Task 3772201
| Name | ParityModified-1609262600-1598-3_1 |
| Workunit | 1927611 |
| Created | 22 Jan 2021, 7:09:23 UTC |
| Sent | 22 Jan 2021, 7:52:46 UTC |
| Report deadline | 29 Jan 2021, 7:52:46 UTC |
| Received | 22 Jan 2021, 10:04:47 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2875 |
| Run time | 1 hours 27 min 13 sec |
| CPU time | 1 hours 16 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.87 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.68 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 8:59 main:574] : INFO : Epoch 1542 | loss: 0.0312471 | val_loss: 0.0312443 | Time: 2469.92 ms [2021-01-22 01:09:02 main:574] : INFO : Epoch 1543 | loss: 0.0312463 | val_loss: 0.031246 | Time: 2591.06 ms [2021-01-22 01:09:05 main:574] : INFO : Epoch 1544 | loss: 0.0312482 | val_loss: 0.031249 | Time: 2541.96 ms [2021-01-22 01:09:07 main:574] : INFO : Epoch 1545 | loss: 0.031247 | val_loss: 0.0312435 | Time: 2566.87 ms [2021-01-22 01:09:10 main:574] : INFO : Epoch 1546 | loss: 0.0312461 | val_loss: 0.0312444 | Time: 2433.34 ms [2021-01-22 01:09:12 main:574] : INFO : Epoch 1547 | loss: 0.0312461 | val_loss: 0.0312435 | Time: 2457.23 ms [2021-01-22 01:09:15 main:574] : INFO : Epoch 1548 | loss: 0.0312462 | val_loss: 0.0312455 | Time: 2516.01 ms [2021-01-22 01:09:17 main:574] : INFO : Epoch 1549 | loss: 0.0312475 | val_loss: 0.0312455 | Time: 2515.76 ms [2021-01-22 01:09:20 main:574] : INFO : Epoch 1550 | loss: 0.0312463 | val_loss: 0.0312435 | Time: 2512.02 ms [2021-01-22 01:09:22 main:574] : INFO : Epoch 1551 | loss: 0.0312461 | val_loss: 0.0312438 | Time: 2512.67 ms [2021-01-22 01:09:25 main:574] : INFO : Epoch 1552 | loss: 0.0312461 | val_loss: 0.0312436 | Time: 2535.59 ms [2021-01-22 01:09:28 main:574] : INFO : Epoch 1553 | loss: 0.0312466 | val_loss: 0.0312445 | Time: 2475.61 ms [2021-01-22 01:09:30 main:574] : INFO : Epoch 1554 | loss: 0.0312466 | val_loss: 0.0312451 | Time: 2491.54 ms [2021-01-22 01:09:33 main:574] : INFO : Epoch 1555 | loss: 0.0312466 | val_loss: 0.0312435 | Time: 2553.37 ms [2021-01-22 01:09:35 main:574] : INFO : Epoch 1556 | loss: 0.0312462 | val_loss: 0.0312448 | Time: 2597.41 ms [2021-01-22 01:09:38 main:574] : INFO : Epoch 1557 | loss: 0.0312466 | val_loss: 0.0312442 | Time: 2530.96 ms [2021-01-22 01:09:40 main:574] : INFO : Epoch 1558 | loss: 0.0312459 | val_loss: 0.031244 | Time: 2462.58 ms [2021-01-22 01:09:43 main:574] : INFO : Epoch 1559 | loss: 0.0312465 | val_loss: 0.0312451 | Time: 2641.7 ms [2021-01-22 01:09:46 main:574] : INFO : Epoch 1560 | loss: 0.0312469 | val_loss: 0.0312441 | Time: 2511.49 ms [2021-01-22 01:09:48 main:574] : INFO : Epoch 1561 | loss: 0.0312465 | val_loss: 0.0312472 | Time: 2544.5 ms [2021-01-22 01:09:51 main:574] : INFO : Epoch 1562 | loss: 0.0312468 | val_loss: 0.0312434 | Time: 2619.89 ms [2021-01-22 01:09:54 main:574] : INFO : Epoch 1563 | loss: 0.0312461 | val_loss: 0.0312443 | Time: 2495.95 ms [2021-01-22 01:09:56 main:574] : INFO : Epoch 1564 | loss: 0.0312463 | val_loss: 0.0312444 | Time: 2448.75 ms [2021-01-22 01:09:59 main:574] : INFO : Epoch 1565 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 2495.52 ms [2021-01-22 01:10:01 main:574] : INFO : Epoch 1566 | loss: 0.0312467 | val_loss: 0.0312441 | Time: 2554.71 ms [2021-01-22 01:10:04 main:574] : INFO : Epoch 1567 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 2521.08 ms [2021-01-22 01:10:06 main:574] : INFO : Epoch 1568 | loss: 0.0312469 | val_loss: 0.0312439 | Time: 2492.43 ms [2021-01-22 01:10:09 main:574] : INFO : Epoch 1569 | loss: 0.0312463 | val_loss: 0.0312437 | Time: 2466.81 ms [2021-01-22 01:10:11 main:574] : INFO : Epoch 1570 | loss: 0.0312463 | val_loss: 0.0312456 | Time: 2449.94 ms [2021-01-22 01:10:14 main:574] : INFO : Epoch 1571 | loss: 0.0312476 | val_loss: 0.031251 | Time: 2431.22 ms [2021-01-22 01:10:16 main:574] : INFO : Epoch 1572 | loss: 0.0312498 | val_loss: 0.0312473 | Time: 2418.66 ms [2021-01-22 01:10:19 main:574] : INFO : Epoch 1573 | loss: 0.0312469 | val_loss: 0.031244 | Time: 2528.75 ms [2021-01-22 01:10:21 main:574] : INFO : Epoch 1574 | loss: 0.0312461 | val_loss: 0.031244 | Time: 2414.77 ms [2021-01-22 01:10:24 main:574] : INFO : Epoch 1575 | loss: 0.0312466 | val_loss: 0.0312441 | Time: 2558.31 ms [2021-01-22 01:10:27 main:574] : INFO : Epoch 1576 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 2472.91 ms [2021-01-22 01:10:29 main:574] : INFO : Epoch 1577 | loss: 0.0312465 | val_loss: 0.0312441 | Time: 2485.17 ms [2021-01-22 01:10:32 main:574] : INFO : Epoch 1578 | loss: 0.0312462 | val_loss: 0.0312437 | Time: 2574.89 ms [2021-01-22 01:10:34 main:574] : INFO : Epoch 1579 | loss: 0.0312464 | val_loss: 0.0312434 | Time: 2502.02 ms [2021-01-22 01:10:37 main:574] : INFO : Epoch 1580 | loss: 0.0312462 | val_loss: 0.0312442 | Time: 2479.24 ms [2021-01-22 01:10:39 main:574] : INFO : Epoch 1581 | loss: 0.0312463 | val_loss: 0.0312436 | Time: 2366.26 ms [2021-01-22 01:10:42 main:574] : INFO : Epoch 1582 | loss: 0.0312461 | val_loss: 0.0312442 | Time: 2470.89 ms [2021-01-22 01:10:44 main:574] : INFO : Epoch 1583 | loss: 0.0312467 | val_loss: 0.0312453 | Time: 2483.78 ms [2021-01-22 01:10:47 main:574] : INFO : Epoch 1584 | loss: 0.0312461 | val_loss: 0.0312433 | Time: 2533.8 ms [2021-01-22 01:10:50 main:574] : INFO : Epoch 1585 | loss: 0.0312461 | val_loss: 0.0312437 | Time: 2548.21 ms [2021-01-22 01:10:52 main:574] : INFO : Epoch 1586 | loss: 0.031246 | val_loss: 0.0312439 | Time: 2550.83 ms [2021-01-22 01:10:55 main:574] : INFO : Epoch 1587 | loss: 0.0312463 | val_loss: 0.0312438 | Time: 2451.26 ms [2021-01-22 01:10:57 main:574] : INFO : Epoch 1588 | loss: 0.0312468 | val_loss: 0.0312449 | Time: 2453.3 ms [2021-01-22 01:11:00 main:574] : INFO : Epoch 1589 | loss: 0.0312483 | val_loss: 0.0312442 | Time: 2520.66 ms [2021-01-22 01:11:02 main:574] : INFO : Epoch 1590 | loss: 0.0312461 | val_loss: 0.0312438 | Time: 2461.86 ms [2021-01-22 01:11:05 main:574] : INFO : Epoch 1591 | loss: 0.0312462 | val_loss: 0.0312439 | Time: 2459.98 ms [2021-01-22 01:11:07 main:574] : INFO : Epoch 1592 | loss: 0.0312467 | val_loss: 0.0312447 | Time: 2492.48 ms [2021-01-22 01:11:10 main:574] : INFO : Epoch 1593 | loss: 0.0312478 | val_loss: 0.0312443 | Time: 2531.93 ms [2021-01-22 01:11:12 main:574] : INFO : Epoch 1594 | loss: 0.0312475 | val_loss: 0.0312439 | Time: 2491.1 ms [2021-01-22 01:11:15 main:574] : INFO : Epoch 1595 | loss: 0.0312464 | val_loss: 0.0312434 | Time: 2500.49 ms [2021-01-22 01:11:17 main:574] : INFO : Epoch 1596 | loss: 0.0312464 | val_loss: 0.0312445 | Time: 2508.91 ms [2021-01-22 01:11:20 main:574] : INFO : Epoch 1597 | loss: 0.0312469 | val_loss: 0.0312467 | Time: 2519.96 ms [2021-01-22 01:11:23 main:574] : INFO : Epoch 1598 | loss: 0.0312474 | val_loss: 0.0312439 | Time: 2497.11 ms [2021-01-22 01:11:25 main:574] : INFO : Epoch 1599 | loss: 0.0312462 | val_loss: 0.0312435 | Time: 2492.6 ms [2021-01-22 01:11:28 main:574] : INFO : Epoch 1600 | loss: 0.0312467 | val_loss: 0.0312435 | Time: 2553.23 ms [2021-01-22 01:11:30 main:574] : INFO : Epoch 1601 | loss: 0.0312463 | val_loss: 0.0312435 | Time: 2484.4 ms [2021-01-22 01:11:33 main:574] : INFO : Epoch 1602 | loss: 0.031247 | val_loss: 0.0312439 | Time: 2464.14 ms [2021-01-22 01:11:35 main:574] : INFO : Epoch 1603 | loss: 0.0312461 | val_loss: 0.0312438 | Time: 2601.77 ms [2021-01-22 01:11:38 main:574] : INFO : Epoch 1604 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 2550.55 ms [2021-01-22 01:11:41 main:574] : INFO : Epoch 1605 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 2632.73 ms [2021-01-22 01:11:43 main:574] : INFO : Epoch 1606 | loss: 0.0312472 | val_loss: 0.0312439 | Time: 2533.02 ms [2021-01-22 01:11:46 main:574] : INFO : Epoch 1607 | loss: 0.0312469 | val_loss: 0.0312437 | Time: 2513.47 ms [2021-01-22 01:11:48 main:574] : INFO : Epoch 1608 | loss: 0.0312464 | val_loss: 0.0312436 | Time: 2537.94 ms [2021-01-22 01:11:51 main:574] : INFO : Epoch 1609 | loss: 0.031247 | val_loss: 0.0312435 | Time: 2499.6 ms [2021-01-22 01:11:54 main:574] : INFO : Epoch 1610 | loss: 0.0312465 | val_loss: 0.0312443 | Time: 2468.06 ms [2021-01-22 01:11:56 main:574] : INFO : Epoch 1611 | loss: 0.0312461 | val_loss: 0.0312451 | Time: 2422.81 ms [2021-01-22 01:11:59 main:574] : INFO : Epoch 1612 | loss: 0.0312472 | val_loss: 0.0312447 | Time: 2497.42 ms [2021-01-22 01:12:01 main:574] : INFO : Epoch 1613 | loss: 0.031247 | val_loss: 0.0312437 | Time: 2484.84 ms [2021-01-22 01:12:04 main:574] : INFO : Epoch 1614 | loss: 0.0312461 | val_loss: 0.031246 | Time: 2482.59 ms [2021-01-22 01:12:06 main:574] : INFO : Epoch 1615 | loss: 0.0312475 | val_loss: 0.0312436 | Time: 2572.79 ms [2021-01-22 01:12:09 main:574] : INFO : Epoch 1616 | loss: 0.0312472 | val_loss: 0.0312459 | Time: 2590.18 ms [2021-01-22 01:12:11 main:574] : INFO : Epoch 1617 | loss: 0.0312469 | val_loss: 0.0312447 | Time: 2476.63 ms [2021-01-22 01:12:14 main:574] : INFO : Epoch 1618 | loss: 0.0312471 | val_loss: 0.0312476 | Time: 2496.51 ms [2021-01-22 01:12:17 main:574] : INFO : Epoch 1619 | loss: 0.031247 | val_loss: 0.0312441 | Time: 2441.35 ms [2021-01-22 01:12:19 main:574] : INFO : Epoch 1620 | loss: 0.0312488 | val_loss: 0.0312485 | Time: 2497.4 ms [2021-01-22 01:12:22 main:574] : INFO : Epoch 1621 | loss: 0.0312482 | val_loss: 0.0312454 | Time: 2570.86 ms [2021-01-22 01:12:24 main:574] : INFO : Epoch 1622 | loss: 0.0312471 | val_loss: 0.0312456 | Time: 2543.76 ms [2021-01-22 01:12:27 main:574] : INFO : Epoch 1623 | loss: 0.0312471 | val_loss: 0.0312454 | Time: 2509.6 ms [2021-01-22 01:12:29 main:574] : INFO : Epoch 1624 | loss: 0.0312462 | val_loss: 0.0312442 | Time: 2341.45 ms [2021-01-22 01:12:32 main:574] : INFO : Epoch 1625 | loss: 0.031246 | val_loss: 0.0312444 | Time: 2505.97 ms [2021-01-22 01:12:34 main:574] : INFO : Epoch 1626 | loss: 0.0312468 | val_loss: 0.0312437 | Time: 2539.66 ms [2021-01-22 01:12:37 main:574] : INFO : Epoch 1627 | loss: 0.031246 | val_loss: 0.0312443 | Time: 2569.31 ms [2021-01-22 01:12:40 main:574] : INFO : Epoch 1628 | loss: 0.0312461 | val_loss: 0.0312442 | Time: 2603.71 ms [2021-01-22 01:12:42 main:574] : INFO : Epoch 1629 | loss: 0.0312463 | val_loss: 0.0312446 | Time: 2416.57 ms [2021-01-22 01:12:45 main:574] : INFO : Epoch 1630 | loss: 0.0312471 | val_loss: 0.0312437 | Time: 2544 ms [2021-01-22 01:12:47 main:574] : INFO : Epoch 1631 | loss: 0.0312466 | val_loss: 0.0312435 | Time: 2390.28 ms [2021-01-22 01:12:50 main:574] : INFO : Epoch 1632 | loss: 0.0312461 | val_loss: 0.0312444 | Time: 2510.88 ms [2021-01-22 01:12:52 main:574] : INFO : Epoch 1633 | loss: 0.031246 | val_loss: 0.031244 | Time: 2602.03 ms [2021-01-22 01:12:55 main:574] : INFO : Epoch 1634 | loss: 0.0312461 | val_loss: 0.0312452 | Time: 2557.92 ms [2021-01-22 01:12:58 main:574] : INFO : Epoch 1635 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 2580.27 ms [2021-01-22 01:13:00 main:574] : INFO : Epoch 1636 | loss: 0.0312475 | val_loss: 0.0312458 | Time: 2575.22 ms [2021-01-22 01:13:03 main:574] : INFO : Epoch 1637 | loss: 0.0312465 | val_loss: 0.0312457 | Time: 2512.26 ms [2021-01-22 01:13:05 main:574] : INFO : Epoch 1638 | loss: 0.0312472 | val_loss: 0.0312438 | Time: 2554.89 ms [2021-01-22 01:13:08 main:574] : INFO : Epoch 1639 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 2479.89 ms [2021-01-22 01:13:10 main:574] : INFO : Epoch 1640 | loss: 0.0312517 | val_loss: 0.0312489 | Time: 2500.02 ms [2021-01-22 01:13:13 main:574] : INFO : Epoch 1641 | loss: 0.0312515 | val_loss: 0.0312453 | Time: 2518.5 ms [2021-01-22 01:13:16 main:574] : INFO : Epoch 1642 | loss: 0.0312468 | val_loss: 0.0312451 | Time: 2566.84 ms [2021-01-22 01:13:18 main:574] : INFO : Epoch 1643 | loss: 0.0312463 | val_loss: 0.0312442 | Time: 2459.27 ms [2021-01-22 01:13:21 main:574] : INFO : Epoch 1644 | loss: 0.0312463 | val_loss: 0.0312448 | Time: 2464.3 ms [2021-01-22 01:13:23 main:574] : INFO : Epoch 1645 | loss: 0.031247 | val_loss: 0.0312457 | Time: 2517.68 ms [2021-01-22 01:13:26 main:574] : INFO : Epoch 1646 | loss: 0.0312474 | val_loss: 0.0312444 | Time: 2514.97 ms [2021-01-22 01:13:28 main:574] : INFO : Epoch 1647 | loss: 0.0312464 | val_loss: 0.0312438 | Time: 2506.92 ms [2021-01-22 01:13:31 main:574] : INFO : Epoch 1648 | loss: 0.0312475 | val_loss: 0.0312454 | Time: 2454.57 ms [2021-01-22 01:13:33 main:574] : INFO : Epoch 1649 | loss: 0.0312462 | val_loss: 0.0312444 | Time: 2507.11 ms [2021-01-22 01:13:36 main:574] : INFO : Epoch 1650 | loss: 0.0312462 | val_loss: 0.0312435 | Time: 2503.1 ms [2021-01-22 01:13:38 main:574] : INFO : Epoch 1651 | loss: 0.0312458 | val_loss: 0.0312443 | Time: 2447.62 ms [2021-01-22 01:13:41 main:574] : INFO : Epoch 1652 | loss: 0.0312461 | val_loss: 0.0312441 | Time: 2554.8 ms [2021-01-22 01:13:44 main:574] : INFO : Epoch 1653 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 2516.95 ms [2021-01-22 01:13:46 main:574] : INFO : Epoch 1654 | loss: 0.0312472 | val_loss: 0.0312451 | Time: 2503.83 ms [2021-01-22 01:13:49 main:574] : INFO : Epoch 1655 | loss: 0.0312462 | val_loss: 0.0312445 | Time: 2473.43 ms [2021-01-22 01:13:51 main:574] : INFO : Epoch 1656 | loss: 0.0312463 | val_loss: 0.0312435 | Time: 2294.46 ms [2021-01-22 01:13:53 main:574] : INFO : Epoch 1657 | loss: 0.0312461 | val_loss: 0.0312469 | Time: 2444.38 ms [2021-01-22 01:13:56 main:574] : INFO : Epoch 1658 | loss: 0.0312468 | val_loss: 0.0312453 | Time: 2515.2 ms [2021-01-22 01:13:59 main:574] : INFO : Epoch 1659 | loss: 0.0312463 | val_loss: 0.0312436 | Time: 2547.01 ms [2021-01-22 01:14:01 main:574] : INFO : Epoch 1660 | loss: 0.0312461 | val_loss: 0.0312441 | Time: 2406.15 ms [2021-01-22 01:14:04 main:574] : INFO : Epoch 1661 | loss: 0.0312468 | val_loss: 0.0312447 | Time: 2505.13 ms [2021-01-22 01:14:06 main:574] : INFO : Epoch 1662 | loss: 0.0312462 | val_loss: 0.0312437 | Time: 2436.86 ms [2021-01-22 01:14:09 main:574] : INFO : Epoch 1663 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 2499.62 ms [2021-01-22 01:14:11 main:574] : INFO : Epoch 1664 | loss: 0.0312464 | val_loss: 0.0312437 | Time: 2450.92 ms [2021-01-22 01:14:14 main:574] : INFO : Epoch 1665 | loss: 0.0312473 | val_loss: 0.0312445 | Time: 2504.38 ms [2021-01-22 01:14:16 main:574] : INFO : Epoch 1666 | loss: 0.031247 | val_loss: 0.0312441 | Time: 2502.58 ms [2021-01-22 01:14:19 main:574] : INFO : Epoch 1667 | loss: 0.0312462 | val_loss: 0.0312434 | Time: 2479.72 ms [2021-01-22 01:14:21 main:574] : INFO : Epoch 1668 | loss: 0.0312466 | val_loss: 0.0312436 | Time: 2318.91 ms [2021-01-22 01:14:24 main:574] : INFO : Epoch 1669 | loss: 0.031247 | val_loss: 0.031247 | Time: 2467.09 ms [2021-01-22 01:14:26 main:574] : INFO : Epoch 1670 | loss: 0.0312474 | val_loss: 0.0312442 | Time: 2485.46 ms [2021-01-22 01:14:29 main:574] : INFO : Epoch 1671 | loss: 0.0312463 | val_loss: 0.0312436 | Time: 2457.18 ms [2021-01-22 01:14:31 main:574] : INFO : Epoch 1672 | loss: 0.0312477 | val_loss: 0.0312466 | Time: 2554.67 ms [2021-01-22 01:14:34 main:574] : INFO : Epoch 1673 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2467.95 ms [2021-01-22 01:14:36 main:574] : INFO : Epoch 1674 | loss: 0.0312472 | val_loss: 0.0312449 | Time: 2536.92 ms [2021-01-22 01:14:39 main:574] : INFO : Epoch 1675 | loss: 0.0312467 | val_loss: 0.0312447 | Time: 2534.76 ms [2021-01-22 01:14:42 main:574] : INFO : Epoch 1676 | loss: 0.0312466 | val_loss: 0.0312437 | Time: 2433.69 ms [2021-01-22 01:14:44 main:574] : INFO : Epoch 1677 | loss: 0.0312467 | val_loss: 0.0312446 | Time: 2487.24 ms [2021-01-22 01:14:47 main:574] : INFO : Epoch 1678 | loss: 0.0312461 | val_loss: 0.0312444 | Time: 2479.37 ms [2021-01-22 01:14:49 main:574] : INFO : Epoch 1679 | loss: 0.0312464 | val_loss: 0.0312447 | Time: 2480.23 ms [2021-01-22 01:14:52 main:574] : INFO : Epoch 1680 | loss: 0.0312473 | val_loss: 0.0312434 | Time: 2489.06 ms [2021-01-22 01:14:54 main:574] : INFO : Epoch 1681 | loss: 0.0312471 | val_loss: 0.0312435 | Time: 2570.01 ms [2021-01-22 01:14:57 main:574] : INFO : Epoch 1682 | loss: 0.0312461 | val_loss: 0.0312435 | Time: 2467.41 ms [2021-01-22 01:14:59 main:574] : INFO : Epoch 1683 | loss: 0.0312462 | val_loss: 0.031244 | Time: 2565.83 ms [2021-01-22 01:15:02 main:574] : INFO : Epoch 1684 | loss: 0.0312465 | val_loss: 0.031244 | Time: 2599.15 ms [2021-01-22 01:15:04 main:574] : INFO : Epoch 1685 | loss: 0.0312465 | val_loss: 0.0312445 | Time: 2478.24 ms [2021-01-22 01:15:07 main:574] : INFO : Epoch 1686 | loss: 0.0312463 | val_loss: 0.031245 | Time: 2459.18 ms [2021-01-22 01:15:10 main:574] : INFO : Epoch 1687 | loss: 0.0312468 | val_loss: 0.0312452 | Time: 2583.1 ms [2021-01-22 01:15:12 main:574] : INFO : Epoch 1688 | loss: 0.0312473 | val_loss: 0.0312438 | Time: 2552.54 ms [2021-01-22 01:15:15 main:574] : INFO : Epoch 1689 | loss: 0.0312467 | val_loss: 0.0312437 | Time: 2512.36 ms [2021-01-22 01:15:17 main:574] : INFO : Epoch 1690 | loss: 0.0312459 | val_loss: 0.0312438 | Time: 2524.79 ms [2021-01-22 01:15:20 main:574] : INFO : Epoch 1691 | loss: 0.0312462 | val_loss: 0.0312443 | Time: 2518.02 ms [2021-01-22 01:15:22 main:574] : INFO : Epoch 1692 | loss: 0.031246 | val_loss: 0.0312436 | Time: 2464.94 ms [2021-01-22 01:15:25 main:574] : INFO : Epoch 1693 | loss: 0.031246 | val_loss: 0.0312435 | Time: 2479.18 ms [2021-01-22 01:15:28 main:574] : INFO : Epoch 1694 | loss: 0.0312459 | val_loss: 0.0312435 | Time: 2585.7 ms [2021-01-22 01:15:30 main:574] : INFO : Epoch 1695 | loss: 0.0312459 | val_loss: 0.0312441 | Time: 2508.23 ms [2021-01-22 01:15:33 main:574] : INFO : Epoch 1696 | loss: 0.0312462 | val_loss: 0.0312436 | Time: 2545.51 ms [2021-01-22 01:15:35 main:574] : INFO : Epoch 1697 | loss: 0.0312458 | val_loss: 0.0312438 | Time: 2521.35 ms [2021-01-22 01:15:38 main:574] : INFO : Epoch 1698 | loss: 0.0312464 | val_loss: 0.0312439 | Time: 2655.18 ms [2021-01-22 01:15:41 main:574] : INFO : Epoch 1699 | loss: 0.0312459 | val_loss: 0.0312434 | Time: 2486.45 ms [2021-01-22 01:15:43 main:574] : INFO : Epoch 1700 | loss: 0.0312462 | val_loss: 0.0312449 | Time: 2467.62 ms [2021-01-22 01:15:46 main:574] : INFO : Epoch 1701 | loss: 0.0312461 | val_loss: 0.0312447 | Time: 2556.62 ms [2021-01-22 01:15:48 main:574] : INFO : Epoch 1702 | loss: 0.0312465 | val_loss: 0.031244 | Time: 2476.56 ms [2021-01-22 01:15:51 main:574] : INFO : Epoch 1703 | loss: 0.031246 | val_loss: 0.0312448 | Time: 2515.28 ms [2021-01-22 01:15:53 main:574] : INFO : Epoch 1704 | loss: 0.0312463 | val_loss: 0.0312434 | Time: 2584.6 ms [2021-01-22 01:15:56 main:574] : INFO : Epoch 1705 | loss: 0.0312464 | val_loss: 0.0312444 | Time: 2502.88 ms [2021-01-22 01:15:59 main:574] : INFO : Epoch 1706 | loss: 0.031246 | val_loss: 0.0312443 | Time: 2470.4 ms [2021-01-22 01:16:01 main:574] : INFO : Epoch 1707 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2457.81 ms [2021-01-22 01:16:04 main:574] : INFO : Epoch 1708 | loss: 0.0312465 | val_loss: 0.0312439 | Time: 2485.9 ms [2021-01-22 01:16:06 main:574] : INFO : Epoch 1709 | loss: 0.0312464 | val_loss: 0.0312439 | Time: 2507.51 ms [2021-01-22 01:16:09 main:574] : INFO : Epoch 1710 | loss: 0.0312466 | val_loss: 0.0312436 | Time: 2551.95 ms [2021-01-22 01:16:11 main:574] : INFO : Epoch 1711 | loss: 0.0312464 | val_loss: 0.0312443 | Time: 2496 ms [2021-01-22 01:16:14 main:574] : INFO : Epoch 1712 | loss: 0.0312462 | val_loss: 0.0312435 | Time: 2566.42 ms [2021-01-22 01:16:17 main:574] : INFO : Epoch 1713 | loss: 0.0312459 | val_loss: 0.0312436 | Time: 2555.33 ms [2021-01-22 01:16:19 main:574] : INFO : Epoch 1714 | loss: 0.0312461 | val_loss: 0.0312443 | Time: 2486.06 ms [2021-01-22 01:16:22 main:574] : INFO : Epoch 1715 | loss: 0.0312461 | val_loss: 0.0312439 | Time: 2516.05 ms [2021-01-22 01:16:24 main:574] : INFO : Epoch 1716 | loss: 0.031246 | val_loss: 0.0312442 | Time: 2493.99 ms [2021-01-22 01:16:27 main:574] : INFO : Epoch 1717 | loss: 0.0312459 | val_loss: 0.0312437 | Time: 2484.56 ms [2021-01-22 01:16:29 main:574] : INFO : Epoch 1718 | loss: 0.0312461 | val_loss: 0.0312441 | Time: 2589.01 ms [2021-01-22 01:16:32 main:574] : INFO : Epoch 1719 | loss: 0.031246 | val_loss: 0.0312436 | Time: 2460.21 ms [2021-01-22 01:16:35 main:574] : INFO : Epoch 1720 | loss: 0.0312458 | val_loss: 0.0312443 | Time: 2577.78 ms [2021-01-22 01:16:37 main:574] : INFO : Epoch 1721 | loss: 0.0312461 | val_loss: 0.031245 | Time: 2540.95 ms [2021-01-22 01:16:40 main:574] : INFO : Epoch 1722 | loss: 0.0312462 | val_loss: 0.031244 | Time: 2437.83 ms [2021-01-22 01:16:42 main:574] : INFO : Epoch 1723 | loss: 0.0312469 | val_loss: 0.031244 | Time: 2501.62 ms [2021-01-22 01:16:45 main:574] : INFO : Epoch 1724 | loss: 0.0312466 | val_loss: 0.0312462 | Time: 2523.46 ms [2021-01-22 01:16:47 main:574] : INFO : Epoch 1725 | loss: 0.0312463 | val_loss: 0.0312435 | Time: 2427.96 ms [2021-01-22 01:16:50 main:574] : INFO : Epoch 1726 | loss: 0.0312461 | val_loss: 0.0312437 | Time: 2536.26 ms [2021-01-22 01:16:52 main:574] : INFO : Epoch 1727 | loss: 0.0312458 | val_loss: 0.0312437 | Time: 2531.34 ms [2021-01-22 01:16:55 main:574] : INFO : Epoch 1728 | loss: 0.0312461 | val_loss: 0.0312442 | Time: 2442.99 ms [2021-01-22 01:16:57 main:574] : INFO : Epoch 1729 | loss: 0.0312463 | val_loss: 0.0312434 | Time: 2485.96 ms [2021-01-22 01:17:00 main:574] : INFO : Epoch 1730 | loss: 0.0312461 | val_loss: 0.0312436 | Time: 2513.67 ms [2021-01-22 01:17:03 main:574] : INFO : Epoch 1731 | loss: 0.0312469 | val_loss: 0.0312451 | Time: 2566.9 ms [2021-01-22 01:17:05 main:574] : INFO : Epoch 1732 | loss: 0.0312468 | val_loss: 0.0312438 | Time: 2506.42 ms [2021-01-22 01:17:08 main:574] : INFO : Epoch 1733 | loss: 0.0312462 | val_loss: 0.0312436 | Time: 2573.06 ms [2021-01-22 01:17:10 main:574] : INFO : Epoch 1734 | loss: 0.0312461 | val_loss: 0.0312437 | Time: 2510.74 ms [2021-01-22 01:17:13 main:574] : INFO : Epoch 1735 | loss: 0.0312471 | val_loss: 0.0312447 | Time: 2507.99 ms [2021-01-22 01:17:16 main:574] : INFO : Epoch 1736 | loss: 0.0312471 | val_loss: 0.0312441 | Time: 2611.63 ms [2021-01-22 01:17:18 main:574] : INFO : Epoch 1737 | loss: 0.0312469 | val_loss: 0.0312468 | Time: 2458.39 ms [2021-01-22 01:17:21 main:574] : INFO : Epoch 1738 | loss: 0.0312467 | val_loss: 0.0312439 | Time: 2575.44 ms [2021-01-22 01:17:23 main:574] : INFO : Epoch 1739 | loss: 0.0312465 | val_loss: 0.0312435 | Time: 2487.95 ms [2021-01-22 01:17:26 main:574] : INFO : Epoch 1740 | loss: 0.031246 | val_loss: 0.0312441 | Time: 2545.32 ms [2021-01-22 01:17:28 main:574] : INFO : Epoch 1741 | loss: 0.0312466 | val_loss: 0.0312453 | Time: 2506.43 ms [2021-01-22 01:17:31 main:574] : INFO : Epoch 1742 | loss: 0.0312462 | val_loss: 0.0312438 | Time: 2573.98 ms [2021-01-22 01:17:34 main:574] : INFO : Epoch 1743 | loss: 0.0312471 | val_loss: 0.0312439 | Time: 2396.58 ms [2021-01-22 01:17:36 main:574] : INFO : Epoch 1744 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2490.38 ms [2021-01-22 01:17:39 main:574] : INFO : Epoch 1745 | loss: 0.0312487 | val_loss: 0.0312461 | Time: 2532.15 ms [2021-01-22 01:17:41 main:574] : INFO : Epoch 1746 | loss: 0.0312467 | val_loss: 0.0312438 | Time: 2470.55 ms [2021-01-22 01:17:44 main:574] : INFO : Epoch 1747 | loss: 0.0312464 | val_loss: 0.0312438 | Time: 2469.05 ms [2021-01-22 01:17:46 main:574] : INFO : Epoch 1748 | loss: 0.031246 | val_loss: 0.0312438 | Time: 2487.36 ms [2021-01-22 01:17:49 main:574] : INFO : Epoch 1749 | loss: 0.0312459 | val_loss: 0.0312443 | Time: 2562.91 ms [2021-01-22 01:17:52 main:574] : INFO : Epoch 1750 | loss: 0.0312462 | val_loss: 0.0312451 | Time: 2497.2 ms [2021-01-22 01:17:54 main:574] : INFO : Epoch 1751 | loss: 0.0312464 | val_loss: 0.0312435 | Time: 2503.33 ms [2021-01-22 01:17:57 main:574] : INFO : Epoch 1752 | loss: 0.0312463 | val_loss: 0.0312435 | Time: 2551.95 ms [2021-01-22 01:17:59 main:574] : INFO : Epoch 1753 | loss: 0.031246 | val_loss: 0.0312436 | Time: 2510.72 ms [2021-01-22 01:18:02 main:574] : INFO : Epoch 1754 | loss: 0.0312461 | val_loss: 0.0312435 | Time: 2494.35 ms [2021-01-22 01:18:04 main:574] : INFO : Epoch 1755 | loss: 0.0312464 | val_loss: 0.0312456 | Time: 2505.25 ms [2021-01-22 01:18:07 main:574] : INFO : Epoch 1756 | loss: 0.0312473 | val_loss: 0.0312461 | Time: 2520.91 ms [2021-01-22 01:18:10 main:574] : INFO : Epoch 1757 | loss: 0.031247 | val_loss: 0.0312444 | Time: 2600.4 ms [2021-01-22 01:18:12 main:574] : INFO : Epoch 1758 | loss: 0.0312463 | val_loss: 0.0312441 | Time: 2487.83 ms [2021-01-22 01:18:15 main:574] : INFO : Epoch 1759 | loss: 0.0312462 | val_loss: 0.0312438 | Time: 2415.94 ms [2021-01-22 01:18:17 main:574] : INFO : Epoch 1760 | loss: 0.0312461 | val_loss: 0.0312441 | Time: 2522.12 ms [2021-01-22 01:18:20 main:574] : INFO : Epoch 1761 | loss: 0.0312459 | val_loss: 0.031244 | Time: 2528.12 ms [2021-01-22 01:18:22 main:574] : INFO : Epoch 1762 | loss: 0.0312459 | val_loss: 0.0312437 | Time: 2464.3 ms [2021-01-22 01:18:25 main:574] : INFO : Epoch 1763 | loss: 0.031246 | val_loss: 0.031244 | Time: 2605.22 ms [2021-01-22 01:18:27 main:574] : INFO : Epoch 1764 | loss: 0.0312466 | val_loss: 0.0312437 | Time: 2568.74 ms [2021-01-22 01:18:30 main:574] : INFO : Epoch 1765 | loss: 0.0312473 | val_loss: 0.0312435 | Time: 2623.19 ms [2021-01-22 01:18:33 main:574] : INFO : Epoch 1766 | loss: 0.0312468 | val_loss: 0.031246 | Time: 2603.66 ms [2021-01-22 01:18:35 main:574] : INFO : Epoch 1767 | loss: 0.0312463 | val_loss: 0.0312439 | Time: 2417.14 ms [2021-01-22 01:18:38 main:574] : INFO : Epoch 1768 | loss: 0.0312462 | val_loss: 0.0312444 | Time: 2570.34 ms [2021-01-22 01:18:40 main:574] : INFO : Epoch 1769 | loss: 0.0312467 | val_loss: 0.0312439 | Time: 2509.18 ms [2021-01-22 01:18:43 main:574] : INFO : Epoch 1770 | loss: 0.0312464 | val_loss: 0.0312442 | Time: 2571.09 ms [2021-01-22 01:18:46 main:574] : INFO : Epoch 1771 | loss: 0.0312465 | val_loss: 0.0312444 | Time: 2494.7 ms [2021-01-22 01:18:48 main:574] : INFO : Epoch 1772 | loss: 0.0312463 | val_loss: 0.031244 | Time: 2440.05 ms [2021-01-22 01:18:51 main:574] : INFO : Epoch 1773 | loss: 0.0312462 | val_loss: 0.0312438 | Time: 2538.22 ms [2021-01-22 01:18:53 main:574] : INFO : Epoch 1774 | loss: 0.0312461 | val_loss: 0.0312437 | Time: 2430.46 ms [2021-01-22 01:18:56 main:574] : INFO : Epoch 1775 | loss: 0.0312458 | val_loss: 0.0312432 | Time: 2499.94 ms [2021-01-22 01:18:58 main:574] : INFO : Epoch 1776 | loss: 0.0312461 | val_loss: 0.0312447 | Time: 2501.64 ms [2021-01-22 01:19:01 main:574] : INFO : Epoch 1777 | loss: 0.0312459 | val_loss: 0.031245 | Time: 2474.11 ms [2021-01-22 01:19:03 main:574] : INFO : Epoch 1778 | loss: 0.0312468 | val_loss: 0.0312439 | Time: 2560.22 ms [2021-01-22 01:19:06 main:574] : INFO : Epoch 1779 | loss: 0.031246 | val_loss: 0.0312445 | Time: 2479.11 ms [2021-01-22 01:19:09 main:574] : INFO : Epoch 1780 | loss: 0.0312458 | val_loss: 0.0312434 | Time: 2482.57 ms [2021-01-22 01:19:11 main:574] : INFO : Epoch 1781 | loss: 0.0312461 | val_loss: 0.0312439 | Time: 2531.49 ms [2021-01-22 01:19:14 main:574] : INFO : Epoch 1782 | loss: 0.0312463 | val_loss: 0.0312445 | Time: 2482.71 ms [2021-01-22 01:19:16 main:574] : INFO : Epoch 1783 | loss: 0.0312465 | val_loss: 0.0312438 | Time: 2484.66 ms [2021-01-22 01:19:19 main:574] : INFO : Epoch 1784 | loss: 0.0312464 | val_loss: 0.0312446 | Time: 2498.43 ms [2021-01-22 01:19:21 main:574] : INFO : Epoch 1785 | loss: 0.0312463 | val_loss: 0.0312444 | Time: 2506.95 ms [2021-01-22 01:19:24 main:574] : INFO : Epoch 1786 | loss: 0.0312461 | val_loss: 0.0312438 | Time: 2449.37 ms [2021-01-22 01:19:27 main:574] : INFO : Epoch 1787 | loss: 0.0312463 | val_loss: 0.0312452 | Time: 2597.63 ms [2021-01-22 01:19:29 main:574] : INFO : Epoch 1788 | loss: 0.0312467 | val_loss: 0.031244 | Time: 2531.87 ms [2021-01-22 01:19:32 main:574] : INFO : Epoch 1789 | loss: 0.0312464 | val_loss: 0.031244 | Time: 2573.03 ms [2021-01-22 01:19:34 main:574] : INFO : Epoch 1790 | loss: 0.0312462 | val_loss: 0.0312438 | Time: 2539.28 ms [2021-01-22 01:19:37 main:574] : INFO : Epoch 1791 | loss: 0.031246 | val_loss: 0.0312434 | Time: 2463.24 ms [2021-01-22 01:19:39 main:574] : INFO : Epoch 1792 | loss: 0.031246 | val_loss: 0.0312434 | Time: 2537.22 ms [2021-01-22 01:19:42 main:574] : INFO : Epoch 1793 | loss: 0.0312466 | val_loss: 0.031246 | Time: 2496.65 ms [2021-01-22 01:19:45 main:574] : INFO : Epoch 1794 | loss: 0.0312474 | val_loss: 0.0312458 | Time: 2483.54 ms [2021-01-22 01:19:47 main:574] : INFO : Epoch 1795 | loss: 0.0312477 | val_loss: 0.0312456 | Time: 2489.2 ms [2021-01-22 01:19:50 main:574] : INFO : Epoch 1796 | loss: 0.031247 | val_loss: 0.0312454 | Time: 2564.31 ms [2021-01-22 01:19:52 main:574] : INFO : Epoch 1797 | loss: 0.031247 | val_loss: 0.0312438 | Time: 2420.91 ms [2021-01-22 01:19:55 main:574] : INFO : Epoch 1798 | loss: 0.0312467 | val_loss: 0.0312444 | Time: 2512.14 ms [2021-01-22 01:19:58 main:574] : INFO : Epoch 1799 | loss: 0.0312468 | val_loss: 0.031244 | Time: 2545.45 ms [2021-01-22 01:20:00 main:574] : INFO : Epoch 1800 | loss: 0.0312483 | val_loss: 0.0312455 | Time: 2515.24 ms [2021-01-22 01:20:03 main:574] : INFO : Epoch 1801 | loss: 0.0312474 | val_loss: 0.0312453 | Time: 2464.5 ms [2021-01-22 01:20:05 main:574] : INFO : Epoch 1802 | loss: 0.0312468 | val_loss: 0.0312447 | Time: 2550.62 ms [2021-01-22 01:20:08 main:574] : INFO : Epoch 1803 | loss: 0.0312462 | val_loss: 0.0312435 | Time: 2533.44 ms [2021-01-22 01:20:10 main:574] : INFO : Epoch 1804 | loss: 0.0312459 | val_loss: 0.0312439 | Time: 2502.01 ms [2021-01-22 01:20:13 main:574] : INFO : Epoch 1805 | loss: 0.0312465 | val_loss: 0.031244 | Time: 2517.84 ms [2021-01-22 01:20:16 main:574] : INFO : Epoch 1806 | loss: 0.0312458 | val_loss: 0.0312438 | Time: 2502.72 ms [2021-01-22 01:20:18 main:574] : INFO : Epoch 1807 | loss: 0.0312458 | val_loss: 0.0312433 | Time: 2456.89 ms [2021-01-22 01:20:21 main:574] : INFO : Epoch 1808 | loss: 0.0312459 | val_loss: 0.0312444 | Time: 2565.98 ms [2021-01-22 01:20:23 main:574] : INFO : Epoch 1809 | loss: 0.0312465 | val_loss: 0.0312438 | Time: 2488.02 ms [2021-01-22 01:20:26 main:574] : INFO : Epoch 1810 | loss: 0.0312463 | val_loss: 0.0312441 | Time: 2494.51 ms [2021-01-22 01:20:28 main:574] : INFO : Epoch 1811 | loss: 0.031247 | val_loss: 0.0312434 | Time: 2533.24 ms [2021-01-22 01:20:31 main:574] : INFO : Epoch 1812 | loss: 0.0312473 | val_loss: 0.0312489 | Time: 2499.64 ms [2021-01-22 01:20:34 main:574] : INFO : Epoch 1813 | loss: 0.031249 | val_loss: 0.0312589 | Time: 2518.23 ms [2021-01-22 01:20:36 main:574] : INFO : Epoch 1814 | loss: 0.0312521 | val_loss: 0.0312464 | Time: 2502.76 ms [2021-01-22 01:20:39 main:574] : INFO : Epoch 1815 | loss: 0.0312474 | val_loss: 0.0312445 | Time: 2498.23 ms [2021-01-22 01:20:41 main:574] : INFO : Epoch 1816 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2517.63 ms [2021-01-22 01:20:44 main:574] : INFO : Epoch 1817 | loss: 0.0312471 | val_loss: 0.0312446 | Time: 2485.83 ms [2021-01-22 01:20:46 main:574] : INFO : Epoch 1818 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 2513.06 ms [2021-01-22 01:20:49 main:574] : INFO : Epoch 1819 | loss: 0.0312469 | val_loss: 0.0312461 | Time: 2497.56 ms [2021-01-22 01:20:51 main:574] : INFO : Epoch 1820 | loss: 0.0312466 | val_loss: 0.0312445 | Time: 2412.84 ms [2021-01-22 01:20:54 main:574] : INFO : Epoch 1821 | loss: 0.0312462 | val_loss: 0.0312442 | Time: 2442.46 ms [2021-01-22 01:20:57 main:574] : INFO : Epoch 1822 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 2570.08 ms [2021-01-22 01:20:59 main:574] : INFO : Epoch 1823 | loss: 0.031247 | val_loss: 0.0312443 | Time: 2475.94 ms [2021-01-22 01:21:02 main:574] : INFO : Epoch 1824 | loss: 0.0312462 | val_loss: 0.031244 | Time: 2563.39 ms [2021-01-22 01:21:04 main:574] : INFO : Epoch 1825 | loss: 0.0312464 | val_loss: 0.0312442 | Time: 2480.71 ms [2021-01-22 01:21:07 main:574] : INFO : Epoch 1826 | loss: 0.0312478 | val_loss: 0.0312492 | Time: 2524.23 ms [2021-01-22 01:21:09 main:574] : INFO : Epoch 1827 | loss: 0.0312514 | val_loss: 0.0312495 | Time: 2459.8 ms [2021-01-22 01:21:12 main:574] : INFO : Epoch 1828 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2553.41 ms [2021-01-22 01:21:14 main:574] : INFO : Epoch 1829 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 2413.65 ms [2021-01-22 01:21:17 main:574] : INFO : Epoch 1830 | loss: 0.03125 | val_loss: 0.0312493 | Time: 2597.9 ms [2021-01-22 01:21:20 main:574] : INFO : Epoch 1831 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2521.04 ms [2021-01-22 01:21:22 main:574] : INFO : Epoch 1832 | loss: 0.0312494 | val_loss: 0.0312505 | Time: 2420.03 ms [2021-01-22 01:21:25 main:574] : INFO : Epoch 1833 | loss: 0.0312547 | val_loss: 0.0312598 | Time: 2544.44 ms [2021-01-22 01:21:27 main:574] : INFO : Epoch 1834 | loss: 0.0312545 | val_loss: 0.0312514 | Time: 2521.19 ms [2021-01-22 01:21:30 main:574] : INFO : Epoch 1835 | loss: 0.0312499 | val_loss: 0.0312496 | Time: 2440.69 ms [2021-01-22 01:21:32 main:574] : INFO : Epoch 1836 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 2485.27 ms [2021-01-22 01:21:35 main:574] : INFO : Epoch 1837 | loss: 0.0312489 | val_loss: 0.0312489 | Time: 2507.21 ms [2021-01-22 01:21:37 main:574] : INFO : Epoch 1838 | loss: 0.031248 | val_loss: 0.0312495 | Time: 2501.99 ms [2021-01-22 01:21:40 main:574] : INFO : Epoch 1839 | loss: 0.0312485 | val_loss: 0.0312503 | Time: 2406.18 ms [2021-01-22 01:21:42 main:574] : INFO : Epoch 1840 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2541.55 ms [2021-01-22 01:21:45 main:574] : INFO : Epoch 1841 | loss: 0.0312479 | val_loss: 0.0312489 | Time: 2480.79 ms [2021-01-22 01:21:48 main:574] : INFO : Epoch 1842 | loss: 0.0312479 | val_loss: 0.0312489 | Time: 2494.39 ms [2021-01-22 01:21:50 main:574] : INFO : Epoch 1843 | loss: 0.0312479 | val_loss: 0.0312498 | Time: 2539.15 ms [2021-01-22 01:21:53 main:574] : INFO : Epoch 1844 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 2471.4 ms [2021-01-22 01:21:55 main:574] : INFO : Epoch 1845 | loss: 0.031248 | val_loss: 0.0312491 | Time: 2392.3 ms [2021-01-22 01:21:58 main:574] : INFO : Epoch 1846 | loss: 0.0312479 | val_loss: 0.031249 | Time: 2581.87 ms [2021-01-22 01:22:01 main:574] : INFO : Epoch 1847 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 2632.96 ms [2021-01-22 01:22:03 main:574] : INFO : Epoch 1848 | loss: 0.031249 | val_loss: 0.0312499 | Time: 2496.01 ms [2021-01-22 01:22:06 main:574] : INFO : Epoch 1849 | loss: 0.0312495 | val_loss: 0.0312524 | Time: 2542.09 ms [2021-01-22 01:22:08 main:574] : INFO : Epoch 1850 | loss: 0.031249 | val_loss: 0.0312489 | Time: 2470.4 ms [2021-01-22 01:22:11 main:574] : INFO : Epoch 1851 | loss: 0.0312477 | val_loss: 0.0312492 | Time: 2489.92 ms [2021-01-22 01:22:13 main:574] : INFO : Epoch 1852 | loss: 0.0312478 | val_loss: 0.0312488 | Time: 2546.52 ms [2021-01-22 01:22:16 main:574] : INFO : Epoch 1853 | loss: 0.031248 | val_loss: 0.0312497 | Time: 2519.42 ms [2021-01-22 01:22:18 main:574] : INFO : Epoch 1854 | loss: 0.0312492 | val_loss: 0.0312486 | Time: 2523.83 ms [2021-01-22 01:22:21 main:574] : INFO : Epoch 1855 | loss: 0.0312493 | val_loss: 0.031249 | Time: 2425.69 ms [2021-01-22 01:22:23 main:574] : INFO : Epoch 1856 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 2379.14 ms [2021-01-22 01:22:26 main:574] : INFO : Epoch 1857 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 2460.66 ms [2021-01-22 01:22:28 main:574] : INFO : Epoch 1858 | loss: 0.0312484 | val_loss: 0.0312507 | Time: 2459.51 ms [2021-01-22 01:22:31 main:574] : INFO : Epoch 1859 | loss: 0.0312481 | val_loss: 0.0312507 | Time: 2536.58 ms [2021-01-22 01:22:34 main:574] : INFO : Epoch 1860 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 2498.95 ms [2021-01-22 01:22:36 main:574] : INFO : Epoch 1861 | loss: 0.031248 | val_loss: 0.0312502 | Time: 2555.77 ms [2021-01-22 01:22:39 main:574] : INFO : Epoch 1862 | loss: 0.0312488 | val_loss: 0.0312502 | Time: 2524.38 ms [2021-01-22 01:22:41 main:574] : INFO : Epoch 1863 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 2557.58 ms [2021-01-22 01:22:44 main:574] : INFO : Epoch 1864 | loss: 0.0312486 | val_loss: 0.0312492 | Time: 2425.73 ms [2021-01-22 01:22:46 main:574] : INFO : Epoch 1865 | loss: 0.0312487 | val_loss: 0.0312495 | Time: 2483.07 ms [2021-01-22 01:22:49 main:574] : INFO : Epoch 1866 | loss: 0.0312479 | val_loss: 0.031249 | Time: 2439.93 ms [2021-01-22 01:22:51 main:574] : INFO : Epoch 1867 | loss: 0.0312481 | val_loss: 0.0312487 | Time: 2562.07 ms [2021-01-22 01:22:54 main:574] : INFO : Epoch 1868 | loss: 0.0312483 | val_loss: 0.0312507 | Time: 2573.15 ms [2021-01-22 01:22:57 main:574] : INFO : Epoch 1869 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 2465.68 ms [2021-01-22 01:22:59 main:574] : INFO : Epoch 1870 | loss: 0.0312496 | val_loss: 0.0312487 | Time: 2519.87 ms [2021-01-22 01:23:02 main:574] : INFO : Epoch 1871 | loss: 0.0312477 | val_loss: 0.0312499 | Time: 2520.7 ms [2021-01-22 01:23:04 main:574] : INFO : Epoch 1872 | loss: 0.031248 | val_loss: 0.0312486 | Time: 2422.43 ms [2021-01-22 01:23:07 main:574] : INFO : Epoch 1873 | loss: 0.0312493 | val_loss: 0.0312496 | Time: 2422.5 ms [2021-01-22 01:23:09 main:574] : INFO : Epoch 1874 | loss: 0.0312492 | val_loss: 0.0312532 | Time: 2574.96 ms [2021-01-22 01:23:12 main:574] : INFO : Epoch 1875 | loss: 0.0312486 | val_loss: 0.031249 | Time: 2362.15 ms [2021-01-22 01:23:14 main:574] : INFO : Epoch 1876 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 2507.95 ms [2021-01-22 01:23:17 main:574] : INFO : Epoch 1877 | loss: 0.0312484 | val_loss: 0.0312488 | Time: 2545.27 ms [2021-01-22 01:23:19 main:574] : INFO : Epoch 1878 | loss: 0.0312482 | val_loss: 0.031249 | Time: 2524.52 ms [2021-01-22 01:23:22 main:574] : INFO : Epoch 1879 | loss: 0.0312479 | val_loss: 0.031249 | Time: 2528.18 ms [2021-01-22 01:23:25 main:574] : INFO : Epoch 1880 | loss: 0.0312478 | val_loss: 0.0312494 | Time: 2508.66 ms [2021-01-22 01:23:27 main:574] : INFO : Epoch 1881 | loss: 0.0312478 | val_loss: 0.0312492 | Time: 2419.06 ms [2021-01-22 01:23:30 main:574] : INFO : Epoch 1882 | loss: 0.0312484 | val_loss: 0.0312495 | Time: 2491.89 ms [2021-01-22 01:23:32 main:574] : INFO : Epoch 1883 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 2544.22 ms [2021-01-22 01:23:35 main:574] : INFO : Epoch 1884 | loss: 0.0312481 | val_loss: 0.0312496 | Time: 2507.33 ms [2021-01-22 01:23:37 main:574] : INFO : Epoch 1885 | loss: 0.0312507 | val_loss: 0.0312585 | Time: 2487.44 ms [2021-01-22 01:23:40 main:574] : INFO : Epoch 1886 | loss: 0.0312536 | val_loss: 0.0312607 | Time: 2557.59 ms [2021-01-22 01:23:42 main:574] : INFO : Epoch 1887 | loss: 0.0312538 | val_loss: 0.0312496 | Time: 2447.16 ms [2021-01-22 01:23:45 main:574] : INFO : Epoch 1888 | loss: 0.0312489 | val_loss: 0.0312491 | Time: 2519.21 ms [2021-01-22 01:23:48 main:574] : INFO : Epoch 1889 | loss: 0.0312481 | val_loss: 0.0312502 | Time: 2556.19 ms [2021-01-22 01:23:50 main:574] : INFO : Epoch 1890 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 2504.05 ms [2021-01-22 01:23:53 main:574] : INFO : Epoch 1891 | loss: 0.0312488 | val_loss: 0.0312487 | Time: 2549 ms [2021-01-22 01:23:55 main:574] : INFO : Epoch 1892 | loss: 0.0312482 | val_loss: 0.0312496 | Time: 2490.57 ms [2021-01-22 01:23:58 main:574] : INFO : Epoch 1893 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2520.68 ms [2021-01-22 01:24:00 main:574] : INFO : Epoch 1894 | loss: 0.0312491 | val_loss: 0.0312499 | Time: 2501.75 ms [2021-01-22 01:24:03 main:574] : INFO : Epoch 1895 | loss: 0.0312491 | val_loss: 0.0312494 | Time: 2591.13 ms [2021-01-22 01:24:06 main:574] : INFO : Epoch 1896 | loss: 0.0312486 | val_loss: 0.0312499 | Time: 2481.09 ms [2021-01-22 01:24:08 main:574] : INFO : Epoch 1897 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 2489.98 ms [2021-01-22 01:24:11 main:574] : INFO : Epoch 1898 | loss: 0.0312479 | val_loss: 0.0312491 | Time: 2522.6 ms [2021-01-22 01:24:13 main:574] : INFO : Epoch 1899 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 2529.94 ms [2021-01-22 01:24:16 main:574] : INFO : Epoch 1900 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 2423.85 ms [2021-01-22 01:24:18 main:574] : INFO : Epoch 1901 | loss: 0.031248 | val_loss: 0.0312488 | Time: 2470.06 ms [2021-01-22 01:24:21 main:574] : INFO : Epoch 1902 | loss: 0.0312491 | val_loss: 0.0312506 | Time: 2475.91 ms [2021-01-22 01:24:23 main:574] : INFO : Epoch 1903 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 2419.31 ms [2021-01-22 01:24:26 main:574] : INFO : Epoch 1904 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 2523.19 ms [2021-01-22 01:24:29 main:574] : INFO : Epoch 1905 | loss: 0.0312481 | val_loss: 0.0312495 | Time: 2531.49 ms [2021-01-22 01:24:31 main:574] : INFO : Epoch 1906 | loss: 0.031248 | val_loss: 0.0312495 | Time: 2495.19 ms [2021-01-22 01:24:34 main:574] : INFO : Epoch 1907 | loss: 0.031248 | val_loss: 0.0312494 | Time: 2483.44 ms [2021-01-22 01:24:36 main:574] : INFO : Epoch 1908 | loss: 0.031248 | val_loss: 0.0312496 | Time: 2560.27 ms [2021-01-22 01:24:39 main:574] : INFO : Epoch 1909 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 2399.81 ms [2021-01-22 01:24:41 main:574] : INFO : Epoch 1910 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 2496.08 ms [2021-01-22 01:24:44 main:574] : INFO : Epoch 1911 | loss: 0.031248 | val_loss: 0.0312493 | Time: 2576.48 ms [2021-01-22 01:24:46 main:574] : INFO : Epoch 1912 | loss: 0.031249 | val_loss: 0.0312491 | Time: 2544.96 ms [2021-01-22 01:24:49 main:574] : INFO : Epoch 1913 | loss: 0.0312482 | val_loss: 0.0312488 | Time: 2700.28 ms [2021-01-22 01:24:52 main:574] : INFO : Epoch 1914 | loss: 0.0312483 | val_loss: 0.031253 | Time: 2482.48 ms [2021-01-22 01:24:54 main:574] : INFO : Epoch 1915 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 2472.92 ms [2021-01-22 01:24:57 main:574] : INFO : Epoch 1916 | loss: 0.0312477 | val_loss: 0.0312487 | Time: 2455.43 ms [2021-01-22 01:24:59 main:574] : INFO : Epoch 1917 | loss: 0.0312477 | val_loss: 0.0312493 | Time: 2468.1 ms [2021-01-22 01:25:02 main:574] : INFO : Epoch 1918 | loss: 0.0312479 | val_loss: 0.0312487 | Time: 2511.18 ms [2021-01-22 01:25:04 main:574] : INFO : Epoch 1919 | loss: 0.0312493 | val_loss: 0.0312508 | Time: 2583.2 ms [2021-01-22 01:25:07 main:574] : INFO : Epoch 1920 | loss: 0.031249 | val_loss: 0.0312488 | Time: 2496.74 ms [2021-01-22 01:25:10 main:574] : INFO : Epoch 1921 | loss: 0.031248 | val_loss: 0.0312486 | Time: 2547.14 ms [2021-01-22 01:25:12 main:574] : INFO : Epoch 1922 | loss: 0.0312481 | val_loss: 0.0312487 | Time: 2516.27 ms [2021-01-22 01:25:15 main:574] : INFO : Epoch 1923 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 2416.7 ms [2021-01-22 01:25:17 main:574] : INFO : Epoch 1924 | loss: 0.031248 | val_loss: 0.0312493 | Time: 2466.93 ms [2021-01-22 01:25:20 main:574] : INFO : Epoch 1925 | loss: 0.0312496 | val_loss: 0.0312518 | Time: 2532.03 ms [2021-01-22 01:25:22 main:574] : INFO : Epoch 1926 | loss: 0.031248 | val_loss: 0.0312492 | Time: 2525.11 ms [2021-01-22 01:25:25 main:574] : INFO : Epoch 1927 | loss: 0.031248 | val_loss: 0.0312492 | Time: 2424.93 ms [2021-01-22 01:25:27 main:574] : INFO : Epoch 1928 | loss: 0.0312476 | val_loss: 0.0312489 | Time: 2526.16 ms [2021-01-22 01:25:30 main:574] : INFO : Epoch 1929 | loss: 0.0312477 | val_loss: 0.0312492 | Time: 2457.79 ms [2021-01-22 01:25:32 main:574] : INFO : Epoch 1930 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 2519.07 ms [2021-01-22 01:25:35 main:574] : INFO : Epoch 1931 | loss: 0.0312477 | val_loss: 0.031249 | Time: 2462.3 ms [2021-01-22 01:25:37 main:574] : INFO : Epoch 1932 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 2272.3 ms [2021-01-22 01:25:40 main:574] : INFO : Epoch 1933 | loss: 0.031248 | val_loss: 0.0312487 | Time: 2542.85 ms [2021-01-22 01:25:42 main:574] : INFO : Epoch 1934 | loss: 0.0312479 | val_loss: 0.0312489 | Time: 2466.15 ms [2021-01-22 01:25:45 main:574] : INFO : Epoch 1935 | loss: 0.0312478 | val_loss: 0.0312487 | Time: 2337.9 ms [2021-01-22 01:25:47 main:574] : INFO : Epoch 1936 | loss: 0.0312483 | val_loss: 0.0312499 | Time: 2395.01 ms [2021-01-22 01:25:50 main:574] : INFO : Epoch 1937 | loss: 0.0312484 | val_loss: 0.0312487 | Time: 2407.17 ms [2021-01-22 01:25:52 main:574] : INFO : Epoch 1938 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 2405.62 ms [2021-01-22 01:25:55 main:574] : INFO : Epoch 1939 | loss: 0.0312501 | val_loss: 0.0312492 | Time: 2487.89 ms [2021-01-22 01:25:57 main:574] : INFO : Epoch 1940 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 2553.18 ms [2021-01-22 01:26:00 main:574] : INFO : Epoch 1941 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 2444.38 ms [2021-01-22 01:26:03 main:574] : INFO : Epoch 1942 | loss: 0.0312479 | val_loss: 0.0312489 | Time: 2598.77 ms [2021-01-22 01:26:05 main:574] : INFO : Epoch 1943 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 2552.76 ms [2021-01-22 01:26:08 main:574] : INFO : Epoch 1944 | loss: 0.0312479 | val_loss: 0.031249 | Time: 2570.59 ms [2021-01-22 01:26:10 main:574] : INFO : Epoch 1945 | loss: 0.0312479 | val_loss: 0.0312487 | Time: 2562.26 ms [2021-01-22 01:26:13 main:574] : INFO : Epoch 1946 | loss: 0.0312479 | val_loss: 0.0312498 | Time: 2488.18 ms [2021-01-22 01:26:15 main:574] : INFO : Epoch 1947 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 2524.23 ms [2021-01-22 01:26:18 main:574] : INFO : Epoch 1948 | loss: 0.0312479 | val_loss: 0.0312501 | Time: 2440.88 ms [2021-01-22 01:26:20 main:574] : INFO : Epoch 1949 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 2484.15 ms [2021-01-22 01:26:23 main:574] : INFO : Epoch 1950 | loss: 0.0312476 | val_loss: 0.031249 | Time: 2494.88 ms [2021-01-22 01:26:26 main:574] : INFO : Epoch 1951 | loss: 0.0312481 | val_loss: 0.0312493 | Time: 2503.89 ms [2021-01-22 01:26:28 main:574] : INFO : Epoch 1952 | loss: 0.0312493 | val_loss: 0.0312511 | Time: 2466.96 ms [2021-01-22 01:26:31 main:574] : INFO : Epoch 1953 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 2510.36 ms [2021-01-22 01:26:33 main:574] : INFO : Epoch 1954 | loss: 0.0312477 | val_loss: 0.031249 | Time: 2551.82 ms [2021-01-22 01:26:36 main:574] : INFO : Epoch 1955 | loss: 0.0312477 | val_loss: 0.0312492 | Time: 2576.61 ms [2021-01-22 01:26:39 main:574] : INFO : Epoch 1956 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 2493.29 ms [2021-01-22 01:26:41 main:574] : INFO : Epoch 1957 | loss: 0.031248 | val_loss: 0.03125 | Time: 2510.95 ms [2021-01-22 01:26:44 main:574] : INFO : Epoch 1958 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2499.46 ms [2021-01-22 01:26:46 main:574] : INFO : Epoch 1959 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2505.91 ms [2021-01-22 01:26:49 main:574] : INFO : Epoch 1960 | loss: 0.0312491 | val_loss: 0.0312543 | Time: 2552.1 ms [2021-01-22 01:26:51 main:574] : INFO : Epoch 1961 | loss: 0.0312507 | val_loss: 0.0312497 | Time: 2468.51 ms [2021-01-22 01:26:54 main:574] : INFO : Epoch 1962 | loss: 0.0312486 | val_loss: 0.031249 | Time: 2512.11 ms [2021-01-22 01:26:56 main:574] : INFO : Epoch 1963 | loss: 0.0312484 | val_loss: 0.0312491 | Time: 2447.5 ms [2021-01-22 01:26:59 main:574] : INFO : Epoch 1964 | loss: 0.0312479 | val_loss: 0.0312491 | Time: 2534.21 ms [2021-01-22 01:27:02 main:574] : INFO : Epoch 1965 | loss: 0.0312476 | val_loss: 0.031249 | Time: 2540.38 ms [2021-01-22 01:27:04 main:574] : INFO : Epoch 1966 | loss: 0.0312477 | val_loss: 0.0312491 | Time: 2548.19 ms [2021-01-22 01:27:07 main:574] : INFO : Epoch 1967 | loss: 0.031248 | val_loss: 0.0312488 | Time: 2445.68 ms [2021-01-22 01:27:09 main:574] : INFO : Epoch 1968 | loss: 0.0312477 | val_loss: 0.0312486 | Time: 2478.24 ms [2021-01-22 01:27:12 main:574] : INFO : Epoch 1969 | loss: 0.0312477 | val_loss: 0.031249 | Time: 2434.14 ms [2021-01-22 01:27:14 main:574] : INFO : Epoch 1970 | loss: 0.0312478 | val_loss: 0.0312489 | Time: 2458.2 ms [2021-01-22 01:27:17 main:574] : INFO : Epoch 1971 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 2420.7 ms [2021-01-22 01:27:19 main:574] : INFO : Epoch 1972 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 2377.7 ms [2021-01-22 01:27:22 main:574] : INFO : Epoch 1973 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 2490.68 ms [2021-01-22 01:27:24 main:574] : INFO : Epoch 1974 | loss: 0.0312483 | val_loss: 0.0312486 | Time: 2514.89 ms [2021-01-22 01:27:27 main:574] : INFO : Epoch 1975 | loss: 0.031248 | val_loss: 0.0312493 | Time: 2510.43 ms [2021-01-22 01:27:29 main:574] : INFO : Epoch 1976 | loss: 0.0312491 | val_loss: 0.0312528 | Time: 2467.82 ms [2021-01-22 01:27:32 main:574] : INFO : Epoch 1977 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 2485.56 ms [2021-01-22 01:27:34 main:574] : INFO : Epoch 1978 | loss: 0.0312494 | val_loss: 0.0312493 | Time: 2576.74 ms [2021-01-22 01:27:37 main:574] : INFO : Epoch 1979 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 2416.33 ms [2021-01-22 01:27:40 main:574] : INFO : Epoch 1980 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 2541.15 ms [2021-01-22 01:27:42 main:574] : INFO : Epoch 1981 | loss: 0.0312478 | val_loss: 0.0312487 | Time: 2449.91 ms [2021-01-22 01:27:45 main:574] : INFO : Epoch 1982 | loss: 0.0312483 | val_loss: 0.0312488 | Time: 2544.7 ms [2021-01-22 01:27:48 main:574] : INFO : Epoch 1983 | loss: 0.0312486 | val_loss: 0.0312495 | Time: 3190.86 ms [2021-01-22 01:27:50 main:574] : INFO : Epoch 1984 | loss: 0.0312483 | val_loss: 0.0312499 | Time: 2509.82 ms [2021-01-22 01:27:53 main:574] : INFO : Epoch 1985 | loss: 0.031248 | val_loss: 0.0312514 | Time: 2505.1 ms [2021-01-22 01:27:56 main:574] : INFO : Epoch 1986 | loss: 0.0312486 | val_loss: 0.0312491 | Time: 2538.57 ms [2021-01-22 01:27:58 main:574] : INFO : Epoch 1987 | loss: 0.0312481 | val_loss: 0.031249 | Time: 2452.36 ms [2021-01-22 01:28:01 main:574] : INFO : Epoch 1988 | loss: 0.0312478 | val_loss: 0.03125 | Time: 2536.83 ms [2021-01-22 01:28:03 main:574] : INFO : Epoch 1989 | loss: 0.031248 | val_loss: 0.03125 | Time: 2506.42 ms [2021-01-22 01:28:06 main:574] : INFO : Epoch 1990 | loss: 0.0312485 | val_loss: 0.0312487 | Time: 2578.02 ms [2021-01-22 01:28:09 main:574] : INFO : Epoch 1991 | loss: 0.0312479 | val_loss: 0.0312508 | Time: 2596.17 ms [2021-01-22 01:28:11 main:574] : INFO : Epoch 1992 | loss: 0.0312478 | val_loss: 0.0312498 | Time: 2449.13 ms [2021-01-22 01:28:14 main:574] : INFO : Epoch 1993 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 2567.64 ms [2021-01-22 01:28:16 main:574] : INFO : Epoch 1994 | loss: 0.0312481 | val_loss: 0.0312487 | Time: 2521.5 ms [2021-01-22 01:28:19 main:574] : INFO : Epoch 1995 | loss: 0.031248 | val_loss: 0.031249 | Time: 2508.73 ms [2021-01-22 01:28:21 main:574] : INFO : Epoch 1996 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 2527.73 ms [2021-01-22 01:28:24 main:574] : INFO : Epoch 1997 | loss: 0.0312494 | val_loss: 0.0312494 | Time: 2534.19 ms [2021-01-22 01:28:27 main:574] : INFO : Epoch 1998 | loss: 0.0312482 | val_loss: 0.0312487 | Time: 2576.02 ms [2021-01-22 01:28:29 main:574] : INFO : Epoch 1999 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 2514.18 ms [2021-01-22 01:28:32 main:574] : INFO : Epoch 2000 | loss: 0.0312487 | val_loss: 0.0312538 | Time: 2528.34 ms [2021-01-22 01:28:34 main:574] : INFO : Epoch 2001 | loss: 0.0312492 | val_loss: 0.0312505 | Time: 2529.91 ms [2021-01-22 01:28:37 main:574] : INFO : Epoch 2002 | loss: 0.0312488 | val_loss: 0.0312503 | Time: 2550.94 ms [2021-01-22 01:28:40 main:574] : INFO : Epoch 2003 | loss: 0.0312483 | val_loss: 0.0312491 | Time: 2643.62 ms [2021-01-22 01:28:42 main:574] : INFO : Epoch 2004 | loss: 0.0312481 | val_loss: 0.0312507 | Time: 2384.13 ms [2021-01-22 01:28:45 main:574] : INFO : Epoch 2005 | loss: 0.03125 | val_loss: 0.0312497 | Time: 2521.41 ms [2021-01-22 01:28:47 main:574] : INFO : Epoch 2006 | loss: 0.0312489 | val_loss: 0.0312519 | Time: 2514.2 ms [2021-01-22 01:28:50 main:574] : INFO : Epoch 2007 | loss: 0.0312518 | val_loss: 0.0312517 | Time: 2518.64 ms [2021-01-22 01:28:52 main:574] : INFO : Epoch 2008 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 2458.02 ms [2021-01-22 01:28:55 main:574] : INFO : Epoch 2009 | loss: 0.0312488 | val_loss: 0.0312509 | Time: 2544.84 ms [2021-01-22 01:28:57 main:574] : INFO : Epoch 2010 | loss: 0.0312486 | val_loss: 0.0312503 | Time: 2531.15 ms [2021-01-22 01:29:00 main:574] : INFO : Epoch 2011 | loss: 0.031248 | val_loss: 0.0312488 | Time: 2510.12 ms [2021-01-22 01:29:03 main:574] : INFO : Epoch 2012 | loss: 0.0312481 | val_loss: 0.0312492 | Time: 2631.69 ms [2021-01-22 01:29:05 main:574] : INFO : Epoch 2013 | loss: 0.0312487 | val_loss: 0.0312489 | Time: 2460.58 ms [2021-01-22 01:29:08 main:574] : INFO : Epoch 2014 | loss: 0.0312478 | val_loss: 0.0312488 | Time: 2516.76 ms [2021-01-22 01:29:10 main:574] : INFO : Epoch 2015 | loss: 0.031248 | val_loss: 0.0312499 | Time: 2575.24 ms [2021-01-22 01:29:13 main:574] : INFO : Epoch 2016 | loss: 0.0312483 | val_loss: 0.0312491 | Time: 2540.42 ms [2021-01-22 01:29:16 main:574] : INFO : Epoch 2017 | loss: 0.0312491 | val_loss: 0.0312529 | Time: 2487.16 ms [2021-01-22 01:29:18 main:574] : INFO : Epoch 2018 | loss: 0.0312481 | val_loss: 0.0312487 | Time: 2468.15 ms [2021-01-22 01:29:21 main:574] : INFO : Epoch 2019 | loss: 0.0312479 | val_loss: 0.0312497 | Time: 2599.55 ms [2021-01-22 01:29:23 main:574] : INFO : Epoch 2020 | loss: 0.0312483 | val_loss: 0.0312496 | Time: 2470.93 ms [2021-01-22 01:29:26 main:574] : INFO : Epoch 2021 | loss: 0.0312494 | val_loss: 0.0312503 | Time: 2495.12 ms [2021-01-22 01:29:28 main:574] : INFO : Epoch 2022 | loss: 0.0312486 | val_loss: 0.0312504 | Time: 2359.88 ms [2021-01-22 01:29:31 main:574] : INFO : Epoch 2023 | loss: 0.0312497 | val_loss: 0.0312486 | Time: 2498.94 ms [2021-01-22 01:29:33 main:574] : INFO : Epoch 2024 | loss: 0.03125 | val_loss: 0.0312496 | Time: 2501.69 ms [2021-01-22 01:29:36 main:574] : INFO : Epoch 2025 | loss: 0.031248 | val_loss: 0.0312503 | Time: 2521.06 ms [2021-01-22 01:29:38 main:574] : INFO : Epoch 2026 | loss: 0.0312483 | val_loss: 0.0312508 | Time: 2499.64 ms [2021-01-22 01:29:41 main:574] : INFO : Epoch 2027 | loss: 0.0312504 | val_loss: 0.0312526 | Time: 2453.28 ms [2021-01-22 01:29:43 main:574] : INFO : Epoch 2028 | loss: 0.0312503 | val_loss: 0.0312496 | Time: 2483.9 ms [2021-01-22 01:29:46 main:574] : INFO : Epoch 2029 | loss: 0.0312565 | val_loss: 0.0312612 | Time: 2460.15 ms [2021-01-22 01:29:48 main:574] : INFO : Epoch 2030 | loss: 0.0323116 | val_loss: 0.04201 | Time: 2421.8 ms [2021-01-22 01:29:51 main:574] : INFO : Epoch 2031 | loss: 0.0331366 | val_loss: 0.0317532 | Time: 2555.47 ms [2021-01-22 01:29:54 main:574] : INFO : Epoch 2032 | loss: 0.0314717 | val_loss: 0.0312818 | Time: 2528.44 ms [2021-01-22 01:29:56 main:574] : INFO : Epoch 2033 | loss: 0.0312766 | val_loss: 0.0312632 | Time: 2459.2 ms [2021-01-22 01:29:59 main:574] : INFO : Epoch 2034 | loss: 0.031255 | val_loss: 0.0312532 | Time: 2436.66 ms [2021-01-22 01:30:01 main:574] : INFO : Epoch 2035 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 2488.8 ms [2021-01-22 01:30:04 main:574] : INFO : Epoch 2036 | loss: 0.0312489 | val_loss: 0.0312495 | Time: 2499.14 ms [2021-01-22 01:30:06 main:574] : INFO : Epoch 2037 | loss: 0.0312486 | val_loss: 0.0312512 | Time: 2511.62 ms [2021-01-22 01:30:09 main:574] : INFO : Epoch 2038 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 2499.71 ms [2021-01-22 01:30:11 main:574] : INFO : Epoch 2039 | loss: 0.0312483 | val_loss: 0.031249 | Time: 2507.39 ms [2021-01-22 01:30:14 main:574] : INFO : Epoch 2040 | loss: 0.0312481 | val_loss: 0.0312494 | Time: 2551.63 ms [2021-01-22 01:30:17 main:574] : INFO : Epoch 2041 | loss: 0.0312485 | val_loss: 0.0312502 | Time: 2499.97 ms [2021-01-22 01:30:19 main:574] : INFO : Epoch 2042 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 2558.67 ms [2021-01-22 01:30:22 main:574] : INFO : Epoch 2043 | loss: 0.0312488 | val_loss: 0.0312511 | Time: 2550.94 ms [2021-01-22 01:30:24 main:574] : INFO : Epoch 2044 | loss: 0.0312496 | val_loss: 0.0312506 | Time: 2535.9 ms [2021-01-22 01:30:27 main:574] : INFO : Epoch 2045 | loss: 0.0312484 | val_loss: 0.0312489 | Time: 2477.72 ms [2021-01-22 01:30:30 main:574] : INFO : Epoch 2046 | loss: 0.0312479 | val_loss: 0.031249 | Time: 2495.6 ms [2021-01-22 01:30:32 main:574] : INFO : Epoch 2047 | loss: 0.0312481 | val_loss: 0.0312489 | Time: 2578.31 ms [2021-01-22 01:30:35 main:574] : INFO : Epoch 2048 | loss: 0.0312482 | val_loss: 0.0312498 | Time: 2475.21 ms [2021-01-22 01:30:35 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312498 [2021-01-22 01:30:35 main:603] : INFO : Saving end state to config to file [2021-01-22 01:30:35 main:608] : INFO : Success, exiting.. 01:30:35 (1572): 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)