Task 8877517
| Name | ParityModified-1636226629-17044-0_1 |
| Workunit | 6202493 |
| Created | 11 Nov 2021, 16:15:29 UTC |
| Sent | 11 Nov 2021, 17:32:29 UTC |
| Report deadline | 19 Nov 2021, 17:32:29 UTC |
| Received | 11 Nov 2021, 20:33:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8447 |
| Run time | 1 hours 42 min 54 sec |
| CPU time | 1 hours 41 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,982.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.49 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0310382 | val_loss: 0.031187 | Time: 2969.14 ms [2021-11-11 13:07:11 main:574] : INFO : Epoch 1543 | loss: 0.0310291 | val_loss: 0.0312033 | Time: 2986.97 ms [2021-11-11 13:07:14 main:574] : INFO : Epoch 1544 | loss: 0.0310295 | val_loss: 0.0312042 | Time: 2964.53 ms [2021-11-11 13:07:17 main:574] : INFO : Epoch 1545 | loss: 0.0310348 | val_loss: 0.0311928 | Time: 2962.69 ms [2021-11-11 13:07:20 main:574] : INFO : Epoch 1546 | loss: 0.0310341 | val_loss: 0.0311947 | Time: 2975.98 ms [2021-11-11 13:07:23 main:574] : INFO : Epoch 1547 | loss: 0.0310341 | val_loss: 0.0311934 | Time: 3006.91 ms [2021-11-11 13:07:26 main:574] : INFO : Epoch 1548 | loss: 0.0310277 | val_loss: 0.0312139 | Time: 2980.97 ms [2021-11-11 13:07:29 main:574] : INFO : Epoch 1549 | loss: 0.0310296 | val_loss: 0.0311984 | Time: 3009.72 ms [2021-11-11 13:07:32 main:574] : INFO : Epoch 1550 | loss: 0.0310328 | val_loss: 0.0312091 | Time: 2990.81 ms [2021-11-11 13:07:35 main:574] : INFO : Epoch 1551 | loss: 0.0310323 | val_loss: 0.0311837 | Time: 2981.69 ms [2021-11-11 13:07:38 main:574] : INFO : Epoch 1552 | loss: 0.0310362 | val_loss: 0.0312068 | Time: 3003.93 ms [2021-11-11 13:07:41 main:574] : INFO : Epoch 1553 | loss: 0.0310343 | val_loss: 0.0311919 | Time: 2983.37 ms [2021-11-11 13:07:44 main:574] : INFO : Epoch 1554 | loss: 0.0310317 | val_loss: 0.0311958 | Time: 2978.69 ms [2021-11-11 13:07:47 main:574] : INFO : Epoch 1555 | loss: 0.0310345 | val_loss: 0.0311955 | Time: 3009.6 ms [2021-11-11 13:07:50 main:574] : INFO : Epoch 1556 | loss: 0.0310334 | val_loss: 0.0312 | Time: 3000.43 ms [2021-11-11 13:07:53 main:574] : INFO : Epoch 1557 | loss: 0.0310275 | val_loss: 0.0312004 | Time: 2981.02 ms [2021-11-11 13:07:56 main:574] : INFO : Epoch 1558 | loss: 0.0310336 | val_loss: 0.0311816 | Time: 2979.11 ms [2021-11-11 13:07:59 main:574] : INFO : Epoch 1559 | loss: 0.0310388 | val_loss: 0.0311939 | Time: 2983.81 ms [2021-11-11 13:08:02 main:574] : INFO : Epoch 1560 | loss: 0.031035 | val_loss: 0.0312015 | Time: 3011.35 ms [2021-11-11 13:08:05 main:574] : INFO : Epoch 1561 | loss: 0.0310391 | val_loss: 0.0312021 | Time: 3019.92 ms [2021-11-11 13:08:08 main:574] : INFO : Epoch 1562 | loss: 0.0310399 | val_loss: 0.0311974 | Time: 3002.57 ms [2021-11-11 13:08:11 main:574] : INFO : Epoch 1563 | loss: 0.0310389 | val_loss: 0.0312027 | Time: 3010.12 ms [2021-11-11 13:08:14 main:574] : INFO : Epoch 1564 | loss: 0.0310335 | val_loss: 0.0312005 | Time: 2972.8 ms [2021-11-11 13:08:17 main:574] : INFO : Epoch 1565 | loss: 0.0310318 | val_loss: 0.0311989 | Time: 2976.76 ms [2021-11-11 13:08:20 main:574] : INFO : Epoch 1566 | loss: 0.0310321 | val_loss: 0.0311992 | Time: 2990.78 ms [2021-11-11 13:08:23 main:574] : INFO : Epoch 1567 | loss: 0.0310313 | val_loss: 0.0311951 | Time: 2966.02 ms [2021-11-11 13:08:26 main:574] : INFO : Epoch 1568 | loss: 0.0310306 | val_loss: 0.0311814 | Time: 2970.99 ms [2021-11-11 13:08:29 main:574] : INFO : Epoch 1569 | loss: 0.0310306 | val_loss: 0.0311836 | Time: 3018.59 ms [2021-11-11 13:08:32 main:574] : INFO : Epoch 1570 | loss: 0.0310285 | val_loss: 0.0311929 | Time: 3030.07 ms [2021-11-11 13:08:35 main:574] : INFO : Epoch 1571 | loss: 0.0310278 | val_loss: 0.0312032 | Time: 2990.47 ms [2021-11-11 13:08:38 main:574] : INFO : Epoch 1572 | loss: 0.0310357 | val_loss: 0.0312095 | Time: 2993.98 ms [2021-11-11 13:08:41 main:574] : INFO : Epoch 1573 | loss: 0.0310337 | val_loss: 0.031205 | Time: 3005.7 ms [2021-11-11 13:08:44 main:574] : INFO : Epoch 1574 | loss: 0.0310407 | val_loss: 0.0312211 | Time: 3007.12 ms [2021-11-11 13:08:47 main:574] : INFO : Epoch 1575 | loss: 0.0310295 | val_loss: 0.0311914 | Time: 3032.7 ms [2021-11-11 13:08:50 main:574] : INFO : Epoch 1576 | loss: 0.0310328 | val_loss: 0.0311897 | Time: 3018.63 ms [2021-11-11 13:08:53 main:574] : INFO : Epoch 1577 | loss: 0.0310378 | val_loss: 0.0312171 | Time: 2995.18 ms [2021-11-11 13:08:56 main:574] : INFO : Epoch 1578 | loss: 0.0310366 | val_loss: 0.0311976 | Time: 3024.16 ms [2021-11-11 13:08:59 main:574] : INFO : Epoch 1579 | loss: 0.0310293 | val_loss: 0.0312229 | Time: 2995.99 ms [2021-11-11 13:09:02 main:574] : INFO : Epoch 1580 | loss: 0.031027 | val_loss: 0.0311956 | Time: 2978.87 ms [2021-11-11 13:09:05 main:574] : INFO : Epoch 1581 | loss: 0.0310254 | val_loss: 0.0311901 | Time: 2967.75 ms [2021-11-11 13:09:08 main:574] : INFO : Epoch 1582 | loss: 0.0310261 | val_loss: 0.0311837 | Time: 2985.49 ms [2021-11-11 13:09:11 main:574] : INFO : Epoch 1583 | loss: 0.0310246 | val_loss: 0.0312057 | Time: 2985.2 ms [2021-11-11 13:09:14 main:574] : INFO : Epoch 1584 | loss: 0.0310279 | val_loss: 0.0311844 | Time: 2981.2 ms [2021-11-11 13:09:17 main:574] : INFO : Epoch 1585 | loss: 0.0310348 | val_loss: 0.0311802 | Time: 2977.4 ms [2021-11-11 13:09:20 main:574] : INFO : Epoch 1586 | loss: 0.0310383 | val_loss: 0.0312001 | Time: 2999.69 ms [2021-11-11 13:09:23 main:574] : INFO : Epoch 1587 | loss: 0.0310329 | val_loss: 0.0312019 | Time: 2991.05 ms [2021-11-11 13:09:26 main:574] : INFO : Epoch 1588 | loss: 0.0310384 | val_loss: 0.0311977 | Time: 2965.56 ms [2021-11-11 13:09:29 main:574] : INFO : Epoch 1589 | loss: 0.031026 | val_loss: 0.0311888 | Time: 3032.78 ms [2021-11-11 13:09:32 main:574] : INFO : Epoch 1590 | loss: 0.0310281 | val_loss: 0.0311836 | Time: 3003.53 ms [2021-11-11 13:09:35 main:574] : INFO : Epoch 1591 | loss: 0.031024 | val_loss: 0.0311965 | Time: 3000.28 ms [2021-11-11 13:09:38 main:574] : INFO : Epoch 1592 | loss: 0.0310356 | val_loss: 0.0311889 | Time: 2962.73 ms [2021-11-11 13:09:41 main:574] : INFO : Epoch 1593 | loss: 0.0310332 | val_loss: 0.0312108 | Time: 2998.62 ms [2021-11-11 13:09:44 main:574] : INFO : Epoch 1594 | loss: 0.0310285 | val_loss: 0.0311987 | Time: 3013.59 ms [2021-11-11 13:09:47 main:574] : INFO : Epoch 1595 | loss: 0.0310363 | val_loss: 0.0312009 | Time: 2996.83 ms [2021-11-11 13:09:50 main:574] : INFO : Epoch 1596 | loss: 0.0310291 | val_loss: 0.0312058 | Time: 3001.04 ms [2021-11-11 13:09:53 main:574] : INFO : Epoch 1597 | loss: 0.0310268 | val_loss: 0.0312029 | Time: 3004.38 ms [2021-11-11 13:09:56 main:574] : INFO : Epoch 1598 | loss: 0.0310271 | val_loss: 0.0311907 | Time: 3001.89 ms [2021-11-11 13:09:59 main:574] : INFO : Epoch 1599 | loss: 0.0310244 | val_loss: 0.0312082 | Time: 2983.88 ms [2021-11-11 13:10:02 main:574] : INFO : Epoch 1600 | loss: 0.0310281 | val_loss: 0.0312019 | Time: 2970.8 ms [2021-11-11 13:10:05 main:574] : INFO : Epoch 1601 | loss: 0.0310284 | val_loss: 0.0311841 | Time: 2988.73 ms [2021-11-11 13:10:08 main:574] : INFO : Epoch 1602 | loss: 0.0310267 | val_loss: 0.0311989 | Time: 2961.63 ms [2021-11-11 13:10:11 main:574] : INFO : Epoch 1603 | loss: 0.0310138 | val_loss: 0.0312159 | Time: 2990.27 ms [2021-11-11 13:10:14 main:574] : INFO : Epoch 1604 | loss: 0.0310462 | val_loss: 0.0311947 | Time: 2973.88 ms [2021-11-11 13:10:17 main:574] : INFO : Epoch 1605 | loss: 0.0310583 | val_loss: 0.0311846 | Time: 2956.15 ms [2021-11-11 13:10:20 main:574] : INFO : Epoch 1606 | loss: 0.0310318 | val_loss: 0.0311998 | Time: 2990.4 ms [2021-11-11 13:10:23 main:574] : INFO : Epoch 1607 | loss: 0.0310216 | val_loss: 0.0312086 | Time: 2975.86 ms [2021-11-11 13:10:26 main:574] : INFO : Epoch 1608 | loss: 0.0310159 | val_loss: 0.0312265 | Time: 2961.29 ms [2021-11-11 13:10:29 main:574] : INFO : Epoch 1609 | loss: 0.0310189 | val_loss: 0.0312094 | Time: 2987.31 ms [2021-11-11 13:10:32 main:574] : INFO : Epoch 1610 | loss: 0.0310275 | val_loss: 0.0311908 | Time: 2992.81 ms [2021-11-11 13:10:35 main:574] : INFO : Epoch 1611 | loss: 0.0310287 | val_loss: 0.0311863 | Time: 3006.68 ms [2021-11-11 13:10:38 main:574] : INFO : Epoch 1612 | loss: 0.0310263 | val_loss: 0.031208 | Time: 3013.82 ms [2021-11-11 13:10:41 main:574] : INFO : Epoch 1613 | loss: 0.0310234 | val_loss: 0.0312084 | Time: 2999.51 ms [2021-11-11 13:10:44 main:574] : INFO : Epoch 1614 | loss: 0.0310235 | val_loss: 0.0312065 | Time: 2988.12 ms [2021-11-11 13:10:47 main:574] : INFO : Epoch 1615 | loss: 0.0310118 | val_loss: 0.0312048 | Time: 2957.82 ms [2021-11-11 13:10:50 main:574] : INFO : Epoch 1616 | loss: 0.0310202 | val_loss: 0.0312005 | Time: 2952.1 ms [2021-11-11 13:10:53 main:574] : INFO : Epoch 1617 | loss: 0.0310273 | val_loss: 0.0311938 | Time: 3002.48 ms [2021-11-11 13:10:56 main:574] : INFO : Epoch 1618 | loss: 0.0310185 | val_loss: 0.0311895 | Time: 2993.57 ms [2021-11-11 13:10:59 main:574] : INFO : Epoch 1619 | loss: 0.0310174 | val_loss: 0.0312011 | Time: 2961.43 ms [2021-11-11 13:11:02 main:574] : INFO : Epoch 1620 | loss: 0.0310248 | val_loss: 0.0312102 | Time: 2961.71 ms [2021-11-11 13:11:05 main:574] : INFO : Epoch 1621 | loss: 0.0310179 | val_loss: 0.0312184 | Time: 2973.29 ms [2021-11-11 13:11:08 main:574] : INFO : Epoch 1622 | loss: 0.031022 | val_loss: 0.0312031 | Time: 2976.84 ms [2021-11-11 13:11:11 main:574] : INFO : Epoch 1623 | loss: 0.031021 | val_loss: 0.0311889 | Time: 2964.73 ms [2021-11-11 13:11:14 main:574] : INFO : Epoch 1624 | loss: 0.0310226 | val_loss: 0.031193 | Time: 2961.49 ms [2021-11-11 13:11:17 main:574] : INFO : Epoch 1625 | loss: 0.0310203 | val_loss: 0.0311968 | Time: 2999.11 ms [2021-11-11 13:11:20 main:574] : INFO : Epoch 1626 | loss: 0.0310154 | val_loss: 0.0312048 | Time: 2999.46 ms [2021-11-11 13:11:23 main:574] : INFO : Epoch 1627 | loss: 0.0310201 | val_loss: 0.0311963 | Time: 3000.97 ms [2021-11-11 13:11:26 main:574] : INFO : Epoch 1628 | loss: 0.0310127 | val_loss: 0.0311897 | Time: 3001.96 ms [2021-11-11 13:11:29 main:574] : INFO : Epoch 1629 | loss: 0.031024 | val_loss: 0.031207 | Time: 3023.35 ms [2021-11-11 13:11:32 main:574] : INFO : Epoch 1630 | loss: 0.031098 | val_loss: 0.0311667 | Time: 2996.77 ms [2021-11-11 13:11:35 main:574] : INFO : Epoch 1631 | loss: 0.0311154 | val_loss: 0.0311599 | Time: 2992.15 ms [2021-11-11 13:11:38 main:574] : INFO : Epoch 1632 | loss: 0.0310908 | val_loss: 0.0311639 | Time: 3012.08 ms [2021-11-11 13:11:41 main:574] : INFO : Epoch 1633 | loss: 0.0310689 | val_loss: 0.0311696 | Time: 3006.18 ms [2021-11-11 13:11:44 main:574] : INFO : Epoch 1634 | loss: 0.0310514 | val_loss: 0.0311843 | Time: 2981.18 ms [2021-11-11 13:11:47 main:574] : INFO : Epoch 1635 | loss: 0.0310373 | val_loss: 0.0312035 | Time: 3016.28 ms [2021-11-11 13:11:50 main:574] : INFO : Epoch 1636 | loss: 0.0310285 | val_loss: 0.0312021 | Time: 2991.82 ms [2021-11-11 13:11:53 main:574] : INFO : Epoch 1637 | loss: 0.0310218 | val_loss: 0.0312189 | Time: 3010.03 ms [2021-11-11 13:11:56 main:574] : INFO : Epoch 1638 | loss: 0.031021 | val_loss: 0.0311955 | Time: 3006.17 ms [2021-11-11 13:11:59 main:574] : INFO : Epoch 1639 | loss: 0.0310303 | val_loss: 0.0311925 | Time: 2982.86 ms [2021-11-11 13:12:02 main:574] : INFO : Epoch 1640 | loss: 0.0310331 | val_loss: 0.0311806 | Time: 2962.96 ms [2021-11-11 13:12:05 main:574] : INFO : Epoch 1641 | loss: 0.0310237 | val_loss: 0.0311926 | Time: 2988.54 ms [2021-11-11 13:12:08 main:574] : INFO : Epoch 1642 | loss: 0.0310207 | val_loss: 0.0312033 | Time: 3004.41 ms [2021-11-11 13:12:11 main:574] : INFO : Epoch 1643 | loss: 0.0310174 | val_loss: 0.0312148 | Time: 2998.36 ms [2021-11-11 13:12:14 main:574] : INFO : Epoch 1644 | loss: 0.0310252 | val_loss: 0.0311936 | Time: 2982.86 ms [2021-11-11 13:12:17 main:574] : INFO : Epoch 1645 | loss: 0.0310233 | val_loss: 0.0311966 | Time: 2957.99 ms [2021-11-11 13:12:20 main:574] : INFO : Epoch 1646 | loss: 0.0310251 | val_loss: 0.0311978 | Time: 2992.79 ms [2021-11-11 13:12:23 main:574] : INFO : Epoch 1647 | loss: 0.0310217 | val_loss: 0.0311981 | Time: 3017.5 ms [2021-11-11 13:12:26 main:574] : INFO : Epoch 1648 | loss: 0.0310151 | val_loss: 0.0312065 | Time: 2987.64 ms [2021-11-11 13:12:29 main:574] : INFO : Epoch 1649 | loss: 0.0310164 | val_loss: 0.0312203 | Time: 2988.45 ms [2021-11-11 13:12:32 main:574] : INFO : Epoch 1650 | loss: 0.0310213 | val_loss: 0.031221 | Time: 2998.9 ms [2021-11-11 13:12:35 main:574] : INFO : Epoch 1651 | loss: 0.0310156 | val_loss: 0.0312074 | Time: 3026.39 ms [2021-11-11 13:12:38 main:574] : INFO : Epoch 1652 | loss: 0.0310129 | val_loss: 0.0312173 | Time: 2952.46 ms [2021-11-11 13:12:41 main:574] : INFO : Epoch 1653 | loss: 0.031015 | val_loss: 0.0312254 | Time: 2989.76 ms [2021-11-11 13:12:44 main:574] : INFO : Epoch 1654 | loss: 0.0310204 | val_loss: 0.031209 | Time: 3008.9 ms [2021-11-11 13:12:47 main:574] : INFO : Epoch 1655 | loss: 0.0310163 | val_loss: 0.031206 | Time: 2968.54 ms [2021-11-11 13:12:50 main:574] : INFO : Epoch 1656 | loss: 0.0310196 | val_loss: 0.03121 | Time: 2999.05 ms [2021-11-11 13:12:53 main:574] : INFO : Epoch 1657 | loss: 0.0310179 | val_loss: 0.0312254 | Time: 2992.73 ms [2021-11-11 13:12:56 main:574] : INFO : Epoch 1658 | loss: 0.0310192 | val_loss: 0.0311908 | Time: 3008.11 ms [2021-11-11 13:12:59 main:574] : INFO : Epoch 1659 | loss: 0.0310222 | val_loss: 0.0312146 | Time: 3012.33 ms [2021-11-11 13:13:02 main:574] : INFO : Epoch 1660 | loss: 0.0310334 | val_loss: 0.0311923 | Time: 2991.81 ms [2021-11-11 13:13:05 main:574] : INFO : Epoch 1661 | loss: 0.0310577 | val_loss: 0.0311779 | Time: 2996.37 ms [2021-11-11 13:13:08 main:574] : INFO : Epoch 1662 | loss: 0.0310376 | val_loss: 0.0311856 | Time: 2975.34 ms [2021-11-11 13:13:11 main:574] : INFO : Epoch 1663 | loss: 0.03102 | val_loss: 0.0312014 | Time: 2997.18 ms [2021-11-11 13:13:14 main:574] : INFO : Epoch 1664 | loss: 0.0310115 | val_loss: 0.0312084 | Time: 2988.38 ms [2021-11-11 13:13:17 main:574] : INFO : Epoch 1665 | loss: 0.0310098 | val_loss: 0.0312284 | Time: 2982.15 ms [2021-11-11 13:13:20 main:574] : INFO : Epoch 1666 | loss: 0.031011 | val_loss: 0.0312134 | Time: 2966.3 ms [2021-11-11 13:13:23 main:574] : INFO : Epoch 1667 | loss: 0.0310272 | val_loss: 0.0312021 | Time: 2988.93 ms [2021-11-11 13:13:26 main:574] : INFO : Epoch 1668 | loss: 0.0310201 | val_loss: 0.0312013 | Time: 3004.62 ms [2021-11-11 13:13:29 main:574] : INFO : Epoch 1669 | loss: 0.0310149 | val_loss: 0.0311867 | Time: 3034.99 ms [2021-11-11 13:13:32 main:574] : INFO : Epoch 1670 | loss: 0.0310181 | val_loss: 0.0311995 | Time: 2995.92 ms [2021-11-11 13:13:35 main:574] : INFO : Epoch 1671 | loss: 0.0310152 | val_loss: 0.0311878 | Time: 2990.95 ms [2021-11-11 13:13:38 main:574] : INFO : Epoch 1672 | loss: 0.0310228 | val_loss: 0.0311962 | Time: 2998.88 ms [2021-11-11 13:13:41 main:574] : INFO : Epoch 1673 | loss: 0.0310192 | val_loss: 0.0311926 | Time: 2964.61 ms [2021-11-11 13:13:44 main:574] : INFO : Epoch 1674 | loss: 0.0310114 | val_loss: 0.0312185 | Time: 2981.47 ms [2021-11-11 13:13:47 main:574] : INFO : Epoch 1675 | loss: 0.0310107 | val_loss: 0.031202 | Time: 2979.59 ms [2021-11-11 13:13:50 main:574] : INFO : Epoch 1676 | loss: 0.0310153 | val_loss: 0.0312053 | Time: 2984.58 ms [2021-11-11 13:13:53 main:574] : INFO : Epoch 1677 | loss: 0.0310121 | val_loss: 0.0312108 | Time: 2976.11 ms [2021-11-11 13:13:56 main:574] : INFO : Epoch 1678 | loss: 0.031007 | val_loss: 0.0312346 | Time: 2990.6 ms [2021-11-11 13:13:59 main:574] : INFO : Epoch 1679 | loss: 0.031013 | val_loss: 0.0312057 | Time: 3014.96 ms [2021-11-11 13:14:02 main:574] : INFO : Epoch 1680 | loss: 0.0310155 | val_loss: 0.0312005 | Time: 2965.91 ms [2021-11-11 13:14:05 main:574] : INFO : Epoch 1681 | loss: 0.0310191 | val_loss: 0.0312182 | Time: 2980.9 ms [2021-11-11 13:14:08 main:574] : INFO : Epoch 1682 | loss: 0.0310123 | val_loss: 0.0312321 | Time: 3028.04 ms [2021-11-11 13:14:11 main:574] : INFO : Epoch 1683 | loss: 0.0310053 | val_loss: 0.0312126 | Time: 2973.47 ms [2021-11-11 13:14:14 main:574] : INFO : Epoch 1684 | loss: 0.0310141 | val_loss: 0.0311971 | Time: 3021.06 ms [2021-11-11 13:14:17 main:574] : INFO : Epoch 1685 | loss: 0.0310096 | val_loss: 0.0311978 | Time: 2990.55 ms [2021-11-11 13:14:20 main:574] : INFO : Epoch 1686 | loss: 0.0310106 | val_loss: 0.0312065 | Time: 2965.25 ms [2021-11-11 13:14:23 main:574] : INFO : Epoch 1687 | loss: 0.0310133 | val_loss: 0.0312162 | Time: 2975.39 ms [2021-11-11 13:14:26 main:574] : INFO : Epoch 1688 | loss: 0.031019 | val_loss: 0.0312065 | Time: 3026.12 ms [2021-11-11 13:14:29 main:574] : INFO : Epoch 1689 | loss: 0.0310155 | val_loss: 0.0311991 | Time: 2981.18 ms [2021-11-11 13:14:32 main:574] : INFO : Epoch 1690 | loss: 0.0310121 | val_loss: 0.0312019 | Time: 3025.57 ms [2021-11-11 13:14:35 main:574] : INFO : Epoch 1691 | loss: 0.0310084 | val_loss: 0.0312075 | Time: 2950.09 ms [2021-11-11 13:14:38 main:574] : INFO : Epoch 1692 | loss: 0.0310081 | val_loss: 0.0312077 | Time: 3006.94 ms [2021-11-11 13:14:41 main:574] : INFO : Epoch 1693 | loss: 0.0310072 | val_loss: 0.0312108 | Time: 2977.77 ms [2021-11-11 13:14:44 main:574] : INFO : Epoch 1694 | loss: 0.0310064 | val_loss: 0.0311973 | Time: 2994.7 ms [2021-11-11 13:14:47 main:574] : INFO : Epoch 1695 | loss: 0.0310051 | val_loss: 0.0312031 | Time: 3012.22 ms [2021-11-11 13:14:50 main:574] : INFO : Epoch 1696 | loss: 0.0310022 | val_loss: 0.0312448 | Time: 2971.01 ms [2021-11-11 13:14:53 main:574] : INFO : Epoch 1697 | loss: 0.0310077 | val_loss: 0.0312272 | Time: 2963.14 ms [2021-11-11 13:14:56 main:574] : INFO : Epoch 1698 | loss: 0.0310138 | val_loss: 0.0312166 | Time: 2968.11 ms [2021-11-11 13:14:59 main:574] : INFO : Epoch 1699 | loss: 0.0310105 | val_loss: 0.0312278 | Time: 2989.06 ms [2021-11-11 13:15:02 main:574] : INFO : Epoch 1700 | loss: 0.0310067 | val_loss: 0.0312307 | Time: 2994.64 ms [2021-11-11 13:15:05 main:574] : INFO : Epoch 1701 | loss: 0.0310127 | val_loss: 0.0311951 | Time: 2999.86 ms [2021-11-11 13:15:08 main:574] : INFO : Epoch 1702 | loss: 0.0310131 | val_loss: 0.0312143 | Time: 2992.89 ms [2021-11-11 13:15:11 main:574] : INFO : Epoch 1703 | loss: 0.031007 | val_loss: 0.0312481 | Time: 2980.85 ms [2021-11-11 13:15:14 main:574] : INFO : Epoch 1704 | loss: 0.0310096 | val_loss: 0.0312165 | Time: 3002.61 ms [2021-11-11 13:15:17 main:574] : INFO : Epoch 1705 | loss: 0.0310172 | val_loss: 0.0312292 | Time: 2980.23 ms [2021-11-11 13:15:20 main:574] : INFO : Epoch 1706 | loss: 0.0310202 | val_loss: 0.0311951 | Time: 2993.55 ms [2021-11-11 13:15:23 main:574] : INFO : Epoch 1707 | loss: 0.0310135 | val_loss: 0.0312241 | Time: 2992.35 ms [2021-11-11 13:15:26 main:574] : INFO : Epoch 1708 | loss: 0.0310119 | val_loss: 0.0312106 | Time: 2999.25 ms [2021-11-11 13:15:29 main:574] : INFO : Epoch 1709 | loss: 0.0310139 | val_loss: 0.0312419 | Time: 2967.46 ms [2021-11-11 13:15:32 main:574] : INFO : Epoch 1710 | loss: 0.0310317 | val_loss: 0.0311851 | Time: 2988.61 ms [2021-11-11 13:15:35 main:574] : INFO : Epoch 1711 | loss: 0.0310194 | val_loss: 0.0312083 | Time: 2991.32 ms [2021-11-11 13:15:38 main:574] : INFO : Epoch 1712 | loss: 0.0310077 | val_loss: 0.0312371 | Time: 2948.95 ms [2021-11-11 13:15:41 main:574] : INFO : Epoch 1713 | loss: 0.0310152 | val_loss: 0.0312289 | Time: 2970.83 ms [2021-11-11 13:15:44 main:574] : INFO : Epoch 1714 | loss: 0.0310091 | val_loss: 0.0312035 | Time: 2995.26 ms [2021-11-11 13:15:47 main:574] : INFO : Epoch 1715 | loss: 0.0310136 | val_loss: 0.0312152 | Time: 2998.61 ms [2021-11-11 13:15:50 main:574] : INFO : Epoch 1716 | loss: 0.0310068 | val_loss: 0.0312481 | Time: 3000.05 ms [2021-11-11 13:15:53 main:574] : INFO : Epoch 1717 | loss: 0.0310088 | val_loss: 0.0312073 | Time: 2968.55 ms [2021-11-11 13:15:56 main:574] : INFO : Epoch 1718 | loss: 0.0310225 | val_loss: 0.031226 | Time: 2981.77 ms [2021-11-11 13:15:59 main:574] : INFO : Epoch 1719 | loss: 0.0310244 | val_loss: 0.0312185 | Time: 2973.71 ms [2021-11-11 13:16:02 main:574] : INFO : Epoch 1720 | loss: 0.0310113 | val_loss: 0.0311991 | Time: 2961.24 ms [2021-11-11 13:16:05 main:574] : INFO : Epoch 1721 | loss: 0.0310113 | val_loss: 0.0312086 | Time: 3027.75 ms [2021-11-11 13:16:08 main:574] : INFO : Epoch 1722 | loss: 0.031002 | val_loss: 0.0312127 | Time: 3023.97 ms [2021-11-11 13:16:11 main:574] : INFO : Epoch 1723 | loss: 0.0310094 | val_loss: 0.0312216 | Time: 3007.55 ms [2021-11-11 13:16:14 main:574] : INFO : Epoch 1724 | loss: 0.0310079 | val_loss: 0.0312128 | Time: 3009.81 ms [2021-11-11 13:16:17 main:574] : INFO : Epoch 1725 | loss: 0.0310076 | val_loss: 0.0312143 | Time: 2972.36 ms [2021-11-11 13:16:20 main:574] : INFO : Epoch 1726 | loss: 0.0310058 | val_loss: 0.0312108 | Time: 3005.45 ms [2021-11-11 13:16:23 main:574] : INFO : Epoch 1727 | loss: 0.0310116 | val_loss: 0.0312588 | Time: 2982.99 ms [2021-11-11 13:16:26 main:574] : INFO : Epoch 1728 | loss: 0.0310164 | val_loss: 0.0312234 | Time: 2982.69 ms [2021-11-11 13:16:29 main:574] : INFO : Epoch 1729 | loss: 0.0310197 | val_loss: 0.0312121 | Time: 2990.21 ms [2021-11-11 13:16:32 main:574] : INFO : Epoch 1730 | loss: 0.0310172 | val_loss: 0.031213 | Time: 3007.43 ms [2021-11-11 13:16:35 main:574] : INFO : Epoch 1731 | loss: 0.0310019 | val_loss: 0.0312221 | Time: 3003.44 ms [2021-11-11 13:16:38 main:574] : INFO : Epoch 1732 | loss: 0.0311075 | val_loss: 0.0311916 | Time: 2983.98 ms [2021-11-11 13:16:41 main:574] : INFO : Epoch 1733 | loss: 0.0311502 | val_loss: 0.0311724 | Time: 2945.9 ms [2021-11-11 13:16:44 main:574] : INFO : Epoch 1734 | loss: 0.031134 | val_loss: 0.0311619 | Time: 3009.75 ms [2021-11-11 13:16:47 main:574] : INFO : Epoch 1735 | loss: 0.031115 | val_loss: 0.0311632 | Time: 3026.73 ms [2021-11-11 13:16:50 main:574] : INFO : Epoch 1736 | loss: 0.0311012 | val_loss: 0.0311649 | Time: 2999.19 ms [2021-11-11 13:16:53 main:574] : INFO : Epoch 1737 | loss: 0.0310909 | val_loss: 0.0311673 | Time: 2993.19 ms [2021-11-11 13:16:56 main:574] : INFO : Epoch 1738 | loss: 0.0310797 | val_loss: 0.0311685 | Time: 2998.7 ms [2021-11-11 13:16:59 main:574] : INFO : Epoch 1739 | loss: 0.0310708 | val_loss: 0.0311808 | Time: 2996.11 ms [2021-11-11 13:17:02 main:574] : INFO : Epoch 1740 | loss: 0.0310639 | val_loss: 0.0311789 | Time: 3013.42 ms [2021-11-11 13:17:05 main:574] : INFO : Epoch 1741 | loss: 0.0310565 | val_loss: 0.0311902 | Time: 2990.59 ms [2021-11-11 13:17:08 main:574] : INFO : Epoch 1742 | loss: 0.0310526 | val_loss: 0.0311942 | Time: 2998.34 ms [2021-11-11 13:17:11 main:574] : INFO : Epoch 1743 | loss: 0.0310439 | val_loss: 0.0311949 | Time: 2988.25 ms [2021-11-11 13:17:14 main:574] : INFO : Epoch 1744 | loss: 0.0310395 | val_loss: 0.0311887 | Time: 3004.73 ms [2021-11-11 13:17:17 main:574] : INFO : Epoch 1745 | loss: 0.031037 | val_loss: 0.0311921 | Time: 2969.29 ms [2021-11-11 13:17:20 main:574] : INFO : Epoch 1746 | loss: 0.0310303 | val_loss: 0.0311864 | Time: 3013.41 ms [2021-11-11 13:17:23 main:574] : INFO : Epoch 1747 | loss: 0.0310313 | val_loss: 0.031199 | Time: 2966.38 ms [2021-11-11 13:17:26 main:574] : INFO : Epoch 1748 | loss: 0.0310262 | val_loss: 0.0312215 | Time: 3003.14 ms [2021-11-11 13:17:29 main:574] : INFO : Epoch 1749 | loss: 0.0310197 | val_loss: 0.0312146 | Time: 2982.01 ms [2021-11-11 13:17:32 main:574] : INFO : Epoch 1750 | loss: 0.0310141 | val_loss: 0.0312046 | Time: 2988.15 ms [2021-11-11 13:17:35 main:574] : INFO : Epoch 1751 | loss: 0.0310113 | val_loss: 0.0312 | Time: 2982.44 ms [2021-11-11 13:17:38 main:574] : INFO : Epoch 1752 | loss: 0.0310123 | val_loss: 0.0312264 | Time: 3017.31 ms [2021-11-11 13:17:41 main:574] : INFO : Epoch 1753 | loss: 0.0310086 | val_loss: 0.0312155 | Time: 2984.82 ms [2021-11-11 13:17:44 main:574] : INFO : Epoch 1754 | loss: 0.0310197 | val_loss: 0.0312358 | Time: 2978.56 ms [2021-11-11 13:17:47 main:574] : INFO : Epoch 1755 | loss: 0.0310107 | val_loss: 0.0312237 | Time: 3012.3 ms [2021-11-11 13:17:50 main:574] : INFO : Epoch 1756 | loss: 0.031011 | val_loss: 0.0312111 | Time: 3002.87 ms [2021-11-11 13:17:53 main:574] : INFO : Epoch 1757 | loss: 0.031007 | val_loss: 0.0312163 | Time: 2993.43 ms [2021-11-11 13:17:56 main:574] : INFO : Epoch 1758 | loss: 0.0310081 | val_loss: 0.0312201 | Time: 3023.93 ms [2021-11-11 13:17:59 main:574] : INFO : Epoch 1759 | loss: 0.0310068 | val_loss: 0.0311932 | Time: 3000.8 ms [2021-11-11 13:18:02 main:574] : INFO : Epoch 1760 | loss: 0.031014 | val_loss: 0.0312335 | Time: 3003.45 ms [2021-11-11 13:18:05 main:574] : INFO : Epoch 1761 | loss: 0.0310169 | val_loss: 0.0312568 | Time: 2995.99 ms [2021-11-11 13:18:09 main:574] : INFO : Epoch 1762 | loss: 0.0310107 | val_loss: 0.0312219 | Time: 3023.86 ms [2021-11-11 13:18:12 main:574] : INFO : Epoch 1763 | loss: 0.031007 | val_loss: 0.0312218 | Time: 2990.46 ms [2021-11-11 13:18:15 main:574] : INFO : Epoch 1764 | loss: 0.0310071 | val_loss: 0.0312343 | Time: 2961.56 ms [2021-11-11 13:18:17 main:574] : INFO : Epoch 1765 | loss: 0.0310146 | val_loss: 0.0312156 | Time: 2961.31 ms [2021-11-11 13:18:21 main:574] : INFO : Epoch 1766 | loss: 0.0310162 | val_loss: 0.0312182 | Time: 2975.1 ms [2021-11-11 13:18:24 main:574] : INFO : Epoch 1767 | loss: 0.0310043 | val_loss: 0.0312116 | Time: 3014.63 ms [2021-11-11 13:18:27 main:574] : INFO : Epoch 1768 | loss: 0.0310066 | val_loss: 0.0312206 | Time: 2973.44 ms [2021-11-11 13:18:30 main:574] : INFO : Epoch 1769 | loss: 0.0310094 | val_loss: 0.0312137 | Time: 2990.33 ms [2021-11-11 13:18:33 main:574] : INFO : Epoch 1770 | loss: 0.0310061 | val_loss: 0.0312118 | Time: 2962.25 ms [2021-11-11 13:18:36 main:574] : INFO : Epoch 1771 | loss: 0.0310021 | val_loss: 0.0312176 | Time: 3054.91 ms [2021-11-11 13:18:39 main:574] : INFO : Epoch 1772 | loss: 0.031005 | val_loss: 0.0312033 | Time: 2911.69 ms [2021-11-11 13:18:41 main:574] : INFO : Epoch 1773 | loss: 0.0310084 | val_loss: 0.0312299 | Time: 2931.62 ms [2021-11-11 13:18:44 main:574] : INFO : Epoch 1774 | loss: 0.0310073 | val_loss: 0.0312101 | Time: 2912 ms [2021-11-11 13:18:47 main:574] : INFO : Epoch 1775 | loss: 0.0310081 | val_loss: 0.031218 | Time: 2919.94 ms [2021-11-11 13:18:50 main:574] : INFO : Epoch 1776 | loss: 0.0310129 | val_loss: 0.0312102 | Time: 2881.97 ms [2021-11-11 13:18:53 main:574] : INFO : Epoch 1777 | loss: 0.0310135 | val_loss: 0.0311936 | Time: 2901.76 ms [2021-11-11 13:18:56 main:574] : INFO : Epoch 1778 | loss: 0.031016 | val_loss: 0.0312037 | Time: 2937.6 ms [2021-11-11 13:18:59 main:574] : INFO : Epoch 1779 | loss: 0.0310117 | val_loss: 0.0312036 | Time: 2890.8 ms [2021-11-11 13:19:02 main:574] : INFO : Epoch 1780 | loss: 0.0310125 | val_loss: 0.0311919 | Time: 2952.68 ms [2021-11-11 13:19:06 main:574] : INFO : Epoch 1781 | loss: 0.0310111 | val_loss: 0.031198 | Time: 2935.52 ms [2021-11-11 13:19:09 main:574] : INFO : Epoch 1782 | loss: 0.0310089 | val_loss: 0.0312311 | Time: 2987.16 ms [2021-11-11 13:19:12 main:574] : INFO : Epoch 1783 | loss: 0.0310006 | val_loss: 0.0312287 | Time: 2913.41 ms [2021-11-11 13:19:15 main:574] : INFO : Epoch 1784 | loss: 0.0309981 | val_loss: 0.0312107 | Time: 3005.03 ms [2021-11-11 13:19:18 main:574] : INFO : Epoch 1785 | loss: 0.0310129 | val_loss: 0.0312153 | Time: 2985.54 ms [2021-11-11 13:19:21 main:574] : INFO : Epoch 1786 | loss: 0.0310168 | val_loss: 0.0312047 | Time: 2981.3 ms [2021-11-11 13:19:24 main:574] : INFO : Epoch 1787 | loss: 0.0310153 | val_loss: 0.0312088 | Time: 3006.24 ms [2021-11-11 13:19:27 main:574] : INFO : Epoch 1788 | loss: 0.031007 | val_loss: 0.0312221 | Time: 3045.82 ms [2021-11-11 13:19:30 main:574] : INFO : Epoch 1789 | loss: 0.0310081 | val_loss: 0.0312194 | Time: 2986.75 ms [2021-11-11 13:19:33 main:574] : INFO : Epoch 1790 | loss: 0.0310041 | val_loss: 0.0312128 | Time: 3019.66 ms [2021-11-11 13:19:36 main:574] : INFO : Epoch 1791 | loss: 0.0310085 | val_loss: 0.0312043 | Time: 3006.81 ms [2021-11-11 13:19:39 main:574] : INFO : Epoch 1792 | loss: 0.031006 | val_loss: 0.0312214 | Time: 3004.4 ms [2021-11-11 13:19:42 main:574] : INFO : Epoch 1793 | loss: 0.0310066 | val_loss: 0.0312241 | Time: 3004.12 ms [2021-11-11 13:19:45 main:574] : INFO : Epoch 1794 | loss: 0.0309975 | val_loss: 0.0312129 | Time: 2979.08 ms [2021-11-11 13:19:48 main:574] : INFO : Epoch 1795 | loss: 0.0309997 | val_loss: 0.0312163 | Time: 3029.29 ms [2021-11-11 13:19:51 main:574] : INFO : Epoch 1796 | loss: 0.0310015 | val_loss: 0.0312124 | Time: 2965.78 ms [2021-11-11 13:19:54 main:574] : INFO : Epoch 1797 | loss: 0.0310032 | val_loss: 0.0312075 | Time: 3015.47 ms [2021-11-11 13:19:57 main:574] : INFO : Epoch 1798 | loss: 0.0310038 | val_loss: 0.0312143 | Time: 3008.59 ms [2021-11-11 13:20:00 main:574] : INFO : Epoch 1799 | loss: 0.0310015 | val_loss: 0.0312215 | Time: 2975.52 ms [2021-11-11 13:20:03 main:574] : INFO : Epoch 1800 | loss: 0.0310009 | val_loss: 0.031226 | Time: 3021.68 ms [2021-11-11 13:20:06 main:574] : INFO : Epoch 1801 | loss: 0.0309979 | val_loss: 0.0312178 | Time: 3004.64 ms [2021-11-11 13:20:09 main:574] : INFO : Epoch 1802 | loss: 0.0310043 | val_loss: 0.031239 | Time: 3013.59 ms [2021-11-11 13:20:12 main:574] : INFO : Epoch 1803 | loss: 0.0310013 | val_loss: 0.0312196 | Time: 3004.8 ms [2021-11-11 13:20:15 main:574] : INFO : Epoch 1804 | loss: 0.0309961 | val_loss: 0.0312348 | Time: 2951.3 ms [2021-11-11 13:20:18 main:574] : INFO : Epoch 1805 | loss: 0.0309951 | val_loss: 0.0312107 | Time: 2985.72 ms [2021-11-11 13:20:21 main:574] : INFO : Epoch 1806 | loss: 0.0309991 | val_loss: 0.0312229 | Time: 3023.06 ms [2021-11-11 13:20:24 main:574] : INFO : Epoch 1807 | loss: 0.0309995 | val_loss: 0.0312263 | Time: 2963.76 ms [2021-11-11 13:20:27 main:574] : INFO : Epoch 1808 | loss: 0.0309966 | val_loss: 0.0312375 | Time: 2953.74 ms [2021-11-11 13:20:30 main:574] : INFO : Epoch 1809 | loss: 0.0310025 | val_loss: 0.0312149 | Time: 2961.37 ms [2021-11-11 13:20:33 main:574] : INFO : Epoch 1810 | loss: 0.031013 | val_loss: 0.0311995 | Time: 3023.11 ms [2021-11-11 13:20:36 main:574] : INFO : Epoch 1811 | loss: 0.0310072 | val_loss: 0.0312172 | Time: 2995.5 ms [2021-11-11 13:20:39 main:574] : INFO : Epoch 1812 | loss: 0.0310076 | val_loss: 0.0312 | Time: 3000.12 ms [2021-11-11 13:20:42 main:574] : INFO : Epoch 1813 | loss: 0.03101 | val_loss: 0.0312068 | Time: 2996.3 ms [2021-11-11 13:20:45 main:574] : INFO : Epoch 1814 | loss: 0.0310008 | val_loss: 0.0312431 | Time: 2959.9 ms [2021-11-11 13:20:48 main:574] : INFO : Epoch 1815 | loss: 0.0310074 | val_loss: 0.031229 | Time: 2981.64 ms [2021-11-11 13:20:51 main:574] : INFO : Epoch 1816 | loss: 0.0310064 | val_loss: 0.031222 | Time: 3024.48 ms [2021-11-11 13:20:54 main:574] : INFO : Epoch 1817 | loss: 0.0310006 | val_loss: 0.0312177 | Time: 3016.45 ms [2021-11-11 13:20:57 main:574] : INFO : Epoch 1818 | loss: 0.0310004 | val_loss: 0.0312018 | Time: 2966.98 ms [2021-11-11 13:21:00 main:574] : INFO : Epoch 1819 | loss: 0.031007 | val_loss: 0.0312059 | Time: 3024.77 ms [2021-11-11 13:21:03 main:574] : INFO : Epoch 1820 | loss: 0.031 | val_loss: 0.0312171 | Time: 2992.58 ms [2021-11-11 13:21:06 main:574] : INFO : Epoch 1821 | loss: 0.0309973 | val_loss: 0.0312483 | Time: 2995.52 ms [2021-11-11 13:21:09 main:574] : INFO : Epoch 1822 | loss: 0.0309925 | val_loss: 0.031214 | Time: 2998.54 ms [2021-11-11 13:21:12 main:574] : INFO : Epoch 1823 | loss: 0.0310062 | val_loss: 0.0312146 | Time: 2960.18 ms [2021-11-11 13:21:15 main:574] : INFO : Epoch 1824 | loss: 0.0310067 | val_loss: 0.0312224 | Time: 3040.82 ms [2021-11-11 13:21:18 main:574] : INFO : Epoch 1825 | loss: 0.0310031 | val_loss: 0.0312164 | Time: 3016.8 ms [2021-11-11 13:21:21 main:574] : INFO : Epoch 1826 | loss: 0.0310027 | val_loss: 0.0312267 | Time: 2986.96 ms [2021-11-11 13:21:24 main:574] : INFO : Epoch 1827 | loss: 0.0309964 | val_loss: 0.0312153 | Time: 3010.91 ms [2021-11-11 13:21:27 main:574] : INFO : Epoch 1828 | loss: 0.0309939 | val_loss: 0.0312285 | Time: 3001.1 ms [2021-11-11 13:21:30 main:574] : INFO : Epoch 1829 | loss: 0.0310035 | val_loss: 0.0312661 | Time: 2993.73 ms [2021-11-11 13:21:33 main:574] : INFO : Epoch 1830 | loss: 0.0310013 | val_loss: 0.0312189 | Time: 3012.22 ms [2021-11-11 13:21:36 main:574] : INFO : Epoch 1831 | loss: 0.0309992 | val_loss: 0.03121 | Time: 3040.66 ms [2021-11-11 13:21:39 main:574] : INFO : Epoch 1832 | loss: 0.030997 | val_loss: 0.0312405 | Time: 3028.86 ms [2021-11-11 13:21:42 main:574] : INFO : Epoch 1833 | loss: 0.0309918 | val_loss: 0.0312243 | Time: 2985.65 ms [2021-11-11 13:21:45 main:574] : INFO : Epoch 1834 | loss: 0.0309926 | val_loss: 0.0312257 | Time: 3018.28 ms [2021-11-11 13:21:48 main:574] : INFO : Epoch 1835 | loss: 0.0309902 | val_loss: 0.0312201 | Time: 2991.11 ms [2021-11-11 13:21:51 main:574] : INFO : Epoch 1836 | loss: 0.0310061 | val_loss: 0.0312319 | Time: 2996.16 ms [2021-11-11 13:21:55 main:574] : INFO : Epoch 1837 | loss: 0.031006 | val_loss: 0.0312067 | Time: 3047.52 ms [2021-11-11 13:21:58 main:574] : INFO : Epoch 1838 | loss: 0.0310059 | val_loss: 0.0312144 | Time: 2968.65 ms [2021-11-11 13:22:01 main:574] : INFO : Epoch 1839 | loss: 0.0310041 | val_loss: 0.0312228 | Time: 3014.72 ms [2021-11-11 13:22:04 main:574] : INFO : Epoch 1840 | loss: 0.0310069 | val_loss: 0.0312252 | Time: 3011.74 ms [2021-11-11 13:22:07 main:574] : INFO : Epoch 1841 | loss: 0.0309993 | val_loss: 0.0312265 | Time: 2995.66 ms [2021-11-11 13:22:10 main:574] : INFO : Epoch 1842 | loss: 0.0309955 | val_loss: 0.0312272 | Time: 3022.86 ms [2021-11-11 13:22:13 main:574] : INFO : Epoch 1843 | loss: 0.0309992 | val_loss: 0.0312274 | Time: 2985.1 ms [2021-11-11 13:22:16 main:574] : INFO : Epoch 1844 | loss: 0.0310011 | val_loss: 0.0312149 | Time: 3016.07 ms [2021-11-11 13:22:19 main:574] : INFO : Epoch 1845 | loss: 0.0309969 | val_loss: 0.0312436 | Time: 3000.21 ms [2021-11-11 13:22:22 main:574] : INFO : Epoch 1846 | loss: 0.0309993 | val_loss: 0.0312326 | Time: 2993.4 ms [2021-11-11 13:22:25 main:574] : INFO : Epoch 1847 | loss: 0.0309888 | val_loss: 0.0312028 | Time: 2989.21 ms [2021-11-11 13:22:28 main:574] : INFO : Epoch 1848 | loss: 0.0309909 | val_loss: 0.0312224 | Time: 3024.12 ms [2021-11-11 13:22:31 main:574] : INFO : Epoch 1849 | loss: 0.0309873 | val_loss: 0.0312493 | Time: 2986.9 ms [2021-11-11 13:22:34 main:574] : INFO : Epoch 1850 | loss: 0.031001 | val_loss: 0.0312265 | Time: 3028.2 ms [2021-11-11 13:22:37 main:574] : INFO : Epoch 1851 | loss: 0.0310007 | val_loss: 0.0312183 | Time: 2983.53 ms [2021-11-11 13:22:40 main:574] : INFO : Epoch 1852 | loss: 0.0309983 | val_loss: 0.0312283 | Time: 3029.09 ms [2021-11-11 13:22:43 main:574] : INFO : Epoch 1853 | loss: 0.0310019 | val_loss: 0.0312128 | Time: 3012.98 ms [2021-11-11 13:22:46 main:574] : INFO : Epoch 1854 | loss: 0.0309948 | val_loss: 0.0312228 | Time: 3029.61 ms [2021-11-11 13:22:49 main:574] : INFO : Epoch 1855 | loss: 0.0309854 | val_loss: 0.0312444 | Time: 2989.1 ms [2021-11-11 13:22:52 main:574] : INFO : Epoch 1856 | loss: 0.0309918 | val_loss: 0.0312334 | Time: 2979.34 ms [2021-11-11 13:22:55 main:574] : INFO : Epoch 1857 | loss: 0.0309971 | val_loss: 0.03121 | Time: 3015.92 ms [2021-11-11 13:22:58 main:574] : INFO : Epoch 1858 | loss: 0.0310016 | val_loss: 0.0312085 | Time: 3003.36 ms [2021-11-11 13:23:01 main:574] : INFO : Epoch 1859 | loss: 0.0310004 | val_loss: 0.0312085 | Time: 2952.01 ms [2021-11-11 13:23:04 main:574] : INFO : Epoch 1860 | loss: 0.0309924 | val_loss: 0.0312244 | Time: 2985.25 ms [2021-11-11 13:23:07 main:574] : INFO : Epoch 1861 | loss: 0.0309993 | val_loss: 0.0312163 | Time: 2951.4 ms [2021-11-11 13:23:10 main:574] : INFO : Epoch 1862 | loss: 0.0310018 | val_loss: 0.031219 | Time: 2972.53 ms [2021-11-11 13:23:13 main:574] : INFO : Epoch 1863 | loss: 0.0310067 | val_loss: 0.0312217 | Time: 2954.87 ms [2021-11-11 13:23:16 main:574] : INFO : Epoch 1864 | loss: 0.0309931 | val_loss: 0.0312324 | Time: 2941.26 ms [2021-11-11 13:23:19 main:574] : INFO : Epoch 1865 | loss: 0.0309853 | val_loss: 0.0312163 | Time: 2951.16 ms [2021-11-11 13:23:22 main:574] : INFO : Epoch 1866 | loss: 0.0309929 | val_loss: 0.0312299 | Time: 2949.78 ms [2021-11-11 13:23:25 main:574] : INFO : Epoch 1867 | loss: 0.0309989 | val_loss: 0.0312325 | Time: 2948.83 ms [2021-11-11 13:23:28 main:574] : INFO : Epoch 1868 | loss: 0.0309901 | val_loss: 0.0312381 | Time: 2968.59 ms [2021-11-11 13:23:31 main:574] : INFO : Epoch 1869 | loss: 0.0309877 | val_loss: 0.0312285 | Time: 3020.29 ms [2021-11-11 13:23:34 main:574] : INFO : Epoch 1870 | loss: 0.0309894 | val_loss: 0.0312362 | Time: 3042.07 ms [2021-11-11 13:23:37 main:574] : INFO : Epoch 1871 | loss: 0.0309963 | val_loss: 0.0312299 | Time: 2964.21 ms [2021-11-11 13:23:40 main:574] : INFO : Epoch 1872 | loss: 0.0309906 | val_loss: 0.0312263 | Time: 2976.11 ms [2021-11-11 13:23:43 main:574] : INFO : Epoch 1873 | loss: 0.0309962 | val_loss: 0.031233 | Time: 2985.01 ms [2021-11-11 13:23:46 main:574] : INFO : Epoch 1874 | loss: 0.0309924 | val_loss: 0.0312387 | Time: 2954.8 ms [2021-11-11 13:23:49 main:574] : INFO : Epoch 1875 | loss: 0.0309956 | val_loss: 0.0312403 | Time: 3002.75 ms [2021-11-11 13:23:52 main:574] : INFO : Epoch 1876 | loss: 0.0309959 | val_loss: 0.0312264 | Time: 2995.72 ms [2021-11-11 13:23:55 main:574] : INFO : Epoch 1877 | loss: 0.0309947 | val_loss: 0.0312325 | Time: 2980.03 ms [2021-11-11 13:23:58 main:574] : INFO : Epoch 1878 | loss: 0.030994 | val_loss: 0.0312104 | Time: 2994.17 ms [2021-11-11 13:24:01 main:574] : INFO : Epoch 1879 | loss: 0.0309943 | val_loss: 0.0312216 | Time: 2969.58 ms [2021-11-11 13:24:04 main:574] : INFO : Epoch 1880 | loss: 0.0310078 | val_loss: 0.031215 | Time: 3000.38 ms [2021-11-11 13:24:07 main:574] : INFO : Epoch 1881 | loss: 0.0310074 | val_loss: 0.0311997 | Time: 3005.43 ms [2021-11-11 13:24:10 main:574] : INFO : Epoch 1882 | loss: 0.0310018 | val_loss: 0.0312152 | Time: 2996.58 ms [2021-11-11 13:24:13 main:574] : INFO : Epoch 1883 | loss: 0.0310084 | val_loss: 0.0312183 | Time: 2991.48 ms [2021-11-11 13:24:16 main:574] : INFO : Epoch 1884 | loss: 0.0310116 | val_loss: 0.031217 | Time: 3006.93 ms [2021-11-11 13:24:19 main:574] : INFO : Epoch 1885 | loss: 0.0310022 | val_loss: 0.031202 | Time: 2918.6 ms [2021-11-11 13:24:22 main:574] : INFO : Epoch 1886 | loss: 0.0309999 | val_loss: 0.0312028 | Time: 3017.41 ms [2021-11-11 13:24:25 main:574] : INFO : Epoch 1887 | loss: 0.0309925 | val_loss: 0.0312187 | Time: 3020.7 ms [2021-11-11 13:24:28 main:574] : INFO : Epoch 1888 | loss: 0.0309874 | val_loss: 0.0312215 | Time: 3000.28 ms [2021-11-11 13:24:31 main:574] : INFO : Epoch 1889 | loss: 0.0310039 | val_loss: 0.0312287 | Time: 3002.53 ms [2021-11-11 13:24:34 main:574] : INFO : Epoch 1890 | loss: 0.0309954 | val_loss: 0.0312344 | Time: 2990.97 ms [2021-11-11 13:24:37 main:574] : INFO : Epoch 1891 | loss: 0.0309956 | val_loss: 0.0312193 | Time: 2995.62 ms [2021-11-11 13:24:40 main:574] : INFO : Epoch 1892 | loss: 0.0309968 | val_loss: 0.0312547 | Time: 2981.7 ms [2021-11-11 13:24:43 main:574] : INFO : Epoch 1893 | loss: 0.0309949 | val_loss: 0.0312416 | Time: 3028.97 ms [2021-11-11 13:24:46 main:574] : INFO : Epoch 1894 | loss: 0.0310017 | val_loss: 0.0312467 | Time: 3030.9 ms [2021-11-11 13:24:49 main:574] : INFO : Epoch 1895 | loss: 0.0309935 | val_loss: 0.0312245 | Time: 2997.03 ms [2021-11-11 13:24:52 main:574] : INFO : Epoch 1896 | loss: 0.0309972 | val_loss: 0.0312212 | Time: 3014.58 ms [2021-11-11 13:24:55 main:574] : INFO : Epoch 1897 | loss: 0.0310124 | val_loss: 0.0312179 | Time: 2984.41 ms [2021-11-11 13:24:58 main:574] : INFO : Epoch 1898 | loss: 0.0309985 | val_loss: 0.0312131 | Time: 2970.3 ms [2021-11-11 13:25:01 main:574] : INFO : Epoch 1899 | loss: 0.0309905 | val_loss: 0.0312115 | Time: 3025.76 ms [2021-11-11 13:25:04 main:574] : INFO : Epoch 1900 | loss: 0.0309916 | val_loss: 0.0312279 | Time: 2988.51 ms [2021-11-11 13:25:07 main:574] : INFO : Epoch 1901 | loss: 0.0309933 | val_loss: 0.0312217 | Time: 3055.02 ms [2021-11-11 13:25:10 main:574] : INFO : Epoch 1902 | loss: 0.0309963 | val_loss: 0.0312082 | Time: 3005.86 ms [2021-11-11 13:25:13 main:574] : INFO : Epoch 1903 | loss: 0.0310025 | val_loss: 0.0312238 | Time: 3003.5 ms [2021-11-11 13:25:16 main:574] : INFO : Epoch 1904 | loss: 0.0309953 | val_loss: 0.0311932 | Time: 3011.83 ms [2021-11-11 13:25:19 main:574] : INFO : Epoch 1905 | loss: 0.0310042 | val_loss: 0.0312271 | Time: 2964.31 ms [2021-11-11 13:25:22 main:574] : INFO : Epoch 1906 | loss: 0.0309997 | val_loss: 0.0312135 | Time: 3016.25 ms [2021-11-11 13:25:25 main:574] : INFO : Epoch 1907 | loss: 0.0309932 | val_loss: 0.0312251 | Time: 2984.16 ms [2021-11-11 13:25:28 main:574] : INFO : Epoch 1908 | loss: 0.0309872 | val_loss: 0.0312357 | Time: 3002.21 ms [2021-11-11 13:25:31 main:574] : INFO : Epoch 1909 | loss: 0.0309842 | val_loss: 0.0312396 | Time: 3007.96 ms [2021-11-11 13:25:34 main:574] : INFO : Epoch 1910 | loss: 0.0309947 | val_loss: 0.031234 | Time: 2983.03 ms [2021-11-11 13:25:37 main:574] : INFO : Epoch 1911 | loss: 0.0310213 | val_loss: 0.0312304 | Time: 2971.47 ms [2021-11-11 13:25:40 main:574] : INFO : Epoch 1912 | loss: 0.0310071 | val_loss: 0.0312156 | Time: 3029.22 ms [2021-11-11 13:25:43 main:574] : INFO : Epoch 1913 | loss: 0.0309959 | val_loss: 0.0312302 | Time: 2992.49 ms [2021-11-11 13:25:46 main:574] : INFO : Epoch 1914 | loss: 0.0309855 | val_loss: 0.0312225 | Time: 2991.61 ms [2021-11-11 13:25:49 main:574] : INFO : Epoch 1915 | loss: 0.0309909 | val_loss: 0.0312488 | Time: 2952.15 ms [2021-11-11 13:25:52 main:574] : INFO : Epoch 1916 | loss: 0.0309983 | val_loss: 0.0312292 | Time: 3014.57 ms [2021-11-11 13:25:55 main:574] : INFO : Epoch 1917 | loss: 0.0310076 | val_loss: 0.0312327 | Time: 3004.72 ms [2021-11-11 13:25:58 main:574] : INFO : Epoch 1918 | loss: 0.0310048 | val_loss: 0.0311981 | Time: 2998.49 ms [2021-11-11 13:26:01 main:574] : INFO : Epoch 1919 | loss: 0.0309896 | val_loss: 0.0312279 | Time: 3023.47 ms [2021-11-11 13:26:04 main:574] : INFO : Epoch 1920 | loss: 0.0309849 | val_loss: 0.0312368 | Time: 2999.86 ms [2021-11-11 13:26:07 main:574] : INFO : Epoch 1921 | loss: 0.0309997 | val_loss: 0.0312282 | Time: 2955.29 ms [2021-11-11 13:26:10 main:574] : INFO : Epoch 1922 | loss: 0.0310405 | val_loss: 0.0312269 | Time: 3012.57 ms [2021-11-11 13:26:13 main:574] : INFO : Epoch 1923 | loss: 0.0310175 | val_loss: 0.0312276 | Time: 3018.94 ms [2021-11-11 13:26:16 main:574] : INFO : Epoch 1924 | loss: 0.0309934 | val_loss: 0.0312258 | Time: 3013.02 ms [2021-11-11 13:26:19 main:574] : INFO : Epoch 1925 | loss: 0.0309853 | val_loss: 0.0312237 | Time: 2987.72 ms [2021-11-11 13:26:22 main:574] : INFO : Epoch 1926 | loss: 0.0309835 | val_loss: 0.0312287 | Time: 2961.86 ms [2021-11-11 13:26:25 main:574] : INFO : Epoch 1927 | loss: 0.0310242 | val_loss: 0.0312037 | Time: 2988.19 ms [2021-11-11 13:26:28 main:574] : INFO : Epoch 1928 | loss: 0.0310144 | val_loss: 0.0312208 | Time: 3001.85 ms [2021-11-11 13:26:31 main:574] : INFO : Epoch 1929 | loss: 0.0309982 | val_loss: 0.031239 | Time: 2981.82 ms [2021-11-11 13:26:34 main:574] : INFO : Epoch 1930 | loss: 0.0309882 | val_loss: 0.0312189 | Time: 3017.59 ms [2021-11-11 13:26:37 main:574] : INFO : Epoch 1931 | loss: 0.0310003 | val_loss: 0.0312119 | Time: 2991.98 ms [2021-11-11 13:26:40 main:574] : INFO : Epoch 1932 | loss: 0.031003 | val_loss: 0.0312138 | Time: 2987.89 ms [2021-11-11 13:26:43 main:574] : INFO : Epoch 1933 | loss: 0.0310117 | val_loss: 0.0311911 | Time: 2993.82 ms [2021-11-11 13:26:46 main:574] : INFO : Epoch 1934 | loss: 0.0310037 | val_loss: 0.0312208 | Time: 3028.33 ms [2021-11-11 13:26:49 main:574] : INFO : Epoch 1935 | loss: 0.0310032 | val_loss: 0.0312097 | Time: 3025.69 ms [2021-11-11 13:26:52 main:574] : INFO : Epoch 1936 | loss: 0.0309938 | val_loss: 0.0311952 | Time: 3010.68 ms [2021-11-11 13:26:55 main:574] : INFO : Epoch 1937 | loss: 0.0310125 | val_loss: 0.0312296 | Time: 2967.1 ms [2021-11-11 13:26:58 main:574] : INFO : Epoch 1938 | loss: 0.0309982 | val_loss: 0.0312538 | Time: 2986.9 ms [2021-11-11 13:27:01 main:574] : INFO : Epoch 1939 | loss: 0.0309974 | val_loss: 0.0312102 | Time: 3011.32 ms [2021-11-11 13:27:04 main:574] : INFO : Epoch 1940 | loss: 0.0309968 | val_loss: 0.0312268 | Time: 3006.54 ms [2021-11-11 13:27:07 main:574] : INFO : Epoch 1941 | loss: 0.0309915 | val_loss: 0.031202 | Time: 3044.89 ms [2021-11-11 13:27:10 main:574] : INFO : Epoch 1942 | loss: 0.031003 | val_loss: 0.0312201 | Time: 2996.76 ms [2021-11-11 13:27:13 main:574] : INFO : Epoch 1943 | loss: 0.0309913 | val_loss: 0.0312294 | Time: 3038.14 ms [2021-11-11 13:27:16 main:574] : INFO : Epoch 1944 | loss: 0.030992 | val_loss: 0.0312352 | Time: 3014.23 ms [2021-11-11 13:27:19 main:574] : INFO : Epoch 1945 | loss: 0.030992 | val_loss: 0.031237 | Time: 2994.97 ms [2021-11-11 13:27:22 main:574] : INFO : Epoch 1946 | loss: 0.0309986 | val_loss: 0.031237 | Time: 3001.02 ms [2021-11-11 13:27:25 main:574] : INFO : Epoch 1947 | loss: 0.0309852 | val_loss: 0.0312254 | Time: 2984.43 ms [2021-11-11 13:27:28 main:574] : INFO : Epoch 1948 | loss: 0.0309894 | val_loss: 0.0312209 | Time: 2986.39 ms [2021-11-11 13:27:31 main:574] : INFO : Epoch 1949 | loss: 0.0310086 | val_loss: 0.0312056 | Time: 2979.53 ms [2021-11-11 13:27:34 main:574] : INFO : Epoch 1950 | loss: 0.0310196 | val_loss: 0.0312367 | Time: 2988.09 ms [2021-11-11 13:27:37 main:574] : INFO : Epoch 1951 | loss: 0.0309951 | val_loss: 0.0312299 | Time: 2962.55 ms [2021-11-11 13:27:40 main:574] : INFO : Epoch 1952 | loss: 0.0309877 | val_loss: 0.0312189 | Time: 2962.85 ms [2021-11-11 13:27:43 main:574] : INFO : Epoch 1953 | loss: 0.030985 | val_loss: 0.0312158 | Time: 2958.42 ms [2021-11-11 13:27:46 main:574] : INFO : Epoch 1954 | loss: 0.0309883 | val_loss: 0.0312247 | Time: 2990.73 ms [2021-11-11 13:27:49 main:574] : INFO : Epoch 1955 | loss: 0.0309937 | val_loss: 0.0312106 | Time: 2972.41 ms [2021-11-11 13:27:52 main:574] : INFO : Epoch 1956 | loss: 0.0309961 | val_loss: 0.0312512 | Time: 2959.77 ms [2021-11-11 13:27:55 main:574] : INFO : Epoch 1957 | loss: 0.0309851 | val_loss: 0.0312364 | Time: 2940.52 ms [2021-11-11 13:27:58 main:574] : INFO : Epoch 1958 | loss: 0.0309784 | val_loss: 0.0312127 | Time: 2935.51 ms [2021-11-11 13:28:01 main:574] : INFO : Epoch 1959 | loss: 0.0309822 | val_loss: 0.0312418 | Time: 2945.29 ms [2021-11-11 13:28:04 main:574] : INFO : Epoch 1960 | loss: 0.0309825 | val_loss: 0.0312212 | Time: 2935.71 ms [2021-11-11 13:28:07 main:574] : INFO : Epoch 1961 | loss: 0.0309843 | val_loss: 0.0312313 | Time: 2988.51 ms [2021-11-11 13:28:10 main:574] : INFO : Epoch 1962 | loss: 0.030986 | val_loss: 0.0312286 | Time: 2990.78 ms [2021-11-11 13:28:13 main:574] : INFO : Epoch 1963 | loss: 0.0309868 | val_loss: 0.0312496 | Time: 2971.15 ms [2021-11-11 13:28:16 main:574] : INFO : Epoch 1964 | loss: 0.0309819 | val_loss: 0.0312185 | Time: 2956.66 ms [2021-11-11 13:28:19 main:574] : INFO : Epoch 1965 | loss: 0.0309859 | val_loss: 0.031229 | Time: 2915.51 ms [2021-11-11 13:28:22 main:574] : INFO : Epoch 1966 | loss: 0.0309848 | val_loss: 0.031244 | Time: 2937.36 ms [2021-11-11 13:28:25 main:574] : INFO : Epoch 1967 | loss: 0.0309906 | val_loss: 0.0312235 | Time: 2948.13 ms [2021-11-11 13:28:28 main:574] : INFO : Epoch 1968 | loss: 0.0309926 | val_loss: 0.0312607 | Time: 2957.68 ms [2021-11-11 13:28:31 main:574] : INFO : Epoch 1969 | loss: 0.0309874 | val_loss: 0.0312374 | Time: 2935.97 ms [2021-11-11 13:28:34 main:574] : INFO : Epoch 1970 | loss: 0.0309809 | val_loss: 0.0312368 | Time: 2952.9 ms [2021-11-11 13:28:37 main:574] : INFO : Epoch 1971 | loss: 0.0309799 | val_loss: 0.0312297 | Time: 2935.11 ms [2021-11-11 13:28:39 main:574] : INFO : Epoch 1972 | loss: 0.0309935 | val_loss: 0.0312171 | Time: 2954.88 ms [2021-11-11 13:28:42 main:574] : INFO : Epoch 1973 | loss: 0.0310112 | val_loss: 0.0312521 | Time: 2957.3 ms [2021-11-11 13:28:45 main:574] : INFO : Epoch 1974 | loss: 0.0309868 | val_loss: 0.0312225 | Time: 2947.14 ms [2021-11-11 13:28:48 main:574] : INFO : Epoch 1975 | loss: 0.0309796 | val_loss: 0.0312303 | Time: 2959.27 ms [2021-11-11 13:28:51 main:574] : INFO : Epoch 1976 | loss: 0.0309939 | val_loss: 0.0312158 | Time: 2959.31 ms [2021-11-11 13:28:54 main:574] : INFO : Epoch 1977 | loss: 0.0309957 | val_loss: 0.0312261 | Time: 2978.49 ms [2021-11-11 13:28:57 main:574] : INFO : Epoch 1978 | loss: 0.0309884 | val_loss: 0.0312431 | Time: 2958.03 ms [2021-11-11 13:29:00 main:574] : INFO : Epoch 1979 | loss: 0.0309904 | val_loss: 0.0312252 | Time: 2964.48 ms [2021-11-11 13:29:03 main:574] : INFO : Epoch 1980 | loss: 0.0309846 | val_loss: 0.0312376 | Time: 2949.28 ms [2021-11-11 13:29:06 main:574] : INFO : Epoch 1981 | loss: 0.0309784 | val_loss: 0.0312166 | Time: 2954.75 ms [2021-11-11 13:29:09 main:574] : INFO : Epoch 1982 | loss: 0.0309951 | val_loss: 0.0312434 | Time: 2935.77 ms [2021-11-11 13:29:12 main:574] : INFO : Epoch 1983 | loss: 0.030996 | val_loss: 0.0312367 | Time: 2939.05 ms [2021-11-11 13:29:15 main:574] : INFO : Epoch 1984 | loss: 0.0309859 | val_loss: 0.0312412 | Time: 2944.5 ms [2021-11-11 13:29:18 main:574] : INFO : Epoch 1985 | loss: 0.0309876 | val_loss: 0.0312222 | Time: 2923.78 ms [2021-11-11 13:29:21 main:574] : INFO : Epoch 1986 | loss: 0.0310091 | val_loss: 0.0312252 | Time: 2914.37 ms [2021-11-11 13:29:24 main:574] : INFO : Epoch 1987 | loss: 0.0309971 | val_loss: 0.0312355 | Time: 2930.2 ms [2021-11-11 13:29:27 main:574] : INFO : Epoch 1988 | loss: 0.030989 | val_loss: 0.0312141 | Time: 2927.37 ms [2021-11-11 13:29:30 main:574] : INFO : Epoch 1989 | loss: 0.0309865 | val_loss: 0.0312267 | Time: 2942.87 ms [2021-11-11 13:29:33 main:574] : INFO : Epoch 1990 | loss: 0.0309833 | val_loss: 0.0312339 | Time: 2899.49 ms [2021-11-11 13:29:36 main:574] : INFO : Epoch 1991 | loss: 0.0309782 | val_loss: 0.0312418 | Time: 2961.59 ms [2021-11-11 13:29:39 main:574] : INFO : Epoch 1992 | loss: 0.0309934 | val_loss: 0.0312391 | Time: 2900.29 ms [2021-11-11 13:29:42 main:574] : INFO : Epoch 1993 | loss: 0.0309923 | val_loss: 0.0312251 | Time: 2913.95 ms [2021-11-11 13:29:44 main:574] : INFO : Epoch 1994 | loss: 0.0309905 | val_loss: 0.0312434 | Time: 2942.69 ms [2021-11-11 13:29:47 main:574] : INFO : Epoch 1995 | loss: 0.0309871 | val_loss: 0.0312322 | Time: 2903.3 ms [2021-11-11 13:29:50 main:574] : INFO : Epoch 1996 | loss: 0.0309905 | val_loss: 0.0312158 | Time: 2937.34 ms [2021-11-11 13:29:53 main:574] : INFO : Epoch 1997 | loss: 0.0309849 | val_loss: 0.0312387 | Time: 2917.92 ms [2021-11-11 13:29:56 main:574] : INFO : Epoch 1998 | loss: 0.0309848 | val_loss: 0.0312537 | Time: 2968.94 ms [2021-11-11 13:29:59 main:574] : INFO : Epoch 1999 | loss: 0.0309912 | val_loss: 0.0312399 | Time: 2941.18 ms [2021-11-11 13:30:02 main:574] : INFO : Epoch 2000 | loss: 0.0309878 | val_loss: 0.0312438 | Time: 2923.05 ms [2021-11-11 13:30:05 main:574] : INFO : Epoch 2001 | loss: 0.0309869 | val_loss: 0.0312242 | Time: 2949.72 ms [2021-11-11 13:30:08 main:574] : INFO : Epoch 2002 | loss: 0.0310014 | val_loss: 0.0312154 | Time: 2940.77 ms [2021-11-11 13:30:11 main:574] : INFO : Epoch 2003 | loss: 0.0309983 | val_loss: 0.0312134 | Time: 2913.51 ms [2021-11-11 13:30:14 main:574] : INFO : Epoch 2004 | loss: 0.030992 | val_loss: 0.0312388 | Time: 2950.81 ms [2021-11-11 13:30:17 main:574] : INFO : Epoch 2005 | loss: 0.0309918 | val_loss: 0.0312401 | Time: 2955.76 ms [2021-11-11 13:30:20 main:574] : INFO : Epoch 2006 | loss: 0.0309904 | val_loss: 0.0312459 | Time: 2918.18 ms [2021-11-11 13:30:23 main:574] : INFO : Epoch 2007 | loss: 0.0309777 | val_loss: 0.0312572 | Time: 2921.44 ms [2021-11-11 13:30:26 main:574] : INFO : Epoch 2008 | loss: 0.030987 | val_loss: 0.0312386 | Time: 2925.77 ms [2021-11-11 13:30:29 main:574] : INFO : Epoch 2009 | loss: 0.0310186 | val_loss: 0.0312123 | Time: 2914.06 ms [2021-11-11 13:30:32 main:574] : INFO : Epoch 2010 | loss: 0.0310125 | val_loss: 0.0312289 | Time: 2919.22 ms [2021-11-11 13:30:34 main:574] : INFO : Epoch 2011 | loss: 0.0309975 | val_loss: 0.0312247 | Time: 2949.11 ms [2021-11-11 13:30:37 main:574] : INFO : Epoch 2012 | loss: 0.0309872 | val_loss: 0.0312404 | Time: 2934.35 ms [2021-11-11 13:30:40 main:574] : INFO : Epoch 2013 | loss: 0.0309883 | val_loss: 0.0312169 | Time: 2926.31 ms [2021-11-11 13:30:43 main:574] : INFO : Epoch 2014 | loss: 0.031001 | val_loss: 0.0312177 | Time: 2918.26 ms [2021-11-11 13:30:46 main:574] : INFO : Epoch 2015 | loss: 0.0309931 | val_loss: 0.0312137 | Time: 2925.79 ms [2021-11-11 13:30:49 main:574] : INFO : Epoch 2016 | loss: 0.0309869 | val_loss: 0.0312387 | Time: 2919.5 ms [2021-11-11 13:30:52 main:574] : INFO : Epoch 2017 | loss: 0.030985 | val_loss: 0.0312537 | Time: 2921.27 ms [2021-11-11 13:30:55 main:574] : INFO : Epoch 2018 | loss: 0.0309854 | val_loss: 0.0312347 | Time: 2944.89 ms [2021-11-11 13:30:58 main:574] : INFO : Epoch 2019 | loss: 0.0309891 | val_loss: 0.0312388 | Time: 2928.04 ms [2021-11-11 13:31:01 main:574] : INFO : Epoch 2020 | loss: 0.0309795 | val_loss: 0.031266 | Time: 2920.65 ms [2021-11-11 13:31:04 main:574] : INFO : Epoch 2021 | loss: 0.0309794 | val_loss: 0.031231 | Time: 2904.74 ms [2021-11-11 13:31:07 main:574] : INFO : Epoch 2022 | loss: 0.0310061 | val_loss: 0.0311992 | Time: 2951.32 ms [2021-11-11 13:31:10 main:574] : INFO : Epoch 2023 | loss: 0.031002 | val_loss: 0.0312329 | Time: 2928.78 ms [2021-11-11 13:31:13 main:574] : INFO : Epoch 2024 | loss: 0.0309862 | val_loss: 0.0312431 | Time: 2935.06 ms [2021-11-11 13:31:16 main:574] : INFO : Epoch 2025 | loss: 0.0309807 | val_loss: 0.0312494 | Time: 2987.49 ms [2021-11-11 13:31:19 main:574] : INFO : Epoch 2026 | loss: 0.0309779 | val_loss: 0.0312191 | Time: 2989.83 ms [2021-11-11 13:31:22 main:574] : INFO : Epoch 2027 | loss: 0.0310072 | val_loss: 0.0312689 | Time: 2987.61 ms [2021-11-11 13:31:25 main:574] : INFO : Epoch 2028 | loss: 0.0309996 | val_loss: 0.0312315 | Time: 2992.75 ms [2021-11-11 13:31:28 main:574] : INFO : Epoch 2029 | loss: 0.0310001 | val_loss: 0.0312041 | Time: 2987.68 ms [2021-11-11 13:31:31 main:574] : INFO : Epoch 2030 | loss: 0.0309922 | val_loss: 0.031246 | Time: 2986.47 ms [2021-11-11 13:31:34 main:574] : INFO : Epoch 2031 | loss: 0.0309877 | val_loss: 0.0312412 | Time: 2993.76 ms [2021-11-11 13:31:37 main:574] : INFO : Epoch 2032 | loss: 0.0309876 | val_loss: 0.0312559 | Time: 3020.19 ms [2021-11-11 13:31:40 main:574] : INFO : Epoch 2033 | loss: 0.0309872 | val_loss: 0.03124 | Time: 2988.12 ms [2021-11-11 13:31:43 main:574] : INFO : Epoch 2034 | loss: 0.0309802 | val_loss: 0.0312449 | Time: 2979.95 ms [2021-11-11 13:31:46 main:574] : INFO : Epoch 2035 | loss: 0.0309833 | val_loss: 0.0312176 | Time: 3016.48 ms [2021-11-11 13:31:49 main:574] : INFO : Epoch 2036 | loss: 0.0309847 | val_loss: 0.0312665 | Time: 3004.89 ms [2021-11-11 13:31:52 main:574] : INFO : Epoch 2037 | loss: 0.0309829 | val_loss: 0.0312453 | Time: 3004.22 ms [2021-11-11 13:31:55 main:574] : INFO : Epoch 2038 | loss: 0.0309852 | val_loss: 0.031232 | Time: 3004.27 ms [2021-11-11 13:31:58 main:574] : INFO : Epoch 2039 | loss: 0.0309937 | val_loss: 0.0312483 | Time: 3004.82 ms [2021-11-11 13:32:01 main:574] : INFO : Epoch 2040 | loss: 0.0309863 | val_loss: 0.0312493 | Time: 2972.87 ms [2021-11-11 13:32:04 main:574] : INFO : Epoch 2041 | loss: 0.0309866 | val_loss: 0.0312293 | Time: 2971.54 ms [2021-11-11 13:32:07 main:574] : INFO : Epoch 2042 | loss: 0.0309921 | val_loss: 0.0312592 | Time: 3010.12 ms [2021-11-11 13:32:10 main:574] : INFO : Epoch 2043 | loss: 0.0309951 | val_loss: 0.0312214 | Time: 3012.06 ms [2021-11-11 13:32:13 main:574] : INFO : Epoch 2044 | loss: 0.0310083 | val_loss: 0.0312189 | Time: 3007.39 ms [2021-11-11 13:32:16 main:574] : INFO : Epoch 2045 | loss: 0.0309928 | val_loss: 0.031213 | Time: 2997.73 ms [2021-11-11 13:32:19 main:574] : INFO : Epoch 2046 | loss: 0.0309911 | val_loss: 0.0312325 | Time: 2970.89 ms [2021-11-11 13:32:22 main:574] : INFO : Epoch 2047 | loss: 0.0309832 | val_loss: 0.0312329 | Time: 3015.6 ms [2021-11-11 13:32:25 main:574] : INFO : Epoch 2048 | loss: 0.0309832 | val_loss: 0.0312463 | Time: 3025.45 ms [2021-11-11 13:32:25 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312463 [2021-11-11 13:32:25 main:603] : INFO : Saving end state to config to file [2021-11-11 13:32:25 main:608] : INFO : Success, exiting.. 13:32:25 (17896): 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)