Task 14624340

Name ParityModified-1647043941-19535-3-0_1
Workunit 11575276
Created 18 Apr 2022, 22:15:18 UTC
Sent 18 Apr 2022, 22:15:53 UTC
Report deadline 26 Apr 2022, 22:15:53 UTC
Received 24 Apr 2022, 14:08:28 UTC
Server state Over
Outcome Validate error
Client state Done
Exit status 0 (0x00000000)
Computer ID 11597
Run time 1 hours 24 min 45 sec
CPU time 1 hours 24 min 35 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 3,095.72 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.80 (cuda10200)
x86_64-pc-linux-gnu
Peak working set size 2.32 GB
Peak swap size 10.42 GB
Peak disk usage 2.99 GB

Stderr output

<core_client_version>7.16.16</core_client_version>
<![CDATA[
<stderr_txt>
 Time: 2426.1 ms
[2022-04-24 07:45:49	                main:581]	:	INFO	:	Epoch 1520 | loss: 0.0312459 | val_loss: 0.0312447 | Time: 2422.13 ms
[2022-04-24 07:45:52	                main:581]	:	INFO	:	Epoch 1521 | loss: 0.0312468 | val_loss: 0.0312489 | Time: 2434.36 ms
[2022-04-24 07:45:54	                main:581]	:	INFO	:	Epoch 1522 | loss: 0.0312465 | val_loss: 0.0312453 | Time: 2426.82 ms
[2022-04-24 07:45:56	                main:581]	:	INFO	:	Epoch 1523 | loss: 0.0312469 | val_loss: 0.031248 | Time: 2425.89 ms
[2022-04-24 07:45:59	                main:581]	:	INFO	:	Epoch 1524 | loss: 0.0312475 | val_loss: 0.0312458 | Time: 2429.72 ms
[2022-04-24 07:46:01	                main:581]	:	INFO	:	Epoch 1525 | loss: 0.0312483 | val_loss: 0.0312481 | Time: 2435.08 ms
[2022-04-24 07:46:04	                main:581]	:	INFO	:	Epoch 1526 | loss: 0.0312472 | val_loss: 0.0312455 | Time: 2425.98 ms
[2022-04-24 07:46:06	                main:581]	:	INFO	:	Epoch 1527 | loss: 0.031246 | val_loss: 0.0312461 | Time: 2422.94 ms
[2022-04-24 07:46:09	                main:581]	:	INFO	:	Epoch 1528 | loss: 0.0312476 | val_loss: 0.0312461 | Time: 2424.75 ms
[2022-04-24 07:46:11	                main:581]	:	INFO	:	Epoch 1529 | loss: 0.0312475 | val_loss: 0.0312479 | Time: 2424.96 ms
[2022-04-24 07:46:13	                main:581]	:	INFO	:	Epoch 1530 | loss: 0.0312473 | val_loss: 0.031245 | Time: 2430.27 ms
[2022-04-24 07:46:16	                main:581]	:	INFO	:	Epoch 1531 | loss: 0.0312461 | val_loss: 0.031247 | Time: 2422.57 ms
[2022-04-24 07:46:18	                main:581]	:	INFO	:	Epoch 1532 | loss: 0.0312464 | val_loss: 0.0312452 | Time: 2422.1 ms
[2022-04-24 07:46:21	                main:581]	:	INFO	:	Epoch 1533 | loss: 0.0312479 | val_loss: 0.0312484 | Time: 2418.99 ms
[2022-04-24 07:46:23	                main:581]	:	INFO	:	Epoch 1534 | loss: 0.0312489 | val_loss: 0.031246 | Time: 2429.67 ms
[2022-04-24 07:46:25	                main:581]	:	INFO	:	Epoch 1535 | loss: 0.031247 | val_loss: 0.0312475 | Time: 2424.87 ms
[2022-04-24 07:46:28	                main:581]	:	INFO	:	Epoch 1536 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 2421.57 ms
[2022-04-24 07:46:30	                main:581]	:	INFO	:	Epoch 1537 | loss: 0.031247 | val_loss: 0.0312453 | Time: 2427.26 ms
[2022-04-24 07:46:33	                main:581]	:	INFO	:	Epoch 1538 | loss: 0.031247 | val_loss: 0.0312456 | Time: 2425.08 ms
[2022-04-24 07:46:35	                main:581]	:	INFO	:	Epoch 1539 | loss: 0.0312481 | val_loss: 0.0312456 | Time: 2430.26 ms
[2022-04-24 07:46:38	                main:581]	:	INFO	:	Epoch 1540 | loss: 0.0312473 | val_loss: 0.031245 | Time: 2423.92 ms
[2022-04-24 07:46:40	                main:581]	:	INFO	:	Epoch 1541 | loss: 0.0312466 | val_loss: 0.0312474 | Time: 2417.65 ms
[2022-04-24 07:46:42	                main:581]	:	INFO	:	Epoch 1542 | loss: 0.0312472 | val_loss: 0.0312463 | Time: 2429.32 ms
[2022-04-24 07:46:45	                main:581]	:	INFO	:	Epoch 1543 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2421.37 ms
[2022-04-24 07:46:47	                main:581]	:	INFO	:	Epoch 1544 | loss: 0.0312489 | val_loss: 0.0312461 | Time: 2418.76 ms
[2022-04-24 07:46:50	                main:581]	:	INFO	:	Epoch 1545 | loss: 0.0312486 | val_loss: 0.0312452 | Time: 2424.79 ms
[2022-04-24 07:46:52	                main:581]	:	INFO	:	Epoch 1546 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 2426.01 ms
[2022-04-24 07:46:55	                main:581]	:	INFO	:	Epoch 1547 | loss: 0.031247 | val_loss: 0.0312457 | Time: 2421.36 ms
[2022-04-24 07:46:57	                main:581]	:	INFO	:	Epoch 1548 | loss: 0.0312466 | val_loss: 0.0312456 | Time: 2420.21 ms
[2022-04-24 07:46:59	                main:581]	:	INFO	:	Epoch 1549 | loss: 0.0312483 | val_loss: 0.0312451 | Time: 2432.12 ms
[2022-04-24 07:47:02	                main:581]	:	INFO	:	Epoch 1550 | loss: 0.0312474 | val_loss: 0.031246 | Time: 2428.63 ms
[2022-04-24 07:47:04	                main:581]	:	INFO	:	Epoch 1551 | loss: 0.0312467 | val_loss: 0.0312456 | Time: 2419.71 ms
[2022-04-24 07:47:07	                main:581]	:	INFO	:	Epoch 1552 | loss: 0.0312465 | val_loss: 0.0312449 | Time: 2423 ms
[2022-04-24 07:47:09	                main:581]	:	INFO	:	Epoch 1553 | loss: 0.031247 | val_loss: 0.0312463 | Time: 2433.68 ms
[2022-04-24 07:47:12	                main:581]	:	INFO	:	Epoch 1554 | loss: 0.0312472 | val_loss: 0.0312469 | Time: 2421.59 ms
[2022-04-24 07:47:14	                main:581]	:	INFO	:	Epoch 1555 | loss: 0.0312463 | val_loss: 0.031245 | Time: 2422.88 ms
[2022-04-24 07:47:16	                main:581]	:	INFO	:	Epoch 1556 | loss: 0.031247 | val_loss: 0.0312447 | Time: 2424.32 ms
[2022-04-24 07:47:19	                main:581]	:	INFO	:	Epoch 1557 | loss: 0.0312472 | val_loss: 0.0312452 | Time: 2420.23 ms
[2022-04-24 07:47:21	                main:581]	:	INFO	:	Epoch 1558 | loss: 0.0312466 | val_loss: 0.0312454 | Time: 2416.7 ms
[2022-04-24 07:47:24	                main:581]	:	INFO	:	Epoch 1559 | loss: 0.0312478 | val_loss: 0.031246 | Time: 2466.2 ms
[2022-04-24 07:47:26	                main:581]	:	INFO	:	Epoch 1560 | loss: 0.031247 | val_loss: 0.0312451 | Time: 2484.38 ms
[2022-04-24 07:47:29	                main:581]	:	INFO	:	Epoch 1561 | loss: 0.0312472 | val_loss: 0.0312451 | Time: 2483.72 ms
[2022-04-24 07:47:31	                main:581]	:	INFO	:	Epoch 1562 | loss: 0.0312471 | val_loss: 0.031246 | Time: 2482.68 ms
[2022-04-24 07:47:34	                main:581]	:	INFO	:	Epoch 1563 | loss: 0.0312494 | val_loss: 0.0312468 | Time: 2483.77 ms
[2022-04-24 07:47:36	                main:581]	:	INFO	:	Epoch 1564 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 2481.19 ms
[2022-04-24 07:47:39	                main:581]	:	INFO	:	Epoch 1565 | loss: 0.0312482 | val_loss: 0.0312474 | Time: 2478.01 ms
[2022-04-24 07:47:41	                main:581]	:	INFO	:	Epoch 1566 | loss: 0.0312475 | val_loss: 0.0312475 | Time: 2481.43 ms
[2022-04-24 07:47:44	                main:581]	:	INFO	:	Epoch 1567 | loss: 0.0312484 | val_loss: 0.0312474 | Time: 2485.16 ms
[2022-04-24 07:47:46	                main:581]	:	INFO	:	Epoch 1568 | loss: 0.0312469 | val_loss: 0.0312452 | Time: 2485.19 ms
[2022-04-24 07:47:49	                main:581]	:	INFO	:	Epoch 1569 | loss: 0.0312476 | val_loss: 0.0312447 | Time: 2489.12 ms
[2022-04-24 07:47:51	                main:581]	:	INFO	:	Epoch 1570 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 2483.88 ms
[2022-04-24 07:47:54	                main:581]	:	INFO	:	Epoch 1571 | loss: 0.0312469 | val_loss: 0.031247 | Time: 2487.17 ms
[2022-04-24 07:47:56	                main:581]	:	INFO	:	Epoch 1572 | loss: 0.0312465 | val_loss: 0.0312459 | Time: 2486.8 ms
[2022-04-24 07:47:59	                main:581]	:	INFO	:	Epoch 1573 | loss: 0.0312476 | val_loss: 0.0312457 | Time: 2489.15 ms
[2022-04-24 07:48:01	                main:581]	:	INFO	:	Epoch 1574 | loss: 0.0312464 | val_loss: 0.031245 | Time: 2486.72 ms
[2022-04-24 07:48:03	                main:581]	:	INFO	:	Epoch 1575 | loss: 0.0312467 | val_loss: 0.031249 | Time: 2487.87 ms
[2022-04-24 07:48:06	                main:581]	:	INFO	:	Epoch 1576 | loss: 0.0312491 | val_loss: 0.0312458 | Time: 2489.73 ms
[2022-04-24 07:48:08	                main:581]	:	INFO	:	Epoch 1577 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 2491.9 ms
[2022-04-24 07:48:11	                main:581]	:	INFO	:	Epoch 1578 | loss: 0.0312477 | val_loss: 0.0312458 | Time: 2485.44 ms
[2022-04-24 07:48:13	                main:581]	:	INFO	:	Epoch 1579 | loss: 0.0312486 | val_loss: 0.0312459 | Time: 2488.56 ms
[2022-04-24 07:48:16	                main:581]	:	INFO	:	Epoch 1580 | loss: 0.0312468 | val_loss: 0.0312479 | Time: 2487.78 ms
[2022-04-24 07:48:18	                main:581]	:	INFO	:	Epoch 1581 | loss: 0.0312485 | val_loss: 0.0312471 | Time: 2488.12 ms
[2022-04-24 07:48:21	                main:581]	:	INFO	:	Epoch 1582 | loss: 0.0312477 | val_loss: 0.0312475 | Time: 2486.42 ms
[2022-04-24 07:48:23	                main:581]	:	INFO	:	Epoch 1583 | loss: 0.0312471 | val_loss: 0.031247 | Time: 2493.49 ms
[2022-04-24 07:48:26	                main:581]	:	INFO	:	Epoch 1584 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 2492.61 ms
[2022-04-24 07:48:28	                main:581]	:	INFO	:	Epoch 1585 | loss: 0.0312476 | val_loss: 0.0312504 | Time: 2490.16 ms
[2022-04-24 07:48:31	                main:581]	:	INFO	:	Epoch 1586 | loss: 0.0312485 | val_loss: 0.0312482 | Time: 2486.14 ms
[2022-04-24 07:48:33	                main:581]	:	INFO	:	Epoch 1587 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 2491.05 ms
[2022-04-24 07:48:36	                main:581]	:	INFO	:	Epoch 1588 | loss: 0.0312477 | val_loss: 0.0312454 | Time: 2491.6 ms
[2022-04-24 07:48:38	                main:581]	:	INFO	:	Epoch 1589 | loss: 0.0312472 | val_loss: 0.0312448 | Time: 2495.74 ms
[2022-04-24 07:48:41	                main:581]	:	INFO	:	Epoch 1590 | loss: 0.0312469 | val_loss: 0.0312447 | Time: 2487.38 ms
[2022-04-24 07:48:43	                main:581]	:	INFO	:	Epoch 1591 | loss: 0.0312466 | val_loss: 0.0312461 | Time: 2494.14 ms
[2022-04-24 07:48:46	                main:581]	:	INFO	:	Epoch 1592 | loss: 0.0312466 | val_loss: 0.0312483 | Time: 2490.11 ms
[2022-04-24 07:48:48	                main:581]	:	INFO	:	Epoch 1593 | loss: 0.0312473 | val_loss: 0.0312447 | Time: 2485.95 ms
[2022-04-24 07:48:51	                main:581]	:	INFO	:	Epoch 1594 | loss: 0.0312476 | val_loss: 0.0312449 | Time: 2487.05 ms
[2022-04-24 07:48:53	                main:581]	:	INFO	:	Epoch 1595 | loss: 0.0312468 | val_loss: 0.0312445 | Time: 2490.82 ms
[2022-04-24 07:48:56	                main:581]	:	INFO	:	Epoch 1596 | loss: 0.0312464 | val_loss: 0.0312451 | Time: 2486.48 ms
[2022-04-24 07:48:58	                main:581]	:	INFO	:	Epoch 1597 | loss: 0.0312493 | val_loss: 0.0312531 | Time: 2491.1 ms
[2022-04-24 07:49:01	                main:581]	:	INFO	:	Epoch 1598 | loss: 0.0312485 | val_loss: 0.0312467 | Time: 2484.17 ms
[2022-04-24 07:49:03	                main:581]	:	INFO	:	Epoch 1599 | loss: 0.0312467 | val_loss: 0.0312484 | Time: 2491.92 ms
[2022-04-24 07:49:06	                main:581]	:	INFO	:	Epoch 1600 | loss: 0.031247 | val_loss: 0.0312444 | Time: 2490.65 ms
[2022-04-24 07:49:08	                main:581]	:	INFO	:	Epoch 1601 | loss: 0.0312491 | val_loss: 0.0312449 | Time: 2490.11 ms
[2022-04-24 07:49:11	                main:581]	:	INFO	:	Epoch 1602 | loss: 0.0312477 | val_loss: 0.0312461 | Time: 2489.96 ms
[2022-04-24 07:49:13	                main:581]	:	INFO	:	Epoch 1603 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 2487.45 ms
[2022-04-24 07:49:16	                main:581]	:	INFO	:	Epoch 1604 | loss: 0.0312464 | val_loss: 0.0312448 | Time: 2487.71 ms
[2022-04-24 07:49:18	                main:581]	:	INFO	:	Epoch 1605 | loss: 0.0312469 | val_loss: 0.0312452 | Time: 2487.94 ms
[2022-04-24 07:49:21	                main:581]	:	INFO	:	Epoch 1606 | loss: 0.0312484 | val_loss: 0.031245 | Time: 2485.4 ms
[2022-04-24 07:49:23	                main:581]	:	INFO	:	Epoch 1607 | loss: 0.0312482 | val_loss: 0.0312456 | Time: 2486.76 ms
[2022-04-24 07:49:26	                main:581]	:	INFO	:	Epoch 1608 | loss: 0.031247 | val_loss: 0.0312465 | Time: 2484.25 ms
[2022-04-24 07:49:28	                main:581]	:	INFO	:	Epoch 1609 | loss: 0.0312511 | val_loss: 0.0312459 | Time: 2491.09 ms
[2022-04-24 07:49:31	                main:581]	:	INFO	:	Epoch 1610 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 2492.52 ms
[2022-04-24 07:49:33	                main:581]	:	INFO	:	Epoch 1611 | loss: 0.031247 | val_loss: 0.0312445 | Time: 2486.78 ms
[2022-04-24 07:49:36	                main:581]	:	INFO	:	Epoch 1612 | loss: 0.0312465 | val_loss: 0.0312448 | Time: 2487.31 ms
[2022-04-24 07:49:38	                main:581]	:	INFO	:	Epoch 1613 | loss: 0.0312485 | val_loss: 0.0312479 | Time: 2488.79 ms
[2022-04-24 07:49:41	                main:581]	:	INFO	:	Epoch 1614 | loss: 0.0312497 | val_loss: 0.0312458 | Time: 2485.78 ms
[2022-04-24 07:49:43	                main:581]	:	INFO	:	Epoch 1615 | loss: 0.0312487 | val_loss: 0.0312446 | Time: 2483.07 ms
[2022-04-24 07:49:46	                main:581]	:	INFO	:	Epoch 1616 | loss: 0.0312464 | val_loss: 0.0312443 | Time: 2492.03 ms
[2022-04-24 07:49:48	                main:581]	:	INFO	:	Epoch 1617 | loss: 0.031247 | val_loss: 0.0312447 | Time: 2484.23 ms
[2022-04-24 07:49:51	                main:581]	:	INFO	:	Epoch 1618 | loss: 0.031247 | val_loss: 0.0312452 | Time: 2482.53 ms
[2022-04-24 07:49:53	                main:581]	:	INFO	:	Epoch 1619 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 2485.14 ms
[2022-04-24 07:49:55	                main:581]	:	INFO	:	Epoch 1620 | loss: 0.031248 | val_loss: 0.0312466 | Time: 2485.69 ms
[2022-04-24 07:49:58	                main:581]	:	INFO	:	Epoch 1621 | loss: 0.0312472 | val_loss: 0.0312466 | Time: 2485.76 ms
[2022-04-24 07:50:00	                main:581]	:	INFO	:	Epoch 1622 | loss: 0.031247 | val_loss: 0.0312462 | Time: 2490.86 ms
[2022-04-24 07:50:03	                main:581]	:	INFO	:	Epoch 1623 | loss: 0.0312472 | val_loss: 0.0312484 | Time: 2488.89 ms
[2022-04-24 07:50:05	                main:581]	:	INFO	:	Epoch 1624 | loss: 0.0312485 | val_loss: 0.0312469 | Time: 2488.83 ms
[2022-04-24 07:50:08	                main:581]	:	INFO	:	Epoch 1625 | loss: 0.0312471 | val_loss: 0.031246 | Time: 2486.57 ms
[2022-04-24 07:50:10	                main:581]	:	INFO	:	Epoch 1626 | loss: 0.031247 | val_loss: 0.031248 | Time: 2480.9 ms
[2022-04-24 07:50:13	                main:581]	:	INFO	:	Epoch 1627 | loss: 0.0312469 | val_loss: 0.0312448 | Time: 2487.01 ms
[2022-04-24 07:50:15	                main:581]	:	INFO	:	Epoch 1628 | loss: 0.0312465 | val_loss: 0.0312445 | Time: 2487.53 ms
[2022-04-24 07:50:18	                main:581]	:	INFO	:	Epoch 1629 | loss: 0.031247 | val_loss: 0.0312499 | Time: 2486.86 ms
[2022-04-24 07:50:20	                main:581]	:	INFO	:	Epoch 1630 | loss: 0.0312469 | val_loss: 0.0312475 | Time: 2489.61 ms
[2022-04-24 07:50:23	                main:581]	:	INFO	:	Epoch 1631 | loss: 0.0312477 | val_loss: 0.0312456 | Time: 2487.1 ms
[2022-04-24 07:50:25	                main:581]	:	INFO	:	Epoch 1632 | loss: 0.031246 | val_loss: 0.0312445 | Time: 2489.32 ms
[2022-04-24 07:50:28	                main:581]	:	INFO	:	Epoch 1633 | loss: 0.0312466 | val_loss: 0.031245 | Time: 2487.98 ms
[2022-04-24 07:50:30	                main:581]	:	INFO	:	Epoch 1634 | loss: 0.0312466 | val_loss: 0.0312451 | Time: 2488.63 ms
[2022-04-24 07:50:33	                main:581]	:	INFO	:	Epoch 1635 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 2484.49 ms
[2022-04-24 07:50:35	                main:581]	:	INFO	:	Epoch 1636 | loss: 0.0312467 | val_loss: 0.0312489 | Time: 2489.75 ms
[2022-04-24 07:50:38	                main:581]	:	INFO	:	Epoch 1637 | loss: 0.0312475 | val_loss: 0.031248 | Time: 2487.7 ms
[2022-04-24 07:50:40	                main:581]	:	INFO	:	Epoch 1638 | loss: 0.0312481 | val_loss: 0.0312451 | Time: 2492.77 ms
[2022-04-24 07:50:43	                main:581]	:	INFO	:	Epoch 1639 | loss: 0.0312467 | val_loss: 0.0312446 | Time: 2484.8 ms
[2022-04-24 07:50:45	                main:581]	:	INFO	:	Epoch 1640 | loss: 0.0312478 | val_loss: 0.0312511 | Time: 2488.42 ms
[2022-04-24 07:50:48	                main:581]	:	INFO	:	Epoch 1641 | loss: 0.0312501 | val_loss: 0.0312518 | Time: 2486.97 ms
[2022-04-24 07:50:50	                main:581]	:	INFO	:	Epoch 1642 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 2488.51 ms
[2022-04-24 07:50:53	                main:581]	:	INFO	:	Epoch 1643 | loss: 0.0312465 | val_loss: 0.031245 | Time: 2485.11 ms
[2022-04-24 07:50:55	                main:581]	:	INFO	:	Epoch 1644 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 2487.64 ms
[2022-04-24 07:50:58	                main:581]	:	INFO	:	Epoch 1645 | loss: 0.0312464 | val_loss: 0.0312443 | Time: 2488.48 ms
[2022-04-24 07:51:00	                main:581]	:	INFO	:	Epoch 1646 | loss: 0.0312469 | val_loss: 0.0312449 | Time: 2493.59 ms
[2022-04-24 07:51:03	                main:581]	:	INFO	:	Epoch 1647 | loss: 0.0312469 | val_loss: 0.0312456 | Time: 2485.7 ms
[2022-04-24 07:51:05	                main:581]	:	INFO	:	Epoch 1648 | loss: 0.0312472 | val_loss: 0.0312447 | Time: 2488.12 ms
[2022-04-24 07:51:08	                main:581]	:	INFO	:	Epoch 1649 | loss: 0.0312478 | val_loss: 0.0312442 | Time: 2484.91 ms
[2022-04-24 07:51:10	                main:581]	:	INFO	:	Epoch 1650 | loss: 0.0312468 | val_loss: 0.0312456 | Time: 2490.09 ms
[2022-04-24 07:51:13	                main:581]	:	INFO	:	Epoch 1651 | loss: 0.0312469 | val_loss: 0.0312464 | Time: 2486.19 ms
[2022-04-24 07:51:15	                main:581]	:	INFO	:	Epoch 1652 | loss: 0.0312469 | val_loss: 0.031245 | Time: 2485.54 ms
[2022-04-24 07:51:18	                main:581]	:	INFO	:	Epoch 1653 | loss: 0.0312469 | val_loss: 0.0312481 | Time: 2491.04 ms
[2022-04-24 07:51:20	                main:581]	:	INFO	:	Epoch 1654 | loss: 0.0312469 | val_loss: 0.0312449 | Time: 2487.23 ms
[2022-04-24 07:51:23	                main:581]	:	INFO	:	Epoch 1655 | loss: 0.0312462 | val_loss: 0.0312477 | Time: 2485.71 ms
[2022-04-24 07:51:25	                main:581]	:	INFO	:	Epoch 1656 | loss: 0.0312466 | val_loss: 0.0312468 | Time: 2488.52 ms
[2022-04-24 07:51:28	                main:581]	:	INFO	:	Epoch 1657 | loss: 0.0312484 | val_loss: 0.0312488 | Time: 2489.98 ms
[2022-04-24 07:51:30	                main:581]	:	INFO	:	Epoch 1658 | loss: 0.0312497 | val_loss: 0.0312459 | Time: 2486.87 ms
[2022-04-24 07:51:33	                main:581]	:	INFO	:	Epoch 1659 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 2487.11 ms
[2022-04-24 07:51:35	                main:581]	:	INFO	:	Epoch 1660 | loss: 0.0312471 | val_loss: 0.0312453 | Time: 2485.29 ms
[2022-04-24 07:51:37	                main:581]	:	INFO	:	Epoch 1661 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 2488.1 ms
[2022-04-24 07:51:40	                main:581]	:	INFO	:	Epoch 1662 | loss: 0.0312477 | val_loss: 0.0312443 | Time: 2486.5 ms
[2022-04-24 07:51:42	                main:581]	:	INFO	:	Epoch 1663 | loss: 0.0312467 | val_loss: 0.0312449 | Time: 2488.14 ms
[2022-04-24 07:51:45	                main:581]	:	INFO	:	Epoch 1664 | loss: 0.0312468 | val_loss: 0.0312468 | Time: 2486.99 ms
[2022-04-24 07:51:47	                main:581]	:	INFO	:	Epoch 1665 | loss: 0.0312462 | val_loss: 0.0312466 | Time: 2486.62 ms
[2022-04-24 07:51:50	                main:581]	:	INFO	:	Epoch 1666 | loss: 0.0312468 | val_loss: 0.0312449 | Time: 2488.82 ms
[2022-04-24 07:51:52	                main:581]	:	INFO	:	Epoch 1667 | loss: 0.0312478 | val_loss: 0.0312467 | Time: 2490.01 ms
[2022-04-24 07:51:55	                main:581]	:	INFO	:	Epoch 1668 | loss: 0.0312468 | val_loss: 0.0312469 | Time: 2483.3 ms
[2022-04-24 07:51:57	                main:581]	:	INFO	:	Epoch 1669 | loss: 0.0312464 | val_loss: 0.0312466 | Time: 2488.74 ms
[2022-04-24 07:52:00	                main:581]	:	INFO	:	Epoch 1670 | loss: 0.0312473 | val_loss: 0.0312474 | Time: 2490.87 ms
[2022-04-24 07:52:02	                main:581]	:	INFO	:	Epoch 1671 | loss: 0.0312483 | val_loss: 0.031248 | Time: 2487.37 ms
[2022-04-24 07:52:05	                main:581]	:	INFO	:	Epoch 1672 | loss: 0.0312475 | val_loss: 0.0312498 | Time: 2487.29 ms
[2022-04-24 07:52:07	                main:581]	:	INFO	:	Epoch 1673 | loss: 0.0312485 | val_loss: 0.0312442 | Time: 2487.33 ms
[2022-04-24 07:52:10	                main:581]	:	INFO	:	Epoch 1674 | loss: 0.0312476 | val_loss: 0.0312454 | Time: 2486.06 ms
[2022-04-24 07:52:12	                main:581]	:	INFO	:	Epoch 1675 | loss: 0.0312467 | val_loss: 0.0312463 | Time: 2490.6 ms
[2022-04-24 07:52:15	                main:581]	:	INFO	:	Epoch 1676 | loss: 0.0312472 | val_loss: 0.0312477 | Time: 2487.44 ms
[2022-04-24 07:52:17	                main:581]	:	INFO	:	Epoch 1677 | loss: 0.0312488 | val_loss: 0.0312472 | Time: 2488.14 ms
[2022-04-24 07:52:20	                main:581]	:	INFO	:	Epoch 1678 | loss: 0.0312481 | val_loss: 0.0312463 | Time: 2484.04 ms
[2022-04-24 07:52:22	                main:581]	:	INFO	:	Epoch 1679 | loss: 0.0312478 | val_loss: 0.0312528 | Time: 2484.37 ms
[2022-04-24 07:52:25	                main:581]	:	INFO	:	Epoch 1680 | loss: 0.0312481 | val_loss: 0.0312471 | Time: 2485.26 ms
[2022-04-24 07:52:27	                main:581]	:	INFO	:	Epoch 1681 | loss: 0.031247 | val_loss: 0.0312444 | Time: 2489.76 ms
[2022-04-24 07:52:30	                main:581]	:	INFO	:	Epoch 1682 | loss: 0.0312463 | val_loss: 0.0312448 | Time: 2485.27 ms
[2022-04-24 07:52:32	                main:581]	:	INFO	:	Epoch 1683 | loss: 0.0312483 | val_loss: 0.0312462 | Time: 2487.21 ms
[2022-04-24 07:52:35	                main:581]	:	INFO	:	Epoch 1684 | loss: 0.0312491 | val_loss: 0.0312443 | Time: 2486.94 ms
[2022-04-24 07:52:37	                main:581]	:	INFO	:	Epoch 1685 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 2491.17 ms
[2022-04-24 07:52:40	                main:581]	:	INFO	:	Epoch 1686 | loss: 0.0312481 | val_loss: 0.0312468 | Time: 2485.81 ms
[2022-04-24 07:52:42	                main:581]	:	INFO	:	Epoch 1687 | loss: 0.0312467 | val_loss: 0.031245 | Time: 2488.24 ms
[2022-04-24 07:52:45	                main:581]	:	INFO	:	Epoch 1688 | loss: 0.0312466 | val_loss: 0.0312449 | Time: 2487.67 ms
[2022-04-24 07:52:47	                main:581]	:	INFO	:	Epoch 1689 | loss: 0.0312488 | val_loss: 0.0312476 | Time: 2489.37 ms
[2022-04-24 07:52:50	                main:581]	:	INFO	:	Epoch 1690 | loss: 0.031248 | val_loss: 0.0312445 | Time: 2486.54 ms
[2022-04-24 07:52:52	                main:581]	:	INFO	:	Epoch 1691 | loss: 0.0312488 | val_loss: 0.0312454 | Time: 2488.86 ms
[2022-04-24 07:52:55	                main:581]	:	INFO	:	Epoch 1692 | loss: 0.0312466 | val_loss: 0.031244 | Time: 2484.38 ms
[2022-04-24 07:52:57	                main:581]	:	INFO	:	Epoch 1693 | loss: 0.0312468 | val_loss: 0.0312455 | Time: 2484.77 ms
[2022-04-24 07:53:00	                main:581]	:	INFO	:	Epoch 1694 | loss: 0.0312479 | val_loss: 0.0312496 | Time: 2494.42 ms
[2022-04-24 07:53:02	                main:581]	:	INFO	:	Epoch 1695 | loss: 0.0312507 | val_loss: 0.0312461 | Time: 2487.08 ms
[2022-04-24 07:53:05	                main:581]	:	INFO	:	Epoch 1696 | loss: 0.0312486 | val_loss: 0.0312448 | Time: 2489.61 ms
[2022-04-24 07:53:07	                main:581]	:	INFO	:	Epoch 1697 | loss: 0.0312483 | val_loss: 0.031244 | Time: 2488 ms
[2022-04-24 07:53:10	                main:581]	:	INFO	:	Epoch 1698 | loss: 0.0312498 | val_loss: 0.0312482 | Time: 2485.78 ms
[2022-04-24 07:53:12	                main:581]	:	INFO	:	Epoch 1699 | loss: 0.0312469 | val_loss: 0.0312452 | Time: 2486.53 ms
[2022-04-24 07:53:15	                main:581]	:	INFO	:	Epoch 1700 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 2492.1 ms
[2022-04-24 07:53:17	                main:581]	:	INFO	:	Epoch 1701 | loss: 0.0312463 | val_loss: 0.0312479 | Time: 2489.46 ms
[2022-04-24 07:53:19	                main:581]	:	INFO	:	Epoch 1702 | loss: 0.0312466 | val_loss: 0.0312446 | Time: 2487.58 ms
[2022-04-24 07:53:22	                main:581]	:	INFO	:	Epoch 1703 | loss: 0.0312461 | val_loss: 0.0312461 | Time: 2488.32 ms
[2022-04-24 07:53:24	                main:581]	:	INFO	:	Epoch 1704 | loss: 0.0312472 | val_loss: 0.0312455 | Time: 2495.53 ms
[2022-04-24 07:53:27	                main:581]	:	INFO	:	Epoch 1705 | loss: 0.0312479 | val_loss: 0.0312454 | Time: 2490.93 ms
[2022-04-24 07:53:29	                main:581]	:	INFO	:	Epoch 1706 | loss: 0.0312481 | val_loss: 0.0312452 | Time: 2488.24 ms
[2022-04-24 07:53:32	                main:581]	:	INFO	:	Epoch 1707 | loss: 0.0312463 | val_loss: 0.0312457 | Time: 2487.61 ms
[2022-04-24 07:53:34	                main:581]	:	INFO	:	Epoch 1708 | loss: 0.0312476 | val_loss: 0.0312445 | Time: 2490.2 ms
[2022-04-24 07:53:37	                main:581]	:	INFO	:	Epoch 1709 | loss: 0.0312505 | val_loss: 0.0312464 | Time: 2488.45 ms
[2022-04-24 07:53:39	                main:581]	:	INFO	:	Epoch 1710 | loss: 0.0312486 | val_loss: 0.0312472 | Time: 2485.58 ms
[2022-04-24 07:53:42	                main:581]	:	INFO	:	Epoch 1711 | loss: 0.0312492 | val_loss: 0.0312453 | Time: 2490.04 ms
[2022-04-24 07:53:44	                main:581]	:	INFO	:	Epoch 1712 | loss: 0.0312473 | val_loss: 0.0312457 | Time: 2487.91 ms
[2022-04-24 07:53:47	                main:581]	:	INFO	:	Epoch 1713 | loss: 0.0312461 | val_loss: 0.0312442 | Time: 2491.92 ms
[2022-04-24 07:53:49	                main:581]	:	INFO	:	Epoch 1714 | loss: 0.0312465 | val_loss: 0.0312445 | Time: 2487.76 ms
[2022-04-24 07:53:52	                main:581]	:	INFO	:	Epoch 1715 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2483.99 ms
[2022-04-24 07:53:54	                main:581]	:	INFO	:	Epoch 1716 | loss: 0.0312481 | val_loss: 0.0312456 | Time: 2490.91 ms
[2022-04-24 07:53:57	                main:581]	:	INFO	:	Epoch 1717 | loss: 0.031247 | val_loss: 0.0312449 | Time: 2490.25 ms
[2022-04-24 07:53:59	                main:581]	:	INFO	:	Epoch 1718 | loss: 0.0312473 | val_loss: 0.0312467 | Time: 2486.56 ms
[2022-04-24 07:54:02	                main:581]	:	INFO	:	Epoch 1719 | loss: 0.0312469 | val_loss: 0.0312449 | Time: 2487.97 ms
[2022-04-24 07:54:04	                main:581]	:	INFO	:	Epoch 1720 | loss: 0.031246 | val_loss: 0.0312471 | Time: 2498.44 ms
[2022-04-24 07:54:07	                main:581]	:	INFO	:	Epoch 1721 | loss: 0.0312476 | val_loss: 0.0312486 | Time: 2490.8 ms
[2022-04-24 07:54:09	                main:581]	:	INFO	:	Epoch 1722 | loss: 0.0312475 | val_loss: 0.0312482 | Time: 2485.55 ms
[2022-04-24 07:54:12	                main:581]	:	INFO	:	Epoch 1723 | loss: 0.0312469 | val_loss: 0.0312444 | Time: 2488.68 ms
[2022-04-24 07:54:14	                main:581]	:	INFO	:	Epoch 1724 | loss: 0.0312462 | val_loss: 0.0312453 | Time: 2488.17 ms
[2022-04-24 07:54:17	                main:581]	:	INFO	:	Epoch 1725 | loss: 0.0312462 | val_loss: 0.0312446 | Time: 2487.23 ms
[2022-04-24 07:54:19	                main:581]	:	INFO	:	Epoch 1726 | loss: 0.0312463 | val_loss: 0.0312447 | Time: 2489.8 ms
[2022-04-24 07:54:22	                main:581]	:	INFO	:	Epoch 1727 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2489.39 ms
[2022-04-24 07:54:24	                main:581]	:	INFO	:	Epoch 1728 | loss: 0.0312464 | val_loss: 0.031245 | Time: 2489.09 ms
[2022-04-24 07:54:27	                main:581]	:	INFO	:	Epoch 1729 | loss: 0.0312459 | val_loss: 0.0312441 | Time: 2490.82 ms
[2022-04-24 07:54:29	                main:581]	:	INFO	:	Epoch 1730 | loss: 0.0312464 | val_loss: 0.0312473 | Time: 2489.1 ms
[2022-04-24 07:54:32	                main:581]	:	INFO	:	Epoch 1731 | loss: 0.0312473 | val_loss: 0.031249 | Time: 2488.3 ms
[2022-04-24 07:54:34	                main:581]	:	INFO	:	Epoch 1732 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 2491.56 ms
[2022-04-24 07:54:37	                main:581]	:	INFO	:	Epoch 1733 | loss: 0.0312483 | val_loss: 0.0312442 | Time: 2487.2 ms
[2022-04-24 07:54:39	                main:581]	:	INFO	:	Epoch 1734 | loss: 0.0312467 | val_loss: 0.0312447 | Time: 2484.92 ms
[2022-04-24 07:54:42	                main:581]	:	INFO	:	Epoch 1735 | loss: 0.0312462 | val_loss: 0.0312461 | Time: 2490.05 ms
[2022-04-24 07:54:44	                main:581]	:	INFO	:	Epoch 1736 | loss: 0.0312482 | val_loss: 0.0312446 | Time: 2491.19 ms
[2022-04-24 07:54:47	                main:581]	:	INFO	:	Epoch 1737 | loss: 0.0312463 | val_loss: 0.0312446 | Time: 2493.92 ms
[2022-04-24 07:54:49	                main:581]	:	INFO	:	Epoch 1738 | loss: 0.0312468 | val_loss: 0.0312443 | Time: 2488.18 ms
[2022-04-24 07:54:52	                main:581]	:	INFO	:	Epoch 1739 | loss: 0.0312465 | val_loss: 0.0312444 | Time: 2492.64 ms
[2022-04-24 07:54:54	                main:581]	:	INFO	:	Epoch 1740 | loss: 0.0312467 | val_loss: 0.0312455 | Time: 2490.67 ms
[2022-04-24 07:54:57	                main:581]	:	INFO	:	Epoch 1741 | loss: 0.0312472 | val_loss: 0.0312447 | Time: 2492.96 ms
[2022-04-24 07:54:59	                main:581]	:	INFO	:	Epoch 1742 | loss: 0.0312461 | val_loss: 0.0312443 | Time: 2490.55 ms
[2022-04-24 07:55:02	                main:581]	:	INFO	:	Epoch 1743 | loss: 0.0312465 | val_loss: 0.0312443 | Time: 2495.59 ms
[2022-04-24 07:55:04	                main:581]	:	INFO	:	Epoch 1744 | loss: 0.0312465 | val_loss: 0.0312463 | Time: 2491.2 ms
[2022-04-24 07:55:07	                main:581]	:	INFO	:	Epoch 1745 | loss: 0.0312459 | val_loss: 0.0312444 | Time: 2493.16 ms
[2022-04-24 07:55:09	                main:581]	:	INFO	:	Epoch 1746 | loss: 0.0312455 | val_loss: 0.0312443 | Time: 2488.75 ms
[2022-04-24 07:55:12	                main:581]	:	INFO	:	Epoch 1747 | loss: 0.0312469 | val_loss: 0.0312459 | Time: 2488.59 ms
[2022-04-24 07:55:14	                main:581]	:	INFO	:	Epoch 1748 | loss: 0.0312475 | val_loss: 0.0312457 | Time: 2488.61 ms
[2022-04-24 07:55:17	                main:581]	:	INFO	:	Epoch 1749 | loss: 0.0312477 | val_loss: 0.0312484 | Time: 2493.57 ms
[2022-04-24 07:55:19	                main:581]	:	INFO	:	Epoch 1750 | loss: 0.0312498 | val_loss: 0.0312489 | Time: 2490.2 ms
[2022-04-24 07:55:22	                main:581]	:	INFO	:	Epoch 1751 | loss: 0.031247 | val_loss: 0.0312442 | Time: 2493.74 ms
[2022-04-24 07:55:24	                main:581]	:	INFO	:	Epoch 1752 | loss: 0.0312464 | val_loss: 0.0312447 | Time: 2488.7 ms
[2022-04-24 07:55:27	                main:581]	:	INFO	:	Epoch 1753 | loss: 0.0312462 | val_loss: 0.0312457 | Time: 2493.39 ms
[2022-04-24 07:55:29	                main:581]	:	INFO	:	Epoch 1754 | loss: 0.0312465 | val_loss: 0.0312447 | Time: 2490.03 ms
[2022-04-24 07:55:31	                main:581]	:	INFO	:	Epoch 1755 | loss: 0.0312474 | val_loss: 0.0312458 | Time: 2489.83 ms
[2022-04-24 07:55:34	                main:581]	:	INFO	:	Epoch 1756 | loss: 0.0312484 | val_loss: 0.0312459 | Time: 2494.59 ms
[2022-04-24 07:55:36	                main:581]	:	INFO	:	Epoch 1757 | loss: 0.0312478 | val_loss: 0.0312468 | Time: 2491.19 ms
[2022-04-24 07:55:39	                main:581]	:	INFO	:	Epoch 1758 | loss: 0.0312486 | val_loss: 0.0312447 | Time: 2492.36 ms
[2022-04-24 07:55:41	                main:581]	:	INFO	:	Epoch 1759 | loss: 0.0312468 | val_loss: 0.0312457 | Time: 2494.37 ms
[2022-04-24 07:55:44	                main:581]	:	INFO	:	Epoch 1760 | loss: 0.0312462 | val_loss: 0.0312452 | Time: 2498.09 ms
[2022-04-24 07:55:46	                main:581]	:	INFO	:	Epoch 1761 | loss: 0.0312463 | val_loss: 0.0312455 | Time: 2493.82 ms
[2022-04-24 07:55:49	                main:581]	:	INFO	:	Epoch 1762 | loss: 0.0312469 | val_loss: 0.0312457 | Time: 2490.55 ms
[2022-04-24 07:55:51	                main:581]	:	INFO	:	Epoch 1763 | loss: 0.0312485 | val_loss: 0.0312475 | Time: 2493.77 ms
[2022-04-24 07:55:54	                main:581]	:	INFO	:	Epoch 1764 | loss: 0.0312495 | val_loss: 0.0312454 | Time: 2495.3 ms
[2022-04-24 07:55:56	                main:581]	:	INFO	:	Epoch 1765 | loss: 0.0312473 | val_loss: 0.0312453 | Time: 2495.22 ms
[2022-04-24 07:55:59	                main:581]	:	INFO	:	Epoch 1766 | loss: 0.031246 | val_loss: 0.0312452 | Time: 2499.13 ms
[2022-04-24 07:56:01	                main:581]	:	INFO	:	Epoch 1767 | loss: 0.0312463 | val_loss: 0.0312443 | Time: 2495.14 ms
[2022-04-24 07:56:04	                main:581]	:	INFO	:	Epoch 1768 | loss: 0.0312465 | val_loss: 0.0312443 | Time: 2498.16 ms
[2022-04-24 07:56:06	                main:581]	:	INFO	:	Epoch 1769 | loss: 0.0312467 | val_loss: 0.0312444 | Time: 2494.16 ms
[2022-04-24 07:56:09	                main:581]	:	INFO	:	Epoch 1770 | loss: 0.0312464 | val_loss: 0.0312465 | Time: 2492.74 ms
[2022-04-24 07:56:11	                main:581]	:	INFO	:	Epoch 1771 | loss: 0.0312483 | val_loss: 0.0312443 | Time: 2492.08 ms
[2022-04-24 07:56:14	                main:581]	:	INFO	:	Epoch 1772 | loss: 0.0312466 | val_loss: 0.0312453 | Time: 2493.06 ms
[2022-04-24 07:56:16	                main:581]	:	INFO	:	Epoch 1773 | loss: 0.0312476 | val_loss: 0.0312466 | Time: 2489.03 ms
[2022-04-24 07:56:19	                main:581]	:	INFO	:	Epoch 1774 | loss: 0.0312467 | val_loss: 0.0312461 | Time: 2491.66 ms
[2022-04-24 07:56:21	                main:581]	:	INFO	:	Epoch 1775 | loss: 0.0312458 | val_loss: 0.0312446 | Time: 2493.14 ms
[2022-04-24 07:56:24	                main:581]	:	INFO	:	Epoch 1776 | loss: 0.0312475 | val_loss: 0.0312446 | Time: 2496.41 ms
[2022-04-24 07:56:26	                main:581]	:	INFO	:	Epoch 1777 | loss: 0.0312466 | val_loss: 0.0312452 | Time: 2494.02 ms
[2022-04-24 07:56:29	                main:581]	:	INFO	:	Epoch 1778 | loss: 0.0312469 | val_loss: 0.031244 | Time: 2489.25 ms
[2022-04-24 07:56:31	                main:581]	:	INFO	:	Epoch 1779 | loss: 0.0312468 | val_loss: 0.0312443 | Time: 2495.4 ms
[2022-04-24 07:56:34	                main:581]	:	INFO	:	Epoch 1780 | loss: 0.0312493 | val_loss: 0.031249 | Time: 2489.38 ms
[2022-04-24 07:56:36	                main:581]	:	INFO	:	Epoch 1781 | loss: 0.0312496 | val_loss: 0.0312447 | Time: 2490.52 ms
[2022-04-24 07:56:39	                main:581]	:	INFO	:	Epoch 1782 | loss: 0.0312501 | val_loss: 0.031249 | Time: 2491.41 ms
[2022-04-24 07:56:41	                main:581]	:	INFO	:	Epoch 1783 | loss: 0.0312476 | val_loss: 0.0312445 | Time: 2495.01 ms
[2022-04-24 07:56:44	                main:581]	:	INFO	:	Epoch 1784 | loss: 0.031247 | val_loss: 0.0312446 | Time: 2491.01 ms
[2022-04-24 07:56:46	                main:581]	:	INFO	:	Epoch 1785 | loss: 0.031246 | val_loss: 0.0312441 | Time: 2489.17 ms
[2022-04-24 07:56:49	                main:581]	:	INFO	:	Epoch 1786 | loss: 0.031246 | val_loss: 0.0312442 | Time: 2488.45 ms
[2022-04-24 07:56:51	                main:581]	:	INFO	:	Epoch 1787 | loss: 0.031246 | val_loss: 0.0312449 | Time: 2493.93 ms
[2022-04-24 07:56:54	                main:581]	:	INFO	:	Epoch 1788 | loss: 0.0312474 | val_loss: 0.0312469 | Time: 2492.07 ms
[2022-04-24 07:56:56	                main:581]	:	INFO	:	Epoch 1789 | loss: 0.0312479 | val_loss: 0.0312535 | Time: 2497.03 ms
[2022-04-24 07:56:59	                main:581]	:	INFO	:	Epoch 1790 | loss: 0.0312494 | val_loss: 0.0312477 | Time: 2493.55 ms
[2022-04-24 07:57:01	                main:581]	:	INFO	:	Epoch 1791 | loss: 0.0312481 | val_loss: 0.0312484 | Time: 2491 ms
[2022-04-24 07:57:04	                main:581]	:	INFO	:	Epoch 1792 | loss: 0.0312477 | val_loss: 0.0312452 | Time: 2495.52 ms
[2022-04-24 07:57:06	                main:581]	:	INFO	:	Epoch 1793 | loss: 0.0312464 | val_loss: 0.0312442 | Time: 2491.91 ms
[2022-04-24 07:57:09	                main:581]	:	INFO	:	Epoch 1794 | loss: 0.0312464 | val_loss: 0.0312444 | Time: 2491.84 ms
[2022-04-24 07:57:11	                main:581]	:	INFO	:	Epoch 1795 | loss: 0.0312464 | val_loss: 0.0312443 | Time: 2490.76 ms
[2022-04-24 07:57:14	                main:581]	:	INFO	:	Epoch 1796 | loss: 0.0312458 | val_loss: 0.0312454 | Time: 2494.12 ms
[2022-04-24 07:57:16	                main:581]	:	INFO	:	Epoch 1797 | loss: 0.0312463 | val_loss: 0.0312449 | Time: 2492.03 ms
[2022-04-24 07:57:19	                main:581]	:	INFO	:	Epoch 1798 | loss: 0.0312467 | val_loss: 0.0312468 | Time: 2493.63 ms
[2022-04-24 07:57:21	                main:581]	:	INFO	:	Epoch 1799 | loss: 0.0312467 | val_loss: 0.0312443 | Time: 2489.01 ms
[2022-04-24 07:57:24	                main:581]	:	INFO	:	Epoch 1800 | loss: 0.0312475 | val_loss: 0.0312458 | Time: 2494.32 ms
[2022-04-24 07:57:26	                main:581]	:	INFO	:	Epoch 1801 | loss: 0.0312489 | val_loss: 0.0312462 | Time: 2490.33 ms
[2022-04-24 07:57:29	                main:581]	:	INFO	:	Epoch 1802 | loss: 0.0312491 | val_loss: 0.0312472 | Time: 2489.07 ms
[2022-04-24 07:57:31	                main:581]	:	INFO	:	Epoch 1803 | loss: 0.0312459 | val_loss: 0.031244 | Time: 2488.21 ms
[2022-04-24 07:57:34	                main:581]	:	INFO	:	Epoch 1804 | loss: 0.0312469 | val_loss: 0.0312466 | Time: 2496.17 ms
[2022-04-24 07:57:36	                main:581]	:	INFO	:	Epoch 1805 | loss: 0.0312474 | val_loss: 0.0312463 | Time: 2487.13 ms
[2022-04-24 07:57:39	                main:581]	:	INFO	:	Epoch 1806 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 2488.77 ms
[2022-04-24 07:57:41	                main:581]	:	INFO	:	Epoch 1807 | loss: 0.0312489 | val_loss: 0.0312484 | Time: 2492.78 ms
[2022-04-24 07:57:44	                main:581]	:	INFO	:	Epoch 1808 | loss: 0.0312486 | val_loss: 0.0312458 | Time: 2489.66 ms
[2022-04-24 07:57:46	                main:581]	:	INFO	:	Epoch 1809 | loss: 0.0312469 | val_loss: 0.0312507 | Time: 2487.67 ms
[2022-04-24 07:57:49	                main:581]	:	INFO	:	Epoch 1810 | loss: 0.0312482 | val_loss: 0.0312485 | Time: 2490.61 ms
[2022-04-24 07:57:51	                main:581]	:	INFO	:	Epoch 1811 | loss: 0.0312464 | val_loss: 0.0312455 | Time: 2489.68 ms
[2022-04-24 07:57:54	                main:581]	:	INFO	:	Epoch 1812 | loss: 0.0312465 | val_loss: 0.0312442 | Time: 2491.49 ms
[2022-04-24 07:57:56	                main:581]	:	INFO	:	Epoch 1813 | loss: 0.0312464 | val_loss: 0.0312477 | Time: 2488.08 ms
[2022-04-24 07:57:59	                main:581]	:	INFO	:	Epoch 1814 | loss: 0.0312483 | val_loss: 0.0312474 | Time: 2495.87 ms
[2022-04-24 07:58:01	                main:581]	:	INFO	:	Epoch 1815 | loss: 0.0312471 | val_loss: 0.031245 | Time: 2491.69 ms
[2022-04-24 07:58:04	                main:581]	:	INFO	:	Epoch 1816 | loss: 0.0312455 | val_loss: 0.0312445 | Time: 2485.09 ms
[2022-04-24 07:58:06	                main:581]	:	INFO	:	Epoch 1817 | loss: 0.0312478 | val_loss: 0.0312442 | Time: 2491.19 ms
[2022-04-24 07:58:09	                main:581]	:	INFO	:	Epoch 1818 | loss: 0.0312499 | val_loss: 0.0312474 | Time: 2487.98 ms
[2022-04-24 07:58:11	                main:581]	:	INFO	:	Epoch 1819 | loss: 0.0312474 | val_loss: 0.0312475 | Time: 2493.62 ms
[2022-04-24 07:58:13	                main:581]	:	INFO	:	Epoch 1820 | loss: 0.0312468 | val_loss: 0.0312448 | Time: 2493.19 ms
[2022-04-24 07:58:16	                main:581]	:	INFO	:	Epoch 1821 | loss: 0.0312463 | val_loss: 0.0312451 | Time: 2489.83 ms
[2022-04-24 07:58:18	                main:581]	:	INFO	:	Epoch 1822 | loss: 0.0312467 | val_loss: 0.0312457 | Time: 2491.38 ms
[2022-04-24 07:58:21	                main:581]	:	INFO	:	Epoch 1823 | loss: 0.0312467 | val_loss: 0.0312442 | Time: 2489.49 ms
[2022-04-24 07:58:23	                main:581]	:	INFO	:	Epoch 1824 | loss: 0.0312463 | val_loss: 0.0312454 | Time: 2494.04 ms
[2022-04-24 07:58:26	                main:581]	:	INFO	:	Epoch 1825 | loss: 0.0312468 | val_loss: 0.0312443 | Time: 2489.41 ms
[2022-04-24 07:58:28	                main:581]	:	INFO	:	Epoch 1826 | loss: 0.0312464 | val_loss: 0.0312454 | Time: 2493.15 ms
[2022-04-24 07:58:31	                main:581]	:	INFO	:	Epoch 1827 | loss: 0.031246 | val_loss: 0.0312441 | Time: 2491.06 ms
[2022-04-24 07:58:33	                main:581]	:	INFO	:	Epoch 1828 | loss: 0.0312459 | val_loss: 0.0312444 | Time: 2491.16 ms
[2022-04-24 07:58:36	                main:581]	:	INFO	:	Epoch 1829 | loss: 0.0312459 | val_loss: 0.0312453 | Time: 2489.86 ms
[2022-04-24 07:58:38	                main:581]	:	INFO	:	Epoch 1830 | loss: 0.031247 | val_loss: 0.031246 | Time: 2486.23 ms
[2022-04-24 07:58:41	                main:581]	:	INFO	:	Epoch 1831 | loss: 0.0312472 | val_loss: 0.0312473 | Time: 2489.51 ms
[2022-04-24 07:58:43	                main:581]	:	INFO	:	Epoch 1832 | loss: 0.0312502 | val_loss: 0.0312538 | Time: 2490.9 ms
[2022-04-24 07:58:46	                main:581]	:	INFO	:	Epoch 1833 | loss: 0.0312499 | val_loss: 0.0312497 | Time: 2489.07 ms
[2022-04-24 07:58:48	                main:581]	:	INFO	:	Epoch 1834 | loss: 0.0312473 | val_loss: 0.0312452 | Time: 2491.05 ms
[2022-04-24 07:58:51	                main:581]	:	INFO	:	Epoch 1835 | loss: 0.0312472 | val_loss: 0.031245 | Time: 2494.17 ms
[2022-04-24 07:58:53	                main:581]	:	INFO	:	Epoch 1836 | loss: 0.031246 | val_loss: 0.0312462 | Time: 2489.03 ms
[2022-04-24 07:58:56	                main:581]	:	INFO	:	Epoch 1837 | loss: 0.0312468 | val_loss: 0.0312447 | Time: 2491.81 ms
[2022-04-24 07:58:58	                main:581]	:	INFO	:	Epoch 1838 | loss: 0.0312466 | val_loss: 0.0312452 | Time: 2493.99 ms
[2022-04-24 07:59:01	                main:581]	:	INFO	:	Epoch 1839 | loss: 0.0312475 | val_loss: 0.0312454 | Time: 2492.12 ms
[2022-04-24 07:59:03	                main:581]	:	INFO	:	Epoch 1840 | loss: 0.0312477 | val_loss: 0.031247 | Time: 2486.72 ms
[2022-04-24 07:59:06	                main:581]	:	INFO	:	Epoch 1841 | loss: 0.0312468 | val_loss: 0.0312454 | Time: 2497.25 ms
[2022-04-24 07:59:08	                main:581]	:	INFO	:	Epoch 1842 | loss: 0.0312461 | val_loss: 0.0312455 | Time: 2489.48 ms
[2022-04-24 07:59:11	                main:581]	:	INFO	:	Epoch 1843 | loss: 0.0312461 | val_loss: 0.031245 | Time: 2492.45 ms
[2022-04-24 07:59:13	                main:581]	:	INFO	:	Epoch 1844 | loss: 0.0312467 | val_loss: 0.0312458 | Time: 2489.04 ms
[2022-04-24 07:59:16	                main:581]	:	INFO	:	Epoch 1845 | loss: 0.031246 | val_loss: 0.031245 | Time: 2490.28 ms
[2022-04-24 07:59:18	                main:581]	:	INFO	:	Epoch 1846 | loss: 0.0312468 | val_loss: 0.0312443 | Time: 2488.88 ms
[2022-04-24 07:59:21	                main:581]	:	INFO	:	Epoch 1847 | loss: 0.0312461 | val_loss: 0.0312445 | Time: 2492.61 ms
[2022-04-24 07:59:23	                main:581]	:	INFO	:	Epoch 1848 | loss: 0.0312459 | val_loss: 0.0312446 | Time: 2488.91 ms
[2022-04-24 07:59:26	                main:581]	:	INFO	:	Epoch 1849 | loss: 0.0312466 | val_loss: 0.0312452 | Time: 2489.21 ms
[2022-04-24 07:59:28	                main:581]	:	INFO	:	Epoch 1850 | loss: 0.0312472 | val_loss: 0.0312446 | Time: 2493.29 ms
[2022-04-24 07:59:31	                main:581]	:	INFO	:	Epoch 1851 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 2489.85 ms
[2022-04-24 07:59:33	                main:581]	:	INFO	:	Epoch 1852 | loss: 0.0312462 | val_loss: 0.0312463 | Time: 2492.35 ms
[2022-04-24 07:59:36	                main:581]	:	INFO	:	Epoch 1853 | loss: nan | val_loss: nan | Time: 2490.47 ms
[2022-04-24 07:59:38	                main:581]	:	INFO	:	Epoch 1854 | loss: nan | val_loss: nan | Time: 2497.02 ms
[2022-04-24 07:59:41	                main:581]	:	INFO	:	Epoch 1855 | loss: nan | val_loss: nan | Time: 2488.58 ms
[2022-04-24 07:59:43	                main:581]	:	INFO	:	Epoch 1856 | loss: nan | val_loss: nan | Time: 2487.26 ms
[2022-04-24 07:59:46	                main:581]	:	INFO	:	Epoch 1857 | loss: nan | val_loss: nan | Time: 2496.35 ms
[2022-04-24 07:59:48	                main:581]	:	INFO	:	Epoch 1858 | loss: nan | val_loss: nan | Time: 2490.31 ms
[2022-04-24 07:59:51	                main:581]	:	INFO	:	Epoch 1859 | loss: nan | val_loss: nan | Time: 2489.57 ms
[2022-04-24 07:59:53	                main:581]	:	INFO	:	Epoch 1860 | loss: nan | val_loss: nan | Time: 2492.5 ms
[2022-04-24 07:59:56	                main:581]	:	INFO	:	Epoch 1861 | loss: nan | val_loss: nan | Time: 2490.79 ms
[2022-04-24 07:59:58	                main:581]	:	INFO	:	Epoch 1862 | loss: nan | val_loss: nan | Time: 2488.23 ms
[2022-04-24 08:00:01	                main:581]	:	INFO	:	Epoch 1863 | loss: nan | val_loss: nan | Time: 2490.85 ms
[2022-04-24 08:00:03	                main:581]	:	INFO	:	Epoch 1864 | loss: nan | val_loss: nan | Time: 2491.06 ms
[2022-04-24 08:00:06	                main:581]	:	INFO	:	Epoch 1865 | loss: nan | val_loss: nan | Time: 2492.96 ms
[2022-04-24 08:00:08	                main:581]	:	INFO	:	Epoch 1866 | loss: nan | val_loss: nan | Time: 2491.13 ms
[2022-04-24 08:00:11	                main:581]	:	INFO	:	Epoch 1867 | loss: nan | val_loss: nan | Time: 2489.96 ms
[2022-04-24 08:00:13	                main:581]	:	INFO	:	Epoch 1868 | loss: nan | val_loss: nan | Time: 2495.47 ms
[2022-04-24 08:00:16	                main:581]	:	INFO	:	Epoch 1869 | loss: nan | val_loss: nan | Time: 2487.19 ms
[2022-04-24 08:00:18	                main:581]	:	INFO	:	Epoch 1870 | loss: nan | val_loss: nan | Time: 2487.51 ms
[2022-04-24 08:00:21	                main:581]	:	INFO	:	Epoch 1871 | loss: nan | val_loss: nan | Time: 2492.13 ms
[2022-04-24 08:00:23	                main:581]	:	INFO	:	Epoch 1872 | loss: nan | val_loss: nan | Time: 2491.78 ms
[2022-04-24 08:00:26	                main:581]	:	INFO	:	Epoch 1873 | loss: nan | val_loss: nan | Time: 2493.54 ms
[2022-04-24 08:00:28	                main:581]	:	INFO	:	Epoch 1874 | loss: nan | val_loss: nan | Time: 2491.89 ms
[2022-04-24 08:00:31	                main:581]	:	INFO	:	Epoch 1875 | loss: nan | val_loss: nan | Time: 2494.96 ms
[2022-04-24 08:00:33	                main:581]	:	INFO	:	Epoch 1876 | loss: nan | val_loss: nan | Time: 2489.84 ms
[2022-04-24 08:00:36	                main:581]	:	INFO	:	Epoch 1877 | loss: nan | val_loss: nan | Time: 2493.13 ms
[2022-04-24 08:00:38	                main:581]	:	INFO	:	Epoch 1878 | loss: nan | val_loss: nan | Time: 2490.98 ms
[2022-04-24 08:00:41	                main:581]	:	INFO	:	Epoch 1879 | loss: nan | val_loss: nan | Time: 2494.49 ms
[2022-04-24 08:00:43	                main:581]	:	INFO	:	Epoch 1880 | loss: nan | val_loss: nan | Time: 2491.38 ms
[2022-04-24 08:00:45	                main:581]	:	INFO	:	Epoch 1881 | loss: nan | val_loss: nan | Time: 2487.67 ms
[2022-04-24 08:00:48	                main:581]	:	INFO	:	Epoch 1882 | loss: nan | val_loss: nan | Time: 2489.05 ms
[2022-04-24 08:00:50	                main:581]	:	INFO	:	Epoch 1883 | loss: nan | val_loss: nan | Time: 2495.32 ms
[2022-04-24 08:00:53	                main:581]	:	INFO	:	Epoch 1884 | loss: nan | val_loss: nan | Time: 2489.42 ms
[2022-04-24 08:00:55	                main:581]	:	INFO	:	Epoch 1885 | loss: nan | val_loss: nan | Time: 2485.61 ms
[2022-04-24 08:00:58	                main:581]	:	INFO	:	Epoch 1886 | loss: nan | val_loss: nan | Time: 2489.98 ms
[2022-04-24 08:01:00	                main:581]	:	INFO	:	Epoch 1887 | loss: nan | val_loss: nan | Time: 2492.08 ms
[2022-04-24 08:01:03	                main:581]	:	INFO	:	Epoch 1888 | loss: nan | val_loss: nan | Time: 2498.96 ms
[2022-04-24 08:01:05	                main:581]	:	INFO	:	Epoch 1889 | loss: nan | val_loss: nan | Time: 2489.84 ms
[2022-04-24 08:01:08	                main:581]	:	INFO	:	Epoch 1890 | loss: nan | val_loss: nan | Time: 2485.8 ms
[2022-04-24 08:01:10	                main:581]	:	INFO	:	Epoch 1891 | loss: nan | val_loss: nan | Time: 2492.74 ms
[2022-04-24 08:01:13	                main:581]	:	INFO	:	Epoch 1892 | loss: nan | val_loss: nan | Time: 2489.12 ms
[2022-04-24 08:01:15	                main:581]	:	INFO	:	Epoch 1893 | loss: nan | val_loss: nan | Time: 2487.9 ms
[2022-04-24 08:01:18	                main:581]	:	INFO	:	Epoch 1894 | loss: nan | val_loss: nan | Time: 2490.53 ms
[2022-04-24 08:01:20	                main:581]	:	INFO	:	Epoch 1895 | loss: nan | val_loss: nan | Time: 2494.96 ms
[2022-04-24 08:01:23	                main:581]	:	INFO	:	Epoch 1896 | loss: nan | val_loss: nan | Time: 2491.56 ms
[2022-04-24 08:01:25	                main:581]	:	INFO	:	Epoch 1897 | loss: nan | val_loss: nan | Time: 2493.13 ms
[2022-04-24 08:01:28	                main:581]	:	INFO	:	Epoch 1898 | loss: nan | val_loss: nan | Time: 2490.23 ms
[2022-04-24 08:01:30	                main:581]	:	INFO	:	Epoch 1899 | loss: nan | val_loss: nan | Time: 2490.26 ms
[2022-04-24 08:01:33	                main:581]	:	INFO	:	Epoch 1900 | loss: nan | val_loss: nan | Time: 2488.25 ms
[2022-04-24 08:01:35	                main:581]	:	INFO	:	Epoch 1901 | loss: nan | val_loss: nan | Time: 2495.14 ms
[2022-04-24 08:01:38	                main:581]	:	INFO	:	Epoch 1902 | loss: nan | val_loss: nan | Time: 2491.65 ms
[2022-04-24 08:01:40	                main:581]	:	INFO	:	Epoch 1903 | loss: nan | val_loss: nan | Time: 2486.69 ms
[2022-04-24 08:01:43	                main:581]	:	INFO	:	Epoch 1904 | loss: nan | val_loss: nan | Time: 2488.55 ms
[2022-04-24 08:01:45	                main:581]	:	INFO	:	Epoch 1905 | loss: nan | val_loss: nan | Time: 2494.36 ms
[2022-04-24 08:01:48	                main:581]	:	INFO	:	Epoch 1906 | loss: nan | val_loss: nan | Time: 2494.67 ms
[2022-04-24 08:01:50	                main:581]	:	INFO	:	Epoch 1907 | loss: nan | val_loss: nan | Time: 2490.64 ms
[2022-04-24 08:01:53	                main:581]	:	INFO	:	Epoch 1908 | loss: nan | val_loss: nan | Time: 2497.22 ms
[2022-04-24 08:01:55	                main:581]	:	INFO	:	Epoch 1909 | loss: nan | val_loss: nan | Time: 2496.12 ms
[2022-04-24 08:01:58	                main:581]	:	INFO	:	Epoch 1910 | loss: nan | val_loss: nan | Time: 2492.08 ms
[2022-04-24 08:02:00	                main:581]	:	INFO	:	Epoch 1911 | loss: nan | val_loss: nan | Time: 2495.58 ms
[2022-04-24 08:02:03	                main:581]	:	INFO	:	Epoch 1912 | loss: nan | val_loss: nan | Time: 2493.23 ms
[2022-04-24 08:02:05	                main:581]	:	INFO	:	Epoch 1913 | loss: nan | val_loss: nan | Time: 2492.43 ms
[2022-04-24 08:02:08	                main:581]	:	INFO	:	Epoch 1914 | loss: nan | val_loss: nan | Time: 2489.96 ms
[2022-04-24 08:02:10	                main:581]	:	INFO	:	Epoch 1915 | loss: nan | val_loss: nan | Time: 2488.07 ms
[2022-04-24 08:02:13	                main:581]	:	INFO	:	Epoch 1916 | loss: nan | val_loss: nan | Time: 2494.49 ms
[2022-04-24 08:02:15	                main:581]	:	INFO	:	Epoch 1917 | loss: nan | val_loss: nan | Time: 2493.65 ms
[2022-04-24 08:02:18	                main:581]	:	INFO	:	Epoch 1918 | loss: nan | val_loss: nan | Time: 2494.32 ms
[2022-04-24 08:02:20	                main:581]	:	INFO	:	Epoch 1919 | loss: nan | val_loss: nan | Time: 2494.21 ms
[2022-04-24 08:02:23	                main:581]	:	INFO	:	Epoch 1920 | loss: nan | val_loss: nan | Time: 2494.92 ms
[2022-04-24 08:02:25	                main:581]	:	INFO	:	Epoch 1921 | loss: nan | val_loss: nan | Time: 2489.51 ms
[2022-04-24 08:02:28	                main:581]	:	INFO	:	Epoch 1922 | loss: nan | val_loss: nan | Time: 2491.18 ms
[2022-04-24 08:02:30	                main:581]	:	INFO	:	Epoch 1923 | loss: nan | val_loss: nan | Time: 2498.25 ms
[2022-04-24 08:02:33	                main:581]	:	INFO	:	Epoch 1924 | loss: nan | val_loss: nan | Time: 2495.13 ms
[2022-04-24 08:02:35	                main:581]	:	INFO	:	Epoch 1925 | loss: nan | val_loss: nan | Time: 2494.2 ms
[2022-04-24 08:02:38	                main:581]	:	INFO	:	Epoch 1926 | loss: nan | val_loss: nan | Time: 2495.93 ms
[2022-04-24 08:02:40	                main:581]	:	INFO	:	Epoch 1927 | loss: nan | val_loss: nan | Time: 2497.14 ms
[2022-04-24 08:02:43	                main:581]	:	INFO	:	Epoch 1928 | loss: nan | val_loss: nan | Time: 2495.96 ms
[2022-04-24 08:02:45	                main:581]	:	INFO	:	Epoch 1929 | loss: nan | val_loss: nan | Time: 2494.04 ms
[2022-04-24 08:02:48	                main:581]	:	INFO	:	Epoch 1930 | loss: nan | val_loss: nan | Time: 2491.92 ms
[2022-04-24 08:02:50	                main:581]	:	INFO	:	Epoch 1931 | loss: nan | val_loss: nan | Time: 2496.62 ms
[2022-04-24 08:02:53	                main:581]	:	INFO	:	Epoch 1932 | loss: nan | val_loss: nan | Time: 2493.48 ms
[2022-04-24 08:02:55	                main:581]	:	INFO	:	Epoch 1933 | loss: nan | val_loss: nan | Time: 2491.64 ms
[2022-04-24 08:02:58	                main:581]	:	INFO	:	Epoch 1934 | loss: nan | val_loss: nan | Time: 2495.59 ms
[2022-04-24 08:03:00	                main:581]	:	INFO	:	Epoch 1935 | loss: nan | val_loss: nan | Time: 2495.38 ms
[2022-04-24 08:03:03	                main:581]	:	INFO	:	Epoch 1936 | loss: nan | val_loss: nan | Time: 2495.14 ms
[2022-04-24 08:03:05	                main:581]	:	INFO	:	Epoch 1937 | loss: nan | val_loss: nan | Time: 2493.23 ms
[2022-04-24 08:03:08	                main:581]	:	INFO	:	Epoch 1938 | loss: nan | val_loss: nan | Time: 2498.91 ms
[2022-04-24 08:03:10	                main:581]	:	INFO	:	Epoch 1939 | loss: nan | val_loss: nan | Time: 2497.8 ms
[2022-04-24 08:03:13	                main:581]	:	INFO	:	Epoch 1940 | loss: nan | val_loss: nan | Time: 2502 ms
[2022-04-24 08:03:15	                main:581]	:	INFO	:	Epoch 1941 | loss: nan | val_loss: nan | Time: 2495.9 ms
[2022-04-24 08:03:18	                main:581]	:	INFO	:	Epoch 1942 | loss: nan | val_loss: nan | Time: 2499.63 ms
[2022-04-24 08:03:20	                main:581]	:	INFO	:	Epoch 1943 | loss: nan | val_loss: nan | Time: 2496.55 ms
[2022-04-24 08:03:23	                main:581]	:	INFO	:	Epoch 1944 | loss: nan | val_loss: nan | Time: 2492.07 ms
[2022-04-24 08:03:25	                main:581]	:	INFO	:	Epoch 1945 | loss: nan | val_loss: nan | Time: 2497.67 ms
[2022-04-24 08:03:28	                main:581]	:	INFO	:	Epoch 1946 | loss: nan | val_loss: nan | Time: 2497.42 ms
[2022-04-24 08:03:30	                main:581]	:	INFO	:	Epoch 1947 | loss: nan | val_loss: nan | Time: 2497.75 ms
[2022-04-24 08:03:33	                main:581]	:	INFO	:	Epoch 1948 | loss: nan | val_loss: nan | Time: 2496.19 ms
[2022-04-24 08:03:35	                main:581]	:	INFO	:	Epoch 1949 | loss: nan | val_loss: nan | Time: 2494.83 ms
[2022-04-24 08:03:38	                main:581]	:	INFO	:	Epoch 1950 | loss: nan | val_loss: nan | Time: 2499.27 ms
[2022-04-24 08:03:40	                main:581]	:	INFO	:	Epoch 1951 | loss: nan | val_loss: nan | Time: 2495.75 ms
[2022-04-24 08:03:43	                main:581]	:	INFO	:	Epoch 1952 | loss: nan | val_loss: nan | Time: 2494.53 ms
[2022-04-24 08:03:45	                main:581]	:	INFO	:	Epoch 1953 | loss: nan | val_loss: nan | Time: 2493.37 ms
[2022-04-24 08:03:48	                main:581]	:	INFO	:	Epoch 1954 | loss: nan | val_loss: nan | Time: 2500.68 ms
[2022-04-24 08:03:50	                main:581]	:	INFO	:	Epoch 1955 | loss: nan | val_loss: nan | Time: 2476.06 ms
[2022-04-24 08:03:52	                main:581]	:	INFO	:	Epoch 1956 | loss: nan | val_loss: nan | Time: 2473.2 ms
[2022-04-24 08:03:55	                main:581]	:	INFO	:	Epoch 1957 | loss: nan | val_loss: nan | Time: 2473.69 ms
[2022-04-24 08:03:57	                main:581]	:	INFO	:	Epoch 1958 | loss: nan | val_loss: nan | Time: 2474.57 ms
[2022-04-24 08:04:00	                main:581]	:	INFO	:	Epoch 1959 | loss: nan | val_loss: nan | Time: 2481.68 ms
[2022-04-24 08:04:02	                main:581]	:	INFO	:	Epoch 1960 | loss: nan | val_loss: nan | Time: 2476.36 ms
[2022-04-24 08:04:05	                main:581]	:	INFO	:	Epoch 1961 | loss: nan | val_loss: nan | Time: 2472.64 ms
[2022-04-24 08:04:07	                main:581]	:	INFO	:	Epoch 1962 | loss: nan | val_loss: nan | Time: 2480.82 ms
[2022-04-24 08:04:10	                main:581]	:	INFO	:	Epoch 1963 | loss: nan | val_loss: nan | Time: 2485.07 ms
[2022-04-24 08:04:12	                main:581]	:	INFO	:	Epoch 1964 | loss: nan | val_loss: nan | Time: 2476.68 ms
[2022-04-24 08:04:15	                main:581]	:	INFO	:	Epoch 1965 | loss: nan | val_loss: nan | Time: 2475.55 ms
[2022-04-24 08:04:17	                main:581]	:	INFO	:	Epoch 1966 | loss: nan | val_loss: nan | Time: 2472.72 ms
[2022-04-24 08:04:20	                main:581]	:	INFO	:	Epoch 1967 | loss: nan | val_loss: nan | Time: 2474.15 ms
[2022-04-24 08:04:22	                main:581]	:	INFO	:	Epoch 1968 | loss: nan | val_loss: nan | Time: 2475.53 ms
[2022-04-24 08:04:25	                main:581]	:	INFO	:	Epoch 1969 | loss: nan | val_loss: nan | Time: 2450.54 ms
[2022-04-24 08:04:27	                main:581]	:	INFO	:	Epoch 1970 | loss: nan | val_loss: nan | Time: 2410.77 ms
[2022-04-24 08:04:29	                main:581]	:	INFO	:	Epoch 1971 | loss: nan | val_loss: nan | Time: 2411.88 ms
[2022-04-24 08:04:32	                main:581]	:	INFO	:	Epoch 1972 | loss: nan | val_loss: nan | Time: 2402.27 ms
[2022-04-24 08:04:34	                main:581]	:	INFO	:	Epoch 1973 | loss: nan | val_loss: nan | Time: 2411.68 ms
[2022-04-24 08:04:37	                main:581]	:	INFO	:	Epoch 1974 | loss: nan | val_loss: nan | Time: 2402.99 ms
[2022-04-24 08:04:39	                main:581]	:	INFO	:	Epoch 1975 | loss: nan | val_loss: nan | Time: 2406.8 ms
[2022-04-24 08:04:42	                main:581]	:	INFO	:	Epoch 1976 | loss: nan | val_loss: nan | Time: 2414.07 ms
[2022-04-24 08:04:44	                main:581]	:	INFO	:	Epoch 1977 | loss: nan | val_loss: nan | Time: 2416.84 ms
[2022-04-24 08:04:46	                main:581]	:	INFO	:	Epoch 1978 | loss: nan | val_loss: nan | Time: 2411.9 ms
[2022-04-24 08:04:49	                main:581]	:	INFO	:	Epoch 1979 | loss: nan | val_loss: nan | Time: 2407.89 ms
[2022-04-24 08:04:51	                main:581]	:	INFO	:	Epoch 1980 | loss: nan | val_loss: nan | Time: 2402.13 ms
[2022-04-24 08:04:54	                main:581]	:	INFO	:	Epoch 1981 | loss: nan | val_loss: nan | Time: 2400.34 ms
[2022-04-24 08:04:56	                main:581]	:	INFO	:	Epoch 1982 | loss: nan | val_loss: nan | Time: 2413.8 ms
[2022-04-24 08:04:58	                main:581]	:	INFO	:	Epoch 1983 | loss: nan | val_loss: nan | Time: 2410.27 ms
[2022-04-24 08:05:01	                main:581]	:	INFO	:	Epoch 1984 | loss: nan | val_loss: nan | Time: 2409.98 ms
[2022-04-24 08:05:03	                main:581]	:	INFO	:	Epoch 1985 | loss: nan | val_loss: nan | Time: 2406.47 ms
[2022-04-24 08:05:06	                main:581]	:	INFO	:	Epoch 1986 | loss: nan | val_loss: nan | Time: 2409.29 ms
[2022-04-24 08:05:08	                main:581]	:	INFO	:	Epoch 1987 | loss: nan | val_loss: nan | Time: 2407.13 ms
[2022-04-24 08:05:10	                main:581]	:	INFO	:	Epoch 1988 | loss: nan | val_loss: nan | Time: 2402.42 ms
[2022-04-24 08:05:13	                main:581]	:	INFO	:	Epoch 1989 | loss: nan | val_loss: nan | Time: 2397.06 ms
[2022-04-24 08:05:15	                main:581]	:	INFO	:	Epoch 1990 | loss: nan | val_loss: nan | Time: 2409.88 ms
[2022-04-24 08:05:18	                main:581]	:	INFO	:	Epoch 1991 | loss: nan | val_loss: nan | Time: 2415.48 ms
[2022-04-24 08:05:20	                main:581]	:	INFO	:	Epoch 1992 | loss: nan | val_loss: nan | Time: 2407.28 ms
[2022-04-24 08:05:22	                main:581]	:	INFO	:	Epoch 1993 | loss: nan | val_loss: nan | Time: 2400.63 ms
[2022-04-24 08:05:25	                main:581]	:	INFO	:	Epoch 1994 | loss: nan | val_loss: nan | Time: 2400.12 ms
[2022-04-24 08:05:27	                main:581]	:	INFO	:	Epoch 1995 | loss: nan | val_loss: nan | Time: 2416.77 ms
[2022-04-24 08:05:30	                main:581]	:	INFO	:	Epoch 1996 | loss: nan | val_loss: nan | Time: 2407.02 ms
[2022-04-24 08:05:32	                main:581]	:	INFO	:	Epoch 1997 | loss: nan | val_loss: nan | Time: 2401.65 ms
[2022-04-24 08:05:35	                main:581]	:	INFO	:	Epoch 1998 | loss: nan | val_loss: nan | Time: 2406.18 ms
[2022-04-24 08:05:37	                main:581]	:	INFO	:	Epoch 1999 | loss: nan | val_loss: nan | Time: 2404.07 ms
[2022-04-24 08:05:39	                main:581]	:	INFO	:	Epoch 2000 | loss: nan | val_loss: nan | Time: 2406.22 ms
[2022-04-24 08:05:42	                main:581]	:	INFO	:	Epoch 2001 | loss: nan | val_loss: nan | Time: 2407.45 ms
[2022-04-24 08:05:44	                main:581]	:	INFO	:	Epoch 2002 | loss: nan | val_loss: nan | Time: 2404.39 ms
[2022-04-24 08:05:47	                main:581]	:	INFO	:	Epoch 2003 | loss: nan | val_loss: nan | Time: 2404.07 ms
[2022-04-24 08:05:49	                main:581]	:	INFO	:	Epoch 2004 | loss: nan | val_loss: nan | Time: 2417.89 ms
[2022-04-24 08:05:51	                main:581]	:	INFO	:	Epoch 2005 | loss: nan | val_loss: nan | Time: 2412.18 ms
[2022-04-24 08:05:54	                main:581]	:	INFO	:	Epoch 2006 | loss: nan | val_loss: nan | Time: 2400.72 ms
[2022-04-24 08:05:56	                main:581]	:	INFO	:	Epoch 2007 | loss: nan | val_loss: nan | Time: 2410.27 ms
[2022-04-24 08:05:59	                main:581]	:	INFO	:	Epoch 2008 | loss: nan | val_loss: nan | Time: 2407.24 ms
[2022-04-24 08:06:01	                main:581]	:	INFO	:	Epoch 2009 | loss: nan | val_loss: nan | Time: 2413.95 ms
[2022-04-24 08:06:03	                main:581]	:	INFO	:	Epoch 2010 | loss: nan | val_loss: nan | Time: 2400.91 ms
[2022-04-24 08:06:06	                main:581]	:	INFO	:	Epoch 2011 | loss: nan | val_loss: nan | Time: 2413.74 ms
[2022-04-24 08:06:08	                main:581]	:	INFO	:	Epoch 2012 | loss: nan | val_loss: nan | Time: 2404.78 ms
[2022-04-24 08:06:11	                main:581]	:	INFO	:	Epoch 2013 | loss: nan | val_loss: nan | Time: 2403.18 ms
[2022-04-24 08:06:13	                main:581]	:	INFO	:	Epoch 2014 | loss: nan | val_loss: nan | Time: 2402.89 ms
[2022-04-24 08:06:15	                main:581]	:	INFO	:	Epoch 2015 | loss: nan | val_loss: nan | Time: 2410.11 ms
[2022-04-24 08:06:18	                main:581]	:	INFO	:	Epoch 2016 | loss: nan | val_loss: nan | Time: 2403.94 ms
[2022-04-24 08:06:20	                main:581]	:	INFO	:	Epoch 2017 | loss: nan | val_loss: nan | Time: 2398.6 ms
[2022-04-24 08:06:23	                main:581]	:	INFO	:	Epoch 2018 | loss: nan | val_loss: nan | Time: 2412.57 ms
[2022-04-24 08:06:25	                main:581]	:	INFO	:	Epoch 2019 | loss: nan | val_loss: nan | Time: 2406.71 ms
[2022-04-24 08:06:27	                main:581]	:	INFO	:	Epoch 2020 | loss: nan | val_loss: nan | Time: 2411.19 ms
[2022-04-24 08:06:30	                main:581]	:	INFO	:	Epoch 2021 | loss: nan | val_loss: nan | Time: 2412.36 ms
[2022-04-24 08:06:32	                main:581]	:	INFO	:	Epoch 2022 | loss: nan | val_loss: nan | Time: 2405.86 ms
[2022-04-24 08:06:35	                main:581]	:	INFO	:	Epoch 2023 | loss: nan | val_loss: nan | Time: 2398.9 ms
[2022-04-24 08:06:37	                main:581]	:	INFO	:	Epoch 2024 | loss: nan | val_loss: nan | Time: 2410.53 ms
[2022-04-24 08:06:40	                main:581]	:	INFO	:	Epoch 2025 | loss: nan | val_loss: nan | Time: 2403.93 ms
[2022-04-24 08:06:42	                main:581]	:	INFO	:	Epoch 2026 | loss: nan | val_loss: nan | Time: 2399.37 ms
[2022-04-24 08:06:44	                main:581]	:	INFO	:	Epoch 2027 | loss: nan | val_loss: nan | Time: 2405.45 ms
[2022-04-24 08:06:47	                main:581]	:	INFO	:	Epoch 2028 | loss: nan | val_loss: nan | Time: 2407.06 ms
[2022-04-24 08:06:49	                main:581]	:	INFO	:	Epoch 2029 | loss: nan | val_loss: nan | Time: 2406.71 ms
[2022-04-24 08:06:52	                main:581]	:	INFO	:	Epoch 2030 | loss: nan | val_loss: nan | Time: 2414.47 ms
[2022-04-24 08:06:54	                main:581]	:	INFO	:	Epoch 2031 | loss: nan | val_loss: nan | Time: 2411.55 ms
[2022-04-24 08:06:56	                main:581]	:	INFO	:	Epoch 2032 | loss: nan | val_loss: nan | Time: 2410.81 ms
[2022-04-24 08:06:59	                main:581]	:	INFO	:	Epoch 2033 | loss: nan | val_loss: nan | Time: 2465.18 ms
[2022-04-24 08:07:01	                main:581]	:	INFO	:	Epoch 2034 | loss: nan | val_loss: nan | Time: 2463.87 ms
[2022-04-24 08:07:04	                main:581]	:	INFO	:	Epoch 2035 | loss: nan | val_loss: nan | Time: 2458.61 ms
[2022-04-24 08:07:06	                main:581]	:	INFO	:	Epoch 2036 | loss: nan | val_loss: nan | Time: 2462.46 ms
[2022-04-24 08:07:09	                main:581]	:	INFO	:	Epoch 2037 | loss: nan | val_loss: nan | Time: 2461.77 ms
[2022-04-24 08:07:11	                main:581]	:	INFO	:	Epoch 2038 | loss: nan | val_loss: nan | Time: 2462.17 ms
[2022-04-24 08:07:14	                main:581]	:	INFO	:	Epoch 2039 | loss: nan | val_loss: nan | Time: 2458.99 ms
[2022-04-24 08:07:16	                main:581]	:	INFO	:	Epoch 2040 | loss: nan | val_loss: nan | Time: 2463.52 ms
[2022-04-24 08:07:19	                main:581]	:	INFO	:	Epoch 2041 | loss: nan | val_loss: nan | Time: 2461.34 ms
[2022-04-24 08:07:21	                main:581]	:	INFO	:	Epoch 2042 | loss: nan | val_loss: nan | Time: 2461.1 ms
[2022-04-24 08:07:23	                main:581]	:	INFO	:	Epoch 2043 | loss: nan | val_loss: nan | Time: 2464.41 ms
[2022-04-24 08:07:26	                main:581]	:	INFO	:	Epoch 2044 | loss: nan | val_loss: nan | Time: 2464.22 ms
[2022-04-24 08:07:28	                main:581]	:	INFO	:	Epoch 2045 | loss: nan | val_loss: nan | Time: 2466.7 ms
[2022-04-24 08:07:31	                main:581]	:	INFO	:	Epoch 2046 | loss: nan | val_loss: nan | Time: 2513.94 ms
[2022-04-24 08:07:33	                main:581]	:	INFO	:	Epoch 2047 | loss: nan | val_loss: nan | Time: 2468.13 ms
[2022-04-24 08:07:36	                main:581]	:	INFO	:	Epoch 2048 | loss: nan | val_loss: nan | Time: 2508.92 ms
[2022-04-24 08:07:36	                main:604]	:	INFO	:	Saving trained model to model-final.pt, val_loss nan
[2022-04-24 08:07:36	                main:610]	:	INFO	:	Saving end state to config to file
[2022-04-24 08:07:36	                main:615]	:	INFO	:	Success, exiting..
08:07:36 (260462): 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)