Task 12796096
| Name | ParityModified-1645996661-14266-0_1 |
| Workunit | 9380079 |
| Created | 8 Mar 2022, 20:07:37 UTC |
| Sent | 8 Mar 2022, 20:21:44 UTC |
| Report deadline | 16 Mar 2022, 20:21:44 UTC |
| Received | 9 Mar 2022, 16:49:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 25 min 33 sec |
| CPU time | 1 hours 23 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,441.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> 7.6 ms [2022-03-09 17:28:07 main:574] : INFO : Epoch 1542 | loss: 0.0310692 | val_loss: 0.0312227 | Time: 2522.99 ms [2022-03-09 17:28:10 main:574] : INFO : Epoch 1543 | loss: 0.0310697 | val_loss: 0.0312244 | Time: 2883.55 ms [2022-03-09 17:28:12 main:574] : INFO : Epoch 1544 | loss: 0.0310772 | val_loss: 0.0312229 | Time: 2301.37 ms [2022-03-09 17:28:14 main:574] : INFO : Epoch 1545 | loss: 0.0310763 | val_loss: 0.031235 | Time: 2299.87 ms [2022-03-09 17:28:17 main:574] : INFO : Epoch 1546 | loss: 0.0310653 | val_loss: 0.0312402 | Time: 2475.18 ms [2022-03-09 17:28:19 main:574] : INFO : Epoch 1547 | loss: 0.0310668 | val_loss: 0.0312215 | Time: 2391.1 ms [2022-03-09 17:28:22 main:574] : INFO : Epoch 1548 | loss: 0.0310676 | val_loss: 0.0312239 | Time: 2380.68 ms [2022-03-09 17:28:24 main:574] : INFO : Epoch 1549 | loss: 0.0310703 | val_loss: 0.0312268 | Time: 2483.45 ms [2022-03-09 17:28:27 main:574] : INFO : Epoch 1550 | loss: 0.0310759 | val_loss: 0.0312253 | Time: 2519.64 ms [2022-03-09 17:28:30 main:574] : INFO : Epoch 1551 | loss: 0.0310719 | val_loss: 0.0312128 | Time: 3094.39 ms [2022-03-09 17:28:32 main:574] : INFO : Epoch 1552 | loss: 0.0310773 | val_loss: 0.0312202 | Time: 2417.1 ms [2022-03-09 17:28:35 main:574] : INFO : Epoch 1553 | loss: 0.0310712 | val_loss: 0.0312392 | Time: 2429.11 ms [2022-03-09 17:28:37 main:574] : INFO : Epoch 1554 | loss: 0.031071 | val_loss: 0.0312403 | Time: 2333.46 ms [2022-03-09 17:28:40 main:574] : INFO : Epoch 1555 | loss: 0.0310663 | val_loss: 0.031225 | Time: 2425.58 ms [2022-03-09 17:28:42 main:574] : INFO : Epoch 1556 | loss: 0.0310798 | val_loss: 0.0312024 | Time: 2365.97 ms [2022-03-09 17:28:44 main:574] : INFO : Epoch 1557 | loss: 0.031079 | val_loss: 0.0312471 | Time: 2342.37 ms [2022-03-09 17:28:47 main:574] : INFO : Epoch 1558 | loss: 0.0310788 | val_loss: 0.0312297 | Time: 2260 ms [2022-03-09 17:28:49 main:574] : INFO : Epoch 1559 | loss: 0.0310783 | val_loss: 0.0312346 | Time: 2482.95 ms [2022-03-09 17:28:52 main:574] : INFO : Epoch 1560 | loss: 0.03108 | val_loss: 0.0312179 | Time: 2437.9 ms [2022-03-09 17:28:54 main:574] : INFO : Epoch 1561 | loss: 0.031076 | val_loss: 0.0312135 | Time: 2551.3 ms [2022-03-09 17:28:57 main:574] : INFO : Epoch 1562 | loss: 0.0310903 | val_loss: 0.0312033 | Time: 2636.08 ms [2022-03-09 17:28:59 main:574] : INFO : Epoch 1563 | loss: 0.0310981 | val_loss: 0.0312088 | Time: 2400.08 ms [2022-03-09 17:29:02 main:574] : INFO : Epoch 1564 | loss: 0.03109 | val_loss: 0.0312102 | Time: 2339.12 ms [2022-03-09 17:29:04 main:574] : INFO : Epoch 1565 | loss: 0.0310791 | val_loss: 0.0312416 | Time: 2399.87 ms [2022-03-09 17:29:07 main:574] : INFO : Epoch 1566 | loss: 0.0310745 | val_loss: 0.031231 | Time: 2992.58 ms [2022-03-09 17:29:10 main:574] : INFO : Epoch 1567 | loss: 0.031072 | val_loss: 0.0312152 | Time: 2560.91 ms [2022-03-09 17:29:12 main:574] : INFO : Epoch 1568 | loss: 0.0310714 | val_loss: 0.0312288 | Time: 2244.18 ms [2022-03-09 17:29:14 main:574] : INFO : Epoch 1569 | loss: 0.0310755 | val_loss: 0.0312334 | Time: 2259.99 ms [2022-03-09 17:29:17 main:574] : INFO : Epoch 1570 | loss: 0.0310762 | val_loss: 0.0312302 | Time: 2440.44 ms [2022-03-09 17:29:19 main:574] : INFO : Epoch 1571 | loss: 0.0310707 | val_loss: 0.0312116 | Time: 2423.31 ms [2022-03-09 17:29:22 main:574] : INFO : Epoch 1572 | loss: 0.031073 | val_loss: 0.0312225 | Time: 2681.03 ms [2022-03-09 17:29:25 main:574] : INFO : Epoch 1573 | loss: 0.0310786 | val_loss: 0.031222 | Time: 2495.62 ms [2022-03-09 17:29:27 main:574] : INFO : Epoch 1574 | loss: 0.0310774 | val_loss: 0.0312316 | Time: 2519.56 ms [2022-03-09 17:29:30 main:574] : INFO : Epoch 1575 | loss: 0.0310706 | val_loss: 0.0312197 | Time: 2483.73 ms [2022-03-09 17:29:32 main:574] : INFO : Epoch 1576 | loss: 0.0310693 | val_loss: 0.0312403 | Time: 2535.89 ms [2022-03-09 17:29:35 main:574] : INFO : Epoch 1577 | loss: 0.0310683 | val_loss: 0.0312429 | Time: 2501.64 ms [2022-03-09 17:29:37 main:574] : INFO : Epoch 1578 | loss: 0.0310694 | val_loss: 0.031207 | Time: 2294.65 ms [2022-03-09 17:29:40 main:574] : INFO : Epoch 1579 | loss: 0.0310702 | val_loss: 0.0312302 | Time: 2235.02 ms [2022-03-09 17:29:42 main:574] : INFO : Epoch 1580 | loss: 0.0310648 | val_loss: 0.031219 | Time: 2390.98 ms [2022-03-09 17:29:45 main:574] : INFO : Epoch 1581 | loss: 0.0310704 | val_loss: 0.0312206 | Time: 2427.34 ms [2022-03-09 17:29:47 main:574] : INFO : Epoch 1582 | loss: 0.0310726 | val_loss: 0.0312308 | Time: 2425.09 ms [2022-03-09 17:29:50 main:574] : INFO : Epoch 1583 | loss: 0.0310671 | val_loss: 0.0312322 | Time: 2690.76 ms [2022-03-09 17:29:52 main:574] : INFO : Epoch 1584 | loss: 0.03107 | val_loss: 0.0312369 | Time: 2693.19 ms [2022-03-09 17:29:55 main:574] : INFO : Epoch 1585 | loss: 0.0310683 | val_loss: 0.0312284 | Time: 2453.33 ms [2022-03-09 17:29:57 main:574] : INFO : Epoch 1586 | loss: 0.0310701 | val_loss: 0.0312222 | Time: 2370.44 ms [2022-03-09 17:30:00 main:574] : INFO : Epoch 1587 | loss: 0.0310766 | val_loss: 0.03123 | Time: 2393.38 ms [2022-03-09 17:30:03 main:574] : INFO : Epoch 1588 | loss: 0.0310739 | val_loss: 0.0312461 | Time: 2486.54 ms [2022-03-09 17:30:05 main:574] : INFO : Epoch 1589 | loss: 0.0310743 | val_loss: 0.0312124 | Time: 2304.8 ms [2022-03-09 17:30:07 main:574] : INFO : Epoch 1590 | loss: 0.0310743 | val_loss: 0.031213 | Time: 2380.54 ms [2022-03-09 17:30:10 main:574] : INFO : Epoch 1591 | loss: 0.0310725 | val_loss: 0.0312185 | Time: 2369.68 ms [2022-03-09 17:30:12 main:574] : INFO : Epoch 1592 | loss: 0.0310662 | val_loss: 0.0312292 | Time: 2488.47 ms [2022-03-09 17:30:15 main:574] : INFO : Epoch 1593 | loss: 0.0310639 | val_loss: 0.031236 | Time: 2615.17 ms [2022-03-09 17:30:17 main:574] : INFO : Epoch 1594 | loss: 0.0310623 | val_loss: 0.0312283 | Time: 2431.36 ms [2022-03-09 17:30:20 main:574] : INFO : Epoch 1595 | loss: 0.0310687 | val_loss: 0.0312363 | Time: 2708.59 ms [2022-03-09 17:30:23 main:574] : INFO : Epoch 1596 | loss: 0.0310697 | val_loss: 0.0312241 | Time: 2392.05 ms [2022-03-09 17:30:25 main:574] : INFO : Epoch 1597 | loss: 0.031067 | val_loss: 0.0312296 | Time: 2273.85 ms [2022-03-09 17:30:27 main:574] : INFO : Epoch 1598 | loss: 0.031062 | val_loss: 0.0312296 | Time: 2321.28 ms [2022-03-09 17:30:30 main:574] : INFO : Epoch 1599 | loss: 0.0310767 | val_loss: 0.0312241 | Time: 2414.68 ms [2022-03-09 17:30:32 main:574] : INFO : Epoch 1600 | loss: 0.0310803 | val_loss: 0.031225 | Time: 2239.68 ms [2022-03-09 17:30:34 main:574] : INFO : Epoch 1601 | loss: 0.0310795 | val_loss: 0.0312097 | Time: 2354.27 ms [2022-03-09 17:30:37 main:574] : INFO : Epoch 1602 | loss: 0.0310806 | val_loss: 0.0312202 | Time: 2714.15 ms [2022-03-09 17:30:40 main:574] : INFO : Epoch 1603 | loss: 0.0310706 | val_loss: 0.031237 | Time: 2521.97 ms [2022-03-09 17:30:42 main:574] : INFO : Epoch 1604 | loss: 0.031065 | val_loss: 0.0312236 | Time: 2381.1 ms [2022-03-09 17:30:44 main:574] : INFO : Epoch 1605 | loss: 0.0310713 | val_loss: 0.0312132 | Time: 2438.79 ms [2022-03-09 17:30:47 main:574] : INFO : Epoch 1606 | loss: 0.0310888 | val_loss: 0.0312252 | Time: 2518.83 ms [2022-03-09 17:30:49 main:574] : INFO : Epoch 1607 | loss: 0.031081 | val_loss: 0.0312165 | Time: 2209.55 ms [2022-03-09 17:30:52 main:574] : INFO : Epoch 1608 | loss: 0.0310751 | val_loss: 0.0312214 | Time: 2364.95 ms [2022-03-09 17:30:54 main:574] : INFO : Epoch 1609 | loss: 0.031069 | val_loss: 0.0312334 | Time: 2374.86 ms [2022-03-09 17:30:57 main:574] : INFO : Epoch 1610 | loss: 0.0310685 | val_loss: 0.0312384 | Time: 2300.1 ms [2022-03-09 17:30:59 main:574] : INFO : Epoch 1611 | loss: 0.0310685 | val_loss: 0.0312296 | Time: 2446.89 ms [2022-03-09 17:31:02 main:574] : INFO : Epoch 1612 | loss: 0.0310644 | val_loss: 0.0312322 | Time: 2598.21 ms [2022-03-09 17:31:05 main:574] : INFO : Epoch 1613 | loss: 0.0310718 | val_loss: 0.0312211 | Time: 2865.6 ms [2022-03-09 17:31:07 main:574] : INFO : Epoch 1614 | loss: 0.031072 | val_loss: 0.0312467 | Time: 2861.8 ms [2022-03-09 17:31:10 main:574] : INFO : Epoch 1615 | loss: 0.0310598 | val_loss: 0.0312362 | Time: 2574.52 ms [2022-03-09 17:31:12 main:574] : INFO : Epoch 1616 | loss: 0.0310611 | val_loss: 0.0312394 | Time: 2219.52 ms [2022-03-09 17:31:15 main:574] : INFO : Epoch 1617 | loss: 0.0310633 | val_loss: 0.0312285 | Time: 2205.34 ms [2022-03-09 17:31:17 main:574] : INFO : Epoch 1618 | loss: 0.0310667 | val_loss: 0.0312387 | Time: 2389.81 ms [2022-03-09 17:31:19 main:574] : INFO : Epoch 1619 | loss: 0.0310718 | val_loss: 0.0312292 | Time: 2381.64 ms [2022-03-09 17:31:22 main:574] : INFO : Epoch 1620 | loss: 0.0310713 | val_loss: 0.031216 | Time: 2463.09 ms [2022-03-09 17:31:24 main:574] : INFO : Epoch 1621 | loss: 0.0310734 | val_loss: 0.0312321 | Time: 2557.72 ms [2022-03-09 17:31:27 main:574] : INFO : Epoch 1622 | loss: 0.0310664 | val_loss: 0.0312465 | Time: 2450.2 ms [2022-03-09 17:31:30 main:574] : INFO : Epoch 1623 | loss: 0.031058 | val_loss: 0.0312245 | Time: 2951.07 ms [2022-03-09 17:31:32 main:574] : INFO : Epoch 1624 | loss: 0.0310611 | val_loss: 0.0312288 | Time: 2369.25 ms [2022-03-09 17:31:35 main:574] : INFO : Epoch 1625 | loss: 0.0310752 | val_loss: 0.0312343 | Time: 2604 ms [2022-03-09 17:31:37 main:574] : INFO : Epoch 1626 | loss: 0.0310657 | val_loss: 0.0312287 | Time: 2406.87 ms [2022-03-09 17:31:40 main:574] : INFO : Epoch 1627 | loss: 0.0310633 | val_loss: 0.0312268 | Time: 2737.91 ms [2022-03-09 17:31:43 main:574] : INFO : Epoch 1628 | loss: 0.0310701 | val_loss: 0.0312363 | Time: 2625.81 ms [2022-03-09 17:31:45 main:574] : INFO : Epoch 1629 | loss: 0.0310718 | val_loss: 0.0312309 | Time: 2286.1 ms [2022-03-09 17:31:48 main:574] : INFO : Epoch 1630 | loss: 0.0310701 | val_loss: 0.0312466 | Time: 2510.07 ms [2022-03-09 17:31:50 main:574] : INFO : Epoch 1631 | loss: 0.0310744 | val_loss: 0.0312245 | Time: 2292.47 ms [2022-03-09 17:31:53 main:574] : INFO : Epoch 1632 | loss: 0.0310727 | val_loss: 0.0312362 | Time: 2481.01 ms [2022-03-09 17:31:56 main:574] : INFO : Epoch 1633 | loss: 0.0310728 | val_loss: 0.0312372 | Time: 3125.21 ms [2022-03-09 17:31:58 main:574] : INFO : Epoch 1634 | loss: 0.031067 | val_loss: 0.0312247 | Time: 2323.39 ms [2022-03-09 17:32:01 main:574] : INFO : Epoch 1635 | loss: 0.0310661 | val_loss: 0.0312257 | Time: 2399.79 ms [2022-03-09 17:32:03 main:574] : INFO : Epoch 1636 | loss: 0.0310655 | val_loss: 0.0312257 | Time: 2342.87 ms [2022-03-09 17:32:05 main:574] : INFO : Epoch 1637 | loss: 0.0310701 | val_loss: 0.0312252 | Time: 2466.02 ms [2022-03-09 17:32:08 main:574] : INFO : Epoch 1638 | loss: 0.0310648 | val_loss: 0.0312194 | Time: 2321.77 ms [2022-03-09 17:32:10 main:574] : INFO : Epoch 1639 | loss: 0.0310666 | val_loss: 0.0312169 | Time: 2373.19 ms [2022-03-09 17:32:13 main:574] : INFO : Epoch 1640 | loss: 0.0310736 | val_loss: 0.031235 | Time: 2567.76 ms [2022-03-09 17:32:15 main:574] : INFO : Epoch 1641 | loss: 0.0310705 | val_loss: 0.0312305 | Time: 2630.35 ms [2022-03-09 17:32:18 main:574] : INFO : Epoch 1642 | loss: 0.0310808 | val_loss: 0.0312202 | Time: 2667.22 ms [2022-03-09 17:32:21 main:574] : INFO : Epoch 1643 | loss: 0.0310677 | val_loss: 0.0312326 | Time: 2388.48 ms [2022-03-09 17:32:23 main:574] : INFO : Epoch 1644 | loss: 0.0310629 | val_loss: 0.0312425 | Time: 2558.4 ms [2022-03-09 17:32:26 main:574] : INFO : Epoch 1645 | loss: 0.0310635 | val_loss: 0.0312344 | Time: 2449.74 ms [2022-03-09 17:32:28 main:574] : INFO : Epoch 1646 | loss: 0.0310641 | val_loss: 0.0312282 | Time: 2344.4 ms [2022-03-09 17:32:31 main:574] : INFO : Epoch 1647 | loss: 0.0310609 | val_loss: 0.0312391 | Time: 2449.34 ms [2022-03-09 17:32:33 main:574] : INFO : Epoch 1648 | loss: 0.0310558 | val_loss: 0.0312431 | Time: 2518.39 ms [2022-03-09 17:32:36 main:574] : INFO : Epoch 1649 | loss: 0.0310797 | val_loss: 0.031233 | Time: 2414.67 ms [2022-03-09 17:32:38 main:574] : INFO : Epoch 1650 | loss: 0.0310712 | val_loss: 0.0312282 | Time: 2403.16 ms [2022-03-09 17:32:41 main:574] : INFO : Epoch 1651 | loss: 0.0310661 | val_loss: 0.0312416 | Time: 2651 ms [2022-03-09 17:32:43 main:574] : INFO : Epoch 1652 | loss: 0.0310661 | val_loss: 0.031233 | Time: 2759.67 ms [2022-03-09 17:32:46 main:574] : INFO : Epoch 1653 | loss: 0.0310695 | val_loss: 0.0312328 | Time: 2535.19 ms [2022-03-09 17:32:49 main:574] : INFO : Epoch 1654 | loss: 0.031063 | val_loss: 0.0312295 | Time: 2482.36 ms [2022-03-09 17:32:51 main:574] : INFO : Epoch 1655 | loss: 0.0310642 | val_loss: 0.0312362 | Time: 2380.32 ms [2022-03-09 17:32:54 main:574] : INFO : Epoch 1656 | loss: 0.0310661 | val_loss: 0.0312368 | Time: 2659.7 ms [2022-03-09 17:32:56 main:574] : INFO : Epoch 1657 | loss: 0.0310689 | val_loss: 0.0312389 | Time: 2607.05 ms [2022-03-09 17:32:59 main:574] : INFO : Epoch 1658 | loss: 0.0310708 | val_loss: 0.031245 | Time: 2424.2 ms [2022-03-09 17:33:01 main:574] : INFO : Epoch 1659 | loss: 0.031062 | val_loss: 0.031221 | Time: 2394.74 ms [2022-03-09 17:33:04 main:574] : INFO : Epoch 1660 | loss: 0.0310623 | val_loss: 0.0312241 | Time: 2530.92 ms [2022-03-09 17:33:06 main:574] : INFO : Epoch 1661 | loss: 0.0310643 | val_loss: 0.0312395 | Time: 2414.35 ms [2022-03-09 17:33:09 main:574] : INFO : Epoch 1662 | loss: 0.0310657 | val_loss: 0.031237 | Time: 2328.82 ms [2022-03-09 17:33:11 main:574] : INFO : Epoch 1663 | loss: 0.031066 | val_loss: 0.0312373 | Time: 2544.76 ms [2022-03-09 17:33:14 main:574] : INFO : Epoch 1664 | loss: 0.0310568 | val_loss: 0.0312431 | Time: 2561.35 ms [2022-03-09 17:33:16 main:574] : INFO : Epoch 1665 | loss: 0.0310645 | val_loss: 0.0312252 | Time: 2560.04 ms [2022-03-09 17:33:19 main:574] : INFO : Epoch 1666 | loss: 0.0310709 | val_loss: 0.0312309 | Time: 2436.08 ms [2022-03-09 17:33:22 main:574] : INFO : Epoch 1667 | loss: 0.0310651 | val_loss: 0.0312366 | Time: 2683.82 ms [2022-03-09 17:33:24 main:574] : INFO : Epoch 1668 | loss: 0.0310922 | val_loss: 0.0312188 | Time: 2547.21 ms [2022-03-09 17:33:27 main:574] : INFO : Epoch 1669 | loss: 0.0310895 | val_loss: 0.031216 | Time: 2282.58 ms [2022-03-09 17:33:29 main:574] : INFO : Epoch 1670 | loss: 0.031076 | val_loss: 0.0312348 | Time: 2338.19 ms [2022-03-09 17:33:31 main:574] : INFO : Epoch 1671 | loss: 0.0310734 | val_loss: 0.0312305 | Time: 2440.92 ms [2022-03-09 17:33:34 main:574] : INFO : Epoch 1672 | loss: 0.0310627 | val_loss: 0.0312302 | Time: 2411.74 ms [2022-03-09 17:33:36 main:574] : INFO : Epoch 1673 | loss: 0.0310591 | val_loss: 0.0312381 | Time: 2460.09 ms [2022-03-09 17:33:39 main:574] : INFO : Epoch 1674 | loss: 0.0310581 | val_loss: 0.0312429 | Time: 2652.71 ms [2022-03-09 17:33:42 main:574] : INFO : Epoch 1675 | loss: 0.0310795 | val_loss: 0.0312133 | Time: 2923.97 ms [2022-03-09 17:33:45 main:574] : INFO : Epoch 1676 | loss: 0.0310764 | val_loss: 0.0312369 | Time: 2396.16 ms [2022-03-09 17:33:47 main:574] : INFO : Epoch 1677 | loss: 0.0310709 | val_loss: 0.0312157 | Time: 2440.2 ms [2022-03-09 17:33:49 main:574] : INFO : Epoch 1678 | loss: 0.0310674 | val_loss: 0.031221 | Time: 2222.6 ms [2022-03-09 17:33:52 main:574] : INFO : Epoch 1679 | loss: 0.031071 | val_loss: 0.0312348 | Time: 2480.62 ms [2022-03-09 17:33:54 main:574] : INFO : Epoch 1680 | loss: 0.0310702 | val_loss: 0.0312251 | Time: 2402.32 ms [2022-03-09 17:33:57 main:574] : INFO : Epoch 1681 | loss: 0.0310697 | val_loss: 0.031211 | Time: 2396.84 ms [2022-03-09 17:33:59 main:574] : INFO : Epoch 1682 | loss: 0.0310595 | val_loss: 0.0312447 | Time: 2404.34 ms [2022-03-09 17:34:02 main:574] : INFO : Epoch 1683 | loss: 0.0310545 | val_loss: 0.0312235 | Time: 2408.14 ms [2022-03-09 17:34:04 main:574] : INFO : Epoch 1684 | loss: 0.0310527 | val_loss: 0.0312295 | Time: 2645.64 ms [2022-03-09 17:34:07 main:574] : INFO : Epoch 1685 | loss: 0.031058 | val_loss: 0.0312349 | Time: 2440.89 ms [2022-03-09 17:34:10 main:574] : INFO : Epoch 1686 | loss: 0.0310586 | val_loss: 0.0312393 | Time: 2727.39 ms [2022-03-09 17:34:12 main:574] : INFO : Epoch 1687 | loss: 0.0310596 | val_loss: 0.0312318 | Time: 2830.11 ms [2022-03-09 17:34:15 main:574] : INFO : Epoch 1688 | loss: 0.031063 | val_loss: 0.0312397 | Time: 2273.58 ms [2022-03-09 17:34:17 main:574] : INFO : Epoch 1689 | loss: 0.0310681 | val_loss: 0.0312353 | Time: 2318.23 ms [2022-03-09 17:34:20 main:574] : INFO : Epoch 1690 | loss: 0.0310674 | val_loss: 0.0312359 | Time: 2412.13 ms [2022-03-09 17:34:22 main:574] : INFO : Epoch 1691 | loss: 0.0310624 | val_loss: 0.0312375 | Time: 2430.54 ms [2022-03-09 17:34:25 main:574] : INFO : Epoch 1692 | loss: 0.0310631 | val_loss: 0.0312223 | Time: 2496.75 ms [2022-03-09 17:34:27 main:574] : INFO : Epoch 1693 | loss: 0.0310605 | val_loss: 0.0312329 | Time: 2420.19 ms [2022-03-09 17:34:30 main:574] : INFO : Epoch 1694 | loss: 0.0310687 | val_loss: 0.0312344 | Time: 2481.77 ms [2022-03-09 17:34:32 main:574] : INFO : Epoch 1695 | loss: 0.0310646 | val_loss: 0.0312249 | Time: 2620.13 ms [2022-03-09 17:34:35 main:574] : INFO : Epoch 1696 | loss: 0.0310641 | val_loss: 0.0312343 | Time: 2431.53 ms [2022-03-09 17:34:37 main:574] : INFO : Epoch 1697 | loss: 0.0310587 | val_loss: 0.0312199 | Time: 2425.77 ms [2022-03-09 17:34:40 main:574] : INFO : Epoch 1698 | loss: 0.0310609 | val_loss: 0.0312337 | Time: 2282.49 ms [2022-03-09 17:34:42 main:574] : INFO : Epoch 1699 | loss: 0.0310568 | val_loss: 0.0312433 | Time: 2472.61 ms [2022-03-09 17:34:45 main:574] : INFO : Epoch 1700 | loss: 0.0310545 | val_loss: 0.0312156 | Time: 2413.14 ms [2022-03-09 17:34:47 main:574] : INFO : Epoch 1701 | loss: 0.0310746 | val_loss: 0.0312371 | Time: 2484.52 ms [2022-03-09 17:34:49 main:574] : INFO : Epoch 1702 | loss: 0.0310849 | val_loss: 0.0312363 | Time: 2347.5 ms [2022-03-09 17:34:52 main:574] : INFO : Epoch 1703 | loss: 0.0310678 | val_loss: 0.0312393 | Time: 2525.28 ms [2022-03-09 17:34:55 main:574] : INFO : Epoch 1704 | loss: 0.0310609 | val_loss: 0.0312341 | Time: 2832.99 ms [2022-03-09 17:34:57 main:574] : INFO : Epoch 1705 | loss: 0.0310576 | val_loss: 0.0312625 | Time: 2542.49 ms [2022-03-09 17:35:00 main:574] : INFO : Epoch 1706 | loss: 0.0310634 | val_loss: 0.0312347 | Time: 2488.16 ms [2022-03-09 17:35:02 main:574] : INFO : Epoch 1707 | loss: 0.0310608 | val_loss: 0.0312336 | Time: 2399.07 ms [2022-03-09 17:35:05 main:574] : INFO : Epoch 1708 | loss: 0.031057 | val_loss: 0.0312288 | Time: 2273.62 ms [2022-03-09 17:35:07 main:574] : INFO : Epoch 1709 | loss: 0.031063 | val_loss: 0.0312363 | Time: 2397.88 ms [2022-03-09 17:35:10 main:574] : INFO : Epoch 1710 | loss: 0.031068 | val_loss: 0.0312147 | Time: 2742.29 ms [2022-03-09 17:35:13 main:574] : INFO : Epoch 1711 | loss: 0.0310745 | val_loss: 0.0312302 | Time: 2648.48 ms [2022-03-09 17:35:15 main:574] : INFO : Epoch 1712 | loss: 0.0310647 | val_loss: 0.0312462 | Time: 2310.17 ms [2022-03-09 17:35:17 main:574] : INFO : Epoch 1713 | loss: 0.0310708 | val_loss: 0.0312193 | Time: 2276.36 ms [2022-03-09 17:35:20 main:574] : INFO : Epoch 1714 | loss: 0.0310607 | val_loss: 0.0312269 | Time: 2618.49 ms [2022-03-09 17:35:22 main:574] : INFO : Epoch 1715 | loss: 0.0310585 | val_loss: 0.0312221 | Time: 2301.73 ms [2022-03-09 17:35:25 main:574] : INFO : Epoch 1716 | loss: 0.0310584 | val_loss: 0.0312402 | Time: 2601.35 ms [2022-03-09 17:35:27 main:574] : INFO : Epoch 1717 | loss: 0.0310561 | val_loss: 0.0312269 | Time: 2406.93 ms [2022-03-09 17:35:30 main:574] : INFO : Epoch 1718 | loss: 0.0310602 | val_loss: 0.0312243 | Time: 2320.78 ms [2022-03-09 17:35:32 main:574] : INFO : Epoch 1719 | loss: 0.0310709 | val_loss: 0.0312282 | Time: 2489.7 ms [2022-03-09 17:35:35 main:574] : INFO : Epoch 1720 | loss: 0.0310639 | val_loss: 0.0312317 | Time: 2840.92 ms [2022-03-09 17:35:38 main:574] : INFO : Epoch 1721 | loss: 0.031061 | val_loss: 0.0312419 | Time: 2456.89 ms [2022-03-09 17:35:40 main:574] : INFO : Epoch 1722 | loss: 0.0310594 | val_loss: 0.0312365 | Time: 2312.37 ms [2022-03-09 17:35:42 main:574] : INFO : Epoch 1723 | loss: 0.0310602 | val_loss: 0.0312383 | Time: 2428.96 ms [2022-03-09 17:35:45 main:574] : INFO : Epoch 1724 | loss: 0.0310571 | val_loss: 0.0312515 | Time: 2464.56 ms [2022-03-09 17:35:47 main:574] : INFO : Epoch 1725 | loss: 0.0310594 | val_loss: 0.0312362 | Time: 2393.06 ms [2022-03-09 17:35:50 main:574] : INFO : Epoch 1726 | loss: 0.0310588 | val_loss: 0.0312445 | Time: 2466.17 ms [2022-03-09 17:35:52 main:574] : INFO : Epoch 1727 | loss: 0.0310604 | val_loss: 0.0312458 | Time: 2243.55 ms [2022-03-09 17:35:55 main:574] : INFO : Epoch 1728 | loss: 0.0310525 | val_loss: 0.0312454 | Time: 2262.92 ms [2022-03-09 17:35:57 main:574] : INFO : Epoch 1729 | loss: 0.0310535 | val_loss: 0.0312384 | Time: 2314.86 ms [2022-03-09 17:35:59 main:574] : INFO : Epoch 1730 | loss: 0.0310546 | val_loss: 0.0312406 | Time: 2541.48 ms [2022-03-09 17:36:02 main:574] : INFO : Epoch 1731 | loss: 0.0310573 | val_loss: 0.0312547 | Time: 2836.62 ms [2022-03-09 17:36:05 main:574] : INFO : Epoch 1732 | loss: 0.0310517 | val_loss: 0.0312468 | Time: 2285.77 ms [2022-03-09 17:36:07 main:574] : INFO : Epoch 1733 | loss: 0.0310542 | val_loss: 0.0312423 | Time: 2318.76 ms [2022-03-09 17:36:10 main:574] : INFO : Epoch 1734 | loss: 0.0310503 | val_loss: 0.0312482 | Time: 2551.88 ms [2022-03-09 17:36:12 main:574] : INFO : Epoch 1735 | loss: 0.0310509 | val_loss: 0.0312487 | Time: 2259.59 ms [2022-03-09 17:36:14 main:574] : INFO : Epoch 1736 | loss: 0.0310553 | val_loss: 0.0312398 | Time: 2299.82 ms [2022-03-09 17:36:17 main:574] : INFO : Epoch 1737 | loss: 0.0310546 | val_loss: 0.0312495 | Time: 2342.74 ms [2022-03-09 17:36:19 main:574] : INFO : Epoch 1738 | loss: 0.0310557 | val_loss: 0.0312356 | Time: 2515.3 ms [2022-03-09 17:36:22 main:574] : INFO : Epoch 1739 | loss: 0.0310582 | val_loss: 0.0312456 | Time: 2422.19 ms [2022-03-09 17:36:24 main:574] : INFO : Epoch 1740 | loss: 0.0310623 | val_loss: 0.031256 | Time: 2301.94 ms [2022-03-09 17:36:27 main:574] : INFO : Epoch 1741 | loss: 0.031065 | val_loss: 0.0312326 | Time: 2497.45 ms [2022-03-09 17:36:29 main:574] : INFO : Epoch 1742 | loss: 0.0310605 | val_loss: 0.0312414 | Time: 2320.63 ms [2022-03-09 17:36:31 main:574] : INFO : Epoch 1743 | loss: 0.0310546 | val_loss: 0.0312416 | Time: 2301.39 ms [2022-03-09 17:36:34 main:574] : INFO : Epoch 1744 | loss: 0.0310634 | val_loss: 0.0312349 | Time: 2431.79 ms [2022-03-09 17:36:36 main:574] : INFO : Epoch 1745 | loss: 0.0310648 | val_loss: 0.0312206 | Time: 2337.23 ms [2022-03-09 17:36:39 main:574] : INFO : Epoch 1746 | loss: 0.0310679 | val_loss: 0.0312391 | Time: 2444.97 ms [2022-03-09 17:36:41 main:574] : INFO : Epoch 1747 | loss: 0.0310561 | val_loss: 0.0312335 | Time: 2341.01 ms [2022-03-09 17:36:43 main:574] : INFO : Epoch 1748 | loss: 0.0310526 | val_loss: 0.0312399 | Time: 2387.98 ms [2022-03-09 17:36:46 main:574] : INFO : Epoch 1749 | loss: 0.0310587 | val_loss: 0.0312339 | Time: 2686.1 ms [2022-03-09 17:36:49 main:574] : INFO : Epoch 1750 | loss: 0.0310559 | val_loss: 0.0312528 | Time: 2485.96 ms [2022-03-09 17:36:51 main:574] : INFO : Epoch 1751 | loss: 0.0310641 | val_loss: 0.0312501 | Time: 2405.89 ms [2022-03-09 17:36:53 main:574] : INFO : Epoch 1752 | loss: 0.0310557 | val_loss: 0.0312447 | Time: 2356.01 ms [2022-03-09 17:36:56 main:574] : INFO : Epoch 1753 | loss: 0.0310579 | val_loss: 0.0312404 | Time: 2451.19 ms [2022-03-09 17:36:58 main:574] : INFO : Epoch 1754 | loss: 0.0310583 | val_loss: 0.031242 | Time: 2344.98 ms [2022-03-09 17:37:01 main:574] : INFO : Epoch 1755 | loss: 0.0310641 | val_loss: 0.0312504 | Time: 2307.57 ms [2022-03-09 17:37:03 main:574] : INFO : Epoch 1756 | loss: 0.0310618 | val_loss: 0.031228 | Time: 2349.95 ms [2022-03-09 17:37:06 main:574] : INFO : Epoch 1757 | loss: 0.0310543 | val_loss: 0.0312432 | Time: 2476.93 ms [2022-03-09 17:37:08 main:574] : INFO : Epoch 1758 | loss: 0.0310595 | val_loss: 0.031215 | Time: 2762.23 ms [2022-03-09 17:37:11 main:574] : INFO : Epoch 1759 | loss: 0.0310669 | val_loss: 0.0312313 | Time: 2528.34 ms [2022-03-09 17:37:14 main:574] : INFO : Epoch 1760 | loss: 0.0310606 | val_loss: 0.031241 | Time: 2558.72 ms [2022-03-09 17:37:16 main:574] : INFO : Epoch 1761 | loss: 0.0310544 | val_loss: 0.0312401 | Time: 2433.05 ms [2022-03-09 17:37:19 main:574] : INFO : Epoch 1762 | loss: 0.031063 | val_loss: 0.0312368 | Time: 2827.19 ms [2022-03-09 17:37:21 main:574] : INFO : Epoch 1763 | loss: 0.0310635 | val_loss: 0.0312335 | Time: 2243.93 ms [2022-03-09 17:37:23 main:574] : INFO : Epoch 1764 | loss: 0.0310586 | val_loss: 0.0312446 | Time: 2237.42 ms [2022-03-09 17:37:26 main:574] : INFO : Epoch 1765 | loss: 0.031077 | val_loss: 0.0312144 | Time: 2320.94 ms [2022-03-09 17:37:29 main:574] : INFO : Epoch 1766 | loss: 0.0310722 | val_loss: 0.0312433 | Time: 2680.6 ms [2022-03-09 17:37:31 main:574] : INFO : Epoch 1767 | loss: 0.0310697 | val_loss: 0.031217 | Time: 2651.93 ms [2022-03-09 17:37:34 main:574] : INFO : Epoch 1768 | loss: 0.0310675 | val_loss: 0.0312189 | Time: 2403.32 ms [2022-03-09 17:37:36 main:574] : INFO : Epoch 1769 | loss: 0.0310643 | val_loss: 0.0312191 | Time: 2443.67 ms [2022-03-09 17:37:39 main:574] : INFO : Epoch 1770 | loss: 0.0310592 | val_loss: 0.0312558 | Time: 2427.8 ms [2022-03-09 17:37:41 main:574] : INFO : Epoch 1771 | loss: 0.0310605 | val_loss: 0.031248 | Time: 2415.3 ms [2022-03-09 17:37:44 main:574] : INFO : Epoch 1772 | loss: 0.0310539 | val_loss: 0.0312239 | Time: 2481.6 ms [2022-03-09 17:37:46 main:574] : INFO : Epoch 1773 | loss: 0.0310541 | val_loss: 0.0312428 | Time: 2378.32 ms [2022-03-09 17:37:48 main:574] : INFO : Epoch 1774 | loss: 0.031067 | val_loss: 0.0312356 | Time: 2342.41 ms [2022-03-09 17:37:51 main:574] : INFO : Epoch 1775 | loss: 0.0310652 | val_loss: 0.0312419 | Time: 2695.9 ms [2022-03-09 17:37:54 main:574] : INFO : Epoch 1776 | loss: 0.0310581 | val_loss: 0.0312451 | Time: 2375.65 ms [2022-03-09 17:37:56 main:574] : INFO : Epoch 1777 | loss: 0.0310573 | val_loss: 0.0312464 | Time: 2903.71 ms [2022-03-09 17:37:59 main:574] : INFO : Epoch 1778 | loss: 0.0310516 | val_loss: 0.031245 | Time: 2448.83 ms [2022-03-09 17:38:01 main:574] : INFO : Epoch 1779 | loss: 0.0310482 | val_loss: 0.0312354 | Time: 2360.36 ms [2022-03-09 17:38:04 main:574] : INFO : Epoch 1780 | loss: 0.0310568 | val_loss: 0.0312302 | Time: 2245.18 ms [2022-03-09 17:38:06 main:574] : INFO : Epoch 1781 | loss: 0.0310541 | val_loss: 0.0312489 | Time: 2483.52 ms [2022-03-09 17:38:08 main:574] : INFO : Epoch 1782 | loss: 0.031048 | val_loss: 0.0312316 | Time: 2321.67 ms [2022-03-09 17:38:11 main:574] : INFO : Epoch 1783 | loss: 0.0310519 | val_loss: 0.0312331 | Time: 2250.28 ms [2022-03-09 17:38:13 main:574] : INFO : Epoch 1784 | loss: 0.0310594 | val_loss: 0.0312286 | Time: 2336.61 ms [2022-03-09 17:38:16 main:574] : INFO : Epoch 1785 | loss: 0.0310555 | val_loss: 0.0312502 | Time: 2557.15 ms [2022-03-09 17:38:18 main:574] : INFO : Epoch 1786 | loss: 0.0310507 | val_loss: 0.0312352 | Time: 2338.43 ms [2022-03-09 17:38:21 main:574] : INFO : Epoch 1787 | loss: 0.0310504 | val_loss: 0.0312366 | Time: 2882.97 ms [2022-03-09 17:38:24 main:574] : INFO : Epoch 1788 | loss: 0.0310526 | val_loss: 0.0312472 | Time: 2487.3 ms [2022-03-09 17:38:26 main:574] : INFO : Epoch 1789 | loss: 0.031057 | val_loss: 0.031218 | Time: 2684.12 ms [2022-03-09 17:38:29 main:574] : INFO : Epoch 1790 | loss: 0.0310609 | val_loss: 0.0312515 | Time: 2215.77 ms [2022-03-09 17:38:31 main:574] : INFO : Epoch 1791 | loss: 0.0310561 | val_loss: 0.0312352 | Time: 2307.55 ms [2022-03-09 17:38:33 main:574] : INFO : Epoch 1792 | loss: 0.0310552 | val_loss: 0.0312261 | Time: 2314.29 ms [2022-03-09 17:38:36 main:574] : INFO : Epoch 1793 | loss: 0.031054 | val_loss: 0.0312431 | Time: 2320.49 ms [2022-03-09 17:38:38 main:574] : INFO : Epoch 1794 | loss: 0.0310466 | val_loss: 0.031248 | Time: 2321.96 ms [2022-03-09 17:38:41 main:574] : INFO : Epoch 1795 | loss: 0.031047 | val_loss: 0.0312456 | Time: 2537.61 ms [2022-03-09 17:38:43 main:574] : INFO : Epoch 1796 | loss: 0.0310526 | val_loss: 0.0312483 | Time: 2812.54 ms [2022-03-09 17:38:46 main:574] : INFO : Epoch 1797 | loss: 0.0310538 | val_loss: 0.0312271 | Time: 2574.77 ms [2022-03-09 17:38:48 main:574] : INFO : Epoch 1798 | loss: 0.0310654 | val_loss: 0.0312257 | Time: 2286.88 ms [2022-03-09 17:38:51 main:574] : INFO : Epoch 1799 | loss: 0.0310693 | val_loss: 0.0312441 | Time: 2556.09 ms [2022-03-09 17:38:53 main:574] : INFO : Epoch 1800 | loss: 0.0310654 | val_loss: 0.03124 | Time: 2351.4 ms [2022-03-09 17:38:56 main:574] : INFO : Epoch 1801 | loss: 0.0310594 | val_loss: 0.0312504 | Time: 2954.19 ms [2022-03-09 17:38:59 main:574] : INFO : Epoch 1802 | loss: 0.0310563 | val_loss: 0.0312384 | Time: 2338.43 ms [2022-03-09 17:39:01 main:574] : INFO : Epoch 1803 | loss: 0.0310561 | val_loss: 0.031246 | Time: 2371.64 ms [2022-03-09 17:39:03 main:574] : INFO : Epoch 1804 | loss: 0.031056 | val_loss: 0.0312469 | Time: 2413.55 ms [2022-03-09 17:39:06 main:574] : INFO : Epoch 1805 | loss: 0.0310599 | val_loss: 0.0312629 | Time: 2432.69 ms [2022-03-09 17:39:08 main:574] : INFO : Epoch 1806 | loss: 0.0310564 | val_loss: 0.0312337 | Time: 2381.64 ms [2022-03-09 17:39:11 main:574] : INFO : Epoch 1807 | loss: 0.0310581 | val_loss: 0.0312432 | Time: 2252.23 ms [2022-03-09 17:39:13 main:574] : INFO : Epoch 1808 | loss: 0.0310627 | val_loss: 0.0312415 | Time: 2519.99 ms [2022-03-09 17:39:16 main:574] : INFO : Epoch 1809 | loss: 0.0310493 | val_loss: 0.0312445 | Time: 2621.38 ms [2022-03-09 17:39:19 main:574] : INFO : Epoch 1810 | loss: 0.0310595 | val_loss: 0.0312486 | Time: 2784.84 ms [2022-03-09 17:39:21 main:574] : INFO : Epoch 1811 | loss: 0.0310583 | val_loss: 0.0312407 | Time: 2352.8 ms [2022-03-09 17:39:23 main:574] : INFO : Epoch 1812 | loss: 0.0310573 | val_loss: 0.0312411 | Time: 2382.77 ms [2022-03-09 17:39:26 main:574] : INFO : Epoch 1813 | loss: 0.031055 | val_loss: 0.0312287 | Time: 2603.93 ms [2022-03-09 17:39:29 main:574] : INFO : Epoch 1814 | loss: 0.0310549 | val_loss: 0.0312435 | Time: 2426.37 ms [2022-03-09 17:39:31 main:574] : INFO : Epoch 1815 | loss: 0.031051 | val_loss: 0.0312518 | Time: 2383.84 ms [2022-03-09 17:39:33 main:574] : INFO : Epoch 1816 | loss: 0.0310524 | val_loss: 0.0312548 | Time: 2460.96 ms [2022-03-09 17:39:36 main:574] : INFO : Epoch 1817 | loss: 0.0310556 | val_loss: 0.0312327 | Time: 2338.29 ms [2022-03-09 17:39:38 main:574] : INFO : Epoch 1818 | loss: 0.0310463 | val_loss: 0.0312531 | Time: 2415.94 ms [2022-03-09 17:39:41 main:574] : INFO : Epoch 1819 | loss: 0.0310483 | val_loss: 0.0312447 | Time: 2609.86 ms [2022-03-09 17:39:44 main:574] : INFO : Epoch 1820 | loss: 0.0310521 | val_loss: 0.0312432 | Time: 2512.21 ms [2022-03-09 17:39:46 main:574] : INFO : Epoch 1821 | loss: 0.0310572 | val_loss: 0.0312453 | Time: 2374.79 ms [2022-03-09 17:39:48 main:574] : INFO : Epoch 1822 | loss: 0.0310546 | val_loss: 0.0312514 | Time: 2526.12 ms [2022-03-09 17:39:51 main:574] : INFO : Epoch 1823 | loss: 0.0310559 | val_loss: 0.031222 | Time: 2462.25 ms [2022-03-09 17:39:54 main:574] : INFO : Epoch 1824 | loss: 0.0310632 | val_loss: 0.0312357 | Time: 2530.58 ms [2022-03-09 17:39:56 main:574] : INFO : Epoch 1825 | loss: 0.0310641 | val_loss: 0.0312431 | Time: 2623.1 ms [2022-03-09 17:39:59 main:574] : INFO : Epoch 1826 | loss: 0.0310571 | val_loss: 0.0312377 | Time: 2405.06 ms [2022-03-09 17:40:01 main:574] : INFO : Epoch 1827 | loss: 0.0310621 | val_loss: 0.0312599 | Time: 2383.36 ms [2022-03-09 17:40:04 main:574] : INFO : Epoch 1828 | loss: 0.0310678 | val_loss: 0.0312459 | Time: 2519.03 ms [2022-03-09 17:40:06 main:574] : INFO : Epoch 1829 | loss: 0.031062 | val_loss: 0.0312447 | Time: 2371.26 ms [2022-03-09 17:40:08 main:574] : INFO : Epoch 1830 | loss: 0.0310528 | val_loss: 0.0312418 | Time: 2284.31 ms [2022-03-09 17:40:11 main:574] : INFO : Epoch 1831 | loss: 0.0310551 | val_loss: 0.0312455 | Time: 2602.07 ms [2022-03-09 17:40:13 main:574] : INFO : Epoch 1832 | loss: 0.0310531 | val_loss: 0.0312185 | Time: 2493.14 ms [2022-03-09 17:40:16 main:574] : INFO : Epoch 1833 | loss: 0.0310585 | val_loss: 0.0312423 | Time: 2358.63 ms [2022-03-09 17:40:18 main:574] : INFO : Epoch 1834 | loss: 0.0310602 | val_loss: 0.0312452 | Time: 2390.99 ms [2022-03-09 17:40:21 main:574] : INFO : Epoch 1835 | loss: 0.0310521 | val_loss: 0.0312414 | Time: 2478.23 ms [2022-03-09 17:40:23 main:574] : INFO : Epoch 1836 | loss: 0.0310482 | val_loss: 0.0312432 | Time: 2416.52 ms [2022-03-09 17:40:26 main:574] : INFO : Epoch 1837 | loss: 0.03105 | val_loss: 0.0312618 | Time: 2326.58 ms [2022-03-09 17:40:28 main:574] : INFO : Epoch 1838 | loss: 0.0310485 | val_loss: 0.0312372 | Time: 2369.88 ms [2022-03-09 17:40:31 main:574] : INFO : Epoch 1839 | loss: 0.03105 | val_loss: 0.0312529 | Time: 2440.25 ms [2022-03-09 17:40:33 main:574] : INFO : Epoch 1840 | loss: 0.0310557 | val_loss: 0.0312471 | Time: 2464.39 ms [2022-03-09 17:40:36 main:574] : INFO : Epoch 1841 | loss: 0.0310493 | val_loss: 0.0312465 | Time: 2363.25 ms [2022-03-09 17:40:38 main:574] : INFO : Epoch 1842 | loss: 0.0310534 | val_loss: 0.0312497 | Time: 2340.46 ms [2022-03-09 17:40:40 main:574] : INFO : Epoch 1843 | loss: 0.0310571 | val_loss: 0.0312407 | Time: 2431.11 ms [2022-03-09 17:40:43 main:574] : INFO : Epoch 1844 | loss: 0.0310502 | val_loss: 0.0312314 | Time: 2440.13 ms [2022-03-09 17:40:46 main:574] : INFO : Epoch 1845 | loss: 0.0310464 | val_loss: 0.0312538 | Time: 2848.88 ms [2022-03-09 17:40:48 main:574] : INFO : Epoch 1846 | loss: 0.0310534 | val_loss: 0.0312439 | Time: 2305.08 ms [2022-03-09 17:40:50 main:574] : INFO : Epoch 1847 | loss: 0.0310565 | val_loss: 0.0312517 | Time: 2322.53 ms [2022-03-09 17:40:53 main:574] : INFO : Epoch 1848 | loss: 0.031051 | val_loss: 0.0312476 | Time: 2402.28 ms [2022-03-09 17:40:55 main:574] : INFO : Epoch 1849 | loss: 0.0310503 | val_loss: 0.0312397 | Time: 2471.72 ms [2022-03-09 17:40:58 main:574] : INFO : Epoch 1850 | loss: 0.0310523 | val_loss: 0.0312417 | Time: 2246.76 ms [2022-03-09 17:41:00 main:574] : INFO : Epoch 1851 | loss: 0.0310438 | val_loss: 0.0312667 | Time: 2573.22 ms [2022-03-09 17:41:03 main:574] : INFO : Epoch 1852 | loss: 0.0310447 | val_loss: 0.031254 | Time: 2298.74 ms [2022-03-09 17:41:05 main:574] : INFO : Epoch 1853 | loss: 0.0310396 | val_loss: 0.0312425 | Time: 2438.12 ms [2022-03-09 17:41:08 main:574] : INFO : Epoch 1854 | loss: 0.031049 | val_loss: 0.031256 | Time: 2593.83 ms [2022-03-09 17:41:10 main:574] : INFO : Epoch 1855 | loss: 0.0310558 | val_loss: 0.0312503 | Time: 2470.46 ms [2022-03-09 17:41:13 main:574] : INFO : Epoch 1856 | loss: 0.031051 | val_loss: 0.0312453 | Time: 2289.5 ms [2022-03-09 17:41:15 main:574] : INFO : Epoch 1857 | loss: 0.031056 | val_loss: 0.0312217 | Time: 2396.04 ms [2022-03-09 17:41:18 main:574] : INFO : Epoch 1858 | loss: 0.0310641 | val_loss: 0.031224 | Time: 2458.6 ms [2022-03-09 17:41:20 main:574] : INFO : Epoch 1859 | loss: 0.0310586 | val_loss: 0.0312343 | Time: 2342.4 ms [2022-03-09 17:41:22 main:574] : INFO : Epoch 1860 | loss: 0.0310567 | val_loss: 0.031224 | Time: 2369.84 ms [2022-03-09 17:41:25 main:574] : INFO : Epoch 1861 | loss: 0.0310609 | val_loss: 0.0312406 | Time: 2715.79 ms [2022-03-09 17:41:27 main:574] : INFO : Epoch 1862 | loss: 0.031054 | val_loss: 0.0312484 | Time: 2322.74 ms [2022-03-09 17:41:30 main:574] : INFO : Epoch 1863 | loss: 0.0310546 | val_loss: 0.0312419 | Time: 2415.85 ms [2022-03-09 17:41:32 main:574] : INFO : Epoch 1864 | loss: 0.0310515 | val_loss: 0.0312291 | Time: 2518.92 ms [2022-03-09 17:41:35 main:574] : INFO : Epoch 1865 | loss: 0.0310529 | val_loss: 0.0312384 | Time: 2564.26 ms [2022-03-09 17:41:37 main:574] : INFO : Epoch 1866 | loss: 0.0310457 | val_loss: 0.0312431 | Time: 2299.02 ms [2022-03-09 17:41:40 main:574] : INFO : Epoch 1867 | loss: 0.0310523 | val_loss: 0.0312415 | Time: 2459.74 ms [2022-03-09 17:41:42 main:574] : INFO : Epoch 1868 | loss: 0.0310519 | val_loss: 0.0312402 | Time: 2501.22 ms [2022-03-09 17:41:45 main:574] : INFO : Epoch 1869 | loss: 0.0310462 | val_loss: 0.0312489 | Time: 2270.65 ms [2022-03-09 17:41:47 main:574] : INFO : Epoch 1870 | loss: 0.0310429 | val_loss: 0.0312464 | Time: 2302.41 ms [2022-03-09 17:41:50 main:574] : INFO : Epoch 1871 | loss: 0.0310522 | val_loss: 0.0312632 | Time: 2370.26 ms [2022-03-09 17:41:52 main:574] : INFO : Epoch 1872 | loss: 0.0310491 | val_loss: 0.0312678 | Time: 2562.86 ms [2022-03-09 17:41:55 main:574] : INFO : Epoch 1873 | loss: 0.0310512 | val_loss: 0.0312321 | Time: 2463.61 ms [2022-03-09 17:41:57 main:574] : INFO : Epoch 1874 | loss: 0.031056 | val_loss: 0.0312484 | Time: 2787.15 ms [2022-03-09 17:42:00 main:574] : INFO : Epoch 1875 | loss: 0.0310591 | val_loss: 0.0312467 | Time: 2299.56 ms [2022-03-09 17:42:02 main:574] : INFO : Epoch 1876 | loss: 0.0310577 | val_loss: 0.031234 | Time: 2475.51 ms [2022-03-09 17:42:05 main:574] : INFO : Epoch 1877 | loss: 0.031044 | val_loss: 0.0312696 | Time: 2296.52 ms [2022-03-09 17:42:07 main:574] : INFO : Epoch 1878 | loss: 0.0310427 | val_loss: 0.0312405 | Time: 2454.8 ms [2022-03-09 17:42:10 main:574] : INFO : Epoch 1879 | loss: 0.0310478 | val_loss: 0.0312465 | Time: 2513.79 ms [2022-03-09 17:42:12 main:574] : INFO : Epoch 1880 | loss: 0.0310669 | val_loss: 0.031212 | Time: 2323.6 ms [2022-03-09 17:42:15 main:574] : INFO : Epoch 1881 | loss: 0.0310968 | val_loss: 0.0312381 | Time: 2696.45 ms [2022-03-09 17:42:17 main:574] : INFO : Epoch 1882 | loss: 0.0310729 | val_loss: 0.0312426 | Time: 2311.36 ms [2022-03-09 17:42:19 main:574] : INFO : Epoch 1883 | loss: 0.0310565 | val_loss: 0.03124 | Time: 2331.5 ms [2022-03-09 17:42:22 main:574] : INFO : Epoch 1884 | loss: 0.0310491 | val_loss: 0.0312561 | Time: 2652.85 ms [2022-03-09 17:42:25 main:574] : INFO : Epoch 1885 | loss: 0.0310494 | val_loss: 0.0312538 | Time: 2509.96 ms [2022-03-09 17:42:27 main:574] : INFO : Epoch 1886 | loss: 0.031061 | val_loss: 0.0312499 | Time: 2585.2 ms [2022-03-09 17:42:30 main:574] : INFO : Epoch 1887 | loss: 0.0310572 | val_loss: 0.0312491 | Time: 2395.83 ms [2022-03-09 17:42:32 main:574] : INFO : Epoch 1888 | loss: 0.0310531 | val_loss: 0.0312567 | Time: 2413.79 ms [2022-03-09 17:42:35 main:574] : INFO : Epoch 1889 | loss: 0.0310484 | val_loss: 0.0312471 | Time: 2261.53 ms [2022-03-09 17:42:37 main:574] : INFO : Epoch 1890 | loss: 0.0310458 | val_loss: 0.0312505 | Time: 2459.75 ms [2022-03-09 17:42:39 main:574] : INFO : Epoch 1891 | loss: 0.0310441 | val_loss: 0.0312476 | Time: 2421.86 ms [2022-03-09 17:42:42 main:574] : INFO : Epoch 1892 | loss: 0.0310475 | val_loss: 0.0312485 | Time: 2537.03 ms [2022-03-09 17:42:45 main:574] : INFO : Epoch 1893 | loss: 0.0310403 | val_loss: 0.0312661 | Time: 2550.3 ms [2022-03-09 17:42:47 main:574] : INFO : Epoch 1894 | loss: 0.0310425 | val_loss: 0.0312445 | Time: 2517.22 ms [2022-03-09 17:42:50 main:574] : INFO : Epoch 1895 | loss: 0.0310567 | val_loss: 0.031243 | Time: 2474.08 ms [2022-03-09 17:42:52 main:574] : INFO : Epoch 1896 | loss: 0.0310635 | val_loss: 0.031235 | Time: 2427.52 ms [2022-03-09 17:42:55 main:574] : INFO : Epoch 1897 | loss: 0.0310538 | val_loss: 0.031249 | Time: 2763.41 ms [2022-03-09 17:42:57 main:574] : INFO : Epoch 1898 | loss: 0.0310547 | val_loss: 0.0312404 | Time: 2275.51 ms [2022-03-09 17:43:00 main:574] : INFO : Epoch 1899 | loss: 0.0310455 | val_loss: 0.0312546 | Time: 2258.73 ms [2022-03-09 17:43:02 main:574] : INFO : Epoch 1900 | loss: 0.0310429 | val_loss: 0.0312425 | Time: 2505.58 ms [2022-03-09 17:43:05 main:574] : INFO : Epoch 1901 | loss: 0.0310485 | val_loss: 0.0312444 | Time: 2998.59 ms [2022-03-09 17:43:08 main:574] : INFO : Epoch 1902 | loss: 0.0310477 | val_loss: 0.0312602 | Time: 2358.79 ms [2022-03-09 17:43:10 main:574] : INFO : Epoch 1903 | loss: 0.0310536 | val_loss: 0.0312412 | Time: 2482.6 ms [2022-03-09 17:43:13 main:574] : INFO : Epoch 1904 | loss: 0.0310476 | val_loss: 0.0312515 | Time: 2438.26 ms [2022-03-09 17:43:15 main:574] : INFO : Epoch 1905 | loss: 0.0310486 | val_loss: 0.0312719 | Time: 2671.59 ms [2022-03-09 17:43:18 main:574] : INFO : Epoch 1906 | loss: 0.0310467 | val_loss: 0.0312285 | Time: 2410.44 ms [2022-03-09 17:43:20 main:574] : INFO : Epoch 1907 | loss: 0.0310527 | val_loss: 0.0312553 | Time: 2292.13 ms [2022-03-09 17:43:22 main:574] : INFO : Epoch 1908 | loss: 0.0310533 | val_loss: 0.0312407 | Time: 2405.21 ms [2022-03-09 17:43:25 main:574] : INFO : Epoch 1909 | loss: 0.0310511 | val_loss: 0.0312363 | Time: 2527.63 ms [2022-03-09 17:43:28 main:574] : INFO : Epoch 1910 | loss: 0.0310508 | val_loss: 0.0312547 | Time: 2590.47 ms [2022-03-09 17:43:30 main:574] : INFO : Epoch 1911 | loss: 0.031054 | val_loss: 0.0312361 | Time: 2435.96 ms [2022-03-09 17:43:33 main:574] : INFO : Epoch 1912 | loss: 0.031071 | val_loss: 0.031239 | Time: 2462.54 ms [2022-03-09 17:43:35 main:574] : INFO : Epoch 1913 | loss: 0.0310476 | val_loss: 0.0312454 | Time: 2411.85 ms [2022-03-09 17:43:38 main:574] : INFO : Epoch 1914 | loss: 0.0310406 | val_loss: 0.0312413 | Time: 2550.33 ms [2022-03-09 17:43:40 main:574] : INFO : Epoch 1915 | loss: 0.0310421 | val_loss: 0.0312438 | Time: 2443.24 ms [2022-03-09 17:43:43 main:574] : INFO : Epoch 1916 | loss: 0.0310452 | val_loss: 0.0312503 | Time: 2428.45 ms [2022-03-09 17:43:45 main:574] : INFO : Epoch 1917 | loss: 0.0310508 | val_loss: 0.0312353 | Time: 2274.77 ms [2022-03-09 17:43:47 main:574] : INFO : Epoch 1918 | loss: 0.0310521 | val_loss: 0.0312279 | Time: 2394.46 ms [2022-03-09 17:43:50 main:574] : INFO : Epoch 1919 | loss: 0.0310534 | val_loss: 0.0312514 | Time: 2657.78 ms [2022-03-09 17:43:53 main:574] : INFO : Epoch 1920 | loss: 0.0310514 | val_loss: 0.0312362 | Time: 2468.54 ms [2022-03-09 17:43:55 main:574] : INFO : Epoch 1921 | loss: 0.0310569 | val_loss: 0.0312476 | Time: 2500.24 ms [2022-03-09 17:43:58 main:574] : INFO : Epoch 1922 | loss: 0.0310653 | val_loss: 0.0312423 | Time: 2424.48 ms [2022-03-09 17:44:00 main:574] : INFO : Epoch 1923 | loss: 0.0310514 | val_loss: 0.0312513 | Time: 2433 ms [2022-03-09 17:44:03 main:574] : INFO : Epoch 1924 | loss: 0.0310486 | val_loss: 0.0312345 | Time: 2443.66 ms [2022-03-09 17:44:05 main:574] : INFO : Epoch 1925 | loss: 0.0310668 | val_loss: 0.031229 | Time: 2475.99 ms [2022-03-09 17:44:08 main:574] : INFO : Epoch 1926 | loss: 0.0310661 | val_loss: 0.0312437 | Time: 2327.84 ms [2022-03-09 17:44:10 main:574] : INFO : Epoch 1927 | loss: 0.0310498 | val_loss: 0.031248 | Time: 2434.74 ms [2022-03-09 17:44:13 main:574] : INFO : Epoch 1928 | loss: 0.0310446 | val_loss: 0.0312232 | Time: 2483.3 ms [2022-03-09 17:44:15 main:574] : INFO : Epoch 1929 | loss: 0.0310401 | val_loss: 0.0312614 | Time: 2413.17 ms [2022-03-09 17:44:18 main:574] : INFO : Epoch 1930 | loss: 0.0310425 | val_loss: 0.0312527 | Time: 2509.47 ms [2022-03-09 17:44:20 main:574] : INFO : Epoch 1931 | loss: 0.0310569 | val_loss: 0.0312318 | Time: 2458.49 ms [2022-03-09 17:44:23 main:574] : INFO : Epoch 1932 | loss: 0.0310566 | val_loss: 0.0312357 | Time: 3091.38 ms [2022-03-09 17:44:26 main:574] : INFO : Epoch 1933 | loss: 0.0310524 | val_loss: 0.0312538 | Time: 2445.48 ms [2022-03-09 17:44:28 main:574] : INFO : Epoch 1934 | loss: 0.0310441 | val_loss: 0.0312384 | Time: 2291.48 ms [2022-03-09 17:44:31 main:574] : INFO : Epoch 1935 | loss: 0.0310461 | val_loss: 0.0312698 | Time: 2472.07 ms [2022-03-09 17:44:33 main:574] : INFO : Epoch 1936 | loss: 0.0310441 | val_loss: 0.0312426 | Time: 2535.59 ms [2022-03-09 17:44:36 main:574] : INFO : Epoch 1937 | loss: 0.0310475 | val_loss: 0.0312405 | Time: 2517.83 ms [2022-03-09 17:44:38 main:574] : INFO : Epoch 1938 | loss: 0.0310596 | val_loss: 0.0312358 | Time: 2484.75 ms [2022-03-09 17:44:41 main:574] : INFO : Epoch 1939 | loss: 0.0310544 | val_loss: 0.0312475 | Time: 2586.36 ms [2022-03-09 17:44:43 main:574] : INFO : Epoch 1940 | loss: 0.031045 | val_loss: 0.0312497 | Time: 2295.64 ms [2022-03-09 17:44:46 main:574] : INFO : Epoch 1941 | loss: 0.0310769 | val_loss: 0.031218 | Time: 2446.29 ms [2022-03-09 17:44:48 main:574] : INFO : Epoch 1942 | loss: 0.0310786 | val_loss: 0.031251 | Time: 2423.76 ms [2022-03-09 17:44:51 main:574] : INFO : Epoch 1943 | loss: 0.0310502 | val_loss: 0.031236 | Time: 2523.55 ms [2022-03-09 17:44:54 main:574] : INFO : Epoch 1944 | loss: 0.031047 | val_loss: 0.0312466 | Time: 2664.98 ms [2022-03-09 17:44:56 main:574] : INFO : Epoch 1945 | loss: 0.0310471 | val_loss: 0.031239 | Time: 2630.45 ms [2022-03-09 17:44:59 main:574] : INFO : Epoch 1946 | loss: 0.0310493 | val_loss: 0.0312412 | Time: 2351.5 ms [2022-03-09 17:45:01 main:574] : INFO : Epoch 1947 | loss: 0.0310508 | val_loss: 0.0312413 | Time: 2407.46 ms [2022-03-09 17:45:03 main:574] : INFO : Epoch 1948 | loss: 0.0310479 | val_loss: 0.0312436 | Time: 2364.23 ms [2022-03-09 17:45:06 main:574] : INFO : Epoch 1949 | loss: 0.0310424 | val_loss: 0.0312588 | Time: 2706.33 ms [2022-03-09 17:45:09 main:574] : INFO : Epoch 1950 | loss: 0.0310372 | val_loss: 0.0312577 | Time: 2391.11 ms [2022-03-09 17:45:11 main:574] : INFO : Epoch 1951 | loss: 0.0310441 | val_loss: 0.0312584 | Time: 2387.37 ms [2022-03-09 17:45:13 main:574] : INFO : Epoch 1952 | loss: 0.0310554 | val_loss: 0.031236 | Time: 2350.53 ms [2022-03-09 17:45:16 main:574] : INFO : Epoch 1953 | loss: 0.03105 | val_loss: 0.0312489 | Time: 2496.02 ms [2022-03-09 17:45:18 main:574] : INFO : Epoch 1954 | loss: 0.0310421 | val_loss: 0.0312492 | Time: 2503.03 ms [2022-03-09 17:45:21 main:574] : INFO : Epoch 1955 | loss: 0.031048 | val_loss: 0.0312579 | Time: 2615.52 ms [2022-03-09 17:45:24 main:574] : INFO : Epoch 1956 | loss: 0.0310482 | val_loss: 0.0312378 | Time: 2390.35 ms [2022-03-09 17:45:26 main:574] : INFO : Epoch 1957 | loss: 0.0310399 | val_loss: 0.031257 | Time: 2337.35 ms [2022-03-09 17:45:28 main:574] : INFO : Epoch 1958 | loss: 0.0310461 | val_loss: 0.03126 | Time: 2335.57 ms [2022-03-09 17:45:31 main:574] : INFO : Epoch 1959 | loss: 0.0310467 | val_loss: 0.0312423 | Time: 2565.62 ms [2022-03-09 17:45:33 main:574] : INFO : Epoch 1960 | loss: 0.0310678 | val_loss: 0.0312327 | Time: 2387.64 ms [2022-03-09 17:45:36 main:574] : INFO : Epoch 1961 | loss: 0.0310553 | val_loss: 0.0312492 | Time: 2473.31 ms [2022-03-09 17:45:38 main:574] : INFO : Epoch 1962 | loss: 0.0310476 | val_loss: 0.03124 | Time: 2389.41 ms [2022-03-09 17:45:41 main:574] : INFO : Epoch 1963 | loss: 0.0310438 | val_loss: 0.0312502 | Time: 2548.52 ms [2022-03-09 17:45:43 main:574] : INFO : Epoch 1964 | loss: 0.0310346 | val_loss: 0.0312698 | Time: 2540.15 ms [2022-03-09 17:45:46 main:574] : INFO : Epoch 1965 | loss: 0.0310784 | val_loss: 0.0312362 | Time: 2441.3 ms [2022-03-09 17:45:48 main:574] : INFO : Epoch 1966 | loss: 0.0310717 | val_loss: 0.0312373 | Time: 2293.24 ms [2022-03-09 17:45:51 main:574] : INFO : Epoch 1967 | loss: 0.0310491 | val_loss: 0.0312608 | Time: 2473.84 ms [2022-03-09 17:45:53 main:574] : INFO : Epoch 1968 | loss: 0.0310443 | val_loss: 0.031242 | Time: 2413.39 ms [2022-03-09 17:45:56 main:574] : INFO : Epoch 1969 | loss: 0.0310423 | val_loss: 0.0312573 | Time: 2302.58 ms [2022-03-09 17:45:58 main:574] : INFO : Epoch 1970 | loss: 0.0310475 | val_loss: 0.0312495 | Time: 2436.3 ms [2022-03-09 17:46:01 main:574] : INFO : Epoch 1971 | loss: 0.031046 | val_loss: 0.031255 | Time: 2691.94 ms [2022-03-09 17:46:03 main:574] : INFO : Epoch 1972 | loss: 0.0310433 | val_loss: 0.0312425 | Time: 2449.29 ms [2022-03-09 17:46:06 main:574] : INFO : Epoch 1973 | loss: 0.0310473 | val_loss: 0.0312344 | Time: 2399.89 ms [2022-03-09 17:46:09 main:574] : INFO : Epoch 1974 | loss: 0.0310517 | val_loss: 0.0312558 | Time: 2883.41 ms [2022-03-09 17:46:11 main:574] : INFO : Epoch 1975 | loss: 0.0310462 | val_loss: 0.0312374 | Time: 2454.23 ms [2022-03-09 17:46:13 main:574] : INFO : Epoch 1976 | loss: 0.0310418 | val_loss: 0.031249 | Time: 2307 ms [2022-03-09 17:46:16 main:574] : INFO : Epoch 1977 | loss: 0.0310482 | val_loss: 0.0312683 | Time: 2390.44 ms [2022-03-09 17:46:18 main:574] : INFO : Epoch 1978 | loss: 0.0310532 | val_loss: 0.0312492 | Time: 2312.63 ms [2022-03-09 17:46:21 main:574] : INFO : Epoch 1979 | loss: 0.0310504 | val_loss: 0.0312499 | Time: 2271.95 ms [2022-03-09 17:46:23 main:574] : INFO : Epoch 1980 | loss: 0.031051 | val_loss: 0.0312478 | Time: 2540.55 ms [2022-03-09 17:46:26 main:574] : INFO : Epoch 1981 | loss: 0.031046 | val_loss: 0.0312452 | Time: 2483.01 ms [2022-03-09 17:46:28 main:574] : INFO : Epoch 1982 | loss: 0.0310434 | val_loss: 0.0312585 | Time: 2469.89 ms [2022-03-09 17:46:31 main:574] : INFO : Epoch 1983 | loss: 0.0310475 | val_loss: 0.031246 | Time: 2440.45 ms [2022-03-09 17:46:33 main:574] : INFO : Epoch 1984 | loss: 0.0310465 | val_loss: 0.0312582 | Time: 2677.92 ms [2022-03-09 17:46:36 main:574] : INFO : Epoch 1985 | loss: 0.0310453 | val_loss: 0.0312344 | Time: 2456.84 ms [2022-03-09 17:46:38 main:574] : INFO : Epoch 1986 | loss: 0.031058 | val_loss: 0.0312258 | Time: 2402.38 ms [2022-03-09 17:46:41 main:574] : INFO : Epoch 1987 | loss: 0.0310731 | val_loss: 0.0312575 | Time: 2573.95 ms [2022-03-09 17:46:44 main:574] : INFO : Epoch 1988 | loss: 0.0310514 | val_loss: 0.0312506 | Time: 2554.56 ms [2022-03-09 17:46:46 main:574] : INFO : Epoch 1989 | loss: 0.0310455 | val_loss: 0.0312611 | Time: 2585.49 ms [2022-03-09 17:46:49 main:574] : INFO : Epoch 1990 | loss: 0.0310454 | val_loss: 0.0312416 | Time: 2626.32 ms [2022-03-09 17:46:51 main:574] : INFO : Epoch 1991 | loss: 0.0310392 | val_loss: 0.0312601 | Time: 2430.05 ms [2022-03-09 17:46:54 main:574] : INFO : Epoch 1992 | loss: 0.03104 | val_loss: 0.0312482 | Time: 2378.14 ms [2022-03-09 17:46:56 main:574] : INFO : Epoch 1993 | loss: 0.0310413 | val_loss: 0.0312609 | Time: 2397.06 ms [2022-03-09 17:46:59 main:574] : INFO : Epoch 1994 | loss: 0.0310382 | val_loss: 0.0312388 | Time: 2377.14 ms [2022-03-09 17:47:01 main:574] : INFO : Epoch 1995 | loss: 0.031053 | val_loss: 0.0312392 | Time: 2558.55 ms [2022-03-09 17:47:04 main:574] : INFO : Epoch 1996 | loss: 0.0310692 | val_loss: 0.0312175 | Time: 2546.8 ms [2022-03-09 17:47:07 main:574] : INFO : Epoch 1997 | loss: 0.0310497 | val_loss: 0.0312612 | Time: 2917.35 ms [2022-03-09 17:47:09 main:574] : INFO : Epoch 1998 | loss: 0.0310394 | val_loss: 0.0312419 | Time: 2467.69 ms [2022-03-09 17:47:12 main:574] : INFO : Epoch 1999 | loss: 0.0310413 | val_loss: 0.0312531 | Time: 2658.32 ms [2022-03-09 17:47:15 main:574] : INFO : Epoch 2000 | loss: 0.0310374 | val_loss: 0.031248 | Time: 2593.14 ms [2022-03-09 17:47:17 main:574] : INFO : Epoch 2001 | loss: 0.031137 | val_loss: 0.0312117 | Time: 2434.63 ms [2022-03-09 17:47:19 main:574] : INFO : Epoch 2002 | loss: 0.0311347 | val_loss: 0.0312264 | Time: 2446.76 ms [2022-03-09 17:47:22 main:574] : INFO : Epoch 2003 | loss: 0.0311159 | val_loss: 0.0312071 | Time: 2524.77 ms [2022-03-09 17:47:25 main:574] : INFO : Epoch 2004 | loss: 0.0310882 | val_loss: 0.031226 | Time: 2628.44 ms [2022-03-09 17:47:27 main:574] : INFO : Epoch 2005 | loss: 0.0310662 | val_loss: 0.0312247 | Time: 2359.24 ms [2022-03-09 17:47:30 main:574] : INFO : Epoch 2006 | loss: 0.0310618 | val_loss: 0.0312522 | Time: 2471.89 ms [2022-03-09 17:47:32 main:574] : INFO : Epoch 2007 | loss: 0.0310517 | val_loss: 0.0312484 | Time: 2730.13 ms [2022-03-09 17:47:35 main:574] : INFO : Epoch 2008 | loss: 0.0310475 | val_loss: 0.0312401 | Time: 2924.81 ms [2022-03-09 17:47:38 main:574] : INFO : Epoch 2009 | loss: 0.0310455 | val_loss: 0.0312558 | Time: 2739.56 ms [2022-03-09 17:47:41 main:574] : INFO : Epoch 2010 | loss: 0.0310513 | val_loss: 0.0312318 | Time: 2376.62 ms [2022-03-09 17:47:43 main:574] : INFO : Epoch 2011 | loss: 0.0310551 | val_loss: 0.0312384 | Time: 2394.11 ms [2022-03-09 17:47:45 main:574] : INFO : Epoch 2012 | loss: 0.0310598 | val_loss: 0.0312491 | Time: 2361.1 ms [2022-03-09 17:47:48 main:574] : INFO : Epoch 2013 | loss: 0.0310525 | val_loss: 0.0312506 | Time: 2374.66 ms [2022-03-09 17:47:50 main:574] : INFO : Epoch 2014 | loss: 0.0310441 | val_loss: 0.0312646 | Time: 2512.86 ms [2022-03-09 17:47:53 main:574] : INFO : Epoch 2015 | loss: 0.031041 | val_loss: 0.0312583 | Time: 2569.16 ms [2022-03-09 17:47:55 main:574] : INFO : Epoch 2016 | loss: 0.031042 | val_loss: 0.031243 | Time: 2440.81 ms [2022-03-09 17:47:58 main:574] : INFO : Epoch 2017 | loss: 0.031047 | val_loss: 0.0312499 | Time: 2879.89 ms [2022-03-09 17:48:01 main:574] : INFO : Epoch 2018 | loss: 0.0310417 | val_loss: 0.0312602 | Time: 2475 ms [2022-03-09 17:48:03 main:574] : INFO : Epoch 2019 | loss: 0.0310439 | val_loss: 0.0312484 | Time: 2440.2 ms [2022-03-09 17:48:06 main:574] : INFO : Epoch 2020 | loss: 0.0310346 | val_loss: 0.0312717 | Time: 2372.54 ms [2022-03-09 17:48:08 main:574] : INFO : Epoch 2021 | loss: 0.0310425 | val_loss: 0.0312467 | Time: 2438.34 ms [2022-03-09 17:48:11 main:574] : INFO : Epoch 2022 | loss: 0.0310401 | val_loss: 0.0312742 | Time: 2359.86 ms [2022-03-09 17:48:13 main:574] : INFO : Epoch 2023 | loss: 0.0310462 | val_loss: 0.0312625 | Time: 2210.36 ms [2022-03-09 17:48:15 main:574] : INFO : Epoch 2024 | loss: 0.0310474 | val_loss: 0.0312603 | Time: 2292.24 ms [2022-03-09 17:48:17 main:574] : INFO : Epoch 2025 | loss: 0.031045 | val_loss: 0.0312575 | Time: 2240.45 ms [2022-03-09 17:48:20 main:574] : INFO : Epoch 2026 | loss: 0.0310494 | val_loss: 0.0312574 | Time: 2222.64 ms [2022-03-09 17:48:22 main:574] : INFO : Epoch 2027 | loss: 0.0310421 | val_loss: 0.0312514 | Time: 2250.55 ms [2022-03-09 17:48:24 main:574] : INFO : Epoch 2028 | loss: 0.0310451 | val_loss: 0.0312586 | Time: 2260.98 ms [2022-03-09 17:48:27 main:574] : INFO : Epoch 2029 | loss: 0.0310465 | val_loss: 0.0312452 | Time: 2207.09 ms [2022-03-09 17:48:29 main:574] : INFO : Epoch 2030 | loss: 0.0310465 | val_loss: 0.0312474 | Time: 2200.52 ms [2022-03-09 17:48:31 main:574] : INFO : Epoch 2031 | loss: 0.031038 | val_loss: 0.0312649 | Time: 2217.22 ms [2022-03-09 17:48:33 main:574] : INFO : Epoch 2032 | loss: 0.0310418 | val_loss: 0.0312494 | Time: 2254.66 ms [2022-03-09 17:48:36 main:574] : INFO : Epoch 2033 | loss: 0.0310433 | val_loss: 0.0312428 | Time: 2560 ms [2022-03-09 17:48:38 main:574] : INFO : Epoch 2034 | loss: 0.0310479 | val_loss: 0.0312465 | Time: 2561.96 ms [2022-03-09 17:48:41 main:574] : INFO : Epoch 2035 | loss: 0.0310497 | val_loss: 0.0312602 | Time: 2428.88 ms [2022-03-09 17:48:43 main:574] : INFO : Epoch 2036 | loss: 0.0310421 | val_loss: 0.031266 | Time: 2381.99 ms [2022-03-09 17:48:46 main:574] : INFO : Epoch 2037 | loss: 0.0310427 | val_loss: 0.0312562 | Time: 2110.55 ms [2022-03-09 17:48:48 main:574] : INFO : Epoch 2038 | loss: 0.0310519 | val_loss: 0.0312458 | Time: 2143.13 ms [2022-03-09 17:48:50 main:574] : INFO : Epoch 2039 | loss: 0.0310529 | val_loss: 0.0312522 | Time: 2098.25 ms [2022-03-09 17:48:53 main:574] : INFO : Epoch 2040 | loss: 0.0310789 | val_loss: 0.0312245 | Time: 2097.4 ms [2022-03-09 17:48:55 main:574] : INFO : Epoch 2041 | loss: 0.0310929 | val_loss: 0.0312494 | Time: 2136.33 ms [2022-03-09 17:48:58 main:574] : INFO : Epoch 2042 | loss: 0.0310624 | val_loss: 0.0312452 | Time: 2145.65 ms [2022-03-09 17:49:00 main:574] : INFO : Epoch 2043 | loss: 0.0310445 | val_loss: 0.031277 | Time: 2162.71 ms [2022-03-09 17:49:02 main:574] : INFO : Epoch 2044 | loss: 0.0310438 | val_loss: 0.0312368 | Time: 2264.83 ms [2022-03-09 17:49:05 main:574] : INFO : Epoch 2045 | loss: 0.0310551 | val_loss: 0.0312482 | Time: 2169.27 ms [2022-03-09 17:49:07 main:574] : INFO : Epoch 2046 | loss: 0.0310414 | val_loss: 0.0312303 | Time: 2201.59 ms [2022-03-09 17:49:09 main:574] : INFO : Epoch 2047 | loss: 0.0310474 | val_loss: 0.0312637 | Time: 2313.04 ms [2022-03-09 17:49:12 main:574] : INFO : Epoch 2048 | loss: 0.0310462 | val_loss: 0.0312492 | Time: 2489.28 ms [2022-03-09 17:49:12 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312492 [2022-03-09 17:49:12 main:603] : INFO : Saving end state to config to file [2022-03-09 17:49:12 main:608] : INFO : Success, exiting.. 17:49:12 (16924): 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)