | val_loss: 0.0312238 | Time: 2869.67 ms [2022-03-01 04:26:07 main:574] : INFO : Epoch 1544 | loss: 0.0312168 | val_loss: 0.0312259 | Time: 2925.48 ms [2022-03-01 04:26:10 main:574] : INFO : Epoch 1545 | loss: 0.0312137 | val_loss: 0.0312236 | Time: 2892.13 ms [2022-03-01 04:26:13 main:574] : INFO : Epoch 1546 | loss: 0.0312123 | val_loss: 0.0312245 | Time: 2879.51 ms [2022-03-01 04:26:16 main:574] : INFO : Epoch 1547 | loss: 0.0312121 | val_loss: 0.0312233 | Time: 2906.7 ms [2022-03-01 04:26:18 main:574] : INFO : Epoch 1548 | loss: 0.0312138 | val_loss: 0.0312242 | Time: 2925.48 ms [2022-03-01 04:26:21 main:574] : INFO : Epoch 1549 | loss: 0.0312129 | val_loss: 0.031222 | Time: 2864.97 ms [2022-03-01 04:26:24 main:574] : INFO : Epoch 1550 | loss: 0.0312135 | val_loss: 0.031222 | Time: 2882.9 ms [2022-03-01 04:26:27 main:574] : INFO : Epoch 1551 | loss: 0.0312136 | val_loss: 0.0312212 | Time: 2934.47 ms [2022-03-01 04:26:30 main:574] : INFO : Epoch 1552 | loss: 0.0312135 | val_loss: 0.031223 | Time: 2951.34 ms [2022-03-01 04:26:33 main:574] : INFO : Epoch 1553 | loss: 0.0312123 | val_loss: 0.0312214 | Time: 2869.75 ms [2022-03-01 04:26:36 main:574] : INFO : Epoch 1554 | loss: 0.0312129 | val_loss: 0.0312218 | Time: 2913.99 ms [2022-03-01 04:26:39 main:574] : INFO : Epoch 1555 | loss: 0.031213 | val_loss: 0.0312211 | Time: 2902.72 ms [2022-03-01 04:26:42 main:574] : INFO : Epoch 1556 | loss: 0.031214 | val_loss: 0.0312239 | Time: 2922.82 ms [2022-03-01 04:26:45 main:574] : INFO : Epoch 1557 | loss: 0.031216 | val_loss: 0.0312245 | Time: 2933.99 ms [2022-03-01 04:26:48 main:574] : INFO : Epoch 1558 | loss: 0.0312138 | val_loss: 0.0312227 | Time: 2939.02 ms [2022-03-01 04:26:51 main:574] : INFO : Epoch 1559 | loss: 0.0312133 | val_loss: 0.0312198 | Time: 2964.2 ms [2022-03-01 04:26:54 main:574] : INFO : Epoch 1560 | loss: 0.0312116 | val_loss: 0.0312209 | Time: 3110.89 ms [2022-03-01 04:26:57 main:574] : INFO : Epoch 1561 | loss: 0.0312119 | val_loss: 0.0312201 | Time: 3106.14 ms [2022-03-01 04:27:00 main:574] : INFO : Epoch 1562 | loss: 0.031211 | val_loss: 0.0312203 | Time: 2906.03 ms [2022-03-01 04:27:03 main:574] : INFO : Epoch 1563 | loss: 0.0312112 | val_loss: 0.0312201 | Time: 2898.14 ms [2022-03-01 04:27:06 main:574] : INFO : Epoch 1564 | loss: 0.0312106 | val_loss: 0.0312208 | Time: 2887 ms [2022-03-01 04:27:08 main:574] : INFO : Epoch 1565 | loss: 0.0312131 | val_loss: 0.031223 | Time: 2919.9 ms [2022-03-01 04:27:11 main:574] : INFO : Epoch 1566 | loss: 0.0312108 | val_loss: 0.031221 | Time: 2937.11 ms [2022-03-01 04:27:14 main:574] : INFO : Epoch 1567 | loss: 0.0312127 | val_loss: 0.0312213 | Time: 2863.32 ms [2022-03-01 04:27:17 main:574] : INFO : Epoch 1568 | loss: 0.0312106 | val_loss: 0.0312223 | Time: 2886.81 ms [2022-03-01 04:27:20 main:574] : INFO : Epoch 1569 | loss: 0.0312152 | val_loss: 0.0312199 | Time: 2964.35 ms [2022-03-01 04:27:23 main:574] : INFO : Epoch 1570 | loss: 0.0312164 | val_loss: 0.031227 | Time: 2902.69 ms [2022-03-01 04:27:26 main:574] : INFO : Epoch 1571 | loss: 0.0312201 | val_loss: 0.0312249 | Time: 2928.56 ms [2022-03-01 04:27:29 main:574] : INFO : Epoch 1572 | loss: 0.0312154 | val_loss: 0.0312204 | Time: 2935.3 ms [2022-03-01 04:27:32 main:574] : INFO : Epoch 1573 | loss: 0.0312155 | val_loss: 0.031222 | Time: 2929.45 ms [2022-03-01 04:27:35 main:574] : INFO : Epoch 1574 | loss: 0.0312153 | val_loss: 0.0312202 | Time: 2865.2 ms [2022-03-01 04:27:38 main:574] : INFO : Epoch 1575 | loss: 0.0312184 | val_loss: 0.0312207 | Time: 2949.45 ms [2022-03-01 04:27:41 main:574] : INFO : Epoch 1576 | loss: 0.0312153 | val_loss: 0.0312213 | Time: 2907.63 ms [2022-03-01 04:27:44 main:574] : INFO : Epoch 1577 | loss: 0.031214 | val_loss: 0.0312209 | Time: 2983.3 ms [2022-03-01 04:27:46 main:574] : INFO : Epoch 1578 | loss: 0.0312142 | val_loss: 0.0312191 | Time: 2883.51 ms [2022-03-01 04:27:49 main:574] : INFO : Epoch 1579 | loss: 0.0312141 | val_loss: 0.0312199 | Time: 2905.23 ms [2022-03-01 04:27:52 main:574] : INFO : Epoch 1580 | loss: 0.0312143 | val_loss: 0.0312209 | Time: 2892.26 ms [2022-03-01 04:27:55 main:574] : INFO : Epoch 1581 | loss: 0.0312135 | val_loss: 0.0312222 | Time: 2913.31 ms [2022-03-01 04:27:58 main:574] : INFO : Epoch 1582 | loss: 0.031213 | val_loss: 0.0312208 | Time: 2981.67 ms [2022-03-01 04:28:01 main:574] : INFO : Epoch 1583 | loss: 0.0312134 | val_loss: 0.0312219 | Time: 3048.66 ms [2022-03-01 04:28:04 main:574] : INFO : Epoch 1584 | loss: 0.0312159 | val_loss: 0.0312232 | Time: 2902.13 ms [2022-03-01 04:28:07 main:574] : INFO : Epoch 1585 | loss: 0.0312126 | val_loss: 0.0312198 | Time: 2980.98 ms [2022-03-01 04:28:10 main:574] : INFO : Epoch 1586 | loss: 0.0312126 | val_loss: 0.0312179 | Time: 2899.57 ms [2022-03-01 04:28:13 main:574] : INFO : Epoch 1587 | loss: 0.0312148 | val_loss: 0.0312237 | Time: 2903.8 ms [2022-03-01 04:28:16 main:574] : INFO : Epoch 1588 | loss: 0.0312133 | val_loss: 0.0312172 | Time: 2947.67 ms [2022-03-01 04:28:19 main:574] : INFO : Epoch 1589 | loss: 0.0312131 | val_loss: 0.0312189 | Time: 2912.94 ms [2022-03-01 04:28:22 main:574] : INFO : Epoch 1590 | loss: 0.0312116 | val_loss: 0.0312186 | Time: 2910.17 ms [2022-03-01 04:28:25 main:574] : INFO : Epoch 1591 | loss: 0.0312126 | val_loss: 0.0312195 | Time: 2876.05 ms [2022-03-01 04:28:28 main:574] : INFO : Epoch 1592 | loss: 0.0312111 | val_loss: 0.0312173 | Time: 2990.12 ms [2022-03-01 04:28:30 main:574] : INFO : Epoch 1593 | loss: 0.0312097 | val_loss: 0.0312176 | Time: 2937.33 ms [2022-03-01 04:28:33 main:574] : INFO : Epoch 1594 | loss: 0.0312111 | val_loss: 0.0312204 | Time: 2934.95 ms [2022-03-01 04:28:36 main:574] : INFO : Epoch 1595 | loss: 0.0312112 | val_loss: 0.0312201 | Time: 2912.55 ms [2022-03-01 04:28:39 main:574] : INFO : Epoch 1596 | loss: 0.0312127 | val_loss: 0.031218 | Time: 2941.66 ms [2022-03-01 04:28:42 main:574] : INFO : Epoch 1597 | loss: 0.0312112 | val_loss: 0.0312186 | Time: 2932.26 ms [2022-03-01 04:28:45 main:574] : INFO : Epoch 1598 | loss: 0.031213 | val_loss: 0.0312271 | Time: 2907.57 ms [2022-03-01 04:28:48 main:574] : INFO : Epoch 1599 | loss: 0.0312106 | val_loss: 0.0312178 | Time: 2911.64 ms [2022-03-01 04:28:51 main:574] : INFO : Epoch 1600 | loss: 0.0312087 | val_loss: 0.0312176 | Time: 2907.51 ms [2022-03-01 04:28:54 main:574] : INFO : Epoch 1601 | loss: 0.0312088 | val_loss: 0.0312172 | Time: 2909.69 ms [2022-03-01 04:28:57 main:574] : INFO : Epoch 1602 | loss: 0.0312095 | val_loss: 0.0312197 | Time: 2913.17 ms [2022-03-01 04:29:00 main:574] : INFO : Epoch 1603 | loss: 0.031209 | val_loss: 0.0312179 | Time: 2899.69 ms [2022-03-01 04:29:03 main:574] : INFO : Epoch 1604 | loss: 0.0312086 | val_loss: 0.031218 | Time: 2902.74 ms [2022-03-01 04:29:06 main:574] : INFO : Epoch 1605 | loss: 0.0312073 | val_loss: 0.0312231 | Time: 3097.52 ms [2022-03-01 04:29:09 main:574] : INFO : Epoch 1606 | loss: 0.0312094 | val_loss: 0.03123 | Time: 2926.45 ms [2022-03-01 04:29:12 main:574] : INFO : Epoch 1607 | loss: 0.0312108 | val_loss: 0.0312192 | Time: 2968.91 ms [2022-03-01 04:29:15 main:574] : INFO : Epoch 1608 | loss: 0.031208 | val_loss: 0.0312176 | Time: 2964.84 ms [2022-03-01 04:29:17 main:574] : INFO : Epoch 1609 | loss: 0.0312071 | val_loss: 0.0312194 | Time: 2899.57 ms [2022-03-01 04:29:20 main:574] : INFO : Epoch 1610 | loss: 0.0312072 | val_loss: 0.0312187 | Time: 2893.05 ms [2022-03-01 04:29:23 main:574] : INFO : Epoch 1611 | loss: 0.0312074 | val_loss: 0.031218 | Time: 2913.61 ms [2022-03-01 04:29:26 main:574] : INFO : Epoch 1612 | loss: 0.031207 | val_loss: 0.0312178 | Time: 2942.5 ms [2022-03-01 04:29:29 main:574] : INFO : Epoch 1613 | loss: 0.0312071 | val_loss: 0.0312192 | Time: 2974.54 ms [2022-03-01 04:29:32 main:574] : INFO : Epoch 1614 | loss: 0.0312097 | val_loss: 0.0312181 | Time: 2951.45 ms [2022-03-01 04:29:35 main:574] : INFO : Epoch 1615 | loss: 0.0312073 | val_loss: 0.031219 | Time: 3011.61 ms [2022-03-01 04:29:38 main:574] : INFO : Epoch 1616 | loss: 0.0312074 | val_loss: 0.031219 | Time: 2939.85 ms [2022-03-01 04:29:41 main:574] : INFO : Epoch 1617 | loss: 0.0312079 | val_loss: 0.0312176 | Time: 2911.38 ms [2022-03-01 04:29:44 main:574] : INFO : Epoch 1618 | loss: 0.0312069 | val_loss: 0.0312165 | Time: 2908.59 ms [2022-03-01 04:29:47 main:574] : INFO : Epoch 1619 | loss: 0.0312077 | val_loss: 0.0312181 | Time: 2880.84 ms [2022-03-01 04:29:50 main:574] : INFO : Epoch 1620 | loss: 0.0312082 | val_loss: 0.0312227 | Time: 2930.99 ms [2022-03-01 04:29:53 main:574] : INFO : Epoch 1621 | loss: 0.0312083 | val_loss: 0.0312178 | Time: 2928.22 ms [2022-03-01 04:29:56 main:574] : INFO : Epoch 1622 | loss: 0.0312076 | val_loss: 0.0312174 | Time: 2873.09 ms [2022-03-01 04:29:59 main:574] : INFO : Epoch 1623 | loss: 0.0312075 | val_loss: 0.0312161 | Time: 2916.45 ms [2022-03-01 04:30:01 main:574] : INFO : Epoch 1624 | loss: 0.031207 | val_loss: 0.0312159 | Time: 2836.23 ms [2022-03-01 04:30:04 main:574] : INFO : Epoch 1625 | loss: 0.0312068 | val_loss: 0.0312155 | Time: 2872.09 ms [2022-03-01 04:30:07 main:574] : INFO : Epoch 1626 | loss: 0.0312057 | val_loss: 0.0312166 | Time: 2900.89 ms [2022-03-01 04:30:10 main:574] : INFO : Epoch 1627 | loss: 0.031206 | val_loss: 0.0312196 | Time: 3036.23 ms [2022-03-01 04:30:13 main:574] : INFO : Epoch 1628 | loss: 0.0312073 | val_loss: 0.0312156 | Time: 3059.73 ms [2022-03-01 04:30:16 main:574] : INFO : Epoch 1629 | loss: 0.0312082 | val_loss: 0.0312158 | Time: 2892.41 ms [2022-03-01 04:30:19 main:574] : INFO : Epoch 1630 | loss: 0.0312065 | val_loss: 0.0312155 | Time: 2931.92 ms [2022-03-01 04:30:22 main:574] : INFO : Epoch 1631 | loss: 0.0312062 | val_loss: 0.0312143 | Time: 2935.93 ms [2022-03-01 04:30:25 main:574] : INFO : Epoch 1632 | loss: 0.031206 | val_loss: 0.0312182 | Time: 2962.49 ms [2022-03-01 04:30:28 main:574] : INFO : Epoch 1633 | loss: 0.0312083 | val_loss: 0.0312158 | Time: 2956.66 ms [2022-03-01 04:30:31 main:574] : INFO : Epoch 1634 | loss: 0.031207 | val_loss: 0.0312162 | Time: 2980.16 ms [2022-03-01 04:30:34 main:574] : INFO : Epoch 1635 | loss: 0.0312066 | val_loss: 0.0312175 | Time: 2909.14 ms [2022-03-01 04:30:37 main:574] : INFO : Epoch 1636 | loss: 0.031207 | val_loss: 0.0312149 | Time: 2962.03 ms [2022-03-01 04:30:40 main:574] : INFO : Epoch 1637 | loss: 0.031207 | val_loss: 0.0312143 | Time: 2933.54 ms [2022-03-01 04:30:43 main:574] : INFO : Epoch 1638 | loss: 0.0312064 | val_loss: 0.0312168 | Time: 2951.21 ms [2022-03-01 04:30:46 main:574] : INFO : Epoch 1639 | loss: 0.0312076 | val_loss: 0.0312166 | Time: 2946.74 ms [2022-03-01 04:30:49 main:574] : INFO : Epoch 1640 | loss: 0.0312061 | val_loss: 0.0312136 | Time: 2983.66 ms [2022-03-01 04:30:52 main:574] : INFO : Epoch 1641 | loss: 0.0312064 | val_loss: 0.031214 | Time: 2953.06 ms [2022-03-01 04:30:54 main:574] : INFO : Epoch 1642 | loss: 0.0312056 | val_loss: 0.0312152 | Time: 2900.71 ms [2022-03-01 04:30:57 main:574] : INFO : Epoch 1643 | loss: 0.0312049 | val_loss: 0.0312146 | Time: 2914.77 ms [2022-03-01 04:31:00 main:574] : INFO : Epoch 1644 | loss: 0.0312056 | val_loss: 0.0312132 | Time: 2944.2 ms [2022-03-01 04:31:03 main:574] : INFO : Epoch 1645 | loss: 0.0312062 | val_loss: 0.0312143 | Time: 2913.1 ms [2022-03-01 04:31:06 main:574] : INFO : Epoch 1646 | loss: 0.0312054 | val_loss: 0.0312187 | Time: 2971.27 ms [2022-03-01 04:31:09 main:574] : INFO : Epoch 1647 | loss: 0.0312072 | val_loss: 0.0312134 | Time: 2982.59 ms [2022-03-01 04:31:12 main:574] : INFO : Epoch 1648 | loss: 0.0312056 | val_loss: 0.0312126 | Time: 2901.86 ms [2022-03-01 04:31:15 main:574] : INFO : Epoch 1649 | loss: 0.0312047 | val_loss: 0.0312171 | Time: 2950.3 ms [2022-03-01 04:31:18 main:574] : INFO : Epoch 1650 | loss: 0.0312056 | val_loss: 0.0312171 | Time: 2984.76 ms [2022-03-01 04:31:21 main:574] : INFO : Epoch 1651 | loss: 0.0312089 | val_loss: 0.0312162 | Time: 2949.47 ms [2022-03-01 04:31:24 main:574] : INFO : Epoch 1652 | loss: 0.0312047 | val_loss: 0.0312132 | Time: 2940.25 ms [2022-03-01 04:31:27 main:574] : INFO : Epoch 1653 | loss: 0.0312034 | val_loss: 0.0312131 | Time: 2931.55 ms [2022-03-01 04:31:30 main:574] : INFO : Epoch 1654 | loss: 0.0312058 | val_loss: 0.0312151 | Time: 2860.21 ms [2022-03-01 04:31:33 main:574] : INFO : Epoch 1655 | loss: 0.0312043 | val_loss: 0.0312156 | Time: 2914.51 ms [2022-03-01 04:31:36 main:574] : INFO : Epoch 1656 | loss: 0.0312045 | val_loss: 0.0312164 | Time: 2874.68 ms [2022-03-01 04:31:38 main:574] : INFO : Epoch 1657 | loss: 0.0312099 | val_loss: 0.0312154 | Time: 2884.32 ms [2022-03-01 04:31:41 main:574] : INFO : Epoch 1658 | loss: 0.0312106 | val_loss: 0.0312165 | Time: 2937.81 ms [2022-03-01 04:31:44 main:574] : INFO : Epoch 1659 | loss: 0.031206 | val_loss: 0.0312139 | Time: 2909.88 ms [2022-03-01 04:31:47 main:574] : INFO : Epoch 1660 | loss: 0.0312042 | val_loss: 0.0312149 | Time: 2910.63 ms [2022-03-01 04:31:50 main:574] : INFO : Epoch 1661 | loss: 0.0312033 | val_loss: 0.0312196 | Time: 2872.6 ms [2022-03-01 04:31:53 main:574] : INFO : Epoch 1662 | loss: 0.0312071 | val_loss: 0.0312164 | Time: 2919.36 ms [2022-03-01 04:31:56 main:574] : INFO : Epoch 1663 | loss: 0.0312101 | val_loss: 0.0312163 | Time: 2869.57 ms [2022-03-01 04:31:59 main:574] : INFO : Epoch 1664 | loss: 0.0312082 | val_loss: 0.0312165 | Time: 2961.37 ms [2022-03-01 04:32:02 main:574] : INFO : Epoch 1665 | loss: 0.0312095 | val_loss: 0.0312139 | Time: 2898.49 ms [2022-03-01 04:32:05 main:574] : INFO : Epoch 1666 | loss: 0.0312085 | val_loss: 0.0312185 | Time: 2932.16 ms [2022-03-01 04:32:08 main:574] : INFO : Epoch 1667 | loss: 0.0312079 | val_loss: 0.0312145 | Time: 2898.63 ms [2022-03-01 04:32:11 main:574] : INFO : Epoch 1668 | loss: 0.0312064 | val_loss: 0.0312138 | Time: 2931.99 ms [2022-03-01 04:32:13 main:574] : INFO : Epoch 1669 | loss: 0.0312047 | val_loss: 0.0312132 | Time: 2900.17 ms [2022-03-01 04:32:16 main:574] : INFO : Epoch 1670 | loss: 0.0312058 | val_loss: 0.0312126 | Time: 2868 ms [2022-03-01 04:32:19 main:574] : INFO : Epoch 1671 | loss: 0.0312051 | val_loss: 0.0312136 | Time: 2931.87 ms [2022-03-01 04:32:22 main:574] : INFO : Epoch 1672 | loss: 0.0312051 | val_loss: 0.0312139 | Time: 3049.79 ms [2022-03-01 04:32:25 main:574] : INFO : Epoch 1673 | loss: 0.0312058 | val_loss: 0.0312136 | Time: 3012.28 ms [2022-03-01 04:32:28 main:574] : INFO : Epoch 1674 | loss: 0.0312036 | val_loss: 0.0312143 | Time: 2891.03 ms [2022-03-01 04:32:31 main:574] : INFO : Epoch 1675 | loss: 0.0312037 | val_loss: 0.0312136 | Time: 2853.01 ms [2022-03-01 04:32:34 main:574] : INFO : Epoch 1676 | loss: 0.0312034 | val_loss: 0.0312135 | Time: 2865.24 ms [2022-03-01 04:32:37 main:574] : INFO : Epoch 1677 | loss: 0.0312033 | val_loss: 0.0312138 | Time: 2960.03 ms [2022-03-01 04:32:40 main:574] : INFO : Epoch 1678 | loss: 0.0312035 | val_loss: 0.0312166 | Time: 2906.6 ms [2022-03-01 04:32:43 main:574] : INFO : Epoch 1679 | loss: 0.0312073 | val_loss: 0.0312176 | Time: 2936.28 ms [2022-03-01 04:32:46 main:574] : INFO : Epoch 1680 | loss: 0.0312117 | val_loss: 0.031213 | Time: 2869.02 ms [2022-03-01 04:32:49 main:574] : INFO : Epoch 1681 | loss: 0.0312088 | val_loss: 0.0312156 | Time: 2876.75 ms [2022-03-01 04:32:51 main:574] : INFO : Epoch 1682 | loss: 0.0312066 | val_loss: 0.0312165 | Time: 2903.04 ms [2022-03-01 04:32:54 main:574] : INFO : Epoch 1683 | loss: 0.0312091 | val_loss: 0.0312125 | Time: 2855.38 ms [2022-03-01 04:32:57 main:574] : INFO : Epoch 1684 | loss: 0.031205 | val_loss: 0.0312146 | Time: 2888.33 ms [2022-03-01 04:33:00 main:574] : INFO : Epoch 1685 | loss: 0.0312043 | val_loss: 0.0312139 | Time: 2904.91 ms [2022-03-01 04:33:03 main:574] : INFO : Epoch 1686 | loss: 0.0312061 | val_loss: 0.0312224 | Time: 2866.03 ms [2022-03-01 04:33:06 main:574] : INFO : Epoch 1687 | loss: 0.0312105 | val_loss: 0.0312143 | Time: 2936.55 ms [2022-03-01 04:33:09 main:574] : INFO : Epoch 1688 | loss: 0.0312063 | val_loss: 0.031215 | Time: 2915.79 ms [2022-03-01 04:33:12 main:574] : INFO : Epoch 1689 | loss: 0.0312038 | val_loss: 0.0312157 | Time: 2900.68 ms [2022-03-01 04:33:15 main:574] : INFO : Epoch 1690 | loss: 0.031205 | val_loss: 0.0312127 | Time: 3020.88 ms [2022-03-01 04:33:18 main:574] : INFO : Epoch 1691 | loss: 0.0312021 | val_loss: 0.0312145 | Time: 2900.83 ms [2022-03-01 04:33:21 main:574] : INFO : Epoch 1692 | loss: 0.0312071 | val_loss: 0.0312167 | Time: 2913.44 ms [2022-03-01 04:33:23 main:574] : INFO : Epoch 1693 | loss: 0.0312035 | val_loss: 0.031214 | Time: 2900.36 ms [2022-03-01 04:33:26 main:574] : INFO : Epoch 1694 | loss: 0.0312022 | val_loss: 0.031216 | Time: 2897.8 ms [2022-03-01 04:33:29 main:574] : INFO : Epoch 1695 | loss: 0.031202 | val_loss: 0.0312129 | Time: 3067.67 ms [2022-03-01 04:33:32 main:574] : INFO : Epoch 1696 | loss: 0.0312018 | val_loss: 0.0312148 | Time: 3010.47 ms [2022-03-01 04:33:35 main:574] : INFO : Epoch 1697 | loss: 0.0312024 | val_loss: 0.0312211 | Time: 2899.78 ms [2022-03-01 04:33:38 main:574] : INFO : Epoch 1698 | loss: 0.0312045 | val_loss: 0.0312115 | Time: 2969.82 ms [2022-03-01 04:33:41 main:574] : INFO : Epoch 1699 | loss: 0.0312015 | val_loss: 0.0312166 | Time: 2924.19 ms [2022-03-01 04:33:44 main:574] : INFO : Epoch 1700 | loss: 0.0312031 | val_loss: 0.031218 | Time: 2936.64 ms [2022-03-01 04:33:47 main:574] : INFO : Epoch 1701 | loss: 0.0312026 | val_loss: 0.0312123 | Time: 2904.98 ms [2022-03-01 04:33:50 main:574] : INFO : Epoch 1702 | loss: 0.0312032 | val_loss: 0.0312136 | Time: 2951.03 ms [2022-03-01 04:33:53 main:574] : INFO : Epoch 1703 | loss: 0.0311999 | val_loss: 0.0312134 | Time: 2959.39 ms [2022-03-01 04:33:56 main:574] : INFO : Epoch 1704 | loss: 0.0311995 | val_loss: 0.0312134 | Time: 2879.49 ms [2022-03-01 04:33:59 main:574] : INFO : Epoch 1705 | loss: 0.031201 | val_loss: 0.0312115 | Time: 2856.18 ms [2022-03-01 04:34:02 main:574] : INFO : Epoch 1706 | loss: 0.031201 | val_loss: 0.031216 | Time: 2954.15 ms [2022-03-01 04:34:05 main:574] : INFO : Epoch 1707 | loss: 0.0311995 | val_loss: 0.0312131 | Time: 2871 ms [2022-03-01 04:34:08 main:574] : INFO : Epoch 1708 | loss: 0.0311991 | val_loss: 0.0312128 | Time: 2967.32 ms [2022-03-01 04:34:10 main:574] : INFO : Epoch 1709 | loss: 0.0311998 | val_loss: 0.0312112 | Time: 2901.12 ms [2022-03-01 04:34:13 main:574] : INFO : Epoch 1710 | loss: 0.0312 | val_loss: 0.0312124 | Time: 2870.65 ms [2022-03-01 04:34:16 main:574] : INFO : Epoch 1711 | loss: 0.0312014 | val_loss: 0.0312135 | Time: 2871.73 ms [2022-03-01 04:34:19 main:574] : INFO : Epoch 1712 | loss: 0.0311996 | val_loss: 0.0312122 | Time: 2955.22 ms [2022-03-01 04:34:22 main:574] : INFO : Epoch 1713 | loss: 0.0311988 | val_loss: 0.0312116 | Time: 2934.04 ms [2022-03-01 04:34:25 main:574] : INFO : Epoch 1714 | loss: 0.0311988 | val_loss: 0.0312134 | Time: 2960.47 ms [2022-03-01 04:34:28 main:574] : INFO : Epoch 1715 | loss: 0.0312009 | val_loss: 0.0312137 | Time: 2960.65 ms [2022-03-01 04:34:31 main:574] : INFO : Epoch 1716 | loss: 0.0311995 | val_loss: 0.0312116 | Time: 2947.11 ms [2022-03-01 04:34:34 main:574] : INFO : Epoch 1717 | loss: 0.0312002 | val_loss: 0.0312116 | Time: 3030.52 ms [2022-03-01 04:34:37 main:574] : INFO : Epoch 1718 | loss: 0.0312019 | val_loss: 0.0312142 | Time: 3121.47 ms [2022-03-01 04:34:40 main:574] : INFO : Epoch 1719 | loss: 0.0312023 | val_loss: 0.0312124 | Time: 2863.2 ms [2022-03-01 04:34:43 main:574] : INFO : Epoch 1720 | loss: 0.0312013 | val_loss: 0.0312153 | Time: 2897.51 ms [2022-03-01 04:34:46 main:574] : INFO : Epoch 1721 | loss: 0.0311991 | val_loss: 0.0312116 | Time: 2872.96 ms [2022-03-01 04:34:49 main:574] : INFO : Epoch 1722 | loss: 0.0311992 | val_loss: 0.0312102 | Time: 2897.23 ms [2022-03-01 04:34:52 main:574] : INFO : Epoch 1723 | loss: 0.0311997 | val_loss: 0.0312115 | Time: 2897.99 ms [2022-03-01 04:34:54 main:574] : INFO : Epoch 1724 | loss: 0.0312018 | val_loss: 0.0312114 | Time: 2825.37 ms [2022-03-01 04:34:57 main:574] : INFO : Epoch 1725 | loss: 0.0311995 | val_loss: 0.0312099 | Time: 2896.29 ms [2022-03-01 04:35:00 main:574] : INFO : Epoch 1726 | loss: 0.0311994 | val_loss: 0.0312097 | Time: 2902.81 ms [2022-03-01 04:35:03 main:574] : INFO : Epoch 1727 | loss: 0.0311993 | val_loss: 0.0312108 | Time: 2903.84 ms [2022-03-01 04:35:06 main:574] : INFO : Epoch 1728 | loss: 0.0311998 | val_loss: 0.0312111 | Time: 2896.52 ms [2022-03-01 04:35:09 main:574] : INFO : Epoch 1729 | loss: 0.0311986 | val_loss: 0.0312105 | Time: 2882.7 ms [2022-03-01 04:35:12 main:574] : INFO : Epoch 1730 | loss: 0.0311972 | val_loss: 0.0312112 | Time: 2916.58 ms [2022-03-01 04:35:15 main:574] : INFO : Epoch 1731 | loss: 0.0311969 | val_loss: 0.0312108 | Time: 2893.2 ms [2022-03-01 04:35:18 main:574] : INFO : Epoch 1732 | loss: 0.0311967 | val_loss: 0.0312156 | Time: 2894.43 ms [2022-03-01 04:35:21 main:574] : INFO : Epoch 1733 | loss: 0.031197 | val_loss: 0.0312102 | Time: 2895.03 ms [2022-03-01 04:35:24 main:574] : INFO : Epoch 1734 | loss: 0.0311976 | val_loss: 0.0312138 | Time: 2920.32 ms [2022-03-01 04:35:26 main:574] : INFO : Epoch 1735 | loss: 0.0311975 | val_loss: 0.0312113 | Time: 2871.89 ms [2022-03-01 04:35:29 main:574] : INFO : Epoch 1736 | loss: 0.0311973 | val_loss: 0.0312132 | Time: 2884.72 ms [2022-03-01 04:35:32 main:574] : INFO : Epoch 1737 | loss: 0.0312004 | val_loss: 0.0312129 | Time: 2925.78 ms [2022-03-01 04:35:35 main:574] : INFO : Epoch 1738 | loss: 0.0311994 | val_loss: 0.0312115 | Time: 2863.66 ms [2022-03-01 04:35:38 main:574] : INFO : Epoch 1739 | loss: 0.0311985 | val_loss: 0.031212 | Time: 2945.11 ms [2022-03-01 04:35:41 main:574] : INFO : Epoch 1740 | loss: 0.0311961 | val_loss: 0.0312178 | Time: 3064.94 ms [2022-03-01 04:35:44 main:574] : INFO : Epoch 1741 | loss: 0.0311984 | val_loss: 0.0312104 | Time: 2917.88 ms [2022-03-01 04:35:47 main:574] : INFO : Epoch 1742 | loss: 0.0311968 | val_loss: 0.0312134 | Time: 2954.96 ms [2022-03-01 04:35:50 main:574] : INFO : Epoch 1743 | loss: 0.0311965 | val_loss: 0.0312109 | Time: 2874.05 ms [2022-03-01 04:35:53 main:574] : INFO : Epoch 1744 | loss: 0.0311952 | val_loss: 0.0312109 | Time: 2886.26 ms [2022-03-01 04:35:56 main:574] : INFO : Epoch 1745 | loss: 0.0311949 | val_loss: 0.0312145 | Time: 2882.25 ms [2022-03-01 04:35:59 main:574] : INFO : Epoch 1746 | loss: 0.031196 | val_loss: 0.0312105 | Time: 2912.05 ms [2022-03-01 04:36:01 main:574] : INFO : Epoch 1747 | loss: 0.031195 | val_loss: 0.0312113 | Time: 2959.08 ms [2022-03-01 04:36:04 main:574] : INFO : Epoch 1748 | loss: 0.0311957 | val_loss: 0.0312116 | Time: 2958.93 ms [2022-03-01 04:36:07 main:574] : INFO : Epoch 1749 | loss: 0.0312043 | val_loss: 0.0312106 | Time: 2870.81 ms [2022-03-01 04:36:10 main:574] : INFO : Epoch 1750 | loss: 0.0312054 | val_loss: 0.0312141 | Time: 2958.75 ms [2022-03-01 04:36:13 main:574] : INFO : Epoch 1751 | loss: 0.0312043 | val_loss: 0.0312095 | Time: 2937.75 ms [2022-03-01 04:36:16 main:574] : INFO : Epoch 1752 | loss: 0.031203 | val_loss: 0.0312107 | Time: 2863.63 ms [2022-03-01 04:36:19 main:574] : INFO : Epoch 1753 | loss: 0.0312011 | val_loss: 0.0312085 | Time: 2904.5 ms [2022-03-01 04:36:22 main:574] : INFO : Epoch 1754 | loss: 0.0312021 | val_loss: 0.0312111 | Time: 2866.43 ms [2022-03-01 04:36:25 main:574] : INFO : Epoch 1755 | loss: 0.0312012 | val_loss: 0.0312073 | Time: 2875.07 ms [2022-03-01 04:36:28 main:574] : INFO : Epoch 1756 | loss: 0.0312024 | val_loss: 0.0312144 | Time: 2896.76 ms [2022-03-01 04:36:31 main:574] : INFO : Epoch 1757 | loss: 0.0312034 | val_loss: 0.0312073 | Time: 2947.39 ms [2022-03-01 04:36:33 main:574] : INFO : Epoch 1758 | loss: 0.0312005 | val_loss: 0.0312076 | Time: 2862.16 ms [2022-03-01 04:36:36 main:574] : INFO : Epoch 1759 | loss: 0.0312007 | val_loss: 0.0312069 | Time: 2919.73 ms [2022-03-01 04:36:39 main:574] : INFO : Epoch 1760 | loss: 0.0311997 | val_loss: 0.0312075 | Time: 2889.41 ms [2022-03-01 04:36:42 main:574] : INFO : Epoch 1761 | loss: 0.0311994 | val_loss: 0.0312085 | Time: 2889.48 ms [2022-03-01 04:36:45 main:574] : INFO : Epoch 1762 | loss: 0.0312021 | val_loss: 0.031206 | Time: 3026.06 ms [2022-03-01 04:36:48 main:574] : INFO : Epoch 1763 | loss: 0.0312015 | val_loss: 0.0312059 | Time: 3000.85 ms [2022-03-01 04:36:51 main:574] : INFO : Epoch 1764 | loss: 0.0312008 | val_loss: 0.0312066 | Time: 2905.53 ms [2022-03-01 04:36:54 main:574] : INFO : Epoch 1765 | loss: 0.0312005 | val_loss: 0.0312088 | Time: 2858.94 ms [2022-03-01 04:36:57 main:574] : INFO : Epoch 1766 | loss: 0.0312006 | val_loss: 0.0312072 | Time: 2946.7 ms [2022-03-01 04:37:00 main:574] : INFO : Epoch 1767 | loss: 0.0312021 | val_loss: 0.031207 | Time: 2978.85 ms [2022-03-01 04:37:03 main:574] : INFO : Epoch 1768 | loss: 0.0312018 | val_loss: 0.0312103 | Time: 2929.76 ms [2022-03-01 04:37:06 main:574] : INFO : Epoch 1769 | loss: 0.0312011 | val_loss: 0.0312056 | Time: 2911.4 ms [2022-03-01 04:37:09 main:574] : INFO : Epoch 1770 | loss: 0.0311994 | val_loss: 0.0312054 | Time: 2878.11 ms [2022-03-01 04:37:12 main:574] : INFO : Epoch 1771 | loss: 0.0311993 | val_loss: 0.031206 | Time: 2888.73 ms [2022-03-01 04:37:14 main:574] : INFO : Epoch 1772 | loss: 0.0311987 | val_loss: 0.0312052 | Time: 2904.69 ms [2022-03-01 04:37:17 main:574] : INFO : Epoch 1773 | loss: 0.0311989 | val_loss: 0.031206 | Time: 2897.92 ms [2022-03-01 04:37:20 main:574] : INFO : Epoch 1774 | loss: 0.0312002 | val_loss: 0.0312085 | Time: 2932.07 ms [2022-03-01 04:37:23 main:574] : INFO : Epoch 1775 | loss: 0.0312008 | val_loss: 0.0312057 | Time: 2951.26 ms [2022-03-01 04:37:26 main:574] : INFO : Epoch 1776 | loss: 0.0312017 | val_loss: 0.0312125 | Time: 2843.69 ms [2022-03-01 04:37:29 main:574] : INFO : Epoch 1777 | loss: 0.0312011 | val_loss: 0.0312068 | Time: 2966.96 ms [2022-03-01 04:37:32 main:574] : INFO : Epoch 1778 | loss: 0.0312014 | val_loss: 0.03121 | Time: 2879.2 ms [2022-03-01 04:37:35 main:574] : INFO : Epoch 1779 | loss: 0.0312016 | val_loss: 0.0312071 | Time: 2924.59 ms [2022-03-01 04:37:38 main:574] : INFO : Epoch 1780 | loss: 0.0312007 | val_loss: 0.0312078 | Time: 2910.7 ms [2022-03-01 04:37:41 main:574] : INFO : Epoch 1781 | loss: 0.0311984 | val_loss: 0.0312058 | Time: 2929.61 ms [2022-03-01 04:37:44 main:574] : INFO : Epoch 1782 | loss: 0.0311979 | val_loss: 0.0312074 | Time: 2914.6 ms [2022-03-01 04:37:47 main:574] : INFO : Epoch 1783 | loss: 0.031199 | val_loss: 0.031211 | Time: 2892.6 ms [2022-03-01 04:37:49 main:574] : INFO : Epoch 1784 | loss: 0.0312017 | val_loss: 0.0312105 | Time: 2896.15 ms [2022-03-01 04:37:52 main:574] : INFO : Epoch 1785 | loss: 0.0311984 | val_loss: 0.0312073 | Time: 3039.85 ms [2022-03-01 04:37:55 main:574] : INFO : Epoch 1786 | loss: 0.0312007 | val_loss: 0.0312182 | Time: 2975.45 ms [2022-03-01 04:37:58 main:574] : INFO : Epoch 1787 | loss: 0.0312018 | val_loss: 0.0312055 | Time: 2910.82 ms [2022-03-01 04:38:01 main:574] : INFO : Epoch 1788 | loss: 0.0311994 | val_loss: 0.0312084 | Time: 2883.01 ms [2022-03-01 04:38:04 main:574] : INFO : Epoch 1789 | loss: 0.0311976 | val_loss: 0.0312075 | Time: 2920.04 ms [2022-03-01 04:38:07 main:574] : INFO : Epoch 1790 | loss: 0.0311987 | val_loss: 0.0312072 | Time: 2948.1 ms [2022-03-01 04:38:10 main:574] : INFO : Epoch 1791 | loss: 0.0311978 | val_loss: 0.0312118 | Time: 2902.87 ms [2022-03-01 04:38:13 main:574] : INFO : Epoch 1792 | loss: 0.0312 | val_loss: 0.0312065 | Time: 2889.78 ms [2022-03-01 04:38:16 main:574] : INFO : Epoch 1793 | loss: 0.0311994 | val_loss: 0.0312084 | Time: 2900.96 ms [2022-03-01 04:38:19 main:574] : INFO : Epoch 1794 | loss: 0.0311977 | val_loss: 0.0312087 | Time: 2937.35 ms [2022-03-01 04:38:22 main:574] : INFO : Epoch 1795 | loss: 0.0311978 | val_loss: 0.0312068 | Time: 2881.38 ms [2022-03-01 04:38:25 main:574] : INFO : Epoch 1796 | loss: 0.0311959 | val_loss: 0.0312088 | Time: 2898.44 ms [2022-03-01 04:38:28 main:574] : INFO : Epoch 1797 | loss: 0.0311967 | val_loss: 0.0312057 | Time: 2950.9 ms [2022-03-01 04:38:30 main:574] : INFO : Epoch 1798 | loss: 0.0311975 | val_loss: 0.0312055 | Time: 2872.7 ms [2022-03-01 04:38:33 main:574] : INFO : Epoch 1799 | loss: 0.0311971 | val_loss: 0.0312054 | Time: 2917.32 ms [2022-03-01 04:38:36 main:574] : INFO : Epoch 1800 | loss: 0.0311977 | val_loss: 0.0312087 | Time: 2863.44 ms [2022-03-01 04:38:39 main:574] : INFO : Epoch 1801 | loss: 0.0311991 | val_loss: 0.0312058 | Time: 2907.35 ms [2022-03-01 04:38:42 main:574] : INFO : Epoch 1802 | loss: 0.0312035 | val_loss: 0.031206 | Time: 2913.33 ms [2022-03-01 04:38:45 main:574] : INFO : Epoch 1803 | loss: 0.0311971 | val_loss: 0.0312071 | Time: 2865.66 ms [2022-03-01 04:38:48 main:574] : INFO : Epoch 1804 | loss: 0.0311952 | val_loss: 0.0312068 | Time: 2881.12 ms [2022-03-01 04:38:51 main:574] : INFO : Epoch 1805 | loss: 0.031196 | val_loss: 0.0312113 | Time: 2967.91 ms [2022-03-01 04:38:54 main:574] : INFO : Epoch 1806 | loss: 0.0311968 | val_loss: 0.0312075 | Time: 2939.11 ms [2022-03-01 04:38:57 main:574] : INFO : Epoch 1807 | loss: 0.0311939 | val_loss: 0.0312058 | Time: 3008.11 ms [2022-03-01 04:39:00 main:574] : INFO : Epoch 1808 | loss: 0.0311934 | val_loss: 0.0312061 | Time: 3087.31 ms [2022-03-01 04:39:03 main:574] : INFO : Epoch 1809 | loss: 0.0311936 | val_loss: 0.0312048 | Time: 3023.04 ms [2022-03-01 04:39:06 main:574] : INFO : Epoch 1810 | loss: 0.0311949 | val_loss: 0.031205 | Time: 2923.44 ms [2022-03-01 04:39:09 main:574] : INFO : Epoch 1811 | loss: 0.0311942 | val_loss: 0.0312065 | Time: 2961.18 ms [2022-03-01 04:39:12 main:574] : INFO : Epoch 1812 | loss: 0.0311934 | val_loss: 0.0312072 | Time: 2934.4 ms [2022-03-01 04:39:15 main:574] : INFO : Epoch 1813 | loss: 0.0311926 | val_loss: 0.0312093 | Time: 2974.85 ms [2022-03-01 04:39:18 main:574] : INFO : Epoch 1814 | loss: 0.0311934 | val_loss: 0.0312087 | Time: 2900.9 ms [2022-03-01 04:39:20 main:574] : INFO : Epoch 1815 | loss: 0.0311953 | val_loss: 0.0312099 | Time: 2886.58 ms [2022-03-01 04:39:23 main:574] : INFO : Epoch 1816 | loss: 0.0311957 | val_loss: 0.0312129 | Time: 2901.2 ms [2022-03-01 04:39:26 main:574] : INFO : Epoch 1817 | loss: 0.0311955 | val_loss: 0.0312061 | Time: 2867.48 ms [2022-03-01 04:39:29 main:574] : INFO : Epoch 1818 | loss: 0.0311951 | val_loss: 0.0312102 | Time: 2971.16 ms [2022-03-01 04:39:32 main:574] : INFO : Epoch 1819 | loss: 0.0311944 | val_loss: 0.0312066 | Time: 2863.18 ms [2022-03-01 04:39:35 main:574] : INFO : Epoch 1820 | loss: 0.0311942 | val_loss: 0.0312062 | Time: 2999.99 ms [2022-03-01 04:39:38 main:574] : INFO : Epoch 1821 | loss: 0.0311967 | val_loss: 0.0312052 | Time: 2964.55 ms [2022-03-01 04:39:41 main:574] : INFO : Epoch 1822 | loss: 0.0311964 | val_loss: 0.0312052 | Time: 2923.04 ms [2022-03-01 04:39:44 main:574] : INFO : Epoch 1823 | loss: 0.0311955 | val_loss: 0.0312052 | Time: 2888.53 ms [2022-03-01 04:39:47 main:574] : INFO : Epoch 1824 | loss: 0.031195 | val_loss: 0.0312071 | Time: 2918.12 ms [2022-03-01 04:39:50 main:574] : INFO : Epoch 1825 | loss: 0.0311975 | val_loss: 0.0312055 | Time: 2922.55 ms [2022-03-01 04:39:53 main:574] : INFO : Epoch 1826 | loss: 0.0311957 | val_loss: 0.0312068 | Time: 2907.4 ms [2022-03-01 04:39:55 main:574] : INFO : Epoch 1827 | loss: 0.0311949 | val_loss: 0.0312099 | Time: 2897.14 ms [2022-03-01 04:39:58 main:574] : INFO : Epoch 1828 | loss: 0.0311956 | val_loss: 0.0312094 | Time: 2887.24 ms [2022-03-01 04:40:01 main:574] : INFO : Epoch 1829 | loss: 0.0311957 | val_loss: 0.0312092 | Time: 2982.64 ms [2022-03-01 04:40:04 main:574] : INFO : Epoch 1830 | loss: 0.0311937 | val_loss: 0.0312049 | Time: 3093.15 ms [2022-03-01 04:40:08 main:574] : INFO : Epoch 1831 | loss: 0.0311949 | val_loss: 0.0312116 | Time: 3035.38 ms [2022-03-01 04:40:10 main:574] : INFO : Epoch 1832 | loss: 0.031194 | val_loss: 0.031206 | Time: 2942.75 ms [2022-03-01 04:40:13 main:574] : INFO : Epoch 1833 | loss: 0.0311952 | val_loss: 0.0312052 | Time: 2894.41 ms [2022-03-01 04:40:16 main:574] : INFO : Epoch 1834 | loss: 0.0311951 | val_loss: 0.0312051 | Time: 2910.47 ms [2022-03-01 04:40:19 main:574] : INFO : Epoch 1835 | loss: 0.0311949 | val_loss: 0.0312042 | Time: 2907.84 ms [2022-03-01 04:40:22 main:574] : INFO : Epoch 1836 | loss: 0.0311956 | val_loss: 0.0312061 | Time: 2911.47 ms [2022-03-01 04:40:25 main:574] : INFO : Epoch 1837 | loss: 0.0311949 | val_loss: 0.0312059 | Time: 2898.15 ms [2022-03-01 04:40:28 main:574] : INFO : Epoch 1838 | loss: 0.0311938 | val_loss: 0.0312088 | Time: 2931.41 ms [2022-03-01 04:40:31 main:574] : INFO : Epoch 1839 | loss: 0.0311939 | val_loss: 0.0312045 | Time: 2924.3 ms [2022-03-01 04:40:34 main:574] : INFO : Epoch 1840 | loss: 0.0311928 | val_loss: 0.031206 | Time: 2908.31 ms [2022-03-01 04:40:37 main:574] : INFO : Epoch 1841 | loss: 0.0311942 | val_loss: 0.0312034 | Time: 2950.46 ms [2022-03-01 04:40:40 main:574] : INFO : Epoch 1842 | loss: 0.031193 | val_loss: 0.0312085 | Time: 2885.1 ms [2022-03-01 04:40:42 main:574] : INFO : Epoch 1843 | loss: 0.0311946 | val_loss: 0.0312086 | Time: 2874.57 ms [2022-03-01 04:40:45 main:574] : INFO : Epoch 1844 | loss: 0.0311949 | val_loss: 0.0312063 | Time: 2910.41 ms [2022-03-01 04:40:48 main:574] : INFO : Epoch 1845 | loss: 0.0311948 | val_loss: 0.031204 | Time: 2894.11 ms [2022-03-01 04:40:51 main:574] : INFO : Epoch 1846 | loss: 0.0311996 | val_loss: 0.0312117 | Time: 2931.89 ms [2022-03-01 04:40:54 main:574] : INFO : Epoch 1847 | loss: 0.0312096 | val_loss: 0.0312086 | Time: 2937.13 ms [2022-03-01 04:40:57 main:574] : INFO : Epoch 1848 | loss: 0.0312073 | val_loss: 0.0312086 | Time: 2907.02 ms [2022-03-01 04:41:00 main:574] : INFO : Epoch 1849 | loss: 0.0312032 | val_loss: 0.0312039 | Time: 2844.4 ms [2022-03-01 04:41:03 main:574] : INFO : Epoch 1850 | loss: 0.0312006 | val_loss: 0.031205 | Time: 2872.99 ms [2022-03-01 04:41:06 main:574] : INFO : Epoch 1851 | loss: 0.0311986 | val_loss: 0.0312035 | Time: 2884.46 ms [2022-03-01 04:41:09 main:574] : INFO : Epoch 1852 | loss: 0.0311982 | val_loss: 0.0312041 | Time: 3014 ms [2022-03-01 04:41:12 main:574] : INFO : Epoch 1853 | loss: 0.0311976 | val_loss: 0.0312028 | Time: 3166.12 ms [2022-03-01 04:41:15 main:574] : INFO : Epoch 1854 | loss: 0.0311969 | val_loss: 0.031203 | Time: 2867.45 ms [2022-03-01 04:41:18 main:574] : INFO : Epoch 1855 | loss: 0.031196 | val_loss: 0.0312037 | Time: 2871.33 ms [2022-03-01 04:41:21 main:574] : INFO : Epoch 1856 | loss: 0.0312024 | val_loss: 0.0312137 | Time: 2976.77 ms [2022-03-01 04:41:24 main:574] : INFO : Epoch 1857 | loss: 0.0312056 | val_loss: 0.0312155 | Time: 2955.7 ms [2022-03-01 04:41:27 main:574] : INFO : Epoch 1858 | loss: 0.0312002 | val_loss: 0.0312038 | Time: 2925.81 ms [2022-03-01 04:41:29 main:574] : INFO : Epoch 1859 | loss: 0.0311966 | val_loss: 0.0312029 | Time: 2925.41 ms [2022-03-01 04:41:32 main:574] : INFO : Epoch 1860 | loss: 0.0311971 | val_loss: 0.0312038 | Time: 2864.8 ms [2022-03-01 04:41:35 main:574] : INFO : Epoch 1861 | loss: 0.0311991 | val_loss: 0.0312043 | Time: 2931.44 ms [2022-03-01 04:41:38 main:574] : INFO : Epoch 1862 | loss: 0.0311973 | val_loss: 0.0312035 | Time: 2911.77 ms [2022-03-01 04:41:41 main:574] : INFO : Epoch 1863 | loss: 0.0311963 | val_loss: 0.0312045 | Time: 2882.39 ms [2022-03-01 04:41:44 main:574] : INFO : Epoch 1864 | loss: 0.0311953 | val_loss: 0.031204 | Time: 2904.7 ms [2022-03-01 04:41:47 main:574] : INFO : Epoch 1865 | loss: 0.0311955 | val_loss: 0.0312022 | Time: 2910.19 ms [2022-03-01 04:41:50 main:574] : INFO : Epoch 1866 | loss: 0.0311943 | val_loss: 0.0312027 | Time: 2955.43 ms [2022-03-01 04:41:53 main:574] : INFO : Epoch 1867 | loss: 0.0311936 | val_loss: 0.0312018 | Time: 2993.6 ms [2022-03-01 04:41:56 main:574] : INFO : Epoch 1868 | loss: 0.031194 | val_loss: 0.0312041 | Time: 2917.58 ms [2022-03-01 04:41:59 main:574] : INFO : Epoch 1869 | loss: 0.0311937 | val_loss: 0.0312018 | Time: 2922.35 ms [2022-03-01 04:42:02 main:574] : INFO : Epoch 1870 | loss: 0.0311938 | val_loss: 0.0312028 | Time: 2954.01 ms [2022-03-01 04:42:05 main:574] : INFO : Epoch 1871 | loss: 0.0311936 | val_loss: 0.0312038 | Time: 2935.04 ms [2022-03-01 04:42:08 main:574] : INFO : Epoch 1872 | loss: 0.031193 | val_loss: 0.031202 | Time: 2947.84 ms [2022-03-01 04:42:11 main:574] : INFO : Epoch 1873 | loss: 0.031196 | val_loss: 0.0312015 | Time: 2975.36 ms [2022-03-01 04:42:13 main:574] : INFO : Epoch 1874 | loss: 0.0311933 | val_loss: 0.0312056 | Time: 2939.77 ms [2022-03-01 04:42:17 main:574] : INFO : Epoch 1875 | loss: 0.0311959 | val_loss: 0.0312037 | Time: 3061.81 ms [2022-03-01 04:42:19 main:574] : INFO : Epoch 1876 | loss: 0.0311918 | val_loss: 0.0312014 | Time: 2946.82 ms [2022-03-01 04:42:22 main:574] : INFO : Epoch 1877 | loss: 0.0311927 | val_loss: 0.0312031 | Time: 2907.8 ms [2022-03-01 04:42:25 main:574] : INFO : Epoch 1878 | loss: 0.0311939 | val_loss: 0.0312012 | Time: 2917.04 ms [2022-03-01 04:42:28 main:574] : INFO : Epoch 1879 | loss: 0.0311913 | val_loss: 0.0312035 | Time: 2860.99 ms [2022-03-01 04:42:31 main:574] : INFO : Epoch 1880 | loss: 0.031191 | val_loss: 0.031203 | Time: 2904.81 ms [2022-03-01 04:42:34 main:574] : INFO : Epoch 1881 | loss: 0.0311922 | val_loss: 0.0312018 | Time: 2909.31 ms [2022-03-01 04:42:37 main:574] : INFO : Epoch 1882 | loss: 0.0311901 | val_loss: 0.0312033 | Time: 2916.01 ms [2022-03-01 04:42:40 main:574] : INFO : Epoch 1883 | loss: 0.0311894 | val_loss: 0.0312023 | Time: 2933.37 ms [2022-03-01 04:42:43 main:574] : INFO : Epoch 1884 | loss: 0.0311904 | val_loss: 0.0312046 | Time: 2893.09 ms [2022-03-01 04:42:46 main:574] : INFO : Epoch 1885 | loss: 0.0311918 | val_loss: 0.0312045 | Time: 2876.2 ms [2022-03-01 04:42:49 main:574] : INFO : Epoch 1886 | loss: 0.0311891 | val_loss: 0.0312027 | Time: 2964.5 ms [2022-03-01 04:42:51 main:574] : INFO : Epoch 1887 | loss: 0.0311895 | val_loss: 0.0312023 | Time: 2868.83 ms [2022-03-01 04:42:54 main:574] : INFO : Epoch 1888 | loss: 0.0311903 | val_loss: 0.0312018 | Time: 2859.39 ms [2022-03-01 04:42:57 main:574] : INFO : Epoch 1889 | loss: 0.0311895 | val_loss: 0.0312012 | Time: 2933.97 ms [2022-03-01 04:43:00 main:574] : INFO : Epoch 1890 | loss: 0.0311907 | val_loss: 0.0312026 | Time: 2848.29 ms [2022-03-01 04:43:03 main:574] : INFO : Epoch 1891 | loss: 0.0311931 | val_loss: 0.0312032 | Time: 2897.57 ms [2022-03-01 04:43:06 main:574] : INFO : Epoch 1892 | loss: 0.0311907 | val_loss: 0.0312013 | Time: 2861.83 ms [2022-03-01 04:43:09 main:574] : INFO : Epoch 1893 | loss: 0.0311898 | val_loss: 0.0312016 | Time: 2897.88 ms [2022-03-01 04:43:12 main:574] : INFO : Epoch 1894 | loss: 0.03119 | val_loss: 0.0312028 | Time: 2892.58 ms [2022-03-01 04:43:15 main:574] : INFO : Epoch 1895 | loss: 0.0311907 | val_loss: 0.0312007 | Time: 2949.8 ms [2022-03-01 04:43:17 main:574] : INFO : Epoch 1896 | loss: 0.0311896 | val_loss: 0.0312017 | Time: 2865.58 ms [2022-03-01 04:43:21 main:574] : INFO : Epoch 1897 | loss: 0.0311902 | val_loss: 0.0312014 | Time: 3072.12 ms [2022-03-01 04:43:24 main:574] : INFO : Epoch 1898 | loss: 0.0311888 | val_loss: 0.0312018 | Time: 3079.57 ms [2022-03-01 04:43:27 main:574] : INFO : Epoch 1899 | loss: 0.0311902 | val_loss: 0.0312042 | Time: 2907.99 ms [2022-03-01 04:43:29 main:574] : INFO : Epoch 1900 | loss: 0.0311922 | val_loss: 0.0312051 | Time: 2926.65 ms [2022-03-01 04:43:32 main:574] : INFO : Epoch 1901 | loss: 0.0311925 | val_loss: 0.0312017 | Time: 2898.07 ms [2022-03-01 04:43:35 main:574] : INFO : Epoch 1902 | loss: 0.0311916 | val_loss: 0.0312014 | Time: 2918.26 ms [2022-03-01 04:43:38 main:574] : INFO : Epoch 1903 | loss: 0.0311917 | val_loss: 0.0312012 | Time: 2909.85 ms [2022-03-01 04:43:41 main:574] : INFO : Epoch 1904 | loss: 0.0311922 | val_loss: 0.0312069 | Time: 2899.54 ms [2022-03-01 04:43:44 main:574] : INFO : Epoch 1905 | loss: 0.0311921 | val_loss: 0.0312042 | Time: 2880.62 ms [2022-03-01 04:43:47 main:574] : INFO : Epoch 1906 | loss: 0.0311927 | val_loss: 0.0312013 | Time: 2929.47 ms [2022-03-01 04:43:50 main:574] : INFO : Epoch 1907 | loss: 0.0311913 | val_loss: 0.0312071 | Time: 2877.29 ms [2022-03-01 04:43:53 main:574] : INFO : Epoch 1908 | loss: 0.0311928 | val_loss: 0.0312014 | Time: 2896.88 ms [2022-03-01 04:43:56 main:574] : INFO : Epoch 1909 | loss: 0.0311943 | val_loss: 0.0312021 | Time: 2935.54 ms [2022-03-01 04:43:59 main:574] : INFO : Epoch 1910 | loss: 0.031194 | val_loss: 0.0312036 | Time: 2873.77 ms [2022-03-01 04:44:02 main:574] : INFO : Epoch 1911 | loss: 0.031194 | val_loss: 0.0312043 | Time: 2966.16 ms [2022-03-01 04:44:04 main:574] : INFO : Epoch 1912 | loss: 0.0311917 | val_loss: 0.0312009 | Time: 2930.85 ms [2022-03-01 04:44:07 main:574] : INFO : Epoch 1913 | loss: 0.0311911 | val_loss: 0.0312028 | Time: 2872.46 ms [2022-03-01 04:44:10 main:574] : INFO : Epoch 1914 | loss: 0.0311926 | val_loss: 0.0312047 | Time: 2924.55 ms [2022-03-01 04:44:13 main:574] : INFO : Epoch 1915 | loss: 0.0311915 | val_loss: 0.0312002 | Time: 2849.64 ms [2022-03-01 04:44:16 main:574] : INFO : Epoch 1916 | loss: 0.0311909 | val_loss: 0.0311998 | Time: 2949.42 ms [2022-03-01 04:44:19 main:574] : INFO : Epoch 1917 | loss: 0.0311902 | val_loss: 0.031201 | Time: 2901.41 ms [2022-03-01 04:44:22 main:574] : INFO : Epoch 1918 | loss: 0.0311896 | val_loss: 0.0311997 | Time: 2897.09 ms [2022-03-01 04:44:25 main:574] : INFO : Epoch 1919 | loss: 0.0311889 | val_loss: 0.0312009 | Time: 2955.69 ms [2022-03-01 04:44:28 main:574] : INFO : Epoch 1920 | loss: 0.0311882 | val_loss: 0.0312008 | Time: 3097.3 ms [2022-03-01 04:44:31 main:574] : INFO : Epoch 1921 | loss: 0.0311889 | val_loss: 0.0312029 | Time: 2949.95 ms [2022-03-01 04:44:34 main:574] : INFO : Epoch 1922 | loss: 0.0311903 | val_loss: 0.0312031 | Time: 2894.85 ms [2022-03-01 04:44:37 main:574] : INFO : Epoch 1923 | loss: 0.0311903 | val_loss: 0.0312 | Time: 2977.98 ms [2022-03-01 04:44:40 main:574] : INFO : Epoch 1924 | loss: 0.0311875 | val_loss: 0.0312008 | Time: 2934.17 ms [2022-03-01 04:44:43 main:574] : INFO : Epoch 1925 | loss: 0.0311876 | val_loss: 0.0312013 | Time: 2898.75 ms [2022-03-01 04:44:46 main:574] : INFO : Epoch 1926 | loss: 0.0311873 | val_loss: 0.031201 | Time: 2919.2 ms [2022-03-01 04:44:48 main:574] : INFO : Epoch 1927 | loss: 0.0311876 | val_loss: 0.0312007 | Time: 2950.63 ms [2022-03-01 04:44:51 main:574] : INFO : Epoch 1928 | loss: 0.0311883 | val_loss: 0.0312032 | Time: 2916.02 ms [2022-03-01 04:44:54 main:574] : INFO : Epoch 1929 | loss: 0.0311906 | val_loss: 0.0312021 | Time: 2909.98 ms [2022-03-01 04:44:57 main:574] : INFO : Epoch 1930 | loss: 0.031193 | val_loss: 0.0312006 | Time: 2957.34 ms [2022-03-01 04:45:00 main:574] : INFO : Epoch 1931 | loss: 0.0311921 | val_loss: 0.0312008 | Time: 2906.15 ms [2022-03-01 04:45:03 main:574] : INFO : Epoch 1932 | loss: 0.0311919 | val_loss: 0.0311992 | Time: 2874.58 ms [2022-03-01 04:45:06 main:574] : INFO : Epoch 1933 | loss: 0.0311899 | val_loss: 0.0311986 | Time: 2907.43 ms [2022-03-01 04:45:09 main:574] : INFO : Epoch 1934 | loss: 0.031189 | val_loss: 0.0312 | Time: 2928.75 ms [2022-03-01 04:45:12 main:574] : INFO : Epoch 1935 | loss: 0.031189 | val_loss: 0.031201 | Time: 2928.88 ms [2022-03-01 04:45:15 main:574] : INFO : Epoch 1936 | loss: 0.0311907 | val_loss: 0.0311998 | Time: 2856.12 ms [2022-03-01 04:45:18 main:574] : INFO : Epoch 1937 | loss: 0.031189 | val_loss: 0.0312001 | Time: 2917.12 ms [2022-03-01 04:45:21 main:574] : INFO : Epoch 1938 | loss: 0.0311892 | val_loss: 0.0312008 | Time: 2904.15 ms [2022-03-01 04:45:23 main:574] : INFO : Epoch 1939 | loss: 0.0311931 | val_loss: 0.0312017 | Time: 2883.83 ms [2022-03-01 04:45:26 main:574] : INFO : Epoch 1940 | loss: 0.0311921 | val_loss: 0.031199 | Time: 2909.76 ms [2022-03-01 04:45:29 main:574] : INFO : Epoch 1941 | loss: 0.0311908 | val_loss: 0.0312008 | Time: 2960.06 ms [2022-03-01 04:45:32 main:574] : INFO : Epoch 1942 | loss: 0.0311914 | val_loss: 0.0311991 | Time: 2990.4 ms [2022-03-01 04:45:35 main:574] : INFO : Epoch 1943 | loss: 0.0311928 | val_loss: 0.0312057 | Time: 2967.75 ms [2022-03-01 04:45:38 main:574] : INFO : Epoch 1944 | loss: 0.0311935 | val_loss: 0.0311993 | Time: 2915.06 ms [2022-03-01 04:45:41 main:574] : INFO : Epoch 1945 | loss: 0.0311908 | val_loss: 0.0311974 | Time: 2891.77 ms [2022-03-01 04:45:44 main:574] : INFO : Epoch 1946 | loss: 0.0311917 | val_loss: 0.0311988 | Time: 2897.76 ms [2022-03-01 04:45:47 main:574] : INFO : Epoch 1947 | loss: 0.0311925 | val_loss: 0.0312001 | Time: 2905.77 ms [2022-03-01 04:45:50 main:574] : INFO : Epoch 1948 | loss: 0.0311956 | val_loss: 0.0312004 | Time: 2902.33 ms [2022-03-01 04:45:53 main:574] : INFO : Epoch 1949 | loss: 0.0311947 | val_loss: 0.0311992 | Time: 2953 ms [2022-03-01 04:45:56 main:574] : INFO : Epoch 1950 | loss: 0.0311931 | val_loss: 0.031197 | Time: 2956.18 ms [2022-03-01 04:45:59 main:574] : INFO : Epoch 1951 | loss: 0.0311933 | val_loss: 0.0312048 | Time: 2939.65 ms [2022-03-01 04:46:02 main:574] : INFO : Epoch 1952 | loss: 0.0311918 | val_loss: 0.0312007 | Time: 2938.56 ms [2022-03-01 04:46:05 main:574] : INFO : Epoch 1953 | loss: 0.0311899 | val_loss: 0.0311984 | Time: 2921.85 ms [2022-03-01 04:46:07 main:574] : INFO : Epoch 1954 | loss: 0.0311898 | val_loss: 0.0311983 | Time: 2941.94 ms [2022-03-01 04:46:10 main:574] : INFO : Epoch 1955 | loss: 0.0311899 | val_loss: 0.0311961 | Time: 2913.72 ms [2022-03-01 04:46:13 main:574] : INFO : Epoch 1956 | loss: 0.0311895 | val_loss: 0.0311968 | Time: 2890.15 ms [2022-03-01 04:46:16 main:574] : INFO : Epoch 1957 | loss: 0.0311894 | val_loss: 0.0311958 | Time: 2923.42 ms [2022-03-01 04:46:19 main:574] : INFO : Epoch 1958 | loss: 0.0311887 | val_loss: 0.0311979 | Time: 2879.84 ms [2022-03-01 04:46:22 main:574] : INFO : Epoch 1959 | loss: 0.0311877 | val_loss: 0.0311972 | Time: 2900.86 ms [2022-03-01 04:46:25 main:574] : INFO : Epoch 1960 | loss: 0.0311876 | val_loss: 0.0311968 | Time: 2894.22 ms [2022-03-01 04:46:28 main:574] : INFO : Epoch 1961 | loss: 0.0311893 | val_loss: 0.0311982 | Time: 2913.03 ms [2022-03-01 04:46:31 main:574] : INFO : Epoch 1962 | loss: 0.0311881 | val_loss: 0.0311991 | Time: 2900.72 ms [2022-03-01 04:46:34 main:574] : INFO : Epoch 1963 | loss: 0.0311877 | val_loss: 0.0311994 | Time: 2898.71 ms [2022-03-01 04:46:37 main:574] : INFO : Epoch 1964 | loss: 0.0311872 | val_loss: 0.0311978 | Time: 2927 ms [2022-03-01 04:46:40 main:574] : INFO : Epoch 1965 | loss: 0.0311875 | val_loss: 0.0311974 | Time: 3050.03 ms [2022-03-01 04:46:43 main:574] : INFO : Epoch 1966 | loss: 0.0311866 | val_loss: 0.0311966 | Time: 2961.33 ms [2022-03-01 04:46:45 main:574] : INFO : Epoch 1967 | loss: 0.0311859 | val_loss: 0.0311978 | Time: 2888.33 ms [2022-03-01 04:46:48 main:574] : INFO : Epoch 1968 | loss: 0.0311862 | val_loss: 0.0311978 | Time: 2903.98 ms [2022-03-01 04:46:51 main:574] : INFO : Epoch 1969 | loss: 0.0311855 | val_loss: 0.0311968 | Time: 3019.82 ms [2022-03-01 04:46:54 main:574] : INFO : Epoch 1970 | loss: 0.0311858 | val_loss: 0.0311978 | Time: 3035.98 ms [2022-03-01 04:46:57 main:574] : INFO : Epoch 1971 | loss: 0.0311867 | val_loss: 0.0311975 | Time: 3022.63 ms [2022-03-01 04:47:00 main:574] : INFO : Epoch 1972 | loss: 0.0311856 | val_loss: 0.0311966 | Time: 2940.13 ms [2022-03-01 04:47:03 main:574] : INFO : Epoch 1973 | loss: 0.0311853 | val_loss: 0.031196 | Time: 3009.78 ms [2022-03-01 04:47:06 main:574] : INFO : Epoch 1974 | loss: 0.03119 | val_loss: 0.0312077 | Time: 2913.23 ms [2022-03-01 04:47:10 main:574] : INFO : Epoch 1975 | loss: 0.0311885 | val_loss: 0.0311995 | Time: 3326.87 ms [2022-03-01 04:47:13 main:574] : INFO : Epoch 1976 | loss: 0.0311853 | val_loss: 0.0311997 | Time: 3083.81 ms [2022-03-01 04:47:16 main:574] : INFO : Epoch 1977 | loss: 0.0311862 | val_loss: 0.0311976 | Time: 3069.25 ms [2022-03-01 04:47:19 main:574] : INFO : Epoch 1978 | loss: 0.0311849 | val_loss: 0.0311999 | Time: 3085.27 ms [2022-03-01 04:47:23 main:574] : INFO : Epoch 1979 | loss: 0.0311841 | val_loss: 0.0312004 | Time: 3745.25 ms [2022-03-01 04:47:26 main:574] : INFO : Epoch 1980 | loss: 0.0311867 | val_loss: 0.0311975 | Time: 3053.59 ms [2022-03-01 04:47:29 main:574] : INFO : Epoch 1981 | loss: 0.0311882 | val_loss: 0.0312075 | Time: 3141.24 ms [2022-03-01 04:47:32 main:574] : INFO : Epoch 1982 | loss: 0.0311893 | val_loss: 0.0311994 | Time: 3104.9 ms [2022-03-01 04:47:35 main:574] : INFO : Epoch 1983 | loss: 0.0311876 | val_loss: 0.0311978 | Time: 2925.59 ms [2022-03-01 04:47:38 main:574] : INFO : Epoch 1984 | loss: 0.0311874 | val_loss: 0.0311985 | Time: 2924.36 ms [2022-03-01 04:47:41 main:574] : INFO : Epoch 1985 | loss: 0.0311887 | val_loss: 0.0312038 | Time: 2877 ms [2022-03-01 04:47:44 main:574] : INFO : Epoch 1986 | loss: 0.0311919 | val_loss: 0.0311976 | Time: 2965.12 ms [2022-03-01 04:47:47 main:574] : INFO : Epoch 1987 | loss: 0.0311883 | val_loss: 0.0311974 | Time: 3060.31 ms [2022-03-01 04:47:50 main:574] : INFO : Epoch 1988 | loss: 0.0311882 | val_loss: 0.0311996 | Time: 2906.66 ms [2022-03-01 04:47:53 main:574] : INFO : Epoch 1989 | loss: 0.031187 | val_loss: 0.0311966 | Time: 2906.47 ms [2022-03-01 04:47:56 main:574] : INFO : Epoch 1990 | loss: 0.0311864 | val_loss: 0.0311974 | Time: 2940.91 ms [2022-03-01 04:47:58 main:574] : INFO : Epoch 1991 | loss: 0.0311875 | val_loss: 0.0311975 | Time: 2890.86 ms [2022-03-01 04:48:01 main:574] : INFO : Epoch 1992 | loss: 0.0311871 | val_loss: 0.0311967 | Time: 2914.69 ms [2022-03-01 04:48:04 main:574] : INFO : Epoch 1993 | loss: 0.0311857 | val_loss: 0.031197 | Time: 2903.45 ms [2022-03-01 04:48:07 main:574] : INFO : Epoch 1994 | loss: 0.0311849 | val_loss: 0.0311981 | Time: 2913.36 ms [2022-03-01 04:48:10 main:574] : INFO : Epoch 1995 | loss: 0.0311853 | val_loss: 0.0311987 | Time: 2863.37 ms [2022-03-01 04:48:13 main:574] : INFO : Epoch 1996 | loss: 0.031186 | val_loss: 0.0311999 | Time: 2935.03 ms [2022-03-01 04:48:16 main:574] : INFO : Epoch 1997 | loss: 0.0311856 | val_loss: 0.0311965 | Time: 3008.84 ms [2022-03-01 04:48:19 main:574] : INFO : Epoch 1998 | loss: 0.0311841 | val_loss: 0.0311982 | Time: 2961.1 ms [2022-03-01 04:48:22 main:574] : INFO : Epoch 1999 | loss: 0.0311849 | val_loss: 0.0311977 | Time: 2892.56 ms [2022-03-01 04:48:25 main:574] : INFO : Epoch 2000 | loss: 0.0311852 | val_loss: 0.0311971 | Time: 2917.55 ms [2022-03-01 04:48:28 main:574] : INFO : Epoch 2001 | loss: 0.0311845 | val_loss: 0.0311991 | Time: 2974.07 ms [2022-03-01 04:48:31 main:574] : INFO : Epoch 2002 | loss: 0.0311848 | val_loss: 0.0312013 | Time: 2917.84 ms [2022-03-01 04:48:34 main:574] : INFO : Epoch 2003 | loss: 0.0311874 | val_loss: 0.031199 | Time: 2895.06 ms [2022-03-01 04:48:37 main:574] : INFO : Epoch 2004 | loss: 0.0311857 | val_loss: 0.0311968 | Time: 2961.25 ms [2022-03-01 04:48:39 main:574] : INFO : Epoch 2005 | loss: 0.0311857 | val_loss: 0.0311967 | Time: 2938.99 ms [2022-03-01 04:48:42 main:574] : INFO : Epoch 2006 | loss: 0.0311839 | val_loss: 0.0311986 | Time: 2899.05 ms [2022-03-01 04:48:45 main:574] : INFO : Epoch 2007 | loss: 0.031183 | val_loss: 0.0311977 | Time: 2887.4 ms [2022-03-01 04:48:48 main:574] : INFO : Epoch 2008 | loss: 0.0311843 | val_loss: 0.0311975 | Time: 3029.64 ms [2022-03-01 04:48:51 main:574] : INFO : Epoch 2009 | loss: 0.0311911 | val_loss: 0.0312036 | Time: 3064.35 ms [2022-03-01 04:48:54 main:574] : INFO : Epoch 2010 | loss: 0.031192 | val_loss: 0.0312005 | Time: 2968.25 ms [2022-03-01 04:48:57 main:574] : INFO : Epoch 2011 | loss: 0.0311941 | val_loss: 0.0311996 | Time: 2876.45 ms [2022-03-01 04:49:00 main:574] : INFO : Epoch 2012 | loss: 0.0311934 | val_loss: 0.0311997 | Time: 2943.16 ms [2022-03-01 04:49:03 main:574] : INFO : Epoch 2013 | loss: 0.0311918 | val_loss: 0.0311994 | Time: 2894.68 ms [2022-03-01 04:49:06 main:574] : INFO : Epoch 2014 | loss: 0.0311927 | val_loss: 0.0312013 | Time: 2872.8 ms [2022-03-01 04:49:09 main:574] : INFO : Epoch 2015 | loss: 0.0311904 | val_loss: 0.0311994 | Time: 2857.71 ms [2022-03-01 04:49:12 main:574] : INFO : Epoch 2016 | loss: 0.0311912 | val_loss: 0.0311982 | Time: 2867.1 ms [2022-03-01 04:49:15 main:574] : INFO : Epoch 2017 | loss: 0.0311882 | val_loss: 0.0311976 | Time: 2928.67 ms [2022-03-01 04:49:18 main:574] : INFO : Epoch 2018 | loss: 0.0311872 | val_loss: 0.0311988 | Time: 2959.03 ms [2022-03-01 04:49:20 main:574] : INFO : Epoch 2019 | loss: 0.0311866 | val_loss: 0.0311966 | Time: 2875.71 ms [2022-03-01 04:49:23 main:574] : INFO : Epoch 2020 | loss: 0.0311867 | val_loss: 0.0311976 | Time: 2911.36 ms [2022-03-01 04:49:26 main:574] : INFO : Epoch 2021 | loss: 0.0311861 | val_loss: 0.0311957 | Time: 2874.5 ms [2022-03-01 04:49:29 main:574] : INFO : Epoch 2022 | loss: 0.0311862 | val_loss: 0.031196 | Time: 2935.92 ms [2022-03-01 04:49:32 main:574] : INFO : Epoch 2023 | loss: 0.0312028 | val_loss: 0.0312154 | Time: 2883.27 ms [2022-03-01 04:49:35 main:574] : INFO : Epoch 2024 | loss: 0.0312136 | val_loss: 0.0312098 | Time: 3119.23 ms [2022-03-01 04:49:38 main:574] : INFO : Epoch 2025 | loss: 0.0312083 | val_loss: 0.0312146 | Time: 2922.57 ms [2022-03-01 04:49:41 main:574] : INFO : Epoch 2026 | loss: 0.0312071 | val_loss: 0.0312038 | Time: 2903.19 ms [2022-03-01 04:49:44 main:574] : INFO : Epoch 2027 | loss: 0.0312004 | val_loss: 0.0312043 | Time: 2956.89 ms [2022-03-01 04:49:47 main:574] : INFO : Epoch 2028 | loss: 0.0311974 | val_loss: 0.031202 | Time: 2920.42 ms [2022-03-01 04:49:50 main:574] : INFO : Epoch 2029 | loss: 0.0311978 | val_loss: 0.0312023 | Time: 2960.52 ms [2022-03-01 04:49:53 main:574] : INFO : Epoch 2030 | loss: 0.0311968 | val_loss: 0.0312024 | Time: 2950.46 ms [2022-03-01 04:49:56 main:574] : INFO : Epoch 2031 | loss: 0.0311956 | val_loss: 0.0311997 | Time: 3059.08 ms [2022-03-01 04:49:59 main:574] : INFO : Epoch 2032 | loss: 0.0311939 | val_loss: 0.0312012 | Time: 3101.15 ms [2022-03-01 04:50:02 main:574] : INFO : Epoch 2033 | loss: 0.0311944 | val_loss: 0.0312012 | Time: 2869.52 ms [2022-03-01 04:50:05 main:574] : INFO : Epoch 2034 | loss: 0.031193 | val_loss: 0.0312014 | Time: 2924.65 ms [2022-03-01 04:50:08 main:574] : INFO : Epoch 2035 | loss: 0.0311927 | val_loss: 0.0312009 | Time: 2902.9 ms [2022-03-01 04:50:11 main:574] : INFO : Epoch 2036 | loss: 0.031193 | val_loss: 0.031201 | Time: 2900.36 ms [2022-03-01 04:50:14 main:574] : INFO : Epoch 2037 | loss: 0.0311927 | val_loss: 0.0311992 | Time: 2936.49 ms [2022-03-01 04:50:16 main:574] : INFO : Epoch 2038 | loss: 0.0311905 | val_loss: 0.0312001 | Time: 2932.2 ms [2022-03-01 04:50:19 main:574] : INFO : Epoch 2039 | loss: 0.0311926 | val_loss: 0.031203 | Time: 2935.93 ms [2022-03-01 04:50:22 main:574] : INFO : Epoch 2040 | loss: 0.0311913 | val_loss: 0.0311991 | Time: 2887.77 ms [2022-03-01 04:50:25 main:574] : INFO : Epoch 2041 | loss: 0.0311905 | val_loss: 0.0312035 | Time: 2885.78 ms [2022-03-01 04:50:28 main:574] : INFO : Epoch 2042 | loss: 0.0311918 | val_loss: 0.0311989 | Time: 2962.44 ms [2022-03-01 04:50:31 main:574] : INFO : Epoch 2043 | loss: 0.0311919 | val_loss: 0.0311994 | Time: 2909.34 ms [2022-03-01 04:50:34 main:574] : INFO : Epoch 2044 | loss: 0.0311906 | val_loss: 0.0312003 | Time: 2930.19 ms [2022-03-01 04:50:37 main:574] : INFO : Epoch 2045 | loss: 0.0311895 | val_loss: 0.0311988 | Time: 2895.53 ms [2022-03-01 04:50:40 main:574] : INFO : Epoch 2046 | loss: 0.0311904 | val_loss: 0.0312002 | Time: 2853.58 ms [2022-03-01 04:50:43 main:574] : INFO : Epoch 2047 | loss: 0.0311896 | val_loss: 0.0312056 | Time: 2906.5 ms [2022-03-01 04:50:46 main:574] : INFO : Epoch 2048 | loss: 0.0311912 | val_loss: 0.0312009 | Time: 2887.51 ms [2022-03-01 04:50:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312009 [2022-03-01 04:50:46 main:603] : INFO : Saving end state to config to file [2022-03-01 04:50:46 main:608] : INFO : Success, exiting.. 04:50:46 (19852): 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)