Task 10936852
| Name | ParityModified-1639948493-27680-1-0_1 |
| Workunit | 7596702 |
| Created | 21 Jan 2022, 8:06:10 UTC |
| Sent | 21 Jan 2022, 10:50:18 UTC |
| Report deadline | 29 Jan 2022, 10:50:18 UTC |
| Received | 21 Jan 2022, 14:12:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16254 |
| Run time | 1 hours 42 min 42 sec |
| CPU time | 1 hours 40 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,940.29 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2-01-21 12:46:45 main:574] : INFO : Epoch 1542 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2935.78 ms [2022-01-21 12:46:48 main:574] : INFO : Epoch 1543 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2924.34 ms [2022-01-21 12:46:50 main:574] : INFO : Epoch 1544 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2923.33 ms [2022-01-21 12:46:53 main:574] : INFO : Epoch 1545 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2949.98 ms [2022-01-21 12:46:56 main:574] : INFO : Epoch 1546 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2922.98 ms [2022-01-21 12:46:59 main:574] : INFO : Epoch 1547 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2947.6 ms [2022-01-21 12:47:02 main:574] : INFO : Epoch 1548 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2925.8 ms [2022-01-21 12:47:05 main:574] : INFO : Epoch 1549 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 3085.73 ms [2022-01-21 12:47:08 main:574] : INFO : Epoch 1550 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2940.99 ms [2022-01-21 12:47:12 main:574] : INFO : Epoch 1551 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 3247.43 ms [2022-01-21 12:47:15 main:574] : INFO : Epoch 1552 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 3017.02 ms [2022-01-21 12:47:18 main:574] : INFO : Epoch 1553 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 3039.54 ms [2022-01-21 12:47:21 main:574] : INFO : Epoch 1554 | loss: 0.0312515 | val_loss: 0.0312507 | Time: 2933.79 ms [2022-01-21 12:47:23 main:574] : INFO : Epoch 1555 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2934.7 ms [2022-01-21 12:47:26 main:574] : INFO : Epoch 1556 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 3026.74 ms [2022-01-21 12:47:29 main:574] : INFO : Epoch 1557 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2920.82 ms [2022-01-21 12:47:32 main:574] : INFO : Epoch 1558 | loss: 0.0312525 | val_loss: 0.0312566 | Time: 2931.75 ms [2022-01-21 12:47:35 main:574] : INFO : Epoch 1559 | loss: 0.0312514 | val_loss: 0.0312504 | Time: 2933.31 ms [2022-01-21 12:47:38 main:574] : INFO : Epoch 1560 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2902.07 ms [2022-01-21 12:47:41 main:574] : INFO : Epoch 1561 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2930.93 ms [2022-01-21 12:47:44 main:574] : INFO : Epoch 1562 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2913.94 ms [2022-01-21 12:47:47 main:574] : INFO : Epoch 1563 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 2938.5 ms [2022-01-21 12:47:50 main:574] : INFO : Epoch 1564 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 2923.18 ms [2022-01-21 12:47:53 main:574] : INFO : Epoch 1565 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2922.59 ms [2022-01-21 12:47:56 main:574] : INFO : Epoch 1566 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2907.83 ms [2022-01-21 12:47:59 main:574] : INFO : Epoch 1567 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2924.08 ms [2022-01-21 12:48:02 main:574] : INFO : Epoch 1568 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2909.18 ms [2022-01-21 12:48:05 main:574] : INFO : Epoch 1569 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2913.48 ms [2022-01-21 12:48:07 main:574] : INFO : Epoch 1570 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2914.13 ms [2022-01-21 12:48:10 main:574] : INFO : Epoch 1571 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 2939.42 ms [2022-01-21 12:48:13 main:574] : INFO : Epoch 1572 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2940.6 ms [2022-01-21 12:48:16 main:574] : INFO : Epoch 1573 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2939.18 ms [2022-01-21 12:48:19 main:574] : INFO : Epoch 1574 | loss: 0.03125 | val_loss: 0.031251 | Time: 2913.19 ms [2022-01-21 12:48:22 main:574] : INFO : Epoch 1575 | loss: 0.0312507 | val_loss: 0.031252 | Time: 2927.32 ms [2022-01-21 12:48:25 main:574] : INFO : Epoch 1576 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2928.27 ms [2022-01-21 12:48:28 main:574] : INFO : Epoch 1577 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 2940.43 ms [2022-01-21 12:48:31 main:574] : INFO : Epoch 1578 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 2931.33 ms [2022-01-21 12:48:34 main:574] : INFO : Epoch 1579 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2930.72 ms [2022-01-21 12:48:37 main:574] : INFO : Epoch 1580 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2903.66 ms [2022-01-21 12:48:40 main:574] : INFO : Epoch 1581 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2927.28 ms [2022-01-21 12:48:43 main:574] : INFO : Epoch 1582 | loss: 0.0312498 | val_loss: 0.0312508 | Time: 2929.2 ms [2022-01-21 12:48:46 main:574] : INFO : Epoch 1583 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 2940.88 ms [2022-01-21 12:48:48 main:574] : INFO : Epoch 1584 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 2928.48 ms [2022-01-21 12:48:51 main:574] : INFO : Epoch 1585 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2947.69 ms [2022-01-21 12:48:54 main:574] : INFO : Epoch 1586 | loss: 0.031251 | val_loss: 0.0312506 | Time: 2906.75 ms [2022-01-21 12:48:57 main:574] : INFO : Epoch 1587 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2920.33 ms [2022-01-21 12:49:00 main:574] : INFO : Epoch 1588 | loss: 0.0312505 | val_loss: 0.031252 | Time: 2942.03 ms [2022-01-21 12:49:03 main:574] : INFO : Epoch 1589 | loss: 0.0312517 | val_loss: 0.031251 | Time: 2925.29 ms [2022-01-21 12:49:06 main:574] : INFO : Epoch 1590 | loss: 0.031251 | val_loss: 0.0312509 | Time: 2941.4 ms [2022-01-21 12:49:09 main:574] : INFO : Epoch 1591 | loss: 0.0312509 | val_loss: 0.0312512 | Time: 2907.96 ms [2022-01-21 12:49:12 main:574] : INFO : Epoch 1592 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 2926.47 ms [2022-01-21 12:49:15 main:574] : INFO : Epoch 1593 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2941.82 ms [2022-01-21 12:49:18 main:574] : INFO : Epoch 1594 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2935.8 ms [2022-01-21 12:49:21 main:574] : INFO : Epoch 1595 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2927.43 ms [2022-01-21 12:49:24 main:574] : INFO : Epoch 1596 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2917.86 ms [2022-01-21 12:49:27 main:574] : INFO : Epoch 1597 | loss: 0.0312502 | val_loss: 0.0312524 | Time: 2941.81 ms [2022-01-21 12:49:30 main:574] : INFO : Epoch 1598 | loss: 0.0312505 | val_loss: 0.031251 | Time: 2936.85 ms [2022-01-21 12:49:32 main:574] : INFO : Epoch 1599 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2928.93 ms [2022-01-21 12:49:35 main:574] : INFO : Epoch 1600 | loss: 0.0312505 | val_loss: 0.0312514 | Time: 2931.01 ms [2022-01-21 12:49:38 main:574] : INFO : Epoch 1601 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 2943.8 ms [2022-01-21 12:49:41 main:574] : INFO : Epoch 1602 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2945.63 ms [2022-01-21 12:49:44 main:574] : INFO : Epoch 1603 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2934.66 ms [2022-01-21 12:49:47 main:574] : INFO : Epoch 1604 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2920.67 ms [2022-01-21 12:49:50 main:574] : INFO : Epoch 1605 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2912.63 ms [2022-01-21 12:49:53 main:574] : INFO : Epoch 1606 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2927.41 ms [2022-01-21 12:49:56 main:574] : INFO : Epoch 1607 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2918.35 ms [2022-01-21 12:49:59 main:574] : INFO : Epoch 1608 | loss: 0.0312506 | val_loss: 0.0312514 | Time: 2929.31 ms [2022-01-21 12:50:02 main:574] : INFO : Epoch 1609 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2925.56 ms [2022-01-21 12:50:05 main:574] : INFO : Epoch 1610 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2913.62 ms [2022-01-21 12:50:08 main:574] : INFO : Epoch 1611 | loss: 0.0312504 | val_loss: 0.0312513 | Time: 2934.07 ms [2022-01-21 12:50:11 main:574] : INFO : Epoch 1612 | loss: 0.0312567 | val_loss: 0.0312522 | Time: 2930.31 ms [2022-01-21 12:50:14 main:574] : INFO : Epoch 1613 | loss: 0.0312513 | val_loss: 0.031251 | Time: 2927.39 ms [2022-01-21 12:50:16 main:574] : INFO : Epoch 1614 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 2923.97 ms [2022-01-21 12:50:19 main:574] : INFO : Epoch 1615 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2929.14 ms [2022-01-21 12:50:22 main:574] : INFO : Epoch 1616 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2934.38 ms [2022-01-21 12:50:25 main:574] : INFO : Epoch 1617 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2928.25 ms [2022-01-21 12:50:28 main:574] : INFO : Epoch 1618 | loss: 0.031251 | val_loss: 0.031251 | Time: 2924.69 ms [2022-01-21 12:50:31 main:574] : INFO : Epoch 1619 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2929.63 ms [2022-01-21 12:50:34 main:574] : INFO : Epoch 1620 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2938.99 ms [2022-01-21 12:50:37 main:574] : INFO : Epoch 1621 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2924.8 ms [2022-01-21 12:50:40 main:574] : INFO : Epoch 1622 | loss: 0.031251 | val_loss: 0.031253 | Time: 2927.01 ms [2022-01-21 12:50:43 main:574] : INFO : Epoch 1623 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 2935.91 ms [2022-01-21 12:50:46 main:574] : INFO : Epoch 1624 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 2933.17 ms [2022-01-21 12:50:49 main:574] : INFO : Epoch 1625 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 2902.6 ms [2022-01-21 12:50:52 main:574] : INFO : Epoch 1626 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2926.72 ms [2022-01-21 12:50:55 main:574] : INFO : Epoch 1627 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 2924.7 ms [2022-01-21 12:50:57 main:574] : INFO : Epoch 1628 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2937.2 ms [2022-01-21 12:51:00 main:574] : INFO : Epoch 1629 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2941.24 ms [2022-01-21 12:51:03 main:574] : INFO : Epoch 1630 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2940.29 ms [2022-01-21 12:51:06 main:574] : INFO : Epoch 1631 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2927.15 ms [2022-01-21 12:51:09 main:574] : INFO : Epoch 1632 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2931.45 ms [2022-01-21 12:51:12 main:574] : INFO : Epoch 1633 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2935.39 ms [2022-01-21 12:51:15 main:574] : INFO : Epoch 1634 | loss: 0.0312502 | val_loss: 0.031256 | Time: 2925.93 ms [2022-01-21 12:51:18 main:574] : INFO : Epoch 1635 | loss: 0.0312522 | val_loss: 0.0312533 | Time: 2924.68 ms [2022-01-21 12:51:21 main:574] : INFO : Epoch 1636 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 2932.61 ms [2022-01-21 12:51:24 main:574] : INFO : Epoch 1637 | loss: 0.0312512 | val_loss: 0.0312513 | Time: 2935.91 ms [2022-01-21 12:51:27 main:574] : INFO : Epoch 1638 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2942.5 ms [2022-01-21 12:51:30 main:574] : INFO : Epoch 1639 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2927.75 ms [2022-01-21 12:51:33 main:574] : INFO : Epoch 1640 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2922.93 ms [2022-01-21 12:51:36 main:574] : INFO : Epoch 1641 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 2924.35 ms [2022-01-21 12:51:39 main:574] : INFO : Epoch 1642 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 3135.76 ms [2022-01-21 12:51:42 main:574] : INFO : Epoch 1643 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 3017.2 ms [2022-01-21 12:51:45 main:574] : INFO : Epoch 1644 | loss: 0.03125 | val_loss: 0.0312502 | Time: 3014.42 ms [2022-01-21 12:51:48 main:574] : INFO : Epoch 1645 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2995.8 ms [2022-01-21 12:51:51 main:574] : INFO : Epoch 1646 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2971.67 ms [2022-01-21 12:51:54 main:574] : INFO : Epoch 1647 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 3000.24 ms [2022-01-21 12:51:57 main:574] : INFO : Epoch 1648 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2943.97 ms [2022-01-21 12:52:00 main:574] : INFO : Epoch 1649 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 3018.48 ms [2022-01-21 12:52:03 main:574] : INFO : Epoch 1650 | loss: 0.0312499 | val_loss: 0.0312532 | Time: 2942.93 ms [2022-01-21 12:52:06 main:574] : INFO : Epoch 1651 | loss: 0.0312514 | val_loss: 0.0312516 | Time: 3058.68 ms [2022-01-21 12:52:09 main:574] : INFO : Epoch 1652 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 3009.6 ms [2022-01-21 12:52:12 main:574] : INFO : Epoch 1653 | loss: 0.0312513 | val_loss: 0.0312531 | Time: 3354.6 ms [2022-01-21 12:52:15 main:574] : INFO : Epoch 1654 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 3105.92 ms [2022-01-21 12:52:18 main:574] : INFO : Epoch 1655 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 3019.18 ms [2022-01-21 12:52:21 main:574] : INFO : Epoch 1656 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 2953.13 ms [2022-01-21 12:52:24 main:574] : INFO : Epoch 1657 | loss: 0.0312522 | val_loss: 0.0312522 | Time: 3012.81 ms [2022-01-21 12:52:27 main:574] : INFO : Epoch 1658 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2981.66 ms [2022-01-21 12:52:30 main:574] : INFO : Epoch 1659 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2954.57 ms [2022-01-21 12:52:33 main:574] : INFO : Epoch 1660 | loss: 0.03125 | val_loss: 0.0312505 | Time: 3033.48 ms [2022-01-21 12:52:36 main:574] : INFO : Epoch 1661 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3158.8 ms [2022-01-21 12:52:39 main:574] : INFO : Epoch 1662 | loss: 0.0312496 | val_loss: 0.0312504 | Time: 2977.05 ms [2022-01-21 12:52:42 main:574] : INFO : Epoch 1663 | loss: 0.0312502 | val_loss: 0.0312521 | Time: 2927.39 ms [2022-01-21 12:52:45 main:574] : INFO : Epoch 1664 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2988.6 ms [2022-01-21 12:52:49 main:574] : INFO : Epoch 1665 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 3260.55 ms [2022-01-21 12:52:52 main:574] : INFO : Epoch 1666 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2967.62 ms [2022-01-21 12:52:55 main:574] : INFO : Epoch 1667 | loss: 0.0312503 | val_loss: 0.031252 | Time: 3035.91 ms [2022-01-21 12:52:58 main:574] : INFO : Epoch 1668 | loss: 0.031252 | val_loss: 0.0312544 | Time: 3264.46 ms [2022-01-21 12:53:01 main:574] : INFO : Epoch 1669 | loss: 0.0312522 | val_loss: 0.0312534 | Time: 2964.19 ms [2022-01-21 12:53:04 main:574] : INFO : Epoch 1670 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3112 ms [2022-01-21 12:53:08 main:574] : INFO : Epoch 1671 | loss: 0.0312509 | val_loss: 0.0312529 | Time: 3637.82 ms [2022-01-21 12:53:10 main:574] : INFO : Epoch 1672 | loss: 0.0312513 | val_loss: 0.0312502 | Time: 2942.37 ms [2022-01-21 12:53:13 main:574] : INFO : Epoch 1673 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 2912.72 ms [2022-01-21 12:53:16 main:574] : INFO : Epoch 1674 | loss: 0.0312504 | val_loss: 0.0312535 | Time: 3003.96 ms [2022-01-21 12:53:20 main:574] : INFO : Epoch 1675 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 3204.09 ms [2022-01-21 12:53:23 main:574] : INFO : Epoch 1676 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2921.79 ms [2022-01-21 12:53:26 main:574] : INFO : Epoch 1677 | loss: 0.0312496 | val_loss: 0.0312509 | Time: 3288.77 ms [2022-01-21 12:53:29 main:574] : INFO : Epoch 1678 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 3091.14 ms [2022-01-21 12:53:32 main:574] : INFO : Epoch 1679 | loss: 0.0312496 | val_loss: 0.0312513 | Time: 2981.74 ms [2022-01-21 12:53:35 main:574] : INFO : Epoch 1680 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2990.25 ms [2022-01-21 12:53:38 main:574] : INFO : Epoch 1681 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2916.01 ms [2022-01-21 12:53:41 main:574] : INFO : Epoch 1682 | loss: 0.0312498 | val_loss: 0.0312527 | Time: 2980.35 ms [2022-01-21 12:53:44 main:574] : INFO : Epoch 1683 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 2999.43 ms [2022-01-21 12:53:47 main:574] : INFO : Epoch 1684 | loss: 0.0312496 | val_loss: 0.0312517 | Time: 3080.7 ms [2022-01-21 12:53:50 main:574] : INFO : Epoch 1685 | loss: 0.0312494 | val_loss: 0.0312506 | Time: 3029.43 ms [2022-01-21 12:53:53 main:574] : INFO : Epoch 1686 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 3065.22 ms [2022-01-21 12:53:56 main:574] : INFO : Epoch 1687 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 2971.53 ms [2022-01-21 12:53:59 main:574] : INFO : Epoch 1688 | loss: 0.0312495 | val_loss: 0.0312514 | Time: 3085.24 ms [2022-01-21 12:54:02 main:574] : INFO : Epoch 1689 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 3055.95 ms [2022-01-21 12:54:05 main:574] : INFO : Epoch 1690 | loss: 0.0312493 | val_loss: 0.0312532 | Time: 2948.9 ms [2022-01-21 12:54:09 main:574] : INFO : Epoch 1691 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 3654.91 ms [2022-01-21 12:54:12 main:574] : INFO : Epoch 1692 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 3105.55 ms [2022-01-21 12:54:15 main:574] : INFO : Epoch 1693 | loss: 0.0312491 | val_loss: 0.0312511 | Time: 2961.43 ms [2022-01-21 12:54:18 main:574] : INFO : Epoch 1694 | loss: 0.031249 | val_loss: 0.0312512 | Time: 2984.73 ms [2022-01-21 12:54:21 main:574] : INFO : Epoch 1695 | loss: 0.0312492 | val_loss: 0.0312511 | Time: 2963.47 ms [2022-01-21 12:54:24 main:574] : INFO : Epoch 1696 | loss: 0.0312492 | val_loss: 0.0312516 | Time: 3216.93 ms [2022-01-21 12:54:27 main:574] : INFO : Epoch 1697 | loss: 0.031249 | val_loss: 0.0312538 | Time: 3273.02 ms [2022-01-21 12:54:30 main:574] : INFO : Epoch 1698 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2973.11 ms [2022-01-21 12:54:33 main:574] : INFO : Epoch 1699 | loss: 0.0312493 | val_loss: 0.031251 | Time: 3114.31 ms [2022-01-21 12:54:36 main:574] : INFO : Epoch 1700 | loss: 0.0312493 | val_loss: 0.0312512 | Time: 3001.82 ms [2022-01-21 12:54:39 main:574] : INFO : Epoch 1701 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 2962.91 ms [2022-01-21 12:54:42 main:574] : INFO : Epoch 1702 | loss: 0.0312496 | val_loss: 0.031252 | Time: 3045.13 ms [2022-01-21 12:54:45 main:574] : INFO : Epoch 1703 | loss: 0.0312492 | val_loss: 0.0312525 | Time: 2956.58 ms [2022-01-21 12:54:48 main:574] : INFO : Epoch 1704 | loss: 0.0312502 | val_loss: 0.031251 | Time: 2978.53 ms [2022-01-21 12:54:51 main:574] : INFO : Epoch 1705 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 3119.99 ms [2022-01-21 12:54:54 main:574] : INFO : Epoch 1706 | loss: 0.0312495 | val_loss: 0.0312525 | Time: 2987.19 ms [2022-01-21 12:54:58 main:574] : INFO : Epoch 1707 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 3057.97 ms [2022-01-21 12:55:00 main:574] : INFO : Epoch 1708 | loss: 0.03125 | val_loss: 0.0312524 | Time: 2938.52 ms [2022-01-21 12:55:03 main:574] : INFO : Epoch 1709 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 2957.43 ms [2022-01-21 12:55:07 main:574] : INFO : Epoch 1710 | loss: 0.031249 | val_loss: 0.031252 | Time: 3610.11 ms [2022-01-21 12:55:10 main:574] : INFO : Epoch 1711 | loss: 0.0312489 | val_loss: 0.0312523 | Time: 3102.7 ms [2022-01-21 12:55:13 main:574] : INFO : Epoch 1712 | loss: 0.031249 | val_loss: 0.0312517 | Time: 2951.01 ms [2022-01-21 12:55:16 main:574] : INFO : Epoch 1713 | loss: 0.0312488 | val_loss: 0.0312508 | Time: 2988.23 ms [2022-01-21 12:55:19 main:574] : INFO : Epoch 1714 | loss: 0.0312488 | val_loss: 0.0312521 | Time: 3065.6 ms [2022-01-21 12:55:22 main:574] : INFO : Epoch 1715 | loss: 0.0312496 | val_loss: 0.0312532 | Time: 3346.61 ms [2022-01-21 12:55:26 main:574] : INFO : Epoch 1716 | loss: 0.0312492 | val_loss: 0.0312519 | Time: 3233.78 ms [2022-01-21 12:55:29 main:574] : INFO : Epoch 1717 | loss: 0.0312501 | val_loss: 0.0312522 | Time: 3028.74 ms [2022-01-21 12:55:32 main:574] : INFO : Epoch 1718 | loss: 0.0312494 | val_loss: 0.0312512 | Time: 3023.86 ms [2022-01-21 12:55:35 main:574] : INFO : Epoch 1719 | loss: 0.031249 | val_loss: 0.0312531 | Time: 3012.42 ms [2022-01-21 12:55:38 main:574] : INFO : Epoch 1720 | loss: 0.0312493 | val_loss: 0.0312516 | Time: 3068.56 ms [2022-01-21 12:55:41 main:574] : INFO : Epoch 1721 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 3081.71 ms [2022-01-21 12:55:44 main:574] : INFO : Epoch 1722 | loss: 0.031249 | val_loss: 0.0312518 | Time: 3454.25 ms [2022-01-21 12:55:47 main:574] : INFO : Epoch 1723 | loss: 0.0312495 | val_loss: 0.0312503 | Time: 2925.09 ms [2022-01-21 12:55:50 main:574] : INFO : Epoch 1724 | loss: 0.0312494 | val_loss: 0.0312507 | Time: 2951.17 ms [2022-01-21 12:55:53 main:574] : INFO : Epoch 1725 | loss: 0.0312495 | val_loss: 0.0312507 | Time: 2960.83 ms [2022-01-21 12:55:56 main:574] : INFO : Epoch 1726 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 3106.12 ms [2022-01-21 12:55:59 main:574] : INFO : Epoch 1727 | loss: 0.0312489 | val_loss: 0.0312502 | Time: 2982.09 ms [2022-01-21 12:56:02 main:574] : INFO : Epoch 1728 | loss: 0.0312521 | val_loss: 0.0312564 | Time: 3040.11 ms [2022-01-21 12:56:05 main:574] : INFO : Epoch 1729 | loss: 0.031253 | val_loss: 0.0312512 | Time: 2990.77 ms [2022-01-21 12:56:08 main:574] : INFO : Epoch 1730 | loss: 0.0312492 | val_loss: 0.0312528 | Time: 2952.89 ms [2022-01-21 12:56:12 main:574] : INFO : Epoch 1731 | loss: 0.0312489 | val_loss: 0.0312513 | Time: 3213.89 ms [2022-01-21 12:56:15 main:574] : INFO : Epoch 1732 | loss: 0.0312483 | val_loss: 0.0312511 | Time: 2933.97 ms [2022-01-21 12:56:17 main:574] : INFO : Epoch 1733 | loss: 0.031249 | val_loss: 0.0312509 | Time: 2927.57 ms [2022-01-21 12:56:21 main:574] : INFO : Epoch 1734 | loss: 0.0312487 | val_loss: 0.0312517 | Time: 3122.9 ms [2022-01-21 12:56:24 main:574] : INFO : Epoch 1735 | loss: 0.0312488 | val_loss: 0.0312533 | Time: 2948.34 ms [2022-01-21 12:56:26 main:574] : INFO : Epoch 1736 | loss: 0.0312506 | val_loss: 0.031253 | Time: 2945.14 ms [2022-01-21 12:56:29 main:574] : INFO : Epoch 1737 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 2917.05 ms [2022-01-21 12:56:32 main:574] : INFO : Epoch 1738 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 2963.41 ms [2022-01-21 12:56:36 main:574] : INFO : Epoch 1739 | loss: 0.03125 | val_loss: 0.0312509 | Time: 3260.72 ms [2022-01-21 12:56:39 main:574] : INFO : Epoch 1740 | loss: 0.0312496 | val_loss: 0.0312525 | Time: 3295.03 ms [2022-01-21 12:56:42 main:574] : INFO : Epoch 1741 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2954.44 ms [2022-01-21 12:56:45 main:574] : INFO : Epoch 1742 | loss: 0.0312496 | val_loss: 0.0312517 | Time: 2940.96 ms [2022-01-21 12:56:48 main:574] : INFO : Epoch 1743 | loss: 0.0312496 | val_loss: 0.0312505 | Time: 2993.06 ms [2022-01-21 12:56:51 main:574] : INFO : Epoch 1744 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2987.81 ms [2022-01-21 12:56:54 main:574] : INFO : Epoch 1745 | loss: 0.0312495 | val_loss: 0.0312521 | Time: 2951.2 ms [2022-01-21 12:56:57 main:574] : INFO : Epoch 1746 | loss: 0.0312501 | val_loss: 0.0312514 | Time: 3155.72 ms [2022-01-21 12:57:00 main:574] : INFO : Epoch 1747 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 2964.08 ms [2022-01-21 12:57:03 main:574] : INFO : Epoch 1748 | loss: 0.0312498 | val_loss: 0.0312527 | Time: 2987.3 ms [2022-01-21 12:57:06 main:574] : INFO : Epoch 1749 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 3208.28 ms [2022-01-21 12:57:09 main:574] : INFO : Epoch 1750 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2959.17 ms [2022-01-21 12:57:12 main:574] : INFO : Epoch 1751 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 3030.37 ms [2022-01-21 12:57:15 main:574] : INFO : Epoch 1752 | loss: 0.0312495 | val_loss: 0.0312506 | Time: 2948.33 ms [2022-01-21 12:57:18 main:574] : INFO : Epoch 1753 | loss: 0.0312492 | val_loss: 0.0312506 | Time: 2927.82 ms [2022-01-21 12:57:21 main:574] : INFO : Epoch 1754 | loss: 0.0312497 | val_loss: 0.031251 | Time: 3001.63 ms [2022-01-21 12:57:24 main:574] : INFO : Epoch 1755 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 2972.39 ms [2022-01-21 12:57:27 main:574] : INFO : Epoch 1756 | loss: 0.0312491 | val_loss: 0.0312504 | Time: 2964.77 ms [2022-01-21 12:57:30 main:574] : INFO : Epoch 1757 | loss: 0.0312488 | val_loss: 0.0312506 | Time: 3146.19 ms [2022-01-21 12:57:33 main:574] : INFO : Epoch 1758 | loss: 0.0312494 | val_loss: 0.0312511 | Time: 2959.15 ms [2022-01-21 12:57:36 main:574] : INFO : Epoch 1759 | loss: 0.0312498 | val_loss: 0.0312541 | Time: 3113.98 ms [2022-01-21 12:57:39 main:574] : INFO : Epoch 1760 | loss: 0.0312492 | val_loss: 0.0312508 | Time: 3017.52 ms [2022-01-21 12:57:42 main:574] : INFO : Epoch 1761 | loss: 0.0312487 | val_loss: 0.031251 | Time: 3023.25 ms [2022-01-21 12:57:45 main:574] : INFO : Epoch 1762 | loss: 0.0312483 | val_loss: 0.0312518 | Time: 3147.49 ms [2022-01-21 12:57:48 main:574] : INFO : Epoch 1763 | loss: 0.0312485 | val_loss: 0.0312513 | Time: 2964.38 ms [2022-01-21 12:57:51 main:574] : INFO : Epoch 1764 | loss: 0.0312492 | val_loss: 0.031254 | Time: 2955.74 ms [2022-01-21 12:57:54 main:574] : INFO : Epoch 1765 | loss: 0.0312657 | val_loss: 0.0312571 | Time: 2949.22 ms [2022-01-21 12:57:57 main:574] : INFO : Epoch 1766 | loss: 0.0313822 | val_loss: 0.0314365 | Time: 3021.56 ms [2022-01-21 12:58:00 main:574] : INFO : Epoch 1767 | loss: 0.0319874 | val_loss: 0.0316173 | Time: 2934.45 ms [2022-01-21 12:58:03 main:574] : INFO : Epoch 1768 | loss: 0.0314015 | val_loss: 0.0312991 | Time: 2947.7 ms [2022-01-21 12:58:06 main:574] : INFO : Epoch 1769 | loss: 0.031273 | val_loss: 0.031252 | Time: 2969.95 ms [2022-01-21 12:58:09 main:574] : INFO : Epoch 1770 | loss: 0.0312535 | val_loss: 0.031249 | Time: 3005.53 ms [2022-01-21 12:58:12 main:574] : INFO : Epoch 1771 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 2940.77 ms [2022-01-21 12:58:15 main:574] : INFO : Epoch 1772 | loss: 0.0312481 | val_loss: 0.0312467 | Time: 3063.66 ms [2022-01-21 12:58:19 main:574] : INFO : Epoch 1773 | loss: 0.031247 | val_loss: 0.0312457 | Time: 3532.82 ms [2022-01-21 12:58:22 main:574] : INFO : Epoch 1774 | loss: 0.0312471 | val_loss: 0.0312472 | Time: 3452.53 ms [2022-01-21 12:58:26 main:574] : INFO : Epoch 1775 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 3429.72 ms [2022-01-21 12:58:29 main:574] : INFO : Epoch 1776 | loss: 0.0312461 | val_loss: 0.0312442 | Time: 3140.42 ms [2022-01-21 12:58:32 main:574] : INFO : Epoch 1777 | loss: 0.0312444 | val_loss: 0.0312426 | Time: 2970.11 ms [2022-01-21 12:58:35 main:574] : INFO : Epoch 1778 | loss: 0.031245 | val_loss: 0.0312408 | Time: 2960.14 ms [2022-01-21 12:58:38 main:574] : INFO : Epoch 1779 | loss: 0.0312443 | val_loss: 0.0312411 | Time: 2984.83 ms [2022-01-21 12:58:41 main:574] : INFO : Epoch 1780 | loss: 0.0312422 | val_loss: 0.0312396 | Time: 3344.05 ms [2022-01-21 12:58:44 main:574] : INFO : Epoch 1781 | loss: 0.0312421 | val_loss: 0.0312406 | Time: 3155.34 ms [2022-01-21 12:58:47 main:574] : INFO : Epoch 1782 | loss: 0.0312427 | val_loss: 0.0312403 | Time: 3014.45 ms [2022-01-21 12:58:50 main:574] : INFO : Epoch 1783 | loss: 0.0312426 | val_loss: 0.0312387 | Time: 3141.97 ms [2022-01-21 12:58:53 main:574] : INFO : Epoch 1784 | loss: 0.0312405 | val_loss: 0.0312484 | Time: 3022.39 ms [2022-01-21 12:58:56 main:574] : INFO : Epoch 1785 | loss: 0.0312399 | val_loss: 0.0312365 | Time: 2980.34 ms [2022-01-21 12:58:59 main:574] : INFO : Epoch 1786 | loss: 0.0312378 | val_loss: 0.0312352 | Time: 2942.97 ms [2022-01-21 12:59:02 main:574] : INFO : Epoch 1787 | loss: 0.0312385 | val_loss: 0.0312379 | Time: 2913.44 ms [2022-01-21 12:59:05 main:574] : INFO : Epoch 1788 | loss: 0.0312396 | val_loss: 0.0312372 | Time: 3121.87 ms [2022-01-21 12:59:08 main:574] : INFO : Epoch 1789 | loss: 0.0312398 | val_loss: 0.0312362 | Time: 2958.97 ms [2022-01-21 12:59:12 main:574] : INFO : Epoch 1790 | loss: 0.0312409 | val_loss: 0.0312351 | Time: 3432.59 ms [2022-01-21 12:59:15 main:574] : INFO : Epoch 1791 | loss: 0.0312516 | val_loss: 0.0312632 | Time: 2990.2 ms [2022-01-21 12:59:18 main:574] : INFO : Epoch 1792 | loss: 0.0312512 | val_loss: 0.0312497 | Time: 3056.11 ms [2022-01-21 12:59:21 main:574] : INFO : Epoch 1793 | loss: 0.0312438 | val_loss: 0.0312411 | Time: 3091.06 ms [2022-01-21 12:59:24 main:574] : INFO : Epoch 1794 | loss: 0.0312369 | val_loss: 0.0312374 | Time: 2957.8 ms [2022-01-21 12:59:27 main:574] : INFO : Epoch 1795 | loss: 0.0312375 | val_loss: 0.0312352 | Time: 3119.64 ms [2022-01-21 12:59:30 main:574] : INFO : Epoch 1796 | loss: 0.0312356 | val_loss: 0.0312359 | Time: 3167.29 ms [2022-01-21 12:59:33 main:574] : INFO : Epoch 1797 | loss: 0.0312354 | val_loss: 0.0312464 | Time: 2962.75 ms [2022-01-21 12:59:36 main:574] : INFO : Epoch 1798 | loss: 0.0312342 | val_loss: 0.0312313 | Time: 2986.36 ms [2022-01-21 12:59:39 main:574] : INFO : Epoch 1799 | loss: 0.0312348 | val_loss: 0.0312321 | Time: 2915.93 ms [2022-01-21 12:59:42 main:574] : INFO : Epoch 1800 | loss: 0.0312321 | val_loss: 0.0312335 | Time: 3035.49 ms [2022-01-21 12:59:45 main:574] : INFO : Epoch 1801 | loss: 0.0312305 | val_loss: 0.0312496 | Time: 2958.32 ms [2022-01-21 12:59:48 main:574] : INFO : Epoch 1802 | loss: 0.031238 | val_loss: 0.0312354 | Time: 2948.87 ms [2022-01-21 12:59:51 main:574] : INFO : Epoch 1803 | loss: 0.0312343 | val_loss: 0.0312369 | Time: 3079.06 ms [2022-01-21 12:59:54 main:574] : INFO : Epoch 1804 | loss: 0.0312322 | val_loss: 0.0312353 | Time: 3186 ms [2022-01-21 12:59:57 main:574] : INFO : Epoch 1805 | loss: 0.0312318 | val_loss: 0.0312336 | Time: 3155.59 ms [2022-01-21 13:00:00 main:574] : INFO : Epoch 1806 | loss: 0.0312274 | val_loss: 0.0312249 | Time: 2945.54 ms [2022-01-21 13:00:03 main:574] : INFO : Epoch 1807 | loss: 0.0312263 | val_loss: 0.0312364 | Time: 2933.05 ms [2022-01-21 13:00:06 main:574] : INFO : Epoch 1808 | loss: 0.03123 | val_loss: 0.031228 | Time: 3029.14 ms [2022-01-21 13:00:09 main:574] : INFO : Epoch 1809 | loss: 0.0312305 | val_loss: 0.0312251 | Time: 2918.28 ms [2022-01-21 13:00:12 main:574] : INFO : Epoch 1810 | loss: 0.031224 | val_loss: 0.0312289 | Time: 2990.84 ms [2022-01-21 13:00:16 main:574] : INFO : Epoch 1811 | loss: 0.0312278 | val_loss: 0.0312274 | Time: 3342.15 ms [2022-01-21 13:00:19 main:574] : INFO : Epoch 1812 | loss: 0.0312383 | val_loss: 0.0312337 | Time: 3061.58 ms [2022-01-21 13:00:22 main:574] : INFO : Epoch 1813 | loss: 0.0312406 | val_loss: 0.0312317 | Time: 2936.67 ms [2022-01-21 13:00:25 main:574] : INFO : Epoch 1814 | loss: 0.031231 | val_loss: 0.0312256 | Time: 3165.73 ms [2022-01-21 13:00:28 main:574] : INFO : Epoch 1815 | loss: 0.0312272 | val_loss: 0.0312307 | Time: 2965.88 ms [2022-01-21 13:00:31 main:574] : INFO : Epoch 1816 | loss: 0.031227 | val_loss: 0.0312249 | Time: 3023.53 ms [2022-01-21 13:00:34 main:574] : INFO : Epoch 1817 | loss: 0.0312246 | val_loss: 0.0312231 | Time: 2951.74 ms [2022-01-21 13:00:37 main:574] : INFO : Epoch 1818 | loss: 0.0312234 | val_loss: 0.0312237 | Time: 3036.71 ms [2022-01-21 13:00:40 main:574] : INFO : Epoch 1819 | loss: 0.0312277 | val_loss: 0.0312505 | Time: 2953.26 ms [2022-01-21 13:00:43 main:574] : INFO : Epoch 1820 | loss: 0.0312389 | val_loss: 0.031233 | Time: 2942.16 ms [2022-01-21 13:00:46 main:574] : INFO : Epoch 1821 | loss: 0.0312273 | val_loss: 0.031233 | Time: 3012.46 ms [2022-01-21 13:00:49 main:574] : INFO : Epoch 1822 | loss: 0.031223 | val_loss: 0.0312265 | Time: 3075.37 ms [2022-01-21 13:00:52 main:574] : INFO : Epoch 1823 | loss: 0.0312224 | val_loss: 0.0312216 | Time: 2957.64 ms [2022-01-21 13:00:55 main:574] : INFO : Epoch 1824 | loss: 0.0312259 | val_loss: 0.0312287 | Time: 2937.23 ms [2022-01-21 13:00:58 main:574] : INFO : Epoch 1825 | loss: 0.0312241 | val_loss: 0.0312218 | Time: 3149.18 ms [2022-01-21 13:01:01 main:574] : INFO : Epoch 1826 | loss: 0.0312255 | val_loss: 0.0312303 | Time: 2970.2 ms [2022-01-21 13:01:04 main:574] : INFO : Epoch 1827 | loss: 0.0312235 | val_loss: 0.0312215 | Time: 3032.44 ms [2022-01-21 13:01:07 main:574] : INFO : Epoch 1828 | loss: 0.0312214 | val_loss: 0.0312246 | Time: 2959.84 ms [2022-01-21 13:01:10 main:574] : INFO : Epoch 1829 | loss: 0.0312205 | val_loss: 0.0312205 | Time: 3048.24 ms [2022-01-21 13:01:13 main:574] : INFO : Epoch 1830 | loss: 0.0312226 | val_loss: 0.0312288 | Time: 2959.22 ms [2022-01-21 13:01:16 main:574] : INFO : Epoch 1831 | loss: 0.0312236 | val_loss: 0.0312314 | Time: 2948 ms [2022-01-21 13:01:19 main:574] : INFO : Epoch 1832 | loss: 0.0312225 | val_loss: 0.0312467 | Time: 2968.75 ms [2022-01-21 13:01:22 main:574] : INFO : Epoch 1833 | loss: 0.0312375 | val_loss: 0.0312308 | Time: 2948.38 ms [2022-01-21 13:01:25 main:574] : INFO : Epoch 1834 | loss: 0.0312287 | val_loss: 0.0312229 | Time: 3118.05 ms [2022-01-21 13:01:28 main:574] : INFO : Epoch 1835 | loss: 0.0312228 | val_loss: 0.0312209 | Time: 3051.33 ms [2022-01-21 13:01:31 main:574] : INFO : Epoch 1836 | loss: 0.0312191 | val_loss: 0.0312233 | Time: 2959.21 ms [2022-01-21 13:01:34 main:574] : INFO : Epoch 1837 | loss: 0.0312205 | val_loss: 0.0312287 | Time: 3010.28 ms [2022-01-21 13:01:37 main:574] : INFO : Epoch 1838 | loss: 0.0312249 | val_loss: 0.031227 | Time: 3095 ms [2022-01-21 13:01:40 main:574] : INFO : Epoch 1839 | loss: 0.031221 | val_loss: 0.0312185 | Time: 2960.86 ms [2022-01-21 13:01:43 main:574] : INFO : Epoch 1840 | loss: 0.0312173 | val_loss: 0.0312197 | Time: 2939.43 ms [2022-01-21 13:01:46 main:574] : INFO : Epoch 1841 | loss: 0.0312179 | val_loss: 0.0312185 | Time: 2933.69 ms [2022-01-21 13:01:49 main:574] : INFO : Epoch 1842 | loss: 0.031216 | val_loss: 0.0312187 | Time: 2962.1 ms [2022-01-21 13:01:52 main:574] : INFO : Epoch 1843 | loss: 0.0312159 | val_loss: 0.0312203 | Time: 2926.31 ms [2022-01-21 13:01:54 main:574] : INFO : Epoch 1844 | loss: 0.031216 | val_loss: 0.0312253 | Time: 2899.36 ms [2022-01-21 13:01:57 main:574] : INFO : Epoch 1845 | loss: 0.0312159 | val_loss: 0.0312171 | Time: 2941.84 ms [2022-01-21 13:02:00 main:574] : INFO : Epoch 1846 | loss: 0.0312222 | val_loss: 0.0312369 | Time: 2938.76 ms [2022-01-21 13:02:03 main:574] : INFO : Epoch 1847 | loss: 0.0312228 | val_loss: 0.0312175 | Time: 2936.06 ms [2022-01-21 13:02:06 main:574] : INFO : Epoch 1848 | loss: 0.0312166 | val_loss: 0.0312194 | Time: 2941.98 ms [2022-01-21 13:02:09 main:574] : INFO : Epoch 1849 | loss: 0.0312142 | val_loss: 0.031219 | Time: 2934.62 ms [2022-01-21 13:02:12 main:574] : INFO : Epoch 1850 | loss: 0.0312125 | val_loss: 0.0312184 | Time: 2922.28 ms [2022-01-21 13:02:15 main:574] : INFO : Epoch 1851 | loss: 0.0312155 | val_loss: 0.0312253 | Time: 2947.59 ms [2022-01-21 13:02:18 main:574] : INFO : Epoch 1852 | loss: 0.0312157 | val_loss: 0.0312257 | Time: 2936.09 ms [2022-01-21 13:02:21 main:574] : INFO : Epoch 1853 | loss: 0.0312153 | val_loss: 0.0312221 | Time: 2931.04 ms [2022-01-21 13:02:24 main:574] : INFO : Epoch 1854 | loss: 0.0312146 | val_loss: 0.0312176 | Time: 2946.18 ms [2022-01-21 13:02:27 main:574] : INFO : Epoch 1855 | loss: 0.0312115 | val_loss: 0.0312175 | Time: 2922.76 ms [2022-01-21 13:02:30 main:574] : INFO : Epoch 1856 | loss: 0.0312126 | val_loss: 0.0312167 | Time: 2918.61 ms [2022-01-21 13:02:33 main:574] : INFO : Epoch 1857 | loss: 0.0312104 | val_loss: 0.0312182 | Time: 2924.91 ms [2022-01-21 13:02:36 main:574] : INFO : Epoch 1858 | loss: 0.0312106 | val_loss: 0.0312158 | Time: 2940.57 ms [2022-01-21 13:02:39 main:574] : INFO : Epoch 1859 | loss: 0.0312112 | val_loss: 0.0312171 | Time: 2921.91 ms [2022-01-21 13:02:41 main:574] : INFO : Epoch 1860 | loss: 0.031213 | val_loss: 0.0312197 | Time: 2945.15 ms [2022-01-21 13:02:44 main:574] : INFO : Epoch 1861 | loss: 0.0312187 | val_loss: 0.0312183 | Time: 2927.87 ms [2022-01-21 13:02:47 main:574] : INFO : Epoch 1862 | loss: 0.0312103 | val_loss: 0.0312162 | Time: 2917.94 ms [2022-01-21 13:02:50 main:574] : INFO : Epoch 1863 | loss: 0.031211 | val_loss: 0.0312202 | Time: 2946.67 ms [2022-01-21 13:02:53 main:574] : INFO : Epoch 1864 | loss: 0.0312141 | val_loss: 0.0312167 | Time: 2923.07 ms [2022-01-21 13:02:56 main:574] : INFO : Epoch 1865 | loss: 0.0312125 | val_loss: 0.0312155 | Time: 2933.01 ms [2022-01-21 13:02:59 main:574] : INFO : Epoch 1866 | loss: 0.0312179 | val_loss: 0.0312166 | Time: 2925.15 ms [2022-01-21 13:03:02 main:574] : INFO : Epoch 1867 | loss: 0.0312156 | val_loss: 0.0312164 | Time: 2922.16 ms [2022-01-21 13:03:05 main:574] : INFO : Epoch 1868 | loss: 0.0312137 | val_loss: 0.0312159 | Time: 2927.79 ms [2022-01-21 13:03:08 main:574] : INFO : Epoch 1869 | loss: 0.0312122 | val_loss: 0.0312145 | Time: 2925.21 ms [2022-01-21 13:03:11 main:574] : INFO : Epoch 1870 | loss: 0.0312125 | val_loss: 0.0312139 | Time: 2917.24 ms [2022-01-21 13:03:14 main:574] : INFO : Epoch 1871 | loss: 0.0312127 | val_loss: 0.0312132 | Time: 2925.73 ms [2022-01-21 13:03:17 main:574] : INFO : Epoch 1872 | loss: 0.0312121 | val_loss: 0.0312133 | Time: 2926.3 ms [2022-01-21 13:03:20 main:574] : INFO : Epoch 1873 | loss: 0.0312108 | val_loss: 0.0312142 | Time: 2904.63 ms [2022-01-21 13:03:22 main:574] : INFO : Epoch 1874 | loss: 0.0312109 | val_loss: 0.0312123 | Time: 2924.19 ms [2022-01-21 13:03:25 main:574] : INFO : Epoch 1875 | loss: 0.03121 | val_loss: 0.0312132 | Time: 2934.69 ms [2022-01-21 13:03:28 main:574] : INFO : Epoch 1876 | loss: 0.0312109 | val_loss: 0.031213 | Time: 2921.77 ms [2022-01-21 13:03:31 main:574] : INFO : Epoch 1877 | loss: 0.0312109 | val_loss: 0.0312121 | Time: 2940.84 ms [2022-01-21 13:03:34 main:574] : INFO : Epoch 1878 | loss: 0.0312107 | val_loss: 0.0312129 | Time: 2927.7 ms [2022-01-21 13:03:37 main:574] : INFO : Epoch 1879 | loss: 0.0312147 | val_loss: 0.0312154 | Time: 2915.03 ms [2022-01-21 13:03:40 main:574] : INFO : Epoch 1880 | loss: 0.0312119 | val_loss: 0.031215 | Time: 2926.17 ms [2022-01-21 13:03:43 main:574] : INFO : Epoch 1881 | loss: 0.0312096 | val_loss: 0.0312221 | Time: 2931.86 ms [2022-01-21 13:03:46 main:574] : INFO : Epoch 1882 | loss: 0.0312098 | val_loss: 0.031219 | Time: 2927.72 ms [2022-01-21 13:03:49 main:574] : INFO : Epoch 1883 | loss: 0.0312093 | val_loss: 0.031212 | Time: 2931.28 ms [2022-01-21 13:03:52 main:574] : INFO : Epoch 1884 | loss: 0.031208 | val_loss: 0.0312136 | Time: 2925.18 ms [2022-01-21 13:03:55 main:574] : INFO : Epoch 1885 | loss: 0.0312064 | val_loss: 0.0312133 | Time: 2926.53 ms [2022-01-21 13:03:58 main:574] : INFO : Epoch 1886 | loss: 0.0312086 | val_loss: 0.0312133 | Time: 2937.45 ms [2022-01-21 13:04:01 main:574] : INFO : Epoch 1887 | loss: 0.0312083 | val_loss: 0.0312118 | Time: 2933.74 ms [2022-01-21 13:04:04 main:574] : INFO : Epoch 1888 | loss: 0.0312069 | val_loss: 0.031213 | Time: 2921.92 ms [2022-01-21 13:04:06 main:574] : INFO : Epoch 1889 | loss: 0.0312056 | val_loss: 0.0312122 | Time: 2927.54 ms [2022-01-21 13:04:09 main:574] : INFO : Epoch 1890 | loss: 0.0312047 | val_loss: 0.0312145 | Time: 2921.85 ms [2022-01-21 13:04:12 main:574] : INFO : Epoch 1891 | loss: 0.0312049 | val_loss: 0.0312225 | Time: 2925.84 ms [2022-01-21 13:04:15 main:574] : INFO : Epoch 1892 | loss: 0.0312054 | val_loss: 0.0312114 | Time: 2929.04 ms [2022-01-21 13:04:18 main:574] : INFO : Epoch 1893 | loss: 0.0312077 | val_loss: 0.0312133 | Time: 2938.17 ms [2022-01-21 13:04:21 main:574] : INFO : Epoch 1894 | loss: 0.0312079 | val_loss: 0.0312166 | Time: 2927.98 ms [2022-01-21 13:04:24 main:574] : INFO : Epoch 1895 | loss: 0.0312058 | val_loss: 0.0312161 | Time: 2923.83 ms [2022-01-21 13:04:27 main:574] : INFO : Epoch 1896 | loss: 0.0312061 | val_loss: 0.0312155 | Time: 2932.03 ms [2022-01-21 13:04:30 main:574] : INFO : Epoch 1897 | loss: 0.0312059 | val_loss: 0.0312193 | Time: 2904.2 ms [2022-01-21 13:04:33 main:574] : INFO : Epoch 1898 | loss: 0.0312058 | val_loss: 0.0312125 | Time: 2934.34 ms [2022-01-21 13:04:36 main:574] : INFO : Epoch 1899 | loss: 0.0312045 | val_loss: 0.031216 | Time: 2943.06 ms [2022-01-21 13:04:39 main:574] : INFO : Epoch 1900 | loss: 0.0312051 | val_loss: 0.0312141 | Time: 2937.22 ms [2022-01-21 13:04:42 main:574] : INFO : Epoch 1901 | loss: 0.0312033 | val_loss: 0.0312138 | Time: 2926.01 ms [2022-01-21 13:04:45 main:574] : INFO : Epoch 1902 | loss: 0.0312054 | val_loss: 0.0312125 | Time: 2944.6 ms [2022-01-21 13:04:48 main:574] : INFO : Epoch 1903 | loss: 0.0312034 | val_loss: 0.031213 | Time: 2927.66 ms [2022-01-21 13:04:50 main:574] : INFO : Epoch 1904 | loss: 0.0312042 | val_loss: 0.0312109 | Time: 2904.57 ms [2022-01-21 13:04:53 main:574] : INFO : Epoch 1905 | loss: 0.0312066 | val_loss: 0.0312154 | Time: 2939.46 ms [2022-01-21 13:04:56 main:574] : INFO : Epoch 1906 | loss: 0.0312054 | val_loss: 0.0312188 | Time: 2933.21 ms [2022-01-21 13:04:59 main:574] : INFO : Epoch 1907 | loss: 0.0312028 | val_loss: 0.0312117 | Time: 2924.39 ms [2022-01-21 13:05:02 main:574] : INFO : Epoch 1908 | loss: 0.0312007 | val_loss: 0.0312135 | Time: 2928.19 ms [2022-01-21 13:05:05 main:574] : INFO : Epoch 1909 | loss: 0.0312029 | val_loss: 0.0312134 | Time: 2935.26 ms [2022-01-21 13:05:08 main:574] : INFO : Epoch 1910 | loss: 0.0312005 | val_loss: 0.0312119 | Time: 2943.48 ms [2022-01-21 13:05:11 main:574] : INFO : Epoch 1911 | loss: 0.0311993 | val_loss: 0.0312151 | Time: 2930.67 ms [2022-01-21 13:05:14 main:574] : INFO : Epoch 1912 | loss: 0.031202 | val_loss: 0.0312152 | Time: 2943.69 ms [2022-01-21 13:05:17 main:574] : INFO : Epoch 1913 | loss: 0.0311996 | val_loss: 0.0312138 | Time: 2943.22 ms [2022-01-21 13:05:20 main:574] : INFO : Epoch 1914 | loss: 0.0312028 | val_loss: 0.0312172 | Time: 2933.74 ms [2022-01-21 13:05:23 main:574] : INFO : Epoch 1915 | loss: 0.0312004 | val_loss: 0.0312117 | Time: 2922 ms [2022-01-21 13:05:26 main:574] : INFO : Epoch 1916 | loss: 0.0312021 | val_loss: 0.0312109 | Time: 2919.53 ms [2022-01-21 13:05:29 main:574] : INFO : Epoch 1917 | loss: 0.0312014 | val_loss: 0.031215 | Time: 2932.61 ms [2022-01-21 13:05:32 main:574] : INFO : Epoch 1918 | loss: 0.0312012 | val_loss: 0.0312137 | Time: 2940 ms [2022-01-21 13:05:34 main:574] : INFO : Epoch 1919 | loss: 0.0312019 | val_loss: 0.0312129 | Time: 2939.5 ms [2022-01-21 13:05:37 main:574] : INFO : Epoch 1920 | loss: 0.0312073 | val_loss: 0.031219 | Time: 2910.75 ms [2022-01-21 13:05:40 main:574] : INFO : Epoch 1921 | loss: 0.0312078 | val_loss: 0.0312131 | Time: 2910.18 ms [2022-01-21 13:05:43 main:574] : INFO : Epoch 1922 | loss: 0.0312072 | val_loss: 0.0312154 | Time: 2943.5 ms [2022-01-21 13:05:46 main:574] : INFO : Epoch 1923 | loss: 0.0312064 | val_loss: 0.0312102 | Time: 2939.29 ms [2022-01-21 13:05:49 main:574] : INFO : Epoch 1924 | loss: 0.031202 | val_loss: 0.0312119 | Time: 2932.44 ms [2022-01-21 13:05:52 main:574] : INFO : Epoch 1925 | loss: 0.031205 | val_loss: 0.0312243 | Time: 2931.16 ms [2022-01-21 13:05:55 main:574] : INFO : Epoch 1926 | loss: 0.031205 | val_loss: 0.031208 | Time: 2920.47 ms [2022-01-21 13:05:58 main:574] : INFO : Epoch 1927 | loss: 0.0312022 | val_loss: 0.0312097 | Time: 2916.04 ms [2022-01-21 13:06:01 main:574] : INFO : Epoch 1928 | loss: 0.031199 | val_loss: 0.0312108 | Time: 2929.56 ms [2022-01-21 13:06:04 main:574] : INFO : Epoch 1929 | loss: 0.0311988 | val_loss: 0.0312109 | Time: 2927.49 ms [2022-01-21 13:06:07 main:574] : INFO : Epoch 1930 | loss: 0.0311975 | val_loss: 0.0312101 | Time: 2916.89 ms [2022-01-21 13:06:10 main:574] : INFO : Epoch 1931 | loss: 0.0311987 | val_loss: 0.0312084 | Time: 2907.32 ms [2022-01-21 13:06:13 main:574] : INFO : Epoch 1932 | loss: 0.0311997 | val_loss: 0.0312078 | Time: 2942.96 ms [2022-01-21 13:06:15 main:574] : INFO : Epoch 1933 | loss: 0.0312007 | val_loss: 0.0312074 | Time: 2941.09 ms [2022-01-21 13:06:18 main:574] : INFO : Epoch 1934 | loss: 0.0311991 | val_loss: 0.0312073 | Time: 2911.92 ms [2022-01-21 13:06:21 main:574] : INFO : Epoch 1935 | loss: 0.0311979 | val_loss: 0.0312069 | Time: 2924.39 ms [2022-01-21 13:06:24 main:574] : INFO : Epoch 1936 | loss: 0.0311975 | val_loss: 0.0312077 | Time: 2936.47 ms [2022-01-21 13:06:27 main:574] : INFO : Epoch 1937 | loss: 0.0311983 | val_loss: 0.0312102 | Time: 2921.05 ms [2022-01-21 13:06:30 main:574] : INFO : Epoch 1938 | loss: 0.031198 | val_loss: 0.0312088 | Time: 2938.82 ms [2022-01-21 13:06:33 main:574] : INFO : Epoch 1939 | loss: 0.0311958 | val_loss: 0.0312084 | Time: 2938.9 ms [2022-01-21 13:06:36 main:574] : INFO : Epoch 1940 | loss: 0.0311966 | val_loss: 0.0312103 | Time: 2922.6 ms [2022-01-21 13:06:39 main:574] : INFO : Epoch 1941 | loss: 0.0312019 | val_loss: 0.0312078 | Time: 2947.63 ms [2022-01-21 13:06:42 main:574] : INFO : Epoch 1942 | loss: 0.0311973 | val_loss: 0.0312064 | Time: 2915.43 ms [2022-01-21 13:06:45 main:574] : INFO : Epoch 1943 | loss: 0.0312043 | val_loss: 0.0312243 | Time: 2944.22 ms [2022-01-21 13:06:48 main:574] : INFO : Epoch 1944 | loss: 0.031203 | val_loss: 0.0312082 | Time: 3016.47 ms [2022-01-21 13:06:51 main:574] : INFO : Epoch 1945 | loss: 0.0311959 | val_loss: 0.0312083 | Time: 2907.48 ms [2022-01-21 13:06:54 main:574] : INFO : Epoch 1946 | loss: 0.031197 | val_loss: 0.0312097 | Time: 3118.71 ms [2022-01-21 13:06:57 main:574] : INFO : Epoch 1947 | loss: 0.0311934 | val_loss: 0.0312098 | Time: 2997.84 ms [2022-01-21 13:07:00 main:574] : INFO : Epoch 1948 | loss: 0.0311944 | val_loss: 0.0312105 | Time: 2943.53 ms [2022-01-21 13:07:03 main:574] : INFO : Epoch 1949 | loss: 0.0311942 | val_loss: 0.0312094 | Time: 2929.11 ms [2022-01-21 13:07:06 main:574] : INFO : Epoch 1950 | loss: 0.031196 | val_loss: 0.0312105 | Time: 3220.6 ms [2022-01-21 13:07:09 main:574] : INFO : Epoch 1951 | loss: 0.0311951 | val_loss: 0.031214 | Time: 2989.58 ms [2022-01-21 13:07:12 main:574] : INFO : Epoch 1952 | loss: 0.0311932 | val_loss: 0.0312163 | Time: 2979.58 ms [2022-01-21 13:07:15 main:574] : INFO : Epoch 1953 | loss: 0.0311936 | val_loss: 0.0312113 | Time: 2945.99 ms [2022-01-21 13:07:18 main:574] : INFO : Epoch 1954 | loss: 0.0311913 | val_loss: 0.0312118 | Time: 2936.45 ms [2022-01-21 13:07:21 main:574] : INFO : Epoch 1955 | loss: 0.031192 | val_loss: 0.0312149 | Time: 2957.12 ms [2022-01-21 13:07:24 main:574] : INFO : Epoch 1956 | loss: 0.0311931 | val_loss: 0.0312088 | Time: 3204.32 ms [2022-01-21 13:07:27 main:574] : INFO : Epoch 1957 | loss: 0.0311909 | val_loss: 0.0312091 | Time: 3013.18 ms [2022-01-21 13:07:30 main:574] : INFO : Epoch 1958 | loss: 0.0311901 | val_loss: 0.0312112 | Time: 3103.55 ms [2022-01-21 13:07:33 main:574] : INFO : Epoch 1959 | loss: 0.0311894 | val_loss: 0.0312112 | Time: 2989.67 ms [2022-01-21 13:07:36 main:574] : INFO : Epoch 1960 | loss: 0.0311912 | val_loss: 0.0312109 | Time: 2991.01 ms [2022-01-21 13:07:39 main:574] : INFO : Epoch 1961 | loss: 0.0311968 | val_loss: 0.0312221 | Time: 3088.87 ms [2022-01-21 13:07:42 main:574] : INFO : Epoch 1962 | loss: 0.0311944 | val_loss: 0.0312099 | Time: 2935.08 ms [2022-01-21 13:07:45 main:574] : INFO : Epoch 1963 | loss: 0.0311925 | val_loss: 0.0312116 | Time: 3070.6 ms [2022-01-21 13:07:48 main:574] : INFO : Epoch 1964 | loss: 0.0311908 | val_loss: 0.0312085 | Time: 3057.48 ms [2022-01-21 13:07:51 main:574] : INFO : Epoch 1965 | loss: 0.0311931 | val_loss: 0.0312079 | Time: 2956.01 ms [2022-01-21 13:07:54 main:574] : INFO : Epoch 1966 | loss: 0.0311902 | val_loss: 0.0312123 | Time: 2959.53 ms [2022-01-21 13:07:57 main:574] : INFO : Epoch 1967 | loss: 0.0311911 | val_loss: 0.0312113 | Time: 2952.87 ms [2022-01-21 13:08:00 main:574] : INFO : Epoch 1968 | loss: 0.0311912 | val_loss: 0.0312093 | Time: 2967.65 ms [2022-01-21 13:08:03 main:574] : INFO : Epoch 1969 | loss: 0.0311896 | val_loss: 0.0312077 | Time: 3055.17 ms [2022-01-21 13:08:06 main:574] : INFO : Epoch 1970 | loss: 0.0311896 | val_loss: 0.031209 | Time: 2949.91 ms [2022-01-21 13:08:09 main:574] : INFO : Epoch 1971 | loss: 0.0311891 | val_loss: 0.031209 | Time: 2965.59 ms [2022-01-21 13:08:12 main:574] : INFO : Epoch 1972 | loss: 0.0311915 | val_loss: 0.0312099 | Time: 2941.97 ms [2022-01-21 13:08:15 main:574] : INFO : Epoch 1973 | loss: 0.0311974 | val_loss: 0.0312112 | Time: 2986.41 ms [2022-01-21 13:08:18 main:574] : INFO : Epoch 1974 | loss: 0.0311953 | val_loss: 0.0312078 | Time: 3230.59 ms [2022-01-21 13:08:21 main:574] : INFO : Epoch 1975 | loss: 0.0311934 | val_loss: 0.0312076 | Time: 2959.41 ms [2022-01-21 13:08:25 main:574] : INFO : Epoch 1976 | loss: 0.0311943 | val_loss: 0.0312062 | Time: 3455.23 ms [2022-01-21 13:08:28 main:574] : INFO : Epoch 1977 | loss: 0.0311913 | val_loss: 0.0312096 | Time: 3034.67 ms [2022-01-21 13:08:31 main:574] : INFO : Epoch 1978 | loss: 0.0311945 | val_loss: 0.031212 | Time: 3023.6 ms [2022-01-21 13:08:34 main:574] : INFO : Epoch 1979 | loss: 0.0311923 | val_loss: 0.0312098 | Time: 2954.26 ms [2022-01-21 13:08:37 main:574] : INFO : Epoch 1980 | loss: 0.0311924 | val_loss: 0.0312135 | Time: 2921.3 ms [2022-01-21 13:08:40 main:574] : INFO : Epoch 1981 | loss: 0.031191 | val_loss: 0.0312228 | Time: 3102.81 ms [2022-01-21 13:08:43 main:574] : INFO : Epoch 1982 | loss: 0.0311911 | val_loss: 0.0312074 | Time: 2945.21 ms [2022-01-21 13:08:46 main:574] : INFO : Epoch 1983 | loss: 0.0311904 | val_loss: 0.0312138 | Time: 3016.46 ms [2022-01-21 13:08:49 main:574] : INFO : Epoch 1984 | loss: 0.0311887 | val_loss: 0.0312098 | Time: 3306.14 ms [2022-01-21 13:08:52 main:574] : INFO : Epoch 1985 | loss: 0.0311869 | val_loss: 0.0312129 | Time: 3123.57 ms [2022-01-21 13:08:55 main:574] : INFO : Epoch 1986 | loss: 0.0311868 | val_loss: 0.0312089 | Time: 3238.54 ms [2022-01-21 13:08:58 main:574] : INFO : Epoch 1987 | loss: 0.0311868 | val_loss: 0.0312193 | Time: 2941.76 ms [2022-01-21 13:09:01 main:574] : INFO : Epoch 1988 | loss: 0.0311916 | val_loss: 0.0312102 | Time: 3054.56 ms [2022-01-21 13:09:04 main:574] : INFO : Epoch 1989 | loss: 0.0311909 | val_loss: 0.031207 | Time: 2958.84 ms [2022-01-21 13:09:08 main:574] : INFO : Epoch 1990 | loss: 0.03119 | val_loss: 0.0312069 | Time: 3175.3 ms [2022-01-21 13:09:11 main:574] : INFO : Epoch 1991 | loss: 0.0311887 | val_loss: 0.0312123 | Time: 2980.29 ms [2022-01-21 13:09:14 main:574] : INFO : Epoch 1992 | loss: 0.0311893 | val_loss: 0.0312086 | Time: 3018.76 ms [2022-01-21 13:09:17 main:574] : INFO : Epoch 1993 | loss: 0.0311945 | val_loss: 0.0312074 | Time: 2946.06 ms [2022-01-21 13:09:20 main:574] : INFO : Epoch 1994 | loss: 0.0311948 | val_loss: 0.0312082 | Time: 3054.39 ms [2022-01-21 13:09:23 main:574] : INFO : Epoch 1995 | loss: 0.0311925 | val_loss: 0.0312065 | Time: 2950.7 ms [2022-01-21 13:09:25 main:574] : INFO : Epoch 1996 | loss: 0.0311902 | val_loss: 0.0312113 | Time: 2934.21 ms [2022-01-21 13:09:29 main:574] : INFO : Epoch 1997 | loss: 0.0311901 | val_loss: 0.0312124 | Time: 3064.36 ms [2022-01-21 13:09:32 main:574] : INFO : Epoch 1998 | loss: 0.0311873 | val_loss: 0.0312178 | Time: 2996.2 ms [2022-01-21 13:09:35 main:574] : INFO : Epoch 1999 | loss: 0.0311864 | val_loss: 0.031213 | Time: 2999.92 ms [2022-01-21 13:09:38 main:574] : INFO : Epoch 2000 | loss: 0.0311889 | val_loss: 0.031209 | Time: 3012.8 ms [2022-01-21 13:09:41 main:574] : INFO : Epoch 2001 | loss: 0.0311977 | val_loss: 0.0312107 | Time: 2953.66 ms [2022-01-21 13:09:44 main:574] : INFO : Epoch 2002 | loss: 0.0311895 | val_loss: 0.0312079 | Time: 3001.06 ms [2022-01-21 13:09:47 main:574] : INFO : Epoch 2003 | loss: 0.0311889 | val_loss: 0.0312105 | Time: 2977.75 ms [2022-01-21 13:09:49 main:574] : INFO : Epoch 2004 | loss: 0.031188 | val_loss: 0.0312113 | Time: 2964.22 ms [2022-01-21 13:09:52 main:574] : INFO : Epoch 2005 | loss: 0.0311879 | val_loss: 0.0312145 | Time: 2911.74 ms [2022-01-21 13:09:56 main:574] : INFO : Epoch 2006 | loss: 0.0311899 | val_loss: 0.0312096 | Time: 3472.85 ms [2022-01-21 13:09:59 main:574] : INFO : Epoch 2007 | loss: 0.0311873 | val_loss: 0.0312106 | Time: 3090.51 ms [2022-01-21 13:10:02 main:574] : INFO : Epoch 2008 | loss: 0.0311884 | val_loss: 0.0312115 | Time: 2945.47 ms [2022-01-21 13:10:05 main:574] : INFO : Epoch 2009 | loss: 0.0311869 | val_loss: 0.0312113 | Time: 2949.59 ms [2022-01-21 13:10:08 main:574] : INFO : Epoch 2010 | loss: 0.0311864 | val_loss: 0.0312105 | Time: 2950.21 ms [2022-01-21 13:10:11 main:574] : INFO : Epoch 2011 | loss: 0.0311865 | val_loss: 0.0312116 | Time: 2975.37 ms [2022-01-21 13:10:14 main:574] : INFO : Epoch 2012 | loss: 0.03119 | val_loss: 0.0312126 | Time: 3018.12 ms [2022-01-21 13:10:17 main:574] : INFO : Epoch 2013 | loss: 0.0311914 | val_loss: 0.0312074 | Time: 2994.19 ms [2022-01-21 13:10:20 main:574] : INFO : Epoch 2014 | loss: 0.0311942 | val_loss: 0.031209 | Time: 2931.8 ms [2022-01-21 13:10:23 main:574] : INFO : Epoch 2015 | loss: 0.0311973 | val_loss: 0.0312067 | Time: 2952.76 ms [2022-01-21 13:10:26 main:574] : INFO : Epoch 2016 | loss: 0.0311913 | val_loss: 0.0312076 | Time: 3166.31 ms [2022-01-21 13:10:29 main:574] : INFO : Epoch 2017 | loss: 0.0311934 | val_loss: 0.031215 | Time: 3290.19 ms [2022-01-21 13:10:32 main:574] : INFO : Epoch 2018 | loss: 0.0311898 | val_loss: 0.0312089 | Time: 2943.53 ms [2022-01-21 13:10:35 main:574] : INFO : Epoch 2019 | loss: 0.0311881 | val_loss: 0.03121 | Time: 2962.23 ms [2022-01-21 13:10:38 main:574] : INFO : Epoch 2020 | loss: 0.0311897 | val_loss: 0.0312094 | Time: 2981.53 ms [2022-01-21 13:10:41 main:574] : INFO : Epoch 2021 | loss: 0.0311862 | val_loss: 0.0312104 | Time: 2952.79 ms [2022-01-21 13:10:44 main:574] : INFO : Epoch 2022 | loss: 0.031187 | val_loss: 0.0312093 | Time: 3051.54 ms [2022-01-21 13:10:47 main:574] : INFO : Epoch 2023 | loss: 0.0311858 | val_loss: 0.0312139 | Time: 3018.39 ms [2022-01-21 13:10:50 main:574] : INFO : Epoch 2024 | loss: 0.0311892 | val_loss: 0.0312138 | Time: 2947.42 ms [2022-01-21 13:10:53 main:574] : INFO : Epoch 2025 | loss: 0.0311916 | val_loss: 0.0312075 | Time: 2909.95 ms [2022-01-21 13:10:56 main:574] : INFO : Epoch 2026 | loss: 0.0311902 | val_loss: 0.0312066 | Time: 3178.65 ms [2022-01-21 13:10:59 main:574] : INFO : Epoch 2027 | loss: 0.0311875 | val_loss: 0.0312119 | Time: 3012.75 ms [2022-01-21 13:11:02 main:574] : INFO : Epoch 2028 | loss: 0.0311879 | val_loss: 0.031209 | Time: 3248.14 ms [2022-01-21 13:11:05 main:574] : INFO : Epoch 2029 | loss: 0.0311868 | val_loss: 0.031209 | Time: 2946.26 ms [2022-01-21 13:11:08 main:574] : INFO : Epoch 2030 | loss: 0.0311865 | val_loss: 0.0312103 | Time: 2941.04 ms [2022-01-21 13:11:11 main:574] : INFO : Epoch 2031 | loss: 0.0311875 | val_loss: 0.0312103 | Time: 2943.5 ms [2022-01-21 13:11:14 main:574] : INFO : Epoch 2032 | loss: 0.0311915 | val_loss: 0.0312145 | Time: 2973.44 ms [2022-01-21 13:11:17 main:574] : INFO : Epoch 2033 | loss: 0.0311903 | val_loss: 0.0312023 | Time: 2940.97 ms [2022-01-21 13:11:20 main:574] : INFO : Epoch 2034 | loss: 0.0311882 | val_loss: 0.031213 | Time: 3020.17 ms [2022-01-21 13:11:23 main:574] : INFO : Epoch 2035 | loss: 0.0311897 | val_loss: 0.031209 | Time: 2998.95 ms [2022-01-21 13:11:26 main:574] : INFO : Epoch 2036 | loss: 0.0311904 | val_loss: 0.0312068 | Time: 3253.57 ms [2022-01-21 13:11:29 main:574] : INFO : Epoch 2037 | loss: 0.0311867 | val_loss: 0.0312142 | Time: 2917.22 ms [2022-01-21 13:11:32 main:574] : INFO : Epoch 2038 | loss: 0.0311931 | val_loss: 0.0312055 | Time: 2942.46 ms [2022-01-21 13:11:36 main:574] : INFO : Epoch 2039 | loss: 0.0311912 | val_loss: 0.0312034 | Time: 3243.82 ms [2022-01-21 13:11:39 main:574] : INFO : Epoch 2040 | loss: 0.0311937 | val_loss: 0.0312011 | Time: 2931.06 ms [2022-01-21 13:11:42 main:574] : INFO : Epoch 2041 | loss: 0.0311946 | val_loss: 0.0312022 | Time: 2956.32 ms [2022-01-21 13:11:44 main:574] : INFO : Epoch 2042 | loss: 0.0311966 | val_loss: 0.0312026 | Time: 2959.33 ms [2022-01-21 13:11:47 main:574] : INFO : Epoch 2043 | loss: 0.0311942 | val_loss: 0.0311994 | Time: 3002.06 ms [2022-01-21 13:11:50 main:574] : INFO : Epoch 2044 | loss: 0.031191 | val_loss: 0.0311994 | Time: 2980 ms [2022-01-21 13:11:53 main:574] : INFO : Epoch 2045 | loss: 0.0311894 | val_loss: 0.0312018 | Time: 2988.56 ms [2022-01-21 13:11:56 main:574] : INFO : Epoch 2046 | loss: 0.0311898 | val_loss: 0.0312026 | Time: 3033.04 ms [2022-01-21 13:11:59 main:574] : INFO : Epoch 2047 | loss: 0.0311885 | val_loss: 0.0312124 | Time: 3003.43 ms [2022-01-21 13:12:03 main:574] : INFO : Epoch 2048 | loss: 0.0311891 | val_loss: 0.0312007 | Time: 3242.75 ms [2022-01-21 13:12:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312007 [2022-01-21 13:12:03 main:603] : INFO : Saving end state to config to file [2022-01-21 13:12:03 main:608] : INFO : Success, exiting.. 13:12:03 (9880): 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)