Task 13671887
| Name | ParityModified-1647046800-20502-2-0_0 |
| Workunit | 10763864 |
| Created | 23 Mar 2022, 17:51:18 UTC |
| Sent | 30 Mar 2022, 16:15:06 UTC |
| Report deadline | 7 Apr 2022, 16:15:06 UTC |
| Received | 30 Mar 2022, 18:45:35 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19941 |
| Run time | 1 hours 26 min 47 sec |
| CPU time | 1 hours 22 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,308.82 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 98 | Time: 2367.87 ms [2022-03-30 19:23:13 main:574] : INFO : Epoch 1542 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2363.32 ms [2022-03-30 19:23:16 main:574] : INFO : Epoch 1543 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2397.17 ms [2022-03-30 19:23:19 main:574] : INFO : Epoch 1544 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2484.79 ms [2022-03-30 19:23:21 main:574] : INFO : Epoch 1545 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 2900.38 ms [2022-03-30 19:23:24 main:574] : INFO : Epoch 1546 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 2372.97 ms [2022-03-30 19:23:26 main:574] : INFO : Epoch 1547 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2374.91 ms [2022-03-30 19:23:29 main:574] : INFO : Epoch 1548 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2372.55 ms [2022-03-30 19:23:31 main:574] : INFO : Epoch 1549 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 2359.91 ms [2022-03-30 19:23:34 main:574] : INFO : Epoch 1550 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 2485.32 ms [2022-03-30 19:23:36 main:574] : INFO : Epoch 1551 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2389.26 ms [2022-03-30 19:23:39 main:574] : INFO : Epoch 1552 | loss: 0.0312508 | val_loss: 0.0312509 | Time: 2361.87 ms [2022-03-30 19:23:41 main:574] : INFO : Epoch 1553 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2375.83 ms [2022-03-30 19:23:44 main:574] : INFO : Epoch 1554 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2503.24 ms [2022-03-30 19:23:46 main:574] : INFO : Epoch 1555 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 2370.09 ms [2022-03-30 19:23:49 main:574] : INFO : Epoch 1556 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 2480.91 ms [2022-03-30 19:23:51 main:574] : INFO : Epoch 1557 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 2491.13 ms [2022-03-30 19:23:54 main:574] : INFO : Epoch 1558 | loss: 0.0312505 | val_loss: 0.0312544 | Time: 2952.4 ms [2022-03-30 19:23:57 main:574] : INFO : Epoch 1559 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 2374.17 ms [2022-03-30 19:24:00 main:574] : INFO : Epoch 1560 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2908.08 ms [2022-03-30 19:24:02 main:574] : INFO : Epoch 1561 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2376.53 ms [2022-03-30 19:24:05 main:574] : INFO : Epoch 1562 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2378.47 ms [2022-03-30 19:24:07 main:574] : INFO : Epoch 1563 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2479.15 ms [2022-03-30 19:24:10 main:574] : INFO : Epoch 1564 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2569.98 ms [2022-03-30 19:24:12 main:574] : INFO : Epoch 1565 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2371.8 ms [2022-03-30 19:24:15 main:574] : INFO : Epoch 1566 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2354.64 ms [2022-03-30 19:24:17 main:574] : INFO : Epoch 1567 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 2371.31 ms [2022-03-30 19:24:19 main:574] : INFO : Epoch 1568 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 2372.74 ms [2022-03-30 19:24:22 main:574] : INFO : Epoch 1569 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2681.18 ms [2022-03-30 19:24:25 main:574] : INFO : Epoch 1570 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2558.45 ms [2022-03-30 19:24:28 main:574] : INFO : Epoch 1571 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2570.9 ms [2022-03-30 19:24:30 main:574] : INFO : Epoch 1572 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2375.57 ms [2022-03-30 19:24:33 main:574] : INFO : Epoch 1573 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2478.33 ms [2022-03-30 19:24:35 main:574] : INFO : Epoch 1574 | loss: 0.03125 | val_loss: 0.0312536 | Time: 2388.7 ms [2022-03-30 19:24:38 main:574] : INFO : Epoch 1575 | loss: 0.0312528 | val_loss: 0.0312504 | Time: 2486.22 ms [2022-03-30 19:24:41 main:574] : INFO : Epoch 1576 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2945.22 ms [2022-03-30 19:24:43 main:574] : INFO : Epoch 1577 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2372.33 ms [2022-03-30 19:24:45 main:574] : INFO : Epoch 1578 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2377.56 ms [2022-03-30 19:24:48 main:574] : INFO : Epoch 1579 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2363.83 ms [2022-03-30 19:24:50 main:574] : INFO : Epoch 1580 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2542.82 ms [2022-03-30 19:24:53 main:574] : INFO : Epoch 1581 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2366.29 ms [2022-03-30 19:24:56 main:574] : INFO : Epoch 1582 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2632.17 ms [2022-03-30 19:24:58 main:574] : INFO : Epoch 1583 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2357.08 ms [2022-03-30 19:25:01 main:574] : INFO : Epoch 1584 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2954.95 ms [2022-03-30 19:25:03 main:574] : INFO : Epoch 1585 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2369.97 ms [2022-03-30 19:25:06 main:574] : INFO : Epoch 1586 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 2359.41 ms [2022-03-30 19:25:08 main:574] : INFO : Epoch 1587 | loss: 0.0312506 | val_loss: 0.0312509 | Time: 2367.83 ms [2022-03-30 19:25:11 main:574] : INFO : Epoch 1588 | loss: 0.0312505 | val_loss: 0.0312496 | Time: 3049.39 ms [2022-03-30 19:25:14 main:574] : INFO : Epoch 1589 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2370.54 ms [2022-03-30 19:25:17 main:574] : INFO : Epoch 1590 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2597.53 ms [2022-03-30 19:25:19 main:574] : INFO : Epoch 1591 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 2372.71 ms [2022-03-30 19:25:21 main:574] : INFO : Epoch 1592 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2367.43 ms [2022-03-30 19:25:24 main:574] : INFO : Epoch 1593 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 2372.26 ms [2022-03-30 19:25:26 main:574] : INFO : Epoch 1594 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2363.89 ms [2022-03-30 19:25:29 main:574] : INFO : Epoch 1595 | loss: 0.0312511 | val_loss: 0.0312528 | Time: 2475.67 ms [2022-03-30 19:25:31 main:574] : INFO : Epoch 1596 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 2364.66 ms [2022-03-30 19:25:34 main:574] : INFO : Epoch 1597 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2356.71 ms [2022-03-30 19:25:36 main:574] : INFO : Epoch 1598 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2364.67 ms [2022-03-30 19:25:38 main:574] : INFO : Epoch 1599 | loss: 0.0312512 | val_loss: 0.031252 | Time: 2363.29 ms [2022-03-30 19:25:41 main:574] : INFO : Epoch 1600 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2358.29 ms [2022-03-30 19:25:43 main:574] : INFO : Epoch 1601 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2472.25 ms [2022-03-30 19:25:46 main:574] : INFO : Epoch 1602 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2358.59 ms [2022-03-30 19:25:48 main:574] : INFO : Epoch 1603 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2357.07 ms [2022-03-30 19:25:51 main:574] : INFO : Epoch 1604 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2381.29 ms [2022-03-30 19:25:54 main:574] : INFO : Epoch 1605 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2927.23 ms [2022-03-30 19:25:56 main:574] : INFO : Epoch 1606 | loss: 0.0312513 | val_loss: 0.0312526 | Time: 2367.31 ms [2022-03-30 19:25:59 main:574] : INFO : Epoch 1607 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2380.88 ms [2022-03-30 19:26:01 main:574] : INFO : Epoch 1608 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2508.28 ms [2022-03-30 19:26:04 main:574] : INFO : Epoch 1609 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 2373.5 ms [2022-03-30 19:26:06 main:574] : INFO : Epoch 1610 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2365.55 ms [2022-03-30 19:26:08 main:574] : INFO : Epoch 1611 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2359 ms [2022-03-30 19:26:11 main:574] : INFO : Epoch 1612 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2384.02 ms [2022-03-30 19:26:13 main:574] : INFO : Epoch 1613 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2544.98 ms [2022-03-30 19:26:16 main:574] : INFO : Epoch 1614 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2464.74 ms [2022-03-30 19:26:18 main:574] : INFO : Epoch 1615 | loss: 0.0312517 | val_loss: 0.0312519 | Time: 2374.57 ms [2022-03-30 19:26:21 main:574] : INFO : Epoch 1616 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 2374.28 ms [2022-03-30 19:26:24 main:574] : INFO : Epoch 1617 | loss: 0.0312508 | val_loss: 0.0312517 | Time: 2944.46 ms [2022-03-30 19:26:26 main:574] : INFO : Epoch 1618 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 2363.88 ms [2022-03-30 19:26:29 main:574] : INFO : Epoch 1619 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2368.46 ms [2022-03-30 19:26:31 main:574] : INFO : Epoch 1620 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2372.99 ms [2022-03-30 19:26:34 main:574] : INFO : Epoch 1621 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2494.82 ms [2022-03-30 19:26:36 main:574] : INFO : Epoch 1622 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 2380.16 ms [2022-03-30 19:26:39 main:574] : INFO : Epoch 1623 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2977.12 ms [2022-03-30 19:26:42 main:574] : INFO : Epoch 1624 | loss: 0.0312498 | val_loss: 0.031251 | Time: 2364.55 ms [2022-03-30 19:26:44 main:574] : INFO : Epoch 1625 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2477.14 ms [2022-03-30 19:26:47 main:574] : INFO : Epoch 1626 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 2371.88 ms [2022-03-30 19:26:49 main:574] : INFO : Epoch 1627 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2489.22 ms [2022-03-30 19:26:52 main:574] : INFO : Epoch 1628 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 3022.99 ms [2022-03-30 19:26:55 main:574] : INFO : Epoch 1629 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 2367.38 ms [2022-03-30 19:26:57 main:574] : INFO : Epoch 1630 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 2369.49 ms [2022-03-30 19:27:00 main:574] : INFO : Epoch 1631 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 2918.72 ms [2022-03-30 19:27:02 main:574] : INFO : Epoch 1632 | loss: 0.0312515 | val_loss: 0.0312508 | Time: 2365.25 ms [2022-03-30 19:27:05 main:574] : INFO : Epoch 1633 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2370.56 ms [2022-03-30 19:27:07 main:574] : INFO : Epoch 1634 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2508.2 ms [2022-03-30 19:27:10 main:574] : INFO : Epoch 1635 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2372.69 ms [2022-03-30 19:27:12 main:574] : INFO : Epoch 1636 | loss: 0.0312511 | val_loss: 0.0312496 | Time: 2372.77 ms [2022-03-30 19:27:15 main:574] : INFO : Epoch 1637 | loss: 0.0312512 | val_loss: 0.0312515 | Time: 2371.73 ms [2022-03-30 19:27:17 main:574] : INFO : Epoch 1638 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 2378.11 ms [2022-03-30 19:27:20 main:574] : INFO : Epoch 1639 | loss: 0.031251 | val_loss: 0.0312503 | Time: 2369.46 ms [2022-03-30 19:27:22 main:574] : INFO : Epoch 1640 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2474.77 ms [2022-03-30 19:27:25 main:574] : INFO : Epoch 1641 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2359.26 ms [2022-03-30 19:27:27 main:574] : INFO : Epoch 1642 | loss: 0.031251 | val_loss: 0.0312518 | Time: 2363.05 ms [2022-03-30 19:27:30 main:574] : INFO : Epoch 1643 | loss: 0.0312515 | val_loss: 0.0312496 | Time: 2964.52 ms [2022-03-30 19:27:33 main:574] : INFO : Epoch 1644 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2364.09 ms [2022-03-30 19:27:35 main:574] : INFO : Epoch 1645 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2379.45 ms [2022-03-30 19:27:37 main:574] : INFO : Epoch 1646 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2372.09 ms [2022-03-30 19:27:40 main:574] : INFO : Epoch 1647 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2470.78 ms [2022-03-30 19:27:42 main:574] : INFO : Epoch 1648 | loss: 0.031251 | val_loss: 0.0312509 | Time: 2376.97 ms [2022-03-30 19:27:45 main:574] : INFO : Epoch 1649 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2358.85 ms [2022-03-30 19:27:47 main:574] : INFO : Epoch 1650 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2375.63 ms [2022-03-30 19:27:50 main:574] : INFO : Epoch 1651 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2379.72 ms [2022-03-30 19:27:52 main:574] : INFO : Epoch 1652 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2374.15 ms [2022-03-30 19:27:55 main:574] : INFO : Epoch 1653 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2497.47 ms [2022-03-30 19:27:57 main:574] : INFO : Epoch 1654 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2370.92 ms [2022-03-30 19:27:59 main:574] : INFO : Epoch 1655 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2375.6 ms [2022-03-30 19:28:02 main:574] : INFO : Epoch 1656 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2367.55 ms [2022-03-30 19:28:04 main:574] : INFO : Epoch 1657 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2373.74 ms [2022-03-30 19:28:07 main:574] : INFO : Epoch 1658 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2365.81 ms [2022-03-30 19:28:09 main:574] : INFO : Epoch 1659 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2501.19 ms [2022-03-30 19:28:12 main:574] : INFO : Epoch 1660 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2474.86 ms [2022-03-30 19:28:15 main:574] : INFO : Epoch 1661 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 3095.9 ms [2022-03-30 19:28:18 main:574] : INFO : Epoch 1662 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2363.52 ms [2022-03-30 19:28:20 main:574] : INFO : Epoch 1663 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2378.65 ms [2022-03-30 19:28:22 main:574] : INFO : Epoch 1664 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 2363.96 ms [2022-03-30 19:28:25 main:574] : INFO : Epoch 1665 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2357.13 ms [2022-03-30 19:28:27 main:574] : INFO : Epoch 1666 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2487.46 ms [2022-03-30 19:28:31 main:574] : INFO : Epoch 1667 | loss: 0.03125 | val_loss: 0.031251 | Time: 3052.15 ms [2022-03-30 19:28:33 main:574] : INFO : Epoch 1668 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 2468.56 ms [2022-03-30 19:28:36 main:574] : INFO : Epoch 1669 | loss: 0.0312513 | val_loss: 0.031252 | Time: 2577.7 ms [2022-03-30 19:28:38 main:574] : INFO : Epoch 1670 | loss: 0.0312506 | val_loss: 0.0312498 | Time: 2380.64 ms [2022-03-30 19:28:41 main:574] : INFO : Epoch 1671 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2373.72 ms [2022-03-30 19:28:43 main:574] : INFO : Epoch 1672 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2488.79 ms [2022-03-30 19:28:46 main:574] : INFO : Epoch 1673 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2366.36 ms [2022-03-30 19:28:48 main:574] : INFO : Epoch 1674 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 2556.87 ms [2022-03-30 19:28:51 main:574] : INFO : Epoch 1675 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 2389.88 ms [2022-03-30 19:28:53 main:574] : INFO : Epoch 1676 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2478.44 ms [2022-03-30 19:28:56 main:574] : INFO : Epoch 1677 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2380.13 ms [2022-03-30 19:28:58 main:574] : INFO : Epoch 1678 | loss: 0.0312508 | val_loss: 0.0312525 | Time: 2367.35 ms [2022-03-30 19:29:01 main:574] : INFO : Epoch 1679 | loss: 0.031252 | val_loss: 0.0312514 | Time: 2632.52 ms [2022-03-30 19:29:03 main:574] : INFO : Epoch 1680 | loss: 0.0312511 | val_loss: 0.0312497 | Time: 2519.42 ms [2022-03-30 19:29:06 main:574] : INFO : Epoch 1681 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2380.29 ms [2022-03-30 19:29:08 main:574] : INFO : Epoch 1682 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 2361.37 ms [2022-03-30 19:29:11 main:574] : INFO : Epoch 1683 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2355.71 ms [2022-03-30 19:29:14 main:574] : INFO : Epoch 1684 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2917.54 ms [2022-03-30 19:29:16 main:574] : INFO : Epoch 1685 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2505.46 ms [2022-03-30 19:29:19 main:574] : INFO : Epoch 1686 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2372.81 ms [2022-03-30 19:29:21 main:574] : INFO : Epoch 1687 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 2373.62 ms [2022-03-30 19:29:24 main:574] : INFO : Epoch 1688 | loss: 0.0312514 | val_loss: 0.031252 | Time: 2971.59 ms [2022-03-30 19:29:27 main:574] : INFO : Epoch 1689 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2384.47 ms [2022-03-30 19:29:29 main:574] : INFO : Epoch 1690 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2473.87 ms [2022-03-30 19:29:32 main:574] : INFO : Epoch 1691 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2682.06 ms [2022-03-30 19:29:34 main:574] : INFO : Epoch 1692 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2362.92 ms [2022-03-30 19:29:37 main:574] : INFO : Epoch 1693 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2588.31 ms [2022-03-30 19:29:40 main:574] : INFO : Epoch 1694 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2582.03 ms [2022-03-30 19:29:42 main:574] : INFO : Epoch 1695 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 2558.47 ms [2022-03-30 19:29:45 main:574] : INFO : Epoch 1696 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 2365.58 ms [2022-03-30 19:29:47 main:574] : INFO : Epoch 1697 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2560.79 ms [2022-03-30 19:29:51 main:574] : INFO : Epoch 1698 | loss: 0.0312508 | val_loss: 0.0312496 | Time: 3110.5 ms [2022-03-30 19:29:53 main:574] : INFO : Epoch 1699 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2375.75 ms [2022-03-30 19:29:55 main:574] : INFO : Epoch 1700 | loss: 0.0312519 | val_loss: 0.0312498 | Time: 2372.22 ms [2022-03-30 19:29:58 main:574] : INFO : Epoch 1701 | loss: 0.0312514 | val_loss: 0.0312499 | Time: 2367.08 ms [2022-03-30 19:30:00 main:574] : INFO : Epoch 1702 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2372.97 ms [2022-03-30 19:30:03 main:574] : INFO : Epoch 1703 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2376.04 ms [2022-03-30 19:30:05 main:574] : INFO : Epoch 1704 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 2505.72 ms [2022-03-30 19:30:08 main:574] : INFO : Epoch 1705 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2353.3 ms [2022-03-30 19:30:10 main:574] : INFO : Epoch 1706 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2517.15 ms [2022-03-30 19:30:13 main:574] : INFO : Epoch 1707 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 2367.6 ms [2022-03-30 19:30:15 main:574] : INFO : Epoch 1708 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2378.1 ms [2022-03-30 19:30:18 main:574] : INFO : Epoch 1709 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2941.99 ms [2022-03-30 19:30:21 main:574] : INFO : Epoch 1710 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2474.38 ms [2022-03-30 19:30:23 main:574] : INFO : Epoch 1711 | loss: 0.0312503 | val_loss: 0.0312509 | Time: 2371.81 ms [2022-03-30 19:30:26 main:574] : INFO : Epoch 1712 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 2541.89 ms [2022-03-30 19:30:28 main:574] : INFO : Epoch 1713 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 2369.09 ms [2022-03-30 19:30:31 main:574] : INFO : Epoch 1714 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2503.16 ms [2022-03-30 19:30:33 main:574] : INFO : Epoch 1715 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2374.38 ms [2022-03-30 19:30:36 main:574] : INFO : Epoch 1716 | loss: 0.0312502 | val_loss: 0.031252 | Time: 2386.98 ms [2022-03-30 19:30:39 main:574] : INFO : Epoch 1717 | loss: 0.0312511 | val_loss: 0.0312497 | Time: 2957.08 ms [2022-03-30 19:30:41 main:574] : INFO : Epoch 1718 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2458.79 ms [2022-03-30 19:30:44 main:574] : INFO : Epoch 1719 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2368.65 ms [2022-03-30 19:30:46 main:574] : INFO : Epoch 1720 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2369.9 ms [2022-03-30 19:30:49 main:574] : INFO : Epoch 1721 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2369.77 ms [2022-03-30 19:30:51 main:574] : INFO : Epoch 1722 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 2553.98 ms [2022-03-30 19:30:54 main:574] : INFO : Epoch 1723 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2473 ms [2022-03-30 19:30:56 main:574] : INFO : Epoch 1724 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 2377.55 ms [2022-03-30 19:30:59 main:574] : INFO : Epoch 1725 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2573.64 ms [2022-03-30 19:31:01 main:574] : INFO : Epoch 1726 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2367.2 ms [2022-03-30 19:31:04 main:574] : INFO : Epoch 1727 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 2368.54 ms [2022-03-30 19:31:06 main:574] : INFO : Epoch 1728 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2371.06 ms [2022-03-30 19:31:09 main:574] : INFO : Epoch 1729 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2943.85 ms [2022-03-30 19:31:12 main:574] : INFO : Epoch 1730 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2490.12 ms [2022-03-30 19:31:14 main:574] : INFO : Epoch 1731 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2498.82 ms [2022-03-30 19:31:17 main:574] : INFO : Epoch 1732 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2368.21 ms [2022-03-30 19:31:19 main:574] : INFO : Epoch 1733 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2368.92 ms [2022-03-30 19:31:22 main:574] : INFO : Epoch 1734 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2548.68 ms [2022-03-30 19:31:24 main:574] : INFO : Epoch 1735 | loss: 0.03125 | val_loss: 0.0312512 | Time: 2368.33 ms [2022-03-30 19:31:27 main:574] : INFO : Epoch 1736 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 2481.27 ms [2022-03-30 19:31:29 main:574] : INFO : Epoch 1737 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 2363.05 ms [2022-03-30 19:31:32 main:574] : INFO : Epoch 1738 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 2360.32 ms [2022-03-30 19:31:34 main:574] : INFO : Epoch 1739 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2374.93 ms [2022-03-30 19:31:37 main:574] : INFO : Epoch 1740 | loss: 0.0312509 | val_loss: 0.0312501 | Time: 2350.86 ms [2022-03-30 19:31:39 main:574] : INFO : Epoch 1741 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2370.1 ms [2022-03-30 19:31:41 main:574] : INFO : Epoch 1742 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2475.39 ms [2022-03-30 19:31:44 main:574] : INFO : Epoch 1743 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2361.56 ms [2022-03-30 19:31:47 main:574] : INFO : Epoch 1744 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 3025.12 ms [2022-03-30 19:31:49 main:574] : INFO : Epoch 1745 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2370.09 ms [2022-03-30 19:31:52 main:574] : INFO : Epoch 1746 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2377.18 ms [2022-03-30 19:31:54 main:574] : INFO : Epoch 1747 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2380.3 ms [2022-03-30 19:31:57 main:574] : INFO : Epoch 1748 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2377.69 ms [2022-03-30 19:31:59 main:574] : INFO : Epoch 1749 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2459.66 ms [2022-03-30 19:32:02 main:574] : INFO : Epoch 1750 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2363.66 ms [2022-03-30 19:32:04 main:574] : INFO : Epoch 1751 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2371.43 ms [2022-03-30 19:32:07 main:574] : INFO : Epoch 1752 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2364.78 ms [2022-03-30 19:32:09 main:574] : INFO : Epoch 1753 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2375.29 ms [2022-03-30 19:32:12 main:574] : INFO : Epoch 1754 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2949.08 ms [2022-03-30 19:32:15 main:574] : INFO : Epoch 1755 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2471.81 ms [2022-03-30 19:32:17 main:574] : INFO : Epoch 1756 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2377.73 ms [2022-03-30 19:32:19 main:574] : INFO : Epoch 1757 | loss: 0.0312506 | val_loss: 0.0312537 | Time: 2367.53 ms [2022-03-30 19:32:22 main:574] : INFO : Epoch 1758 | loss: 0.0312513 | val_loss: 0.0312496 | Time: 2372.34 ms [2022-03-30 19:32:25 main:574] : INFO : Epoch 1759 | loss: 0.031251 | val_loss: 0.0312554 | Time: 2932.95 ms [2022-03-30 19:32:27 main:574] : INFO : Epoch 1760 | loss: 0.0312512 | val_loss: 0.0312499 | Time: 2360.6 ms [2022-03-30 19:32:30 main:574] : INFO : Epoch 1761 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2382.94 ms [2022-03-30 19:32:32 main:574] : INFO : Epoch 1762 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2501.11 ms [2022-03-30 19:32:35 main:574] : INFO : Epoch 1763 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 2370.71 ms [2022-03-30 19:32:37 main:574] : INFO : Epoch 1764 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2373.61 ms [2022-03-30 19:32:40 main:574] : INFO : Epoch 1765 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2478.83 ms [2022-03-30 19:32:42 main:574] : INFO : Epoch 1766 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2373.17 ms [2022-03-30 19:32:45 main:574] : INFO : Epoch 1767 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 2372 ms [2022-03-30 19:32:47 main:574] : INFO : Epoch 1768 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2699.89 ms [2022-03-30 19:32:50 main:574] : INFO : Epoch 1769 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2373.7 ms [2022-03-30 19:32:52 main:574] : INFO : Epoch 1770 | loss: 0.0312502 | val_loss: 0.0312496 | Time: 2376.21 ms [2022-03-30 19:32:55 main:574] : INFO : Epoch 1771 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2366.99 ms [2022-03-30 19:32:57 main:574] : INFO : Epoch 1772 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2373.1 ms [2022-03-30 19:33:00 main:574] : INFO : Epoch 1773 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 2365.73 ms [2022-03-30 19:33:02 main:574] : INFO : Epoch 1774 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2366.75 ms [2022-03-30 19:33:04 main:574] : INFO : Epoch 1775 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 2447.95 ms [2022-03-30 19:33:07 main:574] : INFO : Epoch 1776 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 2377.96 ms [2022-03-30 19:33:09 main:574] : INFO : Epoch 1777 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2459.26 ms [2022-03-30 19:33:13 main:574] : INFO : Epoch 1778 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 3016.92 ms [2022-03-30 19:33:15 main:574] : INFO : Epoch 1779 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2535.05 ms [2022-03-30 19:33:18 main:574] : INFO : Epoch 1780 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2508.53 ms [2022-03-30 19:33:20 main:574] : INFO : Epoch 1781 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 2476.63 ms [2022-03-30 19:33:23 main:574] : INFO : Epoch 1782 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2362.9 ms [2022-03-30 19:33:25 main:574] : INFO : Epoch 1783 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2584.43 ms [2022-03-30 19:33:28 main:574] : INFO : Epoch 1784 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2369.34 ms [2022-03-30 19:33:30 main:574] : INFO : Epoch 1785 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 2376.51 ms [2022-03-30 19:33:33 main:574] : INFO : Epoch 1786 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2574.51 ms [2022-03-30 19:33:35 main:574] : INFO : Epoch 1787 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2467 ms [2022-03-30 19:33:38 main:574] : INFO : Epoch 1788 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2368.7 ms [2022-03-30 19:33:40 main:574] : INFO : Epoch 1789 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2386.39 ms [2022-03-30 19:33:43 main:574] : INFO : Epoch 1790 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2364.34 ms [2022-03-30 19:33:45 main:574] : INFO : Epoch 1791 | loss: 0.031251 | val_loss: 0.0312533 | Time: 2611.2 ms [2022-03-30 19:33:48 main:574] : INFO : Epoch 1792 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 2365.24 ms [2022-03-30 19:33:50 main:574] : INFO : Epoch 1793 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2419.6 ms [2022-03-30 19:33:53 main:574] : INFO : Epoch 1794 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2386.09 ms [2022-03-30 19:33:55 main:574] : INFO : Epoch 1795 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2486.49 ms [2022-03-30 19:33:58 main:574] : INFO : Epoch 1796 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 2553.8 ms [2022-03-30 19:34:00 main:574] : INFO : Epoch 1797 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 2364.98 ms [2022-03-30 19:34:03 main:574] : INFO : Epoch 1798 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2946.45 ms [2022-03-30 19:34:06 main:574] : INFO : Epoch 1799 | loss: 0.0312509 | val_loss: 0.0312521 | Time: 2371.8 ms [2022-03-30 19:34:08 main:574] : INFO : Epoch 1800 | loss: 0.031251 | val_loss: 0.0312496 | Time: 2506.54 ms [2022-03-30 19:34:11 main:574] : INFO : Epoch 1801 | loss: 0.0312501 | val_loss: 0.0312568 | Time: 2532.67 ms [2022-03-30 19:34:13 main:574] : INFO : Epoch 1802 | loss: 0.0312524 | val_loss: 0.0312529 | Time: 2372.21 ms [2022-03-30 19:34:16 main:574] : INFO : Epoch 1803 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 2372.57 ms [2022-03-30 19:34:19 main:574] : INFO : Epoch 1804 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2946.69 ms [2022-03-30 19:34:21 main:574] : INFO : Epoch 1805 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2598.9 ms [2022-03-30 19:34:24 main:574] : INFO : Epoch 1806 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2495.62 ms [2022-03-30 19:34:26 main:574] : INFO : Epoch 1807 | loss: 0.031251 | val_loss: 0.0312505 | Time: 2376.28 ms [2022-03-30 19:34:29 main:574] : INFO : Epoch 1808 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 2374.17 ms [2022-03-30 19:34:31 main:574] : INFO : Epoch 1809 | loss: 0.0312496 | val_loss: 0.0312514 | Time: 2557.53 ms [2022-03-30 19:34:34 main:574] : INFO : Epoch 1810 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2374.33 ms [2022-03-30 19:34:36 main:574] : INFO : Epoch 1811 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2372.08 ms [2022-03-30 19:34:39 main:574] : INFO : Epoch 1812 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2371.18 ms [2022-03-30 19:34:41 main:574] : INFO : Epoch 1813 | loss: 0.0312604 | val_loss: 0.0312562 | Time: 2574.48 ms [2022-03-30 19:34:44 main:574] : INFO : Epoch 1814 | loss: 0.0312698 | val_loss: 0.0312694 | Time: 2367.22 ms [2022-03-30 19:34:46 main:574] : INFO : Epoch 1815 | loss: 0.0312681 | val_loss: 0.031256 | Time: 2378.28 ms [2022-03-30 19:34:49 main:574] : INFO : Epoch 1816 | loss: 0.0312525 | val_loss: 0.0312508 | Time: 2374.81 ms [2022-03-30 19:34:51 main:574] : INFO : Epoch 1817 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2367.89 ms [2022-03-30 19:34:53 main:574] : INFO : Epoch 1818 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2352.45 ms [2022-03-30 19:34:57 main:574] : INFO : Epoch 1819 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 3306.57 ms [2022-03-30 19:34:59 main:574] : INFO : Epoch 1820 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 2371.32 ms [2022-03-30 19:35:02 main:574] : INFO : Epoch 1821 | loss: 0.0312515 | val_loss: 0.0312498 | Time: 2383.72 ms [2022-03-30 19:35:04 main:574] : INFO : Epoch 1822 | loss: 0.0312513 | val_loss: 0.0312534 | Time: 2376.33 ms [2022-03-30 19:35:07 main:574] : INFO : Epoch 1823 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 2370.69 ms [2022-03-30 19:35:09 main:574] : INFO : Epoch 1824 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2377.12 ms [2022-03-30 19:35:12 main:574] : INFO : Epoch 1825 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2399.92 ms [2022-03-30 19:35:14 main:574] : INFO : Epoch 1826 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2442.82 ms [2022-03-30 19:35:16 main:574] : INFO : Epoch 1827 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2385.93 ms [2022-03-30 19:35:19 main:574] : INFO : Epoch 1828 | loss: 0.0312516 | val_loss: 0.0312525 | Time: 2373.04 ms [2022-03-30 19:35:22 main:574] : INFO : Epoch 1829 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 2523.55 ms [2022-03-30 19:35:24 main:574] : INFO : Epoch 1830 | loss: 0.0312507 | val_loss: 0.0312509 | Time: 2581.58 ms [2022-03-30 19:35:27 main:574] : INFO : Epoch 1831 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2374.05 ms [2022-03-30 19:35:29 main:574] : INFO : Epoch 1832 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2454.89 ms [2022-03-30 19:35:32 main:574] : INFO : Epoch 1833 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2975.66 ms [2022-03-30 19:35:35 main:574] : INFO : Epoch 1834 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2367.68 ms [2022-03-30 19:35:37 main:574] : INFO : Epoch 1835 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2508.99 ms [2022-03-30 19:35:40 main:574] : INFO : Epoch 1836 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2381.35 ms [2022-03-30 19:35:42 main:574] : INFO : Epoch 1837 | loss: 0.0312495 | val_loss: 0.0312499 | Time: 2370.21 ms [2022-03-30 19:35:45 main:574] : INFO : Epoch 1838 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2531.61 ms [2022-03-30 19:35:47 main:574] : INFO : Epoch 1839 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2375.8 ms [2022-03-30 19:35:49 main:574] : INFO : Epoch 1840 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2378 ms [2022-03-30 19:35:52 main:574] : INFO : Epoch 1841 | loss: 0.0312495 | val_loss: 0.0312495 | Time: 2375.8 ms [2022-03-30 19:35:54 main:574] : INFO : Epoch 1842 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2368.49 ms [2022-03-30 19:35:57 main:574] : INFO : Epoch 1843 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2372.58 ms [2022-03-30 19:35:59 main:574] : INFO : Epoch 1844 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2366.18 ms [2022-03-30 19:36:02 main:574] : INFO : Epoch 1845 | loss: 0.0312517 | val_loss: 0.0312516 | Time: 3056.09 ms [2022-03-30 19:36:05 main:574] : INFO : Epoch 1846 | loss: 0.03125 | val_loss: 0.0312506 | Time: 2534.22 ms [2022-03-30 19:36:07 main:574] : INFO : Epoch 1847 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2374.53 ms [2022-03-30 19:36:10 main:574] : INFO : Epoch 1848 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2508.94 ms [2022-03-30 19:36:12 main:574] : INFO : Epoch 1849 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2357.43 ms [2022-03-30 19:36:15 main:574] : INFO : Epoch 1850 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 2510.75 ms [2022-03-30 19:36:18 main:574] : INFO : Epoch 1851 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 2504.13 ms [2022-03-30 19:36:20 main:574] : INFO : Epoch 1852 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2369.67 ms [2022-03-30 19:36:23 main:574] : INFO : Epoch 1853 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2970.05 ms [2022-03-30 19:36:25 main:574] : INFO : Epoch 1854 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 2371.69 ms [2022-03-30 19:36:28 main:574] : INFO : Epoch 1855 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2372.83 ms [2022-03-30 19:36:30 main:574] : INFO : Epoch 1856 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2376.25 ms [2022-03-30 19:36:33 main:574] : INFO : Epoch 1857 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2379.11 ms [2022-03-30 19:36:36 main:574] : INFO : Epoch 1858 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2977.12 ms [2022-03-30 19:36:38 main:574] : INFO : Epoch 1859 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2468.73 ms [2022-03-30 19:36:41 main:574] : INFO : Epoch 1860 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2352.1 ms [2022-03-30 19:36:43 main:574] : INFO : Epoch 1861 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2370.53 ms [2022-03-30 19:36:46 main:574] : INFO : Epoch 1862 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2529.69 ms [2022-03-30 19:36:48 main:574] : INFO : Epoch 1863 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2367.13 ms [2022-03-30 19:36:51 main:574] : INFO : Epoch 1864 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2483.07 ms [2022-03-30 19:36:53 main:574] : INFO : Epoch 1865 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2632.13 ms [2022-03-30 19:36:56 main:574] : INFO : Epoch 1866 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2663.09 ms [2022-03-30 19:36:59 main:574] : INFO : Epoch 1867 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 2378.8 ms [2022-03-30 19:37:01 main:574] : INFO : Epoch 1868 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 2507.89 ms [2022-03-30 19:37:04 main:574] : INFO : Epoch 1869 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 2375.96 ms [2022-03-30 19:37:06 main:574] : INFO : Epoch 1870 | loss: 0.031251 | val_loss: 0.0312516 | Time: 2475.25 ms [2022-03-30 19:37:09 main:574] : INFO : Epoch 1871 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2367.89 ms [2022-03-30 19:37:11 main:574] : INFO : Epoch 1872 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 2355.86 ms [2022-03-30 19:37:14 main:574] : INFO : Epoch 1873 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 2369.93 ms [2022-03-30 19:37:16 main:574] : INFO : Epoch 1874 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2372.16 ms [2022-03-30 19:37:18 main:574] : INFO : Epoch 1875 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2360.2 ms [2022-03-30 19:37:21 main:574] : INFO : Epoch 1876 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2355.8 ms [2022-03-30 19:37:24 main:574] : INFO : Epoch 1877 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 2655.48 ms [2022-03-30 19:37:26 main:574] : INFO : Epoch 1878 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2386.06 ms [2022-03-30 19:37:28 main:574] : INFO : Epoch 1879 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2363.44 ms [2022-03-30 19:37:31 main:574] : INFO : Epoch 1880 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 2598.64 ms [2022-03-30 19:37:34 main:574] : INFO : Epoch 1881 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 3116.71 ms [2022-03-30 19:37:37 main:574] : INFO : Epoch 1882 | loss: 0.031251 | val_loss: 0.0312496 | Time: 2381.37 ms [2022-03-30 19:37:39 main:574] : INFO : Epoch 1883 | loss: 0.0312512 | val_loss: 0.0312519 | Time: 2468.96 ms [2022-03-30 19:37:42 main:574] : INFO : Epoch 1884 | loss: 0.031251 | val_loss: 0.0312515 | Time: 2379.97 ms [2022-03-30 19:37:44 main:574] : INFO : Epoch 1885 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 2370.45 ms [2022-03-30 19:37:47 main:574] : INFO : Epoch 1886 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2364.18 ms [2022-03-30 19:37:49 main:574] : INFO : Epoch 1887 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2369.85 ms [2022-03-30 19:37:51 main:574] : INFO : Epoch 1888 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2374.32 ms [2022-03-30 19:37:54 main:574] : INFO : Epoch 1889 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2370.83 ms [2022-03-30 19:37:56 main:574] : INFO : Epoch 1890 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2481.23 ms [2022-03-30 19:37:59 main:574] : INFO : Epoch 1891 | loss: 0.03125 | val_loss: 0.03125 | Time: 2358.71 ms [2022-03-30 19:38:01 main:574] : INFO : Epoch 1892 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2541.07 ms [2022-03-30 19:38:04 main:574] : INFO : Epoch 1893 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2362.48 ms [2022-03-30 19:38:06 main:574] : INFO : Epoch 1894 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2360.67 ms [2022-03-30 19:38:09 main:574] : INFO : Epoch 1895 | loss: 0.0312508 | val_loss: 0.0312497 | Time: 2371.95 ms [2022-03-30 19:38:11 main:574] : INFO : Epoch 1896 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2449.72 ms [2022-03-30 19:38:14 main:574] : INFO : Epoch 1897 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2367.16 ms [2022-03-30 19:38:16 main:574] : INFO : Epoch 1898 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2365.13 ms [2022-03-30 19:38:19 main:574] : INFO : Epoch 1899 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 2950.79 ms [2022-03-30 19:38:21 main:574] : INFO : Epoch 1900 | loss: 0.0312496 | val_loss: 0.0312496 | Time: 2371.54 ms [2022-03-30 19:38:24 main:574] : INFO : Epoch 1901 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2372.61 ms [2022-03-30 19:38:27 main:574] : INFO : Epoch 1902 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2983.02 ms [2022-03-30 19:38:30 main:574] : INFO : Epoch 1903 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2523.37 ms [2022-03-30 19:38:32 main:574] : INFO : Epoch 1904 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 2368.24 ms [2022-03-30 19:38:34 main:574] : INFO : Epoch 1905 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2368.44 ms [2022-03-30 19:38:37 main:574] : INFO : Epoch 1906 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2376.03 ms [2022-03-30 19:38:39 main:574] : INFO : Epoch 1907 | loss: 0.0312496 | val_loss: 0.0312508 | Time: 2374.21 ms [2022-03-30 19:38:42 main:574] : INFO : Epoch 1908 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 2575.63 ms [2022-03-30 19:38:45 main:574] : INFO : Epoch 1909 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 2673.27 ms [2022-03-30 19:38:47 main:574] : INFO : Epoch 1910 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2519.33 ms [2022-03-30 19:38:50 main:574] : INFO : Epoch 1911 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2370.06 ms [2022-03-30 19:38:52 main:574] : INFO : Epoch 1912 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2471.48 ms [2022-03-30 19:38:55 main:574] : INFO : Epoch 1913 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2960.16 ms [2022-03-30 19:38:58 main:574] : INFO : Epoch 1914 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2536.35 ms [2022-03-30 19:39:01 main:574] : INFO : Epoch 1915 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 2526.65 ms [2022-03-30 19:39:03 main:574] : INFO : Epoch 1916 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2389.71 ms [2022-03-30 19:39:05 main:574] : INFO : Epoch 1917 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2387.87 ms [2022-03-30 19:39:08 main:574] : INFO : Epoch 1918 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 2482.28 ms [2022-03-30 19:39:11 main:574] : INFO : Epoch 1919 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 2538.38 ms [2022-03-30 19:39:14 main:574] : INFO : Epoch 1920 | loss: 0.0312506 | val_loss: 0.0312517 | Time: 2930.56 ms [2022-03-30 19:39:16 main:574] : INFO : Epoch 1921 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2379.62 ms [2022-03-30 19:39:19 main:574] : INFO : Epoch 1922 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 2526.66 ms [2022-03-30 19:39:21 main:574] : INFO : Epoch 1923 | loss: 0.0312506 | val_loss: 0.0312495 | Time: 2375.39 ms [2022-03-30 19:39:24 main:574] : INFO : Epoch 1924 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2497.61 ms [2022-03-30 19:39:26 main:574] : INFO : Epoch 1925 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2367.56 ms [2022-03-30 19:39:29 main:574] : INFO : Epoch 1926 | loss: 0.0312508 | val_loss: 0.0312495 | Time: 3158.61 ms [2022-03-30 19:39:32 main:574] : INFO : Epoch 1927 | loss: 0.0312509 | val_loss: 0.03125 | Time: 2357.44 ms [2022-03-30 19:39:34 main:574] : INFO : Epoch 1928 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 2487.62 ms [2022-03-30 19:39:37 main:574] : INFO : Epoch 1929 | loss: 0.0312504 | val_loss: 0.0312498 | Time: 2362.96 ms [2022-03-30 19:39:40 main:574] : INFO : Epoch 1930 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2940.53 ms [2022-03-30 19:39:42 main:574] : INFO : Epoch 1931 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2385.17 ms [2022-03-30 19:39:45 main:574] : INFO : Epoch 1932 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2396.12 ms [2022-03-30 19:39:47 main:574] : INFO : Epoch 1933 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2387.24 ms [2022-03-30 19:39:50 main:574] : INFO : Epoch 1934 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2473.35 ms [2022-03-30 19:39:52 main:574] : INFO : Epoch 1935 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2371.86 ms [2022-03-30 19:39:55 main:574] : INFO : Epoch 1936 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2372.35 ms [2022-03-30 19:39:57 main:574] : INFO : Epoch 1937 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2383.81 ms [2022-03-30 19:39:59 main:574] : INFO : Epoch 1938 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2380.86 ms [2022-03-30 19:40:02 main:574] : INFO : Epoch 1939 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2365.71 ms [2022-03-30 19:40:04 main:574] : INFO : Epoch 1940 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2382.18 ms [2022-03-30 19:40:07 main:574] : INFO : Epoch 1941 | loss: 0.0312501 | val_loss: 0.0312496 | Time: 2616.7 ms [2022-03-30 19:40:10 main:574] : INFO : Epoch 1942 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2496.04 ms [2022-03-30 19:40:12 main:574] : INFO : Epoch 1943 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2562.98 ms [2022-03-30 19:40:15 main:574] : INFO : Epoch 1944 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2377.09 ms [2022-03-30 19:40:18 main:574] : INFO : Epoch 1945 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 2986.24 ms [2022-03-30 19:40:20 main:574] : INFO : Epoch 1946 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 2591.49 ms [2022-03-30 19:40:23 main:574] : INFO : Epoch 1947 | loss: 0.0312496 | val_loss: 0.0312495 | Time: 2508.92 ms [2022-03-30 19:40:26 main:574] : INFO : Epoch 1948 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2544.64 ms [2022-03-30 19:40:28 main:574] : INFO : Epoch 1949 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 2364.33 ms [2022-03-30 19:40:30 main:574] : INFO : Epoch 1950 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 2373.7 ms [2022-03-30 19:40:33 main:574] : INFO : Epoch 1951 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2374.99 ms [2022-03-30 19:40:35 main:574] : INFO : Epoch 1952 | loss: 0.0312511 | val_loss: 0.0312507 | Time: 2379.85 ms [2022-03-30 19:40:38 main:574] : INFO : Epoch 1953 | loss: 0.0312514 | val_loss: 0.0312545 | Time: 2466.71 ms [2022-03-30 19:40:40 main:574] : INFO : Epoch 1954 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2363.6 ms [2022-03-30 19:40:43 main:574] : INFO : Epoch 1955 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 2359.91 ms [2022-03-30 19:40:45 main:574] : INFO : Epoch 1956 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 2376.43 ms [2022-03-30 19:40:48 main:574] : INFO : Epoch 1957 | loss: 0.0312505 | val_loss: 0.0312497 | Time: 2477.16 ms [2022-03-30 19:40:50 main:574] : INFO : Epoch 1958 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2376.45 ms [2022-03-30 19:40:53 main:574] : INFO : Epoch 1959 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2366.35 ms [2022-03-30 19:40:55 main:574] : INFO : Epoch 1960 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 2687.55 ms [2022-03-30 19:40:59 main:574] : INFO : Epoch 1961 | loss: 0.0312499 | val_loss: 0.0312495 | Time: 3181.64 ms [2022-03-30 19:41:01 main:574] : INFO : Epoch 1962 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2459.96 ms [2022-03-30 19:41:04 main:574] : INFO : Epoch 1963 | loss: 0.0312497 | val_loss: 0.0312512 | Time: 2860.11 ms [2022-03-30 19:41:07 main:574] : INFO : Epoch 1964 | loss: 0.0312505 | val_loss: 0.0312495 | Time: 2380.7 ms [2022-03-30 19:41:09 main:574] : INFO : Epoch 1965 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2374.27 ms [2022-03-30 19:41:12 main:574] : INFO : Epoch 1966 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2623.77 ms [2022-03-30 19:41:14 main:574] : INFO : Epoch 1967 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2381.7 ms [2022-03-30 19:41:17 main:574] : INFO : Epoch 1968 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2364.95 ms [2022-03-30 19:41:19 main:574] : INFO : Epoch 1969 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2578.58 ms [2022-03-30 19:41:22 main:574] : INFO : Epoch 1970 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2355.71 ms [2022-03-30 19:41:24 main:574] : INFO : Epoch 1971 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2375.73 ms [2022-03-30 19:41:27 main:574] : INFO : Epoch 1972 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2403.24 ms [2022-03-30 19:41:29 main:574] : INFO : Epoch 1973 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2484.83 ms [2022-03-30 19:41:32 main:574] : INFO : Epoch 1974 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 2966.77 ms [2022-03-30 19:41:35 main:574] : INFO : Epoch 1975 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2364.19 ms [2022-03-30 19:41:37 main:574] : INFO : Epoch 1976 | loss: 0.0312512 | val_loss: 0.0312539 | Time: 2478.71 ms [2022-03-30 19:41:40 main:574] : INFO : Epoch 1977 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 3064.61 ms [2022-03-30 19:41:43 main:574] : INFO : Epoch 1978 | loss: 0.0312506 | val_loss: 0.0312497 | Time: 2387.55 ms [2022-03-30 19:41:45 main:574] : INFO : Epoch 1979 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 2482.57 ms [2022-03-30 19:41:48 main:574] : INFO : Epoch 1980 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2372.24 ms [2022-03-30 19:41:50 main:574] : INFO : Epoch 1981 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 2512.59 ms [2022-03-30 19:41:53 main:574] : INFO : Epoch 1982 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2387.94 ms [2022-03-30 19:41:56 main:574] : INFO : Epoch 1983 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2939.91 ms [2022-03-30 19:41:58 main:574] : INFO : Epoch 1984 | loss: 0.03125 | val_loss: 0.0312531 | Time: 2512.64 ms [2022-03-30 19:42:01 main:574] : INFO : Epoch 1985 | loss: 0.0312512 | val_loss: 0.0312505 | Time: 2659.6 ms [2022-03-30 19:42:03 main:574] : INFO : Epoch 1986 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 2369.52 ms [2022-03-30 19:42:06 main:574] : INFO : Epoch 1987 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2368.66 ms [2022-03-30 19:42:08 main:574] : INFO : Epoch 1988 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2358.06 ms [2022-03-30 19:42:12 main:574] : INFO : Epoch 1989 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 3174.65 ms [2022-03-30 19:42:14 main:574] : INFO : Epoch 1990 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2380.42 ms [2022-03-30 19:42:16 main:574] : INFO : Epoch 1991 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2372.39 ms [2022-03-30 19:42:19 main:574] : INFO : Epoch 1992 | loss: 0.0312504 | val_loss: 0.0312496 | Time: 2514.86 ms [2022-03-30 19:42:21 main:574] : INFO : Epoch 1993 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2372.65 ms [2022-03-30 19:42:24 main:574] : INFO : Epoch 1994 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2366.86 ms [2022-03-30 19:42:27 main:574] : INFO : Epoch 1995 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2525.7 ms [2022-03-30 19:42:29 main:574] : INFO : Epoch 1996 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2370.53 ms [2022-03-30 19:42:31 main:574] : INFO : Epoch 1997 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 2366.04 ms [2022-03-30 19:42:34 main:574] : INFO : Epoch 1998 | loss: 0.0312511 | val_loss: 0.0312496 | Time: 2491.5 ms [2022-03-30 19:42:37 main:574] : INFO : Epoch 1999 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2506.05 ms [2022-03-30 19:42:39 main:574] : INFO : Epoch 2000 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2362.52 ms [2022-03-30 19:42:42 main:574] : INFO : Epoch 2001 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2495.78 ms [2022-03-30 19:42:44 main:574] : INFO : Epoch 2002 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2382.3 ms [2022-03-30 19:42:46 main:574] : INFO : Epoch 2003 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 2367.12 ms [2022-03-30 19:42:49 main:574] : INFO : Epoch 2004 | loss: 0.0312524 | val_loss: 0.0312534 | Time: 2480.54 ms [2022-03-30 19:42:51 main:574] : INFO : Epoch 2005 | loss: 0.0312707 | val_loss: 0.0312612 | Time: 2363.27 ms [2022-03-30 19:42:54 main:574] : INFO : Epoch 2006 | loss: 0.0312613 | val_loss: 0.0312513 | Time: 2366.96 ms [2022-03-30 19:42:56 main:574] : INFO : Epoch 2007 | loss: 0.0312522 | val_loss: 0.0312514 | Time: 2365.31 ms [2022-03-30 19:42:59 main:574] : INFO : Epoch 2008 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 2378.52 ms [2022-03-30 19:43:02 main:574] : INFO : Epoch 2009 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 3064.29 ms [2022-03-30 19:43:04 main:574] : INFO : Epoch 2010 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2373.11 ms [2022-03-30 19:43:07 main:574] : INFO : Epoch 2011 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 3067.34 ms [2022-03-30 19:43:10 main:574] : INFO : Epoch 2012 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2521.74 ms [2022-03-30 19:43:12 main:574] : INFO : Epoch 2013 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 2357.46 ms [2022-03-30 19:43:15 main:574] : INFO : Epoch 2014 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2374.71 ms [2022-03-30 19:43:17 main:574] : INFO : Epoch 2015 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2369.8 ms [2022-03-30 19:43:20 main:574] : INFO : Epoch 2016 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2374.58 ms [2022-03-30 19:43:22 main:574] : INFO : Epoch 2017 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2706.53 ms [2022-03-30 19:43:25 main:574] : INFO : Epoch 2018 | loss: 0.0312497 | val_loss: 0.0312496 | Time: 2485.21 ms [2022-03-30 19:43:27 main:574] : INFO : Epoch 2019 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2368.82 ms [2022-03-30 19:43:30 main:574] : INFO : Epoch 2020 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 2373.54 ms [2022-03-30 19:43:32 main:574] : INFO : Epoch 2021 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2364.85 ms [2022-03-30 19:43:35 main:574] : INFO : Epoch 2022 | loss: 0.0312502 | val_loss: 0.0312497 | Time: 2355.85 ms [2022-03-30 19:43:37 main:574] : INFO : Epoch 2023 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2363.03 ms [2022-03-30 19:43:40 main:574] : INFO : Epoch 2024 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2591.61 ms [2022-03-30 19:43:42 main:574] : INFO : Epoch 2025 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2365.03 ms [2022-03-30 19:43:45 main:574] : INFO : Epoch 2026 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 2651.82 ms [2022-03-30 19:43:48 main:574] : INFO : Epoch 2027 | loss: 0.0312498 | val_loss: 0.0312495 | Time: 2626.55 ms [2022-03-30 19:43:50 main:574] : INFO : Epoch 2028 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2382.11 ms [2022-03-30 19:43:53 main:574] : INFO : Epoch 2029 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2933.53 ms [2022-03-30 19:43:56 main:574] : INFO : Epoch 2030 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2701.38 ms [2022-03-30 19:43:58 main:574] : INFO : Epoch 2031 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2372.31 ms [2022-03-30 19:44:01 main:574] : INFO : Epoch 2032 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2368.42 ms [2022-03-30 19:44:03 main:574] : INFO : Epoch 2033 | loss: 0.0312498 | val_loss: 0.0312496 | Time: 2367.44 ms [2022-03-30 19:44:06 main:574] : INFO : Epoch 2034 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2523.99 ms [2022-03-30 19:44:08 main:574] : INFO : Epoch 2035 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2376.88 ms [2022-03-30 19:44:11 main:574] : INFO : Epoch 2036 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2600.21 ms [2022-03-30 19:44:13 main:574] : INFO : Epoch 2037 | loss: 0.0312499 | val_loss: 0.0312509 | Time: 2369.7 ms [2022-03-30 19:44:16 main:574] : INFO : Epoch 2038 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 2369.21 ms [2022-03-30 19:44:18 main:574] : INFO : Epoch 2039 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 2369.26 ms [2022-03-30 19:44:21 main:574] : INFO : Epoch 2040 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2357.04 ms [2022-03-30 19:44:24 main:574] : INFO : Epoch 2041 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 3162.36 ms [2022-03-30 19:44:26 main:574] : INFO : Epoch 2042 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2369.09 ms [2022-03-30 19:44:29 main:574] : INFO : Epoch 2043 | loss: 0.031251 | val_loss: 0.0312501 | Time: 2479.14 ms [2022-03-30 19:44:31 main:574] : INFO : Epoch 2044 | loss: 0.03125 | val_loss: 0.0312495 | Time: 2497.59 ms [2022-03-30 19:44:34 main:574] : INFO : Epoch 2045 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 2369 ms [2022-03-30 19:44:36 main:574] : INFO : Epoch 2046 | loss: 0.0312502 | val_loss: 0.0312518 | Time: 2368.35 ms [2022-03-30 19:44:39 main:574] : INFO : Epoch 2047 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 2546.36 ms [2022-03-30 19:44:41 main:574] : INFO : Epoch 2048 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 2363.72 ms [2022-03-30 19:44:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312497 [2022-03-30 19:44:41 main:603] : INFO : Saving end state to config to file [2022-03-30 19:44:41 main:608] : INFO : Success, exiting.. 19:44:42 (7400): 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)