Task 7594367

Name ParityModified-1631730344-24220-2_0
Workunit 5250419
Created 25 Sep 2021, 23:53:33 UTC
Sent 2 Oct 2021, 20:59:42 UTC
Report deadline 9 Oct 2021, 20:59:42 UTC
Received 7 Oct 2021, 2:54:29 UTC
Server state Over
Outcome Computation error
Client state Compute error
Exit status 194 (0x000000C2) EXIT_ABORTED_BY_CLIENT
Computer ID 4983
Run time 1 hours 42 min 44 sec
CPU time 1 hours 25 min 48 sec
Validate state Invalid
Credit 0.00
Device peak FLOPS 1,475.79 GFLOPS
Application version Machine Learning Dataset Generator (GPU) v9.75 (cuda10200)
windows_x86_64
Peak working set size 1.55 GB
Peak swap size 3.46 GB
Peak disk usage 1.54 GB

Stderr output

<core_client_version>7.16.11</core_client_version>
<![CDATA[
<message>
(unknown error) - exit code 194 (0xc2)</message>
<stderr_txt>
0311258 | val_loss: 0.0311541 | Time: 3216.75 ms
[2021-10-06 18:26:50	                main:574]	:	INFO	:	Epoch 1381 | loss: 0.031127 | val_loss: 0.0311641 | Time: 3198.03 ms
[2021-10-06 18:26:53	                main:574]	:	INFO	:	Epoch 1382 | loss: 0.0311283 | val_loss: 0.0311774 | Time: 3248.6 ms
[2021-10-06 18:26:57	                main:574]	:	INFO	:	Epoch 1383 | loss: 0.0311263 | val_loss: 0.0311625 | Time: 3212.41 ms
[2021-10-06 18:27:00	                main:574]	:	INFO	:	Epoch 1384 | loss: 0.0311288 | val_loss: 0.0311621 | Time: 3225.28 ms
[2021-10-06 18:27:03	                main:574]	:	INFO	:	Epoch 1385 | loss: 0.0311281 | val_loss: 0.0311568 | Time: 3211.38 ms
[2021-10-06 18:27:06	                main:574]	:	INFO	:	Epoch 1386 | loss: 0.0311261 | val_loss: 0.0311523 | Time: 3227.87 ms
[2021-10-06 18:27:10	                main:574]	:	INFO	:	Epoch 1387 | loss: 0.0311265 | val_loss: 0.0311533 | Time: 3183.77 ms
[2021-10-06 18:27:13	                main:574]	:	INFO	:	Epoch 1388 | loss: 0.0311244 | val_loss: 0.031157 | Time: 3180.33 ms
[2021-10-06 18:27:16	                main:574]	:	INFO	:	Epoch 1389 | loss: 0.0311243 | val_loss: 0.0311575 | Time: 3204.68 ms
[2021-10-06 18:27:19	                main:574]	:	INFO	:	Epoch 1390 | loss: 0.0311301 | val_loss: 0.0311635 | Time: 3254.16 ms
[2021-10-06 18:27:23	                main:574]	:	INFO	:	Epoch 1391 | loss: 0.031134 | val_loss: 0.0311585 | Time: 3333.39 ms
[2021-10-06 18:27:26	                main:574]	:	INFO	:	Epoch 1392 | loss: 0.0311322 | val_loss: 0.0311614 | Time: 3236.28 ms
[2021-10-06 18:27:29	                main:574]	:	INFO	:	Epoch 1393 | loss: 0.0311295 | val_loss: 0.031162 | Time: 3242.94 ms
[2021-10-06 18:27:32	                main:574]	:	INFO	:	Epoch 1394 | loss: 0.0311284 | val_loss: 0.0311616 | Time: 3203.94 ms
[2021-10-06 18:27:36	                main:574]	:	INFO	:	Epoch 1395 | loss: 0.0311287 | val_loss: 0.0311554 | Time: 3309.91 ms
[2021-10-06 18:27:39	                main:574]	:	INFO	:	Epoch 1396 | loss: 0.0311283 | val_loss: 0.0311563 | Time: 3220.89 ms
[2021-10-06 18:27:42	                main:574]	:	INFO	:	Epoch 1397 | loss: 0.0311309 | val_loss: 0.0311582 | Time: 3240.81 ms
[2021-10-06 18:27:45	                main:574]	:	INFO	:	Epoch 1398 | loss: 0.031128 | val_loss: 0.0311535 | Time: 3239.48 ms
[2021-10-06 18:27:49	                main:574]	:	INFO	:	Epoch 1399 | loss: 0.0311274 | val_loss: 0.0311588 | Time: 3218.35 ms
[2021-10-06 18:27:52	                main:574]	:	INFO	:	Epoch 1400 | loss: 0.0311273 | val_loss: 0.031161 | Time: 3239.9 ms
[2021-10-06 18:27:55	                main:574]	:	INFO	:	Epoch 1401 | loss: 0.0311257 | val_loss: 0.0311569 | Time: 3226.82 ms
[2021-10-06 18:27:58	                main:574]	:	INFO	:	Epoch 1402 | loss: 0.0311254 | val_loss: 0.031154 | Time: 3237.06 ms
[2021-10-06 18:28:02	                main:574]	:	INFO	:	Epoch 1403 | loss: 0.0311253 | val_loss: 0.0311544 | Time: 3198.53 ms
[2021-10-06 18:28:05	                main:574]	:	INFO	:	Epoch 1404 | loss: 0.0311269 | val_loss: 0.0311594 | Time: 3278.8 ms
[2021-10-06 18:28:08	                main:574]	:	INFO	:	Epoch 1405 | loss: 0.0311335 | val_loss: 0.0311549 | Time: 3251.81 ms
[2021-10-06 18:28:11	                main:574]	:	INFO	:	Epoch 1406 | loss: 0.0311316 | val_loss: 0.0311549 | Time: 3215.64 ms
[2021-10-06 18:28:15	                main:574]	:	INFO	:	Epoch 1407 | loss: 0.0311288 | val_loss: 0.031154 | Time: 3250.3 ms
[2021-10-06 18:28:18	                main:574]	:	INFO	:	Epoch 1408 | loss: 0.031132 | val_loss: 0.0311521 | Time: 3225.79 ms
[2021-10-06 18:28:21	                main:574]	:	INFO	:	Epoch 1409 | loss: 0.03113 | val_loss: 0.0311555 | Time: 3252.37 ms
[2021-10-06 18:28:24	                main:574]	:	INFO	:	Epoch 1410 | loss: 0.03113 | val_loss: 0.0311581 | Time: 3219.91 ms
[2021-10-06 18:28:28	                main:574]	:	INFO	:	Epoch 1411 | loss: 0.0311279 | val_loss: 0.0311534 | Time: 3213.21 ms
[2021-10-06 18:28:31	                main:574]	:	INFO	:	Epoch 1412 | loss: 0.0311275 | val_loss: 0.0311513 | Time: 3219.47 ms
[2021-10-06 18:28:34	                main:574]	:	INFO	:	Epoch 1413 | loss: 0.0311252 | val_loss: 0.0311541 | Time: 3229.1 ms
[2021-10-06 18:28:37	                main:574]	:	INFO	:	Epoch 1414 | loss: 0.031126 | val_loss: 0.0311562 | Time: 3249.44 ms
[2021-10-06 18:28:41	                main:574]	:	INFO	:	Epoch 1415 | loss: 0.031126 | val_loss: 0.0311547 | Time: 3251.67 ms
[2021-10-06 18:28:44	                main:574]	:	INFO	:	Epoch 1416 | loss: 0.0311243 | val_loss: 0.0311523 | Time: 3214.17 ms
[2021-10-06 18:28:47	                main:574]	:	INFO	:	Epoch 1417 | loss: 0.0311239 | val_loss: 0.0311545 | Time: 3208.54 ms
[2021-10-06 18:28:50	                main:574]	:	INFO	:	Epoch 1418 | loss: 0.0311271 | val_loss: 0.0311542 | Time: 3241.12 ms
[2021-10-06 18:28:54	                main:574]	:	INFO	:	Epoch 1419 | loss: 0.031126 | val_loss: 0.0311535 | Time: 3256.63 ms
[2021-10-06 18:28:57	                main:574]	:	INFO	:	Epoch 1420 | loss: 0.0311275 | val_loss: 0.0311543 | Time: 3194.91 ms
[2021-10-06 18:29:00	                main:574]	:	INFO	:	Epoch 1421 | loss: 0.031125 | val_loss: 0.0311596 | Time: 3209.29 ms
[2021-10-06 18:29:03	                main:574]	:	INFO	:	Epoch 1422 | loss: 0.0311254 | val_loss: 0.0311587 | Time: 3225.05 ms
[2021-10-06 18:29:06	                main:574]	:	INFO	:	Epoch 1423 | loss: 0.0311279 | val_loss: 0.0311624 | Time: 3226.6 ms
[2021-10-06 18:29:10	                main:574]	:	INFO	:	Epoch 1424 | loss: 0.0311323 | val_loss: 0.0311598 | Time: 3216.82 ms
[2021-10-06 18:29:13	                main:574]	:	INFO	:	Epoch 1425 | loss: 0.0311298 | val_loss: 0.031159 | Time: 3226.55 ms
[2021-10-06 18:29:16	                main:574]	:	INFO	:	Epoch 1426 | loss: 0.0311293 | val_loss: 0.0311644 | Time: 3219.99 ms
[2021-10-06 18:29:19	                main:574]	:	INFO	:	Epoch 1427 | loss: 0.0311281 | val_loss: 0.0311557 | Time: 3218.83 ms
[2021-10-06 18:29:23	                main:574]	:	INFO	:	Epoch 1428 | loss: 0.0311286 | val_loss: 0.0311566 | Time: 3279.97 ms
[2021-10-06 18:29:26	                main:574]	:	INFO	:	Epoch 1429 | loss: 0.0311254 | val_loss: 0.0311543 | Time: 3249.9 ms
[2021-10-06 18:29:29	                main:574]	:	INFO	:	Epoch 1430 | loss: 0.031125 | val_loss: 0.0311558 | Time: 3251.2 ms
[2021-10-06 18:29:32	                main:574]	:	INFO	:	Epoch 1431 | loss: 0.0311277 | val_loss: 0.0311523 | Time: 3204.89 ms
[2021-10-06 18:29:36	                main:574]	:	INFO	:	Epoch 1432 | loss: 0.0311296 | val_loss: 0.0311541 | Time: 3246.83 ms
[2021-10-06 18:29:39	                main:574]	:	INFO	:	Epoch 1433 | loss: 0.0311302 | val_loss: 0.031163 | Time: 3247.06 ms
[2021-10-06 18:29:42	                main:574]	:	INFO	:	Epoch 1434 | loss: 0.0311314 | val_loss: 0.0311537 | Time: 3201.73 ms
[2021-10-06 18:29:45	                main:574]	:	INFO	:	Epoch 1435 | loss: 0.0311294 | val_loss: 0.0311543 | Time: 3210.08 ms
[2021-10-06 18:29:49	                main:574]	:	INFO	:	Epoch 1436 | loss: 0.0311288 | val_loss: 0.0311548 | Time: 3288.61 ms
[2021-10-06 18:29:52	                main:574]	:	INFO	:	Epoch 1437 | loss: 0.031139 | val_loss: 0.0311766 | Time: 3227.96 ms
[2021-10-06 18:29:55	                main:574]	:	INFO	:	Epoch 1438 | loss: 0.0311795 | val_loss: 0.031186 | Time: 3215.54 ms
[2021-10-06 18:29:58	                main:574]	:	INFO	:	Epoch 1439 | loss: 0.0311844 | val_loss: 0.0311774 | Time: 3251.72 ms
[2021-10-06 18:30:02	                main:574]	:	INFO	:	Epoch 1440 | loss: 0.0311791 | val_loss: 0.0311752 | Time: 3246.24 ms
[2021-10-06 18:30:05	                main:574]	:	INFO	:	Epoch 1441 | loss: 0.0311748 | val_loss: 0.0311712 | Time: 3217.62 ms
[2021-10-06 18:30:08	                main:574]	:	INFO	:	Epoch 1442 | loss: 0.0311718 | val_loss: 0.0311696 | Time: 3242.88 ms
[2021-10-06 18:30:11	                main:574]	:	INFO	:	Epoch 1443 | loss: 0.0311696 | val_loss: 0.0311671 | Time: 3224.37 ms
[2021-10-06 18:30:15	                main:574]	:	INFO	:	Epoch 1444 | loss: 0.0311683 | val_loss: 0.0311694 | Time: 3254.67 ms
[2021-10-06 18:30:18	                main:574]	:	INFO	:	Epoch 1445 | loss: 0.0311667 | val_loss: 0.0311663 | Time: 3237.92 ms
[2021-10-06 18:30:21	                main:574]	:	INFO	:	Epoch 1446 | loss: 0.0311668 | val_loss: 0.0311683 | Time: 3240.96 ms
[2021-10-06 18:30:24	                main:574]	:	INFO	:	Epoch 1447 | loss: 0.0311666 | val_loss: 0.0311689 | Time: 3208.43 ms
[2021-10-06 18:30:28	                main:574]	:	INFO	:	Epoch 1448 | loss: 0.0311657 | val_loss: 0.0311668 | Time: 3204.32 ms
[2021-10-06 18:30:31	                main:574]	:	INFO	:	Epoch 1449 | loss: 0.0311656 | val_loss: 0.0311671 | Time: 3203.45 ms
[2021-10-06 18:30:34	                main:574]	:	INFO	:	Epoch 1450 | loss: 0.0311634 | val_loss: 0.0311661 | Time: 3244.81 ms
[2021-10-06 18:30:37	                main:574]	:	INFO	:	Epoch 1451 | loss: 0.0311627 | val_loss: 0.0311666 | Time: 3220.52 ms
[2021-10-06 18:30:41	                main:574]	:	INFO	:	Epoch 1452 | loss: 0.031163 | val_loss: 0.0311664 | Time: 3216.6 ms
[2021-10-06 18:30:44	                main:574]	:	INFO	:	Epoch 1453 | loss: 0.031162 | val_loss: 0.0311658 | Time: 3257.12 ms
[2021-10-06 18:30:47	                main:574]	:	INFO	:	Epoch 1454 | loss: 0.0311615 | val_loss: 0.0311663 | Time: 3222.84 ms
[2021-10-06 18:30:50	                main:574]	:	INFO	:	Epoch 1455 | loss: 0.0311618 | val_loss: 0.0311666 | Time: 3246.52 ms
[2021-10-06 18:30:54	                main:574]	:	INFO	:	Epoch 1456 | loss: 0.0311603 | val_loss: 0.0311653 | Time: 3225.85 ms
[2021-10-06 18:30:57	                main:574]	:	INFO	:	Epoch 1457 | loss: 0.0311596 | val_loss: 0.0311653 | Time: 3206.86 ms
[2021-10-06 18:31:00	                main:574]	:	INFO	:	Epoch 1458 | loss: 0.0311585 | val_loss: 0.0311643 | Time: 3218.44 ms
[2021-10-06 18:31:03	                main:574]	:	INFO	:	Epoch 1459 | loss: 0.031159 | val_loss: 0.0311672 | Time: 3241.45 ms
[2021-10-06 18:31:07	                main:574]	:	INFO	:	Epoch 1460 | loss: 0.0311592 | val_loss: 0.0311649 | Time: 3289.96 ms
[2021-10-06 18:31:10	                main:574]	:	INFO	:	Epoch 1461 | loss: 0.0311571 | val_loss: 0.0311675 | Time: 3237.75 ms
[2021-10-06 18:31:13	                main:574]	:	INFO	:	Epoch 1462 | loss: 0.0311573 | val_loss: 0.0311656 | Time: 3275.6 ms
[2021-10-06 18:31:16	                main:574]	:	INFO	:	Epoch 1463 | loss: 0.0311565 | val_loss: 0.0311671 | Time: 3223.08 ms
[2021-10-06 18:31:20	                main:574]	:	INFO	:	Epoch 1464 | loss: 0.0311559 | val_loss: 0.0311652 | Time: 3251.24 ms
[2021-10-06 18:31:23	                main:574]	:	INFO	:	Epoch 1465 | loss: 0.0311543 | val_loss: 0.0311678 | Time: 3212.2 ms
[2021-10-06 18:31:26	                main:574]	:	INFO	:	Epoch 1466 | loss: 0.0311543 | val_loss: 0.0311675 | Time: 3214.71 ms
[2021-10-06 18:31:29	                main:574]	:	INFO	:	Epoch 1467 | loss: 0.0311561 | val_loss: 0.0311695 | Time: 3217.3 ms
[2021-10-06 18:31:32	                main:574]	:	INFO	:	Epoch 1468 | loss: 0.0311536 | val_loss: 0.0311651 | Time: 3213.04 ms
[2021-10-06 18:31:36	                main:574]	:	INFO	:	Epoch 1469 | loss: 0.0311538 | val_loss: 0.0311651 | Time: 3233.85 ms
[2021-10-06 18:31:39	                main:574]	:	INFO	:	Epoch 1470 | loss: 0.031154 | val_loss: 0.0311653 | Time: 3224.87 ms
[2021-10-06 18:31:42	                main:574]	:	INFO	:	Epoch 1471 | loss: 0.031153 | val_loss: 0.0311664 | Time: 3244.32 ms
[2021-10-06 18:31:45	                main:574]	:	INFO	:	Epoch 1472 | loss: 0.031152 | val_loss: 0.0311678 | Time: 3207.1 ms
[2021-10-06 18:31:49	                main:574]	:	INFO	:	Epoch 1473 | loss: 0.0311535 | val_loss: 0.0311691 | Time: 3205 ms
[2021-10-06 18:31:52	                main:574]	:	INFO	:	Epoch 1474 | loss: 0.0311526 | val_loss: 0.0311653 | Time: 3231.21 ms
[2021-10-06 18:31:55	                main:574]	:	INFO	:	Epoch 1475 | loss: 0.0311509 | val_loss: 0.0311656 | Time: 3238.23 ms
[2021-10-06 18:31:58	                main:574]	:	INFO	:	Epoch 1476 | loss: 0.0311502 | val_loss: 0.0311645 | Time: 3229.19 ms
[2021-10-06 18:32:02	                main:574]	:	INFO	:	Epoch 1477 | loss: 0.031151 | val_loss: 0.0311637 | Time: 3253.2 ms
[2021-10-06 18:32:05	                main:574]	:	INFO	:	Epoch 1478 | loss: 0.0311513 | val_loss: 0.0311645 | Time: 3246.81 ms
[2021-10-06 18:32:08	                main:574]	:	INFO	:	Epoch 1479 | loss: 0.0311506 | val_loss: 0.0311655 | Time: 3241.15 ms
[2021-10-06 18:32:11	                main:574]	:	INFO	:	Epoch 1480 | loss: 0.0311499 | val_loss: 0.0311658 | Time: 3244.36 ms
[2021-10-06 18:32:15	                main:574]	:	INFO	:	Epoch 1481 | loss: 0.0311497 | val_loss: 0.0311675 | Time: 3219.77 ms
[2021-10-06 18:32:18	                main:574]	:	INFO	:	Epoch 1482 | loss: 0.0311502 | val_loss: 0.0311708 | Time: 3240.97 ms
[2021-10-06 18:32:21	                main:574]	:	INFO	:	Epoch 1483 | loss: 0.0311505 | val_loss: 0.0311666 | Time: 3248.58 ms
[2021-10-06 18:32:25	                main:574]	:	INFO	:	Epoch 1484 | loss: 0.0311494 | val_loss: 0.0311645 | Time: 3297 ms
[2021-10-06 18:32:28	                main:574]	:	INFO	:	Epoch 1485 | loss: 0.0311486 | val_loss: 0.0311656 | Time: 3249.26 ms
[2021-10-06 18:32:31	                main:574]	:	INFO	:	Epoch 1486 | loss: 0.0311485 | val_loss: 0.0311646 | Time: 3210.25 ms
[2021-10-06 18:32:34	                main:574]	:	INFO	:	Epoch 1487 | loss: 0.031148 | val_loss: 0.0311652 | Time: 3241.69 ms
[2021-10-06 18:32:38	                main:574]	:	INFO	:	Epoch 1488 | loss: 0.0311514 | val_loss: 0.0311638 | Time: 3235.25 ms
[2021-10-06 18:32:41	                main:574]	:	INFO	:	Epoch 1489 | loss: 0.0311481 | val_loss: 0.0311634 | Time: 3241.27 ms
[2021-10-06 18:32:44	                main:574]	:	INFO	:	Epoch 1490 | loss: 0.0311488 | val_loss: 0.0311631 | Time: 3218.33 ms
[2021-10-06 18:32:47	                main:574]	:	INFO	:	Epoch 1491 | loss: 0.0311484 | val_loss: 0.0311656 | Time: 3217.79 ms
[2021-10-06 18:32:51	                main:574]	:	INFO	:	Epoch 1492 | loss: 0.0311476 | val_loss: 0.0311619 | Time: 3242.65 ms
[2021-10-06 18:32:54	                main:574]	:	INFO	:	Epoch 1493 | loss: 0.0311481 | val_loss: 0.0311659 | Time: 3245.48 ms
[2021-10-06 18:32:57	                main:574]	:	INFO	:	Epoch 1494 | loss: 0.0311472 | val_loss: 0.0311662 | Time: 3197.4 ms
[2021-10-06 18:33:00	                main:574]	:	INFO	:	Epoch 1495 | loss: 0.0311481 | val_loss: 0.0311667 | Time: 3202.62 ms
[2021-10-06 18:33:03	                main:574]	:	INFO	:	Epoch 1496 | loss: 0.0311474 | val_loss: 0.0311666 | Time: 3217.94 ms
[2021-10-06 18:33:07	                main:574]	:	INFO	:	Epoch 1497 | loss: 0.0311477 | val_loss: 0.0311665 | Time: 3226.14 ms
[2021-10-06 18:33:10	                main:574]	:	INFO	:	Epoch 1498 | loss: 0.0311476 | val_loss: 0.0311719 | Time: 3259.55 ms
[2021-10-06 18:33:13	                main:574]	:	INFO	:	Epoch 1499 | loss: 0.0311478 | val_loss: 0.0311642 | Time: 3260.71 ms
[2021-10-06 18:33:16	                main:574]	:	INFO	:	Epoch 1500 | loss: 0.0311458 | val_loss: 0.0311643 | Time: 3222.06 ms
[2021-10-06 18:33:20	                main:574]	:	INFO	:	Epoch 1501 | loss: 0.031145 | val_loss: 0.0311632 | Time: 3255.99 ms
[2021-10-06 18:33:23	                main:574]	:	INFO	:	Epoch 1502 | loss: 0.0311452 | val_loss: 0.0311631 | Time: 3234.63 ms
[2021-10-06 18:33:26	                main:574]	:	INFO	:	Epoch 1503 | loss: 0.0311448 | val_loss: 0.0311627 | Time: 3247.44 ms
[2021-10-06 18:33:29	                main:574]	:	INFO	:	Epoch 1504 | loss: 0.031145 | val_loss: 0.03116 | Time: 3213.09 ms
[2021-10-06 18:33:33	                main:574]	:	INFO	:	Epoch 1505 | loss: 0.0311461 | val_loss: 0.0311621 | Time: 3236.68 ms
[2021-10-06 18:33:36	                main:574]	:	INFO	:	Epoch 1506 | loss: 0.0311465 | val_loss: 0.0311633 | Time: 3255.72 ms
[2021-10-06 18:33:39	                main:574]	:	INFO	:	Epoch 1507 | loss: 0.0311456 | val_loss: 0.0311603 | Time: 3226.73 ms
[2021-10-06 18:33:42	                main:574]	:	INFO	:	Epoch 1508 | loss: 0.0311444 | val_loss: 0.0311631 | Time: 3238.22 ms
[2021-10-06 18:33:46	                main:574]	:	INFO	:	Epoch 1509 | loss: 0.0311449 | val_loss: 0.0311648 | Time: 3253.03 ms
[2021-10-06 18:33:49	                main:574]	:	INFO	:	Epoch 1510 | loss: 0.0311476 | val_loss: 0.031161 | Time: 3214.57 ms
[2021-10-06 18:33:52	                main:574]	:	INFO	:	Epoch 1511 | loss: 0.0311502 | val_loss: 0.0311616 | Time: 3224.89 ms
[2021-10-06 18:33:55	                main:574]	:	INFO	:	Epoch 1512 | loss: 0.0311548 | val_loss: 0.0311622 | Time: 3233.99 ms
[2021-10-06 18:33:59	                main:574]	:	INFO	:	Epoch 1513 | loss: 0.0311554 | val_loss: 0.0311612 | Time: 3217.25 ms
[2021-10-06 18:34:02	                main:574]	:	INFO	:	Epoch 1514 | loss: 0.0311546 | val_loss: 0.0311635 | Time: 3312.58 ms
[2021-10-06 18:34:05	                main:574]	:	INFO	:	Epoch 1515 | loss: 0.0311517 | val_loss: 0.0311592 | Time: 3374.37 ms
[2021-10-06 18:34:09	                main:574]	:	INFO	:	Epoch 1516 | loss: 0.0311496 | val_loss: 0.0311604 | Time: 3292.03 ms
[2021-10-06 18:34:12	                main:574]	:	INFO	:	Epoch 1517 | loss: 0.0311496 | val_loss: 0.0311622 | Time: 3357.57 ms
[2021-10-06 18:34:15	                main:574]	:	INFO	:	Epoch 1518 | loss: 0.0311497 | val_loss: 0.0311585 | Time: 3310.34 ms
[2021-10-06 18:34:19	                main:574]	:	INFO	:	Epoch 1519 | loss: 0.0311493 | val_loss: 0.0311628 | Time: 3236.28 ms
[2021-10-06 18:34:22	                main:574]	:	INFO	:	Epoch 1520 | loss: 0.0311481 | val_loss: 0.0311612 | Time: 3346.06 ms
[2021-10-06 18:34:25	                main:574]	:	INFO	:	Epoch 1521 | loss: 0.0311472 | val_loss: 0.0311636 | Time: 3314.37 ms
[2021-10-06 18:34:29	                main:574]	:	INFO	:	Epoch 1522 | loss: 0.0311468 | val_loss: 0.0311644 | Time: 3961.88 ms
[2021-10-06 18:34:34	                main:574]	:	INFO	:	Epoch 1523 | loss: 0.0311466 | val_loss: 0.0311686 | Time: 4569.25 ms
[2021-10-06 18:34:38	                main:574]	:	INFO	:	Epoch 1524 | loss: 0.0311471 | val_loss: 0.0311649 | Time: 3757.96 ms
[2021-10-06 18:34:41	                main:574]	:	INFO	:	Epoch 1525 | loss: 0.0311455 | val_loss: 0.0311625 | Time: 3290.54 ms
[2021-10-06 18:34:44	                main:574]	:	INFO	:	Epoch 1526 | loss: 0.0311444 | val_loss: 0.0311618 | Time: 3220.84 ms
[2021-10-06 18:34:48	                main:574]	:	INFO	:	Epoch 1527 | loss: 0.0311435 | val_loss: 0.031163 | Time: 3247.78 ms
[2021-10-06 18:34:51	                main:574]	:	INFO	:	Epoch 1528 | loss: 0.0311433 | val_loss: 0.031163 | Time: 3238.42 ms
[2021-10-06 18:34:54	                main:574]	:	INFO	:	Epoch 1529 | loss: 0.0311444 | val_loss: 0.0311631 | Time: 3266.81 ms
[2021-10-06 18:34:57	                main:574]	:	INFO	:	Epoch 1530 | loss: 0.0311458 | val_loss: 0.0311685 | Time: 3213.44 ms
[2021-10-06 18:35:01	                main:574]	:	INFO	:	Epoch 1531 | loss: 0.0311452 | val_loss: 0.0311641 | Time: 3247.74 ms
[2021-10-06 18:35:04	                main:574]	:	INFO	:	Epoch 1532 | loss: 0.0311447 | val_loss: 0.0311672 | Time: 3242.6 ms
[2021-10-06 18:35:07	                main:574]	:	INFO	:	Epoch 1533 | loss: 0.0311458 | val_loss: 0.0311666 | Time: 3237.12 ms
[2021-10-06 18:35:10	                main:574]	:	INFO	:	Epoch 1534 | loss: 0.0311462 | val_loss: 0.031168 | Time: 3232.47 ms
[2021-10-06 18:35:14	                main:574]	:	INFO	:	Epoch 1535 | loss: 0.0311449 | val_loss: 0.0311681 | Time: 3235.71 ms
[2021-10-06 18:35:17	                main:574]	:	INFO	:	Epoch 1536 | loss: 0.0311433 | val_loss: 0.0311673 | Time: 3211.01 ms
[2021-10-06 18:35:20	                main:574]	:	INFO	:	Epoch 1537 | loss: 0.031144 | val_loss: 0.031164 | Time: 3246.34 ms
[2021-10-06 18:35:23	                main:574]	:	INFO	:	Epoch 1538 | loss: 0.0311434 | val_loss: 0.0311655 | Time: 3215.33 ms
[2021-10-06 18:35:27	                main:574]	:	INFO	:	Epoch 1539 | loss: 0.0311431 | val_loss: 0.0311696 | Time: 3243.63 ms
[2021-10-06 18:35:30	                main:574]	:	INFO	:	Epoch 1540 | loss: 0.0311443 | val_loss: 0.0311684 | Time: 3211.68 ms
[2021-10-06 18:35:33	                main:574]	:	INFO	:	Epoch 1541 | loss: 0.0311454 | val_loss: 0.0311752 | Time: 3249.14 ms
[2021-10-06 18:35:36	                main:574]	:	INFO	:	Epoch 1542 | loss: 0.0311461 | val_loss: 0.0311687 | Time: 3220.92 ms
[2021-10-06 18:35:39	                main:574]	:	INFO	:	Epoch 1543 | loss: 0.0311437 | val_loss: 0.0311633 | Time: 3241.58 ms
[2021-10-06 18:35:43	                main:574]	:	INFO	:	Epoch 1544 | loss: 0.0311438 | val_loss: 0.0311653 | Time: 3242.83 ms
[2021-10-06 18:35:46	                main:574]	:	INFO	:	Epoch 1545 | loss: 0.0311443 | val_loss: 0.0311744 | Time: 3226.09 ms
[2021-10-06 18:35:49	                main:574]	:	INFO	:	Epoch 1546 | loss: 0.0311421 | val_loss: 0.0311671 | Time: 3252.37 ms
[2021-10-06 18:35:52	                main:574]	:	INFO	:	Epoch 1547 | loss: 0.0311419 | val_loss: 0.031163 | Time: 3215.48 ms
[2021-10-06 18:35:56	                main:574]	:	INFO	:	Epoch 1548 | loss: 0.0311422 | val_loss: 0.0311654 | Time: 3246.08 ms
[2021-10-06 18:35:59	                main:574]	:	INFO	:	Epoch 1549 | loss: 0.0311416 | val_loss: 0.0311673 | Time: 3244.09 ms
[2021-10-06 18:36:02	                main:574]	:	INFO	:	Epoch 1550 | loss: 0.0311405 | val_loss: 0.0311676 | Time: 3221.72 ms
[2021-10-06 18:36:05	                main:574]	:	INFO	:	Epoch 1551 | loss: 0.0311404 | val_loss: 0.0311715 | Time: 3252.44 ms
[2021-10-06 18:36:09	                main:574]	:	INFO	:	Epoch 1552 | loss: 0.0311417 | val_loss: 0.0311687 | Time: 3261.92 ms
[2021-10-06 18:36:12	                main:574]	:	INFO	:	Epoch 1553 | loss: 0.0311418 | val_loss: 0.0311674 | Time: 3224.84 ms
[2021-10-06 18:36:15	                main:574]	:	INFO	:	Epoch 1554 | loss: 0.031145 | val_loss: 0.0311671 | Time: 3241.23 ms
[2021-10-06 18:36:18	                main:574]	:	INFO	:	Epoch 1555 | loss: 0.0311424 | val_loss: 0.0311664 | Time: 3256.85 ms
[2021-10-06 18:36:22	                main:574]	:	INFO	:	Epoch 1556 | loss: 0.0311415 | val_loss: 0.0311668 | Time: 3208.58 ms
[2021-10-06 18:36:25	                main:574]	:	INFO	:	Epoch 1557 | loss: 0.0311424 | val_loss: 0.031176 | Time: 3231.41 ms
[2021-10-06 18:36:28	                main:574]	:	INFO	:	Epoch 1558 | loss: 0.0311414 | val_loss: 0.031176 | Time: 3251.16 ms
[2021-10-06 18:36:31	                main:574]	:	INFO	:	Epoch 1559 | loss: 0.0311424 | val_loss: 0.0311625 | Time: 3224.37 ms
[2021-10-06 18:36:35	                main:574]	:	INFO	:	Epoch 1560 | loss: 0.0311423 | val_loss: 0.0311644 | Time: 3264.31 ms
[2021-10-06 18:36:38	                main:574]	:	INFO	:	Epoch 1561 | loss: 0.0311404 | val_loss: 0.031166 | Time: 3220.31 ms
[2021-10-06 18:36:41	                main:574]	:	INFO	:	Epoch 1562 | loss: 0.0311421 | val_loss: 0.0311732 | Time: 3242.95 ms
[2021-10-06 18:36:44	                main:574]	:	INFO	:	Epoch 1563 | loss: 0.0311426 | val_loss: 0.0311672 | Time: 3258.2 ms
[2021-10-06 18:36:48	                main:574]	:	INFO	:	Epoch 1564 | loss: 0.0311406 | val_loss: 0.0311661 | Time: 3230.89 ms
[2021-10-06 18:36:51	                main:574]	:	INFO	:	Epoch 1565 | loss: 0.0311407 | val_loss: 0.031173 | Time: 3285.06 ms
[2021-10-06 18:36:54	                main:574]	:	INFO	:	Epoch 1566 | loss: 0.0311415 | val_loss: 0.0311679 | Time: 3270.74 ms
[2021-10-06 18:36:58	                main:574]	:	INFO	:	Epoch 1567 | loss: 0.0311421 | val_loss: 0.0311661 | Time: 3224.03 ms
[2021-10-06 18:37:01	                main:574]	:	INFO	:	Epoch 1568 | loss: 0.0311415 | val_loss: 0.0311773 | Time: 3247.96 ms
[2021-10-06 18:37:04	                main:574]	:	INFO	:	Epoch 1569 | loss: 0.0311408 | val_loss: 0.0311701 | Time: 3261.61 ms
[2021-10-06 18:37:07	                main:574]	:	INFO	:	Epoch 1570 | loss: 0.0311395 | val_loss: 0.0311656 | Time: 3268.13 ms
[2021-10-06 18:37:11	                main:574]	:	INFO	:	Epoch 1571 | loss: 0.0311401 | val_loss: 0.0311752 | Time: 3195.82 ms
[2021-10-06 18:37:14	                main:574]	:	INFO	:	Epoch 1572 | loss: 0.0311397 | val_loss: 0.0311647 | Time: 3214.17 ms
[2021-10-06 18:37:17	                main:574]	:	INFO	:	Epoch 1573 | loss: 0.0311396 | val_loss: 0.03117 | Time: 3231.82 ms
[2021-10-06 18:37:20	                main:574]	:	INFO	:	Epoch 1574 | loss: 0.0311406 | val_loss: 0.0311656 | Time: 3333.89 ms
[2021-10-06 18:37:24	                main:574]	:	INFO	:	Epoch 1575 | loss: 0.0311418 | val_loss: 0.0311707 | Time: 3425.51 ms
[2021-10-06 18:37:27	                main:574]	:	INFO	:	Epoch 1576 | loss: 0.0311421 | val_loss: 0.0311713 | Time: 3205.66 ms
[2021-10-06 18:37:30	                main:574]	:	INFO	:	Epoch 1577 | loss: 0.0311452 | val_loss: 0.0311733 | Time: 3213.29 ms
[2021-10-06 18:37:34	                main:574]	:	INFO	:	Epoch 1578 | loss: 0.0311403 | val_loss: 0.0311685 | Time: 3198.06 ms
[2021-10-06 18:37:37	                main:574]	:	INFO	:	Epoch 1579 | loss: 0.0311393 | val_loss: 0.0311653 | Time: 3309.44 ms
[2021-10-06 18:37:40	                main:574]	:	INFO	:	Epoch 1580 | loss: 0.0311414 | val_loss: 0.031171 | Time: 3241.96 ms
[2021-10-06 18:37:43	                main:574]	:	INFO	:	Epoch 1581 | loss: 0.0311456 | val_loss: 0.0311651 | Time: 3184.5 ms
[2021-10-06 18:37:47	                main:574]	:	INFO	:	Epoch 1582 | loss: 0.0311463 | val_loss: 0.0311688 | Time: 3200.88 ms
[2021-10-06 18:37:50	                main:574]	:	INFO	:	Epoch 1583 | loss: 0.0311457 | val_loss: 0.0311674 | Time: 3195.02 ms
[2021-10-06 18:37:53	                main:574]	:	INFO	:	Epoch 1584 | loss: 0.0311418 | val_loss: 0.0311636 | Time: 3263.76 ms
[2021-10-06 18:37:56	                main:574]	:	INFO	:	Epoch 1585 | loss: 0.0311424 | val_loss: 0.0311698 | Time: 3230.82 ms
[2021-10-06 18:37:59	                main:574]	:	INFO	:	Epoch 1586 | loss: 0.0311426 | val_loss: 0.0311619 | Time: 3211.45 ms
[2021-10-06 18:38:03	                main:574]	:	INFO	:	Epoch 1587 | loss: 0.0311428 | val_loss: 0.031167 | Time: 3255.25 ms
[2021-10-06 18:38:06	                main:574]	:	INFO	:	Epoch 1588 | loss: 0.031141 | val_loss: 0.0311681 | Time: 3235.64 ms
[2021-10-06 18:38:09	                main:574]	:	INFO	:	Epoch 1589 | loss: 0.0311411 | val_loss: 0.0311629 | Time: 3321.09 ms
[2021-10-06 18:38:13	                main:574]	:	INFO	:	Epoch 1590 | loss: 0.0311407 | val_loss: 0.0311709 | Time: 3229.94 ms
[2021-10-06 18:38:16	                main:574]	:	INFO	:	Epoch 1591 | loss: 0.0311404 | val_loss: 0.031165 | Time: 3236.72 ms
[2021-10-06 18:38:19	                main:574]	:	INFO	:	Epoch 1592 | loss: 0.0311399 | val_loss: 0.0311691 | Time: 3246.41 ms
[2021-10-06 18:38:22	                main:574]	:	INFO	:	Epoch 1593 | loss: 0.0311406 | val_loss: 0.0311679 | Time: 3262.84 ms
[2021-10-06 18:38:26	                main:574]	:	INFO	:	Epoch 1594 | loss: 0.0311419 | val_loss: 0.0311599 | Time: 3224.79 ms
[2021-10-06 18:38:29	                main:574]	:	INFO	:	Epoch 1595 | loss: 0.0311448 | val_loss: 0.0311645 | Time: 3260.88 ms
[2021-10-06 18:38:32	                main:574]	:	INFO	:	Epoch 1596 | loss: 0.0311422 | val_loss: 0.0311622 | Time: 3239.04 ms
[2021-10-06 18:38:35	                main:574]	:	INFO	:	Epoch 1597 | loss: 0.0311425 | val_loss: 0.0311599 | Time: 3217.73 ms
[2021-10-06 18:38:39	                main:574]	:	INFO	:	Epoch 1598 | loss: 0.0311433 | val_loss: 0.0311606 | Time: 3247.42 ms
[2021-10-06 18:38:42	                main:574]	:	INFO	:	Epoch 1599 | loss: 0.0311421 | val_loss: 0.0311587 | Time: 3254.86 ms
[2021-10-06 18:38:45	                main:574]	:	INFO	:	Epoch 1600 | loss: 0.0311418 | val_loss: 0.0311658 | Time: 3225.38 ms
[2021-10-06 18:38:48	                main:574]	:	INFO	:	Epoch 1601 | loss: 0.0311395 | val_loss: 0.0311621 | Time: 3245.12 ms
[2021-10-06 18:38:52	                main:574]	:	INFO	:	Epoch 1602 | loss: 0.0311408 | val_loss: 0.0311577 | Time: 3261.9 ms
[2021-10-06 18:38:55	                main:574]	:	INFO	:	Epoch 1603 | loss: 0.0311404 | val_loss: 0.0311606 | Time: 3201.16 ms
[2021-10-06 18:38:58	                main:574]	:	INFO	:	Epoch 1604 | loss: 0.0311384 | val_loss: 0.0311654 | Time: 3229.59 ms
[2021-10-06 18:39:01	                main:574]	:	INFO	:	Epoch 1605 | loss: 0.0311394 | val_loss: 0.0311663 | Time: 3257.74 ms
[2021-10-06 18:39:05	                main:574]	:	INFO	:	Epoch 1606 | loss: 0.031141 | val_loss: 0.0311652 | Time: 3202.03 ms
[2021-10-06 18:39:08	                main:574]	:	INFO	:	Epoch 1607 | loss: 0.031139 | val_loss: 0.0311615 | Time: 3197.27 ms
[2021-10-06 18:39:11	                main:574]	:	INFO	:	Epoch 1608 | loss: 0.0311372 | val_loss: 0.0311639 | Time: 3247.68 ms
[2021-10-06 18:39:14	                main:574]	:	INFO	:	Epoch 1609 | loss: 0.0311396 | val_loss: 0.031162 | Time: 3259.47 ms
[2021-10-06 18:39:18	                main:574]	:	INFO	:	Epoch 1610 | loss: 0.0311388 | val_loss: 0.0311655 | Time: 3275.87 ms
[2021-10-06 18:39:21	                main:574]	:	INFO	:	Epoch 1611 | loss: 0.0311374 | val_loss: 0.0311626 | Time: 3235.66 ms
[2021-10-06 18:39:24	                main:574]	:	INFO	:	Epoch 1612 | loss: 0.0311384 | val_loss: 0.0311603 | Time: 3292.47 ms
[2021-10-06 18:39:27	                main:574]	:	INFO	:	Epoch 1613 | loss: 0.0311358 | val_loss: 0.0311638 | Time: 3234.15 ms
[2021-10-06 18:39:31	                main:574]	:	INFO	:	Epoch 1614 | loss: 0.031136 | val_loss: 0.0311615 | Time: 3231.51 ms
[2021-10-06 18:39:34	                main:574]	:	INFO	:	Epoch 1615 | loss: 0.0311375 | val_loss: 0.031167 | Time: 3213.49 ms
[2021-10-06 18:39:37	                main:574]	:	INFO	:	Epoch 1616 | loss: 0.0311387 | val_loss: 0.0311672 | Time: 3214.09 ms
[2021-10-06 18:39:40	                main:574]	:	INFO	:	Epoch 1617 | loss: 0.0311392 | val_loss: 0.031171 | Time: 3233.13 ms
[2021-10-06 18:39:44	                main:574]	:	INFO	:	Epoch 1618 | loss: 0.0311481 | val_loss: 0.0311887 | Time: 3241.18 ms
[2021-10-06 18:39:47	                main:574]	:	INFO	:	Epoch 1619 | loss: 0.031176 | val_loss: 0.0311784 | Time: 3228.95 ms
[2021-10-06 18:39:50	                main:574]	:	INFO	:	Epoch 1620 | loss: 0.032561 | val_loss: 0.0316947 | Time: 3236.53 ms
[2021-10-06 18:39:53	                main:574]	:	INFO	:	Epoch 1621 | loss: 0.0314636 | val_loss: 0.0313168 | Time: 3239.21 ms
[2021-10-06 18:39:57	                main:574]	:	INFO	:	Epoch 1622 | loss: 0.031238 | val_loss: 0.0311808 | Time: 3242.33 ms
[2021-10-06 18:40:00	                main:574]	:	INFO	:	Epoch 1623 | loss: 0.0311766 | val_loss: 0.0311674 | Time: 3219.13 ms
[2021-10-06 18:40:03	                main:574]	:	INFO	:	Epoch 1624 | loss: 0.0311639 | val_loss: 0.0311659 | Time: 3237.34 ms
[2021-10-06 18:40:06	                main:574]	:	INFO	:	Epoch 1625 | loss: 0.0311595 | val_loss: 0.0311628 | Time: 3225.14 ms
[2021-10-06 18:40:10	                main:574]	:	INFO	:	Epoch 1626 | loss: 0.031158 | val_loss: 0.0311611 | Time: 3249.59 ms
[2021-10-06 18:40:13	                main:574]	:	INFO	:	Epoch 1627 | loss: 0.0311556 | val_loss: 0.0311621 | Time: 3196.73 ms
[2021-10-06 18:40:16	                main:574]	:	INFO	:	Epoch 1628 | loss: 0.0311542 | val_loss: 0.0311623 | Time: 3213.93 ms
[2021-10-06 18:40:19	                main:574]	:	INFO	:	Epoch 1629 | loss: 0.0311532 | val_loss: 0.031161 | Time: 3223.95 ms
[2021-10-06 18:40:23	                main:574]	:	INFO	:	Epoch 1630 | loss: 0.0311527 | val_loss: 0.0311602 | Time: 3249.57 ms
[2021-10-06 18:40:26	                main:574]	:	INFO	:	Epoch 1631 | loss: 0.0311519 | val_loss: 0.0311636 | Time: 3210.52 ms
[2021-10-06 18:40:29	                main:574]	:	INFO	:	Epoch 1632 | loss: 0.0311542 | val_loss: 0.0311632 | Time: 3262.15 ms
[2021-10-06 18:40:32	                main:574]	:	INFO	:	Epoch 1633 | loss: 0.0311522 | val_loss: 0.0311598 | Time: 3239.22 ms
[2021-10-06 18:40:36	                main:574]	:	INFO	:	Epoch 1634 | loss: 0.0311517 | val_loss: 0.0311626 | Time: 3198.13 ms
[2021-10-06 18:40:39	                main:574]	:	INFO	:	Epoch 1635 | loss: 0.0311511 | val_loss: 0.0311595 | Time: 3212.82 ms
[2021-10-06 18:40:42	                main:574]	:	INFO	:	Epoch 1636 | loss: 0.0311487 | val_loss: 0.0311596 | Time: 3210.81 ms
[2021-10-06 18:40:45	                main:574]	:	INFO	:	Epoch 1637 | loss: 0.0311483 | val_loss: 0.0311595 | Time: 3212.29 ms
[2021-10-06 18:40:48	                main:574]	:	INFO	:	Epoch 1638 | loss: 0.0311471 | val_loss: 0.0311572 | Time: 3262.03 ms
[2021-10-06 18:40:52	                main:574]	:	INFO	:	Epoch 1639 | loss: 0.0311461 | val_loss: 0.0311568 | Time: 3226.17 ms
[2021-10-06 18:40:55	                main:574]	:	INFO	:	Epoch 1640 | loss: 0.0311453 | val_loss: 0.0311595 | Time: 3220.02 ms
[2021-10-06 18:40:58	                main:574]	:	INFO	:	Epoch 1641 | loss: 0.0311448 | val_loss: 0.0311567 | Time: 3214.49 ms
[2021-10-06 18:41:01	                main:574]	:	INFO	:	Epoch 1642 | loss: 0.0311447 | val_loss: 0.0311566 | Time: 3252.4 ms
[2021-10-06 18:41:05	                main:574]	:	INFO	:	Epoch 1643 | loss: 0.031144 | val_loss: 0.031157 | Time: 3219.92 ms
[2021-10-06 18:41:08	                main:574]	:	INFO	:	Epoch 1644 | loss: 0.0311439 | val_loss: 0.0311565 | Time: 3230.19 ms
[2021-10-06 18:41:11	                main:574]	:	INFO	:	Epoch 1645 | loss: 0.0311438 | val_loss: 0.0311545 | Time: 3228.76 ms
[2021-10-06 18:41:14	                main:574]	:	INFO	:	Epoch 1646 | loss: 0.0311427 | val_loss: 0.0311545 | Time: 3252.58 ms
[2021-10-06 18:41:18	                main:574]	:	INFO	:	Epoch 1647 | loss: 0.0311423 | val_loss: 0.0311547 | Time: 3195.83 ms
[2021-10-06 18:41:21	                main:574]	:	INFO	:	Epoch 1648 | loss: 0.0311435 | val_loss: 0.0311526 | Time: 3231.95 ms
[2021-10-06 18:41:24	                main:574]	:	INFO	:	Epoch 1649 | loss: 0.0311421 | val_loss: 0.0311555 | Time: 3236.93 ms
[2021-10-06 18:41:27	                main:574]	:	INFO	:	Epoch 1650 | loss: 0.0311429 | val_loss: 0.0311555 | Time: 3221.92 ms
[2021-10-06 18:41:31	                main:574]	:	INFO	:	Epoch 1651 | loss: 0.0311406 | val_loss: 0.0311533 | Time: 3220.96 ms
[2021-10-06 18:41:34	                main:574]	:	INFO	:	Epoch 1652 | loss: 0.0311403 | val_loss: 0.0311545 | Time: 3250.7 ms
[2021-10-06 18:41:37	                main:574]	:	INFO	:	Epoch 1653 | loss: 0.0311403 | val_loss: 0.0311552 | Time: 3237.89 ms
[2021-10-06 18:41:40	                main:574]	:	INFO	:	Epoch 1654 | loss: 0.03114 | val_loss: 0.0311552 | Time: 3238.3 ms
[2021-10-06 18:41:44	                main:574]	:	INFO	:	Epoch 1655 | loss: 0.0311401 | val_loss: 0.0311567 | Time: 3260.3 ms
[2021-10-06 18:41:47	                main:574]	:	INFO	:	Epoch 1656 | loss: 0.03114 | val_loss: 0.0311537 | Time: 3207.19 ms
[2021-10-06 18:41:50	                main:574]	:	INFO	:	Epoch 1657 | loss: 0.0311412 | val_loss: 0.031155 | Time: 3240 ms
[2021-10-06 18:41:53	                main:574]	:	INFO	:	Epoch 1658 | loss: 0.0311427 | val_loss: 0.0311569 | Time: 3229.9 ms
[2021-10-06 18:41:57	                main:574]	:	INFO	:	Epoch 1659 | loss: 0.0311419 | val_loss: 0.0311561 | Time: 3188.6 ms
[2021-10-06 18:42:00	                main:574]	:	INFO	:	Epoch 1660 | loss: 0.0311411 | val_loss: 0.0311538 | Time: 3236.66 ms
[2021-10-06 18:42:03	                main:574]	:	INFO	:	Epoch 1661 | loss: 0.0311406 | val_loss: 0.0311549 | Time: 3224.71 ms
[2021-10-06 18:42:06	                main:574]	:	INFO	:	Epoch 1662 | loss: 0.0311396 | val_loss: 0.0311519 | Time: 3233.48 ms
[2021-10-06 18:42:10	                main:574]	:	INFO	:	Epoch 1663 | loss: 0.0311398 | val_loss: 0.0311541 | Time: 3225.41 ms
[2021-10-06 18:42:13	                main:574]	:	INFO	:	Epoch 1664 | loss: 0.0311424 | val_loss: 0.0311559 | Time: 3272.22 ms
[2021-10-06 18:42:16	                main:574]	:	INFO	:	Epoch 1665 | loss: 0.0311471 | val_loss: 0.0311534 | Time: 3190.22 ms
[2021-10-06 18:42:19	                main:574]	:	INFO	:	Epoch 1666 | loss: 0.0311471 | val_loss: 0.0311531 | Time: 3251.9 ms
[2021-10-06 18:42:23	                main:574]	:	INFO	:	Epoch 1667 | loss: 0.0311457 | val_loss: 0.0311522 | Time: 3226.44 ms
[2021-10-06 18:42:26	                main:574]	:	INFO	:	Epoch 1668 | loss: 0.0311447 | val_loss: 0.0311523 | Time: 3241.47 ms
[2021-10-06 18:42:29	                main:574]	:	INFO	:	Epoch 1669 | loss: 0.0311433 | val_loss: 0.0311542 | Time: 3229.53 ms
[2021-10-06 18:42:32	                main:574]	:	INFO	:	Epoch 1670 | loss: 0.0311451 | val_loss: 0.0311573 | Time: 3242.99 ms
[2021-10-06 18:42:36	                main:574]	:	INFO	:	Epoch 1671 | loss: 0.0311439 | val_loss: 0.0311566 | Time: 3226.71 ms
[2021-10-06 18:42:39	                main:574]	:	INFO	:	Epoch 1672 | loss: 0.0311446 | val_loss: 0.0311578 | Time: 3223.76 ms
[2021-10-06 18:42:42	                main:574]	:	INFO	:	Epoch 1673 | loss: 0.0311427 | val_loss: 0.0311567 | Time: 3232.75 ms
[2021-10-06 18:42:45	                main:574]	:	INFO	:	Epoch 1674 | loss: 0.0311415 | val_loss: 0.0311568 | Time: 3310.05 ms
[2021-10-06 18:42:49	                main:574]	:	INFO	:	Epoch 1675 | loss: 0.0311418 | val_loss: 0.0311572 | Time: 3301.07 ms
[2021-10-06 18:42:52	                main:574]	:	INFO	:	Epoch 1676 | loss: 0.0311444 | val_loss: 0.0311587 | Time: 3241.76 ms
[2021-10-06 18:42:55	                main:574]	:	INFO	:	Epoch 1677 | loss: 0.0311428 | val_loss: 0.0311553 | Time: 3208.8 ms
[2021-10-06 18:42:58	                main:574]	:	INFO	:	Epoch 1678 | loss: 0.0311432 | val_loss: 0.0311587 | Time: 3249.62 ms
[2021-10-06 18:43:02	                main:574]	:	INFO	:	Epoch 1679 | loss: 0.0311426 | val_loss: 0.0311527 | Time: 3224.1 ms
[2021-10-06 18:43:05	                main:574]	:	INFO	:	Epoch 1680 | loss: 0.0311424 | val_loss: 0.0311539 | Time: 3238.24 ms
[2021-10-06 18:43:08	                main:574]	:	INFO	:	Epoch 1681 | loss: 0.0311419 | val_loss: 0.0311561 | Time: 3213.95 ms
[2021-10-06 18:43:11	                main:574]	:	INFO	:	Epoch 1682 | loss: 0.0311406 | val_loss: 0.0311626 | Time: 3248.54 ms
[2021-10-06 18:43:15	                main:574]	:	INFO	:	Epoch 1683 | loss: 0.0311673 | val_loss: 0.0311745 | Time: 3205.28 ms
[2021-10-06 18:43:18	                main:574]	:	INFO	:	Epoch 1684 | loss: 0.0311739 | val_loss: 0.0311715 | Time: 3245.44 ms
[2021-10-06 18:43:21	                main:574]	:	INFO	:	Epoch 1685 | loss: 0.0311718 | val_loss: 0.0311696 | Time: 3237.81 ms
[2021-10-06 18:43:24	                main:574]	:	INFO	:	Epoch 1686 | loss: 0.0311672 | val_loss: 0.0311662 | Time: 3218.51 ms
[2021-10-06 18:43:28	                main:574]	:	INFO	:	Epoch 1687 | loss: 0.0311626 | val_loss: 0.0311652 | Time: 3237.15 ms
[2021-10-06 18:43:31	                main:574]	:	INFO	:	Epoch 1688 | loss: 0.0311606 | val_loss: 0.0311645 | Time: 3230.13 ms
[2021-10-06 18:43:34	                main:574]	:	INFO	:	Epoch 1689 | loss: 0.0311594 | val_loss: 0.031163 | Time: 3260.28 ms
[2021-10-06 18:43:37	                main:574]	:	INFO	:	Epoch 1690 | loss: 0.0311592 | val_loss: 0.0311669 | Time: 3225.27 ms
[2021-10-06 18:43:41	                main:574]	:	INFO	:	Epoch 1691 | loss: 0.0311595 | val_loss: 0.0311628 | Time: 3219.45 ms
[2021-10-06 18:43:44	                main:574]	:	INFO	:	Epoch 1692 | loss: 0.0311574 | val_loss: 0.0311627 | Time: 3223.28 ms
[2021-10-06 18:43:47	                main:574]	:	INFO	:	Epoch 1693 | loss: 0.0311556 | val_loss: 0.0311606 | Time: 3267.27 ms
[2021-10-06 18:43:50	                main:574]	:	INFO	:	Epoch 1694 | loss: 0.0311539 | val_loss: 0.0311604 | Time: 3196.08 ms
[2021-10-06 18:43:54	                main:574]	:	INFO	:	Epoch 1695 | loss: 0.0311553 | val_loss: 0.0311604 | Time: 3194.83 ms
[2021-10-06 18:43:57	                main:574]	:	INFO	:	Epoch 1696 | loss: 0.0311543 | val_loss: 0.0311592 | Time: 3281.23 ms
[2021-10-06 18:44:00	                main:574]	:	INFO	:	Epoch 1697 | loss: 0.0311531 | val_loss: 0.0311605 | Time: 3243.31 ms
[2021-10-06 18:44:03	                main:574]	:	INFO	:	Epoch 1698 | loss: 0.0311536 | val_loss: 0.0311595 | Time: 3190.33 ms
[2021-10-06 18:44:07	                main:574]	:	INFO	:	Epoch 1699 | loss: 0.0311519 | val_loss: 0.0311621 | Time: 3205.3 ms
[2021-10-06 18:44:10	                main:574]	:	INFO	:	Epoch 1700 | loss: 0.0311542 | val_loss: 0.0311647 | Time: 3228.02 ms
[2021-10-06 18:44:13	                main:574]	:	INFO	:	Epoch 1701 | loss: 0.0311508 | val_loss: 0.0311603 | Time: 3221.32 ms
[2021-10-06 18:44:16	                main:574]	:	INFO	:	Epoch 1702 | loss: 0.0311491 | val_loss: 0.0311606 | Time: 3209.64 ms
[2021-10-06 18:44:19	                main:574]	:	INFO	:	Epoch 1703 | loss: 0.0311485 | val_loss: 0.0311613 | Time: 3235.31 ms
[2021-10-06 18:44:23	                main:574]	:	INFO	:	Epoch 1704 | loss: 0.0311478 | val_loss: 0.0311654 | Time: 3250.92 ms
[2021-10-06 18:44:26	                main:574]	:	INFO	:	Epoch 1705 | loss: 0.0311499 | val_loss: 0.0311619 | Time: 3306.07 ms
[2021-10-06 18:44:29	                main:574]	:	INFO	:	Epoch 1706 | loss: 0.0311497 | val_loss: 0.0311641 | Time: 3235.54 ms
[2021-10-06 18:44:33	                main:574]	:	INFO	:	Epoch 1707 | loss: 0.0311508 | val_loss: 0.0311614 | Time: 3239.07 ms
[2021-10-06 18:44:36	                main:574]	:	INFO	:	Epoch 1708 | loss: 0.0311473 | val_loss: 0.0311637 | Time: 3242.99 ms
[2021-10-06 18:44:39	                main:574]	:	INFO	:	Epoch 1709 | loss: 0.0311483 | val_loss: 0.0311617 | Time: 3198.67 ms
[2021-10-06 18:44:42	                main:574]	:	INFO	:	Epoch 1710 | loss: 0.0311467 | val_loss: 0.0311613 | Time: 3256.42 ms
[2021-10-06 18:44:46	                main:574]	:	INFO	:	Epoch 1711 | loss: 0.0311466 | val_loss: 0.0311618 | Time: 3250.43 ms
[2021-10-06 18:44:49	                main:574]	:	INFO	:	Epoch 1712 | loss: 0.0311459 | val_loss: 0.0311611 | Time: 3226.46 ms
[2021-10-06 18:44:52	                main:574]	:	INFO	:	Epoch 1713 | loss: 0.031146 | val_loss: 0.0311628 | Time: 3207.11 ms
[2021-10-06 18:44:55	                main:574]	:	INFO	:	Epoch 1714 | loss: 0.031146 | val_loss: 0.0311623 | Time: 3233.03 ms
[2021-10-06 18:44:59	                main:574]	:	INFO	:	Epoch 1715 | loss: 0.0311474 | val_loss: 0.031162 | Time: 3250.63 ms
[2021-10-06 18:45:02	                main:574]	:	INFO	:	Epoch 1716 | loss: 0.0311459 | val_loss: 0.0311658 | Time: 3235.37 ms
[2021-10-06 18:45:05	                main:574]	:	INFO	:	Epoch 1717 | loss: 0.0311471 | val_loss: 0.0311604 | Time: 3242.29 ms
[2021-10-06 18:45:08	                main:574]	:	INFO	:	Epoch 1718 | loss: 0.0311452 | val_loss: 0.0311617 | Time: 3200.71 ms
[2021-10-06 18:45:12	                main:574]	:	INFO	:	Epoch 1719 | loss: 0.0311451 | val_loss: 0.0311624 | Time: 3232.03 ms
[2021-10-06 18:45:15	                main:574]	:	INFO	:	Epoch 1720 | loss: 0.0311461 | val_loss: 0.0311614 | Time: 3244.19 ms
[2021-10-06 18:45:18	                main:574]	:	INFO	:	Epoch 1721 | loss: 0.0311464 | val_loss: 0.0311619 | Time: 3233.22 ms
[2021-10-06 18:45:21	                main:574]	:	INFO	:	Epoch 1722 | loss: 0.0311458 | val_loss: 0.0311648 | Time: 3228.75 ms
[2021-10-06 18:45:24	                main:574]	:	INFO	:	Epoch 1723 | loss: 0.0311468 | val_loss: 0.0311603 | Time: 3231.81 ms
[2021-10-06 18:45:28	                main:574]	:	INFO	:	Epoch 1724 | loss: 0.0311458 | val_loss: 0.0311617 | Time: 3262.21 ms
[2021-10-06 18:45:31	                main:574]	:	INFO	:	Epoch 1725 | loss: 0.0311455 | val_loss: 0.0311639 | Time: 3257.19 ms
[2021-10-06 18:45:34	                main:574]	:	INFO	:	Epoch 1726 | loss: 0.0311453 | val_loss: 0.0311614 | Time: 3237.03 ms
[2021-10-06 18:45:38	                main:574]	:	INFO	:	Epoch 1727 | loss: 0.031145 | val_loss: 0.0311613 | Time: 3223.61 ms
[2021-10-06 18:45:41	                main:574]	:	INFO	:	Epoch 1728 | loss: 0.0311464 | val_loss: 0.0311627 | Time: 3220.66 ms
[2021-10-06 18:45:44	                main:574]	:	INFO	:	Epoch 1729 | loss: 0.0311444 | val_loss: 0.0311647 | Time: 3268.87 ms
[2021-10-06 18:45:47	                main:574]	:	INFO	:	Epoch 1730 | loss: 0.0311439 | val_loss: 0.0311614 | Time: 3253.17 ms
[2021-10-06 18:45:51	                main:574]	:	INFO	:	Epoch 1731 | loss: 0.0311437 | val_loss: 0.0311622 | Time: 3204.24 ms
[2021-10-06 18:45:54	                main:574]	:	INFO	:	Epoch 1732 | loss: 0.0311437 | val_loss: 0.0311616 | Time: 3215.28 ms
[2021-10-06 18:45:57	                main:574]	:	INFO	:	Epoch 1733 | loss: 0.0311441 | val_loss: 0.0311612 | Time: 3277.43 ms
[2021-10-06 18:46:00	                main:574]	:	INFO	:	Epoch 1734 | loss: 0.031144 | val_loss: 0.0311599 | Time: 3282.43 ms
[2021-10-06 18:46:04	                main:574]	:	INFO	:	Epoch 1735 | loss: 0.0311434 | val_loss: 0.031161 | Time: 3236.4 ms
[2021-10-06 18:46:07	                main:574]	:	INFO	:	Epoch 1736 | loss: 0.0311445 | val_loss: 0.0311626 | Time: 3229.17 ms
[2021-10-06 18:46:10	                main:574]	:	INFO	:	Epoch 1737 | loss: 0.0311434 | val_loss: 0.0311606 | Time: 3237.5 ms
[2021-10-06 18:46:13	                main:574]	:	INFO	:	Epoch 1738 | loss: 0.0311435 | val_loss: 0.0311629 | Time: 3257.98 ms
[2021-10-06 18:46:17	                main:574]	:	INFO	:	Epoch 1739 | loss: 0.0311431 | val_loss: 0.0311613 | Time: 3246.88 ms
[2021-10-06 18:46:20	                main:574]	:	INFO	:	Epoch 1740 | loss: 0.0311427 | val_loss: 0.0311609 | Time: 3253.92 ms
[2021-10-06 18:46:23	                main:574]	:	INFO	:	Epoch 1741 | loss: 0.031142 | val_loss: 0.0311621 | Time: 3221.68 ms
[2021-10-06 18:46:26	                main:574]	:	INFO	:	Epoch 1742 | loss: 0.0311417 | val_loss: 0.0311602 | Time: 3245.92 ms
[2021-10-06 18:46:30	                main:574]	:	INFO	:	Epoch 1743 | loss: 0.031142 | val_loss: 0.0311601 | Time: 3254.83 ms
[2021-10-06 18:46:33	                main:574]	:	INFO	:	Epoch 1744 | loss: 0.0311432 | val_loss: 0.0311643 | Time: 3237.86 ms
[2021-10-06 18:46:36	                main:574]	:	INFO	:	Epoch 1745 | loss: 0.0311442 | val_loss: 0.031163 | Time: 3212.22 ms
[2021-10-06 18:46:39	                main:574]	:	INFO	:	Epoch 1746 | loss: 0.0311467 | val_loss: 0.0311609 | Time: 3217.12 ms
[2021-10-06 18:46:43	                main:574]	:	INFO	:	Epoch 1747 | loss: 0.0311468 | val_loss: 0.0311609 | Time: 3240.28 ms
[2021-10-06 18:46:46	                main:574]	:	INFO	:	Epoch 1748 | loss: 0.0311461 | val_loss: 0.0311616 | Time: 3224.21 ms
[2021-10-06 18:46:49	                main:574]	:	INFO	:	Epoch 1749 | loss: 0.0311446 | val_loss: 0.03116 | Time: 3229.59 ms
[2021-10-06 18:46:52	                main:574]	:	INFO	:	Epoch 1750 | loss: 0.0311438 | val_loss: 0.0311593 | Time: 3233.65 ms
[2021-10-06 18:46:56	                main:574]	:	INFO	:	Epoch 1751 | loss: 0.0311435 | val_loss: 0.0311623 | Time: 3211.25 ms
[2021-10-06 18:46:59	                main:574]	:	INFO	:	Epoch 1752 | loss: 0.0311433 | val_loss: 0.0311588 | Time: 3226.25 ms
[2021-10-06 18:47:02	                main:574]	:	INFO	:	Epoch 1753 | loss: 0.0311435 | val_loss: 0.0311588 | Time: 3227.86 ms
[2021-10-06 18:47:05	                main:574]	:	INFO	:	Epoch 1754 | loss: 0.0311427 | val_loss: 0.0311579 | Time: 3235.7 ms
[2021-10-06 18:47:08	                main:574]	:	INFO	:	Epoch 1755 | loss: 0.0311407 | val_loss: 0.03116 | Time: 3224.94 ms
[2021-10-06 18:47:12	                main:574]	:	INFO	:	Epoch 1756 | loss: 0.0311413 | val_loss: 0.0311576 | Time: 3235.79 ms
[2021-10-06 18:47:15	                main:574]	:	INFO	:	Epoch 1757 | loss: 0.0311414 | val_loss: 0.0311596 | Time: 3234.71 ms
[2021-10-06 18:47:18	                main:574]	:	INFO	:	Epoch 1758 | loss: 0.0311425 | val_loss: 0.0311579 | Time: 3247.99 ms
[2021-10-06 18:47:21	                main:574]	:	INFO	:	Epoch 1759 | loss: 0.0311422 | val_loss: 0.0311604 | Time: 3238.03 ms
[2021-10-06 18:47:25	                main:574]	:	INFO	:	Epoch 1760 | loss: 0.0311417 | val_loss: 0.0311608 | Time: 3237.26 ms
[2021-10-06 18:47:28	                main:574]	:	INFO	:	Epoch 1761 | loss: 0.0311426 | val_loss: 0.0311598 | Time: 3274.65 ms
[2021-10-06 18:47:31	                main:574]	:	INFO	:	Epoch 1762 | loss: 0.031143 | val_loss: 0.0311596 | Time: 3199.74 ms
[2021-10-06 18:47:34	                main:574]	:	INFO	:	Epoch 1763 | loss: 0.0311431 | val_loss: 0.0311601 | Time: 3244.01 ms
[2021-10-06 18:47:38	                main:574]	:	INFO	:	Epoch 1764 | loss: 0.0311453 | val_loss: 0.0311592 | Time: 3215.27 ms
[2021-10-06 18:47:41	                main:574]	:	INFO	:	Epoch 1765 | loss: 0.0311444 | val_loss: 0.0311568 | Time: 3222.16 ms
[2021-10-06 18:47:44	                main:574]	:	INFO	:	Epoch 1766 | loss: 0.0311421 | val_loss: 0.0311582 | Time: 3210.69 ms
[2021-10-06 18:47:47	                main:574]	:	INFO	:	Epoch 1767 | loss: 0.0311414 | val_loss: 0.0311576 | Time: 3233.2 ms
[2021-10-06 18:47:51	                main:574]	:	INFO	:	Epoch 1768 | loss: 0.0311479 | val_loss: 0.0311617 | Time: 3218.03 ms
[2021-10-06 18:47:54	                main:574]	:	INFO	:	Epoch 1769 | loss: 0.0311493 | val_loss: 0.0311566 | Time: 3237.01 ms
[2021-10-06 18:47:57	                main:574]	:	INFO	:	Epoch 1770 | loss: 0.0311455 | val_loss: 0.0311588 | Time: 3222.99 ms
[2021-10-06 18:48:00	                main:574]	:	INFO	:	Epoch 1771 | loss: 0.0311431 | val_loss: 0.0311569 | Time: 3202.39 ms
[2021-10-06 18:48:04	                main:574]	:	INFO	:	Epoch 1772 | loss: 0.0311416 | val_loss: 0.0311605 | Time: 3245.25 ms
[2021-10-06 18:48:07	                main:574]	:	INFO	:	Epoch 1773 | loss: 0.0311438 | val_loss: 0.031161 | Time: 3246.6 ms
[2021-10-06 18:48:10	                main:574]	:	INFO	:	Epoch 1774 | loss: 0.031145 | val_loss: 0.0311586 | Time: 3240.47 ms
[2021-10-06 18:48:13	                main:574]	:	INFO	:	Epoch 1775 | loss: 0.0311446 | val_loss: 0.0311612 | Time: 3215.41 ms
[2021-10-06 18:48:17	                main:574]	:	INFO	:	Epoch 1776 | loss: 0.031178 | val_loss: 0.0311796 | Time: 3263.09 ms
[2021-10-06 18:48:20	                main:574]	:	INFO	:	Epoch 1777 | loss: 0.0311825 | val_loss: 0.0311739 | Time: 3248.77 ms
[2021-10-06 18:48:23	                main:574]	:	INFO	:	Epoch 1778 | loss: 0.0311718 | val_loss: 0.0311615 | Time: 3251.11 ms
[2021-10-06 18:48:26	                main:574]	:	INFO	:	Epoch 1779 | loss: 0.0311632 | val_loss: 0.0311597 | Time: 3243.85 ms
[2021-10-06 18:48:30	                main:574]	:	INFO	:	Epoch 1780 | loss: 0.0311599 | val_loss: 0.0311577 | Time: 3231.99 ms
[2021-10-06 18:48:33	                main:574]	:	INFO	:	Epoch 1781 | loss: 0.0311584 | val_loss: 0.0311601 | Time: 3256.61 ms
[2021-10-06 18:48:36	                main:574]	:	INFO	:	Epoch 1782 | loss: 0.0311574 | val_loss: 0.0311587 | Time: 3277 ms
[2021-10-06 18:48:39	                main:574]	:	INFO	:	Epoch 1783 | loss: 0.0311565 | val_loss: 0.0311578 | Time: 3211.55 ms
[2021-10-06 18:48:43	                main:574]	:	INFO	:	Epoch 1784 | loss: 0.0311554 | val_loss: 0.0311578 | Time: 3204.37 ms
[2021-10-06 18:48:46	                main:574]	:	INFO	:	Epoch 1785 | loss: 0.0311554 | val_loss: 0.0311575 | Time: 3237.14 ms
[2021-10-06 18:48:49	                main:574]	:	INFO	:	Epoch 1786 | loss: 0.0311548 | val_loss: 0.0311574 | Time: 3241.91 ms
[2021-10-06 18:48:52	                main:574]	:	INFO	:	Epoch 1787 | loss: 0.0311546 | val_loss: 0.0311616 | Time: 3299.41 ms
[2021-10-06 18:48:56	                main:574]	:	INFO	:	Epoch 1788 | loss: 0.0311556 | val_loss: 0.0311578 | Time: 3263.04 ms
[2021-10-06 18:48:59	                main:574]	:	INFO	:	Epoch 1789 | loss: 0.0311535 | val_loss: 0.0311592 | Time: 3236.54 ms
[2021-10-06 18:49:02	                main:574]	:	INFO	:	Epoch 1790 | loss: 0.0311542 | val_loss: 0.0311581 | Time: 3231.41 ms
[2021-10-06 18:49:05	                main:574]	:	INFO	:	Epoch 1791 | loss: 0.0311544 | val_loss: 0.0311577 | Time: 3245.43 ms
[2021-10-06 18:49:09	                main:574]	:	INFO	:	Epoch 1792 | loss: 0.0311542 | val_loss: 0.0311576 | Time: 3208.45 ms
[2021-10-06 18:49:12	                main:574]	:	INFO	:	Epoch 1793 | loss: 0.0311535 | val_loss: 0.0311593 | Time: 3285.64 ms
[2021-10-06 18:49:15	                main:574]	:	INFO	:	Epoch 1794 | loss: 0.031153 | val_loss: 0.0311574 | Time: 3254.69 ms
[2021-10-06 18:49:18	                main:574]	:	INFO	:	Epoch 1795 | loss: 0.0311521 | val_loss: 0.0311604 | Time: 3252.28 ms
[2021-10-06 18:49:22	                main:574]	:	INFO	:	Epoch 1796 | loss: 0.0311534 | val_loss: 0.031159 | Time: 3414.84 ms
[2021-10-06 18:49:25	                main:574]	:	INFO	:	Epoch 1797 | loss: 0.0311521 | val_loss: 0.0311595 | Time: 3198.93 ms
[2021-10-06 18:49:28	                main:574]	:	INFO	:	Epoch 1798 | loss: 0.0311551 | val_loss: 0.0311606 | Time: 3192.51 ms
[2021-10-06 18:49:32	                main:574]	:	INFO	:	Epoch 1799 | loss: 0.0311555 | val_loss: 0.0311628 | Time: 3168.9 ms
[2021-10-06 18:49:35	                main:574]	:	INFO	:	Epoch 1800 | loss: 0.0311547 | val_loss: 0.0311611 | Time: 3236.69 ms
[2021-10-06 18:49:38	                main:574]	:	INFO	:	Epoch 1801 | loss: 0.0311563 | val_loss: 0.0311593 | Time: 3198.63 ms
[2021-10-06 18:49:41	                main:574]	:	INFO	:	Epoch 1802 | loss: 0.0311571 | val_loss: 0.031161 | Time: 3195.51 ms
[2021-10-06 18:49:44	                main:574]	:	INFO	:	Epoch 1803 | loss: 0.0311563 | val_loss: 0.0311611 | Time: 3217.2 ms
[2021-10-06 18:49:48	                main:574]	:	INFO	:	Epoch 1804 | loss: 0.031157 | val_loss: 0.0311601 | Time: 3197.21 ms
[2021-10-06 18:49:51	                main:574]	:	INFO	:	Epoch 1805 | loss: 0.031155 | val_loss: 0.0311607 | Time: 3196.04 ms
[2021-10-06 18:49:54	                main:574]	:	INFO	:	Epoch 1806 | loss: 0.0311551 | val_loss: 0.0311622 | Time: 3186.43 ms
[2021-10-06 18:49:57	                main:574]	:	INFO	:	Epoch 1807 | loss: 0.0311579 | val_loss: 0.0311611 | Time: 3172.92 ms
[2021-10-06 18:50:00	                main:574]	:	INFO	:	Epoch 1808 | loss: 0.0311565 | val_loss: 0.031163 | Time: 3230.38 ms
[2021-10-06 18:50:04	                main:574]	:	INFO	:	Epoch 1809 | loss: 0.0311566 | val_loss: 0.0311607 | Time: 3196.05 ms
[2021-10-06 18:50:07	                main:574]	:	INFO	:	Epoch 1810 | loss: 0.031154 | val_loss: 0.0311615 | Time: 3220.15 ms
[2021-10-06 18:50:10	                main:574]	:	INFO	:	Epoch 1811 | loss: 0.0311547 | val_loss: 0.0311599 | Time: 3205.81 ms
[2021-10-06 18:50:13	                main:574]	:	INFO	:	Epoch 1812 | loss: 0.0311567 | val_loss: 0.0311613 | Time: 3185.66 ms
[2021-10-06 18:50:17	                main:574]	:	INFO	:	Epoch 1813 | loss: 0.0311538 | val_loss: 0.0311604 | Time: 3227.89 ms
[2021-10-06 18:50:20	                main:574]	:	INFO	:	Epoch 1814 | loss: 0.0311532 | val_loss: 0.0311604 | Time: 3215.86 ms
[2021-10-06 18:50:23	                main:574]	:	INFO	:	Epoch 1815 | loss: 0.0311515 | val_loss: 0.0311586 | Time: 3181.1 ms
[2021-10-06 18:50:26	                main:574]	:	INFO	:	Epoch 1816 | loss: 0.0311493 | val_loss: 0.0311593 | Time: 3245.07 ms
[2021-10-06 18:50:30	                main:574]	:	INFO	:	Epoch 1817 | loss: 0.0311496 | val_loss: 0.03116 | Time: 3253.95 ms
[2021-10-06 18:50:33	                main:574]	:	INFO	:	Epoch 1818 | loss: 0.0311483 | val_loss: 0.0311578 | Time: 3216.05 ms
[2021-10-06 18:50:36	                main:574]	:	INFO	:	Epoch 1819 | loss: 0.0311506 | val_loss: 0.0311589 | Time: 3245.8 ms
[2021-10-06 18:50:39	                main:574]	:	INFO	:	Epoch 1820 | loss: 0.0311506 | val_loss: 0.0311613 | Time: 3200.82 ms
[2021-10-06 18:50:42	                main:574]	:	INFO	:	Epoch 1821 | loss: 0.0311481 | val_loss: 0.0311607 | Time: 3216.6 ms
[2021-10-06 18:50:46	                main:574]	:	INFO	:	Epoch 1822 | loss: 0.0311481 | val_loss: 0.0311606 | Time: 3245.5 ms
[2021-10-06 18:50:49	                main:574]	:	INFO	:	Epoch 1823 | loss: 0.0311485 | val_loss: 0.0311595 | Time: 3225.22 ms
[2021-10-06 18:50:52	                main:574]	:	INFO	:	Epoch 1824 | loss: 0.0311475 | val_loss: 0.031163 | Time: 3263.83 ms
[2021-10-06 18:50:55	                main:574]	:	INFO	:	Epoch 1825 | loss: 0.0311475 | val_loss: 0.0311602 | Time: 3191.14 ms
[2021-10-06 18:50:59	                main:574]	:	INFO	:	Epoch 1826 | loss: 0.031156 | val_loss: 0.0311695 | Time: 3236.28 ms
[2021-10-06 18:51:02	                main:574]	:	INFO	:	Epoch 1827 | loss: 0.0311638 | val_loss: 0.0311647 | Time: 3292.51 ms
[2021-10-06 18:51:05	                main:574]	:	INFO	:	Epoch 1828 | loss: 0.031155 | val_loss: 0.031159 | Time: 3191.73 ms
[2021-10-06 18:51:08	                main:574]	:	INFO	:	Epoch 1829 | loss: 0.0311494 | val_loss: 0.0311567 | Time: 3227.16 ms
[2021-10-06 18:51:12	                main:574]	:	INFO	:	Epoch 1830 | loss: 0.0311501 | val_loss: 0.0311675 | Time: 3211.96 ms
[2021-10-06 18:51:15	                main:574]	:	INFO	:	Epoch 1831 | loss: 0.0311476 | val_loss: 0.0311572 | Time: 3190.83 ms
[2021-10-06 18:51:18	                main:574]	:	INFO	:	Epoch 1832 | loss: 0.0311463 | val_loss: 0.0311586 | Time: 3280.12 ms
[2021-10-06 18:51:21	                main:574]	:	INFO	:	Epoch 1833 | loss: 0.0311452 | val_loss: 0.0311592 | Time: 3203.95 ms
[2021-10-06 18:51:25	                main:574]	:	INFO	:	Epoch 1834 | loss: 0.0311487 | val_loss: 0.0311643 | Time: 3217.15 ms
[2021-10-06 18:51:28	                main:574]	:	INFO	:	Epoch 1835 | loss: 0.0311517 | val_loss: 0.0311662 | Time: 3218.07 ms
[2021-10-06 18:51:31	                main:574]	:	INFO	:	Epoch 1836 | loss: 0.0311493 | val_loss: 0.0311615 | Time: 3217.94 ms
[2021-10-06 18:51:34	                main:574]	:	INFO	:	Epoch 1837 | loss: 0.031148 | val_loss: 0.0311598 | Time: 3232.63 ms
[2021-10-06 18:51:38	                main:574]	:	INFO	:	Epoch 1838 | loss: 0.0311468 | val_loss: 0.0311617 | Time: 3203.38 ms
[2021-10-06 18:51:41	                main:574]	:	INFO	:	Epoch 1839 | loss: 0.0311506 | val_loss: 0.0311629 | Time: 3185.97 ms
[2021-10-06 18:51:44	                main:574]	:	INFO	:	Epoch 1840 | loss: 0.0311454 | val_loss: 0.0311603 | Time: 3210 ms
[2021-10-06 18:51:47	                main:574]	:	INFO	:	Epoch 1841 | loss: 0.0311441 | val_loss: 0.0311638 | Time: 3249.52 ms
[2021-10-06 18:51:51	                main:574]	:	INFO	:	Epoch 1842 | loss: 0.0311469 | val_loss: 0.0311637 | Time: 3233.62 ms
[2021-10-06 18:51:54	                main:574]	:	INFO	:	Epoch 1843 | loss: 0.0311464 | val_loss: 0.031164 | Time: 3213.02 ms
[2021-10-06 18:51:57	                main:574]	:	INFO	:	Epoch 1844 | loss: 0.0311483 | val_loss: 0.0311638 | Time: 3231.08 ms
[2021-10-06 18:52:00	                main:574]	:	INFO	:	Epoch 1845 | loss: 0.0311468 | val_loss: 0.0311636 | Time: 3274.26 ms
[2021-10-06 18:52:04	                main:574]	:	INFO	:	Epoch 1846 | loss: 0.031146 | val_loss: 0.0311607 | Time: 3184.27 ms
[2021-10-06 18:52:07	                main:574]	:	INFO	:	Epoch 1847 | loss: 0.0311465 | val_loss: 0.0311631 | Time: 3193.74 ms
[2021-10-06 18:52:10	                main:574]	:	INFO	:	Epoch 1848 | loss: 0.0311456 | val_loss: 0.031161 | Time: 3184.97 ms
[2021-10-06 18:52:13	                main:574]	:	INFO	:	Epoch 1849 | loss: 0.0311434 | val_loss: 0.031161 | Time: 3243.62 ms
[2021-10-06 18:52:17	                main:574]	:	INFO	:	Epoch 1850 | loss: 0.0311437 | val_loss: 0.0311603 | Time: 3242.94 ms
[2021-10-06 18:52:20	                main:574]	:	INFO	:	Epoch 1851 | loss: 0.0311438 | val_loss: 0.0311587 | Time: 3211.35 ms
[2021-10-06 18:52:23	                main:574]	:	INFO	:	Epoch 1852 | loss: 0.0311443 | val_loss: 0.0311609 | Time: 3222 ms
[2021-10-06 18:52:26	                main:574]	:	INFO	:	Epoch 1853 | loss: 0.0311438 | val_loss: 0.0311631 | Time: 3163.77 ms
[2021-10-06 18:52:29	                main:574]	:	INFO	:	Epoch 1854 | loss: 0.0311456 | val_loss: 0.0311673 | Time: 3242.95 ms
[2021-10-06 18:52:33	                main:574]	:	INFO	:	Epoch 1855 | loss: 0.0311446 | val_loss: 0.0311618 | Time: 3206.32 ms
[2021-10-06 18:52:36	                main:574]	:	INFO	:	Epoch 1856 | loss: 0.0311437 | val_loss: 0.0311636 | Time: 3289.9 ms
[2021-10-06 18:52:39	                main:574]	:	INFO	:	Epoch 1857 | loss: 0.0311433 | val_loss: 0.031164 | Time: 3201.83 ms
[2021-10-06 18:52:42	                main:574]	:	INFO	:	Epoch 1858 | loss: 0.0311428 | val_loss: 0.0311641 | Time: 3228.23 ms
[2021-10-06 18:52:46	                main:574]	:	INFO	:	Epoch 1859 | loss: 0.0311433 | val_loss: 0.031165 | Time: 3301.78 ms
[2021-10-06 18:52:49	                main:574]	:	INFO	:	Epoch 1860 | loss: 0.0311419 | val_loss: 0.0311668 | Time: 3225.15 ms
[2021-10-06 18:52:52	                main:574]	:	INFO	:	Epoch 1861 | loss: 0.0311433 | val_loss: 0.0311673 | Time: 3217.81 ms
[2021-10-06 18:52:55	                main:574]	:	INFO	:	Epoch 1862 | loss: 0.0311436 | val_loss: 0.0311684 | Time: 3248.65 ms
[2021-10-06 18:52:59	                main:574]	:	INFO	:	Epoch 1863 | loss: 0.0311438 | val_loss: 0.0311622 | Time: 3197.26 ms
[2021-10-06 18:53:02	                main:574]	:	INFO	:	Epoch 1864 | loss: 0.0311434 | val_loss: 0.0311632 | Time: 3231.76 ms
[2021-10-06 18:53:05	                main:574]	:	INFO	:	Epoch 1865 | loss: 0.0311436 | val_loss: 0.0311607 | Time: 3189.35 ms
[2021-10-06 18:53:08	                main:574]	:	INFO	:	Epoch 1866 | loss: 0.0311437 | val_loss: 0.0311611 | Time: 3168 ms
[2021-10-06 18:53:12	                main:574]	:	INFO	:	Epoch 1867 | loss: 0.0311421 | val_loss: 0.0311608 | Time: 3214.95 ms
[2021-10-06 18:53:15	                main:574]	:	INFO	:	Epoch 1868 | loss: 0.0311419 | val_loss: 0.03116 | Time: 3240.63 ms
[2021-10-06 18:53:18	                main:574]	:	INFO	:	Epoch 1869 | loss: 0.031141 | val_loss: 0.0311598 | Time: 3204.94 ms
[2021-10-06 18:53:21	                main:574]	:	INFO	:	Epoch 1870 | loss: 0.0311451 | val_loss: 0.0311656 | Time: 3197.18 ms
[2021-10-06 18:53:24	                main:574]	:	INFO	:	Epoch 1871 | loss: 0.031146 | val_loss: 0.031158 | Time: 3180.64 ms
[2021-10-06 18:53:28	                main:574]	:	INFO	:	Epoch 1872 | loss: 0.031146 | val_loss: 0.031161 | Time: 3228.42 ms
[2021-10-06 18:53:31	                main:574]	:	INFO	:	Epoch 1873 | loss: 0.0311436 | val_loss: 0.0311578 | Time: 3276.23 ms
[2021-10-06 18:53:34	                main:574]	:	INFO	:	Epoch 1874 | loss: 0.0311456 | val_loss: 0.0311635 | Time: 3224.57 ms
[2021-10-06 18:53:37	                main:574]	:	INFO	:	Epoch 1875 | loss: 0.0311466 | val_loss: 0.0311589 | Time: 3192.25 ms
[2021-10-06 18:53:41	                main:574]	:	INFO	:	Epoch 1876 | loss: 0.0311488 | val_loss: 0.0311579 | Time: 3202.16 ms
[2021-10-06 18:53:44	                main:574]	:	INFO	:	Epoch 1877 | loss: 0.031145 | val_loss: 0.0311584 | Time: 3286.78 ms
[2021-10-06 18:53:47	                main:574]	:	INFO	:	Epoch 1878 | loss: 0.0311434 | val_loss: 0.0311574 | Time: 3261.52 ms
[2021-10-06 18:53:50	                main:574]	:	INFO	:	Epoch 1879 | loss: 0.0311435 | val_loss: 0.0311568 | Time: 3212.03 ms
[2021-10-06 18:53:54	                main:574]	:	INFO	:	Epoch 1880 | loss: 0.0311491 | val_loss: 0.0311574 | Time: 3274.64 ms
[2021-10-06 18:53:57	                main:574]	:	INFO	:	Epoch 1881 | loss: 0.0311493 | val_loss: 0.031158 | Time: 3176.71 ms
[2021-10-06 18:54:00	                main:574]	:	INFO	:	Epoch 1882 | loss: 0.0311484 | val_loss: 0.0311575 | Time: 3228.77 ms
[2021-10-06 18:54:03	                main:574]	:	INFO	:	Epoch 1883 | loss: 0.0311507 | val_loss: 0.0311591 | Time: 3258.12 ms
[2021-10-06 18:54:07	                main:574]	:	INFO	:	Epoch 1884 | loss: 0.0311477 | val_loss: 0.031161 | Time: 3181.06 ms
[2021-10-06 18:54:10	                main:574]	:	INFO	:	Epoch 1885 | loss: 0.0311491 | val_loss: 0.0311565 | Time: 3240.02 ms
[2021-10-06 18:54:13	                main:574]	:	INFO	:	Epoch 1886 | loss: 0.0311514 | val_loss: 0.031162 | Time: 3216.03 ms
[2021-10-06 18:54:16	                main:574]	:	INFO	:	Epoch 1887 | loss: 0.0311509 | val_loss: 0.0311573 | Time: 3259.56 ms
[2021-10-06 18:54:20	                main:574]	:	INFO	:	Epoch 1888 | loss: 0.0311478 | val_loss: 0.0311561 | Time: 3249.42 ms
[2021-10-06 18:54:23	                main:574]	:	INFO	:	Epoch 1889 | loss: 0.0311469 | val_loss: 0.0311571 | Time: 3185.26 ms

</stderr_txt>
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©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)