2022-10-14_09-14-37: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR355WAJ//preprocessing/bigWigs/ENCSR355WAJ.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR355WAJ//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR355WAJ//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 158632 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 158632 Number of peaks input: 41368 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 41368 Number of non peaks input: 160499 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 160499 Number of non peaks input: 39500 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 39500 Number of peaks after removing outliers: 156887 Number of nonpeaks after removing outliers: 142839 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ Predicting within adjust counts 1/4464 [..............................] - ETA: 39:41:15 9/4464 [..............................] - ETA: 27s  17/4464 [..............................] - ETA: 28s 25/4464 [..............................] - ETA: 28s 34/4464 [..............................] - ETA: 27s 43/4464 [..............................] - ETA: 27s 52/4464 [..............................] - ETA: 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/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR355WAJ//preprocessing/bigWigs/ENCSR355WAJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '25.4', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(137886, 10) loading nonpeaks... got split:train for bed regions:(126041, 10) loading peaks... got split:valid for bed regions:(19001, 10) loading nonpeaks... got split:valid for bed regions:(16798, 10) Epoch 1/50 1/2370 [..............................] - ETA: 124:17:32 - loss: 1591.2780 - logits_profile_predictions_loss: 1457.6522 - logcount_predictions_loss: 5.2609 2/2370 [..............................] - ETA: 12:31 - loss: 1575.8480 - logits_profile_predictions_loss: 1417.3937 - logcount_predictions_loss: 6.2384  3/2370 [..............................] - ETA: 12:18 - loss: 1541.9299 - logits_profile_predictions_loss: 1382.9343 - logcount_predictions_loss: 6.2597 4/2370 [..............................] - ETA: 12:14 - loss: 1530.5350 - logits_profile_predictions_loss: 1372.4246 - logcount_predictions_loss: 6.2248 5/2370 [..............................] - ETA: 12:12 - loss: 1569.5619 - logits_profile_predictions_loss: 1412.4925 - logcount_predictions_loss: 6.1838 6/2370 [..............................] - ETA: 12:10 - loss: 1577.3039 - logits_profile_predictions_loss: 1422.6605 - logcount_predictions_loss: 6.0883 7/2370 [..............................] - ETA: 12:08 - loss: 1602.3829 - logits_profile_predictions_loss: 1449.9225 - logcount_predictions_loss: 6.0024 8/2370 [..............................] - ETA: 12:08 - loss: 1616.3395 - logits_profile_predictions_loss: 1465.6917 - logcount_predictions_loss: 5.9310 9/2370 [..............................] - ETA: 12:07 - loss: 1623.0002 - logits_profile_predictions_loss: 1474.1699 - logcount_predictions_loss: 5.8595 10/2370 [..............................] - ETA: 12:06 - loss: 1629.6120 - logits_profile_predictions_loss: 1482.1713 - logcount_predictions_loss: 5.8048 11/2370 [..............................] - ETA: 12:05 - loss: 1632.7586 - logits_profile_predictions_loss: 1486.5761 - logcount_predictions_loss: 5.7552 12/2370 [..............................] - ETA: 12:05 - loss: 1633.8147 - logits_profile_predictions_loss: 1488.7543 - logcount_predictions_loss: 5.7110 13/2370 [..............................] - ETA: 12:04 - loss: 1633.7661 - logits_profile_predictions_loss: 1489.6462 - logcount_predictions_loss: 5.6740 14/2370 [..............................] - ETA: 12:03 - loss: 1632.7334 - logits_profile_predictions_loss: 1489.4777 - logcount_predictions_loss: 5.6400 15/2370 [..............................] - ETA: 12:03 - loss: 1632.3319 - logits_profile_predictions_loss: 1489.7500 - logcount_predictions_loss: 5.6135 16/2370 [..............................] - ETA: 12:02 - loss: 1630.5622 - logits_profile_predictions_loss: 1488.6252 - logcount_predictions_loss: 5.5881 17/2370 [..............................] - ETA: 12:01 - loss: 1628.8124 - logits_profile_predictions_loss: 1487.3933 - logcount_predictions_loss: 5.5677 18/2370 [..............................] - ETA: 12:00 - loss: 1626.9737 - logits_profile_predictions_loss: 1486.0219 - logcount_predictions_loss: 5.5493 19/2370 [..............................] - ETA: 12:00 - loss: 1625.4011 - logits_profile_predictions_loss: 1484.8224 - logcount_predictions_loss: 5.5346 20/2370 [..............................] - ETA: 11:59 - loss: 1623.8617 - logits_profile_predictions_loss: 1483.6167 - logcount_predictions_loss: 5.5215 21/2370 [..............................] - ETA: 11:58 - loss: 1621.7495 - logits_profile_predictions_loss: 1481.8631 - logcount_predictions_loss: 5.5073 22/2370 [..............................] - ETA: 11:58 - loss: 1618.5245 - logits_profile_predictions_loss: 1479.0617 - logcount_predictions_loss: 5.4907 23/2370 [..............................] - ETA: 11:57 - loss: 1614.8656 - logits_profile_predictions_loss: 1475.8280 - logcount_predictions_loss: 5.4739 24/2370 [..............................] - ETA: 11:57 - loss: 1611.2439 - logits_profile_predictions_loss: 1472.6113 - logcount_predictions_loss: 5.4580 25/2370 [..............................] - ETA: 11:56 - loss: 1607.6675 - logits_profile_predictions_loss: 1469.4178 - logcount_predictions_loss: 5.4429 26/2370 [..............................] - ETA: 11:56 - loss: 1604.1915 - logits_profile_predictions_loss: 1466.2923 - logcount_predictions_loss: 5.4291 27/2370 [..............................] - ETA: 11:55 - loss: 1600.0397 - logits_profile_predictions_loss: 1462.5367 - logcount_predictions_loss: 5.4135 28/2370 [..............................] - ETA: 11:55 - loss: 1596.0373 - logits_profile_predictions_loss: 1458.9003 - logcount_predictions_loss: 5.3991 29/2370 [..............................] - ETA: 11:54 - loss: 1592.2141 - logits_profile_predictions_loss: 1455.4243 - logcount_predictions_loss: 5.3854 30/2370 [..............................] - ETA: 11:54 - loss: 1588.2285 - logits_profile_predictions_loss: 1451.7947 - logcount_predictions_loss: 5.3714 31/2370 [..............................] - ETA: 11:53 - loss: 1584.8607 - logits_profile_predictions_loss: 1448.7230 - logcount_predictions_loss: 5.3598 32/2370 [..............................] - ETA: 11:53 - loss: 1581.3406 - logits_profile_predictions_loss: 1445.5006 - logcount_predictions_loss: 5.3480 33/2370 [..............................] - ETA: 11:53 - loss: 1577.6436 - logits_profile_predictions_loss: 1442.1081 - logcount_predictions_loss: 5.3360 34/2370 [..............................] - ETA: 11:52 - loss: 1574.0783 - logits_profile_predictions_loss: 1438.8263 - logcount_predictions_loss: 5.3249 35/2370 [..............................] - ETA: 11:52 - loss: 1571.0752 - logits_profile_predictions_loss: 1436.0513 - logcount_predictions_loss: 5.3159 36/2370 [..............................] - ETA: 11:51 - loss: 1568.1648 - logits_profile_predictions_loss: 1433.3644 - logcount_predictions_loss: 5.3071 37/2370 [..............................] - ETA: 11:51 - loss: 1565.3646 - logits_profile_predictions_loss: 1430.7831 - logcount_predictions_loss: 5.2985 38/2370 [..............................] - ETA: 11:51 - loss: 1562.6484 - logits_profile_predictions_loss: 1428.2742 - logcount_predictions_loss: 5.2903 39/2370 [..............................] - ETA: 11:50 - loss: 1559.8949 - logits_profile_predictions_loss: 1425.7321 - logcount_predictions_loss: 5.2820 40/2370 [..............................] - ETA: 11:50 - loss: 1557.4369 - logits_profile_predictions_loss: 1423.4558 - logcount_predictions_loss: 5.2749 41/2370 [..............................] - ETA: 11:50 - loss: 1554.8508 - logits_profile_predictions_loss: 1421.0645 - logcount_predictions_loss: 5.2672 42/2370 [..............................] - ETA: 11:49 - loss: 1552.3444 - logits_profile_predictions_loss: 1418.7503 - logcount_predictions_loss: 5.2596 43/2370 [..............................] - ETA: 11:49 - loss: 1549.9951 - logits_profile_predictions_loss: 1416.5786 - logcount_predictions_loss: 5.2526 44/2370 [..............................] - ETA: 11:49 - loss: 1547.5116 - logits_profile_predictions_loss: 1414.2833 - logcount_predictions_loss: 5.2452 45/2370 [..............................] - ETA: 11:48 - loss: 1544.9338 - logits_profile_predictions_loss: 1411.9038 - logcount_predictions_loss: 5.2374 46/2370 [..............................] - ETA: 11:48 - loss: 1542.6098 - logits_profile_predictions_loss: 1409.7552 - logcount_predictions_loss: 5.2305 47/2370 [..............................] - ETA: 11:47 - loss: 1540.3422 - logits_profile_predictions_loss: 1407.6616 - logcount_predictions_loss: 5.2237 48/2370 [..............................] - ETA: 11:47 - loss: 1538.1155 - logits_profile_predictions_loss: 1405.5996 - logcount_predictions_loss: 5.2172 49/2370 [..............................] - ETA: 11:47 - loss: 1535.8823 - logits_profile_predictions_loss: 1403.5323 - logcount_predictions_loss: 5.2106 50/2370 [..............................] - ETA: 11:46 - loss: 1533.6395 - logits_profile_predictions_loss: 1401.4539 - logcount_predictions_loss: 5.2042 51/2370 [..............................] - ETA: 11:46 - loss: 1531.4317 - logits_profile_predictions_loss: 1399.4072 - logcount_predictions_loss: 5.1978 52/2370 [..............................] - ETA: 11:46 - loss: 1529.3597 - logits_profile_predictions_loss: 1397.4872 - logcount_predictions_loss: 5.1918 53/2370 [..............................] - ETA: 11:45 - loss: 1527.2877 - logits_profile_predictions_loss: 1395.5686 - logcount_predictions_loss: 5.1858 54/2370 [..............................] - ETA: 11:45 - loss: 1525.3651 - logits_profile_predictions_loss: 1393.7875 - logcount_predictions_loss: 5.1802 55/2370 [..............................] - ETA: 11:45 - loss: 1523.7334 - logits_profile_predictions_loss: 1392.2764 - logcount_predictions_loss: 5.1755 56/2370 [..............................] - ETA: 11:44 - loss: 1522.0796 - logits_profile_predictions_loss: 1390.7428 - logcount_predictions_loss: 5.1707 57/2370 [..............................] - ETA: 11:44 - loss: 1520.4235 - logits_profile_predictions_loss: 1389.2072 - logcount_predictions_loss: 5.1660 58/2370 [..............................] - ETA: 11:44 - loss: 1518.8212 - logits_profile_predictions_loss: 1387.7246 - logcount_predictions_loss: 5.1613 59/2370 [..............................] - ETA: 11:43 - loss: 1517.2674 - logits_profile_predictions_loss: 1386.2839 - logcount_predictions_loss: 5.1568 60/2370 [..............................] - ETA: 11:43 - loss: 1515.7259 - logits_profile_predictions_loss: 1384.8535 - logcount_predictions_loss: 5.1525 61/2370 [..............................] - ETA: 11:43 - loss: 1514.2520 - logits_profile_predictions_loss: 1383.4880 - logcount_predictions_loss: 5.1482 62/2370 [..............................] - ETA: 11:42 - loss: 1512.8210 - logits_profile_predictions_loss: 1382.1589 - logcount_predictions_loss: 5.1442 63/2370 [..............................] - ETA: 11:42 - loss: 1511.3416 - logits_profile_predictions_loss: 1380.7847 - logcount_predictions_loss: 5.1400 64/2370 [..............................] - ETA: 11:42 - loss: 1509.8839 - logits_profile_predictions_loss: 1379.4301 - logcount_predictions_loss: 5.1360 65/2370 [..............................] - ETA: 11:41 - loss: 1508.5433 - logits_profile_predictions_loss: 1378.1808 - logcount_predictions_loss: 5.1324 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- ETA: 10:04 - loss: 1396.7270 - logits_profile_predictions_loss: 1271.5760 - logcount_predictions_loss: 4.9272 395/2370 [====>.........................] - ETA: 10:04 - loss: 1396.5781 - logits_profile_predictions_loss: 1271.4314 - logcount_predictions_loss: 4.9270 396/2370 [====>.........................] - ETA: 10:03 - loss: 1396.4300 - logits_profile_predictions_loss: 1271.2875 - logcount_predictions_loss: 4.9269 397/2370 [====>.........................] - ETA: 10:03 - loss: 1396.2837 - logits_profile_predictions_loss: 1271.1453 - logcount_predictions_loss: 4.9267 398/2370 [====>.........................] - ETA: 10:03 - loss: 1396.1384 - logits_profile_predictions_loss: 1271.0041 - logcount_predictions_loss: 4.9265 399/2370 [====>.........................] - ETA: 10:02 - loss: 1395.9925 - logits_profile_predictions_loss: 1270.8624 - logcount_predictions_loss: 4.9264 400/2370 [====>.........................] - ETA: 10:02 - loss: 1395.8478 - logits_profile_predictions_loss: 1270.7218 - logcount_predictions_loss: 4.9262 401/2370 [====>.........................] - ETA: 10:02 - loss: 1395.7024 - logits_profile_predictions_loss: 1270.5804 - logcount_predictions_loss: 4.9261 402/2370 [====>.........................] - ETA: 10:02 - loss: 1395.5568 - logits_profile_predictions_loss: 1270.4389 - logcount_predictions_loss: 4.9259 403/2370 [====>.........................] - ETA: 10:01 - loss: 1395.4128 - logits_profile_predictions_loss: 1270.2989 - logcount_predictions_loss: 4.9257 404/2370 [====>.........................] - ETA: 10:01 - loss: 1395.2683 - logits_profile_predictions_loss: 1270.1585 - logcount_predictions_loss: 4.9256 405/2370 [====>.........................] - ETA: 10:01 - loss: 1395.1251 - logits_profile_predictions_loss: 1270.0192 - logcount_predictions_loss: 4.9254 406/2370 [====>.........................] - ETA: 10:00 - loss: 1394.9821 - logits_profile_predictions_loss: 1269.8802 - logcount_predictions_loss: 4.9253 407/2370 [====>.........................] - ETA: 10:00 - loss: 1394.8407 - logits_profile_predictions_loss: 1269.7426 - logcount_predictions_loss: 4.9251 408/2370 [====>.........................] - ETA: 10:00 - loss: 1394.7001 - logits_profile_predictions_loss: 1269.6058 - logcount_predictions_loss: 4.9250 409/2370 [====>.........................] - ETA: 9:59 - loss: 1394.5631 - logits_profile_predictions_loss: 1269.4723 - logcount_predictions_loss: 4.9248  410/2370 [====>.........................] - ETA: 9:59 - loss: 1394.4257 - logits_profile_predictions_loss: 1269.3384 - logcount_predictions_loss: 4.9247 411/2370 [====>.........................] - ETA: 9:59 - loss: 1394.2901 - logits_profile_predictions_loss: 1269.2063 - logcount_predictions_loss: 4.9246 412/2370 [====>.........................] - ETA: 9:58 - loss: 1394.1541 - logits_profile_predictions_loss: 1269.0738 - logcount_predictions_loss: 4.9244 413/2370 [====>.........................] - ETA: 9:58 - loss: 1394.0201 - logits_profile_predictions_loss: 1268.9431 - logcount_predictions_loss: 4.9243 414/2370 [====>.........................] - ETA: 9:58 - loss: 1393.8860 - logits_profile_predictions_loss: 1268.8124 - logcount_predictions_loss: 4.9242 415/2370 [====>.........................] - ETA: 9:58 - loss: 1393.7523 - logits_profile_predictions_loss: 1268.6820 - logcount_predictions_loss: 4.9240 416/2370 [====>.........................] - ETA: 9:57 - loss: 1393.6194 - logits_profile_predictions_loss: 1268.5524 - logcount_predictions_loss: 4.9239 417/2370 [====>.........................] - ETA: 9:57 - loss: 1393.4860 - logits_profile_predictions_loss: 1268.4224 - logcount_predictions_loss: 4.9238 418/2370 [====>.........................] - ETA: 9:57 - loss: 1393.3535 - logits_profile_predictions_loss: 1268.2932 - logcount_predictions_loss: 4.9236 419/2370 [====>.........................] - ETA: 9:56 - loss: 1393.2222 - logits_profile_predictions_loss: 1268.1651 - logcount_predictions_loss: 4.9235 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logits_profile_predictions_loss: 1267.2826 - logcount_predictions_loss: 4.9227 427/2370 [====>.........................] - ETA: 9:54 - loss: 1392.1904 - logits_profile_predictions_loss: 1267.1575 - logcount_predictions_loss: 4.9225 428/2370 [====>.........................] - ETA: 9:54 - loss: 1392.0631 - logits_profile_predictions_loss: 1267.0330 - logcount_predictions_loss: 4.9224 429/2370 [====>.........................] - ETA: 9:53 - loss: 1391.9365 - logits_profile_predictions_loss: 1266.9092 - logcount_predictions_loss: 4.9223 430/2370 [====>.........................] - ETA: 9:53 - loss: 1391.8088 - logits_profile_predictions_loss: 1266.7843 - logcount_predictions_loss: 4.9222 431/2370 [====>.........................] - ETA: 9:53 - loss: 1391.6820 - logits_profile_predictions_loss: 1266.6603 - logcount_predictions_loss: 4.9221 432/2370 [====>.........................] - ETA: 9:52 - loss: 1391.5564 - logits_profile_predictions_loss: 1266.5374 - logcount_predictions_loss: 4.9220 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logits_profile_predictions_loss: 1265.6778 - logcount_predictions_loss: 4.9213 440/2370 [====>.........................] - ETA: 9:50 - loss: 1390.5545 - logits_profile_predictions_loss: 1265.5571 - logcount_predictions_loss: 4.9212 441/2370 [====>.........................] - ETA: 9:50 - loss: 1390.4302 - logits_profile_predictions_loss: 1265.4355 - logcount_predictions_loss: 4.9210 442/2370 [====>.........................] - ETA: 9:49 - loss: 1390.3062 - logits_profile_predictions_loss: 1265.3142 - logcount_predictions_loss: 4.9209 443/2370 [====>.........................] - ETA: 9:49 - loss: 1390.1842 - logits_profile_predictions_loss: 1265.1947 - logcount_predictions_loss: 4.9208 444/2370 [====>.........................] - ETA: 9:49 - loss: 1390.0606 - logits_profile_predictions_loss: 1265.0738 - logcount_predictions_loss: 4.9207 445/2370 [====>.........................] - ETA: 9:49 - loss: 1389.9365 - logits_profile_predictions_loss: 1264.9524 - logcount_predictions_loss: 4.9206 446/2370 [====>.........................] - ETA: 9:48 - loss: 1389.8132 - logits_profile_predictions_loss: 1264.8319 - logcount_predictions_loss: 4.9205 447/2370 [====>.........................] - ETA: 9:48 - loss: 1389.6891 - logits_profile_predictions_loss: 1264.7106 - logcount_predictions_loss: 4.9204 448/2370 [====>.........................] - ETA: 9:48 - loss: 1389.5642 - logits_profile_predictions_loss: 1264.5886 - logcount_predictions_loss: 4.9203 449/2370 [====>.........................] - ETA: 9:47 - loss: 1389.4388 - logits_profile_predictions_loss: 1264.4661 - logcount_predictions_loss: 4.9202 450/2370 [====>.........................] - ETA: 9:47 - loss: 1389.3128 - logits_profile_predictions_loss: 1264.3431 - logcount_predictions_loss: 4.9201 451/2370 [====>.........................] - ETA: 9:47 - loss: 1389.1893 - logits_profile_predictions_loss: 1264.2224 - logcount_predictions_loss: 4.9200 452/2370 [====>.........................] - ETA: 9:46 - loss: 1389.0663 - logits_profile_predictions_loss: 1264.1022 - logcount_predictions_loss: 4.9198 453/2370 [====>.........................] - ETA: 9:46 - loss: 1388.9448 - logits_profile_predictions_loss: 1263.9834 - logcount_predictions_loss: 4.9197 454/2370 [====>.........................] - ETA: 9:46 - loss: 1388.8237 - logits_profile_predictions_loss: 1263.8648 - logcount_predictions_loss: 4.9196 455/2370 [====>.........................] - ETA: 9:45 - loss: 1388.7023 - logits_profile_predictions_loss: 1263.7461 - logcount_predictions_loss: 4.9195 456/2370 [====>.........................] - ETA: 9:45 - loss: 1388.5810 - logits_profile_predictions_loss: 1263.6274 - logcount_predictions_loss: 4.9194 457/2370 [====>.........................] - ETA: 9:45 - loss: 1388.4605 - logits_profile_predictions_loss: 1263.5095 - logcount_predictions_loss: 4.9193 458/2370 [====>.........................] - ETA: 9:45 - loss: 1388.3390 - logits_profile_predictions_loss: 1263.3906 - logcount_predictions_loss: 4.9192 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472/2370 [====>.........................] - ETA: 9:40 - loss: 1386.6556 - logits_profile_predictions_loss: 1261.7435 - logcount_predictions_loss: 4.9178 473/2370 [====>.........................] - ETA: 9:40 - loss: 1386.5352 - logits_profile_predictions_loss: 1261.6258 - logcount_predictions_loss: 4.9177 474/2370 [=====>........................] - ETA: 9:40 - loss: 1386.4149 - logits_profile_predictions_loss: 1261.5082 - logcount_predictions_loss: 4.9176 475/2370 [=====>........................] - ETA: 9:39 - loss: 1386.2936 - logits_profile_predictions_loss: 1261.3896 - logcount_predictions_loss: 4.9175 476/2370 [=====>........................] - ETA: 9:39 - loss: 1386.1705 - logits_profile_predictions_loss: 1261.2695 - logcount_predictions_loss: 4.9174 477/2370 [=====>........................] - ETA: 9:39 - loss: 1386.0481 - logits_profile_predictions_loss: 1261.1500 - logcount_predictions_loss: 4.9172 478/2370 [=====>........................] - ETA: 9:38 - loss: 1385.9271 - 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8s - loss: 1240.2737 - logits_profile_predictions_loss: 1158.0780 - logcount_predictions_loss: 3.2360 2348/2370 [============================>.] - ETA: 8s - loss: 1240.2284 - logits_profile_predictions_loss: 1158.0475 - logcount_predictions_loss: 3.2355 2349/2370 [============================>.] - ETA: 8s - loss: 1240.1831 - logits_profile_predictions_loss: 1158.0170 - logcount_predictions_loss: 3.2349 2350/2370 [============================>.] - ETA: 7s - loss: 1240.1378 - logits_profile_predictions_loss: 1157.9864 - logcount_predictions_loss: 3.2343 2351/2370 [============================>.] - ETA: 7s - loss: 1240.0925 - logits_profile_predictions_loss: 1157.9558 - logcount_predictions_loss: 3.2337 2352/2370 [============================>.] - ETA: 6s - loss: 1240.0472 - logits_profile_predictions_loss: 1157.9253 - logcount_predictions_loss: 3.2331 2353/2370 [============================>.] - ETA: 6s - loss: 1240.0021 - logits_profile_predictions_loss: 1157.8948 - logcount_predictions_loss: 3.2326 2354/2370 [============================>.] - ETA: 6s - loss: 1239.9569 - logits_profile_predictions_loss: 1157.8644 - logcount_predictions_loss: 3.2320 2355/2370 [============================>.] - ETA: 5s - loss: 1239.9118 - logits_profile_predictions_loss: 1157.8340 - logcount_predictions_loss: 3.2314 2356/2370 [============================>.] - ETA: 5s - loss: 1239.8667 - logits_profile_predictions_loss: 1157.8036 - logcount_predictions_loss: 3.2308 2357/2370 [============================>.] - ETA: 5s - loss: 1239.8217 - logits_profile_predictions_loss: 1157.7733 - logcount_predictions_loss: 3.2302 2358/2370 [============================>.] - ETA: 4s - loss: 1239.7768 - logits_profile_predictions_loss: 1157.7430 - logcount_predictions_loss: 3.2297 2359/2370 [============================>.] - ETA: 4s - loss: 1239.7319 - logits_profile_predictions_loss: 1157.7128 - logcount_predictions_loss: 3.2291 2360/2370 [============================>.] - ETA: 3s - loss: 1239.6870 - logits_profile_predictions_loss: 1157.6825 - logcount_predictions_loss: 3.2285 2361/2370 [============================>.] - ETA: 3s - loss: 1239.6420 - logits_profile_predictions_loss: 1157.6522 - logcount_predictions_loss: 3.2279 2362/2370 [============================>.] - ETA: 3s - loss: 1239.5971 - logits_profile_predictions_loss: 1157.6220 - logcount_predictions_loss: 3.2274 2363/2370 [============================>.] - ETA: 2s - loss: 1239.5522 - logits_profile_predictions_loss: 1157.5917 - logcount_predictions_loss: 3.2268 2364/2370 [============================>.] - ETA: 2s - loss: 1239.5073 - logits_profile_predictions_loss: 1157.5614 - logcount_predictions_loss: 3.2262 2365/2370 [============================>.] - ETA: 1s - loss: 1239.4624 - logits_profile_predictions_loss: 1157.5312 - logcount_predictions_loss: 3.2256 2366/2370 [============================>.] - ETA: 1s - loss: 1239.4176 - logits_profile_predictions_loss: 1157.5009 - logcount_predictions_loss: 3.2251 2367/2370 [============================>.] - ETA: 1s - loss: 1239.3727 - logits_profile_predictions_loss: 1157.4707 - logcount_predictions_loss: 3.2245 2368/2370 [============================>.] - ETA: 0s - loss: 1239.3279 - logits_profile_predictions_loss: 1157.4404 - logcount_predictions_loss: 3.2239 2369/2370 [============================>.] - ETA: 0s - loss: 1239.2830 - logits_profile_predictions_loss: 1157.4102 - logcount_predictions_loss: 3.2233 2370/2370 [==============================] - ETA: 0s - loss: 1239.2381 - logits_profile_predictions_loss: 1157.3799 - logcount_predictions_loss: 3.2228 2370/2370 [==============================] - 1240s 444ms/step - loss: 1239.1933 - logits_profile_predictions_loss: 1157.3496 - logcount_predictions_loss: 3.2222 - val_loss: 1248.5342 - val_logits_profile_predictions_loss: 1225.4154 - val_logcount_predictions_loss: 0.9102 Epoch 00001: val_loss improved from inf to 1248.53418, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 2/50 1/2370 [..............................] - ETA: 12:29 - loss: 1179.0070 - logits_profile_predictions_loss: 1149.7930 - logcount_predictions_loss: 1.1502 2/2370 [..............................] - ETA: 11:56 - loss: 1160.9384 - logits_profile_predictions_loss: 1134.4290 - logcount_predictions_loss: 1.0437 3/2370 [..............................] - ETA: 11:56 - loss: 1139.0031 - logits_profile_predictions_loss: 1114.4482 - logcount_predictions_loss: 0.9667 4/2370 [..............................] - ETA: 11:56 - loss: 1128.5336 - logits_profile_predictions_loss: 1104.8163 - logcount_predictions_loss: 0.9338 5/2370 [..............................] - ETA: 11:56 - loss: 1113.3828 - logits_profile_predictions_loss: 1090.2087 - logcount_predictions_loss: 0.9124 6/2370 [..............................] - ETA: 11:56 - loss: 1100.6005 - logits_profile_predictions_loss: 1077.8304 - logcount_predictions_loss: 0.8965 7/2370 [..............................] - ETA: 11:55 - loss: 1090.4509 - logits_profile_predictions_loss: 1067.8810 - logcount_predictions_loss: 0.8886 8/2370 [..............................] - ETA: 11:54 - loss: 1081.8548 - logits_profile_predictions_loss: 1059.5737 - logcount_predictions_loss: 0.8772 9/2370 [..............................] - ETA: 11:53 - loss: 1073.2323 - logits_profile_predictions_loss: 1051.1971 - logcount_predictions_loss: 0.8675 10/2370 [..............................] - ETA: 11:53 - loss: 1068.7545 - logits_profile_predictions_loss: 1046.8909 - logcount_predictions_loss: 0.8608 11/2370 [..............................] - ETA: 11:52 - loss: 1063.6436 - logits_profile_predictions_loss: 1041.9774 - logcount_predictions_loss: 0.8530 12/2370 [..............................] - ETA: 11:52 - loss: 1060.9836 - logits_profile_predictions_loss: 1039.4691 - logcount_predictions_loss: 0.8470 13/2370 [..............................] - ETA: 11:51 - loss: 1059.0556 - logits_profile_predictions_loss: 1037.6432 - logcount_predictions_loss: 0.8430 14/2370 [..............................] - ETA: 11:51 - loss: 1058.0343 - logits_profile_predictions_loss: 1036.7270 - logcount_predictions_loss: 0.8389 15/2370 [..............................] - ETA: 11:51 - loss: 1057.5143 - logits_profile_predictions_loss: 1036.2911 - logcount_predictions_loss: 0.8356 16/2370 [..............................] - ETA: 11:50 - loss: 1056.6136 - logits_profile_predictions_loss: 1035.4703 - logcount_predictions_loss: 0.8324 17/2370 [..............................] - ETA: 11:50 - loss: 1055.6659 - logits_profile_predictions_loss: 1034.5696 - logcount_predictions_loss: 0.8306 18/2370 [..............................] - ETA: 11:50 - loss: 1055.0179 - logits_profile_predictions_loss: 1033.9821 - logcount_predictions_loss: 0.8282 19/2370 [..............................] - ETA: 11:49 - loss: 1054.3737 - logits_profile_predictions_loss: 1033.3995 - logcount_predictions_loss: 0.8258 20/2370 [..............................] - ETA: 11:49 - loss: 1053.4131 - logits_profile_predictions_loss: 1032.5110 - logcount_predictions_loss: 0.8229 21/2370 [..............................] - ETA: 11:49 - loss: 1052.1233 - logits_profile_predictions_loss: 1031.2938 - logcount_predictions_loss: 0.8201 22/2370 [..............................] - ETA: 11:48 - loss: 1050.8346 - logits_profile_predictions_loss: 1030.0779 - logcount_predictions_loss: 0.8172 23/2370 [..............................] - ETA: 11:48 - loss: 1049.3549 - logits_profile_predictions_loss: 1028.6622 - logcount_predictions_loss: 0.8147 24/2370 [..............................] - ETA: 11:48 - loss: 1048.0311 - logits_profile_predictions_loss: 1027.4013 - logcount_predictions_loss: 0.8122 25/2370 [..............................] - ETA: 11:47 - loss: 1046.9781 - logits_profile_predictions_loss: 1026.4033 - logcount_predictions_loss: 0.8100 26/2370 [..............................] - ETA: 11:47 - loss: 1046.1623 - logits_profile_predictions_loss: 1025.6274 - logcount_predictions_loss: 0.8085 27/2370 [..............................] - ETA: 11:47 - loss: 1045.6122 - logits_profile_predictions_loss: 1025.0798 - logcount_predictions_loss: 0.8084 28/2370 [..............................] - ETA: 11:46 - loss: 1044.8940 - logits_profile_predictions_loss: 1024.3643 - logcount_predictions_loss: 0.8083 29/2370 [..............................] - ETA: 11:46 - loss: 1044.1526 - logits_profile_predictions_loss: 1023.6103 - logcount_predictions_loss: 0.8088 30/2370 [..............................] - ETA: 11:46 - loss: 1043.1657 - logits_profile_predictions_loss: 1022.6197 - logcount_predictions_loss: 0.8089 31/2370 [..............................] - ETA: 11:45 - loss: 1042.3849 - logits_profile_predictions_loss: 1021.8334 - logcount_predictions_loss: 0.8091 32/2370 [..............................] - ETA: 11:45 - loss: 1041.5375 - logits_profile_predictions_loss: 1020.9784 - logcount_predictions_loss: 0.8094 33/2370 [..............................] - ETA: 11:45 - loss: 1040.9205 - logits_profile_predictions_loss: 1020.3580 - logcount_predictions_loss: 0.8095 34/2370 [..............................] - ETA: 11:45 - loss: 1040.2253 - logits_profile_predictions_loss: 1019.6639 - logcount_predictions_loss: 0.8095 35/2370 [..............................] - ETA: 11:44 - loss: 1039.6235 - logits_profile_predictions_loss: 1019.0641 - logcount_predictions_loss: 0.8094 36/2370 [..............................] - ETA: 11:44 - loss: 1038.8748 - logits_profile_predictions_loss: 1018.3154 - logcount_predictions_loss: 0.8094 37/2370 [..............................] - ETA: 11:44 - loss: 1038.2934 - logits_profile_predictions_loss: 1017.7313 - logcount_predictions_loss: 0.8095 38/2370 [..............................] - ETA: 11:43 - loss: 1037.8812 - logits_profile_predictions_loss: 1017.3137 - logcount_predictions_loss: 0.8097 39/2370 [..............................] - ETA: 11:43 - loss: 1037.3524 - logits_profile_predictions_loss: 1016.7821 - logcount_predictions_loss: 0.8099 40/2370 [..............................] - ETA: 11:43 - loss: 1037.1779 - logits_profile_predictions_loss: 1016.5988 - logcount_predictions_loss: 0.8102 41/2370 [..............................] - ETA: 11:43 - loss: 1036.9371 - logits_profile_predictions_loss: 1016.3472 - logcount_predictions_loss: 0.8106 42/2370 [..............................] - ETA: 11:42 - loss: 1036.7998 - logits_profile_predictions_loss: 1016.1940 - logcount_predictions_loss: 0.8113 43/2370 [..............................] - ETA: 11:42 - loss: 1036.7122 - logits_profile_predictions_loss: 1016.0930 - logcount_predictions_loss: 0.8118 44/2370 [..............................] - ETA: 11:42 - loss: 1036.5923 - logits_profile_predictions_loss: 1015.9600 - logcount_predictions_loss: 0.8123 45/2370 [..............................] - ETA: 11:41 - loss: 1036.4881 - logits_profile_predictions_loss: 1015.8417 - logcount_predictions_loss: 0.8129 46/2370 [..............................] - ETA: 11:41 - loss: 1036.4724 - logits_profile_predictions_loss: 1015.8126 - logcount_predictions_loss: 0.8134 47/2370 [..............................] - ETA: 11:41 - loss: 1036.5090 - logits_profile_predictions_loss: 1015.8367 - logcount_predictions_loss: 0.8139 48/2370 [..............................] - ETA: 11:41 - loss: 1036.4858 - logits_profile_predictions_loss: 1015.8007 - logcount_predictions_loss: 0.8144 49/2370 [..............................] - ETA: 11:40 - loss: 1036.4305 - logits_profile_predictions_loss: 1015.7324 - logcount_predictions_loss: 0.8149 50/2370 [..............................] - ETA: 11:40 - loss: 1036.4059 - logits_profile_predictions_loss: 1015.6965 - logcount_predictions_loss: 0.8153 51/2370 [..............................] - ETA: 11:40 - loss: 1036.2790 - logits_profile_predictions_loss: 1015.5592 - logcount_predictions_loss: 0.8157 52/2370 [..............................] - ETA: 11:39 - loss: 1036.1130 - logits_profile_predictions_loss: 1015.3829 - logcount_predictions_loss: 0.8161 53/2370 [..............................] - ETA: 11:39 - loss: 1036.0690 - logits_profile_predictions_loss: 1015.3270 - logcount_predictions_loss: 0.8166 54/2370 [..............................] - ETA: 11:39 - loss: 1035.9798 - logits_profile_predictions_loss: 1015.2256 - logcount_predictions_loss: 0.8171 55/2370 [..............................] - ETA: 11:39 - loss: 1035.8638 - logits_profile_predictions_loss: 1015.0944 - logcount_predictions_loss: 0.8177 56/2370 [..............................] - ETA: 11:38 - loss: 1035.7503 - logits_profile_predictions_loss: 1014.9675 - logcount_predictions_loss: 0.8182 57/2370 [..............................] - ETA: 11:38 - loss: 1035.6381 - logits_profile_predictions_loss: 1014.8414 - logcount_predictions_loss: 0.8188 58/2370 [..............................] - ETA: 11:38 - loss: 1035.5357 - logits_profile_predictions_loss: 1014.7270 - logcount_predictions_loss: 0.8192 59/2370 [..............................] - ETA: 11:38 - loss: 1035.3661 - logits_profile_predictions_loss: 1014.5474 - logcount_predictions_loss: 0.8196 60/2370 [..............................] - ETA: 11:37 - loss: 1035.1792 - logits_profile_predictions_loss: 1014.3516 - logcount_predictions_loss: 0.8200 61/2370 [..............................] - ETA: 11:37 - loss: 1034.9675 - logits_profile_predictions_loss: 1014.1336 - logcount_predictions_loss: 0.8202 62/2370 [..............................] - ETA: 11:37 - loss: 1034.7940 - logits_profile_predictions_loss: 1013.9544 - logcount_predictions_loss: 0.8205 63/2370 [..............................] - ETA: 11:37 - loss: 1034.5880 - logits_profile_predictions_loss: 1013.7434 - logcount_predictions_loss: 0.8207 64/2370 [..............................] - ETA: 11:36 - loss: 1034.4043 - logits_profile_predictions_loss: 1013.5556 - logcount_predictions_loss: 0.8208 65/2370 [..............................] - ETA: 11:36 - loss: 1034.2251 - logits_profile_predictions_loss: 1013.3726 - logcount_predictions_loss: 0.8210 66/2370 [..............................] - ETA: 11:36 - loss: 1034.0586 - logits_profile_predictions_loss: 1013.2006 - logcount_predictions_loss: 0.8212 67/2370 [..............................] - ETA: 11:35 - loss: 1033.9120 - logits_profile_predictions_loss: 1013.0490 - logcount_predictions_loss: 0.8214 68/2370 [..............................] - ETA: 11:35 - loss: 1033.7963 - logits_profile_predictions_loss: 1012.9288 - logcount_predictions_loss: 0.8216 69/2370 [..............................] - ETA: 11:35 - loss: 1033.6674 - logits_profile_predictions_loss: 1012.7934 - logcount_predictions_loss: 0.8218 70/2370 [..............................] - ETA: 11:35 - loss: 1033.5014 - logits_profile_predictions_loss: 1012.6224 - logcount_predictions_loss: 0.8220 71/2370 [..............................] - ETA: 11:34 - loss: 1033.3456 - logits_profile_predictions_loss: 1012.4621 - logcount_predictions_loss: 0.8222 72/2370 [..............................] - ETA: 11:34 - loss: 1033.1919 - logits_profile_predictions_loss: 1012.3052 - logcount_predictions_loss: 0.8223 73/2370 [..............................] - ETA: 11:34 - loss: 1033.0290 - logits_profile_predictions_loss: 1012.1397 - logcount_predictions_loss: 0.8224 74/2370 [..............................] - ETA: 11:34 - loss: 1032.8873 - logits_profile_predictions_loss: 1011.9953 - logcount_predictions_loss: 0.8225 75/2370 [..............................] - ETA: 11:33 - loss: 1032.7656 - logits_profile_predictions_loss: 1011.8703 - logcount_predictions_loss: 0.8227 76/2370 [..............................] - ETA: 11:33 - loss: 1032.6404 - logits_profile_predictions_loss: 1011.7428 - logcount_predictions_loss: 0.8227 77/2370 [..............................] - ETA: 11:33 - loss: 1032.5365 - logits_profile_predictions_loss: 1011.6375 - logcount_predictions_loss: 0.8228 78/2370 [..............................] - ETA: 11:32 - loss: 1032.4403 - logits_profile_predictions_loss: 1011.5402 - logcount_predictions_loss: 0.8228 79/2370 [>.............................] - ETA: 11:32 - loss: 1032.3605 - logits_profile_predictions_loss: 1011.4597 - logcount_predictions_loss: 0.8229 80/2370 [>.............................] - ETA: 11:32 - loss: 1032.3008 - logits_profile_predictions_loss: 1011.3998 - logcount_predictions_loss: 0.8229 81/2370 [>.............................] - ETA: 11:32 - loss: 1032.2121 - logits_profile_predictions_loss: 1011.3113 - logcount_predictions_loss: 0.8229 82/2370 [>.............................] - ETA: 11:31 - loss: 1032.1294 - logits_profile_predictions_loss: 1011.2287 - logcount_predictions_loss: 0.8229 83/2370 [>.............................] - ETA: 11:31 - loss: 1032.0557 - logits_profile_predictions_loss: 1011.1559 - logcount_predictions_loss: 0.8228 84/2370 [>.............................] - ETA: 11:31 - loss: 1031.9903 - logits_profile_predictions_loss: 1011.0915 - logcount_predictions_loss: 0.8228 85/2370 [>.............................] - ETA: 11:30 - loss: 1031.9258 - logits_profile_predictions_loss: 1011.0286 - logcount_predictions_loss: 0.8227 86/2370 [>.............................] - ETA: 11:30 - loss: 1031.8774 - logits_profile_predictions_loss: 1010.9823 - logcount_predictions_loss: 0.8226 87/2370 [>.............................] - ETA: 11:30 - loss: 1031.8511 - logits_profile_predictions_loss: 1010.9581 - logcount_predictions_loss: 0.8226 88/2370 [>.............................] - ETA: 11:30 - loss: 1031.8070 - logits_profile_predictions_loss: 1010.9159 - logcount_predictions_loss: 0.8225 89/2370 [>.............................] - ETA: 11:29 - loss: 1031.7841 - logits_profile_predictions_loss: 1010.8944 - logcount_predictions_loss: 0.8224 90/2370 [>.............................] - ETA: 11:29 - loss: 1031.7437 - logits_profile_predictions_loss: 1010.8561 - logcount_predictions_loss: 0.8223 91/2370 [>.............................] - ETA: 11:29 - loss: 1031.7101 - logits_profile_predictions_loss: 1010.8255 - logcount_predictions_loss: 0.8222 92/2370 [>.............................] - ETA: 11:29 - loss: 1031.6570 - logits_profile_predictions_loss: 1010.7754 - logcount_predictions_loss: 0.8221 93/2370 [>.............................] - ETA: 11:28 - loss: 1031.6375 - logits_profile_predictions_loss: 1010.7591 - logcount_predictions_loss: 0.8220 94/2370 [>.............................] - ETA: 11:28 - loss: 1031.5979 - logits_profile_predictions_loss: 1010.7232 - logcount_predictions_loss: 0.8218 95/2370 [>.............................] - ETA: 11:28 - loss: 1031.5880 - logits_profile_predictions_loss: 1010.7170 - logcount_predictions_loss: 0.8217 96/2370 [>.............................] - ETA: 11:27 - loss: 1031.5830 - logits_profile_predictions_loss: 1010.7151 - logcount_predictions_loss: 0.8216 97/2370 [>.............................] - ETA: 11:27 - loss: 1031.5809 - 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1028.4477 - logits_profile_predictions_loss: 1007.2952 - logcount_predictions_loss: 0.8328 349/2370 [===>..........................] - ETA: 10:14 - loss: 1028.4512 - logits_profile_predictions_loss: 1007.2981 - logcount_predictions_loss: 0.8328 350/2370 [===>..........................] - ETA: 10:14 - loss: 1028.4538 - logits_profile_predictions_loss: 1007.3001 - logcount_predictions_loss: 0.8328 351/2370 [===>..........................] - ETA: 10:13 - loss: 1028.4563 - logits_profile_predictions_loss: 1007.3020 - logcount_predictions_loss: 0.8329 352/2370 [===>..........................] - ETA: 10:13 - loss: 1028.4596 - logits_profile_predictions_loss: 1007.3048 - logcount_predictions_loss: 0.8329 353/2370 [===>..........................] - ETA: 10:13 - loss: 1028.4633 - logits_profile_predictions_loss: 1007.3079 - logcount_predictions_loss: 0.8329 354/2370 [===>..........................] - ETA: 10:12 - loss: 1028.4681 - logits_profile_predictions_loss: 1007.3121 - logcount_predictions_loss: 0.8329 355/2370 [===>..........................] - ETA: 10:12 - loss: 1028.4713 - logits_profile_predictions_loss: 1007.3147 - logcount_predictions_loss: 0.8329 356/2370 [===>..........................] - ETA: 10:12 - loss: 1028.4729 - logits_profile_predictions_loss: 1007.3158 - logcount_predictions_loss: 0.8330 357/2370 [===>..........................] - ETA: 10:12 - loss: 1028.4764 - logits_profile_predictions_loss: 1007.3188 - logcount_predictions_loss: 0.8330 358/2370 [===>..........................] - ETA: 10:11 - loss: 1028.4786 - logits_profile_predictions_loss: 1007.3205 - logcount_predictions_loss: 0.8330 359/2370 [===>..........................] - ETA: 10:11 - loss: 1028.4812 - logits_profile_predictions_loss: 1007.3227 - logcount_predictions_loss: 0.8330 360/2370 [===>..........................] - ETA: 10:11 - loss: 1028.4833 - logits_profile_predictions_loss: 1007.3242 - logcount_predictions_loss: 0.8330 361/2370 [===>..........................] 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logits_profile_predictions_loss: 975.3094 - logcount_predictions_loss: 0.7541 192/2370 [=>............................] - ETA: 11:04 - loss: 994.4252 - logits_profile_predictions_loss: 975.2689 - logcount_predictions_loss: 0.7542 193/2370 [=>............................] - ETA: 11:03 - loss: 994.3881 - logits_profile_predictions_loss: 975.2310 - logcount_predictions_loss: 0.7542 194/2370 [=>............................] - ETA: 11:03 - loss: 994.3526 - logits_profile_predictions_loss: 975.1945 - logcount_predictions_loss: 0.7543 195/2370 [=>............................] - ETA: 11:03 - loss: 994.3175 - logits_profile_predictions_loss: 975.1585 - logcount_predictions_loss: 0.7543 196/2370 [=>............................] - ETA: 11:02 - loss: 994.2834 - logits_profile_predictions_loss: 975.1237 - logcount_predictions_loss: 0.7543 197/2370 [=>............................] - ETA: 11:02 - loss: 994.2528 - logits_profile_predictions_loss: 975.0924 - logcount_predictions_loss: 0.7543 198/2370 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logits_profile_predictions_loss: 974.8486 - logcount_predictions_loss: 0.7546 205/2370 [=>............................] - ETA: 11:00 - loss: 993.9823 - logits_profile_predictions_loss: 974.8155 - logcount_predictions_loss: 0.7546 206/2370 [=>............................] - ETA: 10:59 - loss: 993.9530 - logits_profile_predictions_loss: 974.7852 - logcount_predictions_loss: 0.7546 207/2370 [=>............................] - ETA: 10:59 - loss: 993.9202 - logits_profile_predictions_loss: 974.7516 - logcount_predictions_loss: 0.7547 208/2370 [=>............................] - ETA: 10:59 - loss: 993.8838 - logits_profile_predictions_loss: 974.7143 - logcount_predictions_loss: 0.7547 209/2370 [=>............................] - ETA: 10:59 - loss: 993.8444 - logits_profile_predictions_loss: 974.6740 - logcount_predictions_loss: 0.7547 210/2370 [=>............................] - ETA: 10:58 - loss: 993.8042 - logits_profile_predictions_loss: 974.6330 - logcount_predictions_loss: 0.7548 211/2370 [=>............................] - ETA: 10:58 - loss: 993.7632 - logits_profile_predictions_loss: 974.5913 - logcount_predictions_loss: 0.7548 212/2370 [=>............................] - ETA: 10:58 - loss: 993.7226 - logits_profile_predictions_loss: 974.5499 - logcount_predictions_loss: 0.7548 213/2370 [=>............................] - ETA: 10:57 - loss: 993.6806 - logits_profile_predictions_loss: 974.5072 - logcount_predictions_loss: 0.7549 214/2370 [=>............................] - ETA: 10:57 - loss: 993.6366 - logits_profile_predictions_loss: 974.4626 - logcount_predictions_loss: 0.7549 215/2370 [=>............................] - ETA: 10:57 - loss: 993.5866 - logits_profile_predictions_loss: 974.4121 - logcount_predictions_loss: 0.7549 216/2370 [=>............................] - ETA: 10:56 - loss: 993.5376 - logits_profile_predictions_loss: 974.3627 - logcount_predictions_loss: 0.7549 217/2370 [=>............................] - ETA: 10:56 - loss: 993.4912 - 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[==>...........................] - ETA: 10:43 - loss: 992.1391 - logits_profile_predictions_loss: 972.9837 - logcount_predictions_loss: 0.7541 264/2370 [==>...........................] - ETA: 10:42 - loss: 992.1142 - logits_profile_predictions_loss: 972.9596 - logcount_predictions_loss: 0.7541 265/2370 [==>...........................] - ETA: 10:42 - loss: 992.0903 - logits_profile_predictions_loss: 972.9365 - logcount_predictions_loss: 0.7541 266/2370 [==>...........................] - ETA: 10:42 - loss: 992.0670 - logits_profile_predictions_loss: 972.9139 - logcount_predictions_loss: 0.7541 267/2370 [==>...........................] - ETA: 10:42 - loss: 992.0429 - logits_profile_predictions_loss: 972.8906 - logcount_predictions_loss: 0.7540 268/2370 [==>...........................] - ETA: 10:41 - loss: 992.0210 - logits_profile_predictions_loss: 972.8694 - logcount_predictions_loss: 0.7540 269/2370 [==>...........................] - ETA: 10:41 - loss: 991.9989 - 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[==>...........................] - ETA: 10:39 - loss: 991.8352 - logits_profile_predictions_loss: 972.6909 - logcount_predictions_loss: 0.7537 277/2370 [==>...........................] - ETA: 10:39 - loss: 991.8112 - logits_profile_predictions_loss: 972.6680 - logcount_predictions_loss: 0.7537 278/2370 [==>...........................] - ETA: 10:38 - loss: 991.7857 - logits_profile_predictions_loss: 972.6437 - logcount_predictions_loss: 0.7536 279/2370 [==>...........................] - ETA: 10:38 - loss: 991.7635 - logits_profile_predictions_loss: 972.6228 - logcount_predictions_loss: 0.7536 280/2370 [==>...........................] - ETA: 10:38 - loss: 991.7446 - logits_profile_predictions_loss: 972.6050 - logcount_predictions_loss: 0.7535 281/2370 [==>...........................] - ETA: 10:37 - loss: 991.7267 - logits_profile_predictions_loss: 972.5883 - logcount_predictions_loss: 0.7535 282/2370 [==>...........................] - ETA: 10:37 - loss: 991.7115 - 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logits_profile_predictions_loss: 972.2378 - logcount_predictions_loss: 0.7523 309/2370 [==>...........................] - ETA: 10:29 - loss: 991.3298 - logits_profile_predictions_loss: 972.2237 - logcount_predictions_loss: 0.7522 310/2370 [==>...........................] - ETA: 10:29 - loss: 991.3130 - logits_profile_predictions_loss: 972.2079 - logcount_predictions_loss: 0.7522 311/2370 [==>...........................] - ETA: 10:28 - loss: 991.2961 - logits_profile_predictions_loss: 972.1922 - logcount_predictions_loss: 0.7521 312/2370 [==>...........................] - ETA: 10:28 - loss: 991.2803 - logits_profile_predictions_loss: 972.1774 - logcount_predictions_loss: 0.7521 313/2370 [==>...........................] - ETA: 10:28 - loss: 991.2700 - logits_profile_predictions_loss: 972.1682 - logcount_predictions_loss: 0.7520 314/2370 [==>...........................] - ETA: 10:28 - loss: 991.2612 - logits_profile_predictions_loss: 972.1606 - logcount_predictions_loss: 0.7520 315/2370 [==>...........................] - ETA: 10:27 - loss: 991.2523 - logits_profile_predictions_loss: 972.1528 - logcount_predictions_loss: 0.7519 316/2370 [===>..........................] - ETA: 10:27 - loss: 991.2448 - logits_profile_predictions_loss: 972.1464 - logcount_predictions_loss: 0.7519 317/2370 [===>..........................] - ETA: 10:27 - loss: 991.2379 - logits_profile_predictions_loss: 972.1405 - logcount_predictions_loss: 0.7519 318/2370 [===>..........................] - ETA: 10:26 - loss: 991.2323 - logits_profile_predictions_loss: 972.1361 - logcount_predictions_loss: 0.7518 319/2370 [===>..........................] - ETA: 10:26 - loss: 991.2279 - logits_profile_predictions_loss: 972.1327 - logcount_predictions_loss: 0.7518 320/2370 [===>..........................] - ETA: 10:26 - loss: 991.2249 - logits_profile_predictions_loss: 972.1307 - logcount_predictions_loss: 0.7517 321/2370 [===>..........................] - ETA: 10:25 - loss: 991.2234 - logits_profile_predictions_loss: 972.1301 - logcount_predictions_loss: 0.7517 322/2370 [===>..........................] - ETA: 10:25 - loss: 991.2230 - logits_profile_predictions_loss: 972.1307 - logcount_predictions_loss: 0.7517 323/2370 [===>..........................] - ETA: 10:25 - loss: 991.2230 - logits_profile_predictions_loss: 972.1316 - logcount_predictions_loss: 0.7516 324/2370 [===>..........................] - ETA: 10:25 - loss: 991.2248 - logits_profile_predictions_loss: 972.1345 - logcount_predictions_loss: 0.7516 325/2370 [===>..........................] - ETA: 10:24 - loss: 991.2269 - logits_profile_predictions_loss: 972.1377 - logcount_predictions_loss: 0.7515 326/2370 [===>..........................] - ETA: 10:24 - loss: 991.2305 - logits_profile_predictions_loss: 972.1423 - logcount_predictions_loss: 0.7515 327/2370 [===>..........................] - ETA: 10:24 - loss: 991.2330 - logits_profile_predictions_loss: 972.1458 - logcount_predictions_loss: 0.7515 328/2370 [===>..........................] - ETA: 10:23 - loss: 991.2353 - logits_profile_predictions_loss: 972.1492 - logcount_predictions_loss: 0.7514 329/2370 [===>..........................] - ETA: 10:23 - loss: 991.2385 - logits_profile_predictions_loss: 972.1535 - logcount_predictions_loss: 0.7514 330/2370 [===>..........................] - ETA: 10:23 - loss: 991.2400 - logits_profile_predictions_loss: 972.1561 - logcount_predictions_loss: 0.7513 331/2370 [===>..........................] - ETA: 10:22 - loss: 991.2419 - logits_profile_predictions_loss: 972.1591 - logcount_predictions_loss: 0.7513 332/2370 [===>..........................] - ETA: 10:22 - loss: 991.2434 - logits_profile_predictions_loss: 972.1617 - logcount_predictions_loss: 0.7512 333/2370 [===>..........................] - ETA: 10:22 - loss: 991.2447 - logits_profile_predictions_loss: 972.1640 - logcount_predictions_loss: 0.7512 334/2370 [===>..........................] - ETA: 10:22 - loss: 991.2465 - logits_profile_predictions_loss: 972.1668 - logcount_predictions_loss: 0.7512 335/2370 [===>..........................] - ETA: 10:21 - loss: 991.2501 - logits_profile_predictions_loss: 972.1714 - logcount_predictions_loss: 0.7511 336/2370 [===>..........................] - ETA: 10:21 - loss: 991.2527 - logits_profile_predictions_loss: 972.1751 - logcount_predictions_loss: 0.7511 337/2370 [===>..........................] - ETA: 10:21 - loss: 991.2561 - logits_profile_predictions_loss: 972.1796 - logcount_predictions_loss: 0.7510 338/2370 [===>..........................] - ETA: 10:20 - loss: 991.2600 - logits_profile_predictions_loss: 972.1845 - logcount_predictions_loss: 0.7510 339/2370 [===>..........................] - ETA: 10:20 - loss: 991.2618 - logits_profile_predictions_loss: 972.1873 - logcount_predictions_loss: 0.7510 340/2370 [===>..........................] - ETA: 10:20 - loss: 991.2631 - logits_profile_predictions_loss: 972.1896 - logcount_predictions_loss: 0.7509 341/2370 [===>..........................] - ETA: 10:19 - loss: 991.2642 - logits_profile_predictions_loss: 972.1917 - logcount_predictions_loss: 0.7509 342/2370 [===>..........................] - ETA: 10:19 - loss: 991.2654 - logits_profile_predictions_loss: 972.1939 - logcount_predictions_loss: 0.7508 343/2370 [===>..........................] - ETA: 10:19 - loss: 991.2671 - logits_profile_predictions_loss: 972.1966 - logcount_predictions_loss: 0.7508 344/2370 [===>..........................] - ETA: 10:19 - loss: 991.2698 - logits_profile_predictions_loss: 972.2003 - logcount_predictions_loss: 0.7508 345/2370 [===>..........................] - ETA: 10:18 - loss: 991.2722 - logits_profile_predictions_loss: 972.2036 - logcount_predictions_loss: 0.7507 346/2370 [===>..........................] - ETA: 10:18 - loss: 991.2747 - logits_profile_predictions_loss: 972.2072 - logcount_predictions_loss: 0.7507 347/2370 [===>..........................] - ETA: 10:18 - loss: 991.2771 - logits_profile_predictions_loss: 972.2107 - logcount_predictions_loss: 0.7506 348/2370 [===>..........................] - ETA: 10:17 - loss: 991.2796 - logits_profile_predictions_loss: 972.2143 - logcount_predictions_loss: 0.7506 349/2370 [===>..........................] - ETA: 10:17 - loss: 991.2825 - logits_profile_predictions_loss: 972.2183 - logcount_predictions_loss: 0.7506 350/2370 [===>..........................] - ETA: 10:17 - loss: 991.2853 - logits_profile_predictions_loss: 972.2222 - logcount_predictions_loss: 0.7505 351/2370 [===>..........................] - ETA: 10:16 - loss: 991.2875 - logits_profile_predictions_loss: 972.2254 - logcount_predictions_loss: 0.7505 352/2370 [===>..........................] - ETA: 10:16 - loss: 991.2889 - logits_profile_predictions_loss: 972.2279 - logcount_predictions_loss: 0.7504 353/2370 [===>..........................] - ETA: 10:16 - loss: 991.2916 - logits_profile_predictions_loss: 972.2316 - logcount_predictions_loss: 0.7504 354/2370 [===>..........................] - ETA: 10:16 - loss: 991.2942 - logits_profile_predictions_loss: 972.2353 - logcount_predictions_loss: 0.7503 355/2370 [===>..........................] - ETA: 10:15 - loss: 991.2982 - logits_profile_predictions_loss: 972.2403 - logcount_predictions_loss: 0.7503 356/2370 [===>..........................] - ETA: 10:15 - loss: 991.3026 - logits_profile_predictions_loss: 972.2458 - logcount_predictions_loss: 0.7503 357/2370 [===>..........................] - ETA: 10:15 - loss: 991.3082 - logits_profile_predictions_loss: 972.2523 - logcount_predictions_loss: 0.7502 358/2370 [===>..........................] - ETA: 10:14 - loss: 991.3125 - logits_profile_predictions_loss: 972.2576 - logcount_predictions_loss: 0.7502 359/2370 [===>..........................] - ETA: 10:14 - loss: 991.3160 - logits_profile_predictions_loss: 972.2622 - logcount_predictions_loss: 0.7501 360/2370 [===>..........................] - ETA: 10:14 - loss: 991.3190 - logits_profile_predictions_loss: 972.2662 - logcount_predictions_loss: 0.7501 361/2370 [===>..........................] - ETA: 10:13 - loss: 991.3222 - logits_profile_predictions_loss: 972.2704 - logcount_predictions_loss: 0.7501 362/2370 [===>..........................] - ETA: 10:13 - loss: 991.3245 - logits_profile_predictions_loss: 972.2737 - logcount_predictions_loss: 0.7500 363/2370 [===>..........................] - ETA: 10:13 - loss: 991.3276 - logits_profile_predictions_loss: 972.2779 - logcount_predictions_loss: 0.7500 364/2370 [===>..........................] - ETA: 10:13 - loss: 991.3310 - logits_profile_predictions_loss: 972.2822 - logcount_predictions_loss: 0.7499 365/2370 [===>..........................] - ETA: 10:12 - loss: 991.3337 - logits_profile_predictions_loss: 972.2859 - logcount_predictions_loss: 0.7499 366/2370 [===>..........................] - ETA: 10:12 - loss: 991.3367 - logits_profile_predictions_loss: 972.2898 - logcount_predictions_loss: 0.7499 367/2370 [===>..........................] - ETA: 10:12 - loss: 991.3378 - logits_profile_predictions_loss: 972.2918 - logcount_predictions_loss: 0.7498 368/2370 [===>..........................] - ETA: 10:11 - loss: 991.3382 - logits_profile_predictions_loss: 972.2930 - logcount_predictions_loss: 0.7498 369/2370 [===>..........................] - ETA: 10:11 - loss: 991.3390 - logits_profile_predictions_loss: 972.2946 - logcount_predictions_loss: 0.7498 370/2370 [===>..........................] - ETA: 10:11 - loss: 991.3396 - logits_profile_predictions_loss: 972.2960 - logcount_predictions_loss: 0.7497 371/2370 [===>..........................] - ETA: 10:10 - loss: 991.3407 - logits_profile_predictions_loss: 972.2979 - logcount_predictions_loss: 0.7497 372/2370 [===>..........................] - ETA: 10:10 - loss: 991.3421 - logits_profile_predictions_loss: 972.3001 - logcount_predictions_loss: 0.7497 373/2370 [===>..........................] - ETA: 10:10 - loss: 991.3429 - logits_profile_predictions_loss: 972.3016 - logcount_predictions_loss: 0.7497 374/2370 [===>..........................] - ETA: 10:10 - loss: 991.3434 - logits_profile_predictions_loss: 972.3029 - logcount_predictions_loss: 0.7496 375/2370 [===>..........................] - ETA: 10:09 - loss: 991.3438 - logits_profile_predictions_loss: 972.3040 - logcount_predictions_loss: 0.7496 376/2370 [===>..........................] - ETA: 10:09 - loss: 991.3435 - logits_profile_predictions_loss: 972.3044 - logcount_predictions_loss: 0.7496 377/2370 [===>..........................] - ETA: 10:09 - loss: 991.3434 - logits_profile_predictions_loss: 972.3051 - logcount_predictions_loss: 0.7495 378/2370 [===>..........................] - ETA: 10:08 - loss: 991.3421 - logits_profile_predictions_loss: 972.3045 - logcount_predictions_loss: 0.7495 379/2370 [===>..........................] - ETA: 10:08 - loss: 991.3403 - logits_profile_predictions_loss: 972.3034 - logcount_predictions_loss: 0.7495 380/2370 [===>..........................] - ETA: 10:08 - loss: 991.3387 - logits_profile_predictions_loss: 972.3025 - logcount_predictions_loss: 0.7495 381/2370 [===>..........................] - ETA: 10:07 - loss: 991.3363 - logits_profile_predictions_loss: 972.3008 - logcount_predictions_loss: 0.7494 382/2370 [===>..........................] - ETA: 10:07 - loss: 991.3330 - logits_profile_predictions_loss: 972.2982 - logcount_predictions_loss: 0.7494 383/2370 [===>..........................] - ETA: 10:07 - loss: 991.3289 - logits_profile_predictions_loss: 972.2948 - logcount_predictions_loss: 0.7494 384/2370 [===>..........................] - ETA: 10:06 - loss: 991.3233 - logits_profile_predictions_loss: 972.2898 - logcount_predictions_loss: 0.7493 385/2370 [===>..........................] - ETA: 10:06 - loss: 991.3168 - logits_profile_predictions_loss: 972.2841 - logcount_predictions_loss: 0.7493 386/2370 [===>..........................] - ETA: 10:06 - loss: 991.3094 - logits_profile_predictions_loss: 972.2774 - logcount_predictions_loss: 0.7493 387/2370 [===>..........................] - ETA: 10:06 - loss: 991.3020 - logits_profile_predictions_loss: 972.2706 - logcount_predictions_loss: 0.7493 388/2370 [===>..........................] - ETA: 10:05 - loss: 991.2951 - logits_profile_predictions_loss: 972.2645 - logcount_predictions_loss: 0.7492 389/2370 [===>..........................] - ETA: 10:05 - loss: 991.2878 - logits_profile_predictions_loss: 972.2578 - logcount_predictions_loss: 0.7492 390/2370 [===>..........................] - ETA: 10:05 - loss: 991.2815 - logits_profile_predictions_loss: 972.2522 - logcount_predictions_loss: 0.7492 391/2370 [===>..........................] - ETA: 10:04 - loss: 991.2739 - logits_profile_predictions_loss: 972.2454 - logcount_predictions_loss: 0.7492 392/2370 [===>..........................] - ETA: 10:04 - loss: 991.2658 - logits_profile_predictions_loss: 972.2381 - logcount_predictions_loss: 0.7491 393/2370 [===>..........................] - ETA: 10:04 - loss: 991.2574 - logits_profile_predictions_loss: 972.2303 - logcount_predictions_loss: 0.7491 394/2370 [===>..........................] - ETA: 10:03 - loss: 991.2494 - logits_profile_predictions_loss: 972.2232 - logcount_predictions_loss: 0.7491 395/2370 [====>.........................] - ETA: 10:03 - loss: 991.2423 - logits_profile_predictions_loss: 972.2168 - logcount_predictions_loss: 0.7490 396/2370 [====>.........................] - ETA: 10:03 - loss: 991.2345 - logits_profile_predictions_loss: 972.2098 - logcount_predictions_loss: 0.7490 397/2370 [====>.........................] - ETA: 10:03 - loss: 991.2266 - logits_profile_predictions_loss: 972.2026 - logcount_predictions_loss: 0.7490 398/2370 [====>.........................] - ETA: 10:02 - loss: 991.2177 - logits_profile_predictions_loss: 972.1945 - logcount_predictions_loss: 0.7489 399/2370 [====>.........................] - ETA: 10:02 - loss: 991.2080 - logits_profile_predictions_loss: 972.1854 - logcount_predictions_loss: 0.7489 400/2370 [====>.........................] - ETA: 10:02 - loss: 991.1982 - logits_profile_predictions_loss: 972.1762 - logcount_predictions_loss: 0.7489 401/2370 [====>.........................] - ETA: 10:01 - loss: 991.1886 - logits_profile_predictions_loss: 972.1672 - logcount_predictions_loss: 0.7489 402/2370 [====>.........................] - ETA: 10:01 - loss: 991.1792 - logits_profile_predictions_loss: 972.1584 - logcount_predictions_loss: 0.7488 403/2370 [====>.........................] - ETA: 10:01 - loss: 991.1708 - logits_profile_predictions_loss: 972.1505 - logcount_predictions_loss: 0.7488 404/2370 [====>.........................] - ETA: 10:00 - loss: 991.1609 - logits_profile_predictions_loss: 972.1411 - logcount_predictions_loss: 0.7488 405/2370 [====>.........................] - ETA: 10:00 - loss: 991.1518 - logits_profile_predictions_loss: 972.1326 - logcount_predictions_loss: 0.7488 406/2370 [====>.........................] - ETA: 10:00 - loss: 991.1427 - logits_profile_predictions_loss: 972.1239 - logcount_predictions_loss: 0.7488 407/2370 [====>.........................] - ETA: 10:00 - loss: 991.1341 - logits_profile_predictions_loss: 972.1158 - logcount_predictions_loss: 0.7487 408/2370 [====>.........................] - ETA: 9:59 - loss: 991.1272 - logits_profile_predictions_loss: 972.1093 - logcount_predictions_loss: 0.7487  409/2370 [====>.........................] - ETA: 9:59 - loss: 991.1198 - logits_profile_predictions_loss: 972.1024 - logcount_predictions_loss: 0.7487 410/2370 [====>.........................] - ETA: 9:59 - loss: 991.1122 - logits_profile_predictions_loss: 972.0952 - logcount_predictions_loss: 0.7487 411/2370 [====>.........................] - ETA: 9:58 - loss: 991.1061 - logits_profile_predictions_loss: 972.0896 - logcount_predictions_loss: 0.7487 412/2370 [====>.........................] - ETA: 9:58 - loss: 991.0990 - logits_profile_predictions_loss: 972.0829 - logcount_predictions_loss: 0.7487 413/2370 [====>.........................] - ETA: 9:58 - loss: 991.0910 - logits_profile_predictions_loss: 972.0753 - logcount_predictions_loss: 0.7486 414/2370 [====>.........................] - ETA: 9:57 - loss: 991.0837 - logits_profile_predictions_loss: 972.0685 - logcount_predictions_loss: 0.7486 415/2370 [====>.........................] - ETA: 9:57 - loss: 991.0771 - logits_profile_predictions_loss: 972.0624 - logcount_predictions_loss: 0.7486 416/2370 [====>.........................] - ETA: 9:57 - loss: 991.0712 - logits_profile_predictions_loss: 972.0570 - logcount_predictions_loss: 0.7486 417/2370 [====>.........................] - ETA: 9:57 - loss: 991.0651 - logits_profile_predictions_loss: 972.0513 - logcount_predictions_loss: 0.7486 418/2370 [====>.........................] - ETA: 9:56 - loss: 991.0578 - logits_profile_predictions_loss: 972.0445 - logcount_predictions_loss: 0.7486 419/2370 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[============================>.] - ETA: 12s - loss: 987.2069 - logits_profile_predictions_loss: 968.2769 - logcount_predictions_loss: 0.7453 2331/2370 [============================>.] - ETA: 11s - loss: 987.2057 - logits_profile_predictions_loss: 968.2758 - logcount_predictions_loss: 0.7453 2332/2370 [============================>.] - ETA: 11s - loss: 987.2045 - logits_profile_predictions_loss: 968.2748 - logcount_predictions_loss: 0.7453 2333/2370 [============================>.] - ETA: 11s - loss: 987.2033 - logits_profile_predictions_loss: 968.2737 - logcount_predictions_loss: 0.7453 2334/2370 [============================>.] - ETA: 11s - loss: 987.2020 - logits_profile_predictions_loss: 968.2726 - logcount_predictions_loss: 0.7453 2335/2370 [============================>.] - ETA: 10s - loss: 987.2008 - logits_profile_predictions_loss: 968.2715 - logcount_predictions_loss: 0.7452 2336/2370 [============================>.] - ETA: 10s - loss: 987.1995 - 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[============================>.] - ETA: 8s - loss: 987.1908 - logits_profile_predictions_loss: 968.2626 - logcount_predictions_loss: 0.7452 2344/2370 [============================>.] - ETA: 7s - loss: 987.1896 - logits_profile_predictions_loss: 968.2615 - logcount_predictions_loss: 0.7452 2345/2370 [============================>.] - ETA: 7s - loss: 987.1885 - logits_profile_predictions_loss: 968.2605 - logcount_predictions_loss: 0.7452 2346/2370 [============================>.] - ETA: 7s - loss: 987.1873 - logits_profile_predictions_loss: 968.2595 - logcount_predictions_loss: 0.7452 2347/2370 [============================>.] - ETA: 7s - loss: 987.1862 - logits_profile_predictions_loss: 968.2584 - logcount_predictions_loss: 0.7452 2348/2370 [============================>.] - ETA: 6s - loss: 987.1850 - logits_profile_predictions_loss: 968.2574 - logcount_predictions_loss: 0.7452 2349/2370 [============================>.] - ETA: 6s - loss: 987.1839 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 968.2374 - logcount_predictions_loss: 0.7451 2370/2370 [==============================] - ETA: 0s - loss: 987.1614 - logits_profile_predictions_loss: 968.2366 - logcount_predictions_loss: 0.7451 2370/2370 [==============================] - 765s 323ms/step - loss: 987.1604 - logits_profile_predictions_loss: 968.2357 - logcount_predictions_loss: 0.7451 - val_loss: 1197.2046 - val_logits_profile_predictions_loss: 1180.0618 - val_logcount_predictions_loss: 0.6749 Epoch 00003: val_loss improved from 1201.70715 to 1197.20459, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 4/50 1/2370 [..............................] - ETA: 12:25 - loss: 1034.7778 - logits_profile_predictions_loss: 1018.1653 - logcount_predictions_loss: 0.6540 2/2370 [..............................] - ETA: 11:58 - loss: 1034.2040 - logits_profile_predictions_loss: 1019.0908 - 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16/2370 [..............................] - ETA: 11:56 - loss: 999.3805 - logits_profile_predictions_loss: 982.9327 - logcount_predictions_loss: 0.6475 17/2370 [..............................] - ETA: 11:55 - loss: 999.0059 - logits_profile_predictions_loss: 982.5473 - logcount_predictions_loss: 0.6480 18/2370 [..............................] - ETA: 11:55 - loss: 998.4499 - logits_profile_predictions_loss: 981.9691 - logcount_predictions_loss: 0.6489 19/2370 [..............................] - ETA: 11:55 - loss: 997.4263 - logits_profile_predictions_loss: 980.9361 - logcount_predictions_loss: 0.6492 20/2370 [..............................] - ETA: 11:54 - loss: 996.6382 - logits_profile_predictions_loss: 980.1259 - logcount_predictions_loss: 0.6501 21/2370 [..............................] - ETA: 11:54 - loss: 995.6560 - logits_profile_predictions_loss: 979.1299 - logcount_predictions_loss: 0.6506 22/2370 [..............................] - ETA: 11:54 - loss: 994.7915 - 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[..............................] - ETA: 11:52 - loss: 992.3106 - logits_profile_predictions_loss: 975.5757 - logcount_predictions_loss: 0.6589 30/2370 [..............................] - ETA: 11:52 - loss: 991.9662 - logits_profile_predictions_loss: 975.2142 - logcount_predictions_loss: 0.6595 31/2370 [..............................] - ETA: 11:51 - loss: 991.6864 - logits_profile_predictions_loss: 974.9170 - logcount_predictions_loss: 0.6602 32/2370 [..............................] - ETA: 11:51 - loss: 991.3450 - logits_profile_predictions_loss: 974.5490 - logcount_predictions_loss: 0.6613 33/2370 [..............................] - ETA: 11:51 - loss: 990.9132 - logits_profile_predictions_loss: 974.0930 - logcount_predictions_loss: 0.6622 34/2370 [..............................] - ETA: 11:50 - loss: 990.2861 - logits_profile_predictions_loss: 973.4458 - logcount_predictions_loss: 0.6630 35/2370 [..............................] - ETA: 11:50 - loss: 989.7098 - 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[..............................] - ETA: 11:48 - loss: 987.1456 - logits_profile_predictions_loss: 970.1793 - logcount_predictions_loss: 0.6680 43/2370 [..............................] - ETA: 11:48 - loss: 987.0524 - logits_profile_predictions_loss: 970.0765 - logcount_predictions_loss: 0.6683 44/2370 [..............................] - ETA: 11:47 - loss: 987.0367 - logits_profile_predictions_loss: 970.0510 - logcount_predictions_loss: 0.6687 45/2370 [..............................] - ETA: 11:47 - loss: 986.9587 - logits_profile_predictions_loss: 969.9643 - logcount_predictions_loss: 0.6691 46/2370 [..............................] - ETA: 11:47 - loss: 986.9432 - logits_profile_predictions_loss: 969.9379 - logcount_predictions_loss: 0.6695 47/2370 [..............................] - ETA: 11:47 - loss: 986.9325 - logits_profile_predictions_loss: 969.9153 - logcount_predictions_loss: 0.6700 48/2370 [..............................] - ETA: 11:46 - loss: 986.9745 - 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logits_profile_predictions_loss: 957.2805 - logcount_predictions_loss: 0.6883 335/2370 [===>..........................] - ETA: 10:21 - loss: 974.7560 - logits_profile_predictions_loss: 957.2730 - logcount_predictions_loss: 0.6883 336/2370 [===>..........................] - ETA: 10:21 - loss: 974.7502 - logits_profile_predictions_loss: 957.2670 - logcount_predictions_loss: 0.6883 337/2370 [===>..........................] - ETA: 10:20 - loss: 974.7439 - logits_profile_predictions_loss: 957.2605 - logcount_predictions_loss: 0.6883 338/2370 [===>..........................] - ETA: 10:20 - loss: 974.7390 - logits_profile_predictions_loss: 957.2555 - logcount_predictions_loss: 0.6883 339/2370 [===>..........................] - ETA: 10:20 - loss: 974.7336 - logits_profile_predictions_loss: 957.2499 - logcount_predictions_loss: 0.6883 340/2370 [===>..........................] - ETA: 10:19 - loss: 974.7288 - logits_profile_predictions_loss: 957.2449 - logcount_predictions_loss: 0.6883 341/2370 [===>..........................] - ETA: 10:19 - loss: 974.7239 - logits_profile_predictions_loss: 957.2400 - logcount_predictions_loss: 0.6883 342/2370 [===>..........................] - ETA: 10:19 - loss: 974.7176 - logits_profile_predictions_loss: 957.2337 - logcount_predictions_loss: 0.6883 343/2370 [===>..........................] - ETA: 10:19 - loss: 974.7098 - logits_profile_predictions_loss: 957.2259 - logcount_predictions_loss: 0.6883 344/2370 [===>..........................] - ETA: 10:18 - loss: 974.7022 - logits_profile_predictions_loss: 957.2182 - logcount_predictions_loss: 0.6883 345/2370 [===>..........................] - ETA: 10:18 - loss: 974.6957 - logits_profile_predictions_loss: 957.2117 - logcount_predictions_loss: 0.6883 346/2370 [===>..........................] - ETA: 10:18 - loss: 974.6877 - logits_profile_predictions_loss: 957.2037 - logcount_predictions_loss: 0.6883 347/2370 [===>..........................] - ETA: 10:17 - loss: 974.6799 - logits_profile_predictions_loss: 957.1960 - logcount_predictions_loss: 0.6883 348/2370 [===>..........................] - ETA: 10:17 - loss: 974.6704 - logits_profile_predictions_loss: 957.1866 - logcount_predictions_loss: 0.6883 349/2370 [===>..........................] - ETA: 10:17 - loss: 974.6616 - logits_profile_predictions_loss: 957.1778 - logcount_predictions_loss: 0.6883 350/2370 [===>..........................] - ETA: 10:16 - loss: 974.6539 - logits_profile_predictions_loss: 957.1702 - logcount_predictions_loss: 0.6883 351/2370 [===>..........................] - ETA: 10:16 - loss: 974.6470 - logits_profile_predictions_loss: 957.1633 - logcount_predictions_loss: 0.6883 352/2370 [===>..........................] - ETA: 10:16 - loss: 974.6400 - logits_profile_predictions_loss: 957.1563 - logcount_predictions_loss: 0.6883 353/2370 [===>..........................] - ETA: 10:16 - loss: 974.6330 - logits_profile_predictions_loss: 957.1493 - logcount_predictions_loss: 0.6883 354/2370 [===>..........................] - ETA: 10:15 - loss: 974.6257 - logits_profile_predictions_loss: 957.1419 - logcount_predictions_loss: 0.6883 355/2370 [===>..........................] - ETA: 10:15 - loss: 974.6207 - logits_profile_predictions_loss: 957.1370 - logcount_predictions_loss: 0.6883 356/2370 [===>..........................] - ETA: 10:15 - loss: 974.6152 - logits_profile_predictions_loss: 957.1315 - logcount_predictions_loss: 0.6883 357/2370 [===>..........................] - ETA: 10:14 - loss: 974.6093 - logits_profile_predictions_loss: 957.1257 - logcount_predictions_loss: 0.6883 358/2370 [===>..........................] - ETA: 10:14 - loss: 974.6044 - logits_profile_predictions_loss: 957.1209 - logcount_predictions_loss: 0.6883 359/2370 [===>..........................] - ETA: 10:14 - loss: 974.6008 - logits_profile_predictions_loss: 957.1173 - logcount_predictions_loss: 0.6883 360/2370 [===>..........................] - ETA: 10:13 - loss: 974.5974 - logits_profile_predictions_loss: 957.1140 - logcount_predictions_loss: 0.6883 361/2370 [===>..........................] - ETA: 10:13 - loss: 974.5945 - logits_profile_predictions_loss: 957.1112 - logcount_predictions_loss: 0.6883 362/2370 [===>..........................] - ETA: 10:13 - loss: 974.5903 - logits_profile_predictions_loss: 957.1071 - logcount_predictions_loss: 0.6883 363/2370 [===>..........................] - ETA: 10:13 - loss: 974.5876 - logits_profile_predictions_loss: 957.1044 - logcount_predictions_loss: 0.6883 364/2370 [===>..........................] - ETA: 10:12 - loss: 974.5839 - logits_profile_predictions_loss: 957.1009 - logcount_predictions_loss: 0.6883 365/2370 [===>..........................] - ETA: 10:12 - loss: 974.5806 - logits_profile_predictions_loss: 957.0977 - logcount_predictions_loss: 0.6883 366/2370 [===>..........................] - ETA: 10:12 - loss: 974.5770 - logits_profile_predictions_loss: 957.0943 - logcount_predictions_loss: 0.6883 367/2370 [===>..........................] - ETA: 10:11 - loss: 974.5735 - logits_profile_predictions_loss: 957.0909 - logcount_predictions_loss: 0.6883 368/2370 [===>..........................] - ETA: 10:11 - loss: 974.5717 - logits_profile_predictions_loss: 957.0891 - logcount_predictions_loss: 0.6883 369/2370 [===>..........................] - ETA: 10:11 - loss: 974.5690 - logits_profile_predictions_loss: 957.0866 - logcount_predictions_loss: 0.6883 370/2370 [===>..........................] - ETA: 10:10 - loss: 974.5662 - logits_profile_predictions_loss: 957.0838 - logcount_predictions_loss: 0.6883 371/2370 [===>..........................] - ETA: 10:10 - loss: 974.5642 - logits_profile_predictions_loss: 957.0820 - logcount_predictions_loss: 0.6883 372/2370 [===>..........................] - ETA: 10:10 - loss: 974.5613 - logits_profile_predictions_loss: 957.0792 - logcount_predictions_loss: 0.6883 373/2370 [===>..........................] - ETA: 10:10 - loss: 974.5598 - logits_profile_predictions_loss: 957.0778 - logcount_predictions_loss: 0.6883 374/2370 [===>..........................] - ETA: 10:09 - loss: 974.5566 - logits_profile_predictions_loss: 957.0747 - logcount_predictions_loss: 0.6883 375/2370 [===>..........................] - ETA: 10:09 - loss: 974.5531 - logits_profile_predictions_loss: 957.0714 - logcount_predictions_loss: 0.6883 376/2370 [===>..........................] - ETA: 10:09 - loss: 974.5495 - logits_profile_predictions_loss: 957.0679 - logcount_predictions_loss: 0.6882 377/2370 [===>..........................] - ETA: 10:08 - loss: 974.5458 - logits_profile_predictions_loss: 957.0644 - logcount_predictions_loss: 0.6882 378/2370 [===>..........................] - ETA: 10:08 - loss: 974.5439 - logits_profile_predictions_loss: 957.0626 - logcount_predictions_loss: 0.6882 379/2370 [===>..........................] - ETA: 10:08 - loss: 974.5409 - logits_profile_predictions_loss: 957.0596 - logcount_predictions_loss: 0.6882 380/2370 [===>..........................] - ETA: 10:07 - loss: 974.5379 - logits_profile_predictions_loss: 957.0567 - logcount_predictions_loss: 0.6882 381/2370 [===>..........................] - ETA: 10:07 - loss: 974.5357 - logits_profile_predictions_loss: 957.0547 - logcount_predictions_loss: 0.6882 382/2370 [===>..........................] - ETA: 10:07 - loss: 974.5336 - logits_profile_predictions_loss: 957.0526 - logcount_predictions_loss: 0.6882 383/2370 [===>..........................] - ETA: 10:06 - loss: 974.5310 - logits_profile_predictions_loss: 957.0500 - logcount_predictions_loss: 0.6882 384/2370 [===>..........................] - ETA: 10:06 - loss: 974.5288 - logits_profile_predictions_loss: 957.0479 - logcount_predictions_loss: 0.6882 385/2370 [===>..........................] - ETA: 10:06 - loss: 974.5260 - logits_profile_predictions_loss: 957.0451 - logcount_predictions_loss: 0.6882 386/2370 [===>..........................] - ETA: 10:06 - loss: 974.5231 - logits_profile_predictions_loss: 957.0423 - logcount_predictions_loss: 0.6882 387/2370 [===>..........................] - ETA: 10:05 - loss: 974.5205 - logits_profile_predictions_loss: 957.0398 - logcount_predictions_loss: 0.6882 388/2370 [===>..........................] - ETA: 10:05 - loss: 974.5177 - logits_profile_predictions_loss: 957.0370 - logcount_predictions_loss: 0.6882 389/2370 [===>..........................] - ETA: 10:05 - loss: 974.5146 - logits_profile_predictions_loss: 957.0341 - logcount_predictions_loss: 0.6882 390/2370 [===>..........................] - ETA: 10:04 - loss: 974.5118 - logits_profile_predictions_loss: 957.0313 - logcount_predictions_loss: 0.6882 391/2370 [===>..........................] - ETA: 10:04 - loss: 974.5095 - logits_profile_predictions_loss: 957.0292 - logcount_predictions_loss: 0.6882 392/2370 [===>..........................] - ETA: 10:04 - loss: 974.5083 - logits_profile_predictions_loss: 957.0280 - logcount_predictions_loss: 0.6882 393/2370 [===>..........................] - ETA: 10:03 - loss: 974.5063 - logits_profile_predictions_loss: 957.0260 - logcount_predictions_loss: 0.6882 394/2370 [===>..........................] - ETA: 10:03 - loss: 974.5042 - logits_profile_predictions_loss: 957.0239 - logcount_predictions_loss: 0.6882 395/2370 [====>.........................] - ETA: 10:03 - loss: 974.5029 - logits_profile_predictions_loss: 957.0227 - logcount_predictions_loss: 0.6882 396/2370 [====>.........................] - ETA: 10:03 - loss: 974.5024 - logits_profile_predictions_loss: 957.0222 - logcount_predictions_loss: 0.6882 397/2370 [====>.........................] - ETA: 10:02 - loss: 974.5019 - logits_profile_predictions_loss: 957.0218 - logcount_predictions_loss: 0.6882 398/2370 [====>.........................] - ETA: 10:02 - loss: 974.5025 - logits_profile_predictions_loss: 957.0224 - logcount_predictions_loss: 0.6882 399/2370 [====>.........................] - ETA: 10:02 - loss: 974.5017 - logits_profile_predictions_loss: 957.0217 - logcount_predictions_loss: 0.6882 400/2370 [====>.........................] - ETA: 10:01 - loss: 974.4996 - logits_profile_predictions_loss: 957.0195 - logcount_predictions_loss: 0.6882 401/2370 [====>.........................] - ETA: 10:01 - loss: 974.4961 - logits_profile_predictions_loss: 957.0161 - logcount_predictions_loss: 0.6882 402/2370 [====>.........................] - ETA: 10:01 - loss: 974.4941 - logits_profile_predictions_loss: 957.0141 - logcount_predictions_loss: 0.6882 403/2370 [====>.........................] - ETA: 10:00 - loss: 974.4913 - logits_profile_predictions_loss: 957.0114 - logcount_predictions_loss: 0.6882 404/2370 [====>.........................] - ETA: 10:00 - loss: 974.4886 - logits_profile_predictions_loss: 957.0086 - logcount_predictions_loss: 0.6882 405/2370 [====>.........................] - ETA: 10:00 - loss: 974.4872 - logits_profile_predictions_loss: 957.0072 - logcount_predictions_loss: 0.6882 406/2370 [====>.........................] - ETA: 10:00 - loss: 974.4854 - logits_profile_predictions_loss: 957.0054 - logcount_predictions_loss: 0.6882 407/2370 [====>.........................] - ETA: 9:59 - loss: 974.4832 - logits_profile_predictions_loss: 957.0032 - logcount_predictions_loss: 0.6882  408/2370 [====>.........................] - ETA: 9:59 - loss: 974.4810 - logits_profile_predictions_loss: 957.0011 - logcount_predictions_loss: 0.6882 409/2370 [====>.........................] - ETA: 9:59 - loss: 974.4776 - logits_profile_predictions_loss: 956.9978 - logcount_predictions_loss: 0.6882 410/2370 [====>.........................] - ETA: 9:58 - loss: 974.4733 - logits_profile_predictions_loss: 956.9936 - logcount_predictions_loss: 0.6882 411/2370 [====>.........................] - ETA: 9:58 - loss: 974.4686 - logits_profile_predictions_loss: 956.9890 - logcount_predictions_loss: 0.6882 412/2370 [====>.........................] - ETA: 9:58 - loss: 974.4639 - logits_profile_predictions_loss: 956.9844 - logcount_predictions_loss: 0.6882 413/2370 [====>.........................] - ETA: 9:57 - loss: 974.4594 - logits_profile_predictions_loss: 956.9799 - logcount_predictions_loss: 0.6882 414/2370 [====>.........................] - ETA: 9:57 - loss: 974.4555 - logits_profile_predictions_loss: 956.9761 - logcount_predictions_loss: 0.6882 415/2370 [====>.........................] - ETA: 9:57 - loss: 974.4521 - logits_profile_predictions_loss: 956.9727 - logcount_predictions_loss: 0.6882 416/2370 [====>.........................] - ETA: 9:57 - loss: 974.4483 - logits_profile_predictions_loss: 956.9690 - logcount_predictions_loss: 0.6882 417/2370 [====>.........................] - ETA: 9:56 - loss: 974.4444 - logits_profile_predictions_loss: 956.9652 - logcount_predictions_loss: 0.6882 418/2370 [====>.........................] - ETA: 9:56 - loss: 974.4400 - logits_profile_predictions_loss: 956.9608 - logcount_predictions_loss: 0.6882 419/2370 [====>.........................] - ETA: 9:56 - loss: 974.4356 - logits_profile_predictions_loss: 956.9564 - logcount_predictions_loss: 0.6882 420/2370 [====>.........................] - ETA: 9:55 - loss: 974.4303 - logits_profile_predictions_loss: 956.9512 - logcount_predictions_loss: 0.6882 421/2370 [====>.........................] - ETA: 9:55 - loss: 974.4251 - logits_profile_predictions_loss: 956.9460 - logcount_predictions_loss: 0.6882 422/2370 [====>.........................] - ETA: 9:55 - loss: 974.4201 - logits_profile_predictions_loss: 956.9411 - logcount_predictions_loss: 0.6881 423/2370 [====>.........................] - ETA: 9:54 - loss: 974.4157 - logits_profile_predictions_loss: 956.9367 - logcount_predictions_loss: 0.6882 424/2370 [====>.........................] - ETA: 9:54 - loss: 974.4102 - logits_profile_predictions_loss: 956.9311 - logcount_predictions_loss: 0.6882 425/2370 [====>.........................] - ETA: 9:54 - loss: 974.4047 - logits_profile_predictions_loss: 956.9255 - logcount_predictions_loss: 0.6882 426/2370 [====>.........................] - ETA: 9:54 - loss: 974.3999 - logits_profile_predictions_loss: 956.9205 - logcount_predictions_loss: 0.6882 427/2370 [====>.........................] - ETA: 9:53 - loss: 974.3956 - logits_profile_predictions_loss: 956.9160 - logcount_predictions_loss: 0.6882 428/2370 [====>.........................] - ETA: 9:53 - loss: 974.3910 - logits_profile_predictions_loss: 956.9112 - logcount_predictions_loss: 0.6882 429/2370 [====>.........................] - ETA: 9:53 - loss: 974.3864 - logits_profile_predictions_loss: 956.9064 - logcount_predictions_loss: 0.6882 430/2370 [====>.........................] - ETA: 9:52 - loss: 974.3817 - logits_profile_predictions_loss: 956.9015 - logcount_predictions_loss: 0.6882 431/2370 [====>.........................] - ETA: 9:52 - loss: 974.3761 - logits_profile_predictions_loss: 956.8957 - logcount_predictions_loss: 0.6882 432/2370 [====>.........................] - ETA: 9:52 - loss: 974.3709 - logits_profile_predictions_loss: 956.8902 - logcount_predictions_loss: 0.6882 433/2370 [====>.........................] - ETA: 9:51 - loss: 974.3669 - logits_profile_predictions_loss: 956.8860 - logcount_predictions_loss: 0.6882 434/2370 [====>.........................] - ETA: 9:51 - loss: 974.3619 - logits_profile_predictions_loss: 956.8808 - logcount_predictions_loss: 0.6882 435/2370 [====>.........................] - ETA: 9:51 - loss: 974.3565 - logits_profile_predictions_loss: 956.8752 - logcount_predictions_loss: 0.6882 436/2370 [====>.........................] - ETA: 9:50 - loss: 974.3514 - logits_profile_predictions_loss: 956.8698 - logcount_predictions_loss: 0.6883 437/2370 [====>.........................] - ETA: 9:50 - loss: 974.3471 - logits_profile_predictions_loss: 956.8653 - logcount_predictions_loss: 0.6883 438/2370 [====>.........................] - ETA: 9:50 - loss: 974.3431 - logits_profile_predictions_loss: 956.8610 - logcount_predictions_loss: 0.6883 439/2370 [====>.........................] - ETA: 9:50 - loss: 974.3387 - logits_profile_predictions_loss: 956.8564 - logcount_predictions_loss: 0.6883 440/2370 [====>.........................] - ETA: 9:49 - loss: 974.3337 - logits_profile_predictions_loss: 956.8511 - logcount_predictions_loss: 0.6883 441/2370 [====>.........................] - ETA: 9:49 - loss: 974.3297 - logits_profile_predictions_loss: 956.8468 - logcount_predictions_loss: 0.6883 442/2370 [====>.........................] - ETA: 9:49 - loss: 974.3249 - logits_profile_predictions_loss: 956.8417 - logcount_predictions_loss: 0.6883 443/2370 [====>.........................] - ETA: 9:48 - loss: 974.3194 - logits_profile_predictions_loss: 956.8359 - logcount_predictions_loss: 0.6883 444/2370 [====>.........................] - ETA: 9:48 - loss: 974.3139 - logits_profile_predictions_loss: 956.8302 - logcount_predictions_loss: 0.6883 445/2370 [====>.........................] - ETA: 9:48 - loss: 974.3102 - logits_profile_predictions_loss: 956.8261 - logcount_predictions_loss: 0.6884 446/2370 [====>.........................] - ETA: 9:47 - loss: 974.3065 - logits_profile_predictions_loss: 956.8221 - logcount_predictions_loss: 0.6884 447/2370 [====>.........................] - ETA: 9:47 - loss: 974.3038 - logits_profile_predictions_loss: 956.8190 - logcount_predictions_loss: 0.6884 448/2370 [====>.........................] - ETA: 9:47 - loss: 974.3020 - logits_profile_predictions_loss: 956.8170 - logcount_predictions_loss: 0.6884 449/2370 [====>.........................] - ETA: 9:47 - loss: 974.3004 - logits_profile_predictions_loss: 956.8150 - logcount_predictions_loss: 0.6884 450/2370 [====>.........................] - ETA: 9:46 - loss: 974.2990 - logits_profile_predictions_loss: 956.8133 - logcount_predictions_loss: 0.6884 451/2370 [====>.........................] - ETA: 9:46 - loss: 974.2980 - 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[============================>.] - ETA: 12s - loss: 970.9767 - logits_profile_predictions_loss: 953.5196 - logcount_predictions_loss: 0.6873 2331/2370 [============================>.] - ETA: 11s - loss: 970.9760 - logits_profile_predictions_loss: 953.5190 - logcount_predictions_loss: 0.6873 2332/2370 [============================>.] - ETA: 11s - loss: 970.9753 - logits_profile_predictions_loss: 953.5184 - logcount_predictions_loss: 0.6873 2333/2370 [============================>.] - ETA: 11s - loss: 970.9746 - logits_profile_predictions_loss: 953.5177 - logcount_predictions_loss: 0.6873 2334/2370 [============================>.] - ETA: 11s - loss: 970.9739 - logits_profile_predictions_loss: 953.5171 - logcount_predictions_loss: 0.6873 2335/2370 [============================>.] - ETA: 10s - loss: 970.9732 - logits_profile_predictions_loss: 953.5164 - logcount_predictions_loss: 0.6873 2336/2370 [============================>.] - ETA: 10s - loss: 970.9725 - 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[============================>.] - ETA: 8s - loss: 970.9678 - logits_profile_predictions_loss: 953.5115 - logcount_predictions_loss: 0.6873 2344/2370 [============================>.] - ETA: 7s - loss: 970.9671 - logits_profile_predictions_loss: 953.5109 - logcount_predictions_loss: 0.6873 2345/2370 [============================>.] - ETA: 7s - loss: 970.9664 - logits_profile_predictions_loss: 953.5103 - logcount_predictions_loss: 0.6873 2346/2370 [============================>.] - ETA: 7s - loss: 970.9658 - logits_profile_predictions_loss: 953.5097 - logcount_predictions_loss: 0.6873 2347/2370 [============================>.] - ETA: 7s - loss: 970.9651 - logits_profile_predictions_loss: 953.5091 - logcount_predictions_loss: 0.6873 2348/2370 [============================>.] - ETA: 6s - loss: 970.9645 - logits_profile_predictions_loss: 953.5086 - logcount_predictions_loss: 0.6872 2349/2370 [============================>.] - ETA: 6s - loss: 970.9639 - logits_profile_predictions_loss: 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2363/2370 [============================>.] - ETA: 2s - loss: 970.9546 - logits_profile_predictions_loss: 953.4996 - logcount_predictions_loss: 0.6872 2364/2370 [============================>.] - ETA: 1s - loss: 970.9539 - logits_profile_predictions_loss: 953.4989 - logcount_predictions_loss: 0.6872 2365/2370 [============================>.] - ETA: 1s - loss: 970.9531 - logits_profile_predictions_loss: 953.4982 - logcount_predictions_loss: 0.6872 2366/2370 [============================>.] - ETA: 1s - loss: 970.9524 - logits_profile_predictions_loss: 953.4976 - logcount_predictions_loss: 0.6872 2367/2370 [============================>.] - ETA: 0s - loss: 970.9517 - logits_profile_predictions_loss: 953.4969 - logcount_predictions_loss: 0.6872 2368/2370 [============================>.] - ETA: 0s - loss: 970.9509 - logits_profile_predictions_loss: 953.4962 - logcount_predictions_loss: 0.6872 2369/2370 [============================>.] - ETA: 0s - loss: 970.9501 - logits_profile_predictions_loss: 953.4954 - logcount_predictions_loss: 0.6872 2370/2370 [==============================] - ETA: 0s - loss: 970.9493 - logits_profile_predictions_loss: 953.4947 - logcount_predictions_loss: 0.6872 2370/2370 [==============================] - 765s 323ms/step - loss: 970.9485 - logits_profile_predictions_loss: 953.4940 - logcount_predictions_loss: 0.6872 - val_loss: 1192.1559 - val_logits_profile_predictions_loss: 1176.0839 - val_logcount_predictions_loss: 0.6328 Epoch 00004: val_loss improved from 1197.20459 to 1192.15588, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 5/50 1/2370 [..............................] - ETA: 12:24 - loss: 947.6756 - logits_profile_predictions_loss: 932.1477 - logcount_predictions_loss: 0.6113 2/2370 [..............................] - ETA: 11:57 - loss: 937.5647 - logits_profile_predictions_loss: 922.0567 - logcount_predictions_loss: 0.6106 3/2370 [..............................] - ETA: 11:56 - loss: 927.7837 - logits_profile_predictions_loss: 912.3273 - logcount_predictions_loss: 0.6085 4/2370 [..............................] - ETA: 11:57 - loss: 924.5755 - logits_profile_predictions_loss: 909.1776 - logcount_predictions_loss: 0.6062 5/2370 [..............................] - ETA: 11:57 - loss: 923.3126 - logits_profile_predictions_loss: 907.6427 - logcount_predictions_loss: 0.6169 6/2370 [..............................] - ETA: 11:57 - loss: 918.0465 - logits_profile_predictions_loss: 902.2261 - logcount_predictions_loss: 0.6229 7/2370 [..............................] - ETA: 11:57 - loss: 915.7310 - logits_profile_predictions_loss: 899.7490 - logcount_predictions_loss: 0.6292 8/2370 [..............................] - ETA: 11:57 - loss: 916.4431 - logits_profile_predictions_loss: 900.3882 - logcount_predictions_loss: 0.6321 9/2370 [..............................] - ETA: 11:56 - loss: 913.8838 - logits_profile_predictions_loss: 897.8738 - logcount_predictions_loss: 0.6303 10/2370 [..............................] - ETA: 11:56 - loss: 911.2662 - logits_profile_predictions_loss: 895.2951 - logcount_predictions_loss: 0.6288 11/2370 [..............................] - ETA: 11:56 - loss: 910.2760 - logits_profile_predictions_loss: 894.3935 - logcount_predictions_loss: 0.6253 12/2370 [..............................] - ETA: 11:56 - loss: 909.5724 - logits_profile_predictions_loss: 893.7563 - logcount_predictions_loss: 0.6227 13/2370 [..............................] - ETA: 11:55 - loss: 909.3139 - logits_profile_predictions_loss: 893.5770 - logcount_predictions_loss: 0.6196 14/2370 [..............................] - ETA: 11:55 - loss: 909.5749 - logits_profile_predictions_loss: 893.9265 - logcount_predictions_loss: 0.6161 15/2370 [..............................] - ETA: 11:55 - loss: 910.0805 - logits_profile_predictions_loss: 894.5002 - logcount_predictions_loss: 0.6134 16/2370 [..............................] - ETA: 11:54 - loss: 909.9016 - logits_profile_predictions_loss: 894.3652 - logcount_predictions_loss: 0.6117 17/2370 [..............................] - ETA: 11:54 - loss: 910.1862 - logits_profile_predictions_loss: 894.6830 - logcount_predictions_loss: 0.6104 18/2370 [..............................] - ETA: 11:54 - loss: 911.0957 - logits_profile_predictions_loss: 895.5981 - logcount_predictions_loss: 0.6101 19/2370 [..............................] - ETA: 11:54 - loss: 911.8342 - logits_profile_predictions_loss: 896.3398 - logcount_predictions_loss: 0.6100 20/2370 [..............................] - ETA: 11:53 - loss: 912.7984 - logits_profile_predictions_loss: 897.3061 - logcount_predictions_loss: 0.6099 21/2370 [..............................] - ETA: 11:53 - loss: 913.6802 - logits_profile_predictions_loss: 898.1799 - logcount_predictions_loss: 0.6102 22/2370 [..............................] - ETA: 11:53 - loss: 914.5473 - 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[..............................] - ETA: 11:51 - loss: 920.7468 - logits_profile_predictions_loss: 905.1895 - logcount_predictions_loss: 0.6125 30/2370 [..............................] - ETA: 11:51 - loss: 921.5627 - logits_profile_predictions_loss: 905.9965 - logcount_predictions_loss: 0.6128 31/2370 [..............................] - ETA: 11:50 - loss: 922.4303 - logits_profile_predictions_loss: 906.8530 - logcount_predictions_loss: 0.6133 32/2370 [..............................] - ETA: 11:50 - loss: 923.3421 - logits_profile_predictions_loss: 907.7533 - logcount_predictions_loss: 0.6137 33/2370 [..............................] - ETA: 11:50 - loss: 924.1127 - logits_profile_predictions_loss: 908.5085 - logcount_predictions_loss: 0.6143 34/2370 [..............................] - ETA: 11:50 - loss: 924.7728 - logits_profile_predictions_loss: 909.1561 - logcount_predictions_loss: 0.6148 35/2370 [..............................] - ETA: 11:49 - loss: 925.6234 - 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[..............................] - ETA: 11:47 - loss: 929.9297 - logits_profile_predictions_loss: 914.1770 - logcount_predictions_loss: 0.6202 43/2370 [..............................] - ETA: 11:47 - loss: 930.4329 - logits_profile_predictions_loss: 914.6634 - logcount_predictions_loss: 0.6209 44/2370 [..............................] - ETA: 11:47 - loss: 930.9336 - logits_profile_predictions_loss: 915.1466 - logcount_predictions_loss: 0.6215 45/2370 [..............................] - ETA: 11:46 - loss: 931.3760 - logits_profile_predictions_loss: 915.5737 - logcount_predictions_loss: 0.6221 46/2370 [..............................] - ETA: 11:46 - loss: 931.7703 - logits_profile_predictions_loss: 915.9569 - logcount_predictions_loss: 0.6226 47/2370 [..............................] - ETA: 11:46 - loss: 932.1186 - logits_profile_predictions_loss: 916.2946 - logcount_predictions_loss: 0.6230 48/2370 [..............................] - ETA: 11:46 - loss: 932.4713 - 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[..............................] - ETA: 11:43 - loss: 934.4184 - logits_profile_predictions_loss: 918.5280 - logcount_predictions_loss: 0.6256 56/2370 [..............................] - ETA: 11:43 - loss: 934.6077 - logits_profile_predictions_loss: 918.7112 - logcount_predictions_loss: 0.6258 57/2370 [..............................] - ETA: 11:43 - loss: 934.7821 - logits_profile_predictions_loss: 918.8795 - logcount_predictions_loss: 0.6261 58/2370 [..............................] - ETA: 11:43 - loss: 934.9537 - logits_profile_predictions_loss: 919.0436 - logcount_predictions_loss: 0.6264 59/2370 [..............................] - ETA: 11:42 - loss: 935.1174 - logits_profile_predictions_loss: 919.1990 - logcount_predictions_loss: 0.6267 60/2370 [..............................] - ETA: 11:42 - loss: 935.2843 - logits_profile_predictions_loss: 919.3586 - logcount_predictions_loss: 0.6270 61/2370 [..............................] - ETA: 11:42 - loss: 935.4430 - 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[..............................] - ETA: 11:40 - loss: 935.9695 - logits_profile_predictions_loss: 919.9769 - logcount_predictions_loss: 0.6296 69/2370 [..............................] - ETA: 11:39 - loss: 936.0149 - logits_profile_predictions_loss: 920.0158 - logcount_predictions_loss: 0.6299 70/2370 [..............................] - ETA: 11:39 - loss: 936.0584 - logits_profile_predictions_loss: 920.0542 - logcount_predictions_loss: 0.6301 71/2370 [..............................] - ETA: 11:39 - loss: 936.1304 - logits_profile_predictions_loss: 920.1211 - logcount_predictions_loss: 0.6303 72/2370 [..............................] - ETA: 11:39 - loss: 936.1825 - logits_profile_predictions_loss: 920.1691 - logcount_predictions_loss: 0.6305 73/2370 [..............................] - ETA: 11:38 - loss: 936.2432 - logits_profile_predictions_loss: 920.2255 - logcount_predictions_loss: 0.6306 74/2370 [..............................] - ETA: 11:38 - loss: 936.3049 - 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[>.............................] - ETA: 11:36 - loss: 936.7434 - logits_profile_predictions_loss: 920.6890 - logcount_predictions_loss: 0.6321 82/2370 [>.............................] - ETA: 11:36 - loss: 936.7993 - logits_profile_predictions_loss: 920.7404 - logcount_predictions_loss: 0.6322 83/2370 [>.............................] - ETA: 11:35 - loss: 936.8777 - logits_profile_predictions_loss: 920.8138 - logcount_predictions_loss: 0.6324 84/2370 [>.............................] - ETA: 11:35 - loss: 936.9698 - logits_profile_predictions_loss: 920.9000 - logcount_predictions_loss: 0.6327 85/2370 [>.............................] - ETA: 11:35 - loss: 937.0671 - logits_profile_predictions_loss: 920.9919 - logcount_predictions_loss: 0.6329 86/2370 [>.............................] - ETA: 11:34 - loss: 937.1697 - logits_profile_predictions_loss: 921.0895 - logcount_predictions_loss: 0.6331 87/2370 [>.............................] - ETA: 11:34 - loss: 937.2465 - 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[====>.........................] - ETA: 9:40 - loss: 948.2295 - logits_profile_predictions_loss: 931.7198 - logcount_predictions_loss: 0.6500 472/2370 [====>.........................] - ETA: 9:39 - loss: 948.2373 - logits_profile_predictions_loss: 931.7269 - logcount_predictions_loss: 0.6500 473/2370 [====>.........................] - ETA: 9:39 - loss: 948.2449 - logits_profile_predictions_loss: 931.7340 - logcount_predictions_loss: 0.6500 474/2370 [=====>........................] - ETA: 9:39 - loss: 948.2533 - logits_profile_predictions_loss: 931.7417 - logcount_predictions_loss: 0.6501 475/2370 [=====>........................] - ETA: 9:38 - loss: 948.2617 - logits_profile_predictions_loss: 931.7495 - logcount_predictions_loss: 0.6501 476/2370 [=====>........................] - ETA: 9:38 - loss: 948.2700 - logits_profile_predictions_loss: 931.7573 - logcount_predictions_loss: 0.6501 477/2370 [=====>........................] - ETA: 9:38 - loss: 948.2787 - 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logits_profile_predictions_loss: 936.2452 - logcount_predictions_loss: 0.6596 2370/2370 [==============================] - ETA: 0s - loss: 952.9995 - logits_profile_predictions_loss: 936.2459 - logcount_predictions_loss: 0.6596 2370/2370 [==============================] - 764s 323ms/step - loss: 953.0003 - logits_profile_predictions_loss: 936.2467 - logcount_predictions_loss: 0.6596 - val_loss: 1166.9744 - val_logits_profile_predictions_loss: 1152.0778 - val_logcount_predictions_loss: 0.5865 Epoch 00005: val_loss improved from 1192.15588 to 1166.97437, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 6/50 1/2370 [..............................] - ETA: 12:26 - loss: 1168.8057 - logits_profile_predictions_loss: 1154.1338 - logcount_predictions_loss: 0.5776 2/2370 [..............................] - ETA: 11:56 - loss: 1134.4083 - logits_profile_predictions_loss: 1118.9552 - logcount_predictions_loss: 0.6084 3/2370 [..............................] - ETA: 11:56 - loss: 1111.5929 - logits_profile_predictions_loss: 1096.2755 - logcount_predictions_loss: 0.6030 4/2370 [..............................] - ETA: 11:57 - loss: 1090.3478 - logits_profile_predictions_loss: 1074.8571 - logcount_predictions_loss: 0.6099 5/2370 [..............................] - ETA: 11:57 - loss: 1070.0095 - logits_profile_predictions_loss: 1054.3039 - logcount_predictions_loss: 0.6183 6/2370 [..............................] - ETA: 11:56 - loss: 1058.8776 - logits_profile_predictions_loss: 1042.8928 - logcount_predictions_loss: 0.6293 7/2370 [..............................] - ETA: 11:56 - loss: 1049.1596 - logits_profile_predictions_loss: 1032.9034 - logcount_predictions_loss: 0.6400 8/2370 [..............................] - ETA: 11:56 - loss: 1047.8263 - logits_profile_predictions_loss: 1031.4123 - logcount_predictions_loss: 0.6462 9/2370 [..............................] - ETA: 11:56 - loss: 1045.3624 - logits_profile_predictions_loss: 1028.8829 - logcount_predictions_loss: 0.6488 10/2370 [..............................] - ETA: 11:56 - loss: 1042.6105 - logits_profile_predictions_loss: 1026.0460 - logcount_predictions_loss: 0.6521 11/2370 [..............................] - ETA: 11:55 - loss: 1041.7629 - logits_profile_predictions_loss: 1025.1853 - logcount_predictions_loss: 0.6527 12/2370 [..............................] - ETA: 11:55 - loss: 1039.8536 - logits_profile_predictions_loss: 1023.2809 - logcount_predictions_loss: 0.6525 13/2370 [..............................] - ETA: 11:55 - loss: 1037.9366 - logits_profile_predictions_loss: 1021.3673 - logcount_predictions_loss: 0.6523 14/2370 [..............................] - ETA: 11:54 - loss: 1034.7453 - logits_profile_predictions_loss: 1018.1853 - logcount_predictions_loss: 0.6520 15/2370 [..............................] - ETA: 11:54 - loss: 1032.2768 - logits_profile_predictions_loss: 1015.7302 - logcount_predictions_loss: 0.6514 16/2370 [..............................] - ETA: 11:54 - loss: 1029.5401 - logits_profile_predictions_loss: 1013.0091 - logcount_predictions_loss: 0.6508 17/2370 [..............................] - ETA: 11:54 - loss: 1027.0240 - logits_profile_predictions_loss: 1010.4967 - logcount_predictions_loss: 0.6507 18/2370 [..............................] - ETA: 11:53 - loss: 1024.6484 - logits_profile_predictions_loss: 1008.1354 - logcount_predictions_loss: 0.6501 19/2370 [..............................] - ETA: 11:53 - loss: 1022.3478 - logits_profile_predictions_loss: 1005.8619 - logcount_predictions_loss: 0.6491 20/2370 [..............................] - ETA: 11:53 - loss: 1019.6979 - logits_profile_predictions_loss: 1003.2421 - logcount_predictions_loss: 0.6479 21/2370 [..............................] - ETA: 11:52 - loss: 1017.0965 - logits_profile_predictions_loss: 1000.6769 - logcount_predictions_loss: 0.6464 22/2370 [..............................] - ETA: 11:52 - loss: 1014.3457 - logits_profile_predictions_loss: 997.9638 - logcount_predictions_loss: 0.6450  23/2370 [..............................] - ETA: 11:52 - loss: 1011.8097 - logits_profile_predictions_loss: 995.4636 - logcount_predictions_loss: 0.6435 24/2370 [..............................] - ETA: 11:52 - loss: 1009.8042 - logits_profile_predictions_loss: 993.4891 - logcount_predictions_loss: 0.6423 25/2370 [..............................] - ETA: 11:51 - loss: 1007.9266 - logits_profile_predictions_loss: 991.6360 - logcount_predictions_loss: 0.6414 26/2370 [..............................] - ETA: 11:51 - loss: 1006.1059 - logits_profile_predictions_loss: 989.8427 - logcount_predictions_loss: 0.6403 27/2370 [..............................] - ETA: 11:51 - loss: 1004.0116 - logits_profile_predictions_loss: 987.7713 - logcount_predictions_loss: 0.6394 28/2370 [..............................] - ETA: 11:51 - loss: 1002.3169 - logits_profile_predictions_loss: 986.0960 - logcount_predictions_loss: 0.6386 29/2370 [..............................] - ETA: 11:50 - loss: 1000.8896 - logits_profile_predictions_loss: 984.6908 - logcount_predictions_loss: 0.6377 30/2370 [..............................] - ETA: 11:50 - loss: 999.4927 - logits_profile_predictions_loss: 983.3101 - logcount_predictions_loss: 0.6371  31/2370 [..............................] - ETA: 11:50 - loss: 998.2355 - logits_profile_predictions_loss: 982.0563 - logcount_predictions_loss: 0.6370 32/2370 [..............................] - ETA: 11:50 - loss: 996.9788 - logits_profile_predictions_loss: 980.8044 - logcount_predictions_loss: 0.6368 33/2370 [..............................] - ETA: 11:49 - loss: 995.9661 - logits_profile_predictions_loss: 979.7938 - logcount_predictions_loss: 0.6367 34/2370 [..............................] - ETA: 11:49 - loss: 995.0963 - logits_profile_predictions_loss: 978.9280 - logcount_predictions_loss: 0.6365 35/2370 [..............................] - ETA: 11:49 - loss: 994.1757 - logits_profile_predictions_loss: 978.0122 - logcount_predictions_loss: 0.6364 36/2370 [..............................] - ETA: 11:48 - loss: 993.1784 - logits_profile_predictions_loss: 977.0133 - logcount_predictions_loss: 0.6364 37/2370 [..............................] - ETA: 11:48 - loss: 992.1697 - logits_profile_predictions_loss: 976.0062 - logcount_predictions_loss: 0.6364 38/2370 [..............................] - ETA: 11:48 - loss: 991.1540 - logits_profile_predictions_loss: 974.9936 - logcount_predictions_loss: 0.6362 39/2370 [..............................] - ETA: 11:48 - loss: 990.1777 - logits_profile_predictions_loss: 974.0226 - logcount_predictions_loss: 0.6360 40/2370 [..............................] - ETA: 11:47 - loss: 989.2844 - logits_profile_predictions_loss: 973.1368 - logcount_predictions_loss: 0.6357 41/2370 [..............................] - ETA: 11:47 - loss: 988.3878 - logits_profile_predictions_loss: 972.2481 - logcount_predictions_loss: 0.6354 42/2370 [..............................] - ETA: 11:47 - loss: 987.6423 - logits_profile_predictions_loss: 971.5058 - logcount_predictions_loss: 0.6353 43/2370 [..............................] - ETA: 11:47 - loss: 986.9555 - logits_profile_predictions_loss: 970.8196 - logcount_predictions_loss: 0.6353 44/2370 [..............................] - ETA: 11:46 - loss: 986.3685 - logits_profile_predictions_loss: 970.2296 - logcount_predictions_loss: 0.6354 45/2370 [..............................] - ETA: 11:46 - loss: 985.7838 - logits_profile_predictions_loss: 969.6440 - logcount_predictions_loss: 0.6354 46/2370 [..............................] - ETA: 11:46 - loss: 985.2320 - logits_profile_predictions_loss: 969.0926 - logcount_predictions_loss: 0.6354 47/2370 [..............................] - ETA: 11:45 - loss: 984.7306 - logits_profile_predictions_loss: 968.5911 - logcount_predictions_loss: 0.6354 48/2370 [..............................] - ETA: 11:45 - loss: 984.1910 - logits_profile_predictions_loss: 968.0521 - logcount_predictions_loss: 0.6354 49/2370 [..............................] - ETA: 11:45 - loss: 983.6158 - logits_profile_predictions_loss: 967.4739 - logcount_predictions_loss: 0.6355 50/2370 [..............................] - ETA: 11:45 - loss: 983.0674 - logits_profile_predictions_loss: 966.9177 - logcount_predictions_loss: 0.6358 51/2370 [..............................] - ETA: 11:44 - loss: 982.5494 - logits_profile_predictions_loss: 966.3910 - logcount_predictions_loss: 0.6362 52/2370 [..............................] - ETA: 11:44 - loss: 982.0295 - logits_profile_predictions_loss: 965.8635 - logcount_predictions_loss: 0.6365 53/2370 [..............................] - ETA: 11:44 - loss: 981.4980 - logits_profile_predictions_loss: 965.3256 - logcount_predictions_loss: 0.6367 54/2370 [..............................] - ETA: 11:43 - loss: 980.9805 - logits_profile_predictions_loss: 964.8023 - logcount_predictions_loss: 0.6369 55/2370 [..............................] - ETA: 11:43 - loss: 980.3872 - logits_profile_predictions_loss: 964.2046 - logcount_predictions_loss: 0.6371 56/2370 [..............................] - ETA: 11:43 - loss: 979.8200 - logits_profile_predictions_loss: 963.6348 - logcount_predictions_loss: 0.6372 57/2370 [..............................] - ETA: 11:43 - loss: 979.3441 - logits_profile_predictions_loss: 963.1571 - logcount_predictions_loss: 0.6373 58/2370 [..............................] - ETA: 11:42 - loss: 978.8690 - logits_profile_predictions_loss: 962.6812 - logcount_predictions_loss: 0.6373 59/2370 [..............................] - ETA: 11:42 - loss: 978.3643 - logits_profile_predictions_loss: 962.1778 - logcount_predictions_loss: 0.6373 60/2370 [..............................] - ETA: 11:42 - loss: 977.8736 - logits_profile_predictions_loss: 961.6881 - logcount_predictions_loss: 0.6372 61/2370 [..............................] - ETA: 11:41 - loss: 977.3745 - logits_profile_predictions_loss: 961.1884 - logcount_predictions_loss: 0.6372 62/2370 [..............................] - ETA: 11:41 - loss: 976.8618 - logits_profile_predictions_loss: 960.6753 - logcount_predictions_loss: 0.6373 63/2370 [..............................] - ETA: 11:41 - loss: 976.3944 - logits_profile_predictions_loss: 960.2080 - logcount_predictions_loss: 0.6373 64/2370 [..............................] - ETA: 11:40 - loss: 975.8719 - logits_profile_predictions_loss: 959.6847 - logcount_predictions_loss: 0.6373 65/2370 [..............................] - ETA: 11:40 - loss: 975.3358 - logits_profile_predictions_loss: 959.1482 - logcount_predictions_loss: 0.6373 66/2370 [..............................] - ETA: 11:40 - loss: 974.7840 - logits_profile_predictions_loss: 958.5959 - logcount_predictions_loss: 0.6373 67/2370 [..............................] - ETA: 11:40 - loss: 974.2125 - logits_profile_predictions_loss: 958.0238 - logcount_predictions_loss: 0.6373 68/2370 [..............................] - ETA: 11:39 - loss: 973.6522 - logits_profile_predictions_loss: 957.4636 - logcount_predictions_loss: 0.6373 69/2370 [..............................] - ETA: 11:39 - loss: 973.1025 - logits_profile_predictions_loss: 956.9129 - logcount_predictions_loss: 0.6374 70/2370 [..............................] - ETA: 11:39 - loss: 972.6190 - logits_profile_predictions_loss: 956.4297 - logcount_predictions_loss: 0.6374 71/2370 [..............................] - ETA: 11:38 - loss: 972.1752 - logits_profile_predictions_loss: 955.9857 - logcount_predictions_loss: 0.6374 72/2370 [..............................] - ETA: 11:38 - loss: 971.7347 - logits_profile_predictions_loss: 955.5448 - logcount_predictions_loss: 0.6374 73/2370 [..............................] - ETA: 11:38 - loss: 971.2978 - logits_profile_predictions_loss: 955.1079 - logcount_predictions_loss: 0.6374 74/2370 [..............................] - ETA: 11:38 - loss: 970.8487 - logits_profile_predictions_loss: 954.6581 - logcount_predictions_loss: 0.6374 75/2370 [..............................] - ETA: 11:37 - loss: 970.4114 - logits_profile_predictions_loss: 954.2199 - logcount_predictions_loss: 0.6375 76/2370 [..............................] - ETA: 11:37 - loss: 970.0268 - logits_profile_predictions_loss: 953.8337 - logcount_predictions_loss: 0.6375 77/2370 [..............................] - ETA: 11:37 - loss: 969.6658 - logits_profile_predictions_loss: 953.4703 - logcount_predictions_loss: 0.6376 78/2370 [..............................] - ETA: 11:36 - loss: 969.3471 - logits_profile_predictions_loss: 953.1494 - logcount_predictions_loss: 0.6377 79/2370 [>.............................] - ETA: 11:36 - loss: 969.0439 - logits_profile_predictions_loss: 952.8436 - logcount_predictions_loss: 0.6378 80/2370 [>.............................] - ETA: 11:36 - loss: 968.7182 - logits_profile_predictions_loss: 952.5160 - logcount_predictions_loss: 0.6379 81/2370 [>.............................] - ETA: 11:35 - loss: 968.4043 - logits_profile_predictions_loss: 952.2008 - logcount_predictions_loss: 0.6379 82/2370 [>.............................] - ETA: 11:35 - loss: 968.0994 - logits_profile_predictions_loss: 951.8948 - logcount_predictions_loss: 0.6380 83/2370 [>.............................] - ETA: 11:35 - loss: 967.8009 - logits_profile_predictions_loss: 951.5951 - logcount_predictions_loss: 0.6380 84/2370 [>.............................] - ETA: 11:35 - loss: 967.5022 - logits_profile_predictions_loss: 951.2955 - logcount_predictions_loss: 0.6381 85/2370 [>.............................] - ETA: 11:34 - loss: 967.2192 - logits_profile_predictions_loss: 951.0117 - logcount_predictions_loss: 0.6381 86/2370 [>.............................] - ETA: 11:34 - loss: 966.9603 - logits_profile_predictions_loss: 950.7526 - logcount_predictions_loss: 0.6381 87/2370 [>.............................] - ETA: 11:34 - loss: 966.6851 - logits_profile_predictions_loss: 950.4779 - logcount_predictions_loss: 0.6381 88/2370 [>.............................] - ETA: 11:33 - loss: 966.4228 - logits_profile_predictions_loss: 950.2159 - logcount_predictions_loss: 0.6381 89/2370 [>.............................] - ETA: 11:33 - loss: 966.1536 - logits_profile_predictions_loss: 949.9472 - logcount_predictions_loss: 0.6380 90/2370 [>.............................] - ETA: 11:33 - loss: 965.8806 - logits_profile_predictions_loss: 949.6745 - logcount_predictions_loss: 0.6380 91/2370 [>.............................] - ETA: 11:32 - loss: 965.6234 - logits_profile_predictions_loss: 949.4177 - logcount_predictions_loss: 0.6380 92/2370 [>.............................] - ETA: 11:32 - loss: 965.3604 - logits_profile_predictions_loss: 949.1554 - logcount_predictions_loss: 0.6380 93/2370 [>.............................] - ETA: 11:32 - loss: 965.1045 - logits_profile_predictions_loss: 948.8998 - logcount_predictions_loss: 0.6380 94/2370 [>.............................] - ETA: 11:32 - loss: 964.8755 - logits_profile_predictions_loss: 948.6711 - logcount_predictions_loss: 0.6380 95/2370 [>.............................] - ETA: 11:31 - loss: 964.6588 - logits_profile_predictions_loss: 948.4550 - logcount_predictions_loss: 0.6379 96/2370 [>.............................] - ETA: 11:31 - loss: 964.4311 - logits_profile_predictions_loss: 948.2280 - logcount_predictions_loss: 0.6379 97/2370 [>.............................] - ETA: 11:31 - loss: 964.2025 - logits_profile_predictions_loss: 948.0006 - logcount_predictions_loss: 0.6379 98/2370 [>.............................] - ETA: 11:31 - loss: 963.9663 - logits_profile_predictions_loss: 947.7657 - logcount_predictions_loss: 0.6378 99/2370 [>.............................] - ETA: 11:30 - loss: 963.7186 - logits_profile_predictions_loss: 947.5194 - logcount_predictions_loss: 0.6378 100/2370 [>.............................] - ETA: 11:30 - loss: 963.4891 - 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[>.............................] - ETA: 11:28 - loss: 961.9774 - logits_profile_predictions_loss: 945.7840 - logcount_predictions_loss: 0.6375 108/2370 [>.............................] - ETA: 11:28 - loss: 961.7870 - logits_profile_predictions_loss: 945.5939 - logcount_predictions_loss: 0.6375 109/2370 [>.............................] - ETA: 11:27 - loss: 961.5849 - logits_profile_predictions_loss: 945.3919 - logcount_predictions_loss: 0.6375 110/2370 [>.............................] - ETA: 11:27 - loss: 961.3875 - logits_profile_predictions_loss: 945.1944 - logcount_predictions_loss: 0.6375 111/2370 [>.............................] - ETA: 11:27 - loss: 961.1868 - logits_profile_predictions_loss: 944.9937 - logcount_predictions_loss: 0.6375 112/2370 [>.............................] - ETA: 11:26 - loss: 960.9740 - logits_profile_predictions_loss: 944.7813 - logcount_predictions_loss: 0.6375 113/2370 [>.............................] - ETA: 11:26 - loss: 960.7720 - 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[=>............................] - ETA: 11:08 - loss: 949.9993 - logits_profile_predictions_loss: 933.8077 - logcount_predictions_loss: 0.6375 173/2370 [=>............................] - ETA: 11:08 - loss: 949.8680 - logits_profile_predictions_loss: 933.6761 - logcount_predictions_loss: 0.6375 174/2370 [=>............................] - ETA: 11:08 - loss: 949.7404 - logits_profile_predictions_loss: 933.5479 - logcount_predictions_loss: 0.6375 175/2370 [=>............................] - ETA: 11:08 - loss: 949.6127 - logits_profile_predictions_loss: 933.4197 - logcount_predictions_loss: 0.6375 176/2370 [=>............................] - ETA: 11:07 - loss: 949.4886 - logits_profile_predictions_loss: 933.2951 - logcount_predictions_loss: 0.6375 177/2370 [=>............................] - ETA: 11:07 - loss: 949.3650 - logits_profile_predictions_loss: 933.1711 - logcount_predictions_loss: 0.6376 178/2370 [=>............................] - ETA: 11:07 - loss: 949.2475 - 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[===>..........................] - ETA: 10:10 - loss: 944.4206 - logits_profile_predictions_loss: 928.2019 - logcount_predictions_loss: 0.6385 368/2370 [===>..........................] - ETA: 10:09 - loss: 944.4152 - logits_profile_predictions_loss: 928.1967 - logcount_predictions_loss: 0.6385 369/2370 [===>..........................] - ETA: 10:09 - loss: 944.4100 - logits_profile_predictions_loss: 928.1917 - logcount_predictions_loss: 0.6385 370/2370 [===>..........................] - ETA: 10:09 - loss: 944.4045 - logits_profile_predictions_loss: 928.1863 - logcount_predictions_loss: 0.6385 371/2370 [===>..........................] - ETA: 10:08 - loss: 944.4015 - logits_profile_predictions_loss: 928.1836 - logcount_predictions_loss: 0.6385 372/2370 [===>..........................] - ETA: 10:08 - loss: 944.3994 - logits_profile_predictions_loss: 928.1816 - logcount_predictions_loss: 0.6385 373/2370 [===>..........................] - ETA: 10:08 - loss: 944.3978 - logits_profile_predictions_loss: 928.1802 - logcount_predictions_loss: 0.6385 374/2370 [===>..........................] - ETA: 10:08 - loss: 944.3970 - logits_profile_predictions_loss: 928.1797 - logcount_predictions_loss: 0.6385 375/2370 [===>..........................] - ETA: 10:07 - loss: 944.3958 - logits_profile_predictions_loss: 928.1787 - logcount_predictions_loss: 0.6385 376/2370 [===>..........................] - ETA: 10:07 - loss: 944.3934 - logits_profile_predictions_loss: 928.1765 - logcount_predictions_loss: 0.6385 377/2370 [===>..........................] - ETA: 10:07 - loss: 944.3907 - logits_profile_predictions_loss: 928.1741 - logcount_predictions_loss: 0.6384 378/2370 [===>..........................] - ETA: 10:06 - loss: 944.3885 - logits_profile_predictions_loss: 928.1721 - logcount_predictions_loss: 0.6384 379/2370 [===>..........................] - ETA: 10:06 - loss: 944.3860 - logits_profile_predictions_loss: 928.1698 - logcount_predictions_loss: 0.6384 380/2370 [===>..........................] - ETA: 10:06 - loss: 944.3830 - logits_profile_predictions_loss: 928.1670 - logcount_predictions_loss: 0.6384 381/2370 [===>..........................] - ETA: 10:05 - loss: 944.3817 - logits_profile_predictions_loss: 928.1659 - logcount_predictions_loss: 0.6384 382/2370 [===>..........................] - ETA: 10:05 - loss: 944.3800 - logits_profile_predictions_loss: 928.1644 - logcount_predictions_loss: 0.6384 383/2370 [===>..........................] - ETA: 10:05 - loss: 944.3793 - logits_profile_predictions_loss: 928.1640 - logcount_predictions_loss: 0.6384 384/2370 [===>..........................] - ETA: 10:04 - loss: 944.3786 - logits_profile_predictions_loss: 928.1636 - logcount_predictions_loss: 0.6384 385/2370 [===>..........................] - ETA: 10:04 - loss: 944.3772 - logits_profile_predictions_loss: 928.1624 - logcount_predictions_loss: 0.6384 386/2370 [===>..........................] - ETA: 10:04 - loss: 944.3745 - logits_profile_predictions_loss: 928.1599 - logcount_predictions_loss: 0.6384 387/2370 [===>..........................] - ETA: 10:04 - loss: 944.3715 - logits_profile_predictions_loss: 928.1572 - logcount_predictions_loss: 0.6384 388/2370 [===>..........................] - ETA: 10:03 - loss: 944.3674 - logits_profile_predictions_loss: 928.1534 - logcount_predictions_loss: 0.6383 389/2370 [===>..........................] - ETA: 10:03 - loss: 944.3625 - logits_profile_predictions_loss: 928.1487 - logcount_predictions_loss: 0.6383 390/2370 [===>..........................] - ETA: 10:03 - loss: 944.3579 - logits_profile_predictions_loss: 928.1443 - logcount_predictions_loss: 0.6383 391/2370 [===>..........................] - ETA: 10:02 - loss: 944.3529 - logits_profile_predictions_loss: 928.1395 - logcount_predictions_loss: 0.6383 392/2370 [===>..........................] - ETA: 10:02 - loss: 944.3486 - logits_profile_predictions_loss: 928.1355 - logcount_predictions_loss: 0.6383 393/2370 [===>..........................] - ETA: 10:02 - loss: 944.3431 - logits_profile_predictions_loss: 928.1303 - logcount_predictions_loss: 0.6383 394/2370 [===>..........................] - ETA: 10:01 - loss: 944.3391 - logits_profile_predictions_loss: 928.1265 - logcount_predictions_loss: 0.6383 395/2370 [====>.........................] - ETA: 10:01 - loss: 944.3348 - logits_profile_predictions_loss: 928.1225 - logcount_predictions_loss: 0.6383 396/2370 [====>.........................] - ETA: 10:01 - loss: 944.3310 - logits_profile_predictions_loss: 928.1189 - logcount_predictions_loss: 0.6383 397/2370 [====>.........................] - ETA: 10:01 - loss: 944.3279 - logits_profile_predictions_loss: 928.1161 - logcount_predictions_loss: 0.6383 398/2370 [====>.........................] - ETA: 10:00 - loss: 944.3240 - logits_profile_predictions_loss: 928.1124 - logcount_predictions_loss: 0.6382 399/2370 [====>.........................] - ETA: 10:00 - loss: 944.3193 - 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[====>.........................] - ETA: 9:58 - loss: 944.2922 - logits_profile_predictions_loss: 928.0828 - logcount_predictions_loss: 0.6382 407/2370 [====>.........................] - ETA: 9:57 - loss: 944.2877 - logits_profile_predictions_loss: 928.0787 - logcount_predictions_loss: 0.6381 408/2370 [====>.........................] - ETA: 9:57 - loss: 944.2833 - logits_profile_predictions_loss: 928.0746 - logcount_predictions_loss: 0.6381 409/2370 [====>.........................] - ETA: 9:57 - loss: 944.2790 - logits_profile_predictions_loss: 928.0706 - logcount_predictions_loss: 0.6381 410/2370 [====>.........................] - ETA: 9:57 - loss: 944.2734 - logits_profile_predictions_loss: 928.0653 - logcount_predictions_loss: 0.6381 411/2370 [====>.........................] - ETA: 9:56 - loss: 944.2692 - logits_profile_predictions_loss: 928.0615 - logcount_predictions_loss: 0.6381 412/2370 [====>.........................] - ETA: 9:56 - loss: 944.2637 - 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[====>.........................] - ETA: 9:54 - loss: 944.2383 - logits_profile_predictions_loss: 928.0336 - logcount_predictions_loss: 0.6380 420/2370 [====>.........................] - ETA: 9:54 - loss: 944.2352 - logits_profile_predictions_loss: 928.0310 - logcount_predictions_loss: 0.6380 421/2370 [====>.........................] - ETA: 9:53 - loss: 944.2325 - logits_profile_predictions_loss: 928.0286 - logcount_predictions_loss: 0.6379 422/2370 [====>.........................] - ETA: 9:53 - loss: 944.2306 - logits_profile_predictions_loss: 928.0272 - logcount_predictions_loss: 0.6379 423/2370 [====>.........................] - ETA: 9:53 - loss: 944.2287 - logits_profile_predictions_loss: 928.0258 - logcount_predictions_loss: 0.6379 424/2370 [====>.........................] - ETA: 9:52 - loss: 944.2268 - logits_profile_predictions_loss: 928.0243 - logcount_predictions_loss: 0.6379 425/2370 [====>.........................] - ETA: 9:52 - loss: 944.2257 - logits_profile_predictions_loss: 928.0235 - logcount_predictions_loss: 0.6379 426/2370 [====>.........................] - ETA: 9:52 - loss: 944.2241 - logits_profile_predictions_loss: 928.0224 - logcount_predictions_loss: 0.6379 427/2370 [====>.........................] - ETA: 9:51 - loss: 944.2230 - logits_profile_predictions_loss: 928.0218 - logcount_predictions_loss: 0.6378 428/2370 [====>.........................] - ETA: 9:51 - loss: 944.2216 - logits_profile_predictions_loss: 928.0207 - logcount_predictions_loss: 0.6378 429/2370 [====>.........................] - ETA: 9:51 - loss: 944.2196 - logits_profile_predictions_loss: 928.0192 - logcount_predictions_loss: 0.6378 430/2370 [====>.........................] - ETA: 9:50 - loss: 944.2177 - logits_profile_predictions_loss: 928.0178 - logcount_predictions_loss: 0.6378 431/2370 [====>.........................] - ETA: 9:50 - loss: 944.2161 - logits_profile_predictions_loss: 928.0168 - logcount_predictions_loss: 0.6378 432/2370 [====>.........................] - ETA: 9:50 - loss: 944.2163 - logits_profile_predictions_loss: 928.0175 - logcount_predictions_loss: 0.6377 433/2370 [====>.........................] - ETA: 9:50 - loss: 944.2174 - logits_profile_predictions_loss: 928.0191 - logcount_predictions_loss: 0.6377 434/2370 [====>.........................] - ETA: 9:49 - loss: 944.2186 - logits_profile_predictions_loss: 928.0208 - logcount_predictions_loss: 0.6377 435/2370 [====>.........................] - ETA: 9:49 - loss: 944.2200 - logits_profile_predictions_loss: 928.0226 - logcount_predictions_loss: 0.6377 436/2370 [====>.........................] - ETA: 9:49 - loss: 944.2204 - logits_profile_predictions_loss: 928.0234 - logcount_predictions_loss: 0.6377 437/2370 [====>.........................] - ETA: 9:48 - loss: 944.2195 - logits_profile_predictions_loss: 928.0229 - logcount_predictions_loss: 0.6377 438/2370 [====>.........................] - ETA: 9:48 - loss: 944.2194 - logits_profile_predictions_loss: 928.0232 - logcount_predictions_loss: 0.6376 439/2370 [====>.........................] - ETA: 9:48 - loss: 944.2191 - logits_profile_predictions_loss: 928.0232 - logcount_predictions_loss: 0.6376 440/2370 [====>.........................] - ETA: 9:47 - loss: 944.2190 - logits_profile_predictions_loss: 928.0235 - logcount_predictions_loss: 0.6376 441/2370 [====>.........................] - ETA: 9:47 - loss: 944.2186 - logits_profile_predictions_loss: 928.0235 - logcount_predictions_loss: 0.6376 442/2370 [====>.........................] - ETA: 9:47 - loss: 944.2179 - logits_profile_predictions_loss: 928.0231 - logcount_predictions_loss: 0.6376 443/2370 [====>.........................] - ETA: 9:47 - loss: 944.2173 - logits_profile_predictions_loss: 928.0228 - logcount_predictions_loss: 0.6376 444/2370 [====>.........................] - ETA: 9:46 - loss: 944.2179 - logits_profile_predictions_loss: 928.0238 - logcount_predictions_loss: 0.6376 445/2370 [====>.........................] - ETA: 9:46 - loss: 944.2195 - logits_profile_predictions_loss: 928.0257 - logcount_predictions_loss: 0.6375 446/2370 [====>.........................] - ETA: 9:46 - loss: 944.2211 - logits_profile_predictions_loss: 928.0277 - logcount_predictions_loss: 0.6375 447/2370 [====>.........................] - ETA: 9:45 - loss: 944.2231 - logits_profile_predictions_loss: 928.0301 - logcount_predictions_loss: 0.6375 448/2370 [====>.........................] - ETA: 9:45 - loss: 944.2251 - logits_profile_predictions_loss: 928.0325 - logcount_predictions_loss: 0.6375 449/2370 [====>.........................] - ETA: 9:45 - loss: 944.2269 - logits_profile_predictions_loss: 928.0347 - logcount_predictions_loss: 0.6375 450/2370 [====>.........................] - ETA: 9:44 - loss: 944.2294 - logits_profile_predictions_loss: 928.0375 - logcount_predictions_loss: 0.6375 451/2370 [====>.........................] - ETA: 9:44 - loss: 944.2324 - logits_profile_predictions_loss: 928.0410 - logcount_predictions_loss: 0.6374 452/2370 [====>.........................] - ETA: 9:44 - loss: 944.2347 - logits_profile_predictions_loss: 928.0437 - logcount_predictions_loss: 0.6374 453/2370 [====>.........................] - ETA: 9:44 - loss: 944.2379 - logits_profile_predictions_loss: 928.0473 - logcount_predictions_loss: 0.6374 454/2370 [====>.........................] - ETA: 9:43 - loss: 944.2417 - logits_profile_predictions_loss: 928.0514 - logcount_predictions_loss: 0.6374 455/2370 [====>.........................] - ETA: 9:43 - loss: 944.2462 - logits_profile_predictions_loss: 928.0562 - logcount_predictions_loss: 0.6374 456/2370 [====>.........................] - ETA: 9:43 - loss: 944.2513 - logits_profile_predictions_loss: 928.0616 - logcount_predictions_loss: 0.6374 457/2370 [====>.........................] - ETA: 9:42 - loss: 944.2559 - logits_profile_predictions_loss: 928.0665 - logcount_predictions_loss: 0.6374 458/2370 [====>.........................] - ETA: 9:42 - loss: 944.2592 - logits_profile_predictions_loss: 928.0702 - logcount_predictions_loss: 0.6374 459/2370 [====>.........................] - ETA: 9:42 - loss: 944.2623 - logits_profile_predictions_loss: 928.0736 - logcount_predictions_loss: 0.6373 460/2370 [====>.........................] - ETA: 9:41 - loss: 944.2662 - logits_profile_predictions_loss: 928.0779 - logcount_predictions_loss: 0.6373 461/2370 [====>.........................] - ETA: 9:41 - loss: 944.2695 - logits_profile_predictions_loss: 928.0815 - logcount_predictions_loss: 0.6373 462/2370 [====>.........................] - ETA: 9:41 - loss: 944.2732 - logits_profile_predictions_loss: 928.0856 - logcount_predictions_loss: 0.6373 463/2370 [====>.........................] - ETA: 9:40 - loss: 944.2762 - logits_profile_predictions_loss: 928.0890 - logcount_predictions_loss: 0.6373 464/2370 [====>.........................] - ETA: 9:40 - loss: 944.2797 - logits_profile_predictions_loss: 928.0929 - logcount_predictions_loss: 0.6373 465/2370 [====>.........................] - ETA: 9:40 - loss: 944.2825 - logits_profile_predictions_loss: 928.0961 - logcount_predictions_loss: 0.6373 466/2370 [====>.........................] - ETA: 9:40 - loss: 944.2846 - logits_profile_predictions_loss: 928.0986 - logcount_predictions_loss: 0.6372 467/2370 [====>.........................] - ETA: 9:39 - loss: 944.2873 - logits_profile_predictions_loss: 928.1017 - logcount_predictions_loss: 0.6372 468/2370 [====>.........................] - ETA: 9:39 - loss: 944.2901 - logits_profile_predictions_loss: 928.1048 - logcount_predictions_loss: 0.6372 469/2370 [====>.........................] - ETA: 9:39 - loss: 944.2932 - logits_profile_predictions_loss: 928.1082 - logcount_predictions_loss: 0.6372 470/2370 [====>.........................] - ETA: 9:38 - loss: 944.2956 - logits_profile_predictions_loss: 928.1110 - logcount_predictions_loss: 0.6372 471/2370 [====>.........................] - ETA: 9:38 - loss: 944.2989 - logits_profile_predictions_loss: 928.1147 - logcount_predictions_loss: 0.6372 472/2370 [====>.........................] - ETA: 9:38 - loss: 944.3021 - logits_profile_predictions_loss: 928.1183 - logcount_predictions_loss: 0.6372 473/2370 [====>.........................] - ETA: 9:37 - loss: 944.3049 - logits_profile_predictions_loss: 928.1214 - logcount_predictions_loss: 0.6371 474/2370 [=====>........................] - ETA: 9:37 - loss: 944.3074 - logits_profile_predictions_loss: 928.1243 - logcount_predictions_loss: 0.6371 475/2370 [=====>........................] - ETA: 9:37 - loss: 944.3103 - logits_profile_predictions_loss: 928.1276 - logcount_predictions_loss: 0.6371 476/2370 [=====>........................] - ETA: 9:37 - loss: 944.3125 - logits_profile_predictions_loss: 928.1302 - logcount_predictions_loss: 0.6371 477/2370 [=====>........................] - ETA: 9:36 - loss: 944.3148 - logits_profile_predictions_loss: 928.1329 - logcount_predictions_loss: 0.6371 478/2370 [=====>........................] - ETA: 9:36 - loss: 944.3170 - logits_profile_predictions_loss: 928.1354 - logcount_predictions_loss: 0.6371 479/2370 [=====>........................] - ETA: 9:36 - loss: 944.3194 - logits_profile_predictions_loss: 928.1383 - logcount_predictions_loss: 0.6370 480/2370 [=====>........................] - ETA: 9:35 - loss: 944.3213 - logits_profile_predictions_loss: 928.1406 - logcount_predictions_loss: 0.6370 481/2370 [=====>........................] - ETA: 9:35 - loss: 944.3228 - logits_profile_predictions_loss: 928.1424 - logcount_predictions_loss: 0.6370 482/2370 [=====>........................] - ETA: 9:35 - loss: 944.3240 - logits_profile_predictions_loss: 928.1439 - logcount_predictions_loss: 0.6370 483/2370 [=====>........................] - ETA: 9:34 - loss: 944.3253 - logits_profile_predictions_loss: 928.1454 - logcount_predictions_loss: 0.6370 484/2370 [=====>........................] - ETA: 9:34 - loss: 944.3259 - logits_profile_predictions_loss: 928.1464 - logcount_predictions_loss: 0.6370 485/2370 [=====>........................] - ETA: 9:34 - loss: 944.3269 - logits_profile_predictions_loss: 928.1476 - logcount_predictions_loss: 0.6370 486/2370 [=====>........................] - ETA: 9:33 - loss: 944.3272 - logits_profile_predictions_loss: 928.1482 - logcount_predictions_loss: 0.6370 487/2370 [=====>........................] - ETA: 9:33 - loss: 944.3280 - logits_profile_predictions_loss: 928.1493 - logcount_predictions_loss: 0.6370 488/2370 [=====>........................] - ETA: 9:33 - loss: 944.3296 - logits_profile_predictions_loss: 928.1511 - logcount_predictions_loss: 0.6369 489/2370 [=====>........................] - ETA: 9:33 - loss: 944.3314 - logits_profile_predictions_loss: 928.1532 - logcount_predictions_loss: 0.6369 490/2370 [=====>........................] - ETA: 9:32 - loss: 944.3330 - 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[=====>........................] - ETA: 9:30 - loss: 944.3350 - logits_profile_predictions_loss: 928.1590 - logcount_predictions_loss: 0.6368 498/2370 [=====>........................] - ETA: 9:30 - loss: 944.3354 - logits_profile_predictions_loss: 928.1596 - logcount_predictions_loss: 0.6368 499/2370 [=====>........................] - ETA: 9:30 - loss: 944.3362 - logits_profile_predictions_loss: 928.1607 - logcount_predictions_loss: 0.6368 500/2370 [=====>........................] - ETA: 9:29 - loss: 944.3366 - logits_profile_predictions_loss: 928.1614 - logcount_predictions_loss: 0.6368 501/2370 [=====>........................] - ETA: 9:29 - loss: 944.3370 - logits_profile_predictions_loss: 928.1620 - logcount_predictions_loss: 0.6368 502/2370 [=====>........................] - ETA: 9:29 - loss: 944.3371 - logits_profile_predictions_loss: 928.1625 - logcount_predictions_loss: 0.6368 503/2370 [=====>........................] - ETA: 9:28 - loss: 944.3365 - logits_profile_predictions_loss: 928.1621 - logcount_predictions_loss: 0.6368 504/2370 [=====>........................] - ETA: 9:28 - loss: 944.3359 - logits_profile_predictions_loss: 928.1618 - logcount_predictions_loss: 0.6368 505/2370 [=====>........................] - ETA: 9:28 - loss: 944.3354 - logits_profile_predictions_loss: 928.1615 - logcount_predictions_loss: 0.6368 506/2370 [=====>........................] - ETA: 9:27 - loss: 944.3344 - logits_profile_predictions_loss: 928.1609 - logcount_predictions_loss: 0.6367 507/2370 [=====>........................] - ETA: 9:27 - loss: 944.3331 - logits_profile_predictions_loss: 928.1598 - logcount_predictions_loss: 0.6367 508/2370 [=====>........................] - ETA: 9:27 - loss: 944.3316 - logits_profile_predictions_loss: 928.1586 - logcount_predictions_loss: 0.6367 509/2370 [=====>........................] - ETA: 9:26 - loss: 944.3292 - logits_profile_predictions_loss: 928.1564 - logcount_predictions_loss: 0.6367 510/2370 [=====>........................] - ETA: 9:26 - loss: 944.3264 - logits_profile_predictions_loss: 928.1539 - logcount_predictions_loss: 0.6367 511/2370 [=====>........................] - ETA: 9:26 - loss: 944.3232 - logits_profile_predictions_loss: 928.1509 - logcount_predictions_loss: 0.6367 512/2370 [=====>........................] - ETA: 9:26 - loss: 944.3192 - logits_profile_predictions_loss: 928.1472 - logcount_predictions_loss: 0.6367 513/2370 [=====>........................] - ETA: 9:25 - loss: 944.3153 - logits_profile_predictions_loss: 928.1436 - logcount_predictions_loss: 0.6367 514/2370 [=====>........................] - ETA: 9:25 - loss: 944.3122 - logits_profile_predictions_loss: 928.1408 - logcount_predictions_loss: 0.6367 515/2370 [=====>........................] - ETA: 9:25 - loss: 944.3093 - logits_profile_predictions_loss: 928.1382 - logcount_predictions_loss: 0.6366 516/2370 [=====>........................] - ETA: 9:24 - loss: 944.3070 - 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[============================>.] - ETA: 12s - loss: 944.2173 - logits_profile_predictions_loss: 928.0058 - logcount_predictions_loss: 0.6383 2331/2370 [============================>.] - ETA: 11s - loss: 944.2190 - logits_profile_predictions_loss: 928.0075 - logcount_predictions_loss: 0.6383 2332/2370 [============================>.] - ETA: 11s - loss: 944.2207 - logits_profile_predictions_loss: 928.0092 - logcount_predictions_loss: 0.6383 2333/2370 [============================>.] - ETA: 11s - loss: 944.2224 - logits_profile_predictions_loss: 928.0109 - logcount_predictions_loss: 0.6382 2334/2370 [============================>.] - ETA: 10s - loss: 944.2241 - logits_profile_predictions_loss: 928.0126 - logcount_predictions_loss: 0.6382 2335/2370 [============================>.] - ETA: 10s - loss: 944.2258 - logits_profile_predictions_loss: 928.0144 - logcount_predictions_loss: 0.6382 2336/2370 [============================>.] - ETA: 10s - loss: 944.2275 - 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logits_profile_predictions_loss: 928.0746 - logcount_predictions_loss: 0.6382 2370/2370 [==============================] - ETA: 0s - loss: 944.2875 - logits_profile_predictions_loss: 928.0764 - logcount_predictions_loss: 0.6382 2370/2370 [==============================] - 761s 321ms/step - loss: 944.2893 - logits_profile_predictions_loss: 928.0783 - logcount_predictions_loss: 0.6382 - val_loss: 1170.0365 - val_logits_profile_predictions_loss: 1154.8529 - val_logcount_predictions_loss: 0.5978 Epoch 00006: val_loss did not improve from 1166.97437 Epoch 7/50 1/2370 [..............................] - ETA: 12:27 - loss: 1035.2039 - logits_profile_predictions_loss: 1024.1218 - logcount_predictions_loss: 0.4363 2/2370 [..............................] - ETA: 11:55 - loss: 1038.9728 - logits_profile_predictions_loss: 1026.2273 - logcount_predictions_loss: 0.5018 3/2370 [..............................] - ETA: 11:55 - loss: 1014.8900 - logits_profile_predictions_loss: 1001.4715 - 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[===>..........................] - ETA: 10:08 - loss: 944.1313 - logits_profile_predictions_loss: 928.2445 - logcount_predictions_loss: 0.6255 369/2370 [===>..........................] - ETA: 10:07 - loss: 944.1136 - logits_profile_predictions_loss: 928.2274 - logcount_predictions_loss: 0.6254 370/2370 [===>..........................] - ETA: 10:07 - loss: 944.0947 - logits_profile_predictions_loss: 928.2092 - logcount_predictions_loss: 0.6254 371/2370 [===>..........................] - ETA: 10:07 - loss: 944.0752 - logits_profile_predictions_loss: 928.1903 - logcount_predictions_loss: 0.6254 372/2370 [===>..........................] - ETA: 10:06 - loss: 944.0556 - logits_profile_predictions_loss: 928.1712 - logcount_predictions_loss: 0.6254 373/2370 [===>..........................] - ETA: 10:06 - loss: 944.0364 - logits_profile_predictions_loss: 928.1526 - logcount_predictions_loss: 0.6253 374/2370 [===>..........................] - ETA: 10:06 - loss: 944.0165 - 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[===>..........................] - ETA: 10:04 - loss: 943.8851 - logits_profile_predictions_loss: 928.0062 - logcount_predictions_loss: 0.6251 382/2370 [===>..........................] - ETA: 10:03 - loss: 943.8694 - logits_profile_predictions_loss: 927.9911 - logcount_predictions_loss: 0.6251 383/2370 [===>..........................] - ETA: 10:03 - loss: 943.8521 - logits_profile_predictions_loss: 927.9744 - logcount_predictions_loss: 0.6251 384/2370 [===>..........................] - ETA: 10:03 - loss: 943.8349 - logits_profile_predictions_loss: 927.9578 - logcount_predictions_loss: 0.6251 385/2370 [===>..........................] - ETA: 10:03 - loss: 943.8169 - logits_profile_predictions_loss: 927.9405 - logcount_predictions_loss: 0.6250 386/2370 [===>..........................] - ETA: 10:02 - loss: 943.8007 - logits_profile_predictions_loss: 927.9248 - logcount_predictions_loss: 0.6250 387/2370 [===>..........................] - ETA: 10:02 - loss: 943.7839 - 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[===>..........................] - ETA: 10:00 - loss: 943.6588 - logits_profile_predictions_loss: 927.7878 - logcount_predictions_loss: 0.6248 395/2370 [====>.........................] - ETA: 10:00 - loss: 943.6402 - logits_profile_predictions_loss: 927.7699 - logcount_predictions_loss: 0.6248 396/2370 [====>.........................] - ETA: 9:59 - loss: 943.6227 - logits_profile_predictions_loss: 927.7529 - logcount_predictions_loss: 0.6248  397/2370 [====>.........................] - ETA: 9:59 - loss: 943.6057 - logits_profile_predictions_loss: 927.7365 - logcount_predictions_loss: 0.6248 398/2370 [====>.........................] - ETA: 9:59 - loss: 943.5882 - logits_profile_predictions_loss: 927.7197 - logcount_predictions_loss: 0.6247 399/2370 [====>.........................] - ETA: 9:58 - loss: 943.5717 - logits_profile_predictions_loss: 927.7038 - logcount_predictions_loss: 0.6247 400/2370 [====>.........................] - ETA: 9:58 - loss: 943.5553 - logits_profile_predictions_loss: 927.6879 - logcount_predictions_loss: 0.6247 401/2370 [====>.........................] - ETA: 9:58 - loss: 943.5388 - logits_profile_predictions_loss: 927.6720 - logcount_predictions_loss: 0.6247 402/2370 [====>.........................] - ETA: 9:57 - loss: 943.5222 - logits_profile_predictions_loss: 927.6561 - logcount_predictions_loss: 0.6246 403/2370 [====>.........................] - ETA: 9:57 - loss: 943.5050 - logits_profile_predictions_loss: 927.6396 - logcount_predictions_loss: 0.6246 404/2370 [====>.........................] - ETA: 9:57 - loss: 943.4885 - logits_profile_predictions_loss: 927.6237 - logcount_predictions_loss: 0.6246 405/2370 [====>.........................] - ETA: 9:56 - loss: 943.4719 - logits_profile_predictions_loss: 927.6077 - logcount_predictions_loss: 0.6246 406/2370 [====>.........................] - ETA: 9:56 - loss: 943.4554 - logits_profile_predictions_loss: 927.5918 - logcount_predictions_loss: 0.6245 407/2370 [====>.........................] - ETA: 9:56 - loss: 943.4382 - logits_profile_predictions_loss: 927.5753 - logcount_predictions_loss: 0.6245 408/2370 [====>.........................] - ETA: 9:56 - loss: 943.4223 - logits_profile_predictions_loss: 927.5601 - logcount_predictions_loss: 0.6245 409/2370 [====>.........................] - ETA: 9:55 - loss: 943.4064 - logits_profile_predictions_loss: 927.5449 - logcount_predictions_loss: 0.6245 410/2370 [====>.........................] - ETA: 9:55 - loss: 943.3908 - logits_profile_predictions_loss: 927.5299 - logcount_predictions_loss: 0.6244 411/2370 [====>.........................] - ETA: 9:55 - loss: 943.3745 - logits_profile_predictions_loss: 927.5143 - logcount_predictions_loss: 0.6244 412/2370 [====>.........................] - ETA: 9:54 - loss: 943.3584 - logits_profile_predictions_loss: 927.4988 - logcount_predictions_loss: 0.6244 413/2370 [====>.........................] - ETA: 9:54 - loss: 943.3425 - logits_profile_predictions_loss: 927.4836 - logcount_predictions_loss: 0.6244 414/2370 [====>.........................] - ETA: 9:54 - loss: 943.3256 - logits_profile_predictions_loss: 927.4673 - logcount_predictions_loss: 0.6243 415/2370 [====>.........................] - ETA: 9:53 - loss: 943.3090 - logits_profile_predictions_loss: 927.4513 - logcount_predictions_loss: 0.6243 416/2370 [====>.........................] - ETA: 9:53 - loss: 943.2937 - logits_profile_predictions_loss: 927.4367 - logcount_predictions_loss: 0.6243 417/2370 [====>.........................] - ETA: 9:53 - loss: 943.2781 - logits_profile_predictions_loss: 927.4217 - logcount_predictions_loss: 0.6243 418/2370 [====>.........................] - ETA: 9:53 - loss: 943.2624 - logits_profile_predictions_loss: 927.4067 - logcount_predictions_loss: 0.6242 419/2370 [====>.........................] - ETA: 9:52 - loss: 943.2474 - logits_profile_predictions_loss: 927.3924 - logcount_predictions_loss: 0.6242 420/2370 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[===========>..................] - ETA: 7:06 - loss: 940.2367 - logits_profile_predictions_loss: 924.6069 - logcount_predictions_loss: 0.6153 967/2370 [===========>..................] - ETA: 7:06 - loss: 940.2346 - logits_profile_predictions_loss: 924.6049 - logcount_predictions_loss: 0.6153 968/2370 [===========>..................] - ETA: 7:06 - loss: 940.2324 - logits_profile_predictions_loss: 924.6028 - logcount_predictions_loss: 0.6153 969/2370 [===========>..................] - ETA: 7:06 - loss: 940.2300 - logits_profile_predictions_loss: 924.6006 - logcount_predictions_loss: 0.6153 970/2370 [===========>..................] - ETA: 7:05 - loss: 940.2275 - logits_profile_predictions_loss: 924.5982 - logcount_predictions_loss: 0.6153 971/2370 [===========>..................] - ETA: 7:05 - loss: 940.2252 - logits_profile_predictions_loss: 924.5960 - logcount_predictions_loss: 0.6153 972/2370 [===========>..................] - ETA: 7:05 - loss: 940.2230 - 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[===========>..................] - ETA: 6:59 - loss: 940.1777 - logits_profile_predictions_loss: 924.5507 - logcount_predictions_loss: 0.6152 993/2370 [===========>..................] - ETA: 6:58 - loss: 940.1756 - logits_profile_predictions_loss: 924.5487 - logcount_predictions_loss: 0.6152 994/2370 [===========>..................] - ETA: 6:58 - loss: 940.1736 - logits_profile_predictions_loss: 924.5467 - logcount_predictions_loss: 0.6152 995/2370 [===========>..................] - ETA: 6:58 - loss: 940.1716 - logits_profile_predictions_loss: 924.5448 - logcount_predictions_loss: 0.6152 996/2370 [===========>..................] - ETA: 6:57 - loss: 940.1694 - logits_profile_predictions_loss: 924.5428 - logcount_predictions_loss: 0.6152 997/2370 [===========>..................] - ETA: 6:57 - loss: 940.1673 - logits_profile_predictions_loss: 924.5407 - logcount_predictions_loss: 0.6152 998/2370 [===========>..................] - ETA: 6:57 - loss: 940.1653 - 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[===========>..................] - ETA: 6:55 - loss: 940.1534 - logits_profile_predictions_loss: 924.5277 - logcount_predictions_loss: 0.6152 1006/2370 [===========>..................] - ETA: 6:54 - loss: 940.1523 - logits_profile_predictions_loss: 924.5266 - logcount_predictions_loss: 0.6152 1007/2370 [===========>..................] - ETA: 6:54 - loss: 940.1513 - logits_profile_predictions_loss: 924.5258 - logcount_predictions_loss: 0.6152 1008/2370 [===========>..................] - ETA: 6:54 - loss: 940.1502 - logits_profile_predictions_loss: 924.5248 - logcount_predictions_loss: 0.6152 1009/2370 [===========>..................] - ETA: 6:53 - loss: 940.1493 - logits_profile_predictions_loss: 924.5240 - logcount_predictions_loss: 0.6152 1010/2370 [===========>..................] - ETA: 6:53 - loss: 940.1484 - logits_profile_predictions_loss: 924.5231 - logcount_predictions_loss: 0.61522022-10-14_11-02-37: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR355WAJ//preprocessing/bigWigs/ENCSR355WAJ.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR355WAJ//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR355WAJ//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 158632 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 158632 Number of peaks input: 41368 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 41368 Number of non peaks input: 160499 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 160499 Number of non peaks input: 39500 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 39500 Number of peaks after removing outliers: 156887 Number of nonpeaks after removing outliers: 142293 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ Predicting within adjust counts 1/4447 [..............................] - ETA: 10:14:23 5/4447 [..............................] - ETA: 1:09  8/4447 [..............................] - ETA: 1:16 11/4447 [..............................] - ETA: 1:19 14/4447 [..............................] - ETA: 1:20 17/4447 [..............................] - ETA: 1:21 20/4447 [..............................] - 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4409/4447 [============================>.] - ETA: 0s 4412/4447 [============================>.] - ETA: 0s 4415/4447 [============================>.] - ETA: 0s 4418/4447 [============================>.] - ETA: 0s 4421/4447 [============================>.] - ETA: 0s 4424/4447 [============================>.] - ETA: 0s 4427/4447 [============================>.] - ETA: 0s 4430/4447 [============================>.] - ETA: 0s 4433/4447 [============================>.] - ETA: 0s 4436/4447 [============================>.] - ETA: 0s 4439/4447 [============================>.] - ETA: 0s 4442/4447 [============================>.] - ETA: 0s 4445/4447 [============================>.] - ETA: 0s 4447/4447 [==============================] - ETA: 0s 4447/4447 [==============================] - 94s 19ms/step 2022-10-14_11-13-39: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR355WAJ//preprocessing/bigWigs/ENCSR355WAJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '25.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(137886, 10) loading nonpeaks... got split:train for bed regions:(125533, 10) loading peaks... got split:valid for bed regions:(19001, 10) loading nonpeaks... got split:valid for bed regions:(16760, 10) Epoch 1/50 1/2370 [..............................] - ETA: 6:09:30 - loss: 1083.0696 - logits_profile_predictions_loss: 987.7172 - logcount_predictions_loss: 3.7393 2/2370 [..............................] - ETA: 39:26 - loss: 1173.7001 - logits_profile_predictions_loss: 1065.6990 - logcount_predictions_loss: 4.2353  3/2370 [..............................] - ETA: 39:24 - loss: 1214.8347 - logits_profile_predictions_loss: 1087.1556 - logcount_predictions_loss: 5.0070 4/2370 [..............................] - ETA: 39:21 - loss: 1250.7932 - logits_profile_predictions_loss: 1115.4791 - logcount_predictions_loss: 5.3064 5/2370 [..............................] - ETA: 39:18 - loss: 1279.7561 - logits_profile_predictions_loss: 1140.8006 - logcount_predictions_loss: 5.4492 6/2370 [..............................] - ETA: 39:16 - loss: 1300.7752 - logits_profile_predictions_loss: 1160.0559 - logcount_predictions_loss: 5.5184 7/2370 [..............................] - ETA: 39:15 - loss: 1316.0144 - logits_profile_predictions_loss: 1174.7637 - logcount_predictions_loss: 5.5392 8/2370 [..............................] - ETA: 39:13 - loss: 1328.9613 - logits_profile_predictions_loss: 1187.8076 - logcount_predictions_loss: 5.5354 9/2370 [..............................] - ETA: 39:12 - loss: 1335.5852 - logits_profile_predictions_loss: 1194.9918 - logcount_predictions_loss: 5.5135 10/2370 [..............................] - ETA: 39:11 - loss: 1344.0734 - logits_profile_predictions_loss: 1204.0107 - logcount_predictions_loss: 5.4927 11/2370 [..............................] - ETA: 39:09 - loss: 1352.0298 - logits_profile_predictions_loss: 1212.4865 - logcount_predictions_loss: 5.4723 12/2370 [..............................] - ETA: 39:08 - loss: 1357.5928 - logits_profile_predictions_loss: 1218.5952 - logcount_predictions_loss: 5.4509 13/2370 [..............................] - ETA: 39:08 - loss: 1364.4477 - logits_profile_predictions_loss: 1225.7212 - logcount_predictions_loss: 5.4403 14/2370 [..............................] - ETA: 39:07 - loss: 1369.4587 - logits_profile_predictions_loss: 1231.1012 - logcount_predictions_loss: 5.4258 15/2370 [..............................] - ETA: 39:06 - loss: 1373.1271 - logits_profile_predictions_loss: 1235.2002 - logcount_predictions_loss: 5.4089 16/2370 [..............................] - ETA: 39:05 - loss: 1375.1086 - logits_profile_predictions_loss: 1237.6407 - logcount_predictions_loss: 5.3909 17/2370 [..............................] - ETA: 39:04 - loss: 1376.5839 - logits_profile_predictions_loss: 1239.6028 - logcount_predictions_loss: 5.3718 18/2370 [..............................] - ETA: 39:03 - loss: 1376.5581 - logits_profile_predictions_loss: 1240.1414 - logcount_predictions_loss: 5.3497 19/2370 [..............................] - ETA: 39:02 - loss: 1377.3316 - logits_profile_predictions_loss: 1241.3545 - logcount_predictions_loss: 5.3324 20/2370 [..............................] - ETA: 39:02 - loss: 1378.7223 - logits_profile_predictions_loss: 1243.0961 - logcount_predictions_loss: 5.3187 21/2370 [..............................] - ETA: 39:00 - loss: 1380.5123 - logits_profile_predictions_loss: 1245.1854 - logcount_predictions_loss: 5.3069 22/2370 [..............................] - ETA: 38:59 - loss: 1382.0793 - logits_profile_predictions_loss: 1247.0356 - logcount_predictions_loss: 5.2958 23/2370 [..............................] - ETA: 38:58 - loss: 1383.8126 - logits_profile_predictions_loss: 1249.0293 - logcount_predictions_loss: 5.2856 24/2370 [..............................] - ETA: 38:57 - loss: 1385.9424 - logits_profile_predictions_loss: 1251.3566 - logcount_predictions_loss: 5.2779 25/2370 [..............................] - ETA: 38:56 - loss: 1387.7751 - logits_profile_predictions_loss: 1253.3814 - logcount_predictions_loss: 5.2703 26/2370 [..............................] - ETA: 38:55 - loss: 1389.7433 - logits_profile_predictions_loss: 1255.4876 - logcount_predictions_loss: 5.2649 27/2370 [..............................] - ETA: 38:54 - loss: 1391.0991 - logits_profile_predictions_loss: 1257.0104 - logcount_predictions_loss: 5.2584 28/2370 [..............................] - ETA: 38:53 - loss: 1392.2708 - logits_profile_predictions_loss: 1258.3394 - logcount_predictions_loss: 5.2522 29/2370 [..............................] - ETA: 38:52 - loss: 1393.0186 - logits_profile_predictions_loss: 1259.2829 - logcount_predictions_loss: 5.2445 30/2370 [..............................] - ETA: 38:51 - loss: 1393.9764 - logits_profile_predictions_loss: 1260.4162 - logcount_predictions_loss: 5.2377 31/2370 [..............................] - ETA: 38:50 - loss: 1394.6552 - logits_profile_predictions_loss: 1261.2723 - logcount_predictions_loss: 5.2307 32/2370 [..............................] - ETA: 38:49 - loss: 1395.5355 - logits_profile_predictions_loss: 1262.3183 - logcount_predictions_loss: 5.2242 33/2370 [..............................] - ETA: 38:48 - loss: 1396.1858 - logits_profile_predictions_loss: 1263.1435 - logcount_predictions_loss: 5.2173 34/2370 [..............................] - ETA: 38:47 - loss: 1396.8649 - logits_profile_predictions_loss: 1263.9932 - logcount_predictions_loss: 5.2107 35/2370 [..............................] - ETA: 38:46 - loss: 1397.4038 - logits_profile_predictions_loss: 1264.7053 - logcount_predictions_loss: 5.2039 36/2370 [..............................] - ETA: 38:45 - loss: 1397.7713 - logits_profile_predictions_loss: 1265.2547 - logcount_predictions_loss: 5.1967 37/2370 [..............................] - ETA: 38:44 - loss: 1398.0124 - logits_profile_predictions_loss: 1265.6733 - logcount_predictions_loss: 5.1898 38/2370 [..............................] - ETA: 38:43 - loss: 1398.3127 - logits_profile_predictions_loss: 1266.1318 - logcount_predictions_loss: 5.1836 39/2370 [..............................] - ETA: 38:42 - loss: 1398.6885 - logits_profile_predictions_loss: 1266.6472 - logcount_predictions_loss: 5.1781 40/2370 [..............................] - ETA: 38:41 - loss: 1398.9370 - logits_profile_predictions_loss: 1267.0350 - logcount_predictions_loss: 5.1726 41/2370 [..............................] - ETA: 38:40 - loss: 1399.0101 - logits_profile_predictions_loss: 1267.2481 - logcount_predictions_loss: 5.1671 42/2370 [..............................] - ETA: 38:39 - loss: 1399.0515 - logits_profile_predictions_loss: 1267.4220 - logcount_predictions_loss: 5.1619 43/2370 [..............................] - ETA: 38:38 - loss: 1399.2464 - logits_profile_predictions_loss: 1267.7243 - logcount_predictions_loss: 5.1577 44/2370 [..............................] - ETA: 38:37 - loss: 1399.3181 - logits_profile_predictions_loss: 1267.9117 - logcount_predictions_loss: 5.1532 45/2370 [..............................] - ETA: 38:36 - loss: 1399.2814 - logits_profile_predictions_loss: 1267.9914 - logcount_predictions_loss: 5.1486 46/2370 [..............................] - ETA: 38:35 - loss: 1399.2660 - logits_profile_predictions_loss: 1268.0906 - logcount_predictions_loss: 5.1441 47/2370 [..............................] - ETA: 38:34 - loss: 1399.4896 - logits_profile_predictions_loss: 1268.4032 - logcount_predictions_loss: 5.1406 48/2370 [..............................] - ETA: 38:33 - loss: 1399.6770 - logits_profile_predictions_loss: 1268.6743 - logcount_predictions_loss: 5.1374 49/2370 [..............................] - ETA: 38:33 - loss: 1399.7208 - logits_profile_predictions_loss: 1268.8120 - logcount_predictions_loss: 5.1337 50/2370 [..............................] - ETA: 38:32 - loss: 1399.6918 - logits_profile_predictions_loss: 1268.8778 - logcount_predictions_loss: 5.1300 51/2370 [..............................] - ETA: 38:31 - loss: 1399.6543 - logits_profile_predictions_loss: 1268.9318 - logcount_predictions_loss: 5.1264 52/2370 [..............................] - ETA: 38:30 - loss: 1399.5976 - logits_profile_predictions_loss: 1268.9672 - logcount_predictions_loss: 5.1228 53/2370 [..............................] - ETA: 38:29 - loss: 1399.4749 - logits_profile_predictions_loss: 1268.9389 - logcount_predictions_loss: 5.1191 54/2370 [..............................] - ETA: 38:28 - loss: 1399.3722 - logits_profile_predictions_loss: 1268.9273 - logcount_predictions_loss: 5.1155 55/2370 [..............................] - ETA: 38:27 - loss: 1399.2705 - logits_profile_predictions_loss: 1268.9139 - logcount_predictions_loss: 5.1120 56/2370 [..............................] - ETA: 38:26 - loss: 1399.2903 - logits_profile_predictions_loss: 1269.0055 - logcount_predictions_loss: 5.1092 57/2370 [..............................] - ETA: 38:25 - loss: 1399.2565 - logits_profile_predictions_loss: 1269.0481 - logcount_predictions_loss: 5.1062 58/2370 [..............................] - ETA: 38:24 - loss: 1399.2371 - logits_profile_predictions_loss: 1269.1006 - logcount_predictions_loss: 5.1034 59/2370 [..............................] - ETA: 38:23 - loss: 1399.1914 - logits_profile_predictions_loss: 1269.1232 - logcount_predictions_loss: 5.1007 60/2370 [..............................] - ETA: 38:22 - loss: 1399.3712 - logits_profile_predictions_loss: 1269.3504 - logcount_predictions_loss: 5.0989 61/2370 [..............................] - ETA: 38:21 - loss: 1399.5924 - logits_profile_predictions_loss: 1269.6107 - logcount_predictions_loss: 5.0973 62/2370 [..............................] - ETA: 38:20 - loss: 1399.8917 - logits_profile_predictions_loss: 1269.9397 - logcount_predictions_loss: 5.0962 63/2370 [..............................] - ETA: 38:19 - loss: 1400.2220 - logits_profile_predictions_loss: 1270.2987 - logcount_predictions_loss: 5.0950 64/2370 [..............................] - ETA: 38:18 - loss: 1400.6155 - logits_profile_predictions_loss: 1270.7143 - logcount_predictions_loss: 5.0942 65/2370 [..............................] - ETA: 38:17 - loss: 1400.9502 - logits_profile_predictions_loss: 1271.0725 - logcount_predictions_loss: 5.0932 66/2370 [..............................] - ETA: 38:16 - loss: 1401.3309 - logits_profile_predictions_loss: 1271.4706 - logcount_predictions_loss: 5.0926 67/2370 [..............................] - ETA: 38:15 - loss: 1401.7462 - logits_profile_predictions_loss: 1271.8961 - logcount_predictions_loss: 5.0922 68/2370 [..............................] - ETA: 38:14 - loss: 1402.0752 - logits_profile_predictions_loss: 1272.2416 - logcount_predictions_loss: 5.0915 69/2370 [..............................] - ETA: 38:13 - loss: 1402.4517 - logits_profile_predictions_loss: 1272.6290 - logcount_predictions_loss: 5.0911 70/2370 [..............................] - ETA: 38:12 - loss: 1402.8675 - logits_profile_predictions_loss: 1273.0525 - logcount_predictions_loss: 5.0908 71/2370 [..............................] - ETA: 38:11 - loss: 1403.2343 - logits_profile_predictions_loss: 1273.4295 - logcount_predictions_loss: 5.0904 72/2370 [..............................] - ETA: 38:10 - loss: 1403.5688 - logits_profile_predictions_loss: 1273.7734 - logcount_predictions_loss: 5.0900 73/2370 [..............................] - ETA: 38:08 - loss: 1403.8751 - logits_profile_predictions_loss: 1274.0929 - logcount_predictions_loss: 5.0895 74/2370 [..............................] - ETA: 38:07 - loss: 1404.2177 - logits_profile_predictions_loss: 1274.4424 - logcount_predictions_loss: 5.0892 75/2370 [..............................] - ETA: 38:06 - loss: 1404.4739 - logits_profile_predictions_loss: 1274.7124 - logcount_predictions_loss: 5.0887 76/2370 [..............................] - ETA: 38:05 - loss: 1404.7393 - logits_profile_predictions_loss: 1274.9894 - logcount_predictions_loss: 5.0882 77/2370 [..............................] - ETA: 38:04 - loss: 1404.9808 - logits_profile_predictions_loss: 1275.2439 - logcount_predictions_loss: 5.0877 78/2370 [..............................] - ETA: 38:03 - loss: 1405.1523 - logits_profile_predictions_loss: 1275.4333 - logcount_predictions_loss: 5.0870 79/2370 [>.............................] - ETA: 38:02 - loss: 1405.3388 - logits_profile_predictions_loss: 1275.6347 - logcount_predictions_loss: 5.0864 80/2370 [>.............................] - ETA: 38:01 - loss: 1405.5386 - logits_profile_predictions_loss: 1275.8469 - logcount_predictions_loss: 5.0859 81/2370 [>.............................] - ETA: 38:00 - loss: 1405.7254 - logits_profile_predictions_loss: 1276.0474 - logcount_predictions_loss: 5.0854 82/2370 [>.............................] - ETA: 37:59 - loss: 1405.8701 - logits_profile_predictions_loss: 1276.2088 - logcount_predictions_loss: 5.0848 83/2370 [>.............................] - ETA: 37:58 - loss: 1405.9753 - logits_profile_predictions_loss: 1276.3348 - logcount_predictions_loss: 5.0839 84/2370 [>.............................] - ETA: 37:57 - loss: 1406.0195 - logits_profile_predictions_loss: 1276.4038 - logcount_predictions_loss: 5.0830 85/2370 [>.............................] - ETA: 37:56 - loss: 1405.9992 - logits_profile_predictions_loss: 1276.4124 - logcount_predictions_loss: 5.0818 86/2370 [>.............................] - ETA: 37:55 - loss: 1405.9491 - logits_profile_predictions_loss: 1276.3920 - logcount_predictions_loss: 5.0807 87/2370 [>.............................] - ETA: 37:54 - loss: 1405.9170 - logits_profile_predictions_loss: 1276.3877 - logcount_predictions_loss: 5.0796 88/2370 [>.............................] - ETA: 37:53 - loss: 1405.8846 - logits_profile_predictions_loss: 1276.3819 - logcount_predictions_loss: 5.0785 89/2370 [>.............................] - ETA: 37:52 - loss: 1405.8370 - logits_profile_predictions_loss: 1276.3619 - logcount_predictions_loss: 5.0775 90/2370 [>.............................] - ETA: 37:51 - loss: 1405.7801 - logits_profile_predictions_loss: 1276.3336 - logcount_predictions_loss: 5.0763 91/2370 [>.............................] - ETA: 37:50 - loss: 1405.7239 - logits_profile_predictions_loss: 1276.3036 - logcount_predictions_loss: 5.0753 92/2370 [>.............................] - ETA: 37:49 - loss: 1405.6320 - logits_profile_predictions_loss: 1276.2410 - logcount_predictions_loss: 5.0742 93/2370 [>.............................] - ETA: 37:48 - loss: 1405.5234 - logits_profile_predictions_loss: 1276.1628 - logcount_predictions_loss: 5.0730 94/2370 [>.............................] - ETA: 37:47 - loss: 1405.3898 - logits_profile_predictions_loss: 1276.0616 - logcount_predictions_loss: 5.0717 95/2370 [>.............................] - ETA: 37:46 - loss: 1405.2745 - logits_profile_predictions_loss: 1275.9763 - logcount_predictions_loss: 5.0705 96/2370 [>.............................] - ETA: 37:45 - loss: 1405.1627 - logits_profile_predictions_loss: 1275.8938 - logcount_predictions_loss: 5.0694 97/2370 [>.............................] - ETA: 37:44 - loss: 1405.0601 - logits_profile_predictions_loss: 1275.8179 - logcount_predictions_loss: 5.0683 98/2370 [>.............................] - ETA: 37:43 - loss: 1404.9342 - logits_profile_predictions_loss: 1275.7194 - logcount_predictions_loss: 5.0672 99/2370 [>.............................] - ETA: 37:42 - loss: 1404.8153 - logits_profile_predictions_loss: 1275.6263 - logcount_predictions_loss: 5.0662 100/2370 [>.............................] - ETA: 37:41 - loss: 1404.6742 - logits_profile_predictions_loss: 1275.5134 - logcount_predictions_loss: 5.0651 101/2370 [>.............................] - ETA: 37:40 - loss: 1404.5818 - logits_profile_predictions_loss: 1275.4454 - logcount_predictions_loss: 5.0642 102/2370 [>.............................] - ETA: 37:39 - loss: 1404.4558 - logits_profile_predictions_loss: 1275.3456 - logcount_predictions_loss: 5.0631 103/2370 [>.............................] - ETA: 37:38 - loss: 1404.2836 - logits_profile_predictions_loss: 1275.2030 - logcount_predictions_loss: 5.0620 104/2370 [>.............................] - ETA: 37:37 - loss: 1404.1083 - logits_profile_predictions_loss: 1275.0571 - logcount_predictions_loss: 5.0608 105/2370 [>.............................] - ETA: 37:36 - loss: 1403.9471 - logits_profile_predictions_loss: 1274.9242 - logcount_predictions_loss: 5.0597 106/2370 [>.............................] - ETA: 37:35 - loss: 1403.7919 - logits_profile_predictions_loss: 1274.7966 - logcount_predictions_loss: 5.0586 107/2370 [>.............................] - ETA: 37:34 - loss: 1403.6360 - logits_profile_predictions_loss: 1274.6678 - logcount_predictions_loss: 5.0576 108/2370 [>.............................] - ETA: 37:33 - loss: 1403.4750 - logits_profile_predictions_loss: 1274.5325 - logcount_predictions_loss: 5.0566 109/2370 [>.............................] - ETA: 37:32 - loss: 1403.3290 - logits_profile_predictions_loss: 1274.4094 - logcount_predictions_loss: 5.0557 110/2370 [>.............................] - ETA: 37:31 - loss: 1403.1831 - logits_profile_predictions_loss: 1274.2873 - logcount_predictions_loss: 5.0547 111/2370 [>.............................] - ETA: 37:30 - loss: 1403.0318 - logits_profile_predictions_loss: 1274.1608 - logcount_predictions_loss: 5.0538 112/2370 [>.............................] - ETA: 37:29 - loss: 1402.8975 - logits_profile_predictions_loss: 1274.0493 - logcount_predictions_loss: 5.0529 113/2370 [>.............................] - ETA: 37:28 - loss: 1402.7781 - logits_profile_predictions_loss: 1273.9515 - logcount_predictions_loss: 5.0520 114/2370 [>.............................] - ETA: 37:27 - loss: 1402.6490 - logits_profile_predictions_loss: 1273.8444 - logcount_predictions_loss: 5.0512 115/2370 [>.............................] - ETA: 37:26 - loss: 1402.5211 - logits_profile_predictions_loss: 1273.7373 - logcount_predictions_loss: 5.0503 116/2370 [>.............................] - ETA: 37:25 - loss: 1402.3757 - logits_profile_predictions_loss: 1273.6142 - logcount_predictions_loss: 5.0495 117/2370 [>.............................] - ETA: 37:24 - loss: 1402.2332 - logits_profile_predictions_loss: 1273.4939 - logcount_predictions_loss: 5.0486 118/2370 [>.............................] - ETA: 37:23 - loss: 1402.1008 - logits_profile_predictions_loss: 1273.3828 - logcount_predictions_loss: 5.0478 119/2370 [>.............................] - ETA: 37:22 - loss: 1401.9784 - logits_profile_predictions_loss: 1273.2806 - logcount_predictions_loss: 5.0470 120/2370 [>.............................] - ETA: 37:21 - loss: 1401.8404 - logits_profile_predictions_loss: 1273.1636 - logcount_predictions_loss: 5.0461 121/2370 [>.............................] - ETA: 37:20 - loss: 1401.7157 - logits_profile_predictions_loss: 1273.0591 - logcount_predictions_loss: 5.0454 122/2370 [>.............................] - ETA: 37:19 - loss: 1401.5790 - logits_profile_predictions_loss: 1272.9436 - logcount_predictions_loss: 5.0445 123/2370 [>.............................] - ETA: 37:18 - loss: 1401.4287 - logits_profile_predictions_loss: 1272.8149 - logcount_predictions_loss: 5.0437 124/2370 [>.............................] - ETA: 37:17 - loss: 1401.2665 - logits_profile_predictions_loss: 1272.6752 - logcount_predictions_loss: 5.0428 125/2370 [>.............................] - ETA: 37:16 - loss: 1401.1383 - logits_profile_predictions_loss: 1272.5662 - logcount_predictions_loss: 5.0420 126/2370 [>.............................] - ETA: 37:15 - loss: 1400.9993 - logits_profile_predictions_loss: 1272.4468 - logcount_predictions_loss: 5.0413 127/2370 [>.............................] - ETA: 37:14 - loss: 1400.8580 - logits_profile_predictions_loss: 1272.3252 - logcount_predictions_loss: 5.0405 128/2370 [>.............................] - ETA: 37:13 - loss: 1400.7049 - logits_profile_predictions_loss: 1272.1936 - logcount_predictions_loss: 5.0397 129/2370 [>.............................] - ETA: 37:12 - loss: 1400.5461 - logits_profile_predictions_loss: 1272.0564 - logcount_predictions_loss: 5.0388 130/2370 [>.............................] - ETA: 37:11 - loss: 1400.3899 - logits_profile_predictions_loss: 1271.9212 - logcount_predictions_loss: 5.0380 131/2370 [>.............................] - ETA: 37:10 - loss: 1400.2504 - logits_profile_predictions_loss: 1271.8014 - logcount_predictions_loss: 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logits_profile_predictions_loss: 1249.9999 - logcount_predictions_loss: 4.9701 351/2370 [===>..........................] - ETA: 33:32 - loss: 1376.6260 - logits_profile_predictions_loss: 1249.8929 - logcount_predictions_loss: 4.9699 352/2370 [===>..........................] - ETA: 33:31 - loss: 1376.5149 - logits_profile_predictions_loss: 1249.7871 - logcount_predictions_loss: 4.9697 353/2370 [===>..........................] - ETA: 33:30 - loss: 1376.4016 - logits_profile_predictions_loss: 1249.6793 - logcount_predictions_loss: 4.9695 354/2370 [===>..........................] - ETA: 33:29 - loss: 1376.2895 - logits_profile_predictions_loss: 1249.5725 - logcount_predictions_loss: 4.9693 355/2370 [===>..........................] - ETA: 33:28 - loss: 1376.1753 - logits_profile_predictions_loss: 1249.4638 - logcount_predictions_loss: 4.9691 356/2370 [===>..........................] - ETA: 33:27 - loss: 1376.0621 - logits_profile_predictions_loss: 1249.3560 - logcount_predictions_loss: 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- ETA: 31:37 - loss: 1365.3102 - logits_profile_predictions_loss: 1238.9365 - logcount_predictions_loss: 4.9558 467/2370 [====>.........................] - ETA: 31:36 - loss: 1365.2107 - logits_profile_predictions_loss: 1238.8397 - logcount_predictions_loss: 4.9557 468/2370 [====>.........................] - ETA: 31:35 - loss: 1365.1104 - logits_profile_predictions_loss: 1238.7423 - logcount_predictions_loss: 4.9556 469/2370 [====>.........................] - ETA: 31:34 - loss: 1365.0104 - logits_profile_predictions_loss: 1238.6451 - logcount_predictions_loss: 4.9555 470/2370 [====>.........................] - ETA: 31:33 - loss: 1364.9106 - logits_profile_predictions_loss: 1238.5481 - logcount_predictions_loss: 4.9554 471/2370 [====>.........................] - ETA: 31:32 - loss: 1364.8103 - logits_profile_predictions_loss: 1238.4506 - logcount_predictions_loss: 4.9553 472/2370 [====>.........................] - ETA: 31:31 - loss: 1364.7091 - logits_profile_predictions_loss: 1238.3523 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ETA: 12s - loss: 1224.6461 - logits_profile_predictions_loss: 1136.4361 - logcount_predictions_loss: 3.4592 2358/2370 [============================>.] - ETA: 11s - loss: 1224.6016 - logits_profile_predictions_loss: 1136.4072 - logcount_predictions_loss: 3.4586 2359/2370 [============================>.] - ETA: 10s - loss: 1224.5571 - logits_profile_predictions_loss: 1136.3783 - logcount_predictions_loss: 3.4580 2360/2370 [============================>.] - ETA: 9s - loss: 1224.5126 - logits_profile_predictions_loss: 1136.3494 - logcount_predictions_loss: 3.4574  2361/2370 [============================>.] - ETA: 8s - loss: 1224.4682 - logits_profile_predictions_loss: 1136.3206 - logcount_predictions_loss: 3.4568 2362/2370 [============================>.] - ETA: 7s - loss: 1224.4237 - logits_profile_predictions_loss: 1136.2917 - logcount_predictions_loss: 3.4562 2363/2370 [============================>.] - ETA: 6s - loss: 1224.3793 - logits_profile_predictions_loss: 1136.2629 - logcount_predictions_loss: 3.4556 2364/2370 [============================>.] - ETA: 5s - loss: 1224.3350 - logits_profile_predictions_loss: 1136.2341 - logcount_predictions_loss: 3.4550 2365/2370 [============================>.] - ETA: 4s - loss: 1224.2907 - logits_profile_predictions_loss: 1136.2054 - logcount_predictions_loss: 3.4544 2366/2370 [============================>.] - ETA: 3s - loss: 1224.2464 - logits_profile_predictions_loss: 1136.1766 - logcount_predictions_loss: 3.4537 2367/2370 [============================>.] - ETA: 2s - loss: 1224.2022 - logits_profile_predictions_loss: 1136.1479 - logcount_predictions_loss: 3.4531 2368/2370 [============================>.] - ETA: 1s - loss: 1224.1579 - logits_profile_predictions_loss: 1136.1192 - logcount_predictions_loss: 3.4525 2369/2370 [============================>.] - ETA: 0s - loss: 1224.1137 - logits_profile_predictions_loss: 1136.0905 - logcount_predictions_loss: 3.4519 2370/2370 [==============================] - ETA: 0s - loss: 1224.0694 - logits_profile_predictions_loss: 1136.0617 - logcount_predictions_loss: 3.4513 2370/2370 [==============================] - 2503s 1s/step - loss: 1224.0252 - logits_profile_predictions_loss: 1136.0330 - logcount_predictions_loss: 3.4507 - val_loss: 1235.2003 - val_logits_profile_predictions_loss: 1213.3601 - val_logcount_predictions_loss: 0.8565 Epoch 00001: val_loss improved from inf to 1235.20032, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 2/50 1/2370 [..............................] - ETA: 40:42 - loss: 1006.7254 - logits_profile_predictions_loss: 987.8686 - logcount_predictions_loss: 0.7395 2/2370 [..............................] - ETA: 39:27 - loss: 1017.3202 - logits_profile_predictions_loss: 995.4360 - logcount_predictions_loss: 0.8582 3/2370 [..............................] - ETA: 39:27 - loss: 1034.5888 - logits_profile_predictions_loss: 1012.2170 - logcount_predictions_loss: 0.8773 4/2370 [..............................] - ETA: 39:26 - loss: 1054.7582 - logits_profile_predictions_loss: 1032.1900 - logcount_predictions_loss: 0.8850 5/2370 [..............................] - ETA: 39:27 - loss: 1067.1282 - logits_profile_predictions_loss: 1044.5292 - logcount_predictions_loss: 0.8862 6/2370 [..............................] - ETA: 39:26 - loss: 1074.2749 - logits_profile_predictions_loss: 1051.5751 - logcount_predictions_loss: 0.8902 7/2370 [..............................] - ETA: 39:24 - loss: 1083.8841 - logits_profile_predictions_loss: 1061.0577 - logcount_predictions_loss: 0.8952 8/2370 [..............................] - ETA: 39:22 - loss: 1089.4416 - logits_profile_predictions_loss: 1066.4044 - logcount_predictions_loss: 0.9034 9/2370 [..............................] - ETA: 39:21 - loss: 1090.1018 - logits_profile_predictions_loss: 1067.0220 - logcount_predictions_loss: 0.9051 10/2370 [..............................] - ETA: 39:20 - loss: 1087.6772 - logits_profile_predictions_loss: 1064.6099 - logcount_predictions_loss: 0.9046 11/2370 [..............................] - ETA: 39:19 - loss: 1085.3475 - logits_profile_predictions_loss: 1062.3084 - logcount_predictions_loss: 0.9035 12/2370 [..............................] - ETA: 39:18 - loss: 1082.4135 - logits_profile_predictions_loss: 1059.4317 - logcount_predictions_loss: 0.9013 13/2370 [..............................] - ETA: 39:16 - loss: 1079.3638 - logits_profile_predictions_loss: 1056.4690 - logcount_predictions_loss: 0.8978 14/2370 [..............................] - ETA: 39:15 - loss: 1076.9209 - logits_profile_predictions_loss: 1054.0798 - logcount_predictions_loss: 0.8957 15/2370 [..............................] - ETA: 39:14 - loss: 1075.8254 - logits_profile_predictions_loss: 1053.0305 - logcount_predictions_loss: 0.8939 16/2370 [..............................] - ETA: 39:13 - loss: 1075.6237 - logits_profile_predictions_loss: 1052.8837 - logcount_predictions_loss: 0.8918 17/2370 [..............................] - ETA: 39:12 - loss: 1074.9975 - logits_profile_predictions_loss: 1052.3101 - logcount_predictions_loss: 0.8897 18/2370 [..............................] - ETA: 39:13 - loss: 1073.8967 - logits_profile_predictions_loss: 1051.2426 - logcount_predictions_loss: 0.8884 19/2370 [..............................] - ETA: 39:12 - loss: 1072.4111 - logits_profile_predictions_loss: 1049.7774 - logcount_predictions_loss: 0.8876 20/2370 [..............................] - ETA: 39:11 - loss: 1070.8440 - logits_profile_predictions_loss: 1048.2372 - logcount_predictions_loss: 0.8865 21/2370 [..............................] - ETA: 39:10 - loss: 1069.0286 - logits_profile_predictions_loss: 1046.4460 - logcount_predictions_loss: 0.8856 22/2370 [..............................] - ETA: 39:08 - loss: 1067.4348 - logits_profile_predictions_loss: 1044.8810 - logcount_predictions_loss: 0.8845 23/2370 [..............................] - ETA: 39:07 - loss: 1065.4783 - logits_profile_predictions_loss: 1042.9491 - logcount_predictions_loss: 0.8835 24/2370 [..............................] - ETA: 39:06 - loss: 1063.2794 - logits_profile_predictions_loss: 1040.7666 - logcount_predictions_loss: 0.8829 25/2370 [..............................] - ETA: 39:05 - loss: 1061.5377 - logits_profile_predictions_loss: 1039.0064 - logcount_predictions_loss: 0.8836 26/2370 [..............................] - ETA: 39:04 - loss: 1059.8942 - logits_profile_predictions_loss: 1037.3357 - logcount_predictions_loss: 0.8846 27/2370 [..............................] - ETA: 39:03 - loss: 1058.1970 - logits_profile_predictions_loss: 1035.6216 - logcount_predictions_loss: 0.8853 28/2370 [..............................] - ETA: 39:02 - loss: 1056.8325 - logits_profile_predictions_loss: 1034.2412 - logcount_predictions_loss: 0.8859 29/2370 [..............................] - ETA: 39:00 - loss: 1055.4713 - logits_profile_predictions_loss: 1032.8628 - 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34:00 - loss: 1015.8373 - logits_profile_predictions_loss: 993.7553 - logcount_predictions_loss: 0.8660 329/2370 [===>..........................] - ETA: 33:59 - loss: 1015.8342 - logits_profile_predictions_loss: 993.7540 - logcount_predictions_loss: 0.8659 330/2370 [===>..........................] - ETA: 33:58 - loss: 1015.8295 - logits_profile_predictions_loss: 993.7510 - logcount_predictions_loss: 0.8658 331/2370 [===>..........................] - ETA: 33:57 - loss: 1015.8233 - logits_profile_predictions_loss: 993.7466 - logcount_predictions_loss: 0.8658 332/2370 [===>..........................] - ETA: 33:56 - loss: 1015.8189 - logits_profile_predictions_loss: 993.7440 - logcount_predictions_loss: 0.8657 333/2370 [===>..........................] - ETA: 33:55 - loss: 1015.8167 - logits_profile_predictions_loss: 993.7436 - logcount_predictions_loss: 0.8656 334/2370 [===>..........................] - ETA: 33:54 - loss: 1015.8144 - logits_profile_predictions_loss: 993.7432 - 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33:47 - loss: 1015.8080 - logits_profile_predictions_loss: 993.7501 - logcount_predictions_loss: 0.8650 342/2370 [===>..........................] - ETA: 33:46 - loss: 1015.8068 - logits_profile_predictions_loss: 993.7510 - logcount_predictions_loss: 0.8649 343/2370 [===>..........................] - ETA: 33:45 - loss: 1015.8072 - logits_profile_predictions_loss: 993.7533 - logcount_predictions_loss: 0.8649 344/2370 [===>..........................] - ETA: 33:44 - loss: 1015.8070 - logits_profile_predictions_loss: 993.7549 - logcount_predictions_loss: 0.8648 345/2370 [===>..........................] - ETA: 33:43 - loss: 1015.8051 - logits_profile_predictions_loss: 993.7547 - logcount_predictions_loss: 0.8647 346/2370 [===>..........................] - ETA: 33:42 - loss: 1015.8014 - logits_profile_predictions_loss: 993.7528 - logcount_predictions_loss: 0.8647 347/2370 [===>..........................] - ETA: 33:41 - loss: 1015.7960 - logits_profile_predictions_loss: 993.7492 - 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33:34 - loss: 1015.7402 - logits_profile_predictions_loss: 993.7054 - logcount_predictions_loss: 0.8641 355/2370 [===>..........................] - ETA: 33:33 - loss: 1015.7322 - logits_profile_predictions_loss: 993.6991 - logcount_predictions_loss: 0.8640 356/2370 [===>..........................] - ETA: 33:32 - loss: 1015.7237 - logits_profile_predictions_loss: 993.6924 - logcount_predictions_loss: 0.8640 357/2370 [===>..........................] - ETA: 33:31 - loss: 1015.7164 - logits_profile_predictions_loss: 993.6868 - logcount_predictions_loss: 0.8639 358/2370 [===>..........................] - ETA: 33:30 - loss: 1015.7092 - logits_profile_predictions_loss: 993.6814 - logcount_predictions_loss: 0.8638 359/2370 [===>..........................] - ETA: 33:29 - loss: 1015.7034 - logits_profile_predictions_loss: 993.6773 - logcount_predictions_loss: 0.8638 360/2370 [===>..........................] - ETA: 33:28 - loss: 1015.6974 - logits_profile_predictions_loss: 993.6731 - 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33:21 - loss: 1015.6399 - logits_profile_predictions_loss: 993.6269 - logcount_predictions_loss: 0.8633 368/2370 [===>..........................] - ETA: 33:20 - loss: 1015.6297 - logits_profile_predictions_loss: 993.6184 - logcount_predictions_loss: 0.8632 369/2370 [===>..........................] - ETA: 33:19 - loss: 1015.6185 - logits_profile_predictions_loss: 993.6089 - logcount_predictions_loss: 0.8631 370/2370 [===>..........................] - ETA: 33:18 - loss: 1015.6087 - logits_profile_predictions_loss: 993.6008 - logcount_predictions_loss: 0.8631 371/2370 [===>..........................] - ETA: 33:17 - loss: 1015.5975 - logits_profile_predictions_loss: 993.5913 - logcount_predictions_loss: 0.8630 372/2370 [===>..........................] - ETA: 33:16 - loss: 1015.5848 - logits_profile_predictions_loss: 993.5803 - logcount_predictions_loss: 0.8629 373/2370 [===>..........................] - ETA: 33:15 - loss: 1015.5721 - logits_profile_predictions_loss: 993.5693 - 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33:08 - loss: 1015.4690 - logits_profile_predictions_loss: 993.4779 - logcount_predictions_loss: 0.8624 381/2370 [===>..........................] - ETA: 33:07 - loss: 1015.4547 - logits_profile_predictions_loss: 993.4652 - logcount_predictions_loss: 0.8623 382/2370 [===>..........................] - ETA: 33:06 - loss: 1015.4393 - logits_profile_predictions_loss: 993.4515 - logcount_predictions_loss: 0.8623 383/2370 [===>..........................] - ETA: 33:05 - loss: 1015.4236 - logits_profile_predictions_loss: 993.4374 - logcount_predictions_loss: 0.8622 384/2370 [===>..........................] - ETA: 33:04 - loss: 1015.4072 - logits_profile_predictions_loss: 993.4227 - logcount_predictions_loss: 0.8621 385/2370 [===>..........................] - ETA: 33:03 - loss: 1015.3908 - logits_profile_predictions_loss: 993.4079 - logcount_predictions_loss: 0.8621 386/2370 [===>..........................] - ETA: 33:02 - loss: 1015.3733 - logits_profile_predictions_loss: 993.3922 - 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32:55 - loss: 1015.2576 - logits_profile_predictions_loss: 993.2885 - logcount_predictions_loss: 0.8615 394/2370 [===>..........................] - ETA: 32:54 - loss: 1015.2417 - logits_profile_predictions_loss: 993.2744 - logcount_predictions_loss: 0.8615 395/2370 [====>.........................] - ETA: 32:53 - loss: 1015.2259 - logits_profile_predictions_loss: 993.2603 - logcount_predictions_loss: 0.8614 396/2370 [====>.........................] - ETA: 32:52 - loss: 1015.2112 - logits_profile_predictions_loss: 993.2474 - logcount_predictions_loss: 0.8613 397/2370 [====>.........................] - ETA: 32:51 - loss: 1015.1974 - logits_profile_predictions_loss: 993.2353 - logcount_predictions_loss: 0.8613 398/2370 [====>.........................] - ETA: 32:50 - loss: 1015.1846 - logits_profile_predictions_loss: 993.2241 - logcount_predictions_loss: 0.8612 399/2370 [====>.........................] - ETA: 32:49 - loss: 1015.1726 - logits_profile_predictions_loss: 993.2138 - logcount_predictions_loss: 0.8611 400/2370 [====>.........................] - ETA: 32:48 - loss: 1015.1610 - logits_profile_predictions_loss: 993.2037 - logcount_predictions_loss: 0.8611 401/2370 [====>.........................] - ETA: 32:47 - loss: 1015.1489 - logits_profile_predictions_loss: 993.1933 - logcount_predictions_loss: 0.8610 402/2370 [====>.........................] - ETA: 32:46 - loss: 1015.1375 - logits_profile_predictions_loss: 993.1835 - logcount_predictions_loss: 0.8609 403/2370 [====>.........................] - ETA: 32:45 - loss: 1015.1266 - logits_profile_predictions_loss: 993.1742 - logcount_predictions_loss: 0.8609 404/2370 [====>.........................] - ETA: 32:44 - loss: 1015.1158 - logits_profile_predictions_loss: 993.1650 - logcount_predictions_loss: 0.8608 405/2370 [====>.........................] - ETA: 32:43 - loss: 1015.1047 - logits_profile_predictions_loss: 993.1555 - logcount_predictions_loss: 0.8608 406/2370 [====>.........................] - ETA: 32:42 - loss: 1015.0931 - logits_profile_predictions_loss: 993.1456 - logcount_predictions_loss: 0.8607 407/2370 [====>.........................] - ETA: 32:41 - loss: 1015.0824 - logits_profile_predictions_loss: 993.1366 - logcount_predictions_loss: 0.8606 408/2370 [====>.........................] - ETA: 32:40 - loss: 1015.0717 - logits_profile_predictions_loss: 993.1275 - logcount_predictions_loss: 0.8606 409/2370 [====>.........................] - ETA: 32:39 - loss: 1015.0599 - logits_profile_predictions_loss: 993.1173 - logcount_predictions_loss: 0.8605 410/2370 [====>.........................] - ETA: 32:38 - loss: 1015.0466 - logits_profile_predictions_loss: 993.1057 - logcount_predictions_loss: 0.8604 411/2370 [====>.........................] - ETA: 32:37 - loss: 1015.0348 - logits_profile_predictions_loss: 993.0955 - logcount_predictions_loss: 0.8604 412/2370 [====>.........................] - ETA: 32:36 - loss: 1015.0242 - logits_profile_predictions_loss: 993.0864 - logcount_predictions_loss: 0.8603 413/2370 [====>.........................] - ETA: 32:35 - loss: 1015.0130 - logits_profile_predictions_loss: 993.0768 - logcount_predictions_loss: 0.8602 414/2370 [====>.........................] - ETA: 32:34 - loss: 1015.0026 - logits_profile_predictions_loss: 993.0679 - logcount_predictions_loss: 0.8602 415/2370 [====>.........................] - ETA: 32:33 - loss: 1014.9909 - logits_profile_predictions_loss: 993.0577 - logcount_predictions_loss: 0.8601 416/2370 [====>.........................] - ETA: 32:32 - loss: 1014.9785 - logits_profile_predictions_loss: 993.0469 - logcount_predictions_loss: 0.8601 417/2370 [====>.........................] - ETA: 32:31 - loss: 1014.9644 - logits_profile_predictions_loss: 993.0344 - logcount_predictions_loss: 0.8600 418/2370 [====>.........................] - ETA: 32:30 - loss: 1014.9496 - logits_profile_predictions_loss: 993.0211 - logcount_predictions_loss: 0.8599 419/2370 [====>.........................] - ETA: 32:29 - loss: 1014.9350 - logits_profile_predictions_loss: 993.0080 - logcount_predictions_loss: 0.8599 420/2370 [====>.........................] - ETA: 32:28 - loss: 1014.9193 - logits_profile_predictions_loss: 992.9939 - logcount_predictions_loss: 0.8598 421/2370 [====>.........................] - ETA: 32:27 - loss: 1014.9039 - logits_profile_predictions_loss: 992.9801 - logcount_predictions_loss: 0.8598 422/2370 [====>.........................] - ETA: 32:26 - loss: 1014.8886 - logits_profile_predictions_loss: 992.9663 - logcount_predictions_loss: 0.8597 423/2370 [====>.........................] - ETA: 32:25 - loss: 1014.8740 - logits_profile_predictions_loss: 992.9533 - logcount_predictions_loss: 0.8596 424/2370 [====>.........................] - ETA: 32:24 - loss: 1014.8604 - logits_profile_predictions_loss: 992.9412 - logcount_predictions_loss: 0.8596 425/2370 [====>.........................] - ETA: 32:23 - loss: 1014.8475 - logits_profile_predictions_loss: 992.9298 - logcount_predictions_loss: 0.8595 426/2370 [====>.........................] - ETA: 32:22 - loss: 1014.8342 - logits_profile_predictions_loss: 992.9181 - logcount_predictions_loss: 0.8595 427/2370 [====>.........................] - ETA: 32:21 - loss: 1014.8211 - logits_profile_predictions_loss: 992.9065 - logcount_predictions_loss: 0.8594 428/2370 [====>.........................] - ETA: 32:20 - loss: 1014.8081 - logits_profile_predictions_loss: 992.8949 - logcount_predictions_loss: 0.8593 429/2370 [====>.........................] - ETA: 32:19 - loss: 1014.7949 - logits_profile_predictions_loss: 992.8832 - logcount_predictions_loss: 0.8593 430/2370 [====>.........................] - ETA: 32:18 - loss: 1014.7818 - logits_profile_predictions_loss: 992.8715 - logcount_predictions_loss: 0.8592 431/2370 [====>.........................] - ETA: 32:17 - loss: 1014.7674 - logits_profile_predictions_loss: 992.8584 - logcount_predictions_loss: 0.8592 432/2370 [====>.........................] - ETA: 32:16 - loss: 1014.7533 - logits_profile_predictions_loss: 992.8456 - logcount_predictions_loss: 0.8591 433/2370 [====>.........................] - ETA: 32:15 - loss: 1014.7398 - logits_profile_predictions_loss: 992.8334 - logcount_predictions_loss: 0.8591 434/2370 [====>.........................] - ETA: 32:14 - loss: 1014.7268 - logits_profile_predictions_loss: 992.8217 - logcount_predictions_loss: 0.8590 435/2370 [====>.........................] - ETA: 32:13 - loss: 1014.7140 - logits_profile_predictions_loss: 992.8101 - logcount_predictions_loss: 0.8590 436/2370 [====>.........................] - ETA: 32:12 - loss: 1014.7009 - logits_profile_predictions_loss: 992.7983 - logcount_predictions_loss: 0.8589 437/2370 [====>.........................] - ETA: 32:11 - loss: 1014.6868 - logits_profile_predictions_loss: 992.7854 - logcount_predictions_loss: 0.8589 438/2370 [====>.........................] - ETA: 32:10 - loss: 1014.6740 - logits_profile_predictions_loss: 992.7738 - 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32:03 - loss: 1014.5889 - logits_profile_predictions_loss: 992.6968 - logcount_predictions_loss: 0.8585 446/2370 [====>.........................] - ETA: 32:02 - loss: 1014.5770 - logits_profile_predictions_loss: 992.6860 - logcount_predictions_loss: 0.8585 447/2370 [====>.........................] - ETA: 32:01 - loss: 1014.5649 - logits_profile_predictions_loss: 992.6749 - logcount_predictions_loss: 0.8584 448/2370 [====>.........................] - ETA: 32:00 - loss: 1014.5528 - logits_profile_predictions_loss: 992.6639 - logcount_predictions_loss: 0.8584 449/2370 [====>.........................] - ETA: 31:59 - loss: 1014.5402 - logits_profile_predictions_loss: 992.6525 - logcount_predictions_loss: 0.8583 450/2370 [====>.........................] - ETA: 31:58 - loss: 1014.5272 - logits_profile_predictions_loss: 992.6406 - logcount_predictions_loss: 0.8583 451/2370 [====>.........................] - ETA: 31:57 - loss: 1014.5143 - logits_profile_predictions_loss: 992.6287 - 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0.8276 2363/2370 [============================>.] - ETA: 6s - loss: 1008.1946 - logits_profile_predictions_loss: 987.0906 - logcount_predictions_loss: 0.8276 2364/2370 [============================>.] - ETA: 5s - loss: 1008.1928 - logits_profile_predictions_loss: 987.0891 - logcount_predictions_loss: 0.8276 2365/2370 [============================>.] - ETA: 4s - loss: 1008.1910 - logits_profile_predictions_loss: 987.0876 - logcount_predictions_loss: 0.8276 2366/2370 [============================>.] - ETA: 3s - loss: 1008.1893 - logits_profile_predictions_loss: 987.0861 - logcount_predictions_loss: 0.8275 2367/2370 [============================>.] - ETA: 2s - loss: 1008.1876 - logits_profile_predictions_loss: 987.0847 - logcount_predictions_loss: 0.8275 2368/2370 [============================>.] - ETA: 1s - loss: 1008.1859 - logits_profile_predictions_loss: 987.0833 - logcount_predictions_loss: 0.8275 2369/2370 [============================>.] - ETA: 0s - loss: 1008.1842 - logits_profile_predictions_loss: 987.0819 - logcount_predictions_loss: 0.8275 2370/2370 [==============================] - ETA: 0s - loss: 1008.1825 - logits_profile_predictions_loss: 987.0805 - logcount_predictions_loss: 0.8275 2370/2370 [==============================] - 2493s 1s/step - loss: 1008.1809 - logits_profile_predictions_loss: 987.0791 - logcount_predictions_loss: 0.8275 - val_loss: 1199.7964 - val_logits_profile_predictions_loss: 1182.2338 - val_logcount_predictions_loss: 0.6887 Epoch 00002: val_loss improved from 1235.20032 to 1199.79639, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 3/50 1/2370 [..............................] - ETA: 40:37 - loss: 1018.3152 - logits_profile_predictions_loss: 1004.8162 - logcount_predictions_loss: 0.5294 2/2370 [..............................] - ETA: 39:29 - loss: 958.1738 - logits_profile_predictions_loss: 944.6946 - logcount_predictions_loss: 0.5286  3/2370 [..............................] - ETA: 39:28 - loss: 937.0083 - logits_profile_predictions_loss: 922.3639 - logcount_predictions_loss: 0.5743 4/2370 [..............................] - ETA: 39:26 - loss: 952.8416 - logits_profile_predictions_loss: 937.2097 - logcount_predictions_loss: 0.6130 5/2370 [..............................] - ETA: 39:26 - loss: 968.9039 - logits_profile_predictions_loss: 952.3053 - logcount_predictions_loss: 0.6509 6/2370 [..............................] - ETA: 39:25 - loss: 981.6196 - logits_profile_predictions_loss: 964.3392 - logcount_predictions_loss: 0.6777 7/2370 [..............................] - ETA: 39:23 - loss: 991.2794 - logits_profile_predictions_loss: 973.4094 - logcount_predictions_loss: 0.7008 8/2370 [..............................] - ETA: 39:23 - loss: 1002.0901 - logits_profile_predictions_loss: 983.7935 - logcount_predictions_loss: 0.7175 9/2370 [..............................] - ETA: 39:22 - loss: 1008.4492 - logits_profile_predictions_loss: 989.7908 - logcount_predictions_loss: 0.7317 10/2370 [..............................] - ETA: 39:22 - loss: 1014.3953 - logits_profile_predictions_loss: 995.3990 - logcount_predictions_loss: 0.7450 11/2370 [..............................] - ETA: 39:21 - loss: 1017.1587 - logits_profile_predictions_loss: 997.9160 - logcount_predictions_loss: 0.7546 12/2370 [..............................] - ETA: 39:19 - loss: 1017.7830 - logits_profile_predictions_loss: 998.3553 - logcount_predictions_loss: 0.7619 13/2370 [..............................] - ETA: 39:18 - loss: 1018.1618 - logits_profile_predictions_loss: 998.6040 - logcount_predictions_loss: 0.7670 14/2370 [..............................] - ETA: 39:17 - loss: 1018.7425 - logits_profile_predictions_loss: 999.0916 - logcount_predictions_loss: 0.7706 15/2370 [..............................] - ETA: 39:16 - loss: 1019.4092 - logits_profile_predictions_loss: 999.6632 - logcount_predictions_loss: 0.7743 16/2370 [..............................] - ETA: 39:15 - loss: 1020.1833 - logits_profile_predictions_loss: 1000.3329 - logcount_predictions_loss: 0.7784 17/2370 [..............................] - ETA: 39:14 - loss: 1021.0421 - logits_profile_predictions_loss: 1001.0851 - logcount_predictions_loss: 0.7826 18/2370 [..............................] - ETA: 39:13 - loss: 1021.7428 - logits_profile_predictions_loss: 1001.7059 - logcount_predictions_loss: 0.7858 19/2370 [..............................] - ETA: 39:12 - loss: 1022.4060 - logits_profile_predictions_loss: 1002.3090 - logcount_predictions_loss: 0.7881 20/2370 [..............................] - ETA: 39:11 - loss: 1022.9863 - logits_profile_predictions_loss: 1002.8443 - logcount_predictions_loss: 0.7899 21/2370 [..............................] - ETA: 39:10 - loss: 1023.5085 - logits_profile_predictions_loss: 1003.3353 - logcount_predictions_loss: 0.7911 22/2370 [..............................] - ETA: 39:09 - loss: 1023.7240 - logits_profile_predictions_loss: 1003.5282 - logcount_predictions_loss: 0.7920 23/2370 [..............................] - ETA: 39:08 - loss: 1023.5961 - logits_profile_predictions_loss: 1003.3899 - logcount_predictions_loss: 0.7924 24/2370 [..............................] - ETA: 39:07 - loss: 1023.0904 - logits_profile_predictions_loss: 1002.8894 - logcount_predictions_loss: 0.7922 25/2370 [..............................] - ETA: 39:06 - loss: 1022.3788 - logits_profile_predictions_loss: 1002.1915 - logcount_predictions_loss: 0.7917 26/2370 [..............................] - ETA: 39:05 - loss: 1021.5284 - logits_profile_predictions_loss: 1001.3569 - logcount_predictions_loss: 0.7910 27/2370 [..............................] - ETA: 39:04 - loss: 1020.9330 - logits_profile_predictions_loss: 1000.7653 - logcount_predictions_loss: 0.7909 28/2370 [..............................] - ETA: 39:03 - loss: 1020.1292 - logits_profile_predictions_loss: 999.9758 - logcount_predictions_loss: 0.7903  29/2370 [..............................] - ETA: 39:02 - loss: 1019.3652 - logits_profile_predictions_loss: 999.2314 - logcount_predictions_loss: 0.7896 30/2370 [..............................] - ETA: 39:01 - loss: 1018.7497 - logits_profile_predictions_loss: 998.6278 - logcount_predictions_loss: 0.7891 31/2370 [..............................] - ETA: 39:00 - loss: 1018.1331 - logits_profile_predictions_loss: 998.0195 - logcount_predictions_loss: 0.7888 32/2370 [..............................] - ETA: 38:59 - loss: 1017.5943 - logits_profile_predictions_loss: 997.4901 - logcount_predictions_loss: 0.7884 33/2370 [..............................] - ETA: 38:58 - loss: 1017.0827 - logits_profile_predictions_loss: 996.9880 - logcount_predictions_loss: 0.7880 34/2370 [..............................] - ETA: 38:57 - loss: 1016.4791 - logits_profile_predictions_loss: 996.3952 - logcount_predictions_loss: 0.7876 35/2370 [..............................] - ETA: 38:56 - loss: 1015.7619 - 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[..............................] - ETA: 38:49 - loss: 1010.1768 - logits_profile_predictions_loss: 990.1953 - logcount_predictions_loss: 0.7836 43/2370 [..............................] - ETA: 38:48 - loss: 1009.4940 - logits_profile_predictions_loss: 989.5290 - logcount_predictions_loss: 0.7829 44/2370 [..............................] - ETA: 38:47 - loss: 1008.8544 - logits_profile_predictions_loss: 988.9042 - logcount_predictions_loss: 0.7824 45/2370 [..............................] - ETA: 38:46 - loss: 1008.2358 - logits_profile_predictions_loss: 988.2987 - logcount_predictions_loss: 0.7818 46/2370 [..............................] - ETA: 38:45 - loss: 1007.5938 - logits_profile_predictions_loss: 987.6655 - logcount_predictions_loss: 0.7815 47/2370 [..............................] - ETA: 38:44 - loss: 1007.0792 - logits_profile_predictions_loss: 987.1587 - logcount_predictions_loss: 0.7812 48/2370 [..............................] - ETA: 38:43 - loss: 1006.6026 - 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[..............................] - ETA: 38:36 - loss: 1005.6675 - logits_profile_predictions_loss: 985.7415 - logcount_predictions_loss: 0.7814 56/2370 [..............................] - ETA: 38:35 - loss: 1005.6417 - logits_profile_predictions_loss: 985.7075 - logcount_predictions_loss: 0.7817 57/2370 [..............................] - ETA: 38:34 - loss: 1005.6296 - logits_profile_predictions_loss: 985.6854 - logcount_predictions_loss: 0.7821 58/2370 [..............................] - ETA: 38:33 - loss: 1005.6048 - logits_profile_predictions_loss: 985.6479 - logcount_predictions_loss: 0.7826 59/2370 [..............................] - ETA: 38:32 - loss: 1005.5721 - logits_profile_predictions_loss: 985.6026 - logcount_predictions_loss: 0.7831 60/2370 [..............................] - ETA: 38:31 - loss: 1005.5479 - logits_profile_predictions_loss: 985.5647 - logcount_predictions_loss: 0.7837 61/2370 [..............................] - ETA: 38:30 - loss: 1005.4965 - 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[..............................] - ETA: 38:23 - loss: 1005.4610 - logits_profile_predictions_loss: 985.3977 - logcount_predictions_loss: 0.7868 69/2370 [..............................] - ETA: 38:22 - loss: 1005.5174 - logits_profile_predictions_loss: 985.4482 - logcount_predictions_loss: 0.7870 70/2370 [..............................] - ETA: 38:21 - loss: 1005.5474 - logits_profile_predictions_loss: 985.4719 - logcount_predictions_loss: 0.7873 71/2370 [..............................] - ETA: 38:20 - loss: 1005.5640 - logits_profile_predictions_loss: 985.4835 - logcount_predictions_loss: 0.7875 72/2370 [..............................] - ETA: 38:19 - loss: 1005.6156 - logits_profile_predictions_loss: 985.5306 - logcount_predictions_loss: 0.7876 73/2370 [..............................] - ETA: 38:18 - loss: 1005.6536 - logits_profile_predictions_loss: 985.5650 - logcount_predictions_loss: 0.7878 74/2370 [..............................] - ETA: 38:17 - loss: 1005.7250 - 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[===>..........................] - ETA: 33:23 - loss: 992.4345 - logits_profile_predictions_loss: 972.8713 - logcount_predictions_loss: 0.7672 368/2370 [===>..........................] - ETA: 33:22 - loss: 992.4335 - logits_profile_predictions_loss: 972.8710 - logcount_predictions_loss: 0.7672 369/2370 [===>..........................] - ETA: 33:21 - loss: 992.4337 - logits_profile_predictions_loss: 972.8720 - logcount_predictions_loss: 0.7671 370/2370 [===>..........................] - ETA: 33:20 - loss: 992.4333 - logits_profile_predictions_loss: 972.8724 - logcount_predictions_loss: 0.7671 371/2370 [===>..........................] - ETA: 33:19 - loss: 992.4332 - logits_profile_predictions_loss: 972.8730 - logcount_predictions_loss: 0.7671 372/2370 [===>..........................] - ETA: 33:18 - loss: 992.4340 - logits_profile_predictions_loss: 972.8745 - logcount_predictions_loss: 0.7670 373/2370 [===>..........................] - ETA: 33:17 - loss: 992.4366 - logits_profile_predictions_loss: 972.8778 - logcount_predictions_loss: 0.7670 374/2370 [===>..........................] - ETA: 33:16 - loss: 992.4386 - logits_profile_predictions_loss: 972.8806 - logcount_predictions_loss: 0.7670 375/2370 [===>..........................] - ETA: 33:15 - loss: 992.4406 - logits_profile_predictions_loss: 972.8833 - logcount_predictions_loss: 0.7670 376/2370 [===>..........................] - ETA: 33:14 - loss: 992.4406 - logits_profile_predictions_loss: 972.8841 - logcount_predictions_loss: 0.7669 377/2370 [===>..........................] - ETA: 33:13 - loss: 992.4412 - logits_profile_predictions_loss: 972.8855 - logcount_predictions_loss: 0.7669 378/2370 [===>..........................] - ETA: 33:12 - loss: 992.4402 - logits_profile_predictions_loss: 972.8854 - logcount_predictions_loss: 0.7669 379/2370 [===>..........................] - ETA: 33:11 - loss: 992.4392 - logits_profile_predictions_loss: 972.8853 - logcount_predictions_loss: 0.7668 380/2370 [===>..........................] - ETA: 33:10 - loss: 992.4373 - logits_profile_predictions_loss: 972.8843 - logcount_predictions_loss: 0.7668 381/2370 [===>..........................] - ETA: 33:09 - loss: 992.4364 - logits_profile_predictions_loss: 972.8843 - logcount_predictions_loss: 0.7668 382/2370 [===>..........................] - ETA: 33:08 - loss: 992.4344 - logits_profile_predictions_loss: 972.8833 - logcount_predictions_loss: 0.7667 383/2370 [===>..........................] - ETA: 33:07 - loss: 992.4306 - logits_profile_predictions_loss: 972.8804 - logcount_predictions_loss: 0.7667 384/2370 [===>..........................] - ETA: 33:06 - loss: 992.4263 - logits_profile_predictions_loss: 972.8770 - logcount_predictions_loss: 0.7666 385/2370 [===>..........................] - ETA: 33:05 - loss: 992.4219 - logits_profile_predictions_loss: 972.8735 - logcount_predictions_loss: 0.7666 386/2370 [===>..........................] - ETA: 33:04 - loss: 992.4166 - logits_profile_predictions_loss: 972.8691 - logcount_predictions_loss: 0.7666 387/2370 [===>..........................] - ETA: 33:03 - loss: 992.4108 - logits_profile_predictions_loss: 972.8642 - logcount_predictions_loss: 0.7665 388/2370 [===>..........................] - ETA: 33:02 - loss: 992.4058 - logits_profile_predictions_loss: 972.8602 - logcount_predictions_loss: 0.7665 389/2370 [===>..........................] - ETA: 33:01 - loss: 992.4000 - logits_profile_predictions_loss: 972.8554 - logcount_predictions_loss: 0.7665 390/2370 [===>..........................] - ETA: 33:00 - loss: 992.3944 - logits_profile_predictions_loss: 972.8506 - logcount_predictions_loss: 0.7664 391/2370 [===>..........................] - ETA: 32:59 - loss: 992.3887 - logits_profile_predictions_loss: 972.8459 - logcount_predictions_loss: 0.7664 392/2370 [===>..........................] - ETA: 32:58 - loss: 992.3828 - logits_profile_predictions_loss: 972.8409 - logcount_predictions_loss: 0.7664 393/2370 [===>..........................] - ETA: 32:57 - loss: 992.3769 - logits_profile_predictions_loss: 972.8360 - logcount_predictions_loss: 0.7663 394/2370 [===>..........................] - ETA: 32:56 - loss: 992.3703 - logits_profile_predictions_loss: 972.8302 - logcount_predictions_loss: 0.7663 395/2370 [====>.........................] - ETA: 32:55 - loss: 992.3634 - logits_profile_predictions_loss: 972.8242 - logcount_predictions_loss: 0.7663 396/2370 [====>.........................] - ETA: 32:54 - loss: 992.3566 - logits_profile_predictions_loss: 972.8182 - logcount_predictions_loss: 0.7662 397/2370 [====>.........................] - ETA: 32:53 - loss: 992.3498 - logits_profile_predictions_loss: 972.8123 - logcount_predictions_loss: 0.7662 398/2370 [====>.........................] - ETA: 32:52 - loss: 992.3452 - logits_profile_predictions_loss: 972.8086 - logcount_predictions_loss: 0.7661 399/2370 [====>.........................] - ETA: 32:51 - loss: 992.3395 - logits_profile_predictions_loss: 972.8038 - logcount_predictions_loss: 0.7661 400/2370 [====>.........................] - ETA: 32:50 - loss: 992.3324 - logits_profile_predictions_loss: 972.7975 - logcount_predictions_loss: 0.7661 401/2370 [====>.........................] - ETA: 32:49 - loss: 992.3265 - logits_profile_predictions_loss: 972.7925 - logcount_predictions_loss: 0.7660 402/2370 [====>.........................] - ETA: 32:48 - loss: 992.3199 - logits_profile_predictions_loss: 972.7868 - logcount_predictions_loss: 0.7660 403/2370 [====>.........................] - ETA: 32:47 - loss: 992.3141 - logits_profile_predictions_loss: 972.7819 - logcount_predictions_loss: 0.7660 404/2370 [====>.........................] - ETA: 32:46 - loss: 992.3087 - logits_profile_predictions_loss: 972.7773 - logcount_predictions_loss: 0.7659 405/2370 [====>.........................] - ETA: 32:45 - loss: 992.3034 - logits_profile_predictions_loss: 972.7728 - logcount_predictions_loss: 0.7659 406/2370 [====>.........................] - ETA: 32:44 - loss: 992.2986 - logits_profile_predictions_loss: 972.7689 - logcount_predictions_loss: 0.7659 407/2370 [====>.........................] - ETA: 32:43 - loss: 992.2944 - logits_profile_predictions_loss: 972.7656 - logcount_predictions_loss: 0.7658 408/2370 [====>.........................] - ETA: 32:42 - loss: 992.2890 - logits_profile_predictions_loss: 972.7611 - logcount_predictions_loss: 0.7658 409/2370 [====>.........................] - ETA: 32:41 - loss: 992.2851 - logits_profile_predictions_loss: 972.7581 - logcount_predictions_loss: 0.7658 410/2370 [====>.........................] - ETA: 32:40 - loss: 992.2810 - logits_profile_predictions_loss: 972.7550 - logcount_predictions_loss: 0.7657 411/2370 [====>.........................] - ETA: 32:39 - loss: 992.2765 - logits_profile_predictions_loss: 972.7514 - logcount_predictions_loss: 0.7657 412/2370 [====>.........................] - ETA: 32:38 - loss: 992.2713 - logits_profile_predictions_loss: 972.7471 - logcount_predictions_loss: 0.7657 413/2370 [====>.........................] - ETA: 32:37 - loss: 992.2651 - logits_profile_predictions_loss: 972.7419 - logcount_predictions_loss: 0.7656 414/2370 [====>.........................] - ETA: 32:36 - loss: 992.2595 - logits_profile_predictions_loss: 972.7372 - logcount_predictions_loss: 0.7656 415/2370 [====>.........................] - ETA: 32:35 - loss: 992.2540 - logits_profile_predictions_loss: 972.7326 - logcount_predictions_loss: 0.7656 416/2370 [====>.........................] - ETA: 32:34 - loss: 992.2489 - logits_profile_predictions_loss: 972.7285 - logcount_predictions_loss: 0.7655 417/2370 [====>.........................] - ETA: 32:33 - loss: 992.2436 - logits_profile_predictions_loss: 972.7241 - logcount_predictions_loss: 0.7655 418/2370 [====>.........................] - ETA: 32:32 - loss: 992.2390 - logits_profile_predictions_loss: 972.7204 - logcount_predictions_loss: 0.7654 419/2370 [====>.........................] - ETA: 32:31 - loss: 992.2348 - logits_profile_predictions_loss: 972.7171 - logcount_predictions_loss: 0.7654 420/2370 [====>.........................] - ETA: 32:30 - loss: 992.2315 - logits_profile_predictions_loss: 972.7148 - logcount_predictions_loss: 0.7654 421/2370 [====>.........................] - ETA: 32:29 - loss: 992.2284 - logits_profile_predictions_loss: 972.7126 - logcount_predictions_loss: 0.7653 422/2370 [====>.........................] - ETA: 32:28 - loss: 992.2247 - logits_profile_predictions_loss: 972.7099 - logcount_predictions_loss: 0.7653 423/2370 [====>.........................] - ETA: 32:27 - loss: 992.2204 - logits_profile_predictions_loss: 972.7065 - logcount_predictions_loss: 0.7653 424/2370 [====>.........................] - ETA: 32:26 - loss: 992.2162 - logits_profile_predictions_loss: 972.7032 - logcount_predictions_loss: 0.7652 425/2370 [====>.........................] - ETA: 32:25 - loss: 992.2112 - logits_profile_predictions_loss: 972.6991 - logcount_predictions_loss: 0.7652 426/2370 [====>.........................] - ETA: 32:24 - loss: 992.2067 - logits_profile_predictions_loss: 972.6955 - logcount_predictions_loss: 0.7652 427/2370 [====>.........................] - ETA: 32:23 - loss: 992.2014 - logits_profile_predictions_loss: 972.6911 - logcount_predictions_loss: 0.7651 428/2370 [====>.........................] - ETA: 32:22 - loss: 992.1961 - logits_profile_predictions_loss: 972.6867 - logcount_predictions_loss: 0.7651 429/2370 [====>.........................] - ETA: 32:21 - loss: 992.1911 - logits_profile_predictions_loss: 972.6826 - logcount_predictions_loss: 0.7650 430/2370 [====>.........................] - ETA: 32:20 - loss: 992.1862 - logits_profile_predictions_loss: 972.6786 - logcount_predictions_loss: 0.7650 431/2370 [====>.........................] - ETA: 32:19 - loss: 992.1805 - logits_profile_predictions_loss: 972.6739 - logcount_predictions_loss: 0.7650 432/2370 [====>.........................] - ETA: 32:18 - loss: 992.1739 - logits_profile_predictions_loss: 972.6682 - logcount_predictions_loss: 0.7649 433/2370 [====>.........................] - ETA: 32:17 - loss: 992.1674 - logits_profile_predictions_loss: 972.6627 - logcount_predictions_loss: 0.7649 434/2370 [====>.........................] - ETA: 32:16 - loss: 992.1620 - logits_profile_predictions_loss: 972.6582 - logcount_predictions_loss: 0.7649 435/2370 [====>.........................] - ETA: 32:15 - loss: 992.1562 - logits_profile_predictions_loss: 972.6532 - logcount_predictions_loss: 0.7648 436/2370 [====>.........................] - ETA: 32:14 - loss: 992.1492 - logits_profile_predictions_loss: 972.6472 - logcount_predictions_loss: 0.7648 437/2370 [====>.........................] - ETA: 32:13 - loss: 992.1430 - logits_profile_predictions_loss: 972.6418 - logcount_predictions_loss: 0.7648 438/2370 [====>.........................] - ETA: 32:12 - loss: 992.1365 - logits_profile_predictions_loss: 972.6362 - logcount_predictions_loss: 0.7647 439/2370 [====>.........................] - ETA: 32:11 - loss: 992.1292 - logits_profile_predictions_loss: 972.6299 - logcount_predictions_loss: 0.7647 440/2370 [====>.........................] - ETA: 32:10 - loss: 992.1229 - logits_profile_predictions_loss: 972.6245 - logcount_predictions_loss: 0.7646 441/2370 [====>.........................] - ETA: 32:09 - loss: 992.1167 - logits_profile_predictions_loss: 972.6191 - logcount_predictions_loss: 0.7646 442/2370 [====>.........................] - ETA: 32:08 - loss: 992.1103 - logits_profile_predictions_loss: 972.6136 - logcount_predictions_loss: 0.7646 443/2370 [====>.........................] - ETA: 32:07 - loss: 992.1040 - logits_profile_predictions_loss: 972.6082 - logcount_predictions_loss: 0.7645 444/2370 [====>.........................] - ETA: 32:06 - loss: 992.0970 - logits_profile_predictions_loss: 972.6021 - logcount_predictions_loss: 0.7645 445/2370 [====>.........................] - ETA: 32:05 - loss: 992.0906 - logits_profile_predictions_loss: 972.5965 - logcount_predictions_loss: 0.7645 446/2370 [====>.........................] - ETA: 32:04 - loss: 992.0848 - logits_profile_predictions_loss: 972.5916 - logcount_predictions_loss: 0.7644 447/2370 [====>.........................] - ETA: 32:03 - loss: 992.0795 - logits_profile_predictions_loss: 972.5870 - logcount_predictions_loss: 0.7644 448/2370 [====>.........................] - ETA: 32:02 - loss: 992.0740 - logits_profile_predictions_loss: 972.5824 - logcount_predictions_loss: 0.7644 449/2370 [====>.........................] - ETA: 32:01 - loss: 992.0677 - logits_profile_predictions_loss: 972.5769 - logcount_predictions_loss: 0.7643 450/2370 [====>.........................] - ETA: 32:00 - loss: 992.0612 - logits_profile_predictions_loss: 972.5713 - logcount_predictions_loss: 0.7643 451/2370 [====>.........................] - ETA: 31:59 - loss: 992.0550 - logits_profile_predictions_loss: 972.5660 - logcount_predictions_loss: 0.7643 452/2370 [====>.........................] - ETA: 31:58 - loss: 992.0498 - logits_profile_predictions_loss: 972.5616 - logcount_predictions_loss: 0.7642 453/2370 [====>.........................] - ETA: 31:57 - loss: 992.0456 - logits_profile_predictions_loss: 972.5582 - logcount_predictions_loss: 0.7642 454/2370 [====>.........................] - ETA: 31:56 - loss: 992.0411 - logits_profile_predictions_loss: 972.5545 - logcount_predictions_loss: 0.7642 455/2370 [====>.........................] - ETA: 31:55 - loss: 992.0368 - logits_profile_predictions_loss: 972.5511 - logcount_predictions_loss: 0.7641 456/2370 [====>.........................] - ETA: 31:54 - loss: 992.0331 - logits_profile_predictions_loss: 972.5482 - logcount_predictions_loss: 0.7641 457/2370 [====>.........................] - ETA: 31:53 - loss: 992.0287 - logits_profile_predictions_loss: 972.5445 - logcount_predictions_loss: 0.7641 458/2370 [====>.........................] - ETA: 31:52 - loss: 992.0240 - logits_profile_predictions_loss: 972.5407 - logcount_predictions_loss: 0.7641 459/2370 [====>.........................] - ETA: 31:51 - loss: 992.0197 - logits_profile_predictions_loss: 972.5371 - logcount_predictions_loss: 0.7640 460/2370 [====>.........................] - ETA: 31:50 - loss: 992.0143 - logits_profile_predictions_loss: 972.5325 - logcount_predictions_loss: 0.7640 461/2370 [====>.........................] - ETA: 31:49 - loss: 992.0101 - logits_profile_predictions_loss: 972.5290 - logcount_predictions_loss: 0.7640 462/2370 [====>.........................] - ETA: 31:48 - loss: 992.0062 - logits_profile_predictions_loss: 972.5258 - logcount_predictions_loss: 0.7639 463/2370 [====>.........................] - ETA: 31:47 - loss: 992.0024 - logits_profile_predictions_loss: 972.5227 - logcount_predictions_loss: 0.7639 464/2370 [====>.........................] - ETA: 31:46 - loss: 991.9984 - logits_profile_predictions_loss: 972.5195 - logcount_predictions_loss: 0.7639 465/2370 [====>.........................] - ETA: 31:45 - loss: 991.9945 - logits_profile_predictions_loss: 972.5163 - logcount_predictions_loss: 0.7639 466/2370 [====>.........................] - ETA: 31:44 - loss: 991.9908 - logits_profile_predictions_loss: 972.5132 - logcount_predictions_loss: 0.7638 467/2370 [====>.........................] - ETA: 31:43 - loss: 991.9872 - logits_profile_predictions_loss: 972.5103 - logcount_predictions_loss: 0.7638 468/2370 [====>.........................] - ETA: 31:42 - loss: 991.9830 - logits_profile_predictions_loss: 972.5069 - logcount_predictions_loss: 0.7638 469/2370 [====>.........................] - ETA: 31:41 - loss: 991.9789 - logits_profile_predictions_loss: 972.5035 - logcount_predictions_loss: 0.7637 470/2370 [====>.........................] - ETA: 31:40 - loss: 991.9749 - logits_profile_predictions_loss: 972.5002 - logcount_predictions_loss: 0.7637 471/2370 [====>.........................] - ETA: 31:39 - loss: 991.9706 - logits_profile_predictions_loss: 972.4966 - logcount_predictions_loss: 0.7637 472/2370 [====>.........................] - ETA: 31:38 - loss: 991.9655 - logits_profile_predictions_loss: 972.4922 - logcount_predictions_loss: 0.7637 473/2370 [====>.........................] - ETA: 31:37 - loss: 991.9605 - logits_profile_predictions_loss: 972.4879 - logcount_predictions_loss: 0.7636 474/2370 [=====>........................] - ETA: 31:36 - loss: 991.9547 - logits_profile_predictions_loss: 972.4829 - logcount_predictions_loss: 0.7636 475/2370 [=====>........................] - ETA: 31:35 - loss: 991.9483 - logits_profile_predictions_loss: 972.4771 - logcount_predictions_loss: 0.7636 476/2370 [=====>........................] - ETA: 31:34 - loss: 991.9417 - logits_profile_predictions_loss: 972.4712 - logcount_predictions_loss: 0.7635 477/2370 [=====>........................] - ETA: 31:33 - loss: 991.9359 - logits_profile_predictions_loss: 972.4662 - logcount_predictions_loss: 0.7635 478/2370 [=====>........................] - ETA: 31:32 - loss: 991.9307 - logits_profile_predictions_loss: 972.4616 - logcount_predictions_loss: 0.7635 479/2370 [=====>........................] - ETA: 31:31 - loss: 991.9253 - logits_profile_predictions_loss: 972.4569 - logcount_predictions_loss: 0.7635 480/2370 [=====>........................] - ETA: 31:30 - loss: 991.9202 - logits_profile_predictions_loss: 972.4524 - logcount_predictions_loss: 0.7634 481/2370 [=====>........................] - ETA: 31:29 - loss: 991.9147 - logits_profile_predictions_loss: 972.4475 - logcount_predictions_loss: 0.7634 482/2370 [=====>........................] - ETA: 31:28 - loss: 991.9090 - logits_profile_predictions_loss: 972.4424 - logcount_predictions_loss: 0.7634 483/2370 [=====>........................] - ETA: 31:27 - loss: 991.9025 - logits_profile_predictions_loss: 972.4365 - logcount_predictions_loss: 0.7634 484/2370 [=====>........................] - ETA: 31:26 - loss: 991.8959 - logits_profile_predictions_loss: 972.4305 - logcount_predictions_loss: 0.7633 485/2370 [=====>........................] - ETA: 31:25 - loss: 991.8887 - logits_profile_predictions_loss: 972.4240 - logcount_predictions_loss: 0.7633 486/2370 [=====>........................] - ETA: 31:24 - loss: 991.8827 - logits_profile_predictions_loss: 972.4186 - logcount_predictions_loss: 0.7633 487/2370 [=====>........................] - ETA: 31:23 - loss: 991.8764 - logits_profile_predictions_loss: 972.4130 - logcount_predictions_loss: 0.7633 488/2370 [=====>........................] - ETA: 31:22 - loss: 991.8707 - logits_profile_predictions_loss: 972.4079 - logcount_predictions_loss: 0.7633 489/2370 [=====>........................] - ETA: 31:21 - loss: 991.8646 - logits_profile_predictions_loss: 972.4024 - logcount_predictions_loss: 0.7632 490/2370 [=====>........................] - ETA: 31:20 - loss: 991.8580 - 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[============================>.] - ETA: 14s - loss: 983.3253 - logits_profile_predictions_loss: 964.3076 - logcount_predictions_loss: 0.7458 2357/2370 [============================>.] - ETA: 13s - loss: 983.3238 - logits_profile_predictions_loss: 964.3063 - logcount_predictions_loss: 0.7458 2358/2370 [============================>.] - ETA: 12s - loss: 983.3224 - logits_profile_predictions_loss: 964.3050 - logcount_predictions_loss: 0.7458 2359/2370 [============================>.] - ETA: 11s - loss: 983.3209 - logits_profile_predictions_loss: 964.3037 - logcount_predictions_loss: 0.7458 2360/2370 [============================>.] - ETA: 10s - loss: 983.3195 - logits_profile_predictions_loss: 964.3025 - logcount_predictions_loss: 0.7458 2361/2370 [============================>.] - ETA: 9s - loss: 983.3182 - logits_profile_predictions_loss: 964.3013 - logcount_predictions_loss: 0.7457  2362/2370 [============================>.] - ETA: 8s - loss: 983.3168 - logits_profile_predictions_loss: 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loss: 983.3073 - logits_profile_predictions_loss: 964.2918 - logcount_predictions_loss: 0.7457 2370/2370 [==============================] - ETA: 0s - loss: 983.3060 - logits_profile_predictions_loss: 964.2907 - logcount_predictions_loss: 0.7457 2370/2370 [==============================] - 2495s 1s/step - loss: 983.3048 - logits_profile_predictions_loss: 964.2896 - logcount_predictions_loss: 0.7457 - val_loss: 1160.7454 - val_logits_profile_predictions_loss: 1144.4285 - val_logcount_predictions_loss: 0.6399 Epoch 00003: val_loss improved from 1199.79639 to 1160.74536, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 4/50 1/2370 [..............................] - ETA: 40:46 - loss: 1010.0557 - logits_profile_predictions_loss: 988.0016 - logcount_predictions_loss: 0.8649 2/2370 [..............................] - ETA: 39:34 - loss: 982.3828 - logits_profile_predictions_loss: 961.4471 - logcount_predictions_loss: 0.8210  3/2370 [..............................] - ETA: 39:32 - loss: 1008.3757 - logits_profile_predictions_loss: 987.9312 - logcount_predictions_loss: 0.8017 4/2370 [..............................] - ETA: 39:30 - loss: 1012.7306 - logits_profile_predictions_loss: 992.8734 - logcount_predictions_loss: 0.7787 5/2370 [..............................] - ETA: 39:30 - loss: 1014.6099 - logits_profile_predictions_loss: 995.1616 - logcount_predictions_loss: 0.7627 6/2370 [..............................] - ETA: 39:29 - loss: 1015.7443 - logits_profile_predictions_loss: 996.6747 - logcount_predictions_loss: 0.7478 7/2370 [..............................] - ETA: 39:28 - loss: 1012.9063 - logits_profile_predictions_loss: 994.1719 - logcount_predictions_loss: 0.7347 8/2370 [..............................] - ETA: 39:27 - loss: 1010.2161 - logits_profile_predictions_loss: 991.7811 - logcount_predictions_loss: 0.7229 9/2370 [..............................] - ETA: 39:27 - loss: 1007.7558 - logits_profile_predictions_loss: 989.5631 - logcount_predictions_loss: 0.7134 10/2370 [..............................] - ETA: 39:26 - loss: 1004.1761 - logits_profile_predictions_loss: 986.2053 - logcount_predictions_loss: 0.7047 11/2370 [..............................] - ETA: 39:25 - loss: 999.7579 - logits_profile_predictions_loss: 981.9764 - logcount_predictions_loss: 0.6973  12/2370 [..............................] - ETA: 39:23 - loss: 996.8768 - logits_profile_predictions_loss: 979.2831 - logcount_predictions_loss: 0.6899 13/2370 [..............................] - ETA: 39:22 - loss: 993.5630 - logits_profile_predictions_loss: 976.0968 - logcount_predictions_loss: 0.6850 14/2370 [..............................] - ETA: 39:20 - loss: 990.5335 - logits_profile_predictions_loss: 973.1897 - logcount_predictions_loss: 0.6801 15/2370 [..............................] - ETA: 39:19 - loss: 988.1090 - logits_profile_predictions_loss: 970.8463 - logcount_predictions_loss: 0.6770 16/2370 [..............................] - ETA: 39:18 - loss: 986.3213 - logits_profile_predictions_loss: 969.1062 - logcount_predictions_loss: 0.6751 17/2370 [..............................] - ETA: 39:17 - loss: 984.0495 - logits_profile_predictions_loss: 966.8884 - logcount_predictions_loss: 0.6730 18/2370 [..............................] - ETA: 39:16 - loss: 982.0911 - logits_profile_predictions_loss: 964.9756 - logcount_predictions_loss: 0.6712 19/2370 [..............................] - ETA: 39:15 - loss: 980.1486 - logits_profile_predictions_loss: 963.0686 - logcount_predictions_loss: 0.6698 20/2370 [..............................] - ETA: 39:14 - loss: 978.4480 - logits_profile_predictions_loss: 961.3921 - logcount_predictions_loss: 0.6689 21/2370 [..............................] - ETA: 39:13 - loss: 976.9842 - logits_profile_predictions_loss: 959.9364 - logcount_predictions_loss: 0.6685 22/2370 [..............................] - ETA: 39:12 - loss: 975.6434 - 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[..............................] - ETA: 39:04 - loss: 969.4276 - logits_profile_predictions_loss: 952.4283 - logcount_predictions_loss: 0.6666 30/2370 [..............................] - ETA: 39:03 - loss: 968.6965 - logits_profile_predictions_loss: 951.7020 - logcount_predictions_loss: 0.6664 31/2370 [..............................] - ETA: 39:02 - loss: 968.1433 - logits_profile_predictions_loss: 951.1493 - logcount_predictions_loss: 0.6664 32/2370 [..............................] - ETA: 39:01 - loss: 967.5764 - logits_profile_predictions_loss: 950.5845 - logcount_predictions_loss: 0.6663 33/2370 [..............................] - ETA: 39:00 - loss: 966.8857 - logits_profile_predictions_loss: 949.8898 - logcount_predictions_loss: 0.6665 34/2370 [..............................] - ETA: 38:59 - loss: 966.1938 - logits_profile_predictions_loss: 949.1903 - logcount_predictions_loss: 0.6668 35/2370 [..............................] - ETA: 38:58 - loss: 965.6488 - 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[..............................] - ETA: 38:51 - loss: 962.2336 - logits_profile_predictions_loss: 945.1262 - logcount_predictions_loss: 0.6709 43/2370 [..............................] - ETA: 38:50 - loss: 961.8425 - logits_profile_predictions_loss: 944.7149 - logcount_predictions_loss: 0.6717 44/2370 [..............................] - ETA: 38:49 - loss: 961.4560 - logits_profile_predictions_loss: 944.3086 - logcount_predictions_loss: 0.6724 45/2370 [..............................] - ETA: 38:48 - loss: 961.0355 - logits_profile_predictions_loss: 943.8697 - logcount_predictions_loss: 0.6732 46/2370 [..............................] - ETA: 38:47 - loss: 960.5686 - logits_profile_predictions_loss: 943.3856 - logcount_predictions_loss: 0.6738 47/2370 [..............................] - ETA: 38:46 - loss: 960.1630 - logits_profile_predictions_loss: 942.9640 - logcount_predictions_loss: 0.6745 48/2370 [..............................] - ETA: 38:45 - loss: 959.8209 - 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[..............................] - ETA: 38:37 - loss: 958.8101 - logits_profile_predictions_loss: 941.5135 - logcount_predictions_loss: 0.6783 56/2370 [..............................] - ETA: 38:36 - loss: 958.7617 - logits_profile_predictions_loss: 941.4538 - logcount_predictions_loss: 0.6787 57/2370 [..............................] - ETA: 38:35 - loss: 958.7364 - logits_profile_predictions_loss: 941.4169 - logcount_predictions_loss: 0.6792 58/2370 [..............................] - ETA: 38:34 - loss: 958.6801 - logits_profile_predictions_loss: 941.3460 - logcount_predictions_loss: 0.6798 59/2370 [..............................] - ETA: 38:33 - loss: 958.6255 - logits_profile_predictions_loss: 941.2759 - logcount_predictions_loss: 0.6804 60/2370 [..............................] - ETA: 38:32 - loss: 958.5891 - logits_profile_predictions_loss: 941.2252 - logcount_predictions_loss: 0.6809 61/2370 [..............................] - ETA: 38:31 - loss: 958.5464 - 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[..............................] - ETA: 38:24 - loss: 958.2591 - logits_profile_predictions_loss: 940.8200 - logcount_predictions_loss: 0.6839 69/2370 [..............................] - ETA: 38:23 - loss: 958.2308 - logits_profile_predictions_loss: 940.7855 - logcount_predictions_loss: 0.6841 70/2370 [..............................] - ETA: 38:22 - loss: 958.1910 - logits_profile_predictions_loss: 940.7407 - logcount_predictions_loss: 0.6843 71/2370 [..............................] - ETA: 38:21 - loss: 958.1416 - logits_profile_predictions_loss: 940.6868 - logcount_predictions_loss: 0.6845 72/2370 [..............................] - ETA: 38:20 - loss: 958.0724 - logits_profile_predictions_loss: 940.6140 - logcount_predictions_loss: 0.6846 73/2370 [..............................] - ETA: 38:19 - loss: 958.0103 - logits_profile_predictions_loss: 940.5487 - logcount_predictions_loss: 0.6848 74/2370 [..............................] - ETA: 38:18 - loss: 957.9439 - 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[>.............................] - ETA: 38:11 - loss: 957.6183 - logits_profile_predictions_loss: 940.1418 - logcount_predictions_loss: 0.6853 82/2370 [>.............................] - ETA: 38:10 - loss: 957.5955 - logits_profile_predictions_loss: 940.1166 - logcount_predictions_loss: 0.6854 83/2370 [>.............................] - ETA: 38:09 - loss: 957.5658 - logits_profile_predictions_loss: 940.0836 - logcount_predictions_loss: 0.6856 84/2370 [>.............................] - ETA: 38:08 - loss: 957.5304 - logits_profile_predictions_loss: 940.0458 - logcount_predictions_loss: 0.6857 85/2370 [>.............................] - ETA: 38:07 - loss: 957.5078 - logits_profile_predictions_loss: 940.0206 - logcount_predictions_loss: 0.6858 86/2370 [>.............................] - ETA: 38:06 - loss: 957.5057 - logits_profile_predictions_loss: 940.0163 - logcount_predictions_loss: 0.6859 87/2370 [>.............................] - ETA: 38:05 - loss: 957.5205 - 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[>.............................] - ETA: 37:58 - loss: 957.7037 - logits_profile_predictions_loss: 940.1978 - logcount_predictions_loss: 0.6865 95/2370 [>.............................] - ETA: 37:57 - loss: 957.6964 - logits_profile_predictions_loss: 940.1881 - logcount_predictions_loss: 0.6866 96/2370 [>.............................] - ETA: 37:56 - loss: 957.6843 - logits_profile_predictions_loss: 940.1739 - logcount_predictions_loss: 0.6867 97/2370 [>.............................] - ETA: 37:55 - loss: 957.6655 - logits_profile_predictions_loss: 940.1525 - logcount_predictions_loss: 0.6868 98/2370 [>.............................] - ETA: 37:54 - loss: 957.6524 - logits_profile_predictions_loss: 940.1370 - logcount_predictions_loss: 0.6869 99/2370 [>.............................] - ETA: 37:53 - loss: 957.6407 - logits_profile_predictions_loss: 940.1229 - logcount_predictions_loss: 0.6870 100/2370 [>.............................] - ETA: 37:52 - loss: 957.6417 - 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logits_profile_predictions_loss: 942.2067 - logcount_predictions_loss: 0.6831 374/2370 [===>..........................] - ETA: 33:17 - loss: 959.6368 - logits_profile_predictions_loss: 942.2183 - logcount_predictions_loss: 0.6831 375/2370 [===>..........................] - ETA: 33:16 - loss: 959.6481 - logits_profile_predictions_loss: 942.2294 - logcount_predictions_loss: 0.6831 376/2370 [===>..........................] - ETA: 33:15 - loss: 959.6603 - logits_profile_predictions_loss: 942.2416 - logcount_predictions_loss: 0.6831 377/2370 [===>..........................] - ETA: 33:14 - loss: 959.6730 - logits_profile_predictions_loss: 942.2542 - logcount_predictions_loss: 0.6831 378/2370 [===>..........................] - ETA: 33:13 - loss: 959.6839 - logits_profile_predictions_loss: 942.2651 - logcount_predictions_loss: 0.6831 379/2370 [===>..........................] - ETA: 33:12 - loss: 959.6952 - logits_profile_predictions_loss: 942.2764 - logcount_predictions_loss: 0.6831 380/2370 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logits_profile_predictions_loss: 942.3647 - logcount_predictions_loss: 0.6831 387/2370 [===>..........................] - ETA: 33:04 - loss: 959.7970 - logits_profile_predictions_loss: 942.3778 - logcount_predictions_loss: 0.6831 388/2370 [===>..........................] - ETA: 33:03 - loss: 959.8098 - logits_profile_predictions_loss: 942.3904 - logcount_predictions_loss: 0.6831 389/2370 [===>..........................] - ETA: 33:02 - loss: 959.8243 - logits_profile_predictions_loss: 942.4048 - logcount_predictions_loss: 0.6831 390/2370 [===>..........................] - ETA: 33:01 - loss: 959.8378 - logits_profile_predictions_loss: 942.4181 - logcount_predictions_loss: 0.6831 391/2370 [===>..........................] - ETA: 33:00 - loss: 959.8508 - logits_profile_predictions_loss: 942.4309 - logcount_predictions_loss: 0.6831 392/2370 [===>..........................] - ETA: 32:59 - loss: 959.8639 - logits_profile_predictions_loss: 942.4437 - logcount_predictions_loss: 0.6831 393/2370 [===>..........................] - ETA: 32:58 - loss: 959.8780 - logits_profile_predictions_loss: 942.4575 - logcount_predictions_loss: 0.6832 394/2370 [===>..........................] - ETA: 32:57 - loss: 959.8924 - logits_profile_predictions_loss: 942.4716 - logcount_predictions_loss: 0.6832 395/2370 [====>.........................] - ETA: 32:56 - loss: 959.9070 - logits_profile_predictions_loss: 942.4857 - logcount_predictions_loss: 0.6832 396/2370 [====>.........................] - ETA: 32:55 - loss: 959.9212 - logits_profile_predictions_loss: 942.4996 - logcount_predictions_loss: 0.6832 397/2370 [====>.........................] - ETA: 32:54 - loss: 959.9365 - logits_profile_predictions_loss: 942.5144 - logcount_predictions_loss: 0.6832 398/2370 [====>.........................] - ETA: 32:53 - loss: 959.9511 - logits_profile_predictions_loss: 942.5285 - logcount_predictions_loss: 0.6832 399/2370 [====>.........................] - ETA: 32:52 - loss: 959.9655 - logits_profile_predictions_loss: 942.5425 - logcount_predictions_loss: 0.6833 400/2370 [====>.........................] - ETA: 32:51 - loss: 959.9814 - logits_profile_predictions_loss: 942.5579 - logcount_predictions_loss: 0.6833 401/2370 [====>.........................] - ETA: 32:50 - loss: 959.9974 - logits_profile_predictions_loss: 942.5734 - logcount_predictions_loss: 0.6833 402/2370 [====>.........................] - ETA: 32:49 - loss: 960.0141 - logits_profile_predictions_loss: 942.5896 - logcount_predictions_loss: 0.6833 403/2370 [====>.........................] - ETA: 32:48 - loss: 960.0316 - logits_profile_predictions_loss: 942.6067 - logcount_predictions_loss: 0.6833 404/2370 [====>.........................] - ETA: 32:47 - loss: 960.0481 - logits_profile_predictions_loss: 942.6226 - logcount_predictions_loss: 0.6833 405/2370 [====>.........................] - ETA: 32:46 - loss: 960.0648 - logits_profile_predictions_loss: 942.6388 - logcount_predictions_loss: 0.6834 406/2370 [====>.........................] - ETA: 32:45 - loss: 960.0802 - logits_profile_predictions_loss: 942.6536 - logcount_predictions_loss: 0.6834 407/2370 [====>.........................] - ETA: 32:44 - loss: 960.0954 - logits_profile_predictions_loss: 942.6684 - logcount_predictions_loss: 0.6834 408/2370 [====>.........................] - ETA: 32:43 - loss: 960.1102 - logits_profile_predictions_loss: 942.6826 - logcount_predictions_loss: 0.6834 409/2370 [====>.........................] - ETA: 32:42 - loss: 960.1252 - logits_profile_predictions_loss: 942.6971 - logcount_predictions_loss: 0.6835 410/2370 [====>.........................] - ETA: 32:41 - loss: 960.1400 - logits_profile_predictions_loss: 942.7113 - logcount_predictions_loss: 0.6835 411/2370 [====>.........................] - ETA: 32:40 - loss: 960.1558 - logits_profile_predictions_loss: 942.7265 - logcount_predictions_loss: 0.6835 412/2370 [====>.........................] - ETA: 32:39 - loss: 960.1723 - logits_profile_predictions_loss: 942.7422 - logcount_predictions_loss: 0.6835 413/2370 [====>.........................] - ETA: 32:38 - loss: 960.1886 - logits_profile_predictions_loss: 942.7580 - logcount_predictions_loss: 0.6836 414/2370 [====>.........................] - ETA: 32:37 - loss: 960.2049 - logits_profile_predictions_loss: 942.7736 - logcount_predictions_loss: 0.6836 415/2370 [====>.........................] - ETA: 32:36 - loss: 960.2215 - logits_profile_predictions_loss: 942.7896 - logcount_predictions_loss: 0.6836 416/2370 [====>.........................] - ETA: 32:35 - loss: 960.2379 - logits_profile_predictions_loss: 942.8055 - logcount_predictions_loss: 0.6836 417/2370 [====>.........................] - ETA: 32:34 - loss: 960.2540 - logits_profile_predictions_loss: 942.8210 - logcount_predictions_loss: 0.6836 418/2370 [====>.........................] - ETA: 32:33 - loss: 960.2705 - logits_profile_predictions_loss: 942.8368 - logcount_predictions_loss: 0.6837 419/2370 [====>.........................] - ETA: 32:32 - loss: 960.2869 - logits_profile_predictions_loss: 942.8526 - logcount_predictions_loss: 0.6837 420/2370 [====>.........................] - ETA: 32:31 - loss: 960.3045 - logits_profile_predictions_loss: 942.8695 - logcount_predictions_loss: 0.6837 421/2370 [====>.........................] - ETA: 32:30 - loss: 960.3218 - logits_profile_predictions_loss: 942.8862 - logcount_predictions_loss: 0.6837 422/2370 [====>.........................] - ETA: 32:29 - loss: 960.3397 - logits_profile_predictions_loss: 942.9035 - logcount_predictions_loss: 0.6838 423/2370 [====>.........................] - ETA: 32:28 - loss: 960.3584 - logits_profile_predictions_loss: 942.9215 - logcount_predictions_loss: 0.6838 424/2370 [====>.........................] - ETA: 32:27 - loss: 960.3776 - logits_profile_predictions_loss: 942.9400 - logcount_predictions_loss: 0.6838 425/2370 [====>.........................] - ETA: 32:26 - loss: 960.3964 - logits_profile_predictions_loss: 942.9581 - logcount_predictions_loss: 0.6839 426/2370 [====>.........................] - ETA: 32:25 - loss: 960.4148 - logits_profile_predictions_loss: 942.9759 - logcount_predictions_loss: 0.6839 427/2370 [====>.........................] - ETA: 32:24 - loss: 960.4335 - logits_profile_predictions_loss: 942.9939 - logcount_predictions_loss: 0.6839 428/2370 [====>.........................] - ETA: 32:23 - loss: 960.4519 - logits_profile_predictions_loss: 943.0117 - logcount_predictions_loss: 0.6839 429/2370 [====>.........................] - ETA: 32:22 - loss: 960.4704 - logits_profile_predictions_loss: 943.0295 - logcount_predictions_loss: 0.6840 430/2370 [====>.........................] - ETA: 32:21 - loss: 960.4883 - logits_profile_predictions_loss: 943.0467 - logcount_predictions_loss: 0.6840 431/2370 [====>.........................] - ETA: 32:20 - loss: 960.5066 - logits_profile_predictions_loss: 943.0644 - logcount_predictions_loss: 0.6840 432/2370 [====>.........................] - ETA: 32:19 - loss: 960.5251 - logits_profile_predictions_loss: 943.0823 - logcount_predictions_loss: 0.6840 433/2370 [====>.........................] - ETA: 32:18 - loss: 960.5422 - logits_profile_predictions_loss: 943.0988 - logcount_predictions_loss: 0.6841 434/2370 [====>.........................] - ETA: 32:17 - loss: 960.5590 - logits_profile_predictions_loss: 943.1149 - logcount_predictions_loss: 0.6841 435/2370 [====>.........................] - ETA: 32:16 - loss: 960.5775 - logits_profile_predictions_loss: 943.1328 - logcount_predictions_loss: 0.6841 436/2370 [====>.........................] - ETA: 32:15 - loss: 960.5959 - logits_profile_predictions_loss: 943.1505 - logcount_predictions_loss: 0.6841 437/2370 [====>.........................] - ETA: 32:14 - loss: 960.6139 - logits_profile_predictions_loss: 943.1678 - logcount_predictions_loss: 0.6842 438/2370 [====>.........................] - ETA: 32:13 - loss: 960.6316 - logits_profile_predictions_loss: 943.1848 - logcount_predictions_loss: 0.6842 439/2370 [====>.........................] - ETA: 32:12 - loss: 960.6504 - logits_profile_predictions_loss: 943.2029 - logcount_predictions_loss: 0.6842 440/2370 [====>.........................] - ETA: 32:11 - loss: 960.6686 - logits_profile_predictions_loss: 943.2205 - logcount_predictions_loss: 0.6842 441/2370 [====>.........................] - ETA: 32:10 - loss: 960.6871 - logits_profile_predictions_loss: 943.2384 - logcount_predictions_loss: 0.6843 442/2370 [====>.........................] - ETA: 32:09 - loss: 960.7072 - logits_profile_predictions_loss: 943.2578 - logcount_predictions_loss: 0.6843 443/2370 [====>.........................] - ETA: 32:08 - loss: 960.7272 - logits_profile_predictions_loss: 943.2771 - logcount_predictions_loss: 0.6843 444/2370 [====>.........................] - ETA: 32:07 - loss: 960.7468 - logits_profile_predictions_loss: 943.2961 - logcount_predictions_loss: 0.6843 445/2370 [====>.........................] - ETA: 32:06 - loss: 960.7656 - logits_profile_predictions_loss: 943.3142 - logcount_predictions_loss: 0.6844 446/2370 [====>.........................] - ETA: 32:05 - loss: 960.7834 - logits_profile_predictions_loss: 943.3314 - logcount_predictions_loss: 0.6844 447/2370 [====>.........................] - ETA: 32:04 - loss: 960.8019 - logits_profile_predictions_loss: 943.3493 - logcount_predictions_loss: 0.6844 448/2370 [====>.........................] - ETA: 32:03 - loss: 960.8192 - logits_profile_predictions_loss: 943.3661 - logcount_predictions_loss: 0.6844 449/2370 [====>.........................] - ETA: 32:02 - loss: 960.8364 - logits_profile_predictions_loss: 943.3827 - logcount_predictions_loss: 0.6845 450/2370 [====>.........................] - ETA: 32:01 - loss: 960.8541 - logits_profile_predictions_loss: 943.3998 - logcount_predictions_loss: 0.6845 451/2370 [====>.........................] - ETA: 32:00 - loss: 960.8707 - logits_profile_predictions_loss: 943.4159 - logcount_predictions_loss: 0.6845 452/2370 [====>.........................] - ETA: 31:59 - loss: 960.8881 - logits_profile_predictions_loss: 943.4327 - logcount_predictions_loss: 0.6845 453/2370 [====>.........................] - ETA: 31:58 - loss: 960.9052 - logits_profile_predictions_loss: 943.4493 - logcount_predictions_loss: 0.6845 454/2370 [====>.........................] - ETA: 31:57 - loss: 960.9227 - logits_profile_predictions_loss: 943.4663 - logcount_predictions_loss: 0.6846 455/2370 [====>.........................] - ETA: 31:56 - loss: 960.9413 - logits_profile_predictions_loss: 943.4844 - logcount_predictions_loss: 0.6846 456/2370 [====>.........................] - ETA: 31:55 - loss: 960.9608 - logits_profile_predictions_loss: 943.5034 - logcount_predictions_loss: 0.6846 457/2370 [====>.........................] - ETA: 31:54 - loss: 960.9794 - logits_profile_predictions_loss: 943.5215 - logcount_predictions_loss: 0.6846 458/2370 [====>.........................] - ETA: 31:53 - loss: 960.9982 - logits_profile_predictions_loss: 943.5398 - logcount_predictions_loss: 0.6846 459/2370 [====>.........................] - ETA: 31:52 - loss: 961.0188 - logits_profile_predictions_loss: 943.5600 - logcount_predictions_loss: 0.6847 460/2370 [====>.........................] - ETA: 31:51 - loss: 961.0401 - logits_profile_predictions_loss: 943.5808 - logcount_predictions_loss: 0.6847 461/2370 [====>.........................] - ETA: 31:50 - loss: 961.0617 - logits_profile_predictions_loss: 943.6019 - logcount_predictions_loss: 0.6847 462/2370 [====>.........................] - ETA: 31:49 - loss: 961.0817 - logits_profile_predictions_loss: 943.6214 - logcount_predictions_loss: 0.6847 463/2370 [====>.........................] - ETA: 31:48 - loss: 961.1006 - logits_profile_predictions_loss: 943.6399 - logcount_predictions_loss: 0.6847 464/2370 [====>.........................] - ETA: 31:47 - loss: 961.1196 - logits_profile_predictions_loss: 943.6585 - logcount_predictions_loss: 0.6847 465/2370 [====>.........................] - ETA: 31:46 - loss: 961.1385 - logits_profile_predictions_loss: 943.6770 - logcount_predictions_loss: 0.6848 466/2370 [====>.........................] - ETA: 31:45 - loss: 961.1567 - logits_profile_predictions_loss: 943.6948 - logcount_predictions_loss: 0.6848 467/2370 [====>.........................] - ETA: 31:44 - loss: 961.1751 - logits_profile_predictions_loss: 943.7128 - logcount_predictions_loss: 0.6848 468/2370 [====>.........................] - ETA: 31:43 - loss: 961.1929 - logits_profile_predictions_loss: 943.7303 - logcount_predictions_loss: 0.6848 469/2370 [====>.........................] - ETA: 31:42 - loss: 961.2098 - logits_profile_predictions_loss: 943.7469 - logcount_predictions_loss: 0.6848 470/2370 [====>.........................] - ETA: 31:41 - loss: 961.2261 - logits_profile_predictions_loss: 943.7628 - logcount_predictions_loss: 0.6848 471/2370 [====>.........................] - ETA: 31:40 - loss: 961.2420 - logits_profile_predictions_loss: 943.7784 - logcount_predictions_loss: 0.6848 472/2370 [====>.........................] - ETA: 31:39 - loss: 961.2588 - logits_profile_predictions_loss: 943.7949 - logcount_predictions_loss: 0.6849 473/2370 [====>.........................] - ETA: 31:38 - loss: 961.2757 - logits_profile_predictions_loss: 943.8114 - logcount_predictions_loss: 0.6849 474/2370 [=====>........................] - ETA: 31:37 - loss: 961.2928 - logits_profile_predictions_loss: 943.8281 - logcount_predictions_loss: 0.6849 475/2370 [=====>........................] - ETA: 31:36 - loss: 961.3099 - logits_profile_predictions_loss: 943.8449 - logcount_predictions_loss: 0.6849 476/2370 [=====>........................] - ETA: 31:35 - loss: 961.3275 - logits_profile_predictions_loss: 943.8621 - logcount_predictions_loss: 0.6849 477/2370 [=====>........................] - ETA: 31:34 - loss: 961.3454 - logits_profile_predictions_loss: 943.8798 - logcount_predictions_loss: 0.6849 478/2370 [=====>........................] - ETA: 31:33 - loss: 961.3630 - logits_profile_predictions_loss: 943.8971 - logcount_predictions_loss: 0.6849 479/2370 [=====>........................] - ETA: 31:32 - loss: 961.3805 - logits_profile_predictions_loss: 943.9142 - logcount_predictions_loss: 0.6849 480/2370 [=====>........................] - ETA: 31:31 - loss: 961.3974 - logits_profile_predictions_loss: 943.9309 - logcount_predictions_loss: 0.6850 481/2370 [=====>........................] - ETA: 31:30 - loss: 961.4154 - logits_profile_predictions_loss: 943.9487 - logcount_predictions_loss: 0.6850 482/2370 [=====>........................] - ETA: 31:29 - loss: 961.4338 - logits_profile_predictions_loss: 943.9669 - logcount_predictions_loss: 0.6850 483/2370 [=====>........................] - ETA: 31:28 - loss: 961.4516 - logits_profile_predictions_loss: 943.9845 - logcount_predictions_loss: 0.6850 484/2370 [=====>........................] - ETA: 31:27 - loss: 961.4686 - logits_profile_predictions_loss: 944.0013 - logcount_predictions_loss: 0.6850 485/2370 [=====>........................] - ETA: 31:26 - loss: 961.4849 - logits_profile_predictions_loss: 944.0174 - logcount_predictions_loss: 0.6850 486/2370 [=====>........................] - ETA: 31:25 - loss: 961.5012 - logits_profile_predictions_loss: 944.0335 - logcount_predictions_loss: 0.6850 487/2370 [=====>........................] - ETA: 31:24 - loss: 961.5171 - logits_profile_predictions_loss: 944.0492 - logcount_predictions_loss: 0.6850 488/2370 [=====>........................] - ETA: 31:23 - loss: 961.5322 - logits_profile_predictions_loss: 944.0640 - logcount_predictions_loss: 0.6850 489/2370 [=====>........................] - ETA: 31:22 - loss: 961.5468 - logits_profile_predictions_loss: 944.0784 - logcount_predictions_loss: 0.6850 490/2370 [=====>........................] - ETA: 31:21 - loss: 961.5613 - logits_profile_predictions_loss: 944.0927 - logcount_predictions_loss: 0.6850 491/2370 [=====>........................] - ETA: 31:20 - loss: 961.5756 - logits_profile_predictions_loss: 944.1068 - logcount_predictions_loss: 0.6850 492/2370 [=====>........................] - ETA: 31:19 - loss: 961.5907 - logits_profile_predictions_loss: 944.1216 - logcount_predictions_loss: 0.6851 493/2370 [=====>........................] - ETA: 31:18 - loss: 961.6055 - logits_profile_predictions_loss: 944.1362 - logcount_predictions_loss: 0.6851 494/2370 [=====>........................] - ETA: 31:17 - loss: 961.6197 - logits_profile_predictions_loss: 944.1503 - logcount_predictions_loss: 0.6851 495/2370 [=====>........................] - ETA: 31:16 - loss: 961.6335 - logits_profile_predictions_loss: 944.1638 - logcount_predictions_loss: 0.6851 496/2370 [=====>........................] - ETA: 31:15 - loss: 961.6475 - logits_profile_predictions_loss: 944.1775 - logcount_predictions_loss: 0.6851 497/2370 [=====>........................] - ETA: 31:14 - loss: 961.6615 - logits_profile_predictions_loss: 944.1914 - logcount_predictions_loss: 0.6851 498/2370 [=====>........................] - ETA: 31:13 - loss: 961.6759 - logits_profile_predictions_loss: 944.2055 - logcount_predictions_loss: 0.6851 499/2370 [=====>........................] - ETA: 31:12 - loss: 961.6906 - logits_profile_predictions_loss: 944.2200 - logcount_predictions_loss: 0.6851 500/2370 [=====>........................] - ETA: 31:11 - loss: 961.7046 - logits_profile_predictions_loss: 944.2338 - logcount_predictions_loss: 0.6851 501/2370 [=====>........................] - ETA: 31:10 - loss: 961.7192 - logits_profile_predictions_loss: 944.2481 - logcount_predictions_loss: 0.6851 502/2370 [=====>........................] - ETA: 31:09 - loss: 961.7335 - logits_profile_predictions_loss: 944.2623 - logcount_predictions_loss: 0.6851 503/2370 [=====>........................] - ETA: 31:08 - loss: 961.7478 - 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[============================>.] - ETA: 14s - loss: 964.5424 - logits_profile_predictions_loss: 947.0956 - logcount_predictions_loss: 0.6842 2357/2370 [============================>.] - ETA: 13s - loss: 964.5427 - logits_profile_predictions_loss: 947.0960 - logcount_predictions_loss: 0.6842 2358/2370 [============================>.] - ETA: 12s - loss: 964.5430 - logits_profile_predictions_loss: 947.0963 - logcount_predictions_loss: 0.6842 2359/2370 [============================>.] - ETA: 11s - loss: 964.5432 - logits_profile_predictions_loss: 947.0966 - logcount_predictions_loss: 0.6842 2360/2370 [============================>.] - ETA: 10s - loss: 964.5434 - logits_profile_predictions_loss: 947.0969 - logcount_predictions_loss: 0.6842 2361/2370 [============================>.] - ETA: 9s - loss: 964.5436 - logits_profile_predictions_loss: 947.0972 - logcount_predictions_loss: 0.6842  2362/2370 [============================>.] - ETA: 8s - loss: 964.5438 - logits_profile_predictions_loss: 947.0974 - logcount_predictions_loss: 0.6842 2363/2370 [============================>.] - ETA: 7s - loss: 964.5440 - logits_profile_predictions_loss: 947.0977 - logcount_predictions_loss: 0.6842 2364/2370 [============================>.] - ETA: 6s - loss: 964.5442 - logits_profile_predictions_loss: 947.0980 - logcount_predictions_loss: 0.6842 2365/2370 [============================>.] - ETA: 5s - loss: 964.5444 - logits_profile_predictions_loss: 947.0983 - logcount_predictions_loss: 0.6842 2366/2370 [============================>.] - ETA: 4s - loss: 964.5447 - logits_profile_predictions_loss: 947.0986 - logcount_predictions_loss: 0.6842 2367/2370 [============================>.] - ETA: 3s - loss: 964.5449 - logits_profile_predictions_loss: 947.0989 - logcount_predictions_loss: 0.6842 2368/2370 [============================>.] - ETA: 2s - loss: 964.5451 - logits_profile_predictions_loss: 947.0992 - logcount_predictions_loss: 0.6842 2369/2370 [============================>.] - ETA: 1s - loss: 964.5454 - logits_profile_predictions_loss: 947.0995 - logcount_predictions_loss: 0.6841 2370/2370 [==============================] - ETA: 0s - loss: 964.5456 - logits_profile_predictions_loss: 947.0998 - logcount_predictions_loss: 0.6841 2370/2370 [==============================] - 2497s 1s/step - loss: 964.5458 - logits_profile_predictions_loss: 947.1001 - logcount_predictions_loss: 0.6841 - val_loss: 1176.3584 - val_logits_profile_predictions_loss: 1161.0059 - val_logcount_predictions_loss: 0.6021 Epoch 00004: val_loss did not improve from 1160.74536 Epoch 5/50 1/2370 [..............................] - ETA: 40:31 - loss: 798.4423 - logits_profile_predictions_loss: 785.6732 - logcount_predictions_loss: 0.5007 2/2370 [..............................] - ETA: 39:36 - loss: 845.8773 - logits_profile_predictions_loss: 833.1256 - logcount_predictions_loss: 0.5001 3/2370 [..............................] - ETA: 39:36 - loss: 870.4175 - logits_profile_predictions_loss: 856.9763 - logcount_predictions_loss: 0.5271 4/2370 [..............................] - ETA: 39:34 - loss: 901.4305 - logits_profile_predictions_loss: 887.1060 - logcount_predictions_loss: 0.5617 5/2370 [..............................] - ETA: 39:33 - loss: 921.7585 - logits_profile_predictions_loss: 907.0592 - logcount_predictions_loss: 0.5764 6/2370 [..............................] - ETA: 39:32 - loss: 932.8668 - logits_profile_predictions_loss: 918.0365 - logcount_predictions_loss: 0.5816 7/2370 [..............................] - ETA: 39:31 - loss: 940.6919 - logits_profile_predictions_loss: 925.7740 - logcount_predictions_loss: 0.5850 8/2370 [..............................] - ETA: 39:30 - loss: 943.7552 - logits_profile_predictions_loss: 928.6097 - logcount_predictions_loss: 0.5939 9/2370 [..............................] - ETA: 39:29 - loss: 944.7645 - logits_profile_predictions_loss: 929.3201 - logcount_predictions_loss: 0.6057 10/2370 [..............................] - ETA: 39:28 - loss: 945.6198 - logits_profile_predictions_loss: 929.9231 - logcount_predictions_loss: 0.6156 11/2370 [..............................] - ETA: 39:27 - loss: 947.5103 - logits_profile_predictions_loss: 931.6182 - logcount_predictions_loss: 0.6232 12/2370 [..............................] - ETA: 39:26 - loss: 948.7012 - logits_profile_predictions_loss: 932.6270 - logcount_predictions_loss: 0.6304 13/2370 [..............................] - ETA: 39:25 - loss: 949.1847 - logits_profile_predictions_loss: 932.9706 - logcount_predictions_loss: 0.6358 14/2370 [..............................] - ETA: 39:24 - loss: 949.3573 - logits_profile_predictions_loss: 933.0208 - logcount_predictions_loss: 0.6406 15/2370 [..............................] - ETA: 39:23 - loss: 949.8873 - logits_profile_predictions_loss: 933.3976 - logcount_predictions_loss: 0.6467 16/2370 [..............................] - ETA: 39:21 - loss: 949.8679 - logits_profile_predictions_loss: 933.2610 - logcount_predictions_loss: 0.6512 17/2370 [..............................] - ETA: 39:20 - loss: 949.7323 - logits_profile_predictions_loss: 933.0301 - logcount_predictions_loss: 0.6550 18/2370 [..............................] - ETA: 39:20 - loss: 949.7658 - logits_profile_predictions_loss: 932.9755 - logcount_predictions_loss: 0.6584 19/2370 [..............................] - ETA: 39:19 - loss: 949.3284 - logits_profile_predictions_loss: 932.4605 - logcount_predictions_loss: 0.6615 20/2370 [..............................] - ETA: 39:18 - loss: 949.3725 - logits_profile_predictions_loss: 932.4335 - logcount_predictions_loss: 0.6643 21/2370 [..............................] - ETA: 39:17 - loss: 949.5090 - logits_profile_predictions_loss: 932.5203 - logcount_predictions_loss: 0.6662 22/2370 [..............................] - ETA: 39:15 - loss: 949.5016 - logits_profile_predictions_loss: 932.4670 - logcount_predictions_loss: 0.6680 23/2370 [..............................] - ETA: 39:14 - loss: 949.2920 - logits_profile_predictions_loss: 932.2250 - logcount_predictions_loss: 0.6693 24/2370 [..............................] - ETA: 39:13 - loss: 949.1787 - logits_profile_predictions_loss: 932.0881 - logcount_predictions_loss: 0.6702 25/2370 [..............................] - ETA: 39:12 - loss: 949.2189 - logits_profile_predictions_loss: 932.1067 - logcount_predictions_loss: 0.6711 26/2370 [..............................] - ETA: 39:11 - loss: 949.5575 - logits_profile_predictions_loss: 932.4313 - logcount_predictions_loss: 0.6716 27/2370 [..............................] - ETA: 39:10 - loss: 949.8144 - logits_profile_predictions_loss: 932.6769 - logcount_predictions_loss: 0.6721 28/2370 [..............................] - ETA: 39:08 - loss: 950.0018 - logits_profile_predictions_loss: 932.8612 - logcount_predictions_loss: 0.6722 29/2370 [..............................] - ETA: 39:07 - loss: 950.4097 - logits_profile_predictions_loss: 933.2649 - logcount_predictions_loss: 0.6723 30/2370 [..............................] - ETA: 39:06 - loss: 950.8868 - logits_profile_predictions_loss: 933.7370 - logcount_predictions_loss: 0.6725 31/2370 [..............................] - ETA: 39:05 - loss: 951.3623 - logits_profile_predictions_loss: 934.2088 - logcount_predictions_loss: 0.6727 32/2370 [..............................] - ETA: 39:04 - loss: 951.6991 - logits_profile_predictions_loss: 934.5458 - logcount_predictions_loss: 0.6727 33/2370 [..............................] - ETA: 39:03 - loss: 951.9063 - logits_profile_predictions_loss: 934.7518 - logcount_predictions_loss: 0.6727 34/2370 [..............................] - ETA: 39:02 - loss: 952.0670 - logits_profile_predictions_loss: 934.9118 - logcount_predictions_loss: 0.6727 35/2370 [..............................] - ETA: 39:00 - loss: 952.2222 - logits_profile_predictions_loss: 935.0718 - logcount_predictions_loss: 0.6726 36/2370 [..............................] - ETA: 38:59 - loss: 952.2748 - logits_profile_predictions_loss: 935.1311 - logcount_predictions_loss: 0.6723 37/2370 [..............................] - ETA: 38:58 - loss: 952.2854 - logits_profile_predictions_loss: 935.1484 - logcount_predictions_loss: 0.6720 38/2370 [..............................] - ETA: 38:57 - loss: 952.3839 - logits_profile_predictions_loss: 935.2544 - logcount_predictions_loss: 0.6717 39/2370 [..............................] - ETA: 38:56 - loss: 952.4236 - logits_profile_predictions_loss: 935.3027 - logcount_predictions_loss: 0.6714 40/2370 [..............................] - ETA: 38:55 - loss: 952.4902 - logits_profile_predictions_loss: 935.3766 - logcount_predictions_loss: 0.6711 41/2370 [..............................] - ETA: 38:54 - loss: 952.5432 - logits_profile_predictions_loss: 935.4347 - logcount_predictions_loss: 0.6709 42/2370 [..............................] - ETA: 38:53 - loss: 952.5905 - logits_profile_predictions_loss: 935.4848 - logcount_predictions_loss: 0.6708 43/2370 [..............................] - ETA: 38:52 - loss: 952.6053 - logits_profile_predictions_loss: 935.5011 - logcount_predictions_loss: 0.6707 44/2370 [..............................] - ETA: 38:51 - loss: 952.6509 - logits_profile_predictions_loss: 935.5511 - logcount_predictions_loss: 0.6706 45/2370 [..............................] - ETA: 38:50 - loss: 952.6095 - logits_profile_predictions_loss: 935.5168 - logcount_predictions_loss: 0.6703 46/2370 [..............................] - ETA: 38:49 - loss: 952.7089 - logits_profile_predictions_loss: 935.6241 - logcount_predictions_loss: 0.6700 47/2370 [..............................] - ETA: 38:48 - loss: 952.9074 - logits_profile_predictions_loss: 935.8298 - logcount_predictions_loss: 0.6697 48/2370 [..............................] - ETA: 38:46 - loss: 953.0907 - logits_profile_predictions_loss: 936.0183 - logcount_predictions_loss: 0.6695 49/2370 [..............................] - ETA: 38:45 - loss: 953.2314 - logits_profile_predictions_loss: 936.1635 - logcount_predictions_loss: 0.6693 50/2370 [..............................] - ETA: 38:44 - loss: 953.4038 - logits_profile_predictions_loss: 936.3416 - logcount_predictions_loss: 0.6691 51/2370 [..............................] - ETA: 38:43 - loss: 953.6073 - logits_profile_predictions_loss: 936.5485 - logcount_predictions_loss: 0.6690 52/2370 [..............................] - ETA: 38:42 - loss: 953.9050 - logits_profile_predictions_loss: 936.8503 - logcount_predictions_loss: 0.6688 53/2370 [..............................] - ETA: 38:41 - loss: 954.1786 - logits_profile_predictions_loss: 937.1293 - logcount_predictions_loss: 0.6686 54/2370 [..............................] - ETA: 38:40 - loss: 954.5230 - logits_profile_predictions_loss: 937.4787 - logcount_predictions_loss: 0.6684 55/2370 [..............................] - ETA: 38:39 - loss: 954.8842 - logits_profile_predictions_loss: 937.8454 - logcount_predictions_loss: 0.6682 56/2370 [..............................] - ETA: 38:38 - loss: 955.2727 - logits_profile_predictions_loss: 938.2407 - logcount_predictions_loss: 0.6679 57/2370 [..............................] - ETA: 38:37 - loss: 955.6487 - logits_profile_predictions_loss: 938.6228 - logcount_predictions_loss: 0.6677 58/2370 [..............................] - ETA: 38:36 - loss: 956.0289 - logits_profile_predictions_loss: 939.0090 - logcount_predictions_loss: 0.6674 59/2370 [..............................] - ETA: 38:35 - loss: 956.3958 - logits_profile_predictions_loss: 939.3821 - logcount_predictions_loss: 0.6672 60/2370 [..............................] - ETA: 38:34 - loss: 956.6931 - logits_profile_predictions_loss: 939.6865 - logcount_predictions_loss: 0.6669 61/2370 [..............................] - ETA: 38:33 - loss: 956.9899 - logits_profile_predictions_loss: 939.9902 - logcount_predictions_loss: 0.6667 62/2370 [..............................] - ETA: 38:32 - loss: 957.3155 - logits_profile_predictions_loss: 940.3219 - logcount_predictions_loss: 0.6664 63/2370 [..............................] - ETA: 38:31 - loss: 957.6067 - logits_profile_predictions_loss: 940.6190 - logcount_predictions_loss: 0.6662 64/2370 [..............................] - ETA: 38:30 - loss: 957.8927 - logits_profile_predictions_loss: 940.9102 - logcount_predictions_loss: 0.6660 65/2370 [..............................] - ETA: 38:29 - loss: 958.1450 - logits_profile_predictions_loss: 941.1674 - logcount_predictions_loss: 0.6658 66/2370 [..............................] - ETA: 38:28 - loss: 958.3846 - logits_profile_predictions_loss: 941.4121 - logcount_predictions_loss: 0.6656 67/2370 [..............................] - ETA: 38:27 - loss: 958.6027 - logits_profile_predictions_loss: 941.6354 - logcount_predictions_loss: 0.6654 68/2370 [..............................] - ETA: 38:26 - loss: 958.7973 - logits_profile_predictions_loss: 941.8350 - logcount_predictions_loss: 0.6652 69/2370 [..............................] - ETA: 38:25 - loss: 958.9990 - logits_profile_predictions_loss: 942.0425 - logcount_predictions_loss: 0.6650 70/2370 [..............................] - ETA: 38:24 - loss: 959.2255 - logits_profile_predictions_loss: 942.2741 - logcount_predictions_loss: 0.6648 71/2370 [..............................] - ETA: 38:23 - loss: 959.4108 - logits_profile_predictions_loss: 942.4647 - logcount_predictions_loss: 0.6645 72/2370 [..............................] - ETA: 38:22 - loss: 959.5406 - logits_profile_predictions_loss: 942.6000 - logcount_predictions_loss: 0.6643 73/2370 [..............................] - ETA: 38:21 - loss: 959.6705 - logits_profile_predictions_loss: 942.7343 - logcount_predictions_loss: 0.6642 74/2370 [..............................] - ETA: 38:20 - loss: 959.7945 - logits_profile_predictions_loss: 942.8625 - logcount_predictions_loss: 0.6640 75/2370 [..............................] - ETA: 38:19 - loss: 959.9014 - logits_profile_predictions_loss: 942.9743 - logcount_predictions_loss: 0.6638 76/2370 [..............................] - ETA: 38:18 - loss: 959.9589 - logits_profile_predictions_loss: 943.0371 - logcount_predictions_loss: 0.6636 77/2370 [..............................] - ETA: 38:16 - loss: 959.9810 - logits_profile_predictions_loss: 943.0643 - logcount_predictions_loss: 0.6634 78/2370 [..............................] - ETA: 38:15 - loss: 960.0059 - logits_profile_predictions_loss: 943.0947 - logcount_predictions_loss: 0.6632 79/2370 [>.............................] - ETA: 38:14 - loss: 960.0145 - logits_profile_predictions_loss: 943.1087 - logcount_predictions_loss: 0.6630 80/2370 [>.............................] - ETA: 38:13 - loss: 960.0239 - logits_profile_predictions_loss: 943.1235 - logcount_predictions_loss: 0.6628 81/2370 [>.............................] - ETA: 38:12 - loss: 960.0156 - logits_profile_predictions_loss: 943.1208 - logcount_predictions_loss: 0.6625 82/2370 [>.............................] - ETA: 38:11 - loss: 960.0176 - logits_profile_predictions_loss: 943.1276 - logcount_predictions_loss: 0.6624 83/2370 [>.............................] - ETA: 38:10 - loss: 960.0192 - logits_profile_predictions_loss: 943.1339 - logcount_predictions_loss: 0.6622 84/2370 [>.............................] - ETA: 38:09 - loss: 960.0376 - logits_profile_predictions_loss: 943.1566 - logcount_predictions_loss: 0.6620 85/2370 [>.............................] - ETA: 38:08 - loss: 960.0769 - logits_profile_predictions_loss: 943.2006 - logcount_predictions_loss: 0.6618 86/2370 [>.............................] - ETA: 38:07 - loss: 960.1054 - logits_profile_predictions_loss: 943.2342 - logcount_predictions_loss: 0.6616 87/2370 [>.............................] - ETA: 38:06 - loss: 960.1283 - logits_profile_predictions_loss: 943.2623 - logcount_predictions_loss: 0.6614 88/2370 [>.............................] - ETA: 38:05 - loss: 960.1458 - logits_profile_predictions_loss: 943.2847 - logcount_predictions_loss: 0.6612 89/2370 [>.............................] - ETA: 38:04 - loss: 960.1453 - logits_profile_predictions_loss: 943.2892 - logcount_predictions_loss: 0.6610 90/2370 [>.............................] - ETA: 38:03 - loss: 960.1262 - logits_profile_predictions_loss: 943.2753 - logcount_predictions_loss: 0.6608 91/2370 [>.............................] - ETA: 38:02 - loss: 960.0935 - logits_profile_predictions_loss: 943.2481 - logcount_predictions_loss: 0.6606 92/2370 [>.............................] - ETA: 38:01 - loss: 960.0618 - logits_profile_predictions_loss: 943.2220 - logcount_predictions_loss: 0.6604 93/2370 [>.............................] - ETA: 38:00 - loss: 960.0039 - logits_profile_predictions_loss: 943.1697 - logcount_predictions_loss: 0.6602 94/2370 [>.............................] - ETA: 37:59 - loss: 959.9378 - logits_profile_predictions_loss: 943.1091 - logcount_predictions_loss: 0.6600 95/2370 [>.............................] - ETA: 37:58 - loss: 959.8776 - logits_profile_predictions_loss: 943.0544 - logcount_predictions_loss: 0.6597 96/2370 [>.............................] - ETA: 37:57 - loss: 959.8022 - logits_profile_predictions_loss: 942.9846 - logcount_predictions_loss: 0.6595 97/2370 [>.............................] - ETA: 37:56 - loss: 959.7428 - logits_profile_predictions_loss: 942.9300 - logcount_predictions_loss: 0.6593 98/2370 [>.............................] - ETA: 37:55 - loss: 959.6796 - logits_profile_predictions_loss: 942.8715 - logcount_predictions_loss: 0.6591 99/2370 [>.............................] - ETA: 37:54 - loss: 959.6248 - logits_profile_predictions_loss: 942.8215 - logcount_predictions_loss: 0.6590 100/2370 [>.............................] - ETA: 37:53 - loss: 959.5673 - logits_profile_predictions_loss: 942.7688 - logcount_predictions_loss: 0.6588 101/2370 [>.............................] - ETA: 37:52 - loss: 959.5066 - logits_profile_predictions_loss: 942.7127 - logcount_predictions_loss: 0.6586 102/2370 [>.............................] - ETA: 37:51 - loss: 959.4445 - logits_profile_predictions_loss: 942.6553 - logcount_predictions_loss: 0.6584 103/2370 [>.............................] - ETA: 37:50 - loss: 959.3881 - logits_profile_predictions_loss: 942.6038 - logcount_predictions_loss: 0.6582 104/2370 [>.............................] - ETA: 37:49 - loss: 959.3410 - logits_profile_predictions_loss: 942.5611 - logcount_predictions_loss: 0.6580 105/2370 [>.............................] - ETA: 37:48 - loss: 959.2953 - logits_profile_predictions_loss: 942.5198 - logcount_predictions_loss: 0.6579 106/2370 [>.............................] - ETA: 37:47 - loss: 959.2505 - logits_profile_predictions_loss: 942.4788 - logcount_predictions_loss: 0.6577 107/2370 [>.............................] - ETA: 37:46 - loss: 959.2094 - logits_profile_predictions_loss: 942.4418 - logcount_predictions_loss: 0.6576 108/2370 [>.............................] - ETA: 37:45 - loss: 959.1828 - logits_profile_predictions_loss: 942.4191 - logcount_predictions_loss: 0.6574 109/2370 [>.............................] - ETA: 37:44 - loss: 959.1559 - logits_profile_predictions_loss: 942.3962 - logcount_predictions_loss: 0.6572 110/2370 [>.............................] - ETA: 37:43 - loss: 959.1272 - logits_profile_predictions_loss: 942.3712 - logcount_predictions_loss: 0.6571 111/2370 [>.............................] - ETA: 37:42 - loss: 959.1105 - logits_profile_predictions_loss: 942.3582 - logcount_predictions_loss: 0.6570 112/2370 [>.............................] - ETA: 37:41 - loss: 959.1006 - logits_profile_predictions_loss: 942.3518 - logcount_predictions_loss: 0.6568 113/2370 [>.............................] - ETA: 37:40 - loss: 959.0891 - logits_profile_predictions_loss: 942.3437 - logcount_predictions_loss: 0.6567 114/2370 [>.............................] - ETA: 37:39 - loss: 959.0866 - logits_profile_predictions_loss: 942.3441 - logcount_predictions_loss: 0.6566 115/2370 [>.............................] - ETA: 37:38 - loss: 959.0863 - logits_profile_predictions_loss: 942.3470 - logcount_predictions_loss: 0.6565 116/2370 [>.............................] - ETA: 37:37 - loss: 959.0837 - logits_profile_predictions_loss: 942.3474 - logcount_predictions_loss: 0.6563 117/2370 [>.............................] - ETA: 37:36 - loss: 959.0628 - logits_profile_predictions_loss: 942.3289 - logcount_predictions_loss: 0.6562 118/2370 [>.............................] - ETA: 37:35 - loss: 959.0355 - logits_profile_predictions_loss: 942.3045 - logcount_predictions_loss: 0.6561 119/2370 [>.............................] - ETA: 37:34 - loss: 959.0198 - logits_profile_predictions_loss: 942.2917 - logcount_predictions_loss: 0.6560 120/2370 [>.............................] - ETA: 37:33 - loss: 958.9941 - logits_profile_predictions_loss: 942.2691 - logcount_predictions_loss: 0.6559 121/2370 [>.............................] - ETA: 37:32 - loss: 958.9791 - logits_profile_predictions_loss: 942.2576 - logcount_predictions_loss: 0.6557 122/2370 [>.............................] - ETA: 37:31 - loss: 958.9706 - logits_profile_predictions_loss: 942.2526 - logcount_predictions_loss: 0.6556 123/2370 [>.............................] - ETA: 37:30 - loss: 958.9628 - logits_profile_predictions_loss: 942.2483 - logcount_predictions_loss: 0.6555 124/2370 [>.............................] - ETA: 37:29 - loss: 958.9527 - logits_profile_predictions_loss: 942.2418 - logcount_predictions_loss: 0.6553 125/2370 [>.............................] - ETA: 37:28 - loss: 958.9471 - logits_profile_predictions_loss: 942.2395 - logcount_predictions_loss: 0.6552 126/2370 [>.............................] - ETA: 37:27 - loss: 958.9358 - logits_profile_predictions_loss: 942.2314 - logcount_predictions_loss: 0.6551 127/2370 [>.............................] - ETA: 37:26 - loss: 958.9204 - 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[============================>.] - ETA: 1:18 - loss: 955.1089 - logits_profile_predictions_loss: 938.3878 - logcount_predictions_loss: 0.6557 2293/2370 [============================>.] - ETA: 1:17 - loss: 955.1086 - logits_profile_predictions_loss: 938.3874 - logcount_predictions_loss: 0.6557 2294/2370 [============================>.] - ETA: 1:16 - loss: 955.1082 - logits_profile_predictions_loss: 938.3871 - logcount_predictions_loss: 0.6557 2295/2370 [============================>.] - ETA: 1:15 - loss: 955.1079 - logits_profile_predictions_loss: 938.3867 - logcount_predictions_loss: 0.6557 2296/2370 [============================>.] - ETA: 1:14 - loss: 955.1076 - logits_profile_predictions_loss: 938.3864 - logcount_predictions_loss: 0.6557 2297/2370 [============================>.] - ETA: 1:13 - loss: 955.1073 - logits_profile_predictions_loss: 938.3860 - logcount_predictions_loss: 0.6557 2298/2370 [============================>.] - ETA: 1:12 - loss: 955.1070 - 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[============================>.] - ETA: 1:05 - loss: 955.1049 - logits_profile_predictions_loss: 938.3835 - logcount_predictions_loss: 0.6557 2306/2370 [============================>.] - ETA: 1:04 - loss: 955.1047 - logits_profile_predictions_loss: 938.3833 - logcount_predictions_loss: 0.6557 2307/2370 [============================>.] - ETA: 1:03 - loss: 955.1045 - logits_profile_predictions_loss: 938.3831 - logcount_predictions_loss: 0.6557 2308/2370 [============================>.] - ETA: 1:02 - loss: 955.1043 - logits_profile_predictions_loss: 938.3828 - logcount_predictions_loss: 0.6557 2309/2370 [============================>.] - ETA: 1:01 - loss: 955.1041 - logits_profile_predictions_loss: 938.3827 - logcount_predictions_loss: 0.6558 2310/2370 [============================>.] - ETA: 1:00 - loss: 955.1039 - logits_profile_predictions_loss: 938.3825 - logcount_predictions_loss: 0.6558 2311/2370 [============================>.] - ETA: 59s - loss: 955.1038 - 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[============================>.] - ETA: 52s - loss: 955.1025 - logits_profile_predictions_loss: 938.3809 - logcount_predictions_loss: 0.6558 2319/2370 [============================>.] - ETA: 51s - loss: 955.1022 - logits_profile_predictions_loss: 938.3806 - logcount_predictions_loss: 0.6558 2320/2370 [============================>.] - ETA: 50s - loss: 955.1020 - logits_profile_predictions_loss: 938.3803 - logcount_predictions_loss: 0.6558 2321/2370 [============================>.] - ETA: 49s - loss: 955.1017 - logits_profile_predictions_loss: 938.3801 - logcount_predictions_loss: 0.6558 2322/2370 [============================>.] - ETA: 48s - loss: 955.1014 - logits_profile_predictions_loss: 938.3798 - logcount_predictions_loss: 0.6558 2323/2370 [============================>.] - ETA: 47s - loss: 955.1012 - logits_profile_predictions_loss: 938.3795 - logcount_predictions_loss: 0.6558 2324/2370 [============================>.] - ETA: 46s - loss: 955.1010 - 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[============================>.] - ETA: 39s - loss: 955.0994 - logits_profile_predictions_loss: 938.3777 - logcount_predictions_loss: 0.6558 2332/2370 [============================>.] - ETA: 38s - loss: 955.0992 - logits_profile_predictions_loss: 938.3774 - logcount_predictions_loss: 0.6558 2333/2370 [============================>.] - ETA: 37s - loss: 955.0990 - logits_profile_predictions_loss: 938.3772 - logcount_predictions_loss: 0.6558 2334/2370 [============================>.] - ETA: 36s - loss: 955.0988 - logits_profile_predictions_loss: 938.3770 - logcount_predictions_loss: 0.6558 2335/2370 [============================>.] - ETA: 35s - loss: 955.0986 - logits_profile_predictions_loss: 938.3768 - logcount_predictions_loss: 0.6558 2336/2370 [============================>.] - ETA: 34s - loss: 955.0984 - logits_profile_predictions_loss: 938.3766 - logcount_predictions_loss: 0.6558 2337/2370 [============================>.] - ETA: 33s - loss: 955.0982 - 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[============================>.] - ETA: 26s - loss: 955.0970 - logits_profile_predictions_loss: 938.3750 - logcount_predictions_loss: 0.6558 2345/2370 [============================>.] - ETA: 25s - loss: 955.0968 - logits_profile_predictions_loss: 938.3748 - logcount_predictions_loss: 0.6558 2346/2370 [============================>.] - ETA: 24s - loss: 955.0966 - logits_profile_predictions_loss: 938.3747 - logcount_predictions_loss: 0.6558 2347/2370 [============================>.] - ETA: 23s - loss: 955.0965 - logits_profile_predictions_loss: 938.3745 - logcount_predictions_loss: 0.6558 2348/2370 [============================>.] - ETA: 22s - loss: 955.0963 - logits_profile_predictions_loss: 938.3743 - logcount_predictions_loss: 0.6558 2349/2370 [============================>.] - ETA: 21s - loss: 955.0961 - logits_profile_predictions_loss: 938.3742 - logcount_predictions_loss: 0.6558 2350/2370 [============================>.] - ETA: 20s - loss: 955.0960 - 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[============================>.] - ETA: 13s - loss: 955.0947 - logits_profile_predictions_loss: 938.3727 - logcount_predictions_loss: 0.6558 2358/2370 [============================>.] - ETA: 12s - loss: 955.0946 - logits_profile_predictions_loss: 938.3725 - logcount_predictions_loss: 0.6558 2359/2370 [============================>.] - ETA: 11s - loss: 955.0944 - logits_profile_predictions_loss: 938.3724 - logcount_predictions_loss: 0.6558 2360/2370 [============================>.] - ETA: 10s - loss: 955.0943 - logits_profile_predictions_loss: 938.3722 - logcount_predictions_loss: 0.6558 2361/2370 [============================>.] - ETA: 9s - loss: 955.0941 - logits_profile_predictions_loss: 938.3720 - logcount_predictions_loss: 0.6558  2362/2370 [============================>.] - ETA: 8s - loss: 955.0939 - logits_profile_predictions_loss: 938.3718 - logcount_predictions_loss: 0.6558 2363/2370 [============================>.] - ETA: 7s - loss: 955.0937 - logits_profile_predictions_loss: 938.3716 - logcount_predictions_loss: 0.6558 2364/2370 [============================>.] - ETA: 6s - loss: 955.0936 - logits_profile_predictions_loss: 938.3715 - logcount_predictions_loss: 0.6558 2365/2370 [============================>.] - ETA: 5s - loss: 955.0935 - logits_profile_predictions_loss: 938.3713 - logcount_predictions_loss: 0.6558 2366/2370 [============================>.] - ETA: 4s - loss: 955.0933 - logits_profile_predictions_loss: 938.3712 - logcount_predictions_loss: 0.6558 2367/2370 [============================>.] - ETA: 3s - loss: 955.0932 - logits_profile_predictions_loss: 938.3710 - logcount_predictions_loss: 0.6558 2368/2370 [============================>.] - ETA: 2s - loss: 955.0931 - logits_profile_predictions_loss: 938.3709 - logcount_predictions_loss: 0.6558 2369/2370 [============================>.] - ETA: 1s - loss: 955.0930 - logits_profile_predictions_loss: 938.3708 - logcount_predictions_loss: 0.6558 2370/2370 [==============================] - ETA: 0s - loss: 955.0930 - logits_profile_predictions_loss: 938.3707 - logcount_predictions_loss: 0.6558 2370/2370 [==============================] - 2498s 1s/step - loss: 955.0929 - logits_profile_predictions_loss: 938.3706 - logcount_predictions_loss: 0.6558 - val_loss: 1183.6406 - val_logits_profile_predictions_loss: 1168.3204 - val_logcount_predictions_loss: 0.6008 Epoch 00005: val_loss did not improve from 1160.74536 Epoch 6/50 1/2370 [..............................] - ETA: 40:32 - loss: 1054.9661 - logits_profile_predictions_loss: 1037.9255 - logcount_predictions_loss: 0.6683 2/2370 [..............................] - ETA: 39:34 - loss: 1041.1866 - logits_profile_predictions_loss: 1023.7280 - logcount_predictions_loss: 0.6847 3/2370 [..............................] - ETA: 39:33 - loss: 1026.1454 - logits_profile_predictions_loss: 1008.8026 - logcount_predictions_loss: 0.6801 4/2370 [..............................] - ETA: 39:33 - loss: 1015.0376 - logits_profile_predictions_loss: 997.9693 - logcount_predictions_loss: 0.6693  5/2370 [..............................] - ETA: 39:32 - loss: 1005.4314 - logits_profile_predictions_loss: 988.2606 - logcount_predictions_loss: 0.6734 6/2370 [..............................] - ETA: 39:31 - loss: 999.0959 - logits_profile_predictions_loss: 981.9909 - logcount_predictions_loss: 0.6708  7/2370 [..............................] - ETA: 39:30 - loss: 994.6981 - logits_profile_predictions_loss: 977.7055 - logcount_predictions_loss: 0.6664 8/2370 [..............................] - ETA: 39:30 - loss: 989.4146 - logits_profile_predictions_loss: 972.4072 - logcount_predictions_loss: 0.6670 9/2370 [..............................] - ETA: 39:29 - loss: 983.4157 - logits_profile_predictions_loss: 966.3289 - logcount_predictions_loss: 0.6701 10/2370 [..............................] - ETA: 39:28 - loss: 980.8830 - logits_profile_predictions_loss: 963.7727 - logcount_predictions_loss: 0.6710 11/2370 [..............................] - ETA: 39:27 - loss: 978.0721 - logits_profile_predictions_loss: 960.9867 - logcount_predictions_loss: 0.6700 12/2370 [..............................] - ETA: 39:25 - loss: 976.7460 - logits_profile_predictions_loss: 959.6434 - logcount_predictions_loss: 0.6707 13/2370 [..............................] - ETA: 39:24 - loss: 977.1307 - logits_profile_predictions_loss: 959.9806 - logcount_predictions_loss: 0.6726 14/2370 [..............................] - ETA: 39:23 - loss: 977.6024 - logits_profile_predictions_loss: 960.4121 - logcount_predictions_loss: 0.6741 15/2370 [..............................] - ETA: 39:21 - loss: 977.3058 - logits_profile_predictions_loss: 960.0975 - logcount_predictions_loss: 0.6748 16/2370 [..............................] - ETA: 39:20 - loss: 976.9035 - logits_profile_predictions_loss: 959.6682 - logcount_predictions_loss: 0.6759 17/2370 [..............................] - ETA: 39:19 - loss: 977.0452 - logits_profile_predictions_loss: 959.8091 - logcount_predictions_loss: 0.6759 18/2370 [..............................] - ETA: 39:18 - loss: 976.6850 - logits_profile_predictions_loss: 959.4586 - logcount_predictions_loss: 0.6755 19/2370 [..............................] - ETA: 39:17 - loss: 976.0298 - logits_profile_predictions_loss: 958.7843 - logcount_predictions_loss: 0.6763 20/2370 [..............................] - ETA: 39:16 - loss: 975.4862 - logits_profile_predictions_loss: 958.2310 - logcount_predictions_loss: 0.6767 21/2370 [..............................] - ETA: 39:14 - loss: 974.8566 - logits_profile_predictions_loss: 957.6000 - logcount_predictions_loss: 0.6767 22/2370 [..............................] - ETA: 39:13 - loss: 974.1453 - logits_profile_predictions_loss: 956.8950 - logcount_predictions_loss: 0.6765 23/2370 [..............................] - ETA: 39:12 - loss: 973.5621 - logits_profile_predictions_loss: 956.3220 - logcount_predictions_loss: 0.6761 24/2370 [..............................] - ETA: 39:11 - loss: 972.7158 - logits_profile_predictions_loss: 955.4906 - logcount_predictions_loss: 0.6755 25/2370 [..............................] - ETA: 39:10 - loss: 971.8009 - logits_profile_predictions_loss: 954.5907 - logcount_predictions_loss: 0.6749 26/2370 [..............................] - ETA: 39:09 - loss: 970.7458 - logits_profile_predictions_loss: 953.5463 - logcount_predictions_loss: 0.6745 27/2370 [..............................] - ETA: 39:08 - loss: 969.6295 - logits_profile_predictions_loss: 952.4323 - logcount_predictions_loss: 0.6744 28/2370 [..............................] - ETA: 39:07 - loss: 968.5796 - logits_profile_predictions_loss: 951.3772 - logcount_predictions_loss: 0.6746 29/2370 [..............................] - ETA: 39:06 - loss: 967.5692 - logits_profile_predictions_loss: 950.3654 - logcount_predictions_loss: 0.6747 30/2370 [..............................] - ETA: 39:05 - loss: 966.4476 - logits_profile_predictions_loss: 949.2432 - logcount_predictions_loss: 0.6747 31/2370 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[===>..........................] - ETA: 34:03 - loss: 944.7043 - logits_profile_predictions_loss: 928.6206 - logcount_predictions_loss: 0.6307 331/2370 [===>..........................] - ETA: 34:02 - loss: 944.6981 - logits_profile_predictions_loss: 928.6155 - logcount_predictions_loss: 0.6307 332/2370 [===>..........................] - ETA: 34:01 - loss: 944.6915 - logits_profile_predictions_loss: 928.6100 - logcount_predictions_loss: 0.6306 333/2370 [===>..........................] - ETA: 34:00 - loss: 944.6837 - logits_profile_predictions_loss: 928.6032 - logcount_predictions_loss: 0.6306 334/2370 [===>..........................] - ETA: 33:59 - loss: 944.6773 - logits_profile_predictions_loss: 928.5979 - logcount_predictions_loss: 0.6306 335/2370 [===>..........................] - ETA: 33:58 - loss: 944.6698 - logits_profile_predictions_loss: 928.5914 - logcount_predictions_loss: 0.6305 336/2370 [===>..........................] - ETA: 33:57 - loss: 944.6618 - logits_profile_predictions_loss: 928.5845 - logcount_predictions_loss: 0.6305 337/2370 [===>..........................] - ETA: 33:56 - loss: 944.6532 - logits_profile_predictions_loss: 928.5769 - logcount_predictions_loss: 0.6304 338/2370 [===>..........................] - ETA: 33:55 - loss: 944.6455 - logits_profile_predictions_loss: 928.5702 - logcount_predictions_loss: 0.6304 339/2370 [===>..........................] - ETA: 33:54 - loss: 944.6379 - logits_profile_predictions_loss: 928.5635 - logcount_predictions_loss: 0.6304 340/2370 [===>..........................] - ETA: 33:53 - loss: 944.6298 - logits_profile_predictions_loss: 928.5564 - logcount_predictions_loss: 0.6303 341/2370 [===>..........................] - ETA: 33:52 - loss: 944.6219 - logits_profile_predictions_loss: 928.5495 - logcount_predictions_loss: 0.6303 342/2370 [===>..........................] - ETA: 33:51 - loss: 944.6141 - logits_profile_predictions_loss: 928.5427 - logcount_predictions_loss: 0.6302 343/2370 [===>..........................] - ETA: 33:50 - loss: 944.6060 - logits_profile_predictions_loss: 928.5356 - logcount_predictions_loss: 0.6302 344/2370 [===>..........................] - ETA: 33:49 - loss: 944.5997 - logits_profile_predictions_loss: 928.5303 - logcount_predictions_loss: 0.6302 345/2370 [===>..........................] - ETA: 33:48 - loss: 944.5926 - logits_profile_predictions_loss: 928.5242 - logcount_predictions_loss: 0.6301 346/2370 [===>..........................] - ETA: 33:47 - loss: 944.5856 - logits_profile_predictions_loss: 928.5182 - logcount_predictions_loss: 0.6301 347/2370 [===>..........................] - ETA: 33:46 - loss: 944.5787 - logits_profile_predictions_loss: 928.5123 - logcount_predictions_loss: 0.6301 348/2370 [===>..........................] - ETA: 33:45 - loss: 944.5724 - logits_profile_predictions_loss: 928.5068 - logcount_predictions_loss: 0.6300 349/2370 [===>..........................] - ETA: 33:44 - loss: 944.5655 - 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[===>..........................] - ETA: 33:37 - loss: 944.5154 - logits_profile_predictions_loss: 928.4564 - logcount_predictions_loss: 0.6298 357/2370 [===>..........................] - ETA: 33:36 - loss: 944.5070 - logits_profile_predictions_loss: 928.4487 - logcount_predictions_loss: 0.6297 358/2370 [===>..........................] - ETA: 33:35 - loss: 944.4983 - logits_profile_predictions_loss: 928.4408 - logcount_predictions_loss: 0.6297 359/2370 [===>..........................] - ETA: 33:34 - loss: 944.4876 - logits_profile_predictions_loss: 928.4308 - logcount_predictions_loss: 0.6297 360/2370 [===>..........................] - ETA: 33:33 - loss: 944.4764 - logits_profile_predictions_loss: 928.4204 - logcount_predictions_loss: 0.6296 361/2370 [===>..........................] - ETA: 33:32 - loss: 944.4648 - logits_profile_predictions_loss: 928.4095 - logcount_predictions_loss: 0.6296 362/2370 [===>..........................] - ETA: 33:31 - loss: 944.4535 - 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[===>..........................] - ETA: 33:24 - loss: 944.3947 - logits_profile_predictions_loss: 928.3451 - logcount_predictions_loss: 0.6294 370/2370 [===>..........................] - ETA: 33:23 - loss: 944.3865 - logits_profile_predictions_loss: 928.3377 - logcount_predictions_loss: 0.6294 371/2370 [===>..........................] - ETA: 33:22 - loss: 944.3790 - logits_profile_predictions_loss: 928.3309 - logcount_predictions_loss: 0.6293 372/2370 [===>..........................] - ETA: 33:21 - loss: 944.3714 - logits_profile_predictions_loss: 928.3240 - logcount_predictions_loss: 0.6293 373/2370 [===>..........................] - ETA: 33:20 - loss: 944.3650 - logits_profile_predictions_loss: 928.3184 - logcount_predictions_loss: 0.6293 374/2370 [===>..........................] - ETA: 33:19 - loss: 944.3581 - logits_profile_predictions_loss: 928.3123 - logcount_predictions_loss: 0.6292 375/2370 [===>..........................] - ETA: 33:18 - loss: 944.3509 - 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[===>..........................] - ETA: 33:11 - loss: 944.3060 - logits_profile_predictions_loss: 928.2661 - logcount_predictions_loss: 0.6290 383/2370 [===>..........................] - ETA: 33:10 - loss: 944.3009 - logits_profile_predictions_loss: 928.2618 - logcount_predictions_loss: 0.6290 384/2370 [===>..........................] - ETA: 33:09 - loss: 944.2963 - logits_profile_predictions_loss: 928.2580 - logcount_predictions_loss: 0.6290 385/2370 [===>..........................] - ETA: 33:08 - loss: 944.2912 - logits_profile_predictions_loss: 928.2537 - logcount_predictions_loss: 0.6289 386/2370 [===>..........................] - ETA: 33:07 - loss: 944.2855 - logits_profile_predictions_loss: 928.2488 - logcount_predictions_loss: 0.6289 387/2370 [===>..........................] - ETA: 33:06 - loss: 944.2797 - logits_profile_predictions_loss: 928.2438 - logcount_predictions_loss: 0.6289 388/2370 [===>..........................] - ETA: 33:05 - loss: 944.2746 - 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[====>.........................] - ETA: 32:58 - loss: 944.2360 - logits_profile_predictions_loss: 928.2056 - logcount_predictions_loss: 0.6286 396/2370 [====>.........................] - ETA: 32:57 - loss: 944.2296 - logits_profile_predictions_loss: 928.1999 - logcount_predictions_loss: 0.6286 397/2370 [====>.........................] - ETA: 32:56 - loss: 944.2223 - logits_profile_predictions_loss: 928.1934 - logcount_predictions_loss: 0.6286 398/2370 [====>.........................] - ETA: 32:55 - loss: 944.2171 - logits_profile_predictions_loss: 928.1888 - logcount_predictions_loss: 0.6286 399/2370 [====>.........................] - ETA: 32:54 - loss: 944.2119 - logits_profile_predictions_loss: 928.1843 - logcount_predictions_loss: 0.6285 400/2370 [====>.........................] - ETA: 32:53 - loss: 944.2064 - logits_profile_predictions_loss: 928.1794 - logcount_predictions_loss: 0.6285 401/2370 [====>.........................] - ETA: 32:52 - loss: 944.2013 - logits_profile_predictions_loss: 928.1750 - logcount_predictions_loss: 0.6285 402/2370 [====>.........................] - ETA: 32:51 - loss: 944.1966 - logits_profile_predictions_loss: 928.1711 - logcount_predictions_loss: 0.6285 403/2370 [====>.........................] - ETA: 32:50 - loss: 944.1920 - logits_profile_predictions_loss: 928.1672 - logcount_predictions_loss: 0.6284 404/2370 [====>.........................] - ETA: 32:49 - loss: 944.1877 - logits_profile_predictions_loss: 928.1635 - logcount_predictions_loss: 0.6284 405/2370 [====>.........................] - ETA: 32:48 - loss: 944.1860 - logits_profile_predictions_loss: 928.1625 - logcount_predictions_loss: 0.6284 406/2370 [====>.........................] - ETA: 32:47 - loss: 944.1844 - logits_profile_predictions_loss: 928.1616 - logcount_predictions_loss: 0.6283 407/2370 [====>.........................] - ETA: 32:46 - loss: 944.1830 - logits_profile_predictions_loss: 928.1608 - logcount_predictions_loss: 0.6283 408/2370 [====>.........................] - ETA: 32:45 - loss: 944.1822 - logits_profile_predictions_loss: 928.1607 - logcount_predictions_loss: 0.6283 409/2370 [====>.........................] - ETA: 32:44 - loss: 944.1811 - logits_profile_predictions_loss: 928.1603 - logcount_predictions_loss: 0.6283 410/2370 [====>.........................] - ETA: 32:43 - loss: 944.1804 - logits_profile_predictions_loss: 928.1603 - logcount_predictions_loss: 0.6282 411/2370 [====>.........................] - ETA: 32:42 - loss: 944.1804 - logits_profile_predictions_loss: 928.1609 - logcount_predictions_loss: 0.6282 412/2370 [====>.........................] - ETA: 32:41 - loss: 944.1802 - logits_profile_predictions_loss: 928.1614 - logcount_predictions_loss: 0.6282 413/2370 [====>.........................] - ETA: 32:40 - loss: 944.1812 - logits_profile_predictions_loss: 928.1630 - logcount_predictions_loss: 0.6282 414/2370 [====>.........................] - ETA: 32:39 - loss: 944.1830 - logits_profile_predictions_loss: 928.1655 - logcount_predictions_loss: 0.6281 415/2370 [====>.........................] - ETA: 32:38 - loss: 944.1849 - logits_profile_predictions_loss: 928.1680 - logcount_predictions_loss: 0.6281 416/2370 [====>.........................] - ETA: 32:37 - loss: 944.1864 - logits_profile_predictions_loss: 928.1703 - logcount_predictions_loss: 0.6281 417/2370 [====>.........................] - ETA: 32:36 - loss: 944.1894 - logits_profile_predictions_loss: 928.1739 - logcount_predictions_loss: 0.6281 418/2370 [====>.........................] - ETA: 32:35 - loss: 944.1922 - logits_profile_predictions_loss: 928.1774 - logcount_predictions_loss: 0.6280 419/2370 [====>.........................] - ETA: 32:34 - loss: 944.1958 - logits_profile_predictions_loss: 928.1816 - logcount_predictions_loss: 0.6280 420/2370 [====>.........................] - ETA: 32:33 - loss: 944.1994 - logits_profile_predictions_loss: 928.1860 - logcount_predictions_loss: 0.6280 421/2370 [====>.........................] - ETA: 32:32 - loss: 944.2029 - logits_profile_predictions_loss: 928.1901 - logcount_predictions_loss: 0.6280 422/2370 [====>.........................] - ETA: 32:31 - loss: 944.2063 - logits_profile_predictions_loss: 928.1941 - logcount_predictions_loss: 0.6279 423/2370 [====>.........................] - ETA: 32:30 - loss: 944.2090 - logits_profile_predictions_loss: 928.1975 - logcount_predictions_loss: 0.6279 424/2370 [====>.........................] - ETA: 32:29 - loss: 944.2115 - logits_profile_predictions_loss: 928.2006 - logcount_predictions_loss: 0.6279 425/2370 [====>.........................] - ETA: 32:28 - loss: 944.2126 - logits_profile_predictions_loss: 928.2024 - logcount_predictions_loss: 0.6279 426/2370 [====>.........................] - ETA: 32:27 - loss: 944.2139 - logits_profile_predictions_loss: 928.2042 - logcount_predictions_loss: 0.6278 427/2370 [====>.........................] - ETA: 32:26 - loss: 944.2168 - logits_profile_predictions_loss: 928.2077 - logcount_predictions_loss: 0.6278 428/2370 [====>.........................] - ETA: 32:25 - loss: 944.2197 - logits_profile_predictions_loss: 928.2112 - logcount_predictions_loss: 0.6278 429/2370 [====>.........................] - ETA: 32:24 - loss: 944.2229 - logits_profile_predictions_loss: 928.2151 - logcount_predictions_loss: 0.6278 430/2370 [====>.........................] - ETA: 32:23 - loss: 944.2278 - logits_profile_predictions_loss: 928.2205 - logcount_predictions_loss: 0.6277 431/2370 [====>.........................] - ETA: 32:22 - loss: 944.2322 - logits_profile_predictions_loss: 928.2254 - logcount_predictions_loss: 0.6277 432/2370 [====>.........................] - ETA: 32:21 - loss: 944.2368 - logits_profile_predictions_loss: 928.2305 - logcount_predictions_loss: 0.6277 433/2370 [====>.........................] - ETA: 32:20 - loss: 944.2410 - logits_profile_predictions_loss: 928.2353 - logcount_predictions_loss: 0.6277 434/2370 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logits_profile_predictions_loss: 931.1627 - logcount_predictions_loss: 0.6281 2313/2370 [============================>.] - ETA: 57s - loss: 947.1788 - logits_profile_predictions_loss: 931.1629 - logcount_predictions_loss: 0.6281 2314/2370 [============================>.] - ETA: 56s - loss: 947.1789 - logits_profile_predictions_loss: 931.1630 - logcount_predictions_loss: 0.6281 2315/2370 [============================>.] - ETA: 55s - loss: 947.1791 - logits_profile_predictions_loss: 931.1631 - logcount_predictions_loss: 0.6281 2316/2370 [============================>.] - ETA: 54s - loss: 947.1792 - logits_profile_predictions_loss: 931.1633 - logcount_predictions_loss: 0.6281 2317/2370 [============================>.] - ETA: 53s - loss: 947.1793 - logits_profile_predictions_loss: 931.1634 - logcount_predictions_loss: 0.6281 2318/2370 [============================>.] - ETA: 52s - loss: 947.1794 - logits_profile_predictions_loss: 931.1635 - logcount_predictions_loss: 0.6281 2319/2370 [============================>.] - ETA: 51s - loss: 947.1795 - logits_profile_predictions_loss: 931.1636 - logcount_predictions_loss: 0.6281 2320/2370 [============================>.] - ETA: 50s - loss: 947.1796 - logits_profile_predictions_loss: 931.1637 - logcount_predictions_loss: 0.6281 2321/2370 [============================>.] - ETA: 49s - loss: 947.1796 - logits_profile_predictions_loss: 931.1638 - logcount_predictions_loss: 0.6281 2322/2370 [============================>.] - ETA: 48s - loss: 947.1797 - logits_profile_predictions_loss: 931.1638 - logcount_predictions_loss: 0.6281 2323/2370 [============================>.] - ETA: 47s - loss: 947.1797 - logits_profile_predictions_loss: 931.1639 - logcount_predictions_loss: 0.6281 2324/2370 [============================>.] - ETA: 46s - loss: 947.1798 - logits_profile_predictions_loss: 931.1640 - logcount_predictions_loss: 0.6281 2325/2370 [============================>.] - ETA: 45s - loss: 947.1799 - logits_profile_predictions_loss: 931.1641 - logcount_predictions_loss: 0.6281 2326/2370 [============================>.] - ETA: 44s - loss: 947.1800 - logits_profile_predictions_loss: 931.1642 - logcount_predictions_loss: 0.6281 2327/2370 [============================>.] - ETA: 43s - loss: 947.1801 - logits_profile_predictions_loss: 931.1642 - logcount_predictions_loss: 0.6281 2328/2370 [============================>.] - ETA: 42s - loss: 947.1802 - logits_profile_predictions_loss: 931.1643 - logcount_predictions_loss: 0.6281 2329/2370 [============================>.] - ETA: 41s - loss: 947.1802 - logits_profile_predictions_loss: 931.1644 - logcount_predictions_loss: 0.6281 2330/2370 [============================>.] - ETA: 40s - loss: 947.1803 - logits_profile_predictions_loss: 931.1645 - logcount_predictions_loss: 0.6281 2331/2370 [============================>.] - ETA: 39s - loss: 947.1804 - logits_profile_predictions_loss: 931.1646 - logcount_predictions_loss: 0.6281 2332/2370 [============================>.] - ETA: 38s - loss: 947.1805 - logits_profile_predictions_loss: 931.1647 - logcount_predictions_loss: 0.6281 2333/2370 [============================>.] - ETA: 37s - loss: 947.1805 - logits_profile_predictions_loss: 931.1648 - logcount_predictions_loss: 0.6281 2334/2370 [============================>.] - ETA: 36s - loss: 947.1806 - logits_profile_predictions_loss: 931.1648 - logcount_predictions_loss: 0.6281 2335/2370 [============================>.] - ETA: 35s - loss: 947.1806 - logits_profile_predictions_loss: 931.1649 - logcount_predictions_loss: 0.6281 2336/2370 [============================>.] - ETA: 34s - loss: 947.1807 - logits_profile_predictions_loss: 931.1649 - logcount_predictions_loss: 0.6281 2337/2370 [============================>.] - ETA: 33s - loss: 947.1807 - logits_profile_predictions_loss: 931.1649 - logcount_predictions_loss: 0.6281 2338/2370 [============================>.] - ETA: 32s - loss: 947.1807 - logits_profile_predictions_loss: 931.1649 - logcount_predictions_loss: 0.6281 2339/2370 [============================>.] - ETA: 31s - loss: 947.1807 - logits_profile_predictions_loss: 931.1650 - logcount_predictions_loss: 0.6281 2340/2370 [============================>.] - ETA: 30s - loss: 947.1807 - logits_profile_predictions_loss: 931.1650 - logcount_predictions_loss: 0.6281 2341/2370 [============================>.] - ETA: 29s - loss: 947.1807 - logits_profile_predictions_loss: 931.1650 - logcount_predictions_loss: 0.6281 2342/2370 [============================>.] - ETA: 28s - loss: 947.1807 - logits_profile_predictions_loss: 931.1650 - logcount_predictions_loss: 0.6281 2343/2370 [============================>.] - ETA: 27s - loss: 947.1806 - logits_profile_predictions_loss: 931.1649 - logcount_predictions_loss: 0.6281 2344/2370 [============================>.] - ETA: 26s - loss: 947.1806 - logits_profile_predictions_loss: 931.1649 - logcount_predictions_loss: 0.6281 2345/2370 [============================>.] - ETA: 25s - loss: 947.1806 - logits_profile_predictions_loss: 931.1649 - logcount_predictions_loss: 0.6281 2346/2370 [============================>.] - ETA: 24s - loss: 947.1805 - logits_profile_predictions_loss: 931.1648 - logcount_predictions_loss: 0.6281 2347/2370 [============================>.] - ETA: 23s - loss: 947.1805 - logits_profile_predictions_loss: 931.1648 - logcount_predictions_loss: 0.6281 2348/2370 [============================>.] - ETA: 22s - loss: 947.1804 - logits_profile_predictions_loss: 931.1647 - logcount_predictions_loss: 0.6281 2349/2370 [============================>.] - ETA: 21s - loss: 947.1804 - logits_profile_predictions_loss: 931.1647 - logcount_predictions_loss: 0.6281 2350/2370 [============================>.] - ETA: 20s - loss: 947.1803 - logits_profile_predictions_loss: 931.1647 - logcount_predictions_loss: 0.6281 2351/2370 [============================>.] - ETA: 19s - loss: 947.1803 - logits_profile_predictions_loss: 931.1646 - logcount_predictions_loss: 0.6281 2352/2370 [============================>.] - ETA: 18s - loss: 947.1802 - logits_profile_predictions_loss: 931.1645 - logcount_predictions_loss: 0.6281 2353/2370 [============================>.] - ETA: 17s - loss: 947.1801 - logits_profile_predictions_loss: 931.1644 - logcount_predictions_loss: 0.6281 2354/2370 [============================>.] - ETA: 16s - loss: 947.1800 - logits_profile_predictions_loss: 931.1644 - logcount_predictions_loss: 0.6281 2355/2370 [============================>.] - ETA: 15s - loss: 947.1799 - logits_profile_predictions_loss: 931.1643 - logcount_predictions_loss: 0.6281 2356/2370 [============================>.] - ETA: 14s - loss: 947.1798 - logits_profile_predictions_loss: 931.1642 - logcount_predictions_loss: 0.6281 2357/2370 [============================>.] - ETA: 13s - loss: 947.1797 - logits_profile_predictions_loss: 931.1641 - logcount_predictions_loss: 0.6281 2358/2370 [============================>.] - ETA: 12s - loss: 947.1797 - logits_profile_predictions_loss: 931.1640 - logcount_predictions_loss: 0.6281 2359/2370 [============================>.] - ETA: 11s - loss: 947.1796 - logits_profile_predictions_loss: 931.1640 - logcount_predictions_loss: 0.6281 2360/2370 [============================>.] - ETA: 10s - loss: 947.1795 - logits_profile_predictions_loss: 931.1640 - logcount_predictions_loss: 0.6281 2361/2370 [============================>.] - ETA: 9s - loss: 947.1795 - logits_profile_predictions_loss: 931.1639 - logcount_predictions_loss: 0.6281  2362/2370 [============================>.] - ETA: 8s - loss: 947.1795 - logits_profile_predictions_loss: 931.1639 - logcount_predictions_loss: 0.6281 2363/2370 [============================>.] - ETA: 7s - loss: 947.1794 - logits_profile_predictions_loss: 931.1639 - logcount_predictions_loss: 0.6281 2364/2370 [============================>.] - ETA: 6s - loss: 947.1794 - logits_profile_predictions_loss: 931.1638 - logcount_predictions_loss: 0.6281 2365/2370 [============================>.] - ETA: 5s - loss: 947.1794 - logits_profile_predictions_loss: 931.1638 - logcount_predictions_loss: 0.6281 2366/2370 [============================>.] - ETA: 4s - loss: 947.1794 - logits_profile_predictions_loss: 931.1639 - logcount_predictions_loss: 0.6281 2367/2370 [============================>.] - ETA: 3s - loss: 947.1794 - logits_profile_predictions_loss: 931.1639 - logcount_predictions_loss: 0.6281 2368/2370 [============================>.] - ETA: 2s - loss: 947.1794 - logits_profile_predictions_loss: 931.1639 - logcount_predictions_loss: 0.6281 2369/2370 [============================>.] - ETA: 1s - loss: 947.1794 - logits_profile_predictions_loss: 931.1639 - logcount_predictions_loss: 0.6281 2370/2370 [==============================] - ETA: 0s - loss: 947.1794 - logits_profile_predictions_loss: 931.1639 - logcount_predictions_loss: 0.6281 2370/2370 [==============================] - 2501s 1s/step - loss: 947.1794 - logits_profile_predictions_loss: 931.1639 - logcount_predictions_loss: 0.6281 - val_loss: 1178.7742 - val_logits_profile_predictions_loss: 1163.8457 - val_logcount_predictions_loss: 0.5854 Epoch 00006: val_loss did not improve from 1160.74536 Epoch 7/50 1/2370 [..............................] - ETA: 40:31 - loss: 899.3511 - logits_profile_predictions_loss: 882.1737 - logcount_predictions_loss: 0.6736 2/2370 [..............................] - ETA: 39:38 - loss: 907.9597 - logits_profile_predictions_loss: 891.9098 - logcount_predictions_loss: 0.6294 3/2370 [..............................] - ETA: 39:36 - loss: 892.2253 - logits_profile_predictions_loss: 876.1278 - logcount_predictions_loss: 0.6313 4/2370 [..............................] - ETA: 39:33 - loss: 882.4759 - logits_profile_predictions_loss: 866.1971 - logcount_predictions_loss: 0.6384 5/2370 [..............................] - ETA: 39:31 - loss: 878.7040 - logits_profile_predictions_loss: 862.4807 - logcount_predictions_loss: 0.6362 6/2370 [..............................] - ETA: 39:30 - loss: 878.4279 - logits_profile_predictions_loss: 862.1216 - logcount_predictions_loss: 0.6395 7/2370 [..............................] - ETA: 39:28 - loss: 877.7525 - logits_profile_predictions_loss: 861.4272 - logcount_predictions_loss: 0.6402 8/2370 [..............................] - ETA: 39:27 - loss: 875.8818 - logits_profile_predictions_loss: 859.5505 - logcount_predictions_loss: 0.6404 9/2370 [..............................] - ETA: 39:26 - loss: 874.3181 - logits_profile_predictions_loss: 858.0448 - logcount_predictions_loss: 0.6382 10/2370 [..............................] - ETA: 39:25 - loss: 875.4543 - logits_profile_predictions_loss: 859.2291 - logcount_predictions_loss: 0.6363 11/2370 [..............................] - ETA: 39:24 - loss: 876.8415 - logits_profile_predictions_loss: 860.6726 - logcount_predictions_loss: 0.6341 12/2370 [..............................] - ETA: 39:23 - loss: 879.5911 - logits_profile_predictions_loss: 863.4641 - logcount_predictions_loss: 0.6324 13/2370 [..............................] - ETA: 39:22 - loss: 882.6995 - logits_profile_predictions_loss: 866.5714 - logcount_predictions_loss: 0.6325 14/2370 [..............................] - ETA: 39:21 - loss: 884.5636 - logits_profile_predictions_loss: 868.4483 - logcount_predictions_loss: 0.6320 15/2370 [..............................] - ETA: 39:20 - loss: 886.1964 - logits_profile_predictions_loss: 870.0644 - logcount_predictions_loss: 0.6326 16/2370 [..............................] - ETA: 39:19 - loss: 887.4848 - logits_profile_predictions_loss: 871.3311 - logcount_predictions_loss: 0.6335 17/2370 [..............................] - ETA: 39:18 - loss: 888.4365 - logits_profile_predictions_loss: 872.2501 - logcount_predictions_loss: 0.6348 18/2370 [..............................] - ETA: 39:17 - loss: 889.5500 - logits_profile_predictions_loss: 873.3323 - logcount_predictions_loss: 0.6360 19/2370 [..............................] - ETA: 39:16 - loss: 890.0886 - logits_profile_predictions_loss: 873.8554 - logcount_predictions_loss: 0.6366 20/2370 [..............................] - ETA: 39:15 - loss: 890.8820 - logits_profile_predictions_loss: 874.6431 - logcount_predictions_loss: 0.6368 21/2370 [..............................] - ETA: 39:14 - loss: 891.7584 - logits_profile_predictions_loss: 875.5066 - logcount_predictions_loss: 0.6373 22/2370 [..............................] - ETA: 39:13 - loss: 892.5006 - logits_profile_predictions_loss: 876.2198 - logcount_predictions_loss: 0.6385 23/2370 [..............................] - ETA: 39:12 - loss: 893.3249 - logits_profile_predictions_loss: 877.0162 - logcount_predictions_loss: 0.6396 24/2370 [..............................] - ETA: 39:11 - loss: 894.0646 - logits_profile_predictions_loss: 877.7349 - logcount_predictions_loss: 0.6404 25/2370 [..............................] - ETA: 39:09 - loss: 894.5980 - logits_profile_predictions_loss: 878.2506 - logcount_predictions_loss: 0.6411 26/2370 [..............................] - ETA: 39:08 - loss: 894.9517 - logits_profile_predictions_loss: 878.5863 - logcount_predictions_loss: 0.6418 27/2370 [..............................] - ETA: 39:07 - loss: 895.4256 - logits_profile_predictions_loss: 879.0473 - logcount_predictions_loss: 0.6423 28/2370 [..............................] - ETA: 39:06 - loss: 896.0594 - logits_profile_predictions_loss: 879.6688 - logcount_predictions_loss: 0.6428 29/2370 [..............................] - ETA: 39:05 - loss: 896.4939 - logits_profile_predictions_loss: 880.0951 - logcount_predictions_loss: 0.6431 30/2370 [..............................] - ETA: 39:04 - loss: 896.8814 - logits_profile_predictions_loss: 880.4751 - logcount_predictions_loss: 0.6434 31/2370 [..............................] - ETA: 39:03 - loss: 897.1607 - logits_profile_predictions_loss: 880.7537 - logcount_predictions_loss: 0.6434 32/2370 [..............................] - ETA: 39:02 - loss: 897.4666 - logits_profile_predictions_loss: 881.0587 - logcount_predictions_loss: 0.6434 33/2370 [..............................] - ETA: 39:01 - loss: 897.8018 - logits_profile_predictions_loss: 881.3991 - logcount_predictions_loss: 0.6432 34/2370 [..............................] - ETA: 39:00 - loss: 898.3228 - logits_profile_predictions_loss: 881.9280 - logcount_predictions_loss: 0.6429 35/2370 [..............................] - ETA: 38:59 - loss: 898.8048 - logits_profile_predictions_loss: 882.4164 - logcount_predictions_loss: 0.6427 36/2370 [..............................] - ETA: 38:58 - loss: 899.3118 - logits_profile_predictions_loss: 882.9314 - logcount_predictions_loss: 0.6424 37/2370 [..............................] - ETA: 38:57 - loss: 899.8396 - logits_profile_predictions_loss: 883.4666 - logcount_predictions_loss: 0.6421 38/2370 [..............................] - ETA: 38:56 - loss: 900.3659 - logits_profile_predictions_loss: 883.9896 - logcount_predictions_loss: 0.6422 39/2370 [..............................] - ETA: 38:55 - loss: 900.8782 - logits_profile_predictions_loss: 884.5017 - logcount_predictions_loss: 0.6422 40/2370 [..............................] - ETA: 38:54 - loss: 901.2590 - logits_profile_predictions_loss: 884.8805 - logcount_predictions_loss: 0.6423 41/2370 [..............................] - ETA: 38:53 - loss: 901.6215 - logits_profile_predictions_loss: 885.2407 - logcount_predictions_loss: 0.6424 42/2370 [..............................] - ETA: 38:52 - loss: 901.9667 - logits_profile_predictions_loss: 885.5819 - logcount_predictions_loss: 0.6425 43/2370 [..............................] - ETA: 38:51 - loss: 902.3923 - logits_profile_predictions_loss: 886.0040 - logcount_predictions_loss: 0.6427 44/2370 [..............................] - ETA: 38:50 - loss: 902.8009 - logits_profile_predictions_loss: 886.4089 - logcount_predictions_loss: 0.6428 45/2370 [..............................] - ETA: 38:49 - loss: 903.1759 - logits_profile_predictions_loss: 886.7814 - logcount_predictions_loss: 0.6429 46/2370 [..............................] - ETA: 38:48 - loss: 903.6361 - logits_profile_predictions_loss: 887.2403 - logcount_predictions_loss: 0.6430 47/2370 [..............................] - ETA: 38:47 - loss: 904.0425 - logits_profile_predictions_loss: 887.6472 - logcount_predictions_loss: 0.6430 48/2370 [..............................] - ETA: 38:46 - loss: 904.3690 - logits_profile_predictions_loss: 887.9748 - logcount_predictions_loss: 0.6429 49/2370 [..............................] - ETA: 38:45 - loss: 904.6550 - logits_profile_predictions_loss: 888.2624 - logcount_predictions_loss: 0.6428 50/2370 [..............................] - ETA: 38:44 - loss: 904.9352 - logits_profile_predictions_loss: 888.5445 - logcount_predictions_loss: 0.6428 51/2370 [..............................] - ETA: 38:43 - loss: 905.1700 - logits_profile_predictions_loss: 888.7810 - logcount_predictions_loss: 0.6427 52/2370 [..............................] - ETA: 38:42 - loss: 905.3854 - logits_profile_predictions_loss: 888.9988 - logcount_predictions_loss: 0.6426 53/2370 [..............................] - ETA: 38:41 - loss: 905.6044 - logits_profile_predictions_loss: 889.2217 - logcount_predictions_loss: 0.6425 54/2370 [..............................] - ETA: 38:40 - loss: 905.8236 - logits_profile_predictions_loss: 889.4435 - logcount_predictions_loss: 0.6424 55/2370 [..............................] - ETA: 38:39 - loss: 905.9953 - logits_profile_predictions_loss: 889.6188 - logcount_predictions_loss: 0.6422 56/2370 [..............................] - ETA: 38:38 - loss: 906.1696 - logits_profile_predictions_loss: 889.7941 - logcount_predictions_loss: 0.6422 57/2370 [..............................] - ETA: 38:37 - loss: 906.3084 - logits_profile_predictions_loss: 889.9339 - logcount_predictions_loss: 0.6421 58/2370 [..............................] - ETA: 38:36 - loss: 906.4624 - logits_profile_predictions_loss: 890.0899 - logcount_predictions_loss: 0.6421 59/2370 [..............................] - ETA: 38:35 - loss: 906.6261 - logits_profile_predictions_loss: 890.2560 - logcount_predictions_loss: 0.6420 60/2370 [..............................] - ETA: 38:34 - loss: 906.7669 - logits_profile_predictions_loss: 890.4003 - logcount_predictions_loss: 0.6418 61/2370 [..............................] - ETA: 38:33 - loss: 906.9214 - logits_profile_predictions_loss: 890.5594 - logcount_predictions_loss: 0.6416 62/2370 [..............................] - ETA: 38:32 - loss: 907.1127 - logits_profile_predictions_loss: 890.7541 - logcount_predictions_loss: 0.6415 63/2370 [..............................] - ETA: 38:31 - loss: 907.2597 - logits_profile_predictions_loss: 890.9036 - logcount_predictions_loss: 0.6414 64/2370 [..............................] - ETA: 38:30 - loss: 907.3667 - 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[..............................] - ETA: 38:23 - loss: 907.3661 - logits_profile_predictions_loss: 891.0549 - logcount_predictions_loss: 0.6397 72/2370 [..............................] - ETA: 38:22 - loss: 907.3482 - logits_profile_predictions_loss: 891.0434 - logcount_predictions_loss: 0.6394 73/2370 [..............................] - ETA: 38:21 - loss: 907.3344 - logits_profile_predictions_loss: 891.0353 - logcount_predictions_loss: 0.6392 74/2370 [..............................] - ETA: 38:20 - loss: 907.3022 - logits_profile_predictions_loss: 891.0094 - logcount_predictions_loss: 0.6389 75/2370 [..............................] - ETA: 38:19 - loss: 907.2787 - logits_profile_predictions_loss: 890.9924 - logcount_predictions_loss: 0.6387 76/2370 [..............................] - ETA: 38:18 - loss: 907.2842 - logits_profile_predictions_loss: 891.0051 - logcount_predictions_loss: 0.6384 77/2370 [..............................] - ETA: 38:17 - loss: 907.2950 - 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[===>..........................] - ETA: 33:36 - loss: 914.1431 - logits_profile_predictions_loss: 898.7408 - logcount_predictions_loss: 0.6040 358/2370 [===>..........................] - ETA: 33:35 - loss: 914.1601 - logits_profile_predictions_loss: 898.7592 - logcount_predictions_loss: 0.6040 359/2370 [===>..........................] - ETA: 33:34 - loss: 914.1781 - logits_profile_predictions_loss: 898.7784 - logcount_predictions_loss: 0.6039 360/2370 [===>..........................] - ETA: 33:33 - loss: 914.1958 - logits_profile_predictions_loss: 898.7974 - logcount_predictions_loss: 0.6038 361/2370 [===>..........................] - ETA: 33:32 - loss: 914.2134 - logits_profile_predictions_loss: 898.8163 - logcount_predictions_loss: 0.6038 362/2370 [===>..........................] - ETA: 33:31 - loss: 914.2297 - logits_profile_predictions_loss: 898.8340 - logcount_predictions_loss: 0.6037 363/2370 [===>..........................] - ETA: 33:30 - loss: 914.2464 - 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[===>..........................] - ETA: 33:23 - loss: 914.3664 - logits_profile_predictions_loss: 898.9816 - logcount_predictions_loss: 0.6033 371/2370 [===>..........................] - ETA: 33:22 - loss: 914.3860 - logits_profile_predictions_loss: 899.0026 - logcount_predictions_loss: 0.6033 372/2370 [===>..........................] - ETA: 33:21 - loss: 914.4046 - logits_profile_predictions_loss: 899.0226 - logcount_predictions_loss: 0.6032 373/2370 [===>..........................] - ETA: 33:20 - loss: 914.4237 - logits_profile_predictions_loss: 899.0431 - logcount_predictions_loss: 0.6032 374/2370 [===>..........................] - ETA: 33:19 - loss: 914.4431 - logits_profile_predictions_loss: 899.0640 - logcount_predictions_loss: 0.6031 375/2370 [===>..........................] - ETA: 33:18 - loss: 914.4615 - logits_profile_predictions_loss: 899.0838 - logcount_predictions_loss: 0.6030 376/2370 [===>..........................] - ETA: 33:17 - loss: 914.4792 - logits_profile_predictions_loss: 899.1030 - logcount_predictions_loss: 0.6030 377/2370 [===>..........................] - ETA: 33:16 - loss: 914.4955 - logits_profile_predictions_loss: 899.1208 - logcount_predictions_loss: 0.6029 378/2370 [===>..........................] - ETA: 33:15 - loss: 914.5126 - logits_profile_predictions_loss: 899.1394 - logcount_predictions_loss: 0.6029 379/2370 [===>..........................] - ETA: 33:14 - loss: 914.5279 - logits_profile_predictions_loss: 899.1561 - logcount_predictions_loss: 0.6028 380/2370 [===>..........................] - ETA: 33:13 - loss: 914.5435 - logits_profile_predictions_loss: 899.1732 - logcount_predictions_loss: 0.6027 381/2370 [===>..........................] - ETA: 33:12 - loss: 914.5586 - logits_profile_predictions_loss: 899.1898 - logcount_predictions_loss: 0.6027 382/2370 [===>..........................] - ETA: 33:11 - loss: 914.5744 - logits_profile_predictions_loss: 899.2071 - logcount_predictions_loss: 0.6026 383/2370 [===>..........................] - ETA: 33:10 - loss: 914.5917 - logits_profile_predictions_loss: 899.2259 - logcount_predictions_loss: 0.6026 384/2370 [===>..........................] - ETA: 33:09 - loss: 914.6078 - logits_profile_predictions_loss: 899.2435 - logcount_predictions_loss: 0.6025 385/2370 [===>..........................] - ETA: 33:08 - loss: 914.6231 - logits_profile_predictions_loss: 899.2602 - logcount_predictions_loss: 0.6025 386/2370 [===>..........................] - ETA: 33:07 - loss: 914.6374 - logits_profile_predictions_loss: 899.2759 - logcount_predictions_loss: 0.6024 387/2370 [===>..........................] - ETA: 33:06 - loss: 914.6515 - logits_profile_predictions_loss: 899.2914 - logcount_predictions_loss: 0.6023 388/2370 [===>..........................] - ETA: 33:05 - loss: 914.6655 - logits_profile_predictions_loss: 899.3068 - logcount_predictions_loss: 0.6023 389/2370 [===>..........................] - ETA: 33:04 - loss: 914.6798 - logits_profile_predictions_loss: 899.3225 - logcount_predictions_loss: 0.6022 390/2370 [===>..........................] - ETA: 33:03 - loss: 914.6963 - logits_profile_predictions_loss: 899.3404 - logcount_predictions_loss: 0.6022 391/2370 [===>..........................] - ETA: 33:02 - loss: 914.7129 - logits_profile_predictions_loss: 899.3583 - logcount_predictions_loss: 0.6021 392/2370 [===>..........................] - ETA: 33:01 - loss: 914.7296 - logits_profile_predictions_loss: 899.3764 - logcount_predictions_loss: 0.6021 393/2370 [===>..........................] - ETA: 33:00 - loss: 914.7457 - logits_profile_predictions_loss: 899.3938 - logcount_predictions_loss: 0.6020 394/2370 [===>..........................] - ETA: 32:59 - loss: 914.7626 - logits_profile_predictions_loss: 899.4121 - logcount_predictions_loss: 0.6020 395/2370 [====>.........................] - ETA: 32:58 - loss: 914.7812 - logits_profile_predictions_loss: 899.4321 - logcount_predictions_loss: 0.6019 396/2370 [====>.........................] - ETA: 32:57 - loss: 914.8000 - logits_profile_predictions_loss: 899.4522 - logcount_predictions_loss: 0.6019 397/2370 [====>.........................] - ETA: 32:56 - loss: 914.8193 - logits_profile_predictions_loss: 899.4728 - logcount_predictions_loss: 0.6018 398/2370 [====>.........................] - ETA: 32:55 - loss: 914.8385 - logits_profile_predictions_loss: 899.4934 - logcount_predictions_loss: 0.6018 399/2370 [====>.........................] - ETA: 32:54 - loss: 914.8578 - logits_profile_predictions_loss: 899.5141 - logcount_predictions_loss: 0.6017 400/2370 [====>.........................] - ETA: 32:53 - loss: 914.8769 - logits_profile_predictions_loss: 899.5346 - logcount_predictions_loss: 0.6016 401/2370 [====>.........................] - ETA: 32:52 - loss: 914.8957 - logits_profile_predictions_loss: 899.5548 - logcount_predictions_loss: 0.6016 402/2370 [====>.........................] - ETA: 32:51 - loss: 914.9143 - logits_profile_predictions_loss: 899.5749 - logcount_predictions_loss: 0.6015 403/2370 [====>.........................] - ETA: 32:50 - loss: 914.9322 - logits_profile_predictions_loss: 899.5942 - logcount_predictions_loss: 0.6015 404/2370 [====>.........................] - ETA: 32:49 - loss: 914.9484 - logits_profile_predictions_loss: 899.6119 - logcount_predictions_loss: 0.6014 405/2370 [====>.........................] - ETA: 32:48 - loss: 914.9643 - logits_profile_predictions_loss: 899.6292 - logcount_predictions_loss: 0.6014 406/2370 [====>.........................] - ETA: 32:47 - loss: 914.9802 - logits_profile_predictions_loss: 899.6465 - logcount_predictions_loss: 0.6013 407/2370 [====>.........................] - ETA: 32:46 - loss: 914.9944 - logits_profile_predictions_loss: 899.6621 - logcount_predictions_loss: 0.6013 408/2370 [====>.........................] - ETA: 32:45 - loss: 915.0081 - logits_profile_predictions_loss: 899.6772 - logcount_predictions_loss: 0.6012 409/2370 [====>.........................] - ETA: 32:44 - loss: 915.0216 - logits_profile_predictions_loss: 899.6922 - logcount_predictions_loss: 0.6011 410/2370 [====>.........................] - ETA: 32:43 - loss: 915.0366 - logits_profile_predictions_loss: 899.7086 - logcount_predictions_loss: 0.6011 411/2370 [====>.........................] - ETA: 32:42 - loss: 915.0520 - logits_profile_predictions_loss: 899.7253 - logcount_predictions_loss: 0.6010 412/2370 [====>.........................] - ETA: 32:41 - loss: 915.0670 - logits_profile_predictions_loss: 899.7416 - logcount_predictions_loss: 0.6010 413/2370 [====>.........................] - ETA: 32:40 - loss: 915.0826 - logits_profile_predictions_loss: 899.7586 - logcount_predictions_loss: 0.6009 414/2370 [====>.........................] - ETA: 32:39 - loss: 915.0990 - logits_profile_predictions_loss: 899.7764 - logcount_predictions_loss: 0.6009 415/2370 [====>.........................] - ETA: 32:38 - loss: 915.1153 - logits_profile_predictions_loss: 899.7940 - logcount_predictions_loss: 0.6008 416/2370 [====>.........................] - ETA: 32:37 - loss: 915.1314 - logits_profile_predictions_loss: 899.8114 - logcount_predictions_loss: 0.6008 417/2370 [====>.........................] - ETA: 32:36 - loss: 915.1469 - logits_profile_predictions_loss: 899.8282 - logcount_predictions_loss: 0.6007 418/2370 [====>.........................] - ETA: 32:35 - loss: 915.1614 - logits_profile_predictions_loss: 899.8441 - logcount_predictions_loss: 0.6007 419/2370 [====>.........................] - ETA: 32:34 - loss: 915.1759 - logits_profile_predictions_loss: 899.8599 - logcount_predictions_loss: 0.6006 420/2370 [====>.........................] - ETA: 32:33 - loss: 915.1901 - logits_profile_predictions_loss: 899.8754 - logcount_predictions_loss: 0.6006 421/2370 [====>.........................] - ETA: 32:32 - loss: 915.2033 - logits_profile_predictions_loss: 899.8898 - logcount_predictions_loss: 0.6005 422/2370 [====>.........................] - ETA: 32:31 - loss: 915.2157 - logits_profile_predictions_loss: 899.9036 - logcount_predictions_loss: 0.6005 423/2370 [====>.........................] - ETA: 32:30 - loss: 915.2274 - logits_profile_predictions_loss: 899.9166 - logcount_predictions_loss: 0.6004 424/2370 [====>.........................] - ETA: 32:29 - loss: 915.2390 - logits_profile_predictions_loss: 899.9295 - logcount_predictions_loss: 0.6004 425/2370 [====>.........................] - ETA: 32:28 - loss: 915.2509 - logits_profile_predictions_loss: 899.9425 - logcount_predictions_loss: 0.6003 426/2370 [====>.........................] - ETA: 32:27 - loss: 915.2627 - logits_profile_predictions_loss: 899.9556 - logcount_predictions_loss: 0.6003 427/2370 [====>.........................] - ETA: 32:26 - loss: 915.2740 - logits_profile_predictions_loss: 899.9680 - logcount_predictions_loss: 0.6002 428/2370 [====>.........................] - ETA: 32:25 - loss: 915.2855 - logits_profile_predictions_loss: 899.9808 - logcount_predictions_loss: 0.6002 429/2370 [====>.........................] - ETA: 32:24 - loss: 915.2972 - logits_profile_predictions_loss: 899.9936 - logcount_predictions_loss: 0.6001 430/2370 [====>.........................] - ETA: 32:23 - loss: 915.3087 - logits_profile_predictions_loss: 900.0063 - logcount_predictions_loss: 0.6001 431/2370 [====>.........................] - ETA: 32:22 - loss: 915.3213 - logits_profile_predictions_loss: 900.0201 - logcount_predictions_loss: 0.6000 432/2370 [====>.........................] - ETA: 32:21 - loss: 915.3340 - logits_profile_predictions_loss: 900.0340 - logcount_predictions_loss: 0.6000 433/2370 [====>.........................] - ETA: 32:20 - loss: 915.3463 - logits_profile_predictions_loss: 900.0474 - logcount_predictions_loss: 0.5999 434/2370 [====>.........................] - ETA: 32:19 - loss: 915.3602 - logits_profile_predictions_loss: 900.0625 - logcount_predictions_loss: 0.5999 435/2370 [====>.........................] - ETA: 32:18 - loss: 915.3737 - logits_profile_predictions_loss: 900.0771 - logcount_predictions_loss: 0.5999 436/2370 [====>.........................] - ETA: 32:17 - loss: 915.3872 - logits_profile_predictions_loss: 900.0917 - logcount_predictions_loss: 0.5998 437/2370 [====>.........................] - ETA: 32:16 - loss: 915.3997 - logits_profile_predictions_loss: 900.1054 - logcount_predictions_loss: 0.5998 438/2370 [====>.........................] - ETA: 32:15 - loss: 915.4110 - logits_profile_predictions_loss: 900.1178 - logcount_predictions_loss: 0.5997 439/2370 [====>.........................] - ETA: 32:14 - loss: 915.4220 - logits_profile_predictions_loss: 900.1300 - logcount_predictions_loss: 0.5997 440/2370 [====>.........................] - ETA: 32:13 - loss: 915.4328 - logits_profile_predictions_loss: 900.1419 - logcount_predictions_loss: 0.5996 441/2370 [====>.........................] - ETA: 32:12 - loss: 915.4437 - logits_profile_predictions_loss: 900.1540 - logcount_predictions_loss: 0.5996 442/2370 [====>.........................] - ETA: 32:11 - loss: 915.4549 - logits_profile_predictions_loss: 900.1662 - logcount_predictions_loss: 0.5995 443/2370 [====>.........................] - ETA: 32:10 - loss: 915.4665 - logits_profile_predictions_loss: 900.1790 - logcount_predictions_loss: 0.5995 444/2370 [====>.........................] - ETA: 32:09 - loss: 915.4783 - logits_profile_predictions_loss: 900.1918 - logcount_predictions_loss: 0.5995 445/2370 [====>.........................] - ETA: 32:08 - loss: 915.4902 - logits_profile_predictions_loss: 900.2047 - logcount_predictions_loss: 0.5994 446/2370 [====>.........................] - ETA: 32:07 - loss: 915.5023 - logits_profile_predictions_loss: 900.2179 - logcount_predictions_loss: 0.5994 447/2370 [====>.........................] - ETA: 32:06 - loss: 915.5144 - logits_profile_predictions_loss: 900.2310 - logcount_predictions_loss: 0.5993 448/2370 [====>.........................] - ETA: 32:05 - loss: 915.5274 - logits_profile_predictions_loss: 900.2451 - logcount_predictions_loss: 0.5993 449/2370 [====>.........................] - ETA: 32:04 - loss: 915.5415 - logits_profile_predictions_loss: 900.2603 - logcount_predictions_loss: 0.5993 450/2370 [====>.........................] - ETA: 32:03 - loss: 915.5557 - logits_profile_predictions_loss: 900.2754 - logcount_predictions_loss: 0.5992 451/2370 [====>.........................] - ETA: 32:02 - loss: 915.5703 - logits_profile_predictions_loss: 900.2912 - logcount_predictions_loss: 0.5992 452/2370 [====>.........................] - ETA: 32:01 - loss: 915.5847 - logits_profile_predictions_loss: 900.3066 - logcount_predictions_loss: 0.5991 453/2370 [====>.........................] - ETA: 32:00 - loss: 915.5992 - logits_profile_predictions_loss: 900.3220 - logcount_predictions_loss: 0.5991 454/2370 [====>.........................] - ETA: 31:59 - loss: 915.6143 - logits_profile_predictions_loss: 900.3381 - logcount_predictions_loss: 0.5991 455/2370 [====>.........................] - ETA: 31:58 - loss: 915.6297 - logits_profile_predictions_loss: 900.3544 - logcount_predictions_loss: 0.5990 456/2370 [====>.........................] - ETA: 31:57 - loss: 915.6454 - logits_profile_predictions_loss: 900.3711 - logcount_predictions_loss: 0.5990 457/2370 [====>.........................] - ETA: 31:56 - loss: 915.6611 - logits_profile_predictions_loss: 900.3877 - logcount_predictions_loss: 0.5989 458/2370 [====>.........................] - ETA: 31:55 - loss: 915.6761 - logits_profile_predictions_loss: 900.4036 - logcount_predictions_loss: 0.5989 459/2370 [====>.........................] - ETA: 31:54 - loss: 915.6912 - logits_profile_predictions_loss: 900.4196 - logcount_predictions_loss: 0.5989 460/2370 [====>.........................] - ETA: 31:53 - loss: 915.7059 - logits_profile_predictions_loss: 900.4352 - logcount_predictions_loss: 0.5988 461/2370 [====>.........................] - ETA: 31:52 - loss: 915.7211 - logits_profile_predictions_loss: 900.4513 - logcount_predictions_loss: 0.5988 462/2370 [====>.........................] - ETA: 31:51 - loss: 915.7371 - logits_profile_predictions_loss: 900.4681 - logcount_predictions_loss: 0.5988 463/2370 [====>.........................] - ETA: 31:50 - loss: 915.7529 - logits_profile_predictions_loss: 900.4849 - logcount_predictions_loss: 0.5987 464/2370 [====>.........................] - ETA: 31:49 - loss: 915.7689 - logits_profile_predictions_loss: 900.5017 - logcount_predictions_loss: 0.5987 465/2370 [====>.........................] - ETA: 31:48 - loss: 915.7853 - logits_profile_predictions_loss: 900.5191 - logcount_predictions_loss: 0.5987 466/2370 [====>.........................] - ETA: 31:47 - loss: 915.8013 - logits_profile_predictions_loss: 900.5359 - logcount_predictions_loss: 0.5986 467/2370 [====>.........................] - ETA: 31:46 - loss: 915.8172 - 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[============================>.] - ETA: 24s - loss: 919.1657 - logits_profile_predictions_loss: 904.1893 - logcount_predictions_loss: 0.5873 2347/2370 [============================>.] - ETA: 23s - loss: 919.1663 - logits_profile_predictions_loss: 904.1900 - logcount_predictions_loss: 0.5873 2348/2370 [============================>.] - ETA: 22s - loss: 919.1669 - logits_profile_predictions_loss: 904.1906 - logcount_predictions_loss: 0.5873 2349/2370 [============================>.] - ETA: 21s - loss: 919.1675 - logits_profile_predictions_loss: 904.1913 - logcount_predictions_loss: 0.5873 2350/2370 [============================>.] - ETA: 20s - loss: 919.1681 - logits_profile_predictions_loss: 904.1920 - logcount_predictions_loss: 0.5873 2351/2370 [============================>.] - ETA: 19s - loss: 919.1687 - logits_profile_predictions_loss: 904.1926 - logcount_predictions_loss: 0.5873 2352/2370 [============================>.] - ETA: 18s - loss: 919.1692 - 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[============================>.] - ETA: 11s - loss: 919.1732 - logits_profile_predictions_loss: 904.1978 - logcount_predictions_loss: 0.5872 2360/2370 [============================>.] - ETA: 10s - loss: 919.1737 - logits_profile_predictions_loss: 904.1984 - logcount_predictions_loss: 0.5872 2361/2370 [============================>.] - ETA: 9s - loss: 919.1742 - logits_profile_predictions_loss: 904.1990 - logcount_predictions_loss: 0.5872  2362/2370 [============================>.] - ETA: 8s - loss: 919.1747 - logits_profile_predictions_loss: 904.1995 - logcount_predictions_loss: 0.5872 2363/2370 [============================>.] - ETA: 7s - loss: 919.1752 - logits_profile_predictions_loss: 904.2001 - logcount_predictions_loss: 0.5872 2364/2370 [============================>.] - ETA: 6s - loss: 919.1757 - logits_profile_predictions_loss: 904.2007 - logcount_predictions_loss: 0.5872 2365/2370 [============================>.] - ETA: 5s - loss: 919.1762 - logits_profile_predictions_loss: 904.2013 - logcount_predictions_loss: 0.5872 2366/2370 [============================>.] - ETA: 4s - loss: 919.1767 - logits_profile_predictions_loss: 904.2018 - logcount_predictions_loss: 0.5872 2367/2370 [============================>.] - ETA: 3s - loss: 919.1771 - logits_profile_predictions_loss: 904.2024 - logcount_predictions_loss: 0.5872 2368/2370 [============================>.] - ETA: 2s - loss: 919.1775 - logits_profile_predictions_loss: 904.2029 - logcount_predictions_loss: 0.5872 2369/2370 [============================>.] - ETA: 1s - loss: 919.1780 - logits_profile_predictions_loss: 904.2034 - logcount_predictions_loss: 0.5872 2370/2370 [==============================] - ETA: 0s - loss: 919.1785 - logits_profile_predictions_loss: 904.2040 - logcount_predictions_loss: 0.5872 2370/2370 [==============================] - 2499s 1s/step - loss: 919.1789 - logits_profile_predictions_loss: 904.2045 - logcount_predictions_loss: 0.5872 - val_loss: 1150.3500 - val_logits_profile_predictions_loss: 1136.1915 - val_logcount_predictions_loss: 0.5552 Epoch 00007: val_loss improved from 1160.74536 to 1150.34998, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 8/50 1/2370 [..............................] - ETA: 40:31 - loss: 1035.7450 - logits_profile_predictions_loss: 1024.1273 - logcount_predictions_loss: 0.4556 2/2370 [..............................] - ETA: 39:31 - loss: 1015.4787 - logits_profile_predictions_loss: 1001.3027 - logcount_predictions_loss: 0.5559 3/2370 [..............................] - ETA: 39:30 - loss: 995.9305 - logits_profile_predictions_loss: 980.8292 - logcount_predictions_loss: 0.5922  4/2370 [..............................] - ETA: 39:28 - loss: 988.3531 - logits_profile_predictions_loss: 973.2183 - logcount_predictions_loss: 0.5935 5/2370 [..............................] - ETA: 39:27 - loss: 981.9785 - 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[..............................] - ETA: 39:20 - loss: 946.5852 - logits_profile_predictions_loss: 932.0687 - logcount_predictions_loss: 0.5693 13/2370 [..............................] - ETA: 39:19 - loss: 942.9225 - logits_profile_predictions_loss: 928.4179 - logcount_predictions_loss: 0.5688 14/2370 [..............................] - ETA: 39:19 - loss: 939.3478 - logits_profile_predictions_loss: 924.8630 - logcount_predictions_loss: 0.5680 15/2370 [..............................] - ETA: 39:18 - loss: 936.1022 - logits_profile_predictions_loss: 921.6438 - logcount_predictions_loss: 0.5670 16/2370 [..............................] - ETA: 39:17 - loss: 932.9225 - logits_profile_predictions_loss: 918.4802 - logcount_predictions_loss: 0.5664 17/2370 [..............................] - ETA: 39:16 - loss: 929.9073 - logits_profile_predictions_loss: 915.4597 - logcount_predictions_loss: 0.5666 18/2370 [..............................] - ETA: 39:15 - loss: 926.8289 - logits_profile_predictions_loss: 912.3810 - logcount_predictions_loss: 0.5666 19/2370 [..............................] - ETA: 39:14 - loss: 924.1789 - logits_profile_predictions_loss: 909.7232 - logcount_predictions_loss: 0.5669 20/2370 [..............................] - ETA: 39:13 - loss: 922.5488 - logits_profile_predictions_loss: 908.0762 - logcount_predictions_loss: 0.5676 21/2370 [..............................] - ETA: 39:12 - loss: 921.0079 - logits_profile_predictions_loss: 906.5276 - logcount_predictions_loss: 0.5679 22/2370 [..............................] - ETA: 39:11 - loss: 919.4680 - logits_profile_predictions_loss: 904.9905 - logcount_predictions_loss: 0.5677 23/2370 [..............................] - ETA: 39:10 - loss: 918.4016 - logits_profile_predictions_loss: 903.9342 - logcount_predictions_loss: 0.5674 24/2370 [..............................] - ETA: 39:09 - loss: 917.4722 - logits_profile_predictions_loss: 903.0151 - logcount_predictions_loss: 0.5670 25/2370 [..............................] - ETA: 39:08 - loss: 916.5396 - logits_profile_predictions_loss: 902.0798 - logcount_predictions_loss: 0.5671 26/2370 [..............................] - ETA: 39:07 - loss: 915.4133 - logits_profile_predictions_loss: 900.9553 - logcount_predictions_loss: 0.5670 27/2370 [..............................] - ETA: 39:06 - loss: 914.3371 - logits_profile_predictions_loss: 899.8814 - logcount_predictions_loss: 0.5669 28/2370 [..............................] - ETA: 39:05 - loss: 913.1580 - logits_profile_predictions_loss: 898.7081 - logcount_predictions_loss: 0.5667 29/2370 [..............................] - ETA: 39:04 - loss: 912.2005 - logits_profile_predictions_loss: 897.7600 - logcount_predictions_loss: 0.5663 30/2370 [..............................] - ETA: 39:03 - loss: 911.4453 - logits_profile_predictions_loss: 897.0185 - logcount_predictions_loss: 0.5658 31/2370 [..............................] - ETA: 39:02 - loss: 910.7887 - logits_profile_predictions_loss: 896.3647 - logcount_predictions_loss: 0.5657 32/2370 [..............................] - ETA: 39:01 - loss: 910.3863 - logits_profile_predictions_loss: 895.9660 - logcount_predictions_loss: 0.5655 33/2370 [..............................] - ETA: 39:00 - loss: 910.0312 - logits_profile_predictions_loss: 895.6171 - logcount_predictions_loss: 0.5653 34/2370 [..............................] - ETA: 38:59 - loss: 909.6547 - logits_profile_predictions_loss: 895.2433 - logcount_predictions_loss: 0.5652 35/2370 [..............................] - ETA: 38:58 - loss: 909.2561 - logits_profile_predictions_loss: 894.8470 - logcount_predictions_loss: 0.5651 36/2370 [..............................] - ETA: 38:57 - loss: 909.0067 - logits_profile_predictions_loss: 894.6009 - logcount_predictions_loss: 0.5649 37/2370 [..............................] - ETA: 38:56 - loss: 908.7270 - logits_profile_predictions_loss: 894.3234 - logcount_predictions_loss: 0.5649 38/2370 [..............................] - ETA: 38:55 - loss: 908.3941 - logits_profile_predictions_loss: 893.9884 - logcount_predictions_loss: 0.5649 39/2370 [..............................] - ETA: 38:54 - loss: 908.0809 - logits_profile_predictions_loss: 893.6737 - logcount_predictions_loss: 0.5650 40/2370 [..............................] - ETA: 38:53 - loss: 907.7569 - logits_profile_predictions_loss: 893.3507 - logcount_predictions_loss: 0.5650 41/2370 [..............................] - ETA: 38:52 - loss: 907.4980 - logits_profile_predictions_loss: 893.0909 - logcount_predictions_loss: 0.5650 42/2370 [..............................] - ETA: 38:51 - loss: 907.2078 - logits_profile_predictions_loss: 892.7942 - logcount_predictions_loss: 0.5652 43/2370 [..............................] - ETA: 38:50 - loss: 906.9756 - logits_profile_predictions_loss: 892.5550 - logcount_predictions_loss: 0.5655 44/2370 [..............................] - ETA: 38:49 - loss: 906.6440 - 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[..............................] - ETA: 38:42 - loss: 904.4239 - logits_profile_predictions_loss: 889.9307 - logcount_predictions_loss: 0.5684 52/2370 [..............................] - ETA: 38:41 - loss: 904.1279 - logits_profile_predictions_loss: 889.6197 - logcount_predictions_loss: 0.5690 53/2370 [..............................] - ETA: 38:40 - loss: 903.7894 - logits_profile_predictions_loss: 889.2668 - logcount_predictions_loss: 0.5695 54/2370 [..............................] - ETA: 38:39 - loss: 903.4142 - logits_profile_predictions_loss: 888.8781 - logcount_predictions_loss: 0.5700 55/2370 [..............................] - ETA: 38:37 - loss: 903.0503 - logits_profile_predictions_loss: 888.5022 - logcount_predictions_loss: 0.5705 56/2370 [..............................] - ETA: 38:36 - loss: 902.6659 - logits_profile_predictions_loss: 888.1078 - logcount_predictions_loss: 0.5709 57/2370 [..............................] - ETA: 38:35 - loss: 902.2998 - logits_profile_predictions_loss: 887.7313 - logcount_predictions_loss: 0.5713 58/2370 [..............................] - ETA: 38:34 - loss: 901.9446 - logits_profile_predictions_loss: 887.3668 - logcount_predictions_loss: 0.5717 59/2370 [..............................] - ETA: 38:33 - loss: 901.5668 - logits_profile_predictions_loss: 886.9811 - logcount_predictions_loss: 0.5720 60/2370 [..............................] - ETA: 38:32 - loss: 901.1644 - logits_profile_predictions_loss: 886.5696 - logcount_predictions_loss: 0.5723 61/2370 [..............................] - ETA: 38:31 - loss: 900.7484 - logits_profile_predictions_loss: 886.1461 - logcount_predictions_loss: 0.5726 62/2370 [..............................] - ETA: 38:30 - loss: 900.3650 - logits_profile_predictions_loss: 885.7564 - logcount_predictions_loss: 0.5729 63/2370 [..............................] - ETA: 38:29 - loss: 900.0326 - logits_profile_predictions_loss: 885.4164 - logcount_predictions_loss: 0.5732 64/2370 [..............................] - ETA: 38:28 - loss: 899.7191 - logits_profile_predictions_loss: 885.0952 - logcount_predictions_loss: 0.5735 65/2370 [..............................] - ETA: 38:27 - loss: 899.4196 - logits_profile_predictions_loss: 884.7886 - logcount_predictions_loss: 0.5738 66/2370 [..............................] - ETA: 38:26 - loss: 899.1324 - logits_profile_predictions_loss: 884.4943 - logcount_predictions_loss: 0.5740 67/2370 [..............................] - ETA: 38:25 - loss: 898.8717 - logits_profile_predictions_loss: 884.2277 - logcount_predictions_loss: 0.5743 68/2370 [..............................] - ETA: 38:24 - loss: 898.6280 - logits_profile_predictions_loss: 883.9786 - logcount_predictions_loss: 0.5745 69/2370 [..............................] - ETA: 38:23 - loss: 898.3482 - logits_profile_predictions_loss: 883.6932 - logcount_predictions_loss: 0.5747 70/2370 [..............................] - ETA: 38:22 - loss: 898.0828 - 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[..............................] - ETA: 38:15 - loss: 896.8073 - logits_profile_predictions_loss: 882.1179 - logcount_predictions_loss: 0.5761 78/2370 [..............................] - ETA: 38:14 - loss: 896.6539 - logits_profile_predictions_loss: 881.9610 - logcount_predictions_loss: 0.5762 79/2370 [>.............................] - ETA: 38:13 - loss: 896.5174 - logits_profile_predictions_loss: 881.8215 - logcount_predictions_loss: 0.5763 80/2370 [>.............................] - ETA: 38:12 - loss: 896.4141 - logits_profile_predictions_loss: 881.7153 - logcount_predictions_loss: 0.5764 81/2370 [>.............................] - ETA: 38:11 - loss: 896.3320 - logits_profile_predictions_loss: 881.6299 - logcount_predictions_loss: 0.5766 82/2370 [>.............................] - ETA: 38:10 - loss: 896.2845 - logits_profile_predictions_loss: 881.5795 - logcount_predictions_loss: 0.5767 83/2370 [>.............................] - ETA: 38:09 - loss: 896.2302 - logits_profile_predictions_loss: 881.5223 - logcount_predictions_loss: 0.5768 84/2370 [>.............................] - ETA: 38:08 - loss: 896.1559 - logits_profile_predictions_loss: 881.4457 - logcount_predictions_loss: 0.5769 85/2370 [>.............................] - ETA: 38:07 - loss: 896.0986 - logits_profile_predictions_loss: 881.3864 - logcount_predictions_loss: 0.5769 86/2370 [>.............................] - ETA: 38:06 - loss: 896.0501 - logits_profile_predictions_loss: 881.3358 - logcount_predictions_loss: 0.5770 87/2370 [>.............................] - ETA: 38:05 - loss: 896.0098 - logits_profile_predictions_loss: 881.2936 - logcount_predictions_loss: 0.5771 88/2370 [>.............................] - ETA: 38:04 - loss: 895.9689 - logits_profile_predictions_loss: 881.2510 - logcount_predictions_loss: 0.5772 89/2370 [>.............................] - ETA: 38:03 - loss: 895.9407 - logits_profile_predictions_loss: 881.2218 - logcount_predictions_loss: 0.5772 90/2370 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logits_profile_predictions_loss: 888.3850 - logcount_predictions_loss: 0.5681 370/2370 [===>..........................] - ETA: 33:22 - loss: 902.8931 - logits_profile_predictions_loss: 888.4069 - logcount_predictions_loss: 0.5681 371/2370 [===>..........................] - ETA: 33:21 - loss: 902.9149 - logits_profile_predictions_loss: 888.4295 - logcount_predictions_loss: 0.5681 372/2370 [===>..........................] - ETA: 33:20 - loss: 902.9368 - logits_profile_predictions_loss: 888.4521 - logcount_predictions_loss: 0.5680 373/2370 [===>..........................] - ETA: 33:19 - loss: 902.9571 - logits_profile_predictions_loss: 888.4733 - logcount_predictions_loss: 0.5680 374/2370 [===>..........................] - ETA: 33:18 - loss: 902.9772 - logits_profile_predictions_loss: 888.4942 - logcount_predictions_loss: 0.5680 375/2370 [===>..........................] - ETA: 33:17 - loss: 902.9972 - logits_profile_predictions_loss: 888.5151 - logcount_predictions_loss: 0.5679 376/2370 [===>..........................] - ETA: 33:16 - loss: 903.0177 - logits_profile_predictions_loss: 888.5363 - logcount_predictions_loss: 0.5679 377/2370 [===>..........................] - ETA: 33:15 - loss: 903.0377 - logits_profile_predictions_loss: 888.5571 - logcount_predictions_loss: 0.5679 378/2370 [===>..........................] - ETA: 33:14 - loss: 903.0582 - logits_profile_predictions_loss: 888.5785 - logcount_predictions_loss: 0.5678 379/2370 [===>..........................] - ETA: 33:13 - loss: 903.0776 - logits_profile_predictions_loss: 888.5987 - logcount_predictions_loss: 0.5678 380/2370 [===>..........................] - ETA: 33:12 - loss: 903.0962 - logits_profile_predictions_loss: 888.6182 - logcount_predictions_loss: 0.5678 381/2370 [===>..........................] - ETA: 33:11 - loss: 903.1145 - logits_profile_predictions_loss: 888.6374 - logcount_predictions_loss: 0.5677 382/2370 [===>..........................] - ETA: 33:10 - loss: 903.1320 - logits_profile_predictions_loss: 888.6558 - logcount_predictions_loss: 0.5677 383/2370 [===>..........................] - ETA: 33:09 - loss: 903.1494 - logits_profile_predictions_loss: 888.6740 - logcount_predictions_loss: 0.5677 384/2370 [===>..........................] - ETA: 33:08 - loss: 903.1681 - logits_profile_predictions_loss: 888.6937 - logcount_predictions_loss: 0.5676 385/2370 [===>..........................] - ETA: 33:07 - loss: 903.1873 - logits_profile_predictions_loss: 888.7137 - logcount_predictions_loss: 0.5676 386/2370 [===>..........................] - ETA: 33:06 - loss: 903.2058 - logits_profile_predictions_loss: 888.7332 - logcount_predictions_loss: 0.5675 387/2370 [===>..........................] - ETA: 33:05 - loss: 903.2247 - logits_profile_predictions_loss: 888.7529 - logcount_predictions_loss: 0.5675 388/2370 [===>..........................] - ETA: 33:04 - loss: 903.2440 - logits_profile_predictions_loss: 888.7731 - logcount_predictions_loss: 0.5675 389/2370 [===>..........................] - ETA: 33:03 - loss: 903.2630 - logits_profile_predictions_loss: 888.7929 - logcount_predictions_loss: 0.5675 390/2370 [===>..........................] - ETA: 33:02 - loss: 903.2830 - logits_profile_predictions_loss: 888.8135 - logcount_predictions_loss: 0.5674 391/2370 [===>..........................] - ETA: 33:01 - loss: 903.3033 - logits_profile_predictions_loss: 888.8346 - logcount_predictions_loss: 0.5674 392/2370 [===>..........................] - ETA: 33:00 - loss: 903.3233 - logits_profile_predictions_loss: 888.8555 - logcount_predictions_loss: 0.5674 393/2370 [===>..........................] - ETA: 32:59 - loss: 903.3434 - logits_profile_predictions_loss: 888.8763 - logcount_predictions_loss: 0.5673 394/2370 [===>..........................] - ETA: 32:58 - loss: 903.3641 - logits_profile_predictions_loss: 888.8978 - logcount_predictions_loss: 0.5673 395/2370 [====>.........................] - ETA: 32:57 - loss: 903.3840 - logits_profile_predictions_loss: 888.9185 - logcount_predictions_loss: 0.5673 396/2370 [====>.........................] - ETA: 32:56 - loss: 903.4032 - logits_profile_predictions_loss: 888.9385 - logcount_predictions_loss: 0.5672 397/2370 [====>.........................] - ETA: 32:55 - loss: 903.4216 - logits_profile_predictions_loss: 888.9576 - logcount_predictions_loss: 0.5672 398/2370 [====>.........................] - ETA: 32:54 - loss: 903.4389 - logits_profile_predictions_loss: 888.9756 - logcount_predictions_loss: 0.5672 399/2370 [====>.........................] - ETA: 32:53 - loss: 903.4562 - logits_profile_predictions_loss: 888.9937 - logcount_predictions_loss: 0.5672 400/2370 [====>.........................] - ETA: 32:52 - loss: 903.4739 - logits_profile_predictions_loss: 889.0120 - logcount_predictions_loss: 0.5671 401/2370 [====>.........................] - ETA: 32:51 - loss: 903.4929 - logits_profile_predictions_loss: 889.0317 - logcount_predictions_loss: 0.5671 402/2370 [====>.........................] - ETA: 32:50 - loss: 903.5117 - logits_profile_predictions_loss: 889.0510 - logcount_predictions_loss: 0.5671 403/2370 [====>.........................] - ETA: 32:49 - loss: 903.5290 - logits_profile_predictions_loss: 889.0690 - logcount_predictions_loss: 0.5671 404/2370 [====>.........................] - ETA: 32:48 - loss: 903.5444 - logits_profile_predictions_loss: 889.0850 - logcount_predictions_loss: 0.5670 405/2370 [====>.........................] - ETA: 32:47 - loss: 903.5586 - logits_profile_predictions_loss: 889.0997 - logcount_predictions_loss: 0.5670 406/2370 [====>.........................] - ETA: 32:46 - loss: 903.5736 - logits_profile_predictions_loss: 889.1154 - logcount_predictions_loss: 0.5670 407/2370 [====>.........................] - ETA: 32:45 - loss: 903.5887 - logits_profile_predictions_loss: 889.1311 - logcount_predictions_loss: 0.5670 408/2370 [====>.........................] - ETA: 32:44 - loss: 903.6050 - logits_profile_predictions_loss: 889.1480 - logcount_predictions_loss: 0.5669 409/2370 [====>.........................] - ETA: 32:43 - loss: 903.6197 - logits_profile_predictions_loss: 889.1633 - logcount_predictions_loss: 0.5669 410/2370 [====>.........................] - ETA: 32:42 - loss: 903.6339 - logits_profile_predictions_loss: 889.1782 - logcount_predictions_loss: 0.5669 411/2370 [====>.........................] - ETA: 32:41 - loss: 903.6477 - logits_profile_predictions_loss: 889.1926 - logcount_predictions_loss: 0.5669 412/2370 [====>.........................] - ETA: 32:40 - loss: 903.6613 - logits_profile_predictions_loss: 889.2067 - logcount_predictions_loss: 0.5668 413/2370 [====>.........................] - ETA: 32:39 - loss: 903.6748 - logits_profile_predictions_loss: 889.2209 - logcount_predictions_loss: 0.5668 414/2370 [====>.........................] - ETA: 32:38 - loss: 903.6876 - logits_profile_predictions_loss: 889.2344 - logcount_predictions_loss: 0.5668 415/2370 [====>.........................] - ETA: 32:37 - loss: 903.6999 - logits_profile_predictions_loss: 889.2474 - logcount_predictions_loss: 0.5668 416/2370 [====>.........................] - ETA: 32:36 - loss: 903.7135 - logits_profile_predictions_loss: 889.2616 - logcount_predictions_loss: 0.5667 417/2370 [====>.........................] - ETA: 32:35 - loss: 903.7268 - logits_profile_predictions_loss: 889.2756 - logcount_predictions_loss: 0.5667 418/2370 [====>.........................] - ETA: 32:34 - loss: 903.7396 - logits_profile_predictions_loss: 889.2890 - logcount_predictions_loss: 0.5667 419/2370 [====>.........................] - ETA: 32:33 - loss: 903.7529 - logits_profile_predictions_loss: 889.3030 - logcount_predictions_loss: 0.5667 420/2370 [====>.........................] - ETA: 32:32 - loss: 903.7664 - logits_profile_predictions_loss: 889.3170 - logcount_predictions_loss: 0.5666 421/2370 [====>.........................] - ETA: 32:31 - loss: 903.7799 - logits_profile_predictions_loss: 889.3311 - logcount_predictions_loss: 0.5666 422/2370 [====>.........................] - ETA: 32:30 - loss: 903.7941 - logits_profile_predictions_loss: 889.3459 - logcount_predictions_loss: 0.5666 423/2370 [====>.........................] - ETA: 32:29 - loss: 903.8086 - logits_profile_predictions_loss: 889.3610 - logcount_predictions_loss: 0.5666 424/2370 [====>.........................] - ETA: 32:28 - loss: 903.8231 - logits_profile_predictions_loss: 889.3760 - logcount_predictions_loss: 0.5665 425/2370 [====>.........................] - ETA: 32:27 - loss: 903.8372 - logits_profile_predictions_loss: 889.3907 - logcount_predictions_loss: 0.5665 426/2370 [====>.........................] - ETA: 32:26 - loss: 903.8516 - logits_profile_predictions_loss: 889.4057 - logcount_predictions_loss: 0.5665 427/2370 [====>.........................] - ETA: 32:25 - loss: 903.8660 - logits_profile_predictions_loss: 889.4207 - logcount_predictions_loss: 0.5665 428/2370 [====>.........................] - ETA: 32:24 - loss: 903.8799 - logits_profile_predictions_loss: 889.4352 - logcount_predictions_loss: 0.5665 429/2370 [====>.........................] - ETA: 32:23 - loss: 903.8941 - logits_profile_predictions_loss: 889.4500 - logcount_predictions_loss: 0.5664 430/2370 [====>.........................] - ETA: 32:22 - loss: 903.9080 - logits_profile_predictions_loss: 889.4645 - logcount_predictions_loss: 0.5664 431/2370 [====>.........................] - ETA: 32:21 - loss: 903.9212 - logits_profile_predictions_loss: 889.4784 - logcount_predictions_loss: 0.5664 432/2370 [====>.........................] - ETA: 32:20 - loss: 903.9357 - logits_profile_predictions_loss: 889.4935 - logcount_predictions_loss: 0.5664 433/2370 [====>.........................] - ETA: 32:19 - loss: 903.9492 - logits_profile_predictions_loss: 889.5077 - logcount_predictions_loss: 0.5663 434/2370 [====>.........................] - ETA: 32:18 - loss: 903.9621 - logits_profile_predictions_loss: 889.5212 - logcount_predictions_loss: 0.5663 435/2370 [====>.........................] - ETA: 32:17 - loss: 903.9748 - logits_profile_predictions_loss: 889.5344 - logcount_predictions_loss: 0.5663 436/2370 [====>.........................] - ETA: 32:16 - loss: 903.9871 - logits_profile_predictions_loss: 889.5473 - logcount_predictions_loss: 0.5663 437/2370 [====>.........................] - ETA: 32:15 - loss: 903.9995 - logits_profile_predictions_loss: 889.5604 - logcount_predictions_loss: 0.5662 438/2370 [====>.........................] - ETA: 32:14 - loss: 904.0122 - logits_profile_predictions_loss: 889.5737 - logcount_predictions_loss: 0.5662 439/2370 [====>.........................] - ETA: 32:13 - loss: 904.0241 - logits_profile_predictions_loss: 889.5862 - logcount_predictions_loss: 0.5662 440/2370 [====>.........................] - ETA: 32:12 - loss: 904.0356 - logits_profile_predictions_loss: 889.5982 - logcount_predictions_loss: 0.5662 441/2370 [====>.........................] - ETA: 32:11 - loss: 904.0454 - logits_profile_predictions_loss: 889.6085 - logcount_predictions_loss: 0.5661 442/2370 [====>.........................] - ETA: 32:10 - loss: 904.0542 - logits_profile_predictions_loss: 889.6179 - logcount_predictions_loss: 0.5661 443/2370 [====>.........................] - ETA: 32:09 - loss: 904.0617 - logits_profile_predictions_loss: 889.6260 - logcount_predictions_loss: 0.5661 444/2370 [====>.........................] - ETA: 32:08 - loss: 904.0697 - logits_profile_predictions_loss: 889.6346 - logcount_predictions_loss: 0.5661 445/2370 [====>.........................] - ETA: 32:07 - loss: 904.0780 - logits_profile_predictions_loss: 889.6434 - logcount_predictions_loss: 0.5661 446/2370 [====>.........................] - ETA: 32:06 - loss: 904.0863 - logits_profile_predictions_loss: 889.6523 - logcount_predictions_loss: 0.5660 447/2370 [====>.........................] - ETA: 32:05 - loss: 904.0950 - logits_profile_predictions_loss: 889.6616 - logcount_predictions_loss: 0.5660 448/2370 [====>.........................] - ETA: 32:04 - loss: 904.1044 - logits_profile_predictions_loss: 889.6716 - logcount_predictions_loss: 0.5660 449/2370 [====>.........................] - ETA: 32:03 - loss: 904.1140 - logits_profile_predictions_loss: 889.6818 - logcount_predictions_loss: 0.5660 450/2370 [====>.........................] - ETA: 32:02 - loss: 904.1236 - logits_profile_predictions_loss: 889.6920 - logcount_predictions_loss: 0.5659 451/2370 [====>.........................] - ETA: 32:01 - loss: 904.1331 - logits_profile_predictions_loss: 889.7021 - logcount_predictions_loss: 0.5659 452/2370 [====>.........................] - ETA: 32:00 - loss: 904.1418 - logits_profile_predictions_loss: 889.7114 - logcount_predictions_loss: 0.5659 453/2370 [====>.........................] - ETA: 31:59 - loss: 904.1506 - logits_profile_predictions_loss: 889.7208 - logcount_predictions_loss: 0.5659 454/2370 [====>.........................] - ETA: 31:58 - loss: 904.1593 - logits_profile_predictions_loss: 889.7301 - logcount_predictions_loss: 0.5659 455/2370 [====>.........................] - ETA: 31:57 - loss: 904.1684 - logits_profile_predictions_loss: 889.7398 - logcount_predictions_loss: 0.5658 456/2370 [====>.........................] - ETA: 31:56 - loss: 904.1783 - logits_profile_predictions_loss: 889.7503 - logcount_predictions_loss: 0.5658 457/2370 [====>.........................] - ETA: 31:55 - loss: 904.1873 - logits_profile_predictions_loss: 889.7598 - logcount_predictions_loss: 0.5658 458/2370 [====>.........................] - ETA: 31:54 - loss: 904.1958 - logits_profile_predictions_loss: 889.7689 - logcount_predictions_loss: 0.5658 459/2370 [====>.........................] - ETA: 31:53 - loss: 904.2050 - logits_profile_predictions_loss: 889.7786 - logcount_predictions_loss: 0.5657 460/2370 [====>.........................] - ETA: 31:52 - loss: 904.2144 - logits_profile_predictions_loss: 889.7886 - logcount_predictions_loss: 0.5657 461/2370 [====>.........................] - ETA: 31:51 - loss: 904.2238 - logits_profile_predictions_loss: 889.7985 - logcount_predictions_loss: 0.5657 462/2370 [====>.........................] - ETA: 31:50 - loss: 904.2331 - logits_profile_predictions_loss: 889.8084 - logcount_predictions_loss: 0.5657 463/2370 [====>.........................] - ETA: 31:49 - loss: 904.2421 - logits_profile_predictions_loss: 889.8181 - logcount_predictions_loss: 0.5656 464/2370 [====>.........................] - ETA: 31:48 - loss: 904.2502 - logits_profile_predictions_loss: 889.8268 - logcount_predictions_loss: 0.5656 465/2370 [====>.........................] - ETA: 31:47 - loss: 904.2580 - logits_profile_predictions_loss: 889.8352 - logcount_predictions_loss: 0.5656 466/2370 [====>.........................] - ETA: 31:46 - loss: 904.2658 - logits_profile_predictions_loss: 889.8436 - logcount_predictions_loss: 0.5656 467/2370 [====>.........................] - ETA: 31:45 - loss: 904.2736 - logits_profile_predictions_loss: 889.8520 - logcount_predictions_loss: 0.5656 468/2370 [====>.........................] - ETA: 31:44 - loss: 904.2814 - logits_profile_predictions_loss: 889.8604 - logcount_predictions_loss: 0.5655 469/2370 [====>.........................] - ETA: 31:43 - loss: 904.2882 - logits_profile_predictions_loss: 889.8678 - logcount_predictions_loss: 0.5655 470/2370 [====>.........................] - ETA: 31:42 - loss: 904.2951 - logits_profile_predictions_loss: 889.8753 - logcount_predictions_loss: 0.5655 471/2370 [====>.........................] - ETA: 31:41 - loss: 904.3018 - logits_profile_predictions_loss: 889.8826 - logcount_predictions_loss: 0.5655 472/2370 [====>.........................] - ETA: 31:40 - loss: 904.3081 - logits_profile_predictions_loss: 889.8894 - logcount_predictions_loss: 0.5654 473/2370 [====>.........................] - ETA: 31:39 - loss: 904.3148 - logits_profile_predictions_loss: 889.8966 - logcount_predictions_loss: 0.5654 474/2370 [=====>........................] - ETA: 31:38 - loss: 904.3213 - logits_profile_predictions_loss: 889.9036 - logcount_predictions_loss: 0.5654 475/2370 [=====>........................] - ETA: 31:37 - loss: 904.3283 - logits_profile_predictions_loss: 889.9112 - logcount_predictions_loss: 0.5654 476/2370 [=====>........................] - ETA: 31:36 - loss: 904.3352 - logits_profile_predictions_loss: 889.9187 - logcount_predictions_loss: 0.5654 477/2370 [=====>........................] - ETA: 31:35 - loss: 904.3426 - logits_profile_predictions_loss: 889.9266 - logcount_predictions_loss: 0.5653 478/2370 [=====>........................] - ETA: 31:34 - loss: 904.3491 - logits_profile_predictions_loss: 889.9337 - logcount_predictions_loss: 0.5653 479/2370 [=====>........................] - ETA: 31:33 - loss: 904.3561 - logits_profile_predictions_loss: 889.9412 - logcount_predictions_loss: 0.5653 480/2370 [=====>........................] - ETA: 31:32 - loss: 904.3635 - logits_profile_predictions_loss: 889.9492 - logcount_predictions_loss: 0.5653 481/2370 [=====>........................] - ETA: 31:31 - loss: 904.3712 - logits_profile_predictions_loss: 889.9574 - logcount_predictions_loss: 0.5652 482/2370 [=====>........................] - ETA: 31:30 - loss: 904.3789 - logits_profile_predictions_loss: 889.9657 - logcount_predictions_loss: 0.5652 483/2370 [=====>........................] - ETA: 31:29 - loss: 904.3865 - logits_profile_predictions_loss: 889.9738 - logcount_predictions_loss: 0.5652 484/2370 [=====>........................] - ETA: 31:28 - loss: 904.3951 - logits_profile_predictions_loss: 889.9830 - logcount_predictions_loss: 0.5652 485/2370 [=====>........................] - ETA: 31:27 - loss: 904.4036 - logits_profile_predictions_loss: 889.9920 - logcount_predictions_loss: 0.5652 486/2370 [=====>........................] - ETA: 31:26 - loss: 904.4123 - logits_profile_predictions_loss: 890.0012 - logcount_predictions_loss: 0.5651 487/2370 [=====>........................] - ETA: 31:25 - loss: 904.4210 - logits_profile_predictions_loss: 890.0103 - logcount_predictions_loss: 0.5651 488/2370 [=====>........................] - ETA: 31:24 - loss: 904.4291 - logits_profile_predictions_loss: 890.0189 - logcount_predictions_loss: 0.5651 489/2370 [=====>........................] - ETA: 31:23 - loss: 904.4373 - logits_profile_predictions_loss: 890.0275 - logcount_predictions_loss: 0.5651 490/2370 [=====>........................] - ETA: 31:22 - loss: 904.4456 - logits_profile_predictions_loss: 890.0363 - logcount_predictions_loss: 0.5651 491/2370 [=====>........................] - ETA: 31:21 - loss: 904.4539 - logits_profile_predictions_loss: 890.0450 - logcount_predictions_loss: 0.5651 492/2370 [=====>........................] - ETA: 31:20 - loss: 904.4623 - logits_profile_predictions_loss: 890.0539 - logcount_predictions_loss: 0.5650 493/2370 [=====>........................] - ETA: 31:19 - loss: 904.4707 - logits_profile_predictions_loss: 890.0627 - logcount_predictions_loss: 0.5650 494/2370 [=====>........................] - ETA: 31:18 - loss: 904.4792 - logits_profile_predictions_loss: 890.0718 - logcount_predictions_loss: 0.5650 495/2370 [=====>........................] - ETA: 31:17 - loss: 904.4879 - logits_profile_predictions_loss: 890.0809 - logcount_predictions_loss: 0.5650 496/2370 [=====>........................] - ETA: 31:16 - loss: 904.4963 - logits_profile_predictions_loss: 890.0898 - logcount_predictions_loss: 0.5650 497/2370 [=====>........................] - ETA: 31:15 - loss: 904.5043 - logits_profile_predictions_loss: 890.0983 - logcount_predictions_loss: 0.5649 498/2370 [=====>........................] - ETA: 31:14 - loss: 904.5118 - logits_profile_predictions_loss: 890.1062 - logcount_predictions_loss: 0.5649 499/2370 [=====>........................] - ETA: 31:13 - loss: 904.5198 - 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893.4722 - logcount_predictions_loss: 0.5601 - val_loss: 1153.6343 - val_logits_profile_predictions_loss: 1137.1897 - val_logcount_predictions_loss: 0.6449 Epoch 00008: val_loss did not improve from 1150.34998 Epoch 9/50 1/2370 [..............................] - ETA: 40:47 - loss: 763.5706 - logits_profile_predictions_loss: 752.7114 - logcount_predictions_loss: 0.4259 2/2370 [..............................] - ETA: 39:35 - loss: 814.8115 - logits_profile_predictions_loss: 802.6197 - logcount_predictions_loss: 0.4781 3/2370 [..............................] - ETA: 39:35 - loss: 823.6114 - logits_profile_predictions_loss: 810.4145 - logcount_predictions_loss: 0.5175 4/2370 [..............................] - ETA: 39:34 - loss: 828.6547 - logits_profile_predictions_loss: 814.9741 - logcount_predictions_loss: 0.5365 5/2370 [..............................] - ETA: 39:32 - loss: 834.8185 - logits_profile_predictions_loss: 820.7958 - logcount_predictions_loss: 0.5499 6/2370 [..............................] - ETA: 39:31 - loss: 834.7598 - logits_profile_predictions_loss: 820.6284 - logcount_predictions_loss: 0.5542 7/2370 [..............................] - ETA: 39:30 - loss: 837.3900 - logits_profile_predictions_loss: 823.1047 - logcount_predictions_loss: 0.5602 8/2370 [..............................] - ETA: 39:29 - loss: 840.7784 - logits_profile_predictions_loss: 826.4005 - logcount_predictions_loss: 0.5638 9/2370 [..............................] - ETA: 39:28 - loss: 841.5951 - logits_profile_predictions_loss: 827.1047 - logcount_predictions_loss: 0.5683 10/2370 [..............................] - ETA: 39:26 - loss: 841.7995 - logits_profile_predictions_loss: 827.2778 - logcount_predictions_loss: 0.5695 11/2370 [..............................] - ETA: 39:25 - loss: 845.0008 - logits_profile_predictions_loss: 830.4888 - logcount_predictions_loss: 0.5691 12/2370 [..............................] - ETA: 39:24 - loss: 846.5198 - logits_profile_predictions_loss: 832.0137 - logcount_predictions_loss: 0.5689 13/2370 [..............................] - ETA: 39:22 - loss: 849.5795 - logits_profile_predictions_loss: 835.0989 - logcount_predictions_loss: 0.5679 14/2370 [..............................] - ETA: 39:21 - loss: 852.5193 - logits_profile_predictions_loss: 838.0648 - logcount_predictions_loss: 0.5668 15/2370 [..............................] - ETA: 39:20 - loss: 855.5510 - logits_profile_predictions_loss: 841.1084 - logcount_predictions_loss: 0.5664 16/2370 [..............................] - ETA: 39:19 - loss: 858.1050 - logits_profile_predictions_loss: 843.6879 - logcount_predictions_loss: 0.5654 17/2370 [..............................] - ETA: 39:18 - loss: 860.8276 - logits_profile_predictions_loss: 846.4372 - logcount_predictions_loss: 0.5643 18/2370 [..............................] - ETA: 39:16 - loss: 863.9918 - logits_profile_predictions_loss: 849.6166 - logcount_predictions_loss: 0.5637 19/2370 [..............................] - ETA: 39:15 - loss: 866.6984 - logits_profile_predictions_loss: 852.2989 - logcount_predictions_loss: 0.5647 20/2370 [..............................] - ETA: 39:14 - loss: 868.9293 - logits_profile_predictions_loss: 854.5106 - logcount_predictions_loss: 0.5654 21/2370 [..............................] - ETA: 39:13 - loss: 871.2899 - logits_profile_predictions_loss: 856.8501 - logcount_predictions_loss: 0.5663 22/2370 [..............................] - ETA: 39:12 - loss: 873.4398 - logits_profile_predictions_loss: 858.9802 - logcount_predictions_loss: 0.5670 23/2370 [..............................] - ETA: 39:11 - loss: 875.3985 - logits_profile_predictions_loss: 860.9255 - logcount_predictions_loss: 0.5676 24/2370 [..............................] - ETA: 39:10 - loss: 877.2222 - logits_profile_predictions_loss: 862.7410 - logcount_predictions_loss: 0.5679 25/2370 [..............................] - ETA: 39:09 - loss: 878.6149 - logits_profile_predictions_loss: 864.1325 - logcount_predictions_loss: 0.5679 26/2370 [..............................] - ETA: 39:08 - loss: 880.0242 - logits_profile_predictions_loss: 865.5473 - logcount_predictions_loss: 0.5677 27/2370 [..............................] - ETA: 39:07 - loss: 881.3761 - logits_profile_predictions_loss: 866.9043 - logcount_predictions_loss: 0.5675 28/2370 [..............................] - ETA: 39:06 - loss: 882.5303 - logits_profile_predictions_loss: 868.0717 - logcount_predictions_loss: 0.5670 29/2370 [..............................] - ETA: 39:04 - loss: 883.6388 - logits_profile_predictions_loss: 869.1949 - logcount_predictions_loss: 0.5664 30/2370 [..............................] - ETA: 39:03 - loss: 884.6109 - logits_profile_predictions_loss: 870.1857 - logcount_predictions_loss: 0.5657 31/2370 [..............................] - ETA: 39:02 - loss: 885.4169 - logits_profile_predictions_loss: 871.0078 - logcount_predictions_loss: 0.5651 32/2370 [..............................] - ETA: 39:01 - loss: 886.1327 - logits_profile_predictions_loss: 871.7386 - logcount_predictions_loss: 0.5645 33/2370 [..............................] - ETA: 39:00 - loss: 886.7024 - logits_profile_predictions_loss: 872.3239 - logcount_predictions_loss: 0.5639 34/2370 [..............................] - ETA: 38:59 - loss: 887.2926 - logits_profile_predictions_loss: 872.9271 - logcount_predictions_loss: 0.5634 35/2370 [..............................] - ETA: 38:58 - loss: 887.8584 - logits_profile_predictions_loss: 873.5057 - logcount_predictions_loss: 0.5629 36/2370 [..............................] - ETA: 38:57 - loss: 888.5208 - logits_profile_predictions_loss: 874.1803 - logcount_predictions_loss: 0.5624 37/2370 [..............................] - ETA: 38:56 - loss: 889.1788 - logits_profile_predictions_loss: 874.8510 - logcount_predictions_loss: 0.5619 38/2370 [..............................] - ETA: 38:55 - loss: 889.6882 - logits_profile_predictions_loss: 875.3750 - logcount_predictions_loss: 0.5613 39/2370 [..............................] - ETA: 38:54 - loss: 890.1585 - logits_profile_predictions_loss: 875.8625 - logcount_predictions_loss: 0.5606 40/2370 [..............................] - ETA: 38:53 - loss: 890.4670 - logits_profile_predictions_loss: 876.1817 - logcount_predictions_loss: 0.5602 41/2370 [..............................] - ETA: 38:52 - loss: 890.8143 - logits_profile_predictions_loss: 876.5414 - logcount_predictions_loss: 0.5597 42/2370 [..............................] - ETA: 38:51 - loss: 891.1583 - logits_profile_predictions_loss: 876.8999 - logcount_predictions_loss: 0.5592 43/2370 [..............................] - ETA: 38:50 - loss: 891.4729 - logits_profile_predictions_loss: 877.2297 - logcount_predictions_loss: 0.5586 44/2370 [..............................] - ETA: 38:49 - loss: 891.7902 - logits_profile_predictions_loss: 877.5622 - logcount_predictions_loss: 0.5580 45/2370 [..............................] - ETA: 38:48 - loss: 892.0393 - logits_profile_predictions_loss: 877.8259 - logcount_predictions_loss: 0.5574 46/2370 [..............................] - ETA: 38:47 - loss: 892.2106 - logits_profile_predictions_loss: 878.0126 - logcount_predictions_loss: 0.5568 47/2370 [..............................] - ETA: 38:46 - loss: 892.3346 - logits_profile_predictions_loss: 878.1526 - logcount_predictions_loss: 0.5562 48/2370 [..............................] - ETA: 38:45 - loss: 892.4513 - logits_profile_predictions_loss: 878.2832 - logcount_predictions_loss: 0.5556 49/2370 [..............................] - ETA: 38:44 - loss: 892.6077 - logits_profile_predictions_loss: 878.4525 - logcount_predictions_loss: 0.5551 50/2370 [..............................] - ETA: 38:43 - loss: 892.7937 - logits_profile_predictions_loss: 878.6528 - logcount_predictions_loss: 0.5545 51/2370 [..............................] - ETA: 38:42 - loss: 892.9859 - logits_profile_predictions_loss: 878.8579 - logcount_predictions_loss: 0.5540 52/2370 [..............................] - ETA: 38:41 - loss: 893.1621 - logits_profile_predictions_loss: 879.0475 - logcount_predictions_loss: 0.5535 53/2370 [..............................] - ETA: 38:40 - loss: 893.3631 - logits_profile_predictions_loss: 879.2636 - logcount_predictions_loss: 0.5529 54/2370 [..............................] - ETA: 38:39 - loss: 893.5563 - logits_profile_predictions_loss: 879.4707 - logcount_predictions_loss: 0.5524 55/2370 [..............................] - ETA: 38:38 - loss: 893.7590 - logits_profile_predictions_loss: 879.6876 - logcount_predictions_loss: 0.5518 56/2370 [..............................] - ETA: 38:37 - loss: 893.9449 - logits_profile_predictions_loss: 879.8865 - logcount_predictions_loss: 0.5513 57/2370 [..............................] - ETA: 38:36 - loss: 894.1002 - logits_profile_predictions_loss: 880.0549 - logcount_predictions_loss: 0.5508 58/2370 [..............................] - ETA: 38:35 - loss: 894.2027 - logits_profile_predictions_loss: 880.1695 - logcount_predictions_loss: 0.5503 59/2370 [..............................] - ETA: 38:34 - loss: 894.2495 - logits_profile_predictions_loss: 880.2287 - logcount_predictions_loss: 0.5498 60/2370 [..............................] - ETA: 38:33 - loss: 894.2483 - logits_profile_predictions_loss: 880.2371 - logcount_predictions_loss: 0.5495 61/2370 [..............................] - ETA: 38:32 - loss: 894.2757 - logits_profile_predictions_loss: 880.2727 - logcount_predictions_loss: 0.5491 62/2370 [..............................] - ETA: 38:31 - loss: 894.2693 - logits_profile_predictions_loss: 880.2720 - logcount_predictions_loss: 0.5489 63/2370 [..............................] - ETA: 38:30 - loss: 894.2609 - logits_profile_predictions_loss: 880.2684 - logcount_predictions_loss: 0.5487 64/2370 [..............................] - ETA: 38:29 - loss: 894.2200 - logits_profile_predictions_loss: 880.2324 - logcount_predictions_loss: 0.5485 65/2370 [..............................] - ETA: 38:28 - loss: 894.1497 - logits_profile_predictions_loss: 880.1675 - logcount_predictions_loss: 0.5483 66/2370 [..............................] - ETA: 38:27 - loss: 894.0929 - logits_profile_predictions_loss: 880.1162 - logcount_predictions_loss: 0.5481 67/2370 [..............................] - ETA: 38:26 - loss: 894.0385 - logits_profile_predictions_loss: 880.0680 - logcount_predictions_loss: 0.5479 68/2370 [..............................] - ETA: 38:25 - loss: 893.9373 - logits_profile_predictions_loss: 879.9698 - logcount_predictions_loss: 0.5477 69/2370 [..............................] - ETA: 38:24 - loss: 893.8344 - logits_profile_predictions_loss: 879.8696 - logcount_predictions_loss: 0.5476 70/2370 [..............................] - ETA: 38:23 - loss: 893.7214 - logits_profile_predictions_loss: 879.7599 - logcount_predictions_loss: 0.5475 71/2370 [..............................] - ETA: 38:22 - loss: 893.6135 - logits_profile_predictions_loss: 879.6555 - logcount_predictions_loss: 0.5474 72/2370 [..............................] - ETA: 38:21 - loss: 893.5006 - logits_profile_predictions_loss: 879.5460 - logcount_predictions_loss: 0.5472 73/2370 [..............................] - ETA: 38:20 - loss: 893.4117 - logits_profile_predictions_loss: 879.4612 - logcount_predictions_loss: 0.5471 74/2370 [..............................] - ETA: 38:19 - loss: 893.3329 - logits_profile_predictions_loss: 879.3867 - logcount_predictions_loss: 0.5469 75/2370 [..............................] - ETA: 38:17 - loss: 893.2769 - logits_profile_predictions_loss: 879.3356 - logcount_predictions_loss: 0.5467 76/2370 [..............................] - ETA: 38:16 - loss: 893.2381 - logits_profile_predictions_loss: 879.3021 - logcount_predictions_loss: 0.5465 77/2370 [..............................] - ETA: 38:15 - loss: 893.1963 - logits_profile_predictions_loss: 879.2658 - logcount_predictions_loss: 0.5463 78/2370 [..............................] - ETA: 38:14 - loss: 893.1489 - logits_profile_predictions_loss: 879.2238 - logcount_predictions_loss: 0.5461 79/2370 [>.............................] - ETA: 38:13 - loss: 893.1004 - logits_profile_predictions_loss: 879.1804 - logcount_predictions_loss: 0.5459 80/2370 [>.............................] - ETA: 38:12 - loss: 893.0546 - logits_profile_predictions_loss: 879.1387 - logcount_predictions_loss: 0.5457 81/2370 [>.............................] - ETA: 38:11 - loss: 893.0262 - logits_profile_predictions_loss: 879.1150 - logcount_predictions_loss: 0.5455 82/2370 [>.............................] - ETA: 38:10 - loss: 893.0055 - logits_profile_predictions_loss: 879.0991 - logcount_predictions_loss: 0.5454 83/2370 [>.............................] - ETA: 38:09 - loss: 892.9669 - logits_profile_predictions_loss: 879.0647 - logcount_predictions_loss: 0.5452 84/2370 [>.............................] - ETA: 38:08 - loss: 892.9186 - logits_profile_predictions_loss: 879.0210 - logcount_predictions_loss: 0.5450 85/2370 [>.............................] - ETA: 38:07 - loss: 892.9107 - logits_profile_predictions_loss: 879.0166 - logcount_predictions_loss: 0.5449 86/2370 [>.............................] - ETA: 38:06 - loss: 892.8922 - logits_profile_predictions_loss: 879.0010 - logcount_predictions_loss: 0.5448 87/2370 [>.............................] - ETA: 38:05 - loss: 892.8880 - logits_profile_predictions_loss: 878.9992 - logcount_predictions_loss: 0.5447 88/2370 [>.............................] - ETA: 38:05 - loss: 892.8895 - logits_profile_predictions_loss: 879.0031 - logcount_predictions_loss: 0.5446 89/2370 [>.............................] - ETA: 38:04 - loss: 892.8735 - logits_profile_predictions_loss: 878.9900 - logcount_predictions_loss: 0.5445 90/2370 [>.............................] - ETA: 38:03 - loss: 892.8543 - logits_profile_predictions_loss: 878.9738 - logcount_predictions_loss: 0.5443 91/2370 [>.............................] - ETA: 38:02 - loss: 892.8264 - logits_profile_predictions_loss: 878.9485 - logcount_predictions_loss: 0.5442 92/2370 [>.............................] - ETA: 38:01 - loss: 892.8178 - logits_profile_predictions_loss: 878.9422 - logcount_predictions_loss: 0.5441 93/2370 [>.............................] - ETA: 38:00 - loss: 892.8080 - logits_profile_predictions_loss: 878.9347 - logcount_predictions_loss: 0.5441 94/2370 [>.............................] - ETA: 37:59 - loss: 892.8011 - logits_profile_predictions_loss: 878.9295 - logcount_predictions_loss: 0.5440 95/2370 [>.............................] - ETA: 37:58 - loss: 892.7949 - logits_profile_predictions_loss: 878.9253 - logcount_predictions_loss: 0.5439 96/2370 [>.............................] - ETA: 37:57 - loss: 892.7874 - logits_profile_predictions_loss: 878.9202 - logcount_predictions_loss: 0.5438 97/2370 [>.............................] - ETA: 37:56 - loss: 892.7842 - logits_profile_predictions_loss: 878.9190 - logcount_predictions_loss: 0.5437 98/2370 [>.............................] - ETA: 37:55 - loss: 892.7680 - logits_profile_predictions_loss: 878.9047 - logcount_predictions_loss: 0.5437 99/2370 [>.............................] - ETA: 37:54 - loss: 892.7627 - logits_profile_predictions_loss: 878.9012 - logcount_predictions_loss: 0.5436 100/2370 [>.............................] - ETA: 37:53 - loss: 892.7422 - logits_profile_predictions_loss: 878.8821 - logcount_predictions_loss: 0.5435 101/2370 [>.............................] - ETA: 37:52 - loss: 892.7350 - logits_profile_predictions_loss: 878.8768 - logcount_predictions_loss: 0.5435 102/2370 [>.............................] - ETA: 37:51 - loss: 892.7387 - logits_profile_predictions_loss: 878.8818 - logcount_predictions_loss: 0.5434 103/2370 [>.............................] - ETA: 37:50 - loss: 892.7498 - logits_profile_predictions_loss: 878.8942 - logcount_predictions_loss: 0.5434 104/2370 [>.............................] - ETA: 37:49 - loss: 892.7544 - logits_profile_predictions_loss: 878.9000 - logcount_predictions_loss: 0.5433 105/2370 [>.............................] - ETA: 37:48 - loss: 892.7517 - logits_profile_predictions_loss: 878.8982 - logcount_predictions_loss: 0.5433 106/2370 [>.............................] - ETA: 37:47 - loss: 892.7443 - logits_profile_predictions_loss: 878.8909 - logcount_predictions_loss: 0.5433 107/2370 [>.............................] - ETA: 37:46 - loss: 892.7276 - logits_profile_predictions_loss: 878.8742 - logcount_predictions_loss: 0.5433 108/2370 [>.............................] - ETA: 37:45 - loss: 892.6935 - logits_profile_predictions_loss: 878.8402 - logcount_predictions_loss: 0.5433 109/2370 [>.............................] - ETA: 37:44 - loss: 892.6429 - logits_profile_predictions_loss: 878.7898 - logcount_predictions_loss: 0.5433 110/2370 [>.............................] - ETA: 37:43 - loss: 892.5895 - logits_profile_predictions_loss: 878.7368 - logcount_predictions_loss: 0.5432 111/2370 [>.............................] - ETA: 37:42 - loss: 892.5362 - logits_profile_predictions_loss: 878.6842 - logcount_predictions_loss: 0.5432 112/2370 [>.............................] - ETA: 37:41 - loss: 892.5006 - logits_profile_predictions_loss: 878.6489 - logcount_predictions_loss: 0.5432 113/2370 [>.............................] - ETA: 37:40 - loss: 892.4676 - logits_profile_predictions_loss: 878.6162 - logcount_predictions_loss: 0.5432 114/2370 [>.............................] - ETA: 37:39 - loss: 892.4326 - logits_profile_predictions_loss: 878.5816 - logcount_predictions_loss: 0.5432 115/2370 [>.............................] - ETA: 37:38 - loss: 892.3854 - logits_profile_predictions_loss: 878.5350 - logcount_predictions_loss: 0.5432 116/2370 [>.............................] - ETA: 37:37 - loss: 892.3309 - logits_profile_predictions_loss: 878.4813 - logcount_predictions_loss: 0.5431 117/2370 [>.............................] - ETA: 37:36 - loss: 892.2841 - logits_profile_predictions_loss: 878.4354 - logcount_predictions_loss: 0.5431 118/2370 [>.............................] - ETA: 37:35 - loss: 892.2396 - logits_profile_predictions_loss: 878.3917 - logcount_predictions_loss: 0.5431 119/2370 [>.............................] - ETA: 37:34 - loss: 892.2047 - logits_profile_predictions_loss: 878.3575 - logcount_predictions_loss: 0.5430 120/2370 [>.............................] - ETA: 37:33 - loss: 892.1776 - logits_profile_predictions_loss: 878.3311 - logcount_predictions_loss: 0.5430 121/2370 [>.............................] - ETA: 37:32 - loss: 892.1418 - logits_profile_predictions_loss: 878.2960 - logcount_predictions_loss: 0.5430 122/2370 [>.............................] - ETA: 37:31 - loss: 892.0975 - logits_profile_predictions_loss: 878.2522 - logcount_predictions_loss: 0.5430 123/2370 [>.............................] - ETA: 37:29 - loss: 892.0558 - 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[>.............................] - ETA: 37:22 - loss: 891.8051 - logits_profile_predictions_loss: 877.9659 - logcount_predictions_loss: 0.5427 131/2370 [>.............................] - ETA: 37:21 - loss: 891.7728 - logits_profile_predictions_loss: 877.9342 - logcount_predictions_loss: 0.5427 132/2370 [>.............................] - ETA: 37:20 - loss: 891.7445 - logits_profile_predictions_loss: 877.9065 - logcount_predictions_loss: 0.5427 133/2370 [>.............................] - ETA: 37:19 - loss: 891.7217 - logits_profile_predictions_loss: 877.8841 - logcount_predictions_loss: 0.5427 134/2370 [>.............................] - ETA: 37:18 - loss: 891.6997 - logits_profile_predictions_loss: 877.8627 - logcount_predictions_loss: 0.5426 135/2370 [>.............................] - ETA: 37:17 - loss: 891.6755 - logits_profile_predictions_loss: 877.8393 - logcount_predictions_loss: 0.5426 136/2370 [>.............................] - ETA: 37:16 - loss: 891.6635 - 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[============================>.] - ETA: 56s - loss: 898.9249 - logits_profile_predictions_loss: 884.9837 - logcount_predictions_loss: 0.5467 2315/2370 [============================>.] - ETA: 55s - loss: 898.9260 - logits_profile_predictions_loss: 884.9848 - logcount_predictions_loss: 0.5467 2316/2370 [============================>.] - ETA: 54s - loss: 898.9271 - logits_profile_predictions_loss: 884.9859 - logcount_predictions_loss: 0.5467 2317/2370 [============================>.] - ETA: 53s - loss: 898.9281 - logits_profile_predictions_loss: 884.9870 - logcount_predictions_loss: 0.5467 2318/2370 [============================>.] - ETA: 52s - loss: 898.9292 - logits_profile_predictions_loss: 884.9881 - logcount_predictions_loss: 0.5467 2319/2370 [============================>.] - ETA: 51s - loss: 898.9304 - logits_profile_predictions_loss: 884.9893 - logcount_predictions_loss: 0.5467 2320/2370 [============================>.] - ETA: 50s - loss: 898.9315 - 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[============================>.] - ETA: 43s - loss: 898.9393 - logits_profile_predictions_loss: 884.9984 - logcount_predictions_loss: 0.5467 2328/2370 [============================>.] - ETA: 42s - loss: 898.9404 - logits_profile_predictions_loss: 884.9995 - logcount_predictions_loss: 0.5467 2329/2370 [============================>.] - ETA: 41s - loss: 898.9414 - logits_profile_predictions_loss: 885.0006 - logcount_predictions_loss: 0.5467 2330/2370 [============================>.] - ETA: 40s - loss: 898.9425 - logits_profile_predictions_loss: 885.0017 - logcount_predictions_loss: 0.5467 2331/2370 [============================>.] - ETA: 39s - loss: 898.9437 - logits_profile_predictions_loss: 885.0029 - logcount_predictions_loss: 0.5467 2332/2370 [============================>.] - ETA: 38s - loss: 898.9448 - logits_profile_predictions_loss: 885.0040 - logcount_predictions_loss: 0.5467 2333/2370 [============================>.] - ETA: 37s - loss: 898.9460 - 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[============================>.] - ETA: 30s - loss: 898.9540 - logits_profile_predictions_loss: 885.0134 - logcount_predictions_loss: 0.5467 2341/2370 [============================>.] - ETA: 29s - loss: 898.9552 - logits_profile_predictions_loss: 885.0146 - logcount_predictions_loss: 0.5467 2342/2370 [============================>.] - ETA: 28s - loss: 898.9563 - logits_profile_predictions_loss: 885.0158 - logcount_predictions_loss: 0.5467 2343/2370 [============================>.] - ETA: 27s - loss: 898.9574 - logits_profile_predictions_loss: 885.0169 - logcount_predictions_loss: 0.5467 2344/2370 [============================>.] - ETA: 26s - loss: 898.9586 - logits_profile_predictions_loss: 885.0181 - logcount_predictions_loss: 0.5467 2345/2370 [============================>.] - ETA: 25s - loss: 898.9597 - logits_profile_predictions_loss: 885.0193 - logcount_predictions_loss: 0.5467 2346/2370 [============================>.] - ETA: 24s - loss: 898.9608 - 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[============================>.] - ETA: 17s - loss: 898.9687 - logits_profile_predictions_loss: 885.0285 - logcount_predictions_loss: 0.5467 2354/2370 [============================>.] - ETA: 16s - loss: 898.9698 - logits_profile_predictions_loss: 885.0296 - logcount_predictions_loss: 0.5467 2355/2370 [============================>.] - ETA: 15s - loss: 898.9710 - logits_profile_predictions_loss: 885.0308 - logcount_predictions_loss: 0.5467 2356/2370 [============================>.] - ETA: 14s - loss: 898.9722 - logits_profile_predictions_loss: 885.0320 - logcount_predictions_loss: 0.5467 2357/2370 [============================>.] - ETA: 13s - loss: 898.9733 - logits_profile_predictions_loss: 885.0332 - logcount_predictions_loss: 0.5466 2358/2370 [============================>.] - ETA: 12s - loss: 898.9744 - logits_profile_predictions_loss: 885.0343 - logcount_predictions_loss: 0.5466 2359/2370 [============================>.] - ETA: 11s - loss: 898.9755 - logits_profile_predictions_loss: 885.0355 - logcount_predictions_loss: 0.5466 2360/2370 [============================>.] - ETA: 10s - loss: 898.9767 - logits_profile_predictions_loss: 885.0366 - logcount_predictions_loss: 0.5466 2361/2370 [============================>.] - ETA: 9s - loss: 898.9778 - logits_profile_predictions_loss: 885.0378 - logcount_predictions_loss: 0.5466  2362/2370 [============================>.] - ETA: 8s - loss: 898.9790 - logits_profile_predictions_loss: 885.0390 - logcount_predictions_loss: 0.5466 2363/2370 [============================>.] - ETA: 7s - loss: 898.9801 - logits_profile_predictions_loss: 885.0401 - logcount_predictions_loss: 0.5466 2364/2370 [============================>.] - ETA: 6s - loss: 898.9812 - logits_profile_predictions_loss: 885.0413 - logcount_predictions_loss: 0.5466 2365/2370 [============================>.] - ETA: 5s - loss: 898.9823 - logits_profile_predictions_loss: 885.0424 - logcount_predictions_loss: 0.5466 2366/2370 [============================>.] - ETA: 4s - loss: 898.9834 - logits_profile_predictions_loss: 885.0436 - logcount_predictions_loss: 0.5466 2367/2370 [============================>.] - ETA: 3s - loss: 898.9846 - logits_profile_predictions_loss: 885.0447 - logcount_predictions_loss: 0.5466 2368/2370 [============================>.] - ETA: 2s - loss: 898.9857 - logits_profile_predictions_loss: 885.0458 - logcount_predictions_loss: 0.5466 2369/2370 [============================>.] - ETA: 1s - loss: 898.9868 - logits_profile_predictions_loss: 885.0470 - logcount_predictions_loss: 0.5466 2370/2370 [==============================] - ETA: 0s - loss: 898.9879 - logits_profile_predictions_loss: 885.0481 - logcount_predictions_loss: 0.5466 2370/2370 [==============================] - 2497s 1s/step - loss: 898.9890 - logits_profile_predictions_loss: 885.0493 - logcount_predictions_loss: 0.5466 - val_loss: 1150.5172 - val_logits_profile_predictions_loss: 1136.2389 - val_logcount_predictions_loss: 0.5599 Epoch 00009: val_loss did not improve from 1150.34998 Epoch 10/50 1/2370 [..............................] - ETA: 40:51 - loss: 912.9113 - logits_profile_predictions_loss: 897.4420 - logcount_predictions_loss: 0.6066 2/2370 [..............................] - ETA: 39:36 - loss: 926.0153 - logits_profile_predictions_loss: 911.7065 - logcount_predictions_loss: 0.5611 3/2370 [..............................] - ETA: 39:34 - loss: 901.8388 - logits_profile_predictions_loss: 887.7800 - logcount_predictions_loss: 0.5513 4/2370 [..............................] - ETA: 39:33 - loss: 888.3120 - logits_profile_predictions_loss: 874.8137 - logcount_predictions_loss: 0.5293 5/2370 [..............................] - ETA: 39:33 - loss: 884.3468 - logits_profile_predictions_loss: 871.0384 - logcount_predictions_loss: 0.5219 6/2370 [..............................] - ETA: 39:32 - loss: 883.9094 - logits_profile_predictions_loss: 870.7324 - logcount_predictions_loss: 0.5167 7/2370 [..............................] - ETA: 39:31 - loss: 883.4374 - logits_profile_predictions_loss: 870.3432 - logcount_predictions_loss: 0.5135 8/2370 [..............................] - ETA: 39:30 - loss: 880.7685 - logits_profile_predictions_loss: 867.7866 - logcount_predictions_loss: 0.5091 9/2370 [..............................] - ETA: 39:29 - loss: 876.6947 - logits_profile_predictions_loss: 863.7916 - logcount_predictions_loss: 0.5060 10/2370 [..............................] - ETA: 39:28 - loss: 874.0340 - logits_profile_predictions_loss: 861.0830 - logcount_predictions_loss: 0.5079 11/2370 [..............................] - ETA: 39:27 - loss: 872.3238 - logits_profile_predictions_loss: 859.3267 - logcount_predictions_loss: 0.5097 12/2370 [..............................] - ETA: 39:26 - loss: 870.9665 - logits_profile_predictions_loss: 857.9477 - logcount_predictions_loss: 0.5105 13/2370 [..............................] - ETA: 39:25 - loss: 869.8254 - 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[====>.........................] - ETA: 32:03 - loss: 881.0378 - logits_profile_predictions_loss: 867.3808 - logcount_predictions_loss: 0.5356 450/2370 [====>.........................] - ETA: 32:02 - loss: 881.0517 - logits_profile_predictions_loss: 867.3946 - logcount_predictions_loss: 0.5356 451/2370 [====>.........................] - ETA: 32:01 - loss: 881.0662 - logits_profile_predictions_loss: 867.4091 - logcount_predictions_loss: 0.5356 452/2370 [====>.........................] - ETA: 32:00 - loss: 881.0813 - logits_profile_predictions_loss: 867.4242 - logcount_predictions_loss: 0.5356 453/2370 [====>.........................] - ETA: 31:59 - loss: 881.0963 - logits_profile_predictions_loss: 867.4391 - logcount_predictions_loss: 0.5356 454/2370 [====>.........................] - ETA: 31:58 - loss: 881.1113 - logits_profile_predictions_loss: 867.4541 - logcount_predictions_loss: 0.5356 455/2370 [====>.........................] - ETA: 31:57 - loss: 881.1266 - 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[=====>........................] - ETA: 31:37 - loss: 881.3980 - logits_profile_predictions_loss: 867.7409 - logcount_predictions_loss: 0.5356 476/2370 [=====>........................] - ETA: 31:36 - loss: 881.4112 - logits_profile_predictions_loss: 867.7540 - logcount_predictions_loss: 0.5356 477/2370 [=====>........................] - ETA: 31:35 - loss: 881.4245 - logits_profile_predictions_loss: 867.7673 - logcount_predictions_loss: 0.5356 478/2370 [=====>........................] - ETA: 31:34 - loss: 881.4381 - logits_profile_predictions_loss: 867.7808 - logcount_predictions_loss: 0.5356 479/2370 [=====>........................] - ETA: 31:33 - loss: 881.4515 - logits_profile_predictions_loss: 867.7942 - logcount_predictions_loss: 0.5356 480/2370 [=====>........................] - ETA: 31:32 - loss: 881.4650 - logits_profile_predictions_loss: 867.8076 - logcount_predictions_loss: 0.5356 481/2370 [=====>........................] - ETA: 31:31 - loss: 881.4782 - 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[=====>........................] - ETA: 31:24 - loss: 881.5627 - logits_profile_predictions_loss: 867.9051 - logcount_predictions_loss: 0.5356 489/2370 [=====>........................] - ETA: 31:23 - loss: 881.5750 - logits_profile_predictions_loss: 867.9174 - logcount_predictions_loss: 0.5356 490/2370 [=====>........................] - ETA: 31:22 - loss: 881.5870 - logits_profile_predictions_loss: 867.9294 - logcount_predictions_loss: 0.5356 491/2370 [=====>........................] - ETA: 31:21 - loss: 881.5999 - logits_profile_predictions_loss: 867.9422 - logcount_predictions_loss: 0.5356 492/2370 [=====>........................] - ETA: 31:20 - loss: 881.6126 - logits_profile_predictions_loss: 867.9549 - logcount_predictions_loss: 0.5356 493/2370 [=====>........................] - ETA: 31:19 - loss: 881.6243 - logits_profile_predictions_loss: 867.9665 - logcount_predictions_loss: 0.5356 494/2370 [=====>........................] - ETA: 31:18 - loss: 881.6355 - 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[=====>........................] - ETA: 31:11 - loss: 881.7070 - logits_profile_predictions_loss: 868.0493 - logcount_predictions_loss: 0.5356 502/2370 [=====>........................] - ETA: 31:10 - loss: 881.7170 - logits_profile_predictions_loss: 868.0593 - logcount_predictions_loss: 0.5356 503/2370 [=====>........................] - ETA: 31:09 - loss: 881.7268 - logits_profile_predictions_loss: 868.0691 - logcount_predictions_loss: 0.5356 504/2370 [=====>........................] - ETA: 31:08 - loss: 881.7356 - logits_profile_predictions_loss: 868.0780 - logcount_predictions_loss: 0.5356 505/2370 [=====>........................] - ETA: 31:07 - loss: 881.7440 - logits_profile_predictions_loss: 868.0864 - logcount_predictions_loss: 0.5356 506/2370 [=====>........................] - ETA: 31:06 - loss: 881.7525 - logits_profile_predictions_loss: 868.0950 - logcount_predictions_loss: 0.5356 507/2370 [=====>........................] - ETA: 31:05 - loss: 881.7606 - 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[=====>........................] - ETA: 30:45 - loss: 881.9434 - logits_profile_predictions_loss: 868.2867 - logcount_predictions_loss: 0.5356 528/2370 [=====>........................] - ETA: 30:44 - loss: 881.9526 - logits_profile_predictions_loss: 868.2960 - logcount_predictions_loss: 0.5356 529/2370 [=====>........................] - ETA: 30:43 - loss: 881.9617 - logits_profile_predictions_loss: 868.3051 - logcount_predictions_loss: 0.5356 530/2370 [=====>........................] - ETA: 30:42 - loss: 881.9711 - logits_profile_predictions_loss: 868.3146 - logcount_predictions_loss: 0.5356 531/2370 [=====>........................] - ETA: 30:41 - loss: 881.9803 - logits_profile_predictions_loss: 868.3239 - logcount_predictions_loss: 0.5356 532/2370 [=====>........................] - ETA: 30:40 - loss: 881.9900 - logits_profile_predictions_loss: 868.3337 - logcount_predictions_loss: 0.5356 533/2370 [=====>........................] - ETA: 30:39 - loss: 881.9988 - 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[=====>........................] - ETA: 30:32 - loss: 882.0500 - logits_profile_predictions_loss: 868.3942 - logcount_predictions_loss: 0.5355 541/2370 [=====>........................] - ETA: 30:31 - loss: 882.0571 - logits_profile_predictions_loss: 868.4013 - logcount_predictions_loss: 0.5355 542/2370 [=====>........................] - ETA: 30:30 - loss: 882.0639 - logits_profile_predictions_loss: 868.4082 - logcount_predictions_loss: 0.5355 543/2370 [=====>........................] - ETA: 30:29 - loss: 882.0705 - logits_profile_predictions_loss: 868.4149 - logcount_predictions_loss: 0.5355 544/2370 [=====>........................] - ETA: 30:28 - loss: 882.0767 - logits_profile_predictions_loss: 868.4212 - logcount_predictions_loss: 0.5355 545/2370 [=====>........................] - ETA: 30:27 - loss: 882.0829 - logits_profile_predictions_loss: 868.4275 - logcount_predictions_loss: 0.5355 546/2370 [=====>........................] - ETA: 30:26 - loss: 882.0890 - 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[============================>.] - ETA: 1:15 - loss: 888.3080 - logits_profile_predictions_loss: 874.7407 - logcount_predictions_loss: 0.5321 2296/2370 [============================>.] - ETA: 1:14 - loss: 888.3104 - logits_profile_predictions_loss: 874.7431 - logcount_predictions_loss: 0.5321 2297/2370 [============================>.] - ETA: 1:13 - loss: 888.3129 - logits_profile_predictions_loss: 874.7456 - logcount_predictions_loss: 0.5321 2298/2370 [============================>.] - ETA: 1:12 - loss: 888.3153 - logits_profile_predictions_loss: 874.7480 - logcount_predictions_loss: 0.5321 2299/2370 [============================>.] - ETA: 1:11 - loss: 888.3177 - logits_profile_predictions_loss: 874.7504 - logcount_predictions_loss: 0.5321 2300/2370 [============================>.] - ETA: 1:10 - loss: 888.3201 - logits_profile_predictions_loss: 874.7528 - logcount_predictions_loss: 0.5321 2301/2370 [============================>.] - ETA: 1:09 - loss: 888.3225 - 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[============================>.] - ETA: 1:02 - loss: 888.3393 - logits_profile_predictions_loss: 874.7720 - logcount_predictions_loss: 0.5321 2309/2370 [============================>.] - ETA: 1:01 - loss: 888.3416 - logits_profile_predictions_loss: 874.7743 - logcount_predictions_loss: 0.5321 2310/2370 [============================>.] - ETA: 1:00 - loss: 888.3440 - logits_profile_predictions_loss: 874.7767 - logcount_predictions_loss: 0.5321 2311/2370 [============================>.] - ETA: 59s - loss: 888.3463 - logits_profile_predictions_loss: 874.7790 - logcount_predictions_loss: 0.5321  2312/2370 [============================>.] - ETA: 58s - loss: 888.3486 - logits_profile_predictions_loss: 874.7813 - logcount_predictions_loss: 0.5321 2313/2370 [============================>.] - ETA: 57s - loss: 888.3510 - logits_profile_predictions_loss: 874.7837 - logcount_predictions_loss: 0.5321 2314/2370 [============================>.] - ETA: 56s - loss: 888.3533 - 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[============================>.] - ETA: 49s - loss: 888.3694 - logits_profile_predictions_loss: 874.8020 - logcount_predictions_loss: 0.5321 2322/2370 [============================>.] - ETA: 48s - loss: 888.3716 - logits_profile_predictions_loss: 874.8043 - logcount_predictions_loss: 0.5321 2323/2370 [============================>.] - ETA: 47s - loss: 888.3739 - logits_profile_predictions_loss: 874.8065 - logcount_predictions_loss: 0.5321 2324/2370 [============================>.] - ETA: 46s - loss: 888.3762 - logits_profile_predictions_loss: 874.8088 - logcount_predictions_loss: 0.5321 2325/2370 [============================>.] - ETA: 45s - loss: 888.3784 - logits_profile_predictions_loss: 874.8110 - logcount_predictions_loss: 0.5321 2326/2370 [============================>.] - ETA: 44s - loss: 888.3807 - logits_profile_predictions_loss: 874.8133 - logcount_predictions_loss: 0.5321 2327/2370 [============================>.] - ETA: 43s - loss: 888.3829 - 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[============================>.] - ETA: 36s - loss: 888.3984 - logits_profile_predictions_loss: 874.8309 - logcount_predictions_loss: 0.5321 2335/2370 [============================>.] - ETA: 35s - loss: 888.4006 - logits_profile_predictions_loss: 874.8332 - logcount_predictions_loss: 0.5321 2336/2370 [============================>.] - ETA: 34s - loss: 888.4029 - logits_profile_predictions_loss: 874.8354 - logcount_predictions_loss: 0.5321 2337/2370 [============================>.] - ETA: 33s - loss: 888.4052 - logits_profile_predictions_loss: 874.8377 - logcount_predictions_loss: 0.5321 2338/2370 [============================>.] - ETA: 32s - loss: 888.4074 - logits_profile_predictions_loss: 874.8400 - logcount_predictions_loss: 0.5321 2339/2370 [============================>.] - ETA: 31s - loss: 888.4097 - logits_profile_predictions_loss: 874.8422 - logcount_predictions_loss: 0.5321 2340/2370 [============================>.] - ETA: 30s - loss: 888.4119 - 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[============================>.] - ETA: 23s - loss: 888.4277 - logits_profile_predictions_loss: 874.8602 - logcount_predictions_loss: 0.5321 2348/2370 [============================>.] - ETA: 22s - loss: 888.4300 - logits_profile_predictions_loss: 874.8625 - logcount_predictions_loss: 0.5321 2349/2370 [============================>.] - ETA: 21s - loss: 888.4323 - logits_profile_predictions_loss: 874.8648 - logcount_predictions_loss: 0.5321 2350/2370 [============================>.] - ETA: 20s - loss: 888.4345 - logits_profile_predictions_loss: 874.8670 - logcount_predictions_loss: 0.5321 2351/2370 [============================>.] - ETA: 19s - loss: 888.4368 - logits_profile_predictions_loss: 874.8692 - logcount_predictions_loss: 0.5321 2352/2370 [============================>.] - ETA: 18s - loss: 888.4390 - logits_profile_predictions_loss: 874.8714 - logcount_predictions_loss: 0.5321 2353/2370 [============================>.] - ETA: 17s - loss: 888.4412 - logits_profile_predictions_loss: 874.8737 - logcount_predictions_loss: 0.5321 2354/2370 [============================>.] - ETA: 16s - loss: 888.4434 - logits_profile_predictions_loss: 874.8759 - logcount_predictions_loss: 0.5321 2355/2370 [============================>.] - ETA: 15s - loss: 888.4456 - logits_profile_predictions_loss: 874.8781 - logcount_predictions_loss: 0.5321 2356/2370 [============================>.] - ETA: 14s - loss: 888.4478 - logits_profile_predictions_loss: 874.8803 - logcount_predictions_loss: 0.5321 2357/2370 [============================>.] - ETA: 13s - loss: 888.4501 - logits_profile_predictions_loss: 874.8825 - logcount_predictions_loss: 0.5321 2358/2370 [============================>.] - ETA: 12s - loss: 888.4523 - logits_profile_predictions_loss: 874.8848 - logcount_predictions_loss: 0.5321 2359/2370 [============================>.] - ETA: 11s - loss: 888.4546 - logits_profile_predictions_loss: 874.8870 - logcount_predictions_loss: 0.5321 2360/2370 [============================>.] - ETA: 10s - loss: 888.4568 - logits_profile_predictions_loss: 874.8893 - logcount_predictions_loss: 0.5321 2361/2370 [============================>.] - ETA: 9s - loss: 888.4591 - logits_profile_predictions_loss: 874.8915 - logcount_predictions_loss: 0.5321  2362/2370 [============================>.] - ETA: 8s - loss: 888.4614 - logits_profile_predictions_loss: 874.8938 - logcount_predictions_loss: 0.5321 2363/2370 [============================>.] - ETA: 7s - loss: 888.4636 - logits_profile_predictions_loss: 874.8960 - logcount_predictions_loss: 0.5321 2364/2370 [============================>.] - ETA: 6s - loss: 888.4658 - logits_profile_predictions_loss: 874.8983 - logcount_predictions_loss: 0.5321 2365/2370 [============================>.] - ETA: 5s - loss: 888.4681 - logits_profile_predictions_loss: 874.9005 - logcount_predictions_loss: 0.5321 2366/2370 [============================>.] - ETA: 4s - loss: 888.4704 - logits_profile_predictions_loss: 874.9028 - logcount_predictions_loss: 0.5321 2367/2370 [============================>.] - ETA: 3s - loss: 888.4727 - logits_profile_predictions_loss: 874.9051 - logcount_predictions_loss: 0.5321 2368/2370 [============================>.] - ETA: 2s - loss: 888.4750 - logits_profile_predictions_loss: 874.9074 - logcount_predictions_loss: 0.5321 2369/2370 [============================>.] - ETA: 1s - loss: 888.4773 - logits_profile_predictions_loss: 874.9097 - logcount_predictions_loss: 0.5321 2370/2370 [==============================] - ETA: 0s - loss: 888.4796 - logits_profile_predictions_loss: 874.9120 - logcount_predictions_loss: 0.5321 2370/2370 [==============================] - 2498s 1s/step - loss: 888.4819 - logits_profile_predictions_loss: 874.9143 - logcount_predictions_loss: 0.5321 - val_loss: 1157.4656 - val_logits_profile_predictions_loss: 1143.8307 - val_logcount_predictions_loss: 0.5348 Epoch 00010: val_loss did not improve from 1150.34998 Epoch 11/50 1/2370 [..............................] - ETA: 40:25 - loss: 983.2653 - logits_profile_predictions_loss: 967.6855 - logcount_predictions_loss: 0.6110 2/2370 [..............................] - ETA: 39:31 - loss: 938.1786 - logits_profile_predictions_loss: 923.4134 - logcount_predictions_loss: 0.5790 3/2370 [..............................] - ETA: 39:30 - loss: 932.2331 - logits_profile_predictions_loss: 917.8654 - logcount_predictions_loss: 0.5634 4/2370 [..............................] - ETA: 39:31 - loss: 931.8748 - logits_profile_predictions_loss: 917.8724 - logcount_predictions_loss: 0.5491 5/2370 [..............................] - ETA: 39:30 - loss: 923.6345 - logits_profile_predictions_loss: 909.9360 - logcount_predictions_loss: 0.5372 6/2370 [..............................] - ETA: 39:30 - loss: 917.6108 - logits_profile_predictions_loss: 904.2343 - logcount_predictions_loss: 0.5246 7/2370 [..............................] - ETA: 39:29 - loss: 915.8756 - logits_profile_predictions_loss: 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39:21 - loss: 913.6069 - logits_profile_predictions_loss: 900.8984 - logcount_predictions_loss: 0.4984 15/2370 [..............................] - ETA: 39:20 - loss: 913.0888 - logits_profile_predictions_loss: 900.3905 - logcount_predictions_loss: 0.4980 16/2370 [..............................] - ETA: 39:19 - loss: 913.1230 - logits_profile_predictions_loss: 900.4229 - logcount_predictions_loss: 0.4980 17/2370 [..............................] - ETA: 39:18 - loss: 913.3048 - logits_profile_predictions_loss: 900.6147 - logcount_predictions_loss: 0.4976 18/2370 [..............................] - ETA: 39:17 - loss: 913.4703 - logits_profile_predictions_loss: 900.7734 - logcount_predictions_loss: 0.4979 19/2370 [..............................] - ETA: 39:16 - loss: 913.3156 - logits_profile_predictions_loss: 900.6043 - logcount_predictions_loss: 0.4985 20/2370 [..............................] - ETA: 39:14 - loss: 913.1551 - logits_profile_predictions_loss: 900.4353 - logcount_predictions_loss: 0.4988 21/2370 [..............................] - ETA: 39:13 - loss: 913.1828 - logits_profile_predictions_loss: 900.4553 - logcount_predictions_loss: 0.4991 22/2370 [..............................] - ETA: 39:13 - loss: 912.9692 - logits_profile_predictions_loss: 900.2333 - logcount_predictions_loss: 0.4994 23/2370 [..............................] - ETA: 39:12 - loss: 912.6236 - logits_profile_predictions_loss: 899.8827 - logcount_predictions_loss: 0.4996 24/2370 [..............................] - ETA: 39:10 - loss: 912.4532 - logits_profile_predictions_loss: 899.7065 - logcount_predictions_loss: 0.4999 25/2370 [..............................] - ETA: 39:09 - loss: 912.4937 - logits_profile_predictions_loss: 899.7386 - logcount_predictions_loss: 0.5002 26/2370 [..............................] - ETA: 39:08 - loss: 912.4042 - logits_profile_predictions_loss: 899.6471 - logcount_predictions_loss: 0.5003 27/2370 [..............................] - ETA: 39:07 - loss: 912.2094 - logits_profile_predictions_loss: 899.4508 - logcount_predictions_loss: 0.5003 28/2370 [..............................] - ETA: 39:06 - loss: 912.0546 - logits_profile_predictions_loss: 899.2912 - logcount_predictions_loss: 0.5005 29/2370 [..............................] - ETA: 39:05 - loss: 911.8163 - logits_profile_predictions_loss: 899.0464 - logcount_predictions_loss: 0.5008 30/2370 [..............................] - ETA: 39:04 - loss: 911.5632 - logits_profile_predictions_loss: 898.7880 - logcount_predictions_loss: 0.5010 31/2370 [..............................] - ETA: 39:03 - loss: 911.5124 - logits_profile_predictions_loss: 898.7288 - logcount_predictions_loss: 0.5013 32/2370 [..............................] - ETA: 39:02 - loss: 911.5476 - logits_profile_predictions_loss: 898.7546 - logcount_predictions_loss: 0.5017 33/2370 [..............................] - ETA: 39:01 - loss: 911.6448 - logits_profile_predictions_loss: 898.8423 - logcount_predictions_loss: 0.5021 34/2370 [..............................] - ETA: 39:01 - loss: 911.6984 - logits_profile_predictions_loss: 898.8860 - logcount_predictions_loss: 0.5024 35/2370 [..............................] - ETA: 39:00 - loss: 911.7254 - logits_profile_predictions_loss: 898.9012 - logcount_predictions_loss: 0.5029 36/2370 [..............................] - ETA: 38:58 - loss: 911.9611 - logits_profile_predictions_loss: 899.1245 - logcount_predictions_loss: 0.5034 37/2370 [..............................] - ETA: 38:57 - loss: 912.0971 - logits_profile_predictions_loss: 899.2526 - logcount_predictions_loss: 0.5037 38/2370 [..............................] - ETA: 38:56 - loss: 912.3616 - logits_profile_predictions_loss: 899.5080 - logcount_predictions_loss: 0.5041 39/2370 [..............................] - ETA: 38:55 - loss: 912.5302 - logits_profile_predictions_loss: 899.6681 - logcount_predictions_loss: 0.5044 40/2370 [..............................] - ETA: 38:54 - loss: 912.7118 - logits_profile_predictions_loss: 899.8397 - logcount_predictions_loss: 0.5048 41/2370 [..............................] - ETA: 38:53 - loss: 912.8832 - logits_profile_predictions_loss: 899.9959 - logcount_predictions_loss: 0.5054 42/2370 [..............................] - ETA: 38:52 - loss: 913.0541 - logits_profile_predictions_loss: 900.1535 - logcount_predictions_loss: 0.5059 43/2370 [..............................] - ETA: 38:51 - loss: 913.2108 - logits_profile_predictions_loss: 900.2965 - logcount_predictions_loss: 0.5064 44/2370 [..............................] - ETA: 38:50 - loss: 913.3641 - logits_profile_predictions_loss: 900.4379 - logcount_predictions_loss: 0.5069 45/2370 [..............................] - ETA: 38:49 - loss: 913.4645 - logits_profile_predictions_loss: 900.5249 - logcount_predictions_loss: 0.5074 46/2370 [..............................] - ETA: 38:48 - loss: 913.5543 - logits_profile_predictions_loss: 900.6028 - logcount_predictions_loss: 0.5079 47/2370 [..............................] - ETA: 38:47 - loss: 913.6203 - logits_profile_predictions_loss: 900.6575 - logcount_predictions_loss: 0.5083 48/2370 [..............................] - ETA: 38:46 - loss: 913.7174 - logits_profile_predictions_loss: 900.7435 - logcount_predictions_loss: 0.5088 49/2370 [..............................] - ETA: 38:45 - loss: 913.8561 - logits_profile_predictions_loss: 900.8713 - logcount_predictions_loss: 0.5092 50/2370 [..............................] - ETA: 38:44 - loss: 913.9976 - logits_profile_predictions_loss: 901.0010 - logcount_predictions_loss: 0.5097 51/2370 [..............................] - ETA: 38:43 - loss: 914.1474 - logits_profile_predictions_loss: 901.1407 - logcount_predictions_loss: 0.5101 52/2370 [..............................] - ETA: 38:42 - loss: 914.2733 - logits_profile_predictions_loss: 901.2580 - logcount_predictions_loss: 0.5104 53/2370 [..............................] - ETA: 38:41 - loss: 914.3867 - logits_profile_predictions_loss: 901.3642 - logcount_predictions_loss: 0.5107 54/2370 [..............................] - ETA: 38:40 - loss: 914.5775 - logits_profile_predictions_loss: 901.5477 - logcount_predictions_loss: 0.5110 55/2370 [..............................] - ETA: 38:39 - loss: 914.7884 - logits_profile_predictions_loss: 901.7504 - logcount_predictions_loss: 0.5113 56/2370 [..............................] - ETA: 38:38 - loss: 914.9834 - logits_profile_predictions_loss: 901.9384 - logcount_predictions_loss: 0.5116 57/2370 [..............................] - ETA: 38:37 - loss: 915.1229 - logits_profile_predictions_loss: 902.0701 - logcount_predictions_loss: 0.5119 58/2370 [..............................] - ETA: 38:36 - loss: 915.2186 - logits_profile_predictions_loss: 902.1563 - logcount_predictions_loss: 0.5122 59/2370 [..............................] - ETA: 38:35 - loss: 915.2459 - logits_profile_predictions_loss: 902.1748 - logcount_predictions_loss: 0.5126 60/2370 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[====>.........................] - ETA: 32:55 - loss: 896.2180 - logits_profile_predictions_loss: 883.1238 - logcount_predictions_loss: 0.5135 399/2370 [====>.........................] - ETA: 32:54 - loss: 896.1919 - logits_profile_predictions_loss: 883.0979 - logcount_predictions_loss: 0.5135 400/2370 [====>.........................] - ETA: 32:53 - loss: 896.1659 - logits_profile_predictions_loss: 883.0720 - logcount_predictions_loss: 0.5135 401/2370 [====>.........................] - ETA: 32:52 - loss: 896.1391 - logits_profile_predictions_loss: 883.0455 - logcount_predictions_loss: 0.5135 402/2370 [====>.........................] - ETA: 32:51 - loss: 896.1129 - logits_profile_predictions_loss: 883.0195 - logcount_predictions_loss: 0.5135 403/2370 [====>.........................] - ETA: 32:50 - loss: 896.0861 - logits_profile_predictions_loss: 882.9929 - logcount_predictions_loss: 0.5135 404/2370 [====>.........................] - ETA: 32:49 - loss: 896.0594 - 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[====>.........................] - ETA: 32:29 - loss: 895.5478 - logits_profile_predictions_loss: 882.4573 - logcount_predictions_loss: 0.5134 425/2370 [====>.........................] - ETA: 32:28 - loss: 895.5237 - logits_profile_predictions_loss: 882.4332 - logcount_predictions_loss: 0.5134 426/2370 [====>.........................] - ETA: 32:27 - loss: 895.4996 - logits_profile_predictions_loss: 882.4091 - logcount_predictions_loss: 0.5134 427/2370 [====>.........................] - ETA: 32:26 - loss: 895.4760 - logits_profile_predictions_loss: 882.3856 - logcount_predictions_loss: 0.5134 428/2370 [====>.........................] - ETA: 32:25 - loss: 895.4522 - logits_profile_predictions_loss: 882.3619 - logcount_predictions_loss: 0.5133 429/2370 [====>.........................] - ETA: 32:24 - loss: 895.4283 - logits_profile_predictions_loss: 882.3381 - logcount_predictions_loss: 0.5133 430/2370 [====>.........................] - ETA: 32:23 - loss: 895.4046 - 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[====>.........................] - ETA: 32:16 - loss: 895.2298 - logits_profile_predictions_loss: 882.1403 - logcount_predictions_loss: 0.5133 438/2370 [====>.........................] - ETA: 32:15 - loss: 895.2040 - logits_profile_predictions_loss: 882.1146 - logcount_predictions_loss: 0.5133 439/2370 [====>.........................] - ETA: 32:14 - loss: 895.1786 - logits_profile_predictions_loss: 882.0893 - logcount_predictions_loss: 0.5133 440/2370 [====>.........................] - ETA: 32:13 - loss: 895.1530 - logits_profile_predictions_loss: 882.0639 - logcount_predictions_loss: 0.5133 441/2370 [====>.........................] - ETA: 32:12 - loss: 895.1275 - logits_profile_predictions_loss: 882.0385 - logcount_predictions_loss: 0.5133 442/2370 [====>.........................] - ETA: 32:11 - loss: 895.1024 - logits_profile_predictions_loss: 882.0135 - logcount_predictions_loss: 0.5133 443/2370 [====>.........................] - ETA: 32:10 - loss: 895.0769 - logits_profile_predictions_loss: 881.9881 - logcount_predictions_loss: 0.5133 444/2370 [====>.........................] - ETA: 32:09 - loss: 895.0521 - logits_profile_predictions_loss: 881.9634 - logcount_predictions_loss: 0.5133 445/2370 [====>.........................] - ETA: 32:08 - loss: 895.0274 - logits_profile_predictions_loss: 881.9387 - logcount_predictions_loss: 0.5133 446/2370 [====>.........................] - ETA: 32:07 - loss: 895.0028 - logits_profile_predictions_loss: 881.9142 - logcount_predictions_loss: 0.5133 447/2370 [====>.........................] - ETA: 32:06 - loss: 894.9789 - logits_profile_predictions_loss: 881.8904 - logcount_predictions_loss: 0.5133 448/2370 [====>.........................] - ETA: 32:05 - loss: 894.9549 - logits_profile_predictions_loss: 881.8664 - logcount_predictions_loss: 0.5133 449/2370 [====>.........................] - ETA: 32:04 - loss: 894.9309 - logits_profile_predictions_loss: 881.8425 - logcount_predictions_loss: 0.5133 450/2370 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[============================>.] - ETA: 35s - loss: 884.0005 - logits_profile_predictions_loss: 871.0796 - logcount_predictions_loss: 0.5067 2336/2370 [============================>.] - ETA: 34s - loss: 883.9983 - logits_profile_predictions_loss: 871.0775 - logcount_predictions_loss: 0.5067 2337/2370 [============================>.] - ETA: 33s - loss: 883.9962 - logits_profile_predictions_loss: 871.0754 - logcount_predictions_loss: 0.5067 2338/2370 [============================>.] - ETA: 32s - loss: 883.9940 - logits_profile_predictions_loss: 871.0732 - logcount_predictions_loss: 0.5067 2339/2370 [============================>.] - ETA: 31s - loss: 883.9918 - logits_profile_predictions_loss: 871.0711 - logcount_predictions_loss: 0.5067 2340/2370 [============================>.] - ETA: 30s - loss: 883.9896 - logits_profile_predictions_loss: 871.0689 - logcount_predictions_loss: 0.5067 2341/2370 [============================>.] - ETA: 29s - loss: 883.9874 - 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[============================>.] - ETA: 22s - loss: 883.9720 - logits_profile_predictions_loss: 871.0515 - logcount_predictions_loss: 0.5067 2349/2370 [============================>.] - ETA: 21s - loss: 883.9698 - logits_profile_predictions_loss: 871.0493 - logcount_predictions_loss: 0.5067 2350/2370 [============================>.] - ETA: 20s - loss: 883.9676 - logits_profile_predictions_loss: 871.0471 - logcount_predictions_loss: 0.5067 2351/2370 [============================>.] - ETA: 19s - loss: 883.9654 - logits_profile_predictions_loss: 871.0450 - logcount_predictions_loss: 0.5067 2352/2370 [============================>.] - ETA: 18s - loss: 883.9632 - logits_profile_predictions_loss: 871.0428 - logcount_predictions_loss: 0.5067 2353/2370 [============================>.] - ETA: 17s - loss: 883.9611 - logits_profile_predictions_loss: 871.0407 - logcount_predictions_loss: 0.5067 2354/2370 [============================>.] - ETA: 16s - loss: 883.9589 - logits_profile_predictions_loss: 871.0386 - logcount_predictions_loss: 0.5067 2355/2370 [============================>.] - ETA: 15s - loss: 883.9567 - logits_profile_predictions_loss: 871.0364 - logcount_predictions_loss: 0.5067 2356/2370 [============================>.] - ETA: 14s - loss: 883.9546 - logits_profile_predictions_loss: 871.0343 - logcount_predictions_loss: 0.5067 2357/2370 [============================>.] - ETA: 13s - loss: 883.9524 - logits_profile_predictions_loss: 871.0322 - logcount_predictions_loss: 0.5067 2358/2370 [============================>.] - ETA: 12s - loss: 883.9503 - logits_profile_predictions_loss: 871.0301 - logcount_predictions_loss: 0.5067 2359/2370 [============================>.] - ETA: 11s - loss: 883.9482 - logits_profile_predictions_loss: 871.0280 - logcount_predictions_loss: 0.5067 2360/2370 [============================>.] - ETA: 10s - loss: 883.9460 - logits_profile_predictions_loss: 871.0259 - logcount_predictions_loss: 0.5067 2361/2370 [============================>.] - ETA: 9s - loss: 883.9439 - logits_profile_predictions_loss: 871.0238 - logcount_predictions_loss: 0.5067  2362/2370 [============================>.] - ETA: 8s - loss: 883.9417 - logits_profile_predictions_loss: 871.0216 - logcount_predictions_loss: 0.5067 2363/2370 [============================>.] - ETA: 7s - loss: 883.9396 - logits_profile_predictions_loss: 871.0195 - logcount_predictions_loss: 0.5067 2364/2370 [============================>.] - ETA: 6s - loss: 883.9375 - logits_profile_predictions_loss: 871.0174 - logcount_predictions_loss: 0.5067 2365/2370 [============================>.] - ETA: 5s - loss: 883.9353 - logits_profile_predictions_loss: 871.0153 - logcount_predictions_loss: 0.5067 2366/2370 [============================>.] - ETA: 4s - loss: 883.9332 - logits_profile_predictions_loss: 871.0132 - logcount_predictions_loss: 0.5067 2367/2370 [============================>.] - ETA: 3s - loss: 883.9311 - logits_profile_predictions_loss: 871.0111 - logcount_predictions_loss: 0.5067 2368/2370 [============================>.] - ETA: 2s - loss: 883.9290 - logits_profile_predictions_loss: 871.0090 - logcount_predictions_loss: 0.5067 2369/2370 [============================>.] - ETA: 1s - loss: 883.9268 - logits_profile_predictions_loss: 871.0070 - logcount_predictions_loss: 0.5067 2370/2370 [==============================] - ETA: 0s - loss: 883.9248 - logits_profile_predictions_loss: 871.0049 - logcount_predictions_loss: 0.5067 2370/2370 [==============================] - 2499s 1s/step - loss: 883.9227 - logits_profile_predictions_loss: 871.0028 - logcount_predictions_loss: 0.5067 - val_loss: 1157.0179 - val_logits_profile_predictions_loss: 1142.5834 - val_logcount_predictions_loss: 0.5660 Epoch 00011: val_loss did not improve from 1150.34998 Epoch 12/50 1/2370 [..............................] - ETA: 40:49 - loss: 900.6702 - logits_profile_predictions_loss: 888.8815 - logcount_predictions_loss: 0.4623 2/2370 [..............................] - ETA: 39:30 - loss: 878.2118 - logits_profile_predictions_loss: 866.3777 - logcount_predictions_loss: 0.4641 3/2370 [..............................] - ETA: 39:32 - loss: 871.9534 - logits_profile_predictions_loss: 859.9285 - logcount_predictions_loss: 0.4716 4/2370 [..............................] - ETA: 39:30 - loss: 866.2739 - logits_profile_predictions_loss: 853.5231 - logcount_predictions_loss: 0.5000 5/2370 [..............................] - ETA: 39:29 - loss: 857.6956 - logits_profile_predictions_loss: 844.5366 - logcount_predictions_loss: 0.5160 6/2370 [..............................] - ETA: 39:28 - loss: 853.0179 - logits_profile_predictions_loss: 839.7060 - logcount_predictions_loss: 0.5220 7/2370 [..............................] - ETA: 39:27 - loss: 848.9146 - logits_profile_predictions_loss: 835.5140 - logcount_predictions_loss: 0.5255 8/2370 [..............................] - ETA: 39:26 - loss: 846.4024 - logits_profile_predictions_loss: 832.9510 - logcount_predictions_loss: 0.5275 9/2370 [..............................] - ETA: 39:25 - loss: 844.0176 - logits_profile_predictions_loss: 830.5356 - logcount_predictions_loss: 0.5287 10/2370 [..............................] - ETA: 39:24 - loss: 842.2903 - logits_profile_predictions_loss: 828.8158 - logcount_predictions_loss: 0.5284 11/2370 [..............................] - ETA: 39:23 - loss: 840.7104 - logits_profile_predictions_loss: 827.2675 - logcount_predictions_loss: 0.5272 12/2370 [..............................] - ETA: 39:23 - loss: 840.4405 - logits_profile_predictions_loss: 827.0382 - logcount_predictions_loss: 0.5256 13/2370 [..............................] - ETA: 39:22 - loss: 841.0796 - logits_profile_predictions_loss: 827.7078 - logcount_predictions_loss: 0.5244 14/2370 [..............................] - ETA: 39:21 - loss: 841.6534 - logits_profile_predictions_loss: 828.3150 - logcount_predictions_loss: 0.5231 15/2370 [..............................] - ETA: 39:20 - loss: 842.2836 - logits_profile_predictions_loss: 828.9633 - logcount_predictions_loss: 0.5224 16/2370 [..............................] - ETA: 39:19 - loss: 842.5147 - logits_profile_predictions_loss: 829.2261 - logcount_predictions_loss: 0.5211 17/2370 [..............................] - ETA: 39:18 - loss: 843.3500 - logits_profile_predictions_loss: 830.0826 - logcount_predictions_loss: 0.5203 18/2370 [..............................] - ETA: 39:17 - loss: 844.1860 - logits_profile_predictions_loss: 830.9565 - logcount_predictions_loss: 0.5188 19/2370 [..............................] - ETA: 39:16 - loss: 844.9966 - logits_profile_predictions_loss: 831.7924 - logcount_predictions_loss: 0.5178 20/2370 [..............................] - ETA: 39:15 - loss: 845.5507 - logits_profile_predictions_loss: 832.3649 - logcount_predictions_loss: 0.5171 21/2370 [..............................] - ETA: 39:14 - loss: 845.8065 - logits_profile_predictions_loss: 832.6409 - logcount_predictions_loss: 0.5163 22/2370 [..............................] - ETA: 39:13 - loss: 845.8577 - logits_profile_predictions_loss: 832.7148 - logcount_predictions_loss: 0.5154 23/2370 [..............................] - ETA: 39:12 - loss: 845.7428 - logits_profile_predictions_loss: 832.6235 - logcount_predictions_loss: 0.5145 24/2370 [..............................] - ETA: 39:11 - loss: 845.4879 - logits_profile_predictions_loss: 832.3981 - logcount_predictions_loss: 0.5133 25/2370 [..............................] - ETA: 39:10 - loss: 845.2640 - logits_profile_predictions_loss: 832.2006 - logcount_predictions_loss: 0.5123 26/2370 [..............................] - ETA: 39:09 - loss: 844.9516 - logits_profile_predictions_loss: 831.9209 - logcount_predictions_loss: 0.5110 27/2370 [..............................] - ETA: 39:08 - loss: 844.5329 - logits_profile_predictions_loss: 831.5317 - logcount_predictions_loss: 0.5098 28/2370 [..............................] - ETA: 39:07 - loss: 844.1619 - logits_profile_predictions_loss: 831.1858 - logcount_predictions_loss: 0.5089 29/2370 [..............................] - ETA: 39:06 - loss: 844.0127 - logits_profile_predictions_loss: 831.0634 - logcount_predictions_loss: 0.5078 30/2370 [..............................] - ETA: 39:05 - loss: 843.8588 - logits_profile_predictions_loss: 830.9370 - logcount_predictions_loss: 0.5067 31/2370 [..............................] - ETA: 39:04 - loss: 843.8166 - logits_profile_predictions_loss: 830.9168 - logcount_predictions_loss: 0.5059 32/2370 [..............................] - ETA: 39:03 - loss: 843.7715 - logits_profile_predictions_loss: 830.8966 - logcount_predictions_loss: 0.5049 33/2370 [..............................] - ETA: 39:02 - loss: 843.7592 - logits_profile_predictions_loss: 830.9113 - logcount_predictions_loss: 0.5038 34/2370 [..............................] - ETA: 39:01 - loss: 843.6742 - logits_profile_predictions_loss: 830.8499 - logcount_predictions_loss: 0.5029 35/2370 [..............................] - ETA: 39:00 - loss: 843.6794 - logits_profile_predictions_loss: 830.8754 - logcount_predictions_loss: 0.5021 36/2370 [..............................] - ETA: 38:59 - loss: 843.7409 - logits_profile_predictions_loss: 830.9557 - logcount_predictions_loss: 0.5014 37/2370 [..............................] - ETA: 38:58 - loss: 843.7614 - logits_profile_predictions_loss: 830.9948 - logcount_predictions_loss: 0.5006 38/2370 [..............................] - ETA: 38:57 - loss: 843.7401 - logits_profile_predictions_loss: 830.9896 - logcount_predictions_loss: 0.5000 39/2370 [..............................] - ETA: 38:56 - loss: 843.6287 - logits_profile_predictions_loss: 830.8949 - logcount_predictions_loss: 0.4994 40/2370 [..............................] - ETA: 38:55 - loss: 843.5241 - logits_profile_predictions_loss: 830.8071 - logcount_predictions_loss: 0.4987 41/2370 [..............................] - ETA: 38:54 - loss: 843.3500 - logits_profile_predictions_loss: 830.6503 - logcount_predictions_loss: 0.4980 42/2370 [..............................] - ETA: 38:53 - loss: 843.2289 - logits_profile_predictions_loss: 830.5471 - logcount_predictions_loss: 0.4973 43/2370 [..............................] - ETA: 38:51 - loss: 843.1974 - logits_profile_predictions_loss: 830.5339 - logcount_predictions_loss: 0.4966 44/2370 [..............................] - ETA: 38:50 - loss: 843.1155 - logits_profile_predictions_loss: 830.4699 - logcount_predictions_loss: 0.4959 45/2370 [..............................] - ETA: 38:49 - loss: 843.0878 - logits_profile_predictions_loss: 830.4599 - logcount_predictions_loss: 0.4952 46/2370 [..............................] - ETA: 38:48 - loss: 843.1487 - logits_profile_predictions_loss: 830.5365 - logcount_predictions_loss: 0.4946 47/2370 [..............................] - ETA: 38:47 - loss: 843.2006 - logits_profile_predictions_loss: 830.6029 - logcount_predictions_loss: 0.4940 48/2370 [..............................] - ETA: 38:46 - loss: 843.3009 - logits_profile_predictions_loss: 830.7181 - logcount_predictions_loss: 0.4934 49/2370 [..............................] - ETA: 38:45 - loss: 843.4297 - logits_profile_predictions_loss: 830.8608 - logcount_predictions_loss: 0.4929 50/2370 [..............................] - ETA: 38:44 - loss: 843.5996 - logits_profile_predictions_loss: 831.0446 - logcount_predictions_loss: 0.4923 51/2370 [..............................] - ETA: 38:43 - loss: 843.8250 - logits_profile_predictions_loss: 831.2846 - logcount_predictions_loss: 0.4918 52/2370 [..............................] - ETA: 38:42 - loss: 844.0801 - logits_profile_predictions_loss: 831.5547 - logcount_predictions_loss: 0.4912 53/2370 [..............................] - ETA: 38:41 - loss: 844.3454 - logits_profile_predictions_loss: 831.8348 - logcount_predictions_loss: 0.4906 54/2370 [..............................] - ETA: 38:40 - loss: 844.5453 - logits_profile_predictions_loss: 832.0496 - logcount_predictions_loss: 0.4900 55/2370 [..............................] - ETA: 38:39 - loss: 844.6968 - logits_profile_predictions_loss: 832.2162 - logcount_predictions_loss: 0.4894 56/2370 [..............................] - ETA: 38:38 - loss: 844.8592 - logits_profile_predictions_loss: 832.3939 - logcount_predictions_loss: 0.4888 57/2370 [..............................] - ETA: 38:37 - loss: 845.0067 - logits_profile_predictions_loss: 832.5531 - logcount_predictions_loss: 0.4884 58/2370 [..............................] - ETA: 38:36 - loss: 845.1305 - logits_profile_predictions_loss: 832.6887 - logcount_predictions_loss: 0.4879 59/2370 [..............................] - ETA: 38:35 - loss: 845.2766 - logits_profile_predictions_loss: 832.8473 - logcount_predictions_loss: 0.4874 60/2370 [..............................] - ETA: 38:34 - loss: 845.3785 - logits_profile_predictions_loss: 832.9620 - logcount_predictions_loss: 0.4869 61/2370 [..............................] - ETA: 38:33 - loss: 845.4888 - logits_profile_predictions_loss: 833.0856 - logcount_predictions_loss: 0.4864 62/2370 [..............................] - ETA: 38:32 - loss: 845.6188 - logits_profile_predictions_loss: 833.2287 - logcount_predictions_loss: 0.4859 63/2370 [..............................] - ETA: 38:31 - loss: 845.7357 - logits_profile_predictions_loss: 833.3583 - logcount_predictions_loss: 0.4854 64/2370 [..............................] - ETA: 38:30 - loss: 845.8902 - logits_profile_predictions_loss: 833.5240 - logcount_predictions_loss: 0.4849 65/2370 [..............................] - ETA: 38:29 - loss: 846.0536 - logits_profile_predictions_loss: 833.6982 - logcount_predictions_loss: 0.4845 66/2370 [..............................] - ETA: 38:28 - loss: 846.2224 - logits_profile_predictions_loss: 833.8773 - logcount_predictions_loss: 0.4841 67/2370 [..............................] - ETA: 38:27 - loss: 846.4187 - logits_profile_predictions_loss: 834.0842 - logcount_predictions_loss: 0.4837 68/2370 [..............................] - ETA: 38:26 - loss: 846.5930 - logits_profile_predictions_loss: 834.2691 - logcount_predictions_loss: 0.4833 69/2370 [..............................] - ETA: 38:25 - loss: 846.7499 - logits_profile_predictions_loss: 834.4367 - logcount_predictions_loss: 0.4829 70/2370 [..............................] - ETA: 38:24 - loss: 846.9369 - logits_profile_predictions_loss: 834.6344 - logcount_predictions_loss: 0.4825 71/2370 [..............................] - ETA: 38:23 - loss: 847.1253 - logits_profile_predictions_loss: 834.8330 - logcount_predictions_loss: 0.4821 72/2370 [..............................] - ETA: 38:22 - loss: 847.2918 - logits_profile_predictions_loss: 835.0087 - logcount_predictions_loss: 0.4817 73/2370 [..............................] - ETA: 38:21 - loss: 847.4581 - logits_profile_predictions_loss: 835.1843 - logcount_predictions_loss: 0.4813 74/2370 [..............................] - ETA: 38:20 - loss: 847.6339 - logits_profile_predictions_loss: 835.3692 - logcount_predictions_loss: 0.4810 75/2370 [..............................] - ETA: 38:19 - loss: 847.8079 - logits_profile_predictions_loss: 835.5516 - logcount_predictions_loss: 0.4806 76/2370 [..............................] - ETA: 38:18 - loss: 847.9499 - logits_profile_predictions_loss: 835.7018 - logcount_predictions_loss: 0.4803 77/2370 [..............................] - ETA: 38:17 - loss: 848.0975 - logits_profile_predictions_loss: 835.8572 - logcount_predictions_loss: 0.4800 78/2370 [..............................] - ETA: 38:16 - loss: 848.2729 - logits_profile_predictions_loss: 836.0407 - logcount_predictions_loss: 0.4797 79/2370 [>.............................] - ETA: 38:15 - loss: 848.4383 - logits_profile_predictions_loss: 836.2147 - logcount_predictions_loss: 0.4794 80/2370 [>.............................] - ETA: 38:14 - loss: 848.6096 - logits_profile_predictions_loss: 836.3946 - logcount_predictions_loss: 0.4790 81/2370 [>.............................] - ETA: 38:13 - loss: 848.7997 - logits_profile_predictions_loss: 836.5928 - logcount_predictions_loss: 0.4787 82/2370 [>.............................] - ETA: 38:12 - loss: 848.9639 - logits_profile_predictions_loss: 836.7636 - logcount_predictions_loss: 0.4784 83/2370 [>.............................] - ETA: 38:11 - loss: 849.1424 - logits_profile_predictions_loss: 836.9484 - logcount_predictions_loss: 0.4782 84/2370 [>.............................] - ETA: 38:10 - loss: 849.2979 - logits_profile_predictions_loss: 837.1101 - logcount_predictions_loss: 0.4780 85/2370 [>.............................] - ETA: 38:09 - loss: 849.4863 - logits_profile_predictions_loss: 837.3046 - logcount_predictions_loss: 0.4777 86/2370 [>.............................] - ETA: 38:08 - loss: 849.6739 - logits_profile_predictions_loss: 837.4975 - logcount_predictions_loss: 0.4775 87/2370 [>.............................] - ETA: 38:07 - loss: 849.8589 - logits_profile_predictions_loss: 837.6884 - logcount_predictions_loss: 0.4773 88/2370 [>.............................] - ETA: 38:06 - loss: 850.0163 - logits_profile_predictions_loss: 837.8503 - logcount_predictions_loss: 0.4771 89/2370 [>.............................] - ETA: 38:05 - loss: 850.1546 - logits_profile_predictions_loss: 837.9934 - logcount_predictions_loss: 0.4769 90/2370 [>.............................] - ETA: 38:04 - loss: 850.2895 - logits_profile_predictions_loss: 838.1331 - logcount_predictions_loss: 0.4767 91/2370 [>.............................] - ETA: 38:03 - loss: 850.4316 - logits_profile_predictions_loss: 838.2794 - logcount_predictions_loss: 0.4766 92/2370 [>.............................] - ETA: 38:02 - loss: 850.5721 - logits_profile_predictions_loss: 838.4237 - logcount_predictions_loss: 0.4764 93/2370 [>.............................] - ETA: 38:01 - loss: 850.7065 - 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[===>..........................] - ETA: 33:07 - loss: 870.3844 - logits_profile_predictions_loss: 858.2383 - logcount_predictions_loss: 0.4763 387/2370 [===>..........................] - ETA: 33:06 - loss: 870.4006 - logits_profile_predictions_loss: 858.2540 - logcount_predictions_loss: 0.4763 388/2370 [===>..........................] - ETA: 33:05 - loss: 870.4161 - logits_profile_predictions_loss: 858.2691 - logcount_predictions_loss: 0.4764 389/2370 [===>..........................] - ETA: 33:04 - loss: 870.4310 - logits_profile_predictions_loss: 858.2835 - logcount_predictions_loss: 0.4764 390/2370 [===>..........................] - ETA: 33:03 - loss: 870.4462 - logits_profile_predictions_loss: 858.2981 - logcount_predictions_loss: 0.4764 391/2370 [===>..........................] - ETA: 33:02 - loss: 870.4605 - logits_profile_predictions_loss: 858.3119 - logcount_predictions_loss: 0.4764 392/2370 [===>..........................] - ETA: 33:01 - loss: 870.4746 - logits_profile_predictions_loss: 858.3255 - logcount_predictions_loss: 0.4764 393/2370 [===>..........................] - ETA: 33:00 - loss: 870.4889 - logits_profile_predictions_loss: 858.3394 - logcount_predictions_loss: 0.4765 394/2370 [===>..........................] - ETA: 32:59 - loss: 870.5027 - logits_profile_predictions_loss: 858.3528 - logcount_predictions_loss: 0.4765 395/2370 [====>.........................] - ETA: 32:58 - loss: 870.5168 - logits_profile_predictions_loss: 858.3663 - logcount_predictions_loss: 0.4765 396/2370 [====>.........................] - ETA: 32:57 - loss: 870.5309 - logits_profile_predictions_loss: 858.3801 - logcount_predictions_loss: 0.4765 397/2370 [====>.........................] - ETA: 32:56 - loss: 870.5456 - logits_profile_predictions_loss: 858.3943 - logcount_predictions_loss: 0.4765 398/2370 [====>.........................] - ETA: 32:55 - loss: 870.5589 - logits_profile_predictions_loss: 858.4072 - logcount_predictions_loss: 0.4765 399/2370 [====>.........................] - ETA: 32:54 - loss: 870.5720 - logits_profile_predictions_loss: 858.4198 - logcount_predictions_loss: 0.4766 400/2370 [====>.........................] - ETA: 32:53 - loss: 870.5850 - logits_profile_predictions_loss: 858.4324 - logcount_predictions_loss: 0.4766 401/2370 [====>.........................] - ETA: 32:52 - loss: 870.5977 - logits_profile_predictions_loss: 858.4446 - logcount_predictions_loss: 0.4766 402/2370 [====>.........................] - ETA: 32:51 - loss: 870.6110 - logits_profile_predictions_loss: 858.4574 - logcount_predictions_loss: 0.4766 403/2370 [====>.........................] - ETA: 32:50 - loss: 870.6229 - logits_profile_predictions_loss: 858.4688 - logcount_predictions_loss: 0.4766 404/2370 [====>.........................] - ETA: 32:49 - loss: 870.6349 - logits_profile_predictions_loss: 858.4804 - logcount_predictions_loss: 0.4767 405/2370 [====>.........................] - ETA: 32:48 - loss: 870.6462 - 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[====>.........................] - ETA: 32:41 - loss: 870.7199 - logits_profile_predictions_loss: 858.5620 - logcount_predictions_loss: 0.4768 413/2370 [====>.........................] - ETA: 32:40 - loss: 870.7304 - logits_profile_predictions_loss: 858.5721 - logcount_predictions_loss: 0.4768 414/2370 [====>.........................] - ETA: 32:39 - loss: 870.7413 - logits_profile_predictions_loss: 858.5826 - logcount_predictions_loss: 0.4768 415/2370 [====>.........................] - ETA: 32:38 - loss: 870.7518 - logits_profile_predictions_loss: 858.5927 - logcount_predictions_loss: 0.4768 416/2370 [====>.........................] - ETA: 32:37 - loss: 870.7620 - logits_profile_predictions_loss: 858.6025 - logcount_predictions_loss: 0.4769 417/2370 [====>.........................] - ETA: 32:36 - loss: 870.7731 - logits_profile_predictions_loss: 858.6132 - logcount_predictions_loss: 0.4769 418/2370 [====>.........................] - ETA: 32:35 - loss: 870.7838 - 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[====>.........................] - ETA: 32:28 - loss: 870.8484 - logits_profile_predictions_loss: 858.6854 - logcount_predictions_loss: 0.4770 426/2370 [====>.........................] - ETA: 32:27 - loss: 870.8577 - logits_profile_predictions_loss: 858.6943 - logcount_predictions_loss: 0.4770 427/2370 [====>.........................] - ETA: 32:26 - loss: 870.8661 - logits_profile_predictions_loss: 858.7023 - logcount_predictions_loss: 0.4770 428/2370 [====>.........................] - ETA: 32:25 - loss: 870.8747 - logits_profile_predictions_loss: 858.7105 - logcount_predictions_loss: 0.4770 429/2370 [====>.........................] - ETA: 32:24 - loss: 870.8838 - logits_profile_predictions_loss: 858.7192 - logcount_predictions_loss: 0.4771 430/2370 [====>.........................] - ETA: 32:23 - loss: 870.8931 - logits_profile_predictions_loss: 858.7282 - logcount_predictions_loss: 0.4771 431/2370 [====>.........................] - ETA: 32:22 - loss: 870.9018 - 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[====>.........................] - ETA: 32:15 - loss: 870.9654 - logits_profile_predictions_loss: 858.7977 - logcount_predictions_loss: 0.4772 439/2370 [====>.........................] - ETA: 32:14 - loss: 870.9735 - logits_profile_predictions_loss: 858.8055 - logcount_predictions_loss: 0.4772 440/2370 [====>.........................] - ETA: 32:13 - loss: 870.9815 - logits_profile_predictions_loss: 858.8131 - logcount_predictions_loss: 0.4772 441/2370 [====>.........................] - ETA: 32:12 - loss: 870.9891 - logits_profile_predictions_loss: 858.8205 - logcount_predictions_loss: 0.4772 442/2370 [====>.........................] - ETA: 32:11 - loss: 870.9962 - logits_profile_predictions_loss: 858.8272 - logcount_predictions_loss: 0.4772 443/2370 [====>.........................] - ETA: 32:10 - loss: 871.0033 - logits_profile_predictions_loss: 858.8339 - logcount_predictions_loss: 0.4772 444/2370 [====>.........................] - ETA: 32:09 - loss: 871.0092 - 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[====>.........................] - ETA: 32:02 - loss: 871.0528 - logits_profile_predictions_loss: 858.8807 - logcount_predictions_loss: 0.4773 452/2370 [====>.........................] - ETA: 32:01 - loss: 871.0594 - logits_profile_predictions_loss: 858.8870 - logcount_predictions_loss: 0.4774 453/2370 [====>.........................] - ETA: 32:00 - loss: 871.0667 - logits_profile_predictions_loss: 858.8940 - logcount_predictions_loss: 0.4774 454/2370 [====>.........................] - ETA: 31:59 - loss: 871.0737 - logits_profile_predictions_loss: 858.9006 - logcount_predictions_loss: 0.4774 455/2370 [====>.........................] - ETA: 31:58 - loss: 871.0815 - logits_profile_predictions_loss: 858.9080 - logcount_predictions_loss: 0.4774 456/2370 [====>.........................] - ETA: 31:57 - loss: 871.0903 - logits_profile_predictions_loss: 858.9165 - logcount_predictions_loss: 0.4774 457/2370 [====>.........................] - ETA: 31:56 - loss: 871.0998 - logits_profile_predictions_loss: 858.9255 - logcount_predictions_loss: 0.4774 458/2370 [====>.........................] - ETA: 31:55 - loss: 871.1090 - logits_profile_predictions_loss: 858.9343 - logcount_predictions_loss: 0.4774 459/2370 [====>.........................] - ETA: 31:54 - loss: 871.1183 - logits_profile_predictions_loss: 858.9432 - logcount_predictions_loss: 0.4775 460/2370 [====>.........................] - ETA: 31:53 - loss: 871.1275 - logits_profile_predictions_loss: 858.9521 - logcount_predictions_loss: 0.4775 461/2370 [====>.........................] - ETA: 31:52 - loss: 871.1378 - logits_profile_predictions_loss: 858.9620 - logcount_predictions_loss: 0.4775 462/2370 [====>.........................] - ETA: 31:51 - loss: 871.1477 - logits_profile_predictions_loss: 858.9714 - logcount_predictions_loss: 0.4775 463/2370 [====>.........................] - ETA: 31:50 - loss: 871.1581 - logits_profile_predictions_loss: 858.9815 - logcount_predictions_loss: 0.4775 464/2370 [====>.........................] - ETA: 31:49 - loss: 871.1679 - logits_profile_predictions_loss: 858.9908 - logcount_predictions_loss: 0.4775 465/2370 [====>.........................] - ETA: 31:48 - loss: 871.1779 - logits_profile_predictions_loss: 859.0004 - logcount_predictions_loss: 0.4776 466/2370 [====>.........................] - ETA: 31:47 - loss: 871.1875 - logits_profile_predictions_loss: 859.0096 - logcount_predictions_loss: 0.4776 467/2370 [====>.........................] - ETA: 31:46 - loss: 871.1972 - logits_profile_predictions_loss: 859.0189 - logcount_predictions_loss: 0.4776 468/2370 [====>.........................] - ETA: 31:45 - loss: 871.2060 - logits_profile_predictions_loss: 859.0274 - logcount_predictions_loss: 0.4776 469/2370 [====>.........................] - ETA: 31:44 - loss: 871.2140 - logits_profile_predictions_loss: 859.0350 - logcount_predictions_loss: 0.4776 470/2370 [====>.........................] - ETA: 31:43 - loss: 871.2217 - 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[=====>........................] - ETA: 31:36 - loss: 871.2791 - logits_profile_predictions_loss: 859.0970 - logcount_predictions_loss: 0.4777 478/2370 [=====>........................] - ETA: 31:35 - loss: 871.2870 - logits_profile_predictions_loss: 859.1045 - logcount_predictions_loss: 0.4778 479/2370 [=====>........................] - ETA: 31:34 - loss: 871.2950 - logits_profile_predictions_loss: 859.1121 - logcount_predictions_loss: 0.4778 480/2370 [=====>........................] - ETA: 31:33 - loss: 871.3037 - logits_profile_predictions_loss: 859.1204 - logcount_predictions_loss: 0.4778 481/2370 [=====>........................] - ETA: 31:32 - loss: 871.3125 - logits_profile_predictions_loss: 859.1287 - logcount_predictions_loss: 0.4778 482/2370 [=====>........................] - ETA: 31:31 - loss: 871.3202 - logits_profile_predictions_loss: 859.1359 - logcount_predictions_loss: 0.4778 483/2370 [=====>........................] - ETA: 31:30 - loss: 871.3278 - logits_profile_predictions_loss: 859.1430 - logcount_predictions_loss: 0.4778 484/2370 [=====>........................] - ETA: 31:29 - loss: 871.3362 - logits_profile_predictions_loss: 859.1509 - logcount_predictions_loss: 0.4779 485/2370 [=====>........................] - ETA: 31:28 - loss: 871.3443 - logits_profile_predictions_loss: 859.1586 - logcount_predictions_loss: 0.4779 486/2370 [=====>........................] - ETA: 31:27 - loss: 871.3520 - logits_profile_predictions_loss: 859.1658 - logcount_predictions_loss: 0.4779 487/2370 [=====>........................] - ETA: 31:26 - loss: 871.3593 - logits_profile_predictions_loss: 859.1726 - logcount_predictions_loss: 0.4779 488/2370 [=====>........................] - ETA: 31:25 - loss: 871.3663 - logits_profile_predictions_loss: 859.1792 - logcount_predictions_loss: 0.4779 489/2370 [=====>........................] - ETA: 31:24 - loss: 871.3739 - logits_profile_predictions_loss: 859.1863 - logcount_predictions_loss: 0.4780 490/2370 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[============================>.] - ETA: 8s - loss: 873.3667 - logits_profile_predictions_loss: 860.9250 - logcount_predictions_loss: 0.4879 2363/2370 [============================>.] - ETA: 7s - loss: 873.3662 - logits_profile_predictions_loss: 860.9244 - logcount_predictions_loss: 0.4879 2364/2370 [============================>.] - ETA: 6s - loss: 873.3656 - logits_profile_predictions_loss: 860.9237 - logcount_predictions_loss: 0.4879 2365/2370 [============================>.] - ETA: 5s - loss: 873.3651 - logits_profile_predictions_loss: 860.9231 - logcount_predictions_loss: 0.4879 2366/2370 [============================>.] - ETA: 4s - loss: 873.3645 - logits_profile_predictions_loss: 860.9225 - logcount_predictions_loss: 0.4879 2367/2370 [============================>.] - ETA: 3s - loss: 873.3640 - logits_profile_predictions_loss: 860.9218 - logcount_predictions_loss: 0.4879 2368/2370 [============================>.] - ETA: 2s - loss: 873.3634 - logits_profile_predictions_loss: 860.9212 - logcount_predictions_loss: 0.4879 2369/2370 [============================>.] - ETA: 1s - loss: 873.3628 - logits_profile_predictions_loss: 860.9205 - logcount_predictions_loss: 0.4879 2370/2370 [==============================] - ETA: 0s - loss: 873.3622 - logits_profile_predictions_loss: 860.9198 - logcount_predictions_loss: 0.4879 2370/2370 [==============================] - 2499s 1s/step - loss: 873.3616 - logits_profile_predictions_loss: 860.9191 - logcount_predictions_loss: 0.4879 - val_loss: 1160.0994 - val_logits_profile_predictions_loss: 1146.2273 - val_logcount_predictions_loss: 0.5440 Epoch 00012: val_loss did not improve from 1150.34998 Restoring model weights from the end of the best epoch. Epoch 00012: early stopping save model save model without bias 2022-10-14_19-45-57: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR355WAJ//preprocessing/bigWigs/ENCSR355WAJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(41368, 10) loading nonpeaks... got split:test for bed regions:(39500, 10) 0/316 100/316 200/316 300/316 2022-10-14_19-58-07: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR355WAJ//preprocessing/bigWigs/ENCSR355WAJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(41368, 10) loading nonpeaks... got split:test for bed regions:(39500, 10) 0/316 100/316 200/316 300/316 2022-10-14_20-09-14: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR355WAJ//preprocessing/bigWigs/ENCSR355WAJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(41368, 10) loading nonpeaks... got split:test for bed regions:(39500, 10) 0/316 100/316 200/316 300/316 2022-10-14_20-13-37: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//footprints 2022-10-14_20-13-37: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/37 [..............................] - ETA: 5:50 3/37 [=>............................] - ETA: 50s  4/37 [==>...........................] - ETA: 1:04 5/37 [===>..........................] - ETA: 1:10 6/37 [===>..........................] - ETA: 1:12 7/37 [====>.........................] - ETA: 1:13 8/37 [=====>........................] - ETA: 1:13 9/37 [======>.......................] - ETA: 1:11 10/37 [=======>......................] - ETA: 1:10 11/37 [=======>......................] - ETA: 1:08 12/37 [========>.....................] - ETA: 1:06 13/37 [=========>....................] - ETA: 1:04 14/37 [==========>...................] - ETA: 1:02 15/37 [===========>..................] - ETA: 59s  16/37 [===========>..................] - ETA: 57s 17/37 [============>.................] - ETA: 55s 18/37 [=============>................] - ETA: 52s 19/37 [==============>...............] - ETA: 49s 20/37 [===============>..............] - ETA: 47s 21/37 [================>.............] - ETA: 44s 22/37 [================>.............] - ETA: 41s 23/37 [=================>............] - ETA: 39s 24/37 [==================>...........] - ETA: 36s 25/37 [===================>..........] - ETA: 33s 26/37 [====================>.........] - ETA: 30s 27/37 [====================>.........] - ETA: 28s 28/37 [=====================>........] - ETA: 25s 29/37 [======================>.......] - ETA: 22s 30/37 [=======================>......] - ETA: 19s 31/37 [========================>.....] - ETA: 17s 32/37 [========================>.....] - ETA: 14s 33/37 [=========================>....] - ETA: 11s 34/37 [==========================>...] - ETA: 8s  35/37 [===========================>..] - ETA: 5s 36/37 [============================>.] - ETA: 2s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 120s 3s/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 1:42 3/37 [=>............................] - ETA: 1:39 4/37 [==>...........................] - ETA: 1:36 5/37 [===>..........................] - ETA: 1:33 6/37 [===>..........................] - ETA: 1:30 7/37 [====>.........................] - ETA: 1:27 8/37 [=====>........................] - ETA: 1:25 9/37 [======>.......................] - ETA: 1:22 10/37 [=======>......................] - ETA: 1:19 11/37 [=======>......................] - ETA: 1:16 12/37 [========>.....................] - ETA: 1:13 13/37 [=========>....................] - ETA: 1:10 14/37 [==========>...................] - ETA: 1:07 15/37 [===========>..................] - ETA: 1:04 16/37 [===========>..................] - ETA: 1:01 17/37 [============>.................] - ETA: 58s  18/37 [=============>................] - ETA: 55s 19/37 [==============>...............] - ETA: 52s 20/37 [===============>..............] - ETA: 49s 21/37 [================>.............] - ETA: 46s 22/37 [================>.............] - ETA: 43s 23/37 [=================>............] - ETA: 41s 24/37 [==================>...........] - ETA: 38s 25/37 [===================>..........] - ETA: 35s 26/37 [====================>.........] - ETA: 32s 27/37 [====================>.........] - ETA: 29s 28/37 [=====================>........] - ETA: 26s 29/37 [======================>.......] - ETA: 23s 30/37 [=======================>......] - ETA: 20s 31/37 [========================>.....] - ETA: 17s 32/37 [========================>.....] - ETA: 14s 33/37 [=========================>....] - ETA: 11s 34/37 [==========================>...] - ETA: 8s  35/37 [===========================>..] - ETA: 5s 36/37 [============================>.] - ETA: 2s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 108s 3s/step inserting motif: dnase_2 TGTACTTACGAA 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 1:42 3/37 [=>............................] - ETA: 1:39 4/37 [==>...........................] - ETA: 1:36 5/37 [===>..........................] - ETA: 1:33 6/37 [===>..........................] - ETA: 1:30 7/37 [====>.........................] - ETA: 1:27 8/37 [=====>........................] - ETA: 1:25 9/37 [======>.......................] - ETA: 1:22 10/37 [=======>......................] - ETA: 1:19 11/37 [=======>......................] - ETA: 1:16 12/37 [========>.....................] - ETA: 1:13 13/37 [=========>....................] - ETA: 1:10 14/37 [==========>...................] - ETA: 1:07 15/37 [===========>..................] - ETA: 1:04 16/37 [===========>..................] - ETA: 1:01 17/37 [============>.................] - ETA: 58s  18/37 [=============>................] - ETA: 55s 19/37 [==============>...............] - ETA: 52s 20/37 [===============>..............] - ETA: 49s 21/37 [================>.............] - ETA: 46s 22/37 [================>.............] - ETA: 43s 23/37 [=================>............] - ETA: 41s 24/37 [==================>...........] - ETA: 38s 25/37 [===================>..........] - ETA: 35s 26/37 [====================>.........] - ETA: 32s 27/37 [====================>.........] - ETA: 29s 28/37 [=====================>........] - ETA: 26s 29/37 [======================>.......] - ETA: 23s 30/37 [=======================>......] - ETA: 20s 31/37 [========================>.....] - ETA: 17s 32/37 [========================>.....] - ETA: 14s 33/37 [=========================>....] - ETA: 11s 34/37 [==========================>...] - ETA: 8s  35/37 [===========================>..] - ETA: 5s 36/37 [============================>.] - ETA: 2s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 108s 3s/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 1:42 3/37 [=>............................] - ETA: 1:39 4/37 [==>...........................] - ETA: 1:36 5/37 [===>..........................] - ETA: 1:33 6/37 [===>..........................] - ETA: 1:30 7/37 [====>.........................] - ETA: 1:27 8/37 [=====>........................] - ETA: 1:25 9/37 [======>.......................] - ETA: 1:22 10/37 [=======>......................] - ETA: 1:19 11/37 [=======>......................] - ETA: 1:16 12/37 [========>.....................] - ETA: 1:13 13/37 [=========>....................] - ETA: 1:10 14/37 [==========>...................] - ETA: 1:07 15/37 [===========>..................] - ETA: 1:04 16/37 [===========>..................] - ETA: 1:01 17/37 [============>.................] - ETA: 58s  18/37 [=============>................] - ETA: 55s 19/37 [==============>...............] - ETA: 52s 20/37 [===============>..............] - ETA: 49s 21/37 [================>.............] - ETA: 46s 22/37 [================>.............] - ETA: 43s 23/37 [=================>............] - ETA: 41s 24/37 [==================>...........] - ETA: 38s 25/37 [===================>..........] - ETA: 35s 26/37 [====================>.........] - ETA: 32s 27/37 [====================>.........] - ETA: 29s 28/37 [=====================>........] - ETA: 26s 29/37 [======================>.......] - ETA: 23s 30/37 [=======================>......] - ETA: 20s 31/37 [========================>.....] - ETA: 17s 32/37 [========================>.....] - ETA: 14s 33/37 [=========================>....] - ETA: 11s 34/37 [==========================>...] - ETA: 8s  35/37 [===========================>..] - ETA: 5s 36/37 [============================>.] - ETA: 2s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 108s 3s/step Saving marginal footprints 2022-10-14_20-21-33: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//footprints 2022-10-14_20-21-33: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR355WAJ//chrombppnet_model_encsr880cub_bias_fold_1//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/37 [..............................] - ETA: 1:40 3/37 [=>............................] - ETA: 5s  4/37 [==>...........................] - ETA: 6s 5/37 [===>..........................] - ETA: 7s 6/37 [===>..........................] - ETA: 7s 7/37 [====>.........................] - ETA: 7s 8/37 [=====>........................] - ETA: 7s 9/37 [======>.......................] - ETA: 7s 10/37 [=======>......................] - ETA: 7s 11/37 [=======>......................] - ETA: 7s 12/37 [========>.....................] - ETA: 6s 13/37 [=========>....................] - ETA: 6s 14/37 [==========>...................] - ETA: 6s 15/37 [===========>..................] - ETA: 6s 16/37 [===========>..................] - ETA: 5s 17/37 [============>.................] - ETA: 5s 18/37 [=============>................] - ETA: 5s 19/37 [==============>...............] - ETA: 5s 20/37 [===============>..............] - ETA: 4s 21/37 [================>.............] - ETA: 4s 22/37 [================>.............] - ETA: 4s 23/37 [=================>............] - ETA: 4s 24/37 [==================>...........] - ETA: 3s 25/37 [===================>..........] - ETA: 3s 26/37 [====================>.........] - ETA: 3s 27/37 [====================>.........] - ETA: 2s 28/37 [=====================>........] - ETA: 2s 29/37 [======================>.......] - ETA: 2s 30/37 [=======================>......] - ETA: 2s 31/37 [========================>.....] - ETA: 1s 32/37 [========================>.....] - ETA: 1s 33/37 [=========================>....] - ETA: 1s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 14s 323ms/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 10s 3/37 [=>............................] - ETA: 10s 4/37 [==>...........................] - ETA: 10s 5/37 [===>..........................] - ETA: 9s  6/37 [===>..........................] - ETA: 9s 7/37 [====>.........................] - ETA: 9s 8/37 [=====>........................] - ETA: 8s 9/37 [======>.......................] - ETA: 8s 10/37 [=======>......................] - ETA: 8s 11/37 [=======>......................] - ETA: 7s 12/37 [========>.....................] - ETA: 7s 13/37 [=========>....................] - ETA: 7s 14/37 [==========>...................] - ETA: 6s 15/37 [===========>..................] - ETA: 6s 16/37 [===========>..................] - ETA: 6s 17/37 [============>.................] - ETA: 6s 18/37 [=============>................] - ETA: 5s 19/37 [==============>...............] - ETA: 5s 20/37 [===============>..............] - ETA: 5s 21/37 [================>.............] - ETA: 4s 22/37 [================>.............] - ETA: 4s 23/37 [=================>............] - ETA: 4s 24/37 [==================>...........] - ETA: 3s 25/37 [===================>..........] - ETA: 3s 26/37 [====================>.........] - ETA: 3s 27/37 [====================>.........] - ETA: 3s 28/37 [=====================>........] - ETA: 2s 29/37 [======================>.......] - ETA: 2s 30/37 [=======================>......] - ETA: 2s 31/37 [========================>.....] - ETA: 1s 32/37 [========================>.....] - ETA: 1s 33/37 [=========================>....] - ETA: 1s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 11s 311ms/step inserting motif: dnase_2 TGTACTTACGAA 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 10s 3/37 [=>............................] - ETA: 10s 4/37 [==>...........................] - ETA: 10s 5/37 [===>..........................] - ETA: 9s  6/37 [===>..........................] - ETA: 9s 7/37 [====>.........................] - ETA: 9s 8/37 [=====>........................] - ETA: 8s 9/37 [======>.......................] - ETA: 8s 10/37 [=======>......................] - ETA: 8s 11/37 [=======>......................] - ETA: 7s 12/37 [========>.....................] - ETA: 7s 13/37 [=========>....................] - ETA: 7s 14/37 [==========>...................] - ETA: 6s 15/37 [===========>..................] - ETA: 6s 16/37 [===========>..................] - ETA: 6s 17/37 [============>.................] - ETA: 6s 18/37 [=============>................] - ETA: 5s 19/37 [==============>...............] - ETA: 5s 20/37 [===============>..............] - ETA: 5s 21/37 [================>.............] - ETA: 4s 22/37 [================>.............] - ETA: 4s 23/37 [=================>............] - ETA: 4s 24/37 [==================>...........] - ETA: 3s 25/37 [===================>..........] - ETA: 3s 26/37 [====================>.........] - ETA: 3s 27/37 [====================>.........] - ETA: 3s 28/37 [=====================>........] - ETA: 2s 29/37 [======================>.......] - ETA: 2s 30/37 [=======================>......] - ETA: 2s 31/37 [========================>.....] - ETA: 1s 32/37 [========================>.....] - ETA: 1s 33/37 [=========================>....] - ETA: 1s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 11s 311ms/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 10s 3/37 [=>............................] - ETA: 10s 4/37 [==>...........................] - ETA: 10s 5/37 [===>..........................] - ETA: 9s  6/37 [===>..........................] - ETA: 9s 7/37 [====>.........................] - ETA: 9s 8/37 [=====>........................] - ETA: 8s 9/37 [======>.......................] - ETA: 8s 10/37 [=======>......................] - ETA: 8s 11/37 [=======>......................] - ETA: 7s 12/37 [========>.....................] - ETA: 7s 13/37 [=========>....................] - ETA: 7s 14/37 [==========>...................] - ETA: 6s 15/37 [===========>..................] - ETA: 6s 16/37 [===========>..................] - ETA: 6s 17/37 [============>.................] - ETA: 6s 18/37 [=============>................] - ETA: 5s 19/37 [==============>...............] - ETA: 5s 20/37 [===============>..............] - ETA: 5s 21/37 [================>.............] - ETA: 4s 22/37 [================>.............] - ETA: 4s 23/37 [=================>............] - ETA: 4s 24/37 [==================>...........] - ETA: 3s 25/37 [===================>..........] - ETA: 3s 26/37 [====================>.........] - ETA: 3s 27/37 [====================>.........] - ETA: 3s 28/37 [=====================>........] - ETA: 2s 29/37 [======================>.......] - ETA: 2s 30/37 [=======================>......] - ETA: 2s 31/37 [========================>.....] - ETA: 1s 32/37 [========================>.....] - ETA: 1s 33/37 [=========================>....] - ETA: 1s 34/37 [==========================>...] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 11s 311ms/step Saving marginal footprints