Task 4386875
| Name | ParityMachine-1612384329-23150-5_0 |
| Workunit | 2445097 |
| Created | 13 Mar 2021, 3:53:35 UTC |
| Sent | 22 Mar 2021, 23:00:19 UTC |
| Report deadline | 29 Mar 2021, 23:00:19 UTC |
| Received | 27 Mar 2021, 18:47:13 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5173 |
| Run time | 2 hours 1 min 13 sec |
| CPU time | 1 hours 54 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,491.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311405 | val_loss: 0.0311599 | Time: 3071.77 ms [2021-03-27 19:22:25 main:574] : INFO : Epoch 1543 | loss: 0.031141 | val_loss: 0.0311594 | Time: 3056.82 ms [2021-03-27 19:22:28 main:574] : INFO : Epoch 1544 | loss: 0.0311467 | val_loss: 0.0311607 | Time: 3023.4 ms [2021-03-27 19:22:31 main:574] : INFO : Epoch 1545 | loss: 0.0311471 | val_loss: 0.0311545 | Time: 2980.28 ms [2021-03-27 19:22:34 main:574] : INFO : Epoch 1546 | loss: 0.0311449 | val_loss: 0.0311602 | Time: 3082.19 ms [2021-03-27 19:22:37 main:574] : INFO : Epoch 1547 | loss: 0.031147 | val_loss: 0.0311615 | Time: 2951.91 ms [2021-03-27 19:22:40 main:574] : INFO : Epoch 1548 | loss: 0.031143 | val_loss: 0.0311538 | Time: 3005.23 ms [2021-03-27 19:22:43 main:574] : INFO : Epoch 1549 | loss: 0.0311405 | val_loss: 0.0311543 | Time: 3019.03 ms [2021-03-27 19:22:46 main:574] : INFO : Epoch 1550 | loss: 0.0311426 | val_loss: 0.0311569 | Time: 2958.71 ms [2021-03-27 19:22:49 main:574] : INFO : Epoch 1551 | loss: 0.0311418 | val_loss: 0.0311572 | Time: 3075.84 ms [2021-03-27 19:22:52 main:574] : INFO : Epoch 1552 | loss: 0.0311425 | val_loss: 0.0311562 | Time: 2982.82 ms [2021-03-27 19:22:55 main:574] : INFO : Epoch 1553 | loss: 0.0311462 | val_loss: 0.0311558 | Time: 2993.1 ms [2021-03-27 19:22:58 main:574] : INFO : Epoch 1554 | loss: 0.0311458 | val_loss: 0.0311574 | Time: 2964.02 ms [2021-03-27 19:23:01 main:574] : INFO : Epoch 1555 | loss: 0.0311468 | val_loss: 0.0311585 | Time: 3048.51 ms [2021-03-27 19:23:04 main:574] : INFO : Epoch 1556 | loss: 0.03114 | val_loss: 0.0311545 | Time: 3018.72 ms [2021-03-27 19:23:07 main:574] : INFO : Epoch 1557 | loss: 0.0311395 | val_loss: 0.0311544 | Time: 3063.19 ms [2021-03-27 19:23:10 main:574] : INFO : Epoch 1558 | loss: 0.0311391 | val_loss: 0.0311531 | Time: 2979.01 ms [2021-03-27 19:23:13 main:574] : INFO : Epoch 1559 | loss: 0.0311389 | val_loss: 0.0311572 | Time: 2966.28 ms [2021-03-27 19:23:16 main:574] : INFO : Epoch 1560 | loss: 0.0311397 | val_loss: 0.0311528 | Time: 2998.25 ms [2021-03-27 19:23:19 main:574] : INFO : Epoch 1561 | loss: 0.0311384 | val_loss: 0.0311562 | Time: 2999.65 ms [2021-03-27 19:23:22 main:574] : INFO : Epoch 1562 | loss: 0.0311418 | val_loss: 0.0311543 | Time: 3006.05 ms [2021-03-27 19:23:25 main:574] : INFO : Epoch 1563 | loss: 0.0311409 | val_loss: 0.0311539 | Time: 2956.78 ms [2021-03-27 19:23:28 main:574] : INFO : Epoch 1564 | loss: 0.0311385 | val_loss: 0.0311537 | Time: 2943.52 ms [2021-03-27 19:23:31 main:574] : INFO : Epoch 1565 | loss: 0.0311411 | val_loss: 0.0311585 | Time: 3010.7 ms [2021-03-27 19:23:34 main:574] : INFO : Epoch 1566 | loss: 0.031141 | val_loss: 0.0311556 | Time: 2981.9 ms [2021-03-27 19:23:38 main:574] : INFO : Epoch 1567 | loss: 0.0311389 | val_loss: 0.0311692 | Time: 3027.25 ms [2021-03-27 19:23:41 main:574] : INFO : Epoch 1568 | loss: 0.0311388 | val_loss: 0.0311551 | Time: 3047.63 ms [2021-03-27 19:23:44 main:574] : INFO : Epoch 1569 | loss: 0.0311377 | val_loss: 0.0311546 | Time: 3023.4 ms [2021-03-27 19:23:47 main:574] : INFO : Epoch 1570 | loss: 0.031138 | val_loss: 0.0311547 | Time: 3030.99 ms [2021-03-27 19:23:50 main:574] : INFO : Epoch 1571 | loss: 0.031138 | val_loss: 0.0311545 | Time: 2987.96 ms [2021-03-27 19:23:53 main:574] : INFO : Epoch 1572 | loss: 0.0311367 | val_loss: 0.0311606 | Time: 2987.23 ms [2021-03-27 19:23:56 main:574] : INFO : Epoch 1573 | loss: 0.0311381 | val_loss: 0.0311593 | Time: 3047.22 ms [2021-03-27 19:23:59 main:574] : INFO : Epoch 1574 | loss: 0.0311417 | val_loss: 0.0311525 | Time: 3032.16 ms [2021-03-27 19:24:02 main:574] : INFO : Epoch 1575 | loss: 0.0311399 | val_loss: 0.031153 | Time: 2905.34 ms [2021-03-27 19:24:05 main:574] : INFO : Epoch 1576 | loss: 0.0311422 | val_loss: 0.0311543 | Time: 2955.28 ms [2021-03-27 19:24:08 main:574] : INFO : Epoch 1577 | loss: 0.0311478 | val_loss: 0.0311578 | Time: 2983.57 ms [2021-03-27 19:24:11 main:574] : INFO : Epoch 1578 | loss: 0.0311496 | val_loss: 0.0311579 | Time: 3046.33 ms [2021-03-27 19:24:14 main:574] : INFO : Epoch 1579 | loss: 0.0311395 | val_loss: 0.0311541 | Time: 3058.39 ms [2021-03-27 19:24:17 main:574] : INFO : Epoch 1580 | loss: 0.0311395 | val_loss: 0.0311557 | Time: 3062.37 ms [2021-03-27 19:24:20 main:574] : INFO : Epoch 1581 | loss: 0.0311448 | val_loss: 0.0311691 | Time: 3020.39 ms [2021-03-27 19:24:23 main:574] : INFO : Epoch 1582 | loss: 0.0311419 | val_loss: 0.0311567 | Time: 3053.17 ms [2021-03-27 19:24:26 main:574] : INFO : Epoch 1583 | loss: 0.0311395 | val_loss: 0.0311578 | Time: 3066.25 ms [2021-03-27 19:24:29 main:574] : INFO : Epoch 1584 | loss: 0.0311405 | val_loss: 0.031154 | Time: 3082.93 ms [2021-03-27 19:24:32 main:574] : INFO : Epoch 1585 | loss: 0.0311408 | val_loss: 0.0311512 | Time: 2937.1 ms [2021-03-27 19:24:35 main:574] : INFO : Epoch 1586 | loss: 0.0311391 | val_loss: 0.0311537 | Time: 3022.23 ms [2021-03-27 19:24:39 main:574] : INFO : Epoch 1587 | loss: 0.0311386 | val_loss: 0.0311541 | Time: 3069.55 ms [2021-03-27 19:24:42 main:574] : INFO : Epoch 1588 | loss: 0.0311396 | val_loss: 0.0311554 | Time: 3005.08 ms [2021-03-27 19:24:45 main:574] : INFO : Epoch 1589 | loss: 0.0311373 | val_loss: 0.0311521 | Time: 3040.08 ms [2021-03-27 19:24:48 main:574] : INFO : Epoch 1590 | loss: 0.0311372 | val_loss: 0.0311525 | Time: 3056.11 ms [2021-03-27 19:24:51 main:574] : INFO : Epoch 1591 | loss: 0.0311392 | val_loss: 0.0311589 | Time: 3078.81 ms [2021-03-27 19:24:54 main:574] : INFO : Epoch 1592 | loss: 0.0311466 | val_loss: 0.0311572 | Time: 3047.66 ms [2021-03-27 19:24:57 main:574] : INFO : Epoch 1593 | loss: 0.0311421 | val_loss: 0.0311608 | Time: 3004.88 ms [2021-03-27 19:25:00 main:574] : INFO : Epoch 1594 | loss: 0.0311422 | val_loss: 0.0311569 | Time: 3037.16 ms [2021-03-27 19:25:03 main:574] : INFO : Epoch 1595 | loss: 0.0311387 | val_loss: 0.0311536 | Time: 2983.35 ms [2021-03-27 19:25:06 main:574] : INFO : Epoch 1596 | loss: 0.0311409 | val_loss: 0.031158 | Time: 2960.68 ms [2021-03-27 19:25:09 main:574] : INFO : Epoch 1597 | loss: 0.0311387 | val_loss: 0.0311514 | Time: 2945.73 ms [2021-03-27 19:25:12 main:574] : INFO : Epoch 1598 | loss: 0.0311382 | val_loss: 0.0311506 | Time: 3005.55 ms [2021-03-27 19:25:15 main:574] : INFO : Epoch 1599 | loss: 0.0311364 | val_loss: 0.0311517 | Time: 3128.1 ms [2021-03-27 19:25:18 main:574] : INFO : Epoch 1600 | loss: 0.0311427 | val_loss: 0.0311571 | Time: 3024.51 ms [2021-03-27 19:25:21 main:574] : INFO : Epoch 1601 | loss: 0.031145 | val_loss: 0.0311533 | Time: 2964.32 ms [2021-03-27 19:25:24 main:574] : INFO : Epoch 1602 | loss: 0.0311407 | val_loss: 0.031152 | Time: 2971.85 ms [2021-03-27 19:25:27 main:574] : INFO : Epoch 1603 | loss: 0.0311379 | val_loss: 0.0311514 | Time: 3012.11 ms [2021-03-27 19:25:30 main:574] : INFO : Epoch 1604 | loss: 0.031141 | val_loss: 0.0311533 | Time: 2995.77 ms [2021-03-27 19:25:33 main:574] : INFO : Epoch 1605 | loss: 0.0311397 | val_loss: 0.0311531 | Time: 2970.58 ms [2021-03-27 19:25:36 main:574] : INFO : Epoch 1606 | loss: 0.0311394 | val_loss: 0.0311507 | Time: 3051.9 ms [2021-03-27 19:25:39 main:574] : INFO : Epoch 1607 | loss: 0.0311405 | val_loss: 0.0311537 | Time: 3050.54 ms [2021-03-27 19:25:42 main:574] : INFO : Epoch 1608 | loss: 0.0311371 | val_loss: 0.0311589 | Time: 2951.26 ms [2021-03-27 19:25:45 main:574] : INFO : Epoch 1609 | loss: 0.0311384 | val_loss: 0.0311506 | Time: 2994.02 ms [2021-03-27 19:25:48 main:574] : INFO : Epoch 1610 | loss: 0.0311357 | val_loss: 0.0311521 | Time: 2985.7 ms [2021-03-27 19:25:52 main:574] : INFO : Epoch 1611 | loss: 0.0311395 | val_loss: 0.0311573 | Time: 3109.51 ms [2021-03-27 19:25:55 main:574] : INFO : Epoch 1612 | loss: 0.0311424 | val_loss: 0.0311538 | Time: 3057.9 ms [2021-03-27 19:25:58 main:574] : INFO : Epoch 1613 | loss: 0.031141 | val_loss: 0.0311546 | Time: 2954.24 ms [2021-03-27 19:26:01 main:574] : INFO : Epoch 1614 | loss: 0.0311402 | val_loss: 0.0311551 | Time: 2990.58 ms [2021-03-27 19:26:04 main:574] : INFO : Epoch 1615 | loss: 0.0311407 | val_loss: 0.0311569 | Time: 3010.8 ms [2021-03-27 19:26:07 main:574] : INFO : Epoch 1616 | loss: 0.0311408 | val_loss: 0.0311554 | Time: 2981.83 ms [2021-03-27 19:26:10 main:574] : INFO : Epoch 1617 | loss: 0.03114 | val_loss: 0.0311535 | Time: 3012.85 ms [2021-03-27 19:26:13 main:574] : INFO : Epoch 1618 | loss: 0.0311409 | val_loss: 0.0311565 | Time: 2990.93 ms [2021-03-27 19:26:16 main:574] : INFO : Epoch 1619 | loss: 0.0311427 | val_loss: 0.0311555 | Time: 3041.84 ms [2021-03-27 19:26:19 main:574] : INFO : Epoch 1620 | loss: 0.0311413 | val_loss: 0.0311545 | Time: 3069.36 ms [2021-03-27 19:26:22 main:574] : INFO : Epoch 1621 | loss: 0.0311403 | val_loss: 0.0311558 | Time: 3018.07 ms [2021-03-27 19:26:25 main:574] : INFO : Epoch 1622 | loss: 0.0311424 | val_loss: 0.0311547 | Time: 3006.95 ms [2021-03-27 19:26:28 main:574] : INFO : Epoch 1623 | loss: 0.0311404 | val_loss: 0.031154 | Time: 2970.74 ms [2021-03-27 19:26:31 main:574] : INFO : Epoch 1624 | loss: 0.0311396 | val_loss: 0.0311539 | Time: 3092.84 ms [2021-03-27 19:26:34 main:574] : INFO : Epoch 1625 | loss: 0.0311396 | val_loss: 0.0311519 | Time: 3016.15 ms [2021-03-27 19:26:37 main:574] : INFO : Epoch 1626 | loss: 0.0311394 | val_loss: 0.0311512 | Time: 3057.12 ms [2021-03-27 19:26:40 main:574] : INFO : Epoch 1627 | loss: 0.0311415 | val_loss: 0.0311525 | Time: 3018.9 ms [2021-03-27 19:26:44 main:574] : INFO : Epoch 1628 | loss: 0.0311383 | val_loss: 0.0311548 | Time: 3105.54 ms [2021-03-27 19:26:47 main:574] : INFO : Epoch 1629 | loss: 0.03114 | val_loss: 0.0311551 | Time: 3018.13 ms [2021-03-27 19:26:50 main:574] : INFO : Epoch 1630 | loss: 0.0311445 | val_loss: 0.0311589 | Time: 2997.37 ms [2021-03-27 19:26:53 main:574] : INFO : Epoch 1631 | loss: 0.0311423 | val_loss: 0.0311616 | Time: 3049.59 ms [2021-03-27 19:26:56 main:574] : INFO : Epoch 1632 | loss: 0.0311405 | val_loss: 0.0311524 | Time: 2983.95 ms [2021-03-27 19:26:59 main:574] : INFO : Epoch 1633 | loss: 0.0311385 | val_loss: 0.0311556 | Time: 3048.11 ms [2021-03-27 19:27:02 main:574] : INFO : Epoch 1634 | loss: 0.0311412 | val_loss: 0.0311511 | Time: 3120.32 ms [2021-03-27 19:27:05 main:574] : INFO : Epoch 1635 | loss: 0.0311417 | val_loss: 0.0311525 | Time: 3327.53 ms [2021-03-27 19:27:08 main:574] : INFO : Epoch 1636 | loss: 0.0311403 | val_loss: 0.0311535 | Time: 3072.66 ms [2021-03-27 19:27:11 main:574] : INFO : Epoch 1637 | loss: 0.0311393 | val_loss: 0.0311629 | Time: 3034.73 ms [2021-03-27 19:27:15 main:574] : INFO : Epoch 1638 | loss: 0.0311417 | val_loss: 0.031153 | Time: 3007.03 ms [2021-03-27 19:27:18 main:574] : INFO : Epoch 1639 | loss: 0.0311423 | val_loss: 0.0311573 | Time: 3071.8 ms [2021-03-27 19:27:21 main:574] : INFO : Epoch 1640 | loss: 0.0311449 | val_loss: 0.0311543 | Time: 2954.85 ms [2021-03-27 19:27:24 main:574] : INFO : Epoch 1641 | loss: 0.0311409 | val_loss: 0.0311558 | Time: 3038.7 ms [2021-03-27 19:27:27 main:574] : INFO : Epoch 1642 | loss: 0.0311396 | val_loss: 0.0311525 | Time: 3089.79 ms [2021-03-27 19:27:30 main:574] : INFO : Epoch 1643 | loss: 0.0311451 | val_loss: 0.0311536 | Time: 3031.94 ms [2021-03-27 19:27:33 main:574] : INFO : Epoch 1644 | loss: 0.0311431 | val_loss: 0.0311548 | Time: 3055.76 ms [2021-03-27 19:27:36 main:574] : INFO : Epoch 1645 | loss: 0.0311427 | val_loss: 0.0311532 | Time: 2936.85 ms [2021-03-27 19:27:39 main:574] : INFO : Epoch 1646 | loss: 0.0311394 | val_loss: 0.0311562 | Time: 3073.89 ms [2021-03-27 19:27:42 main:574] : INFO : Epoch 1647 | loss: 0.0311398 | val_loss: 0.0311549 | Time: 3024.61 ms [2021-03-27 19:27:45 main:574] : INFO : Epoch 1648 | loss: 0.0311411 | val_loss: 0.0311533 | Time: 2993.65 ms [2021-03-27 19:27:48 main:574] : INFO : Epoch 1649 | loss: 0.0311412 | val_loss: 0.031154 | Time: 3046.98 ms [2021-03-27 19:27:51 main:574] : INFO : Epoch 1650 | loss: 0.0311421 | val_loss: 0.0311519 | Time: 2979.1 ms [2021-03-27 19:27:54 main:574] : INFO : Epoch 1651 | loss: 0.0311385 | val_loss: 0.031158 | Time: 3105.22 ms [2021-03-27 19:27:57 main:574] : INFO : Epoch 1652 | loss: 0.0311393 | val_loss: 0.0311572 | Time: 2971.18 ms [2021-03-27 19:28:00 main:574] : INFO : Epoch 1653 | loss: 0.0311377 | val_loss: 0.031159 | Time: 3043.24 ms [2021-03-27 19:28:04 main:574] : INFO : Epoch 1654 | loss: 0.0311375 | val_loss: 0.0311571 | Time: 3091.19 ms [2021-03-27 19:28:07 main:574] : INFO : Epoch 1655 | loss: 0.0311401 | val_loss: 0.0311543 | Time: 3164.03 ms [2021-03-27 19:28:10 main:574] : INFO : Epoch 1656 | loss: 0.031138 | val_loss: 0.0311533 | Time: 3120.28 ms [2021-03-27 19:28:14 main:574] : INFO : Epoch 1657 | loss: 0.0311392 | val_loss: 0.0311547 | Time: 3117.78 ms [2021-03-27 19:28:17 main:574] : INFO : Epoch 1658 | loss: 0.0311381 | val_loss: 0.0311529 | Time: 3039.53 ms [2021-03-27 19:28:20 main:574] : INFO : Epoch 1659 | loss: 0.0311371 | val_loss: 0.0311524 | Time: 3051.64 ms [2021-03-27 19:28:23 main:574] : INFO : Epoch 1660 | loss: 0.0311382 | val_loss: 0.0311538 | Time: 2991.66 ms [2021-03-27 19:28:26 main:574] : INFO : Epoch 1661 | loss: 0.031138 | val_loss: 0.0311529 | Time: 3080.43 ms [2021-03-27 19:28:29 main:574] : INFO : Epoch 1662 | loss: 0.0311378 | val_loss: 0.0311554 | Time: 3008.22 ms [2021-03-27 19:28:32 main:574] : INFO : Epoch 1663 | loss: 0.0311431 | val_loss: 0.0311698 | Time: 3084.33 ms [2021-03-27 19:28:35 main:574] : INFO : Epoch 1664 | loss: 0.0311466 | val_loss: 0.031158 | Time: 3034.42 ms [2021-03-27 19:28:38 main:574] : INFO : Epoch 1665 | loss: 0.0311384 | val_loss: 0.031152 | Time: 2980.6 ms [2021-03-27 19:28:41 main:574] : INFO : Epoch 1666 | loss: 0.031139 | val_loss: 0.0311551 | Time: 2985.1 ms [2021-03-27 19:28:44 main:574] : INFO : Epoch 1667 | loss: 0.0311421 | val_loss: 0.031155 | Time: 2976.45 ms [2021-03-27 19:28:47 main:574] : INFO : Epoch 1668 | loss: 0.0311354 | val_loss: 0.0311519 | Time: 3043.03 ms [2021-03-27 19:28:50 main:574] : INFO : Epoch 1669 | loss: 0.0311386 | val_loss: 0.0311524 | Time: 3083.37 ms [2021-03-27 19:28:53 main:574] : INFO : Epoch 1670 | loss: 0.0311392 | val_loss: 0.0311573 | Time: 2985.21 ms [2021-03-27 19:28:56 main:574] : INFO : Epoch 1671 | loss: 0.0311391 | val_loss: 0.0311555 | Time: 3030.72 ms [2021-03-27 19:29:00 main:574] : INFO : Epoch 1672 | loss: 0.0311404 | val_loss: 0.0311561 | Time: 3171.01 ms [2021-03-27 19:29:03 main:574] : INFO : Epoch 1673 | loss: 0.0311365 | val_loss: 0.0311521 | Time: 2994.98 ms [2021-03-27 19:29:06 main:574] : INFO : Epoch 1674 | loss: 0.0311372 | val_loss: 0.0311536 | Time: 3049.39 ms [2021-03-27 19:29:09 main:574] : INFO : Epoch 1675 | loss: 0.031141 | val_loss: 0.0311598 | Time: 3056.72 ms [2021-03-27 19:29:12 main:574] : INFO : Epoch 1676 | loss: 0.0311414 | val_loss: 0.0311632 | Time: 3074.12 ms [2021-03-27 19:29:15 main:574] : INFO : Epoch 1677 | loss: 0.0311457 | val_loss: 0.0311684 | Time: 2979.39 ms [2021-03-27 19:29:18 main:574] : INFO : Epoch 1678 | loss: 0.0311458 | val_loss: 0.0311571 | Time: 2996.94 ms [2021-03-27 19:29:21 main:574] : INFO : Epoch 1679 | loss: 0.0311445 | val_loss: 0.0311632 | Time: 2989.77 ms [2021-03-27 19:29:24 main:574] : INFO : Epoch 1680 | loss: 0.0311458 | val_loss: 0.031159 | Time: 2973.13 ms [2021-03-27 19:29:27 main:574] : INFO : Epoch 1681 | loss: 0.0311453 | val_loss: 0.0311572 | Time: 3004.95 ms [2021-03-27 19:29:30 main:574] : INFO : Epoch 1682 | loss: 0.0311453 | val_loss: 0.0311644 | Time: 2917.11 ms [2021-03-27 19:29:33 main:574] : INFO : Epoch 1683 | loss: 0.0311498 | val_loss: 0.0311588 | Time: 3056.6 ms [2021-03-27 19:29:36 main:574] : INFO : Epoch 1684 | loss: 0.0311461 | val_loss: 0.0311593 | Time: 2992.91 ms [2021-03-27 19:29:39 main:574] : INFO : Epoch 1685 | loss: 0.0311462 | val_loss: 0.0311596 | Time: 3024.77 ms [2021-03-27 19:29:42 main:574] : INFO : Epoch 1686 | loss: 0.031147 | val_loss: 0.0311655 | Time: 2986.71 ms [2021-03-27 19:29:45 main:574] : INFO : Epoch 1687 | loss: 0.0311468 | val_loss: 0.0311582 | Time: 3014.93 ms [2021-03-27 19:29:48 main:574] : INFO : Epoch 1688 | loss: 0.0311483 | val_loss: 0.031161 | Time: 2969.31 ms [2021-03-27 19:29:51 main:574] : INFO : Epoch 1689 | loss: 0.031145 | val_loss: 0.0311559 | Time: 2901.08 ms [2021-03-27 19:29:54 main:574] : INFO : Epoch 1690 | loss: 0.0311436 | val_loss: 0.0311568 | Time: 2838.17 ms [2021-03-27 19:29:57 main:574] : INFO : Epoch 1691 | loss: 0.0311479 | val_loss: 0.0311585 | Time: 2947.19 ms [2021-03-27 19:30:00 main:574] : INFO : Epoch 1692 | loss: 0.0311444 | val_loss: 0.0311575 | Time: 2865.93 ms [2021-03-27 19:30:03 main:574] : INFO : Epoch 1693 | loss: 0.0311448 | val_loss: 0.0311566 | Time: 2882.2 ms [2021-03-27 19:30:06 main:574] : INFO : Epoch 1694 | loss: 0.0311432 | val_loss: 0.0311558 | Time: 2879.32 ms [2021-03-27 19:30:09 main:574] : INFO : Epoch 1695 | loss: 0.0311419 | val_loss: 0.0311573 | Time: 2973.31 ms [2021-03-27 19:30:12 main:574] : INFO : Epoch 1696 | loss: 0.0311444 | val_loss: 0.0311554 | Time: 2906.29 ms [2021-03-27 19:30:14 main:574] : INFO : Epoch 1697 | loss: 0.031146 | val_loss: 0.0311702 | Time: 2816.91 ms [2021-03-27 19:30:17 main:574] : INFO : Epoch 1698 | loss: 0.0311466 | val_loss: 0.031161 | Time: 2970.88 ms [2021-03-27 19:30:20 main:574] : INFO : Epoch 1699 | loss: 0.0311445 | val_loss: 0.0311661 | Time: 2841.45 ms [2021-03-27 19:30:23 main:574] : INFO : Epoch 1700 | loss: 0.0311441 | val_loss: 0.0311582 | Time: 2879.67 ms [2021-03-27 19:30:26 main:574] : INFO : Epoch 1701 | loss: 0.0311426 | val_loss: 0.0311626 | Time: 2818.76 ms [2021-03-27 19:30:29 main:574] : INFO : Epoch 1702 | loss: 0.0311424 | val_loss: 0.0311606 | Time: 2848.09 ms [2021-03-27 19:30:32 main:574] : INFO : Epoch 1703 | loss: 0.0311452 | val_loss: 0.0311585 | Time: 2871.3 ms [2021-03-27 19:30:35 main:574] : INFO : Epoch 1704 | loss: 0.0311503 | val_loss: 0.0311702 | Time: 2926.09 ms [2021-03-27 19:30:38 main:574] : INFO : Epoch 1705 | loss: 0.0311487 | val_loss: 0.0311582 | Time: 2859.58 ms [2021-03-27 19:30:41 main:574] : INFO : Epoch 1706 | loss: 0.031146 | val_loss: 0.0311559 | Time: 2821.18 ms [2021-03-27 19:30:43 main:574] : INFO : Epoch 1707 | loss: 0.0311437 | val_loss: 0.0311566 | Time: 2881.92 ms [2021-03-27 19:30:46 main:574] : INFO : Epoch 1708 | loss: 0.0311442 | val_loss: 0.0311565 | Time: 2845.13 ms [2021-03-27 19:30:49 main:574] : INFO : Epoch 1709 | loss: 0.031144 | val_loss: 0.0311592 | Time: 2850.78 ms [2021-03-27 19:30:52 main:574] : INFO : Epoch 1710 | loss: 0.0311437 | val_loss: 0.0311571 | Time: 2910.33 ms [2021-03-27 19:30:55 main:574] : INFO : Epoch 1711 | loss: 0.0311422 | val_loss: 0.0311581 | Time: 2827.16 ms [2021-03-27 19:30:58 main:574] : INFO : Epoch 1712 | loss: 0.0311434 | val_loss: 0.0311562 | Time: 2914.95 ms [2021-03-27 19:31:01 main:574] : INFO : Epoch 1713 | loss: 0.0311447 | val_loss: 0.0311654 | Time: 2872.21 ms [2021-03-27 19:31:04 main:574] : INFO : Epoch 1714 | loss: 0.0311468 | val_loss: 0.0311674 | Time: 2821.23 ms [2021-03-27 19:31:07 main:574] : INFO : Epoch 1715 | loss: 0.0311443 | val_loss: 0.0311578 | Time: 2863.71 ms [2021-03-27 19:31:10 main:574] : INFO : Epoch 1716 | loss: 0.0311427 | val_loss: 0.0311565 | Time: 2863.24 ms [2021-03-27 19:31:12 main:574] : INFO : Epoch 1717 | loss: 0.0311408 | val_loss: 0.0311569 | Time: 2847.08 ms [2021-03-27 19:31:15 main:574] : INFO : Epoch 1718 | loss: 0.0311409 | val_loss: 0.0311575 | Time: 2809.55 ms [2021-03-27 19:31:18 main:574] : INFO : Epoch 1719 | loss: 0.0311398 | val_loss: 0.0311594 | Time: 2919.92 ms [2021-03-27 19:31:21 main:574] : INFO : Epoch 1720 | loss: 0.0311421 | val_loss: 0.031157 | Time: 2885.41 ms [2021-03-27 19:31:24 main:574] : INFO : Epoch 1721 | loss: 0.0311434 | val_loss: 0.0311593 | Time: 2816.53 ms [2021-03-27 19:31:27 main:574] : INFO : Epoch 1722 | loss: 0.0311405 | val_loss: 0.0311671 | Time: 2878.72 ms [2021-03-27 19:31:30 main:574] : INFO : Epoch 1723 | loss: 0.0311448 | val_loss: 0.0311577 | Time: 2829.71 ms [2021-03-27 19:31:33 main:574] : INFO : Epoch 1724 | loss: 0.0311429 | val_loss: 0.0311623 | Time: 2893.13 ms [2021-03-27 19:31:36 main:574] : INFO : Epoch 1725 | loss: 0.0311445 | val_loss: 0.03116 | Time: 2957.31 ms [2021-03-27 19:31:39 main:574] : INFO : Epoch 1726 | loss: 0.031143 | val_loss: 0.0311638 | Time: 2894.48 ms [2021-03-27 19:31:41 main:574] : INFO : Epoch 1727 | loss: 0.0311409 | val_loss: 0.0311589 | Time: 2821.49 ms [2021-03-27 19:31:44 main:574] : INFO : Epoch 1728 | loss: 0.0311392 | val_loss: 0.0311593 | Time: 2854.87 ms [2021-03-27 19:31:47 main:574] : INFO : Epoch 1729 | loss: 0.0311394 | val_loss: 0.0311586 | Time: 2894.59 ms [2021-03-27 19:31:50 main:574] : INFO : Epoch 1730 | loss: 0.0311423 | val_loss: 0.0311684 | Time: 2939.72 ms [2021-03-27 19:31:53 main:574] : INFO : Epoch 1731 | loss: 0.031142 | val_loss: 0.0311633 | Time: 2862.65 ms [2021-03-27 19:31:56 main:574] : INFO : Epoch 1732 | loss: 0.0311404 | val_loss: 0.0311596 | Time: 2926.36 ms [2021-03-27 19:31:59 main:574] : INFO : Epoch 1733 | loss: 0.031139 | val_loss: 0.0311596 | Time: 2817.88 ms [2021-03-27 19:32:02 main:574] : INFO : Epoch 1734 | loss: 0.0311415 | val_loss: 0.0311615 | Time: 2918.98 ms [2021-03-27 19:32:05 main:574] : INFO : Epoch 1735 | loss: 0.0311439 | val_loss: 0.0311571 | Time: 2862.84 ms [2021-03-27 19:32:08 main:574] : INFO : Epoch 1736 | loss: 0.0311456 | val_loss: 0.0311574 | Time: 2864.04 ms [2021-03-27 19:32:11 main:574] : INFO : Epoch 1737 | loss: 0.0311456 | val_loss: 0.031159 | Time: 2850.99 ms [2021-03-27 19:32:13 main:574] : INFO : Epoch 1738 | loss: 0.0311451 | val_loss: 0.0311665 | Time: 2882.27 ms [2021-03-27 19:32:16 main:574] : INFO : Epoch 1739 | loss: 0.0311464 | val_loss: 0.0311567 | Time: 2903.42 ms [2021-03-27 19:32:19 main:574] : INFO : Epoch 1740 | loss: 0.0311458 | val_loss: 0.0311573 | Time: 2877.7 ms [2021-03-27 19:32:22 main:574] : INFO : Epoch 1741 | loss: 0.0311462 | val_loss: 0.0311577 | Time: 2904.54 ms [2021-03-27 19:32:25 main:574] : INFO : Epoch 1742 | loss: 0.031144 | val_loss: 0.0311563 | Time: 2837.1 ms [2021-03-27 19:32:28 main:574] : INFO : Epoch 1743 | loss: 0.0311437 | val_loss: 0.0311556 | Time: 2863.4 ms [2021-03-27 19:32:31 main:574] : INFO : Epoch 1744 | loss: 0.0311416 | val_loss: 0.0311628 | Time: 2834.91 ms [2021-03-27 19:32:34 main:574] : INFO : Epoch 1745 | loss: 0.0311462 | val_loss: 0.0311589 | Time: 2888.56 ms [2021-03-27 19:32:37 main:574] : INFO : Epoch 1746 | loss: 0.0311441 | val_loss: 0.031159 | Time: 2874.1 ms [2021-03-27 19:32:39 main:574] : INFO : Epoch 1747 | loss: 0.0311431 | val_loss: 0.0311593 | Time: 2808.23 ms [2021-03-27 19:32:42 main:574] : INFO : Epoch 1748 | loss: 0.0311391 | val_loss: 0.0311592 | Time: 2872.52 ms [2021-03-27 19:32:45 main:574] : INFO : Epoch 1749 | loss: 0.0311403 | val_loss: 0.0311567 | Time: 2855.93 ms [2021-03-27 19:32:48 main:574] : INFO : Epoch 1750 | loss: 0.0311416 | val_loss: 0.0311608 | Time: 2885.16 ms [2021-03-27 19:32:51 main:574] : INFO : Epoch 1751 | loss: 0.0311457 | val_loss: 0.0311605 | Time: 2862.14 ms [2021-03-27 19:32:54 main:574] : INFO : Epoch 1752 | loss: 0.0311417 | val_loss: 0.0311545 | Time: 2911.17 ms [2021-03-27 19:32:57 main:574] : INFO : Epoch 1753 | loss: 0.0311425 | val_loss: 0.0311553 | Time: 2899.32 ms [2021-03-27 19:33:00 main:574] : INFO : Epoch 1754 | loss: 0.0311454 | val_loss: 0.031157 | Time: 2899.27 ms [2021-03-27 19:33:03 main:574] : INFO : Epoch 1755 | loss: 0.0311492 | val_loss: 0.0311586 | Time: 2812.36 ms [2021-03-27 19:33:06 main:574] : INFO : Epoch 1756 | loss: 0.0311468 | val_loss: 0.031157 | Time: 2877.64 ms [2021-03-27 19:33:09 main:574] : INFO : Epoch 1757 | loss: 0.0311451 | val_loss: 0.0311584 | Time: 2954.02 ms [2021-03-27 19:33:12 main:574] : INFO : Epoch 1758 | loss: 0.0311442 | val_loss: 0.0311576 | Time: 2922.77 ms [2021-03-27 19:33:15 main:574] : INFO : Epoch 1759 | loss: 0.0311445 | val_loss: 0.0311572 | Time: 2902.79 ms [2021-03-27 19:33:17 main:574] : INFO : Epoch 1760 | loss: 0.031145 | val_loss: 0.0311588 | Time: 2824.36 ms [2021-03-27 19:33:20 main:574] : INFO : Epoch 1761 | loss: 0.0311483 | val_loss: 0.0311582 | Time: 2900.48 ms [2021-03-27 19:33:23 main:574] : INFO : Epoch 1762 | loss: 0.031145 | val_loss: 0.0311564 | Time: 2894.43 ms [2021-03-27 19:33:26 main:574] : INFO : Epoch 1763 | loss: 0.0311447 | val_loss: 0.0311555 | Time: 2788.79 ms [2021-03-27 19:33:29 main:574] : INFO : Epoch 1764 | loss: 0.0311441 | val_loss: 0.0311572 | Time: 2921.72 ms [2021-03-27 19:33:32 main:574] : INFO : Epoch 1765 | loss: 0.0311419 | val_loss: 0.0311545 | Time: 2899.13 ms [2021-03-27 19:33:35 main:574] : INFO : Epoch 1766 | loss: 0.031142 | val_loss: 0.0311591 | Time: 2891.62 ms [2021-03-27 19:33:38 main:574] : INFO : Epoch 1767 | loss: 0.0311446 | val_loss: 0.0311596 | Time: 2887.44 ms [2021-03-27 19:33:41 main:574] : INFO : Epoch 1768 | loss: 0.0311428 | val_loss: 0.0311543 | Time: 2848.94 ms [2021-03-27 19:33:44 main:574] : INFO : Epoch 1769 | loss: 0.0311434 | val_loss: 0.0311563 | Time: 2945.85 ms [2021-03-27 19:33:47 main:574] : INFO : Epoch 1770 | loss: 0.0311507 | val_loss: 0.0311547 | Time: 2911.41 ms [2021-03-27 19:33:49 main:574] : INFO : Epoch 1771 | loss: 0.0311488 | val_loss: 0.0311591 | Time: 2878.86 ms [2021-03-27 19:33:52 main:574] : INFO : Epoch 1772 | loss: 0.0311474 | val_loss: 0.031154 | Time: 2922.39 ms [2021-03-27 19:33:55 main:574] : INFO : Epoch 1773 | loss: 0.0311445 | val_loss: 0.0311557 | Time: 2821.15 ms [2021-03-27 19:33:58 main:574] : INFO : Epoch 1774 | loss: 0.0311445 | val_loss: 0.0311528 | Time: 2934.55 ms [2021-03-27 19:34:01 main:574] : INFO : Epoch 1775 | loss: 0.0311467 | val_loss: 0.0311589 | Time: 2884.44 ms [2021-03-27 19:34:04 main:574] : INFO : Epoch 1776 | loss: 0.0311424 | val_loss: 0.0311537 | Time: 2915.94 ms [2021-03-27 19:34:07 main:574] : INFO : Epoch 1777 | loss: 0.0311419 | val_loss: 0.0311559 | Time: 2894.47 ms [2021-03-27 19:34:10 main:574] : INFO : Epoch 1778 | loss: 0.0311419 | val_loss: 0.0311553 | Time: 2856.37 ms [2021-03-27 19:34:13 main:574] : INFO : Epoch 1779 | loss: 0.0311432 | val_loss: 0.0311594 | Time: 2931.88 ms [2021-03-27 19:34:16 main:574] : INFO : Epoch 1780 | loss: 0.0311475 | val_loss: 0.031157 | Time: 2845.12 ms [2021-03-27 19:34:19 main:574] : INFO : Epoch 1781 | loss: 0.0311478 | val_loss: 0.0311571 | Time: 2908.86 ms [2021-03-27 19:34:22 main:574] : INFO : Epoch 1782 | loss: 0.0311473 | val_loss: 0.0311555 | Time: 2864.42 ms [2021-03-27 19:34:25 main:574] : INFO : Epoch 1783 | loss: 0.0311454 | val_loss: 0.0311544 | Time: 2924.67 ms [2021-03-27 19:34:27 main:574] : INFO : Epoch 1784 | loss: 0.0311455 | val_loss: 0.0311534 | Time: 2887.42 ms [2021-03-27 19:34:30 main:574] : INFO : Epoch 1785 | loss: 0.0311469 | val_loss: 0.0311575 | Time: 2832.61 ms [2021-03-27 19:34:33 main:574] : INFO : Epoch 1786 | loss: 0.0311445 | val_loss: 0.0311578 | Time: 2873.15 ms [2021-03-27 19:34:36 main:574] : INFO : Epoch 1787 | loss: 0.0311468 | val_loss: 0.0311568 | Time: 2881.77 ms [2021-03-27 19:34:39 main:574] : INFO : Epoch 1788 | loss: 0.0311462 | val_loss: 0.0311576 | Time: 2876.88 ms [2021-03-27 19:34:42 main:574] : INFO : Epoch 1789 | loss: 0.0311446 | val_loss: 0.0311585 | Time: 2806.63 ms [2021-03-27 19:34:45 main:574] : INFO : Epoch 1790 | loss: 0.0311437 | val_loss: 0.0311563 | Time: 2916.91 ms [2021-03-27 19:34:48 main:574] : INFO : Epoch 1791 | loss: 0.0311425 | val_loss: 0.0311571 | Time: 2858.78 ms [2021-03-27 19:34:51 main:574] : INFO : Epoch 1792 | loss: 0.0311449 | val_loss: 0.0311565 | Time: 2837.71 ms [2021-03-27 19:34:53 main:574] : INFO : Epoch 1793 | loss: 0.031142 | val_loss: 0.0311558 | Time: 2867.84 ms [2021-03-27 19:34:56 main:574] : INFO : Epoch 1794 | loss: 0.0311421 | val_loss: 0.0311558 | Time: 2886.48 ms [2021-03-27 19:34:59 main:574] : INFO : Epoch 1795 | loss: 0.0311409 | val_loss: 0.0311663 | Time: 2885.04 ms [2021-03-27 19:35:02 main:574] : INFO : Epoch 1796 | loss: 0.0311471 | val_loss: 0.0311556 | Time: 2857.35 ms [2021-03-27 19:35:05 main:574] : INFO : Epoch 1797 | loss: 0.031141 | val_loss: 0.0311538 | Time: 2926.63 ms [2021-03-27 19:35:08 main:574] : INFO : Epoch 1798 | loss: 0.0311409 | val_loss: 0.0311561 | Time: 2909.99 ms [2021-03-27 19:35:11 main:574] : INFO : Epoch 1799 | loss: 0.0311447 | val_loss: 0.0311544 | Time: 2892.63 ms [2021-03-27 19:35:14 main:574] : INFO : Epoch 1800 | loss: 0.031141 | val_loss: 0.0311558 | Time: 2880.53 ms [2021-03-27 19:35:17 main:574] : INFO : Epoch 1801 | loss: 0.0311407 | val_loss: 0.031157 | Time: 2893.08 ms [2021-03-27 19:35:20 main:574] : INFO : Epoch 1802 | loss: 0.0311424 | val_loss: 0.0311555 | Time: 2870.82 ms [2021-03-27 19:35:23 main:574] : INFO : Epoch 1803 | loss: 0.0311421 | val_loss: 0.0311602 | Time: 2977.75 ms [2021-03-27 19:35:26 main:574] : INFO : Epoch 1804 | loss: 0.0311444 | val_loss: 0.0311574 | Time: 2897.48 ms [2021-03-27 19:35:29 main:574] : INFO : Epoch 1805 | loss: 0.0311401 | val_loss: 0.0311589 | Time: 2921.23 ms [2021-03-27 19:35:32 main:574] : INFO : Epoch 1806 | loss: 0.0311435 | val_loss: 0.0311564 | Time: 2882.35 ms [2021-03-27 19:35:35 main:574] : INFO : Epoch 1807 | loss: 0.0311465 | val_loss: 0.0311568 | Time: 2960.12 ms [2021-03-27 19:35:37 main:574] : INFO : Epoch 1808 | loss: 0.03115 | val_loss: 0.0311567 | Time: 2823.49 ms [2021-03-27 19:35:40 main:574] : INFO : Epoch 1809 | loss: 0.0311463 | val_loss: 0.0311564 | Time: 2898.87 ms [2021-03-27 19:35:43 main:574] : INFO : Epoch 1810 | loss: 0.0311439 | val_loss: 0.031158 | Time: 2935.59 ms [2021-03-27 19:35:46 main:574] : INFO : Epoch 1811 | loss: 0.0311461 | val_loss: 0.0311614 | Time: 2849.25 ms [2021-03-27 19:35:49 main:574] : INFO : Epoch 1812 | loss: 0.031149 | val_loss: 0.0311654 | Time: 2881.15 ms [2021-03-27 19:35:52 main:574] : INFO : Epoch 1813 | loss: 0.0311468 | val_loss: 0.0311587 | Time: 2919.51 ms [2021-03-27 19:35:55 main:574] : INFO : Epoch 1814 | loss: 0.0311476 | val_loss: 0.0311564 | Time: 2902.15 ms [2021-03-27 19:35:58 main:574] : INFO : Epoch 1815 | loss: 0.0311447 | val_loss: 0.031157 | Time: 2914.7 ms [2021-03-27 19:36:01 main:574] : INFO : Epoch 1816 | loss: 0.0311433 | val_loss: 0.0311663 | Time: 2858.85 ms [2021-03-27 19:36:04 main:574] : INFO : Epoch 1817 | loss: 0.0311463 | val_loss: 0.031161 | Time: 2878.32 ms [2021-03-27 19:36:07 main:574] : INFO : Epoch 1818 | loss: 0.0311456 | val_loss: 0.0311573 | Time: 2909.54 ms [2021-03-27 19:36:09 main:574] : INFO : Epoch 1819 | loss: 0.0311425 | val_loss: 0.0311556 | Time: 2861.69 ms [2021-03-27 19:36:12 main:574] : INFO : Epoch 1820 | loss: 0.0311413 | val_loss: 0.0311553 | Time: 2858.88 ms [2021-03-27 19:36:15 main:574] : INFO : Epoch 1821 | loss: 0.0311421 | val_loss: 0.0311606 | Time: 2848.89 ms [2021-03-27 19:36:18 main:574] : INFO : Epoch 1822 | loss: 0.0311421 | val_loss: 0.0311599 | Time: 2882.62 ms [2021-03-27 19:36:21 main:574] : INFO : Epoch 1823 | loss: 0.0311439 | val_loss: 0.0311586 | Time: 2889.28 ms [2021-03-27 19:36:24 main:574] : INFO : Epoch 1824 | loss: 0.0311435 | val_loss: 0.0311564 | Time: 2853.11 ms [2021-03-27 19:36:27 main:574] : INFO : Epoch 1825 | loss: 0.03114 | val_loss: 0.0311566 | Time: 2919.04 ms [2021-03-27 19:36:30 main:574] : INFO : Epoch 1826 | loss: 0.0311404 | val_loss: 0.0311597 | Time: 2873.84 ms [2021-03-27 19:36:33 main:574] : INFO : Epoch 1827 | loss: 0.0311405 | val_loss: 0.0311565 | Time: 2850.97 ms [2021-03-27 19:36:36 main:574] : INFO : Epoch 1828 | loss: 0.0311407 | val_loss: 0.0311596 | Time: 2865.3 ms [2021-03-27 19:36:39 main:574] : INFO : Epoch 1829 | loss: 0.0311436 | val_loss: 0.0311586 | Time: 2926.7 ms [2021-03-27 19:36:42 main:574] : INFO : Epoch 1830 | loss: 0.0311472 | val_loss: 0.0311656 | Time: 2971.72 ms [2021-03-27 19:36:44 main:574] : INFO : Epoch 1831 | loss: 0.0311971 | val_loss: 0.0316775 | Time: 2871.93 ms [2021-03-27 19:36:47 main:574] : INFO : Epoch 1832 | loss: 0.0391346 | val_loss: 0.0482301 | Time: 2851.01 ms [2021-03-27 19:36:50 main:574] : INFO : Epoch 1833 | loss: 0.0356663 | val_loss: 0.0322771 | Time: 2923.19 ms [2021-03-27 19:36:53 main:574] : INFO : Epoch 1834 | loss: 0.0317082 | val_loss: 0.0313232 | Time: 2892.51 ms [2021-03-27 19:36:56 main:574] : INFO : Epoch 1835 | loss: 0.0312847 | val_loss: 0.0312269 | Time: 2938.75 ms [2021-03-27 19:36:59 main:574] : INFO : Epoch 1836 | loss: 0.0312136 | val_loss: 0.0312033 | Time: 2875.84 ms [2021-03-27 19:37:02 main:574] : INFO : Epoch 1837 | loss: 0.031194 | val_loss: 0.0311903 | Time: 2837.44 ms [2021-03-27 19:37:05 main:574] : INFO : Epoch 1838 | loss: 0.0311811 | val_loss: 0.031178 | Time: 2910.83 ms [2021-03-27 19:37:08 main:574] : INFO : Epoch 1839 | loss: 0.0311652 | val_loss: 0.0311672 | Time: 2878.37 ms [2021-03-27 19:37:11 main:574] : INFO : Epoch 1840 | loss: 0.0311557 | val_loss: 0.0311598 | Time: 2859.49 ms [2021-03-27 19:37:14 main:574] : INFO : Epoch 1841 | loss: 0.0311492 | val_loss: 0.0311596 | Time: 2840.72 ms [2021-03-27 19:37:16 main:574] : INFO : Epoch 1842 | loss: 0.0311482 | val_loss: 0.0311584 | Time: 2829.19 ms [2021-03-27 19:37:19 main:574] : INFO : Epoch 1843 | loss: 0.0311466 | val_loss: 0.0311573 | Time: 2846.35 ms [2021-03-27 19:37:22 main:574] : INFO : Epoch 1844 | loss: 0.0311462 | val_loss: 0.0311585 | Time: 2892.34 ms [2021-03-27 19:37:25 main:574] : INFO : Epoch 1845 | loss: 0.031146 | val_loss: 0.0311587 | Time: 2917.91 ms [2021-03-27 19:37:28 main:574] : INFO : Epoch 1846 | loss: 0.0311463 | val_loss: 0.0311589 | Time: 2924.54 ms [2021-03-27 19:37:31 main:574] : INFO : Epoch 1847 | loss: 0.0311451 | val_loss: 0.0311582 | Time: 2942.32 ms [2021-03-27 19:37:34 main:574] : INFO : Epoch 1848 | loss: 0.0311447 | val_loss: 0.0311581 | Time: 2864.93 ms [2021-03-27 19:37:37 main:574] : INFO : Epoch 1849 | loss: 0.0311449 | val_loss: 0.0311577 | Time: 2926.57 ms [2021-03-27 19:37:40 main:574] : INFO : Epoch 1850 | loss: 0.0311443 | val_loss: 0.0311581 | Time: 2847.72 ms [2021-03-27 19:37:43 main:574] : INFO : Epoch 1851 | loss: 0.0311441 | val_loss: 0.0311579 | Time: 2849.41 ms [2021-03-27 19:37:46 main:574] : INFO : Epoch 1852 | loss: 0.0311437 | val_loss: 0.0311581 | Time: 2853.36 ms [2021-03-27 19:37:48 main:574] : INFO : Epoch 1853 | loss: 0.0311437 | val_loss: 0.0311579 | Time: 2883.39 ms [2021-03-27 19:37:51 main:574] : INFO : Epoch 1854 | loss: 0.0311434 | val_loss: 0.0311576 | Time: 2932.75 ms [2021-03-27 19:37:54 main:574] : INFO : Epoch 1855 | loss: 0.0311438 | val_loss: 0.0311582 | Time: 2833.57 ms [2021-03-27 19:37:57 main:574] : INFO : Epoch 1856 | loss: 0.0311446 | val_loss: 0.0311581 | Time: 2850.99 ms [2021-03-27 19:38:00 main:574] : INFO : Epoch 1857 | loss: 0.031144 | val_loss: 0.0311579 | Time: 2879.33 ms [2021-03-27 19:38:03 main:574] : INFO : Epoch 1858 | loss: 0.0311434 | val_loss: 0.0311574 | Time: 2854.39 ms [2021-03-27 19:38:06 main:574] : INFO : Epoch 1859 | loss: 0.0311438 | val_loss: 0.0311571 | Time: 2904.12 ms [2021-03-27 19:38:09 main:574] : INFO : Epoch 1860 | loss: 0.0311438 | val_loss: 0.0311567 | Time: 2951.14 ms [2021-03-27 19:38:12 main:574] : INFO : Epoch 1861 | loss: 0.0311443 | val_loss: 0.0311588 | Time: 2899.94 ms [2021-03-27 19:38:15 main:574] : INFO : Epoch 1862 | loss: 0.0311445 | val_loss: 0.0311578 | Time: 2900.94 ms [2021-03-27 19:38:18 main:574] : INFO : Epoch 1863 | loss: 0.0311429 | val_loss: 0.0311567 | Time: 2862.29 ms [2021-03-27 19:38:21 main:574] : INFO : Epoch 1864 | loss: 0.0311432 | val_loss: 0.0311572 | Time: 2872.97 ms [2021-03-27 19:38:24 main:574] : INFO : Epoch 1865 | loss: 0.0311428 | val_loss: 0.0311582 | Time: 2957.66 ms [2021-03-27 19:38:26 main:574] : INFO : Epoch 1866 | loss: 0.031143 | val_loss: 0.0311569 | Time: 2867.81 ms [2021-03-27 19:38:29 main:574] : INFO : Epoch 1867 | loss: 0.031146 | val_loss: 0.0311568 | Time: 2920.82 ms [2021-03-27 19:38:32 main:574] : INFO : Epoch 1868 | loss: 0.0311446 | val_loss: 0.0311598 | Time: 2820.64 ms [2021-03-27 19:38:35 main:574] : INFO : Epoch 1869 | loss: 0.0311444 | val_loss: 0.0311559 | Time: 2835.93 ms [2021-03-27 19:38:38 main:574] : INFO : Epoch 1870 | loss: 0.0311434 | val_loss: 0.0311566 | Time: 2870.44 ms [2021-03-27 19:38:41 main:574] : INFO : Epoch 1871 | loss: 0.0311443 | val_loss: 0.03116 | Time: 2856.43 ms [2021-03-27 19:38:44 main:574] : INFO : Epoch 1872 | loss: 0.0311448 | val_loss: 0.0311567 | Time: 2833.57 ms [2021-03-27 19:38:47 main:574] : INFO : Epoch 1873 | loss: 0.0311444 | val_loss: 0.0311575 | Time: 2886.37 ms [2021-03-27 19:38:50 main:574] : INFO : Epoch 1874 | loss: 0.0311428 | val_loss: 0.0311554 | Time: 2814.52 ms [2021-03-27 19:38:52 main:574] : INFO : Epoch 1875 | loss: 0.0311435 | val_loss: 0.0311559 | Time: 2788.52 ms [2021-03-27 19:38:55 main:574] : INFO : Epoch 1876 | loss: 0.0311433 | val_loss: 0.0311557 | Time: 2789.37 ms [2021-03-27 19:38:58 main:574] : INFO : Epoch 1877 | loss: 0.0311425 | val_loss: 0.0311553 | Time: 2813.64 ms [2021-03-27 19:39:01 main:574] : INFO : Epoch 1878 | loss: 0.0311433 | val_loss: 0.0311592 | Time: 2808.56 ms [2021-03-27 19:39:04 main:574] : INFO : Epoch 1879 | loss: 0.0311436 | val_loss: 0.0311592 | Time: 2802.7 ms [2021-03-27 19:39:06 main:574] : INFO : Epoch 1880 | loss: 0.0311418 | val_loss: 0.0311564 | Time: 2782.21 ms [2021-03-27 19:39:09 main:574] : INFO : Epoch 1881 | loss: 0.0311416 | val_loss: 0.0311561 | Time: 2774.1 ms [2021-03-27 19:39:12 main:574] : INFO : Epoch 1882 | loss: 0.0311417 | val_loss: 0.0311582 | Time: 2793.98 ms [2021-03-27 19:39:15 main:574] : INFO : Epoch 1883 | loss: 0.0311425 | val_loss: 0.0311598 | Time: 2789.34 ms [2021-03-27 19:39:18 main:574] : INFO : Epoch 1884 | loss: 0.0311434 | val_loss: 0.0311562 | Time: 2799.05 ms [2021-03-27 19:39:21 main:574] : INFO : Epoch 1885 | loss: 0.0311432 | val_loss: 0.0311554 | Time: 2792.08 ms [2021-03-27 19:39:23 main:574] : INFO : Epoch 1886 | loss: 0.031142 | val_loss: 0.031157 | Time: 2806.78 ms [2021-03-27 19:39:26 main:574] : INFO : Epoch 1887 | loss: 0.0311423 | val_loss: 0.0311569 | Time: 2776.5 ms [2021-03-27 19:39:29 main:574] : INFO : Epoch 1888 | loss: 0.0311427 | val_loss: 0.0311582 | Time: 2812.24 ms [2021-03-27 19:39:32 main:574] : INFO : Epoch 1889 | loss: 0.0311436 | val_loss: 0.0311614 | Time: 2774.04 ms [2021-03-27 19:39:35 main:574] : INFO : Epoch 1890 | loss: 0.0311432 | val_loss: 0.0311585 | Time: 2813.15 ms [2021-03-27 19:39:38 main:574] : INFO : Epoch 1891 | loss: 0.0311425 | val_loss: 0.0311584 | Time: 2810.08 ms [2021-03-27 19:39:40 main:574] : INFO : Epoch 1892 | loss: 0.031142 | val_loss: 0.0311569 | Time: 2793.22 ms [2021-03-27 19:39:43 main:574] : INFO : Epoch 1893 | loss: 0.0311419 | val_loss: 0.0311561 | Time: 2790.45 ms [2021-03-27 19:39:46 main:574] : INFO : Epoch 1894 | loss: 0.0311429 | val_loss: 0.0311578 | Time: 2858.66 ms [2021-03-27 19:39:49 main:574] : INFO : Epoch 1895 | loss: 0.0311427 | val_loss: 0.0311577 | Time: 2813.36 ms [2021-03-27 19:39:52 main:574] : INFO : Epoch 1896 | loss: 0.0311436 | val_loss: 0.0311634 | Time: 2818.82 ms [2021-03-27 19:39:55 main:574] : INFO : Epoch 1897 | loss: 0.0311434 | val_loss: 0.0311575 | Time: 2778.93 ms [2021-03-27 19:39:57 main:574] : INFO : Epoch 1898 | loss: 0.0311421 | val_loss: 0.0311582 | Time: 2843.11 ms [2021-03-27 19:40:00 main:574] : INFO : Epoch 1899 | loss: 0.0311425 | val_loss: 0.0311567 | Time: 2799.75 ms [2021-03-27 19:40:03 main:574] : INFO : Epoch 1900 | loss: 0.0311441 | val_loss: 0.031166 | Time: 2816.37 ms [2021-03-27 19:40:06 main:574] : INFO : Epoch 1901 | loss: 0.0311468 | val_loss: 0.0311575 | Time: 2796.94 ms [2021-03-27 19:40:09 main:574] : INFO : Epoch 1902 | loss: 0.0311433 | val_loss: 0.0311563 | Time: 2796.18 ms [2021-03-27 19:40:12 main:574] : INFO : Epoch 1903 | loss: 0.0311424 | val_loss: 0.0311601 | Time: 2798.86 ms [2021-03-27 19:40:14 main:574] : INFO : Epoch 1904 | loss: 0.0311423 | val_loss: 0.0311602 | Time: 2779.69 ms [2021-03-27 19:40:17 main:574] : INFO : Epoch 1905 | loss: 0.0311441 | val_loss: 0.0311569 | Time: 2825.92 ms [2021-03-27 19:40:20 main:574] : INFO : Epoch 1906 | loss: 0.031142 | val_loss: 0.0311593 | Time: 2800.39 ms [2021-03-27 19:40:23 main:574] : INFO : Epoch 1907 | loss: 0.0311424 | val_loss: 0.0311568 | Time: 2783.66 ms [2021-03-27 19:40:26 main:574] : INFO : Epoch 1908 | loss: 0.0311417 | val_loss: 0.0311573 | Time: 2790.48 ms [2021-03-27 19:40:29 main:574] : INFO : Epoch 1909 | loss: 0.0311418 | val_loss: 0.0311584 | Time: 2815.31 ms [2021-03-27 19:40:31 main:574] : INFO : Epoch 1910 | loss: 0.0311411 | val_loss: 0.0311567 | Time: 2804.89 ms [2021-03-27 19:40:34 main:574] : INFO : Epoch 1911 | loss: 0.0311412 | val_loss: 0.0311574 | Time: 2791.23 ms [2021-03-27 19:40:37 main:574] : INFO : Epoch 1912 | loss: 0.0311406 | val_loss: 0.0311578 | Time: 2805.14 ms [2021-03-27 19:40:40 main:574] : INFO : Epoch 1913 | loss: 0.0311416 | val_loss: 0.0311611 | Time: 2777.13 ms [2021-03-27 19:40:43 main:574] : INFO : Epoch 1914 | loss: 0.0311429 | val_loss: 0.0311606 | Time: 2822.03 ms [2021-03-27 19:40:46 main:574] : INFO : Epoch 1915 | loss: 0.0311421 | val_loss: 0.0311599 | Time: 2801.62 ms [2021-03-27 19:40:48 main:574] : INFO : Epoch 1916 | loss: 0.0311428 | val_loss: 0.0311576 | Time: 2812.72 ms [2021-03-27 19:40:51 main:574] : INFO : Epoch 1917 | loss: 0.0311411 | val_loss: 0.0311575 | Time: 2802.21 ms [2021-03-27 19:40:54 main:574] : INFO : Epoch 1918 | loss: 0.0311421 | val_loss: 0.0311584 | Time: 2800.19 ms [2021-03-27 19:40:57 main:574] : INFO : Epoch 1919 | loss: 0.031141 | val_loss: 0.0311567 | Time: 2804.69 ms [2021-03-27 19:41:00 main:574] : INFO : Epoch 1920 | loss: 0.0311409 | val_loss: 0.0311576 | Time: 2783.8 ms [2021-03-27 19:41:02 main:574] : INFO : Epoch 1921 | loss: 0.0311413 | val_loss: 0.0311582 | Time: 2793.56 ms [2021-03-27 19:41:05 main:574] : INFO : Epoch 1922 | loss: 0.0311419 | val_loss: 0.0311577 | Time: 2793.22 ms [2021-03-27 19:41:08 main:574] : INFO : Epoch 1923 | loss: 0.0311415 | val_loss: 0.0311605 | Time: 2789.86 ms [2021-03-27 19:41:11 main:574] : INFO : Epoch 1924 | loss: 0.0311438 | val_loss: 0.0311559 | Time: 2795.65 ms [2021-03-27 19:41:14 main:574] : INFO : Epoch 1925 | loss: 0.0311415 | val_loss: 0.031158 | Time: 2795.28 ms [2021-03-27 19:41:17 main:574] : INFO : Epoch 1926 | loss: 0.0311405 | val_loss: 0.031157 | Time: 2786.85 ms [2021-03-27 19:41:19 main:574] : INFO : Epoch 1927 | loss: 0.0311411 | val_loss: 0.0311584 | Time: 2792.21 ms [2021-03-27 19:41:22 main:574] : INFO : Epoch 1928 | loss: 0.0311422 | val_loss: 0.0311589 | Time: 2811.02 ms [2021-03-27 19:41:25 main:574] : INFO : Epoch 1929 | loss: 0.031142 | val_loss: 0.0311607 | Time: 2789.4 ms [2021-03-27 19:41:28 main:574] : INFO : Epoch 1930 | loss: 0.0311413 | val_loss: 0.0311584 | Time: 2781.3 ms [2021-03-27 19:41:31 main:574] : INFO : Epoch 1931 | loss: 0.031141 | val_loss: 0.031156 | Time: 2779.38 ms [2021-03-27 19:41:34 main:574] : INFO : Epoch 1932 | loss: 0.0311397 | val_loss: 0.0311557 | Time: 2802.58 ms [2021-03-27 19:41:36 main:574] : INFO : Epoch 1933 | loss: 0.0311405 | val_loss: 0.0311559 | Time: 2787.5 ms [2021-03-27 19:41:39 main:574] : INFO : Epoch 1934 | loss: 0.0311406 | val_loss: 0.0311558 | Time: 2786.7 ms [2021-03-27 19:41:42 main:574] : INFO : Epoch 1935 | loss: 0.0311412 | val_loss: 0.0311562 | Time: 2784.36 ms [2021-03-27 19:41:45 main:574] : INFO : Epoch 1936 | loss: 0.0311406 | val_loss: 0.0311574 | Time: 2799.89 ms [2021-03-27 19:41:48 main:574] : INFO : Epoch 1937 | loss: 0.0311397 | val_loss: 0.0311559 | Time: 2803.18 ms [2021-03-27 19:41:50 main:574] : INFO : Epoch 1938 | loss: 0.03114 | val_loss: 0.0311572 | Time: 2778.95 ms [2021-03-27 19:41:53 main:574] : INFO : Epoch 1939 | loss: 0.0311404 | val_loss: 0.0311582 | Time: 2823.76 ms [2021-03-27 19:41:56 main:574] : INFO : Epoch 1940 | loss: 0.0311426 | val_loss: 0.0311585 | Time: 2802.11 ms [2021-03-27 19:41:59 main:574] : INFO : Epoch 1941 | loss: 0.0311441 | val_loss: 0.0311566 | Time: 2777.4 ms [2021-03-27 19:42:02 main:574] : INFO : Epoch 1942 | loss: 0.0311438 | val_loss: 0.0311556 | Time: 2787.12 ms [2021-03-27 19:42:05 main:574] : INFO : Epoch 1943 | loss: 0.0311413 | val_loss: 0.0311567 | Time: 2790.47 ms [2021-03-27 19:42:07 main:574] : INFO : Epoch 1944 | loss: 0.0311423 | val_loss: 0.0311577 | Time: 2785.4 ms [2021-03-27 19:42:10 main:574] : INFO : Epoch 1945 | loss: 0.0311403 | val_loss: 0.0311566 | Time: 2795.57 ms [2021-03-27 19:42:13 main:574] : INFO : Epoch 1946 | loss: 0.0311409 | val_loss: 0.0311586 | Time: 2780.8 ms [2021-03-27 19:42:16 main:574] : INFO : Epoch 1947 | loss: 0.0311449 | val_loss: 0.0311633 | Time: 2783.97 ms [2021-03-27 19:42:19 main:574] : INFO : Epoch 1948 | loss: 0.0311468 | val_loss: 0.0311559 | Time: 2785.22 ms [2021-03-27 19:42:21 main:574] : INFO : Epoch 1949 | loss: 0.0311447 | val_loss: 0.0311576 | Time: 2822.03 ms [2021-03-27 19:42:24 main:574] : INFO : Epoch 1950 | loss: 0.0311436 | val_loss: 0.031155 | Time: 2790.57 ms [2021-03-27 19:42:27 main:574] : INFO : Epoch 1951 | loss: 0.0311432 | val_loss: 0.0311539 | Time: 2798.15 ms [2021-03-27 19:42:30 main:574] : INFO : Epoch 1952 | loss: 0.0311437 | val_loss: 0.0311587 | Time: 2809.94 ms [2021-03-27 19:42:33 main:574] : INFO : Epoch 1953 | loss: 0.0311433 | val_loss: 0.0311574 | Time: 2854.51 ms [2021-03-27 19:42:36 main:574] : INFO : Epoch 1954 | loss: 0.0311434 | val_loss: 0.0311572 | Time: 2871.1 ms [2021-03-27 19:42:39 main:574] : INFO : Epoch 1955 | loss: 0.0311441 | val_loss: 0.0311557 | Time: 2785.86 ms [2021-03-27 19:42:41 main:574] : INFO : Epoch 1956 | loss: 0.0311456 | val_loss: 0.0311633 | Time: 2793.06 ms [2021-03-27 19:42:44 main:574] : INFO : Epoch 1957 | loss: 0.0311469 | val_loss: 0.031159 | Time: 2801.02 ms [2021-03-27 19:42:47 main:574] : INFO : Epoch 1958 | loss: 0.0311456 | val_loss: 0.0311614 | Time: 2784.13 ms [2021-03-27 19:42:50 main:574] : INFO : Epoch 1959 | loss: 0.0311438 | val_loss: 0.0311593 | Time: 2789.07 ms [2021-03-27 19:42:53 main:574] : INFO : Epoch 1960 | loss: 0.0311428 | val_loss: 0.0311558 | Time: 2844.68 ms [2021-03-27 19:42:55 main:574] : INFO : Epoch 1961 | loss: 0.0311418 | val_loss: 0.0311594 | Time: 2789.33 ms [2021-03-27 19:42:58 main:574] : INFO : Epoch 1962 | loss: 0.0311431 | val_loss: 0.0311557 | Time: 2786.14 ms [2021-03-27 19:43:01 main:574] : INFO : Epoch 1963 | loss: 0.031142 | val_loss: 0.0311555 | Time: 2792.32 ms [2021-03-27 19:43:04 main:574] : INFO : Epoch 1964 | loss: 0.0311427 | val_loss: 0.0311559 | Time: 2804.68 ms [2021-03-27 19:43:07 main:574] : INFO : Epoch 1965 | loss: 0.0311414 | val_loss: 0.0311554 | Time: 2795.59 ms [2021-03-27 19:43:10 main:574] : INFO : Epoch 1966 | loss: 0.0311424 | val_loss: 0.0311573 | Time: 2794.16 ms [2021-03-27 19:43:12 main:574] : INFO : Epoch 1967 | loss: 0.0311439 | val_loss: 0.0311587 | Time: 2805.45 ms [2021-03-27 19:43:15 main:574] : INFO : Epoch 1968 | loss: 0.0311431 | val_loss: 0.0311582 | Time: 2796.68 ms [2021-03-27 19:43:18 main:574] : INFO : Epoch 1969 | loss: 0.0311426 | val_loss: 0.0311564 | Time: 2778.83 ms [2021-03-27 19:43:21 main:574] : INFO : Epoch 1970 | loss: 0.0311413 | val_loss: 0.0311564 | Time: 2775.45 ms [2021-03-27 19:43:24 main:574] : INFO : Epoch 1971 | loss: 0.0311414 | val_loss: 0.0311572 | Time: 2867.87 ms [2021-03-27 19:43:27 main:574] : INFO : Epoch 1972 | loss: 0.0311398 | val_loss: 0.0311559 | Time: 2782.43 ms [2021-03-27 19:43:29 main:574] : INFO : Epoch 1973 | loss: 0.0311402 | val_loss: 0.0311569 | Time: 2784.48 ms [2021-03-27 19:43:32 main:574] : INFO : Epoch 1974 | loss: 0.0311406 | val_loss: 0.031161 | Time: 2779.82 ms [2021-03-27 19:43:35 main:574] : INFO : Epoch 1975 | loss: 0.0311411 | val_loss: 0.0311556 | Time: 2799.4 ms [2021-03-27 19:43:38 main:574] : INFO : Epoch 1976 | loss: 0.0311447 | val_loss: 0.0311577 | Time: 2782.48 ms [2021-03-27 19:43:41 main:574] : INFO : Epoch 1977 | loss: 0.0311421 | val_loss: 0.0311556 | Time: 2777.24 ms [2021-03-27 19:43:43 main:574] : INFO : Epoch 1978 | loss: 0.0311417 | val_loss: 0.0311559 | Time: 2781.29 ms [2021-03-27 19:43:46 main:574] : INFO : Epoch 1979 | loss: 0.0311409 | val_loss: 0.0311584 | Time: 2777.37 ms [2021-03-27 19:43:49 main:574] : INFO : Epoch 1980 | loss: 0.03114 | val_loss: 0.031156 | Time: 2782.55 ms [2021-03-27 19:43:52 main:574] : INFO : Epoch 1981 | loss: 0.0311417 | val_loss: 0.0311566 | Time: 2798.78 ms [2021-03-27 19:43:55 main:574] : INFO : Epoch 1982 | loss: 0.031143 | val_loss: 0.0311559 | Time: 2817.87 ms [2021-03-27 19:43:58 main:574] : INFO : Epoch 1983 | loss: 0.031145 | val_loss: 0.0311578 | Time: 2776.75 ms [2021-03-27 19:44:00 main:574] : INFO : Epoch 1984 | loss: 0.0311452 | val_loss: 0.0311553 | Time: 2805.23 ms [2021-03-27 19:44:03 main:574] : INFO : Epoch 1985 | loss: 0.0311424 | val_loss: 0.0311562 | Time: 2711.52 ms [2021-03-27 19:44:06 main:574] : INFO : Epoch 1986 | loss: 0.0311436 | val_loss: 0.0311592 | Time: 2734.05 ms [2021-03-27 19:44:09 main:574] : INFO : Epoch 1987 | loss: 0.0311452 | val_loss: 0.0311561 | Time: 2729.61 ms [2021-03-27 19:44:11 main:574] : INFO : Epoch 1988 | loss: 0.0311476 | val_loss: 0.031162 | Time: 2808.92 ms [2021-03-27 19:44:14 main:574] : INFO : Epoch 1989 | loss: 0.0311484 | val_loss: 0.0311594 | Time: 2754.27 ms [2021-03-27 19:44:17 main:574] : INFO : Epoch 1990 | loss: 0.0311475 | val_loss: 0.0311639 | Time: 2752.03 ms [2021-03-27 19:44:20 main:574] : INFO : Epoch 1991 | loss: 0.0311524 | val_loss: 0.0311614 | Time: 2710.24 ms [2021-03-27 19:44:23 main:574] : INFO : Epoch 1992 | loss: 0.0311553 | val_loss: 0.0311595 | Time: 2746.89 ms [2021-03-27 19:44:25 main:574] : INFO : Epoch 1993 | loss: 0.0311545 | val_loss: 0.0311619 | Time: 2770.92 ms [2021-03-27 19:44:28 main:574] : INFO : Epoch 1994 | loss: 0.0311528 | val_loss: 0.0311644 | Time: 2809.91 ms [2021-03-27 19:44:31 main:574] : INFO : Epoch 1995 | loss: 0.0311515 | val_loss: 0.0311641 | Time: 2782.94 ms [2021-03-27 19:44:34 main:574] : INFO : Epoch 1996 | loss: 0.0311494 | val_loss: 0.0311602 | Time: 2796.86 ms [2021-03-27 19:44:37 main:574] : INFO : Epoch 1997 | loss: 0.031151 | val_loss: 0.0311632 | Time: 2770.09 ms [2021-03-27 19:44:39 main:574] : INFO : Epoch 1998 | loss: 0.0311489 | val_loss: 0.0311608 | Time: 2788.1 ms [2021-03-27 19:44:42 main:574] : INFO : Epoch 1999 | loss: 0.0311486 | val_loss: 0.0311593 | Time: 2825.9 ms [2021-03-27 19:44:45 main:574] : INFO : Epoch 2000 | loss: 0.0311483 | val_loss: 0.031162 | Time: 2754.35 ms [2021-03-27 19:44:48 main:574] : INFO : Epoch 2001 | loss: 0.0311477 | val_loss: 0.03116 | Time: 2778.79 ms [2021-03-27 19:44:51 main:574] : INFO : Epoch 2002 | loss: 0.0311529 | val_loss: 0.0311737 | Time: 2802.73 ms [2021-03-27 19:44:54 main:574] : INFO : Epoch 2003 | loss: 0.0311549 | val_loss: 0.0311598 | Time: 2813.94 ms [2021-03-27 19:44:56 main:574] : INFO : Epoch 2004 | loss: 0.031151 | val_loss: 0.0311659 | Time: 2779.65 ms [2021-03-27 19:44:59 main:574] : INFO : Epoch 2005 | loss: 0.031152 | val_loss: 0.0311646 | Time: 2798.15 ms [2021-03-27 19:45:02 main:574] : INFO : Epoch 2006 | loss: 0.0311478 | val_loss: 0.0311667 | Time: 2823.85 ms [2021-03-27 19:45:05 main:574] : INFO : Epoch 2007 | loss: 0.0311481 | val_loss: 0.0311583 | Time: 2806.84 ms [2021-03-27 19:45:08 main:574] : INFO : Epoch 2008 | loss: 0.0311455 | val_loss: 0.031159 | Time: 2778.26 ms [2021-03-27 19:45:11 main:574] : INFO : Epoch 2009 | loss: 0.0311458 | val_loss: 0.0311613 | Time: 2773.29 ms [2021-03-27 19:45:13 main:574] : INFO : Epoch 2010 | loss: 0.0311453 | val_loss: 0.0311591 | Time: 2784.83 ms [2021-03-27 19:45:16 main:574] : INFO : Epoch 2011 | loss: 0.0311454 | val_loss: 0.0311592 | Time: 2782.34 ms [2021-03-27 19:45:19 main:574] : INFO : Epoch 2012 | loss: 0.0311457 | val_loss: 0.0311612 | Time: 2773.07 ms [2021-03-27 19:45:22 main:574] : INFO : Epoch 2013 | loss: 0.0311452 | val_loss: 0.0311585 | Time: 2779.22 ms [2021-03-27 19:45:25 main:574] : INFO : Epoch 2014 | loss: 0.0311437 | val_loss: 0.0311624 | Time: 2771.27 ms [2021-03-27 19:45:27 main:574] : INFO : Epoch 2015 | loss: 0.0311448 | val_loss: 0.0311596 | Time: 2775.49 ms [2021-03-27 19:45:30 main:574] : INFO : Epoch 2016 | loss: 0.0311448 | val_loss: 0.0311606 | Time: 2774.5 ms [2021-03-27 19:45:33 main:574] : INFO : Epoch 2017 | loss: 0.0311454 | val_loss: 0.031162 | Time: 2783.21 ms [2021-03-27 19:45:36 main:574] : INFO : Epoch 2018 | loss: 0.0311489 | val_loss: 0.0311574 | Time: 2786.16 ms [2021-03-27 19:45:39 main:574] : INFO : Epoch 2019 | loss: 0.0311472 | val_loss: 0.0311601 | Time: 2784.94 ms [2021-03-27 19:45:42 main:574] : INFO : Epoch 2020 | loss: 0.0311432 | val_loss: 0.0311585 | Time: 2811.38 ms [2021-03-27 19:45:44 main:574] : INFO : Epoch 2021 | loss: 0.031143 | val_loss: 0.0311594 | Time: 2788.51 ms [2021-03-27 19:45:47 main:574] : INFO : Epoch 2022 | loss: 0.0311431 | val_loss: 0.0311585 | Time: 2789.25 ms [2021-03-27 19:45:50 main:574] : INFO : Epoch 2023 | loss: 0.0311435 | val_loss: 0.0311594 | Time: 2783.83 ms [2021-03-27 19:45:53 main:574] : INFO : Epoch 2024 | loss: 0.0311427 | val_loss: 0.0311581 | Time: 2785.33 ms [2021-03-27 19:45:56 main:574] : INFO : Epoch 2025 | loss: 0.0311431 | val_loss: 0.0311585 | Time: 2815.21 ms [2021-03-27 19:45:58 main:574] : INFO : Epoch 2026 | loss: 0.0311434 | val_loss: 0.0311582 | Time: 2795.67 ms [2021-03-27 19:46:01 main:574] : INFO : Epoch 2027 | loss: 0.0311441 | val_loss: 0.0311587 | Time: 2824.96 ms [2021-03-27 19:46:04 main:574] : INFO : Epoch 2028 | loss: 0.0311447 | val_loss: 0.0311747 | Time: 2790.01 ms [2021-03-27 19:46:07 main:574] : INFO : Epoch 2029 | loss: 0.0311486 | val_loss: 0.0311734 | Time: 2813.11 ms [2021-03-27 19:46:10 main:574] : INFO : Epoch 2030 | loss: 0.0311476 | val_loss: 0.0311725 | Time: 2794.22 ms [2021-03-27 19:46:13 main:574] : INFO : Epoch 2031 | loss: 0.0311477 | val_loss: 0.0311601 | Time: 2809.36 ms [2021-03-27 19:46:15 main:574] : INFO : Epoch 2032 | loss: 0.0311459 | val_loss: 0.0311679 | Time: 2813.91 ms [2021-03-27 19:46:18 main:574] : INFO : Epoch 2033 | loss: 0.0311483 | val_loss: 0.031161 | Time: 2781.32 ms [2021-03-27 19:46:21 main:574] : INFO : Epoch 2034 | loss: 0.0311447 | val_loss: 0.0311612 | Time: 2816.84 ms [2021-03-27 19:46:24 main:574] : INFO : Epoch 2035 | loss: 0.0311436 | val_loss: 0.0311609 | Time: 2786.45 ms [2021-03-27 19:46:27 main:574] : INFO : Epoch 2036 | loss: 0.0311428 | val_loss: 0.0311608 | Time: 2779.25 ms [2021-03-27 19:46:30 main:574] : INFO : Epoch 2037 | loss: 0.0311446 | val_loss: 0.0311621 | Time: 2789.02 ms [2021-03-27 19:46:32 main:574] : INFO : Epoch 2038 | loss: 0.0311437 | val_loss: 0.0311625 | Time: 2790.04 ms [2021-03-27 19:46:35 main:574] : INFO : Epoch 2039 | loss: 0.0311494 | val_loss: 0.031161 | Time: 2811.47 ms [2021-03-27 19:46:38 main:574] : INFO : Epoch 2040 | loss: 0.0311467 | val_loss: 0.0311669 | Time: 2783.06 ms [2021-03-27 19:46:41 main:574] : INFO : Epoch 2041 | loss: 0.0311452 | val_loss: 0.0311673 | Time: 2782.6 ms [2021-03-27 19:46:44 main:574] : INFO : Epoch 2042 | loss: 0.0311483 | val_loss: 0.0311618 | Time: 2804.68 ms [2021-03-27 19:46:46 main:574] : INFO : Epoch 2043 | loss: 0.0311425 | val_loss: 0.03116 | Time: 2810.29 ms [2021-03-27 19:46:49 main:574] : INFO : Epoch 2044 | loss: 0.031143 | val_loss: 0.03116 | Time: 2816.59 ms [2021-03-27 19:46:52 main:574] : INFO : Epoch 2045 | loss: 0.0311433 | val_loss: 0.0311608 | Time: 2794.52 ms [2021-03-27 19:46:55 main:574] : INFO : Epoch 2046 | loss: 0.0311443 | val_loss: 0.0311621 | Time: 2820.21 ms [2021-03-27 19:46:58 main:574] : INFO : Epoch 2047 | loss: 0.0311473 | val_loss: 0.031169 | Time: 2802.76 ms [2021-03-27 19:47:01 main:574] : INFO : Epoch 2048 | loss: 0.0311463 | val_loss: 0.0311602 | Time: 2811.97 ms [2021-03-27 19:47:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311602 [2021-03-27 19:47:01 main:603] : INFO : Saving end state to config to file [2021-03-27 19:47:01 main:608] : INFO : Success, exiting.. 19:47:01 (7096): 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)