Task 12612705
| Name | ParityModified-1645992760-16477-1-0_1 |
| Workunit | 9610783 |
| Created | 6 Mar 2022, 16:47:29 UTC |
| Sent | 6 Mar 2022, 17:12:55 UTC |
| Report deadline | 14 Mar 2022, 17:12:55 UTC |
| Received | 8 Mar 2022, 17:17:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 571 |
| Run time | 1 hours 32 min 53 sec |
| CPU time | 1 hours 30 min 21 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 | 2.10 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>
main:574] : INFO : Epoch 1542 | loss: 0.0310125 | val_loss: 0.0312575 | Time: 2501.45 ms
[2022-03-08 16:54:00 main:574] : INFO : Epoch 1543 | loss: 0.0310166 | val_loss: 0.0312627 | Time: 2852.77 ms
[2022-03-08 16:54:03 main:574] : INFO : Epoch 1544 | loss: 0.0310176 | val_loss: 0.0312699 | Time: 2668.14 ms
[2022-03-08 16:54:06 main:574] : INFO : Epoch 1545 | loss: 0.0310211 | val_loss: 0.0312765 | Time: 3176.05 ms
[2022-03-08 16:54:08 main:574] : INFO : Epoch 1546 | loss: 0.0310296 | val_loss: 0.0312606 | Time: 2475.84 ms
[2022-03-08 16:54:11 main:574] : INFO : Epoch 1547 | loss: 0.0310272 | val_loss: 0.0312618 | Time: 2481.46 ms
[2022-03-08 16:54:13 main:574] : INFO : Epoch 1548 | loss: 0.0310112 | val_loss: 0.0312624 | Time: 2423.05 ms
[2022-03-08 16:54:16 main:574] : INFO : Epoch 1549 | loss: 0.0310052 | val_loss: 0.0312679 | Time: 2748.2 ms
[2022-03-08 16:54:20 main:574] : INFO : Epoch 1550 | loss: 0.0310171 | val_loss: 0.0312521 | Time: 3710.7 ms
[2022-03-08 16:54:23 main:574] : INFO : Epoch 1551 | loss: 0.031011 | val_loss: 0.031277 | Time: 2687.8 ms
[2022-03-08 16:54:25 main:574] : INFO : Epoch 1552 | loss: 0.0310141 | val_loss: 0.0312618 | Time: 2706.7 ms
[2022-03-08 16:54:28 main:574] : INFO : Epoch 1553 | loss: 0.0310166 | val_loss: 0.0312744 | Time: 2999.31 ms
[2022-03-08 16:54:31 main:574] : INFO : Epoch 1554 | loss: 0.0310056 | val_loss: 0.0312503 | Time: 2696.57 ms
[2022-03-08 16:54:34 main:574] : INFO : Epoch 1555 | loss: 0.0311227 | val_loss: 0.031231 | Time: 2474.77 ms
[2022-03-08 16:54:36 main:574] : INFO : Epoch 1556 | loss: 0.0311541 | val_loss: 0.0311856 | Time: 2498.88 ms
[2022-03-08 16:54:39 main:574] : INFO : Epoch 1557 | loss: 0.0311202 | val_loss: 0.031184 | Time: 2677.23 ms
[2022-03-08 16:54:41 main:574] : INFO : Epoch 1558 | loss: 0.0310868 | val_loss: 0.0312057 | Time: 2520.3 ms
[2022-03-08 16:54:44 main:574] : INFO : Epoch 1559 | loss: 0.0310456 | val_loss: 0.0312478 | Time: 2416.34 ms
[2022-03-08 16:54:46 main:574] : INFO : Epoch 1560 | loss: 0.0310147 | val_loss: 0.0312696 | Time: 2481.78 ms
[2022-03-08 16:54:49 main:574] : INFO : Epoch 1561 | loss: 0.0310136 | val_loss: 0.0312418 | Time: 2408.22 ms
[2022-03-08 16:54:51 main:574] : INFO : Epoch 1562 | loss: 0.03101 | val_loss: 0.031284 | Time: 2357.56 ms
[2022-03-08 16:54:54 main:574] : INFO : Epoch 1563 | loss: 0.0310095 | val_loss: 0.031249 | Time: 2415.39 ms
[2022-03-08 16:54:56 main:574] : INFO : Epoch 1564 | loss: 0.0310064 | val_loss: 0.0312532 | Time: 2491.63 ms
[2022-03-08 16:55:00 main:574] : INFO : Epoch 1565 | loss: 0.0310104 | val_loss: 0.0312546 | Time: 4236.1 ms
[2022-03-08 16:55:03 main:574] : INFO : Epoch 1566 | loss: 0.0310154 | val_loss: 0.0312596 | Time: 2486.44 ms
[2022-03-08 16:55:06 main:574] : INFO : Epoch 1567 | loss: 0.031015 | val_loss: 0.031248 | Time: 2568.41 ms
[2022-03-08 16:55:08 main:574] : INFO : Epoch 1568 | loss: 0.0310164 | val_loss: 0.0312563 | Time: 2352.62 ms
[2022-03-08 16:55:11 main:574] : INFO : Epoch 1569 | loss: 0.0310079 | val_loss: 0.0312648 | Time: 2644.35 ms
[2022-03-08 16:55:14 main:574] : INFO : Epoch 1570 | loss: 0.0310149 | val_loss: 0.0312356 | Time: 2775.56 ms
[2022-03-08 16:55:16 main:574] : INFO : Epoch 1571 | loss: 0.0310466 | val_loss: 0.0312401 | Time: 2562.1 ms
[2022-03-08 16:55:19 main:574] : INFO : Epoch 1572 | loss: 0.0310189 | val_loss: 0.0312532 | Time: 2347.33 ms
[2022-03-08 16:55:21 main:574] : INFO : Epoch 1573 | loss: 0.0310121 | val_loss: 0.0312696 | Time: 2623.36 ms
[2022-03-08 16:55:24 main:574] : INFO : Epoch 1574 | loss: 0.0310123 | val_loss: 0.031271 | Time: 2904.55 ms
[2022-03-08 16:55:27 main:574] : INFO : Epoch 1575 | loss: 0.0310102 | val_loss: 0.0312551 | Time: 2526.08 ms
[2022-03-08 16:55:29 main:574] : INFO : Epoch 1576 | loss: 0.0310127 | val_loss: 0.0312823 | Time: 2453.56 ms
[2022-03-08 16:55:32 main:574] : INFO : Epoch 1577 | loss: 0.0310125 | val_loss: 0.0312547 | Time: 2931.19 ms
[2022-03-08 16:55:35 main:574] : INFO : Epoch 1578 | loss: 0.0310143 | val_loss: 0.0312572 | Time: 2541.37 ms
[2022-03-08 16:55:38 main:574] : INFO : Epoch 1579 | loss: 0.0310282 | val_loss: 0.0312327 | Time: 3318.84 ms
[2022-03-08 16:55:41 main:574] : INFO : Epoch 1580 | loss: 0.0310204 | val_loss: 0.0312488 | Time: 2523.92 ms
[2022-03-08 16:55:43 main:574] : INFO : Epoch 1581 | loss: 0.0310164 | val_loss: 0.0312556 | Time: 2695.68 ms
[2022-03-08 16:55:46 main:574] : INFO : Epoch 1582 | loss: 0.0310186 | val_loss: 0.0312424 | Time: 2447.64 ms
[2022-03-08 16:55:49 main:574] : INFO : Epoch 1583 | loss: 0.0310147 | val_loss: 0.0312521 | Time: 2712.92 ms
[2022-03-08 16:55:52 main:574] : INFO : Epoch 1584 | loss: 0.0310113 | val_loss: 0.0312632 | Time: 3021.24 ms
[2022-03-08 16:55:54 main:574] : INFO : Epoch 1585 | loss: 0.0310092 | val_loss: 0.0312428 | Time: 2543.63 ms
[2022-03-08 16:55:57 main:574] : INFO : Epoch 1586 | loss: 0.0310119 | val_loss: 0.0312617 | Time: 2815.6 ms
[2022-03-08 16:56:00 main:574] : INFO : Epoch 1587 | loss: 0.0310138 | val_loss: 0.0312606 | Time: 2918.79 ms
[2022-03-08 16:56:03 main:574] : INFO : Epoch 1588 | loss: 0.0310074 | val_loss: 0.0312664 | Time: 2689.16 ms
[2022-03-08 16:56:05 main:574] : INFO : Epoch 1589 | loss: 0.0310079 | val_loss: 0.0312591 | Time: 2472.49 ms
[2022-03-08 16:56:08 main:574] : INFO : Epoch 1590 | loss: 0.0310208 | val_loss: 0.031254 | Time: 2777.2 ms
[2022-03-08 16:56:11 main:574] : INFO : Epoch 1591 | loss: 0.0310218 | val_loss: 0.0312544 | Time: 2374.77 ms
[2022-03-08 16:56:13 main:574] : INFO : Epoch 1592 | loss: 0.0310808 | val_loss: 0.031203 | Time: 2358.94 ms
[2022-03-08 16:56:15 main:574] : INFO : Epoch 1593 | loss: 0.0311411 | val_loss: 0.0311887 | Time: 2347.91 ms
[2022-03-08 16:56:18 main:574] : INFO : Epoch 1594 | loss: 0.0311211 | val_loss: 0.0312022 | Time: 2380.03 ms
[2022-03-08 16:56:20 main:574] : INFO : Epoch 1595 | loss: 0.0310986 | val_loss: 0.0312053 | Time: 2361.28 ms
[2022-03-08 16:56:23 main:574] : INFO : Epoch 1596 | loss: 0.0310782 | val_loss: 0.031213 | Time: 2819.71 ms
[2022-03-08 16:56:26 main:574] : INFO : Epoch 1597 | loss: 0.0310603 | val_loss: 0.0312339 | Time: 2862.28 ms
[2022-03-08 16:56:29 main:574] : INFO : Epoch 1598 | loss: 0.0310514 | val_loss: 0.0312355 | Time: 2488.56 ms
[2022-03-08 16:56:31 main:574] : INFO : Epoch 1599 | loss: 0.0310432 | val_loss: 0.031246 | Time: 2755.4 ms
[2022-03-08 16:56:34 main:574] : INFO : Epoch 1600 | loss: 0.0310313 | val_loss: 0.0312485 | Time: 2825.23 ms
[2022-03-08 16:56:38 main:574] : INFO : Epoch 1601 | loss: 0.031026 | val_loss: 0.0312423 | Time: 3187.15 ms
[2022-03-08 16:56:40 main:574] : INFO : Epoch 1602 | loss: 0.0310228 | val_loss: 0.0312554 | Time: 2598.99 ms
[2022-03-08 16:56:43 main:574] : INFO : Epoch 1603 | loss: 0.0310184 | val_loss: 0.0312524 | Time: 2637.28 ms
[2022-03-08 16:56:46 main:574] : INFO : Epoch 1604 | loss: 0.0310157 | val_loss: 0.0312447 | Time: 3262.77 ms
[2022-03-08 16:56:49 main:574] : INFO : Epoch 1605 | loss: 0.031025 | val_loss: 0.0312531 | Time: 2442.91 ms
[2022-03-08 16:56:51 main:574] : INFO : Epoch 1606 | loss: 0.0310211 | val_loss: 0.0312378 | Time: 2634.46 ms
[2022-03-08 16:56:54 main:574] : INFO : Epoch 1607 | loss: 0.0310624 | val_loss: 0.0312358 | Time: 2358.88 ms
[2022-03-08 16:56:56 main:574] : INFO : Epoch 1608 | loss: 0.0310389 | val_loss: 0.031238 | Time: 2353.89 ms
[2022-03-08 16:56:59 main:574] : INFO : Epoch 1609 | loss: 0.0310189 | val_loss: 0.0312704 | Time: 2349.33 ms
[2022-03-08 16:57:01 main:574] : INFO : Epoch 1610 | loss: 0.0310163 | val_loss: 0.0312351 | Time: 2571.43 ms
[2022-03-08 16:57:04 main:574] : INFO : Epoch 1611 | loss: 0.0310339 | val_loss: 0.0312645 | Time: 2617.75 ms
[2022-03-08 16:57:06 main:574] : INFO : Epoch 1612 | loss: 0.0310197 | val_loss: 0.0312631 | Time: 2468.73 ms
[2022-03-08 16:57:09 main:574] : INFO : Epoch 1613 | loss: 0.0310083 | val_loss: 0.031258 | Time: 2476.61 ms
[2022-03-08 16:57:12 main:574] : INFO : Epoch 1614 | loss: 0.0310216 | val_loss: 0.031235 | Time: 2873.01 ms
[2022-03-08 16:57:15 main:574] : INFO : Epoch 1615 | loss: 0.0310157 | val_loss: 0.0312746 | Time: 2820.55 ms
[2022-03-08 16:57:18 main:574] : INFO : Epoch 1616 | loss: 0.0310136 | val_loss: 0.0312528 | Time: 2746.58 ms
[2022-03-08 16:57:21 main:574] : INFO : Epoch 1617 | loss: 0.0310199 | val_loss: 0.0312825 | Time: 3264.37 ms
[2022-03-08 16:57:23 main:574] : INFO : Epoch 1618 | loss: 0.0310204 | val_loss: 0.0312605 | Time: 2488.28 ms
[2022-03-08 16:57:26 main:574] : INFO : Epoch 1619 | loss: 0.0310122 | val_loss: 0.0312642 | Time: 2443.38 ms
[2022-03-08 16:57:28 main:574] : INFO : Epoch 1620 | loss: 0.0310124 | val_loss: 0.0312668 | Time: 2380.09 ms
[2022-03-08 16:57:31 main:574] : INFO : Epoch 1621 | loss: 0.0310193 | val_loss: 0.0312611 | Time: 2479.07 ms
[2022-03-08 16:57:34 main:574] : INFO : Epoch 1622 | loss: 0.0310197 | val_loss: 0.0312724 | Time: 3019.07 ms
[2022-03-08 16:57:36 main:574] : INFO : Epoch 1623 | loss: 0.0310126 | val_loss: 0.0312419 | Time: 2437.36 ms
[2022-03-08 16:57:39 main:574] : INFO : Epoch 1624 | loss: 0.0310144 | val_loss: 0.0312527 | Time: 2426.73 ms
[2022-03-08 16:57:42 main:574] : INFO : Epoch 1625 | loss: 0.0310094 | val_loss: 0.031253 | Time: 2767.2 ms
[2022-03-08 16:57:45 main:574] : INFO : Epoch 1626 | loss: 0.0310104 | val_loss: 0.0312577 | Time: 2878.86 ms
[2022-03-08 16:57:47 main:574] : INFO : Epoch 1627 | loss: 0.0310102 | val_loss: 0.0312471 | Time: 2469.05 ms
[2022-03-08 16:57:49 main:574] : INFO : Epoch 1628 | loss: 0.031015 | val_loss: 0.0312505 | Time: 2395.77 ms
[2022-03-08 16:57:52 main:574] : INFO : Epoch 1629 | loss: 0.0310178 | val_loss: 0.031256 | Time: 2961.65 ms
[2022-03-08 16:57:55 main:574] : INFO : Epoch 1630 | loss: 0.0310139 | val_loss: 0.0312493 | Time: 2854.83 ms
[2022-03-08 16:57:58 main:574] : INFO : Epoch 1631 | loss: 0.0310097 | val_loss: 0.0312672 | Time: 2488.63 ms
[2022-03-08 16:58:00 main:574] : INFO : Epoch 1632 | loss: 0.0310114 | val_loss: 0.0312467 | Time: 2394.96 ms
[2022-03-08 16:58:04 main:574] : INFO : Epoch 1633 | loss: 0.0310076 | val_loss: 0.0312659 | Time: 3286.55 ms
[2022-03-08 16:58:06 main:574] : INFO : Epoch 1634 | loss: 0.0310469 | val_loss: 0.0312287 | Time: 2412.44 ms
[2022-03-08 16:58:09 main:574] : INFO : Epoch 1635 | loss: 0.0310574 | val_loss: 0.031243 | Time: 2890.68 ms
[2022-03-08 16:58:12 main:574] : INFO : Epoch 1636 | loss: 0.0310337 | val_loss: 0.0312396 | Time: 2740.34 ms
[2022-03-08 16:58:15 main:574] : INFO : Epoch 1637 | loss: 0.0310209 | val_loss: 0.0312638 | Time: 2729.93 ms
[2022-03-08 16:58:17 main:574] : INFO : Epoch 1638 | loss: 0.031012 | val_loss: 0.0312592 | Time: 2747.83 ms
[2022-03-08 16:58:21 main:574] : INFO : Epoch 1639 | loss: 0.0310107 | val_loss: 0.0312463 | Time: 3077.19 ms
[2022-03-08 16:58:23 main:574] : INFO : Epoch 1640 | loss: 0.031009 | val_loss: 0.0312383 | Time: 2454.3 ms
[2022-03-08 16:58:26 main:574] : INFO : Epoch 1641 | loss: 0.0310154 | val_loss: 0.0312549 | Time: 2534.77 ms
[2022-03-08 16:58:28 main:574] : INFO : Epoch 1642 | loss: 0.0310116 | val_loss: 0.0312702 | Time: 2409.65 ms
[2022-03-08 16:58:31 main:574] : INFO : Epoch 1643 | loss: 0.0310097 | val_loss: 0.0312479 | Time: 2435.59 ms
[2022-03-08 16:58:33 main:574] : INFO : Epoch 1644 | loss: 0.0310335 | val_loss: 0.031255 | Time: 2474.79 ms
[2022-03-08 16:58:36 main:574] : INFO : Epoch 1645 | loss: 0.031015 | val_loss: 0.031257 | Time: 2699.57 ms
[2022-03-08 16:58:39 main:574] : INFO : Epoch 1646 | loss: 0.0310184 | val_loss: 0.0312499 | Time: 2790.01 ms
[2022-03-08 16:58:41 main:574] : INFO : Epoch 1647 | loss: 0.0310235 | val_loss: 0.031267 | Time: 2576.73 ms
[2022-03-08 16:58:44 main:574] : INFO : Epoch 1648 | loss: 0.0310094 | val_loss: 0.03126 | Time: 2572.8 ms
[2022-03-08 16:58:47 main:574] : INFO : Epoch 1649 | loss: 0.0310043 | val_loss: 0.0312579 | Time: 2753.14 ms
[2022-03-08 16:58:49 main:574] : INFO : Epoch 1650 | loss: 0.031005 | val_loss: 0.0312808 | Time: 2569.82 ms
[2022-03-08 16:58:52 main:574] : INFO : Epoch 1651 | loss: 0.0310096 | val_loss: 0.0312418 | Time: 2881.36 ms
[2022-03-08 16:58:55 main:574] : INFO : Epoch 1652 | loss: 0.0310141 | val_loss: 0.0312843 | Time: 2337.51 ms
[2022-03-08 16:58:57 main:574] : INFO : Epoch 1653 | loss: 0.0310104 | val_loss: 0.0312489 | Time: 2380.23 ms
[2022-03-08 16:59:00 main:574] : INFO : Epoch 1654 | loss: 0.0310091 | val_loss: 0.0312647 | Time: 2398.24 ms
[2022-03-08 16:59:02 main:574] : INFO : Epoch 1655 | loss: 0.0310128 | val_loss: 0.0312723 | Time: 2764.7 ms
[2022-03-08 16:59:06 main:574] : INFO : Epoch 1656 | loss: 0.031016 | val_loss: 0.0312552 | Time: 3833.58 ms
[2022-03-08 16:59:10 main:574] : INFO : Epoch 1657 | loss: 0.0310212 | val_loss: 0.0312549 | Time: 3708.47 ms
[2022-03-08 16:59:12 main:574] : INFO : Epoch 1658 | loss: 0.031011 | val_loss: 0.0312572 | Time: 2379.05 ms
[2022-03-08 16:59:15 main:574] : INFO : Epoch 1659 | loss: 0.0310287 | val_loss: 0.0312603 | Time: 2360.84 ms
[2022-03-08 16:59:17 main:574] : INFO : Epoch 1660 | loss: 0.0310173 | val_loss: 0.0312837 | Time: 2369.96 ms
[2022-03-08 16:59:20 main:574] : INFO : Epoch 1661 | loss: 0.0310181 | val_loss: 0.0312481 | Time: 2359.46 ms
[2022-03-08 16:59:22 main:574] : INFO : Epoch 1662 | loss: 0.0310072 | val_loss: 0.0312659 | Time: 2416.22 ms
[2022-03-08 16:59:25 main:574] : INFO : Epoch 1663 | loss: 0.0310024 | val_loss: 0.031266 | Time: 2470.7 ms
[2022-03-08 16:59:27 main:574] : INFO : Epoch 1664 | loss: 0.0310177 | val_loss: 0.031258 | Time: 2580.89 ms
[2022-03-08 16:59:30 main:574] : INFO : Epoch 1665 | loss: 0.0310096 | val_loss: 0.0312825 | Time: 3103.3 ms
[2022-03-08 16:59:33 main:574] : INFO : Epoch 1666 | loss: 0.0310086 | val_loss: 0.0312696 | Time: 2581.9 ms
[2022-03-08 16:59:36 main:574] : INFO : Epoch 1667 | loss: 0.0310103 | val_loss: 0.0312541 | Time: 2710.28 ms
[2022-03-08 16:59:39 main:574] : INFO : Epoch 1668 | loss: 0.031022 | val_loss: 0.0312663 | Time: 3209.43 ms
[2022-03-08 16:59:42 main:574] : INFO : Epoch 1669 | loss: 0.0310194 | val_loss: 0.0312616 | Time: 2651.16 ms
[2022-03-08 16:59:45 main:574] : INFO : Epoch 1670 | loss: 0.0310141 | val_loss: 0.0312391 | Time: 2788.84 ms
[2022-03-08 16:59:48 main:574] : INFO : Epoch 1671 | loss: 0.0310097 | val_loss: 0.0312702 | Time: 3165.74 ms
[2022-03-08 16:59:51 main:574] : INFO : Epoch 1672 | loss: 0.0310123 | val_loss: 0.0312383 | Time: 2901.52 ms
[2022-03-08 16:59:54 main:574] : INFO : Epoch 1673 | loss: 0.0310116 | val_loss: 0.0312711 | Time: 2918.86 ms
[2022-03-08 16:59:57 main:574] : INFO : Epoch 1674 | loss: 0.0310079 | val_loss: 0.0312657 | Time: 2824.34 ms
[2022-03-08 17:00:00 main:574] : INFO : Epoch 1675 | loss: 0.0310092 | val_loss: 0.031253 | Time: 2971.64 ms
[2022-03-08 17:00:03 main:574] : INFO : Epoch 1676 | loss: 0.0310236 | val_loss: 0.0312535 | Time: 2831.56 ms
[2022-03-08 17:00:06 main:574] : INFO : Epoch 1677 | loss: 0.0310141 | val_loss: 0.0312486 | Time: 3504.98 ms
[2022-03-08 17:00:10 main:574] : INFO : Epoch 1678 | loss: 0.0310149 | val_loss: 0.0312574 | Time: 3940.6 ms
[2022-03-08 17:00:13 main:574] : INFO : Epoch 1679 | loss: 0.0310098 | val_loss: 0.0312517 | Time: 2497.44 ms
[2022-03-08 17:00:15 main:574] : INFO : Epoch 1680 | loss: 0.0310123 | val_loss: 0.0312503 | Time: 2602.48 ms
[2022-03-08 17:00:18 main:574] : INFO : Epoch 1681 | loss: 0.0310113 | val_loss: 0.0312628 | Time: 2412.65 ms
[2022-03-08 17:00:20 main:574] : INFO : Epoch 1682 | loss: 0.0310331 | val_loss: 0.0312692 | Time: 2420.79 ms
[2022-03-08 17:00:23 main:574] : INFO : Epoch 1683 | loss: 0.0310115 | val_loss: 0.0312714 | Time: 2475.12 ms
[2022-03-08 17:00:25 main:574] : INFO : Epoch 1684 | loss: 0.0310155 | val_loss: 0.0312465 | Time: 2335.88 ms
[2022-03-08 17:00:28 main:574] : INFO : Epoch 1685 | loss: 0.0310265 | val_loss: 0.0312514 | Time: 2492.16 ms
[2022-03-08 17:00:30 main:574] : INFO : Epoch 1686 | loss: 0.0310063 | val_loss: 0.0312699 | Time: 2360.15 ms
[2022-03-08 17:00:33 main:574] : INFO : Epoch 1687 | loss: 0.0310013 | val_loss: 0.0312619 | Time: 2636.44 ms
[2022-03-08 17:00:35 main:574] : INFO : Epoch 1688 | loss: 0.0310175 | val_loss: 0.0312339 | Time: 2390.63 ms
[2022-03-08 17:00:38 main:574] : INFO : Epoch 1689 | loss: 0.0310269 | val_loss: 0.0312529 | Time: 2556.6 ms
[2022-03-08 17:00:41 main:574] : INFO : Epoch 1690 | loss: 0.0310164 | val_loss: 0.0312714 | Time: 3329.34 ms
[2022-03-08 17:00:44 main:574] : INFO : Epoch 1691 | loss: 0.0310139 | val_loss: 0.0312808 | Time: 2964.5 ms
[2022-03-08 17:00:47 main:574] : INFO : Epoch 1692 | loss: 0.0310134 | val_loss: 0.0312621 | Time: 2503.08 ms
[2022-03-08 17:00:50 main:574] : INFO : Epoch 1693 | loss: 0.0310696 | val_loss: 0.0312025 | Time: 3125.99 ms
[2022-03-08 17:00:52 main:574] : INFO : Epoch 1694 | loss: 0.0311244 | val_loss: 0.0311917 | Time: 2481.66 ms
[2022-03-08 17:00:55 main:574] : INFO : Epoch 1695 | loss: 0.0311017 | val_loss: 0.0312084 | Time: 2795.88 ms
[2022-03-08 17:00:58 main:574] : INFO : Epoch 1696 | loss: 0.0310733 | val_loss: 0.0312214 | Time: 3092.09 ms
[2022-03-08 17:01:01 main:574] : INFO : Epoch 1697 | loss: 0.0310431 | val_loss: 0.0312496 | Time: 2353.08 ms
[2022-03-08 17:01:03 main:574] : INFO : Epoch 1698 | loss: 0.0310268 | val_loss: 0.0312281 | Time: 2358.57 ms
[2022-03-08 17:01:06 main:574] : INFO : Epoch 1699 | loss: 0.0310167 | val_loss: 0.0312541 | Time: 2362.39 ms
[2022-03-08 17:01:08 main:574] : INFO : Epoch 1700 | loss: 0.0310124 | val_loss: 0.0312578 | Time: 2358.5 ms
[2022-03-08 17:01:10 main:574] : INFO : Epoch 1701 | loss: 0.0310154 | val_loss: 0.031264 | Time: 2384.62 ms
[2022-03-08 17:01:13 main:574] : INFO : Epoch 1702 | loss: 0.0310259 | val_loss: 0.0312498 | Time: 2710.2 ms
[2022-03-08 17:01:16 main:574] : INFO : Epoch 1703 | loss: 0.0310291 | val_loss: 0.0312425 | Time: 2994 ms
[2022-03-08 17:01:19 main:574] : INFO : Epoch 1704 | loss: 0.0310149 | val_loss: 0.0312569 | Time: 2506.06 ms
[2022-03-08 17:01:21 main:574] : INFO : Epoch 1705 | loss: 0.0310105 | val_loss: 0.0312673 | Time: 2453.08 ms
[2022-03-08 17:01:24 main:574] : INFO : Epoch 1706 | loss: 0.0310142 | val_loss: 0.0312654 | Time: 2527.26 ms
[2022-03-08 17:01:26 main:574] : INFO : Epoch 1707 | loss: 0.0310045 | val_loss: 0.0312574 | Time: 2407.17 ms
[2022-03-08 17:01:29 main:574] : INFO : Epoch 1708 | loss: 0.0310173 | val_loss: 0.0312819 | Time: 2775.02 ms
[2022-03-08 17:01:32 main:574] : INFO : Epoch 1709 | loss: 0.0310077 | val_loss: 0.0312577 | Time: 2441.25 ms
[2022-03-08 17:01:34 main:574] : INFO : Epoch 1710 | loss: 0.0310068 | val_loss: 0.031248 | Time: 2428.45 ms
[2022-03-08 17:01:36 main:574] : INFO : Epoch 1711 | loss: 0.0310657 | val_loss: 0.0312228 | Time: 2364.54 ms
[2022-03-08 17:01:39 main:574] : INFO : Epoch 1712 | loss: 0.0310396 | val_loss: 0.0312493 | Time: 2385.1 ms
[2022-03-08 17:01:41 main:574] : INFO : Epoch 1713 | loss: 0.03101 | val_loss: 0.0312449 | Time: 2358.11 ms
[2022-03-08 17:01:44 main:574] : INFO : Epoch 1714 | loss: 0.0310063 | val_loss: 0.0312753 | Time: 2376.57 ms
[2022-03-08 17:01:46 main:574] : INFO : Epoch 1715 | loss: 0.0310145 | val_loss: 0.0312613 | Time: 2801.67 ms
[2022-03-08 17:01:49 main:574] : INFO : Epoch 1716 | loss: 0.0310082 | val_loss: 0.0312621 | Time: 2521.91 ms
[2022-03-08 17:01:52 main:574] : INFO : Epoch 1717 | loss: 0.0310209 | val_loss: 0.0312662 | Time: 2614.89 ms
[2022-03-08 17:01:54 main:574] : INFO : Epoch 1718 | loss: 0.0310161 | val_loss: 0.031279 | Time: 2537.68 ms
[2022-03-08 17:01:57 main:574] : INFO : Epoch 1719 | loss: 0.0310087 | val_loss: 0.0312574 | Time: 2406.68 ms
[2022-03-08 17:01:59 main:574] : INFO : Epoch 1720 | loss: 0.0310144 | val_loss: 0.0312465 | Time: 2374.62 ms
[2022-03-08 17:02:02 main:574] : INFO : Epoch 1721 | loss: 0.0310072 | val_loss: 0.0312925 | Time: 2600.42 ms
[2022-03-08 17:02:05 main:574] : INFO : Epoch 1722 | loss: 0.0310188 | val_loss: 0.0312421 | Time: 3293.52 ms
[2022-03-08 17:02:08 main:574] : INFO : Epoch 1723 | loss: 0.031015 | val_loss: 0.031268 | Time: 2585.93 ms
[2022-03-08 17:02:11 main:574] : INFO : Epoch 1724 | loss: 0.0310121 | val_loss: 0.0312537 | Time: 3139.69 ms
[2022-03-08 17:02:14 main:574] : INFO : Epoch 1725 | loss: 0.031005 | val_loss: 0.0312695 | Time: 2657.01 ms
[2022-03-08 17:02:17 main:574] : INFO : Epoch 1726 | loss: 0.0310094 | val_loss: 0.0312702 | Time: 3091.6 ms
[2022-03-08 17:02:19 main:574] : INFO : Epoch 1727 | loss: 0.0310156 | val_loss: 0.0312621 | Time: 2470.15 ms
[2022-03-08 17:02:22 main:574] : INFO : Epoch 1728 | loss: 0.0310211 | val_loss: 0.0312565 | Time: 2365.86 ms
[2022-03-08 17:02:24 main:574] : INFO : Epoch 1729 | loss: 0.0310129 | val_loss: 0.031265 | Time: 2628.98 ms
[2022-03-08 17:02:27 main:574] : INFO : Epoch 1730 | loss: 0.0310064 | val_loss: 0.0312723 | Time: 2439.68 ms
[2022-03-08 17:02:29 main:574] : INFO : Epoch 1731 | loss: 0.0310132 | val_loss: 0.0312707 | Time: 2354.05 ms
[2022-03-08 17:02:32 main:574] : INFO : Epoch 1732 | loss: 0.0310106 | val_loss: 0.0312827 | Time: 2318.76 ms
[2022-03-08 17:02:34 main:574] : INFO : Epoch 1733 | loss: 0.0310047 | val_loss: 0.0312435 | Time: 2547.27 ms
[2022-03-08 17:02:37 main:574] : INFO : Epoch 1734 | loss: 0.0310046 | val_loss: 0.031273 | Time: 2455.61 ms
[2022-03-08 17:02:39 main:574] : INFO : Epoch 1735 | loss: 0.0310068 | val_loss: 0.0312768 | Time: 2405.66 ms
[2022-03-08 17:02:42 main:574] : INFO : Epoch 1736 | loss: 0.0310063 | val_loss: 0.0312496 | Time: 2885.65 ms
[2022-03-08 17:02:45 main:574] : INFO : Epoch 1737 | loss: 0.0310078 | val_loss: 0.0312575 | Time: 2601.88 ms
[2022-03-08 17:02:47 main:574] : INFO : Epoch 1738 | loss: 0.0310113 | val_loss: 0.0312653 | Time: 2568.41 ms
[2022-03-08 17:02:50 main:574] : INFO : Epoch 1739 | loss: 0.031019 | val_loss: 0.0312555 | Time: 2363.29 ms
[2022-03-08 17:02:53 main:574] : INFO : Epoch 1740 | loss: 0.0310188 | val_loss: 0.0312565 | Time: 2923.06 ms
[2022-03-08 17:02:55 main:574] : INFO : Epoch 1741 | loss: 0.0310091 | val_loss: 0.031267 | Time: 2437.83 ms
[2022-03-08 17:02:59 main:574] : INFO : Epoch 1742 | loss: 0.0310091 | val_loss: 0.0312544 | Time: 3723.62 ms
[2022-03-08 17:03:02 main:574] : INFO : Epoch 1743 | loss: 0.0310071 | val_loss: 0.0312792 | Time: 2778.26 ms
[2022-03-08 17:03:05 main:574] : INFO : Epoch 1744 | loss: 0.0310064 | val_loss: 0.0312533 | Time: 2954.89 ms
[2022-03-08 17:03:07 main:574] : INFO : Epoch 1745 | loss: 0.0310042 | val_loss: 0.0312668 | Time: 2350.83 ms
[2022-03-08 17:03:10 main:574] : INFO : Epoch 1746 | loss: 0.0310103 | val_loss: 0.0312474 | Time: 2362.69 ms
[2022-03-08 17:03:12 main:574] : INFO : Epoch 1747 | loss: 0.03101 | val_loss: 0.0312514 | Time: 2462.12 ms
[2022-03-08 17:03:15 main:574] : INFO : Epoch 1748 | loss: 0.0310098 | val_loss: 0.0312713 | Time: 2551.87 ms
[2022-03-08 17:03:18 main:574] : INFO : Epoch 1749 | loss: 0.0310121 | val_loss: 0.0312725 | Time: 2858.04 ms
[2022-03-08 17:03:20 main:574] : INFO : Epoch 1750 | loss: 0.0310119 | val_loss: 0.0312745 | Time: 2644.54 ms
[2022-03-08 17:03:23 main:574] : INFO : Epoch 1751 | loss: 0.031015 | val_loss: 0.031242 | Time: 2719.94 ms
[2022-03-08 17:03:25 main:574] : INFO : Epoch 1752 | loss: 0.0310151 | val_loss: 0.0312492 | Time: 2373.83 ms
[2022-03-08 17:03:28 main:574] : INFO : Epoch 1753 | loss: 0.0310181 | val_loss: 0.0312639 | Time: 2427.67 ms
[2022-03-08 17:03:30 main:574] : INFO : Epoch 1754 | loss: 0.0310179 | val_loss: 0.0312537 | Time: 2374.32 ms
[2022-03-08 17:03:33 main:574] : INFO : Epoch 1755 | loss: 0.0310157 | val_loss: 0.0312522 | Time: 2828.38 ms
[2022-03-08 17:03:36 main:574] : INFO : Epoch 1756 | loss: 0.0310122 | val_loss: 0.031266 | Time: 2547.56 ms
[2022-03-08 17:03:38 main:574] : INFO : Epoch 1757 | loss: 0.0310169 | val_loss: 0.0312606 | Time: 2363.81 ms
[2022-03-08 17:03:41 main:574] : INFO : Epoch 1758 | loss: 0.0310227 | val_loss: 0.0312597 | Time: 2505.02 ms
[2022-03-08 17:03:43 main:574] : INFO : Epoch 1759 | loss: 0.0310221 | val_loss: 0.0312841 | Time: 2368.39 ms
[2022-03-08 17:03:46 main:574] : INFO : Epoch 1760 | loss: 0.0310149 | val_loss: 0.0312625 | Time: 2722.93 ms
[2022-03-08 17:03:49 main:574] : INFO : Epoch 1761 | loss: 0.0310183 | val_loss: 0.0312416 | Time: 3002.4 ms
[2022-03-08 17:03:52 main:574] : INFO : Epoch 1762 | loss: 0.0310154 | val_loss: 0.0312518 | Time: 2745.24 ms
[2022-03-08 17:03:55 main:574] : INFO : Epoch 1763 | loss: 0.0310081 | val_loss: 0.0312531 | Time: 2568.9 ms
[2022-03-08 17:03:57 main:574] : INFO : Epoch 1764 | loss: 0.0310165 | val_loss: 0.0312676 | Time: 2480.39 ms
[2022-03-08 17:04:00 main:574] : INFO : Epoch 1765 | loss: 0.0310121 | val_loss: 0.03127 | Time: 2660.43 ms
[2022-03-08 17:04:02 main:574] : INFO : Epoch 1766 | loss: 0.0310247 | val_loss: 0.0312423 | Time: 2582.77 ms
[2022-03-08 17:04:05 main:574] : INFO : Epoch 1767 | loss: 0.0310285 | val_loss: 0.0312498 | Time: 2690.6 ms
[2022-03-08 17:04:08 main:574] : INFO : Epoch 1768 | loss: 0.0310184 | val_loss: 0.0312407 | Time: 2431.2 ms
[2022-03-08 17:04:10 main:574] : INFO : Epoch 1769 | loss: 0.0310111 | val_loss: 0.031258 | Time: 2513.91 ms
[2022-03-08 17:04:13 main:574] : INFO : Epoch 1770 | loss: 0.031079 | val_loss: 0.0312114 | Time: 2665.23 ms
[2022-03-08 17:04:15 main:574] : INFO : Epoch 1771 | loss: 0.0311373 | val_loss: 0.0312149 | Time: 2366.64 ms
[2022-03-08 17:04:18 main:574] : INFO : Epoch 1772 | loss: 0.0311105 | val_loss: 0.0312125 | Time: 2561.43 ms
[2022-03-08 17:04:20 main:574] : INFO : Epoch 1773 | loss: 0.0310843 | val_loss: 0.0312284 | Time: 2489.42 ms
[2022-03-08 17:04:23 main:574] : INFO : Epoch 1774 | loss: 0.0310587 | val_loss: 0.0312372 | Time: 2538.9 ms
[2022-03-08 17:04:26 main:574] : INFO : Epoch 1775 | loss: 0.031037 | val_loss: 0.0312431 | Time: 2492.41 ms
[2022-03-08 17:04:28 main:574] : INFO : Epoch 1776 | loss: 0.0310212 | val_loss: 0.031267 | Time: 2506.12 ms
[2022-03-08 17:04:31 main:574] : INFO : Epoch 1777 | loss: 0.0310102 | val_loss: 0.0312527 | Time: 2808.68 ms
[2022-03-08 17:04:34 main:574] : INFO : Epoch 1778 | loss: 0.0310167 | val_loss: 0.031286 | Time: 2948.73 ms
[2022-03-08 17:04:36 main:574] : INFO : Epoch 1779 | loss: 0.0310161 | val_loss: 0.0312524 | Time: 2449.96 ms
[2022-03-08 17:04:40 main:574] : INFO : Epoch 1780 | loss: 0.0310142 | val_loss: 0.0312514 | Time: 3077.32 ms
[2022-03-08 17:04:42 main:574] : INFO : Epoch 1781 | loss: 0.0310105 | val_loss: 0.0312677 | Time: 2908.07 ms
[2022-03-08 17:04:45 main:574] : INFO : Epoch 1782 | loss: 0.0310093 | val_loss: 0.0312757 | Time: 2738.21 ms
[2022-03-08 17:04:49 main:574] : INFO : Epoch 1783 | loss: 0.0310118 | val_loss: 0.0312585 | Time: 3234.52 ms
[2022-03-08 17:04:51 main:574] : INFO : Epoch 1784 | loss: 0.0310202 | val_loss: 0.0312631 | Time: 2454.2 ms
[2022-03-08 17:04:54 main:574] : INFO : Epoch 1785 | loss: 0.0310118 | val_loss: 0.031254 | Time: 2470.91 ms
[2022-03-08 17:04:56 main:574] : INFO : Epoch 1786 | loss: 0.0310072 | val_loss: 0.0312472 | Time: 2457.19 ms
[2022-03-08 17:04:59 main:574] : INFO : Epoch 1787 | loss: 0.031011 | val_loss: 0.0312438 | Time: 2503.95 ms
[2022-03-08 17:05:01 main:574] : INFO : Epoch 1788 | loss: 0.0310153 | val_loss: 0.0312536 | Time: 2405.6 ms
[2022-03-08 17:05:03 main:574] : INFO : Epoch 1789 | loss: 0.0310109 | val_loss: 0.0312596 | Time: 2451.34 ms
[2022-03-08 17:05:06 main:574] : INFO : Epoch 1790 | loss: 0.0310116 | val_loss: 0.0312735 | Time: 2661.66 ms
[2022-03-08 17:05:09 main:574] : INFO : Epoch 1791 | loss: 0.031014 | val_loss: 0.0312659 | Time: 2892.78 ms
[2022-03-08 17:05:12 main:574] : INFO : Epoch 1792 | loss: 0.0310076 | val_loss: 0.0312688 | Time: 2515.01 ms
[2022-03-08 17:05:14 main:574] : INFO : Epoch 1793 | loss: 0.0310082 | val_loss: 0.0312649 | Time: 2477.6 ms
[2022-03-08 17:05:17 main:574] : INFO : Epoch 1794 | loss: 0.0310065 | val_loss: 0.0312583 | Time: 2596.88 ms
[2022-03-08 17:05:20 main:574] : INFO : Epoch 1795 | loss: 0.031017 | val_loss: 0.0312577 | Time: 2917.48 ms
[2022-03-08 17:05:22 main:574] : INFO : Epoch 1796 | loss: 0.0310185 | val_loss: 0.0312695 | Time: 2586.02 ms
[2022-03-08 17:05:26 main:574] : INFO : Epoch 1797 | loss: 0.0310234 | val_loss: 0.0312637 | Time: 3276.48 ms
[2022-03-08 17:05:28 main:574] : INFO : Epoch 1798 | loss: 0.031017 | val_loss: 0.0312696 | Time: 2450.56 ms
[2022-03-08 17:05:31 main:574] : INFO : Epoch 1799 | loss: 0.0310297 | val_loss: 0.0312513 | Time: 2765.14 ms
[2022-03-08 17:05:34 main:574] : INFO : Epoch 1800 | loss: 0.0310277 | val_loss: 0.0312644 | Time: 3138.65 ms
[2022-03-08 17:05:37 main:574] : INFO : Epoch 1801 | loss: 0.0310211 | val_loss: 0.0312709 | Time: 3144.2 ms
[2022-03-08 17:05:41 main:574] : INFO : Epoch 1802 | loss: 0.0310117 | val_loss: 0.0312641 | Time: 3558.15 ms
[2022-03-08 17:05:44 main:574] : INFO : Epoch 1803 | loss: 0.0310119 | val_loss: 0.0312692 | Time: 2693.13 ms
[2022-03-08 17:05:47 main:574] : INFO : Epoch 1804 | loss: 0.0310161 | val_loss: 0.0312586 | Time: 2829.28 ms
[2022-03-08 17:05:50 main:574] : INFO : Epoch 1805 | loss: 0.0310168 | val_loss: 0.031259 | Time: 2830.41 ms
[2022-03-08 17:05:52 main:574] : INFO : Epoch 1806 | loss: 0.0310119 | val_loss: 0.0312316 | Time: 2592.17 ms
[2022-03-08 17:05:55 main:574] : INFO : Epoch 1807 | loss: 0.0310148 | val_loss: 0.0312586 | Time: 2475.29 ms
[2022-03-08 17:05:57 main:574] : INFO : Epoch 1808 | loss: 0.0310159 | val_loss: 0.0312662 | Time: 2541.18 ms
[2022-03-08 17:06:00 main:574] : INFO : Epoch 1809 | loss: 0.0310154 | val_loss: 0.031268 | Time: 2518.76 ms
[2022-03-08 17:06:03 main:574] : INFO : Epoch 1810 | loss: 0.0310395 | val_loss: 0.0312458 | Time: 2514.42 ms
[2022-03-08 17:06:06 main:574] : INFO : Epoch 1811 | loss: 0.0310245 | val_loss: 0.0312333 | Time: 3327.78 ms
[2022-03-08 17:06:09 main:574] : INFO : Epoch 1812 | loss: 0.0310208 | val_loss: 0.0312588 | Time: 3106.62 ms
[2022-03-08 17:06:12 main:574] : INFO : Epoch 1813 | loss: 0.0310155 | val_loss: 0.0312623 | Time: 2721 ms
[2022-03-08 17:06:14 main:574] : INFO : Epoch 1814 | loss: 0.0310166 | val_loss: 0.0312598 | Time: 2367.59 ms
[2022-03-08 17:06:17 main:574] : INFO : Epoch 1815 | loss: 0.0310168 | val_loss: 0.0312584 | Time: 2433.46 ms
[2022-03-08 17:06:20 main:574] : INFO : Epoch 1816 | loss: 0.031024 | val_loss: 0.031253 | Time: 2826.31 ms
[2022-03-08 17:06:22 main:574] : INFO : Epoch 1817 | loss: 0.0310175 | val_loss: 0.0312656 | Time: 2681.05 ms
[2022-03-08 17:06:25 main:574] : INFO : Epoch 1818 | loss: 0.0310134 | val_loss: 0.0312619 | Time: 2451.4 ms
[2022-03-08 17:06:28 main:574] : INFO : Epoch 1819 | loss: 0.0310113 | val_loss: 0.0312921 | Time: 3079.26 ms
[2022-03-08 17:06:31 main:574] : INFO : Epoch 1820 | loss: 0.0310156 | val_loss: 0.0312468 | Time: 3224.27 ms
[2022-03-08 17:06:34 main:574] : INFO : Epoch 1821 | loss: 0.0310164 | val_loss: 0.0312527 | Time: 2387.61 ms
[2022-03-08 17:06:36 main:574] : INFO : Epoch 1822 | loss: 0.0310298 | val_loss: 0.0312347 | Time: 2379.03 ms
[2022-03-08 17:06:39 main:574] : INFO : Epoch 1823 | loss: 0.0310357 | val_loss: 0.0312341 | Time: 2403.56 ms
[2022-03-08 17:06:42 main:574] : INFO : Epoch 1824 | loss: 0.0310191 | val_loss: 0.0312512 | Time: 3059.11 ms
[2022-03-08 17:06:44 main:574] : INFO : Epoch 1825 | loss: 0.0310112 | val_loss: 0.0312518 | Time: 2477.09 ms
[2022-03-08 17:06:47 main:574] : INFO : Epoch 1826 | loss: 0.0310113 | val_loss: 0.0312592 | Time: 2772.44 ms
[2022-03-08 17:06:50 main:574] : INFO : Epoch 1827 | loss: 0.0310088 | val_loss: 0.0312725 | Time: 2719.26 ms
[2022-03-08 17:06:53 main:574] : INFO : Epoch 1828 | loss: 0.0310172 | val_loss: 0.0312575 | Time: 3309.55 ms
[2022-03-08 17:06:56 main:574] : INFO : Epoch 1829 | loss: 0.0310135 | val_loss: 0.031267 | Time: 2410.27 ms
[2022-03-08 17:06:58 main:574] : INFO : Epoch 1830 | loss: 0.0310179 | val_loss: 0.0312567 | Time: 2473.06 ms
[2022-03-08 17:07:01 main:574] : INFO : Epoch 1831 | loss: 0.0310106 | val_loss: 0.0312714 | Time: 3156.51 ms
[2022-03-08 17:07:04 main:574] : INFO : Epoch 1832 | loss: 0.0310098 | val_loss: 0.0312695 | Time: 2668.56 ms
[2022-03-08 17:07:07 main:574] : INFO : Epoch 1833 | loss: 0.0310148 | val_loss: 0.0312623 | Time: 2677.5 ms
[2022-03-08 17:07:09 main:574] : INFO : Epoch 1834 | loss: 0.0310125 | val_loss: 0.0312693 | Time: 2630.16 ms
[2022-03-08 17:07:13 main:574] : INFO : Epoch 1835 | loss: 0.0310254 | val_loss: 0.0312433 | Time: 3305 ms
[2022-03-08 17:07:15 main:574] : INFO : Epoch 1836 | loss: 0.0310856 | val_loss: 0.0312113 | Time: 2346.88 ms
[2022-03-08 17:07:18 main:574] : INFO : Epoch 1837 | loss: 0.0310559 | val_loss: 0.0312341 | Time: 2877.21 ms
[2022-03-08 17:07:21 main:574] : INFO : Epoch 1838 | loss: 0.0310292 | val_loss: 0.0312484 | Time: 2401.64 ms
[2022-03-08 17:07:23 main:574] : INFO : Epoch 1839 | loss: 0.0310113 | val_loss: 0.0312653 | Time: 2704.48 ms
[2022-03-08 17:07:27 main:574] : INFO : Epoch 1840 | loss: 0.0310136 | val_loss: 0.0312529 | Time: 3301.46 ms
[2022-03-08 17:07:29 main:574] : INFO : Epoch 1841 | loss: 0.0310125 | val_loss: 0.0312591 | Time: 2407.26 ms
[2022-03-08 17:07:32 main:574] : INFO : Epoch 1842 | loss: 0.0310087 | val_loss: 0.0312645 | Time: 3096.64 ms
[2022-03-08 17:07:35 main:574] : INFO : Epoch 1843 | loss: 0.031009 | val_loss: 0.0312529 | Time: 2516.53 ms
[2022-03-08 17:07:38 main:574] : INFO : Epoch 1844 | loss: 0.0310134 | val_loss: 0.0312609 | Time: 2759.91 ms
[2022-03-08 17:07:41 main:574] : INFO : Epoch 1845 | loss: 0.031007 | val_loss: 0.0312676 | Time: 2835.2 ms
[2022-03-08 17:07:44 main:574] : INFO : Epoch 1846 | loss: 0.0310115 | val_loss: 0.0312364 | Time: 2944.77 ms
[2022-03-08 17:07:46 main:574] : INFO : Epoch 1847 | loss: 0.0310155 | val_loss: 0.0312501 | Time: 2456.16 ms
[2022-03-08 17:07:50 main:574] : INFO : Epoch 1848 | loss: 0.0310097 | val_loss: 0.0312644 | Time: 3555.02 ms
[2022-03-08 17:07:52 main:574] : INFO : Epoch 1849 | loss: 0.0310212 | val_loss: 0.0312485 | Time: 2661.16 ms
[2022-03-08 17:07:56 main:574] : INFO : Epoch 1850 | loss: 0.0310139 | val_loss: 0.0312609 | Time: 3307.78 ms
[2022-03-08 17:07:59 main:574] : INFO : Epoch 1851 | loss: 0.0310085 | val_loss: 0.0312685 | Time: 2814.81 ms
[2022-03-08 17:08:01 main:574] : INFO : Epoch 1852 | loss: 0.0311129 | val_loss: 0.0312072 | Time: 2828.23 ms
[2022-03-08 17:08:04 main:574] : INFO : Epoch 1853 | loss: 0.0311238 | val_loss: 0.0312122 | Time: 2513.93 ms
[2022-03-08 17:08:07 main:574] : INFO : Epoch 1854 | loss: 0.0310968 | val_loss: 0.0312198 | Time: 2387.19 ms
[2022-03-08 17:08:10 main:574] : INFO : Epoch 1855 | loss: 0.031073 | val_loss: 0.0312272 | Time: 2994.01 ms
[2022-03-08 17:08:12 main:574] : INFO : Epoch 1856 | loss: 0.0310499 | val_loss: 0.0312466 | Time: 2632.14 ms
[2022-03-08 17:08:15 main:574] : INFO : Epoch 1857 | loss: 0.0310412 | val_loss: 0.0312378 | Time: 2737.03 ms
[2022-03-08 17:08:19 main:574] : INFO : Epoch 1858 | loss: 0.031032 | val_loss: 0.0312462 | Time: 3806.96 ms
[2022-03-08 17:08:22 main:574] : INFO : Epoch 1859 | loss: 0.0310261 | val_loss: 0.0312432 | Time: 3340.64 ms
[2022-03-08 17:08:26 main:574] : INFO : Epoch 1860 | loss: 0.031022 | val_loss: 0.0312761 | Time: 3041.95 ms
[2022-03-08 17:08:28 main:574] : INFO : Epoch 1861 | loss: 0.0310196 | val_loss: 0.0312729 | Time: 2538.04 ms
[2022-03-08 17:08:30 main:574] : INFO : Epoch 1862 | loss: 0.0310161 | val_loss: 0.0312616 | Time: 2373.84 ms
[2022-03-08 17:08:34 main:574] : INFO : Epoch 1863 | loss: 0.0310201 | val_loss: 0.0312589 | Time: 3054.17 ms
[2022-03-08 17:08:36 main:574] : INFO : Epoch 1864 | loss: 0.0310215 | val_loss: 0.0312599 | Time: 2451.37 ms
[2022-03-08 17:08:38 main:574] : INFO : Epoch 1865 | loss: 0.0310183 | val_loss: 0.031265 | Time: 2323.77 ms
[2022-03-08 17:08:41 main:574] : INFO : Epoch 1866 | loss: 0.0310141 | val_loss: 0.031251 | Time: 2478.22 ms
[2022-03-08 17:08:43 main:574] : INFO : Epoch 1867 | loss: 0.0310189 | val_loss: 0.0312741 | Time: 2428.38 ms
[2022-03-08 17:08:46 main:574] : INFO : Epoch 1868 | loss: 0.0310141 | val_loss: 0.0312382 | Time: 2451.3 ms
[2022-03-08 17:08:49 main:574] : INFO : Epoch 1869 | loss: 0.0310196 | val_loss: 0.0312437 | Time: 2664.9 ms
[2022-03-08 17:08:51 main:574] : INFO : Epoch 1870 | loss: 0.0310131 | val_loss: 0.0312672 | Time: 2603.97 ms
[2022-03-08 17:08:54 main:574] : INFO : Epoch 1871 | loss: 0.0310128 | val_loss: 0.0312457 | Time: 2408.85 ms
[2022-03-08 17:08:57 main:574] : INFO : Epoch 1872 | loss: 0.0310169 | val_loss: 0.031258 | Time: 2633.73 ms
[2022-03-08 17:09:00 main:574] : INFO : Epoch 1873 | loss: 0.0310132 | val_loss: 0.031272 | Time: 2993.04 ms
[2022-03-08 17:09:02 main:574] : INFO : Epoch 1874 | loss: 0.0310154 | val_loss: 0.0312763 | Time: 2564.68 ms
[2022-03-08 17:09:05 main:574] : INFO : Epoch 1875 | loss: 0.0310192 | val_loss: 0.0312563 | Time: 2742.44 ms
[2022-03-08 17:09:08 main:574] : INFO : Epoch 1876 | loss: 0.0310181 | val_loss: 0.0312733 | Time: 3093.99 ms
[2022-03-08 17:09:12 main:574] : INFO : Epoch 1877 | loss: 0.0310174 | val_loss: 0.0312565 | Time: 3339.99 ms
[2022-03-08 17:09:14 main:574] : INFO : Epoch 1878 | loss: 0.0310183 | val_loss: 0.0312727 | Time: 2389.85 ms
[2022-03-08 17:09:16 main:574] : INFO : Epoch 1879 | loss: 0.0310235 | val_loss: 0.0312673 | Time: 2368.88 ms
[2022-03-08 17:09:19 main:574] : INFO : Epoch 1880 | loss: 0.0310154 | val_loss: 0.0312673 | Time: 2373.17 ms
[2022-03-08 17:09:21 main:574] : INFO : Epoch 1881 | loss: 0.0310088 | val_loss: 0.0312664 | Time: 2336.09 ms
[2022-03-08 17:09:24 main:574] : INFO : Epoch 1882 | loss: 0.0310081 | val_loss: 0.0312438 | Time: 2362.74 ms
[2022-03-08 17:09:26 main:574] : INFO : Epoch 1883 | loss: 0.0310036 | val_loss: 0.0312673 | Time: 2554.15 ms
[2022-03-08 17:09:30 main:574] : INFO : Epoch 1884 | loss: 0.0310111 | val_loss: 0.0312557 | Time: 3548.34 ms
[2022-03-08 17:09:32 main:574] : INFO : Epoch 1885 | loss: 0.0310115 | val_loss: 0.0312743 | Time: 2546.47 ms
[2022-03-08 17:09:35 main:574] : INFO : Epoch 1886 | loss: 0.0310055 | val_loss: 0.0312869 | Time: 2357.05 ms
[2022-03-08 17:09:37 main:574] : INFO : Epoch 1887 | loss: 0.0310074 | val_loss: 0.0312636 | Time: 2519.79 ms
[2022-03-08 17:09:40 main:574] : INFO : Epoch 1888 | loss: 0.0310073 | val_loss: 0.0312518 | Time: 2882.98 ms
[2022-03-08 17:09:43 main:574] : INFO : Epoch 1889 | loss: 0.0310097 | val_loss: 0.0312844 | Time: 2606.36 ms
[2022-03-08 17:09:46 main:574] : INFO : Epoch 1890 | loss: 0.0310266 | val_loss: 0.0312548 | Time: 3281.67 ms
[2022-03-08 17:09:49 main:574] : INFO : Epoch 1891 | loss: 0.0310108 | val_loss: 0.0312566 | Time: 2474.85 ms
[2022-03-08 17:09:51 main:574] : INFO : Epoch 1892 | loss: 0.0310138 | val_loss: 0.031265 | Time: 2364.37 ms
[2022-03-08 17:09:54 main:574] : INFO : Epoch 1893 | loss: 0.0310096 | val_loss: 0.0312783 | Time: 2746.44 ms
[2022-03-08 17:09:57 main:574] : INFO : Epoch 1894 | loss: 0.0310249 | val_loss: 0.031246 | Time: 2622.91 ms
[2022-03-08 17:09:59 main:574] : INFO : Epoch 1895 | loss: 0.0310134 | val_loss: 0.0312507 | Time: 2372.1 ms
[2022-03-08 17:10:02 main:574] : INFO : Epoch 1896 | loss: 0.0310144 | val_loss: 0.0312583 | Time: 2868.29 ms
[2022-03-08 17:10:05 main:574] : INFO : Epoch 1897 | loss: 0.031012 | val_loss: 0.0312628 | Time: 2784.05 ms
[2022-03-08 17:10:07 main:574] : INFO : Epoch 1898 | loss: 0.0310101 | val_loss: 0.0312723 | Time: 2601.83 ms
[2022-03-08 17:10:11 main:574] : INFO : Epoch 1899 | loss: 0.0310159 | val_loss: 0.031261 | Time: 3152.9 ms
[2022-03-08 17:10:15 main:574] : INFO : Epoch 1900 | loss: 0.0310104 | val_loss: 0.0312501 | Time: 4356.75 ms
[2022-03-08 17:10:18 main:574] : INFO : Epoch 1901 | loss: 0.0310186 | val_loss: 0.031274 | Time: 3270.77 ms
[2022-03-08 17:10:21 main:574] : INFO : Epoch 1902 | loss: 0.0310215 | val_loss: 0.0312711 | Time: 2681.37 ms
[2022-03-08 17:10:23 main:574] : INFO : Epoch 1903 | loss: 0.0310153 | val_loss: 0.0312642 | Time: 2349.73 ms
[2022-03-08 17:10:26 main:574] : INFO : Epoch 1904 | loss: 0.0310204 | val_loss: 0.0312454 | Time: 2367.37 ms
[2022-03-08 17:10:28 main:574] : INFO : Epoch 1905 | loss: 0.0310191 | val_loss: 0.0312463 | Time: 2632.22 ms
[2022-03-08 17:10:31 main:574] : INFO : Epoch 1906 | loss: 0.0310055 | val_loss: 0.031268 | Time: 2507.43 ms
[2022-03-08 17:10:33 main:574] : INFO : Epoch 1907 | loss: 0.0310122 | val_loss: 0.0312504 | Time: 2391.96 ms
[2022-03-08 17:10:36 main:574] : INFO : Epoch 1908 | loss: 0.0310215 | val_loss: 0.0312576 | Time: 2399.43 ms
[2022-03-08 17:10:40 main:574] : INFO : Epoch 1909 | loss: 0.0310222 | val_loss: 0.0312968 | Time: 3585.46 ms
[2022-03-08 17:10:43 main:574] : INFO : Epoch 1910 | loss: 0.031024 | val_loss: 0.0312509 | Time: 3122.62 ms
[2022-03-08 17:10:46 main:574] : INFO : Epoch 1911 | loss: 0.031016 | val_loss: 0.0312716 | Time: 3380.8 ms
[2022-03-08 17:10:49 main:574] : INFO : Epoch 1912 | loss: 0.0310154 | val_loss: 0.0312473 | Time: 2894.61 ms
[2022-03-08 17:10:52 main:574] : INFO : Epoch 1913 | loss: 0.0310106 | val_loss: 0.0312723 | Time: 2388.28 ms
[2022-03-08 17:10:54 main:574] : INFO : Epoch 1914 | loss: 0.0310065 | val_loss: 0.0312687 | Time: 2382.91 ms
[2022-03-08 17:10:57 main:574] : INFO : Epoch 1915 | loss: 0.0310128 | val_loss: 0.0312714 | Time: 3412.63 ms
[2022-03-08 17:11:02 main:574] : INFO : Epoch 1916 | loss: 0.0310159 | val_loss: 0.0312606 | Time: 4660.84 ms
[2022-03-08 17:11:05 main:574] : INFO : Epoch 1917 | loss: 0.0310464 | val_loss: 0.0312404 | Time: 2915.31 ms
[2022-03-08 17:11:08 main:574] : INFO : Epoch 1918 | loss: 0.031049 | val_loss: 0.0312432 | Time: 2436.04 ms
[2022-03-08 17:11:10 main:574] : INFO : Epoch 1919 | loss: 0.0310188 | val_loss: 0.0312583 | Time: 2474.49 ms
[2022-03-08 17:11:13 main:574] : INFO : Epoch 1920 | loss: 0.0310106 | val_loss: 0.0312582 | Time: 2648.2 ms
[2022-03-08 17:11:17 main:574] : INFO : Epoch 1921 | loss: 0.0310055 | val_loss: 0.0312817 | Time: 3779.73 ms
[2022-03-08 17:11:19 main:574] : INFO : Epoch 1922 | loss: 0.0310129 | val_loss: 0.0312644 | Time: 2475.04 ms
[2022-03-08 17:11:22 main:574] : INFO : Epoch 1923 | loss: 0.0310048 | val_loss: 0.0312593 | Time: 2373.25 ms
[2022-03-08 17:11:25 main:574] : INFO : Epoch 1924 | loss: 0.0310031 | val_loss: 0.0312473 | Time: 2850.31 ms
[2022-03-08 17:11:27 main:574] : INFO : Epoch 1925 | loss: 0.0310096 | val_loss: 0.0312579 | Time: 2513.61 ms
[2022-03-08 17:11:30 main:574] : INFO : Epoch 1926 | loss: 0.0310203 | val_loss: 0.0312574 | Time: 2420.36 ms
[2022-03-08 17:11:32 main:574] : INFO : Epoch 1927 | loss: 0.0310092 | val_loss: 0.0312512 | Time: 2885.89 ms
[2022-03-08 17:11:35 main:574] : INFO : Epoch 1928 | loss: 0.0310077 | val_loss: 0.031265 | Time: 2670.72 ms
[2022-03-08 17:11:38 main:574] : INFO : Epoch 1929 | loss: 0.031009 | val_loss: 0.0312619 | Time: 2990.4 ms
[2022-03-08 17:11:41 main:574] : INFO : Epoch 1930 | loss: 0.0310064 | val_loss: 0.0312867 | Time: 2821.62 ms
[2022-03-08 17:11:45 main:574] : INFO : Epoch 1931 | loss: 0.0309995 | val_loss: 0.0312688 | Time: 3486.89 ms
[2022-03-08 17:11:49 main:574] : INFO : Epoch 1932 | loss: 0.0310083 | val_loss: 0.0312627 | Time: 3888.86 ms
[2022-03-08 17:11:51 main:574] : INFO : Epoch 1933 | loss: 0.031003 | val_loss: 0.031275 | Time: 2778.84 ms
[2022-03-08 17:11:54 main:574] : INFO : Epoch 1934 | loss: 0.0310111 | val_loss: 0.0312764 | Time: 3080.97 ms
[2022-03-08 17:11:57 main:574] : INFO : Epoch 1935 | loss: 0.0310131 | val_loss: 0.0312508 | Time: 2864.71 ms
[2022-03-08 17:12:00 main:574] : INFO : Epoch 1936 | loss: 0.0310116 | val_loss: 0.0312629 | Time: 2832.18 ms
[2022-03-08 17:12:03 main:574] : INFO : Epoch 1937 | loss: 0.031001 | val_loss: 0.0312747 | Time: 2486.85 ms
[2022-03-08 17:12:06 main:574] : INFO : Epoch 1938 | loss: 0.031005 | val_loss: 0.0312735 | Time: 2718.51 ms
[2022-03-08 17:12:08 main:574] : INFO : Epoch 1939 | loss: 0.0310174 | val_loss: 0.0312548 | Time: 2380.01 ms
[2022-03-08 17:12:11 main:574] : INFO : Epoch 1940 | loss: 0.0310224 | val_loss: 0.0312143 | Time: 2605.26 ms
[2022-03-08 17:12:13 main:574] : INFO : Epoch 1941 | loss: 0.0310901 | val_loss: 0.0312069 | Time: 2498.51 ms
[2022-03-08 17:12:16 main:574] : INFO : Epoch 1942 | loss: 0.0310443 | val_loss: 0.0312443 | Time: 2513.27 ms
[2022-03-08 17:12:18 main:574] : INFO : Epoch 1943 | loss: 0.0310208 | val_loss: 0.0312585 | Time: 2367.47 ms
[2022-03-08 17:12:21 main:574] : INFO : Epoch 1944 | loss: 0.0310079 | val_loss: 0.031254 | Time: 2380.11 ms
[2022-03-08 17:12:23 main:574] : INFO : Epoch 1945 | loss: 0.0310114 | val_loss: 0.0312658 | Time: 2363.52 ms
[2022-03-08 17:12:25 main:574] : INFO : Epoch 1946 | loss: 0.0310077 | val_loss: 0.0312609 | Time: 2341.39 ms
[2022-03-08 17:12:28 main:574] : INFO : Epoch 1947 | loss: 0.0310191 | val_loss: 0.0312673 | Time: 2381.82 ms
[2022-03-08 17:12:30 main:574] : INFO : Epoch 1948 | loss: 0.0310282 | val_loss: 0.031259 | Time: 2603.16 ms
[2022-03-08 17:12:33 main:574] : INFO : Epoch 1949 | loss: 0.0310123 | val_loss: 0.0312652 | Time: 2317.88 ms
[2022-03-08 17:12:35 main:574] : INFO : Epoch 1950 | loss: 0.0310048 | val_loss: 0.0312546 | Time: 2339.54 ms
[2022-03-08 17:12:38 main:574] : INFO : Epoch 1951 | loss: 0.0310102 | val_loss: 0.0312804 | Time: 2400.63 ms
[2022-03-08 17:12:40 main:574] : INFO : Epoch 1952 | loss: 0.0310036 | val_loss: 0.0312708 | Time: 2616.91 ms
[2022-03-08 17:12:44 main:574] : INFO : Epoch 1953 | loss: 0.0310087 | val_loss: 0.0312617 | Time: 3354.39 ms
[2022-03-08 17:12:46 main:574] : INFO : Epoch 1954 | loss: 0.0310203 | val_loss: 0.0312453 | Time: 2372.82 ms
[2022-03-08 17:12:48 main:574] : INFO : Epoch 1955 | loss: 0.0310185 | val_loss: 0.0312456 | Time: 2314.18 ms
[2022-03-08 17:12:51 main:574] : INFO : Epoch 1956 | loss: 0.0310137 | val_loss: 0.0312603 | Time: 2702.24 ms
[2022-03-08 17:12:54 main:574] : INFO : Epoch 1957 | loss: 0.0310093 | val_loss: 0.0312822 | Time: 2907.41 ms
[2022-03-08 17:12:57 main:574] : INFO : Epoch 1958 | loss: 0.0310094 | val_loss: 0.0312572 | Time: 2332.56 ms
[2022-03-08 17:13:00 main:574] : INFO : Epoch 1959 | loss: 0.0310044 | val_loss: 0.0312644 | Time: 2992.85 ms
[2022-03-08 17:13:02 main:574] : INFO : Epoch 1960 | loss: 0.0310053 | val_loss: 0.0312802 | Time: 2735.82 ms
[2022-03-08 17:13:05 main:574] : INFO : Epoch 1961 | loss: 0.0310053 | val_loss: 0.0312673 | Time: 2898.58 ms
[2022-03-08 17:13:08 main:574] : INFO : Epoch 1962 | loss: 0.0310119 | val_loss: 0.0312539 | Time: 2952.13 ms
[2022-03-08 17:13:11 main:574] : INFO : Epoch 1963 | loss: 0.0310159 | val_loss: 0.0312784 | Time: 2667.26 ms
[2022-03-08 17:13:14 main:574] : INFO : Epoch 1964 | loss: 0.0310161 | val_loss: 0.0312745 | Time: 2760.17 ms
[2022-03-08 17:13:17 main:574] : INFO : Epoch 1965 | loss: 0.0310157 | val_loss: 0.0312444 | Time: 2866.41 ms
[2022-03-08 17:13:20 main:574] : INFO : Epoch 1966 | loss: 0.0310151 | val_loss: 0.0312618 | Time: 2731.31 ms
[2022-03-08 17:13:22 main:574] : INFO : Epoch 1967 | loss: 0.03102 | val_loss: 0.0312787 | Time: 2655.53 ms
[2022-03-08 17:13:25 main:574] : INFO : Epoch 1968 | loss: 0.0310106 | val_loss: 0.0312564 | Time: 2619.17 ms
[2022-03-08 17:13:29 main:574] : INFO : Epoch 1969 | loss: 0.031033 | val_loss: 0.0312184 | Time: 3587.2 ms
[2022-03-08 17:13:31 main:574] : INFO : Epoch 1970 | loss: 0.0311135 | val_loss: 0.0312287 | Time: 2386.81 ms
[2022-03-08 17:13:34 main:574] : INFO : Epoch 1971 | loss: 0.0310855 | val_loss: 0.0312973 | Time: 2518.11 ms
[2022-03-08 17:13:37 main:574] : INFO : Epoch 1972 | loss: 0.0310762 | val_loss: 0.0312599 | Time: 3244.06 ms
[2022-03-08 17:13:40 main:574] : INFO : Epoch 1973 | loss: 0.0310292 | val_loss: 0.0312481 | Time: 2684.29 ms
[2022-03-08 17:13:42 main:574] : INFO : Epoch 1974 | loss: 0.031017 | val_loss: 0.0312594 | Time: 2764.57 ms
[2022-03-08 17:13:45 main:574] : INFO : Epoch 1975 | loss: 0.0310146 | val_loss: 0.0312343 | Time: 2635.87 ms
[2022-03-08 17:13:48 main:574] : INFO : Epoch 1976 | loss: 0.0310114 | val_loss: 0.0312418 | Time: 2745.11 ms
[2022-03-08 17:13:51 main:574] : INFO : Epoch 1977 | loss: 0.0310118 | val_loss: 0.0312534 | Time: 2579.17 ms
[2022-03-08 17:13:53 main:574] : INFO : Epoch 1978 | loss: 0.0310143 | val_loss: 0.0312429 | Time: 2712.29 ms
[2022-03-08 17:13:56 main:574] : INFO : Epoch 1979 | loss: 0.0310109 | val_loss: 0.0312729 | Time: 3053.19 ms
[2022-03-08 17:13:59 main:574] : INFO : Epoch 1980 | loss: 0.0310071 | val_loss: 0.0312632 | Time: 2785.83 ms
[2022-03-08 17:14:02 main:574] : INFO : Epoch 1981 | loss: 0.0310094 | val_loss: 0.0312568 | Time: 2744.76 ms
[2022-03-08 17:14:05 main:574] : INFO : Epoch 1982 | loss: 0.031012 | val_loss: 0.0312862 | Time: 3304.95 ms
[2022-03-08 17:14:08 main:574] : INFO : Epoch 1983 | loss: 0.0310063 | val_loss: 0.0312507 | Time: 2904.95 ms
[2022-03-08 17:14:11 main:574] : INFO : Epoch 1984 | loss: 0.0310202 | val_loss: 0.0312535 | Time: 2440.9 ms
[2022-03-08 17:14:13 main:574] : INFO : Epoch 1985 | loss: 0.0310117 | val_loss: 0.03126 | Time: 2394.41 ms
[2022-03-08 17:14:16 main:574] : INFO : Epoch 1986 | loss: 0.0310122 | val_loss: 0.0312789 | Time: 2669.32 ms
[2022-03-08 17:14:18 main:574] : INFO : Epoch 1987 | loss: 0.0310108 | val_loss: 0.0312578 | Time: 2446.15 ms
[2022-03-08 17:14:21 main:574] : INFO : Epoch 1988 | loss: 0.0310104 | val_loss: 0.0312649 | Time: 2333.62 ms
[2022-03-08 17:14:24 main:574] : INFO : Epoch 1989 | loss: 0.0310047 | val_loss: 0.031271 | Time: 2711.17 ms
[2022-03-08 17:14:26 main:574] : INFO : Epoch 1990 | loss: 0.0310114 | val_loss: 0.0312386 | Time: 2766.45 ms
[2022-03-08 17:14:29 main:574] : INFO : Epoch 1991 | loss: 0.0310105 | val_loss: 0.0312697 | Time: 2347.23 ms
[2022-03-08 17:14:31 main:574] : INFO : Epoch 1992 | loss: 0.0310126 | val_loss: 0.0312628 | Time: 2360.11 ms
[2022-03-08 17:14:33 main:574] : INFO : Epoch 1993 | loss: 0.0310104 | val_loss: 0.0312619 | Time: 2320.84 ms
[2022-03-08 17:14:36 main:574] : INFO : Epoch 1994 | loss: 0.0310399 | val_loss: 0.0312238 | Time: 2423.26 ms
[2022-03-08 17:14:39 main:574] : INFO : Epoch 1995 | loss: 0.031041 | val_loss: 0.0312448 | Time: 2608.64 ms
[2022-03-08 17:14:42 main:574] : INFO : Epoch 1996 | loss: 0.0310165 | val_loss: 0.0312464 | Time: 3609.09 ms
[2022-03-08 17:14:47 main:574] : INFO : Epoch 1997 | loss: 0.0310079 | val_loss: 0.0312386 | Time: 4426.02 ms
[2022-03-08 17:14:49 main:574] : INFO : Epoch 1998 | loss: 0.0310201 | val_loss: 0.0312435 | Time: 2414.74 ms
[2022-03-08 17:14:52 main:574] : INFO : Epoch 1999 | loss: 0.0310102 | val_loss: 0.0312791 | Time: 3036.94 ms
[2022-03-08 17:14:55 main:574] : INFO : Epoch 2000 | loss: 0.0310013 | val_loss: 0.0312623 | Time: 2445.95 ms
[2022-03-08 17:14:57 main:574] : INFO : Epoch 2001 | loss: 0.030999 | val_loss: 0.0312803 | Time: 2358.32 ms
[2022-03-08 17:15:00 main:574] : INFO : Epoch 2002 | loss: 0.0310044 | val_loss: 0.031271 | Time: 2462.02 ms
[2022-03-08 17:15:02 main:574] : INFO : Epoch 2003 | loss: 0.0310124 | val_loss: 0.0312527 | Time: 2570.41 ms
[2022-03-08 17:15:05 main:574] : INFO : Epoch 2004 | loss: 0.0310172 | val_loss: 0.0312578 | Time: 2372.09 ms
[2022-03-08 17:15:07 main:574] : INFO : Epoch 2005 | loss: 0.0310204 | val_loss: 0.0312498 | Time: 2355.19 ms
[2022-03-08 17:15:10 main:574] : INFO : Epoch 2006 | loss: 0.0310135 | val_loss: 0.0312483 | Time: 3321.08 ms
[2022-03-08 17:15:13 main:574] : INFO : Epoch 2007 | loss: 0.0310046 | val_loss: 0.0312702 | Time: 2513.6 ms
[2022-03-08 17:15:16 main:574] : INFO : Epoch 2008 | loss: 0.0310049 | val_loss: 0.0312566 | Time: 2717.51 ms
[2022-03-08 17:15:19 main:574] : INFO : Epoch 2009 | loss: 0.0310037 | val_loss: 0.0312522 | Time: 2897.34 ms
[2022-03-08 17:15:21 main:574] : INFO : Epoch 2010 | loss: 0.0310029 | val_loss: 0.031246 | Time: 2391.89 ms
[2022-03-08 17:15:23 main:574] : INFO : Epoch 2011 | loss: 0.0310081 | val_loss: 0.0312715 | Time: 2390.06 ms
[2022-03-08 17:15:27 main:574] : INFO : Epoch 2012 | loss: 0.0310033 | val_loss: 0.0312705 | Time: 3172.22 ms
[2022-03-08 17:15:30 main:574] : INFO : Epoch 2013 | loss: 0.0310057 | val_loss: 0.0312633 | Time: 2977.54 ms
[2022-03-08 17:15:33 main:574] : INFO : Epoch 2014 | loss: 0.0310046 | val_loss: 0.0312595 | Time: 2894.19 ms
[2022-03-08 17:15:35 main:574] : INFO : Epoch 2015 | loss: 0.0310124 | val_loss: 0.0312472 | Time: 2624.15 ms
[2022-03-08 17:15:38 main:574] : INFO : Epoch 2016 | loss: 0.0310118 | val_loss: 0.0312293 | Time: 2961.31 ms
[2022-03-08 17:15:41 main:574] : INFO : Epoch 2017 | loss: 0.0310432 | val_loss: 0.0312653 | Time: 2838.47 ms
[2022-03-08 17:15:44 main:574] : INFO : Epoch 2018 | loss: 0.031032 | val_loss: 0.0312633 | Time: 2742.64 ms
[2022-03-08 17:15:47 main:574] : INFO : Epoch 2019 | loss: 0.031011 | val_loss: 0.0312568 | Time: 2646.29 ms
[2022-03-08 17:15:49 main:574] : INFO : Epoch 2020 | loss: 0.0310079 | val_loss: 0.0312681 | Time: 2735.65 ms
[2022-03-08 17:15:52 main:574] : INFO : Epoch 2021 | loss: 0.0310074 | val_loss: 0.0312787 | Time: 2512.04 ms
[2022-03-08 17:15:55 main:574] : INFO : Epoch 2022 | loss: 0.0310026 | val_loss: 0.031274 | Time: 2598.54 ms
[2022-03-08 17:15:57 main:574] : INFO : Epoch 2023 | loss: 0.0310064 | val_loss: 0.0312507 | Time: 2822.74 ms
[2022-03-08 17:16:00 main:574] : INFO : Epoch 2024 | loss: 0.0310089 | val_loss: 0.0312973 | Time: 2670.15 ms
[2022-03-08 17:16:03 main:574] : INFO : Epoch 2025 | loss: 0.0310812 | val_loss: 0.0312324 | Time: 2533.76 ms
[2022-03-08 17:16:05 main:574] : INFO : Epoch 2026 | loss: 0.031043 | val_loss: 0.0312345 | Time: 2599.83 ms
[2022-03-08 17:16:08 main:574] : INFO : Epoch 2027 | loss: 0.0310161 | val_loss: 0.03125 | Time: 2360.27 ms
[2022-03-08 17:16:10 main:574] : INFO : Epoch 2028 | loss: 0.0310124 | val_loss: 0.0312568 | Time: 2519.94 ms
[2022-03-08 17:16:13 main:574] : INFO : Epoch 2029 | loss: 0.0310065 | val_loss: 0.0312764 | Time: 2405.01 ms
[2022-03-08 17:16:16 main:574] : INFO : Epoch 2030 | loss: 0.0310078 | val_loss: 0.0312706 | Time: 3044.27 ms
[2022-03-08 17:16:19 main:574] : INFO : Epoch 2031 | loss: 0.0310054 | val_loss: 0.0312588 | Time: 2633.96 ms
[2022-03-08 17:16:21 main:574] : INFO : Epoch 2032 | loss: 0.0310109 | val_loss: 0.0312662 | Time: 2392.66 ms
[2022-03-08 17:16:24 main:574] : INFO : Epoch 2033 | loss: 0.0310095 | val_loss: 0.0312565 | Time: 2755.43 ms
[2022-03-08 17:16:26 main:574] : INFO : Epoch 2034 | loss: 0.0310108 | val_loss: 0.0312544 | Time: 2347.56 ms
[2022-03-08 17:16:29 main:574] : INFO : Epoch 2035 | loss: 0.0310175 | val_loss: 0.0312548 | Time: 2359.68 ms
[2022-03-08 17:16:31 main:574] : INFO : Epoch 2036 | loss: 0.0310227 | val_loss: 0.0312454 | Time: 2389.65 ms
[2022-03-08 17:16:34 main:574] : INFO : Epoch 2037 | loss: 0.0310181 | val_loss: 0.0312508 | Time: 2369.31 ms
[2022-03-08 17:16:36 main:574] : INFO : Epoch 2038 | loss: 0.0310126 | val_loss: 0.0312662 | Time: 2563.69 ms
[2022-03-08 17:16:39 main:574] : INFO : Epoch 2039 | loss: 0.0311588 | val_loss: 0.0312502 | Time: 3043.28 ms
[2022-03-08 17:16:42 main:574] : INFO : Epoch 2040 | loss: 0.0312264 | val_loss: 0.0312158 | Time: 2757.29 ms
[2022-03-08 17:16:45 main:574] : INFO : Epoch 2041 | loss: 0.0312054 | val_loss: 0.0311923 | Time: 2542.83 ms
[2022-03-08 17:16:47 main:574] : INFO : Epoch 2042 | loss: 0.031175 | val_loss: 0.0311794 | Time: 2524.93 ms
[2022-03-08 17:16:50 main:574] : INFO : Epoch 2043 | loss: 0.0311605 | val_loss: 0.0311727 | Time: 3282.55 ms
[2022-03-08 17:16:53 main:574] : INFO : Epoch 2044 | loss: 0.0311539 | val_loss: 0.0311728 | Time: 2931.04 ms
[2022-03-08 17:16:56 main:574] : INFO : Epoch 2045 | loss: 0.0311539 | val_loss: 0.0311739 | Time: 2437.25 ms
[2022-03-08 17:16:58 main:574] : INFO : Epoch 2046 | loss: 0.0311512 | val_loss: 0.0311717 | Time: 2460.72 ms
[2022-03-08 17:17:01 main:574] : INFO : Epoch 2047 | loss: 0.0311439 | val_loss: 0.0311733 | Time: 2876.64 ms
[2022-03-08 17:17:04 main:574] : INFO : Epoch 2048 | loss: 0.0311438 | val_loss: 0.0311681 | Time: 2806.51 ms
[2022-03-08 17:17:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311681
[2022-03-08 17:17:04 main:603] : INFO : Saving end state to config to file
[2022-03-08 17:17:04 main:608] : INFO : Success, exiting..
17:17:04 (1556): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)