Task 7745528
| Name | ParityModified-1631728297-3869-1_2 |
| Workunit | 5229062 |
| Created | 1 Oct 2021, 15:16:11 UTC |
| Sent | 2 Oct 2021, 7:23:39 UTC |
| Report deadline | 9 Oct 2021, 7:23:39 UTC |
| Received | 2 Oct 2021, 9:52:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7171 |
| Run time | 1 hours 26 min 51 sec |
| CPU time | 1 hours 24 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,570.18 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.46 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 21-10-02 10:30:24 main:574] : INFO : Epoch 1541 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2543.84 ms [2021-10-02 10:30:27 main:574] : INFO : Epoch 1542 | loss: 0.03125 | val_loss: 0.03125 | Time: 2528.47 ms [2021-10-02 10:30:29 main:574] : INFO : Epoch 1543 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2421.17 ms [2021-10-02 10:30:32 main:574] : INFO : Epoch 1544 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 2439.78 ms [2021-10-02 10:30:34 main:574] : INFO : Epoch 1545 | loss: 0.0312512 | val_loss: 0.0312499 | Time: 2488.15 ms [2021-10-02 10:30:37 main:574] : INFO : Epoch 1546 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2459.23 ms [2021-10-02 10:30:39 main:574] : INFO : Epoch 1547 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2450.74 ms [2021-10-02 10:30:42 main:574] : INFO : Epoch 1548 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2520.64 ms [2021-10-02 10:30:44 main:574] : INFO : Epoch 1549 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2550.49 ms [2021-10-02 10:30:47 main:574] : INFO : Epoch 1550 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2491.57 ms [2021-10-02 10:30:49 main:574] : INFO : Epoch 1551 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2542.96 ms [2021-10-02 10:30:52 main:574] : INFO : Epoch 1552 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2434.78 ms [2021-10-02 10:30:54 main:574] : INFO : Epoch 1553 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2515.35 ms [2021-10-02 10:30:57 main:574] : INFO : Epoch 1554 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2443.23 ms [2021-10-02 10:30:59 main:574] : INFO : Epoch 1555 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2501.79 ms [2021-10-02 10:31:02 main:574] : INFO : Epoch 1556 | loss: 0.03125 | val_loss: 0.0312507 | Time: 2487.13 ms [2021-10-02 10:31:04 main:574] : INFO : Epoch 1557 | loss: 0.0312514 | val_loss: 0.0312523 | Time: 2482.46 ms [2021-10-02 10:31:07 main:574] : INFO : Epoch 1558 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2441.75 ms [2021-10-02 10:31:09 main:574] : INFO : Epoch 1559 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2475.76 ms [2021-10-02 10:31:12 main:574] : INFO : Epoch 1560 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2493.16 ms [2021-10-02 10:31:14 main:574] : INFO : Epoch 1561 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2518.47 ms [2021-10-02 10:31:17 main:574] : INFO : Epoch 1562 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 2558.03 ms [2021-10-02 10:31:19 main:574] : INFO : Epoch 1563 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 2451.67 ms [2021-10-02 10:31:22 main:574] : INFO : Epoch 1564 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2497.47 ms [2021-10-02 10:31:24 main:574] : INFO : Epoch 1565 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2485.79 ms [2021-10-02 10:31:27 main:574] : INFO : Epoch 1566 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2522.35 ms [2021-10-02 10:31:29 main:574] : INFO : Epoch 1567 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2541.47 ms [2021-10-02 10:31:32 main:574] : INFO : Epoch 1568 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 2435.93 ms [2021-10-02 10:31:34 main:574] : INFO : Epoch 1569 | loss: 0.031251 | val_loss: 0.0312515 | Time: 2482.65 ms [2021-10-02 10:31:37 main:574] : INFO : Epoch 1570 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2427.27 ms [2021-10-02 10:31:39 main:574] : INFO : Epoch 1571 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2539.16 ms [2021-10-02 10:31:42 main:574] : INFO : Epoch 1572 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2465.12 ms [2021-10-02 10:31:44 main:574] : INFO : Epoch 1573 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2498.31 ms [2021-10-02 10:31:47 main:574] : INFO : Epoch 1574 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2509.47 ms [2021-10-02 10:31:49 main:574] : INFO : Epoch 1575 | loss: 0.0312498 | val_loss: 0.0312527 | Time: 2464.3 ms [2021-10-02 10:31:52 main:574] : INFO : Epoch 1576 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2528.13 ms [2021-10-02 10:31:54 main:574] : INFO : Epoch 1577 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2517.13 ms [2021-10-02 10:31:57 main:574] : INFO : Epoch 1578 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2551.73 ms [2021-10-02 10:31:59 main:574] : INFO : Epoch 1579 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2483.44 ms [2021-10-02 10:32:02 main:574] : INFO : Epoch 1580 | loss: 0.03125 | val_loss: 0.03125 | Time: 2502.34 ms [2021-10-02 10:32:04 main:574] : INFO : Epoch 1581 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2427.64 ms [2021-10-02 10:32:07 main:574] : INFO : Epoch 1582 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 2505.99 ms [2021-10-02 10:32:09 main:574] : INFO : Epoch 1583 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 2464.83 ms [2021-10-02 10:32:12 main:574] : INFO : Epoch 1584 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2443.01 ms [2021-10-02 10:32:14 main:574] : INFO : Epoch 1585 | loss: 0.0312498 | val_loss: 0.031252 | Time: 2437.03 ms [2021-10-02 10:32:17 main:574] : INFO : Epoch 1586 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2489.64 ms [2021-10-02 10:32:19 main:574] : INFO : Epoch 1587 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2494.71 ms [2021-10-02 10:32:22 main:574] : INFO : Epoch 1588 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2445.15 ms [2021-10-02 10:32:24 main:574] : INFO : Epoch 1589 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 2477.16 ms [2021-10-02 10:32:26 main:574] : INFO : Epoch 1590 | loss: 0.03125 | val_loss: 0.03125 | Time: 2497.96 ms [2021-10-02 10:32:29 main:574] : INFO : Epoch 1591 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2459.83 ms [2021-10-02 10:32:31 main:574] : INFO : Epoch 1592 | loss: 0.0312498 | val_loss: 0.0312512 | Time: 2380.68 ms [2021-10-02 10:32:34 main:574] : INFO : Epoch 1593 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 2470.66 ms [2021-10-02 10:32:36 main:574] : INFO : Epoch 1594 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2489.91 ms [2021-10-02 10:32:39 main:574] : INFO : Epoch 1595 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2474.13 ms [2021-10-02 10:32:41 main:574] : INFO : Epoch 1596 | loss: 0.0312499 | val_loss: 0.0312511 | Time: 2380.03 ms [2021-10-02 10:32:44 main:574] : INFO : Epoch 1597 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2442.7 ms [2021-10-02 10:32:46 main:574] : INFO : Epoch 1598 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 2473.74 ms [2021-10-02 10:32:49 main:574] : INFO : Epoch 1599 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2452.6 ms [2021-10-02 10:32:51 main:574] : INFO : Epoch 1600 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2456.92 ms [2021-10-02 10:32:54 main:574] : INFO : Epoch 1601 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2522.2 ms [2021-10-02 10:32:56 main:574] : INFO : Epoch 1602 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2456.82 ms [2021-10-02 10:32:58 main:574] : INFO : Epoch 1603 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2415.71 ms [2021-10-02 10:33:01 main:574] : INFO : Epoch 1604 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2460.32 ms [2021-10-02 10:33:03 main:574] : INFO : Epoch 1605 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 2450.35 ms [2021-10-02 10:33:06 main:574] : INFO : Epoch 1606 | loss: 0.0312515 | val_loss: 0.0312511 | Time: 2467.06 ms [2021-10-02 10:33:08 main:574] : INFO : Epoch 1607 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2469.49 ms [2021-10-02 10:33:11 main:574] : INFO : Epoch 1608 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 2519.87 ms [2021-10-02 10:33:13 main:574] : INFO : Epoch 1609 | loss: 0.03125 | val_loss: 0.03125 | Time: 2580.89 ms [2021-10-02 10:33:16 main:574] : INFO : Epoch 1610 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2516.51 ms [2021-10-02 10:33:18 main:574] : INFO : Epoch 1611 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 2466.73 ms [2021-10-02 10:33:21 main:574] : INFO : Epoch 1612 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2570.42 ms [2021-10-02 10:33:23 main:574] : INFO : Epoch 1613 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 2492.77 ms [2021-10-02 10:33:26 main:574] : INFO : Epoch 1614 | loss: 0.0312508 | val_loss: 0.03125 | Time: 2431.66 ms [2021-10-02 10:33:28 main:574] : INFO : Epoch 1615 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2474.28 ms [2021-10-02 10:33:31 main:574] : INFO : Epoch 1616 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2498.82 ms [2021-10-02 10:33:33 main:574] : INFO : Epoch 1617 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 2433.29 ms [2021-10-02 10:33:36 main:574] : INFO : Epoch 1618 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 2458.96 ms [2021-10-02 10:33:38 main:574] : INFO : Epoch 1619 | loss: 0.0312516 | val_loss: 0.0312501 | Time: 2509.65 ms [2021-10-02 10:33:41 main:574] : INFO : Epoch 1620 | loss: 0.031251 | val_loss: 0.0312508 | Time: 2606.84 ms [2021-10-02 10:33:43 main:574] : INFO : Epoch 1621 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 2515.18 ms [2021-10-02 10:33:46 main:574] : INFO : Epoch 1622 | loss: 0.0312507 | val_loss: 0.031251 | Time: 2516.5 ms [2021-10-02 10:33:49 main:574] : INFO : Epoch 1623 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2625.51 ms [2021-10-02 10:33:51 main:574] : INFO : Epoch 1624 | loss: 0.0312497 | val_loss: 0.031252 | Time: 2431.17 ms [2021-10-02 10:33:53 main:574] : INFO : Epoch 1625 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2390.47 ms [2021-10-02 10:33:56 main:574] : INFO : Epoch 1626 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2473.88 ms [2021-10-02 10:33:58 main:574] : INFO : Epoch 1627 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2518.93 ms [2021-10-02 10:34:01 main:574] : INFO : Epoch 1628 | loss: 0.0312496 | val_loss: 0.0312502 | Time: 2444.09 ms [2021-10-02 10:34:03 main:574] : INFO : Epoch 1629 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2482.44 ms [2021-10-02 10:34:06 main:574] : INFO : Epoch 1630 | loss: 0.0312504 | val_loss: 0.031251 | Time: 2519.2 ms [2021-10-02 10:34:08 main:574] : INFO : Epoch 1631 | loss: 0.0312499 | val_loss: 0.0312513 | Time: 2553.47 ms [2021-10-02 10:34:11 main:574] : INFO : Epoch 1632 | loss: 0.0312508 | val_loss: 0.03125 | Time: 2523 ms [2021-10-02 10:34:14 main:574] : INFO : Epoch 1633 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2531.31 ms [2021-10-02 10:34:16 main:574] : INFO : Epoch 1634 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2591.34 ms [2021-10-02 10:34:19 main:574] : INFO : Epoch 1635 | loss: 0.0312509 | val_loss: 0.031252 | Time: 2452.08 ms [2021-10-02 10:34:21 main:574] : INFO : Epoch 1636 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2413.5 ms [2021-10-02 10:34:24 main:574] : INFO : Epoch 1637 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2474.37 ms [2021-10-02 10:34:26 main:574] : INFO : Epoch 1638 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2463.86 ms [2021-10-02 10:34:28 main:574] : INFO : Epoch 1639 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2471.61 ms [2021-10-02 10:34:31 main:574] : INFO : Epoch 1640 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2528.47 ms [2021-10-02 10:34:34 main:574] : INFO : Epoch 1641 | loss: 0.0312514 | val_loss: 0.0312514 | Time: 2564.4 ms [2021-10-02 10:34:36 main:574] : INFO : Epoch 1642 | loss: 0.0312509 | val_loss: 0.0312499 | Time: 2547.76 ms [2021-10-02 10:34:39 main:574] : INFO : Epoch 1643 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 2640.18 ms [2021-10-02 10:34:41 main:574] : INFO : Epoch 1644 | loss: 0.031251 | val_loss: 0.0312501 | Time: 2579.58 ms [2021-10-02 10:34:44 main:574] : INFO : Epoch 1645 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2567.94 ms [2021-10-02 10:34:46 main:574] : INFO : Epoch 1646 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2421.87 ms [2021-10-02 10:34:49 main:574] : INFO : Epoch 1647 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2436.28 ms [2021-10-02 10:34:51 main:574] : INFO : Epoch 1648 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2465.66 ms [2021-10-02 10:34:54 main:574] : INFO : Epoch 1649 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2426.13 ms [2021-10-02 10:34:56 main:574] : INFO : Epoch 1650 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2466.79 ms [2021-10-02 10:34:59 main:574] : INFO : Epoch 1651 | loss: 0.0312504 | val_loss: 0.031252 | Time: 2565.2 ms [2021-10-02 10:35:01 main:574] : INFO : Epoch 1652 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2514.55 ms [2021-10-02 10:35:04 main:574] : INFO : Epoch 1653 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2517.9 ms [2021-10-02 10:35:06 main:574] : INFO : Epoch 1654 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2569.64 ms [2021-10-02 10:35:09 main:574] : INFO : Epoch 1655 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2480.32 ms [2021-10-02 10:35:11 main:574] : INFO : Epoch 1656 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2460.71 ms [2021-10-02 10:35:14 main:574] : INFO : Epoch 1657 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2428.62 ms [2021-10-02 10:35:16 main:574] : INFO : Epoch 1658 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2448.55 ms [2021-10-02 10:35:19 main:574] : INFO : Epoch 1659 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2484.25 ms [2021-10-02 10:35:21 main:574] : INFO : Epoch 1660 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2442.56 ms [2021-10-02 10:35:24 main:574] : INFO : Epoch 1661 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2492.66 ms [2021-10-02 10:35:26 main:574] : INFO : Epoch 1662 | loss: 0.0312501 | val_loss: 0.0312511 | Time: 2562.74 ms [2021-10-02 10:35:29 main:574] : INFO : Epoch 1663 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2480.37 ms [2021-10-02 10:35:31 main:574] : INFO : Epoch 1664 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2516.48 ms [2021-10-02 10:35:34 main:574] : INFO : Epoch 1665 | loss: 0.0312513 | val_loss: 0.031252 | Time: 2605.12 ms [2021-10-02 10:35:36 main:574] : INFO : Epoch 1666 | loss: 0.0312516 | val_loss: 0.0312519 | Time: 2468.43 ms [2021-10-02 10:35:39 main:574] : INFO : Epoch 1667 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2442.94 ms [2021-10-02 10:35:41 main:574] : INFO : Epoch 1668 | loss: 0.0312502 | val_loss: 0.031252 | Time: 2517.73 ms [2021-10-02 10:35:44 main:574] : INFO : Epoch 1669 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2392.3 ms [2021-10-02 10:35:46 main:574] : INFO : Epoch 1670 | loss: 0.0312508 | val_loss: 0.0312498 | Time: 2413.69 ms [2021-10-02 10:35:49 main:574] : INFO : Epoch 1671 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2475.89 ms [2021-10-02 10:35:51 main:574] : INFO : Epoch 1672 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2543.65 ms [2021-10-02 10:35:54 main:574] : INFO : Epoch 1673 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2549.25 ms [2021-10-02 10:35:56 main:574] : INFO : Epoch 1674 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2511.62 ms [2021-10-02 10:35:59 main:574] : INFO : Epoch 1675 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2636.56 ms [2021-10-02 10:36:01 main:574] : INFO : Epoch 1676 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2488.15 ms [2021-10-02 10:36:04 main:574] : INFO : Epoch 1677 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2436.67 ms [2021-10-02 10:36:06 main:574] : INFO : Epoch 1678 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2518.75 ms [2021-10-02 10:36:09 main:574] : INFO : Epoch 1679 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2501.65 ms [2021-10-02 10:36:11 main:574] : INFO : Epoch 1680 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2399.9 ms [2021-10-02 10:36:14 main:574] : INFO : Epoch 1681 | loss: 0.0312502 | val_loss: 0.0312498 | Time: 2407.11 ms [2021-10-02 10:36:16 main:574] : INFO : Epoch 1682 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2564.35 ms [2021-10-02 10:36:19 main:574] : INFO : Epoch 1683 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 2534.41 ms [2021-10-02 10:36:21 main:574] : INFO : Epoch 1684 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2474.3 ms [2021-10-02 10:36:24 main:574] : INFO : Epoch 1685 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2477.33 ms [2021-10-02 10:36:26 main:574] : INFO : Epoch 1686 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2652.35 ms [2021-10-02 10:36:29 main:574] : INFO : Epoch 1687 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 2472.23 ms [2021-10-02 10:36:31 main:574] : INFO : Epoch 1688 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 2404.72 ms [2021-10-02 10:36:34 main:574] : INFO : Epoch 1689 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2589.48 ms [2021-10-02 10:36:36 main:574] : INFO : Epoch 1690 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2445.21 ms [2021-10-02 10:36:39 main:574] : INFO : Epoch 1691 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2390.88 ms [2021-10-02 10:36:41 main:574] : INFO : Epoch 1692 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2487.1 ms [2021-10-02 10:36:44 main:574] : INFO : Epoch 1693 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2618.88 ms [2021-10-02 10:36:46 main:574] : INFO : Epoch 1694 | loss: 0.0312508 | val_loss: 0.0312499 | Time: 2523.96 ms [2021-10-02 10:36:49 main:574] : INFO : Epoch 1695 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2490.58 ms [2021-10-02 10:36:51 main:574] : INFO : Epoch 1696 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2533.16 ms [2021-10-02 10:36:54 main:574] : INFO : Epoch 1697 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2512.37 ms [2021-10-02 10:36:56 main:574] : INFO : Epoch 1698 | loss: 0.03125 | val_loss: 0.03125 | Time: 2451.73 ms [2021-10-02 10:36:59 main:574] : INFO : Epoch 1699 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2560.67 ms [2021-10-02 10:37:02 main:574] : INFO : Epoch 1700 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 3195.14 ms [2021-10-02 10:37:05 main:574] : INFO : Epoch 1701 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 3151.82 ms [2021-10-02 10:37:08 main:574] : INFO : Epoch 1702 | loss: 0.0312498 | val_loss: 0.0312515 | Time: 2435.76 ms [2021-10-02 10:37:10 main:574] : INFO : Epoch 1703 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2584.69 ms [2021-10-02 10:37:13 main:574] : INFO : Epoch 1704 | loss: 0.0312497 | val_loss: 0.0312507 | Time: 2506.54 ms [2021-10-02 10:37:15 main:574] : INFO : Epoch 1705 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 2509.98 ms [2021-10-02 10:37:18 main:574] : INFO : Epoch 1706 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2535.3 ms [2021-10-02 10:37:20 main:574] : INFO : Epoch 1707 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2507.51 ms [2021-10-02 10:37:23 main:574] : INFO : Epoch 1708 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 2463.84 ms [2021-10-02 10:37:25 main:574] : INFO : Epoch 1709 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2479.72 ms [2021-10-02 10:37:28 main:574] : INFO : Epoch 1710 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2598.94 ms [2021-10-02 10:37:30 main:574] : INFO : Epoch 1711 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2466.28 ms [2021-10-02 10:37:33 main:574] : INFO : Epoch 1712 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2382.48 ms [2021-10-02 10:37:35 main:574] : INFO : Epoch 1713 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2461.14 ms [2021-10-02 10:37:38 main:574] : INFO : Epoch 1714 | loss: 0.0312503 | val_loss: 0.031251 | Time: 2562.33 ms [2021-10-02 10:37:40 main:574] : INFO : Epoch 1715 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2507.41 ms [2021-10-02 10:37:43 main:574] : INFO : Epoch 1716 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2461.91 ms [2021-10-02 10:37:45 main:574] : INFO : Epoch 1717 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2609.83 ms [2021-10-02 10:37:48 main:574] : INFO : Epoch 1718 | loss: 0.0312507 | val_loss: 0.0312499 | Time: 2482.57 ms [2021-10-02 10:37:50 main:574] : INFO : Epoch 1719 | loss: 0.0312508 | val_loss: 0.0312518 | Time: 2459.61 ms [2021-10-02 10:37:53 main:574] : INFO : Epoch 1720 | loss: 0.0312511 | val_loss: 0.0312501 | Time: 2538.89 ms [2021-10-02 10:37:56 main:574] : INFO : Epoch 1721 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2559.22 ms [2021-10-02 10:37:58 main:574] : INFO : Epoch 1722 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2490.2 ms [2021-10-02 10:38:00 main:574] : INFO : Epoch 1723 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2422.67 ms [2021-10-02 10:38:03 main:574] : INFO : Epoch 1724 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2457.61 ms [2021-10-02 10:38:06 main:574] : INFO : Epoch 1725 | loss: 0.0312505 | val_loss: 0.0312512 | Time: 2543.16 ms [2021-10-02 10:38:08 main:574] : INFO : Epoch 1726 | loss: 0.0312508 | val_loss: 0.031254 | Time: 2491.36 ms [2021-10-02 10:38:11 main:574] : INFO : Epoch 1727 | loss: 0.0312517 | val_loss: 0.0312526 | Time: 2544.65 ms [2021-10-02 10:38:13 main:574] : INFO : Epoch 1728 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 2457.24 ms [2021-10-02 10:38:15 main:574] : INFO : Epoch 1729 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2468.08 ms [2021-10-02 10:38:18 main:574] : INFO : Epoch 1730 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 2468.6 ms [2021-10-02 10:38:21 main:574] : INFO : Epoch 1731 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2542.81 ms [2021-10-02 10:38:23 main:574] : INFO : Epoch 1732 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 2465.83 ms [2021-10-02 10:38:25 main:574] : INFO : Epoch 1733 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 2453.86 ms [2021-10-02 10:38:28 main:574] : INFO : Epoch 1734 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2420.47 ms [2021-10-02 10:38:30 main:574] : INFO : Epoch 1735 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2487.76 ms [2021-10-02 10:38:33 main:574] : INFO : Epoch 1736 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2484.85 ms [2021-10-02 10:38:35 main:574] : INFO : Epoch 1737 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2461.19 ms [2021-10-02 10:38:38 main:574] : INFO : Epoch 1738 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 2545.85 ms [2021-10-02 10:38:40 main:574] : INFO : Epoch 1739 | loss: 0.0312507 | val_loss: 0.03125 | Time: 2511.81 ms [2021-10-02 10:38:43 main:574] : INFO : Epoch 1740 | loss: 0.0312509 | val_loss: 0.0312504 | Time: 2485.77 ms [2021-10-02 10:38:46 main:574] : INFO : Epoch 1741 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 2616.47 ms [2021-10-02 10:38:48 main:574] : INFO : Epoch 1742 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2499.45 ms [2021-10-02 10:38:50 main:574] : INFO : Epoch 1743 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2456.42 ms [2021-10-02 10:38:53 main:574] : INFO : Epoch 1744 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 2434.34 ms [2021-10-02 10:38:55 main:574] : INFO : Epoch 1745 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2491.63 ms [2021-10-02 10:38:58 main:574] : INFO : Epoch 1746 | loss: 0.0312503 | val_loss: 0.031255 | Time: 2468.61 ms [2021-10-02 10:39:00 main:574] : INFO : Epoch 1747 | loss: 0.0312532 | val_loss: 0.0312508 | Time: 2564.54 ms [2021-10-02 10:39:03 main:574] : INFO : Epoch 1748 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2534.33 ms [2021-10-02 10:39:06 main:574] : INFO : Epoch 1749 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2509.62 ms [2021-10-02 10:39:08 main:574] : INFO : Epoch 1750 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2509.28 ms [2021-10-02 10:39:11 main:574] : INFO : Epoch 1751 | loss: 0.0312496 | val_loss: 0.0312498 | Time: 2454.46 ms [2021-10-02 10:39:13 main:574] : INFO : Epoch 1752 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 2604.37 ms [2021-10-02 10:39:16 main:574] : INFO : Epoch 1753 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2543.55 ms [2021-10-02 10:39:18 main:574] : INFO : Epoch 1754 | loss: 0.0312508 | val_loss: 0.0312508 | Time: 2478.4 ms [2021-10-02 10:39:21 main:574] : INFO : Epoch 1755 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2483.92 ms [2021-10-02 10:39:23 main:574] : INFO : Epoch 1756 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2498.29 ms [2021-10-02 10:39:26 main:574] : INFO : Epoch 1757 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2450.25 ms [2021-10-02 10:39:28 main:574] : INFO : Epoch 1758 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2476.07 ms [2021-10-02 10:39:31 main:574] : INFO : Epoch 1759 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2562.24 ms [2021-10-02 10:39:33 main:574] : INFO : Epoch 1760 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2513.05 ms [2021-10-02 10:39:36 main:574] : INFO : Epoch 1761 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2447.34 ms [2021-10-02 10:39:38 main:574] : INFO : Epoch 1762 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2487.34 ms [2021-10-02 10:39:41 main:574] : INFO : Epoch 1763 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2591.54 ms [2021-10-02 10:39:43 main:574] : INFO : Epoch 1764 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2703.9 ms [2021-10-02 10:39:46 main:574] : INFO : Epoch 1765 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2443.56 ms [2021-10-02 10:39:48 main:574] : INFO : Epoch 1766 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2550.78 ms [2021-10-02 10:39:51 main:574] : INFO : Epoch 1767 | loss: 0.0312511 | val_loss: 0.0312515 | Time: 2511.2 ms [2021-10-02 10:39:53 main:574] : INFO : Epoch 1768 | loss: 0.0312503 | val_loss: 0.0312532 | Time: 2425.52 ms [2021-10-02 10:39:56 main:574] : INFO : Epoch 1769 | loss: 0.0312522 | val_loss: 0.0312526 | Time: 2547.41 ms [2021-10-02 10:39:59 main:574] : INFO : Epoch 1770 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 2627.72 ms [2021-10-02 10:40:01 main:574] : INFO : Epoch 1771 | loss: 0.0312503 | val_loss: 0.0312522 | Time: 2520.73 ms [2021-10-02 10:40:04 main:574] : INFO : Epoch 1772 | loss: 0.0312506 | val_loss: 0.0312513 | Time: 2469.44 ms [2021-10-02 10:40:06 main:574] : INFO : Epoch 1773 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2544.52 ms [2021-10-02 10:40:09 main:574] : INFO : Epoch 1774 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 2552.42 ms [2021-10-02 10:40:11 main:574] : INFO : Epoch 1775 | loss: 0.0312506 | val_loss: 0.0312516 | Time: 2446.6 ms [2021-10-02 10:40:14 main:574] : INFO : Epoch 1776 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2438.14 ms [2021-10-02 10:40:16 main:574] : INFO : Epoch 1777 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2643 ms [2021-10-02 10:40:19 main:574] : INFO : Epoch 1778 | loss: 0.0312509 | val_loss: 0.0312522 | Time: 2523.03 ms [2021-10-02 10:40:21 main:574] : INFO : Epoch 1779 | loss: 0.0312509 | val_loss: 0.03125 | Time: 2455.61 ms [2021-10-02 10:40:24 main:574] : INFO : Epoch 1780 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2566.74 ms [2021-10-02 10:40:26 main:574] : INFO : Epoch 1781 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2588.14 ms [2021-10-02 10:40:29 main:574] : INFO : Epoch 1782 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2443.51 ms [2021-10-02 10:40:31 main:574] : INFO : Epoch 1783 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2498.02 ms [2021-10-02 10:40:34 main:574] : INFO : Epoch 1784 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2552 ms [2021-10-02 10:40:36 main:574] : INFO : Epoch 1785 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 2526.79 ms [2021-10-02 10:40:39 main:574] : INFO : Epoch 1786 | loss: 0.0312509 | val_loss: 0.0312519 | Time: 2469.37 ms [2021-10-02 10:40:41 main:574] : INFO : Epoch 1787 | loss: 0.031251 | val_loss: 0.0312498 | Time: 2536.69 ms [2021-10-02 10:40:44 main:574] : INFO : Epoch 1788 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 2584.32 ms [2021-10-02 10:40:47 main:574] : INFO : Epoch 1789 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2477.01 ms [2021-10-02 10:40:49 main:574] : INFO : Epoch 1790 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2493.76 ms [2021-10-02 10:40:52 main:574] : INFO : Epoch 1791 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2504.57 ms [2021-10-02 10:40:54 main:574] : INFO : Epoch 1792 | loss: 0.0312497 | val_loss: 0.0312508 | Time: 2506.92 ms [2021-10-02 10:40:56 main:574] : INFO : Epoch 1793 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2395.91 ms [2021-10-02 10:40:59 main:574] : INFO : Epoch 1794 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2532.96 ms [2021-10-02 10:41:02 main:574] : INFO : Epoch 1795 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2592.07 ms [2021-10-02 10:41:04 main:574] : INFO : Epoch 1796 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2493.62 ms [2021-10-02 10:41:07 main:574] : INFO : Epoch 1797 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2429.82 ms [2021-10-02 10:41:09 main:574] : INFO : Epoch 1798 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2573.24 ms [2021-10-02 10:41:12 main:574] : INFO : Epoch 1799 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2539.79 ms [2021-10-02 10:41:14 main:574] : INFO : Epoch 1800 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2487.04 ms [2021-10-02 10:41:17 main:574] : INFO : Epoch 1801 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2463.3 ms [2021-10-02 10:41:19 main:574] : INFO : Epoch 1802 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2459.38 ms [2021-10-02 10:41:22 main:574] : INFO : Epoch 1803 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2474.4 ms [2021-10-02 10:41:24 main:574] : INFO : Epoch 1804 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2452.54 ms [2021-10-02 10:41:27 main:574] : INFO : Epoch 1805 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2558.34 ms [2021-10-02 10:41:29 main:574] : INFO : Epoch 1806 | loss: 0.0312498 | val_loss: 0.0312516 | Time: 2461.95 ms [2021-10-02 10:41:32 main:574] : INFO : Epoch 1807 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2473.51 ms [2021-10-02 10:41:34 main:574] : INFO : Epoch 1808 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 2510.67 ms [2021-10-02 10:41:37 main:574] : INFO : Epoch 1809 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 2540.51 ms [2021-10-02 10:41:39 main:574] : INFO : Epoch 1810 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2557.08 ms [2021-10-02 10:41:42 main:574] : INFO : Epoch 1811 | loss: 0.0312499 | val_loss: 0.0312527 | Time: 2469.65 ms [2021-10-02 10:41:44 main:574] : INFO : Epoch 1812 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2463.55 ms [2021-10-02 10:41:47 main:574] : INFO : Epoch 1813 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 2456.12 ms [2021-10-02 10:41:49 main:574] : INFO : Epoch 1814 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2464.67 ms [2021-10-02 10:41:52 main:574] : INFO : Epoch 1815 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2455.84 ms [2021-10-02 10:41:54 main:574] : INFO : Epoch 1816 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2492.94 ms [2021-10-02 10:41:57 main:574] : INFO : Epoch 1817 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2477.22 ms [2021-10-02 10:41:59 main:574] : INFO : Epoch 1818 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2447.89 ms [2021-10-02 10:42:02 main:574] : INFO : Epoch 1819 | loss: 0.0312498 | val_loss: 0.0312524 | Time: 2606.57 ms [2021-10-02 10:42:04 main:574] : INFO : Epoch 1820 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2509.95 ms [2021-10-02 10:42:07 main:574] : INFO : Epoch 1821 | loss: 0.0312504 | val_loss: 0.0312554 | Time: 2556.01 ms [2021-10-02 10:42:09 main:574] : INFO : Epoch 1822 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 2466.2 ms [2021-10-02 10:42:12 main:574] : INFO : Epoch 1823 | loss: 0.0312544 | val_loss: 0.031251 | Time: 2450.85 ms [2021-10-02 10:42:14 main:574] : INFO : Epoch 1824 | loss: 0.0312513 | val_loss: 0.0312514 | Time: 2417.76 ms [2021-10-02 10:42:16 main:574] : INFO : Epoch 1825 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2450.67 ms [2021-10-02 10:42:19 main:574] : INFO : Epoch 1826 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2511.95 ms [2021-10-02 10:42:21 main:574] : INFO : Epoch 1827 | loss: 0.03125 | val_loss: 0.0312503 | Time: 2482.34 ms [2021-10-02 10:42:24 main:574] : INFO : Epoch 1828 | loss: 0.031251 | val_loss: 0.0312548 | Time: 2433.5 ms [2021-10-02 10:42:26 main:574] : INFO : Epoch 1829 | loss: 0.0312511 | val_loss: 0.0312503 | Time: 2551.9 ms [2021-10-02 10:42:29 main:574] : INFO : Epoch 1830 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2561.62 ms [2021-10-02 10:42:32 main:574] : INFO : Epoch 1831 | loss: 0.0312508 | val_loss: 0.0312553 | Time: 2489.99 ms [2021-10-02 10:42:34 main:574] : INFO : Epoch 1832 | loss: 0.0312516 | val_loss: 0.0312509 | Time: 2536.89 ms [2021-10-02 10:42:37 main:574] : INFO : Epoch 1833 | loss: 0.031251 | val_loss: 0.0312502 | Time: 2531.28 ms [2021-10-02 10:42:39 main:574] : INFO : Epoch 1834 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2430.99 ms [2021-10-02 10:42:41 main:574] : INFO : Epoch 1835 | loss: 0.0312503 | val_loss: 0.0312525 | Time: 2422.17 ms [2021-10-02 10:42:44 main:574] : INFO : Epoch 1836 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 2526.57 ms [2021-10-02 10:42:47 main:574] : INFO : Epoch 1837 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 2505.77 ms [2021-10-02 10:42:49 main:574] : INFO : Epoch 1838 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2468.3 ms [2021-10-02 10:42:51 main:574] : INFO : Epoch 1839 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2390.02 ms [2021-10-02 10:42:54 main:574] : INFO : Epoch 1840 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2536.44 ms [2021-10-02 10:42:56 main:574] : INFO : Epoch 1841 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2540.57 ms [2021-10-02 10:42:59 main:574] : INFO : Epoch 1842 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2526.02 ms [2021-10-02 10:43:02 main:574] : INFO : Epoch 1843 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2578.45 ms [2021-10-02 10:43:04 main:574] : INFO : Epoch 1844 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2502.49 ms [2021-10-02 10:43:07 main:574] : INFO : Epoch 1845 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 2441.07 ms [2021-10-02 10:43:09 main:574] : INFO : Epoch 1846 | loss: 0.0312515 | val_loss: 0.0312518 | Time: 2415.08 ms [2021-10-02 10:43:12 main:574] : INFO : Epoch 1847 | loss: 0.0312511 | val_loss: 0.0312499 | Time: 2592.54 ms [2021-10-02 10:43:14 main:574] : INFO : Epoch 1848 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 2472.72 ms [2021-10-02 10:43:17 main:574] : INFO : Epoch 1849 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2488.59 ms [2021-10-02 10:43:19 main:574] : INFO : Epoch 1850 | loss: 0.0312504 | val_loss: 0.0312515 | Time: 2434.93 ms [2021-10-02 10:43:22 main:574] : INFO : Epoch 1851 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2592.97 ms [2021-10-02 10:43:24 main:574] : INFO : Epoch 1852 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2650.43 ms [2021-10-02 10:43:27 main:574] : INFO : Epoch 1853 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2481.5 ms [2021-10-02 10:43:29 main:574] : INFO : Epoch 1854 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2570.43 ms [2021-10-02 10:43:32 main:574] : INFO : Epoch 1855 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2491.29 ms [2021-10-02 10:43:34 main:574] : INFO : Epoch 1856 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2438.51 ms [2021-10-02 10:43:37 main:574] : INFO : Epoch 1857 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2324 ms [2021-10-02 10:43:39 main:574] : INFO : Epoch 1858 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2468.22 ms [2021-10-02 10:43:41 main:574] : INFO : Epoch 1859 | loss: 0.0312497 | val_loss: 0.0312511 | Time: 2318.23 ms [2021-10-02 10:43:44 main:574] : INFO : Epoch 1860 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2281.47 ms [2021-10-02 10:43:46 main:574] : INFO : Epoch 1861 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 2345.96 ms [2021-10-02 10:43:48 main:574] : INFO : Epoch 1862 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2348.37 ms [2021-10-02 10:43:51 main:574] : INFO : Epoch 1863 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2321.82 ms [2021-10-02 10:43:53 main:574] : INFO : Epoch 1864 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 2316.3 ms [2021-10-02 10:43:55 main:574] : INFO : Epoch 1865 | loss: 0.03125 | val_loss: 0.0312498 | Time: 2360.91 ms [2021-10-02 10:43:58 main:574] : INFO : Epoch 1866 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2323.23 ms [2021-10-02 10:44:00 main:574] : INFO : Epoch 1867 | loss: 0.0312504 | val_loss: 0.03125 | Time: 2247.86 ms [2021-10-02 10:44:02 main:574] : INFO : Epoch 1868 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2323.3 ms [2021-10-02 10:44:05 main:574] : INFO : Epoch 1869 | loss: 0.03125 | val_loss: 0.03125 | Time: 2265.43 ms [2021-10-02 10:44:07 main:574] : INFO : Epoch 1870 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2219.77 ms [2021-10-02 10:44:09 main:574] : INFO : Epoch 1871 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 2239.66 ms [2021-10-02 10:44:11 main:574] : INFO : Epoch 1872 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2292.71 ms [2021-10-02 10:44:14 main:574] : INFO : Epoch 1873 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2253.34 ms [2021-10-02 10:44:16 main:574] : INFO : Epoch 1874 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2376.82 ms [2021-10-02 10:44:18 main:574] : INFO : Epoch 1875 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2499.15 ms [2021-10-02 10:44:21 main:574] : INFO : Epoch 1876 | loss: 0.0312499 | val_loss: 0.031251 | Time: 2442.07 ms [2021-10-02 10:44:23 main:574] : INFO : Epoch 1877 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2413.56 ms [2021-10-02 10:44:26 main:574] : INFO : Epoch 1878 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2521.32 ms [2021-10-02 10:44:28 main:574] : INFO : Epoch 1879 | loss: 0.0312507 | val_loss: 0.0312498 | Time: 2573.38 ms [2021-10-02 10:44:31 main:574] : INFO : Epoch 1880 | loss: 0.0312506 | val_loss: 0.03125 | Time: 2477.84 ms [2021-10-02 10:44:33 main:574] : INFO : Epoch 1881 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2405.72 ms [2021-10-02 10:44:36 main:574] : INFO : Epoch 1882 | loss: 0.0312534 | val_loss: 0.0312504 | Time: 2481.41 ms [2021-10-02 10:44:38 main:574] : INFO : Epoch 1883 | loss: 0.0312516 | val_loss: 0.0312531 | Time: 2502.81 ms [2021-10-02 10:44:41 main:574] : INFO : Epoch 1884 | loss: 0.031252 | val_loss: 0.0312511 | Time: 2465.92 ms [2021-10-02 10:44:43 main:574] : INFO : Epoch 1885 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2572.79 ms [2021-10-02 10:44:46 main:574] : INFO : Epoch 1886 | loss: 0.03125 | val_loss: 0.0312511 | Time: 2562.1 ms [2021-10-02 10:44:48 main:574] : INFO : Epoch 1887 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 2417.96 ms [2021-10-02 10:44:51 main:574] : INFO : Epoch 1888 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2435.04 ms [2021-10-02 10:44:53 main:574] : INFO : Epoch 1889 | loss: 0.0312506 | val_loss: 0.0312523 | Time: 2520.38 ms [2021-10-02 10:44:56 main:574] : INFO : Epoch 1890 | loss: 0.0312501 | val_loss: 0.0312516 | Time: 2445.22 ms [2021-10-02 10:44:58 main:574] : INFO : Epoch 1891 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2409.08 ms [2021-10-02 10:45:01 main:574] : INFO : Epoch 1892 | loss: 0.0312499 | val_loss: 0.0312498 | Time: 2494.38 ms [2021-10-02 10:45:03 main:574] : INFO : Epoch 1893 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2466.83 ms [2021-10-02 10:45:06 main:574] : INFO : Epoch 1894 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 2459.15 ms [2021-10-02 10:45:08 main:574] : INFO : Epoch 1895 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2508.15 ms [2021-10-02 10:45:11 main:574] : INFO : Epoch 1896 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2476.23 ms [2021-10-02 10:45:13 main:574] : INFO : Epoch 1897 | loss: 0.0312495 | val_loss: 0.0312508 | Time: 2445.89 ms [2021-10-02 10:45:15 main:574] : INFO : Epoch 1898 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 2359.28 ms [2021-10-02 10:45:18 main:574] : INFO : Epoch 1899 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 2516.71 ms [2021-10-02 10:45:20 main:574] : INFO : Epoch 1900 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2463.77 ms [2021-10-02 10:45:23 main:574] : INFO : Epoch 1901 | loss: 0.0312497 | val_loss: 0.0312505 | Time: 2431.4 ms [2021-10-02 10:45:25 main:574] : INFO : Epoch 1902 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2529.94 ms [2021-10-02 10:45:28 main:574] : INFO : Epoch 1903 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2526.36 ms [2021-10-02 10:45:30 main:574] : INFO : Epoch 1904 | loss: 0.0312497 | val_loss: 0.03125 | Time: 2458.44 ms [2021-10-02 10:45:33 main:574] : INFO : Epoch 1905 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2445.38 ms [2021-10-02 10:45:35 main:574] : INFO : Epoch 1906 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2550.58 ms [2021-10-02 10:45:38 main:574] : INFO : Epoch 1907 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2468.9 ms [2021-10-02 10:45:40 main:574] : INFO : Epoch 1908 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2450.47 ms [2021-10-02 10:45:43 main:574] : INFO : Epoch 1909 | loss: 0.0312497 | val_loss: 0.031251 | Time: 2477.27 ms [2021-10-02 10:45:45 main:574] : INFO : Epoch 1910 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 2506.8 ms [2021-10-02 10:45:48 main:574] : INFO : Epoch 1911 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2586.87 ms [2021-10-02 10:45:50 main:574] : INFO : Epoch 1912 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 2515.26 ms [2021-10-02 10:45:53 main:574] : INFO : Epoch 1913 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2529.84 ms [2021-10-02 10:45:56 main:574] : INFO : Epoch 1914 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2539.76 ms [2021-10-02 10:45:58 main:574] : INFO : Epoch 1915 | loss: 0.0312501 | val_loss: 0.03125 | Time: 2514.77 ms [2021-10-02 10:46:01 main:574] : INFO : Epoch 1916 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 2424.36 ms [2021-10-02 10:46:03 main:574] : INFO : Epoch 1917 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 2428.46 ms [2021-10-02 10:46:05 main:574] : INFO : Epoch 1918 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2417.56 ms [2021-10-02 10:46:08 main:574] : INFO : Epoch 1919 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 2402.82 ms [2021-10-02 10:46:10 main:574] : INFO : Epoch 1920 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2451.11 ms [2021-10-02 10:46:13 main:574] : INFO : Epoch 1921 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2446.79 ms [2021-10-02 10:46:15 main:574] : INFO : Epoch 1922 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2501.73 ms [2021-10-02 10:46:18 main:574] : INFO : Epoch 1923 | loss: 0.0312511 | val_loss: 0.0312499 | Time: 2465.27 ms [2021-10-02 10:46:20 main:574] : INFO : Epoch 1924 | loss: 0.0312508 | val_loss: 0.0312527 | Time: 2492.97 ms [2021-10-02 10:46:23 main:574] : INFO : Epoch 1925 | loss: 0.0312507 | val_loss: 0.0312517 | Time: 2501.9 ms [2021-10-02 10:46:25 main:574] : INFO : Epoch 1926 | loss: 0.031251 | val_loss: 0.0312505 | Time: 2405.2 ms [2021-10-02 10:46:28 main:574] : INFO : Epoch 1927 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2419.31 ms [2021-10-02 10:46:30 main:574] : INFO : Epoch 1928 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2440.35 ms [2021-10-02 10:46:32 main:574] : INFO : Epoch 1929 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 2418.78 ms [2021-10-02 10:46:35 main:574] : INFO : Epoch 1930 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 2421.86 ms [2021-10-02 10:46:37 main:574] : INFO : Epoch 1931 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 2467.37 ms [2021-10-02 10:46:40 main:574] : INFO : Epoch 1932 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2464.77 ms [2021-10-02 10:46:42 main:574] : INFO : Epoch 1933 | loss: 0.03125 | val_loss: 0.031251 | Time: 2463.99 ms [2021-10-02 10:46:45 main:574] : INFO : Epoch 1934 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 2455.53 ms [2021-10-02 10:46:47 main:574] : INFO : Epoch 1935 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 2446.25 ms [2021-10-02 10:46:50 main:574] : INFO : Epoch 1936 | loss: 0.0312502 | val_loss: 0.03125 | Time: 2458.64 ms [2021-10-02 10:46:52 main:574] : INFO : Epoch 1937 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2429.9 ms [2021-10-02 10:46:54 main:574] : INFO : Epoch 1938 | loss: 0.0312502 | val_loss: 0.0312516 | Time: 2406.72 ms [2021-10-02 10:46:57 main:574] : INFO : Epoch 1939 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 2411.7 ms [2021-10-02 10:46:59 main:574] : INFO : Epoch 1940 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2440.46 ms [2021-10-02 10:47:02 main:574] : INFO : Epoch 1941 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2424.09 ms [2021-10-02 10:47:04 main:574] : INFO : Epoch 1942 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 2527.11 ms [2021-10-02 10:47:07 main:574] : INFO : Epoch 1943 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2538.23 ms [2021-10-02 10:47:09 main:574] : INFO : Epoch 1944 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2579.37 ms [2021-10-02 10:47:12 main:574] : INFO : Epoch 1945 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2546.15 ms [2021-10-02 10:47:14 main:574] : INFO : Epoch 1946 | loss: 0.0312496 | val_loss: 0.03125 | Time: 2540.52 ms [2021-10-02 10:47:17 main:574] : INFO : Epoch 1947 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2575.13 ms [2021-10-02 10:47:20 main:574] : INFO : Epoch 1948 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2490.92 ms [2021-10-02 10:47:22 main:574] : INFO : Epoch 1949 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2420.61 ms [2021-10-02 10:47:24 main:574] : INFO : Epoch 1950 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 2405.1 ms [2021-10-02 10:47:27 main:574] : INFO : Epoch 1951 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2436.84 ms [2021-10-02 10:47:29 main:574] : INFO : Epoch 1952 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 2479.43 ms [2021-10-02 10:47:32 main:574] : INFO : Epoch 1953 | loss: 0.03125 | val_loss: 0.03125 | Time: 2506.94 ms [2021-10-02 10:47:34 main:574] : INFO : Epoch 1954 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 2517.42 ms [2021-10-02 10:47:37 main:574] : INFO : Epoch 1955 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 2561.11 ms [2021-10-02 10:47:39 main:574] : INFO : Epoch 1956 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 2545.79 ms [2021-10-02 10:47:42 main:574] : INFO : Epoch 1957 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 2540.79 ms [2021-10-02 10:47:45 main:574] : INFO : Epoch 1958 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2580.17 ms [2021-10-02 10:47:47 main:574] : INFO : Epoch 1959 | loss: 0.0312497 | val_loss: 0.0312515 | Time: 2476.59 ms [2021-10-02 10:47:50 main:574] : INFO : Epoch 1960 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2450.54 ms [2021-10-02 10:47:52 main:574] : INFO : Epoch 1961 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 2426.47 ms [2021-10-02 10:47:54 main:574] : INFO : Epoch 1962 | loss: 0.0312498 | val_loss: 0.0312517 | Time: 2442.91 ms [2021-10-02 10:47:57 main:574] : INFO : Epoch 1963 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2536.89 ms [2021-10-02 10:48:00 main:574] : INFO : Epoch 1964 | loss: 0.0312509 | val_loss: 0.031251 | Time: 2518.87 ms [2021-10-02 10:48:02 main:574] : INFO : Epoch 1965 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 2526.51 ms [2021-10-02 10:48:05 main:574] : INFO : Epoch 1966 | loss: 0.0312502 | val_loss: 0.0312519 | Time: 2606.14 ms [2021-10-02 10:48:07 main:574] : INFO : Epoch 1967 | loss: 0.0312515 | val_loss: 0.0312499 | Time: 2563.27 ms [2021-10-02 10:48:10 main:574] : INFO : Epoch 1968 | loss: 0.0312517 | val_loss: 0.0312505 | Time: 2549.06 ms [2021-10-02 10:48:12 main:574] : INFO : Epoch 1969 | loss: 0.0312512 | val_loss: 0.0312501 | Time: 2556.72 ms [2021-10-02 10:48:15 main:574] : INFO : Epoch 1970 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2482.7 ms [2021-10-02 10:48:17 main:574] : INFO : Epoch 1971 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 2377.85 ms [2021-10-02 10:48:20 main:574] : INFO : Epoch 1972 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 2453.75 ms [2021-10-02 10:48:22 main:574] : INFO : Epoch 1973 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2484.49 ms [2021-10-02 10:48:25 main:574] : INFO : Epoch 1974 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2477.13 ms [2021-10-02 10:48:27 main:574] : INFO : Epoch 1975 | loss: 0.0312498 | val_loss: 0.0312505 | Time: 2486.57 ms [2021-10-02 10:48:30 main:574] : INFO : Epoch 1976 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2429.65 ms [2021-10-02 10:48:32 main:574] : INFO : Epoch 1977 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2492.86 ms [2021-10-02 10:48:35 main:574] : INFO : Epoch 1978 | loss: 0.0312499 | val_loss: 0.03125 | Time: 2550.64 ms [2021-10-02 10:48:37 main:574] : INFO : Epoch 1979 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2532.58 ms [2021-10-02 10:48:40 main:574] : INFO : Epoch 1980 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2544.87 ms [2021-10-02 10:48:42 main:574] : INFO : Epoch 1981 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 2555.98 ms [2021-10-02 10:48:45 main:574] : INFO : Epoch 1982 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 2432.44 ms [2021-10-02 10:48:47 main:574] : INFO : Epoch 1983 | loss: 0.0312508 | val_loss: 0.0312516 | Time: 2533.42 ms [2021-10-02 10:48:50 main:574] : INFO : Epoch 1984 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2493.74 ms [2021-10-02 10:48:52 main:574] : INFO : Epoch 1985 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 2491.78 ms [2021-10-02 10:48:55 main:574] : INFO : Epoch 1986 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 2488.47 ms [2021-10-02 10:48:57 main:574] : INFO : Epoch 1987 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2469.87 ms [2021-10-02 10:49:00 main:574] : INFO : Epoch 1988 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 2580.47 ms [2021-10-02 10:49:02 main:574] : INFO : Epoch 1989 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 2514.35 ms [2021-10-02 10:49:05 main:574] : INFO : Epoch 1990 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2464.86 ms [2021-10-02 10:49:07 main:574] : INFO : Epoch 1991 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 2542.37 ms [2021-10-02 10:49:10 main:574] : INFO : Epoch 1992 | loss: 0.03125 | val_loss: 0.0312509 | Time: 2469.13 ms [2021-10-02 10:49:12 main:574] : INFO : Epoch 1993 | loss: 0.0312496 | val_loss: 0.0312499 | Time: 2389.06 ms [2021-10-02 10:49:15 main:574] : INFO : Epoch 1994 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2431.76 ms [2021-10-02 10:49:17 main:574] : INFO : Epoch 1995 | loss: 0.0312512 | val_loss: 0.0312517 | Time: 2522.8 ms [2021-10-02 10:49:20 main:574] : INFO : Epoch 1996 | loss: 0.0312501 | val_loss: 0.0312509 | Time: 2506.07 ms [2021-10-02 10:49:22 main:574] : INFO : Epoch 1997 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2478.81 ms [2021-10-02 10:49:25 main:574] : INFO : Epoch 1998 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2654.11 ms [2021-10-02 10:49:28 main:574] : INFO : Epoch 1999 | loss: 0.03125 | val_loss: 0.0312502 | Time: 2680.76 ms [2021-10-02 10:49:30 main:574] : INFO : Epoch 2000 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2477.48 ms [2021-10-02 10:49:32 main:574] : INFO : Epoch 2001 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 2441.12 ms [2021-10-02 10:49:35 main:574] : INFO : Epoch 2002 | loss: 0.0312503 | val_loss: 0.03125 | Time: 2555.44 ms [2021-10-02 10:49:37 main:574] : INFO : Epoch 2003 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2413.35 ms [2021-10-02 10:49:40 main:574] : INFO : Epoch 2004 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 2369 ms [2021-10-02 10:49:42 main:574] : INFO : Epoch 2005 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2472.49 ms [2021-10-02 10:49:45 main:574] : INFO : Epoch 2006 | loss: 0.0312498 | val_loss: 0.03125 | Time: 2484.29 ms [2021-10-02 10:49:47 main:574] : INFO : Epoch 2007 | loss: 0.03125 | val_loss: 0.0312505 | Time: 2440.04 ms [2021-10-02 10:49:50 main:574] : INFO : Epoch 2008 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2452.9 ms [2021-10-02 10:49:52 main:574] : INFO : Epoch 2009 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2497.51 ms [2021-10-02 10:49:55 main:574] : INFO : Epoch 2010 | loss: 0.03125 | val_loss: 0.0312504 | Time: 2479.47 ms [2021-10-02 10:49:57 main:574] : INFO : Epoch 2011 | loss: 0.0312504 | val_loss: 0.0312511 | Time: 2500.55 ms [2021-10-02 10:50:00 main:574] : INFO : Epoch 2012 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 2617.11 ms [2021-10-02 10:50:02 main:574] : INFO : Epoch 2013 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 2535.38 ms [2021-10-02 10:50:05 main:574] : INFO : Epoch 2014 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 2428.31 ms [2021-10-02 10:50:07 main:574] : INFO : Epoch 2015 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 2391.97 ms [2021-10-02 10:50:10 main:574] : INFO : Epoch 2016 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 2484.6 ms [2021-10-02 10:50:12 main:574] : INFO : Epoch 2017 | loss: 0.03125 | val_loss: 0.0312508 | Time: 2462.65 ms [2021-10-02 10:50:15 main:574] : INFO : Epoch 2018 | loss: 0.0312506 | val_loss: 0.0312512 | Time: 2475.51 ms [2021-10-02 10:50:17 main:574] : INFO : Epoch 2019 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 2484.86 ms [2021-10-02 10:50:20 main:574] : INFO : Epoch 2020 | loss: 0.0312501 | val_loss: 0.0312525 | Time: 2498.14 ms [2021-10-02 10:50:22 main:574] : INFO : Epoch 2021 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 2478.69 ms [2021-10-02 10:50:25 main:574] : INFO : Epoch 2022 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2461.34 ms [2021-10-02 10:50:27 main:574] : INFO : Epoch 2023 | loss: 0.03125 | val_loss: 0.03125 | Time: 2506.81 ms [2021-10-02 10:50:30 main:574] : INFO : Epoch 2024 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 2494.36 ms [2021-10-02 10:50:32 main:574] : INFO : Epoch 2025 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 2422.2 ms [2021-10-02 10:50:34 main:574] : INFO : Epoch 2026 | loss: 0.0312502 | val_loss: 0.0312522 | Time: 2412.7 ms [2021-10-02 10:50:37 main:574] : INFO : Epoch 2027 | loss: 0.0312523 | val_loss: 0.0312573 | Time: 2552.37 ms [2021-10-02 10:50:40 main:574] : INFO : Epoch 2028 | loss: 0.0312524 | val_loss: 0.0312508 | Time: 2519.43 ms [2021-10-02 10:50:42 main:574] : INFO : Epoch 2029 | loss: 0.0312516 | val_loss: 0.0312503 | Time: 2502.45 ms [2021-10-02 10:50:45 main:574] : INFO : Epoch 2030 | loss: 0.0312511 | val_loss: 0.0312519 | Time: 2511.63 ms [2021-10-02 10:50:47 main:574] : INFO : Epoch 2031 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 2589.53 ms [2021-10-02 10:50:50 main:574] : INFO : Epoch 2032 | loss: 0.03125 | val_loss: 0.03125 | Time: 2502.98 ms [2021-10-02 10:50:52 main:574] : INFO : Epoch 2033 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 2440.99 ms [2021-10-02 10:50:55 main:574] : INFO : Epoch 2034 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 2454.77 ms [2021-10-02 10:50:57 main:574] : INFO : Epoch 2035 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 2499.25 ms [2021-10-02 10:51:00 main:574] : INFO : Epoch 2036 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 2422.24 ms [2021-10-02 10:51:02 main:574] : INFO : Epoch 2037 | loss: 0.0312501 | val_loss: 0.0312512 | Time: 2433.83 ms [2021-10-02 10:51:05 main:574] : INFO : Epoch 2038 | loss: 0.031251 | val_loss: 0.0312514 | Time: 2549.16 ms [2021-10-02 10:51:07 main:574] : INFO : Epoch 2039 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2503.66 ms [2021-10-02 10:51:10 main:574] : INFO : Epoch 2040 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2513.43 ms [2021-10-02 10:51:12 main:574] : INFO : Epoch 2041 | loss: 0.0312501 | val_loss: 0.031251 | Time: 2540.49 ms [2021-10-02 10:51:15 main:574] : INFO : Epoch 2042 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 2533.86 ms [2021-10-02 10:51:17 main:574] : INFO : Epoch 2043 | loss: 0.0312505 | val_loss: 0.03125 | Time: 2487 ms [2021-10-02 10:51:20 main:574] : INFO : Epoch 2044 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 2447.94 ms [2021-10-02 10:51:22 main:574] : INFO : Epoch 2045 | loss: 0.0312501 | val_loss: 0.0312513 | Time: 2474 ms [2021-10-02 10:51:25 main:574] : INFO : Epoch 2046 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 2469.04 ms [2021-10-02 10:51:27 main:574] : INFO : Epoch 2047 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 2472.32 ms [2021-10-02 10:51:29 main:574] : INFO : Epoch 2048 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 2405.91 ms [2021-10-02 10:51:29 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312503 [2021-10-02 10:51:29 main:603] : INFO : Saving end state to config to file [2021-10-02 10:51:29 main:608] : INFO : Success, exiting.. 10:51:29 (33156): 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)