2022-10-17_08-08-37: 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//ENCSR503RWO//preprocessing/bigWigs/ENCSR503RWO.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR503RWO//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR503RWO//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.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_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 158370 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 158370 Number of peaks input: 41630 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 41630 Number of non peaks input: 159641 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 159641 Number of non peaks input: 40358 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 40358 Number of peaks after removing outliers: 156627 Number of nonpeaks after removing outliers: 142380 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 1/4450 [..............................] - ETA: 13:24:56 10/4450 [..............................] - ETA: 25s  19/4450 [..............................] - ETA: 25s 29/4450 [..............................] - ETA: 24s 39/4450 [..............................] - ETA: 24s 49/4450 [..............................] - ETA: 24s 59/4450 [..............................] - ETA: 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4450/4450 [==============================] - 35s 5ms/step 2022-10-17_08-19-16: 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//ENCSR503RWO//preprocessing/bigWigs/ENCSR503RWO.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.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/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(142309, 10) loading nonpeaks... got split:train for bed regions:(131679, 10) loading peaks... got split:valid for bed regions:(14318, 10) loading nonpeaks... got split:valid for bed regions:(10701, 10) Epoch 1/50 1/2446 [..............................] - ETA: 5:32:16 - loss: 1448.9923 - logits_profile_predictions_loss: 1350.0331 - logcount_predictions_loss: 3.8808 2/2446 [..............................] - ETA: 6:20 - loss: 1499.1408 - logits_profile_predictions_loss: 1291.0412 - logcount_predictions_loss: 8.1608  3/2446 [..............................] - ETA: 6:17 - loss: 1480.3968 - logits_profile_predictions_loss: 1261.9224 - logcount_predictions_loss: 8.5676 4/2446 [..............................] - ETA: 6:16 - loss: 1457.4316 - logits_profile_predictions_loss: 1243.1087 - logcount_predictions_loss: 8.4048 5/2446 [..............................] - ETA: 6:15 - loss: 1426.2228 - logits_profile_predictions_loss: 1220.1337 - logcount_predictions_loss: 8.0819 6/2446 [..............................] - ETA: 6:15 - loss: 1399.7861 - logits_profile_predictions_loss: 1201.9188 - logcount_predictions_loss: 7.7595 7/2446 [..............................] - ETA: 6:14 - loss: 1386.7857 - logits_profile_predictions_loss: 1196.0264 - logcount_predictions_loss: 7.4808 8/2446 [..............................] - ETA: 6:14 - loss: 1376.0804 - logits_profile_predictions_loss: 1191.7174 - logcount_predictions_loss: 7.2299 9/2446 [..............................] - ETA: 6:14 - loss: 1364.4705 - logits_profile_predictions_loss: 1185.9420 - logcount_predictions_loss: 7.0011 10/2446 [..............................] - ETA: 6:13 - loss: 1355.2772 - logits_profile_predictions_loss: 1181.8670 - logcount_predictions_loss: 6.8004 11/2446 [..............................] - ETA: 6:13 - loss: 1347.2101 - logits_profile_predictions_loss: 1178.3620 - logcount_predictions_loss: 6.6215 12/2446 [..............................] - ETA: 6:13 - loss: 1340.5777 - logits_profile_predictions_loss: 1175.6988 - logcount_predictions_loss: 6.4658 13/2446 [..............................] - ETA: 6:13 - loss: 1334.1372 - logits_profile_predictions_loss: 1172.8565 - logcount_predictions_loss: 6.3247 14/2446 [..............................] - ETA: 6:12 - loss: 1329.1472 - logits_profile_predictions_loss: 1171.1000 - logcount_predictions_loss: 6.1979 15/2446 [..............................] - ETA: 6:12 - loss: 1325.3161 - logits_profile_predictions_loss: 1170.2273 - logcount_predictions_loss: 6.0819 16/2446 [..............................] - ETA: 6:12 - loss: 1321.1544 - logits_profile_predictions_loss: 1168.8060 - logcount_predictions_loss: 5.9744 17/2446 [..............................] - ETA: 6:12 - loss: 1317.2801 - logits_profile_predictions_loss: 1167.4257 - logcount_predictions_loss: 5.8766 18/2446 [..............................] - ETA: 6:12 - loss: 1313.5707 - logits_profile_predictions_loss: 1166.0058 - logcount_predictions_loss: 5.7869 19/2446 [..............................] - ETA: 6:11 - loss: 1310.7946 - logits_profile_predictions_loss: 1165.3067 - logcount_predictions_loss: 5.7054 20/2446 [..............................] - ETA: 6:11 - loss: 1308.3332 - logits_profile_predictions_loss: 1164.7603 - logcount_predictions_loss: 5.6303 21/2446 [..............................] - ETA: 6:11 - loss: 1305.9793 - logits_profile_predictions_loss: 1164.1889 - logcount_predictions_loss: 5.5604 22/2446 [..............................] - ETA: 6:11 - loss: 1303.1702 - logits_profile_predictions_loss: 1163.0783 - logcount_predictions_loss: 5.4938 23/2446 [..............................] - ETA: 6:11 - loss: 1300.2748 - logits_profile_predictions_loss: 1161.7930 - logcount_predictions_loss: 5.4307 24/2446 [..............................] - ETA: 6:11 - loss: 1297.4219 - logits_profile_predictions_loss: 1160.4534 - logcount_predictions_loss: 5.3713 25/2446 [..............................] - ETA: 6:11 - loss: 1295.1765 - logits_profile_predictions_loss: 1159.5971 - logcount_predictions_loss: 5.3168 26/2446 [..............................] - ETA: 6:10 - loss: 1292.9255 - logits_profile_predictions_loss: 1158.6594 - logcount_predictions_loss: 5.2653 27/2446 [..............................] - ETA: 6:10 - loss: 1290.6687 - logits_profile_predictions_loss: 1157.6444 - logcount_predictions_loss: 5.2166 28/2446 [..............................] - ETA: 6:10 - loss: 1288.7719 - logits_profile_predictions_loss: 1156.8919 - logcount_predictions_loss: 5.1718 29/2446 [..............................] - ETA: 6:10 - loss: 1286.8084 - logits_profile_predictions_loss: 1156.0225 - logcount_predictions_loss: 5.1289 30/2446 [..............................] - ETA: 6:10 - loss: 1284.8180 - logits_profile_predictions_loss: 1155.0801 - logcount_predictions_loss: 5.0878 31/2446 [..............................] - ETA: 6:10 - loss: 1282.9250 - logits_profile_predictions_loss: 1154.1811 - logcount_predictions_loss: 5.0488 32/2446 [..............................] - ETA: 6:09 - loss: 1280.8920 - logits_profile_predictions_loss: 1153.1084 - logcount_predictions_loss: 5.0111 33/2446 [..............................] - ETA: 6:09 - loss: 1278.8350 - logits_profile_predictions_loss: 1151.9777 - logcount_predictions_loss: 4.9748 34/2446 [..............................] - ETA: 6:09 - loss: 1276.9008 - logits_profile_predictions_loss: 1150.9252 - logcount_predictions_loss: 4.9402 35/2446 [..............................] - ETA: 6:09 - loss: 1274.9636 - logits_profile_predictions_loss: 1149.8351 - logcount_predictions_loss: 4.9070 36/2446 [..............................] - ETA: 6:09 - loss: 1272.8984 - logits_profile_predictions_loss: 1148.6025 - logcount_predictions_loss: 4.8743 37/2446 [..............................] - ETA: 6:09 - loss: 1270.8938 - logits_profile_predictions_loss: 1147.3992 - logcount_predictions_loss: 4.8429 38/2446 [..............................] - ETA: 6:08 - loss: 1268.9088 - logits_profile_predictions_loss: 1146.1794 - logcount_predictions_loss: 4.8129 39/2446 [..............................] - ETA: 6:08 - loss: 1267.0764 - logits_profile_predictions_loss: 1145.0803 - logcount_predictions_loss: 4.7842 40/2446 [..............................] - ETA: 6:08 - loss: 1265.2233 - logits_profile_predictions_loss: 1143.9367 - logcount_predictions_loss: 4.7563 41/2446 [..............................] - ETA: 6:08 - loss: 1263.6940 - logits_profile_predictions_loss: 1143.0727 - logcount_predictions_loss: 4.7303 42/2446 [..............................] - ETA: 6:08 - loss: 1262.1932 - logits_profile_predictions_loss: 1142.2118 - logcount_predictions_loss: 4.7052 43/2446 [..............................] - ETA: 6:08 - loss: 1260.9909 - logits_profile_predictions_loss: 1141.6128 - logcount_predictions_loss: 4.6815 44/2446 [..............................] - ETA: 6:07 - loss: 1259.7593 - logits_profile_predictions_loss: 1140.9707 - logcount_predictions_loss: 4.6584 45/2446 [..............................] - ETA: 6:07 - loss: 1258.5331 - logits_profile_predictions_loss: 1140.3192 - logcount_predictions_loss: 4.6358 46/2446 [..............................] - ETA: 6:07 - loss: 1257.2569 - logits_profile_predictions_loss: 1139.6026 - logcount_predictions_loss: 4.6139 47/2446 [..............................] - ETA: 6:07 - loss: 1256.0110 - logits_profile_predictions_loss: 1138.9012 - logcount_predictions_loss: 4.5925 48/2446 [..............................] - ETA: 6:07 - loss: 1254.8298 - logits_profile_predictions_loss: 1138.2412 - logcount_predictions_loss: 4.5721 49/2446 [..............................] - ETA: 6:07 - loss: 1253.6456 - logits_profile_predictions_loss: 1137.5612 - logcount_predictions_loss: 4.5523 50/2446 [..............................] - ETA: 6:07 - loss: 1252.5408 - logits_profile_predictions_loss: 1136.9423 - logcount_predictions_loss: 4.5333 51/2446 [..............................] - ETA: 6:06 - loss: 1251.5366 - logits_profile_predictions_loss: 1136.4015 - logcount_predictions_loss: 4.5151 52/2446 [..............................] - ETA: 6:06 - loss: 1250.5158 - logits_profile_predictions_loss: 1135.8327 - logcount_predictions_loss: 4.4974 53/2446 [..............................] - ETA: 6:06 - loss: 1249.5744 - logits_profile_predictions_loss: 1135.3277 - logcount_predictions_loss: 4.4803 54/2446 [..............................] - ETA: 6:06 - loss: 1248.6136 - logits_profile_predictions_loss: 1134.7948 - logcount_predictions_loss: 4.4635 55/2446 [..............................] - ETA: 6:06 - loss: 1247.6269 - logits_profile_predictions_loss: 1134.2267 - logcount_predictions_loss: 4.4471 56/2446 [..............................] - ETA: 6:06 - loss: 1246.7549 - logits_profile_predictions_loss: 1133.7549 - logcount_predictions_loss: 4.4314 57/2446 [..............................] - ETA: 6:05 - loss: 1245.9599 - logits_profile_predictions_loss: 1133.3442 - logcount_predictions_loss: 4.4163 58/2446 [..............................] - ETA: 6:05 - loss: 1245.1728 - logits_profile_predictions_loss: 1132.9284 - logcount_predictions_loss: 4.4017 59/2446 [..............................] - ETA: 6:05 - loss: 1244.4488 - logits_profile_predictions_loss: 1132.5608 - logcount_predictions_loss: 4.3878 60/2446 [..............................] - ETA: 6:05 - loss: 1243.7233 - logits_profile_predictions_loss: 1132.1832 - logcount_predictions_loss: 4.3741 61/2446 [..............................] - ETA: 6:05 - loss: 1242.9942 - logits_profile_predictions_loss: 1131.7937 - logcount_predictions_loss: 4.3608 62/2446 [..............................] - ETA: 6:05 - loss: 1242.2764 - logits_profile_predictions_loss: 1131.4058 - logcount_predictions_loss: 4.3479 63/2446 [..............................] - ETA: 6:04 - loss: 1241.5762 - logits_profile_predictions_loss: 1131.0253 - logcount_predictions_loss: 4.3353 64/2446 [..............................] - ETA: 6:04 - loss: 1240.8862 - logits_profile_predictions_loss: 1130.6477 - logcount_predictions_loss: 4.3231 65/2446 [..............................] - ETA: 6:04 - loss: 1240.2190 - logits_profile_predictions_loss: 1130.2844 - logcount_predictions_loss: 4.3112 66/2446 [..............................] - ETA: 6:04 - loss: 1239.5611 - logits_profile_predictions_loss: 1129.9228 - logcount_predictions_loss: 4.2995 67/2446 [..............................] - ETA: 6:04 - loss: 1238.9569 - logits_profile_predictions_loss: 1129.6030 - logcount_predictions_loss: 4.2884 68/2446 [..............................] - ETA: 6:04 - loss: 1238.3480 - logits_profile_predictions_loss: 1129.2735 - logcount_predictions_loss: 4.2774 69/2446 [..............................] - ETA: 6:04 - loss: 1237.7311 - logits_profile_predictions_loss: 1128.9302 - logcount_predictions_loss: 4.2667 70/2446 [..............................] - ETA: 6:03 - loss: 1237.0916 - logits_profile_predictions_loss: 1128.5620 - logcount_predictions_loss: 4.2561 71/2446 [..............................] - ETA: 6:03 - loss: 1236.4523 - logits_profile_predictions_loss: 1128.1893 - logcount_predictions_loss: 4.2456 72/2446 [..............................] - ETA: 6:03 - loss: 1235.8411 - logits_profile_predictions_loss: 1127.8360 - logcount_predictions_loss: 4.2355 73/2446 [..............................] - ETA: 6:03 - loss: 1235.1633 - logits_profile_predictions_loss: 1127.4161 - logcount_predictions_loss: 4.2254 74/2446 [..............................] - ETA: 6:03 - loss: 1234.5205 - logits_profile_predictions_loss: 1127.0227 - logcount_predictions_loss: 4.2156 75/2446 [..............................] - ETA: 6:03 - loss: 1233.8978 - logits_profile_predictions_loss: 1126.6415 - logcount_predictions_loss: 4.2061 76/2446 [..............................] - ETA: 6:02 - loss: 1233.2872 - logits_profile_predictions_loss: 1126.2666 - logcount_predictions_loss: 4.1969 77/2446 [..............................] - ETA: 6:02 - loss: 1232.6696 - logits_profile_predictions_loss: 1125.8809 - logcount_predictions_loss: 4.1878 78/2446 [..............................] - ETA: 6:02 - loss: 1232.0803 - logits_profile_predictions_loss: 1125.5172 - logcount_predictions_loss: 4.1790 79/2446 [..............................] - ETA: 6:02 - loss: 1231.4884 - logits_profile_predictions_loss: 1125.1469 - logcount_predictions_loss: 4.1703 80/2446 [..............................] - ETA: 6:02 - loss: 1230.9218 - logits_profile_predictions_loss: 1124.7971 - logcount_predictions_loss: 4.1618 81/2446 [..............................] - ETA: 6:02 - loss: 1230.3805 - logits_profile_predictions_loss: 1124.4659 - logcount_predictions_loss: 4.1535 82/2446 [>.............................] - ETA: 6:01 - loss: 1229.8530 - logits_profile_predictions_loss: 1124.1438 - logcount_predictions_loss: 4.1455 83/2446 [>.............................] - ETA: 6:01 - loss: 1229.2936 - logits_profile_predictions_loss: 1123.7881 - logcount_predictions_loss: 4.1375 84/2446 [>.............................] - ETA: 6:01 - loss: 1228.7642 - logits_profile_predictions_loss: 1123.4560 - logcount_predictions_loss: 4.1297 85/2446 [>.............................] - ETA: 6:01 - loss: 1228.2808 - logits_profile_predictions_loss: 1123.1633 - logcount_predictions_loss: 4.1223 86/2446 [>.............................] - ETA: 6:01 - loss: 1227.8467 - logits_profile_predictions_loss: 1122.9118 - logcount_predictions_loss: 4.1151 87/2446 [>.............................] - ETA: 6:01 - loss: 1227.4375 - logits_profile_predictions_loss: 1122.6796 - logcount_predictions_loss: 4.1082 88/2446 [>.............................] - ETA: 6:01 - loss: 1227.0545 - logits_profile_predictions_loss: 1122.4681 - logcount_predictions_loss: 4.1014 89/2446 [>.............................] - ETA: 6:00 - loss: 1226.6658 - logits_profile_predictions_loss: 1122.2480 - logcount_predictions_loss: 4.0948 90/2446 [>.............................] - ETA: 6:00 - loss: 1226.2781 - logits_profile_predictions_loss: 1122.0264 - logcount_predictions_loss: 4.0883 91/2446 [>.............................] - ETA: 6:00 - loss: 1225.8675 - logits_profile_predictions_loss: 1121.7808 - logcount_predictions_loss: 4.0818 92/2446 [>.............................] - ETA: 6:00 - loss: 1225.4729 - logits_profile_predictions_loss: 1121.5479 - logcount_predictions_loss: 4.0755 93/2446 [>.............................] - ETA: 6:00 - loss: 1225.0940 - logits_profile_predictions_loss: 1121.3267 - logcount_predictions_loss: 4.0693 94/2446 [>.............................] - ETA: 6:00 - loss: 1224.7385 - logits_profile_predictions_loss: 1121.1237 - logcount_predictions_loss: 4.0633 95/2446 [>.............................] - ETA: 5:59 - loss: 1224.4167 - logits_profile_predictions_loss: 1120.9504 - logcount_predictions_loss: 4.0575 96/2446 [>.............................] - ETA: 5:59 - loss: 1224.0967 - logits_profile_predictions_loss: 1120.7755 - logcount_predictions_loss: 4.0518 97/2446 [>.............................] - ETA: 5:59 - loss: 1223.7791 - logits_profile_predictions_loss: 1120.6007 - logcount_predictions_loss: 4.0462 98/2446 [>.............................] - ETA: 5:59 - loss: 1223.4443 - logits_profile_predictions_loss: 1120.4087 - logcount_predictions_loss: 4.0406 99/2446 [>.............................] - ETA: 5:59 - loss: 1223.1192 - logits_profile_predictions_loss: 1120.2236 - logcount_predictions_loss: 4.0351 100/2446 [>.............................] - ETA: 5:59 - loss: 1222.8194 - logits_profile_predictions_loss: 1120.0591 - logcount_predictions_loss: 4.0298 101/2446 [>.............................] - ETA: 5:58 - loss: 1222.5212 - logits_profile_predictions_loss: 1119.8939 - logcount_predictions_loss: 4.0246 102/2446 [>.............................] - ETA: 5:58 - loss: 1222.2105 - logits_profile_predictions_loss: 1119.7158 - logcount_predictions_loss: 4.0194 103/2446 [>.............................] - ETA: 5:58 - loss: 1221.9112 - logits_profile_predictions_loss: 1119.5462 - logcount_predictions_loss: 4.0143 104/2446 [>.............................] - ETA: 5:58 - loss: 1221.6242 - logits_profile_predictions_loss: 1119.3856 - logcount_predictions_loss: 4.0094 105/2446 [>.............................] - ETA: 5:58 - loss: 1221.3251 - logits_profile_predictions_loss: 1119.2125 - logcount_predictions_loss: 4.0044 106/2446 [>.............................] - ETA: 5:58 - loss: 1221.0346 - logits_profile_predictions_loss: 1119.0458 - logcount_predictions_loss: 3.9996 107/2446 [>.............................] - ETA: 5:58 - loss: 1220.7264 - logits_profile_predictions_loss: 1118.8617 - logcount_predictions_loss: 3.9947 108/2446 [>.............................] - ETA: 5:57 - loss: 1220.4214 - logits_profile_predictions_loss: 1118.6785 - logcount_predictions_loss: 3.9899 109/2446 [>.............................] - ETA: 5:57 - loss: 1220.1058 - logits_profile_predictions_loss: 1118.4840 - logcount_predictions_loss: 3.9852 110/2446 [>.............................] - ETA: 5:57 - loss: 1219.8184 - logits_profile_predictions_loss: 1118.3139 - logcount_predictions_loss: 3.9806 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logits_profile_predictions_loss: 1102.3532 - logcount_predictions_loss: 3.6909 235/2446 [=>............................] - ETA: 5:38 - loss: 1196.3879 - logits_profile_predictions_loss: 1102.2989 - logcount_predictions_loss: 3.6898 236/2446 [=>............................] - ETA: 5:38 - loss: 1196.3051 - logits_profile_predictions_loss: 1102.2436 - logcount_predictions_loss: 3.6887 237/2446 [=>............................] - ETA: 5:38 - loss: 1196.2202 - logits_profile_predictions_loss: 1102.1862 - logcount_predictions_loss: 3.6876 238/2446 [=>............................] - ETA: 5:38 - loss: 1196.1346 - logits_profile_predictions_loss: 1102.1280 - logcount_predictions_loss: 3.6865 239/2446 [=>............................] - ETA: 5:37 - loss: 1196.0426 - logits_profile_predictions_loss: 1102.0638 - logcount_predictions_loss: 3.6854 240/2446 [=>............................] - ETA: 5:37 - loss: 1195.9529 - logits_profile_predictions_loss: 1102.0014 - logcount_predictions_loss: 3.6844 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logits_profile_predictions_loss: 1100.7903 - logcount_predictions_loss: 3.6650 261/2446 [==>...........................] - ETA: 5:34 - loss: 1194.1664 - logits_profile_predictions_loss: 1100.7319 - logcount_predictions_loss: 3.6641 262/2446 [==>...........................] - ETA: 5:34 - loss: 1194.0839 - logits_profile_predictions_loss: 1100.6719 - logcount_predictions_loss: 3.6632 263/2446 [==>...........................] - ETA: 5:34 - loss: 1193.9982 - logits_profile_predictions_loss: 1100.6089 - logcount_predictions_loss: 3.6623 264/2446 [==>...........................] - ETA: 5:34 - loss: 1193.9128 - logits_profile_predictions_loss: 1100.5463 - logcount_predictions_loss: 3.6614 265/2446 [==>...........................] - ETA: 5:33 - loss: 1193.8260 - logits_profile_predictions_loss: 1100.4821 - logcount_predictions_loss: 3.6606 266/2446 [==>...........................] - ETA: 5:33 - loss: 1193.7390 - logits_profile_predictions_loss: 1100.4177 - logcount_predictions_loss: 3.6597 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logits_profile_predictions_loss: 1099.9456 - logcount_predictions_loss: 3.6535 274/2446 [==>...........................] - ETA: 5:32 - loss: 1193.0219 - logits_profile_predictions_loss: 1099.8802 - logcount_predictions_loss: 3.6526 275/2446 [==>...........................] - ETA: 5:32 - loss: 1192.9333 - logits_profile_predictions_loss: 1099.8133 - logcount_predictions_loss: 3.6518 276/2446 [==>...........................] - ETA: 5:32 - loss: 1192.8418 - logits_profile_predictions_loss: 1099.7437 - logcount_predictions_loss: 3.6509 277/2446 [==>...........................] - ETA: 5:32 - loss: 1192.7506 - logits_profile_predictions_loss: 1099.6743 - logcount_predictions_loss: 3.6501 278/2446 [==>...........................] - ETA: 5:31 - loss: 1192.6599 - logits_profile_predictions_loss: 1099.6052 - logcount_predictions_loss: 3.6492 279/2446 [==>...........................] - ETA: 5:31 - loss: 1192.5706 - logits_profile_predictions_loss: 1099.5373 - logcount_predictions_loss: 3.6484 280/2446 [==>...........................] - ETA: 5:31 - loss: 1192.4818 - logits_profile_predictions_loss: 1099.4698 - logcount_predictions_loss: 3.6475 281/2446 [==>...........................] - ETA: 5:31 - loss: 1192.3949 - logits_profile_predictions_loss: 1099.4039 - logcount_predictions_loss: 3.6467 282/2446 [==>...........................] - ETA: 5:31 - loss: 1192.3086 - logits_profile_predictions_loss: 1099.3384 - logcount_predictions_loss: 3.6459 283/2446 [==>...........................] - ETA: 5:31 - loss: 1192.2197 - logits_profile_predictions_loss: 1099.2705 - logcount_predictions_loss: 3.6451 284/2446 [==>...........................] - ETA: 5:31 - loss: 1192.1357 - logits_profile_predictions_loss: 1099.2069 - logcount_predictions_loss: 3.6443 285/2446 [==>...........................] - ETA: 5:30 - loss: 1192.0510 - logits_profile_predictions_loss: 1099.1427 - logcount_predictions_loss: 3.6435 286/2446 [==>...........................] - ETA: 5:30 - loss: 1191.9632 - logits_profile_predictions_loss: 1099.0754 - logcount_predictions_loss: 3.6427 287/2446 [==>...........................] - ETA: 5:30 - loss: 1191.8756 - logits_profile_predictions_loss: 1099.0083 - logcount_predictions_loss: 3.6419 288/2446 [==>...........................] - ETA: 5:30 - loss: 1191.7861 - logits_profile_predictions_loss: 1098.9393 - logcount_predictions_loss: 3.6411 289/2446 [==>...........................] - ETA: 5:30 - loss: 1191.6958 - logits_profile_predictions_loss: 1098.8695 - logcount_predictions_loss: 3.6403 290/2446 [==>...........................] - ETA: 5:30 - loss: 1191.6064 - logits_profile_predictions_loss: 1098.8004 - logcount_predictions_loss: 3.6395 291/2446 [==>...........................] - ETA: 5:29 - loss: 1191.5181 - logits_profile_predictions_loss: 1098.7323 - logcount_predictions_loss: 3.6387 292/2446 [==>...........................] - ETA: 5:29 - loss: 1191.4324 - logits_profile_predictions_loss: 1098.6663 - logcount_predictions_loss: 3.6379 293/2446 [==>...........................] - ETA: 5:29 - loss: 1191.3445 - logits_profile_predictions_loss: 1098.5983 - logcount_predictions_loss: 3.6371 294/2446 [==>...........................] - ETA: 5:29 - loss: 1191.2563 - logits_profile_predictions_loss: 1098.5299 - logcount_predictions_loss: 3.6363 295/2446 [==>...........................] - ETA: 5:29 - loss: 1191.1703 - logits_profile_predictions_loss: 1098.4635 - logcount_predictions_loss: 3.6356 296/2446 [==>...........................] - ETA: 5:29 - loss: 1191.0871 - logits_profile_predictions_loss: 1098.3995 - logcount_predictions_loss: 3.6348 297/2446 [==>...........................] - ETA: 5:29 - loss: 1191.0047 - logits_profile_predictions_loss: 1098.3360 - logcount_predictions_loss: 3.6341 298/2446 [==>...........................] - ETA: 5:28 - loss: 1190.9239 - logits_profile_predictions_loss: 1098.2740 - logcount_predictions_loss: 3.6333 299/2446 [==>...........................] - ETA: 5:28 - loss: 1190.8436 - logits_profile_predictions_loss: 1098.2123 - logcount_predictions_loss: 3.6326 300/2446 [==>...........................] - ETA: 5:28 - loss: 1190.7623 - logits_profile_predictions_loss: 1098.1497 - logcount_predictions_loss: 3.6319 301/2446 [==>...........................] - ETA: 5:28 - loss: 1190.6799 - logits_profile_predictions_loss: 1098.0861 - logcount_predictions_loss: 3.6311 302/2446 [==>...........................] - ETA: 5:28 - loss: 1190.5970 - logits_profile_predictions_loss: 1098.0219 - logcount_predictions_loss: 3.6304 303/2446 [==>...........................] - ETA: 5:28 - loss: 1190.5125 - logits_profile_predictions_loss: 1097.9561 - logcount_predictions_loss: 3.6297 304/2446 [==>...........................] - ETA: 5:27 - loss: 1190.4284 - logits_profile_predictions_loss: 1097.8905 - logcount_predictions_loss: 3.6289 305/2446 [==>...........................] - ETA: 5:27 - loss: 1190.3435 - logits_profile_predictions_loss: 1097.8241 - logcount_predictions_loss: 3.6282 306/2446 [==>...........................] - ETA: 5:27 - loss: 1190.2602 - logits_profile_predictions_loss: 1097.7592 - logcount_predictions_loss: 3.6275 307/2446 [==>...........................] - ETA: 5:27 - loss: 1190.1790 - logits_profile_predictions_loss: 1097.6961 - logcount_predictions_loss: 3.6268 308/2446 [==>...........................] - ETA: 5:27 - loss: 1190.1002 - logits_profile_predictions_loss: 1097.6351 - logcount_predictions_loss: 3.6261 309/2446 [==>...........................] - ETA: 5:27 - loss: 1190.0261 - logits_profile_predictions_loss: 1097.5783 - logcount_predictions_loss: 3.6254 310/2446 [==>...........................] - ETA: 5:27 - loss: 1189.9507 - logits_profile_predictions_loss: 1097.5203 - logcount_predictions_loss: 3.6247 311/2446 [==>...........................] - ETA: 5:26 - loss: 1189.8780 - logits_profile_predictions_loss: 1097.4646 - logcount_predictions_loss: 3.6241 312/2446 [==>...........................] - ETA: 5:26 - loss: 1189.8059 - logits_profile_predictions_loss: 1097.4095 - logcount_predictions_loss: 3.6234 313/2446 [==>...........................] - ETA: 5:26 - loss: 1189.7340 - logits_profile_predictions_loss: 1097.3543 - logcount_predictions_loss: 3.6227 314/2446 [==>...........................] - ETA: 5:26 - loss: 1189.6647 - logits_profile_predictions_loss: 1097.3015 - logcount_predictions_loss: 3.6221 315/2446 [==>...........................] - ETA: 5:26 - loss: 1189.5946 - logits_profile_predictions_loss: 1097.2480 - logcount_predictions_loss: 3.6214 316/2446 [==>...........................] - ETA: 5:26 - loss: 1189.5245 - logits_profile_predictions_loss: 1097.1944 - logcount_predictions_loss: 3.6208 317/2446 [==>...........................] - ETA: 5:25 - loss: 1189.4541 - logits_profile_predictions_loss: 1097.1405 - logcount_predictions_loss: 3.6202 318/2446 [==>...........................] - ETA: 5:25 - loss: 1189.3823 - logits_profile_predictions_loss: 1097.0852 - logcount_predictions_loss: 3.6195 319/2446 [==>...........................] - ETA: 5:25 - loss: 1189.3125 - logits_profile_predictions_loss: 1097.0316 - logcount_predictions_loss: 3.6189 320/2446 [==>...........................] - ETA: 5:25 - loss: 1189.2404 - logits_profile_predictions_loss: 1096.9758 - logcount_predictions_loss: 3.6182 321/2446 [==>...........................] - ETA: 5:25 - loss: 1189.1690 - logits_profile_predictions_loss: 1096.9206 - logcount_predictions_loss: 3.6176 322/2446 [==>...........................] - ETA: 5:25 - loss: 1189.0993 - logits_profile_predictions_loss: 1096.8668 - logcount_predictions_loss: 3.6170 323/2446 [==>...........................] - ETA: 5:25 - loss: 1189.0307 - logits_profile_predictions_loss: 1096.8139 - logcount_predictions_loss: 3.6164 324/2446 [==>...........................] - ETA: 5:24 - loss: 1188.9634 - logits_profile_predictions_loss: 1096.7622 - logcount_predictions_loss: 3.6157 325/2446 [==>...........................] - ETA: 5:24 - loss: 1188.8976 - logits_profile_predictions_loss: 1096.7118 - logcount_predictions_loss: 3.6151 326/2446 [==>...........................] - ETA: 5:24 - loss: 1188.8306 - logits_profile_predictions_loss: 1096.6602 - logcount_predictions_loss: 3.6145 327/2446 [===>..........................] - ETA: 5:24 - loss: 1188.7642 - logits_profile_predictions_loss: 1096.6092 - logcount_predictions_loss: 3.6139 328/2446 [===>..........................] - ETA: 5:24 - loss: 1188.6999 - logits_profile_predictions_loss: 1096.5599 - logcount_predictions_loss: 3.6133 329/2446 [===>..........................] - ETA: 5:24 - loss: 1188.6338 - logits_profile_predictions_loss: 1096.5090 - logcount_predictions_loss: 3.6127 330/2446 [===>..........................] - ETA: 5:24 - loss: 1188.5683 - logits_profile_predictions_loss: 1096.4585 - logcount_predictions_loss: 3.6122 331/2446 [===>..........................] - ETA: 5:23 - loss: 1188.5043 - logits_profile_predictions_loss: 1096.4093 - logcount_predictions_loss: 3.6116 332/2446 [===>..........................] - ETA: 5:23 - loss: 1188.4428 - logits_profile_predictions_loss: 1096.3623 - logcount_predictions_loss: 3.6110 333/2446 [===>..........................] - ETA: 5:23 - loss: 1188.3826 - logits_profile_predictions_loss: 1096.3164 - logcount_predictions_loss: 3.6104 334/2446 [===>..........................] - ETA: 5:23 - loss: 1188.3235 - logits_profile_predictions_loss: 1096.2715 - logcount_predictions_loss: 3.6099 335/2446 [===>..........................] - ETA: 5:23 - loss: 1188.2633 - logits_profile_predictions_loss: 1096.2254 - logcount_predictions_loss: 3.6093 336/2446 [===>..........................] - ETA: 5:23 - loss: 1188.2035 - logits_profile_predictions_loss: 1096.1797 - logcount_predictions_loss: 3.6088 337/2446 [===>..........................] - ETA: 5:23 - loss: 1188.1437 - logits_profile_predictions_loss: 1096.1339 - logcount_predictions_loss: 3.6082 338/2446 [===>..........................] - ETA: 5:22 - loss: 1188.0821 - logits_profile_predictions_loss: 1096.0865 - logcount_predictions_loss: 3.6077 339/2446 [===>..........................] - ETA: 5:22 - loss: 1188.0213 - logits_profile_predictions_loss: 1096.0396 - logcount_predictions_loss: 3.6071 340/2446 [===>..........................] - ETA: 5:22 - loss: 1187.9612 - logits_profile_predictions_loss: 1095.9933 - logcount_predictions_loss: 3.6066 341/2446 [===>..........................] - ETA: 5:22 - loss: 1187.9010 - logits_profile_predictions_loss: 1095.9469 - logcount_predictions_loss: 3.6061 342/2446 [===>..........................] - ETA: 5:22 - loss: 1187.8398 - logits_profile_predictions_loss: 1095.8994 - logcount_predictions_loss: 3.6055 343/2446 [===>..........................] - ETA: 5:22 - loss: 1187.7786 - logits_profile_predictions_loss: 1095.8520 - logcount_predictions_loss: 3.6050 344/2446 [===>..........................] - ETA: 5:21 - loss: 1187.7160 - logits_profile_predictions_loss: 1095.8033 - logcount_predictions_loss: 3.6044 345/2446 [===>..........................] - ETA: 5:21 - loss: 1187.6548 - logits_profile_predictions_loss: 1095.7558 - logcount_predictions_loss: 3.6039 346/2446 [===>..........................] - ETA: 5:21 - loss: 1187.5924 - logits_profile_predictions_loss: 1095.7071 - logcount_predictions_loss: 3.6034 347/2446 [===>..........................] - ETA: 5:21 - loss: 1187.5290 - logits_profile_predictions_loss: 1095.6574 - logcount_predictions_loss: 3.6028 348/2446 [===>..........................] - ETA: 5:21 - loss: 1187.4659 - logits_profile_predictions_loss: 1095.6081 - logcount_predictions_loss: 3.6023 349/2446 [===>..........................] - ETA: 5:21 - loss: 1187.4035 - logits_profile_predictions_loss: 1095.5592 - logcount_predictions_loss: 3.6017 350/2446 [===>..........................] - ETA: 5:21 - loss: 1187.3405 - logits_profile_predictions_loss: 1095.5098 - logcount_predictions_loss: 3.6012 351/2446 [===>..........................] - ETA: 5:20 - loss: 1187.2772 - logits_profile_predictions_loss: 1095.4600 - logcount_predictions_loss: 3.6007 352/2446 [===>..........................] - ETA: 5:20 - loss: 1187.2139 - logits_profile_predictions_loss: 1095.4103 - logcount_predictions_loss: 3.6002 353/2446 [===>..........................] - ETA: 5:20 - loss: 1187.1502 - logits_profile_predictions_loss: 1095.3601 - logcount_predictions_loss: 3.5996 354/2446 [===>..........................] - ETA: 5:20 - loss: 1187.0890 - logits_profile_predictions_loss: 1095.3122 - logcount_predictions_loss: 3.5991 355/2446 [===>..........................] - ETA: 5:20 - loss: 1187.0272 - logits_profile_predictions_loss: 1095.2636 - logcount_predictions_loss: 3.5986 356/2446 [===>..........................] - ETA: 5:20 - loss: 1186.9654 - logits_profile_predictions_loss: 1095.2149 - logcount_predictions_loss: 3.5981 357/2446 [===>..........................] - ETA: 5:19 - loss: 1186.9019 - logits_profile_predictions_loss: 1095.1647 - logcount_predictions_loss: 3.5975 358/2446 [===>..........................] - ETA: 5:19 - loss: 1186.8388 - logits_profile_predictions_loss: 1095.1148 - logcount_predictions_loss: 3.5970 359/2446 [===>..........................] - ETA: 5:19 - loss: 1186.7758 - logits_profile_predictions_loss: 1095.0649 - logcount_predictions_loss: 3.5965 360/2446 [===>..........................] - ETA: 5:19 - loss: 1186.7118 - logits_profile_predictions_loss: 1095.0141 - logcount_predictions_loss: 3.5960 361/2446 [===>..........................] - ETA: 5:19 - loss: 1186.6493 - logits_profile_predictions_loss: 1094.9647 - logcount_predictions_loss: 3.5955 362/2446 [===>..........................] - ETA: 5:19 - loss: 1186.5853 - logits_profile_predictions_loss: 1094.9139 - logcount_predictions_loss: 3.5950 363/2446 [===>..........................] - ETA: 5:19 - loss: 1186.5217 - logits_profile_predictions_loss: 1094.8634 - logcount_predictions_loss: 3.5945 364/2446 [===>..........................] - ETA: 5:18 - loss: 1186.4596 - logits_profile_predictions_loss: 1094.8143 - logcount_predictions_loss: 3.5939 365/2446 [===>..........................] - ETA: 5:18 - loss: 1186.3974 - logits_profile_predictions_loss: 1094.7649 - logcount_predictions_loss: 3.5934 366/2446 [===>..........................] - ETA: 5:18 - loss: 1186.3349 - logits_profile_predictions_loss: 1094.7152 - logcount_predictions_loss: 3.5929 367/2446 [===>..........................] - ETA: 5:18 - loss: 1186.2730 - logits_profile_predictions_loss: 1094.6661 - logcount_predictions_loss: 3.5924 368/2446 [===>..........................] - ETA: 5:18 - loss: 1186.2100 - logits_profile_predictions_loss: 1094.6159 - logcount_predictions_loss: 3.5919 369/2446 [===>..........................] - ETA: 5:18 - loss: 1186.1500 - logits_profile_predictions_loss: 1094.5683 - logcount_predictions_loss: 3.5914 370/2446 [===>..........................] - ETA: 5:17 - loss: 1186.0892 - logits_profile_predictions_loss: 1094.5201 - logcount_predictions_loss: 3.5910 371/2446 [===>..........................] - ETA: 5:17 - loss: 1186.0296 - logits_profile_predictions_loss: 1094.4729 - logcount_predictions_loss: 3.5905 372/2446 [===>..........................] - ETA: 5:17 - loss: 1185.9717 - logits_profile_predictions_loss: 1094.4272 - logcount_predictions_loss: 3.5900 373/2446 [===>..........................] - ETA: 5:17 - loss: 1185.9125 - logits_profile_predictions_loss: 1094.3802 - logcount_predictions_loss: 3.5895 374/2446 [===>..........................] - ETA: 5:17 - loss: 1185.8524 - logits_profile_predictions_loss: 1094.3325 - logcount_predictions_loss: 3.5890 375/2446 [===>..........................] - ETA: 5:17 - loss: 1185.7926 - logits_profile_predictions_loss: 1094.2848 - logcount_predictions_loss: 3.5885 376/2446 [===>..........................] - ETA: 5:16 - loss: 1185.7308 - logits_profile_predictions_loss: 1094.2354 - logcount_predictions_loss: 3.5881 377/2446 [===>..........................] - ETA: 5:16 - loss: 1185.6711 - logits_profile_predictions_loss: 1094.1878 - logcount_predictions_loss: 3.5876 378/2446 [===>..........................] - ETA: 5:16 - loss: 1185.6110 - logits_profile_predictions_loss: 1094.1398 - logcount_predictions_loss: 3.5871 379/2446 [===>..........................] - ETA: 5:16 - loss: 1185.5492 - logits_profile_predictions_loss: 1094.0903 - logcount_predictions_loss: 3.5866 380/2446 [===>..........................] - ETA: 5:16 - loss: 1185.4886 - logits_profile_predictions_loss: 1094.0417 - logcount_predictions_loss: 3.5862 381/2446 [===>..........................] - ETA: 5:16 - loss: 1185.4277 - logits_profile_predictions_loss: 1093.9930 - logcount_predictions_loss: 3.5857 382/2446 [===>..........................] - ETA: 5:16 - loss: 1185.3662 - logits_profile_predictions_loss: 1093.9435 - logcount_predictions_loss: 3.5852 383/2446 [===>..........................] - ETA: 5:15 - loss: 1185.3047 - logits_profile_predictions_loss: 1093.8940 - logcount_predictions_loss: 3.5847 384/2446 [===>..........................] - ETA: 5:15 - loss: 1185.2423 - logits_profile_predictions_loss: 1093.8436 - logcount_predictions_loss: 3.5843 385/2446 [===>..........................] - ETA: 5:15 - loss: 1185.1794 - logits_profile_predictions_loss: 1093.7927 - logcount_predictions_loss: 3.5838 386/2446 [===>..........................] - ETA: 5:15 - loss: 1185.1179 - logits_profile_predictions_loss: 1093.7431 - logcount_predictions_loss: 3.5833 387/2446 [===>..........................] - ETA: 5:15 - loss: 1185.0551 - logits_profile_predictions_loss: 1093.6922 - logcount_predictions_loss: 3.5829 388/2446 [===>..........................] - ETA: 5:15 - loss: 1184.9920 - logits_profile_predictions_loss: 1093.6409 - logcount_predictions_loss: 3.5824 389/2446 [===>..........................] - ETA: 5:14 - loss: 1184.9295 - logits_profile_predictions_loss: 1093.5902 - logcount_predictions_loss: 3.5819 390/2446 [===>..........................] - ETA: 5:14 - loss: 1184.8669 - logits_profile_predictions_loss: 1093.5393 - logcount_predictions_loss: 3.5815 391/2446 [===>..........................] - ETA: 5:14 - loss: 1184.8042 - logits_profile_predictions_loss: 1093.4882 - logcount_predictions_loss: 3.5810 392/2446 [===>..........................] - ETA: 5:14 - loss: 1184.7426 - logits_profile_predictions_loss: 1093.4381 - logcount_predictions_loss: 3.5806 393/2446 [===>..........................] - ETA: 5:14 - loss: 1184.6808 - logits_profile_predictions_loss: 1093.3877 - logcount_predictions_loss: 3.5801 394/2446 [===>..........................] - ETA: 5:14 - loss: 1184.6190 - logits_profile_predictions_loss: 1093.3374 - logcount_predictions_loss: 3.5797 395/2446 [===>..........................] - ETA: 5:14 - loss: 1184.5581 - logits_profile_predictions_loss: 1093.2878 - logcount_predictions_loss: 3.5792 396/2446 [===>..........................] - ETA: 5:13 - loss: 1184.4968 - logits_profile_predictions_loss: 1093.2378 - logcount_predictions_loss: 3.5788 397/2446 [===>..........................] - ETA: 5:13 - loss: 1184.4347 - logits_profile_predictions_loss: 1093.1871 - logcount_predictions_loss: 3.5783 398/2446 [===>..........................] - ETA: 5:13 - loss: 1184.3730 - logits_profile_predictions_loss: 1093.1367 - logcount_predictions_loss: 3.5779 399/2446 [===>..........................] - ETA: 5:13 - loss: 1184.3115 - logits_profile_predictions_loss: 1093.0865 - logcount_predictions_loss: 3.5775 400/2446 [===>..........................] - ETA: 5:13 - loss: 1184.2509 - logits_profile_predictions_loss: 1093.0371 - logcount_predictions_loss: 3.5770 401/2446 [===>..........................] - ETA: 5:13 - loss: 1184.1924 - logits_profile_predictions_loss: 1092.9896 - logcount_predictions_loss: 3.5766 402/2446 [===>..........................] - ETA: 5:12 - loss: 1184.1335 - logits_profile_predictions_loss: 1092.9416 - logcount_predictions_loss: 3.5762 403/2446 [===>..........................] - ETA: 5:12 - loss: 1184.0736 - logits_profile_predictions_loss: 1092.8927 - logcount_predictions_loss: 3.5757 404/2446 [===>..........................] - ETA: 5:12 - loss: 1184.0134 - logits_profile_predictions_loss: 1092.8435 - logcount_predictions_loss: 3.5753 405/2446 [===>..........................] - ETA: 5:12 - loss: 1183.9532 - logits_profile_predictions_loss: 1092.7942 - logcount_predictions_loss: 3.5749 406/2446 [===>..........................] - ETA: 5:12 - loss: 1183.8942 - logits_profile_predictions_loss: 1092.7459 - logcount_predictions_loss: 3.5745 407/2446 [===>..........................] - ETA: 5:12 - loss: 1183.8353 - logits_profile_predictions_loss: 1092.6977 - logcount_predictions_loss: 3.5740 408/2446 [====>.........................] - ETA: 5:12 - loss: 1183.7769 - logits_profile_predictions_loss: 1092.6500 - logcount_predictions_loss: 3.5736 409/2446 [====>.........................] - ETA: 5:11 - loss: 1183.7182 - logits_profile_predictions_loss: 1092.6019 - logcount_predictions_loss: 3.5732 410/2446 [====>.........................] - ETA: 5:11 - loss: 1183.6604 - logits_profile_predictions_loss: 1092.5546 - logcount_predictions_loss: 3.5728 411/2446 [====>.........................] - ETA: 5:11 - loss: 1183.6026 - logits_profile_predictions_loss: 1092.5072 - logcount_predictions_loss: 3.5724 412/2446 [====>.........................] - ETA: 5:11 - loss: 1183.5437 - logits_profile_predictions_loss: 1092.4588 - logcount_predictions_loss: 3.5720 413/2446 [====>.........................] - ETA: 5:11 - loss: 1183.4838 - logits_profile_predictions_loss: 1092.4095 - logcount_predictions_loss: 3.5716 414/2446 [====>.........................] - ETA: 5:11 - loss: 1183.4231 - logits_profile_predictions_loss: 1092.3594 - logcount_predictions_loss: 3.5711 415/2446 [====>.........................] - ETA: 5:11 - loss: 1183.3622 - logits_profile_predictions_loss: 1092.3090 - logcount_predictions_loss: 3.5707 416/2446 [====>.........................] - ETA: 5:10 - loss: 1183.3010 - logits_profile_predictions_loss: 1092.2582 - logcount_predictions_loss: 3.5703 417/2446 [====>.........................] - ETA: 5:10 - loss: 1183.2396 - logits_profile_predictions_loss: 1092.2073 - logcount_predictions_loss: 3.5699 418/2446 [====>.........................] - ETA: 5:10 - loss: 1183.1779 - logits_profile_predictions_loss: 1092.1561 - logcount_predictions_loss: 3.5695 419/2446 [====>.........................] - ETA: 5:10 - loss: 1183.1160 - logits_profile_predictions_loss: 1092.1046 - logcount_predictions_loss: 3.5691 420/2446 [====>.........................] - ETA: 5:10 - loss: 1183.0551 - logits_profile_predictions_loss: 1092.0541 - logcount_predictions_loss: 3.5687 421/2446 [====>.........................] - ETA: 5:10 - loss: 1182.9936 - logits_profile_predictions_loss: 1092.0028 - logcount_predictions_loss: 3.5683 422/2446 [====>.........................] - ETA: 5:09 - loss: 1182.9328 - logits_profile_predictions_loss: 1091.9523 - logcount_predictions_loss: 3.5679 423/2446 [====>.........................] - ETA: 5:09 - loss: 1182.8714 - logits_profile_predictions_loss: 1091.9010 - logcount_predictions_loss: 3.5675 424/2446 [====>.........................] - ETA: 5:09 - loss: 1182.8102 - logits_profile_predictions_loss: 1091.8499 - logcount_predictions_loss: 3.5671 425/2446 [====>.........................] - ETA: 5:09 - loss: 1182.7481 - logits_profile_predictions_loss: 1091.7980 - logcount_predictions_loss: 3.5667 426/2446 [====>.........................] - ETA: 5:09 - loss: 1182.6880 - logits_profile_predictions_loss: 1091.7479 - logcount_predictions_loss: 3.5663 427/2446 [====>.........................] - ETA: 5:09 - loss: 1182.6275 - logits_profile_predictions_loss: 1091.6973 - logcount_predictions_loss: 3.5659 428/2446 [====>.........................] - ETA: 5:08 - loss: 1182.5661 - logits_profile_predictions_loss: 1091.6459 - logcount_predictions_loss: 3.5655 429/2446 [====>.........................] - ETA: 5:08 - loss: 1182.5034 - logits_profile_predictions_loss: 1091.5932 - logcount_predictions_loss: 3.5651 430/2446 [====>.........................] - ETA: 5:08 - loss: 1182.4410 - logits_profile_predictions_loss: 1091.5408 - logcount_predictions_loss: 3.5647 431/2446 [====>.........................] - ETA: 5:08 - loss: 1182.3781 - logits_profile_predictions_loss: 1091.4879 - logcount_predictions_loss: 3.5643 432/2446 [====>.........................] - ETA: 5:08 - loss: 1182.3166 - logits_profile_predictions_loss: 1091.4363 - logcount_predictions_loss: 3.5639 433/2446 [====>.........................] - ETA: 5:08 - loss: 1182.2559 - logits_profile_predictions_loss: 1091.3853 - logcount_predictions_loss: 3.5636 434/2446 [====>.........................] - ETA: 5:08 - loss: 1182.1949 - logits_profile_predictions_loss: 1091.3341 - logcount_predictions_loss: 3.5632 435/2446 [====>.........................] - ETA: 5:07 - loss: 1182.1334 - logits_profile_predictions_loss: 1091.2822 - logcount_predictions_loss: 3.5628 436/2446 [====>.........................] - ETA: 5:07 - loss: 1182.0723 - logits_profile_predictions_loss: 1091.2308 - logcount_predictions_loss: 3.5624 437/2446 [====>.........................] - ETA: 5:07 - loss: 1182.0115 - logits_profile_predictions_loss: 1091.1795 - logcount_predictions_loss: 3.5621 438/2446 [====>.........................] - ETA: 5:07 - loss: 1181.9496 - logits_profile_predictions_loss: 1091.1273 - logcount_predictions_loss: 3.5617 439/2446 [====>.........................] - ETA: 5:07 - loss: 1181.8882 - logits_profile_predictions_loss: 1091.0755 - logcount_predictions_loss: 3.5613 440/2446 [====>.........................] - ETA: 5:07 - loss: 1181.8266 - logits_profile_predictions_loss: 1091.0234 - logcount_predictions_loss: 3.5609 441/2446 [====>.........................] - ETA: 5:07 - loss: 1181.7649 - logits_profile_predictions_loss: 1090.9712 - logcount_predictions_loss: 3.5606 442/2446 [====>.........................] - ETA: 5:06 - loss: 1181.7018 - logits_profile_predictions_loss: 1090.9178 - logcount_predictions_loss: 3.5602 443/2446 [====>.........................] - ETA: 5:06 - loss: 1181.6385 - logits_profile_predictions_loss: 1090.8642 - logcount_predictions_loss: 3.5598 444/2446 [====>.........................] - ETA: 5:06 - loss: 1181.5749 - logits_profile_predictions_loss: 1090.8102 - logcount_predictions_loss: 3.5594 445/2446 [====>.........................] - ETA: 5:06 - loss: 1181.5117 - logits_profile_predictions_loss: 1090.7565 - logcount_predictions_loss: 3.5590 446/2446 [====>.........................] - ETA: 5:06 - loss: 1181.4478 - logits_profile_predictions_loss: 1090.7022 - logcount_predictions_loss: 3.5587 447/2446 [====>.........................] - ETA: 5:06 - loss: 1181.3853 - logits_profile_predictions_loss: 1090.6490 - logcount_predictions_loss: 3.5583 448/2446 [====>.........................] - ETA: 5:05 - loss: 1181.3213 - logits_profile_predictions_loss: 1090.5946 - logcount_predictions_loss: 3.5579 449/2446 [====>.........................] - ETA: 5:05 - loss: 1181.2569 - logits_profile_predictions_loss: 1090.5397 - logcount_predictions_loss: 3.5576 450/2446 [====>.........................] - ETA: 5:05 - loss: 1181.1928 - logits_profile_predictions_loss: 1090.4850 - logcount_predictions_loss: 3.5572 451/2446 [====>.........................] - ETA: 5:05 - loss: 1181.1283 - logits_profile_predictions_loss: 1090.4300 - logcount_predictions_loss: 3.5568 452/2446 [====>.........................] - ETA: 5:05 - loss: 1181.0639 - logits_profile_predictions_loss: 1090.3751 - logcount_predictions_loss: 3.5564 453/2446 [====>.........................] - ETA: 5:05 - loss: 1181.0008 - logits_profile_predictions_loss: 1090.3212 - logcount_predictions_loss: 3.5561 454/2446 [====>.........................] - ETA: 5:05 - loss: 1180.9373 - logits_profile_predictions_loss: 1090.2670 - logcount_predictions_loss: 3.5557 455/2446 [====>.........................] - ETA: 5:04 - loss: 1180.8743 - logits_profile_predictions_loss: 1090.2132 - logcount_predictions_loss: 3.5554 456/2446 [====>.........................] - ETA: 5:04 - loss: 1180.8117 - logits_profile_predictions_loss: 1090.1597 - logcount_predictions_loss: 3.5550 457/2446 [====>.........................] - ETA: 5:04 - loss: 1180.7493 - logits_profile_predictions_loss: 1090.1063 - logcount_predictions_loss: 3.5546 458/2446 [====>.........................] - ETA: 5:04 - loss: 1180.6872 - logits_profile_predictions_loss: 1090.0533 - logcount_predictions_loss: 3.5543 459/2446 [====>.........................] - ETA: 5:04 - loss: 1180.6244 - logits_profile_predictions_loss: 1089.9995 - logcount_predictions_loss: 3.5539 460/2446 [====>.........................] - ETA: 5:04 - loss: 1180.5607 - logits_profile_predictions_loss: 1089.9448 - logcount_predictions_loss: 3.5536 461/2446 [====>.........................] - ETA: 5:03 - loss: 1180.4975 - logits_profile_predictions_loss: 1089.8907 - logcount_predictions_loss: 3.5532 462/2446 [====>.........................] - ETA: 5:03 - loss: 1180.4347 - logits_profile_predictions_loss: 1089.8369 - logcount_predictions_loss: 3.5529 463/2446 [====>.........................] - ETA: 5:03 - loss: 1180.3720 - logits_profile_predictions_loss: 1089.7831 - logcount_predictions_loss: 3.5525 464/2446 [====>.........................] - ETA: 5:03 - loss: 1180.3097 - logits_profile_predictions_loss: 1089.7296 - logcount_predictions_loss: 3.5522 465/2446 [====>.........................] - ETA: 5:03 - loss: 1180.2475 - logits_profile_predictions_loss: 1089.6763 - logcount_predictions_loss: 3.5518 466/2446 [====>.........................] - ETA: 5:03 - loss: 1180.1850 - logits_profile_predictions_loss: 1089.6226 - logcount_predictions_loss: 3.5515 467/2446 [====>.........................] - ETA: 5:03 - loss: 1180.1229 - logits_profile_predictions_loss: 1089.5693 - logcount_predictions_loss: 3.5511 468/2446 [====>.........................] - ETA: 5:02 - loss: 1180.0603 - logits_profile_predictions_loss: 1089.5155 - logcount_predictions_loss: 3.5508 469/2446 [====>.........................] - ETA: 5:02 - loss: 1179.9975 - logits_profile_predictions_loss: 1089.4614 - logcount_predictions_loss: 3.5505 470/2446 [====>.........................] - ETA: 5:02 - loss: 1179.9348 - logits_profile_predictions_loss: 1089.4075 - logcount_predictions_loss: 3.5501 471/2446 [====>.........................] - ETA: 5:02 - loss: 1179.8735 - logits_profile_predictions_loss: 1089.3547 - logcount_predictions_loss: 3.5498 472/2446 [====>.........................] - ETA: 5:02 - loss: 1179.8124 - logits_profile_predictions_loss: 1089.3021 - logcount_predictions_loss: 3.5494 473/2446 [====>.........................] - ETA: 5:02 - loss: 1179.7525 - logits_profile_predictions_loss: 1089.2506 - logcount_predictions_loss: 3.5491 474/2446 [====>.........................] - ETA: 5:01 - loss: 1179.6920 - logits_profile_predictions_loss: 1089.1984 - logcount_predictions_loss: 3.5488 475/2446 [====>.........................] - ETA: 5:01 - loss: 1179.6309 - logits_profile_predictions_loss: 1089.1458 - logcount_predictions_loss: 3.5485 476/2446 [====>.........................] - ETA: 5:01 - loss: 1179.5688 - logits_profile_predictions_loss: 1089.0922 - logcount_predictions_loss: 3.5481 477/2446 [====>.........................] - ETA: 5:01 - loss: 1179.5069 - logits_profile_predictions_loss: 1089.0388 - logcount_predictions_loss: 3.5478 478/2446 [====>.........................] - ETA: 5:01 - loss: 1179.4451 - logits_profile_predictions_loss: 1088.9853 - logcount_predictions_loss: 3.5475 479/2446 [====>.........................] - ETA: 5:01 - loss: 1179.3829 - logits_profile_predictions_loss: 1088.9316 - logcount_predictions_loss: 3.5471 480/2446 [====>.........................] - ETA: 5:01 - loss: 1179.3214 - logits_profile_predictions_loss: 1088.8785 - logcount_predictions_loss: 3.5468 481/2446 [====>.........................] - ETA: 5:00 - loss: 1179.2601 - logits_profile_predictions_loss: 1088.8255 - logcount_predictions_loss: 3.5465 482/2446 [====>.........................] - ETA: 5:00 - loss: 1179.1984 - logits_profile_predictions_loss: 1088.7721 - logcount_predictions_loss: 3.5461 483/2446 [====>.........................] - ETA: 5:00 - loss: 1179.1364 - logits_profile_predictions_loss: 1088.7184 - logcount_predictions_loss: 3.5458 484/2446 [====>.........................] - ETA: 5:00 - loss: 1179.0739 - logits_profile_predictions_loss: 1088.6642 - logcount_predictions_loss: 3.5455 485/2446 [====>.........................] - ETA: 5:00 - loss: 1179.0114 - logits_profile_predictions_loss: 1088.6101 - logcount_predictions_loss: 3.5452 486/2446 [====>.........................] - ETA: 5:00 - loss: 1178.9503 - logits_profile_predictions_loss: 1088.5572 - logcount_predictions_loss: 3.5448 487/2446 [====>.........................] - ETA: 4:59 - loss: 1178.8895 - logits_profile_predictions_loss: 1088.5045 - logcount_predictions_loss: 3.5445 488/2446 [====>.........................] - ETA: 4:59 - loss: 1178.8284 - logits_profile_predictions_loss: 1088.4516 - logcount_predictions_loss: 3.5442 489/2446 [====>.........................] - ETA: 4:59 - loss: 1178.7667 - logits_profile_predictions_loss: 1088.3981 - logcount_predictions_loss: 3.5439 490/2446 [=====>........................] - ETA: 4:59 - loss: 1178.7046 - logits_profile_predictions_loss: 1088.3441 - logcount_predictions_loss: 3.5436 491/2446 [=====>........................] - ETA: 4:59 - loss: 1178.6420 - logits_profile_predictions_loss: 1088.2897 - logcount_predictions_loss: 3.5432 492/2446 [=====>........................] - ETA: 4:59 - loss: 1178.5800 - logits_profile_predictions_loss: 1088.2358 - logcount_predictions_loss: 3.5429 493/2446 [=====>........................] - ETA: 4:59 - loss: 1178.5179 - logits_profile_predictions_loss: 1088.1818 - logcount_predictions_loss: 3.5426 494/2446 [=====>........................] - ETA: 4:58 - loss: 1178.4553 - logits_profile_predictions_loss: 1088.1273 - logcount_predictions_loss: 3.5423 495/2446 [=====>........................] - ETA: 4:58 - loss: 1178.3924 - logits_profile_predictions_loss: 1088.0725 - logcount_predictions_loss: 3.5420 496/2446 [=====>........................] - ETA: 4:58 - loss: 1178.3293 - logits_profile_predictions_loss: 1088.0176 - logcount_predictions_loss: 3.5417 497/2446 [=====>........................] - ETA: 4:58 - loss: 1178.2654 - logits_profile_predictions_loss: 1087.9618 - logcount_predictions_loss: 3.5413 498/2446 [=====>........................] - ETA: 4:58 - loss: 1178.2020 - logits_profile_predictions_loss: 1087.9065 - logcount_predictions_loss: 3.5410 499/2446 [=====>........................] - ETA: 4:58 - loss: 1178.1380 - logits_profile_predictions_loss: 1087.8507 - logcount_predictions_loss: 3.5407 500/2446 [=====>........................] - ETA: 4:57 - loss: 1178.0744 - logits_profile_predictions_loss: 1087.7952 - logcount_predictions_loss: 3.5404 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logcount_predictions_loss: 2.8591 2425/2446 [============================>.] - ETA: 3s - loss: 1092.4734 - logits_profile_predictions_loss: 1019.5782 - logcount_predictions_loss: 2.8587 2426/2446 [============================>.] - ETA: 3s - loss: 1092.4413 - logits_profile_predictions_loss: 1019.5560 - logcount_predictions_loss: 2.8583 2427/2446 [============================>.] - ETA: 2s - loss: 1092.4092 - logits_profile_predictions_loss: 1019.5337 - logcount_predictions_loss: 2.8579 2428/2446 [============================>.] - ETA: 2s - loss: 1092.3771 - logits_profile_predictions_loss: 1019.5115 - logcount_predictions_loss: 2.8575 2429/2446 [============================>.] - ETA: 2s - loss: 1092.3451 - logits_profile_predictions_loss: 1019.4892 - logcount_predictions_loss: 2.8571 2430/2446 [============================>.] - ETA: 2s - loss: 1092.3131 - logits_profile_predictions_loss: 1019.4670 - logcount_predictions_loss: 2.8568 2431/2446 [============================>.] - ETA: 2s - 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logcount_predictions_loss: 2.8541 2438/2446 [============================>.] - ETA: 1s - loss: 1092.0574 - logits_profile_predictions_loss: 1019.2898 - logcount_predictions_loss: 2.8537 2439/2446 [============================>.] - ETA: 1s - loss: 1092.0255 - logits_profile_predictions_loss: 1019.2677 - logcount_predictions_loss: 2.8533 2440/2446 [============================>.] - ETA: 0s - loss: 1091.9936 - logits_profile_predictions_loss: 1019.2456 - logcount_predictions_loss: 2.8529 2441/2446 [============================>.] - ETA: 0s - loss: 1091.9617 - logits_profile_predictions_loss: 1019.2235 - logcount_predictions_loss: 2.8525 2442/2446 [============================>.] - ETA: 0s - loss: 1091.9299 - logits_profile_predictions_loss: 1019.2014 - logcount_predictions_loss: 2.8522 2443/2446 [============================>.] - ETA: 0s - loss: 1091.8980 - logits_profile_predictions_loss: 1019.1794 - logcount_predictions_loss: 2.8518 2444/2446 [============================>.] - ETA: 0s - loss: 1091.8662 - logits_profile_predictions_loss: 1019.1573 - logcount_predictions_loss: 2.8514 2445/2446 [============================>.] - ETA: 0s - loss: 1091.8343 - logits_profile_predictions_loss: 1019.1351 - logcount_predictions_loss: 2.8510 2446/2446 [==============================] - ETA: 0s - loss: 1091.8024 - logits_profile_predictions_loss: 1019.1130 - logcount_predictions_loss: 2.8506 2446/2446 [==============================] - 403s 162ms/step - loss: 1091.7705 - logits_profile_predictions_loss: 1019.0909 - logcount_predictions_loss: 2.8502 - val_loss: 898.6958 - val_logits_profile_predictions_loss: 877.6409 - val_logcount_predictions_loss: 0.8257 Epoch 00001: val_loss improved from inf to 898.69580, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 2/50 1/2446 [..............................] - ETA: 7:41 - loss: 955.9412 - logits_profile_predictions_loss: 934.5633 - logcount_predictions_loss: 0.8383 2/2446 [..............................] - ETA: 6:34 - loss: 916.9522 - logits_profile_predictions_loss: 897.0243 - logcount_predictions_loss: 0.7815 3/2446 [..............................] - ETA: 6:24 - loss: 932.0462 - logits_profile_predictions_loss: 911.8583 - logcount_predictions_loss: 0.7917 4/2446 [..............................] - ETA: 6:20 - loss: 933.1987 - logits_profile_predictions_loss: 913.1002 - logcount_predictions_loss: 0.7882 5/2446 [..............................] - ETA: 6:18 - loss: 933.6268 - logits_profile_predictions_loss: 913.3178 - logcount_predictions_loss: 0.7964 6/2446 [..............................] - ETA: 6:17 - loss: 934.8690 - logits_profile_predictions_loss: 914.2690 - logcount_predictions_loss: 0.8078 7/2446 [..............................] - ETA: 6:16 - loss: 935.1014 - logits_profile_predictions_loss: 914.2277 - logcount_predictions_loss: 0.8186 8/2446 [..............................] - ETA: 6:15 - loss: 932.7781 - logits_profile_predictions_loss: 911.8163 - logcount_predictions_loss: 0.8220 9/2446 [..............................] - ETA: 6:15 - loss: 930.4543 - logits_profile_predictions_loss: 909.4390 - logcount_predictions_loss: 0.8241 10/2446 [..............................] - ETA: 6:14 - loss: 929.5817 - logits_profile_predictions_loss: 908.5405 - logcount_predictions_loss: 0.8251 11/2446 [..............................] - ETA: 6:14 - loss: 930.1593 - logits_profile_predictions_loss: 909.0552 - logcount_predictions_loss: 0.8276 12/2446 [..............................] - ETA: 6:14 - loss: 931.3694 - logits_profile_predictions_loss: 910.2337 - logcount_predictions_loss: 0.8289 13/2446 [..............................] - ETA: 6:13 - loss: 931.9004 - logits_profile_predictions_loss: 910.7456 - logcount_predictions_loss: 0.8296 14/2446 [..............................] - ETA: 6:13 - loss: 932.2069 - logits_profile_predictions_loss: 911.0469 - logcount_predictions_loss: 0.8298 15/2446 [..............................] - ETA: 6:13 - loss: 932.8414 - logits_profile_predictions_loss: 911.6715 - logcount_predictions_loss: 0.8302 16/2446 [..............................] - ETA: 6:12 - loss: 933.0005 - logits_profile_predictions_loss: 911.8229 - logcount_predictions_loss: 0.8305 17/2446 [..............................] - ETA: 6:12 - loss: 933.1249 - logits_profile_predictions_loss: 911.9060 - logcount_predictions_loss: 0.8321 18/2446 [..............................] - ETA: 6:12 - loss: 933.9833 - logits_profile_predictions_loss: 912.7156 - logcount_predictions_loss: 0.8340 19/2446 [..............................] - ETA: 6:12 - loss: 934.4820 - logits_profile_predictions_loss: 913.1787 - logcount_predictions_loss: 0.8354 20/2446 [..............................] - ETA: 6:12 - loss: 934.7814 - logits_profile_predictions_loss: 913.4580 - logcount_predictions_loss: 0.8362 21/2446 [..............................] - ETA: 6:11 - loss: 935.2571 - logits_profile_predictions_loss: 913.9176 - logcount_predictions_loss: 0.8368 22/2446 [..............................] - ETA: 6:11 - loss: 935.7718 - logits_profile_predictions_loss: 914.4065 - logcount_predictions_loss: 0.8379 23/2446 [..............................] - ETA: 6:11 - loss: 936.2439 - logits_profile_predictions_loss: 914.8662 - logcount_predictions_loss: 0.8383 24/2446 [..............................] - ETA: 6:11 - loss: 936.3683 - logits_profile_predictions_loss: 914.9764 - logcount_predictions_loss: 0.8389 25/2446 [..............................] - ETA: 6:11 - loss: 936.4661 - logits_profile_predictions_loss: 915.0694 - logcount_predictions_loss: 0.8391 26/2446 [..............................] - ETA: 6:10 - loss: 936.6360 - logits_profile_predictions_loss: 915.2290 - logcount_predictions_loss: 0.8395 27/2446 [..............................] - ETA: 6:10 - loss: 936.6813 - logits_profile_predictions_loss: 915.2541 - logcount_predictions_loss: 0.8403 28/2446 [..............................] - ETA: 6:10 - loss: 936.5617 - logits_profile_predictions_loss: 915.1201 - logcount_predictions_loss: 0.8408 29/2446 [..............................] - ETA: 6:10 - loss: 936.7226 - logits_profile_predictions_loss: 915.2658 - logcount_predictions_loss: 0.8414 30/2446 [..............................] - ETA: 6:10 - loss: 936.8269 - logits_profile_predictions_loss: 915.3508 - logcount_predictions_loss: 0.8422 31/2446 [..............................] - ETA: 6:09 - loss: 936.8384 - logits_profile_predictions_loss: 915.3494 - logcount_predictions_loss: 0.8427 32/2446 [..............................] - ETA: 6:09 - loss: 936.8410 - logits_profile_predictions_loss: 915.3430 - logcount_predictions_loss: 0.8431 33/2446 [..............................] - ETA: 6:09 - loss: 936.8021 - logits_profile_predictions_loss: 915.2985 - logcount_predictions_loss: 0.8433 34/2446 [..............................] - ETA: 6:09 - loss: 936.8126 - logits_profile_predictions_loss: 915.3012 - logcount_predictions_loss: 0.8436 35/2446 [..............................] - ETA: 6:09 - loss: 936.8078 - logits_profile_predictions_loss: 915.2945 - logcount_predictions_loss: 0.8437 36/2446 [..............................] - ETA: 6:08 - loss: 936.8601 - logits_profile_predictions_loss: 915.3414 - logcount_predictions_loss: 0.8439 37/2446 [..............................] - ETA: 6:08 - loss: 936.9507 - logits_profile_predictions_loss: 915.4271 - logcount_predictions_loss: 0.8441 38/2446 [..............................] - ETA: 6:08 - loss: 936.9556 - logits_profile_predictions_loss: 915.4267 - logcount_predictions_loss: 0.8443 39/2446 [..............................] - ETA: 6:08 - loss: 937.0020 - logits_profile_predictions_loss: 915.4692 - logcount_predictions_loss: 0.8444 40/2446 [..............................] - ETA: 6:08 - loss: 936.9486 - logits_profile_predictions_loss: 915.4170 - logcount_predictions_loss: 0.8444 41/2446 [..............................] - ETA: 6:08 - loss: 936.9129 - 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[..............................] - ETA: 6:06 - loss: 936.7059 - logits_profile_predictions_loss: 915.1592 - logcount_predictions_loss: 0.8450 49/2446 [..............................] - ETA: 6:06 - loss: 936.8299 - logits_profile_predictions_loss: 915.2778 - logcount_predictions_loss: 0.8452 50/2446 [..............................] - ETA: 6:06 - loss: 936.9869 - logits_profile_predictions_loss: 915.4289 - logcount_predictions_loss: 0.8454 51/2446 [..............................] - ETA: 6:06 - loss: 937.0594 - logits_profile_predictions_loss: 915.4989 - logcount_predictions_loss: 0.8455 52/2446 [..............................] - ETA: 6:06 - loss: 937.1658 - logits_profile_predictions_loss: 915.6014 - logcount_predictions_loss: 0.8457 53/2446 [..............................] - ETA: 6:06 - loss: 937.3257 - logits_profile_predictions_loss: 915.7567 - logcount_predictions_loss: 0.8458 54/2446 [..............................] - ETA: 6:06 - loss: 937.4727 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 914.9887 - logcount_predictions_loss: 0.8486 342/2446 [===>..........................] - ETA: 5:21 - loss: 936.6304 - logits_profile_predictions_loss: 914.9927 - logcount_predictions_loss: 0.8485 343/2446 [===>..........................] - ETA: 5:21 - loss: 936.6336 - logits_profile_predictions_loss: 914.9967 - logcount_predictions_loss: 0.8485 344/2446 [===>..........................] - ETA: 5:21 - loss: 936.6372 - logits_profile_predictions_loss: 915.0010 - logcount_predictions_loss: 0.8485 345/2446 [===>..........................] - ETA: 5:21 - loss: 936.6401 - logits_profile_predictions_loss: 915.0046 - logcount_predictions_loss: 0.8485 346/2446 [===>..........................] - ETA: 5:21 - loss: 936.6426 - logits_profile_predictions_loss: 915.0079 - logcount_predictions_loss: 0.8484 347/2446 [===>..........................] - ETA: 5:21 - loss: 936.6445 - logits_profile_predictions_loss: 915.0105 - logcount_predictions_loss: 0.8484 348/2446 [===>..........................] - ETA: 5:20 - loss: 936.6449 - logits_profile_predictions_loss: 915.0116 - logcount_predictions_loss: 0.8484 349/2446 [===>..........................] - ETA: 5:20 - loss: 936.6474 - logits_profile_predictions_loss: 915.0148 - logcount_predictions_loss: 0.8483 350/2446 [===>..........................] - ETA: 5:20 - loss: 936.6485 - logits_profile_predictions_loss: 915.0167 - logcount_predictions_loss: 0.8483 351/2446 [===>..........................] - ETA: 5:20 - loss: 936.6496 - logits_profile_predictions_loss: 915.0184 - logcount_predictions_loss: 0.8483 352/2446 [===>..........................] - ETA: 5:20 - loss: 936.6499 - logits_profile_predictions_loss: 915.0195 - logcount_predictions_loss: 0.8483 353/2446 [===>..........................] - ETA: 5:20 - loss: 936.6498 - logits_profile_predictions_loss: 915.0201 - logcount_predictions_loss: 0.8482 354/2446 [===>..........................] - ETA: 5:19 - loss: 936.6491 - logits_profile_predictions_loss: 915.0201 - logcount_predictions_loss: 0.8482 355/2446 [===>..........................] - ETA: 5:19 - loss: 936.6474 - logits_profile_predictions_loss: 915.0192 - logcount_predictions_loss: 0.8482 356/2446 [===>..........................] - ETA: 5:19 - loss: 936.6466 - logits_profile_predictions_loss: 915.0191 - logcount_predictions_loss: 0.8481 357/2446 [===>..........................] - ETA: 5:19 - loss: 936.6451 - logits_profile_predictions_loss: 915.0183 - logcount_predictions_loss: 0.8481 358/2446 [===>..........................] - ETA: 5:19 - loss: 936.6440 - logits_profile_predictions_loss: 915.0179 - logcount_predictions_loss: 0.8481 359/2446 [===>..........................] - ETA: 5:19 - loss: 936.6426 - logits_profile_predictions_loss: 915.0173 - logcount_predictions_loss: 0.8481 360/2446 [===>..........................] - ETA: 5:19 - loss: 936.6405 - logits_profile_predictions_loss: 915.0159 - logcount_predictions_loss: 0.8480 361/2446 [===>..........................] - ETA: 5:18 - loss: 936.6379 - logits_profile_predictions_loss: 915.0140 - logcount_predictions_loss: 0.8480 362/2446 [===>..........................] - ETA: 5:18 - loss: 936.6348 - logits_profile_predictions_loss: 915.0118 - logcount_predictions_loss: 0.8480 363/2446 [===>..........................] - ETA: 5:18 - loss: 936.6317 - logits_profile_predictions_loss: 915.0094 - logcount_predictions_loss: 0.8479 364/2446 [===>..........................] - ETA: 5:18 - loss: 936.6286 - logits_profile_predictions_loss: 915.0071 - logcount_predictions_loss: 0.8479 365/2446 [===>..........................] - ETA: 5:18 - loss: 936.6250 - logits_profile_predictions_loss: 915.0043 - logcount_predictions_loss: 0.8479 366/2446 [===>..........................] - ETA: 5:18 - loss: 936.6197 - logits_profile_predictions_loss: 914.9997 - logcount_predictions_loss: 0.8478 367/2446 [===>..........................] - ETA: 5:17 - loss: 936.6141 - logits_profile_predictions_loss: 914.9949 - logcount_predictions_loss: 0.8478 368/2446 [===>..........................] - ETA: 5:17 - loss: 936.6084 - logits_profile_predictions_loss: 914.9900 - logcount_predictions_loss: 0.8478 369/2446 [===>..........................] - ETA: 5:17 - loss: 936.6010 - logits_profile_predictions_loss: 914.9834 - logcount_predictions_loss: 0.8478 370/2446 [===>..........................] - ETA: 5:17 - loss: 936.5944 - logits_profile_predictions_loss: 914.9776 - logcount_predictions_loss: 0.8477 371/2446 [===>..........................] - ETA: 5:17 - loss: 936.5877 - logits_profile_predictions_loss: 914.9717 - logcount_predictions_loss: 0.8477 372/2446 [===>..........................] - ETA: 5:17 - loss: 936.5803 - logits_profile_predictions_loss: 914.9651 - logcount_predictions_loss: 0.8477 373/2446 [===>..........................] - ETA: 5:17 - loss: 936.5735 - logits_profile_predictions_loss: 914.9591 - logcount_predictions_loss: 0.8476 374/2446 [===>..........................] - ETA: 5:16 - loss: 936.5673 - logits_profile_predictions_loss: 914.9537 - logcount_predictions_loss: 0.8476 375/2446 [===>..........................] - ETA: 5:16 - loss: 936.5599 - logits_profile_predictions_loss: 914.9472 - logcount_predictions_loss: 0.8476 376/2446 [===>..........................] - ETA: 5:16 - loss: 936.5533 - logits_profile_predictions_loss: 914.9415 - logcount_predictions_loss: 0.8475 377/2446 [===>..........................] - ETA: 5:16 - loss: 936.5462 - logits_profile_predictions_loss: 914.9353 - logcount_predictions_loss: 0.8475 378/2446 [===>..........................] - ETA: 5:16 - loss: 936.5405 - logits_profile_predictions_loss: 914.9304 - logcount_predictions_loss: 0.8475 379/2446 [===>..........................] - ETA: 5:16 - loss: 936.5347 - logits_profile_predictions_loss: 914.9254 - logcount_predictions_loss: 0.8474 380/2446 [===>..........................] - ETA: 5:15 - loss: 936.5283 - logits_profile_predictions_loss: 914.9199 - logcount_predictions_loss: 0.8474 381/2446 [===>..........................] - ETA: 5:15 - loss: 936.5219 - logits_profile_predictions_loss: 914.9144 - logcount_predictions_loss: 0.8474 382/2446 [===>..........................] - ETA: 5:15 - loss: 936.5150 - logits_profile_predictions_loss: 914.9083 - logcount_predictions_loss: 0.8473 383/2446 [===>..........................] - ETA: 5:15 - loss: 936.5081 - logits_profile_predictions_loss: 914.9023 - logcount_predictions_loss: 0.8473 384/2446 [===>..........................] - ETA: 5:15 - loss: 936.5012 - logits_profile_predictions_loss: 914.8962 - logcount_predictions_loss: 0.8473 385/2446 [===>..........................] - ETA: 5:15 - loss: 936.4933 - logits_profile_predictions_loss: 914.8891 - logcount_predictions_loss: 0.8472 386/2446 [===>..........................] - ETA: 5:15 - loss: 936.4851 - logits_profile_predictions_loss: 914.8817 - logcount_predictions_loss: 0.8472 387/2446 [===>..........................] - ETA: 5:14 - loss: 936.4767 - logits_profile_predictions_loss: 914.8742 - logcount_predictions_loss: 0.8472 388/2446 [===>..........................] - ETA: 5:14 - loss: 936.4677 - logits_profile_predictions_loss: 914.8659 - logcount_predictions_loss: 0.8471 389/2446 [===>..........................] - ETA: 5:14 - loss: 936.4596 - logits_profile_predictions_loss: 914.8586 - logcount_predictions_loss: 0.8471 390/2446 [===>..........................] - ETA: 5:14 - loss: 936.4522 - logits_profile_predictions_loss: 914.8520 - logcount_predictions_loss: 0.8471 391/2446 [===>..........................] - ETA: 5:14 - loss: 936.4453 - logits_profile_predictions_loss: 914.8459 - logcount_predictions_loss: 0.8470 392/2446 [===>..........................] - ETA: 5:14 - loss: 936.4381 - logits_profile_predictions_loss: 914.8395 - logcount_predictions_loss: 0.8470 393/2446 [===>..........................] - ETA: 5:14 - loss: 936.4309 - logits_profile_predictions_loss: 914.8330 - logcount_predictions_loss: 0.8470 394/2446 [===>..........................] - ETA: 5:13 - loss: 936.4225 - logits_profile_predictions_loss: 914.8254 - logcount_predictions_loss: 0.8469 395/2446 [===>..........................] - ETA: 5:13 - loss: 936.4134 - logits_profile_predictions_loss: 914.8171 - logcount_predictions_loss: 0.8469 396/2446 [===>..........................] - ETA: 5:13 - loss: 936.4045 - logits_profile_predictions_loss: 914.8089 - logcount_predictions_loss: 0.8469 397/2446 [===>..........................] - ETA: 5:13 - loss: 936.3953 - logits_profile_predictions_loss: 914.8005 - logcount_predictions_loss: 0.8469 398/2446 [===>..........................] - ETA: 5:13 - loss: 936.3861 - logits_profile_predictions_loss: 914.7920 - logcount_predictions_loss: 0.8468 399/2446 [===>..........................] - ETA: 5:13 - loss: 936.3776 - logits_profile_predictions_loss: 914.7842 - logcount_predictions_loss: 0.8468 400/2446 [===>..........................] - ETA: 5:12 - loss: 936.3687 - logits_profile_predictions_loss: 914.7760 - logcount_predictions_loss: 0.8468 401/2446 [===>..........................] - ETA: 5:12 - loss: 936.3604 - logits_profile_predictions_loss: 914.7683 - logcount_predictions_loss: 0.8468 402/2446 [===>..........................] - ETA: 5:12 - loss: 936.3521 - logits_profile_predictions_loss: 914.7606 - logcount_predictions_loss: 0.8467 403/2446 [===>..........................] - ETA: 5:12 - loss: 936.3430 - logits_profile_predictions_loss: 914.7523 - logcount_predictions_loss: 0.8467 404/2446 [===>..........................] - ETA: 5:12 - loss: 936.3348 - logits_profile_predictions_loss: 914.7447 - logcount_predictions_loss: 0.8467 405/2446 [===>..........................] - ETA: 5:12 - loss: 936.3258 - logits_profile_predictions_loss: 914.7365 - logcount_predictions_loss: 0.8466 406/2446 [===>..........................] - ETA: 5:12 - loss: 936.3174 - logits_profile_predictions_loss: 914.7288 - logcount_predictions_loss: 0.8466 407/2446 [===>..........................] - ETA: 5:11 - loss: 936.3087 - logits_profile_predictions_loss: 914.7209 - logcount_predictions_loss: 0.8466 408/2446 [====>.........................] - ETA: 5:11 - loss: 936.2992 - logits_profile_predictions_loss: 914.7122 - logcount_predictions_loss: 0.8466 409/2446 [====>.........................] - ETA: 5:11 - loss: 936.2889 - logits_profile_predictions_loss: 914.7027 - logcount_predictions_loss: 0.8465 410/2446 [====>.........................] - ETA: 5:11 - loss: 936.2791 - logits_profile_predictions_loss: 914.6937 - logcount_predictions_loss: 0.8465 411/2446 [====>.........................] - ETA: 5:11 - loss: 936.2685 - logits_profile_predictions_loss: 914.6840 - logcount_predictions_loss: 0.8465 412/2446 [====>.........................] - ETA: 5:11 - loss: 936.2578 - logits_profile_predictions_loss: 914.6741 - logcount_predictions_loss: 0.8464 413/2446 [====>.........................] - ETA: 5:10 - loss: 936.2476 - logits_profile_predictions_loss: 914.6648 - logcount_predictions_loss: 0.8464 414/2446 [====>.........................] - ETA: 5:10 - loss: 936.2367 - logits_profile_predictions_loss: 914.6547 - logcount_predictions_loss: 0.8464 415/2446 [====>.........................] - ETA: 5:10 - loss: 936.2264 - logits_profile_predictions_loss: 914.6453 - logcount_predictions_loss: 0.8463 416/2446 [====>.........................] - ETA: 5:10 - loss: 936.2161 - logits_profile_predictions_loss: 914.6359 - logcount_predictions_loss: 0.8463 417/2446 [====>.........................] - ETA: 5:10 - loss: 936.2058 - logits_profile_predictions_loss: 914.6265 - logcount_predictions_loss: 0.8462 418/2446 [====>.........................] - ETA: 5:10 - loss: 936.1964 - logits_profile_predictions_loss: 914.6180 - logcount_predictions_loss: 0.8462 419/2446 [====>.........................] - ETA: 5:10 - loss: 936.1877 - logits_profile_predictions_loss: 914.6102 - logcount_predictions_loss: 0.8462 420/2446 [====>.........................] - ETA: 5:09 - loss: 936.1794 - logits_profile_predictions_loss: 914.6029 - logcount_predictions_loss: 0.8461 421/2446 [====>.........................] - ETA: 5:09 - loss: 936.1717 - logits_profile_predictions_loss: 914.5959 - logcount_predictions_loss: 0.8461 422/2446 [====>.........................] - ETA: 5:09 - loss: 936.1642 - logits_profile_predictions_loss: 914.5893 - logcount_predictions_loss: 0.8461 423/2446 [====>.........................] - ETA: 5:09 - loss: 936.1572 - logits_profile_predictions_loss: 914.5832 - logcount_predictions_loss: 0.8460 424/2446 [====>.........................] - ETA: 5:09 - loss: 936.1509 - logits_profile_predictions_loss: 914.5777 - logcount_predictions_loss: 0.8460 425/2446 [====>.........................] - ETA: 5:09 - loss: 936.1452 - logits_profile_predictions_loss: 914.5728 - logcount_predictions_loss: 0.8460 426/2446 [====>.........................] - ETA: 5:08 - loss: 936.1396 - logits_profile_predictions_loss: 914.5680 - logcount_predictions_loss: 0.8459 427/2446 [====>.........................] - ETA: 5:08 - loss: 936.1333 - logits_profile_predictions_loss: 914.5625 - logcount_predictions_loss: 0.8459 428/2446 [====>.........................] - ETA: 5:08 - loss: 936.1266 - logits_profile_predictions_loss: 914.5567 - logcount_predictions_loss: 0.8459 429/2446 [====>.........................] - ETA: 5:08 - loss: 936.1198 - logits_profile_predictions_loss: 914.5508 - logcount_predictions_loss: 0.8458 430/2446 [====>.........................] - ETA: 5:08 - loss: 936.1142 - logits_profile_predictions_loss: 914.5460 - logcount_predictions_loss: 0.8458 431/2446 [====>.........................] - ETA: 5:08 - loss: 936.1083 - logits_profile_predictions_loss: 914.5410 - logcount_predictions_loss: 0.8458 432/2446 [====>.........................] - ETA: 5:08 - loss: 936.1032 - logits_profile_predictions_loss: 914.5367 - logcount_predictions_loss: 0.8457 433/2446 [====>.........................] - ETA: 5:07 - loss: 936.0976 - logits_profile_predictions_loss: 914.5320 - logcount_predictions_loss: 0.8457 434/2446 [====>.........................] - ETA: 5:07 - loss: 936.0912 - logits_profile_predictions_loss: 914.5266 - logcount_predictions_loss: 0.8457 435/2446 [====>.........................] - ETA: 5:07 - loss: 936.0840 - logits_profile_predictions_loss: 914.5203 - logcount_predictions_loss: 0.8456 436/2446 [====>.........................] - ETA: 5:07 - loss: 936.0780 - logits_profile_predictions_loss: 914.5151 - logcount_predictions_loss: 0.8456 437/2446 [====>.........................] - ETA: 5:07 - loss: 936.0724 - logits_profile_predictions_loss: 914.5104 - logcount_predictions_loss: 0.8456 438/2446 [====>.........................] - ETA: 5:07 - loss: 936.0668 - logits_profile_predictions_loss: 914.5057 - logcount_predictions_loss: 0.8455 439/2446 [====>.........................] - ETA: 5:06 - loss: 936.0607 - logits_profile_predictions_loss: 914.5005 - logcount_predictions_loss: 0.8455 440/2446 [====>.........................] - ETA: 5:06 - loss: 936.0552 - logits_profile_predictions_loss: 914.4958 - logcount_predictions_loss: 0.8455 441/2446 [====>.........................] - ETA: 5:06 - loss: 936.0502 - logits_profile_predictions_loss: 914.4917 - logcount_predictions_loss: 0.8454 442/2446 [====>.........................] - ETA: 5:06 - loss: 936.0460 - logits_profile_predictions_loss: 914.4883 - logcount_predictions_loss: 0.8454 443/2446 [====>.........................] - ETA: 5:06 - loss: 936.0414 - logits_profile_predictions_loss: 914.4845 - logcount_predictions_loss: 0.8454 444/2446 [====>.........................] - ETA: 5:06 - loss: 936.0357 - logits_profile_predictions_loss: 914.4796 - logcount_predictions_loss: 0.8453 445/2446 [====>.........................] - ETA: 5:06 - loss: 936.0301 - logits_profile_predictions_loss: 914.4749 - logcount_predictions_loss: 0.8453 446/2446 [====>.........................] - ETA: 5:05 - loss: 936.0248 - logits_profile_predictions_loss: 914.4704 - logcount_predictions_loss: 0.8453 447/2446 [====>.........................] - ETA: 5:05 - loss: 936.0190 - logits_profile_predictions_loss: 914.4653 - logcount_predictions_loss: 0.8452 448/2446 [====>.........................] - ETA: 5:05 - loss: 936.0130 - logits_profile_predictions_loss: 914.4602 - logcount_predictions_loss: 0.8452 449/2446 [====>.........................] - ETA: 5:05 - loss: 936.0073 - logits_profile_predictions_loss: 914.4552 - logcount_predictions_loss: 0.8452 450/2446 [====>.........................] - ETA: 5:05 - loss: 936.0014 - logits_profile_predictions_loss: 914.4501 - logcount_predictions_loss: 0.8452 451/2446 [====>.........................] - ETA: 5:05 - loss: 935.9955 - logits_profile_predictions_loss: 914.4449 - logcount_predictions_loss: 0.8451 452/2446 [====>.........................] - ETA: 5:04 - loss: 935.9891 - logits_profile_predictions_loss: 914.4391 - logcount_predictions_loss: 0.8451 453/2446 [====>.........................] - ETA: 5:04 - loss: 935.9830 - logits_profile_predictions_loss: 914.4337 - logcount_predictions_loss: 0.8451 454/2446 [====>.........................] - ETA: 5:04 - loss: 935.9770 - logits_profile_predictions_loss: 914.4283 - logcount_predictions_loss: 0.8450 455/2446 [====>.........................] - ETA: 5:04 - loss: 935.9710 - logits_profile_predictions_loss: 914.4230 - logcount_predictions_loss: 0.8450 456/2446 [====>.........................] - ETA: 5:04 - loss: 935.9652 - logits_profile_predictions_loss: 914.4179 - logcount_predictions_loss: 0.8450 457/2446 [====>.........................] - ETA: 5:04 - loss: 935.9594 - logits_profile_predictions_loss: 914.4126 - logcount_predictions_loss: 0.8450 458/2446 [====>.........................] - ETA: 5:04 - loss: 935.9533 - logits_profile_predictions_loss: 914.4072 - logcount_predictions_loss: 0.8449 459/2446 [====>.........................] - ETA: 5:03 - loss: 935.9474 - logits_profile_predictions_loss: 914.4020 - logcount_predictions_loss: 0.8449 460/2446 [====>.........................] - ETA: 5:03 - loss: 935.9411 - logits_profile_predictions_loss: 914.3963 - logcount_predictions_loss: 0.8449 461/2446 [====>.........................] - ETA: 5:03 - loss: 935.9337 - logits_profile_predictions_loss: 914.3897 - logcount_predictions_loss: 0.8449 462/2446 [====>.........................] - ETA: 5:03 - loss: 935.9268 - logits_profile_predictions_loss: 914.3835 - logcount_predictions_loss: 0.8448 463/2446 [====>.........................] - ETA: 5:03 - loss: 935.9197 - logits_profile_predictions_loss: 914.3770 - logcount_predictions_loss: 0.8448 464/2446 [====>.........................] - ETA: 5:03 - loss: 935.9114 - logits_profile_predictions_loss: 914.3695 - logcount_predictions_loss: 0.8448 465/2446 [====>.........................] - ETA: 5:03 - loss: 935.9035 - logits_profile_predictions_loss: 914.3622 - logcount_predictions_loss: 0.8448 466/2446 [====>.........................] - ETA: 5:02 - loss: 935.8962 - logits_profile_predictions_loss: 914.3556 - logcount_predictions_loss: 0.8447 467/2446 [====>.........................] - ETA: 5:02 - loss: 935.8902 - logits_profile_predictions_loss: 914.3502 - logcount_predictions_loss: 0.8447 468/2446 [====>.........................] - ETA: 5:02 - loss: 935.8840 - logits_profile_predictions_loss: 914.3448 - logcount_predictions_loss: 0.8447 469/2446 [====>.........................] - ETA: 5:02 - loss: 935.8784 - logits_profile_predictions_loss: 914.3398 - logcount_predictions_loss: 0.8447 470/2446 [====>.........................] - ETA: 5:02 - loss: 935.8725 - logits_profile_predictions_loss: 914.3345 - logcount_predictions_loss: 0.8446 471/2446 [====>.........................] - ETA: 5:02 - loss: 935.8665 - 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[============================>.] - ETA: 0s - loss: 926.9074 - logits_profile_predictions_loss: 905.8173 - logcount_predictions_loss: 0.8271 2443/2446 [============================>.] - ETA: 0s - loss: 926.9024 - logits_profile_predictions_loss: 905.8125 - logcount_predictions_loss: 0.8270 2444/2446 [============================>.] - ETA: 0s - loss: 926.8975 - logits_profile_predictions_loss: 905.8078 - logcount_predictions_loss: 0.8270 2445/2446 [============================>.] - ETA: 0s - loss: 926.8925 - logits_profile_predictions_loss: 905.8030 - logcount_predictions_loss: 0.8270 2446/2446 [==============================] - ETA: 0s - loss: 926.8877 - logits_profile_predictions_loss: 905.7983 - logcount_predictions_loss: 0.8270 2446/2446 [==============================] - 392s 160ms/step - loss: 926.8828 - logits_profile_predictions_loss: 905.7936 - logcount_predictions_loss: 0.8270 - val_loss: 878.9399 - val_logits_profile_predictions_loss: 860.2136 - val_logcount_predictions_loss: 0.7344 Epoch 00002: val_loss improved from 898.69580 to 878.93988, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 3/50 1/2446 [..............................] - ETA: 7:38 - loss: 805.1776 - logits_profile_predictions_loss: 790.8247 - logcount_predictions_loss: 0.5629 2/2446 [..............................] - ETA: 6:27 - loss: 815.3163 - logits_profile_predictions_loss: 798.8260 - logcount_predictions_loss: 0.6467 3/2446 [..............................] - ETA: 6:20 - loss: 820.7141 - logits_profile_predictions_loss: 803.0871 - logcount_predictions_loss: 0.6913 4/2446 [..............................] - ETA: 6:17 - loss: 823.8389 - logits_profile_predictions_loss: 805.4423 - logcount_predictions_loss: 0.7214 5/2446 [..............................] - ETA: 6:16 - loss: 827.3713 - logits_profile_predictions_loss: 808.7120 - logcount_predictions_loss: 0.7317 6/2446 [..............................] - ETA: 6:15 - loss: 828.7817 - logits_profile_predictions_loss: 809.9485 - logcount_predictions_loss: 0.7386 7/2446 [..............................] - ETA: 6:14 - loss: 831.3512 - logits_profile_predictions_loss: 812.4317 - logcount_predictions_loss: 0.7419 8/2446 [..............................] - ETA: 6:14 - loss: 835.5671 - logits_profile_predictions_loss: 816.6293 - logcount_predictions_loss: 0.7427 9/2446 [..............................] - ETA: 6:14 - loss: 837.4518 - logits_profile_predictions_loss: 818.5665 - logcount_predictions_loss: 0.7406 10/2446 [..............................] - ETA: 6:13 - loss: 842.2703 - logits_profile_predictions_loss: 823.4309 - logcount_predictions_loss: 0.7388 11/2446 [..............................] - ETA: 6:13 - loss: 846.2786 - logits_profile_predictions_loss: 827.3806 - logcount_predictions_loss: 0.7411 12/2446 [..............................] - ETA: 6:13 - loss: 848.8525 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 5:10 - loss: 903.8828 - logits_profile_predictions_loss: 883.2644 - logcount_predictions_loss: 0.8086 418/2446 [====>.........................] - ETA: 5:10 - loss: 903.8818 - logits_profile_predictions_loss: 883.2642 - logcount_predictions_loss: 0.8085 419/2446 [====>.........................] - ETA: 5:09 - loss: 903.8817 - logits_profile_predictions_loss: 883.2650 - logcount_predictions_loss: 0.8085 420/2446 [====>.........................] - ETA: 5:09 - loss: 903.8810 - logits_profile_predictions_loss: 883.2652 - logcount_predictions_loss: 0.8085 421/2446 [====>.........................] - ETA: 5:09 - loss: 903.8799 - logits_profile_predictions_loss: 883.2651 - logcount_predictions_loss: 0.8084 422/2446 [====>.........................] - ETA: 5:09 - loss: 903.8782 - logits_profile_predictions_loss: 883.2643 - logcount_predictions_loss: 0.8084 423/2446 [====>.........................] - ETA: 5:09 - loss: 903.8772 - 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[==============================] - ETA: 0s - loss: 899.7063 - logits_profile_predictions_loss: 879.8406 - logcount_predictions_loss: 0.7791 2446/2446 [==============================] - 392s 160ms/step - loss: 899.7046 - logits_profile_predictions_loss: 879.8391 - logcount_predictions_loss: 0.7790 - val_loss: 870.4952 - val_logits_profile_predictions_loss: 852.3488 - val_logcount_predictions_loss: 0.7117 Epoch 00003: val_loss improved from 878.93988 to 870.49524, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 4/50 1/2446 [..............................] - ETA: 7:40 - loss: 785.0402 - logits_profile_predictions_loss: 765.2603 - logcount_predictions_loss: 0.7757 2/2446 [..............................] - ETA: 6:18 - loss: 839.0587 - logits_profile_predictions_loss: 819.9719 - logcount_predictions_loss: 0.7485 3/2446 [..............................] - ETA: 6:16 - loss: 857.7654 - 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logits_profile_predictions_loss: 862.4122 - logcount_predictions_loss: 0.7223 2444/2446 [============================>.] - ETA: 0s - loss: 880.8297 - logits_profile_predictions_loss: 862.4120 - logcount_predictions_loss: 0.7223 2445/2446 [============================>.] - ETA: 0s - loss: 880.8293 - logits_profile_predictions_loss: 862.4118 - logcount_predictions_loss: 0.7223 2446/2446 [==============================] - ETA: 0s - loss: 880.8289 - logits_profile_predictions_loss: 862.4116 - logcount_predictions_loss: 0.7222 2446/2446 [==============================] - 391s 160ms/step - loss: 880.8286 - logits_profile_predictions_loss: 862.4113 - logcount_predictions_loss: 0.7222 - val_loss: 855.1123 - val_logits_profile_predictions_loss: 838.1868 - val_logcount_predictions_loss: 0.6637 Epoch 00004: val_loss improved from 870.49524 to 855.11230, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 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[..............................] - ETA: 6:11 - loss: 787.8679 - logits_profile_predictions_loss: 771.3907 - logcount_predictions_loss: 0.6462 15/2446 [..............................] - ETA: 6:11 - loss: 791.0285 - logits_profile_predictions_loss: 774.5753 - logcount_predictions_loss: 0.6452 16/2446 [..............................] - ETA: 6:11 - loss: 793.9986 - logits_profile_predictions_loss: 777.5544 - logcount_predictions_loss: 0.6449 17/2446 [..............................] - ETA: 6:11 - loss: 796.6631 - logits_profile_predictions_loss: 780.2402 - logcount_predictions_loss: 0.6440 18/2446 [..............................] - ETA: 6:11 - loss: 799.2809 - logits_profile_predictions_loss: 782.8729 - logcount_predictions_loss: 0.6434 19/2446 [..............................] - ETA: 6:10 - loss: 801.6374 - logits_profile_predictions_loss: 785.2369 - logcount_predictions_loss: 0.6432 20/2446 [..............................] - ETA: 6:10 - loss: 804.0633 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:07 - loss: 832.8293 - logits_profile_predictions_loss: 816.3370 - logcount_predictions_loss: 0.6468 48/2446 [..............................] - ETA: 6:07 - loss: 833.5126 - logits_profile_predictions_loss: 817.0176 - logcount_predictions_loss: 0.6469 49/2446 [..............................] - ETA: 6:07 - loss: 834.1130 - logits_profile_predictions_loss: 817.6165 - logcount_predictions_loss: 0.6469 50/2446 [..............................] - ETA: 6:06 - loss: 834.6562 - logits_profile_predictions_loss: 818.1595 - logcount_predictions_loss: 0.6469 51/2446 [..............................] - ETA: 6:06 - loss: 835.1446 - logits_profile_predictions_loss: 818.6492 - logcount_predictions_loss: 0.6469 52/2446 [..............................] - ETA: 6:06 - loss: 835.5689 - logits_profile_predictions_loss: 819.0765 - logcount_predictions_loss: 0.6468 53/2446 [..............................] - ETA: 6:06 - loss: 836.0024 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:01 - loss: 846.6894 - logits_profile_predictions_loss: 830.1656 - logcount_predictions_loss: 0.6480 81/2446 [..............................] - ETA: 6:01 - loss: 846.9873 - logits_profile_predictions_loss: 830.4623 - logcount_predictions_loss: 0.6480 82/2446 [>.............................] - ETA: 6:01 - loss: 847.2701 - logits_profile_predictions_loss: 830.7448 - logcount_predictions_loss: 0.6481 83/2446 [>.............................] - ETA: 6:01 - loss: 847.5294 - logits_profile_predictions_loss: 831.0037 - logcount_predictions_loss: 0.6481 84/2446 [>.............................] - ETA: 6:01 - loss: 847.8193 - logits_profile_predictions_loss: 831.2935 - logcount_predictions_loss: 0.6481 85/2446 [>.............................] - ETA: 6:01 - loss: 848.1371 - logits_profile_predictions_loss: 831.6115 - logcount_predictions_loss: 0.6481 86/2446 [>.............................] - ETA: 6:00 - loss: 848.4530 - logits_profile_predictions_loss: 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[============================>.] - ETA: 10s - loss: 870.1238 - logits_profile_predictions_loss: 852.6773 - logcount_predictions_loss: 0.6842 2376/2446 [============================>.] - ETA: 10s - loss: 870.1240 - logits_profile_predictions_loss: 852.6775 - logcount_predictions_loss: 0.6842 2377/2446 [============================>.] - ETA: 10s - loss: 870.1242 - logits_profile_predictions_loss: 852.6778 - logcount_predictions_loss: 0.6842 2378/2446 [============================>.] - ETA: 10s - loss: 870.1244 - logits_profile_predictions_loss: 852.6780 - logcount_predictions_loss: 0.6842 2379/2446 [============================>.] - ETA: 10s - loss: 870.1245 - logits_profile_predictions_loss: 852.6782 - logcount_predictions_loss: 0.6842 2380/2446 [============================>.] - ETA: 10s - loss: 870.1247 - logits_profile_predictions_loss: 852.6784 - logcount_predictions_loss: 0.6842 2381/2446 [============================>.] - ETA: 9s - loss: 870.1249 - logits_profile_predictions_loss: 852.6786 - logcount_predictions_loss: 0.6842  2382/2446 [============================>.] - ETA: 9s - loss: 870.1250 - logits_profile_predictions_loss: 852.6788 - logcount_predictions_loss: 0.6842 2383/2446 [============================>.] - ETA: 9s - loss: 870.1252 - logits_profile_predictions_loss: 852.6790 - logcount_predictions_loss: 0.6842 2384/2446 [============================>.] - ETA: 9s - loss: 870.1253 - logits_profile_predictions_loss: 852.6792 - logcount_predictions_loss: 0.6841 2385/2446 [============================>.] - ETA: 9s - loss: 870.1255 - logits_profile_predictions_loss: 852.6794 - logcount_predictions_loss: 0.6841 2386/2446 [============================>.] - ETA: 9s - loss: 870.1256 - logits_profile_predictions_loss: 852.6795 - logcount_predictions_loss: 0.6841 2387/2446 [============================>.] - ETA: 9s - loss: 870.1257 - logits_profile_predictions_loss: 852.6797 - logcount_predictions_loss: 0.6841 2388/2446 [============================>.] - ETA: 8s - 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2395/2446 [============================>.] - ETA: 7s - loss: 870.1268 - logits_profile_predictions_loss: 852.6811 - logcount_predictions_loss: 0.6841 2396/2446 [============================>.] - ETA: 7s - loss: 870.1270 - logits_profile_predictions_loss: 852.6813 - logcount_predictions_loss: 0.6841 2397/2446 [============================>.] - ETA: 7s - loss: 870.1271 - logits_profile_predictions_loss: 852.6815 - logcount_predictions_loss: 0.6841 2398/2446 [============================>.] - ETA: 7s - loss: 870.1272 - logits_profile_predictions_loss: 852.6817 - logcount_predictions_loss: 0.6841 2399/2446 [============================>.] - ETA: 7s - loss: 870.1274 - logits_profile_predictions_loss: 852.6819 - logcount_predictions_loss: 0.6841 2400/2446 [============================>.] - ETA: 7s - loss: 870.1276 - logits_profile_predictions_loss: 852.6821 - logcount_predictions_loss: 0.6841 2401/2446 [============================>.] - ETA: 6s - loss: 870.1277 - logits_profile_predictions_loss: 852.6823 - logcount_predictions_loss: 0.6841 2402/2446 [============================>.] - ETA: 6s - loss: 870.1279 - logits_profile_predictions_loss: 852.6825 - logcount_predictions_loss: 0.6841 2403/2446 [============================>.] - ETA: 6s - loss: 870.1280 - logits_profile_predictions_loss: 852.6827 - logcount_predictions_loss: 0.6841 2404/2446 [============================>.] - ETA: 6s - loss: 870.1282 - logits_profile_predictions_loss: 852.6829 - logcount_predictions_loss: 0.6841 2405/2446 [============================>.] - ETA: 6s - loss: 870.1284 - logits_profile_predictions_loss: 852.6832 - logcount_predictions_loss: 0.6841 2406/2446 [============================>.] - ETA: 6s - loss: 870.1286 - logits_profile_predictions_loss: 852.6834 - logcount_predictions_loss: 0.6841 2407/2446 [============================>.] - ETA: 5s - loss: 870.1288 - logits_profile_predictions_loss: 852.6837 - logcount_predictions_loss: 0.6841 2408/2446 [============================>.] - ETA: 5s - loss: 870.1290 - logits_profile_predictions_loss: 852.6839 - logcount_predictions_loss: 0.6841 2409/2446 [============================>.] - ETA: 5s - loss: 870.1292 - logits_profile_predictions_loss: 852.6842 - logcount_predictions_loss: 0.6841 2410/2446 [============================>.] - ETA: 5s - loss: 870.1294 - logits_profile_predictions_loss: 852.6844 - logcount_predictions_loss: 0.6841 2411/2446 [============================>.] - ETA: 5s - loss: 870.1296 - logits_profile_predictions_loss: 852.6846 - logcount_predictions_loss: 0.6841 2412/2446 [============================>.] - ETA: 5s - loss: 870.1298 - logits_profile_predictions_loss: 852.6848 - logcount_predictions_loss: 0.6841 2413/2446 [============================>.] - ETA: 5s - loss: 870.1300 - logits_profile_predictions_loss: 852.6851 - logcount_predictions_loss: 0.6841 2414/2446 [============================>.] - ETA: 4s - loss: 870.1301 - logits_profile_predictions_loss: 852.6853 - logcount_predictions_loss: 0.6841 2415/2446 [============================>.] - ETA: 4s - loss: 870.1303 - logits_profile_predictions_loss: 852.6855 - logcount_predictions_loss: 0.6841 2416/2446 [============================>.] - ETA: 4s - loss: 870.1306 - logits_profile_predictions_loss: 852.6858 - logcount_predictions_loss: 0.6841 2417/2446 [============================>.] - ETA: 4s - loss: 870.1308 - logits_profile_predictions_loss: 852.6861 - logcount_predictions_loss: 0.6841 2418/2446 [============================>.] - ETA: 4s - loss: 870.1310 - logits_profile_predictions_loss: 852.6863 - logcount_predictions_loss: 0.6841 2419/2446 [============================>.] - ETA: 4s - loss: 870.1313 - logits_profile_predictions_loss: 852.6866 - logcount_predictions_loss: 0.6841 2420/2446 [============================>.] - ETA: 3s - loss: 870.1315 - logits_profile_predictions_loss: 852.6869 - logcount_predictions_loss: 0.6841 2421/2446 [============================>.] - ETA: 3s - loss: 870.1318 - logits_profile_predictions_loss: 852.6872 - logcount_predictions_loss: 0.6841 2422/2446 [============================>.] - ETA: 3s - loss: 870.1320 - logits_profile_predictions_loss: 852.6875 - logcount_predictions_loss: 0.6841 2423/2446 [============================>.] - ETA: 3s - loss: 870.1323 - logits_profile_predictions_loss: 852.6878 - logcount_predictions_loss: 0.6841 2424/2446 [============================>.] - ETA: 3s - loss: 870.1325 - logits_profile_predictions_loss: 852.6881 - logcount_predictions_loss: 0.6841 2425/2446 [============================>.] - ETA: 3s - loss: 870.1327 - logits_profile_predictions_loss: 852.6883 - logcount_predictions_loss: 0.6841 2426/2446 [============================>.] - ETA: 3s - loss: 870.1329 - logits_profile_predictions_loss: 852.6886 - logcount_predictions_loss: 0.6841 2427/2446 [============================>.] - ETA: 2s - loss: 870.1331 - logits_profile_predictions_loss: 852.6888 - logcount_predictions_loss: 0.6841 2428/2446 [============================>.] - ETA: 2s - loss: 870.1333 - logits_profile_predictions_loss: 852.6891 - logcount_predictions_loss: 0.6841 2429/2446 [============================>.] - ETA: 2s - loss: 870.1335 - logits_profile_predictions_loss: 852.6893 - logcount_predictions_loss: 0.6841 2430/2446 [============================>.] - ETA: 2s - loss: 870.1336 - logits_profile_predictions_loss: 852.6895 - logcount_predictions_loss: 0.6841 2431/2446 [============================>.] - ETA: 2s - loss: 870.1338 - logits_profile_predictions_loss: 852.6897 - logcount_predictions_loss: 0.6841 2432/2446 [============================>.] - ETA: 2s - loss: 870.1340 - logits_profile_predictions_loss: 852.6900 - logcount_predictions_loss: 0.6841 2433/2446 [============================>.] - ETA: 1s - loss: 870.1342 - logits_profile_predictions_loss: 852.6902 - logcount_predictions_loss: 0.6841 2434/2446 [============================>.] - ETA: 1s - loss: 870.1344 - logits_profile_predictions_loss: 852.6904 - logcount_predictions_loss: 0.6841 2435/2446 [============================>.] - ETA: 1s - loss: 870.1346 - logits_profile_predictions_loss: 852.6907 - logcount_predictions_loss: 0.6841 2436/2446 [============================>.] - ETA: 1s - loss: 870.1348 - logits_profile_predictions_loss: 852.6909 - logcount_predictions_loss: 0.6841 2437/2446 [============================>.] - ETA: 1s - loss: 870.1350 - logits_profile_predictions_loss: 852.6911 - logcount_predictions_loss: 0.6841 2438/2446 [============================>.] - ETA: 1s - loss: 870.1351 - logits_profile_predictions_loss: 852.6913 - logcount_predictions_loss: 0.6841 2439/2446 [============================>.] - ETA: 1s - loss: 870.1353 - logits_profile_predictions_loss: 852.6916 - logcount_predictions_loss: 0.6841 2440/2446 [============================>.] - ETA: 0s - loss: 870.1355 - logits_profile_predictions_loss: 852.6918 - logcount_predictions_loss: 0.6841 2441/2446 [============================>.] - ETA: 0s - loss: 870.1357 - logits_profile_predictions_loss: 852.6920 - logcount_predictions_loss: 0.6841 2442/2446 [============================>.] - ETA: 0s - loss: 870.1359 - logits_profile_predictions_loss: 852.6923 - logcount_predictions_loss: 0.6840 2443/2446 [============================>.] - ETA: 0s - loss: 870.1361 - logits_profile_predictions_loss: 852.6925 - logcount_predictions_loss: 0.6840 2444/2446 [============================>.] - ETA: 0s - loss: 870.1363 - logits_profile_predictions_loss: 852.6928 - logcount_predictions_loss: 0.6840 2445/2446 [============================>.] - ETA: 0s - loss: 870.1365 - logits_profile_predictions_loss: 852.6930 - logcount_predictions_loss: 0.6840 2446/2446 [==============================] - ETA: 0s - loss: 870.1367 - logits_profile_predictions_loss: 852.6933 - logcount_predictions_loss: 0.6840 2446/2446 [==============================] - 392s 160ms/step - loss: 870.1369 - logits_profile_predictions_loss: 852.6935 - logcount_predictions_loss: 0.6840 - val_loss: 860.1631 - val_logits_profile_predictions_loss: 842.9767 - val_logcount_predictions_loss: 0.6740 Epoch 00005: val_loss did not improve from 855.11230 Epoch 6/50 1/2446 [..............................] - ETA: 7:27 - loss: 773.3839 - logits_profile_predictions_loss: 757.2458 - logcount_predictions_loss: 0.6329 2/2446 [..............................] - ETA: 6:36 - loss: 770.4440 - logits_profile_predictions_loss: 752.6978 - logcount_predictions_loss: 0.6959 3/2446 [..............................] - ETA: 6:25 - loss: 778.1480 - logits_profile_predictions_loss: 760.6306 - logcount_predictions_loss: 0.6870 4/2446 [..............................] - ETA: 6:21 - loss: 793.0663 - logits_profile_predictions_loss: 775.9277 - logcount_predictions_loss: 0.6721 5/2446 [..............................] - ETA: 6:19 - loss: 797.8302 - logits_profile_predictions_loss: 780.8890 - logcount_predictions_loss: 0.6644 6/2446 [..............................] - ETA: 6:17 - loss: 805.6377 - logits_profile_predictions_loss: 788.5861 - logcount_predictions_loss: 0.6687 7/2446 [..............................] - ETA: 6:16 - loss: 814.3478 - logits_profile_predictions_loss: 797.0794 - logcount_predictions_loss: 0.6772 8/2446 [..............................] - ETA: 6:15 - loss: 820.9435 - logits_profile_predictions_loss: 803.5498 - logcount_predictions_loss: 0.6821 9/2446 [..............................] - ETA: 6:15 - loss: 827.0036 - logits_profile_predictions_loss: 809.4639 - logcount_predictions_loss: 0.6878 10/2446 [..............................] - ETA: 6:14 - loss: 830.4764 - logits_profile_predictions_loss: 812.8557 - logcount_predictions_loss: 0.6910 11/2446 [..............................] - ETA: 6:14 - loss: 833.1932 - logits_profile_predictions_loss: 815.5357 - logcount_predictions_loss: 0.6924 12/2446 [..............................] - ETA: 6:14 - loss: 836.6805 - logits_profile_predictions_loss: 818.9917 - logcount_predictions_loss: 0.6937 13/2446 [..............................] - ETA: 6:13 - loss: 840.3956 - logits_profile_predictions_loss: 822.6975 - logcount_predictions_loss: 0.6940 14/2446 [..............................] - ETA: 6:13 - loss: 842.7452 - logits_profile_predictions_loss: 825.0706 - logcount_predictions_loss: 0.6931 15/2446 [..............................] - ETA: 6:13 - loss: 844.6653 - logits_profile_predictions_loss: 827.0287 - logcount_predictions_loss: 0.6916 16/2446 [..............................] - ETA: 6:12 - loss: 846.7766 - logits_profile_predictions_loss: 829.1518 - logcount_predictions_loss: 0.6912 17/2446 [..............................] - ETA: 6:12 - loss: 848.5484 - logits_profile_predictions_loss: 830.9427 - logcount_predictions_loss: 0.6904 18/2446 [..............................] - ETA: 6:12 - loss: 849.7315 - logits_profile_predictions_loss: 832.1411 - logcount_predictions_loss: 0.6898 19/2446 [..............................] - ETA: 6:12 - loss: 851.0431 - logits_profile_predictions_loss: 833.4693 - logcount_predictions_loss: 0.6892 20/2446 [..............................] - ETA: 6:11 - loss: 852.0156 - logits_profile_predictions_loss: 834.4449 - logcount_predictions_loss: 0.6890 21/2446 [..............................] - ETA: 6:11 - loss: 852.5666 - logits_profile_predictions_loss: 835.0008 - logcount_predictions_loss: 0.6889 22/2446 [..............................] - ETA: 6:11 - loss: 852.8754 - logits_profile_predictions_loss: 835.3268 - logcount_predictions_loss: 0.6882 23/2446 [..............................] - ETA: 6:11 - loss: 853.2162 - logits_profile_predictions_loss: 835.6655 - logcount_predictions_loss: 0.6883 24/2446 [..............................] - ETA: 6:11 - loss: 853.4364 - logits_profile_predictions_loss: 835.8885 - logcount_predictions_loss: 0.6882 25/2446 [..............................] - ETA: 6:10 - loss: 853.6542 - logits_profile_predictions_loss: 836.1025 - logcount_predictions_loss: 0.6883 26/2446 [..............................] - ETA: 6:10 - loss: 854.0945 - logits_profile_predictions_loss: 836.5242 - logcount_predictions_loss: 0.6890 27/2446 [..............................] - ETA: 6:10 - loss: 854.2824 - logits_profile_predictions_loss: 836.7024 - logcount_predictions_loss: 0.6894 28/2446 [..............................] - ETA: 6:10 - loss: 854.5989 - logits_profile_predictions_loss: 837.0095 - logcount_predictions_loss: 0.6898 29/2446 [..............................] - ETA: 6:10 - loss: 854.8824 - logits_profile_predictions_loss: 837.2807 - logcount_predictions_loss: 0.6903 30/2446 [..............................] - ETA: 6:09 - loss: 855.1324 - logits_profile_predictions_loss: 837.5225 - logcount_predictions_loss: 0.6906 31/2446 [..............................] - ETA: 6:09 - loss: 855.2721 - logits_profile_predictions_loss: 837.6546 - logcount_predictions_loss: 0.6909 32/2446 [..............................] - ETA: 6:09 - loss: 855.3604 - logits_profile_predictions_loss: 837.7379 - logcount_predictions_loss: 0.6911 33/2446 [..............................] - ETA: 6:09 - loss: 855.3306 - logits_profile_predictions_loss: 837.7083 - logcount_predictions_loss: 0.6911 34/2446 [..............................] - ETA: 6:09 - loss: 855.1962 - logits_profile_predictions_loss: 837.5775 - logcount_predictions_loss: 0.6909 35/2446 [..............................] - ETA: 6:09 - loss: 855.0521 - logits_profile_predictions_loss: 837.4297 - logcount_predictions_loss: 0.6911 36/2446 [..............................] - ETA: 6:08 - loss: 854.9425 - logits_profile_predictions_loss: 837.3174 - logcount_predictions_loss: 0.6912 37/2446 [..............................] - ETA: 6:08 - loss: 854.7275 - logits_profile_predictions_loss: 837.1036 - logcount_predictions_loss: 0.6911 38/2446 [..............................] - ETA: 6:08 - loss: 854.5145 - logits_profile_predictions_loss: 836.8917 - logcount_predictions_loss: 0.6911 39/2446 [..............................] - ETA: 6:08 - loss: 854.2401 - logits_profile_predictions_loss: 836.6232 - logcount_predictions_loss: 0.6909 40/2446 [..............................] - ETA: 6:08 - loss: 853.9922 - logits_profile_predictions_loss: 836.3824 - logcount_predictions_loss: 0.6906 41/2446 [..............................] - ETA: 6:08 - loss: 853.7601 - logits_profile_predictions_loss: 836.1556 - logcount_predictions_loss: 0.6904 42/2446 [..............................] - ETA: 6:07 - loss: 853.5578 - logits_profile_predictions_loss: 835.9576 - logcount_predictions_loss: 0.6902 43/2446 [..............................] - ETA: 6:07 - loss: 853.3782 - logits_profile_predictions_loss: 835.7834 - logcount_predictions_loss: 0.6900 44/2446 [..............................] - ETA: 6:07 - loss: 853.2055 - logits_profile_predictions_loss: 835.6159 - logcount_predictions_loss: 0.6898 45/2446 [..............................] - ETA: 6:07 - loss: 852.9602 - logits_profile_predictions_loss: 835.3782 - logcount_predictions_loss: 0.6895 46/2446 [..............................] - ETA: 6:07 - loss: 852.7313 - logits_profile_predictions_loss: 835.1591 - logcount_predictions_loss: 0.6891 47/2446 [..............................] - ETA: 6:07 - loss: 852.6407 - logits_profile_predictions_loss: 835.0750 - logcount_predictions_loss: 0.6888 48/2446 [..............................] - ETA: 6:06 - loss: 852.5148 - logits_profile_predictions_loss: 834.9563 - logcount_predictions_loss: 0.6886 49/2446 [..............................] - ETA: 6:06 - loss: 852.4409 - logits_profile_predictions_loss: 834.8899 - logcount_predictions_loss: 0.6883 50/2446 [..............................] - ETA: 6:06 - loss: 852.4088 - logits_profile_predictions_loss: 834.8636 - logcount_predictions_loss: 0.6880 51/2446 [..............................] - ETA: 6:06 - loss: 852.3568 - logits_profile_predictions_loss: 834.8176 - logcount_predictions_loss: 0.6878 52/2446 [..............................] - ETA: 6:06 - 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59/2446 [..............................] - ETA: 6:05 - loss: 852.5902 - logits_profile_predictions_loss: 835.1057 - logcount_predictions_loss: 0.6857 60/2446 [..............................] - ETA: 6:05 - loss: 852.6318 - logits_profile_predictions_loss: 835.1538 - logcount_predictions_loss: 0.6854 61/2446 [..............................] - ETA: 6:04 - loss: 852.6577 - logits_profile_predictions_loss: 835.1874 - logcount_predictions_loss: 0.6851 62/2446 [..............................] - ETA: 6:04 - loss: 852.6565 - logits_profile_predictions_loss: 835.1956 - logcount_predictions_loss: 0.6847 63/2446 [..............................] - ETA: 6:04 - loss: 852.6527 - logits_profile_predictions_loss: 835.2011 - logcount_predictions_loss: 0.6844 64/2446 [..............................] - ETA: 6:04 - loss: 852.6488 - logits_profile_predictions_loss: 835.2078 - logcount_predictions_loss: 0.6840 65/2446 [..............................] - ETA: 6:04 - loss: 852.6372 - 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[===>..........................] - ETA: 5:14 - loss: 850.9024 - logits_profile_predictions_loss: 834.1039 - logcount_predictions_loss: 0.6588 392/2446 [===>..........................] - ETA: 5:14 - loss: 850.9041 - logits_profile_predictions_loss: 834.1061 - logcount_predictions_loss: 0.6587 393/2446 [===>..........................] - ETA: 5:14 - loss: 850.9063 - logits_profile_predictions_loss: 834.1088 - logcount_predictions_loss: 0.6587 394/2446 [===>..........................] - ETA: 5:13 - loss: 850.9088 - logits_profile_predictions_loss: 834.1118 - logcount_predictions_loss: 0.6587 395/2446 [===>..........................] - ETA: 5:13 - loss: 850.9113 - logits_profile_predictions_loss: 834.1148 - logcount_predictions_loss: 0.6587 396/2446 [===>..........................] - ETA: 5:13 - loss: 850.9132 - logits_profile_predictions_loss: 834.1171 - logcount_predictions_loss: 0.6587 397/2446 [===>..........................] - ETA: 5:13 - loss: 850.9142 - 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[===>..........................] - ETA: 5:12 - loss: 850.9321 - logits_profile_predictions_loss: 834.1394 - logcount_predictions_loss: 0.6585 405/2446 [===>..........................] - ETA: 5:12 - loss: 850.9347 - logits_profile_predictions_loss: 834.1423 - logcount_predictions_loss: 0.6585 406/2446 [===>..........................] - ETA: 5:12 - loss: 850.9376 - logits_profile_predictions_loss: 834.1455 - logcount_predictions_loss: 0.6585 407/2446 [===>..........................] - ETA: 5:11 - loss: 850.9400 - logits_profile_predictions_loss: 834.1481 - logcount_predictions_loss: 0.6585 408/2446 [====>.........................] - ETA: 5:11 - loss: 850.9427 - logits_profile_predictions_loss: 834.1511 - logcount_predictions_loss: 0.6585 409/2446 [====>.........................] - ETA: 5:11 - loss: 850.9465 - logits_profile_predictions_loss: 834.1551 - logcount_predictions_loss: 0.6585 410/2446 [====>.........................] - ETA: 5:11 - loss: 850.9505 - 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[====>.........................] - ETA: 5:10 - loss: 850.9777 - logits_profile_predictions_loss: 834.1883 - logcount_predictions_loss: 0.6584 418/2446 [====>.........................] - ETA: 5:10 - loss: 850.9805 - logits_profile_predictions_loss: 834.1914 - logcount_predictions_loss: 0.6584 419/2446 [====>.........................] - ETA: 5:10 - loss: 850.9831 - logits_profile_predictions_loss: 834.1943 - logcount_predictions_loss: 0.6584 420/2446 [====>.........................] - ETA: 5:09 - loss: 850.9861 - logits_profile_predictions_loss: 834.1977 - logcount_predictions_loss: 0.6584 421/2446 [====>.........................] - ETA: 5:09 - loss: 850.9905 - logits_profile_predictions_loss: 834.2023 - logcount_predictions_loss: 0.6584 422/2446 [====>.........................] - ETA: 5:09 - loss: 850.9944 - logits_profile_predictions_loss: 834.2066 - logcount_predictions_loss: 0.6583 423/2446 [====>.........................] - ETA: 5:09 - loss: 850.9991 - 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[====>.........................] - ETA: 5:08 - loss: 851.0280 - logits_profile_predictions_loss: 834.2431 - logcount_predictions_loss: 0.6582 431/2446 [====>.........................] - ETA: 5:08 - loss: 851.0307 - logits_profile_predictions_loss: 834.2463 - logcount_predictions_loss: 0.6582 432/2446 [====>.........................] - ETA: 5:08 - loss: 851.0336 - logits_profile_predictions_loss: 834.2495 - logcount_predictions_loss: 0.6582 433/2446 [====>.........................] - ETA: 5:07 - loss: 851.0373 - logits_profile_predictions_loss: 834.2537 - logcount_predictions_loss: 0.6582 434/2446 [====>.........................] - ETA: 5:07 - loss: 851.0409 - logits_profile_predictions_loss: 834.2577 - logcount_predictions_loss: 0.6582 435/2446 [====>.........................] - ETA: 5:07 - loss: 851.0456 - logits_profile_predictions_loss: 834.2627 - logcount_predictions_loss: 0.6581 436/2446 [====>.........................] - ETA: 5:07 - loss: 851.0501 - 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[==============================] - ETA: 0s - loss: 857.6416 - logits_profile_predictions_loss: 840.9510 - logcount_predictions_loss: 0.6545 2446/2446 [==============================] - 392s 160ms/step - loss: 857.6437 - logits_profile_predictions_loss: 840.9531 - logcount_predictions_loss: 0.6545 - val_loss: 843.0414 - val_logits_profile_predictions_loss: 825.9572 - val_logcount_predictions_loss: 0.6700 Epoch 00006: val_loss improved from 855.11230 to 843.04144, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 7/50 1/2446 [..............................] - ETA: 7:15 - loss: 702.4956 - logits_profile_predictions_loss: 679.4539 - logcount_predictions_loss: 0.9036 2/2446 [..............................] - ETA: 6:15 - loss: 732.1896 - logits_profile_predictions_loss: 711.6463 - logcount_predictions_loss: 0.8056 3/2446 [..............................] - ETA: 6:14 - loss: 753.5217 - 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[..............................] - ETA: 6:16 - loss: 814.8026 - logits_profile_predictions_loss: 797.3556 - logcount_predictions_loss: 0.6842 11/2446 [..............................] - ETA: 6:16 - loss: 818.1707 - logits_profile_predictions_loss: 800.8557 - logcount_predictions_loss: 0.6790 12/2446 [..............................] - ETA: 6:15 - loss: 820.6337 - logits_profile_predictions_loss: 803.4339 - logcount_predictions_loss: 0.6745 13/2446 [..............................] - ETA: 6:15 - loss: 822.8178 - logits_profile_predictions_loss: 805.6847 - logcount_predictions_loss: 0.6719 14/2446 [..............................] - ETA: 6:14 - loss: 824.4112 - logits_profile_predictions_loss: 807.3394 - logcount_predictions_loss: 0.6695 15/2446 [..............................] - ETA: 6:14 - loss: 825.6544 - logits_profile_predictions_loss: 808.6343 - logcount_predictions_loss: 0.6675 16/2446 [..............................] - ETA: 6:14 - loss: 826.9475 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 837.4795 - logcount_predictions_loss: 0.6307 2444/2446 [============================>.] - ETA: 0s - loss: 853.5629 - logits_profile_predictions_loss: 837.4806 - logcount_predictions_loss: 0.6307 2445/2446 [============================>.] - ETA: 0s - loss: 853.5640 - logits_profile_predictions_loss: 837.4817 - logcount_predictions_loss: 0.6307 2446/2446 [==============================] - ETA: 0s - loss: 853.5651 - logits_profile_predictions_loss: 837.4827 - logcount_predictions_loss: 0.6307 2446/2446 [==============================] - 392s 160ms/step - loss: 853.5662 - logits_profile_predictions_loss: 837.4838 - logcount_predictions_loss: 0.6307 - val_loss: 846.0043 - val_logits_profile_predictions_loss: 830.2356 - val_logcount_predictions_loss: 0.6184 Epoch 00007: val_loss did not improve from 843.04144 Epoch 8/50 1/2446 [..............................] - ETA: 7:38 - loss: 902.9869 - logits_profile_predictions_loss: 886.2346 - logcount_predictions_loss: 0.6570 2/2446 [..............................] - ETA: 6:17 - loss: 880.7639 - logits_profile_predictions_loss: 863.0167 - logcount_predictions_loss: 0.6960 3/2446 [..............................] - ETA: 6:14 - loss: 861.0054 - logits_profile_predictions_loss: 843.7635 - logcount_predictions_loss: 0.6762 4/2446 [..............................] - ETA: 6:13 - loss: 858.4777 - logits_profile_predictions_loss: 841.8309 - logcount_predictions_loss: 0.6528 5/2446 [..............................] - ETA: 6:14 - loss: 862.1329 - logits_profile_predictions_loss: 845.8519 - logcount_predictions_loss: 0.6385 6/2446 [..............................] - ETA: 6:13 - loss: 863.7285 - logits_profile_predictions_loss: 847.7724 - logcount_predictions_loss: 0.6257 7/2446 [..............................] - ETA: 6:13 - loss: 864.5445 - logits_profile_predictions_loss: 848.8566 - logcount_predictions_loss: 0.6152 8/2446 [..............................] - ETA: 6:12 - loss: 866.6020 - 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[..............................] - ETA: 6:11 - loss: 866.5127 - logits_profile_predictions_loss: 851.3124 - logcount_predictions_loss: 0.5961 16/2446 [..............................] - ETA: 6:11 - loss: 865.2854 - logits_profile_predictions_loss: 850.1079 - logcount_predictions_loss: 0.5952 17/2446 [..............................] - ETA: 6:11 - loss: 864.0537 - logits_profile_predictions_loss: 848.9052 - logcount_predictions_loss: 0.5941 18/2446 [..............................] - ETA: 6:11 - loss: 862.7213 - logits_profile_predictions_loss: 847.5931 - logcount_predictions_loss: 0.5933 19/2446 [..............................] - ETA: 6:11 - loss: 861.3621 - logits_profile_predictions_loss: 846.2466 - logcount_predictions_loss: 0.5928 20/2446 [..............................] - ETA: 6:10 - loss: 860.1251 - logits_profile_predictions_loss: 845.0197 - logcount_predictions_loss: 0.5924 21/2446 [..............................] - ETA: 6:10 - loss: 858.6745 - logits_profile_predictions_loss: 843.5782 - logcount_predictions_loss: 0.5920 22/2446 [..............................] - ETA: 6:10 - loss: 857.4700 - logits_profile_predictions_loss: 842.3846 - logcount_predictions_loss: 0.5916 23/2446 [..............................] - ETA: 6:10 - loss: 856.2827 - logits_profile_predictions_loss: 841.2046 - logcount_predictions_loss: 0.5913 24/2446 [..............................] - ETA: 6:10 - loss: 855.2960 - logits_profile_predictions_loss: 840.2183 - logcount_predictions_loss: 0.5913 25/2446 [..............................] - ETA: 6:10 - loss: 854.5174 - logits_profile_predictions_loss: 839.4437 - logcount_predictions_loss: 0.5911 26/2446 [..............................] - ETA: 6:09 - loss: 853.7187 - logits_profile_predictions_loss: 838.6507 - logcount_predictions_loss: 0.5909 27/2446 [..............................] - ETA: 6:09 - loss: 852.8802 - logits_profile_predictions_loss: 837.8193 - logcount_predictions_loss: 0.5906 28/2446 [..............................] - ETA: 6:09 - loss: 852.0635 - logits_profile_predictions_loss: 837.0137 - logcount_predictions_loss: 0.5902 29/2446 [..............................] - ETA: 6:09 - loss: 851.3559 - logits_profile_predictions_loss: 836.3122 - logcount_predictions_loss: 0.5900 30/2446 [..............................] - ETA: 6:09 - loss: 850.7720 - logits_profile_predictions_loss: 835.7322 - logcount_predictions_loss: 0.5898 31/2446 [..............................] - ETA: 6:09 - loss: 850.2461 - logits_profile_predictions_loss: 835.2052 - logcount_predictions_loss: 0.5898 32/2446 [..............................] - ETA: 6:08 - loss: 849.6683 - logits_profile_predictions_loss: 834.6294 - logcount_predictions_loss: 0.5898 33/2446 [..............................] - ETA: 6:08 - loss: 849.0941 - logits_profile_predictions_loss: 834.0571 - logcount_predictions_loss: 0.5897 34/2446 [..............................] - ETA: 6:08 - loss: 848.5903 - logits_profile_predictions_loss: 833.5568 - logcount_predictions_loss: 0.5896 35/2446 [..............................] - ETA: 6:08 - loss: 848.1973 - logits_profile_predictions_loss: 833.1711 - logcount_predictions_loss: 0.5893 36/2446 [..............................] - ETA: 6:08 - loss: 847.7979 - logits_profile_predictions_loss: 832.7805 - logcount_predictions_loss: 0.5889 37/2446 [..............................] - ETA: 6:08 - loss: 847.4602 - logits_profile_predictions_loss: 832.4500 - logcount_predictions_loss: 0.5886 38/2446 [..............................] - ETA: 6:07 - loss: 847.0825 - logits_profile_predictions_loss: 832.0805 - logcount_predictions_loss: 0.5883 39/2446 [..............................] - ETA: 6:07 - loss: 846.6668 - logits_profile_predictions_loss: 831.6720 - logcount_predictions_loss: 0.5880 40/2446 [..............................] - ETA: 6:07 - loss: 846.2613 - logits_profile_predictions_loss: 831.2738 - logcount_predictions_loss: 0.5877 41/2446 [..............................] - ETA: 6:07 - loss: 845.9022 - logits_profile_predictions_loss: 830.9226 - logcount_predictions_loss: 0.5874 42/2446 [..............................] - ETA: 6:07 - loss: 845.5642 - logits_profile_predictions_loss: 830.5923 - logcount_predictions_loss: 0.5871 43/2446 [..............................] - ETA: 6:07 - loss: 845.2906 - logits_profile_predictions_loss: 830.3261 - logcount_predictions_loss: 0.5868 44/2446 [..............................] - ETA: 6:06 - loss: 845.0107 - logits_profile_predictions_loss: 830.0509 - logcount_predictions_loss: 0.5867 45/2446 [..............................] - ETA: 6:06 - loss: 844.7765 - logits_profile_predictions_loss: 829.8192 - logcount_predictions_loss: 0.5866 46/2446 [..............................] - ETA: 6:06 - loss: 844.5286 - logits_profile_predictions_loss: 829.5745 - logcount_predictions_loss: 0.5864 47/2446 [..............................] - ETA: 6:06 - loss: 844.2527 - logits_profile_predictions_loss: 829.3022 - logcount_predictions_loss: 0.5863 48/2446 [..............................] - ETA: 6:06 - loss: 843.9952 - logits_profile_predictions_loss: 829.0481 - logcount_predictions_loss: 0.5862 49/2446 [..............................] - ETA: 6:06 - loss: 843.7478 - logits_profile_predictions_loss: 828.8041 - logcount_predictions_loss: 0.5860 50/2446 [..............................] - ETA: 6:06 - loss: 843.4766 - logits_profile_predictions_loss: 828.5370 - logcount_predictions_loss: 0.5859 51/2446 [..............................] - ETA: 6:05 - loss: 843.2299 - logits_profile_predictions_loss: 828.2924 - logcount_predictions_loss: 0.5858 52/2446 [..............................] - ETA: 6:05 - loss: 843.0162 - logits_profile_predictions_loss: 828.0810 - logcount_predictions_loss: 0.5857 53/2446 [..............................] - ETA: 6:05 - loss: 842.7838 - logits_profile_predictions_loss: 827.8497 - logcount_predictions_loss: 0.5857 54/2446 [..............................] - ETA: 6:05 - loss: 842.5743 - logits_profile_predictions_loss: 827.6378 - logcount_predictions_loss: 0.5857 55/2446 [..............................] - ETA: 6:05 - loss: 842.3933 - logits_profile_predictions_loss: 827.4555 - logcount_predictions_loss: 0.5858 56/2446 [..............................] - ETA: 6:05 - loss: 842.2525 - logits_profile_predictions_loss: 827.3110 - logcount_predictions_loss: 0.5859 57/2446 [..............................] - ETA: 6:04 - loss: 842.1307 - logits_profile_predictions_loss: 827.1852 - logcount_predictions_loss: 0.5861 58/2446 [..............................] - ETA: 6:04 - loss: 842.0393 - logits_profile_predictions_loss: 827.0898 - logcount_predictions_loss: 0.5863 59/2446 [..............................] - ETA: 6:04 - loss: 841.9626 - logits_profile_predictions_loss: 827.0093 - logcount_predictions_loss: 0.5864 60/2446 [..............................] - ETA: 6:04 - loss: 841.9304 - logits_profile_predictions_loss: 826.9719 - logcount_predictions_loss: 0.5866 61/2446 [..............................] - ETA: 6:04 - loss: 841.9386 - logits_profile_predictions_loss: 826.9727 - logcount_predictions_loss: 0.5869 62/2446 [..............................] - ETA: 6:04 - loss: 841.9115 - logits_profile_predictions_loss: 826.9390 - logcount_predictions_loss: 0.5872 63/2446 [..............................] - ETA: 6:04 - loss: 841.8695 - logits_profile_predictions_loss: 826.8912 - logcount_predictions_loss: 0.5874 64/2446 [..............................] - ETA: 6:03 - loss: 841.7886 - logits_profile_predictions_loss: 826.8062 - logcount_predictions_loss: 0.5875 65/2446 [..............................] - ETA: 6:03 - loss: 841.7074 - logits_profile_predictions_loss: 826.7221 - logcount_predictions_loss: 0.5877 66/2446 [..............................] - ETA: 6:03 - loss: 841.6366 - logits_profile_predictions_loss: 826.6483 - logcount_predictions_loss: 0.5878 67/2446 [..............................] - ETA: 6:03 - loss: 841.5740 - logits_profile_predictions_loss: 826.5828 - logcount_predictions_loss: 0.5879 68/2446 [..............................] - ETA: 6:03 - loss: 841.5032 - logits_profile_predictions_loss: 826.5095 - logcount_predictions_loss: 0.5880 69/2446 [..............................] - ETA: 6:03 - loss: 841.4315 - logits_profile_predictions_loss: 826.4357 - logcount_predictions_loss: 0.5881 70/2446 [..............................] - ETA: 6:03 - loss: 841.3812 - logits_profile_predictions_loss: 826.3826 - logcount_predictions_loss: 0.5882 71/2446 [..............................] - ETA: 6:02 - loss: 841.3214 - logits_profile_predictions_loss: 826.3210 - logcount_predictions_loss: 0.5882 72/2446 [..............................] - ETA: 6:02 - loss: 841.2667 - logits_profile_predictions_loss: 826.2644 - logcount_predictions_loss: 0.5883 73/2446 [..............................] - ETA: 6:02 - loss: 841.1929 - logits_profile_predictions_loss: 826.1892 - logcount_predictions_loss: 0.5884 74/2446 [..............................] - ETA: 6:02 - loss: 841.1244 - logits_profile_predictions_loss: 826.1195 - logcount_predictions_loss: 0.5884 75/2446 [..............................] - ETA: 6:02 - loss: 841.0617 - logits_profile_predictions_loss: 826.0555 - logcount_predictions_loss: 0.5885 76/2446 [..............................] - ETA: 6:02 - loss: 841.0166 - logits_profile_predictions_loss: 826.0092 - logcount_predictions_loss: 0.5885 77/2446 [..............................] - ETA: 6:01 - loss: 840.9684 - logits_profile_predictions_loss: 825.9582 - logcount_predictions_loss: 0.5886 78/2446 [..............................] - ETA: 6:01 - loss: 840.9379 - logits_profile_predictions_loss: 825.9237 - logcount_predictions_loss: 0.5888 79/2446 [..............................] - ETA: 6:01 - loss: 840.9029 - logits_profile_predictions_loss: 825.8852 - logcount_predictions_loss: 0.5889 80/2446 [..............................] - ETA: 6:01 - loss: 840.8647 - logits_profile_predictions_loss: 825.8440 - logcount_predictions_loss: 0.5890 81/2446 [..............................] - ETA: 6:01 - loss: 840.8294 - logits_profile_predictions_loss: 825.8057 - logcount_predictions_loss: 0.5892 82/2446 [>.............................] - ETA: 6:01 - loss: 840.8026 - logits_profile_predictions_loss: 825.7759 - logcount_predictions_loss: 0.5893 83/2446 [>.............................] - ETA: 6:01 - loss: 840.7607 - logits_profile_predictions_loss: 825.7310 - logcount_predictions_loss: 0.5894 84/2446 [>.............................] - ETA: 6:00 - loss: 840.7201 - logits_profile_predictions_loss: 825.6878 - logcount_predictions_loss: 0.5895 85/2446 [>.............................] - ETA: 6:00 - loss: 840.6913 - logits_profile_predictions_loss: 825.6557 - logcount_predictions_loss: 0.5896 86/2446 [>.............................] - ETA: 6:00 - loss: 840.6829 - logits_profile_predictions_loss: 825.6441 - logcount_predictions_loss: 0.5898 87/2446 [>.............................] - ETA: 6:00 - loss: 840.6820 - logits_profile_predictions_loss: 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loss: 841.0646 - logits_profile_predictions_loss: 825.9927 - logcount_predictions_loss: 0.5911 95/2446 [>.............................] - ETA: 5:59 - loss: 841.1600 - logits_profile_predictions_loss: 826.0819 - logcount_predictions_loss: 0.5913 96/2446 [>.............................] - ETA: 5:59 - loss: 841.2508 - logits_profile_predictions_loss: 826.1666 - logcount_predictions_loss: 0.5915 97/2446 [>.............................] - ETA: 5:59 - loss: 841.3438 - logits_profile_predictions_loss: 826.2534 - logcount_predictions_loss: 0.5918 98/2446 [>.............................] - ETA: 5:59 - loss: 841.4408 - logits_profile_predictions_loss: 826.3443 - logcount_predictions_loss: 0.5920 99/2446 [>.............................] - ETA: 5:58 - loss: 841.5356 - logits_profile_predictions_loss: 826.4334 - logcount_predictions_loss: 0.5922 100/2446 [>.............................] - ETA: 5:58 - loss: 841.6247 - logits_profile_predictions_loss: 826.5171 - logcount_predictions_loss: 0.5925 101/2446 [>.............................] - ETA: 5:58 - loss: 841.7152 - logits_profile_predictions_loss: 826.6022 - logcount_predictions_loss: 0.5927 102/2446 [>.............................] - ETA: 5:58 - loss: 841.7885 - logits_profile_predictions_loss: 826.6704 - logcount_predictions_loss: 0.5929 103/2446 [>.............................] - ETA: 5:58 - loss: 841.8471 - logits_profile_predictions_loss: 826.7243 - logcount_predictions_loss: 0.5931 104/2446 [>.............................] - ETA: 5:58 - loss: 841.9002 - logits_profile_predictions_loss: 826.7726 - logcount_predictions_loss: 0.5932 105/2446 [>.............................] - ETA: 5:57 - loss: 841.9544 - logits_profile_predictions_loss: 826.8223 - logcount_predictions_loss: 0.5934 106/2446 [>.............................] - ETA: 5:57 - loss: 842.0194 - logits_profile_predictions_loss: 826.8823 - logcount_predictions_loss: 0.5936 107/2446 [>.............................] - ETA: 5:57 - loss: 842.1017 - logits_profile_predictions_loss: 826.9596 - logcount_predictions_loss: 0.5938 108/2446 [>.............................] - ETA: 5:57 - loss: 842.1784 - logits_profile_predictions_loss: 827.0317 - logcount_predictions_loss: 0.5940 109/2446 [>.............................] - ETA: 5:57 - loss: 842.2576 - logits_profile_predictions_loss: 827.1071 - logcount_predictions_loss: 0.5941 110/2446 [>.............................] - ETA: 5:57 - loss: 842.3341 - logits_profile_predictions_loss: 827.1798 - logcount_predictions_loss: 0.5943 111/2446 [>.............................] - ETA: 5:57 - loss: 842.4130 - logits_profile_predictions_loss: 827.2556 - logcount_predictions_loss: 0.5944 112/2446 [>.............................] - ETA: 5:56 - loss: 842.4900 - logits_profile_predictions_loss: 827.3292 - logcount_predictions_loss: 0.5945 113/2446 [>.............................] - ETA: 5:56 - loss: 842.5839 - logits_profile_predictions_loss: 827.4196 - logcount_predictions_loss: 0.5947 114/2446 [>.............................] - ETA: 5:56 - loss: 842.6741 - logits_profile_predictions_loss: 827.5063 - logcount_predictions_loss: 0.5948 115/2446 [>.............................] - ETA: 5:56 - loss: 842.7697 - logits_profile_predictions_loss: 827.5983 - logcount_predictions_loss: 0.5950 116/2446 [>.............................] - ETA: 5:56 - loss: 842.8602 - logits_profile_predictions_loss: 827.6853 - logcount_predictions_loss: 0.5951 117/2446 [>.............................] - ETA: 5:56 - loss: 842.9423 - logits_profile_predictions_loss: 827.7641 - logcount_predictions_loss: 0.5952 118/2446 [>.............................] - ETA: 5:55 - loss: 843.0107 - logits_profile_predictions_loss: 827.8294 - logcount_predictions_loss: 0.5953 119/2446 [>.............................] - ETA: 5:55 - loss: 843.0782 - logits_profile_predictions_loss: 827.8937 - logcount_predictions_loss: 0.5955 120/2446 [>.............................] - ETA: 5:55 - loss: 843.1336 - logits_profile_predictions_loss: 827.9461 - logcount_predictions_loss: 0.5956 121/2446 [>.............................] - ETA: 5:55 - loss: 843.1828 - logits_profile_predictions_loss: 827.9924 - logcount_predictions_loss: 0.5957 122/2446 [>.............................] - ETA: 5:55 - loss: 843.2352 - logits_profile_predictions_loss: 828.0419 - logcount_predictions_loss: 0.5958 123/2446 [>.............................] - ETA: 5:55 - loss: 843.2985 - logits_profile_predictions_loss: 828.1024 - logcount_predictions_loss: 0.5959 124/2446 [>.............................] - ETA: 5:55 - loss: 843.3586 - logits_profile_predictions_loss: 828.1597 - logcount_predictions_loss: 0.5960 125/2446 [>.............................] - ETA: 5:54 - loss: 843.4151 - logits_profile_predictions_loss: 828.2134 - logcount_predictions_loss: 0.5961 126/2446 [>.............................] - ETA: 5:54 - loss: 843.4694 - logits_profile_predictions_loss: 828.2647 - logcount_predictions_loss: 0.5963 127/2446 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[============================>.] - ETA: 0s - loss: 850.4768 - logits_profile_predictions_loss: 834.8085 - logcount_predictions_loss: 0.6145 2443/2446 [============================>.] - ETA: 0s - loss: 850.4774 - logits_profile_predictions_loss: 834.8091 - logcount_predictions_loss: 0.6145 2444/2446 [============================>.] - ETA: 0s - loss: 850.4780 - logits_profile_predictions_loss: 834.8097 - logcount_predictions_loss: 0.6145 2445/2446 [============================>.] - ETA: 0s - loss: 850.4786 - logits_profile_predictions_loss: 834.8103 - logcount_predictions_loss: 0.6145 2446/2446 [==============================] - ETA: 0s - loss: 850.4792 - logits_profile_predictions_loss: 834.8109 - logcount_predictions_loss: 0.6145 2446/2446 [==============================] - 392s 160ms/step - loss: 850.4798 - logits_profile_predictions_loss: 834.8115 - logcount_predictions_loss: 0.6145 - val_loss: 840.2163 - val_logits_profile_predictions_loss: 824.5088 - val_logcount_predictions_loss: 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[..............................] - ETA: 6:13 - loss: 905.9579 - logits_profile_predictions_loss: 888.5363 - logcount_predictions_loss: 0.6832 7/2446 [..............................] - ETA: 6:13 - loss: 902.1820 - logits_profile_predictions_loss: 884.4737 - logcount_predictions_loss: 0.6944 8/2446 [..............................] - ETA: 6:12 - loss: 898.0509 - logits_profile_predictions_loss: 880.1912 - logcount_predictions_loss: 0.7004 9/2446 [..............................] - ETA: 6:12 - loss: 894.2873 - logits_profile_predictions_loss: 876.3446 - logcount_predictions_loss: 0.7036 10/2446 [..............................] - ETA: 6:12 - loss: 891.0545 - logits_profile_predictions_loss: 873.0984 - logcount_predictions_loss: 0.7042 11/2446 [..............................] - ETA: 6:12 - loss: 887.5905 - logits_profile_predictions_loss: 869.6882 - logcount_predictions_loss: 0.7021 12/2446 [..............................] - ETA: 6:11 - loss: 884.6420 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:07 - loss: 860.8541 - logits_profile_predictions_loss: 844.0347 - logcount_predictions_loss: 0.6596 40/2446 [..............................] - ETA: 6:07 - loss: 860.1930 - logits_profile_predictions_loss: 843.4034 - logcount_predictions_loss: 0.6584 41/2446 [..............................] - ETA: 6:07 - loss: 859.5689 - logits_profile_predictions_loss: 842.8079 - logcount_predictions_loss: 0.6573 42/2446 [..............................] - ETA: 6:07 - loss: 858.9703 - logits_profile_predictions_loss: 842.2379 - logcount_predictions_loss: 0.6562 43/2446 [..............................] - ETA: 6:07 - loss: 858.4434 - logits_profile_predictions_loss: 841.7361 - logcount_predictions_loss: 0.6552 44/2446 [..............................] - ETA: 6:06 - loss: 857.9874 - logits_profile_predictions_loss: 841.3064 - logcount_predictions_loss: 0.6542 45/2446 [..............................] - ETA: 6:06 - loss: 857.5540 - logits_profile_predictions_loss: 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[============================>.] - ETA: 12s - loss: 848.2231 - logits_profile_predictions_loss: 832.9321 - logcount_predictions_loss: 0.5997 2368/2446 [============================>.] - ETA: 11s - loss: 848.2233 - logits_profile_predictions_loss: 832.9323 - logcount_predictions_loss: 0.5997 2369/2446 [============================>.] - ETA: 11s - loss: 848.2235 - logits_profile_predictions_loss: 832.9325 - logcount_predictions_loss: 0.5997 2370/2446 [============================>.] - ETA: 11s - loss: 848.2237 - logits_profile_predictions_loss: 832.9327 - logcount_predictions_loss: 0.5997 2371/2446 [============================>.] - ETA: 11s - loss: 848.2239 - logits_profile_predictions_loss: 832.9330 - logcount_predictions_loss: 0.5997 2372/2446 [============================>.] - ETA: 11s - loss: 848.2241 - logits_profile_predictions_loss: 832.9332 - logcount_predictions_loss: 0.5997 2373/2446 [============================>.] - ETA: 11s - loss: 848.2244 - 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[============================>.] - ETA: 5s - loss: 848.2349 - logits_profile_predictions_loss: 832.9449 - logcount_predictions_loss: 0.5996 2414/2446 [============================>.] - ETA: 4s - loss: 848.2352 - logits_profile_predictions_loss: 832.9452 - logcount_predictions_loss: 0.5996 2415/2446 [============================>.] - ETA: 4s - loss: 848.2354 - logits_profile_predictions_loss: 832.9455 - logcount_predictions_loss: 0.5996 2416/2446 [============================>.] - ETA: 4s - loss: 848.2357 - logits_profile_predictions_loss: 832.9457 - logcount_predictions_loss: 0.5996 2417/2446 [============================>.] - ETA: 4s - loss: 848.2359 - logits_profile_predictions_loss: 832.9460 - logcount_predictions_loss: 0.5996 2418/2446 [============================>.] - ETA: 4s - loss: 848.2362 - logits_profile_predictions_loss: 832.9463 - logcount_predictions_loss: 0.5996 2419/2446 [============================>.] - ETA: 4s - loss: 848.2364 - logits_profile_predictions_loss: 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[==============================] - ETA: 0s - loss: 848.2453 - logits_profile_predictions_loss: 832.9561 - logcount_predictions_loss: 0.5996 2446/2446 [==============================] - 392s 160ms/step - loss: 848.2457 - logits_profile_predictions_loss: 832.9564 - logcount_predictions_loss: 0.5996 - val_loss: 849.0845 - val_logits_profile_predictions_loss: 833.5565 - val_logcount_predictions_loss: 0.6090 Epoch 00009: val_loss did not improve from 840.21631 Epoch 10/50 1/2446 [..............................] - ETA: 7:42 - loss: 847.7789 - logits_profile_predictions_loss: 836.3911 - logcount_predictions_loss: 0.4466 2/2446 [..............................] - ETA: 6:35 - loss: 849.6895 - logits_profile_predictions_loss: 837.4731 - logcount_predictions_loss: 0.4791 3/2446 [..............................] - ETA: 6:24 - loss: 846.5335 - logits_profile_predictions_loss: 833.5933 - logcount_predictions_loss: 0.5075 4/2446 [..............................] - ETA: 6:20 - loss: 840.0285 - 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[..............................] - ETA: 6:14 - loss: 825.8554 - logits_profile_predictions_loss: 812.1177 - logcount_predictions_loss: 0.5387 12/2446 [..............................] - ETA: 6:13 - loss: 825.3681 - logits_profile_predictions_loss: 811.6572 - logcount_predictions_loss: 0.5377 13/2446 [..............................] - ETA: 6:13 - loss: 825.2800 - logits_profile_predictions_loss: 811.5826 - logcount_predictions_loss: 0.5372 14/2446 [..............................] - ETA: 6:13 - loss: 825.3170 - logits_profile_predictions_loss: 811.6164 - logcount_predictions_loss: 0.5373 15/2446 [..............................] - ETA: 6:13 - loss: 825.9964 - logits_profile_predictions_loss: 812.2739 - logcount_predictions_loss: 0.5381 16/2446 [..............................] - ETA: 6:12 - loss: 826.4125 - logits_profile_predictions_loss: 812.6778 - logcount_predictions_loss: 0.5386 17/2446 [..............................] - ETA: 6:12 - loss: 826.7776 - logits_profile_predictions_loss: 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31/2446 [..............................] - ETA: 6:09 - loss: 826.0432 - logits_profile_predictions_loss: 812.1673 - logcount_predictions_loss: 0.5441 32/2446 [..............................] - ETA: 6:09 - loss: 826.3496 - logits_profile_predictions_loss: 812.4529 - logcount_predictions_loss: 0.5450 33/2446 [..............................] - ETA: 6:09 - loss: 826.5652 - logits_profile_predictions_loss: 812.6486 - logcount_predictions_loss: 0.5457 34/2446 [..............................] - ETA: 6:09 - loss: 826.9523 - logits_profile_predictions_loss: 813.0158 - logcount_predictions_loss: 0.5465 35/2446 [..............................] - ETA: 6:09 - loss: 827.2199 - logits_profile_predictions_loss: 813.2659 - logcount_predictions_loss: 0.5472 36/2446 [..............................] - ETA: 6:08 - loss: 827.4499 - logits_profile_predictions_loss: 813.4744 - logcount_predictions_loss: 0.5481 37/2446 [..............................] - ETA: 6:08 - loss: 827.6848 - 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[..............................] - ETA: 6:07 - loss: 828.7380 - logits_profile_predictions_loss: 814.6217 - logcount_predictions_loss: 0.5536 45/2446 [..............................] - ETA: 6:07 - loss: 828.8605 - logits_profile_predictions_loss: 814.7293 - logcount_predictions_loss: 0.5542 46/2446 [..............................] - ETA: 6:07 - loss: 828.9438 - logits_profile_predictions_loss: 814.7984 - logcount_predictions_loss: 0.5547 47/2446 [..............................] - ETA: 6:06 - loss: 829.0320 - logits_profile_predictions_loss: 814.8735 - logcount_predictions_loss: 0.5552 48/2446 [..............................] - ETA: 6:06 - loss: 829.0775 - logits_profile_predictions_loss: 814.9078 - logcount_predictions_loss: 0.5557 49/2446 [..............................] - ETA: 6:06 - loss: 829.0996 - logits_profile_predictions_loss: 814.9214 - logcount_predictions_loss: 0.5560 50/2446 [..............................] - ETA: 6:06 - loss: 829.1350 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 825.9964 - logcount_predictions_loss: 0.5711 338/2446 [===>..........................] - ETA: 5:22 - loss: 840.5850 - logits_profile_predictions_loss: 826.0225 - logcount_predictions_loss: 0.5711 339/2446 [===>..........................] - ETA: 5:22 - loss: 840.6132 - logits_profile_predictions_loss: 826.0500 - logcount_predictions_loss: 0.5711 340/2446 [===>..........................] - ETA: 5:21 - loss: 840.6414 - logits_profile_predictions_loss: 826.0776 - logcount_predictions_loss: 0.5711 341/2446 [===>..........................] - ETA: 5:21 - loss: 840.6709 - logits_profile_predictions_loss: 826.1065 - logcount_predictions_loss: 0.5711 342/2446 [===>..........................] - ETA: 5:21 - loss: 840.6991 - logits_profile_predictions_loss: 826.1341 - logcount_predictions_loss: 0.5712 343/2446 [===>..........................] - ETA: 5:21 - loss: 840.7277 - logits_profile_predictions_loss: 826.1621 - logcount_predictions_loss: 0.5712 344/2446 [===>..........................] - ETA: 5:21 - loss: 840.7564 - logits_profile_predictions_loss: 826.1901 - logcount_predictions_loss: 0.5712 345/2446 [===>..........................] - ETA: 5:21 - loss: 840.7846 - logits_profile_predictions_loss: 826.2178 - logcount_predictions_loss: 0.5712 346/2446 [===>..........................] - ETA: 5:21 - loss: 840.8119 - logits_profile_predictions_loss: 826.2445 - logcount_predictions_loss: 0.5713 347/2446 [===>..........................] - ETA: 5:20 - loss: 840.8396 - logits_profile_predictions_loss: 826.2717 - logcount_predictions_loss: 0.5713 348/2446 [===>..........................] - ETA: 5:20 - loss: 840.8666 - logits_profile_predictions_loss: 826.2981 - logcount_predictions_loss: 0.5713 349/2446 [===>..........................] - ETA: 5:20 - loss: 840.8941 - logits_profile_predictions_loss: 826.3250 - logcount_predictions_loss: 0.5713 350/2446 [===>..........................] - ETA: 5:20 - loss: 840.9209 - logits_profile_predictions_loss: 826.3512 - logcount_predictions_loss: 0.5714 351/2446 [===>..........................] - ETA: 5:20 - loss: 840.9478 - logits_profile_predictions_loss: 826.3775 - logcount_predictions_loss: 0.5714 352/2446 [===>..........................] - ETA: 5:20 - loss: 840.9759 - logits_profile_predictions_loss: 826.4051 - logcount_predictions_loss: 0.5714 353/2446 [===>..........................] - ETA: 5:19 - loss: 841.0033 - logits_profile_predictions_loss: 826.4319 - logcount_predictions_loss: 0.5714 354/2446 [===>..........................] - ETA: 5:19 - loss: 841.0309 - logits_profile_predictions_loss: 826.4590 - logcount_predictions_loss: 0.5714 355/2446 [===>..........................] - ETA: 5:19 - loss: 841.0577 - logits_profile_predictions_loss: 826.4853 - logcount_predictions_loss: 0.5715 356/2446 [===>..........................] - ETA: 5:19 - loss: 841.0844 - logits_profile_predictions_loss: 826.5115 - logcount_predictions_loss: 0.5715 357/2446 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logits_profile_predictions_loss: 826.6807 - logcount_predictions_loss: 0.5716 364/2446 [===>..........................] - ETA: 5:18 - loss: 841.2809 - logits_profile_predictions_loss: 826.7045 - logcount_predictions_loss: 0.5716 365/2446 [===>..........................] - ETA: 5:18 - loss: 841.3042 - logits_profile_predictions_loss: 826.7275 - logcount_predictions_loss: 0.5716 366/2446 [===>..........................] - ETA: 5:17 - loss: 841.3277 - logits_profile_predictions_loss: 826.7507 - logcount_predictions_loss: 0.5716 367/2446 [===>..........................] - ETA: 5:17 - loss: 841.3505 - logits_profile_predictions_loss: 826.7731 - logcount_predictions_loss: 0.5717 368/2446 [===>..........................] - ETA: 5:17 - loss: 841.3729 - logits_profile_predictions_loss: 826.7952 - logcount_predictions_loss: 0.5717 369/2446 [===>..........................] - ETA: 5:17 - loss: 841.3946 - logits_profile_predictions_loss: 826.8166 - logcount_predictions_loss: 0.5717 370/2446 [===>..........................] - ETA: 5:17 - loss: 841.4165 - logits_profile_predictions_loss: 826.8382 - logcount_predictions_loss: 0.5717 371/2446 [===>..........................] - ETA: 5:17 - loss: 841.4380 - logits_profile_predictions_loss: 826.8594 - logcount_predictions_loss: 0.5717 372/2446 [===>..........................] - ETA: 5:17 - loss: 841.4602 - logits_profile_predictions_loss: 826.8813 - logcount_predictions_loss: 0.5717 373/2446 [===>..........................] - ETA: 5:16 - loss: 841.4816 - logits_profile_predictions_loss: 826.9024 - logcount_predictions_loss: 0.5717 374/2446 [===>..........................] - ETA: 5:16 - loss: 841.5037 - logits_profile_predictions_loss: 826.9242 - logcount_predictions_loss: 0.5717 375/2446 [===>..........................] - ETA: 5:16 - loss: 841.5265 - logits_profile_predictions_loss: 826.9467 - logcount_predictions_loss: 0.5718 376/2446 [===>..........................] - ETA: 5:16 - loss: 841.5478 - logits_profile_predictions_loss: 826.9678 - logcount_predictions_loss: 0.5718 377/2446 [===>..........................] - ETA: 5:16 - loss: 841.5690 - logits_profile_predictions_loss: 826.9887 - logcount_predictions_loss: 0.5718 378/2446 [===>..........................] - ETA: 5:16 - loss: 841.5904 - logits_profile_predictions_loss: 827.0098 - logcount_predictions_loss: 0.5718 379/2446 [===>..........................] - ETA: 5:15 - loss: 841.6115 - logits_profile_predictions_loss: 827.0307 - logcount_predictions_loss: 0.5718 380/2446 [===>..........................] - ETA: 5:15 - loss: 841.6337 - logits_profile_predictions_loss: 827.0525 - logcount_predictions_loss: 0.5718 381/2446 [===>..........................] - ETA: 5:15 - loss: 841.6560 - logits_profile_predictions_loss: 827.0746 - logcount_predictions_loss: 0.5718 382/2446 [===>..........................] - ETA: 5:15 - loss: 841.6778 - logits_profile_predictions_loss: 827.0961 - logcount_predictions_loss: 0.5718 383/2446 [===>..........................] - ETA: 5:15 - loss: 841.6997 - logits_profile_predictions_loss: 827.1177 - logcount_predictions_loss: 0.5718 384/2446 [===>..........................] - ETA: 5:15 - loss: 841.7215 - logits_profile_predictions_loss: 827.1393 - logcount_predictions_loss: 0.5718 385/2446 [===>..........................] - ETA: 5:15 - loss: 841.7432 - logits_profile_predictions_loss: 827.1607 - logcount_predictions_loss: 0.5719 386/2446 [===>..........................] - ETA: 5:14 - loss: 841.7642 - logits_profile_predictions_loss: 827.1815 - logcount_predictions_loss: 0.5719 387/2446 [===>..........................] - ETA: 5:14 - loss: 841.7853 - logits_profile_predictions_loss: 827.2023 - logcount_predictions_loss: 0.5719 388/2446 [===>..........................] - ETA: 5:14 - loss: 841.8059 - logits_profile_predictions_loss: 827.2227 - logcount_predictions_loss: 0.5719 389/2446 [===>..........................] - ETA: 5:14 - loss: 841.8250 - logits_profile_predictions_loss: 827.2415 - logcount_predictions_loss: 0.5719 390/2446 [===>..........................] - ETA: 5:14 - loss: 841.8448 - logits_profile_predictions_loss: 827.2611 - logcount_predictions_loss: 0.5719 391/2446 [===>..........................] - ETA: 5:14 - loss: 841.8645 - logits_profile_predictions_loss: 827.2806 - logcount_predictions_loss: 0.5719 392/2446 [===>..........................] - ETA: 5:13 - loss: 841.8827 - logits_profile_predictions_loss: 827.2986 - logcount_predictions_loss: 0.5719 393/2446 [===>..........................] - ETA: 5:13 - loss: 841.9005 - logits_profile_predictions_loss: 827.3162 - logcount_predictions_loss: 0.5719 394/2446 [===>..........................] - ETA: 5:13 - loss: 841.9176 - logits_profile_predictions_loss: 827.3331 - logcount_predictions_loss: 0.5719 395/2446 [===>..........................] - ETA: 5:13 - loss: 841.9354 - logits_profile_predictions_loss: 827.3508 - logcount_predictions_loss: 0.5719 396/2446 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logits_profile_predictions_loss: 827.4700 - logcount_predictions_loss: 0.5720 403/2446 [===>..........................] - ETA: 5:12 - loss: 842.0730 - logits_profile_predictions_loss: 827.4866 - logcount_predictions_loss: 0.5720 404/2446 [===>..........................] - ETA: 5:12 - loss: 842.0896 - logits_profile_predictions_loss: 827.5030 - logcount_predictions_loss: 0.5720 405/2446 [===>..........................] - ETA: 5:12 - loss: 842.1054 - logits_profile_predictions_loss: 827.5186 - logcount_predictions_loss: 0.5720 406/2446 [===>..........................] - ETA: 5:11 - loss: 842.1203 - logits_profile_predictions_loss: 827.5333 - logcount_predictions_loss: 0.5720 407/2446 [===>..........................] - ETA: 5:11 - loss: 842.1363 - logits_profile_predictions_loss: 827.5490 - logcount_predictions_loss: 0.5720 408/2446 [====>.........................] - ETA: 5:11 - loss: 842.1520 - logits_profile_predictions_loss: 827.5643 - logcount_predictions_loss: 0.5721 409/2446 [====>.........................] - ETA: 5:11 - loss: 842.1671 - logits_profile_predictions_loss: 827.5790 - logcount_predictions_loss: 0.5721 410/2446 [====>.........................] - ETA: 5:11 - loss: 842.1824 - logits_profile_predictions_loss: 827.5940 - logcount_predictions_loss: 0.5721 411/2446 [====>.........................] - ETA: 5:11 - loss: 842.1984 - logits_profile_predictions_loss: 827.6096 - logcount_predictions_loss: 0.5721 412/2446 [====>.........................] - ETA: 5:10 - loss: 842.2141 - logits_profile_predictions_loss: 827.6250 - logcount_predictions_loss: 0.5721 413/2446 [====>.........................] - ETA: 5:10 - loss: 842.2292 - logits_profile_predictions_loss: 827.6398 - logcount_predictions_loss: 0.5721 414/2446 [====>.........................] - ETA: 5:10 - loss: 842.2443 - logits_profile_predictions_loss: 827.6545 - logcount_predictions_loss: 0.5721 415/2446 [====>.........................] - ETA: 5:10 - loss: 842.2594 - logits_profile_predictions_loss: 827.6693 - logcount_predictions_loss: 0.5722 416/2446 [====>.........................] - ETA: 5:10 - loss: 842.2743 - logits_profile_predictions_loss: 827.6839 - logcount_predictions_loss: 0.5722 417/2446 [====>.........................] - ETA: 5:10 - loss: 842.2883 - logits_profile_predictions_loss: 827.6975 - logcount_predictions_loss: 0.5722 418/2446 [====>.........................] - ETA: 5:10 - loss: 842.3028 - logits_profile_predictions_loss: 827.7117 - logcount_predictions_loss: 0.5722 419/2446 [====>.........................] - ETA: 5:09 - loss: 842.3181 - logits_profile_predictions_loss: 827.7266 - logcount_predictions_loss: 0.5722 420/2446 [====>.........................] - ETA: 5:09 - loss: 842.3336 - logits_profile_predictions_loss: 827.7417 - logcount_predictions_loss: 0.5722 421/2446 [====>.........................] - ETA: 5:09 - loss: 842.3495 - logits_profile_predictions_loss: 827.7573 - logcount_predictions_loss: 0.5722 422/2446 [====>.........................] - ETA: 5:09 - loss: 842.3651 - logits_profile_predictions_loss: 827.7725 - logcount_predictions_loss: 0.5723 423/2446 [====>.........................] - ETA: 5:09 - loss: 842.3801 - logits_profile_predictions_loss: 827.7871 - logcount_predictions_loss: 0.5723 424/2446 [====>.........................] - ETA: 5:09 - loss: 842.3945 - logits_profile_predictions_loss: 827.8011 - logcount_predictions_loss: 0.5723 425/2446 [====>.........................] - ETA: 5:08 - loss: 842.4078 - logits_profile_predictions_loss: 827.8141 - logcount_predictions_loss: 0.5723 426/2446 [====>.........................] - ETA: 5:08 - loss: 842.4199 - logits_profile_predictions_loss: 827.8258 - logcount_predictions_loss: 0.5723 427/2446 [====>.........................] - ETA: 5:08 - loss: 842.4321 - logits_profile_predictions_loss: 827.8377 - logcount_predictions_loss: 0.5723 428/2446 [====>.........................] - ETA: 5:08 - loss: 842.4435 - logits_profile_predictions_loss: 827.8487 - logcount_predictions_loss: 0.5723 429/2446 [====>.........................] - ETA: 5:08 - loss: 842.4551 - logits_profile_predictions_loss: 827.8600 - logcount_predictions_loss: 0.5724 430/2446 [====>.........................] - ETA: 5:08 - loss: 842.4669 - logits_profile_predictions_loss: 827.8714 - logcount_predictions_loss: 0.5724 431/2446 [====>.........................] - ETA: 5:08 - loss: 842.4788 - logits_profile_predictions_loss: 827.8829 - logcount_predictions_loss: 0.5724 432/2446 [====>.........................] - ETA: 5:07 - loss: 842.4901 - logits_profile_predictions_loss: 827.8939 - logcount_predictions_loss: 0.5724 433/2446 [====>.........................] - ETA: 5:07 - loss: 842.5018 - logits_profile_predictions_loss: 827.9052 - logcount_predictions_loss: 0.5724 434/2446 [====>.........................] - ETA: 5:07 - loss: 842.5135 - logits_profile_predictions_loss: 827.9166 - logcount_predictions_loss: 0.5724 435/2446 [====>.........................] - ETA: 5:07 - loss: 842.5254 - logits_profile_predictions_loss: 827.9281 - logcount_predictions_loss: 0.5724 436/2446 [====>.........................] - ETA: 5:07 - loss: 842.5374 - logits_profile_predictions_loss: 827.9398 - logcount_predictions_loss: 0.5725 437/2446 [====>.........................] - ETA: 5:07 - loss: 842.5492 - logits_profile_predictions_loss: 827.9512 - logcount_predictions_loss: 0.5725 438/2446 [====>.........................] - ETA: 5:06 - loss: 842.5606 - logits_profile_predictions_loss: 827.9623 - logcount_predictions_loss: 0.5725 439/2446 [====>.........................] - ETA: 5:06 - loss: 842.5718 - logits_profile_predictions_loss: 827.9732 - logcount_predictions_loss: 0.5725 440/2446 [====>.........................] - ETA: 5:06 - loss: 842.5831 - logits_profile_predictions_loss: 827.9841 - logcount_predictions_loss: 0.5725 441/2446 [====>.........................] - ETA: 5:06 - loss: 842.5948 - 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[..............................] - ETA: 6:11 - loss: 785.3251 - logits_profile_predictions_loss: 771.6981 - logcount_predictions_loss: 0.5344 16/2446 [..............................] - ETA: 6:11 - loss: 787.5731 - logits_profile_predictions_loss: 773.9690 - logcount_predictions_loss: 0.5335 17/2446 [..............................] - ETA: 6:11 - loss: 789.4280 - logits_profile_predictions_loss: 775.8420 - logcount_predictions_loss: 0.5328 18/2446 [..............................] - ETA: 6:11 - loss: 791.0496 - logits_profile_predictions_loss: 777.4757 - logcount_predictions_loss: 0.5323 19/2446 [..............................] - ETA: 6:11 - loss: 792.9327 - logits_profile_predictions_loss: 779.3513 - logcount_predictions_loss: 0.5326 20/2446 [..............................] - ETA: 6:10 - loss: 795.0638 - logits_profile_predictions_loss: 781.4708 - logcount_predictions_loss: 0.5331 21/2446 [..............................] - ETA: 6:10 - loss: 796.7972 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:06 - loss: 813.0003 - logits_profile_predictions_loss: 799.1242 - logcount_predictions_loss: 0.5442 49/2446 [..............................] - ETA: 6:06 - loss: 813.3280 - logits_profile_predictions_loss: 799.4513 - logcount_predictions_loss: 0.5442 50/2446 [..............................] - ETA: 6:06 - loss: 813.6126 - logits_profile_predictions_loss: 799.7346 - logcount_predictions_loss: 0.5442 51/2446 [..............................] - ETA: 6:05 - loss: 813.9227 - logits_profile_predictions_loss: 800.0436 - logcount_predictions_loss: 0.5443 52/2446 [..............................] - ETA: 6:05 - loss: 814.2683 - logits_profile_predictions_loss: 800.3876 - logcount_predictions_loss: 0.5443 53/2446 [..............................] - ETA: 6:05 - loss: 814.5694 - logits_profile_predictions_loss: 800.6885 - logcount_predictions_loss: 0.5443 54/2446 [..............................] - ETA: 6:05 - loss: 814.8420 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:01 - loss: 821.6351 - logits_profile_predictions_loss: 807.7965 - logcount_predictions_loss: 0.5427 82/2446 [>.............................] - ETA: 6:01 - loss: 821.8098 - logits_profile_predictions_loss: 807.9724 - logcount_predictions_loss: 0.5426 83/2446 [>.............................] - ETA: 6:00 - loss: 821.9901 - logits_profile_predictions_loss: 808.1535 - logcount_predictions_loss: 0.5426 84/2446 [>.............................] - ETA: 6:00 - loss: 822.1708 - logits_profile_predictions_loss: 808.3351 - logcount_predictions_loss: 0.5426 85/2446 [>.............................] - ETA: 6:00 - loss: 822.3436 - logits_profile_predictions_loss: 808.5081 - logcount_predictions_loss: 0.5426 86/2446 [>.............................] - ETA: 6:00 - loss: 822.5229 - logits_profile_predictions_loss: 808.6878 - logcount_predictions_loss: 0.5426 87/2446 [>.............................] - ETA: 6:00 - loss: 822.6901 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 5:28 - loss: 834.9394 - logits_profile_predictions_loss: 821.0194 - logcount_predictions_loss: 0.5459 297/2446 [==>...........................] - ETA: 5:28 - loss: 834.9586 - logits_profile_predictions_loss: 821.0375 - logcount_predictions_loss: 0.5459 298/2446 [==>...........................] - ETA: 5:28 - loss: 834.9761 - logits_profile_predictions_loss: 821.0541 - logcount_predictions_loss: 0.5460 299/2446 [==>...........................] - ETA: 5:28 - loss: 834.9943 - logits_profile_predictions_loss: 821.0712 - logcount_predictions_loss: 0.5460 300/2446 [==>...........................] - ETA: 5:27 - loss: 835.0110 - logits_profile_predictions_loss: 821.0869 - logcount_predictions_loss: 0.5461 301/2446 [==>...........................] - ETA: 5:27 - loss: 835.0285 - logits_profile_predictions_loss: 821.1034 - logcount_predictions_loss: 0.5461 302/2446 [==>...........................] - ETA: 5:27 - loss: 835.0458 - 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[==>...........................] - ETA: 5:24 - loss: 835.3753 - logits_profile_predictions_loss: 821.4299 - logcount_predictions_loss: 0.5469 323/2446 [==>...........................] - ETA: 5:24 - loss: 835.3931 - logits_profile_predictions_loss: 821.4468 - logcount_predictions_loss: 0.5469 324/2446 [==>...........................] - ETA: 5:24 - loss: 835.4120 - logits_profile_predictions_loss: 821.4647 - logcount_predictions_loss: 0.5470 325/2446 [==>...........................] - ETA: 5:24 - loss: 835.4310 - logits_profile_predictions_loss: 821.4828 - logcount_predictions_loss: 0.5470 326/2446 [==>...........................] - ETA: 5:24 - loss: 835.4496 - logits_profile_predictions_loss: 821.5006 - logcount_predictions_loss: 0.5470 327/2446 [===>..........................] - ETA: 5:23 - loss: 835.4684 - logits_profile_predictions_loss: 821.5185 - logcount_predictions_loss: 0.5471 328/2446 [===>..........................] - ETA: 5:23 - loss: 835.4875 - 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[===>..........................] - ETA: 5:14 - loss: 836.4269 - logits_profile_predictions_loss: 822.4355 - logcount_predictions_loss: 0.5487 388/2446 [===>..........................] - ETA: 5:14 - loss: 836.4384 - logits_profile_predictions_loss: 822.4465 - logcount_predictions_loss: 0.5487 389/2446 [===>..........................] - ETA: 5:14 - loss: 836.4504 - logits_profile_predictions_loss: 822.4580 - logcount_predictions_loss: 0.5487 390/2446 [===>..........................] - ETA: 5:14 - loss: 836.4626 - logits_profile_predictions_loss: 822.4697 - logcount_predictions_loss: 0.5488 391/2446 [===>..........................] - ETA: 5:14 - loss: 836.4751 - logits_profile_predictions_loss: 822.4816 - logcount_predictions_loss: 0.5488 392/2446 [===>..........................] - ETA: 5:14 - loss: 836.4881 - logits_profile_predictions_loss: 822.4942 - logcount_predictions_loss: 0.5488 393/2446 [===>..........................] - ETA: 5:13 - loss: 836.5018 - logits_profile_predictions_loss: 822.5074 - logcount_predictions_loss: 0.5488 394/2446 [===>..........................] - ETA: 5:13 - loss: 836.5151 - logits_profile_predictions_loss: 822.5202 - logcount_predictions_loss: 0.5488 395/2446 [===>..........................] - ETA: 5:13 - loss: 836.5282 - logits_profile_predictions_loss: 822.5328 - logcount_predictions_loss: 0.5488 396/2446 [===>..........................] - ETA: 5:13 - loss: 836.5408 - logits_profile_predictions_loss: 822.5449 - logcount_predictions_loss: 0.5489 397/2446 [===>..........................] - ETA: 5:13 - loss: 836.5534 - logits_profile_predictions_loss: 822.5570 - logcount_predictions_loss: 0.5489 398/2446 [===>..........................] - ETA: 5:13 - loss: 836.5651 - logits_profile_predictions_loss: 822.5683 - logcount_predictions_loss: 0.5489 399/2446 [===>..........................] - ETA: 5:12 - loss: 836.5771 - logits_profile_predictions_loss: 822.5799 - logcount_predictions_loss: 0.5489 400/2446 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[=====>........................] - ETA: 4:54 - loss: 838.0504 - logits_profile_predictions_loss: 823.9991 - logcount_predictions_loss: 0.5510 518/2446 [=====>........................] - ETA: 4:54 - loss: 838.0618 - logits_profile_predictions_loss: 824.0100 - logcount_predictions_loss: 0.5511 519/2446 [=====>........................] - ETA: 4:54 - loss: 838.0733 - logits_profile_predictions_loss: 824.0209 - logcount_predictions_loss: 0.5511 520/2446 [=====>........................] - ETA: 4:54 - loss: 838.0843 - logits_profile_predictions_loss: 824.0314 - logcount_predictions_loss: 0.5511 521/2446 [=====>........................] - ETA: 4:54 - loss: 838.0952 - logits_profile_predictions_loss: 824.0418 - logcount_predictions_loss: 0.5511 522/2446 [=====>........................] - ETA: 4:54 - loss: 838.1061 - logits_profile_predictions_loss: 824.0521 - logcount_predictions_loss: 0.5511 523/2446 [=====>........................] - ETA: 4:53 - loss: 838.1169 - 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[============================>.] - ETA: 0s - loss: 840.6394 - logits_profile_predictions_loss: 826.3004 - logcount_predictions_loss: 0.5623 2443/2446 [============================>.] - ETA: 0s - loss: 840.6391 - logits_profile_predictions_loss: 826.3001 - logcount_predictions_loss: 0.5623 2444/2446 [============================>.] - ETA: 0s - loss: 840.6389 - logits_profile_predictions_loss: 826.2998 - logcount_predictions_loss: 0.5623 2445/2446 [============================>.] - ETA: 0s - loss: 840.6386 - logits_profile_predictions_loss: 826.2995 - logcount_predictions_loss: 0.5623 2446/2446 [==============================] - ETA: 0s - loss: 840.6383 - logits_profile_predictions_loss: 826.2992 - logcount_predictions_loss: 0.5623 2446/2446 [==============================] - 392s 160ms/step - loss: 840.6380 - logits_profile_predictions_loss: 826.2989 - logcount_predictions_loss: 0.5623 - val_loss: 845.6913 - val_logits_profile_predictions_loss: 830.3857 - val_logcount_predictions_loss: 0.6002 Epoch 00011: val_loss did not improve from 838.46716 Epoch 12/50 1/2446 [..............................] - ETA: 7:40 - loss: 904.7512 - logits_profile_predictions_loss: 890.6937 - logcount_predictions_loss: 0.5513 2/2446 [..............................] - ETA: 6:20 - loss: 864.8781 - logits_profile_predictions_loss: 850.6737 - logcount_predictions_loss: 0.5570 3/2446 [..............................] - ETA: 6:17 - loss: 862.4958 - logits_profile_predictions_loss: 848.2493 - logcount_predictions_loss: 0.5587 4/2446 [..............................] - ETA: 6:15 - loss: 859.3553 - logits_profile_predictions_loss: 844.7112 - logcount_predictions_loss: 0.5743 5/2446 [..............................] - ETA: 6:15 - loss: 852.8018 - logits_profile_predictions_loss: 837.9350 - logcount_predictions_loss: 0.5830 6/2446 [..............................] - ETA: 6:14 - loss: 845.1418 - logits_profile_predictions_loss: 830.3130 - logcount_predictions_loss: 0.5815 7/2446 [..............................] - ETA: 6:14 - loss: 842.2502 - logits_profile_predictions_loss: 827.4740 - logcount_predictions_loss: 0.5795 8/2446 [..............................] - ETA: 6:13 - loss: 841.7210 - logits_profile_predictions_loss: 826.9543 - logcount_predictions_loss: 0.5791 9/2446 [..............................] - ETA: 6:13 - loss: 840.8962 - logits_profile_predictions_loss: 826.1894 - logcount_predictions_loss: 0.5767 10/2446 [..............................] - ETA: 6:12 - loss: 840.0917 - logits_profile_predictions_loss: 825.4841 - logcount_predictions_loss: 0.5729 11/2446 [..............................] - ETA: 6:12 - loss: 838.6024 - logits_profile_predictions_loss: 824.0494 - logcount_predictions_loss: 0.5707 12/2446 [..............................] - ETA: 6:12 - loss: 837.5371 - logits_profile_predictions_loss: 822.9961 - logcount_predictions_loss: 0.5702 13/2446 [..............................] - ETA: 6:12 - loss: 836.2140 - logits_profile_predictions_loss: 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loss: 830.7473 - logits_profile_predictions_loss: 816.2989 - logcount_predictions_loss: 0.5666 21/2446 [..............................] - ETA: 6:10 - loss: 830.4321 - logits_profile_predictions_loss: 815.9911 - logcount_predictions_loss: 0.5663 22/2446 [..............................] - ETA: 6:10 - loss: 830.1782 - logits_profile_predictions_loss: 815.7424 - logcount_predictions_loss: 0.5661 23/2446 [..............................] - ETA: 6:10 - loss: 830.2710 - logits_profile_predictions_loss: 815.8328 - logcount_predictions_loss: 0.5662 24/2446 [..............................] - ETA: 6:10 - loss: 830.3880 - logits_profile_predictions_loss: 815.9508 - logcount_predictions_loss: 0.5662 25/2446 [..............................] - ETA: 6:10 - loss: 830.3431 - logits_profile_predictions_loss: 815.9092 - logcount_predictions_loss: 0.5660 26/2446 [..............................] - ETA: 6:09 - loss: 830.2918 - logits_profile_predictions_loss: 815.8547 - logcount_predictions_loss: 0.5662 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logits_profile_predictions_loss: 815.4267 - logcount_predictions_loss: 0.5644 34/2446 [..............................] - ETA: 6:09 - loss: 829.7926 - logits_profile_predictions_loss: 815.4147 - logcount_predictions_loss: 0.5638 35/2446 [..............................] - ETA: 6:08 - loss: 829.7888 - logits_profile_predictions_loss: 815.4221 - logcount_predictions_loss: 0.5634 36/2446 [..............................] - ETA: 6:08 - loss: 829.6460 - logits_profile_predictions_loss: 815.2907 - logcount_predictions_loss: 0.5629 37/2446 [..............................] - ETA: 6:08 - loss: 829.5674 - logits_profile_predictions_loss: 815.2217 - logcount_predictions_loss: 0.5626 38/2446 [..............................] - ETA: 6:08 - loss: 829.4610 - logits_profile_predictions_loss: 815.1254 - logcount_predictions_loss: 0.5622 39/2446 [..............................] - ETA: 6:08 - loss: 829.2987 - logits_profile_predictions_loss: 814.9704 - logcount_predictions_loss: 0.5619 40/2446 [..............................] - ETA: 6:08 - loss: 829.1411 - logits_profile_predictions_loss: 814.8190 - logcount_predictions_loss: 0.5616 41/2446 [..............................] - ETA: 6:07 - loss: 828.9691 - logits_profile_predictions_loss: 814.6540 - logcount_predictions_loss: 0.5614 42/2446 [..............................] - ETA: 6:07 - loss: 828.7609 - logits_profile_predictions_loss: 814.4509 - logcount_predictions_loss: 0.5612 43/2446 [..............................] - ETA: 6:07 - loss: 828.5600 - logits_profile_predictions_loss: 814.2557 - logcount_predictions_loss: 0.5609 44/2446 [..............................] - ETA: 6:07 - loss: 828.3652 - logits_profile_predictions_loss: 814.0674 - logcount_predictions_loss: 0.5607 45/2446 [..............................] - ETA: 6:07 - loss: 828.1942 - logits_profile_predictions_loss: 813.9007 - logcount_predictions_loss: 0.5605 46/2446 [..............................] - ETA: 6:07 - loss: 828.0032 - logits_profile_predictions_loss: 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loss: 827.3854 - logits_profile_predictions_loss: 813.1282 - logcount_predictions_loss: 0.5591 54/2446 [..............................] - ETA: 6:05 - loss: 827.3377 - logits_profile_predictions_loss: 813.0834 - logcount_predictions_loss: 0.5590 55/2446 [..............................] - ETA: 6:05 - loss: 827.3105 - logits_profile_predictions_loss: 813.0597 - logcount_predictions_loss: 0.5588 56/2446 [..............................] - ETA: 6:05 - loss: 827.3673 - logits_profile_predictions_loss: 813.1192 - logcount_predictions_loss: 0.5587 57/2446 [..............................] - ETA: 6:05 - loss: 827.4506 - logits_profile_predictions_loss: 813.2032 - logcount_predictions_loss: 0.5587 58/2446 [..............................] - ETA: 6:05 - loss: 827.5120 - logits_profile_predictions_loss: 813.2663 - logcount_predictions_loss: 0.5587 59/2446 [..............................] - ETA: 6:05 - loss: 827.5536 - logits_profile_predictions_loss: 813.3100 - logcount_predictions_loss: 0.5586 60/2446 [..............................] - ETA: 6:04 - loss: 827.5991 - logits_profile_predictions_loss: 813.3573 - logcount_predictions_loss: 0.5585 61/2446 [..............................] - ETA: 6:04 - loss: 827.6547 - logits_profile_predictions_loss: 813.4137 - logcount_predictions_loss: 0.5585 62/2446 [..............................] - ETA: 6:04 - loss: 827.6761 - logits_profile_predictions_loss: 813.4334 - logcount_predictions_loss: 0.5585 63/2446 [..............................] - ETA: 6:04 - loss: 827.6807 - logits_profile_predictions_loss: 813.4356 - logcount_predictions_loss: 0.5586 64/2446 [..............................] - ETA: 6:04 - loss: 827.6753 - logits_profile_predictions_loss: 813.4288 - logcount_predictions_loss: 0.5587 65/2446 [..............................] - ETA: 6:04 - loss: 827.6540 - logits_profile_predictions_loss: 813.4059 - logcount_predictions_loss: 0.5587 66/2446 [..............................] - ETA: 6:03 - loss: 827.6198 - logits_profile_predictions_loss: 813.3705 - logcount_predictions_loss: 0.5588 67/2446 [..............................] - ETA: 6:03 - loss: 827.5646 - logits_profile_predictions_loss: 813.3138 - logcount_predictions_loss: 0.5588 68/2446 [..............................] - ETA: 6:03 - loss: 827.5457 - logits_profile_predictions_loss: 813.2936 - logcount_predictions_loss: 0.5589 69/2446 [..............................] - ETA: 6:03 - loss: 827.5092 - logits_profile_predictions_loss: 813.2552 - logcount_predictions_loss: 0.5590 70/2446 [..............................] - ETA: 6:03 - loss: 827.5284 - logits_profile_predictions_loss: 813.2718 - logcount_predictions_loss: 0.5591 71/2446 [..............................] - ETA: 6:03 - loss: 827.5406 - logits_profile_predictions_loss: 813.2811 - logcount_predictions_loss: 0.5592 72/2446 [..............................] - ETA: 6:03 - loss: 827.5475 - logits_profile_predictions_loss: 813.2857 - logcount_predictions_loss: 0.5593 73/2446 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logits_profile_predictions_loss: 820.4912 - logcount_predictions_loss: 0.5531 386/2446 [===>..........................] - ETA: 5:14 - loss: 834.6088 - logits_profile_predictions_loss: 820.5063 - logcount_predictions_loss: 0.5530 387/2446 [===>..........................] - ETA: 5:14 - loss: 834.6228 - logits_profile_predictions_loss: 820.5211 - logcount_predictions_loss: 0.5530 388/2446 [===>..........................] - ETA: 5:14 - loss: 834.6376 - logits_profile_predictions_loss: 820.5367 - logcount_predictions_loss: 0.5530 389/2446 [===>..........................] - ETA: 5:14 - loss: 834.6529 - logits_profile_predictions_loss: 820.5528 - logcount_predictions_loss: 0.5529 390/2446 [===>..........................] - ETA: 5:14 - loss: 834.6686 - logits_profile_predictions_loss: 820.5692 - logcount_predictions_loss: 0.5529 391/2446 [===>..........................] - ETA: 5:14 - loss: 834.6841 - logits_profile_predictions_loss: 820.5855 - logcount_predictions_loss: 0.5529 392/2446 [===>..........................] - ETA: 5:13 - loss: 834.6991 - logits_profile_predictions_loss: 820.6013 - logcount_predictions_loss: 0.5528 393/2446 [===>..........................] - ETA: 5:13 - loss: 834.7143 - logits_profile_predictions_loss: 820.6172 - logcount_predictions_loss: 0.5528 394/2446 [===>..........................] - ETA: 5:13 - loss: 834.7292 - logits_profile_predictions_loss: 820.6330 - logcount_predictions_loss: 0.5528 395/2446 [===>..........................] - ETA: 5:13 - loss: 834.7445 - logits_profile_predictions_loss: 820.6490 - logcount_predictions_loss: 0.5528 396/2446 [===>..........................] - ETA: 5:13 - loss: 834.7606 - logits_profile_predictions_loss: 820.6659 - logcount_predictions_loss: 0.5527 397/2446 [===>..........................] - ETA: 5:13 - loss: 834.7767 - logits_profile_predictions_loss: 820.6827 - logcount_predictions_loss: 0.5527 398/2446 [===>..........................] - ETA: 5:13 - loss: 834.7927 - logits_profile_predictions_loss: 820.6995 - logcount_predictions_loss: 0.5527 399/2446 [===>..........................] - ETA: 5:12 - loss: 834.8074 - logits_profile_predictions_loss: 820.7151 - logcount_predictions_loss: 0.5526 400/2446 [===>..........................] - ETA: 5:12 - loss: 834.8223 - logits_profile_predictions_loss: 820.7308 - logcount_predictions_loss: 0.5526 401/2446 [===>..........................] - ETA: 5:12 - loss: 834.8368 - logits_profile_predictions_loss: 820.7460 - logcount_predictions_loss: 0.5526 402/2446 [===>..........................] - ETA: 5:12 - loss: 834.8512 - logits_profile_predictions_loss: 820.7612 - logcount_predictions_loss: 0.5525 403/2446 [===>..........................] - ETA: 5:12 - loss: 834.8666 - logits_profile_predictions_loss: 820.7773 - logcount_predictions_loss: 0.5525 404/2446 [===>..........................] - ETA: 5:12 - loss: 834.8814 - logits_profile_predictions_loss: 820.7929 - logcount_predictions_loss: 0.5525 405/2446 [===>..........................] - ETA: 5:11 - loss: 834.8962 - logits_profile_predictions_loss: 820.8085 - logcount_predictions_loss: 0.5525 406/2446 [===>..........................] - ETA: 5:11 - loss: 834.9105 - logits_profile_predictions_loss: 820.8234 - logcount_predictions_loss: 0.5524 407/2446 [===>..........................] - ETA: 5:11 - loss: 834.9252 - logits_profile_predictions_loss: 820.8389 - logcount_predictions_loss: 0.5524 408/2446 [====>.........................] - ETA: 5:11 - loss: 834.9391 - logits_profile_predictions_loss: 820.8536 - logcount_predictions_loss: 0.5524 409/2446 [====>.........................] - ETA: 5:11 - loss: 834.9533 - logits_profile_predictions_loss: 820.8685 - logcount_predictions_loss: 0.5523 410/2446 [====>.........................] - ETA: 5:11 - loss: 834.9665 - logits_profile_predictions_loss: 820.8825 - logcount_predictions_loss: 0.5523 411/2446 [====>.........................] - ETA: 5:11 - loss: 834.9798 - logits_profile_predictions_loss: 820.8963 - logcount_predictions_loss: 0.5523 412/2446 [====>.........................] - ETA: 5:10 - loss: 834.9931 - logits_profile_predictions_loss: 820.9104 - logcount_predictions_loss: 0.5523 413/2446 [====>.........................] - ETA: 5:10 - loss: 835.0069 - logits_profile_predictions_loss: 820.9250 - logcount_predictions_loss: 0.5522 414/2446 [====>.........................] - ETA: 5:10 - loss: 835.0210 - logits_profile_predictions_loss: 820.9397 - logcount_predictions_loss: 0.5522 415/2446 [====>.........................] - ETA: 5:10 - loss: 835.0350 - logits_profile_predictions_loss: 820.9544 - logcount_predictions_loss: 0.5522 416/2446 [====>.........................] - ETA: 5:10 - loss: 835.0483 - logits_profile_predictions_loss: 820.9684 - logcount_predictions_loss: 0.5521 417/2446 [====>.........................] - ETA: 5:10 - loss: 835.0623 - logits_profile_predictions_loss: 820.9832 - logcount_predictions_loss: 0.5521 418/2446 [====>.........................] - ETA: 5:10 - loss: 835.0756 - logits_profile_predictions_loss: 820.9972 - logcount_predictions_loss: 0.5521 419/2446 [====>.........................] - ETA: 5:09 - loss: 835.0889 - logits_profile_predictions_loss: 821.0112 - logcount_predictions_loss: 0.5521 420/2446 [====>.........................] - ETA: 5:09 - loss: 835.1024 - logits_profile_predictions_loss: 821.0254 - logcount_predictions_loss: 0.5520 421/2446 [====>.........................] - ETA: 5:09 - loss: 835.1157 - logits_profile_predictions_loss: 821.0395 - logcount_predictions_loss: 0.5520 422/2446 [====>.........................] - ETA: 5:09 - loss: 835.1289 - logits_profile_predictions_loss: 821.0533 - logcount_predictions_loss: 0.5520 423/2446 [====>.........................] - ETA: 5:09 - loss: 835.1424 - logits_profile_predictions_loss: 821.0676 - logcount_predictions_loss: 0.5519 424/2446 [====>.........................] - ETA: 5:09 - loss: 835.1563 - logits_profile_predictions_loss: 821.0821 - logcount_predictions_loss: 0.5519 425/2446 [====>.........................] - ETA: 5:09 - loss: 835.1696 - logits_profile_predictions_loss: 821.0960 - logcount_predictions_loss: 0.5519 426/2446 [====>.........................] - ETA: 5:08 - loss: 835.1820 - logits_profile_predictions_loss: 821.1090 - logcount_predictions_loss: 0.5519 427/2446 [====>.........................] - ETA: 5:08 - loss: 835.1942 - logits_profile_predictions_loss: 821.1219 - logcount_predictions_loss: 0.5518 428/2446 [====>.........................] - ETA: 5:08 - loss: 835.2073 - logits_profile_predictions_loss: 821.1356 - logcount_predictions_loss: 0.5518 429/2446 [====>.........................] - ETA: 5:08 - loss: 835.2203 - logits_profile_predictions_loss: 821.1492 - logcount_predictions_loss: 0.5518 430/2446 [====>.........................] - ETA: 5:08 - loss: 835.2345 - logits_profile_predictions_loss: 821.1641 - logcount_predictions_loss: 0.5518 431/2446 [====>.........................] - ETA: 5:08 - loss: 835.2488 - logits_profile_predictions_loss: 821.1789 - logcount_predictions_loss: 0.5518 432/2446 [====>.........................] - ETA: 5:07 - loss: 835.2628 - logits_profile_predictions_loss: 821.1935 - logcount_predictions_loss: 0.5517 433/2446 [====>.........................] - ETA: 5:07 - loss: 835.2767 - logits_profile_predictions_loss: 821.2080 - logcount_predictions_loss: 0.5517 434/2446 [====>.........................] - ETA: 5:07 - loss: 835.2910 - logits_profile_predictions_loss: 821.2229 - logcount_predictions_loss: 0.5517 435/2446 [====>.........................] - ETA: 5:07 - loss: 835.3060 - logits_profile_predictions_loss: 821.2385 - logcount_predictions_loss: 0.5517 436/2446 [====>.........................] - ETA: 5:07 - loss: 835.3211 - logits_profile_predictions_loss: 821.2543 - logcount_predictions_loss: 0.5516 437/2446 [====>.........................] - ETA: 5:07 - loss: 835.3361 - logits_profile_predictions_loss: 821.2698 - logcount_predictions_loss: 0.5516 438/2446 [====>.........................] - ETA: 5:07 - loss: 835.3508 - logits_profile_predictions_loss: 821.2852 - logcount_predictions_loss: 0.5516 439/2446 [====>.........................] - ETA: 5:06 - loss: 835.3650 - logits_profile_predictions_loss: 821.3000 - logcount_predictions_loss: 0.5516 440/2446 [====>.........................] - ETA: 5:06 - loss: 835.3786 - logits_profile_predictions_loss: 821.3143 - logcount_predictions_loss: 0.5515 441/2446 [====>.........................] - ETA: 5:06 - loss: 835.3923 - logits_profile_predictions_loss: 821.3287 - logcount_predictions_loss: 0.5515 442/2446 [====>.........................] - ETA: 5:06 - loss: 835.4061 - logits_profile_predictions_loss: 821.3431 - logcount_predictions_loss: 0.5515 443/2446 [====>.........................] - ETA: 5:06 - loss: 835.4205 - logits_profile_predictions_loss: 821.3581 - logcount_predictions_loss: 0.5515 444/2446 [====>.........................] - ETA: 5:06 - loss: 835.4348 - logits_profile_predictions_loss: 821.3730 - logcount_predictions_loss: 0.5514 445/2446 [====>.........................] - ETA: 5:05 - loss: 835.4493 - logits_profile_predictions_loss: 821.3881 - logcount_predictions_loss: 0.5514 446/2446 [====>.........................] - ETA: 5:05 - loss: 835.4643 - logits_profile_predictions_loss: 821.4036 - logcount_predictions_loss: 0.5514 447/2446 [====>.........................] - ETA: 5:05 - loss: 835.4786 - logits_profile_predictions_loss: 821.4186 - logcount_predictions_loss: 0.5514 448/2446 [====>.........................] - ETA: 5:05 - loss: 835.4935 - logits_profile_predictions_loss: 821.4341 - logcount_predictions_loss: 0.5513 449/2446 [====>.........................] - ETA: 5:05 - loss: 835.5081 - logits_profile_predictions_loss: 821.4493 - logcount_predictions_loss: 0.5513 450/2446 [====>.........................] - ETA: 5:05 - loss: 835.5233 - logits_profile_predictions_loss: 821.4651 - logcount_predictions_loss: 0.5513 451/2446 [====>.........................] - ETA: 5:05 - loss: 835.5385 - logits_profile_predictions_loss: 821.4808 - logcount_predictions_loss: 0.5513 452/2446 [====>.........................] - ETA: 5:04 - loss: 835.5540 - logits_profile_predictions_loss: 821.4969 - logcount_predictions_loss: 0.5513 453/2446 [====>.........................] - ETA: 5:04 - loss: 835.5699 - logits_profile_predictions_loss: 821.5134 - logcount_predictions_loss: 0.5512 454/2446 [====>.........................] - ETA: 5:04 - loss: 835.5864 - logits_profile_predictions_loss: 821.5305 - logcount_predictions_loss: 0.5512 455/2446 [====>.........................] - ETA: 5:04 - loss: 835.6040 - logits_profile_predictions_loss: 821.5488 - logcount_predictions_loss: 0.5512 456/2446 [====>.........................] - ETA: 5:04 - loss: 835.6212 - logits_profile_predictions_loss: 821.5665 - logcount_predictions_loss: 0.5512 457/2446 [====>.........................] - ETA: 5:04 - loss: 835.6383 - logits_profile_predictions_loss: 821.5841 - logcount_predictions_loss: 0.5511 458/2446 [====>.........................] - ETA: 5:03 - loss: 835.6553 - logits_profile_predictions_loss: 821.6016 - logcount_predictions_loss: 0.5511 459/2446 [====>.........................] - ETA: 5:03 - loss: 835.6720 - logits_profile_predictions_loss: 821.6189 - logcount_predictions_loss: 0.5511 460/2446 [====>.........................] - ETA: 5:03 - loss: 835.6882 - logits_profile_predictions_loss: 821.6356 - logcount_predictions_loss: 0.5511 461/2446 [====>.........................] - ETA: 5:03 - loss: 835.7037 - logits_profile_predictions_loss: 821.6517 - logcount_predictions_loss: 0.5511 462/2446 [====>.........................] - ETA: 5:03 - loss: 835.7203 - logits_profile_predictions_loss: 821.6687 - logcount_predictions_loss: 0.5510 463/2446 [====>.........................] - ETA: 5:03 - loss: 835.7367 - logits_profile_predictions_loss: 821.6856 - logcount_predictions_loss: 0.5510 464/2446 [====>.........................] - ETA: 5:03 - loss: 835.7529 - logits_profile_predictions_loss: 821.7023 - logcount_predictions_loss: 0.5510 465/2446 [====>.........................] - ETA: 5:02 - loss: 835.7697 - logits_profile_predictions_loss: 821.7195 - logcount_predictions_loss: 0.5510 466/2446 [====>.........................] - ETA: 5:02 - loss: 835.7872 - logits_profile_predictions_loss: 821.7374 - logcount_predictions_loss: 0.5510 467/2446 [====>.........................] - ETA: 5:02 - loss: 835.8047 - logits_profile_predictions_loss: 821.7553 - logcount_predictions_loss: 0.5509 468/2446 [====>.........................] - ETA: 5:02 - loss: 835.8228 - logits_profile_predictions_loss: 821.7739 - logcount_predictions_loss: 0.5509 469/2446 [====>.........................] - ETA: 5:02 - loss: 835.8410 - logits_profile_predictions_loss: 821.7925 - logcount_predictions_loss: 0.5509 470/2446 [====>.........................] - ETA: 5:02 - loss: 835.8591 - logits_profile_predictions_loss: 821.8110 - logcount_predictions_loss: 0.5509 471/2446 [====>.........................] - ETA: 5:02 - loss: 835.8774 - logits_profile_predictions_loss: 821.8297 - logcount_predictions_loss: 0.5509 472/2446 [====>.........................] - ETA: 5:01 - loss: 835.8953 - logits_profile_predictions_loss: 821.8480 - logcount_predictions_loss: 0.5509 473/2446 [====>.........................] - ETA: 5:01 - loss: 835.9130 - logits_profile_predictions_loss: 821.8661 - logcount_predictions_loss: 0.5509 474/2446 [====>.........................] - ETA: 5:01 - loss: 835.9303 - logits_profile_predictions_loss: 821.8838 - logcount_predictions_loss: 0.5508 475/2446 [====>.........................] - ETA: 5:01 - loss: 835.9472 - logits_profile_predictions_loss: 821.9011 - logcount_predictions_loss: 0.5508 476/2446 [====>.........................] - ETA: 5:01 - loss: 835.9638 - logits_profile_predictions_loss: 821.9181 - logcount_predictions_loss: 0.5508 477/2446 [====>.........................] - ETA: 5:01 - loss: 835.9805 - logits_profile_predictions_loss: 821.9352 - logcount_predictions_loss: 0.5508 478/2446 [====>.........................] - ETA: 5:00 - loss: 835.9973 - logits_profile_predictions_loss: 821.9524 - logcount_predictions_loss: 0.5508 479/2446 [====>.........................] - ETA: 5:00 - loss: 836.0142 - logits_profile_predictions_loss: 821.9697 - logcount_predictions_loss: 0.5508 480/2446 [====>.........................] - ETA: 5:00 - loss: 836.0309 - logits_profile_predictions_loss: 821.9868 - logcount_predictions_loss: 0.5507 481/2446 [====>.........................] - ETA: 5:00 - loss: 836.0474 - logits_profile_predictions_loss: 822.0037 - logcount_predictions_loss: 0.5507 482/2446 [====>.........................] - ETA: 5:00 - loss: 836.0630 - logits_profile_predictions_loss: 822.0197 - logcount_predictions_loss: 0.5507 483/2446 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[============================>.] - ETA: 4s - loss: 837.7663 - logits_profile_predictions_loss: 823.7631 - logcount_predictions_loss: 0.5492 2415/2446 [============================>.] - ETA: 4s - loss: 837.7664 - logits_profile_predictions_loss: 823.7631 - logcount_predictions_loss: 0.5492 2416/2446 [============================>.] - ETA: 4s - loss: 837.7664 - logits_profile_predictions_loss: 823.7631 - logcount_predictions_loss: 0.5492 2417/2446 [============================>.] - ETA: 4s - loss: 837.7663 - logits_profile_predictions_loss: 823.7630 - logcount_predictions_loss: 0.5492 2418/2446 [============================>.] - ETA: 4s - loss: 837.7663 - logits_profile_predictions_loss: 823.7630 - logcount_predictions_loss: 0.5492 2419/2446 [============================>.] - ETA: 4s - loss: 837.7663 - logits_profile_predictions_loss: 823.7629 - logcount_predictions_loss: 0.5492 2420/2446 [============================>.] - ETA: 3s - loss: 837.7662 - logits_profile_predictions_loss: 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[==============================] - 392s 160ms/step - loss: 837.7642 - logits_profile_predictions_loss: 823.7603 - logcount_predictions_loss: 0.5492 - val_loss: 849.5214 - val_logits_profile_predictions_loss: 833.8558 - val_logcount_predictions_loss: 0.6143 Epoch 00012: val_loss did not improve from 838.46716 Epoch 13/50 1/2446 [..............................] - ETA: 7:21 - loss: 816.4526 - logits_profile_predictions_loss: 800.9500 - logcount_predictions_loss: 0.6079 2/2446 [..............................] - ETA: 6:13 - loss: 781.5386 - logits_profile_predictions_loss: 767.9873 - logcount_predictions_loss: 0.5314 3/2446 [..............................] - ETA: 6:13 - loss: 765.9801 - logits_profile_predictions_loss: 752.7083 - logcount_predictions_loss: 0.5205 4/2446 [..............................] - ETA: 6:13 - loss: 756.1583 - logits_profile_predictions_loss: 743.0651 - logcount_predictions_loss: 0.5135 5/2446 [..............................] - ETA: 6:13 - loss: 757.5792 - logits_profile_predictions_loss: 744.3077 - logcount_predictions_loss: 0.5204 6/2446 [..............................] - ETA: 6:13 - loss: 760.8493 - logits_profile_predictions_loss: 747.3209 - logcount_predictions_loss: 0.5305 7/2446 [..............................] - ETA: 6:12 - loss: 764.8943 - logits_profile_predictions_loss: 751.1385 - logcount_predictions_loss: 0.5394 8/2446 [..............................] - ETA: 6:12 - loss: 767.5411 - logits_profile_predictions_loss: 753.6662 - logcount_predictions_loss: 0.5441 9/2446 [..............................] - ETA: 6:12 - loss: 769.5652 - logits_profile_predictions_loss: 755.6162 - logcount_predictions_loss: 0.5470 10/2446 [..............................] - ETA: 6:12 - loss: 772.7213 - logits_profile_predictions_loss: 758.7386 - logcount_predictions_loss: 0.5483 11/2446 [..............................] - ETA: 6:12 - loss: 775.7638 - logits_profile_predictions_loss: 761.7219 - logcount_predictions_loss: 0.5507 12/2446 [..............................] - ETA: 6:11 - loss: 778.3009 - logits_profile_predictions_loss: 764.2364 - logcount_predictions_loss: 0.5515 13/2446 [..............................] - ETA: 6:11 - loss: 780.8827 - logits_profile_predictions_loss: 766.7923 - logcount_predictions_loss: 0.5526 14/2446 [..............................] - ETA: 6:11 - loss: 783.7344 - logits_profile_predictions_loss: 769.6270 - logcount_predictions_loss: 0.5532 15/2446 [..............................] - ETA: 6:11 - loss: 786.6830 - logits_profile_predictions_loss: 772.5635 - logcount_predictions_loss: 0.5537 16/2446 [..............................] - ETA: 6:11 - loss: 789.1711 - logits_profile_predictions_loss: 775.0392 - logcount_predictions_loss: 0.5542 17/2446 [..............................] - ETA: 6:11 - loss: 791.2702 - logits_profile_predictions_loss: 777.1254 - logcount_predictions_loss: 0.5547 18/2446 [..............................] - ETA: 6:11 - loss: 793.0302 - logits_profile_predictions_loss: 778.8810 - logcount_predictions_loss: 0.5549 19/2446 [..............................] - ETA: 6:10 - loss: 794.7521 - logits_profile_predictions_loss: 780.6081 - logcount_predictions_loss: 0.5547 20/2446 [..............................] - ETA: 6:10 - loss: 796.3435 - logits_profile_predictions_loss: 782.2022 - logcount_predictions_loss: 0.5546 21/2446 [..............................] - ETA: 6:10 - loss: 798.0789 - logits_profile_predictions_loss: 783.9342 - logcount_predictions_loss: 0.5547 22/2446 [..............................] - ETA: 6:10 - loss: 799.7717 - logits_profile_predictions_loss: 785.6284 - logcount_predictions_loss: 0.5546 23/2446 [..............................] - ETA: 6:10 - loss: 801.4244 - logits_profile_predictions_loss: 787.2827 - logcount_predictions_loss: 0.5546 24/2446 [..............................] - ETA: 6:10 - loss: 802.8008 - logits_profile_predictions_loss: 788.6619 - logcount_predictions_loss: 0.5545 25/2446 [..............................] - ETA: 6:09 - loss: 804.2071 - logits_profile_predictions_loss: 790.0676 - logcount_predictions_loss: 0.5545 26/2446 [..............................] - ETA: 6:09 - loss: 805.4148 - logits_profile_predictions_loss: 791.2707 - logcount_predictions_loss: 0.5547 27/2446 [..............................] - ETA: 6:09 - loss: 806.5051 - logits_profile_predictions_loss: 792.3573 - logcount_predictions_loss: 0.5548 28/2446 [..............................] - ETA: 6:09 - loss: 807.4476 - logits_profile_predictions_loss: 793.2911 - logcount_predictions_loss: 0.5552 29/2446 [..............................] - ETA: 6:09 - loss: 808.4823 - logits_profile_predictions_loss: 794.3074 - logcount_predictions_loss: 0.5559 30/2446 [..............................] - ETA: 6:09 - loss: 809.6348 - logits_profile_predictions_loss: 795.4390 - logcount_predictions_loss: 0.5567 31/2446 [..............................] - ETA: 6:09 - loss: 810.6941 - logits_profile_predictions_loss: 796.4809 - logcount_predictions_loss: 0.5574 32/2446 [..............................] - ETA: 6:08 - loss: 811.7658 - logits_profile_predictions_loss: 797.5340 - logcount_predictions_loss: 0.5581 33/2446 [..............................] - ETA: 6:08 - loss: 812.6171 - logits_profile_predictions_loss: 798.3647 - logcount_predictions_loss: 0.5589 34/2446 [..............................] - ETA: 6:08 - loss: 813.4109 - logits_profile_predictions_loss: 799.1446 - logcount_predictions_loss: 0.5595 35/2446 [..............................] - ETA: 6:08 - loss: 814.0641 - logits_profile_predictions_loss: 799.7892 - logcount_predictions_loss: 0.5598 36/2446 [..............................] - ETA: 6:08 - loss: 814.5892 - logits_profile_predictions_loss: 800.3036 - logcount_predictions_loss: 0.5602 37/2446 [..............................] - ETA: 6:08 - loss: 815.1339 - logits_profile_predictions_loss: 800.8411 - logcount_predictions_loss: 0.5605 38/2446 [..............................] - ETA: 6:07 - loss: 815.6884 - 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logits_profile_predictions_loss: 813.5169 - logcount_predictions_loss: 0.5415 339/2446 [===>..........................] - ETA: 5:21 - loss: 827.3278 - logits_profile_predictions_loss: 813.5210 - logcount_predictions_loss: 0.5414 340/2446 [===>..........................] - ETA: 5:21 - loss: 827.3321 - logits_profile_predictions_loss: 813.5256 - logcount_predictions_loss: 0.5414 341/2446 [===>..........................] - ETA: 5:21 - loss: 827.3370 - logits_profile_predictions_loss: 813.5308 - logcount_predictions_loss: 0.5414 342/2446 [===>..........................] - ETA: 5:21 - loss: 827.3437 - logits_profile_predictions_loss: 813.5379 - logcount_predictions_loss: 0.5414 343/2446 [===>..........................] - ETA: 5:21 - loss: 827.3502 - logits_profile_predictions_loss: 813.5446 - logcount_predictions_loss: 0.5414 344/2446 [===>..........................] - ETA: 5:21 - loss: 827.3570 - logits_profile_predictions_loss: 813.5517 - logcount_predictions_loss: 0.5414 345/2446 [===>..........................] - ETA: 5:20 - loss: 827.3641 - logits_profile_predictions_loss: 813.5591 - logcount_predictions_loss: 0.5414 346/2446 [===>..........................] - ETA: 5:20 - loss: 827.3713 - logits_profile_predictions_loss: 813.5665 - logcount_predictions_loss: 0.5414 347/2446 [===>..........................] - ETA: 5:20 - loss: 827.3771 - logits_profile_predictions_loss: 813.5725 - logcount_predictions_loss: 0.5414 348/2446 [===>..........................] - ETA: 5:20 - loss: 827.3833 - logits_profile_predictions_loss: 813.5788 - logcount_predictions_loss: 0.5413 349/2446 [===>..........................] - ETA: 5:20 - loss: 827.3884 - logits_profile_predictions_loss: 813.5841 - logcount_predictions_loss: 0.5413 350/2446 [===>..........................] - ETA: 5:20 - loss: 827.3933 - logits_profile_predictions_loss: 813.5891 - logcount_predictions_loss: 0.5413 351/2446 [===>..........................] - ETA: 5:20 - loss: 827.3978 - logits_profile_predictions_loss: 813.5938 - logcount_predictions_loss: 0.5413 352/2446 [===>..........................] - ETA: 5:19 - loss: 827.4025 - logits_profile_predictions_loss: 813.5987 - logcount_predictions_loss: 0.5413 353/2446 [===>..........................] - ETA: 5:19 - loss: 827.4083 - logits_profile_predictions_loss: 813.6047 - logcount_predictions_loss: 0.5413 354/2446 [===>..........................] - ETA: 5:19 - loss: 827.4131 - logits_profile_predictions_loss: 813.6097 - logcount_predictions_loss: 0.5413 355/2446 [===>..........................] - ETA: 5:19 - loss: 827.4178 - logits_profile_predictions_loss: 813.6146 - logcount_predictions_loss: 0.5413 356/2446 [===>..........................] - ETA: 5:19 - loss: 827.4225 - logits_profile_predictions_loss: 813.6194 - logcount_predictions_loss: 0.5413 357/2446 [===>..........................] - ETA: 5:19 - loss: 827.4266 - logits_profile_predictions_loss: 813.6236 - logcount_predictions_loss: 0.5413 358/2446 [===>..........................] - ETA: 5:18 - loss: 827.4302 - logits_profile_predictions_loss: 813.6274 - logcount_predictions_loss: 0.5413 359/2446 [===>..........................] - ETA: 5:18 - loss: 827.4328 - logits_profile_predictions_loss: 813.6302 - logcount_predictions_loss: 0.5413 360/2446 [===>..........................] - ETA: 5:18 - loss: 827.4354 - logits_profile_predictions_loss: 813.6330 - logcount_predictions_loss: 0.5413 361/2446 [===>..........................] - ETA: 5:18 - loss: 827.4376 - logits_profile_predictions_loss: 813.6354 - logcount_predictions_loss: 0.5413 362/2446 [===>..........................] - ETA: 5:18 - loss: 827.4396 - logits_profile_predictions_loss: 813.6376 - logcount_predictions_loss: 0.5412 363/2446 [===>..........................] - ETA: 5:18 - loss: 827.4415 - logits_profile_predictions_loss: 813.6398 - logcount_predictions_loss: 0.5412 364/2446 [===>..........................] - ETA: 5:18 - loss: 827.4437 - logits_profile_predictions_loss: 813.6422 - logcount_predictions_loss: 0.5412 365/2446 [===>..........................] - ETA: 5:17 - loss: 827.4444 - logits_profile_predictions_loss: 813.6432 - logcount_predictions_loss: 0.5412 366/2446 [===>..........................] - ETA: 5:17 - loss: 827.4449 - logits_profile_predictions_loss: 813.6439 - logcount_predictions_loss: 0.5412 367/2446 [===>..........................] - ETA: 5:17 - loss: 827.4445 - logits_profile_predictions_loss: 813.6439 - logcount_predictions_loss: 0.5412 368/2446 [===>..........................] - ETA: 5:17 - loss: 827.4453 - logits_profile_predictions_loss: 813.6450 - logcount_predictions_loss: 0.5412 369/2446 [===>..........................] - ETA: 5:17 - loss: 827.4462 - logits_profile_predictions_loss: 813.6462 - logcount_predictions_loss: 0.5412 370/2446 [===>..........................] - ETA: 5:17 - loss: 827.4475 - logits_profile_predictions_loss: 813.6478 - logcount_predictions_loss: 0.5412 371/2446 [===>..........................] - ETA: 5:16 - loss: 827.4478 - logits_profile_predictions_loss: 813.6484 - logcount_predictions_loss: 0.5411 372/2446 [===>..........................] - ETA: 5:16 - loss: 827.4486 - logits_profile_predictions_loss: 813.6495 - logcount_predictions_loss: 0.5411 373/2446 [===>..........................] - ETA: 5:16 - loss: 827.4492 - logits_profile_predictions_loss: 813.6505 - logcount_predictions_loss: 0.5411 374/2446 [===>..........................] - ETA: 5:16 - loss: 827.4500 - logits_profile_predictions_loss: 813.6516 - logcount_predictions_loss: 0.5411 375/2446 [===>..........................] - ETA: 5:16 - loss: 827.4506 - logits_profile_predictions_loss: 813.6526 - logcount_predictions_loss: 0.5411 376/2446 [===>..........................] - ETA: 5:16 - loss: 827.4518 - logits_profile_predictions_loss: 813.6541 - logcount_predictions_loss: 0.5411 377/2446 [===>..........................] - ETA: 5:16 - loss: 827.4529 - logits_profile_predictions_loss: 813.6555 - logcount_predictions_loss: 0.5411 378/2446 [===>..........................] - ETA: 5:15 - loss: 827.4544 - logits_profile_predictions_loss: 813.6573 - logcount_predictions_loss: 0.5411 379/2446 [===>..........................] - ETA: 5:15 - loss: 827.4555 - logits_profile_predictions_loss: 813.6586 - logcount_predictions_loss: 0.5410 380/2446 [===>..........................] - ETA: 5:15 - loss: 827.4556 - logits_profile_predictions_loss: 813.6591 - logcount_predictions_loss: 0.5410 381/2446 [===>..........................] - ETA: 5:15 - loss: 827.4561 - logits_profile_predictions_loss: 813.6599 - logcount_predictions_loss: 0.5410 382/2446 [===>..........................] - ETA: 5:15 - loss: 827.4571 - logits_profile_predictions_loss: 813.6611 - logcount_predictions_loss: 0.5410 383/2446 [===>..........................] - ETA: 5:15 - loss: 827.4590 - logits_profile_predictions_loss: 813.6632 - logcount_predictions_loss: 0.5410 384/2446 [===>..........................] - ETA: 5:14 - loss: 827.4603 - logits_profile_predictions_loss: 813.6648 - logcount_predictions_loss: 0.5410 385/2446 [===>..........................] - ETA: 5:14 - loss: 827.4614 - logits_profile_predictions_loss: 813.6662 - logcount_predictions_loss: 0.5410 386/2446 [===>..........................] - ETA: 5:14 - loss: 827.4627 - logits_profile_predictions_loss: 813.6679 - logcount_predictions_loss: 0.5410 387/2446 [===>..........................] - ETA: 5:14 - loss: 827.4637 - logits_profile_predictions_loss: 813.6692 - logcount_predictions_loss: 0.5410 388/2446 [===>..........................] - ETA: 5:14 - loss: 827.4648 - logits_profile_predictions_loss: 813.6708 - logcount_predictions_loss: 0.5409 389/2446 [===>..........................] - ETA: 5:14 - loss: 827.4669 - logits_profile_predictions_loss: 813.6732 - logcount_predictions_loss: 0.5409 390/2446 [===>..........................] - ETA: 5:14 - loss: 827.4691 - logits_profile_predictions_loss: 813.6757 - logcount_predictions_loss: 0.5409 391/2446 [===>..........................] - ETA: 5:13 - loss: 827.4709 - logits_profile_predictions_loss: 813.6778 - logcount_predictions_loss: 0.5409 392/2446 [===>..........................] - ETA: 5:13 - loss: 827.4722 - logits_profile_predictions_loss: 813.6795 - logcount_predictions_loss: 0.5409 393/2446 [===>..........................] - ETA: 5:13 - loss: 827.4743 - logits_profile_predictions_loss: 813.6820 - logcount_predictions_loss: 0.5409 394/2446 [===>..........................] - ETA: 5:13 - loss: 827.4765 - logits_profile_predictions_loss: 813.6847 - logcount_predictions_loss: 0.5409 395/2446 [===>..........................] - ETA: 5:13 - loss: 827.4802 - logits_profile_predictions_loss: 813.6887 - logcount_predictions_loss: 0.5408 396/2446 [===>..........................] - ETA: 5:13 - loss: 827.4839 - logits_profile_predictions_loss: 813.6929 - logcount_predictions_loss: 0.5408 397/2446 [===>..........................] - ETA: 5:13 - loss: 827.4875 - logits_profile_predictions_loss: 813.6969 - logcount_predictions_loss: 0.5408 398/2446 [===>..........................] - ETA: 5:12 - loss: 827.4917 - logits_profile_predictions_loss: 813.7015 - logcount_predictions_loss: 0.5408 399/2446 [===>..........................] - ETA: 5:12 - loss: 827.4963 - logits_profile_predictions_loss: 813.7065 - logcount_predictions_loss: 0.5408 400/2446 [===>..........................] - ETA: 5:12 - loss: 827.5007 - logits_profile_predictions_loss: 813.7113 - logcount_predictions_loss: 0.5408 401/2446 [===>..........................] - ETA: 5:12 - loss: 827.5043 - logits_profile_predictions_loss: 813.7152 - logcount_predictions_loss: 0.5407 402/2446 [===>..........................] - ETA: 5:12 - loss: 827.5077 - logits_profile_predictions_loss: 813.7190 - logcount_predictions_loss: 0.5407 403/2446 [===>..........................] - ETA: 5:12 - loss: 827.5108 - logits_profile_predictions_loss: 813.7223 - logcount_predictions_loss: 0.5407 404/2446 [===>..........................] - ETA: 5:11 - loss: 827.5137 - logits_profile_predictions_loss: 813.7256 - logcount_predictions_loss: 0.5407 405/2446 [===>..........................] - ETA: 5:11 - loss: 827.5162 - logits_profile_predictions_loss: 813.7285 - logcount_predictions_loss: 0.5407 406/2446 [===>..........................] - ETA: 5:11 - loss: 827.5186 - logits_profile_predictions_loss: 813.7311 - logcount_predictions_loss: 0.5407 407/2446 [===>..........................] - ETA: 5:11 - loss: 827.5199 - logits_profile_predictions_loss: 813.7327 - logcount_predictions_loss: 0.5407 408/2446 [====>.........................] - ETA: 5:11 - loss: 827.5211 - logits_profile_predictions_loss: 813.7343 - logcount_predictions_loss: 0.5407 409/2446 [====>.........................] - ETA: 5:11 - loss: 827.5220 - logits_profile_predictions_loss: 813.7355 - logcount_predictions_loss: 0.5406 410/2446 [====>.........................] - ETA: 5:11 - loss: 827.5231 - logits_profile_predictions_loss: 813.7370 - logcount_predictions_loss: 0.5406 411/2446 [====>.........................] - ETA: 5:10 - loss: 827.5251 - logits_profile_predictions_loss: 813.7392 - logcount_predictions_loss: 0.5406 412/2446 [====>.........................] - ETA: 5:10 - loss: 827.5262 - logits_profile_predictions_loss: 813.7406 - logcount_predictions_loss: 0.5406 413/2446 [====>.........................] - ETA: 5:10 - loss: 827.5272 - logits_profile_predictions_loss: 813.7418 - logcount_predictions_loss: 0.5406 414/2446 [====>.........................] - ETA: 5:10 - loss: 827.5268 - logits_profile_predictions_loss: 813.7417 - logcount_predictions_loss: 0.5406 415/2446 [====>.........................] - ETA: 5:10 - loss: 827.5258 - logits_profile_predictions_loss: 813.7410 - logcount_predictions_loss: 0.5406 416/2446 [====>.........................] - ETA: 5:10 - loss: 827.5255 - logits_profile_predictions_loss: 813.7408 - logcount_predictions_loss: 0.5406 417/2446 [====>.........................] - ETA: 5:09 - loss: 827.5246 - logits_profile_predictions_loss: 813.7402 - logcount_predictions_loss: 0.5406 418/2446 [====>.........................] - ETA: 5:09 - loss: 827.5243 - logits_profile_predictions_loss: 813.7401 - logcount_predictions_loss: 0.5406 419/2446 [====>.........................] - ETA: 5:09 - loss: 827.5235 - logits_profile_predictions_loss: 813.7395 - logcount_predictions_loss: 0.5405 420/2446 [====>.........................] - ETA: 5:09 - loss: 827.5224 - logits_profile_predictions_loss: 813.7385 - logcount_predictions_loss: 0.5405 421/2446 [====>.........................] - ETA: 5:09 - loss: 827.5210 - logits_profile_predictions_loss: 813.7374 - logcount_predictions_loss: 0.5405 422/2446 [====>.........................] - ETA: 5:09 - loss: 827.5195 - logits_profile_predictions_loss: 813.7360 - logcount_predictions_loss: 0.5405 423/2446 [====>.........................] - ETA: 5:09 - loss: 827.5177 - logits_profile_predictions_loss: 813.7344 - logcount_predictions_loss: 0.5405 424/2446 [====>.........................] - ETA: 5:08 - loss: 827.5162 - logits_profile_predictions_loss: 813.7331 - logcount_predictions_loss: 0.5405 425/2446 [====>.........................] - ETA: 5:08 - loss: 827.5152 - logits_profile_predictions_loss: 813.7323 - logcount_predictions_loss: 0.5405 426/2446 [====>.........................] - ETA: 5:08 - loss: 827.5146 - logits_profile_predictions_loss: 813.7319 - logcount_predictions_loss: 0.5405 427/2446 [====>.........................] - ETA: 5:08 - loss: 827.5146 - logits_profile_predictions_loss: 813.7320 - logcount_predictions_loss: 0.5405 428/2446 [====>.........................] - ETA: 5:08 - loss: 827.5143 - logits_profile_predictions_loss: 813.7318 - logcount_predictions_loss: 0.5405 429/2446 [====>.........................] - ETA: 5:08 - loss: 827.5137 - logits_profile_predictions_loss: 813.7315 - logcount_predictions_loss: 0.5405 430/2446 [====>.........................] - ETA: 5:07 - loss: 827.5142 - logits_profile_predictions_loss: 813.7321 - logcount_predictions_loss: 0.5405 431/2446 [====>.........................] - ETA: 5:07 - loss: 827.5151 - logits_profile_predictions_loss: 813.7331 - logcount_predictions_loss: 0.5405 432/2446 [====>.........................] - ETA: 5:07 - loss: 827.5155 - logits_profile_predictions_loss: 813.7336 - logcount_predictions_loss: 0.5405 433/2446 [====>.........................] - ETA: 5:07 - loss: 827.5164 - logits_profile_predictions_loss: 813.7346 - logcount_predictions_loss: 0.5405 434/2446 [====>.........................] - ETA: 5:07 - loss: 827.5180 - logits_profile_predictions_loss: 813.7364 - logcount_predictions_loss: 0.5404 435/2446 [====>.........................] - ETA: 5:07 - loss: 827.5194 - logits_profile_predictions_loss: 813.7379 - logcount_predictions_loss: 0.5404 436/2446 [====>.........................] - ETA: 5:07 - loss: 827.5200 - logits_profile_predictions_loss: 813.7387 - logcount_predictions_loss: 0.5404 437/2446 [====>.........................] - ETA: 5:06 - loss: 827.5201 - logits_profile_predictions_loss: 813.7390 - logcount_predictions_loss: 0.5404 438/2446 [====>.........................] - ETA: 5:06 - loss: 827.5195 - logits_profile_predictions_loss: 813.7385 - logcount_predictions_loss: 0.5404 439/2446 [====>.........................] - ETA: 5:06 - loss: 827.5191 - logits_profile_predictions_loss: 813.7383 - logcount_predictions_loss: 0.5404 440/2446 [====>.........................] - ETA: 5:06 - loss: 827.5191 - logits_profile_predictions_loss: 813.7385 - logcount_predictions_loss: 0.5404 441/2446 [====>.........................] - ETA: 5:06 - loss: 827.5193 - logits_profile_predictions_loss: 813.7388 - logcount_predictions_loss: 0.5404 442/2446 [====>.........................] - ETA: 5:06 - loss: 827.5200 - logits_profile_predictions_loss: 813.7396 - logcount_predictions_loss: 0.5404 443/2446 [====>.........................] - ETA: 5:05 - loss: 827.5207 - logits_profile_predictions_loss: 813.7405 - logcount_predictions_loss: 0.5404 444/2446 [====>.........................] - ETA: 5:05 - loss: 827.5210 - logits_profile_predictions_loss: 813.7410 - logcount_predictions_loss: 0.5404 445/2446 [====>.........................] - ETA: 5:05 - loss: 827.5210 - logits_profile_predictions_loss: 813.7412 - logcount_predictions_loss: 0.5404 446/2446 [====>.........................] - ETA: 5:05 - loss: 827.5207 - logits_profile_predictions_loss: 813.7409 - logcount_predictions_loss: 0.5404 447/2446 [====>.........................] - ETA: 5:05 - loss: 827.5208 - logits_profile_predictions_loss: 813.7411 - logcount_predictions_loss: 0.5404 448/2446 [====>.........................] - ETA: 5:05 - loss: 827.5203 - logits_profile_predictions_loss: 813.7407 - logcount_predictions_loss: 0.5404 449/2446 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[====>.........................] - ETA: 4:59 - loss: 827.5727 - logits_profile_predictions_loss: 813.7954 - logcount_predictions_loss: 0.5403 489/2446 [====>.........................] - ETA: 4:58 - loss: 827.5753 - logits_profile_predictions_loss: 813.7981 - logcount_predictions_loss: 0.5403 490/2446 [=====>........................] - ETA: 4:58 - loss: 827.5787 - logits_profile_predictions_loss: 813.8015 - logcount_predictions_loss: 0.5403 491/2446 [=====>........................] - ETA: 4:58 - loss: 827.5828 - logits_profile_predictions_loss: 813.8056 - logcount_predictions_loss: 0.5403 492/2446 [=====>........................] - ETA: 4:58 - loss: 827.5864 - logits_profile_predictions_loss: 813.8093 - logcount_predictions_loss: 0.5403 493/2446 [=====>........................] - ETA: 4:58 - loss: 827.5906 - logits_profile_predictions_loss: 813.8136 - logcount_predictions_loss: 0.5403 494/2446 [=====>........................] - ETA: 4:58 - loss: 827.5948 - 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0.5144 4/2446 [..............................] - ETA: 6:14 - loss: 793.0692 - logits_profile_predictions_loss: 779.4437 - logcount_predictions_loss: 0.5343 5/2446 [..............................] - ETA: 6:14 - loss: 802.1628 - logits_profile_predictions_loss: 788.3514 - logcount_predictions_loss: 0.5416 6/2446 [..............................] - ETA: 6:13 - loss: 806.7073 - logits_profile_predictions_loss: 793.0004 - logcount_predictions_loss: 0.5375 7/2446 [..............................] - ETA: 6:13 - loss: 806.5664 - logits_profile_predictions_loss: 792.9622 - logcount_predictions_loss: 0.5335 8/2446 [..............................] - ETA: 6:13 - loss: 807.7777 - logits_profile_predictions_loss: 794.2450 - logcount_predictions_loss: 0.5307 9/2446 [..............................] - ETA: 6:13 - loss: 809.4296 - logits_profile_predictions_loss: 795.9070 - logcount_predictions_loss: 0.5303 10/2446 [..............................] - ETA: 6:13 - loss: 812.1046 - logits_profile_predictions_loss: 798.5430 - logcount_predictions_loss: 0.5318 11/2446 [..............................] - ETA: 6:12 - loss: 813.6356 - logits_profile_predictions_loss: 800.0622 - logcount_predictions_loss: 0.5323 12/2446 [..............................] - ETA: 6:12 - loss: 814.9558 - logits_profile_predictions_loss: 801.3838 - logcount_predictions_loss: 0.5322 13/2446 [..............................] - ETA: 6:12 - loss: 815.7050 - logits_profile_predictions_loss: 802.1541 - logcount_predictions_loss: 0.5314 14/2446 [..............................] - ETA: 6:12 - loss: 815.9015 - logits_profile_predictions_loss: 802.3820 - logcount_predictions_loss: 0.5302 15/2446 [..............................] - ETA: 6:12 - loss: 816.1297 - logits_profile_predictions_loss: 802.6401 - logcount_predictions_loss: 0.5290 16/2446 [..............................] - ETA: 6:11 - loss: 816.5364 - logits_profile_predictions_loss: 803.0508 - logcount_predictions_loss: 0.5288 17/2446 [..............................] - ETA: 6:11 - loss: 817.2338 - logits_profile_predictions_loss: 803.7469 - logcount_predictions_loss: 0.5289 18/2446 [..............................] - ETA: 6:11 - loss: 817.5550 - logits_profile_predictions_loss: 804.0669 - logcount_predictions_loss: 0.5289 19/2446 [..............................] - ETA: 6:11 - loss: 818.0692 - logits_profile_predictions_loss: 804.5823 - logcount_predictions_loss: 0.5289 20/2446 [..............................] - ETA: 6:11 - loss: 818.5635 - logits_profile_predictions_loss: 805.0808 - logcount_predictions_loss: 0.5287 21/2446 [..............................] - ETA: 6:10 - loss: 819.1886 - logits_profile_predictions_loss: 805.7276 - logcount_predictions_loss: 0.5279 22/2446 [..............................] - ETA: 6:10 - loss: 820.2319 - logits_profile_predictions_loss: 806.7887 - logcount_predictions_loss: 0.5272 23/2446 [..............................] - ETA: 6:10 - loss: 821.0402 - logits_profile_predictions_loss: 807.6178 - logcount_predictions_loss: 0.5264 24/2446 [..............................] - ETA: 6:10 - loss: 821.8545 - logits_profile_predictions_loss: 808.4498 - logcount_predictions_loss: 0.5257 25/2446 [..............................] - ETA: 6:10 - loss: 822.7169 - logits_profile_predictions_loss: 809.3326 - logcount_predictions_loss: 0.5249 26/2446 [..............................] - ETA: 6:10 - loss: 823.4384 - logits_profile_predictions_loss: 810.0789 - logcount_predictions_loss: 0.5239 27/2446 [..............................] - ETA: 6:10 - loss: 824.0833 - logits_profile_predictions_loss: 810.7524 - logcount_predictions_loss: 0.5228 28/2446 [..............................] - ETA: 6:09 - loss: 824.5939 - logits_profile_predictions_loss: 811.2917 - logcount_predictions_loss: 0.5217 29/2446 [..............................] - ETA: 6:09 - loss: 825.0087 - logits_profile_predictions_loss: 811.7379 - logcount_predictions_loss: 0.5204 30/2446 [..............................] - ETA: 6:09 - loss: 825.2798 - logits_profile_predictions_loss: 812.0412 - logcount_predictions_loss: 0.5192 31/2446 [..............................] - ETA: 6:09 - loss: 825.4820 - logits_profile_predictions_loss: 812.2705 - logcount_predictions_loss: 0.5181 32/2446 [..............................] - ETA: 6:09 - loss: 825.7695 - logits_profile_predictions_loss: 812.5795 - logcount_predictions_loss: 0.5173 33/2446 [..............................] - ETA: 6:09 - loss: 826.1187 - logits_profile_predictions_loss: 812.9481 - logcount_predictions_loss: 0.5165 34/2446 [..............................] - ETA: 6:08 - loss: 826.5155 - logits_profile_predictions_loss: 813.3559 - logcount_predictions_loss: 0.5161 35/2446 [..............................] - ETA: 6:08 - loss: 826.8825 - logits_profile_predictions_loss: 813.7345 - logcount_predictions_loss: 0.5156 36/2446 [..............................] - ETA: 6:08 - loss: 827.2852 - logits_profile_predictions_loss: 814.1497 - logcount_predictions_loss: 0.5151 37/2446 [..............................] - ETA: 6:08 - loss: 827.5917 - logits_profile_predictions_loss: 814.4681 - logcount_predictions_loss: 0.5147 38/2446 [..............................] - ETA: 6:08 - loss: 827.8285 - logits_profile_predictions_loss: 814.7182 - logcount_predictions_loss: 0.5141 39/2446 [..............................] - ETA: 6:08 - loss: 828.0922 - logits_profile_predictions_loss: 814.9930 - logcount_predictions_loss: 0.5137 40/2446 [..............................] - ETA: 6:07 - loss: 828.3760 - logits_profile_predictions_loss: 815.2872 - logcount_predictions_loss: 0.5133 41/2446 [..............................] - ETA: 6:07 - loss: 828.6671 - logits_profile_predictions_loss: 815.5883 - logcount_predictions_loss: 0.5129 42/2446 [..............................] - ETA: 6:07 - loss: 828.9326 - logits_profile_predictions_loss: 815.8629 - logcount_predictions_loss: 0.5125 43/2446 [..............................] - ETA: 6:07 - loss: 829.1981 - logits_profile_predictions_loss: 816.1382 - logcount_predictions_loss: 0.5122 44/2446 [..............................] - ETA: 6:07 - loss: 829.4500 - logits_profile_predictions_loss: 816.4016 - logcount_predictions_loss: 0.5117 45/2446 [..............................] - ETA: 6:07 - loss: 829.7162 - logits_profile_predictions_loss: 816.6780 - logcount_predictions_loss: 0.5113 46/2446 [..............................] - ETA: 6:07 - loss: 829.9236 - logits_profile_predictions_loss: 816.8946 - logcount_predictions_loss: 0.5109 47/2446 [..............................] - ETA: 6:06 - loss: 830.0650 - logits_profile_predictions_loss: 817.0460 - logcount_predictions_loss: 0.5105 48/2446 [..............................] - ETA: 6:06 - loss: 830.1798 - logits_profile_predictions_loss: 817.1705 - logcount_predictions_loss: 0.5102 49/2446 [..............................] - ETA: 6:06 - loss: 830.2345 - logits_profile_predictions_loss: 817.2343 - logcount_predictions_loss: 0.5098 50/2446 [..............................] - ETA: 6:06 - loss: 830.3166 - logits_profile_predictions_loss: 817.3246 - logcount_predictions_loss: 0.5095 51/2446 [..............................] - ETA: 6:06 - loss: 830.4228 - logits_profile_predictions_loss: 817.4384 - logcount_predictions_loss: 0.5092 52/2446 [..............................] - ETA: 6:06 - loss: 830.5846 - logits_profile_predictions_loss: 817.6078 - logcount_predictions_loss: 0.5089 53/2446 [..............................] - ETA: 6:05 - loss: 830.7511 - logits_profile_predictions_loss: 817.7815 - logcount_predictions_loss: 0.5086 54/2446 [..............................] - ETA: 6:05 - loss: 830.9508 - logits_profile_predictions_loss: 817.9886 - logcount_predictions_loss: 0.5083 55/2446 [..............................] - ETA: 6:05 - loss: 831.1285 - logits_profile_predictions_loss: 818.1731 - logcount_predictions_loss: 0.5081 56/2446 [..............................] - ETA: 6:05 - loss: 831.2918 - logits_profile_predictions_loss: 818.3436 - logcount_predictions_loss: 0.5078 57/2446 [..............................] - ETA: 6:05 - loss: 831.4260 - logits_profile_predictions_loss: 818.4842 - logcount_predictions_loss: 0.5075 58/2446 [..............................] - ETA: 6:05 - loss: 831.5337 - logits_profile_predictions_loss: 818.5964 - logcount_predictions_loss: 0.5073 59/2446 [..............................] - ETA: 6:04 - loss: 831.6215 - logits_profile_predictions_loss: 818.6894 - logcount_predictions_loss: 0.5071 60/2446 [..............................] - ETA: 6:04 - loss: 831.7104 - logits_profile_predictions_loss: 818.7818 - logcount_predictions_loss: 0.5070 61/2446 [..............................] - ETA: 6:04 - loss: 831.8299 - logits_profile_predictions_loss: 818.9048 - logcount_predictions_loss: 0.5069 62/2446 [..............................] - ETA: 6:04 - loss: 831.9334 - logits_profile_predictions_loss: 819.0122 - logcount_predictions_loss: 0.5067 63/2446 [..............................] - ETA: 6:04 - loss: 832.0036 - logits_profile_predictions_loss: 819.0867 - logcount_predictions_loss: 0.5065 64/2446 [..............................] - ETA: 6:04 - loss: 832.0759 - logits_profile_predictions_loss: 819.1632 - logcount_predictions_loss: 0.5064 65/2446 [..............................] - ETA: 6:04 - loss: 832.1383 - logits_profile_predictions_loss: 819.2290 - logcount_predictions_loss: 0.5062 66/2446 [..............................] - ETA: 6:03 - loss: 832.2083 - logits_profile_predictions_loss: 819.3025 - logcount_predictions_loss: 0.5061 67/2446 [..............................] - ETA: 6:03 - loss: 832.2643 - logits_profile_predictions_loss: 819.3615 - logcount_predictions_loss: 0.5060 68/2446 [..............................] - ETA: 6:03 - loss: 832.3188 - logits_profile_predictions_loss: 819.4191 - logcount_predictions_loss: 0.5059 69/2446 [..............................] - ETA: 6:03 - loss: 832.3746 - logits_profile_predictions_loss: 819.4778 - logcount_predictions_loss: 0.5058 70/2446 [..............................] - ETA: 6:03 - loss: 832.4033 - logits_profile_predictions_loss: 819.5094 - logcount_predictions_loss: 0.5056 71/2446 [..............................] - ETA: 6:03 - loss: 832.4348 - logits_profile_predictions_loss: 819.5441 - logcount_predictions_loss: 0.5055 72/2446 [..............................] - ETA: 6:02 - loss: 832.4442 - logits_profile_predictions_loss: 819.5565 - logcount_predictions_loss: 0.5054 73/2446 [..............................] - ETA: 6:02 - loss: 832.4460 - logits_profile_predictions_loss: 819.5611 - logcount_predictions_loss: 0.5053 74/2446 [..............................] - ETA: 6:02 - loss: 832.4554 - logits_profile_predictions_loss: 819.5728 - logcount_predictions_loss: 0.5052 75/2446 [..............................] - ETA: 6:02 - loss: 832.4700 - logits_profile_predictions_loss: 819.5895 - logcount_predictions_loss: 0.5051 76/2446 [..............................] - ETA: 6:02 - loss: 832.4794 - logits_profile_predictions_loss: 819.6014 - logcount_predictions_loss: 0.5050 77/2446 [..............................] - ETA: 6:02 - loss: 832.4981 - logits_profile_predictions_loss: 819.6221 - logcount_predictions_loss: 0.5049 78/2446 [..............................] - ETA: 6:02 - loss: 832.4920 - logits_profile_predictions_loss: 819.6184 - logcount_predictions_loss: 0.5048 79/2446 [..............................] - ETA: 6:01 - loss: 832.4880 - logits_profile_predictions_loss: 819.6170 - logcount_predictions_loss: 0.5047 80/2446 [..............................] - ETA: 6:01 - loss: 832.4887 - logits_profile_predictions_loss: 819.6197 - logcount_predictions_loss: 0.5047 81/2446 [..............................] - ETA: 6:01 - loss: 832.4827 - logits_profile_predictions_loss: 819.6155 - logcount_predictions_loss: 0.5046 82/2446 [>.............................] - ETA: 6:01 - loss: 832.4710 - logits_profile_predictions_loss: 819.6054 - logcount_predictions_loss: 0.5045 83/2446 [>.............................] - ETA: 6:01 - loss: 832.4310 - logits_profile_predictions_loss: 819.5664 - logcount_predictions_loss: 0.5045 84/2446 [>.............................] - ETA: 6:01 - loss: 832.3752 - logits_profile_predictions_loss: 819.5114 - logcount_predictions_loss: 0.5045 85/2446 [>.............................] - ETA: 6:00 - loss: 832.3236 - logits_profile_predictions_loss: 819.4604 - logcount_predictions_loss: 0.5044 86/2446 [>.............................] - ETA: 6:00 - loss: 832.2825 - logits_profile_predictions_loss: 819.4199 - logcount_predictions_loss: 0.5044 87/2446 [>.............................] - ETA: 6:00 - loss: 832.2198 - logits_profile_predictions_loss: 819.3575 - logcount_predictions_loss: 0.5044 88/2446 [>.............................] - ETA: 6:00 - loss: 832.1506 - logits_profile_predictions_loss: 819.2887 - logcount_predictions_loss: 0.5044 89/2446 [>.............................] - ETA: 6:00 - loss: 832.0847 - logits_profile_predictions_loss: 819.2235 - logcount_predictions_loss: 0.5044 90/2446 [>.............................] - ETA: 6:00 - loss: 832.0080 - logits_profile_predictions_loss: 819.1477 - logcount_predictions_loss: 0.5043 91/2446 [>.............................] - ETA: 6:00 - loss: 831.9263 - logits_profile_predictions_loss: 819.0669 - logcount_predictions_loss: 0.5043 92/2446 [>.............................] - ETA: 5:59 - loss: 831.8527 - logits_profile_predictions_loss: 818.9941 - logcount_predictions_loss: 0.5043 93/2446 [>.............................] - ETA: 5:59 - loss: 831.7853 - logits_profile_predictions_loss: 818.9269 - logcount_predictions_loss: 0.5042 94/2446 [>.............................] - ETA: 5:59 - loss: 831.7090 - logits_profile_predictions_loss: 818.8513 - logcount_predictions_loss: 0.5042 95/2446 [>.............................] - ETA: 5:59 - loss: 831.6344 - logits_profile_predictions_loss: 818.7774 - logcount_predictions_loss: 0.5042 96/2446 [>.............................] - ETA: 5:59 - loss: 831.5612 - logits_profile_predictions_loss: 818.7051 - logcount_predictions_loss: 0.5042 97/2446 [>.............................] - ETA: 5:59 - loss: 831.4801 - logits_profile_predictions_loss: 818.6252 - logcount_predictions_loss: 0.5041 98/2446 [>.............................] - ETA: 5:58 - loss: 831.4139 - logits_profile_predictions_loss: 818.5600 - logcount_predictions_loss: 0.5041 99/2446 [>.............................] - ETA: 5:58 - loss: 831.3576 - logits_profile_predictions_loss: 818.5048 - logcount_predictions_loss: 0.5040 100/2446 [>.............................] - ETA: 5:58 - loss: 831.3048 - logits_profile_predictions_loss: 818.4529 - logcount_predictions_loss: 0.5040 101/2446 [>.............................] - ETA: 5:58 - loss: 831.2646 - logits_profile_predictions_loss: 818.4139 - logcount_predictions_loss: 0.5039 102/2446 [>.............................] - ETA: 5:58 - loss: 831.2079 - logits_profile_predictions_loss: 818.3582 - logcount_predictions_loss: 0.5039 103/2446 [>.............................] - ETA: 5:58 - loss: 831.1555 - logits_profile_predictions_loss: 818.3068 - logcount_predictions_loss: 0.5039 104/2446 [>.............................] - ETA: 5:58 - loss: 831.1157 - logits_profile_predictions_loss: 818.2683 - logcount_predictions_loss: 0.5038 105/2446 [>.............................] - ETA: 5:57 - loss: 831.0702 - logits_profile_predictions_loss: 818.2243 - logcount_predictions_loss: 0.5038 106/2446 [>.............................] - ETA: 5:57 - loss: 831.0199 - logits_profile_predictions_loss: 818.1755 - logcount_predictions_loss: 0.5037 107/2446 [>.............................] - ETA: 5:57 - loss: 830.9915 - logits_profile_predictions_loss: 818.1488 - logcount_predictions_loss: 0.5036 108/2446 [>.............................] - ETA: 5:57 - loss: 830.9648 - logits_profile_predictions_loss: 818.1239 - logcount_predictions_loss: 0.5036 109/2446 [>.............................] - ETA: 5:57 - loss: 830.9355 - logits_profile_predictions_loss: 818.0965 - logcount_predictions_loss: 0.5035 110/2446 [>.............................] - ETA: 5:57 - loss: 830.9062 - logits_profile_predictions_loss: 818.0690 - logcount_predictions_loss: 0.5034 111/2446 [>.............................] - ETA: 5:56 - loss: 830.8737 - logits_profile_predictions_loss: 818.0380 - logcount_predictions_loss: 0.5034 112/2446 [>.............................] - ETA: 5:56 - loss: 830.8400 - logits_profile_predictions_loss: 818.0060 - logcount_predictions_loss: 0.5033 113/2446 [>.............................] - ETA: 5:56 - loss: 830.8066 - logits_profile_predictions_loss: 817.9746 - logcount_predictions_loss: 0.5032 114/2446 [>.............................] - ETA: 5:56 - loss: 830.7727 - logits_profile_predictions_loss: 817.9425 - logcount_predictions_loss: 0.5031 115/2446 [>.............................] - ETA: 5:56 - loss: 830.7348 - logits_profile_predictions_loss: 817.9063 - logcount_predictions_loss: 0.5031 116/2446 [>.............................] - ETA: 5:56 - loss: 830.6987 - logits_profile_predictions_loss: 817.8720 - logcount_predictions_loss: 0.5030 117/2446 [>.............................] - ETA: 5:56 - loss: 830.6706 - logits_profile_predictions_loss: 817.8456 - logcount_predictions_loss: 0.5029 118/2446 [>.............................] - ETA: 5:55 - loss: 830.6348 - logits_profile_predictions_loss: 817.8114 - logcount_predictions_loss: 0.5029 119/2446 [>.............................] - ETA: 5:55 - loss: 830.6072 - logits_profile_predictions_loss: 817.7853 - logcount_predictions_loss: 0.5028 120/2446 [>.............................] - ETA: 5:55 - loss: 830.5886 - logits_profile_predictions_loss: 817.7681 - logcount_predictions_loss: 0.5028 121/2446 [>.............................] - ETA: 5:55 - loss: 830.5666 - logits_profile_predictions_loss: 817.7476 - logcount_predictions_loss: 0.5027 122/2446 [>.............................] - ETA: 5:55 - loss: 830.5332 - logits_profile_predictions_loss: 817.7155 - logcount_predictions_loss: 0.5026 123/2446 [>.............................] - ETA: 5:55 - loss: 830.5001 - logits_profile_predictions_loss: 817.6841 - logcount_predictions_loss: 0.5026 124/2446 [>.............................] - ETA: 5:54 - loss: 830.4738 - logits_profile_predictions_loss: 817.6592 - logcount_predictions_loss: 0.5025 125/2446 [>.............................] - ETA: 5:54 - loss: 830.4455 - logits_profile_predictions_loss: 817.6324 - logcount_predictions_loss: 0.5025 126/2446 [>.............................] - ETA: 5:54 - loss: 830.4141 - logits_profile_predictions_loss: 817.6023 - logcount_predictions_loss: 0.5024 127/2446 [>.............................] - ETA: 5:54 - loss: 830.3744 - logits_profile_predictions_loss: 817.5641 - logcount_predictions_loss: 0.5024 128/2446 [>.............................] - ETA: 5:54 - loss: 830.3343 - logits_profile_predictions_loss: 817.5257 - logcount_predictions_loss: 0.5023 129/2446 [>.............................] - ETA: 5:54 - loss: 830.2849 - logits_profile_predictions_loss: 817.4781 - logcount_predictions_loss: 0.5022 130/2446 [>.............................] - ETA: 5:54 - loss: 830.2391 - logits_profile_predictions_loss: 817.4340 - logcount_predictions_loss: 0.5022 131/2446 [>.............................] - ETA: 5:53 - loss: 830.1894 - logits_profile_predictions_loss: 817.3862 - logcount_predictions_loss: 0.5021 132/2446 [>.............................] - ETA: 5:53 - loss: 830.1440 - logits_profile_predictions_loss: 817.3428 - logcount_predictions_loss: 0.5020 133/2446 [>.............................] - ETA: 5:53 - loss: 830.0973 - logits_profile_predictions_loss: 817.2983 - logcount_predictions_loss: 0.5019 134/2446 [>.............................] - ETA: 5:53 - loss: 830.0554 - logits_profile_predictions_loss: 817.2586 - logcount_predictions_loss: 0.5018 135/2446 [>.............................] - ETA: 5:53 - loss: 830.0139 - logits_profile_predictions_loss: 817.2190 - logcount_predictions_loss: 0.5018 136/2446 [>.............................] - ETA: 5:53 - loss: 829.9688 - logits_profile_predictions_loss: 817.1759 - logcount_predictions_loss: 0.5017 137/2446 [>.............................] - ETA: 5:52 - loss: 829.9278 - logits_profile_predictions_loss: 817.1370 - logcount_predictions_loss: 0.5016 138/2446 [>.............................] - ETA: 5:52 - loss: 829.8913 - logits_profile_predictions_loss: 817.1027 - logcount_predictions_loss: 0.5015 139/2446 [>.............................] - ETA: 5:52 - loss: 829.8527 - logits_profile_predictions_loss: 817.0661 - logcount_predictions_loss: 0.5014 140/2446 [>.............................] - ETA: 5:52 - loss: 829.8162 - logits_profile_predictions_loss: 817.0317 - logcount_predictions_loss: 0.5014 141/2446 [>.............................] - ETA: 5:52 - loss: 829.7822 - logits_profile_predictions_loss: 816.9997 - logcount_predictions_loss: 0.5013 142/2446 [>.............................] - ETA: 5:52 - loss: 829.7510 - logits_profile_predictions_loss: 816.9701 - logcount_predictions_loss: 0.5012 143/2446 [>.............................] - ETA: 5:52 - loss: 829.7277 - logits_profile_predictions_loss: 816.9483 - logcount_predictions_loss: 0.5012 144/2446 [>.............................] - ETA: 5:51 - loss: 829.7043 - logits_profile_predictions_loss: 816.9265 - logcount_predictions_loss: 0.5011 145/2446 [>.............................] - ETA: 5:51 - loss: 829.6854 - logits_profile_predictions_loss: 816.9088 - logcount_predictions_loss: 0.5010 146/2446 [>.............................] - ETA: 5:51 - loss: 829.6645 - logits_profile_predictions_loss: 816.8890 - logcount_predictions_loss: 0.5010 147/2446 [>.............................] - ETA: 5:51 - loss: 829.6456 - logits_profile_predictions_loss: 816.8711 - logcount_predictions_loss: 0.5010 148/2446 [>.............................] - ETA: 5:51 - loss: 829.6263 - logits_profile_predictions_loss: 816.8527 - logcount_predictions_loss: 0.5009 149/2446 [>.............................] - ETA: 5:51 - loss: 829.6122 - logits_profile_predictions_loss: 816.8395 - logcount_predictions_loss: 0.5009 150/2446 [>.............................] - ETA: 5:50 - loss: 829.5975 - logits_profile_predictions_loss: 816.8256 - logcount_predictions_loss: 0.5009 151/2446 [>.............................] - ETA: 5:50 - loss: 829.5824 - logits_profile_predictions_loss: 816.8112 - logcount_predictions_loss: 0.5008 152/2446 [>.............................] - ETA: 5:50 - loss: 829.5630 - logits_profile_predictions_loss: 816.7926 - logcount_predictions_loss: 0.5008 153/2446 [>.............................] - ETA: 5:50 - loss: 829.5476 - logits_profile_predictions_loss: 816.7778 - logcount_predictions_loss: 0.5008 154/2446 [>.............................] - ETA: 5:50 - loss: 829.5324 - logits_profile_predictions_loss: 816.7632 - logcount_predictions_loss: 0.5007 155/2446 [>.............................] - ETA: 5:50 - loss: 829.5266 - logits_profile_predictions_loss: 816.7580 - logcount_predictions_loss: 0.5007 156/2446 [>.............................] - ETA: 5:50 - loss: 829.5196 - logits_profile_predictions_loss: 816.7518 - logcount_predictions_loss: 0.5007 157/2446 [>.............................] - ETA: 5:49 - loss: 829.5079 - logits_profile_predictions_loss: 816.7408 - logcount_predictions_loss: 0.5007 158/2446 [>.............................] - ETA: 5:49 - loss: 829.5008 - logits_profile_predictions_loss: 816.7344 - logcount_predictions_loss: 0.5006 159/2446 [>.............................] - ETA: 5:49 - loss: 829.4866 - logits_profile_predictions_loss: 816.7208 - logcount_predictions_loss: 0.5006 160/2446 [>.............................] - ETA: 5:49 - loss: 829.4791 - logits_profile_predictions_loss: 816.7139 - logcount_predictions_loss: 0.5006 161/2446 [>.............................] - ETA: 5:49 - loss: 829.4670 - logits_profile_predictions_loss: 816.7025 - logcount_predictions_loss: 0.5006 162/2446 [>.............................] - ETA: 5:49 - loss: 829.4524 - logits_profile_predictions_loss: 816.6886 - logcount_predictions_loss: 0.5005 163/2446 [>.............................] - ETA: 5:48 - loss: 829.4384 - logits_profile_predictions_loss: 816.6753 - logcount_predictions_loss: 0.5005 164/2446 [=>............................] - ETA: 5:48 - loss: 829.4256 - logits_profile_predictions_loss: 816.6631 - logcount_predictions_loss: 0.5005 165/2446 [=>............................] - ETA: 5:48 - loss: 829.4114 - logits_profile_predictions_loss: 816.6498 - logcount_predictions_loss: 0.5005 166/2446 [=>............................] - ETA: 5:48 - loss: 829.3971 - logits_profile_predictions_loss: 816.6364 - logcount_predictions_loss: 0.5004 167/2446 [=>............................] - ETA: 5:48 - loss: 829.3804 - logits_profile_predictions_loss: 816.6206 - logcount_predictions_loss: 0.5004 168/2446 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2431/2446 [============================>.] - ETA: 2s - loss: 820.1423 - logits_profile_predictions_loss: 807.7616 - logcount_predictions_loss: 0.4855 2432/2446 [============================>.] - ETA: 2s - loss: 820.1419 - logits_profile_predictions_loss: 807.7612 - logcount_predictions_loss: 0.4855 2433/2446 [============================>.] - ETA: 1s - loss: 820.1415 - logits_profile_predictions_loss: 807.7609 - logcount_predictions_loss: 0.4855 2434/2446 [============================>.] - ETA: 1s - loss: 820.1410 - logits_profile_predictions_loss: 807.7605 - logcount_predictions_loss: 0.4855 2435/2446 [============================>.] - ETA: 1s - loss: 820.1406 - logits_profile_predictions_loss: 807.7600 - logcount_predictions_loss: 0.4855 2436/2446 [============================>.] - ETA: 1s - loss: 820.1401 - logits_profile_predictions_loss: 807.7596 - logcount_predictions_loss: 0.4855 2437/2446 [============================>.] - ETA: 1s - loss: 820.1397 - logits_profile_predictions_loss: 807.7592 - logcount_predictions_loss: 0.4855 2438/2446 [============================>.] - ETA: 1s - loss: 820.1392 - logits_profile_predictions_loss: 807.7588 - logcount_predictions_loss: 0.4855 2439/2446 [============================>.] - ETA: 1s - loss: 820.1387 - logits_profile_predictions_loss: 807.7584 - logcount_predictions_loss: 0.4855 2440/2446 [============================>.] - ETA: 0s - loss: 820.1382 - logits_profile_predictions_loss: 807.7580 - logcount_predictions_loss: 0.4855 2441/2446 [============================>.] - ETA: 0s - loss: 820.1377 - logits_profile_predictions_loss: 807.7575 - logcount_predictions_loss: 0.4855 2442/2446 [============================>.] - ETA: 0s - loss: 820.1372 - logits_profile_predictions_loss: 807.7571 - logcount_predictions_loss: 0.4855 2443/2446 [============================>.] - ETA: 0s - loss: 820.1368 - logits_profile_predictions_loss: 807.7567 - logcount_predictions_loss: 0.4855 2444/2446 [============================>.] - ETA: 0s - loss: 820.1363 - logits_profile_predictions_loss: 807.7562 - logcount_predictions_loss: 0.4855 2445/2446 [============================>.] - ETA: 0s - loss: 820.1358 - logits_profile_predictions_loss: 807.7558 - logcount_predictions_loss: 0.4855 2446/2446 [==============================] - ETA: 0s - loss: 820.1353 - logits_profile_predictions_loss: 807.7553 - logcount_predictions_loss: 0.4855 2446/2446 [==============================] - 392s 160ms/step - loss: 820.1348 - logits_profile_predictions_loss: 807.7549 - logcount_predictions_loss: 0.4855 - val_loss: 840.6421 - val_logits_profile_predictions_loss: 825.5222 - val_logcount_predictions_loss: 0.5929 Epoch 00014: val_loss did not improve from 838.46716 Epoch 15/50 1/2446 [..............................] - ETA: 7:38 - loss: 728.4943 - logits_profile_predictions_loss: 716.7113 - logcount_predictions_loss: 0.4621 2/2446 [..............................] - ETA: 6:14 - loss: 737.8114 - logits_profile_predictions_loss: 727.1134 - logcount_predictions_loss: 0.4195 3/2446 [..............................] - ETA: 6:14 - loss: 749.1536 - logits_profile_predictions_loss: 738.4941 - logcount_predictions_loss: 0.4180 4/2446 [..............................] - ETA: 6:13 - loss: 761.3823 - logits_profile_predictions_loss: 750.8007 - logcount_predictions_loss: 0.4150 5/2446 [..............................] - ETA: 6:13 - loss: 766.8613 - logits_profile_predictions_loss: 756.3598 - logcount_predictions_loss: 0.4118 6/2446 [..............................] - ETA: 6:13 - loss: 768.8777 - logits_profile_predictions_loss: 758.4341 - logcount_predictions_loss: 0.4096 7/2446 [..............................] - ETA: 6:13 - loss: 775.1756 - logits_profile_predictions_loss: 764.6939 - logcount_predictions_loss: 0.4110 8/2446 [..............................] - ETA: 6:12 - loss: 779.6751 - logits_profile_predictions_loss: 769.1820 - logcount_predictions_loss: 0.4115 9/2446 [..............................] - ETA: 6:12 - loss: 782.7833 - logits_profile_predictions_loss: 772.2305 - logcount_predictions_loss: 0.4138 10/2446 [..............................] - ETA: 6:12 - loss: 783.7862 - logits_profile_predictions_loss: 773.1417 - logcount_predictions_loss: 0.4174 11/2446 [..............................] - ETA: 6:12 - loss: 784.3584 - logits_profile_predictions_loss: 773.6203 - logcount_predictions_loss: 0.4211 12/2446 [..............................] - ETA: 6:12 - loss: 785.0547 - logits_profile_predictions_loss: 774.2474 - logcount_predictions_loss: 0.4238 13/2446 [..............................] - ETA: 6:11 - loss: 786.8746 - logits_profile_predictions_loss: 776.0148 - logcount_predictions_loss: 0.4259 14/2446 [..............................] - ETA: 6:11 - loss: 788.3112 - logits_profile_predictions_loss: 777.4001 - logcount_predictions_loss: 0.4279 15/2446 [..............................] - ETA: 6:11 - loss: 789.8408 - logits_profile_predictions_loss: 778.8835 - logcount_predictions_loss: 0.4297 16/2446 [..............................] - ETA: 6:11 - loss: 791.5418 - logits_profile_predictions_loss: 780.5425 - logcount_predictions_loss: 0.4313 17/2446 [..............................] - ETA: 6:11 - loss: 792.9798 - logits_profile_predictions_loss: 781.9538 - logcount_predictions_loss: 0.4324 18/2446 [..............................] - ETA: 6:11 - loss: 794.0789 - logits_profile_predictions_loss: 783.0100 - logcount_predictions_loss: 0.4341 19/2446 [..............................] - ETA: 6:10 - loss: 795.0150 - logits_profile_predictions_loss: 783.9119 - logcount_predictions_loss: 0.4354 20/2446 [..............................] - ETA: 6:10 - loss: 795.8254 - logits_profile_predictions_loss: 784.6889 - logcount_predictions_loss: 0.4367 21/2446 [..............................] - ETA: 6:10 - loss: 796.6059 - logits_profile_predictions_loss: 785.4262 - logcount_predictions_loss: 0.4384 22/2446 [..............................] - ETA: 6:10 - loss: 797.3125 - logits_profile_predictions_loss: 786.0981 - logcount_predictions_loss: 0.4398 23/2446 [..............................] - ETA: 6:10 - loss: 797.6680 - logits_profile_predictions_loss: 786.4277 - logcount_predictions_loss: 0.4408 24/2446 [..............................] - ETA: 6:09 - loss: 798.0901 - logits_profile_predictions_loss: 786.8190 - logcount_predictions_loss: 0.4420 25/2446 [..............................] - ETA: 6:09 - loss: 798.5927 - logits_profile_predictions_loss: 787.2984 - logcount_predictions_loss: 0.4429 26/2446 [..............................] - ETA: 6:09 - loss: 798.9054 - logits_profile_predictions_loss: 787.5785 - logcount_predictions_loss: 0.4442 27/2446 [..............................] - ETA: 6:09 - loss: 799.2264 - logits_profile_predictions_loss: 787.8715 - logcount_predictions_loss: 0.4453 28/2446 [..............................] - ETA: 6:09 - loss: 799.3831 - logits_profile_predictions_loss: 788.0047 - logcount_predictions_loss: 0.4462 29/2446 [..............................] - ETA: 6:09 - loss: 799.5569 - logits_profile_predictions_loss: 788.1576 - logcount_predictions_loss: 0.4470 30/2446 [..............................] - ETA: 6:09 - loss: 799.8640 - logits_profile_predictions_loss: 788.4449 - logcount_predictions_loss: 0.4478 31/2446 [..............................] - ETA: 6:08 - loss: 800.2411 - logits_profile_predictions_loss: 788.8052 - logcount_predictions_loss: 0.4485 32/2446 [..............................] - ETA: 6:08 - loss: 800.4962 - logits_profile_predictions_loss: 789.0407 - logcount_predictions_loss: 0.4492 33/2446 [..............................] - ETA: 6:08 - loss: 800.6417 - logits_profile_predictions_loss: 789.1703 - logcount_predictions_loss: 0.4499 34/2446 [..............................] - ETA: 6:08 - loss: 800.7043 - logits_profile_predictions_loss: 789.2204 - logcount_predictions_loss: 0.4503 35/2446 [..............................] - ETA: 6:08 - loss: 800.7845 - logits_profile_predictions_loss: 789.2875 - logcount_predictions_loss: 0.4509 36/2446 [..............................] - ETA: 6:08 - loss: 800.9437 - logits_profile_predictions_loss: 789.4341 - logcount_predictions_loss: 0.4514 37/2446 [..............................] - ETA: 6:08 - loss: 801.0483 - logits_profile_predictions_loss: 789.5283 - logcount_predictions_loss: 0.4518 38/2446 [..............................] - ETA: 6:07 - loss: 801.0725 - logits_profile_predictions_loss: 789.5449 - logcount_predictions_loss: 0.4521 39/2446 [..............................] - ETA: 6:07 - loss: 800.9942 - logits_profile_predictions_loss: 789.4597 - logcount_predictions_loss: 0.4523 40/2446 [..............................] - ETA: 6:07 - loss: 800.9292 - logits_profile_predictions_loss: 789.3865 - logcount_predictions_loss: 0.4527 41/2446 [..............................] - ETA: 6:07 - loss: 800.8446 - logits_profile_predictions_loss: 789.2949 - logcount_predictions_loss: 0.4529 42/2446 [..............................] - ETA: 6:07 - loss: 800.7595 - logits_profile_predictions_loss: 789.2003 - logcount_predictions_loss: 0.4533 43/2446 [..............................] - ETA: 6:07 - loss: 800.6548 - logits_profile_predictions_loss: 789.0877 - logcount_predictions_loss: 0.4536 44/2446 [..............................] - ETA: 6:07 - loss: 800.6521 - logits_profile_predictions_loss: 789.0777 - logcount_predictions_loss: 0.4539 45/2446 [..............................] - ETA: 6:06 - loss: 800.6526 - logits_profile_predictions_loss: 789.0717 - logcount_predictions_loss: 0.4542 46/2446 [..............................] - ETA: 6:06 - loss: 800.6937 - logits_profile_predictions_loss: 789.1074 - logcount_predictions_loss: 0.4544 47/2446 [..............................] - ETA: 6:06 - loss: 800.7009 - logits_profile_predictions_loss: 789.1106 - logcount_predictions_loss: 0.4545 48/2446 [..............................] - ETA: 6:06 - loss: 800.6727 - logits_profile_predictions_loss: 789.0771 - logcount_predictions_loss: 0.4547 49/2446 [..............................] - ETA: 6:06 - loss: 800.6110 - logits_profile_predictions_loss: 789.0099 - logcount_predictions_loss: 0.4549 50/2446 [..............................] - ETA: 6:06 - loss: 800.5720 - logits_profile_predictions_loss: 788.9669 - logcount_predictions_loss: 0.4551 51/2446 [..............................] - ETA: 6:05 - loss: 800.5814 - logits_profile_predictions_loss: 788.9692 - logcount_predictions_loss: 0.4554 52/2446 [..............................] - ETA: 6:05 - loss: 800.6220 - logits_profile_predictions_loss: 789.0039 - logcount_predictions_loss: 0.4556 53/2446 [..............................] - ETA: 6:05 - loss: 800.6278 - logits_profile_predictions_loss: 789.0039 - logcount_predictions_loss: 0.4558 54/2446 [..............................] - ETA: 6:05 - loss: 800.6311 - logits_profile_predictions_loss: 789.0007 - logcount_predictions_loss: 0.4561 55/2446 [..............................] - ETA: 6:05 - loss: 800.6295 - logits_profile_predictions_loss: 788.9917 - logcount_predictions_loss: 0.4564 56/2446 [..............................] - ETA: 6:05 - loss: 800.6435 - logits_profile_predictions_loss: 788.9978 - logcount_predictions_loss: 0.4567 57/2446 [..............................] - ETA: 6:05 - loss: 800.6656 - logits_profile_predictions_loss: 789.0133 - logcount_predictions_loss: 0.4570 58/2446 [..............................] - ETA: 6:04 - loss: 800.7010 - logits_profile_predictions_loss: 789.0439 - logcount_predictions_loss: 0.4571 59/2446 [..............................] - ETA: 6:04 - loss: 800.7368 - logits_profile_predictions_loss: 789.0747 - logcount_predictions_loss: 0.4573 60/2446 [..............................] - ETA: 6:04 - loss: 800.8188 - logits_profile_predictions_loss: 789.1522 - logcount_predictions_loss: 0.4575 61/2446 [..............................] - ETA: 6:04 - loss: 800.8869 - logits_profile_predictions_loss: 789.2139 - logcount_predictions_loss: 0.4578 62/2446 [..............................] - ETA: 6:04 - loss: 800.9458 - logits_profile_predictions_loss: 789.2667 - logcount_predictions_loss: 0.4580 63/2446 [..............................] - ETA: 6:04 - loss: 800.9896 - logits_profile_predictions_loss: 789.3045 - logcount_predictions_loss: 0.4582 64/2446 [..............................] - ETA: 6:04 - loss: 801.0260 - logits_profile_predictions_loss: 789.3352 - logcount_predictions_loss: 0.4585 65/2446 [..............................] - ETA: 6:03 - loss: 801.0668 - logits_profile_predictions_loss: 789.3705 - logcount_predictions_loss: 0.4587 66/2446 [..............................] - ETA: 6:03 - loss: 801.1252 - logits_profile_predictions_loss: 789.4238 - logcount_predictions_loss: 0.4589 67/2446 [..............................] - ETA: 6:03 - loss: 801.2045 - logits_profile_predictions_loss: 789.4985 - logcount_predictions_loss: 0.4591 68/2446 [..............................] - ETA: 6:03 - loss: 801.2807 - logits_profile_predictions_loss: 789.5707 - logcount_predictions_loss: 0.4592 69/2446 [..............................] - ETA: 6:03 - loss: 801.3413 - logits_profile_predictions_loss: 789.6281 - logcount_predictions_loss: 0.4593 70/2446 [..............................] - ETA: 6:03 - loss: 801.3789 - logits_profile_predictions_loss: 789.6628 - logcount_predictions_loss: 0.4595 71/2446 [..............................] - ETA: 6:02 - loss: 801.4091 - logits_profile_predictions_loss: 789.6905 - logcount_predictions_loss: 0.4596 72/2446 [..............................] - ETA: 6:02 - loss: 801.4459 - logits_profile_predictions_loss: 789.7246 - logcount_predictions_loss: 0.4597 73/2446 [..............................] - ETA: 6:02 - loss: 801.4804 - logits_profile_predictions_loss: 789.7556 - logcount_predictions_loss: 0.4598 74/2446 [..............................] - ETA: 6:02 - loss: 801.5119 - logits_profile_predictions_loss: 789.7842 - logcount_predictions_loss: 0.4599 75/2446 [..............................] - ETA: 6:02 - loss: 801.5404 - logits_profile_predictions_loss: 789.8102 - logcount_predictions_loss: 0.4600 76/2446 [..............................] - ETA: 6:02 - loss: 801.5818 - logits_profile_predictions_loss: 789.8489 - logcount_predictions_loss: 0.4601 77/2446 [..............................] - ETA: 6:02 - loss: 801.6331 - logits_profile_predictions_loss: 789.8979 - logcount_predictions_loss: 0.4602 78/2446 [..............................] - ETA: 6:02 - loss: 801.7042 - logits_profile_predictions_loss: 789.9672 - logcount_predictions_loss: 0.4603 79/2446 [..............................] - ETA: 6:02 - loss: 801.7726 - logits_profile_predictions_loss: 790.0332 - logcount_predictions_loss: 0.4604 80/2446 [..............................] - ETA: 6:01 - loss: 801.8282 - logits_profile_predictions_loss: 790.0876 - logcount_predictions_loss: 0.4604 81/2446 [..............................] - ETA: 6:01 - loss: 801.8798 - logits_profile_predictions_loss: 790.1383 - logcount_predictions_loss: 0.4605 82/2446 [>.............................] - ETA: 6:01 - loss: 801.9256 - logits_profile_predictions_loss: 790.1828 - logcount_predictions_loss: 0.4605 83/2446 [>.............................] - ETA: 6:01 - loss: 801.9778 - logits_profile_predictions_loss: 790.2334 - logcount_predictions_loss: 0.4606 84/2446 [>.............................] - ETA: 6:01 - loss: 802.0251 - logits_profile_predictions_loss: 790.2789 - logcount_predictions_loss: 0.4606 85/2446 [>.............................] - ETA: 6:01 - loss: 802.0571 - logits_profile_predictions_loss: 790.3096 - logcount_predictions_loss: 0.4607 86/2446 [>.............................] - ETA: 6:00 - loss: 802.0721 - logits_profile_predictions_loss: 790.3230 - logcount_predictions_loss: 0.4608 87/2446 [>.............................] - ETA: 6:00 - loss: 802.0718 - logits_profile_predictions_loss: 790.3211 - logcount_predictions_loss: 0.4608 88/2446 [>.............................] - ETA: 6:00 - loss: 802.0641 - logits_profile_predictions_loss: 790.3117 - logcount_predictions_loss: 0.4609 89/2446 [>.............................] - ETA: 6:00 - loss: 802.0579 - logits_profile_predictions_loss: 790.3045 - logcount_predictions_loss: 0.4609 90/2446 [>.............................] - ETA: 6:00 - loss: 802.0608 - logits_profile_predictions_loss: 790.3067 - logcount_predictions_loss: 0.4610 91/2446 [>.............................] - ETA: 6:00 - loss: 802.0648 - logits_profile_predictions_loss: 790.3100 - logcount_predictions_loss: 0.4610 92/2446 [>.............................] - ETA: 6:00 - loss: 802.0577 - logits_profile_predictions_loss: 790.3023 - logcount_predictions_loss: 0.4610 93/2446 [>.............................] - ETA: 5:59 - loss: 802.0661 - logits_profile_predictions_loss: 790.3099 - logcount_predictions_loss: 0.4610 94/2446 [>.............................] - ETA: 5:59 - loss: 802.0677 - logits_profile_predictions_loss: 790.3106 - logcount_predictions_loss: 0.4611 95/2446 [>.............................] - ETA: 5:59 - loss: 802.0748 - logits_profile_predictions_loss: 790.3168 - logcount_predictions_loss: 0.4611 96/2446 [>.............................] - ETA: 5:59 - loss: 802.0794 - logits_profile_predictions_loss: 790.3208 - logcount_predictions_loss: 0.4611 97/2446 [>.............................] - ETA: 5:59 - loss: 802.0815 - logits_profile_predictions_loss: 790.3226 - logcount_predictions_loss: 0.4611 98/2446 [>.............................] - ETA: 5:59 - loss: 802.0930 - logits_profile_predictions_loss: 790.3337 - logcount_predictions_loss: 0.4612 99/2446 [>.............................] - ETA: 5:59 - loss: 802.1048 - logits_profile_predictions_loss: 790.3443 - logcount_predictions_loss: 0.4612 100/2446 [>.............................] - ETA: 5:58 - loss: 802.1204 - logits_profile_predictions_loss: 790.3587 - logcount_predictions_loss: 0.4612 101/2446 [>.............................] - ETA: 5:58 - loss: 802.1507 - logits_profile_predictions_loss: 790.3883 - logcount_predictions_loss: 0.4613 102/2446 [>.............................] - ETA: 5:58 - loss: 802.1732 - logits_profile_predictions_loss: 790.4102 - logcount_predictions_loss: 0.4613 103/2446 [>.............................] - ETA: 5:58 - loss: 802.1955 - logits_profile_predictions_loss: 790.4318 - logcount_predictions_loss: 0.4613 104/2446 [>.............................] - ETA: 5:58 - loss: 802.2272 - logits_profile_predictions_loss: 790.4632 - logcount_predictions_loss: 0.4613 105/2446 [>.............................] - ETA: 5:58 - loss: 802.2497 - logits_profile_predictions_loss: 790.4851 - logcount_predictions_loss: 0.4614 106/2446 [>.............................] - ETA: 5:57 - loss: 802.2789 - logits_profile_predictions_loss: 790.5138 - logcount_predictions_loss: 0.4614 107/2446 [>.............................] - ETA: 5:57 - loss: 802.3098 - logits_profile_predictions_loss: 790.5442 - logcount_predictions_loss: 0.4614 108/2446 [>.............................] - ETA: 5:57 - loss: 802.3346 - logits_profile_predictions_loss: 790.5684 - logcount_predictions_loss: 0.4614 109/2446 [>.............................] - ETA: 5:57 - loss: 802.3544 - logits_profile_predictions_loss: 790.5877 - logcount_predictions_loss: 0.4614 110/2446 [>.............................] - ETA: 5:57 - loss: 802.3644 - logits_profile_predictions_loss: 790.5972 - logcount_predictions_loss: 0.4615 111/2446 [>.............................] - ETA: 5:57 - loss: 802.3721 - logits_profile_predictions_loss: 790.6046 - logcount_predictions_loss: 0.4615 112/2446 [>.............................] - ETA: 5:56 - loss: 802.3929 - logits_profile_predictions_loss: 790.6251 - logcount_predictions_loss: 0.4615 113/2446 [>.............................] - ETA: 5:56 - loss: 802.4124 - logits_profile_predictions_loss: 790.6438 - logcount_predictions_loss: 0.4615 114/2446 [>.............................] - ETA: 5:56 - loss: 802.4313 - logits_profile_predictions_loss: 790.6618 - logcount_predictions_loss: 0.4616 115/2446 [>.............................] - ETA: 5:56 - loss: 802.4458 - logits_profile_predictions_loss: 790.6757 - logcount_predictions_loss: 0.4616 116/2446 [>.............................] - ETA: 5:56 - loss: 802.4642 - logits_profile_predictions_loss: 790.6933 - logcount_predictions_loss: 0.4616 117/2446 [>.............................] - ETA: 5:56 - loss: 802.4780 - logits_profile_predictions_loss: 790.7063 - logcount_predictions_loss: 0.4616 118/2446 [>.............................] - ETA: 5:56 - loss: 802.4875 - logits_profile_predictions_loss: 790.7151 - logcount_predictions_loss: 0.4617 119/2446 [>.............................] - ETA: 5:55 - loss: 802.4874 - logits_profile_predictions_loss: 790.7143 - logcount_predictions_loss: 0.4617 120/2446 [>.............................] - ETA: 5:55 - loss: 802.4904 - logits_profile_predictions_loss: 790.7164 - logcount_predictions_loss: 0.4617 121/2446 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[============================>.] - ETA: 4s - loss: 808.9804 - logits_profile_predictions_loss: 797.3389 - logcount_predictions_loss: 0.4565 2417/2446 [============================>.] - ETA: 4s - loss: 808.9807 - logits_profile_predictions_loss: 797.3393 - logcount_predictions_loss: 0.4565 2418/2446 [============================>.] - ETA: 4s - loss: 808.9811 - logits_profile_predictions_loss: 797.3397 - logcount_predictions_loss: 0.4565 2419/2446 [============================>.] - ETA: 4s - loss: 808.9815 - logits_profile_predictions_loss: 797.3401 - logcount_predictions_loss: 0.4565 2420/2446 [============================>.] - ETA: 3s - loss: 808.9818 - logits_profile_predictions_loss: 797.3405 - logcount_predictions_loss: 0.4565 2421/2446 [============================>.] - ETA: 3s - loss: 808.9822 - logits_profile_predictions_loss: 797.3409 - logcount_predictions_loss: 0.4565 2422/2446 [============================>.] - ETA: 3s - loss: 808.9826 - logits_profile_predictions_loss: 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836.29230, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 16/50 1/2446 [..............................] - ETA: 7:39 - loss: 820.2847 - logits_profile_predictions_loss: 806.8047 - logcount_predictions_loss: 0.5286 2/2446 [..............................] - ETA: 6:14 - loss: 845.6583 - logits_profile_predictions_loss: 832.8054 - logcount_predictions_loss: 0.5040 3/2446 [..............................] - ETA: 6:14 - loss: 857.4185 - logits_profile_predictions_loss: 845.1777 - logcount_predictions_loss: 0.4800 4/2446 [..............................] - ETA: 6:13 - loss: 858.6288 - logits_profile_predictions_loss: 846.5946 - logcount_predictions_loss: 0.4719 5/2446 [..............................] - ETA: 6:13 - loss: 860.9684 - logits_profile_predictions_loss: 849.0449 - logcount_predictions_loss: 0.4676 6/2446 [..............................] - ETA: 6:13 - loss: 862.1891 - 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[..............................] - ETA: 6:11 - loss: 852.7689 - logits_profile_predictions_loss: 841.3634 - logcount_predictions_loss: 0.4473 14/2446 [..............................] - ETA: 6:11 - loss: 852.0906 - logits_profile_predictions_loss: 840.6901 - logcount_predictions_loss: 0.4471 15/2446 [..............................] - ETA: 6:11 - loss: 850.5440 - logits_profile_predictions_loss: 839.1529 - logcount_predictions_loss: 0.4467 16/2446 [..............................] - ETA: 6:11 - loss: 848.8909 - logits_profile_predictions_loss: 837.5045 - logcount_predictions_loss: 0.4465 17/2446 [..............................] - ETA: 6:11 - loss: 847.2308 - logits_profile_predictions_loss: 835.8617 - logcount_predictions_loss: 0.4459 18/2446 [..............................] - ETA: 6:11 - loss: 845.2804 - logits_profile_predictions_loss: 833.9336 - logcount_predictions_loss: 0.4450 19/2446 [..............................] - ETA: 6:11 - loss: 843.6268 - logits_profile_predictions_loss: 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33/2446 [..............................] - ETA: 6:08 - loss: 828.5500 - logits_profile_predictions_loss: 817.4619 - logcount_predictions_loss: 0.4348 34/2446 [..............................] - ETA: 6:08 - loss: 827.8057 - logits_profile_predictions_loss: 816.7299 - logcount_predictions_loss: 0.4343 35/2446 [..............................] - ETA: 6:08 - loss: 827.0336 - logits_profile_predictions_loss: 815.9678 - logcount_predictions_loss: 0.4340 36/2446 [..............................] - ETA: 6:08 - loss: 826.2313 - logits_profile_predictions_loss: 815.1770 - logcount_predictions_loss: 0.4335 37/2446 [..............................] - ETA: 6:08 - loss: 825.3885 - logits_profile_predictions_loss: 814.3452 - logcount_predictions_loss: 0.4331 38/2446 [..............................] - ETA: 6:08 - loss: 824.5515 - logits_profile_predictions_loss: 813.5197 - logcount_predictions_loss: 0.4326 39/2446 [..............................] - ETA: 6:07 - loss: 823.8431 - 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[..............................] - ETA: 6:06 - loss: 819.5687 - logits_profile_predictions_loss: 808.6106 - logcount_predictions_loss: 0.4297 47/2446 [..............................] - ETA: 6:06 - loss: 819.0846 - logits_profile_predictions_loss: 808.1328 - logcount_predictions_loss: 0.4295 48/2446 [..............................] - ETA: 6:06 - loss: 818.6000 - logits_profile_predictions_loss: 807.6525 - logcount_predictions_loss: 0.4293 49/2446 [..............................] - ETA: 6:06 - loss: 818.1192 - logits_profile_predictions_loss: 807.1758 - logcount_predictions_loss: 0.4292 50/2446 [..............................] - ETA: 6:06 - loss: 817.7201 - logits_profile_predictions_loss: 806.7802 - logcount_predictions_loss: 0.4290 51/2446 [..............................] - ETA: 6:06 - loss: 817.3411 - logits_profile_predictions_loss: 806.4032 - logcount_predictions_loss: 0.4289 52/2446 [..............................] - ETA: 6:06 - loss: 817.0093 - logits_profile_predictions_loss: 806.0748 - logcount_predictions_loss: 0.4288 53/2446 [..............................] - ETA: 6:05 - loss: 816.6734 - logits_profile_predictions_loss: 805.7424 - logcount_predictions_loss: 0.4287 54/2446 [..............................] - ETA: 6:05 - loss: 816.3575 - logits_profile_predictions_loss: 805.4293 - logcount_predictions_loss: 0.4286 55/2446 [..............................] - ETA: 6:05 - loss: 816.0280 - logits_profile_predictions_loss: 805.1038 - logcount_predictions_loss: 0.4284 56/2446 [..............................] - ETA: 6:05 - loss: 815.7253 - logits_profile_predictions_loss: 804.8051 - logcount_predictions_loss: 0.4282 57/2446 [..............................] - ETA: 6:05 - loss: 815.3859 - logits_profile_predictions_loss: 804.4687 - logcount_predictions_loss: 0.4281 58/2446 [..............................] - ETA: 6:05 - loss: 815.0569 - logits_profile_predictions_loss: 804.1435 - logcount_predictions_loss: 0.4280 59/2446 [..............................] - ETA: 6:04 - 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[===>..........................] - ETA: 5:17 - loss: 804.3112 - logits_profile_predictions_loss: 793.3841 - logcount_predictions_loss: 0.4285 373/2446 [===>..........................] - ETA: 5:17 - loss: 804.3109 - logits_profile_predictions_loss: 793.3835 - logcount_predictions_loss: 0.4285 374/2446 [===>..........................] - ETA: 5:16 - loss: 804.3096 - logits_profile_predictions_loss: 793.3819 - logcount_predictions_loss: 0.4285 375/2446 [===>..........................] - ETA: 5:16 - loss: 804.3080 - logits_profile_predictions_loss: 793.3800 - logcount_predictions_loss: 0.4286 376/2446 [===>..........................] - ETA: 5:16 - loss: 804.3069 - logits_profile_predictions_loss: 793.3785 - logcount_predictions_loss: 0.4286 377/2446 [===>..........................] - ETA: 5:16 - loss: 804.3066 - logits_profile_predictions_loss: 793.3779 - logcount_predictions_loss: 0.4286 378/2446 [===>..........................] - ETA: 5:16 - loss: 804.3075 - 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[===>..........................] - ETA: 5:15 - loss: 804.3249 - logits_profile_predictions_loss: 793.3931 - logcount_predictions_loss: 0.4287 386/2446 [===>..........................] - ETA: 5:15 - loss: 804.3275 - logits_profile_predictions_loss: 793.3953 - logcount_predictions_loss: 0.4287 387/2446 [===>..........................] - ETA: 5:14 - loss: 804.3298 - logits_profile_predictions_loss: 793.3972 - logcount_predictions_loss: 0.4287 388/2446 [===>..........................] - ETA: 5:14 - loss: 804.3315 - logits_profile_predictions_loss: 793.3985 - logcount_predictions_loss: 0.4288 389/2446 [===>..........................] - ETA: 5:14 - loss: 804.3338 - logits_profile_predictions_loss: 793.4003 - logcount_predictions_loss: 0.4288 390/2446 [===>..........................] - ETA: 5:14 - loss: 804.3357 - logits_profile_predictions_loss: 793.4019 - logcount_predictions_loss: 0.4288 391/2446 [===>..........................] - ETA: 5:14 - loss: 804.3385 - 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[===>..........................] - ETA: 5:13 - loss: 804.3604 - logits_profile_predictions_loss: 793.4237 - logcount_predictions_loss: 0.4289 399/2446 [===>..........................] - ETA: 5:13 - loss: 804.3646 - logits_profile_predictions_loss: 793.4276 - logcount_predictions_loss: 0.4289 400/2446 [===>..........................] - ETA: 5:12 - loss: 804.3690 - logits_profile_predictions_loss: 793.4316 - logcount_predictions_loss: 0.4289 401/2446 [===>..........................] - ETA: 5:12 - loss: 804.3727 - logits_profile_predictions_loss: 793.4351 - logcount_predictions_loss: 0.4289 402/2446 [===>..........................] - ETA: 5:12 - loss: 804.3769 - logits_profile_predictions_loss: 793.4389 - logcount_predictions_loss: 0.4289 403/2446 [===>..........................] - ETA: 5:12 - loss: 804.3804 - logits_profile_predictions_loss: 793.4421 - logcount_predictions_loss: 0.4290 404/2446 [===>..........................] - ETA: 5:12 - loss: 804.3839 - 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[====>.........................] - ETA: 5:11 - loss: 804.4040 - logits_profile_predictions_loss: 793.4632 - logcount_predictions_loss: 0.4291 412/2446 [====>.........................] - ETA: 5:11 - loss: 804.4060 - logits_profile_predictions_loss: 793.4650 - logcount_predictions_loss: 0.4291 413/2446 [====>.........................] - ETA: 5:10 - loss: 804.4073 - logits_profile_predictions_loss: 793.4660 - logcount_predictions_loss: 0.4291 414/2446 [====>.........................] - ETA: 5:10 - loss: 804.4088 - logits_profile_predictions_loss: 793.4673 - logcount_predictions_loss: 0.4291 415/2446 [====>.........................] - ETA: 5:10 - loss: 804.4109 - logits_profile_predictions_loss: 793.4691 - logcount_predictions_loss: 0.4291 416/2446 [====>.........................] - ETA: 5:10 - loss: 804.4138 - logits_profile_predictions_loss: 793.4717 - logcount_predictions_loss: 0.4291 417/2446 [====>.........................] - ETA: 5:10 - loss: 804.4165 - 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[====>.........................] - ETA: 5:09 - loss: 804.4366 - logits_profile_predictions_loss: 793.4924 - logcount_predictions_loss: 0.4292 425/2446 [====>.........................] - ETA: 5:09 - loss: 804.4379 - logits_profile_predictions_loss: 793.4933 - logcount_predictions_loss: 0.4292 426/2446 [====>.........................] - ETA: 5:08 - loss: 804.4382 - logits_profile_predictions_loss: 793.4934 - logcount_predictions_loss: 0.4292 427/2446 [====>.........................] - ETA: 5:08 - loss: 804.4391 - logits_profile_predictions_loss: 793.4941 - logcount_predictions_loss: 0.4292 428/2446 [====>.........................] - ETA: 5:08 - loss: 804.4399 - logits_profile_predictions_loss: 793.4946 - logcount_predictions_loss: 0.4292 429/2446 [====>.........................] - ETA: 5:08 - loss: 804.4402 - logits_profile_predictions_loss: 793.4947 - logcount_predictions_loss: 0.4292 430/2446 [====>.........................] - ETA: 5:08 - loss: 804.4399 - 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[====>.........................] - ETA: 5:05 - loss: 804.4191 - logits_profile_predictions_loss: 793.4700 - logcount_predictions_loss: 0.4294 451/2446 [====>.........................] - ETA: 5:05 - loss: 804.4171 - logits_profile_predictions_loss: 793.4678 - logcount_predictions_loss: 0.4294 452/2446 [====>.........................] - ETA: 5:04 - loss: 804.4147 - logits_profile_predictions_loss: 793.4653 - logcount_predictions_loss: 0.4294 453/2446 [====>.........................] - ETA: 5:04 - loss: 804.4125 - logits_profile_predictions_loss: 793.4629 - logcount_predictions_loss: 0.4294 454/2446 [====>.........................] - ETA: 5:04 - loss: 804.4097 - logits_profile_predictions_loss: 793.4600 - logcount_predictions_loss: 0.4294 455/2446 [====>.........................] - ETA: 5:04 - loss: 804.4068 - logits_profile_predictions_loss: 793.4569 - logcount_predictions_loss: 0.4294 456/2446 [====>.........................] - ETA: 5:04 - loss: 804.4030 - 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0.4751 5/2446 [..............................] - ETA: 6:13 - loss: 737.8708 - logits_profile_predictions_loss: 726.0692 - logcount_predictions_loss: 0.4628 6/2446 [..............................] - ETA: 6:13 - loss: 741.6663 - logits_profile_predictions_loss: 730.1417 - logcount_predictions_loss: 0.4519 7/2446 [..............................] - ETA: 6:12 - loss: 743.7672 - logits_profile_predictions_loss: 732.4254 - logcount_predictions_loss: 0.4448 8/2446 [..............................] - ETA: 6:12 - loss: 746.9236 - logits_profile_predictions_loss: 735.6873 - logcount_predictions_loss: 0.4406 9/2446 [..............................] - ETA: 6:12 - loss: 748.8603 - logits_profile_predictions_loss: 737.7223 - logcount_predictions_loss: 0.4368 10/2446 [..............................] - ETA: 6:12 - loss: 751.5757 - logits_profile_predictions_loss: 740.5140 - logcount_predictions_loss: 0.4338 11/2446 [..............................] - ETA: 6:12 - loss: 754.1457 - 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[==>...........................] - ETA: 5:24 - loss: 791.6203 - logits_profile_predictions_loss: 780.9587 - logcount_predictions_loss: 0.4181 326/2446 [==>...........................] - ETA: 5:24 - loss: 791.6234 - logits_profile_predictions_loss: 780.9614 - logcount_predictions_loss: 0.4181 327/2446 [===>..........................] - ETA: 5:24 - loss: 791.6269 - logits_profile_predictions_loss: 780.9645 - logcount_predictions_loss: 0.4181 328/2446 [===>..........................] - ETA: 5:23 - loss: 791.6308 - logits_profile_predictions_loss: 780.9680 - logcount_predictions_loss: 0.4182 329/2446 [===>..........................] - ETA: 5:23 - loss: 791.6344 - logits_profile_predictions_loss: 780.9713 - logcount_predictions_loss: 0.4182 330/2446 [===>..........................] - ETA: 5:23 - loss: 791.6382 - logits_profile_predictions_loss: 780.9748 - logcount_predictions_loss: 0.4182 331/2446 [===>..........................] - ETA: 5:23 - loss: 791.6419 - 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[===>..........................] - ETA: 5:20 - loss: 791.7507 - logits_profile_predictions_loss: 781.0813 - logcount_predictions_loss: 0.4184 352/2446 [===>..........................] - ETA: 5:20 - loss: 791.7582 - logits_profile_predictions_loss: 781.0886 - logcount_predictions_loss: 0.4184 353/2446 [===>..........................] - ETA: 5:20 - loss: 791.7665 - logits_profile_predictions_loss: 781.0967 - logcount_predictions_loss: 0.4184 354/2446 [===>..........................] - ETA: 5:19 - loss: 791.7753 - logits_profile_predictions_loss: 781.1054 - logcount_predictions_loss: 0.4184 355/2446 [===>..........................] - ETA: 5:19 - loss: 791.7841 - logits_profile_predictions_loss: 781.1139 - logcount_predictions_loss: 0.4184 356/2446 [===>..........................] - ETA: 5:19 - loss: 791.7932 - logits_profile_predictions_loss: 781.1228 - logcount_predictions_loss: 0.4185 357/2446 [===>..........................] - ETA: 5:19 - loss: 791.8019 - 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[===>..........................] - ETA: 5:16 - loss: 792.0299 - logits_profile_predictions_loss: 781.3537 - logcount_predictions_loss: 0.4187 378/2446 [===>..........................] - ETA: 5:16 - loss: 792.0439 - logits_profile_predictions_loss: 781.3674 - logcount_predictions_loss: 0.4187 379/2446 [===>..........................] - ETA: 5:16 - loss: 792.0580 - logits_profile_predictions_loss: 781.3812 - logcount_predictions_loss: 0.4187 380/2446 [===>..........................] - ETA: 5:15 - loss: 792.0720 - logits_profile_predictions_loss: 781.3949 - logcount_predictions_loss: 0.4187 381/2446 [===>..........................] - ETA: 5:15 - loss: 792.0861 - logits_profile_predictions_loss: 781.4087 - logcount_predictions_loss: 0.4187 382/2446 [===>..........................] - ETA: 5:15 - loss: 792.0997 - logits_profile_predictions_loss: 781.4220 - logcount_predictions_loss: 0.4187 383/2446 [===>..........................] - ETA: 5:15 - loss: 792.1138 - 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logits_profile_predictions_loss: 781.5950 - logcount_predictions_loss: 0.4189 397/2446 [===>..........................] - ETA: 5:13 - loss: 792.2869 - logits_profile_predictions_loss: 781.6055 - logcount_predictions_loss: 0.4189 398/2446 [===>..........................] - ETA: 5:13 - loss: 792.2968 - logits_profile_predictions_loss: 781.6151 - logcount_predictions_loss: 0.4189 399/2446 [===>..........................] - ETA: 5:13 - loss: 792.3067 - logits_profile_predictions_loss: 781.6248 - logcount_predictions_loss: 0.4189 400/2446 [===>..........................] - ETA: 5:12 - loss: 792.3164 - logits_profile_predictions_loss: 781.6341 - logcount_predictions_loss: 0.4189 401/2446 [===>..........................] - ETA: 5:12 - loss: 792.3258 - logits_profile_predictions_loss: 781.6432 - logcount_predictions_loss: 0.4189 402/2446 [===>..........................] - ETA: 5:12 - loss: 792.3350 - logits_profile_predictions_loss: 781.6522 - logcount_predictions_loss: 0.4189 403/2446 [===>..........................] - ETA: 5:12 - loss: 792.3453 - logits_profile_predictions_loss: 781.6623 - logcount_predictions_loss: 0.4189 404/2446 [===>..........................] - ETA: 5:12 - loss: 792.3557 - logits_profile_predictions_loss: 781.6724 - logcount_predictions_loss: 0.4190 405/2446 [===>..........................] - ETA: 5:12 - loss: 792.3655 - logits_profile_predictions_loss: 781.6819 - logcount_predictions_loss: 0.4190 406/2446 [===>..........................] - ETA: 5:11 - loss: 792.3762 - logits_profile_predictions_loss: 781.6923 - logcount_predictions_loss: 0.4190 407/2446 [===>..........................] - ETA: 5:11 - loss: 792.3872 - logits_profile_predictions_loss: 781.7031 - logcount_predictions_loss: 0.4190 408/2446 [====>.........................] - ETA: 5:11 - loss: 792.3981 - logits_profile_predictions_loss: 781.7137 - logcount_predictions_loss: 0.4190 409/2446 [====>.........................] - ETA: 5:11 - loss: 792.4087 - logits_profile_predictions_loss: 781.7241 - logcount_predictions_loss: 0.4190 410/2446 [====>.........................] - ETA: 5:11 - loss: 792.4185 - logits_profile_predictions_loss: 781.7337 - logcount_predictions_loss: 0.4190 411/2446 [====>.........................] - ETA: 5:11 - loss: 792.4283 - logits_profile_predictions_loss: 781.7432 - logcount_predictions_loss: 0.4190 412/2446 [====>.........................] - ETA: 5:11 - loss: 792.4381 - logits_profile_predictions_loss: 781.7527 - logcount_predictions_loss: 0.4190 413/2446 [====>.........................] - ETA: 5:10 - loss: 792.4483 - logits_profile_predictions_loss: 781.7625 - logcount_predictions_loss: 0.4191 414/2446 [====>.........................] - ETA: 5:10 - loss: 792.4576 - logits_profile_predictions_loss: 781.7715 - logcount_predictions_loss: 0.4191 415/2446 [====>.........................] - ETA: 5:10 - loss: 792.4662 - logits_profile_predictions_loss: 781.7798 - logcount_predictions_loss: 0.4191 416/2446 [====>.........................] - ETA: 5:10 - loss: 792.4743 - logits_profile_predictions_loss: 781.7876 - logcount_predictions_loss: 0.4191 417/2446 [====>.........................] - ETA: 5:10 - loss: 792.4820 - logits_profile_predictions_loss: 781.7949 - logcount_predictions_loss: 0.4191 418/2446 [====>.........................] - ETA: 5:10 - loss: 792.4892 - logits_profile_predictions_loss: 781.8018 - logcount_predictions_loss: 0.4191 419/2446 [====>.........................] - ETA: 5:09 - loss: 792.4969 - logits_profile_predictions_loss: 781.8092 - logcount_predictions_loss: 0.4191 420/2446 [====>.........................] - ETA: 5:09 - loss: 792.5046 - logits_profile_predictions_loss: 781.8166 - logcount_predictions_loss: 0.4191 421/2446 [====>.........................] - ETA: 5:09 - loss: 792.5126 - logits_profile_predictions_loss: 781.8244 - logcount_predictions_loss: 0.4192 422/2446 [====>.........................] - ETA: 5:09 - loss: 792.5199 - logits_profile_predictions_loss: 781.8313 - logcount_predictions_loss: 0.4192 423/2446 [====>.........................] - ETA: 5:09 - loss: 792.5268 - logits_profile_predictions_loss: 781.8379 - logcount_predictions_loss: 0.4192 424/2446 [====>.........................] - ETA: 5:09 - loss: 792.5336 - logits_profile_predictions_loss: 781.8445 - logcount_predictions_loss: 0.4192 425/2446 [====>.........................] - ETA: 5:09 - loss: 792.5404 - logits_profile_predictions_loss: 781.8511 - logcount_predictions_loss: 0.4192 426/2446 [====>.........................] - ETA: 5:08 - loss: 792.5477 - logits_profile_predictions_loss: 781.8580 - logcount_predictions_loss: 0.4192 427/2446 [====>.........................] - ETA: 5:08 - loss: 792.5545 - logits_profile_predictions_loss: 781.8646 - logcount_predictions_loss: 0.4192 428/2446 [====>.........................] - ETA: 5:08 - loss: 792.5616 - logits_profile_predictions_loss: 781.8715 - logcount_predictions_loss: 0.4192 429/2446 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[============================>.] - ETA: 0s - loss: 798.8312 - logits_profile_predictions_loss: 788.1415 - logcount_predictions_loss: 0.4192 2446/2446 [==============================] - ETA: 0s - loss: 798.8317 - logits_profile_predictions_loss: 788.1420 - logcount_predictions_loss: 0.4192 2446/2446 [==============================] - 392s 160ms/step - loss: 798.8322 - logits_profile_predictions_loss: 788.1425 - logcount_predictions_loss: 0.4192 - val_loss: 846.1259 - val_logits_profile_predictions_loss: 830.2224 - val_logcount_predictions_loss: 0.6237 Epoch 00017: val_loss did not improve from 836.29230 Epoch 18/50 1/2446 [..............................] - ETA: 7:17 - loss: 779.4467 - logits_profile_predictions_loss: 770.6678 - logcount_predictions_loss: 0.3443 2/2446 [..............................] - ETA: 6:13 - loss: 799.8976 - logits_profile_predictions_loss: 790.5727 - logcount_predictions_loss: 0.3657 3/2446 [..............................] - ETA: 6:13 - loss: 801.3750 - 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[..............................] - ETA: 6:12 - loss: 804.8015 - logits_profile_predictions_loss: 794.7394 - logcount_predictions_loss: 0.3946 11/2446 [..............................] - ETA: 6:12 - loss: 804.2466 - logits_profile_predictions_loss: 794.1744 - logcount_predictions_loss: 0.3950 12/2446 [..............................] - ETA: 6:12 - loss: 803.1632 - logits_profile_predictions_loss: 793.0635 - logcount_predictions_loss: 0.3961 13/2446 [..............................] - ETA: 6:12 - loss: 801.9963 - logits_profile_predictions_loss: 791.8573 - logcount_predictions_loss: 0.3976 14/2446 [..............................] - ETA: 6:11 - loss: 800.8909 - logits_profile_predictions_loss: 790.7050 - logcount_predictions_loss: 0.3994 15/2446 [..............................] - ETA: 6:11 - loss: 800.1644 - logits_profile_predictions_loss: 789.9471 - logcount_predictions_loss: 0.4007 16/2446 [..............................] - ETA: 6:11 - loss: 799.7001 - logits_profile_predictions_loss: 789.4530 - logcount_predictions_loss: 0.4018 17/2446 [..............................] - ETA: 6:11 - loss: 799.1977 - logits_profile_predictions_loss: 788.9235 - logcount_predictions_loss: 0.4029 18/2446 [..............................] - ETA: 6:11 - loss: 799.0561 - logits_profile_predictions_loss: 788.7717 - logcount_predictions_loss: 0.4033 19/2446 [..............................] - ETA: 6:10 - loss: 799.2390 - logits_profile_predictions_loss: 788.9446 - logcount_predictions_loss: 0.4037 20/2446 [..............................] - ETA: 6:10 - loss: 799.5432 - logits_profile_predictions_loss: 789.2505 - logcount_predictions_loss: 0.4036 21/2446 [..............................] - ETA: 6:10 - loss: 799.7055 - logits_profile_predictions_loss: 789.4140 - logcount_predictions_loss: 0.4036 22/2446 [..............................] - ETA: 6:10 - loss: 800.0223 - logits_profile_predictions_loss: 789.7305 - logcount_predictions_loss: 0.4036 23/2446 [..............................] - ETA: 6:10 - loss: 800.3472 - logits_profile_predictions_loss: 790.0592 - logcount_predictions_loss: 0.4034 24/2446 [..............................] - ETA: 6:10 - loss: 800.3670 - logits_profile_predictions_loss: 790.0813 - logcount_predictions_loss: 0.4034 25/2446 [..............................] - ETA: 6:10 - loss: 800.3979 - logits_profile_predictions_loss: 790.1097 - logcount_predictions_loss: 0.4035 26/2446 [..............................] - ETA: 6:10 - loss: 800.3535 - logits_profile_predictions_loss: 790.0596 - logcount_predictions_loss: 0.4037 27/2446 [..............................] - ETA: 6:09 - loss: 800.2435 - logits_profile_predictions_loss: 789.9468 - logcount_predictions_loss: 0.4038 28/2446 [..............................] - ETA: 6:09 - loss: 800.0495 - logits_profile_predictions_loss: 789.7524 - logcount_predictions_loss: 0.4038 29/2446 [..............................] - ETA: 6:09 - loss: 799.8693 - logits_profile_predictions_loss: 789.5753 - logcount_predictions_loss: 0.4037 30/2446 [..............................] - ETA: 6:09 - loss: 799.6852 - logits_profile_predictions_loss: 789.3962 - logcount_predictions_loss: 0.4035 31/2446 [..............................] - ETA: 6:09 - loss: 799.5300 - logits_profile_predictions_loss: 789.2426 - logcount_predictions_loss: 0.4034 32/2446 [..............................] - ETA: 6:09 - loss: 799.3200 - logits_profile_predictions_loss: 789.0360 - logcount_predictions_loss: 0.4033 33/2446 [..............................] - ETA: 6:08 - loss: 799.0676 - logits_profile_predictions_loss: 788.7859 - logcount_predictions_loss: 0.4032 34/2446 [..............................] - ETA: 6:08 - loss: 798.8514 - logits_profile_predictions_loss: 788.5735 - logcount_predictions_loss: 0.4031 35/2446 [..............................] - ETA: 6:08 - loss: 798.5474 - logits_profile_predictions_loss: 788.2726 - logcount_predictions_loss: 0.4029 36/2446 [..............................] - ETA: 6:08 - loss: 798.3544 - logits_profile_predictions_loss: 788.0856 - logcount_predictions_loss: 0.4027 37/2446 [..............................] - ETA: 6:08 - loss: 798.1975 - logits_profile_predictions_loss: 787.9344 - logcount_predictions_loss: 0.4025 38/2446 [..............................] - ETA: 6:08 - loss: 798.0747 - logits_profile_predictions_loss: 787.8173 - logcount_predictions_loss: 0.4022 39/2446 [..............................] - ETA: 6:08 - loss: 797.9283 - logits_profile_predictions_loss: 787.6746 - logcount_predictions_loss: 0.4021 40/2446 [..............................] - ETA: 6:07 - loss: 797.7849 - logits_profile_predictions_loss: 787.5338 - logcount_predictions_loss: 0.4020 41/2446 [..............................] - ETA: 6:07 - loss: 797.6504 - logits_profile_predictions_loss: 787.4009 - logcount_predictions_loss: 0.4019 42/2446 [..............................] - ETA: 6:07 - loss: 797.4984 - logits_profile_predictions_loss: 787.2504 - logcount_predictions_loss: 0.4019 43/2446 [..............................] - ETA: 6:07 - loss: 797.3230 - logits_profile_predictions_loss: 787.0780 - logcount_predictions_loss: 0.4018 44/2446 [..............................] - ETA: 6:07 - loss: 797.2261 - logits_profile_predictions_loss: 786.9837 - logcount_predictions_loss: 0.4017 45/2446 [..............................] - ETA: 6:07 - loss: 797.1581 - logits_profile_predictions_loss: 786.9180 - logcount_predictions_loss: 0.4016 46/2446 [..............................] - ETA: 6:07 - loss: 797.0347 - logits_profile_predictions_loss: 786.7960 - logcount_predictions_loss: 0.4015 47/2446 [..............................] - ETA: 6:06 - loss: 796.9376 - logits_profile_predictions_loss: 786.6989 - logcount_predictions_loss: 0.4015 48/2446 [..............................] - ETA: 6:06 - loss: 796.8367 - logits_profile_predictions_loss: 786.5979 - logcount_predictions_loss: 0.4015 49/2446 [..............................] - ETA: 6:06 - loss: 796.7219 - logits_profile_predictions_loss: 786.4839 - logcount_predictions_loss: 0.4015 50/2446 [..............................] - ETA: 6:06 - loss: 796.6190 - logits_profile_predictions_loss: 786.3820 - logcount_predictions_loss: 0.4015 51/2446 [..............................] - ETA: 6:06 - loss: 796.5162 - logits_profile_predictions_loss: 786.2809 - logcount_predictions_loss: 0.4014 52/2446 [..............................] - ETA: 6:06 - loss: 796.4576 - logits_profile_predictions_loss: 786.2245 - logcount_predictions_loss: 0.4013 53/2446 [..............................] - ETA: 6:05 - loss: 796.4298 - logits_profile_predictions_loss: 786.1986 - logcount_predictions_loss: 0.4012 54/2446 [..............................] - ETA: 6:05 - loss: 796.4245 - logits_profile_predictions_loss: 786.1940 - logcount_predictions_loss: 0.4012 55/2446 [..............................] - ETA: 6:05 - loss: 796.4034 - logits_profile_predictions_loss: 786.1731 - logcount_predictions_loss: 0.4012 56/2446 [..............................] - ETA: 6:05 - loss: 796.3910 - logits_profile_predictions_loss: 786.1611 - logcount_predictions_loss: 0.4012 57/2446 [..............................] - ETA: 6:05 - loss: 796.3740 - logits_profile_predictions_loss: 786.1440 - logcount_predictions_loss: 0.4012 58/2446 [..............................] - ETA: 6:05 - loss: 796.3727 - logits_profile_predictions_loss: 786.1415 - logcount_predictions_loss: 0.4012 59/2446 [..............................] - ETA: 6:04 - loss: 796.3587 - logits_profile_predictions_loss: 786.1259 - logcount_predictions_loss: 0.4013 60/2446 [..............................] - ETA: 6:04 - loss: 796.3600 - logits_profile_predictions_loss: 786.1267 - logcount_predictions_loss: 0.4013 61/2446 [..............................] - ETA: 6:04 - loss: 796.3171 - logits_profile_predictions_loss: 786.0837 - logcount_predictions_loss: 0.4013 62/2446 [..............................] - ETA: 6:04 - loss: 796.2869 - logits_profile_predictions_loss: 786.0542 - logcount_predictions_loss: 0.4013 63/2446 [..............................] - ETA: 6:04 - loss: 796.2680 - logits_profile_predictions_loss: 786.0360 - logcount_predictions_loss: 0.4013 64/2446 [..............................] - ETA: 6:04 - loss: 796.2510 - logits_profile_predictions_loss: 786.0199 - logcount_predictions_loss: 0.4012 65/2446 [..............................] - ETA: 6:03 - loss: 796.2340 - logits_profile_predictions_loss: 786.0041 - logcount_predictions_loss: 0.4012 66/2446 [..............................] - ETA: 6:03 - loss: 796.2212 - logits_profile_predictions_loss: 785.9919 - logcount_predictions_loss: 0.4011 67/2446 [..............................] - ETA: 6:03 - loss: 796.2373 - logits_profile_predictions_loss: 786.0088 - logcount_predictions_loss: 0.4011 68/2446 [..............................] - ETA: 6:03 - loss: 796.2515 - logits_profile_predictions_loss: 786.0241 - logcount_predictions_loss: 0.4011 69/2446 [..............................] - ETA: 6:03 - loss: 796.2767 - logits_profile_predictions_loss: 786.0510 - logcount_predictions_loss: 0.4010 70/2446 [..............................] - ETA: 6:03 - loss: 796.2828 - logits_profile_predictions_loss: 786.0589 - logcount_predictions_loss: 0.4009 71/2446 [..............................] - ETA: 6:03 - loss: 796.3027 - logits_profile_predictions_loss: 786.0800 - logcount_predictions_loss: 0.4009 72/2446 [..............................] - ETA: 6:02 - loss: 796.3332 - logits_profile_predictions_loss: 786.1119 - logcount_predictions_loss: 0.4008 73/2446 [..............................] - ETA: 6:02 - loss: 796.3682 - logits_profile_predictions_loss: 786.1489 - logcount_predictions_loss: 0.4008 74/2446 [..............................] - ETA: 6:02 - loss: 796.3979 - logits_profile_predictions_loss: 786.1803 - logcount_predictions_loss: 0.4007 75/2446 [..............................] - ETA: 6:02 - loss: 796.4188 - logits_profile_predictions_loss: 786.2032 - logcount_predictions_loss: 0.4006 76/2446 [..............................] - ETA: 6:02 - loss: 796.4455 - logits_profile_predictions_loss: 786.2313 - logcount_predictions_loss: 0.4006 77/2446 [..............................] - ETA: 6:02 - loss: 796.4606 - logits_profile_predictions_loss: 786.2474 - logcount_predictions_loss: 0.4005 78/2446 [..............................] - ETA: 6:02 - loss: 796.4630 - logits_profile_predictions_loss: 786.2511 - logcount_predictions_loss: 0.4005 79/2446 [..............................] - ETA: 6:01 - loss: 796.4782 - logits_profile_predictions_loss: 786.2674 - logcount_predictions_loss: 0.4004 80/2446 [..............................] - ETA: 6:01 - loss: 796.4869 - logits_profile_predictions_loss: 786.2776 - logcount_predictions_loss: 0.4004 81/2446 [..............................] - ETA: 6:01 - loss: 796.5073 - logits_profile_predictions_loss: 786.2991 - logcount_predictions_loss: 0.4003 82/2446 [>.............................] - ETA: 6:01 - loss: 796.5296 - logits_profile_predictions_loss: 786.3227 - logcount_predictions_loss: 0.4003 83/2446 [>.............................] - ETA: 6:01 - loss: 796.5546 - logits_profile_predictions_loss: 786.3487 - logcount_predictions_loss: 0.4002 84/2446 [>.............................] - ETA: 6:01 - loss: 796.5763 - logits_profile_predictions_loss: 786.3711 - logcount_predictions_loss: 0.4002 85/2446 [>.............................] - ETA: 6:00 - loss: 796.5943 - logits_profile_predictions_loss: 786.3901 - logcount_predictions_loss: 0.4002 86/2446 [>.............................] - ETA: 6:00 - loss: 796.6226 - logits_profile_predictions_loss: 786.4193 - logcount_predictions_loss: 0.4001 87/2446 [>.............................] - ETA: 6:00 - loss: 796.6331 - logits_profile_predictions_loss: 786.4304 - logcount_predictions_loss: 0.4001 88/2446 [>.............................] - ETA: 6:00 - loss: 796.6426 - logits_profile_predictions_loss: 786.4400 - logcount_predictions_loss: 0.4001 89/2446 [>.............................] - ETA: 6:00 - loss: 796.6585 - logits_profile_predictions_loss: 786.4560 - logcount_predictions_loss: 0.4001 90/2446 [>.............................] - ETA: 6:00 - loss: 796.6829 - logits_profile_predictions_loss: 786.4803 - logcount_predictions_loss: 0.4001 91/2446 [>.............................] - ETA: 6:00 - loss: 796.7203 - logits_profile_predictions_loss: 786.5178 - logcount_predictions_loss: 0.4001 92/2446 [>.............................] - ETA: 5:59 - loss: 796.7535 - logits_profile_predictions_loss: 786.5511 - logcount_predictions_loss: 0.4001 93/2446 [>.............................] - ETA: 5:59 - loss: 796.7863 - logits_profile_predictions_loss: 786.5840 - logcount_predictions_loss: 0.4001 94/2446 [>.............................] - ETA: 5:59 - loss: 796.8165 - logits_profile_predictions_loss: 786.6137 - logcount_predictions_loss: 0.4001 95/2446 [>.............................] - ETA: 5:59 - loss: 796.8538 - logits_profile_predictions_loss: 786.6504 - logcount_predictions_loss: 0.4001 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logits_profile_predictions_loss: 786.7867 - logcount_predictions_loss: 0.4002 103/2446 [>.............................] - ETA: 5:58 - loss: 797.0033 - logits_profile_predictions_loss: 786.7969 - logcount_predictions_loss: 0.4003 104/2446 [>.............................] - ETA: 5:58 - loss: 797.0077 - logits_profile_predictions_loss: 786.8014 - logcount_predictions_loss: 0.4002 105/2446 [>.............................] - ETA: 5:57 - loss: 797.0103 - logits_profile_predictions_loss: 786.8044 - logcount_predictions_loss: 0.4002 106/2446 [>.............................] - ETA: 5:57 - loss: 797.0070 - logits_profile_predictions_loss: 786.8016 - logcount_predictions_loss: 0.4002 107/2446 [>.............................] - ETA: 5:57 - loss: 796.9928 - logits_profile_predictions_loss: 786.7878 - logcount_predictions_loss: 0.4002 108/2446 [>.............................] - ETA: 5:57 - loss: 796.9897 - logits_profile_predictions_loss: 786.7851 - logcount_predictions_loss: 0.4002 109/2446 [>.............................] - ETA: 5:57 - loss: 796.9764 - logits_profile_predictions_loss: 786.7721 - logcount_predictions_loss: 0.4002 110/2446 [>.............................] - ETA: 5:57 - loss: 796.9578 - logits_profile_predictions_loss: 786.7536 - logcount_predictions_loss: 0.4002 111/2446 [>.............................] - ETA: 5:57 - loss: 796.9457 - logits_profile_predictions_loss: 786.7416 - logcount_predictions_loss: 0.4002 112/2446 [>.............................] - ETA: 5:56 - loss: 796.9395 - logits_profile_predictions_loss: 786.7357 - logcount_predictions_loss: 0.4001 113/2446 [>.............................] - ETA: 5:56 - loss: 796.9359 - logits_profile_predictions_loss: 786.7325 - logcount_predictions_loss: 0.4001 114/2446 [>.............................] - ETA: 5:56 - loss: 796.9296 - logits_profile_predictions_loss: 786.7269 - logcount_predictions_loss: 0.4001 115/2446 [>.............................] - ETA: 5:56 - loss: 796.9235 - logits_profile_predictions_loss: 786.7214 - logcount_predictions_loss: 0.4001 116/2446 [>.............................] - ETA: 5:56 - loss: 796.9140 - logits_profile_predictions_loss: 786.7126 - logcount_predictions_loss: 0.4001 117/2446 [>.............................] - ETA: 5:56 - loss: 796.9056 - logits_profile_predictions_loss: 786.7051 - logcount_predictions_loss: 0.4000 118/2446 [>.............................] - ETA: 5:55 - loss: 796.8924 - logits_profile_predictions_loss: 786.6927 - logcount_predictions_loss: 0.4000 119/2446 [>.............................] - ETA: 5:55 - loss: 796.8778 - logits_profile_predictions_loss: 786.6791 - logcount_predictions_loss: 0.3999 120/2446 [>.............................] - ETA: 5:55 - loss: 796.8682 - logits_profile_predictions_loss: 786.6707 - logcount_predictions_loss: 0.3999 121/2446 [>.............................] - ETA: 5:55 - loss: 796.8612 - logits_profile_predictions_loss: 786.6649 - logcount_predictions_loss: 0.3999 122/2446 [>.............................] - ETA: 5:55 - loss: 796.8542 - logits_profile_predictions_loss: 786.6592 - logcount_predictions_loss: 0.3998 123/2446 [>.............................] - ETA: 5:55 - loss: 796.8401 - logits_profile_predictions_loss: 786.6462 - logcount_predictions_loss: 0.3998 124/2446 [>.............................] - ETA: 5:55 - loss: 796.8396 - logits_profile_predictions_loss: 786.6467 - logcount_predictions_loss: 0.3997 125/2446 [>.............................] - ETA: 5:55 - loss: 796.8375 - logits_profile_predictions_loss: 786.6458 - logcount_predictions_loss: 0.3997 126/2446 [>.............................] - ETA: 5:54 - loss: 796.8260 - logits_profile_predictions_loss: 786.6353 - logcount_predictions_loss: 0.3996 127/2446 [>.............................] - ETA: 5:54 - loss: 796.8126 - logits_profile_predictions_loss: 786.6226 - logcount_predictions_loss: 0.3996 128/2446 [>.............................] - ETA: 5:54 - loss: 796.8003 - 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[====>.........................] - ETA: 4:59 - loss: 796.9477 - logits_profile_predictions_loss: 786.6960 - logcount_predictions_loss: 0.4020 487/2446 [====>.........................] - ETA: 4:59 - loss: 796.9476 - logits_profile_predictions_loss: 786.6958 - logcount_predictions_loss: 0.4020 488/2446 [====>.........................] - ETA: 4:59 - loss: 796.9470 - logits_profile_predictions_loss: 786.6952 - logcount_predictions_loss: 0.4020 489/2446 [====>.........................] - ETA: 4:59 - loss: 796.9466 - logits_profile_predictions_loss: 786.6948 - logcount_predictions_loss: 0.4020 490/2446 [=====>........................] - ETA: 4:59 - loss: 796.9461 - logits_profile_predictions_loss: 786.6942 - logcount_predictions_loss: 0.4020 491/2446 [=====>........................] - ETA: 4:58 - loss: 796.9453 - logits_profile_predictions_loss: 786.6933 - logcount_predictions_loss: 0.4020 492/2446 [=====>........................] - ETA: 4:58 - loss: 796.9447 - 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[============================>.] - ETA: 4s - loss: 797.1457 - logits_profile_predictions_loss: 786.8655 - logcount_predictions_loss: 0.4032 2418/2446 [============================>.] - ETA: 4s - loss: 797.1455 - logits_profile_predictions_loss: 786.8653 - logcount_predictions_loss: 0.4032 2419/2446 [============================>.] - ETA: 4s - loss: 797.1453 - logits_profile_predictions_loss: 786.8651 - logcount_predictions_loss: 0.4032 2420/2446 [============================>.] - ETA: 3s - loss: 797.1451 - logits_profile_predictions_loss: 786.8649 - logcount_predictions_loss: 0.4032 2421/2446 [============================>.] - ETA: 3s - loss: 797.1449 - logits_profile_predictions_loss: 786.8647 - logcount_predictions_loss: 0.4032 2422/2446 [============================>.] - ETA: 3s - loss: 797.1447 - logits_profile_predictions_loss: 786.8644 - logcount_predictions_loss: 0.4032 2423/2446 [============================>.] - ETA: 3s - loss: 797.1445 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 786.8608 - logcount_predictions_loss: 0.4032 2444/2446 [============================>.] - ETA: 0s - loss: 797.1413 - logits_profile_predictions_loss: 786.8606 - logcount_predictions_loss: 0.4032 2445/2446 [============================>.] - ETA: 0s - loss: 797.1411 - logits_profile_predictions_loss: 786.8605 - logcount_predictions_loss: 0.4032 2446/2446 [==============================] - ETA: 0s - loss: 797.1409 - logits_profile_predictions_loss: 786.8603 - logcount_predictions_loss: 0.4032 2446/2446 [==============================] - 392s 160ms/step - loss: 797.1408 - logits_profile_predictions_loss: 786.8601 - logcount_predictions_loss: 0.4032 - val_loss: 846.4988 - val_logits_profile_predictions_loss: 831.2773 - val_logcount_predictions_loss: 0.5969 Epoch 00018: val_loss did not improve from 836.29230 Epoch 19/50 1/2446 [..............................] - ETA: 7:27 - loss: 773.2512 - logits_profile_predictions_loss: 759.4103 - logcount_predictions_loss: 0.5428 2/2446 [..............................] - ETA: 6:12 - loss: 787.8149 - logits_profile_predictions_loss: 775.6881 - logcount_predictions_loss: 0.4756 3/2446 [..............................] - ETA: 6:13 - loss: 787.7907 - logits_profile_predictions_loss: 776.5296 - logcount_predictions_loss: 0.4416 4/2446 [..............................] - ETA: 6:13 - loss: 793.7301 - logits_profile_predictions_loss: 782.9163 - logcount_predictions_loss: 0.4241 5/2446 [..............................] - ETA: 6:13 - loss: 793.3422 - logits_profile_predictions_loss: 782.7788 - logcount_predictions_loss: 0.4142 6/2446 [..............................] - ETA: 6:12 - loss: 790.7894 - logits_profile_predictions_loss: 780.3488 - logcount_predictions_loss: 0.4094 7/2446 [..............................] - ETA: 6:12 - loss: 789.5840 - logits_profile_predictions_loss: 779.2083 - logcount_predictions_loss: 0.4069 8/2446 [..............................] - ETA: 6:12 - loss: 788.2610 - logits_profile_predictions_loss: 777.9511 - logcount_predictions_loss: 0.4043 9/2446 [..............................] - ETA: 6:12 - loss: 789.0605 - logits_profile_predictions_loss: 778.7828 - logcount_predictions_loss: 0.4030 10/2446 [..............................] - ETA: 6:12 - loss: 789.3991 - logits_profile_predictions_loss: 779.1534 - logcount_predictions_loss: 0.4018 11/2446 [..............................] - ETA: 6:12 - loss: 789.6169 - logits_profile_predictions_loss: 779.3837 - logcount_predictions_loss: 0.4013 12/2446 [..............................] - ETA: 6:13 - loss: 790.7704 - logits_profile_predictions_loss: 780.5530 - logcount_predictions_loss: 0.4007 13/2446 [..............................] - ETA: 6:14 - loss: 791.7488 - logits_profile_predictions_loss: 781.5513 - logcount_predictions_loss: 0.3999 14/2446 [..............................] - ETA: 6:14 - loss: 792.5091 - logits_profile_predictions_loss: 782.3205 - logcount_predictions_loss: 0.3996 15/2446 [..............................] - ETA: 6:13 - loss: 793.0206 - logits_profile_predictions_loss: 782.8494 - logcount_predictions_loss: 0.3989 16/2446 [..............................] - ETA: 6:13 - loss: 793.1607 - logits_profile_predictions_loss: 782.9604 - logcount_predictions_loss: 0.4000 17/2446 [..............................] - ETA: 6:13 - loss: 793.3540 - logits_profile_predictions_loss: 783.1322 - logcount_predictions_loss: 0.4009 18/2446 [..............................] - ETA: 6:12 - loss: 793.6902 - logits_profile_predictions_loss: 783.4499 - logcount_predictions_loss: 0.4016 19/2446 [..............................] - ETA: 6:12 - loss: 794.3533 - logits_profile_predictions_loss: 784.1009 - logcount_predictions_loss: 0.4021 20/2446 [..............................] - ETA: 6:12 - loss: 794.9207 - logits_profile_predictions_loss: 784.6591 - logcount_predictions_loss: 0.4024 21/2446 [..............................] - ETA: 6:12 - loss: 795.3316 - logits_profile_predictions_loss: 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loss: 796.7604 - logits_profile_predictions_loss: 786.5516 - logcount_predictions_loss: 0.4003 29/2446 [..............................] - ETA: 6:10 - loss: 796.7413 - logits_profile_predictions_loss: 786.5399 - logcount_predictions_loss: 0.4001 30/2446 [..............................] - ETA: 6:10 - loss: 796.6604 - logits_profile_predictions_loss: 786.4610 - logcount_predictions_loss: 0.4000 31/2446 [..............................] - ETA: 6:10 - loss: 796.5146 - logits_profile_predictions_loss: 786.3183 - logcount_predictions_loss: 0.3999 32/2446 [..............................] - ETA: 6:09 - loss: 796.4343 - logits_profile_predictions_loss: 786.2395 - logcount_predictions_loss: 0.3998 33/2446 [..............................] - ETA: 6:09 - loss: 796.3175 - logits_profile_predictions_loss: 786.1232 - logcount_predictions_loss: 0.3998 34/2446 [..............................] - ETA: 6:09 - loss: 796.1025 - logits_profile_predictions_loss: 785.9084 - logcount_predictions_loss: 0.3998 35/2446 [..............................] - ETA: 6:09 - loss: 795.8320 - logits_profile_predictions_loss: 785.6397 - logcount_predictions_loss: 0.3997 36/2446 [..............................] - ETA: 6:09 - loss: 795.5599 - logits_profile_predictions_loss: 785.3726 - logcount_predictions_loss: 0.3995 37/2446 [..............................] - ETA: 6:08 - loss: 795.3853 - logits_profile_predictions_loss: 785.2041 - logcount_predictions_loss: 0.3993 38/2446 [..............................] - ETA: 6:08 - loss: 795.2729 - logits_profile_predictions_loss: 785.0981 - logcount_predictions_loss: 0.3990 39/2446 [..............................] - ETA: 6:08 - loss: 795.1253 - logits_profile_predictions_loss: 784.9552 - logcount_predictions_loss: 0.3988 40/2446 [..............................] - ETA: 6:08 - loss: 794.9413 - logits_profile_predictions_loss: 784.7738 - logcount_predictions_loss: 0.3987 41/2446 [..............................] - ETA: 6:08 - loss: 794.7101 - logits_profile_predictions_loss: 784.5470 - logcount_predictions_loss: 0.3986 42/2446 [..............................] - ETA: 6:08 - loss: 794.5132 - logits_profile_predictions_loss: 784.3554 - logcount_predictions_loss: 0.3983 43/2446 [..............................] - ETA: 6:07 - loss: 794.4101 - logits_profile_predictions_loss: 784.2583 - logcount_predictions_loss: 0.3981 44/2446 [..............................] - ETA: 6:07 - loss: 794.3299 - logits_profile_predictions_loss: 784.1833 - logcount_predictions_loss: 0.3979 45/2446 [..............................] - ETA: 6:07 - loss: 794.2203 - logits_profile_predictions_loss: 784.0776 - logcount_predictions_loss: 0.3978 46/2446 [..............................] - ETA: 6:07 - loss: 794.1593 - logits_profile_predictions_loss: 784.0220 - logcount_predictions_loss: 0.3975 47/2446 [..............................] - ETA: 6:07 - loss: 794.1262 - logits_profile_predictions_loss: 783.9945 - logcount_predictions_loss: 0.3973 48/2446 [..............................] - ETA: 6:07 - loss: 794.1064 - logits_profile_predictions_loss: 783.9799 - logcount_predictions_loss: 0.3971 49/2446 [..............................] - ETA: 6:06 - loss: 794.1493 - logits_profile_predictions_loss: 784.0279 - logcount_predictions_loss: 0.3969 50/2446 [..............................] - ETA: 6:06 - loss: 794.1551 - logits_profile_predictions_loss: 784.0388 - logcount_predictions_loss: 0.3967 51/2446 [..............................] - ETA: 6:06 - loss: 794.1698 - logits_profile_predictions_loss: 784.0577 - logcount_predictions_loss: 0.3966 52/2446 [..............................] - ETA: 6:06 - loss: 794.2035 - logits_profile_predictions_loss: 784.0956 - logcount_predictions_loss: 0.3964 53/2446 [..............................] - ETA: 6:06 - loss: 794.2509 - logits_profile_predictions_loss: 784.1471 - logcount_predictions_loss: 0.3962 54/2446 [..............................] - ETA: 6:05 - loss: 794.2496 - logits_profile_predictions_loss: 784.1495 - logcount_predictions_loss: 0.3961 55/2446 [..............................] - ETA: 6:05 - loss: 794.2367 - logits_profile_predictions_loss: 784.1408 - logcount_predictions_loss: 0.3959 56/2446 [..............................] - ETA: 6:05 - loss: 794.2454 - logits_profile_predictions_loss: 784.1533 - logcount_predictions_loss: 0.3958 57/2446 [..............................] - ETA: 6:05 - loss: 794.2596 - logits_profile_predictions_loss: 784.1709 - logcount_predictions_loss: 0.3956 58/2446 [..............................] - ETA: 6:05 - loss: 794.3037 - logits_profile_predictions_loss: 784.2184 - logcount_predictions_loss: 0.3955 59/2446 [..............................] - ETA: 6:05 - loss: 794.3570 - logits_profile_predictions_loss: 784.2746 - logcount_predictions_loss: 0.3954 60/2446 [..............................] - ETA: 6:04 - loss: 794.4254 - logits_profile_predictions_loss: 784.3465 - logcount_predictions_loss: 0.3953 61/2446 [..............................] - ETA: 6:04 - loss: 794.4754 - logits_profile_predictions_loss: 784.4001 - logcount_predictions_loss: 0.3951 62/2446 [..............................] - ETA: 6:04 - loss: 794.4886 - logits_profile_predictions_loss: 784.4172 - logcount_predictions_loss: 0.3950 63/2446 [..............................] - ETA: 6:04 - loss: 794.4826 - logits_profile_predictions_loss: 784.4153 - logcount_predictions_loss: 0.3948 64/2446 [..............................] - ETA: 6:04 - loss: 794.4746 - logits_profile_predictions_loss: 784.4109 - logcount_predictions_loss: 0.3947 65/2446 [..............................] - ETA: 6:04 - loss: 794.4936 - logits_profile_predictions_loss: 784.4332 - logcount_predictions_loss: 0.3945 66/2446 [..............................] - ETA: 6:03 - loss: 794.4839 - logits_profile_predictions_loss: 784.4257 - logcount_predictions_loss: 0.3944 67/2446 [..............................] - ETA: 6:03 - loss: 794.4467 - logits_profile_predictions_loss: 784.3907 - logcount_predictions_loss: 0.3944 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[===>..........................] - ETA: 5:14 - loss: 794.0453 - logits_profile_predictions_loss: 784.1913 - logcount_predictions_loss: 0.3864 388/2446 [===>..........................] - ETA: 5:14 - loss: 794.0439 - logits_profile_predictions_loss: 784.1905 - logcount_predictions_loss: 0.3864 389/2446 [===>..........................] - ETA: 5:14 - loss: 794.0416 - logits_profile_predictions_loss: 784.1887 - logcount_predictions_loss: 0.3864 390/2446 [===>..........................] - ETA: 5:14 - loss: 794.0391 - logits_profile_predictions_loss: 784.1866 - logcount_predictions_loss: 0.3864 391/2446 [===>..........................] - ETA: 5:13 - loss: 794.0363 - logits_profile_predictions_loss: 784.1843 - logcount_predictions_loss: 0.3864 392/2446 [===>..........................] - ETA: 5:13 - loss: 794.0329 - logits_profile_predictions_loss: 784.1814 - logcount_predictions_loss: 0.3863 393/2446 [===>..........................] - ETA: 5:13 - loss: 794.0289 - 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[===>..........................] - ETA: 5:12 - loss: 793.9970 - logits_profile_predictions_loss: 784.1497 - logcount_predictions_loss: 0.3862 401/2446 [===>..........................] - ETA: 5:12 - loss: 793.9929 - logits_profile_predictions_loss: 784.1460 - logcount_predictions_loss: 0.3862 402/2446 [===>..........................] - ETA: 5:12 - loss: 793.9894 - logits_profile_predictions_loss: 784.1431 - logcount_predictions_loss: 0.3861 403/2446 [===>..........................] - ETA: 5:12 - loss: 793.9859 - logits_profile_predictions_loss: 784.1402 - logcount_predictions_loss: 0.3861 404/2446 [===>..........................] - ETA: 5:12 - loss: 793.9830 - logits_profile_predictions_loss: 784.1377 - logcount_predictions_loss: 0.3861 405/2446 [===>..........................] - ETA: 5:11 - loss: 793.9799 - logits_profile_predictions_loss: 784.1351 - logcount_predictions_loss: 0.3861 406/2446 [===>..........................] - ETA: 5:11 - loss: 793.9777 - logits_profile_predictions_loss: 784.1335 - logcount_predictions_loss: 0.3861 407/2446 [===>..........................] - ETA: 5:11 - loss: 793.9756 - logits_profile_predictions_loss: 784.1319 - logcount_predictions_loss: 0.3860 408/2446 [====>.........................] - ETA: 5:11 - loss: 793.9734 - logits_profile_predictions_loss: 784.1301 - logcount_predictions_loss: 0.3860 409/2446 [====>.........................] - ETA: 5:11 - loss: 793.9706 - logits_profile_predictions_loss: 784.1279 - logcount_predictions_loss: 0.3860 410/2446 [====>.........................] - ETA: 5:11 - loss: 793.9679 - logits_profile_predictions_loss: 784.1257 - logcount_predictions_loss: 0.3860 411/2446 [====>.........................] - ETA: 5:10 - loss: 793.9657 - logits_profile_predictions_loss: 784.1240 - logcount_predictions_loss: 0.3860 412/2446 [====>.........................] - ETA: 5:10 - loss: 793.9639 - logits_profile_predictions_loss: 784.1228 - logcount_predictions_loss: 0.3859 413/2446 [====>.........................] - ETA: 5:10 - loss: 793.9631 - logits_profile_predictions_loss: 784.1225 - logcount_predictions_loss: 0.3859 414/2446 [====>.........................] - ETA: 5:10 - loss: 793.9627 - logits_profile_predictions_loss: 784.1226 - logcount_predictions_loss: 0.3859 415/2446 [====>.........................] - ETA: 5:10 - loss: 793.9628 - logits_profile_predictions_loss: 784.1232 - logcount_predictions_loss: 0.3859 416/2446 [====>.........................] - ETA: 5:10 - loss: 793.9629 - logits_profile_predictions_loss: 784.1238 - logcount_predictions_loss: 0.3859 417/2446 [====>.........................] - ETA: 5:10 - loss: 793.9626 - logits_profile_predictions_loss: 784.1241 - logcount_predictions_loss: 0.3858 418/2446 [====>.........................] - ETA: 5:09 - loss: 793.9625 - logits_profile_predictions_loss: 784.1244 - logcount_predictions_loss: 0.3858 419/2446 [====>.........................] - ETA: 5:09 - loss: 793.9626 - 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[====>.........................] - ETA: 5:08 - loss: 793.9611 - logits_profile_predictions_loss: 784.1266 - logcount_predictions_loss: 0.3857 427/2446 [====>.........................] - ETA: 5:08 - loss: 793.9608 - logits_profile_predictions_loss: 784.1266 - logcount_predictions_loss: 0.3857 428/2446 [====>.........................] - ETA: 5:08 - loss: 793.9608 - logits_profile_predictions_loss: 784.1271 - logcount_predictions_loss: 0.3856 429/2446 [====>.........................] - ETA: 5:08 - loss: 793.9608 - logits_profile_predictions_loss: 784.1275 - logcount_predictions_loss: 0.3856 430/2446 [====>.........................] - ETA: 5:08 - loss: 793.9607 - logits_profile_predictions_loss: 784.1278 - logcount_predictions_loss: 0.3856 431/2446 [====>.........................] - ETA: 5:07 - loss: 793.9610 - logits_profile_predictions_loss: 784.1286 - logcount_predictions_loss: 0.3856 432/2446 [====>.........................] - ETA: 5:07 - loss: 793.9610 - logits_profile_predictions_loss: 784.1289 - logcount_predictions_loss: 0.3856 433/2446 [====>.........................] - ETA: 5:07 - loss: 793.9607 - logits_profile_predictions_loss: 784.1291 - logcount_predictions_loss: 0.3856 434/2446 [====>.........................] - ETA: 5:07 - loss: 793.9607 - logits_profile_predictions_loss: 784.1295 - logcount_predictions_loss: 0.3855 435/2446 [====>.........................] - ETA: 5:07 - loss: 793.9601 - logits_profile_predictions_loss: 784.1294 - logcount_predictions_loss: 0.3855 436/2446 [====>.........................] - ETA: 5:07 - loss: 793.9595 - logits_profile_predictions_loss: 784.1292 - logcount_predictions_loss: 0.3855 437/2446 [====>.........................] - ETA: 5:06 - loss: 793.9589 - logits_profile_predictions_loss: 784.1290 - logcount_predictions_loss: 0.3855 438/2446 [====>.........................] - ETA: 5:06 - loss: 793.9574 - logits_profile_predictions_loss: 784.1279 - logcount_predictions_loss: 0.3855 439/2446 [====>.........................] - ETA: 5:06 - loss: 793.9557 - logits_profile_predictions_loss: 784.1266 - logcount_predictions_loss: 0.3855 440/2446 [====>.........................] - ETA: 5:06 - loss: 793.9543 - logits_profile_predictions_loss: 784.1256 - logcount_predictions_loss: 0.3855 441/2446 [====>.........................] - ETA: 5:06 - loss: 793.9531 - logits_profile_predictions_loss: 784.1248 - logcount_predictions_loss: 0.3854 442/2446 [====>.........................] - ETA: 5:06 - loss: 793.9517 - logits_profile_predictions_loss: 784.1237 - logcount_predictions_loss: 0.3854 443/2446 [====>.........................] - ETA: 5:06 - loss: 793.9501 - logits_profile_predictions_loss: 784.1225 - logcount_predictions_loss: 0.3854 444/2446 [====>.........................] - ETA: 5:05 - loss: 793.9489 - logits_profile_predictions_loss: 784.1217 - logcount_predictions_loss: 0.3854 445/2446 [====>.........................] - ETA: 5:05 - loss: 793.9479 - logits_profile_predictions_loss: 784.1212 - logcount_predictions_loss: 0.3854 446/2446 [====>.........................] - ETA: 5:05 - loss: 793.9465 - logits_profile_predictions_loss: 784.1201 - logcount_predictions_loss: 0.3854 447/2446 [====>.........................] - ETA: 5:05 - loss: 793.9457 - logits_profile_predictions_loss: 784.1197 - logcount_predictions_loss: 0.3853 448/2446 [====>.........................] - ETA: 5:05 - loss: 793.9445 - logits_profile_predictions_loss: 784.1189 - logcount_predictions_loss: 0.3853 449/2446 [====>.........................] - ETA: 5:05 - loss: 793.9430 - logits_profile_predictions_loss: 784.1178 - logcount_predictions_loss: 0.3853 450/2446 [====>.........................] - ETA: 5:04 - loss: 793.9412 - logits_profile_predictions_loss: 784.1164 - logcount_predictions_loss: 0.3853 451/2446 [====>.........................] - ETA: 5:04 - loss: 793.9390 - logits_profile_predictions_loss: 784.1146 - logcount_predictions_loss: 0.3853 452/2446 [====>.........................] - ETA: 5:04 - loss: 793.9370 - logits_profile_predictions_loss: 784.1129 - logcount_predictions_loss: 0.3853 453/2446 [====>.........................] - ETA: 5:04 - loss: 793.9345 - logits_profile_predictions_loss: 784.1108 - logcount_predictions_loss: 0.3853 454/2446 [====>.........................] - ETA: 5:04 - loss: 793.9313 - logits_profile_predictions_loss: 784.1080 - logcount_predictions_loss: 0.3852 455/2446 [====>.........................] - ETA: 5:04 - loss: 793.9281 - logits_profile_predictions_loss: 784.1051 - logcount_predictions_loss: 0.3852 456/2446 [====>.........................] - ETA: 5:04 - loss: 793.9251 - logits_profile_predictions_loss: 784.1026 - logcount_predictions_loss: 0.3852 457/2446 [====>.........................] - ETA: 5:03 - loss: 793.9225 - logits_profile_predictions_loss: 784.1003 - logcount_predictions_loss: 0.3852 458/2446 [====>.........................] - ETA: 5:03 - loss: 793.9199 - logits_profile_predictions_loss: 784.0980 - logcount_predictions_loss: 0.3852 459/2446 [====>.........................] - ETA: 5:03 - loss: 793.9172 - logits_profile_predictions_loss: 784.0957 - logcount_predictions_loss: 0.3852 460/2446 [====>.........................] - ETA: 5:03 - loss: 793.9150 - logits_profile_predictions_loss: 784.0939 - logcount_predictions_loss: 0.3852 461/2446 [====>.........................] - ETA: 5:03 - loss: 793.9128 - logits_profile_predictions_loss: 784.0920 - logcount_predictions_loss: 0.3851 462/2446 [====>.........................] - ETA: 5:03 - loss: 793.9101 - logits_profile_predictions_loss: 784.0897 - logcount_predictions_loss: 0.3851 463/2446 [====>.........................] - ETA: 5:02 - loss: 793.9069 - logits_profile_predictions_loss: 784.0869 - logcount_predictions_loss: 0.3851 464/2446 [====>.........................] - ETA: 5:02 - loss: 793.9043 - logits_profile_predictions_loss: 784.0847 - logcount_predictions_loss: 0.3851 465/2446 [====>.........................] - ETA: 5:02 - loss: 793.9016 - logits_profile_predictions_loss: 784.0824 - logcount_predictions_loss: 0.3851 466/2446 [====>.........................] - ETA: 5:02 - loss: 793.8990 - logits_profile_predictions_loss: 784.0802 - logcount_predictions_loss: 0.3851 467/2446 [====>.........................] - ETA: 5:02 - loss: 793.8966 - logits_profile_predictions_loss: 784.0781 - logcount_predictions_loss: 0.3851 468/2446 [====>.........................] - ETA: 5:02 - loss: 793.8938 - logits_profile_predictions_loss: 784.0757 - logcount_predictions_loss: 0.3850 469/2446 [====>.........................] - ETA: 5:02 - loss: 793.8912 - logits_profile_predictions_loss: 784.0735 - logcount_predictions_loss: 0.3850 470/2446 [====>.........................] - ETA: 5:01 - loss: 793.8889 - logits_profile_predictions_loss: 784.0716 - logcount_predictions_loss: 0.3850 471/2446 [====>.........................] - ETA: 5:01 - loss: 793.8868 - 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[============================>.] - ETA: 0s - loss: 789.5100 - logits_profile_predictions_loss: 779.9245 - logcount_predictions_loss: 0.3759 2443/2446 [============================>.] - ETA: 0s - loss: 789.5090 - logits_profile_predictions_loss: 779.9235 - logcount_predictions_loss: 0.3759 2444/2446 [============================>.] - ETA: 0s - loss: 789.5080 - logits_profile_predictions_loss: 779.9225 - logcount_predictions_loss: 0.3759 2445/2446 [============================>.] - ETA: 0s - loss: 789.5069 - logits_profile_predictions_loss: 779.9215 - logcount_predictions_loss: 0.3759 2446/2446 [==============================] - ETA: 0s - loss: 789.5059 - logits_profile_predictions_loss: 779.9204 - logcount_predictions_loss: 0.3759 2446/2446 [==============================] - 392s 160ms/step - loss: 789.5049 - logits_profile_predictions_loss: 779.9194 - logcount_predictions_loss: 0.3759 - val_loss: 846.4985 - val_logits_profile_predictions_loss: 831.2619 - val_logcount_predictions_loss: 0.5975 Epoch 00019: val_loss did not improve from 836.29230 Epoch 20/50 1/2446 [..............................] - ETA: 10:23 - loss: 824.6381 - logits_profile_predictions_loss: 817.5969 - logcount_predictions_loss: 0.2761 2/2446 [..............................] - ETA: 6:14 - loss: 800.5706 - logits_profile_predictions_loss: 792.6830 - logcount_predictions_loss: 0.3093  3/2446 [..............................] - ETA: 6:13 - loss: 784.7695 - logits_profile_predictions_loss: 775.9729 - logcount_predictions_loss: 0.3450 4/2446 [..............................] - ETA: 6:13 - loss: 776.8867 - logits_profile_predictions_loss: 767.9400 - logcount_predictions_loss: 0.3509 5/2446 [..............................] - ETA: 6:13 - loss: 771.3950 - logits_profile_predictions_loss: 762.4419 - logcount_predictions_loss: 0.3511 6/2446 [..............................] - ETA: 6:13 - loss: 767.8321 - logits_profile_predictions_loss: 758.7954 - logcount_predictions_loss: 0.3544 7/2446 [..............................] - ETA: 6:13 - loss: 765.7963 - logits_profile_predictions_loss: 756.7365 - logcount_predictions_loss: 0.3553 8/2446 [..............................] - ETA: 6:12 - loss: 765.5686 - logits_profile_predictions_loss: 756.5477 - logcount_predictions_loss: 0.3538 9/2446 [..............................] - ETA: 6:12 - loss: 767.5000 - logits_profile_predictions_loss: 758.5372 - logcount_predictions_loss: 0.3515 10/2446 [..............................] - ETA: 6:12 - loss: 770.1980 - logits_profile_predictions_loss: 761.2613 - logcount_predictions_loss: 0.3505 11/2446 [..............................] - ETA: 6:12 - loss: 771.4073 - logits_profile_predictions_loss: 762.4944 - logcount_predictions_loss: 0.3495 12/2446 [..............................] - ETA: 6:12 - loss: 772.5807 - logits_profile_predictions_loss: 763.6952 - logcount_predictions_loss: 0.3485 13/2446 [..............................] - ETA: 6:12 - loss: 773.2862 - logits_profile_predictions_loss: 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loss: 777.1935 - logits_profile_predictions_loss: 768.4038 - logcount_predictions_loss: 0.3447 21/2446 [..............................] - ETA: 6:10 - loss: 777.2384 - logits_profile_predictions_loss: 768.4478 - logcount_predictions_loss: 0.3447 22/2446 [..............................] - ETA: 6:10 - loss: 777.2713 - logits_profile_predictions_loss: 768.4793 - logcount_predictions_loss: 0.3448 23/2446 [..............................] - ETA: 6:10 - loss: 776.9921 - logits_profile_predictions_loss: 768.2032 - logcount_predictions_loss: 0.3447 24/2446 [..............................] - ETA: 6:10 - loss: 776.9941 - logits_profile_predictions_loss: 768.2086 - logcount_predictions_loss: 0.3445 25/2446 [..............................] - ETA: 6:09 - loss: 777.0897 - logits_profile_predictions_loss: 768.3026 - logcount_predictions_loss: 0.3446 26/2446 [..............................] - ETA: 6:09 - loss: 777.3627 - logits_profile_predictions_loss: 768.5754 - logcount_predictions_loss: 0.3446 27/2446 [..............................] - ETA: 6:09 - loss: 777.4804 - logits_profile_predictions_loss: 768.6929 - logcount_predictions_loss: 0.3446 28/2446 [..............................] - ETA: 6:09 - loss: 777.5901 - logits_profile_predictions_loss: 768.8020 - logcount_predictions_loss: 0.3446 29/2446 [..............................] - ETA: 6:09 - loss: 777.6375 - logits_profile_predictions_loss: 768.8494 - logcount_predictions_loss: 0.3446 30/2446 [..............................] - ETA: 6:09 - loss: 777.8183 - logits_profile_predictions_loss: 769.0289 - logcount_predictions_loss: 0.3447 31/2446 [..............................] - ETA: 6:09 - loss: 777.8826 - logits_profile_predictions_loss: 769.0928 - logcount_predictions_loss: 0.3447 32/2446 [..............................] - ETA: 6:08 - loss: 777.9412 - logits_profile_predictions_loss: 769.1505 - logcount_predictions_loss: 0.3447 33/2446 [..............................] - ETA: 6:08 - loss: 777.9602 - logits_profile_predictions_loss: 769.1703 - logcount_predictions_loss: 0.3447 34/2446 [..............................] - ETA: 6:08 - loss: 777.8164 - logits_profile_predictions_loss: 769.0273 - logcount_predictions_loss: 0.3447 35/2446 [..............................] - ETA: 6:08 - loss: 777.7153 - logits_profile_predictions_loss: 768.9246 - logcount_predictions_loss: 0.3447 36/2446 [..............................] - ETA: 6:08 - loss: 777.6681 - logits_profile_predictions_loss: 768.8740 - logcount_predictions_loss: 0.3449 37/2446 [..............................] - ETA: 6:08 - loss: 777.6556 - logits_profile_predictions_loss: 768.8579 - logcount_predictions_loss: 0.3450 38/2446 [..............................] - ETA: 6:08 - loss: 777.6449 - logits_profile_predictions_loss: 768.8443 - logcount_predictions_loss: 0.3451 39/2446 [..............................] - ETA: 6:07 - loss: 777.6323 - logits_profile_predictions_loss: 768.8284 - logcount_predictions_loss: 0.3452 40/2446 [..............................] - ETA: 6:07 - loss: 777.6013 - logits_profile_predictions_loss: 768.7955 - logcount_predictions_loss: 0.3453 41/2446 [..............................] - ETA: 6:07 - loss: 777.6103 - logits_profile_predictions_loss: 768.8027 - logcount_predictions_loss: 0.3454 42/2446 [..............................] - ETA: 6:07 - loss: 777.5973 - logits_profile_predictions_loss: 768.7831 - logcount_predictions_loss: 0.3457 43/2446 [..............................] - ETA: 6:07 - loss: 777.6145 - logits_profile_predictions_loss: 768.7930 - logcount_predictions_loss: 0.3459 44/2446 [..............................] - ETA: 6:07 - loss: 777.6540 - logits_profile_predictions_loss: 768.8239 - logcount_predictions_loss: 0.3463 45/2446 [..............................] - ETA: 6:06 - loss: 777.7184 - logits_profile_predictions_loss: 768.8795 - logcount_predictions_loss: 0.3466 46/2446 [..............................] - ETA: 6:06 - loss: 777.7479 - logits_profile_predictions_loss: 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60/2446 [..............................] - ETA: 6:04 - loss: 778.0025 - logits_profile_predictions_loss: 769.0858 - logcount_predictions_loss: 0.3497 61/2446 [..............................] - ETA: 6:04 - loss: 778.0021 - logits_profile_predictions_loss: 769.0812 - logcount_predictions_loss: 0.3498 62/2446 [..............................] - ETA: 6:04 - loss: 778.0170 - logits_profile_predictions_loss: 769.0920 - logcount_predictions_loss: 0.3500 63/2446 [..............................] - ETA: 6:04 - loss: 778.0269 - logits_profile_predictions_loss: 769.0975 - logcount_predictions_loss: 0.3502 64/2446 [..............................] - ETA: 6:03 - loss: 778.0318 - logits_profile_predictions_loss: 769.0982 - logcount_predictions_loss: 0.3503 65/2446 [..............................] - ETA: 6:03 - loss: 778.0138 - logits_profile_predictions_loss: 769.0770 - logcount_predictions_loss: 0.3505 66/2446 [..............................] - ETA: 6:03 - loss: 777.9944 - logits_profile_predictions_loss: 769.0536 - logcount_predictions_loss: 0.3506 67/2446 [..............................] - ETA: 6:03 - loss: 777.9593 - logits_profile_predictions_loss: 769.0149 - logcount_predictions_loss: 0.3508 68/2446 [..............................] - ETA: 6:03 - loss: 777.9247 - logits_profile_predictions_loss: 768.9765 - logcount_predictions_loss: 0.3509 69/2446 [..............................] - ETA: 6:03 - loss: 777.8700 - logits_profile_predictions_loss: 768.9186 - logcount_predictions_loss: 0.3510 70/2446 [..............................] - ETA: 6:02 - loss: 777.8139 - logits_profile_predictions_loss: 768.8599 - logcount_predictions_loss: 0.3511 71/2446 [..............................] - ETA: 6:02 - loss: 777.7629 - logits_profile_predictions_loss: 768.8067 - logcount_predictions_loss: 0.3512 72/2446 [..............................] - ETA: 6:02 - loss: 777.6962 - logits_profile_predictions_loss: 768.7381 - logcount_predictions_loss: 0.3513 73/2446 [..............................] - ETA: 6:02 - loss: 777.6313 - logits_profile_predictions_loss: 768.6714 - logcount_predictions_loss: 0.3514 74/2446 [..............................] - ETA: 6:02 - loss: 777.5756 - logits_profile_predictions_loss: 768.6136 - logcount_predictions_loss: 0.3515 75/2446 [..............................] - ETA: 6:02 - loss: 777.5442 - logits_profile_predictions_loss: 768.5801 - logcount_predictions_loss: 0.3515 76/2446 [..............................] - ETA: 6:02 - loss: 777.5218 - logits_profile_predictions_loss: 768.5556 - logcount_predictions_loss: 0.3516 77/2446 [..............................] - ETA: 6:01 - loss: 777.4981 - logits_profile_predictions_loss: 768.5301 - logcount_predictions_loss: 0.3517 78/2446 [..............................] - ETA: 6:01 - loss: 777.4844 - logits_profile_predictions_loss: 768.5149 - logcount_predictions_loss: 0.3517 79/2446 [..............................] - ETA: 6:01 - loss: 777.4588 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 768.4035 - logcount_predictions_loss: 0.3526 100/2446 [>.............................] - ETA: 5:58 - loss: 777.4189 - logits_profile_predictions_loss: 768.4253 - logcount_predictions_loss: 0.3527 101/2446 [>.............................] - ETA: 5:58 - loss: 777.4472 - logits_profile_predictions_loss: 768.4513 - logcount_predictions_loss: 0.3528 102/2446 [>.............................] - ETA: 5:58 - loss: 777.4856 - logits_profile_predictions_loss: 768.4874 - logcount_predictions_loss: 0.3529 103/2446 [>.............................] - ETA: 5:58 - loss: 777.5279 - logits_profile_predictions_loss: 768.5277 - logcount_predictions_loss: 0.3530 104/2446 [>.............................] - ETA: 5:58 - loss: 777.5773 - logits_profile_predictions_loss: 768.5751 - logcount_predictions_loss: 0.3530 105/2446 [>.............................] - ETA: 5:58 - loss: 777.6286 - logits_profile_predictions_loss: 768.6247 - logcount_predictions_loss: 0.3531 106/2446 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[============================>.] - ETA: 11s - loss: 785.3985 - logits_profile_predictions_loss: 776.2444 - logcount_predictions_loss: 0.3590 2369/2446 [============================>.] - ETA: 11s - loss: 785.3976 - logits_profile_predictions_loss: 776.2435 - logcount_predictions_loss: 0.3590 2370/2446 [============================>.] - ETA: 11s - loss: 785.3967 - logits_profile_predictions_loss: 776.2426 - logcount_predictions_loss: 0.3590 2371/2446 [============================>.] - ETA: 11s - loss: 785.3958 - logits_profile_predictions_loss: 776.2417 - logcount_predictions_loss: 0.3590 2372/2446 [============================>.] - ETA: 11s - loss: 785.3949 - logits_profile_predictions_loss: 776.2408 - logcount_predictions_loss: 0.3590 2373/2446 [============================>.] - ETA: 11s - loss: 785.3940 - logits_profile_predictions_loss: 776.2399 - logcount_predictions_loss: 0.3590 2374/2446 [============================>.] - ETA: 11s - loss: 785.3931 - logits_profile_predictions_loss: 776.2390 - logcount_predictions_loss: 0.3590 2375/2446 [============================>.] - ETA: 10s - loss: 785.3922 - logits_profile_predictions_loss: 776.2381 - logcount_predictions_loss: 0.3590 2376/2446 [============================>.] - ETA: 10s - loss: 785.3913 - logits_profile_predictions_loss: 776.2372 - logcount_predictions_loss: 0.3590 2377/2446 [============================>.] - ETA: 10s - loss: 785.3905 - logits_profile_predictions_loss: 776.2363 - logcount_predictions_loss: 0.3590 2378/2446 [============================>.] - ETA: 10s - loss: 785.3896 - logits_profile_predictions_loss: 776.2355 - logcount_predictions_loss: 0.3590 2379/2446 [============================>.] - ETA: 10s - loss: 785.3887 - logits_profile_predictions_loss: 776.2346 - logcount_predictions_loss: 0.3590 2380/2446 [============================>.] - ETA: 10s - loss: 785.3878 - logits_profile_predictions_loss: 776.2337 - logcount_predictions_loss: 0.3590 2381/2446 [============================>.] - ETA: 9s - loss: 785.3869 - logits_profile_predictions_loss: 776.2328 - logcount_predictions_loss: 0.3590  2382/2446 [============================>.] - ETA: 9s - loss: 785.3860 - logits_profile_predictions_loss: 776.2319 - logcount_predictions_loss: 0.3590 2383/2446 [============================>.] - ETA: 9s - loss: 785.3851 - logits_profile_predictions_loss: 776.2310 - logcount_predictions_loss: 0.3590 2384/2446 [============================>.] - ETA: 9s - loss: 785.3842 - logits_profile_predictions_loss: 776.2301 - logcount_predictions_loss: 0.3590 2385/2446 [============================>.] - ETA: 9s - loss: 785.3833 - logits_profile_predictions_loss: 776.2292 - logcount_predictions_loss: 0.3590 2386/2446 [============================>.] - ETA: 9s - loss: 785.3824 - logits_profile_predictions_loss: 776.2283 - logcount_predictions_loss: 0.3590 2387/2446 [============================>.] - ETA: 9s - loss: 785.3815 - logits_profile_predictions_loss: 776.2273 - logcount_predictions_loss: 0.3590 2388/2446 [============================>.] - ETA: 8s - loss: 785.3805 - logits_profile_predictions_loss: 776.2264 - logcount_predictions_loss: 0.3590 2389/2446 [============================>.] - ETA: 8s - loss: 785.3796 - logits_profile_predictions_loss: 776.2255 - logcount_predictions_loss: 0.3590 2390/2446 [============================>.] - ETA: 8s - loss: 785.3787 - logits_profile_predictions_loss: 776.2245 - logcount_predictions_loss: 0.3590 2391/2446 [============================>.] - ETA: 8s - loss: 785.3777 - logits_profile_predictions_loss: 776.2236 - logcount_predictions_loss: 0.3590 2392/2446 [============================>.] - ETA: 8s - loss: 785.3768 - logits_profile_predictions_loss: 776.2227 - logcount_predictions_loss: 0.3590 2393/2446 [============================>.] - ETA: 8s - loss: 785.3759 - logits_profile_predictions_loss: 776.2218 - logcount_predictions_loss: 0.3590 2394/2446 [============================>.] - ETA: 7s - loss: 785.3749 - logits_profile_predictions_loss: 776.2208 - logcount_predictions_loss: 0.3590 2395/2446 [============================>.] - ETA: 7s - loss: 785.3740 - logits_profile_predictions_loss: 776.2199 - logcount_predictions_loss: 0.3590 2396/2446 [============================>.] - ETA: 7s - loss: 785.3731 - logits_profile_predictions_loss: 776.2190 - logcount_predictions_loss: 0.3590 2397/2446 [============================>.] - ETA: 7s - loss: 785.3721 - logits_profile_predictions_loss: 776.2180 - logcount_predictions_loss: 0.3590 2398/2446 [============================>.] - ETA: 7s - loss: 785.3712 - logits_profile_predictions_loss: 776.2171 - logcount_predictions_loss: 0.3590 2399/2446 [============================>.] - ETA: 7s - loss: 785.3703 - logits_profile_predictions_loss: 776.2162 - logcount_predictions_loss: 0.3590 2400/2446 [============================>.] - ETA: 7s - loss: 785.3694 - logits_profile_predictions_loss: 776.2153 - logcount_predictions_loss: 0.3590 2401/2446 [============================>.] - ETA: 6s - loss: 785.3685 - logits_profile_predictions_loss: 776.2144 - logcount_predictions_loss: 0.3590 2402/2446 [============================>.] - ETA: 6s - loss: 785.3676 - logits_profile_predictions_loss: 776.2135 - logcount_predictions_loss: 0.3590 2403/2446 [============================>.] - ETA: 6s - loss: 785.3667 - logits_profile_predictions_loss: 776.2126 - logcount_predictions_loss: 0.3590 2404/2446 [============================>.] - ETA: 6s - loss: 785.3658 - logits_profile_predictions_loss: 776.2117 - logcount_predictions_loss: 0.3590 2405/2446 [============================>.] - ETA: 6s - loss: 785.3649 - logits_profile_predictions_loss: 776.2108 - logcount_predictions_loss: 0.3590 2406/2446 [============================>.] - ETA: 6s - loss: 785.3640 - logits_profile_predictions_loss: 776.2099 - logcount_predictions_loss: 0.3590 2407/2446 [============================>.] - ETA: 5s - loss: 785.3631 - logits_profile_predictions_loss: 776.2090 - logcount_predictions_loss: 0.3590 2408/2446 [============================>.] - ETA: 5s - loss: 785.3622 - logits_profile_predictions_loss: 776.2081 - logcount_predictions_loss: 0.3590 2409/2446 [============================>.] - ETA: 5s - loss: 785.3613 - logits_profile_predictions_loss: 776.2073 - logcount_predictions_loss: 0.3590 2410/2446 [============================>.] - ETA: 5s - loss: 785.3605 - logits_profile_predictions_loss: 776.2064 - logcount_predictions_loss: 0.3590 2411/2446 [============================>.] - ETA: 5s - loss: 785.3596 - logits_profile_predictions_loss: 776.2055 - logcount_predictions_loss: 0.3590 2412/2446 [============================>.] - ETA: 5s - loss: 785.3588 - logits_profile_predictions_loss: 776.2047 - logcount_predictions_loss: 0.3590 2413/2446 [============================>.] - ETA: 5s - loss: 785.3579 - logits_profile_predictions_loss: 776.2038 - logcount_predictions_loss: 0.3590 2414/2446 [============================>.] - ETA: 4s - loss: 785.3571 - logits_profile_predictions_loss: 776.2030 - logcount_predictions_loss: 0.3590 2415/2446 [============================>.] - ETA: 4s - loss: 785.3562 - logits_profile_predictions_loss: 776.2021 - logcount_predictions_loss: 0.3590 2416/2446 [============================>.] - ETA: 4s - loss: 785.3553 - logits_profile_predictions_loss: 776.2012 - logcount_predictions_loss: 0.3590 2417/2446 [============================>.] - ETA: 4s - loss: 785.3545 - logits_profile_predictions_loss: 776.2004 - logcount_predictions_loss: 0.3590 2418/2446 [============================>.] - ETA: 4s - loss: 785.3536 - logits_profile_predictions_loss: 776.1995 - logcount_predictions_loss: 0.3590 2419/2446 [============================>.] - ETA: 4s - loss: 785.3528 - logits_profile_predictions_loss: 776.1987 - logcount_predictions_loss: 0.3590 2420/2446 [============================>.] - ETA: 3s - loss: 785.3519 - logits_profile_predictions_loss: 776.1978 - logcount_predictions_loss: 0.3590 2421/2446 [============================>.] - ETA: 3s - loss: 785.3510 - logits_profile_predictions_loss: 776.1969 - logcount_predictions_loss: 0.3590 2422/2446 [============================>.] - ETA: 3s - loss: 785.3501 - logits_profile_predictions_loss: 776.1960 - logcount_predictions_loss: 0.3590 2423/2446 [============================>.] - ETA: 3s - loss: 785.3492 - logits_profile_predictions_loss: 776.1951 - logcount_predictions_loss: 0.3590 2424/2446 [============================>.] - ETA: 3s - loss: 785.3483 - logits_profile_predictions_loss: 776.1942 - logcount_predictions_loss: 0.3590 2425/2446 [============================>.] - ETA: 3s - loss: 785.3474 - logits_profile_predictions_loss: 776.1933 - logcount_predictions_loss: 0.3590 2426/2446 [============================>.] - ETA: 3s - loss: 785.3465 - logits_profile_predictions_loss: 776.1924 - logcount_predictions_loss: 0.3590 2427/2446 [============================>.] - ETA: 2s - loss: 785.3455 - logits_profile_predictions_loss: 776.1915 - logcount_predictions_loss: 0.3590 2428/2446 [============================>.] - ETA: 2s - loss: 785.3447 - logits_profile_predictions_loss: 776.1906 - logcount_predictions_loss: 0.3590 2429/2446 [============================>.] - ETA: 2s - loss: 785.3438 - logits_profile_predictions_loss: 776.1897 - logcount_predictions_loss: 0.3590 2430/2446 [============================>.] - ETA: 2s - loss: 785.3430 - logits_profile_predictions_loss: 776.1889 - logcount_predictions_loss: 0.3590 2431/2446 [============================>.] - ETA: 2s - loss: 785.3421 - logits_profile_predictions_loss: 776.1881 - logcount_predictions_loss: 0.3590 2432/2446 [============================>.] - ETA: 2s - loss: 785.3413 - logits_profile_predictions_loss: 776.1872 - logcount_predictions_loss: 0.3590 2433/2446 [============================>.] - ETA: 1s - loss: 785.3405 - logits_profile_predictions_loss: 776.1864 - logcount_predictions_loss: 0.3590 2434/2446 [============================>.] - ETA: 1s - loss: 785.3397 - logits_profile_predictions_loss: 776.1856 - logcount_predictions_loss: 0.3590 2435/2446 [============================>.] - ETA: 1s - loss: 785.3388 - logits_profile_predictions_loss: 776.1848 - logcount_predictions_loss: 0.3590 2436/2446 [============================>.] - ETA: 1s - loss: 785.3380 - logits_profile_predictions_loss: 776.1839 - logcount_predictions_loss: 0.3590 2437/2446 [============================>.] - ETA: 1s - loss: 785.3372 - logits_profile_predictions_loss: 776.1831 - logcount_predictions_loss: 0.3590 2438/2446 [============================>.] - ETA: 1s - loss: 785.3363 - logits_profile_predictions_loss: 776.1822 - logcount_predictions_loss: 0.3590 2439/2446 [============================>.] - ETA: 1s - loss: 785.3354 - logits_profile_predictions_loss: 776.1814 - logcount_predictions_loss: 0.3590 2440/2446 [============================>.] - ETA: 0s - loss: 785.3346 - logits_profile_predictions_loss: 776.1805 - logcount_predictions_loss: 0.3590 2441/2446 [============================>.] - ETA: 0s - loss: 785.3337 - logits_profile_predictions_loss: 776.1796 - logcount_predictions_loss: 0.3590 2442/2446 [============================>.] - ETA: 0s - loss: 785.3328 - logits_profile_predictions_loss: 776.1787 - logcount_predictions_loss: 0.3590 2443/2446 [============================>.] - ETA: 0s - loss: 785.3319 - logits_profile_predictions_loss: 776.1779 - logcount_predictions_loss: 0.3590 2444/2446 [============================>.] - ETA: 0s - loss: 785.3311 - logits_profile_predictions_loss: 776.1770 - logcount_predictions_loss: 0.3590 2445/2446 [============================>.] - ETA: 0s - loss: 785.3302 - logits_profile_predictions_loss: 776.1761 - logcount_predictions_loss: 0.3590 2446/2446 [==============================] - ETA: 0s - loss: 785.3293 - logits_profile_predictions_loss: 776.1753 - logcount_predictions_loss: 0.3590 2446/2446 [==============================] - 392s 160ms/step - loss: 785.3284 - logits_profile_predictions_loss: 776.1744 - logcount_predictions_loss: 0.3590 - val_loss: 847.1415 - val_logits_profile_predictions_loss: 831.8392 - val_logcount_predictions_loss: 0.6001 Epoch 00020: val_loss did not improve from 836.29230 Restoring model weights from the end of the best epoch. Epoch 00020: early stopping save model save model without bias 2022-10-17_10-44-19: 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//ENCSR503RWO//preprocessing/bigWigs/ENCSR503RWO.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(41630, 10) loading nonpeaks... got split:test for bed regions:(40358, 10) 0/321 100/321 200/321 300/321 2022-10-17_10-49-43: 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//ENCSR503RWO//preprocessing/bigWigs/ENCSR503RWO.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(41630, 10) loading nonpeaks... got split:test for bed regions:(40358, 10) 0/321 100/321 200/321 300/321 2022-10-17_10-54-52: 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//ENCSR503RWO//preprocessing/bigWigs/ENCSR503RWO.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(41630, 10) loading nonpeaks... got split:test for bed regions:(40358, 10) 0/321 100/321 200/321 300/321 2022-10-17_10-58-54: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-17_10-58-54: 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/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//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 1/38 [..............................] - ETA: 4:29 3/38 [=>............................] - ETA: 11s  4/38 [==>...........................] - ETA: 15s 5/38 [==>...........................] - ETA: 16s 6/38 [===>..........................] - ETA: 16s 7/38 [====>.........................] - ETA: 17s 8/38 [=====>........................] - ETA: 17s 9/38 [======>.......................] - ETA: 16s 10/38 [======>.......................] - ETA: 16s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 15s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 12s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 10s 23/38 [=================>............] - ETA: 9s  24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 5s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 33s 705ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 23s 3/38 [=>............................] - ETA: 23s 4/38 [==>...........................] - ETA: 22s 5/38 [==>...........................] - ETA: 21s 6/38 [===>..........................] - ETA: 21s 7/38 [====>.........................] - ETA: 20s 8/38 [=====>........................] - ETA: 19s 9/38 [======>.......................] - ETA: 19s 10/38 [======>.......................] - ETA: 18s 11/38 [=======>......................] - ETA: 17s 12/38 [========>.....................] - ETA: 17s 13/38 [=========>....................] - ETA: 16s 14/38 [==========>...................] - ETA: 15s 15/38 [==========>...................] - ETA: 15s 16/38 [===========>..................] - ETA: 14s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 13s 19/38 [==============>...............] - ETA: 12s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 11s 22/38 [================>.............] - ETA: 10s 23/38 [=================>............] - ETA: 9s  24/38 [=================>............] - ETA: 9s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 7s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 5s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 25s 662ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 23s 3/38 [=>............................] - ETA: 23s 4/38 [==>...........................] - ETA: 22s 5/38 [==>...........................] - ETA: 21s 6/38 [===>..........................] - ETA: 21s 7/38 [====>.........................] - ETA: 20s 8/38 [=====>........................] - ETA: 19s 9/38 [======>.......................] - ETA: 19s 10/38 [======>.......................] - ETA: 18s 11/38 [=======>......................] - ETA: 17s 12/38 [========>.....................] - ETA: 17s 13/38 [=========>....................] - ETA: 16s 14/38 [==========>...................] - ETA: 15s 15/38 [==========>...................] - ETA: 15s 16/38 [===========>..................] - ETA: 14s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 13s 19/38 [==============>...............] - ETA: 12s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 11s 22/38 [================>.............] - ETA: 10s 23/38 [=================>............] - ETA: 9s  24/38 [=================>............] - ETA: 9s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 7s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 5s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 25s 662ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 23s 3/38 [=>............................] - ETA: 23s 4/38 [==>...........................] - ETA: 22s 5/38 [==>...........................] - ETA: 21s 6/38 [===>..........................] - ETA: 21s 7/38 [====>.........................] - ETA: 20s 8/38 [=====>........................] - ETA: 19s 9/38 [======>.......................] - ETA: 19s 10/38 [======>.......................] - ETA: 18s 11/38 [=======>......................] - ETA: 17s 12/38 [========>.....................] - ETA: 17s 13/38 [=========>....................] - ETA: 16s 14/38 [==========>...................] - ETA: 15s 15/38 [==========>...................] - ETA: 15s 16/38 [===========>..................] - ETA: 14s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 13s 19/38 [==============>...............] - ETA: 12s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 11s 22/38 [================>.............] - ETA: 10s 23/38 [=================>............] - ETA: 9s  24/38 [=================>............] - ETA: 9s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 7s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 5s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 25s 662ms/step Saving marginal footprints 2022-10-17_11-01-17: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-17_11-01-17: 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/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR503RWO//chrombppnet_model_encsr880cub_bias_fold_3//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 1/38 [..............................] - ETA: 2:15 3/38 [=>............................] - ETA: 1s  4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 6/38 [===>..........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 22/38 [================>.............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 6s 62ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 2s 3/38 [=>............................] - ETA: 2s 4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 6/38 [===>..........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 0s 22/38 [================>.............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 57ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 2s 3/38 [=>............................] - ETA: 1s 4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 6/38 [===>..........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 0s 22/38 [================>.............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 58ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 2s 3/38 [=>............................] - ETA: 1s 4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 6/38 [===>..........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 0s 22/38 [================>.............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 57ms/step Saving marginal footprints