Task 3737744
| Name | ParityModified-1611091829-13632-0_0 |
| Workunit | 1920159 |
| Created | 19 Jan 2021, 21:30:32 UTC |
| Sent | 21 Jan 2021, 20:52:49 UTC |
| Report deadline | 29 Jan 2021, 20:52:49 UTC |
| Received | 21 Jan 2021, 22:30:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2158 |
| Run time | 1 hours 26 min 18 sec |
| CPU time | 1 hours 16 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.79 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.67 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 14:08:25 main:574] : INFO : Epoch 1542 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 2366.73 ms [2021-01-21 14:08:28 main:574] : INFO : Epoch 1543 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 2501.12 ms [2021-01-21 14:08:30 main:574] : INFO : Epoch 1544 | loss: 0.031248 | val_loss: 0.0312478 | Time: 2472.5 ms [2021-01-21 14:08:33 main:574] : INFO : Epoch 1545 | loss: 0.0312486 | val_loss: 0.0312481 | Time: 2450.03 ms [2021-01-21 14:08:35 main:574] : INFO : Epoch 1546 | loss: 0.031248 | val_loss: 0.03125 | Time: 2422.88 ms [2021-01-21 14:08:38 main:574] : INFO : Epoch 1547 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 2502.21 ms [2021-01-21 14:08:40 main:574] : INFO : Epoch 1548 | loss: 0.0312492 | val_loss: 0.0312481 | Time: 2422.67 ms [2021-01-21 14:08:43 main:574] : INFO : Epoch 1549 | loss: 0.0312483 | val_loss: 0.0312487 | Time: 2440.38 ms [2021-01-21 14:08:45 main:574] : INFO : Epoch 1550 | loss: 0.0312483 | val_loss: 0.0312493 | Time: 2514.75 ms [2021-01-21 14:08:48 main:574] : INFO : Epoch 1551 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 2377.74 ms [2021-01-21 14:08:50 main:574] : INFO : Epoch 1552 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 2447.49 ms [2021-01-21 14:08:53 main:574] : INFO : Epoch 1553 | loss: 0.0312484 | val_loss: 0.031247 | Time: 2469.02 ms [2021-01-21 14:08:55 main:574] : INFO : Epoch 1554 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 2407.36 ms [2021-01-21 14:08:58 main:574] : INFO : Epoch 1555 | loss: 0.0312477 | val_loss: 0.0312467 | Time: 2484.88 ms [2021-01-21 14:09:00 main:574] : INFO : Epoch 1556 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 2470.48 ms [2021-01-21 14:09:03 main:574] : INFO : Epoch 1557 | loss: 0.0312478 | val_loss: 0.0312484 | Time: 2366.79 ms [2021-01-21 14:09:05 main:574] : INFO : Epoch 1558 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 2615.57 ms [2021-01-21 14:09:08 main:574] : INFO : Epoch 1559 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 2489.6 ms [2021-01-21 14:09:10 main:574] : INFO : Epoch 1560 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 2533.67 ms [2021-01-21 14:09:13 main:574] : INFO : Epoch 1561 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 2452.95 ms [2021-01-21 14:09:16 main:574] : INFO : Epoch 1562 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 2525.57 ms [2021-01-21 14:09:18 main:574] : INFO : Epoch 1563 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2464.49 ms [2021-01-21 14:09:21 main:574] : INFO : Epoch 1564 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 2443 ms [2021-01-21 14:09:23 main:574] : INFO : Epoch 1565 | loss: 0.0312476 | val_loss: 0.0312485 | Time: 2498.79 ms [2021-01-21 14:09:26 main:574] : INFO : Epoch 1566 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 2523.16 ms [2021-01-21 14:09:28 main:574] : INFO : Epoch 1567 | loss: 0.0312487 | val_loss: 0.0312481 | Time: 2475.09 ms [2021-01-21 14:09:31 main:574] : INFO : Epoch 1568 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 2496.41 ms [2021-01-21 14:09:33 main:574] : INFO : Epoch 1569 | loss: 0.0312476 | val_loss: 0.031247 | Time: 2469.64 ms [2021-01-21 14:09:36 main:574] : INFO : Epoch 1570 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 2469.18 ms [2021-01-21 14:09:38 main:574] : INFO : Epoch 1571 | loss: 0.0312476 | val_loss: 0.031247 | Time: 2413.48 ms [2021-01-21 14:09:41 main:574] : INFO : Epoch 1572 | loss: 0.031248 | val_loss: 0.0312474 | Time: 2527.73 ms [2021-01-21 14:09:43 main:574] : INFO : Epoch 1573 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 2425.65 ms [2021-01-21 14:09:46 main:574] : INFO : Epoch 1574 | loss: 0.0312482 | val_loss: 0.0312471 | Time: 2502.99 ms [2021-01-21 14:09:48 main:574] : INFO : Epoch 1575 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 2510.48 ms [2021-01-21 14:09:51 main:574] : INFO : Epoch 1576 | loss: 0.0312475 | val_loss: 0.0312477 | Time: 2421.68 ms [2021-01-21 14:09:53 main:574] : INFO : Epoch 1577 | loss: 0.0312483 | val_loss: 0.0312483 | Time: 2468.01 ms [2021-01-21 14:09:56 main:574] : INFO : Epoch 1578 | loss: 0.0312491 | val_loss: 0.0312472 | Time: 2418.5 ms [2021-01-21 14:09:58 main:574] : INFO : Epoch 1579 | loss: 0.0312484 | val_loss: 0.031247 | Time: 2505.13 ms [2021-01-21 14:10:01 main:574] : INFO : Epoch 1580 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 2424.8 ms [2021-01-21 14:10:03 main:574] : INFO : Epoch 1581 | loss: 0.0312478 | val_loss: 0.0312487 | Time: 2437.68 ms [2021-01-21 14:10:06 main:574] : INFO : Epoch 1582 | loss: 0.0312481 | val_loss: 0.0312474 | Time: 2475.47 ms [2021-01-21 14:10:08 main:574] : INFO : Epoch 1583 | loss: 0.0312491 | val_loss: 0.031248 | Time: 2411.17 ms [2021-01-21 14:10:11 main:574] : INFO : Epoch 1584 | loss: 0.031248 | val_loss: 0.0312472 | Time: 2454.88 ms [2021-01-21 14:10:13 main:574] : INFO : Epoch 1585 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 2534.41 ms [2021-01-21 14:10:16 main:574] : INFO : Epoch 1586 | loss: 0.0312474 | val_loss: 0.0312473 | Time: 2566.08 ms [2021-01-21 14:10:19 main:574] : INFO : Epoch 1587 | loss: 0.0312478 | val_loss: 0.031247 | Time: 2470.83 ms [2021-01-21 14:10:21 main:574] : INFO : Epoch 1588 | loss: 0.0312479 | val_loss: 0.0312484 | Time: 2431.83 ms [2021-01-21 14:10:24 main:574] : INFO : Epoch 1589 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 2510.42 ms [2021-01-21 14:10:26 main:574] : INFO : Epoch 1590 | loss: 0.0312485 | val_loss: 0.0312492 | Time: 2424.19 ms [2021-01-21 14:10:29 main:574] : INFO : Epoch 1591 | loss: 0.0312505 | val_loss: 0.0312479 | Time: 2460.02 ms [2021-01-21 14:10:31 main:574] : INFO : Epoch 1592 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 2417.73 ms [2021-01-21 14:10:34 main:574] : INFO : Epoch 1593 | loss: 0.0312484 | val_loss: 0.0312518 | Time: 2463.33 ms [2021-01-21 14:10:36 main:574] : INFO : Epoch 1594 | loss: 0.0312494 | val_loss: 0.0312472 | Time: 2410.62 ms [2021-01-21 14:10:39 main:574] : INFO : Epoch 1595 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 2372 ms [2021-01-21 14:10:41 main:574] : INFO : Epoch 1596 | loss: 0.0312483 | val_loss: 0.031248 | Time: 2443.72 ms [2021-01-21 14:10:44 main:574] : INFO : Epoch 1597 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 2516.24 ms [2021-01-21 14:10:46 main:574] : INFO : Epoch 1598 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 2407.95 ms [2021-01-21 14:10:49 main:574] : INFO : Epoch 1599 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 2529.71 ms [2021-01-21 14:10:51 main:574] : INFO : Epoch 1600 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 2453.29 ms [2021-01-21 14:10:54 main:574] : INFO : Epoch 1601 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 2546.76 ms [2021-01-21 14:10:56 main:574] : INFO : Epoch 1602 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 2441.84 ms [2021-01-21 14:10:59 main:574] : INFO : Epoch 1603 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 2557.33 ms [2021-01-21 14:11:01 main:574] : INFO : Epoch 1604 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 2378.42 ms [2021-01-21 14:11:04 main:574] : INFO : Epoch 1605 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 2548.2 ms [2021-01-21 14:11:06 main:574] : INFO : Epoch 1606 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 2424.58 ms [2021-01-21 14:11:09 main:574] : INFO : Epoch 1607 | loss: 0.0312489 | val_loss: 0.0312486 | Time: 2432.36 ms [2021-01-21 14:11:11 main:574] : INFO : Epoch 1608 | loss: 0.03125 | val_loss: 0.0312477 | Time: 2463.88 ms [2021-01-21 14:11:14 main:574] : INFO : Epoch 1609 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 2476.35 ms [2021-01-21 14:11:16 main:574] : INFO : Epoch 1610 | loss: 0.0312493 | val_loss: 0.0312473 | Time: 2373.1 ms [2021-01-21 14:11:19 main:574] : INFO : Epoch 1611 | loss: 0.0312481 | val_loss: 0.031248 | Time: 2505.63 ms [2021-01-21 14:11:21 main:574] : INFO : Epoch 1612 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 2557.91 ms [2021-01-21 14:11:24 main:574] : INFO : Epoch 1613 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 2455.78 ms [2021-01-21 14:11:26 main:574] : INFO : Epoch 1614 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 2487.35 ms [2021-01-21 14:11:29 main:574] : INFO : Epoch 1615 | loss: 0.031248 | val_loss: 0.0312474 | Time: 2487.13 ms [2021-01-21 14:11:32 main:574] : INFO : Epoch 1616 | loss: 0.031248 | val_loss: 0.0312469 | Time: 2446.42 ms [2021-01-21 14:11:34 main:574] : INFO : Epoch 1617 | loss: 0.031248 | val_loss: 0.0312469 | Time: 2427.52 ms [2021-01-21 14:11:36 main:574] : INFO : Epoch 1618 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 2395.44 ms [2021-01-21 14:11:39 main:574] : INFO : Epoch 1619 | loss: 0.031248 | val_loss: 0.0312479 | Time: 2429.16 ms [2021-01-21 14:11:42 main:574] : INFO : Epoch 1620 | loss: 0.0312477 | val_loss: 0.031247 | Time: 2528.45 ms [2021-01-21 14:11:44 main:574] : INFO : Epoch 1621 | loss: 0.031248 | val_loss: 0.0312473 | Time: 2479.66 ms [2021-01-21 14:11:47 main:574] : INFO : Epoch 1622 | loss: 0.0312484 | val_loss: 0.0312469 | Time: 2529.31 ms [2021-01-21 14:11:49 main:574] : INFO : Epoch 1623 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 2416.24 ms [2021-01-21 14:11:52 main:574] : INFO : Epoch 1624 | loss: 0.031248 | val_loss: 0.0312469 | Time: 2491.97 ms [2021-01-21 14:11:54 main:574] : INFO : Epoch 1625 | loss: 0.0312479 | val_loss: 0.0312491 | Time: 2491.54 ms [2021-01-21 14:11:57 main:574] : INFO : Epoch 1626 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 2466.35 ms [2021-01-21 14:11:59 main:574] : INFO : Epoch 1627 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 2591.71 ms [2021-01-21 14:12:02 main:574] : INFO : Epoch 1628 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 2513.23 ms [2021-01-21 14:12:05 main:574] : INFO : Epoch 1629 | loss: 0.0312511 | val_loss: 0.0312486 | Time: 2505.68 ms [2021-01-21 14:12:07 main:574] : INFO : Epoch 1630 | loss: 0.0312489 | val_loss: 0.0312476 | Time: 2453.77 ms [2021-01-21 14:12:10 main:574] : INFO : Epoch 1631 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 2514.5 ms [2021-01-21 14:12:12 main:574] : INFO : Epoch 1632 | loss: 0.0312477 | val_loss: 0.0312492 | Time: 2506.01 ms [2021-01-21 14:12:15 main:574] : INFO : Epoch 1633 | loss: 0.0312494 | val_loss: 0.0312469 | Time: 2497.95 ms [2021-01-21 14:12:17 main:574] : INFO : Epoch 1634 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 2472.96 ms [2021-01-21 14:12:20 main:574] : INFO : Epoch 1635 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 2549.98 ms [2021-01-21 14:12:22 main:574] : INFO : Epoch 1636 | loss: 0.0312479 | val_loss: 0.0312467 | Time: 2407.84 ms [2021-01-21 14:12:25 main:574] : INFO : Epoch 1637 | loss: 0.0312474 | val_loss: 0.031247 | Time: 2443.73 ms [2021-01-21 14:12:28 main:574] : INFO : Epoch 1638 | loss: 0.0312481 | val_loss: 0.0312488 | Time: 2573.56 ms [2021-01-21 14:12:30 main:574] : INFO : Epoch 1639 | loss: 0.0312495 | val_loss: 0.0312482 | Time: 2490.77 ms [2021-01-21 14:12:33 main:574] : INFO : Epoch 1640 | loss: 0.0312496 | val_loss: 0.031249 | Time: 2480.96 ms [2021-01-21 14:12:35 main:574] : INFO : Epoch 1641 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2457.68 ms [2021-01-21 14:12:38 main:574] : INFO : Epoch 1642 | loss: 0.0312483 | val_loss: 0.031247 | Time: 2503.49 ms [2021-01-21 14:12:40 main:574] : INFO : Epoch 1643 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 2492.93 ms [2021-01-21 14:12:43 main:574] : INFO : Epoch 1644 | loss: 0.0312476 | val_loss: 0.031247 | Time: 2523.11 ms [2021-01-21 14:12:45 main:574] : INFO : Epoch 1645 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 2376.02 ms [2021-01-21 14:12:48 main:574] : INFO : Epoch 1646 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 2462.64 ms [2021-01-21 14:12:50 main:574] : INFO : Epoch 1647 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 2549.47 ms [2021-01-21 14:12:53 main:574] : INFO : Epoch 1648 | loss: 0.0312473 | val_loss: 0.031247 | Time: 2469.81 ms [2021-01-21 14:12:55 main:574] : INFO : Epoch 1649 | loss: 0.031248 | val_loss: 0.0312471 | Time: 2425.38 ms [2021-01-21 14:12:58 main:574] : INFO : Epoch 1650 | loss: 0.0312487 | val_loss: 0.0312478 | Time: 2421.28 ms [2021-01-21 14:13:00 main:574] : INFO : Epoch 1651 | loss: 0.0312476 | val_loss: 0.0312484 | Time: 2513.92 ms [2021-01-21 14:13:03 main:574] : INFO : Epoch 1652 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 2480.64 ms [2021-01-21 14:13:05 main:574] : INFO : Epoch 1653 | loss: 0.0312478 | val_loss: 0.031247 | Time: 2476.36 ms [2021-01-21 14:13:08 main:574] : INFO : Epoch 1654 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 2359.01 ms [2021-01-21 14:13:10 main:574] : INFO : Epoch 1655 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 2448.54 ms [2021-01-21 14:13:13 main:574] : INFO : Epoch 1656 | loss: 0.0312482 | val_loss: 0.0312481 | Time: 2541.16 ms [2021-01-21 14:13:16 main:574] : INFO : Epoch 1657 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 2497.82 ms [2021-01-21 14:13:18 main:574] : INFO : Epoch 1658 | loss: 0.031248 | val_loss: 0.0312478 | Time: 2465.34 ms [2021-01-21 14:13:21 main:574] : INFO : Epoch 1659 | loss: 0.0312477 | val_loss: 0.0312486 | Time: 2522.34 ms [2021-01-21 14:13:23 main:574] : INFO : Epoch 1660 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 2428.13 ms [2021-01-21 14:13:26 main:574] : INFO : Epoch 1661 | loss: 0.0312486 | val_loss: 0.0312479 | Time: 2396.63 ms [2021-01-21 14:13:28 main:574] : INFO : Epoch 1662 | loss: 0.0312483 | val_loss: 0.0312471 | Time: 2393.92 ms [2021-01-21 14:13:31 main:574] : INFO : Epoch 1663 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 2427.79 ms [2021-01-21 14:13:33 main:574] : INFO : Epoch 1664 | loss: 0.0312478 | val_loss: 0.031247 | Time: 2373.86 ms [2021-01-21 14:13:35 main:574] : INFO : Epoch 1665 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 2454.73 ms [2021-01-21 14:13:38 main:574] : INFO : Epoch 1666 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 2427.24 ms [2021-01-21 14:13:41 main:574] : INFO : Epoch 1667 | loss: 0.0312476 | val_loss: 0.031247 | Time: 2561.47 ms [2021-01-21 14:13:43 main:574] : INFO : Epoch 1668 | loss: 0.0312474 | val_loss: 0.031247 | Time: 2568.2 ms [2021-01-21 14:13:46 main:574] : INFO : Epoch 1669 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 2445.39 ms [2021-01-21 14:13:48 main:574] : INFO : Epoch 1670 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 2425.73 ms [2021-01-21 14:13:51 main:574] : INFO : Epoch 1671 | loss: 0.0312476 | val_loss: 0.031247 | Time: 2562.46 ms [2021-01-21 14:13:53 main:574] : INFO : Epoch 1672 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 2426.89 ms [2021-01-21 14:13:56 main:574] : INFO : Epoch 1673 | loss: 0.0312472 | val_loss: 0.0312471 | Time: 2443.49 ms [2021-01-21 14:13:58 main:574] : INFO : Epoch 1674 | loss: 0.0312475 | val_loss: 0.031247 | Time: 2505.13 ms [2021-01-21 14:14:01 main:574] : INFO : Epoch 1675 | loss: 0.0312477 | val_loss: 0.0312483 | Time: 2459.36 ms [2021-01-21 14:14:03 main:574] : INFO : Epoch 1676 | loss: 0.0312484 | val_loss: 0.0312483 | Time: 2512.12 ms [2021-01-21 14:14:06 main:574] : INFO : Epoch 1677 | loss: 0.0312506 | val_loss: 0.0312472 | Time: 2518.08 ms [2021-01-21 14:14:09 main:574] : INFO : Epoch 1678 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 2454.49 ms [2021-01-21 14:14:11 main:574] : INFO : Epoch 1679 | loss: 0.0312482 | val_loss: 0.0312483 | Time: 2509.53 ms [2021-01-21 14:14:14 main:574] : INFO : Epoch 1680 | loss: 0.031248 | val_loss: 0.0312471 | Time: 2519.54 ms [2021-01-21 14:14:16 main:574] : INFO : Epoch 1681 | loss: 0.0312478 | val_loss: 0.0312479 | Time: 2393.23 ms [2021-01-21 14:14:19 main:574] : INFO : Epoch 1682 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 2425.02 ms [2021-01-21 14:14:21 main:574] : INFO : Epoch 1683 | loss: 0.0312478 | val_loss: 0.031249 | Time: 2493.58 ms [2021-01-21 14:14:24 main:574] : INFO : Epoch 1684 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 2464.2 ms [2021-01-21 14:14:26 main:574] : INFO : Epoch 1685 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 2489.28 ms [2021-01-21 14:14:29 main:574] : INFO : Epoch 1686 | loss: 0.0312479 | val_loss: 0.031247 | Time: 2551.5 ms [2021-01-21 14:14:31 main:574] : INFO : Epoch 1687 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 2474.13 ms [2021-01-21 14:14:34 main:574] : INFO : Epoch 1688 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 2519.63 ms [2021-01-21 14:14:37 main:574] : INFO : Epoch 1689 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 2540.84 ms [2021-01-21 14:14:39 main:574] : INFO : Epoch 1690 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 2380.47 ms [2021-01-21 14:14:42 main:574] : INFO : Epoch 1691 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 2443.43 ms [2021-01-21 14:14:44 main:574] : INFO : Epoch 1692 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 2512.78 ms [2021-01-21 14:14:47 main:574] : INFO : Epoch 1693 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 2496.59 ms [2021-01-21 14:14:49 main:574] : INFO : Epoch 1694 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 2572 ms [2021-01-21 14:14:52 main:574] : INFO : Epoch 1695 | loss: 0.031248 | val_loss: 0.0312475 | Time: 2410.49 ms [2021-01-21 14:14:54 main:574] : INFO : Epoch 1696 | loss: 0.0312476 | val_loss: 0.031247 | Time: 2436.48 ms [2021-01-21 14:14:57 main:574] : INFO : Epoch 1697 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 2410.74 ms [2021-01-21 14:14:59 main:574] : INFO : Epoch 1698 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 2493.28 ms [2021-01-21 14:15:02 main:574] : INFO : Epoch 1699 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 2536.94 ms [2021-01-21 14:15:04 main:574] : INFO : Epoch 1700 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 2465.48 ms [2021-01-21 14:15:07 main:574] : INFO : Epoch 1701 | loss: 0.0312483 | val_loss: 0.0312495 | Time: 2518.49 ms [2021-01-21 14:15:09 main:574] : INFO : Epoch 1702 | loss: 0.0312483 | val_loss: 0.0312468 | Time: 2436.37 ms [2021-01-21 14:15:12 main:574] : INFO : Epoch 1703 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 2507.95 ms [2021-01-21 14:15:15 main:574] : INFO : Epoch 1704 | loss: 0.0312493 | val_loss: 0.0312541 | Time: 2454.01 ms [2021-01-21 14:15:17 main:574] : INFO : Epoch 1705 | loss: 0.0312522 | val_loss: 0.0312531 | Time: 2500.74 ms [2021-01-21 14:15:20 main:574] : INFO : Epoch 1706 | loss: 0.0312506 | val_loss: 0.0312479 | Time: 2425.67 ms [2021-01-21 14:15:22 main:574] : INFO : Epoch 1707 | loss: 0.031248 | val_loss: 0.0312476 | Time: 2450.59 ms [2021-01-21 14:15:25 main:574] : INFO : Epoch 1708 | loss: 0.0312489 | val_loss: 0.0312475 | Time: 2391.37 ms [2021-01-21 14:15:27 main:574] : INFO : Epoch 1709 | loss: 0.0312502 | val_loss: 0.0312482 | Time: 2453.88 ms [2021-01-21 14:15:29 main:574] : INFO : Epoch 1710 | loss: 0.0312489 | val_loss: 0.0312474 | Time: 2411.74 ms [2021-01-21 14:15:32 main:574] : INFO : Epoch 1711 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 2511.94 ms [2021-01-21 14:15:35 main:574] : INFO : Epoch 1712 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 2475 ms [2021-01-21 14:15:37 main:574] : INFO : Epoch 1713 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 2501.73 ms [2021-01-21 14:15:40 main:574] : INFO : Epoch 1714 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 2403.54 ms [2021-01-21 14:15:42 main:574] : INFO : Epoch 1715 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 2466.88 ms [2021-01-21 14:15:45 main:574] : INFO : Epoch 1716 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 2483.21 ms [2021-01-21 14:15:47 main:574] : INFO : Epoch 1717 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 2490.14 ms [2021-01-21 14:15:50 main:574] : INFO : Epoch 1718 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 2469.17 ms [2021-01-21 14:15:52 main:574] : INFO : Epoch 1719 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 2411.93 ms [2021-01-21 14:15:55 main:574] : INFO : Epoch 1720 | loss: 0.0312481 | val_loss: 0.0312483 | Time: 2473.65 ms [2021-01-21 14:15:57 main:574] : INFO : Epoch 1721 | loss: 0.0312484 | val_loss: 0.031247 | Time: 2455.47 ms [2021-01-21 14:16:00 main:574] : INFO : Epoch 1722 | loss: 0.0312484 | val_loss: 0.0312471 | Time: 2515.31 ms [2021-01-21 14:16:02 main:574] : INFO : Epoch 1723 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 2384.43 ms [2021-01-21 14:16:05 main:574] : INFO : Epoch 1724 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 2517.7 ms [2021-01-21 14:16:08 main:574] : INFO : Epoch 1725 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 2445.98 ms [2021-01-21 14:16:10 main:574] : INFO : Epoch 1726 | loss: 0.031248 | val_loss: 0.0312476 | Time: 2430.27 ms [2021-01-21 14:16:12 main:574] : INFO : Epoch 1727 | loss: 0.031249 | val_loss: 0.0312475 | Time: 2456.98 ms [2021-01-21 14:16:15 main:574] : INFO : Epoch 1728 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 2480.4 ms [2021-01-21 14:16:18 main:574] : INFO : Epoch 1729 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 2486.46 ms [2021-01-21 14:16:20 main:574] : INFO : Epoch 1730 | loss: 0.0312476 | val_loss: 0.031247 | Time: 2445.34 ms [2021-01-21 14:16:23 main:574] : INFO : Epoch 1731 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 2467.03 ms [2021-01-21 14:16:25 main:574] : INFO : Epoch 1732 | loss: 0.0312478 | val_loss: 0.031247 | Time: 2447.28 ms [2021-01-21 14:16:28 main:574] : INFO : Epoch 1733 | loss: 0.0312473 | val_loss: 0.031247 | Time: 2450 ms [2021-01-21 14:16:30 main:574] : INFO : Epoch 1734 | loss: 0.0312474 | val_loss: 0.0312482 | Time: 2463.38 ms [2021-01-21 14:16:33 main:574] : INFO : Epoch 1735 | loss: 0.0312481 | val_loss: 0.031247 | Time: 2457.37 ms [2021-01-21 14:16:35 main:574] : INFO : Epoch 1736 | loss: 0.0312474 | val_loss: 0.0312474 | Time: 2408.81 ms [2021-01-21 14:16:37 main:574] : INFO : Epoch 1737 | loss: 0.0312475 | val_loss: 0.0312483 | Time: 2444.12 ms [2021-01-21 14:16:40 main:574] : INFO : Epoch 1738 | loss: 0.0312491 | val_loss: 0.0312514 | Time: 2529.06 ms [2021-01-21 14:16:43 main:574] : INFO : Epoch 1739 | loss: 0.0312485 | val_loss: 0.0312469 | Time: 2432.04 ms [2021-01-21 14:16:45 main:574] : INFO : Epoch 1740 | loss: 0.031248 | val_loss: 0.0312483 | Time: 2530.25 ms [2021-01-21 14:16:48 main:574] : INFO : Epoch 1741 | loss: 0.0312484 | val_loss: 0.0312496 | Time: 2494.37 ms [2021-01-21 14:16:50 main:574] : INFO : Epoch 1742 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2500.94 ms [2021-01-21 14:16:53 main:574] : INFO : Epoch 1743 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 2392.47 ms [2021-01-21 14:16:55 main:574] : INFO : Epoch 1744 | loss: 0.031248 | val_loss: 0.0312474 | Time: 2424.64 ms [2021-01-21 14:16:58 main:574] : INFO : Epoch 1745 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 2349.05 ms [2021-01-21 14:17:00 main:574] : INFO : Epoch 1746 | loss: 0.0312478 | val_loss: 0.0312495 | Time: 2585.7 ms [2021-01-21 14:17:03 main:574] : INFO : Epoch 1747 | loss: 0.0312495 | val_loss: 0.031247 | Time: 2437.57 ms [2021-01-21 14:17:05 main:574] : INFO : Epoch 1748 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 2453.68 ms [2021-01-21 14:17:08 main:574] : INFO : Epoch 1749 | loss: 0.031248 | val_loss: 0.0312484 | Time: 2421.2 ms [2021-01-21 14:17:10 main:574] : INFO : Epoch 1750 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 2450.3 ms [2021-01-21 14:17:13 main:574] : INFO : Epoch 1751 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 2419.54 ms [2021-01-21 14:17:15 main:574] : INFO : Epoch 1752 | loss: 0.0312482 | val_loss: 0.031248 | Time: 2410.93 ms [2021-01-21 14:17:18 main:574] : INFO : Epoch 1753 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 2438.23 ms [2021-01-21 14:17:20 main:574] : INFO : Epoch 1754 | loss: 0.0312474 | val_loss: 0.031247 | Time: 2423.83 ms [2021-01-21 14:17:23 main:574] : INFO : Epoch 1755 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 2464.39 ms [2021-01-21 14:17:25 main:574] : INFO : Epoch 1756 | loss: 0.0312498 | val_loss: 0.0312478 | Time: 2436.11 ms [2021-01-21 14:17:28 main:574] : INFO : Epoch 1757 | loss: 0.0312481 | val_loss: 0.0312469 | Time: 2452.58 ms [2021-01-21 14:17:30 main:574] : INFO : Epoch 1758 | loss: 0.0312484 | val_loss: 0.0312493 | Time: 2503.29 ms [2021-01-21 14:17:33 main:574] : INFO : Epoch 1759 | loss: 0.0312478 | val_loss: 0.0312484 | Time: 2496.11 ms [2021-01-21 14:17:35 main:574] : INFO : Epoch 1760 | loss: 0.031248 | val_loss: 0.0312472 | Time: 2464.11 ms [2021-01-21 14:17:38 main:574] : INFO : Epoch 1761 | loss: 0.0312479 | val_loss: 0.0312474 | Time: 2450.8 ms [2021-01-21 14:17:41 main:574] : INFO : Epoch 1762 | loss: 0.0312478 | val_loss: 0.0312469 | Time: 2509.75 ms [2021-01-21 14:17:43 main:574] : INFO : Epoch 1763 | loss: 0.0312481 | val_loss: 0.0312496 | Time: 2393.89 ms [2021-01-21 14:17:46 main:574] : INFO : Epoch 1764 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 2498.8 ms [2021-01-21 14:17:48 main:574] : INFO : Epoch 1765 | loss: 0.0312486 | val_loss: 0.0312473 | Time: 2405.59 ms [2021-01-21 14:17:51 main:574] : INFO : Epoch 1766 | loss: 0.0312494 | val_loss: 0.0312489 | Time: 2394.82 ms [2021-01-21 14:17:53 main:574] : INFO : Epoch 1767 | loss: 0.0312479 | val_loss: 0.0312486 | Time: 2466.95 ms [2021-01-21 14:17:56 main:574] : INFO : Epoch 1768 | loss: 0.0312475 | val_loss: 0.031247 | Time: 2469.26 ms [2021-01-21 14:17:58 main:574] : INFO : Epoch 1769 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 2459.34 ms [2021-01-21 14:18:01 main:574] : INFO : Epoch 1770 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 2379.07 ms [2021-01-21 14:18:03 main:574] : INFO : Epoch 1771 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 2456.26 ms [2021-01-21 14:18:06 main:574] : INFO : Epoch 1772 | loss: 0.0312483 | val_loss: 0.0312489 | Time: 2525.6 ms [2021-01-21 14:18:08 main:574] : INFO : Epoch 1773 | loss: 0.0312482 | val_loss: 0.0312475 | Time: 2417.04 ms [2021-01-21 14:18:11 main:574] : INFO : Epoch 1774 | loss: 0.0312478 | val_loss: 0.0312477 | Time: 2570.35 ms [2021-01-21 14:18:13 main:574] : INFO : Epoch 1775 | loss: 0.0312477 | val_loss: 0.031247 | Time: 2434.85 ms [2021-01-21 14:18:16 main:574] : INFO : Epoch 1776 | loss: 0.031248 | val_loss: 0.031247 | Time: 2410.76 ms [2021-01-21 14:18:19 main:574] : INFO : Epoch 1777 | loss: 0.0312476 | val_loss: 0.0312475 | Time: 2561.74 ms [2021-01-21 14:18:21 main:574] : INFO : Epoch 1778 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 2479.75 ms [2021-01-21 14:18:24 main:574] : INFO : Epoch 1779 | loss: 0.0312479 | val_loss: 0.031247 | Time: 2423.06 ms [2021-01-21 14:18:26 main:574] : INFO : Epoch 1780 | loss: 0.0312475 | val_loss: 0.0312478 | Time: 2431.75 ms [2021-01-21 14:18:29 main:574] : INFO : Epoch 1781 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 2534.31 ms [2021-01-21 14:18:31 main:574] : INFO : Epoch 1782 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 2446.17 ms [2021-01-21 14:18:34 main:574] : INFO : Epoch 1783 | loss: 0.0312483 | val_loss: 0.0312477 | Time: 2456.42 ms [2021-01-21 14:18:36 main:574] : INFO : Epoch 1784 | loss: 0.0312485 | val_loss: 0.0312473 | Time: 2537.07 ms [2021-01-21 14:18:39 main:574] : INFO : Epoch 1785 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 2444.6 ms [2021-01-21 14:18:41 main:574] : INFO : Epoch 1786 | loss: 0.0312477 | val_loss: 0.031247 | Time: 2527.09 ms [2021-01-21 14:18:44 main:574] : INFO : Epoch 1787 | loss: 0.0312475 | val_loss: 0.031248 | Time: 2523 ms [2021-01-21 14:18:47 main:574] : INFO : Epoch 1788 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 2585.07 ms [2021-01-21 14:18:49 main:574] : INFO : Epoch 1789 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 2553.43 ms [2021-01-21 14:18:52 main:574] : INFO : Epoch 1790 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 2441.99 ms [2021-01-21 14:18:54 main:574] : INFO : Epoch 1791 | loss: 0.0312482 | val_loss: 0.03125 | Time: 2526 ms [2021-01-21 14:18:57 main:574] : INFO : Epoch 1792 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 2474.61 ms [2021-01-21 14:18:59 main:574] : INFO : Epoch 1793 | loss: 0.0312478 | val_loss: 0.0312478 | Time: 2478.77 ms [2021-01-21 14:19:02 main:574] : INFO : Epoch 1794 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 2366.29 ms [2021-01-21 14:19:04 main:574] : INFO : Epoch 1795 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 2411.79 ms [2021-01-21 14:19:07 main:574] : INFO : Epoch 1796 | loss: 0.0312527 | val_loss: 0.0312531 | Time: 2440.53 ms [2021-01-21 14:19:09 main:574] : INFO : Epoch 1797 | loss: 0.0312505 | val_loss: 0.0312476 | Time: 2334.62 ms [2021-01-21 14:19:12 main:574] : INFO : Epoch 1798 | loss: 0.0312481 | val_loss: 0.0312479 | Time: 2500.4 ms [2021-01-21 14:19:14 main:574] : INFO : Epoch 1799 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 2472.74 ms [2021-01-21 14:19:17 main:574] : INFO : Epoch 1800 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 2425.48 ms [2021-01-21 14:19:19 main:574] : INFO : Epoch 1801 | loss: 0.0312479 | val_loss: 0.031249 | Time: 2556.19 ms [2021-01-21 14:19:22 main:574] : INFO : Epoch 1802 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 2533.07 ms [2021-01-21 14:19:24 main:574] : INFO : Epoch 1803 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 2509.25 ms [2021-01-21 14:19:27 main:574] : INFO : Epoch 1804 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 2447.79 ms [2021-01-21 14:19:29 main:574] : INFO : Epoch 1805 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 2325.43 ms [2021-01-21 14:19:32 main:574] : INFO : Epoch 1806 | loss: 0.0312478 | val_loss: 0.031247 | Time: 2542.31 ms [2021-01-21 14:19:34 main:574] : INFO : Epoch 1807 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 2497.04 ms [2021-01-21 14:19:37 main:574] : INFO : Epoch 1808 | loss: 0.0312478 | val_loss: 0.031248 | Time: 2598.83 ms [2021-01-21 14:19:39 main:574] : INFO : Epoch 1809 | loss: 0.0312473 | val_loss: 0.0312487 | Time: 2463.79 ms [2021-01-21 14:19:42 main:574] : INFO : Epoch 1810 | loss: 0.031249 | val_loss: 0.0312468 | Time: 2457.45 ms [2021-01-21 14:19:45 main:574] : INFO : Epoch 1811 | loss: 0.0312478 | val_loss: 0.031247 | Time: 2526.74 ms [2021-01-21 14:19:47 main:574] : INFO : Epoch 1812 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 2555.07 ms [2021-01-21 14:19:50 main:574] : INFO : Epoch 1813 | loss: 0.0312481 | val_loss: 0.031249 | Time: 2417.96 ms [2021-01-21 14:19:52 main:574] : INFO : Epoch 1814 | loss: 0.0312481 | val_loss: 0.0312468 | Time: 2368.09 ms [2021-01-21 14:19:55 main:574] : INFO : Epoch 1815 | loss: 0.0312476 | val_loss: 0.0312473 | Time: 2445.71 ms [2021-01-21 14:19:57 main:574] : INFO : Epoch 1816 | loss: 0.0312477 | val_loss: 0.0312468 | Time: 2500.24 ms [2021-01-21 14:20:00 main:574] : INFO : Epoch 1817 | loss: 0.0312473 | val_loss: 0.0312473 | Time: 2459.65 ms [2021-01-21 14:20:02 main:574] : INFO : Epoch 1818 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 2458.88 ms [2021-01-21 14:20:05 main:574] : INFO : Epoch 1819 | loss: 0.0312477 | val_loss: 0.0312482 | Time: 2464.91 ms [2021-01-21 14:20:07 main:574] : INFO : Epoch 1820 | loss: 0.0312474 | val_loss: 0.0312471 | Time: 2460.08 ms [2021-01-21 14:20:10 main:574] : INFO : Epoch 1821 | loss: 0.0312474 | val_loss: 0.0312476 | Time: 2552.95 ms [2021-01-21 14:20:12 main:574] : INFO : Epoch 1822 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 2451.13 ms [2021-01-21 14:20:15 main:574] : INFO : Epoch 1823 | loss: 0.0312486 | val_loss: 0.0312471 | Time: 2510.4 ms [2021-01-21 14:20:17 main:574] : INFO : Epoch 1824 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2271.24 ms [2021-01-21 14:20:20 main:574] : INFO : Epoch 1825 | loss: 0.0312487 | val_loss: 0.0312474 | Time: 2440.37 ms [2021-01-21 14:20:22 main:574] : INFO : Epoch 1826 | loss: 0.031248 | val_loss: 0.0312482 | Time: 2630.88 ms [2021-01-21 14:20:25 main:574] : INFO : Epoch 1827 | loss: 0.0312484 | val_loss: 0.031247 | Time: 2515.3 ms [2021-01-21 14:20:28 main:574] : INFO : Epoch 1828 | loss: 0.0312477 | val_loss: 0.0312497 | Time: 2521.03 ms [2021-01-21 14:20:30 main:574] : INFO : Epoch 1829 | loss: 0.031249 | val_loss: 0.0312478 | Time: 2595.46 ms [2021-01-21 14:20:33 main:574] : INFO : Epoch 1830 | loss: 0.0312479 | val_loss: 0.031247 | Time: 2556.59 ms [2021-01-21 14:20:35 main:574] : INFO : Epoch 1831 | loss: 0.031248 | val_loss: 0.0312472 | Time: 2526.44 ms [2021-01-21 14:20:38 main:574] : INFO : Epoch 1832 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2473.04 ms [2021-01-21 14:20:41 main:574] : INFO : Epoch 1833 | loss: 0.0312477 | val_loss: 0.0312472 | Time: 2505.39 ms [2021-01-21 14:20:43 main:574] : INFO : Epoch 1834 | loss: 0.0312486 | val_loss: 0.0312477 | Time: 2545.56 ms [2021-01-21 14:20:46 main:574] : INFO : Epoch 1835 | loss: 0.0312479 | val_loss: 0.0312488 | Time: 2434.96 ms [2021-01-21 14:20:48 main:574] : INFO : Epoch 1836 | loss: 0.0312483 | val_loss: 0.031247 | Time: 2462.62 ms [2021-01-21 14:20:51 main:574] : INFO : Epoch 1837 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 2544.8 ms [2021-01-21 14:20:53 main:574] : INFO : Epoch 1838 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 2473.73 ms [2021-01-21 14:20:56 main:574] : INFO : Epoch 1839 | loss: 0.0312477 | val_loss: 0.0312479 | Time: 2468.87 ms [2021-01-21 14:20:58 main:574] : INFO : Epoch 1840 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2537.78 ms [2021-01-21 14:21:01 main:574] : INFO : Epoch 1841 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 2492.16 ms [2021-01-21 14:21:03 main:574] : INFO : Epoch 1842 | loss: 0.0312482 | val_loss: 0.0312469 | Time: 2461.21 ms [2021-01-21 14:21:06 main:574] : INFO : Epoch 1843 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2498.34 ms [2021-01-21 14:21:09 main:574] : INFO : Epoch 1844 | loss: 0.0312474 | val_loss: 0.0312472 | Time: 2504.9 ms [2021-01-21 14:21:11 main:574] : INFO : Epoch 1845 | loss: 0.0312475 | val_loss: 0.0312467 | Time: 2474.79 ms [2021-01-21 14:21:14 main:574] : INFO : Epoch 1846 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 2353.31 ms [2021-01-21 14:21:16 main:574] : INFO : Epoch 1847 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 2462.5 ms [2021-01-21 14:21:19 main:574] : INFO : Epoch 1848 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 2469.66 ms [2021-01-21 14:21:21 main:574] : INFO : Epoch 1849 | loss: 0.0312473 | val_loss: 0.0312469 | Time: 2524.77 ms [2021-01-21 14:21:24 main:574] : INFO : Epoch 1850 | loss: 0.0312483 | val_loss: 0.0312469 | Time: 2458.3 ms [2021-01-21 14:21:26 main:574] : INFO : Epoch 1851 | loss: 0.0312483 | val_loss: 0.0312469 | Time: 2476.22 ms [2021-01-21 14:21:29 main:574] : INFO : Epoch 1852 | loss: 0.0312474 | val_loss: 0.0312493 | Time: 2571.48 ms [2021-01-21 14:21:32 main:574] : INFO : Epoch 1853 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2456.04 ms [2021-01-21 14:21:34 main:574] : INFO : Epoch 1854 | loss: 0.0312475 | val_loss: 0.0312474 | Time: 2534.54 ms [2021-01-21 14:21:37 main:574] : INFO : Epoch 1855 | loss: 0.0312491 | val_loss: 0.0312508 | Time: 2502.78 ms [2021-01-21 14:21:39 main:574] : INFO : Epoch 1856 | loss: 0.0312487 | val_loss: 0.0312493 | Time: 2612.38 ms [2021-01-21 14:21:42 main:574] : INFO : Epoch 1857 | loss: 0.0312485 | val_loss: 0.0312527 | Time: 2526.09 ms [2021-01-21 14:21:45 main:574] : INFO : Epoch 1858 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2454.07 ms [2021-01-21 14:21:47 main:574] : INFO : Epoch 1859 | loss: 0.0312496 | val_loss: 0.0312507 | Time: 2458.28 ms [2021-01-21 14:21:50 main:574] : INFO : Epoch 1860 | loss: 0.0312487 | val_loss: 0.031247 | Time: 2432.07 ms [2021-01-21 14:21:52 main:574] : INFO : Epoch 1861 | loss: 0.0312474 | val_loss: 0.0312468 | Time: 2490.32 ms [2021-01-21 14:21:55 main:574] : INFO : Epoch 1862 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 2452.35 ms [2021-01-21 14:21:57 main:574] : INFO : Epoch 1863 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 2409.31 ms [2021-01-21 14:22:00 main:574] : INFO : Epoch 1864 | loss: 0.0312475 | val_loss: 0.0312473 | Time: 2515.39 ms [2021-01-21 14:22:02 main:574] : INFO : Epoch 1865 | loss: 0.0312474 | val_loss: 0.031247 | Time: 2607.64 ms [2021-01-21 14:22:05 main:574] : INFO : Epoch 1866 | loss: 0.0312491 | val_loss: 0.0312484 | Time: 2404.3 ms [2021-01-21 14:22:07 main:574] : INFO : Epoch 1867 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 2431.82 ms [2021-01-21 14:22:10 main:574] : INFO : Epoch 1868 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 2509.52 ms [2021-01-21 14:22:12 main:574] : INFO : Epoch 1869 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 2446.97 ms [2021-01-21 14:22:15 main:574] : INFO : Epoch 1870 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 2496.22 ms [2021-01-21 14:22:18 main:574] : INFO : Epoch 1871 | loss: 0.0312483 | val_loss: 0.0312479 | Time: 2519.88 ms [2021-01-21 14:22:20 main:574] : INFO : Epoch 1872 | loss: 0.0312485 | val_loss: 0.031247 | Time: 2420.69 ms [2021-01-21 14:22:22 main:574] : INFO : Epoch 1873 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 2420.86 ms [2021-01-21 14:22:25 main:574] : INFO : Epoch 1874 | loss: 0.0312478 | val_loss: 0.0312476 | Time: 2441.46 ms [2021-01-21 14:22:27 main:574] : INFO : Epoch 1875 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 2504.33 ms [2021-01-21 14:22:30 main:574] : INFO : Epoch 1876 | loss: 0.0312477 | val_loss: 0.0312469 | Time: 2460.91 ms [2021-01-21 14:22:33 main:574] : INFO : Epoch 1877 | loss: 0.0312477 | val_loss: 0.031247 | Time: 2451.01 ms [2021-01-21 14:22:35 main:574] : INFO : Epoch 1878 | loss: 0.0312476 | val_loss: 0.0312492 | Time: 2446.6 ms [2021-01-21 14:22:38 main:574] : INFO : Epoch 1879 | loss: 0.0312491 | val_loss: 0.031247 | Time: 2426.25 ms [2021-01-21 14:22:40 main:574] : INFO : Epoch 1880 | loss: 0.0312475 | val_loss: 0.031247 | Time: 2517.2 ms [2021-01-21 14:22:43 main:574] : INFO : Epoch 1881 | loss: 0.0312477 | val_loss: 0.0312485 | Time: 2481.83 ms [2021-01-21 14:22:45 main:574] : INFO : Epoch 1882 | loss: 0.0312479 | val_loss: 0.031247 | Time: 2532.67 ms [2021-01-21 14:22:48 main:574] : INFO : Epoch 1883 | loss: 0.031248 | val_loss: 0.0312468 | Time: 2446.18 ms [2021-01-21 14:22:50 main:574] : INFO : Epoch 1884 | loss: 0.0312474 | val_loss: 0.031247 | Time: 2501.4 ms [2021-01-21 14:22:53 main:574] : INFO : Epoch 1885 | loss: 0.0312479 | val_loss: 0.031247 | Time: 2378.55 ms [2021-01-21 14:22:55 main:574] : INFO : Epoch 1886 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 2493.81 ms [2021-01-21 14:22:58 main:574] : INFO : Epoch 1887 | loss: 0.031248 | val_loss: 0.0312477 | Time: 2412.62 ms [2021-01-21 14:23:01 main:574] : INFO : Epoch 1888 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 2504.39 ms [2021-01-21 14:23:03 main:574] : INFO : Epoch 1889 | loss: 0.0312478 | val_loss: 0.0312488 | Time: 2576.7 ms [2021-01-21 14:23:06 main:574] : INFO : Epoch 1890 | loss: 0.0312485 | val_loss: 0.0312472 | Time: 2449.27 ms [2021-01-21 14:23:08 main:574] : INFO : Epoch 1891 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 2430.2 ms [2021-01-21 14:23:11 main:574] : INFO : Epoch 1892 | loss: 0.0312481 | val_loss: 0.031247 | Time: 2482.48 ms [2021-01-21 14:23:13 main:574] : INFO : Epoch 1893 | loss: 0.0312485 | val_loss: 0.031248 | Time: 2444.15 ms [2021-01-21 14:23:16 main:574] : INFO : Epoch 1894 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 2416.46 ms [2021-01-21 14:23:18 main:574] : INFO : Epoch 1895 | loss: 0.0312478 | val_loss: 0.0312473 | Time: 2495.59 ms [2021-01-21 14:23:21 main:574] : INFO : Epoch 1896 | loss: 0.031248 | val_loss: 0.0312471 | Time: 2522.17 ms [2021-01-21 14:23:23 main:574] : INFO : Epoch 1897 | loss: 0.0312476 | val_loss: 0.031248 | Time: 2473.43 ms [2021-01-21 14:23:26 main:574] : INFO : Epoch 1898 | loss: 0.0312479 | val_loss: 0.0312477 | Time: 2408.93 ms [2021-01-21 14:23:28 main:574] : INFO : Epoch 1899 | loss: 0.0312479 | val_loss: 0.0312483 | Time: 2481.68 ms [2021-01-21 14:23:31 main:574] : INFO : Epoch 1900 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 2460.35 ms [2021-01-21 14:23:33 main:574] : INFO : Epoch 1901 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 2406.76 ms [2021-01-21 14:23:36 main:574] : INFO : Epoch 1902 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 2414.41 ms [2021-01-21 14:23:38 main:574] : INFO : Epoch 1903 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 2509.26 ms [2021-01-21 14:23:41 main:574] : INFO : Epoch 1904 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 2367.83 ms [2021-01-21 14:23:43 main:574] : INFO : Epoch 1905 | loss: 0.0312475 | val_loss: 0.0312481 | Time: 2372.69 ms [2021-01-21 14:23:45 main:574] : INFO : Epoch 1906 | loss: 0.0312485 | val_loss: 0.0312476 | Time: 2342.95 ms [2021-01-21 14:23:48 main:574] : INFO : Epoch 1907 | loss: 0.0312488 | val_loss: 0.0312468 | Time: 2472.96 ms [2021-01-21 14:23:50 main:574] : INFO : Epoch 1908 | loss: 0.0312476 | val_loss: 0.0312477 | Time: 2440.62 ms [2021-01-21 14:23:53 main:574] : INFO : Epoch 1909 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 2455.2 ms [2021-01-21 14:23:55 main:574] : INFO : Epoch 1910 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 2467.28 ms [2021-01-21 14:23:58 main:574] : INFO : Epoch 1911 | loss: 0.0312479 | val_loss: 0.031252 | Time: 2459.3 ms [2021-01-21 14:24:01 main:574] : INFO : Epoch 1912 | loss: 0.0312506 | val_loss: 0.0312511 | Time: 2552.33 ms [2021-01-21 14:24:03 main:574] : INFO : Epoch 1913 | loss: 0.0312493 | val_loss: 0.0312506 | Time: 2509.08 ms [2021-01-21 14:24:06 main:574] : INFO : Epoch 1914 | loss: 0.0312488 | val_loss: 0.0312473 | Time: 2468.73 ms [2021-01-21 14:24:08 main:574] : INFO : Epoch 1915 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 2509.9 ms [2021-01-21 14:24:11 main:574] : INFO : Epoch 1916 | loss: 0.0312478 | val_loss: 0.0312483 | Time: 2544.6 ms [2021-01-21 14:24:13 main:574] : INFO : Epoch 1917 | loss: 0.0312478 | val_loss: 0.0312481 | Time: 2445.88 ms [2021-01-21 14:24:16 main:574] : INFO : Epoch 1918 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 2478.95 ms [2021-01-21 14:24:18 main:574] : INFO : Epoch 1919 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 2537.55 ms [2021-01-21 14:24:21 main:574] : INFO : Epoch 1920 | loss: 0.0312494 | val_loss: 0.0312483 | Time: 2489.23 ms [2021-01-21 14:24:24 main:574] : INFO : Epoch 1921 | loss: 0.031249 | val_loss: 0.031247 | Time: 2436.57 ms [2021-01-21 14:24:26 main:574] : INFO : Epoch 1922 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 2470.08 ms [2021-01-21 14:24:29 main:574] : INFO : Epoch 1923 | loss: 0.0312486 | val_loss: 0.0312486 | Time: 2489.87 ms [2021-01-21 14:24:31 main:574] : INFO : Epoch 1924 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 2347.06 ms [2021-01-21 14:24:34 main:574] : INFO : Epoch 1925 | loss: 0.0312491 | val_loss: 0.0312585 | Time: 2494.07 ms [2021-01-21 14:24:36 main:574] : INFO : Epoch 1926 | loss: 0.0317153 | val_loss: 0.038279 | Time: 2467.37 ms [2021-01-21 14:24:39 main:574] : INFO : Epoch 1927 | loss: 0.0335044 | val_loss: 0.0313945 | Time: 2415.47 ms [2021-01-21 14:24:41 main:574] : INFO : Epoch 1928 | loss: 0.0313965 | val_loss: 0.0313284 | Time: 2417 ms [2021-01-21 14:24:44 main:574] : INFO : Epoch 1929 | loss: 0.0312835 | val_loss: 0.0312588 | Time: 2494.49 ms [2021-01-21 14:24:46 main:574] : INFO : Epoch 1930 | loss: 0.0312576 | val_loss: 0.0312513 | Time: 2405.08 ms [2021-01-21 14:24:49 main:574] : INFO : Epoch 1931 | loss: 0.0312521 | val_loss: 0.0312517 | Time: 2493.47 ms [2021-01-21 14:24:51 main:574] : INFO : Epoch 1932 | loss: 0.0312508 | val_loss: 0.0312494 | Time: 2529.99 ms [2021-01-21 14:24:54 main:574] : INFO : Epoch 1933 | loss: 0.0312492 | val_loss: 0.0312487 | Time: 2495.46 ms [2021-01-21 14:24:56 main:574] : INFO : Epoch 1934 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 2453.61 ms [2021-01-21 14:24:59 main:574] : INFO : Epoch 1935 | loss: 0.0312489 | val_loss: 0.0312483 | Time: 2417.26 ms [2021-01-21 14:25:01 main:574] : INFO : Epoch 1936 | loss: 0.0312488 | val_loss: 0.0312491 | Time: 2451.55 ms [2021-01-21 14:25:04 main:574] : INFO : Epoch 1937 | loss: 0.0312489 | val_loss: 0.0312488 | Time: 2499.12 ms [2021-01-21 14:25:06 main:574] : INFO : Epoch 1938 | loss: 0.0312486 | val_loss: 0.0312485 | Time: 2411.41 ms [2021-01-21 14:25:09 main:574] : INFO : Epoch 1939 | loss: 0.0312486 | val_loss: 0.031248 | Time: 2519.85 ms [2021-01-21 14:25:11 main:574] : INFO : Epoch 1940 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 2483.66 ms [2021-01-21 14:25:14 main:574] : INFO : Epoch 1941 | loss: 0.0312492 | val_loss: 0.0312481 | Time: 2408.95 ms [2021-01-21 14:25:16 main:574] : INFO : Epoch 1942 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 2458.69 ms [2021-01-21 14:25:19 main:574] : INFO : Epoch 1943 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 2455.58 ms [2021-01-21 14:25:21 main:574] : INFO : Epoch 1944 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 2432.58 ms [2021-01-21 14:25:24 main:574] : INFO : Epoch 1945 | loss: 0.0312483 | val_loss: 0.0312476 | Time: 2390.19 ms [2021-01-21 14:25:27 main:574] : INFO : Epoch 1946 | loss: 0.0312485 | val_loss: 0.0312489 | Time: 2485.51 ms [2021-01-21 14:25:29 main:574] : INFO : Epoch 1947 | loss: 0.0312481 | val_loss: 0.0312481 | Time: 2469.63 ms [2021-01-21 14:25:32 main:574] : INFO : Epoch 1948 | loss: 0.0312483 | val_loss: 0.0312475 | Time: 2409.61 ms [2021-01-21 14:25:34 main:574] : INFO : Epoch 1949 | loss: 0.0312484 | val_loss: 0.0312473 | Time: 2429.31 ms [2021-01-21 14:25:36 main:574] : INFO : Epoch 1950 | loss: 0.0312492 | val_loss: 0.031249 | Time: 2420.98 ms [2021-01-21 14:25:39 main:574] : INFO : Epoch 1951 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 2462.81 ms [2021-01-21 14:25:42 main:574] : INFO : Epoch 1952 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 2509.43 ms [2021-01-21 14:25:44 main:574] : INFO : Epoch 1953 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 2484.14 ms [2021-01-21 14:25:47 main:574] : INFO : Epoch 1954 | loss: 0.031248 | val_loss: 0.0312507 | Time: 2459.71 ms [2021-01-21 14:25:49 main:574] : INFO : Epoch 1955 | loss: 0.031249 | val_loss: 0.0312478 | Time: 2542.16 ms [2021-01-21 14:25:52 main:574] : INFO : Epoch 1956 | loss: 0.031248 | val_loss: 0.0312474 | Time: 2508.61 ms [2021-01-21 14:25:54 main:574] : INFO : Epoch 1957 | loss: 0.0312482 | val_loss: 0.031248 | Time: 2507.09 ms [2021-01-21 14:25:57 main:574] : INFO : Epoch 1958 | loss: 0.0312484 | val_loss: 0.0312476 | Time: 2468.33 ms [2021-01-21 14:25:59 main:574] : INFO : Epoch 1959 | loss: 0.031248 | val_loss: 0.0312471 | Time: 2462 ms [2021-01-21 14:26:02 main:574] : INFO : Epoch 1960 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 2468.78 ms [2021-01-21 14:26:05 main:574] : INFO : Epoch 1961 | loss: 0.0312475 | val_loss: 0.0312476 | Time: 2526.96 ms [2021-01-21 14:26:07 main:574] : INFO : Epoch 1962 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 2526.82 ms [2021-01-21 14:26:10 main:574] : INFO : Epoch 1963 | loss: 0.031248 | val_loss: 0.0312472 | Time: 2414.38 ms [2021-01-21 14:26:12 main:574] : INFO : Epoch 1964 | loss: 0.031248 | val_loss: 0.0312472 | Time: 2515.62 ms [2021-01-21 14:26:15 main:574] : INFO : Epoch 1965 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 2504.94 ms [2021-01-21 14:26:17 main:574] : INFO : Epoch 1966 | loss: 0.0312479 | val_loss: 0.0312476 | Time: 2470.46 ms [2021-01-21 14:26:20 main:574] : INFO : Epoch 1967 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 2521.22 ms [2021-01-21 14:26:22 main:574] : INFO : Epoch 1968 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 2506.12 ms [2021-01-21 14:26:25 main:574] : INFO : Epoch 1969 | loss: 0.0312479 | val_loss: 0.0312478 | Time: 2453.76 ms [2021-01-21 14:26:27 main:574] : INFO : Epoch 1970 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 2495.14 ms [2021-01-21 14:26:30 main:574] : INFO : Epoch 1971 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 2413.52 ms [2021-01-21 14:26:32 main:574] : INFO : Epoch 1972 | loss: 0.0312477 | val_loss: 0.0312473 | Time: 2507.41 ms [2021-01-21 14:26:35 main:574] : INFO : Epoch 1973 | loss: 0.0312481 | val_loss: 0.0312473 | Time: 2465.17 ms [2021-01-21 14:26:37 main:574] : INFO : Epoch 1974 | loss: 0.031248 | val_loss: 0.0312481 | Time: 2384.25 ms [2021-01-21 14:26:40 main:574] : INFO : Epoch 1975 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 2504.55 ms [2021-01-21 14:26:43 main:574] : INFO : Epoch 1976 | loss: 0.0312481 | val_loss: 0.0312487 | Time: 2480.85 ms [2021-01-21 14:26:45 main:574] : INFO : Epoch 1977 | loss: 0.0312486 | val_loss: 0.031248 | Time: 2499.99 ms [2021-01-21 14:26:48 main:574] : INFO : Epoch 1978 | loss: 0.0312484 | val_loss: 0.0312472 | Time: 2541.22 ms [2021-01-21 14:26:50 main:574] : INFO : Epoch 1979 | loss: 0.031248 | val_loss: 0.0312468 | Time: 2454.89 ms [2021-01-21 14:26:53 main:574] : INFO : Epoch 1980 | loss: 0.0312476 | val_loss: 0.0312472 | Time: 2462.02 ms [2021-01-21 14:26:55 main:574] : INFO : Epoch 1981 | loss: 0.0312477 | val_loss: 0.0312496 | Time: 2510.81 ms [2021-01-21 14:26:58 main:574] : INFO : Epoch 1982 | loss: 0.0312487 | val_loss: 0.0312476 | Time: 2566.35 ms [2021-01-21 14:27:00 main:574] : INFO : Epoch 1983 | loss: 0.0312491 | val_loss: 0.0312485 | Time: 2487.36 ms [2021-01-21 14:27:03 main:574] : INFO : Epoch 1984 | loss: 0.031249 | val_loss: 0.0312475 | Time: 2471.87 ms [2021-01-21 14:27:05 main:574] : INFO : Epoch 1985 | loss: 0.0312481 | val_loss: 0.0312476 | Time: 2464.25 ms [2021-01-21 14:27:08 main:574] : INFO : Epoch 1986 | loss: 0.0312488 | val_loss: 0.0312486 | Time: 2430.62 ms [2021-01-21 14:27:10 main:574] : INFO : Epoch 1987 | loss: 0.0312489 | val_loss: 0.0312487 | Time: 2446.42 ms [2021-01-21 14:27:13 main:574] : INFO : Epoch 1988 | loss: 0.031248 | val_loss: 0.0312472 | Time: 2509.51 ms [2021-01-21 14:27:15 main:574] : INFO : Epoch 1989 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 2493.13 ms [2021-01-21 14:27:18 main:574] : INFO : Epoch 1990 | loss: 0.0312485 | val_loss: 0.031248 | Time: 2495.59 ms [2021-01-21 14:27:21 main:574] : INFO : Epoch 1991 | loss: 0.0312478 | val_loss: 0.0312471 | Time: 2480.26 ms [2021-01-21 14:27:23 main:574] : INFO : Epoch 1992 | loss: 0.0312479 | val_loss: 0.0312472 | Time: 2492.16 ms [2021-01-21 14:27:26 main:574] : INFO : Epoch 1993 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2472.92 ms [2021-01-21 14:27:28 main:574] : INFO : Epoch 1994 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 2498.72 ms [2021-01-21 14:27:31 main:574] : INFO : Epoch 1995 | loss: 0.0312477 | val_loss: 0.0312474 | Time: 2492.55 ms [2021-01-21 14:27:33 main:574] : INFO : Epoch 1996 | loss: 0.0312475 | val_loss: 0.031247 | Time: 2485.23 ms [2021-01-21 14:27:36 main:574] : INFO : Epoch 1997 | loss: 0.0312475 | val_loss: 0.031247 | Time: 2544.38 ms [2021-01-21 14:27:38 main:574] : INFO : Epoch 1998 | loss: 0.0312479 | val_loss: 0.0312484 | Time: 2503.61 ms [2021-01-21 14:27:41 main:574] : INFO : Epoch 1999 | loss: 0.0312479 | val_loss: 0.0312479 | Time: 2471.4 ms [2021-01-21 14:27:43 main:574] : INFO : Epoch 2000 | loss: 0.0312479 | val_loss: 0.0312483 | Time: 2447.33 ms [2021-01-21 14:27:46 main:574] : INFO : Epoch 2001 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2494.84 ms [2021-01-21 14:27:49 main:574] : INFO : Epoch 2002 | loss: 0.0312476 | val_loss: 0.031247 | Time: 2469.63 ms [2021-01-21 14:27:51 main:574] : INFO : Epoch 2003 | loss: 0.0312477 | val_loss: 0.0312476 | Time: 2511.46 ms [2021-01-21 14:27:54 main:574] : INFO : Epoch 2004 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 2422.39 ms [2021-01-21 14:27:56 main:574] : INFO : Epoch 2005 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 2418.94 ms [2021-01-21 14:27:59 main:574] : INFO : Epoch 2006 | loss: 0.0312479 | val_loss: 0.0312481 | Time: 2434.59 ms [2021-01-21 14:28:01 main:574] : INFO : Epoch 2007 | loss: 0.0312478 | val_loss: 0.0312472 | Time: 2533.32 ms [2021-01-21 14:28:04 main:574] : INFO : Epoch 2008 | loss: 0.0312482 | val_loss: 0.0312489 | Time: 2393.92 ms [2021-01-21 14:28:06 main:574] : INFO : Epoch 2009 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 2467.45 ms [2021-01-21 14:28:09 main:574] : INFO : Epoch 2010 | loss: 0.0312478 | val_loss: 0.0312502 | Time: 2479.77 ms [2021-01-21 14:28:11 main:574] : INFO : Epoch 2011 | loss: 0.031249 | val_loss: 0.031248 | Time: 2499.55 ms [2021-01-21 14:28:14 main:574] : INFO : Epoch 2012 | loss: 0.0312482 | val_loss: 0.0312473 | Time: 2550.33 ms [2021-01-21 14:28:17 main:574] : INFO : Epoch 2013 | loss: 0.0312475 | val_loss: 0.0312469 | Time: 2504.97 ms [2021-01-21 14:28:19 main:574] : INFO : Epoch 2014 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2493.59 ms [2021-01-21 14:28:22 main:574] : INFO : Epoch 2015 | loss: 0.0312475 | val_loss: 0.0312468 | Time: 2466.78 ms [2021-01-21 14:28:24 main:574] : INFO : Epoch 2016 | loss: 0.0312479 | val_loss: 0.0312471 | Time: 2581.92 ms [2021-01-21 14:28:27 main:574] : INFO : Epoch 2017 | loss: 0.031249 | val_loss: 0.0312474 | Time: 2460.68 ms [2021-01-21 14:28:29 main:574] : INFO : Epoch 2018 | loss: 0.031248 | val_loss: 0.0312475 | Time: 2394.01 ms [2021-01-21 14:28:32 main:574] : INFO : Epoch 2019 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2463.45 ms [2021-01-21 14:28:34 main:574] : INFO : Epoch 2020 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2460.77 ms [2021-01-21 14:28:37 main:574] : INFO : Epoch 2021 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 2489.76 ms [2021-01-21 14:28:39 main:574] : INFO : Epoch 2022 | loss: 0.0312479 | val_loss: 0.0312483 | Time: 2429.33 ms [2021-01-21 14:28:42 main:574] : INFO : Epoch 2023 | loss: 0.0312482 | val_loss: 0.0312469 | Time: 2448.09 ms [2021-01-21 14:28:44 main:574] : INFO : Epoch 2024 | loss: 0.0312475 | val_loss: 0.031248 | Time: 2462.16 ms [2021-01-21 14:28:47 main:574] : INFO : Epoch 2025 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 2466.96 ms [2021-01-21 14:28:49 main:574] : INFO : Epoch 2026 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 2481.42 ms [2021-01-21 14:28:52 main:574] : INFO : Epoch 2027 | loss: 0.0312491 | val_loss: 0.0312491 | Time: 2332.08 ms [2021-01-21 14:28:54 main:574] : INFO : Epoch 2028 | loss: 0.0312482 | val_loss: 0.0312477 | Time: 2499.43 ms [2021-01-21 14:28:57 main:574] : INFO : Epoch 2029 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 2470.91 ms [2021-01-21 14:28:59 main:574] : INFO : Epoch 2030 | loss: 0.0312476 | val_loss: 0.0312479 | Time: 2441.7 ms [2021-01-21 14:29:02 main:574] : INFO : Epoch 2031 | loss: 0.0312479 | val_loss: 0.0312468 | Time: 2462.26 ms [2021-01-21 14:29:04 main:574] : INFO : Epoch 2032 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 2464.82 ms [2021-01-21 14:29:07 main:574] : INFO : Epoch 2033 | loss: 0.0312479 | val_loss: 0.0312475 | Time: 2441.56 ms [2021-01-21 14:29:09 main:574] : INFO : Epoch 2034 | loss: 0.0312477 | val_loss: 0.031247 | Time: 2488.57 ms [2021-01-21 14:29:12 main:574] : INFO : Epoch 2035 | loss: 0.0312476 | val_loss: 0.0312468 | Time: 2448.98 ms [2021-01-21 14:29:14 main:574] : INFO : Epoch 2036 | loss: 0.0312481 | val_loss: 0.0312478 | Time: 2524.63 ms [2021-01-21 14:29:17 main:574] : INFO : Epoch 2037 | loss: 0.031248 | val_loss: 0.0312476 | Time: 2456.48 ms [2021-01-21 14:29:20 main:574] : INFO : Epoch 2038 | loss: 0.0312479 | val_loss: 0.0312469 | Time: 2514.07 ms [2021-01-21 14:29:22 main:574] : INFO : Epoch 2039 | loss: 0.0312476 | val_loss: 0.0312471 | Time: 2564.93 ms [2021-01-21 14:29:25 main:574] : INFO : Epoch 2040 | loss: 0.031248 | val_loss: 0.0312475 | Time: 2458.07 ms [2021-01-21 14:29:27 main:574] : INFO : Epoch 2041 | loss: 0.0312478 | val_loss: 0.0312474 | Time: 2514.61 ms [2021-01-21 14:29:30 main:574] : INFO : Epoch 2042 | loss: 0.0312475 | val_loss: 0.0312471 | Time: 2442.4 ms [2021-01-21 14:29:32 main:574] : INFO : Epoch 2043 | loss: 0.031248 | val_loss: 0.0312484 | Time: 2450.96 ms [2021-01-21 14:29:35 main:574] : INFO : Epoch 2044 | loss: 0.0312484 | val_loss: 0.0312475 | Time: 2470.19 ms [2021-01-21 14:29:37 main:574] : INFO : Epoch 2045 | loss: 0.0312475 | val_loss: 0.0312472 | Time: 2443.39 ms [2021-01-21 14:29:40 main:574] : INFO : Epoch 2046 | loss: 0.0312485 | val_loss: 0.0312484 | Time: 2465.42 ms [2021-01-21 14:29:42 main:574] : INFO : Epoch 2047 | loss: 0.0312484 | val_loss: 0.0312484 | Time: 2475.78 ms [2021-01-21 14:29:45 main:574] : INFO : Epoch 2048 | loss: 0.0312483 | val_loss: 0.0312472 | Time: 2439.23 ms [2021-01-21 14:29:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312472 [2021-01-21 14:29:45 main:603] : INFO : Saving end state to config to file [2021-01-21 14:29:45 main:608] : INFO : Success, exiting.. 14:29:45 (4216): 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)