Task 13845576
| Name | ParityModified-1647047904-15391-2-0_0 |
| Workunit | 10925301 |
| Created | 27 Mar 2022, 10:27:56 UTC |
| Sent | 1 Apr 2022, 3:26:19 UTC |
| Report deadline | 9 Apr 2022, 3:26:19 UTC |
| Received | 1 Apr 2022, 7:12:51 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19105 |
| Run time | 44 min 53 sec |
| CPU time | 44 min 36 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 11,157.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.38 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ime: 1227.37 ms [2022-04-01 07:55:50 main:574] : INFO : Epoch 1528 | loss: 0.031242 | val_loss: 0.0312393 | Time: 1223.52 ms [2022-04-01 07:55:51 main:574] : INFO : Epoch 1529 | loss: 0.0312413 | val_loss: 0.0312389 | Time: 1280.26 ms [2022-04-01 07:55:53 main:574] : INFO : Epoch 1530 | loss: 0.0312426 | val_loss: 0.0312406 | Time: 1454.06 ms [2022-04-01 07:55:54 main:574] : INFO : Epoch 1531 | loss: 0.0312454 | val_loss: 0.0312425 | Time: 1581.13 ms [2022-04-01 07:55:56 main:574] : INFO : Epoch 1532 | loss: 0.0312435 | val_loss: 0.0312403 | Time: 1311.35 ms [2022-04-01 07:55:57 main:574] : INFO : Epoch 1533 | loss: 0.0312415 | val_loss: 0.0312423 | Time: 1281.91 ms [2022-04-01 07:55:58 main:574] : INFO : Epoch 1534 | loss: 0.0312419 | val_loss: 0.0312409 | Time: 1213.5 ms [2022-04-01 07:56:00 main:574] : INFO : Epoch 1535 | loss: 0.0312422 | val_loss: 0.0312415 | Time: 1226.01 ms [2022-04-01 07:56:01 main:574] : INFO : Epoch 1536 | loss: 0.0312425 | val_loss: 0.031241 | Time: 1258.71 ms [2022-04-01 07:56:02 main:574] : INFO : Epoch 1537 | loss: 0.0312423 | val_loss: 0.0312408 | Time: 1297.33 ms [2022-04-01 07:56:03 main:574] : INFO : Epoch 1538 | loss: 0.0312426 | val_loss: 0.0312435 | Time: 1251.93 ms [2022-04-01 07:56:05 main:574] : INFO : Epoch 1539 | loss: 0.0312422 | val_loss: 0.0312381 | Time: 1275.94 ms [2022-04-01 07:56:06 main:574] : INFO : Epoch 1540 | loss: 0.0312412 | val_loss: 0.0312411 | Time: 1274.28 ms [2022-04-01 07:56:07 main:574] : INFO : Epoch 1541 | loss: 0.0312414 | val_loss: 0.0312382 | Time: 1245.91 ms [2022-04-01 07:56:08 main:574] : INFO : Epoch 1542 | loss: 0.0312409 | val_loss: 0.0312386 | Time: 1247.85 ms [2022-04-01 07:56:10 main:574] : INFO : Epoch 1543 | loss: 0.0312407 | val_loss: 0.0312379 | Time: 1230.89 ms [2022-04-01 07:56:11 main:574] : INFO : Epoch 1544 | loss: 0.0312418 | val_loss: 0.0312401 | Time: 1276.06 ms [2022-04-01 07:56:12 main:574] : INFO : Epoch 1545 | loss: 0.0312418 | val_loss: 0.0312386 | Time: 1266.88 ms [2022-04-01 07:56:13 main:574] : INFO : Epoch 1546 | loss: 0.0312414 | val_loss: 0.0312394 | Time: 1237.04 ms [2022-04-01 07:56:15 main:574] : INFO : Epoch 1547 | loss: 0.0312417 | val_loss: 0.0312382 | Time: 1265.16 ms [2022-04-01 07:56:16 main:574] : INFO : Epoch 1548 | loss: 0.0312415 | val_loss: 0.0312394 | Time: 1253.1 ms [2022-04-01 07:56:17 main:574] : INFO : Epoch 1549 | loss: 0.031241 | val_loss: 0.0312381 | Time: 1282.65 ms [2022-04-01 07:56:18 main:574] : INFO : Epoch 1550 | loss: 0.0312434 | val_loss: 0.0312418 | Time: 1223.76 ms [2022-04-01 07:56:20 main:574] : INFO : Epoch 1551 | loss: 0.031243 | val_loss: 0.0312392 | Time: 1223.96 ms [2022-04-01 07:56:21 main:574] : INFO : Epoch 1552 | loss: 0.0312429 | val_loss: 0.0312401 | Time: 1301.12 ms [2022-04-01 07:56:22 main:574] : INFO : Epoch 1553 | loss: 0.0312429 | val_loss: 0.0312388 | Time: 1252.81 ms [2022-04-01 07:56:24 main:574] : INFO : Epoch 1554 | loss: 0.0312426 | val_loss: 0.0312397 | Time: 1330.53 ms [2022-04-01 07:56:25 main:574] : INFO : Epoch 1555 | loss: 0.031242 | val_loss: 0.0312389 | Time: 1235.16 ms [2022-04-01 07:56:26 main:574] : INFO : Epoch 1556 | loss: 0.031242 | val_loss: 0.0312388 | Time: 1213.43 ms [2022-04-01 07:56:27 main:574] : INFO : Epoch 1557 | loss: 0.0312426 | val_loss: 0.0312385 | Time: 1271.15 ms [2022-04-01 07:56:29 main:574] : INFO : Epoch 1558 | loss: 0.031243 | val_loss: 0.0312418 | Time: 1275.41 ms [2022-04-01 07:56:30 main:574] : INFO : Epoch 1559 | loss: 0.0312427 | val_loss: 0.0312416 | Time: 1309.2 ms [2022-04-01 07:56:31 main:574] : INFO : Epoch 1560 | loss: 0.0312433 | val_loss: 0.031244 | Time: 1228.62 ms [2022-04-01 07:56:32 main:574] : INFO : Epoch 1561 | loss: 0.0312438 | val_loss: 0.0312415 | Time: 1257.86 ms [2022-04-01 07:56:34 main:574] : INFO : Epoch 1562 | loss: 0.0312425 | val_loss: 0.031239 | Time: 1197.6 ms [2022-04-01 07:56:35 main:574] : INFO : Epoch 1563 | loss: 0.0312416 | val_loss: 0.0312386 | Time: 1232.05 ms [2022-04-01 07:56:36 main:574] : INFO : Epoch 1564 | loss: 0.0312417 | val_loss: 0.0312393 | Time: 1238.59 ms [2022-04-01 07:56:37 main:574] : INFO : Epoch 1565 | loss: 0.0312427 | val_loss: 0.0312391 | Time: 1254.69 ms [2022-04-01 07:56:39 main:574] : INFO : Epoch 1566 | loss: 0.0312421 | val_loss: 0.0312435 | Time: 1327.53 ms [2022-04-01 07:56:40 main:574] : INFO : Epoch 1567 | loss: 0.031245 | val_loss: 0.0312477 | Time: 1285.55 ms [2022-04-01 07:56:41 main:574] : INFO : Epoch 1568 | loss: 0.0312438 | val_loss: 0.0312395 | Time: 1232.84 ms [2022-04-01 07:56:42 main:574] : INFO : Epoch 1569 | loss: 0.0312417 | val_loss: 0.0312389 | Time: 1228.36 ms [2022-04-01 07:56:44 main:574] : INFO : Epoch 1570 | loss: 0.0312419 | val_loss: 0.0312402 | Time: 1228.48 ms [2022-04-01 07:56:45 main:574] : INFO : Epoch 1571 | loss: 0.0312422 | val_loss: 0.0312403 | Time: 1225.09 ms [2022-04-01 07:56:46 main:574] : INFO : Epoch 1572 | loss: 0.0312435 | val_loss: 0.031241 | Time: 1287.39 ms [2022-04-01 07:56:47 main:574] : INFO : Epoch 1573 | loss: 0.0312419 | val_loss: 0.0312383 | Time: 1297.53 ms [2022-04-01 07:56:49 main:574] : INFO : Epoch 1574 | loss: 0.031244 | val_loss: 0.0312463 | Time: 1234.77 ms [2022-04-01 07:56:50 main:574] : INFO : Epoch 1575 | loss: 0.0312426 | val_loss: 0.0312385 | Time: 1228.33 ms [2022-04-01 07:56:51 main:574] : INFO : Epoch 1576 | loss: 0.0312433 | val_loss: 0.0312418 | Time: 1275.6 ms [2022-04-01 07:56:52 main:574] : INFO : Epoch 1577 | loss: 0.031245 | val_loss: 0.0312383 | Time: 1243.73 ms [2022-04-01 07:56:54 main:574] : INFO : Epoch 1578 | loss: 0.0312434 | val_loss: 0.0312377 | Time: 1306.95 ms [2022-04-01 07:56:55 main:574] : INFO : Epoch 1579 | loss: 0.0312421 | val_loss: 0.0312416 | Time: 1417.41 ms [2022-04-01 07:56:57 main:574] : INFO : Epoch 1580 | loss: 0.0312437 | val_loss: 0.0312419 | Time: 1569.88 ms [2022-04-01 07:56:58 main:574] : INFO : Epoch 1581 | loss: 0.0312427 | val_loss: 0.0312375 | Time: 1297.78 ms [2022-04-01 07:56:59 main:574] : INFO : Epoch 1582 | loss: 0.0312419 | val_loss: 0.031254 | Time: 1241.77 ms [2022-04-01 07:57:01 main:574] : INFO : Epoch 1583 | loss: 0.0312458 | val_loss: 0.0312403 | Time: 1224.93 ms [2022-04-01 07:57:02 main:574] : INFO : Epoch 1584 | loss: 0.0312424 | val_loss: 0.0312379 | Time: 1282.53 ms [2022-04-01 07:57:03 main:574] : INFO : Epoch 1585 | loss: 0.0312419 | val_loss: 0.0312385 | Time: 1286.77 ms [2022-04-01 07:57:04 main:574] : INFO : Epoch 1586 | loss: 0.0312424 | val_loss: 0.0312408 | Time: 1285.1 ms [2022-04-01 07:57:06 main:574] : INFO : Epoch 1587 | loss: 0.0312423 | val_loss: 0.0312401 | Time: 1321.57 ms [2022-04-01 07:57:07 main:574] : INFO : Epoch 1588 | loss: 0.0312417 | val_loss: 0.031238 | Time: 1239.03 ms [2022-04-01 07:57:08 main:574] : INFO : Epoch 1589 | loss: 0.0312414 | val_loss: 0.0312389 | Time: 1258.61 ms [2022-04-01 07:57:10 main:574] : INFO : Epoch 1590 | loss: 0.0312418 | val_loss: 0.0312408 | Time: 1231.4 ms [2022-04-01 07:57:11 main:574] : INFO : Epoch 1591 | loss: 0.0312423 | val_loss: 0.0312382 | Time: 1236.58 ms [2022-04-01 07:57:12 main:574] : INFO : Epoch 1592 | loss: 0.0312423 | val_loss: 0.0312413 | Time: 1241.15 ms [2022-04-01 07:57:13 main:574] : INFO : Epoch 1593 | loss: 0.0312428 | val_loss: 0.0312402 | Time: 1290.02 ms [2022-04-01 07:57:15 main:574] : INFO : Epoch 1594 | loss: 0.0312423 | val_loss: 0.0312389 | Time: 1345.25 ms [2022-04-01 07:57:16 main:574] : INFO : Epoch 1595 | loss: 0.031241 | val_loss: 0.0312373 | Time: 1274.85 ms [2022-04-01 07:57:17 main:574] : INFO : Epoch 1596 | loss: 0.0312411 | val_loss: 0.0312378 | Time: 1284.38 ms [2022-04-01 07:57:18 main:574] : INFO : Epoch 1597 | loss: 0.0312418 | val_loss: 0.0312386 | Time: 1252.54 ms [2022-04-01 07:57:20 main:574] : INFO : Epoch 1598 | loss: 0.0312421 | val_loss: 0.0312401 | Time: 1236.02 ms [2022-04-01 07:57:21 main:574] : INFO : Epoch 1599 | loss: 0.0312419 | val_loss: 0.0312377 | Time: 1222.39 ms [2022-04-01 07:57:22 main:574] : INFO : Epoch 1600 | loss: 0.0312416 | val_loss: 0.0312382 | Time: 1268.8 ms [2022-04-01 07:57:23 main:574] : INFO : Epoch 1601 | loss: 0.031242 | val_loss: 0.0312374 | Time: 1262 ms [2022-04-01 07:57:25 main:574] : INFO : Epoch 1602 | loss: 0.031243 | val_loss: 0.0312434 | Time: 1346.1 ms [2022-04-01 07:57:26 main:574] : INFO : Epoch 1603 | loss: 0.0312427 | val_loss: 0.0312378 | Time: 1314.67 ms [2022-04-01 07:57:27 main:574] : INFO : Epoch 1604 | loss: 0.031242 | val_loss: 0.0312403 | Time: 1256.07 ms [2022-04-01 07:57:29 main:574] : INFO : Epoch 1605 | loss: 0.0312425 | val_loss: 0.0312383 | Time: 1251.84 ms [2022-04-01 07:57:30 main:574] : INFO : Epoch 1606 | loss: 0.0312418 | val_loss: 0.0312376 | Time: 1265.71 ms [2022-04-01 07:57:31 main:574] : INFO : Epoch 1607 | loss: 0.0312424 | val_loss: 0.0312392 | Time: 1259.77 ms [2022-04-01 07:57:32 main:574] : INFO : Epoch 1608 | loss: 0.0312427 | val_loss: 0.0312401 | Time: 1301.95 ms [2022-04-01 07:57:34 main:574] : INFO : Epoch 1609 | loss: 0.0312425 | val_loss: 0.0312395 | Time: 1269.61 ms [2022-04-01 07:57:35 main:574] : INFO : Epoch 1610 | loss: 0.0312427 | val_loss: 0.0312407 | Time: 1260.78 ms [2022-04-01 07:57:36 main:574] : INFO : Epoch 1611 | loss: 0.0312423 | val_loss: 0.0312399 | Time: 1247.18 ms [2022-04-01 07:57:38 main:574] : INFO : Epoch 1612 | loss: 0.0312419 | val_loss: 0.0312388 | Time: 1274.04 ms [2022-04-01 07:57:39 main:574] : INFO : Epoch 1613 | loss: 0.0312415 | val_loss: 0.0312407 | Time: 1239.79 ms [2022-04-01 07:57:40 main:574] : INFO : Epoch 1614 | loss: 0.0312423 | val_loss: 0.0312419 | Time: 1238.82 ms [2022-04-01 07:57:41 main:574] : INFO : Epoch 1615 | loss: 0.0312417 | val_loss: 0.031239 | Time: 1277.92 ms [2022-04-01 07:57:43 main:574] : INFO : Epoch 1616 | loss: 0.0312431 | val_loss: 0.0312398 | Time: 1223.02 ms [2022-04-01 07:57:44 main:574] : INFO : Epoch 1617 | loss: 0.0312411 | val_loss: 0.0312389 | Time: 1269.51 ms [2022-04-01 07:57:45 main:574] : INFO : Epoch 1618 | loss: 0.0312409 | val_loss: 0.0312387 | Time: 1246.55 ms [2022-04-01 07:57:46 main:574] : INFO : Epoch 1619 | loss: 0.0312412 | val_loss: 0.0312383 | Time: 1228.05 ms [2022-04-01 07:57:48 main:574] : INFO : Epoch 1620 | loss: 0.0312412 | val_loss: 0.0312392 | Time: 1229.72 ms [2022-04-01 07:57:49 main:574] : INFO : Epoch 1621 | loss: 0.0312413 | val_loss: 0.0312394 | Time: 1294.42 ms [2022-04-01 07:57:50 main:574] : INFO : Epoch 1622 | loss: 0.0312422 | val_loss: 0.0312398 | Time: 1240.01 ms [2022-04-01 07:57:51 main:574] : INFO : Epoch 1623 | loss: 0.0312415 | val_loss: 0.0312393 | Time: 1288.36 ms [2022-04-01 07:57:53 main:574] : INFO : Epoch 1624 | loss: 0.0312413 | val_loss: 0.0312393 | Time: 1261.46 ms [2022-04-01 07:57:54 main:574] : INFO : Epoch 1625 | loss: 0.0312415 | val_loss: 0.0312396 | Time: 1238.12 ms [2022-04-01 07:57:55 main:574] : INFO : Epoch 1626 | loss: 0.0312417 | val_loss: 0.0312385 | Time: 1273.18 ms [2022-04-01 07:57:57 main:574] : INFO : Epoch 1627 | loss: 0.0312422 | val_loss: 0.0312412 | Time: 1374.31 ms [2022-04-01 07:57:58 main:574] : INFO : Epoch 1628 | loss: 0.0312411 | val_loss: 0.0312397 | Time: 1445.51 ms [2022-04-01 07:58:00 main:574] : INFO : Epoch 1629 | loss: 0.0312425 | val_loss: 0.0312399 | Time: 1523.95 ms [2022-04-01 07:58:01 main:574] : INFO : Epoch 1630 | loss: 0.0312415 | val_loss: 0.0312422 | Time: 1340.91 ms [2022-04-01 07:58:02 main:574] : INFO : Epoch 1631 | loss: 0.0312424 | val_loss: 0.0312405 | Time: 1316.73 ms [2022-04-01 07:58:03 main:574] : INFO : Epoch 1632 | loss: 0.0312429 | val_loss: 0.0312386 | Time: 1244.24 ms [2022-04-01 07:58:05 main:574] : INFO : Epoch 1633 | loss: 0.0312428 | val_loss: 0.0312429 | Time: 1234.56 ms [2022-04-01 07:58:06 main:574] : INFO : Epoch 1634 | loss: 0.0312418 | val_loss: 0.0312381 | Time: 1272.66 ms [2022-04-01 07:58:07 main:574] : INFO : Epoch 1635 | loss: 0.0312413 | val_loss: 0.0312386 | Time: 1249.61 ms [2022-04-01 07:58:08 main:574] : INFO : Epoch 1636 | loss: 0.0312414 | val_loss: 0.0312396 | Time: 1255.78 ms [2022-04-01 07:58:10 main:574] : INFO : Epoch 1637 | loss: 0.0312419 | val_loss: 0.0312419 | Time: 1301.11 ms [2022-04-01 07:58:11 main:574] : INFO : Epoch 1638 | loss: 0.0312428 | val_loss: 0.0312416 | Time: 1239.12 ms [2022-04-01 07:58:12 main:574] : INFO : Epoch 1639 | loss: 0.0312425 | val_loss: 0.0312391 | Time: 1247.44 ms [2022-04-01 07:58:14 main:574] : INFO : Epoch 1640 | loss: 0.0312409 | val_loss: 0.0312375 | Time: 1239.31 ms [2022-04-01 07:58:15 main:574] : INFO : Epoch 1641 | loss: 0.0312405 | val_loss: 0.0312393 | Time: 1244.86 ms [2022-04-01 07:58:16 main:574] : INFO : Epoch 1642 | loss: 0.0312407 | val_loss: 0.0312386 | Time: 1271.36 ms [2022-04-01 07:58:17 main:574] : INFO : Epoch 1643 | loss: 0.0312426 | val_loss: 0.031242 | Time: 1262.75 ms [2022-04-01 07:58:19 main:574] : INFO : Epoch 1644 | loss: 0.0312452 | val_loss: 0.0312446 | Time: 1302.79 ms [2022-04-01 07:58:20 main:574] : INFO : Epoch 1645 | loss: 0.0312435 | val_loss: 0.0312412 | Time: 1221.74 ms [2022-04-01 07:58:21 main:574] : INFO : Epoch 1646 | loss: 0.0312421 | val_loss: 0.0312397 | Time: 1269.74 ms [2022-04-01 07:58:22 main:574] : INFO : Epoch 1647 | loss: 0.0312403 | val_loss: 0.0312387 | Time: 1261.3 ms [2022-04-01 07:58:24 main:574] : INFO : Epoch 1648 | loss: 0.031241 | val_loss: 0.0312395 | Time: 1241.02 ms [2022-04-01 07:58:25 main:574] : INFO : Epoch 1649 | loss: 0.0312407 | val_loss: 0.0312411 | Time: 1257.46 ms [2022-04-01 07:58:26 main:574] : INFO : Epoch 1650 | loss: 0.0312418 | val_loss: 0.0312398 | Time: 1271.04 ms [2022-04-01 07:58:27 main:574] : INFO : Epoch 1651 | loss: 0.031241 | val_loss: 0.0312413 | Time: 1345.45 ms [2022-04-01 07:58:29 main:574] : INFO : Epoch 1652 | loss: 0.0312424 | val_loss: 0.0312403 | Time: 1276.91 ms [2022-04-01 07:58:30 main:574] : INFO : Epoch 1653 | loss: 0.031246 | val_loss: 0.0312463 | Time: 1230.93 ms [2022-04-01 07:58:31 main:574] : INFO : Epoch 1654 | loss: 0.0312469 | val_loss: 0.0312432 | Time: 1249.27 ms [2022-04-01 07:58:33 main:574] : INFO : Epoch 1655 | loss: 0.0312456 | val_loss: 0.0312461 | Time: 1247.34 ms [2022-04-01 07:58:34 main:574] : INFO : Epoch 1656 | loss: 0.0312496 | val_loss: 0.0312482 | Time: 1235.65 ms [2022-04-01 07:58:35 main:574] : INFO : Epoch 1657 | loss: 0.0312445 | val_loss: 0.0312422 | Time: 1252.73 ms [2022-04-01 07:58:36 main:574] : INFO : Epoch 1658 | loss: 0.0312428 | val_loss: 0.0312398 | Time: 1309.28 ms [2022-04-01 07:58:38 main:574] : INFO : Epoch 1659 | loss: 0.031242 | val_loss: 0.0312397 | Time: 1263.5 ms [2022-04-01 07:58:39 main:574] : INFO : Epoch 1660 | loss: 0.0312418 | val_loss: 0.0312413 | Time: 1210.43 ms [2022-04-01 07:58:40 main:574] : INFO : Epoch 1661 | loss: 0.0312424 | val_loss: 0.0312393 | Time: 1249.52 ms [2022-04-01 07:58:41 main:574] : INFO : Epoch 1662 | loss: 0.0312427 | val_loss: 0.0312389 | Time: 1233.22 ms [2022-04-01 07:58:43 main:574] : INFO : Epoch 1663 | loss: 0.031242 | val_loss: 0.0312415 | Time: 1279.63 ms [2022-04-01 07:58:44 main:574] : INFO : Epoch 1664 | loss: 0.031243 | val_loss: 0.03124 | Time: 1230.23 ms [2022-04-01 07:58:45 main:574] : INFO : Epoch 1665 | loss: 0.0312421 | val_loss: 0.0312394 | Time: 1301.44 ms [2022-04-01 07:58:46 main:574] : INFO : Epoch 1666 | loss: 0.0312424 | val_loss: 0.0312395 | Time: 1252.82 ms [2022-04-01 07:58:48 main:574] : INFO : Epoch 1667 | loss: 0.0312412 | val_loss: 0.0312404 | Time: 1259.14 ms [2022-04-01 07:58:49 main:574] : INFO : Epoch 1668 | loss: 0.0312407 | val_loss: 0.0312389 | Time: 1222.77 ms [2022-04-01 07:58:50 main:574] : INFO : Epoch 1669 | loss: 0.0312417 | val_loss: 0.0312432 | Time: 1221.81 ms [2022-04-01 07:58:51 main:574] : INFO : Epoch 1670 | loss: 0.0312415 | val_loss: 0.0312426 | Time: 1219.66 ms [2022-04-01 07:58:53 main:574] : INFO : Epoch 1671 | loss: 0.0312432 | val_loss: 0.0312397 | Time: 1245.32 ms [2022-04-01 07:58:54 main:574] : INFO : Epoch 1672 | loss: 0.0312414 | val_loss: 0.031241 | Time: 1303.35 ms [2022-04-01 07:58:55 main:574] : INFO : Epoch 1673 | loss: 0.0312428 | val_loss: 0.0312407 | Time: 1267.3 ms [2022-04-01 07:58:56 main:574] : INFO : Epoch 1674 | loss: 0.0312441 | val_loss: 0.0312433 | Time: 1232.91 ms [2022-04-01 07:58:58 main:574] : INFO : Epoch 1675 | loss: 0.0312423 | val_loss: 0.0312405 | Time: 1271.94 ms [2022-04-01 07:58:59 main:574] : INFO : Epoch 1676 | loss: 0.0312414 | val_loss: 0.0312406 | Time: 1365.34 ms [2022-04-01 07:59:01 main:574] : INFO : Epoch 1677 | loss: 0.0312408 | val_loss: 0.0312428 | Time: 1488.64 ms [2022-04-01 07:59:02 main:574] : INFO : Epoch 1678 | loss: 0.0312416 | val_loss: 0.0312412 | Time: 1313.17 ms [2022-04-01 07:59:03 main:574] : INFO : Epoch 1679 | loss: 0.031241 | val_loss: 0.0312404 | Time: 1309.78 ms [2022-04-01 07:59:04 main:574] : INFO : Epoch 1680 | loss: 0.0312423 | val_loss: 0.0312408 | Time: 1309.09 ms [2022-04-01 07:59:06 main:574] : INFO : Epoch 1681 | loss: 0.0312422 | val_loss: 0.0312418 | Time: 1264.87 ms [2022-04-01 07:59:07 main:574] : INFO : Epoch 1682 | loss: 0.031244 | val_loss: 0.031251 | Time: 1211.71 ms [2022-04-01 07:59:08 main:574] : INFO : Epoch 1683 | loss: 0.0312467 | val_loss: 0.0312447 | Time: 1254.16 ms [2022-04-01 07:59:09 main:574] : INFO : Epoch 1684 | loss: 0.0312431 | val_loss: 0.0312425 | Time: 1239.66 ms [2022-04-01 07:59:11 main:574] : INFO : Epoch 1685 | loss: 0.0312422 | val_loss: 0.0312411 | Time: 1252.51 ms [2022-04-01 07:59:12 main:574] : INFO : Epoch 1686 | loss: 0.0312428 | val_loss: 0.0312433 | Time: 1288.86 ms [2022-04-01 07:59:13 main:574] : INFO : Epoch 1687 | loss: 0.0312419 | val_loss: 0.0312407 | Time: 1284.94 ms [2022-04-01 07:59:15 main:574] : INFO : Epoch 1688 | loss: 0.0312414 | val_loss: 0.0312413 | Time: 1255.32 ms [2022-04-01 07:59:16 main:574] : INFO : Epoch 1689 | loss: 0.0312425 | val_loss: 0.0312414 | Time: 1264.25 ms [2022-04-01 07:59:17 main:574] : INFO : Epoch 1690 | loss: 0.0312422 | val_loss: 0.0312437 | Time: 1227.19 ms [2022-04-01 07:59:18 main:574] : INFO : Epoch 1691 | loss: 0.0312431 | val_loss: 0.0312453 | Time: 1233.4 ms [2022-04-01 07:59:20 main:574] : INFO : Epoch 1692 | loss: 0.0312443 | val_loss: 0.0312425 | Time: 1306.86 ms [2022-04-01 07:59:21 main:574] : INFO : Epoch 1693 | loss: 0.0312425 | val_loss: 0.0312416 | Time: 1258.44 ms [2022-04-01 07:59:22 main:574] : INFO : Epoch 1694 | loss: 0.0312418 | val_loss: 0.031241 | Time: 1263.78 ms [2022-04-01 07:59:23 main:574] : INFO : Epoch 1695 | loss: 0.0312401 | val_loss: 0.0312386 | Time: 1236.7 ms [2022-04-01 07:59:25 main:574] : INFO : Epoch 1696 | loss: 0.0312411 | val_loss: 0.0312394 | Time: 1224.59 ms [2022-04-01 07:59:26 main:574] : INFO : Epoch 1697 | loss: 0.0312402 | val_loss: 0.0312378 | Time: 1228.7 ms [2022-04-01 07:59:27 main:574] : INFO : Epoch 1698 | loss: 0.0312403 | val_loss: 0.0312393 | Time: 1253.7 ms [2022-04-01 07:59:28 main:574] : INFO : Epoch 1699 | loss: 0.0312408 | val_loss: 0.0312394 | Time: 1272.5 ms [2022-04-01 07:59:30 main:574] : INFO : Epoch 1700 | loss: 0.0312417 | val_loss: 0.0312401 | Time: 1332.57 ms [2022-04-01 07:59:31 main:574] : INFO : Epoch 1701 | loss: 0.0312409 | val_loss: 0.0312395 | Time: 1271.84 ms [2022-04-01 07:59:32 main:574] : INFO : Epoch 1702 | loss: 0.0312408 | val_loss: 0.0312394 | Time: 1218.07 ms [2022-04-01 07:59:33 main:574] : INFO : Epoch 1703 | loss: 0.0312412 | val_loss: 0.03124 | Time: 1235.23 ms [2022-04-01 07:59:35 main:574] : INFO : Epoch 1704 | loss: 0.0312405 | val_loss: 0.0312398 | Time: 1253.08 ms [2022-04-01 07:59:36 main:574] : INFO : Epoch 1705 | loss: 0.0312415 | val_loss: 0.0312454 | Time: 1236.94 ms [2022-04-01 07:59:37 main:574] : INFO : Epoch 1706 | loss: 0.0312419 | val_loss: 0.0312435 | Time: 1294.55 ms [2022-04-01 07:59:39 main:574] : INFO : Epoch 1707 | loss: 0.0312417 | val_loss: 0.0312397 | Time: 1273.75 ms [2022-04-01 07:59:40 main:574] : INFO : Epoch 1708 | loss: 0.0312411 | val_loss: 0.0312392 | Time: 1326 ms [2022-04-01 07:59:41 main:574] : INFO : Epoch 1709 | loss: 0.0312408 | val_loss: 0.0312389 | Time: 1242.13 ms [2022-04-01 07:59:42 main:574] : INFO : Epoch 1710 | loss: 0.0312406 | val_loss: 0.0312388 | Time: 1243.47 ms [2022-04-01 07:59:44 main:574] : INFO : Epoch 1711 | loss: 0.0312405 | val_loss: 0.0312391 | Time: 1229.2 ms [2022-04-01 07:59:45 main:574] : INFO : Epoch 1712 | loss: 0.0312409 | val_loss: 0.0312394 | Time: 1235.2 ms [2022-04-01 07:59:46 main:574] : INFO : Epoch 1713 | loss: 0.0312422 | val_loss: 0.031242 | Time: 1235.68 ms [2022-04-01 07:59:47 main:574] : INFO : Epoch 1714 | loss: 0.0312422 | val_loss: 0.0312388 | Time: 1235.37 ms [2022-04-01 07:59:49 main:574] : INFO : Epoch 1715 | loss: 0.0312408 | val_loss: 0.0312406 | Time: 1296.67 ms [2022-04-01 07:59:50 main:574] : INFO : Epoch 1716 | loss: 0.0312418 | val_loss: 0.0312409 | Time: 1277.13 ms [2022-04-01 07:59:51 main:574] : INFO : Epoch 1717 | loss: 0.031242 | val_loss: 0.0312433 | Time: 1212.93 ms [2022-04-01 07:59:52 main:574] : INFO : Epoch 1718 | loss: 0.0312415 | val_loss: 0.0312385 | Time: 1212.59 ms [2022-04-01 07:59:54 main:574] : INFO : Epoch 1719 | loss: 0.0312408 | val_loss: 0.0312402 | Time: 1215.25 ms [2022-04-01 07:59:55 main:574] : INFO : Epoch 1720 | loss: 0.0312405 | val_loss: 0.0312409 | Time: 1193.19 ms [2022-04-01 07:59:56 main:574] : INFO : Epoch 1721 | loss: 0.0312409 | val_loss: 0.0312391 | Time: 1201.86 ms [2022-04-01 07:59:57 main:574] : INFO : Epoch 1722 | loss: 0.0312405 | val_loss: 0.0312383 | Time: 1212.13 ms [2022-04-01 07:59:58 main:574] : INFO : Epoch 1723 | loss: 0.0312401 | val_loss: 0.031239 | Time: 1195.22 ms [2022-04-01 08:00:00 main:574] : INFO : Epoch 1724 | loss: 0.0312404 | val_loss: 0.0312401 | Time: 1228.43 ms [2022-04-01 08:00:01 main:574] : INFO : Epoch 1725 | loss: 0.0312418 | val_loss: 0.0312403 | Time: 1321.79 ms [2022-04-01 08:00:02 main:574] : INFO : Epoch 1726 | loss: 0.0312408 | val_loss: 0.0312394 | Time: 1358.35 ms [2022-04-01 08:00:04 main:574] : INFO : Epoch 1727 | loss: 0.0312412 | val_loss: 0.0312394 | Time: 1230.63 ms [2022-04-01 08:00:05 main:574] : INFO : Epoch 1728 | loss: 0.0312427 | val_loss: 0.031244 | Time: 1193.88 ms [2022-04-01 08:00:06 main:574] : INFO : Epoch 1729 | loss: 0.0312415 | val_loss: 0.031239 | Time: 1200.13 ms [2022-04-01 08:00:07 main:574] : INFO : Epoch 1730 | loss: 0.0312426 | val_loss: 0.0312411 | Time: 1192.52 ms [2022-04-01 08:00:08 main:574] : INFO : Epoch 1731 | loss: 0.0312415 | val_loss: 0.0312391 | Time: 1181.07 ms [2022-04-01 08:00:10 main:574] : INFO : Epoch 1732 | loss: 0.0312401 | val_loss: 0.0312405 | Time: 1196.63 ms [2022-04-01 08:00:11 main:574] : INFO : Epoch 1733 | loss: 0.031241 | val_loss: 0.0312398 | Time: 1182.43 ms [2022-04-01 08:00:12 main:574] : INFO : Epoch 1734 | loss: 0.0312403 | val_loss: 0.0312394 | Time: 1176.73 ms [2022-04-01 08:00:13 main:574] : INFO : Epoch 1735 | loss: 0.0312397 | val_loss: 0.0312391 | Time: 1208.71 ms [2022-04-01 08:00:14 main:574] : INFO : Epoch 1736 | loss: 0.0312405 | val_loss: 0.0312408 | Time: 1186.22 ms [2022-04-01 08:00:16 main:574] : INFO : Epoch 1737 | loss: 0.0312409 | val_loss: 0.0312405 | Time: 1212.16 ms [2022-04-01 08:00:17 main:574] : INFO : Epoch 1738 | loss: 0.0312403 | val_loss: 0.0312414 | Time: 1199.22 ms [2022-04-01 08:00:18 main:574] : INFO : Epoch 1739 | loss: 0.031243 | val_loss: 0.0312406 | Time: 1192.14 ms [2022-04-01 08:00:19 main:574] : INFO : Epoch 1740 | loss: 0.0312404 | val_loss: 0.0312387 | Time: 1194.92 ms [2022-04-01 08:00:20 main:574] : INFO : Epoch 1741 | loss: 0.0312397 | val_loss: 0.0312395 | Time: 1195.82 ms [2022-04-01 08:00:22 main:574] : INFO : Epoch 1742 | loss: 0.0312397 | val_loss: 0.0312387 | Time: 1199.57 ms [2022-04-01 08:00:23 main:574] : INFO : Epoch 1743 | loss: 0.0312404 | val_loss: 0.0312385 | Time: 1192.24 ms [2022-04-01 08:00:24 main:574] : INFO : Epoch 1744 | loss: 0.0312401 | val_loss: 0.0312392 | Time: 1216.71 ms [2022-04-01 08:00:25 main:574] : INFO : Epoch 1745 | loss: 0.0312416 | val_loss: 0.031245 | Time: 1210.67 ms [2022-04-01 08:00:26 main:574] : INFO : Epoch 1746 | loss: 0.0312423 | val_loss: 0.031239 | Time: 1187.17 ms [2022-04-01 08:00:28 main:574] : INFO : Epoch 1747 | loss: 0.0312413 | val_loss: 0.031239 | Time: 1191.37 ms [2022-04-01 08:00:29 main:574] : INFO : Epoch 1748 | loss: 0.0312399 | val_loss: 0.0312399 | Time: 1190.26 ms [2022-04-01 08:00:30 main:574] : INFO : Epoch 1749 | loss: 0.0312402 | val_loss: 0.0312395 | Time: 1233.5 ms [2022-04-01 08:00:31 main:574] : INFO : Epoch 1750 | loss: 0.0312394 | val_loss: 0.0312408 | Time: 1194.85 ms [2022-04-01 08:00:32 main:574] : INFO : Epoch 1751 | loss: 0.0312401 | val_loss: 0.0312397 | Time: 1180.08 ms [2022-04-01 08:00:34 main:574] : INFO : Epoch 1752 | loss: 0.0312405 | val_loss: 0.0312391 | Time: 1198.2 ms [2022-04-01 08:00:35 main:574] : INFO : Epoch 1753 | loss: 0.0312397 | val_loss: 0.031239 | Time: 1207.25 ms [2022-04-01 08:00:36 main:574] : INFO : Epoch 1754 | loss: 0.0312418 | val_loss: 0.0312384 | Time: 1184.4 ms [2022-04-01 08:00:37 main:574] : INFO : Epoch 1755 | loss: 0.0312402 | val_loss: 0.0312401 | Time: 1179.47 ms [2022-04-01 08:00:38 main:574] : INFO : Epoch 1756 | loss: 0.0312397 | val_loss: 0.0312382 | Time: 1189.02 ms [2022-04-01 08:00:40 main:574] : INFO : Epoch 1757 | loss: 0.031241 | val_loss: 0.031244 | Time: 1203.14 ms [2022-04-01 08:00:41 main:574] : INFO : Epoch 1758 | loss: 0.0312407 | val_loss: 0.0312401 | Time: 1183.59 ms [2022-04-01 08:00:42 main:574] : INFO : Epoch 1759 | loss: 0.0312407 | val_loss: 0.0312417 | Time: 1194.25 ms [2022-04-01 08:00:43 main:574] : INFO : Epoch 1760 | loss: 0.0312409 | val_loss: 0.0312385 | Time: 1228.31 ms [2022-04-01 08:00:44 main:574] : INFO : Epoch 1761 | loss: 0.0312401 | val_loss: 0.0312381 | Time: 1181.77 ms [2022-04-01 08:00:46 main:574] : INFO : Epoch 1762 | loss: 0.0312408 | val_loss: 0.0312409 | Time: 1210.95 ms [2022-04-01 08:00:47 main:574] : INFO : Epoch 1763 | loss: 0.03124 | val_loss: 0.0312388 | Time: 1188.26 ms [2022-04-01 08:00:48 main:574] : INFO : Epoch 1764 | loss: 0.0312404 | val_loss: 0.0312385 | Time: 1185.83 ms [2022-04-01 08:00:49 main:574] : INFO : Epoch 1765 | loss: 0.0312407 | val_loss: 0.0312407 | Time: 1180.02 ms [2022-04-01 08:00:50 main:574] : INFO : Epoch 1766 | loss: 0.0312411 | val_loss: 0.0312387 | Time: 1195.56 ms [2022-04-01 08:00:52 main:574] : INFO : Epoch 1767 | loss: 0.0312412 | val_loss: 0.0312434 | Time: 1212.65 ms [2022-04-01 08:00:53 main:574] : INFO : Epoch 1768 | loss: 0.0312433 | val_loss: 0.0312399 | Time: 1201.29 ms [2022-04-01 08:00:54 main:574] : INFO : Epoch 1769 | loss: 0.0312402 | val_loss: 0.0312411 | Time: 1192.09 ms [2022-04-01 08:00:55 main:574] : INFO : Epoch 1770 | loss: 0.0312411 | val_loss: 0.0312411 | Time: 1199.61 ms [2022-04-01 08:00:56 main:574] : INFO : Epoch 1771 | loss: 0.0312408 | val_loss: 0.0312422 | Time: 1206.75 ms [2022-04-01 08:00:58 main:574] : INFO : Epoch 1772 | loss: 0.0312402 | val_loss: 0.0312397 | Time: 1182.77 ms [2022-04-01 08:00:59 main:574] : INFO : Epoch 1773 | loss: 0.0312423 | val_loss: 0.031246 | Time: 1192.15 ms [2022-04-01 08:01:00 main:574] : INFO : Epoch 1774 | loss: 0.0312418 | val_loss: 0.0312421 | Time: 1197.34 ms [2022-04-01 08:01:01 main:574] : INFO : Epoch 1775 | loss: 0.0312401 | val_loss: 0.0312419 | Time: 1263.78 ms [2022-04-01 08:01:02 main:574] : INFO : Epoch 1776 | loss: 0.0312397 | val_loss: 0.0312402 | Time: 1286.77 ms [2022-04-01 08:01:04 main:574] : INFO : Epoch 1777 | loss: 0.03124 | val_loss: 0.0312419 | Time: 1368.11 ms [2022-04-01 08:01:05 main:574] : INFO : Epoch 1778 | loss: 0.0312401 | val_loss: 0.0312404 | Time: 1250.8 ms [2022-04-01 08:01:06 main:574] : INFO : Epoch 1779 | loss: 0.0312393 | val_loss: 0.0312408 | Time: 1199.02 ms [2022-04-01 08:01:08 main:574] : INFO : Epoch 1780 | loss: 0.0312401 | val_loss: 0.0312416 | Time: 1209.56 ms [2022-04-01 08:01:09 main:574] : INFO : Epoch 1781 | loss: 0.0312402 | val_loss: 0.0312398 | Time: 1197.61 ms [2022-04-01 08:01:10 main:574] : INFO : Epoch 1782 | loss: 0.0312394 | val_loss: 0.0312401 | Time: 1213.14 ms [2022-04-01 08:01:11 main:574] : INFO : Epoch 1783 | loss: 0.0312398 | val_loss: 0.0312402 | Time: 1195.15 ms [2022-04-01 08:01:12 main:574] : INFO : Epoch 1784 | loss: 0.0312396 | val_loss: 0.0312407 | Time: 1198.23 ms [2022-04-01 08:01:14 main:574] : INFO : Epoch 1785 | loss: 0.0312395 | val_loss: 0.031241 | Time: 1186.68 ms [2022-04-01 08:01:15 main:574] : INFO : Epoch 1786 | loss: 0.0312402 | val_loss: 0.0312412 | Time: 1180.47 ms [2022-04-01 08:01:16 main:574] : INFO : Epoch 1787 | loss: 0.0312389 | val_loss: 0.0312445 | Time: 1196.01 ms [2022-04-01 08:01:17 main:574] : INFO : Epoch 1788 | loss: 0.0312398 | val_loss: 0.0312459 | Time: 1194.49 ms [2022-04-01 08:01:18 main:574] : INFO : Epoch 1789 | loss: 0.031241 | val_loss: 0.0312414 | Time: 1232.05 ms [2022-04-01 08:01:20 main:574] : INFO : Epoch 1790 | loss: 0.0312391 | val_loss: 0.0312396 | Time: 1197.72 ms [2022-04-01 08:01:21 main:574] : INFO : Epoch 1791 | loss: 0.0312405 | val_loss: 0.0312396 | Time: 1190.83 ms [2022-04-01 08:01:22 main:574] : INFO : Epoch 1792 | loss: 0.0312407 | val_loss: 0.0312409 | Time: 1198.62 ms [2022-04-01 08:01:23 main:574] : INFO : Epoch 1793 | loss: 0.0312407 | val_loss: 0.0312389 | Time: 1183.17 ms [2022-04-01 08:01:24 main:574] : INFO : Epoch 1794 | loss: 0.0312408 | val_loss: 0.0312408 | Time: 1180.18 ms [2022-04-01 08:01:26 main:574] : INFO : Epoch 1795 | loss: 0.031242 | val_loss: 0.0312395 | Time: 1195.18 ms [2022-04-01 08:01:27 main:574] : INFO : Epoch 1796 | loss: 0.0312411 | val_loss: 0.0312401 | Time: 1197.33 ms [2022-04-01 08:01:28 main:574] : INFO : Epoch 1797 | loss: 0.0312414 | val_loss: 0.0312388 | Time: 1211.61 ms [2022-04-01 08:01:29 main:574] : INFO : Epoch 1798 | loss: 0.0312403 | val_loss: 0.0312395 | Time: 1218.45 ms [2022-04-01 08:01:30 main:574] : INFO : Epoch 1799 | loss: 0.0312403 | val_loss: 0.0312435 | Time: 1193.3 ms [2022-04-01 08:01:32 main:574] : INFO : Epoch 1800 | loss: 0.0312422 | val_loss: 0.0312429 | Time: 1206.9 ms [2022-04-01 08:01:33 main:574] : INFO : Epoch 1801 | loss: 0.0312412 | val_loss: 0.031247 | Time: 1211.11 ms [2022-04-01 08:01:34 main:574] : INFO : Epoch 1802 | loss: 0.0312412 | val_loss: 0.031242 | Time: 1184.26 ms [2022-04-01 08:01:35 main:574] : INFO : Epoch 1803 | loss: 0.0312422 | val_loss: 0.0312452 | Time: 1196.66 ms [2022-04-01 08:01:36 main:574] : INFO : Epoch 1804 | loss: 0.031248 | val_loss: 0.0312502 | Time: 1206.24 ms [2022-04-01 08:01:38 main:574] : INFO : Epoch 1805 | loss: 0.0312435 | val_loss: 0.031243 | Time: 1216.58 ms [2022-04-01 08:01:39 main:574] : INFO : Epoch 1806 | loss: 0.0312408 | val_loss: 0.0312442 | Time: 1182.55 ms [2022-04-01 08:01:40 main:574] : INFO : Epoch 1807 | loss: 0.0312411 | val_loss: 0.0312394 | Time: 1213.27 ms [2022-04-01 08:01:41 main:574] : INFO : Epoch 1808 | loss: 0.0312411 | val_loss: 0.0312414 | Time: 1177.9 ms [2022-04-01 08:01:42 main:574] : INFO : Epoch 1809 | loss: 0.0312436 | val_loss: 0.0312457 | Time: 1193.37 ms [2022-04-01 08:01:44 main:574] : INFO : Epoch 1810 | loss: 0.0312409 | val_loss: 0.0312446 | Time: 1207.75 ms [2022-04-01 08:01:45 main:574] : INFO : Epoch 1811 | loss: 0.0312398 | val_loss: 0.0312432 | Time: 1190.48 ms [2022-04-01 08:01:46 main:574] : INFO : Epoch 1812 | loss: 0.031239 | val_loss: 0.0312403 | Time: 1214.64 ms [2022-04-01 08:01:47 main:574] : INFO : Epoch 1813 | loss: 0.0312396 | val_loss: 0.0312429 | Time: 1206.05 ms [2022-04-01 08:01:48 main:574] : INFO : Epoch 1814 | loss: 0.0312416 | val_loss: 0.0312413 | Time: 1182.42 ms [2022-04-01 08:01:50 main:574] : INFO : Epoch 1815 | loss: 0.0312414 | val_loss: 0.0312407 | Time: 1179.4 ms [2022-04-01 08:01:51 main:574] : INFO : Epoch 1816 | loss: 0.0312381 | val_loss: 0.031242 | Time: 1213.22 ms [2022-04-01 08:01:52 main:574] : INFO : Epoch 1817 | loss: 0.0312388 | val_loss: 0.0312418 | Time: 1196.46 ms [2022-04-01 08:01:53 main:574] : INFO : Epoch 1818 | loss: 0.0312407 | val_loss: 0.0312397 | Time: 1179.01 ms [2022-04-01 08:01:54 main:574] : INFO : Epoch 1819 | loss: 0.0312394 | val_loss: 0.0312439 | Time: 1194.83 ms [2022-04-01 08:01:56 main:574] : INFO : Epoch 1820 | loss: 0.0312393 | val_loss: 0.0312408 | Time: 1230.88 ms [2022-04-01 08:01:57 main:574] : INFO : Epoch 1821 | loss: 0.0312391 | val_loss: 0.0312399 | Time: 1197.12 ms [2022-04-01 08:01:58 main:574] : INFO : Epoch 1822 | loss: 0.0312394 | val_loss: 0.0312426 | Time: 1195.44 ms [2022-04-01 08:01:59 main:574] : INFO : Epoch 1823 | loss: 0.0312404 | val_loss: 0.0312396 | Time: 1195.04 ms [2022-04-01 08:02:00 main:574] : INFO : Epoch 1824 | loss: 0.0312398 | val_loss: 0.0312444 | Time: 1177.86 ms [2022-04-01 08:02:02 main:574] : INFO : Epoch 1825 | loss: 0.0312404 | val_loss: 0.0312401 | Time: 1202.86 ms [2022-04-01 08:02:03 main:574] : INFO : Epoch 1826 | loss: 0.0312406 | val_loss: 0.0312446 | Time: 1221.9 ms [2022-04-01 08:02:04 main:574] : INFO : Epoch 1827 | loss: 0.0312408 | val_loss: 0.0312403 | Time: 1300.72 ms [2022-04-01 08:02:06 main:574] : INFO : Epoch 1828 | loss: 0.0312407 | val_loss: 0.0312393 | Time: 1415.16 ms [2022-04-01 08:02:07 main:574] : INFO : Epoch 1829 | loss: 0.0312409 | val_loss: 0.0312412 | Time: 1211.55 ms [2022-04-01 08:02:08 main:574] : INFO : Epoch 1830 | loss: 0.0312398 | val_loss: 0.0312416 | Time: 1179.91 ms [2022-04-01 08:02:09 main:574] : INFO : Epoch 1831 | loss: 0.0312393 | val_loss: 0.0312438 | Time: 1181.65 ms [2022-04-01 08:02:10 main:574] : INFO : Epoch 1832 | loss: 0.0312412 | val_loss: 0.0312449 | Time: 1178.57 ms [2022-04-01 08:02:12 main:574] : INFO : Epoch 1833 | loss: 0.0312419 | val_loss: 0.0312464 | Time: 1190.51 ms [2022-04-01 08:02:13 main:574] : INFO : Epoch 1834 | loss: 0.0312397 | val_loss: 0.0312422 | Time: 1235.31 ms [2022-04-01 08:02:14 main:574] : INFO : Epoch 1835 | loss: 0.0312388 | val_loss: 0.0312401 | Time: 1197.51 ms [2022-04-01 08:02:15 main:574] : INFO : Epoch 1836 | loss: 0.0312378 | val_loss: 0.0312422 | Time: 1179.92 ms [2022-04-01 08:02:16 main:574] : INFO : Epoch 1837 | loss: 0.0312393 | val_loss: 0.0312406 | Time: 1194.89 ms [2022-04-01 08:02:18 main:574] : INFO : Epoch 1838 | loss: 0.0312388 | val_loss: 0.0312418 | Time: 1194.84 ms [2022-04-01 08:02:19 main:574] : INFO : Epoch 1839 | loss: 0.0312402 | val_loss: 0.0312408 | Time: 1196.57 ms [2022-04-01 08:02:20 main:574] : INFO : Epoch 1840 | loss: 0.0312394 | val_loss: 0.0312445 | Time: 1180.86 ms [2022-04-01 08:02:21 main:574] : INFO : Epoch 1841 | loss: 0.0312384 | val_loss: 0.0312423 | Time: 1194.1 ms [2022-04-01 08:02:22 main:574] : INFO : Epoch 1842 | loss: 0.0312385 | val_loss: 0.0312429 | Time: 1225.49 ms [2022-04-01 08:02:24 main:574] : INFO : Epoch 1843 | loss: 0.0312379 | val_loss: 0.0312442 | Time: 1221.73 ms [2022-04-01 08:02:25 main:574] : INFO : Epoch 1844 | loss: 0.0312388 | val_loss: 0.0312409 | Time: 1180.49 ms [2022-04-01 08:02:26 main:574] : INFO : Epoch 1845 | loss: 0.0312404 | val_loss: 0.0312417 | Time: 1191.17 ms [2022-04-01 08:02:27 main:574] : INFO : Epoch 1846 | loss: 0.0312425 | val_loss: 0.0312419 | Time: 1190.43 ms [2022-04-01 08:02:28 main:574] : INFO : Epoch 1847 | loss: 0.0312383 | val_loss: 0.0312408 | Time: 1176.39 ms [2022-04-01 08:02:30 main:574] : INFO : Epoch 1848 | loss: 0.0312376 | val_loss: 0.0312417 | Time: 1180.08 ms [2022-04-01 08:02:31 main:574] : INFO : Epoch 1849 | loss: 0.0312385 | val_loss: 0.0312446 | Time: 1210.97 ms [2022-04-01 08:02:32 main:574] : INFO : Epoch 1850 | loss: 0.0312397 | val_loss: 0.03124 | Time: 1197.26 ms [2022-04-01 08:02:33 main:574] : INFO : Epoch 1851 | loss: 0.0312395 | val_loss: 0.0312418 | Time: 1208.22 ms [2022-04-01 08:02:34 main:574] : INFO : Epoch 1852 | loss: 0.0312371 | val_loss: 0.0312385 | Time: 1264.89 ms [2022-04-01 08:02:36 main:574] : INFO : Epoch 1853 | loss: 0.0312377 | val_loss: 0.0312506 | Time: 1186.88 ms [2022-04-01 08:02:37 main:574] : INFO : Epoch 1854 | loss: 0.0312377 | val_loss: 0.0312465 | Time: 1193.59 ms [2022-04-01 08:02:38 main:574] : INFO : Epoch 1855 | loss: 0.0312373 | val_loss: 0.0312483 | Time: 1190.19 ms [2022-04-01 08:02:39 main:574] : INFO : Epoch 1856 | loss: 0.0312382 | val_loss: 0.0312433 | Time: 1179.28 ms [2022-04-01 08:02:40 main:574] : INFO : Epoch 1857 | loss: 0.0312388 | val_loss: 0.0312434 | Time: 1200.69 ms [2022-04-01 08:02:42 main:574] : INFO : Epoch 1858 | loss: 0.0312383 | val_loss: 0.0312406 | Time: 1188.76 ms [2022-04-01 08:02:43 main:574] : INFO : Epoch 1859 | loss: 0.0312373 | val_loss: 0.0312403 | Time: 1199.2 ms [2022-04-01 08:02:44 main:574] : INFO : Epoch 1860 | loss: 0.0312384 | val_loss: 0.0312412 | Time: 1194.43 ms [2022-04-01 08:02:45 main:574] : INFO : Epoch 1861 | loss: 0.0312378 | val_loss: 0.0312438 | Time: 1199.6 ms [2022-04-01 08:02:46 main:574] : INFO : Epoch 1862 | loss: 0.031238 | val_loss: 0.0312424 | Time: 1192.87 ms [2022-04-01 08:02:48 main:574] : INFO : Epoch 1863 | loss: 0.0312381 | val_loss: 0.0312456 | Time: 1198.39 ms [2022-04-01 08:02:49 main:574] : INFO : Epoch 1864 | loss: 0.0312401 | val_loss: 0.0312453 | Time: 1210.73 ms [2022-04-01 08:02:50 main:574] : INFO : Epoch 1865 | loss: 0.0312399 | val_loss: 0.031244 | Time: 1198.55 ms [2022-04-01 08:02:51 main:574] : INFO : Epoch 1866 | loss: 0.0312383 | val_loss: 0.0312423 | Time: 1196.93 ms [2022-04-01 08:02:52 main:574] : INFO : Epoch 1867 | loss: 0.0312375 | val_loss: 0.0312428 | Time: 1186.54 ms [2022-04-01 08:02:54 main:574] : INFO : Epoch 1868 | loss: 0.0312392 | val_loss: 0.0312388 | Time: 1210.76 ms [2022-04-01 08:02:55 main:574] : INFO : Epoch 1869 | loss: 0.0312395 | val_loss: 0.0312364 | Time: 1197.5 ms [2022-04-01 08:02:56 main:574] : INFO : Epoch 1870 | loss: 0.0312416 | val_loss: 0.0312407 | Time: 1224.92 ms [2022-04-01 08:02:57 main:574] : INFO : Epoch 1871 | loss: 0.0312408 | val_loss: 0.0312391 | Time: 1199.48 ms [2022-04-01 08:02:58 main:574] : INFO : Epoch 1872 | loss: 0.0312389 | val_loss: 0.0312369 | Time: 1211.7 ms [2022-04-01 08:03:00 main:574] : INFO : Epoch 1873 | loss: 0.0312399 | val_loss: 0.0312391 | Time: 1192.46 ms [2022-04-01 08:03:01 main:574] : INFO : Epoch 1874 | loss: 0.0312417 | val_loss: 0.0312403 | Time: 1178.7 ms [2022-04-01 08:03:02 main:574] : INFO : Epoch 1875 | loss: 0.0312403 | val_loss: 0.0312403 | Time: 1182.94 ms [2022-04-01 08:03:03 main:574] : INFO : Epoch 1876 | loss: 0.0312396 | val_loss: 0.0312377 | Time: 1191.76 ms [2022-04-01 08:03:04 main:574] : INFO : Epoch 1877 | loss: 0.0312383 | val_loss: 0.0312411 | Time: 1196.3 ms [2022-04-01 08:03:06 main:574] : INFO : Epoch 1878 | loss: 0.0312385 | val_loss: 0.0312382 | Time: 1319.11 ms [2022-04-01 08:03:07 main:574] : INFO : Epoch 1879 | loss: 0.0312386 | val_loss: 0.0312385 | Time: 1459.34 ms [2022-04-01 08:03:09 main:574] : INFO : Epoch 1880 | loss: 0.0312381 | val_loss: 0.0312387 | Time: 1276.37 ms [2022-04-01 08:03:10 main:574] : INFO : Epoch 1881 | loss: 0.0312394 | val_loss: 0.0312385 | Time: 1186.81 ms [2022-04-01 08:03:11 main:574] : INFO : Epoch 1882 | loss: 0.0312382 | val_loss: 0.0312387 | Time: 1199.07 ms [2022-04-01 08:03:12 main:574] : INFO : Epoch 1883 | loss: 0.0312395 | val_loss: 0.0312396 | Time: 1188.17 ms [2022-04-01 08:03:13 main:574] : INFO : Epoch 1884 | loss: 0.0312407 | val_loss: 0.0312431 | Time: 1197.91 ms [2022-04-01 08:03:14 main:574] : INFO : Epoch 1885 | loss: 0.0312398 | val_loss: 0.0312487 | Time: 1195.57 ms [2022-04-01 08:03:16 main:574] : INFO : Epoch 1886 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 1194.72 ms [2022-04-01 08:03:17 main:574] : INFO : Epoch 1887 | loss: 0.0312519 | val_loss: 0.0312449 | Time: 1215.79 ms [2022-04-01 08:03:18 main:574] : INFO : Epoch 1888 | loss: 0.0395822 | val_loss: 0.0371165 | Time: 1210.18 ms [2022-04-01 08:03:19 main:574] : INFO : Epoch 1889 | loss: 0.0332985 | val_loss: 0.0318916 | Time: 1179.47 ms [2022-04-01 08:03:21 main:574] : INFO : Epoch 1890 | loss: 0.0315399 | val_loss: 0.0313028 | Time: 1192.16 ms [2022-04-01 08:03:22 main:574] : INFO : Epoch 1891 | loss: 0.0313013 | val_loss: 0.031275 | Time: 1187.8 ms [2022-04-01 08:03:23 main:574] : INFO : Epoch 1892 | loss: 0.0312591 | val_loss: 0.0312519 | Time: 1193.93 ms [2022-04-01 08:03:24 main:574] : INFO : Epoch 1893 | loss: 0.0312835 | val_loss: 0.0312868 | Time: 1211.92 ms [2022-04-01 08:03:25 main:574] : INFO : Epoch 1894 | loss: nan | val_loss: nan | Time: 1214.28 ms [2022-04-01 08:03:27 main:574] : INFO : Epoch 1895 | loss: nan | val_loss: nan | Time: 1195.29 ms [2022-04-01 08:03:28 main:574] : INFO : Epoch 1896 | loss: nan | val_loss: nan | Time: 1193.15 ms [2022-04-01 08:03:29 main:574] : INFO : Epoch 1897 | loss: nan | val_loss: nan | Time: 1216.22 ms [2022-04-01 08:03:30 main:574] : INFO : Epoch 1898 | loss: nan | val_loss: nan | Time: 1188.76 ms [2022-04-01 08:03:31 main:574] : INFO : Epoch 1899 | loss: nan | val_loss: nan | Time: 1185.14 ms [2022-04-01 08:03:33 main:574] : INFO : Epoch 1900 | loss: nan | val_loss: nan | Time: 1203.28 ms [2022-04-01 08:03:34 main:574] : INFO : Epoch 1901 | loss: nan | val_loss: nan | Time: 1192.81 ms [2022-04-01 08:03:35 main:574] : INFO : Epoch 1902 | loss: nan | val_loss: nan | Time: 1212.08 ms [2022-04-01 08:03:36 main:574] : INFO : Epoch 1903 | loss: nan | val_loss: nan | Time: 1225.7 ms [2022-04-01 08:03:37 main:574] : INFO : Epoch 1904 | loss: nan | val_loss: nan | Time: 1189.93 ms [2022-04-01 08:03:39 main:574] : INFO : Epoch 1905 | loss: nan | val_loss: nan | Time: 1201.43 ms [2022-04-01 08:03:40 main:574] : INFO : Epoch 1906 | loss: nan | val_loss: nan | Time: 1195.03 ms [2022-04-01 08:03:41 main:574] : INFO : Epoch 1907 | loss: nan | val_loss: nan | Time: 1194.91 ms [2022-04-01 08:03:42 main:574] : INFO : Epoch 1908 | loss: nan | val_loss: nan | Time: 1197.4 ms [2022-04-01 08:03:43 main:574] : INFO : Epoch 1909 | loss: nan | val_loss: nan | Time: 1201.67 ms [2022-04-01 08:03:45 main:574] : INFO : Epoch 1910 | loss: nan | val_loss: nan | Time: 1191.12 ms [2022-04-01 08:03:46 main:574] : INFO : Epoch 1911 | loss: nan | val_loss: nan | Time: 1183.63 ms [2022-04-01 08:03:47 main:574] : INFO : Epoch 1912 | loss: nan | val_loss: nan | Time: 1177.29 ms [2022-04-01 08:03:48 main:574] : INFO : Epoch 1913 | loss: nan | val_loss: nan | Time: 1194.75 ms [2022-04-01 08:03:49 main:574] : INFO : Epoch 1914 | loss: nan | val_loss: nan | Time: 1180.57 ms [2022-04-01 08:03:51 main:574] : INFO : Epoch 1915 | loss: nan | val_loss: nan | Time: 1212.09 ms [2022-04-01 08:03:52 main:574] : INFO : Epoch 1916 | loss: nan | val_loss: nan | Time: 1198.04 ms [2022-04-01 08:03:53 main:574] : INFO : Epoch 1917 | loss: nan | val_loss: nan | Time: 1220.5 ms [2022-04-01 08:03:54 main:574] : INFO : Epoch 1918 | loss: nan | val_loss: nan | Time: 1206.6 ms [2022-04-01 08:03:55 main:574] : INFO : Epoch 1919 | loss: nan | val_loss: nan | Time: 1189.17 ms [2022-04-01 08:03:57 main:574] : INFO : Epoch 1920 | loss: nan | val_loss: nan | Time: 1192.77 ms [2022-04-01 08:03:58 main:574] : INFO : Epoch 1921 | loss: nan | val_loss: nan | Time: 1194.99 ms [2022-04-01 08:03:59 main:574] : INFO : Epoch 1922 | loss: nan | val_loss: nan | Time: 1192.59 ms [2022-04-01 08:04:00 main:574] : INFO : Epoch 1923 | loss: nan | val_loss: nan | Time: 1200.3 ms [2022-04-01 08:04:01 main:574] : INFO : Epoch 1924 | loss: nan | val_loss: nan | Time: 1210.77 ms [2022-04-01 08:04:03 main:574] : INFO : Epoch 1925 | loss: nan | val_loss: nan | Time: 1183.12 ms [2022-04-01 08:04:04 main:574] : INFO : Epoch 1926 | loss: nan | val_loss: nan | Time: 1193.59 ms [2022-04-01 08:04:05 main:574] : INFO : Epoch 1927 | loss: nan | val_loss: nan | Time: 1187.78 ms [2022-04-01 08:04:06 main:574] : INFO : Epoch 1928 | loss: nan | val_loss: nan | Time: 1204.56 ms [2022-04-01 08:04:07 main:574] : INFO : Epoch 1929 | loss: nan | val_loss: nan | Time: 1274 ms [2022-04-01 08:04:09 main:574] : INFO : Epoch 1930 | loss: nan | val_loss: nan | Time: 1327.77 ms [2022-04-01 08:04:10 main:574] : INFO : Epoch 1931 | loss: nan | val_loss: nan | Time: 1322.17 ms [2022-04-01 08:04:11 main:574] : INFO : Epoch 1932 | loss: nan | val_loss: nan | Time: 1211.68 ms [2022-04-01 08:04:13 main:574] : INFO : Epoch 1933 | loss: nan | val_loss: nan | Time: 1230.32 ms [2022-04-01 08:04:14 main:574] : INFO : Epoch 1934 | loss: nan | val_loss: nan | Time: 1229.69 ms [2022-04-01 08:04:15 main:574] : INFO : Epoch 1935 | loss: nan | val_loss: nan | Time: 1194.12 ms [2022-04-01 08:04:16 main:574] : INFO : Epoch 1936 | loss: nan | val_loss: nan | Time: 1188.9 ms [2022-04-01 08:04:17 main:574] : INFO : Epoch 1937 | loss: nan | val_loss: nan | Time: 1190.61 ms [2022-04-01 08:04:19 main:574] : INFO : Epoch 1938 | loss: nan | val_loss: nan | Time: 1190.41 ms [2022-04-01 08:04:20 main:574] : INFO : Epoch 1939 | loss: nan | val_loss: nan | Time: 1201.86 ms [2022-04-01 08:04:21 main:574] : INFO : Epoch 1940 | loss: nan | val_loss: nan | Time: 1180.4 ms [2022-04-01 08:04:22 main:574] : INFO : Epoch 1941 | loss: nan | val_loss: nan | Time: 1195.93 ms [2022-04-01 08:04:23 main:574] : INFO : Epoch 1942 | loss: nan | val_loss: nan | Time: 1199.17 ms [2022-04-01 08:04:25 main:574] : INFO : Epoch 1943 | loss: nan | val_loss: nan | Time: 1191.96 ms [2022-04-01 08:04:26 main:574] : INFO : Epoch 1944 | loss: nan | val_loss: nan | Time: 1183.86 ms [2022-04-01 08:04:27 main:574] : INFO : Epoch 1945 | loss: nan | val_loss: nan | Time: 1193.66 ms [2022-04-01 08:04:28 main:574] : INFO : Epoch 1946 | loss: nan | val_loss: nan | Time: 1201.33 ms [2022-04-01 08:04:29 main:574] : INFO : Epoch 1947 | loss: nan | val_loss: nan | Time: 1197.29 ms [2022-04-01 08:04:31 main:574] : INFO : Epoch 1948 | loss: nan | val_loss: nan | Time: 1189.98 ms [2022-04-01 08:04:32 main:574] : INFO : Epoch 1949 | loss: nan | val_loss: nan | Time: 1182.42 ms [2022-04-01 08:04:33 main:574] : INFO : Epoch 1950 | loss: nan | val_loss: nan | Time: 1178.99 ms [2022-04-01 08:04:34 main:574] : INFO : Epoch 1951 | loss: nan | val_loss: nan | Time: 1209.76 ms [2022-04-01 08:04:35 main:574] : INFO : Epoch 1952 | loss: nan | val_loss: nan | Time: 1181.8 ms [2022-04-01 08:04:37 main:574] : INFO : Epoch 1953 | loss: nan | val_loss: nan | Time: 1224.94 ms [2022-04-01 08:04:38 main:574] : INFO : Epoch 1954 | loss: nan | val_loss: nan | Time: 1246.62 ms [2022-04-01 08:04:39 main:574] : INFO : Epoch 1955 | loss: nan | val_loss: nan | Time: 1237.75 ms [2022-04-01 08:04:40 main:574] : INFO : Epoch 1956 | loss: nan | val_loss: nan | Time: 1196.68 ms [2022-04-01 08:04:41 main:574] : INFO : Epoch 1957 | loss: nan | val_loss: nan | Time: 1192.31 ms [2022-04-01 08:04:43 main:574] : INFO : Epoch 1958 | loss: nan | val_loss: nan | Time: 1182.25 ms [2022-04-01 08:04:44 main:574] : INFO : Epoch 1959 | loss: nan | val_loss: nan | Time: 1181.08 ms [2022-04-01 08:04:45 main:574] : INFO : Epoch 1960 | loss: nan | val_loss: nan | Time: 1211.72 ms [2022-04-01 08:04:46 main:574] : INFO : Epoch 1961 | loss: nan | val_loss: nan | Time: 1197.69 ms [2022-04-01 08:04:47 main:574] : INFO : Epoch 1962 | loss: nan | val_loss: nan | Time: 1211.6 ms [2022-04-01 08:04:49 main:574] : INFO : Epoch 1963 | loss: nan | val_loss: nan | Time: 1186.49 ms [2022-04-01 08:04:50 main:574] : INFO : Epoch 1964 | loss: nan | val_loss: nan | Time: 1189.25 ms [2022-04-01 08:04:51 main:574] : INFO : Epoch 1965 | loss: nan | val_loss: nan | Time: 1182.74 ms [2022-04-01 08:04:52 main:574] : INFO : Epoch 1966 | loss: nan | val_loss: nan | Time: 1192.21 ms [2022-04-01 08:04:53 main:574] : INFO : Epoch 1967 | loss: nan | val_loss: nan | Time: 1197.29 ms [2022-04-01 08:04:55 main:574] : INFO : Epoch 1968 | loss: nan | val_loss: nan | Time: 1196.01 ms [2022-04-01 08:04:56 main:574] : INFO : Epoch 1969 | loss: nan | val_loss: nan | Time: 1213.09 ms [2022-04-01 08:04:57 main:574] : INFO : Epoch 1970 | loss: nan | val_loss: nan | Time: 1195.15 ms [2022-04-01 08:04:58 main:574] : INFO : Epoch 1971 | loss: nan | val_loss: nan | Time: 1198.4 ms [2022-04-01 08:04:59 main:574] : INFO : Epoch 1972 | loss: nan | val_loss: nan | Time: 1193.36 ms [2022-04-01 08:05:01 main:574] : INFO : Epoch 1973 | loss: nan | val_loss: nan | Time: 1191.43 ms [2022-04-01 08:05:02 main:574] : INFO : Epoch 1974 | loss: nan | val_loss: nan | Time: 1194.36 ms [2022-04-01 08:05:03 main:574] : INFO : Epoch 1975 | loss: nan | val_loss: nan | Time: 1192.53 ms [2022-04-01 08:05:04 main:574] : INFO : Epoch 1976 | loss: nan | val_loss: nan | Time: 1196.41 ms [2022-04-01 08:05:05 main:574] : INFO : Epoch 1977 | loss: nan | val_loss: nan | Time: 1201.55 ms [2022-04-01 08:05:07 main:574] : INFO : Epoch 1978 | loss: nan | val_loss: nan | Time: 1219.7 ms [2022-04-01 08:05:08 main:574] : INFO : Epoch 1979 | loss: nan | val_loss: nan | Time: 1209.6 ms [2022-04-01 08:05:09 main:574] : INFO : Epoch 1980 | loss: nan | val_loss: nan | Time: 1219.94 ms [2022-04-01 08:05:10 main:574] : INFO : Epoch 1981 | loss: nan | val_loss: nan | Time: 1221.9 ms [2022-04-01 08:05:12 main:574] : INFO : Epoch 1982 | loss: nan | val_loss: nan | Time: 1221.25 ms [2022-04-01 08:05:13 main:574] : INFO : Epoch 1983 | loss: nan | val_loss: nan | Time: 1217.42 ms [2022-04-01 08:05:14 main:574] : INFO : Epoch 1984 | loss: nan | val_loss: nan | Time: 1219.28 ms [2022-04-01 08:05:15 main:574] : INFO : Epoch 1985 | loss: nan | val_loss: nan | Time: 1188.82 ms [2022-04-01 08:05:16 main:574] : INFO : Epoch 1986 | loss: nan | val_loss: nan | Time: 1180.14 ms [2022-04-01 08:05:18 main:574] : INFO : Epoch 1987 | loss: nan | val_loss: nan | Time: 1191.97 ms [2022-04-01 08:05:19 main:574] : INFO : Epoch 1988 | loss: nan | val_loss: nan | Time: 1202.29 ms [2022-04-01 08:05:20 main:574] : INFO : Epoch 1989 | loss: nan | val_loss: nan | Time: 1193.04 ms [2022-04-01 08:05:21 main:574] : INFO : Epoch 1990 | loss: nan | val_loss: nan | Time: 1195.75 ms [2022-04-01 08:05:22 main:574] : INFO : Epoch 1991 | loss: nan | val_loss: nan | Time: 1206.37 ms [2022-04-01 08:05:24 main:574] : INFO : Epoch 1992 | loss: nan | val_loss: nan | Time: 1198.35 ms [2022-04-01 08:05:25 main:574] : INFO : Epoch 1993 | loss: nan | val_loss: nan | Time: 1202.8 ms [2022-04-01 08:05:26 main:574] : INFO : Epoch 1994 | loss: nan | val_loss: nan | Time: 1191.22 ms [2022-04-01 08:05:27 main:574] : INFO : Epoch 1995 | loss: nan | val_loss: nan | Time: 1205.64 ms [2022-04-01 08:05:28 main:574] : INFO : Epoch 1996 | loss: nan | val_loss: nan | Time: 1209.73 ms [2022-04-01 08:05:30 main:574] : INFO : Epoch 1997 | loss: nan | val_loss: nan | Time: 1195.15 ms [2022-04-01 08:05:31 main:574] : INFO : Epoch 1998 | loss: nan | val_loss: nan | Time: 1195.66 ms [2022-04-01 08:05:32 main:574] : INFO : Epoch 1999 | loss: nan | val_loss: nan | Time: 1194.38 ms [2022-04-01 08:05:33 main:574] : INFO : Epoch 2000 | loss: nan | val_loss: nan | Time: 1197.19 ms [2022-04-01 08:05:34 main:574] : INFO : Epoch 2001 | loss: nan | val_loss: nan | Time: 1182.14 ms [2022-04-01 08:05:36 main:574] : INFO : Epoch 2002 | loss: nan | val_loss: nan | Time: 1190.81 ms [2022-04-01 08:05:37 main:574] : INFO : Epoch 2003 | loss: nan | val_loss: nan | Time: 1196.74 ms [2022-04-01 08:05:38 main:574] : INFO : Epoch 2004 | loss: nan | val_loss: nan | Time: 1202.04 ms [2022-04-01 08:05:39 main:574] : INFO : Epoch 2005 | loss: nan | val_loss: nan | Time: 1194.87 ms [2022-04-01 08:05:40 main:574] : INFO : Epoch 2006 | loss: nan | val_loss: nan | Time: 1199.81 ms [2022-04-01 08:05:42 main:574] : INFO : Epoch 2007 | loss: nan | val_loss: nan | Time: 1192.43 ms [2022-04-01 08:05:43 main:574] : INFO : Epoch 2008 | loss: nan | val_loss: nan | Time: 1194.91 ms [2022-04-01 08:05:44 main:574] : INFO : Epoch 2009 | loss: nan | val_loss: nan | Time: 1196.15 ms [2022-04-01 08:05:45 main:574] : INFO : Epoch 2010 | loss: nan | val_loss: nan | Time: 1196.52 ms [2022-04-01 08:05:46 main:574] : INFO : Epoch 2011 | loss: nan | val_loss: nan | Time: 1193.37 ms [2022-04-01 08:05:48 main:574] : INFO : Epoch 2012 | loss: nan | val_loss: nan | Time: 1191.35 ms [2022-04-01 08:05:49 main:574] : INFO : Epoch 2013 | loss: nan | val_loss: nan | Time: 1206.2 ms [2022-04-01 08:05:50 main:574] : INFO : Epoch 2014 | loss: nan | val_loss: nan | Time: 1225.61 ms [2022-04-01 08:05:51 main:574] : INFO : Epoch 2015 | loss: nan | val_loss: nan | Time: 1197.14 ms [2022-04-01 08:05:52 main:574] : INFO : Epoch 2016 | loss: nan | val_loss: nan | Time: 1196.86 ms [2022-04-01 08:05:54 main:574] : INFO : Epoch 2017 | loss: nan | val_loss: nan | Time: 1195.35 ms [2022-04-01 08:05:55 main:574] : INFO : Epoch 2018 | loss: nan | val_loss: nan | Time: 1196.05 ms [2022-04-01 08:05:56 main:574] : INFO : Epoch 2019 | loss: nan | val_loss: nan | Time: 1196.41 ms [2022-04-01 08:05:57 main:574] : INFO : Epoch 2020 | loss: nan | val_loss: nan | Time: 1195.34 ms [2022-04-01 08:05:58 main:574] : INFO : Epoch 2021 | loss: nan | val_loss: nan | Time: 1195.82 ms [2022-04-01 08:06:00 main:574] : INFO : Epoch 2022 | loss: nan | val_loss: nan | Time: 1197.63 ms [2022-04-01 08:06:01 main:574] : INFO : Epoch 2023 | loss: nan | val_loss: nan | Time: 1196.2 ms [2022-04-01 08:06:02 main:574] : INFO : Epoch 2024 | loss: nan | val_loss: nan | Time: 1196.14 ms [2022-04-01 08:06:03 main:574] : INFO : Epoch 2025 | loss: nan | val_loss: nan | Time: 1194.82 ms [2022-04-01 08:06:04 main:574] : INFO : Epoch 2026 | loss: nan | val_loss: nan | Time: 1198.96 ms [2022-04-01 08:06:06 main:574] : INFO : Epoch 2027 | loss: nan | val_loss: nan | Time: 1205.01 ms [2022-04-01 08:06:07 main:574] : INFO : Epoch 2028 | loss: nan | val_loss: nan | Time: 1202.75 ms [2022-04-01 08:06:08 main:574] : INFO : Epoch 2029 | loss: nan | val_loss: nan | Time: 1196.94 ms [2022-04-01 08:06:09 main:574] : INFO : Epoch 2030 | loss: nan | val_loss: nan | Time: 1194.65 ms [2022-04-01 08:06:10 main:574] : INFO : Epoch 2031 | loss: nan | val_loss: nan | Time: 1212.53 ms [2022-04-01 08:06:12 main:574] : INFO : Epoch 2032 | loss: nan | val_loss: nan | Time: 1239.43 ms [2022-04-01 08:06:13 main:574] : INFO : Epoch 2033 | loss: nan | val_loss: nan | Time: 1220.72 ms [2022-04-01 08:06:14 main:574] : INFO : Epoch 2034 | loss: nan | val_loss: nan | Time: 1213.21 ms [2022-04-01 08:06:15 main:574] : INFO : Epoch 2035 | loss: nan | val_loss: nan | Time: 1212 ms [2022-04-01 08:06:17 main:574] : INFO : Epoch 2036 | loss: nan | val_loss: nan | Time: 1204.27 ms [2022-04-01 08:06:18 main:574] : INFO : Epoch 2037 | loss: nan | val_loss: nan | Time: 1208.96 ms [2022-04-01 08:06:19 main:574] : INFO : Epoch 2038 | loss: nan | val_loss: nan | Time: 1198.45 ms [2022-04-01 08:06:20 main:574] : INFO : Epoch 2039 | loss: nan | val_loss: nan | Time: 1196.74 ms [2022-04-01 08:06:21 main:574] : INFO : Epoch 2040 | loss: nan | val_loss: nan | Time: 1195.13 ms [2022-04-01 08:06:23 main:574] : INFO : Epoch 2041 | loss: nan | val_loss: nan | Time: 1196.31 ms [2022-04-01 08:06:24 main:574] : INFO : Epoch 2042 | loss: nan | val_loss: nan | Time: 1180.3 ms [2022-04-01 08:06:25 main:574] : INFO : Epoch 2043 | loss: nan | val_loss: nan | Time: 1194.57 ms [2022-04-01 08:06:26 main:574] : INFO : Epoch 2044 | loss: nan | val_loss: nan | Time: 1197.88 ms [2022-04-01 08:06:27 main:574] : INFO : Epoch 2045 | loss: nan | val_loss: nan | Time: 1195.77 ms [2022-04-01 08:06:29 main:574] : INFO : Epoch 2046 | loss: nan | val_loss: nan | Time: 1201.38 ms [2022-04-01 08:06:30 main:574] : INFO : Epoch 2047 | loss: nan | val_loss: nan | Time: 1193.58 ms [2022-04-01 08:06:31 main:574] : INFO : Epoch 2048 | loss: nan | val_loss: nan | Time: 1196.08 ms [2022-04-01 08:06:31 main:597] : INFO : Saving trained model to model-final.pt, val_loss nan [2022-04-01 08:06:31 main:603] : INFO : Saving end state to config to file [2022-04-01 08:06:31 main:608] : INFO : Success, exiting.. 08:06:31 (195564): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)