DNase-seq DNASE_SE Tue Mar 1 15:43:05 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 510.47.03 Driver Version: 510.47.03 CUDA Version: 11.6 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA TITAN V On | 00000000:03:00.0 Off | N/A | | 28% 33C P8 25W / 250W | 0MiB / 12288MiB | 0% Default | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-03-01_15-43-06: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//preprocessing/bigWigs/ENCSR627QIA.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.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/ENCSR283TME_bias_0.9.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias/ evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] Number of peaks input: 91526 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 91526 Number of peaks input: 23553 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 23553 Number of non peaks input: 91525 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 91525 Number of non peaks input: 23553 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 23553 Number of peaks after removing outliers: 90519 Number of nonpeaks after removing outliers: 76956 got the model Model: "functional_1" __________________________________________________________________________________________________ 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 1/2405 [..............................] - ETA: 12:26:26 7/2405 [..............................] - ETA: 20s  13/2405 [..............................] - ETA: 21s 19/2405 [..............................] - ETA: 21s 25/2405 [..............................] - ETA: 21s 31/2405 [..............................] - ETA: 21s 37/2405 [..............................] - ETA: 21s 43/2405 [..............................] - ETA: 21s 49/2405 [..............................] - ETA: 21s 55/2405 [..............................] - ETA: 21s 61/2405 [..............................] - ETA: 21s 67/2405 [..............................] - ETA: 21s 73/2405 [..............................] - ETA: 21s 79/2405 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9ms/step 2022-03-01_15-48-46: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//preprocessing/bigWigs/ENCSR627QIA.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.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': '6.4', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(82408, 10) loading nonpeaks... got split:train for bed regions:(69782, 10) loading peaks... got split:valid for bed regions:(8111, 10) loading nonpeaks... got split:valid for bed regions:(7174, 10) Epoch 1/50 1/1417 [..............................] - ETA: 3:43:50 - loss: 739.8285 - logits_profile_predictions_loss: 704.6062 - logcount_predictions_loss: 5.5035 2/1417 [..............................] - ETA: 13:22 - loss: 729.1078 - logits_profile_predictions_loss: 694.9902 - logcount_predictions_loss: 5.3309  3/1417 [..............................] - ETA: 13:21 - loss: 1782.1857 - logits_profile_predictions_loss: 718.3191 - logcount_predictions_loss: 166.2291 4/1417 [..............................] - ETA: 13:20 - loss: 2125.0665 - logits_profile_predictions_loss: 738.7490 - logcount_predictions_loss: 216.6121 5/1417 [..............................] - ETA: 13:18 - loss: 2233.7204 - logits_profile_predictions_loss: 746.6063 - logcount_predictions_loss: 232.3616 6/1417 [..............................] - ETA: 13:17 - loss: 2249.7731 - logits_profile_predictions_loss: 747.0207 - logcount_predictions_loss: 234.8050 7/1417 [..............................] - ETA: 13:17 - loss: 2228.2247 - logits_profile_predictions_loss: 745.8955 - logcount_predictions_loss: 231.6139 8/1417 [..............................] - ETA: 13:16 - loss: 2192.4149 - logits_profile_predictions_loss: 746.0140 - logcount_predictions_loss: 226.0001 9/1417 [..............................] - ETA: 13:16 - loss: 2146.1327 - logits_profile_predictions_loss: 742.1439 - logcount_predictions_loss: 219.3732 10/1417 [..............................] - ETA: 13:15 - loss: 2098.9520 - logits_profile_predictions_loss: 739.1729 - logcount_predictions_loss: 212.4654 11/1417 [..............................] - ETA: 13:14 - loss: 2051.3138 - logits_profile_predictions_loss: 735.3918 - logcount_predictions_loss: 205.6128 12/1417 [..............................] - ETA: 13:14 - loss: 2005.5039 - logits_profile_predictions_loss: 731.9837 - logcount_predictions_loss: 198.9875 13/1417 [..............................] - ETA: 13:13 - loss: 1962.9253 - logits_profile_predictions_loss: 729.8185 - logcount_predictions_loss: 192.6729 14/1417 [..............................] - ETA: 13:13 - loss: 1922.8584 - logits_profile_predictions_loss: 728.0188 - logcount_predictions_loss: 186.6937 15/1417 [..............................] - ETA: 13:12 - loss: 1884.2884 - logits_profile_predictions_loss: 725.5993 - logcount_predictions_loss: 181.0452 16/1417 [..............................] - ETA: 13:12 - loss: 1847.1678 - logits_profile_predictions_loss: 722.5536 - logcount_predictions_loss: 175.7209 17/1417 [..............................] - ETA: 13:11 - loss: 1812.1220 - logits_profile_predictions_loss: 719.5767 - logcount_predictions_loss: 170.7102 18/1417 [..............................] - ETA: 13:10 - loss: 1779.3749 - logits_profile_predictions_loss: 716.9999 - logcount_predictions_loss: 165.9961 19/1417 [..............................] - ETA: 13:10 - loss: 1748.0249 - logits_profile_predictions_loss: 714.0904 - logcount_predictions_loss: 161.5523 20/1417 [..............................] - ETA: 13:09 - loss: 1718.9433 - logits_profile_predictions_loss: 711.8085 - logcount_predictions_loss: 157.3648 21/1417 [..............................] - ETA: 13:09 - loss: 1692.3941 - logits_profile_predictions_loss: 710.5203 - logcount_predictions_loss: 153.4178 22/1417 [..............................] - ETA: 13:08 - loss: 1667.3821 - logits_profile_predictions_loss: 709.3808 - logcount_predictions_loss: 149.6877 23/1417 [..............................] - ETA: 13:08 - loss: 1643.6156 - logits_profile_predictions_loss: 708.2120 - logcount_predictions_loss: 146.1568 24/1417 [..............................] - ETA: 13:07 - loss: 1621.4329 - logits_profile_predictions_loss: 707.4442 - logcount_predictions_loss: 142.8107 25/1417 [..............................] - ETA: 13:06 - loss: 1600.5587 - logits_profile_predictions_loss: 706.8836 - logcount_predictions_loss: 139.6367 26/1417 [..............................] - ETA: 13:06 - loss: 1580.5568 - logits_profile_predictions_loss: 706.1873 - logcount_predictions_loss: 136.6202 27/1417 [..............................] - ETA: 13:05 - loss: 1561.6548 - logits_profile_predictions_loss: 705.6449 - logcount_predictions_loss: 133.7515 28/1417 [..............................] - ETA: 13:05 - loss: 1543.6097 - logits_profile_predictions_loss: 705.0929 - logcount_predictions_loss: 131.0182 29/1417 [..............................] - ETA: 13:04 - loss: 1526.0552 - logits_profile_predictions_loss: 704.2295 - logcount_predictions_loss: 128.4103 30/1417 [..............................] - ETA: 13:04 - loss: 1509.2270 - logits_profile_predictions_loss: 703.3420 - logcount_predictions_loss: 125.9195 31/1417 [..............................] - ETA: 13:03 - loss: 1493.2653 - logits_profile_predictions_loss: 702.6109 - logcount_predictions_loss: 123.5397 32/1417 [..............................] - ETA: 13:02 - loss: 1477.7907 - logits_profile_predictions_loss: 701.7150 - logcount_predictions_loss: 121.2618 33/1417 [..............................] - ETA: 13:02 - loss: 1462.9683 - logits_profile_predictions_loss: 700.8536 - logcount_predictions_loss: 119.0804 34/1417 [..............................] - ETA: 13:01 - loss: 1449.0053 - logits_profile_predictions_loss: 700.2636 - logcount_predictions_loss: 116.9909 35/1417 [..............................] - ETA: 13:01 - loss: 1435.5759 - logits_profile_predictions_loss: 699.6631 - logcount_predictions_loss: 114.9864 36/1417 [..............................] - ETA: 13:00 - loss: 1422.5495 - logits_profile_predictions_loss: 698.9621 - logcount_predictions_loss: 113.0605 37/1417 [..............................] - ETA: 12:59 - loss: 1409.9458 - logits_profile_predictions_loss: 698.2089 - logcount_predictions_loss: 111.2089 38/1417 [..............................] - ETA: 12:59 - loss: 1397.8374 - logits_profile_predictions_loss: 697.5021 - logcount_predictions_loss: 109.4274 39/1417 [..............................] - ETA: 12:58 - loss: 1386.1031 - logits_profile_predictions_loss: 696.7489 - logcount_predictions_loss: 107.7116 40/1417 [..............................] - ETA: 12:58 - loss: 1375.1550 - logits_profile_predictions_loss: 696.3706 - logcount_predictions_loss: 106.0601 41/1417 [..............................] - ETA: 12:57 - loss: 1364.5909 - logits_profile_predictions_loss: 695.9965 - logcount_predictions_loss: 104.4679 42/1417 [..............................] - ETA: 12:57 - loss: 1354.4172 - logits_profile_predictions_loss: 695.6536 - logcount_predictions_loss: 102.9318 43/1417 [..............................] - ETA: 12:56 - loss: 1344.6015 - logits_profile_predictions_loss: 695.3287 - logcount_predictions_loss: 101.4489 44/1417 [..............................] - ETA: 12:55 - loss: 1335.0701 - logits_profile_predictions_loss: 694.9703 - logcount_predictions_loss: 100.0156 45/1417 [..............................] - ETA: 12:55 - loss: 1326.0191 - logits_profile_predictions_loss: 694.7832 - logcount_predictions_loss: 98.6306  46/1417 [..............................] - ETA: 12:54 - loss: 1317.2578 - logits_profile_predictions_loss: 694.5970 - logcount_predictions_loss: 97.2908 47/1417 [..............................] - ETA: 12:54 - loss: 1308.8000 - logits_profile_predictions_loss: 694.4386 - logcount_predictions_loss: 95.9940 48/1417 [>.............................] - ETA: 12:53 - loss: 1300.5360 - logits_profile_predictions_loss: 694.2175 - logcount_predictions_loss: 94.7373 49/1417 [>.............................] - ETA: 12:53 - loss: 1292.5690 - logits_profile_predictions_loss: 694.0447 - logcount_predictions_loss: 93.5194 50/1417 [>.............................] - ETA: 12:52 - loss: 1284.8214 - logits_profile_predictions_loss: 693.8543 - logcount_predictions_loss: 92.3386 51/1417 [>.............................] - ETA: 12:51 - loss: 1277.2918 - logits_profile_predictions_loss: 693.6560 - logcount_predictions_loss: 91.1931 52/1417 [>.............................] - ETA: 12:51 - loss: 1270.1202 - logits_profile_predictions_loss: 693.5957 - logcount_predictions_loss: 90.0820 53/1417 [>.............................] - ETA: 12:50 - loss: 1263.1620 - logits_profile_predictions_loss: 693.5432 - logcount_predictions_loss: 89.0029 54/1417 [>.............................] - ETA: 12:50 - loss: 1256.3808 - logits_profile_predictions_loss: 693.4727 - logcount_predictions_loss: 87.9544 55/1417 [>.............................] - ETA: 12:49 - loss: 1249.7629 - logits_profile_predictions_loss: 693.3776 - logcount_predictions_loss: 86.9352 56/1417 [>.............................] - ETA: 12:49 - loss: 1243.3438 - logits_profile_predictions_loss: 693.2993 - logcount_predictions_loss: 85.9445 57/1417 [>.............................] - ETA: 12:48 - loss: 1237.1195 - logits_profile_predictions_loss: 693.2435 - logcount_predictions_loss: 84.9806 58/1417 [>.............................] - ETA: 12:47 - loss: 1231.1354 - logits_profile_predictions_loss: 693.2604 - logcount_predictions_loss: 84.0430 59/1417 [>.............................] - ETA: 12:47 - loss: 1225.3011 - logits_profile_predictions_loss: 693.2690 - logcount_predictions_loss: 83.1300 60/1417 [>.............................] - ETA: 12:46 - loss: 1219.5832 - logits_profile_predictions_loss: 693.2428 - logcount_predictions_loss: 82.2407 61/1417 [>.............................] - ETA: 12:46 - loss: 1213.9551 - logits_profile_predictions_loss: 693.1640 - logcount_predictions_loss: 81.3736 62/1417 [>.............................] - ETA: 12:45 - loss: 1208.4659 - logits_profile_predictions_loss: 693.0854 - logcount_predictions_loss: 80.5282 63/1417 [>.............................] - ETA: 12:45 - loss: 1203.1279 - logits_profile_predictions_loss: 693.0235 - logcount_predictions_loss: 79.7038 64/1417 [>.............................] - ETA: 12:44 - loss: 1197.9458 - logits_profile_predictions_loss: 692.9887 - logcount_predictions_loss: 78.8996 65/1417 [>.............................] - ETA: 12:43 - loss: 1192.9000 - logits_profile_predictions_loss: 692.9647 - logcount_predictions_loss: 78.1149 66/1417 [>.............................] - ETA: 12:43 - loss: 1187.9938 - logits_profile_predictions_loss: 692.9592 - logcount_predictions_loss: 77.3492 67/1417 [>.............................] - ETA: 12:42 - loss: 1183.2586 - logits_profile_predictions_loss: 693.0074 - logcount_predictions_loss: 76.6018 68/1417 [>.............................] - ETA: 12:42 - loss: 1178.5943 - logits_profile_predictions_loss: 693.0166 - logcount_predictions_loss: 75.8715 69/1417 [>.............................] - ETA: 12:41 - loss: 1174.0284 - logits_profile_predictions_loss: 693.0166 - logcount_predictions_loss: 75.1581 70/1417 [>.............................] - ETA: 12:40 - loss: 1169.6068 - logits_profile_predictions_loss: 693.0553 - logcount_predictions_loss: 74.4612 71/1417 [>.............................] - ETA: 12:40 - loss: 1165.2610 - logits_profile_predictions_loss: 693.0712 - logcount_predictions_loss: 73.7797 72/1417 [>.............................] - ETA: 12:39 - loss: 1160.9956 - logits_profile_predictions_loss: 693.0718 - logcount_predictions_loss: 73.1131 73/1417 [>.............................] - ETA: 12:39 - loss: 1156.7992 - logits_profile_predictions_loss: 693.0497 - logcount_predictions_loss: 72.4609 74/1417 [>.............................] - ETA: 12:38 - loss: 1152.6789 - logits_profile_predictions_loss: 693.0137 - logcount_predictions_loss: 71.8227 75/1417 [>.............................] - ETA: 12:38 - loss: 1148.6340 - logits_profile_predictions_loss: 692.9662 - logcount_predictions_loss: 71.1981 76/1417 [>.............................] - ETA: 12:37 - loss: 1144.6761 - logits_profile_predictions_loss: 692.9212 - logcount_predictions_loss: 70.5867 77/1417 [>.............................] - ETA: 12:36 - loss: 1140.7855 - logits_profile_predictions_loss: 692.8632 - logcount_predictions_loss: 69.9879 78/1417 [>.............................] - ETA: 12:36 - loss: 1136.9730 - logits_profile_predictions_loss: 692.8044 - logcount_predictions_loss: 69.4014 79/1417 [>.............................] - ETA: 12:35 - loss: 1133.2160 - logits_profile_predictions_loss: 692.7262 - logcount_predictions_loss: 68.8265 80/1417 [>.............................] - ETA: 12:35 - loss: 1129.5556 - logits_profile_predictions_loss: 692.6699 - logcount_predictions_loss: 68.2634 81/1417 [>.............................] - ETA: 12:34 - loss: 1125.9770 - logits_profile_predictions_loss: 692.6232 - logcount_predictions_loss: 67.7115 82/1417 [>.............................] - ETA: 12:34 - loss: 1122.4675 - logits_profile_predictions_loss: 692.5765 - logcount_predictions_loss: 67.1705 83/1417 [>.............................] - ETA: 12:33 - loss: 1119.0136 - logits_profile_predictions_loss: 692.5186 - logcount_predictions_loss: 66.6399 84/1417 [>.............................] - ETA: 12:33 - loss: 1115.6207 - logits_profile_predictions_loss: 692.4565 - logcount_predictions_loss: 66.1194 85/1417 [>.............................] - ETA: 12:32 - loss: 1112.3131 - logits_profile_predictions_loss: 692.4162 - logcount_predictions_loss: 65.6089 86/1417 [>.............................] - ETA: 12:31 - loss: 1109.0531 - logits_profile_predictions_loss: 692.3627 - logcount_predictions_loss: 65.1079 87/1417 [>.............................] - ETA: 12:31 - loss: 1105.8764 - logits_profile_predictions_loss: 692.3317 - logcount_predictions_loss: 64.6164 88/1417 [>.............................] - ETA: 12:30 - loss: 1102.7382 - logits_profile_predictions_loss: 692.2821 - logcount_predictions_loss: 64.1338 89/1417 [>.............................] - ETA: 12:30 - loss: 1099.6691 - logits_profile_predictions_loss: 692.2448 - logcount_predictions_loss: 63.6601 90/1417 [>.............................] - ETA: 12:29 - loss: 1096.6514 - logits_profile_predictions_loss: 692.2046 - logcount_predictions_loss: 63.1948 91/1417 [>.............................] - ETA: 12:28 - loss: 1093.6794 - logits_profile_predictions_loss: 692.1573 - logcount_predictions_loss: 62.7378 92/1417 [>.............................] - ETA: 12:28 - loss: 1090.7280 - logits_profile_predictions_loss: 692.0805 - logcount_predictions_loss: 62.2887 93/1417 [>.............................] - ETA: 12:27 - loss: 1087.8113 - logits_profile_predictions_loss: 691.9886 - logcount_predictions_loss: 61.8473 94/1417 [>.............................] - ETA: 12:27 - loss: 1084.9504 - logits_profile_predictions_loss: 691.9041 - logcount_predictions_loss: 61.4135 95/1417 [=>............................] - ETA: 12:26 - loss: 1082.1294 - logits_profile_predictions_loss: 691.8124 - logcount_predictions_loss: 60.9871 96/1417 [=>............................] - ETA: 12:26 - loss: 1079.3668 - logits_profile_predictions_loss: 691.7321 - logcount_predictions_loss: 60.5679 97/1417 [=>............................] - ETA: 12:25 - loss: 1076.6598 - logits_profile_predictions_loss: 691.6621 - logcount_predictions_loss: 60.1559 98/1417 [=>............................] - ETA: 12:25 - loss: 1073.9940 - logits_profile_predictions_loss: 691.5892 - logcount_predictions_loss: 59.7508 99/1417 [=>............................] - ETA: 12:24 - loss: 1071.3983 - logits_profile_predictions_loss: 691.5426 - logcount_predictions_loss: 59.3525 100/1417 [=>............................] - ETA: 12:23 - loss: 1068.8217 - logits_profile_predictions_loss: 691.4744 - logcount_predictions_loss: 58.9605 101/1417 [=>............................] - ETA: 12:23 - loss: 1066.2609 - logits_profile_predictions_loss: 691.3825 - logcount_predictions_loss: 58.5748 102/1417 [=>............................] - ETA: 12:22 - loss: 1063.7206 - logits_profile_predictions_loss: 691.2721 - logcount_predictions_loss: 58.1951 103/1417 [=>............................] - ETA: 12:22 - loss: 1061.2189 - logits_profile_predictions_loss: 691.1618 - logcount_predictions_loss: 57.8214 104/1417 [=>............................] - ETA: 12:21 - loss: 1058.7615 - logits_profile_predictions_loss: 691.0575 - logcount_predictions_loss: 57.4538 105/1417 [=>............................] 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11.6732 1412/1417 [============================>.] - ETA: 2s - loss: 709.6649 - logits_profile_predictions_loss: 634.9870 - logcount_predictions_loss: 11.6685 1413/1417 [============================>.] - ETA: 2s - loss: 709.6029 - logits_profile_predictions_loss: 634.9552 - logcount_predictions_loss: 11.6638 1414/1417 [============================>.] - ETA: 1s - loss: 709.5409 - logits_profile_predictions_loss: 634.9235 - logcount_predictions_loss: 11.6590 1415/1417 [============================>.] - ETA: 1s - loss: 709.4789 - logits_profile_predictions_loss: 634.8918 - logcount_predictions_loss: 11.6543 1416/1417 [============================>.] - ETA: 0s - loss: 709.4170 - logits_profile_predictions_loss: 634.8601 - logcount_predictions_loss: 11.6496 1417/1417 [==============================] - ETA: 0s - loss: 709.3552 - logits_profile_predictions_loss: 634.8285 - logcount_predictions_loss: 11.6449 1417/1417 [==============================] - 841s 587ms/step - loss: 709.2935 - 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[..............................] - ETA: 13:17 - loss: 644.2119 - logits_profile_predictions_loss: 629.9423 - logcount_predictions_loss: 2.2296 6/1417 [..............................] - ETA: 13:16 - loss: 633.1926 - logits_profile_predictions_loss: 618.9687 - logcount_predictions_loss: 2.2225 7/1417 [..............................] - ETA: 13:16 - loss: 623.8633 - logits_profile_predictions_loss: 609.6742 - logcount_predictions_loss: 2.2171 8/1417 [..............................] - ETA: 13:15 - loss: 617.3156 - logits_profile_predictions_loss: 603.1281 - logcount_predictions_loss: 2.2168 9/1417 [..............................] - ETA: 13:14 - loss: 610.8500 - logits_profile_predictions_loss: 596.7115 - logcount_predictions_loss: 2.2091 10/1417 [..............................] - ETA: 13:14 - loss: 605.7594 - logits_profile_predictions_loss: 591.6667 - logcount_predictions_loss: 2.2020 11/1417 [..............................] - ETA: 13:13 - loss: 599.8528 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 11:01 - loss: 550.2428 - logits_profile_predictions_loss: 537.8917 - logcount_predictions_loss: 1.9299 247/1417 [====>.........................] - ETA: 11:00 - loss: 550.2061 - logits_profile_predictions_loss: 537.8567 - logcount_predictions_loss: 1.9296 248/1417 [====>.........................] - ETA: 11:00 - loss: 550.1689 - logits_profile_predictions_loss: 537.8212 - logcount_predictions_loss: 1.9293 249/1417 [====>.........................] - ETA: 10:59 - loss: 550.1306 - logits_profile_predictions_loss: 537.7848 - logcount_predictions_loss: 1.9290 250/1417 [====>.........................] - ETA: 10:59 - loss: 550.0935 - logits_profile_predictions_loss: 537.7493 - logcount_predictions_loss: 1.9288 251/1417 [====>.........................] - ETA: 10:58 - loss: 550.0563 - logits_profile_predictions_loss: 537.7139 - logcount_predictions_loss: 1.9285 252/1417 [====>.........................] - ETA: 10:58 - loss: 550.0179 - 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[====>.........................] - ETA: 10:54 - loss: 549.7765 - logits_profile_predictions_loss: 537.4473 - logcount_predictions_loss: 1.9264 260/1417 [====>.........................] - ETA: 10:53 - loss: 549.7426 - logits_profile_predictions_loss: 537.4149 - logcount_predictions_loss: 1.9262 261/1417 [====>.........................] - ETA: 10:53 - loss: 549.7094 - logits_profile_predictions_loss: 537.3833 - logcount_predictions_loss: 1.9260 262/1417 [====>.........................] - ETA: 10:52 - loss: 549.6765 - logits_profile_predictions_loss: 537.3520 - logcount_predictions_loss: 1.9257 263/1417 [====>.........................] - ETA: 10:51 - loss: 549.6438 - logits_profile_predictions_loss: 537.3208 - logcount_predictions_loss: 1.9255 264/1417 [====>.........................] - ETA: 10:51 - loss: 549.6100 - logits_profile_predictions_loss: 537.2885 - logcount_predictions_loss: 1.9252 265/1417 [====>.........................] - ETA: 10:50 - loss: 549.5781 - 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[====>.........................] - ETA: 10:46 - loss: 549.3887 - logits_profile_predictions_loss: 537.0784 - logcount_predictions_loss: 1.9235 273/1417 [====>.........................] - ETA: 10:46 - loss: 549.3632 - logits_profile_predictions_loss: 537.0543 - logcount_predictions_loss: 1.9233 274/1417 [====>.........................] - ETA: 10:45 - loss: 549.3394 - logits_profile_predictions_loss: 537.0318 - logcount_predictions_loss: 1.9231 275/1417 [====>.........................] - ETA: 10:45 - loss: 549.3167 - logits_profile_predictions_loss: 537.0104 - logcount_predictions_loss: 1.9229 276/1417 [====>.........................] - ETA: 10:44 - loss: 549.2927 - logits_profile_predictions_loss: 536.9878 - logcount_predictions_loss: 1.9226 277/1417 [====>.........................] - ETA: 10:43 - loss: 549.2698 - logits_profile_predictions_loss: 536.9662 - logcount_predictions_loss: 1.9224 278/1417 [====>.........................] - ETA: 10:43 - loss: 549.2469 - 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[=====>........................] - ETA: 10:32 - loss: 548.7788 - logits_profile_predictions_loss: 536.5031 - logcount_predictions_loss: 1.9181 299/1417 [=====>........................] - ETA: 10:31 - loss: 548.7579 - logits_profile_predictions_loss: 536.4834 - logcount_predictions_loss: 1.9179 300/1417 [=====>........................] - ETA: 10:30 - loss: 548.7362 - logits_profile_predictions_loss: 536.4629 - logcount_predictions_loss: 1.9177 301/1417 [=====>........................] - ETA: 10:30 - loss: 548.7142 - logits_profile_predictions_loss: 536.4422 - logcount_predictions_loss: 1.9175 302/1417 [=====>........................] - ETA: 10:29 - loss: 548.6917 - logits_profile_predictions_loss: 536.4208 - logcount_predictions_loss: 1.9173 303/1417 [=====>........................] - ETA: 10:29 - loss: 548.6687 - logits_profile_predictions_loss: 536.3991 - logcount_predictions_loss: 1.9171 304/1417 [=====>........................] - ETA: 10:28 - loss: 548.6455 - 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[=====>........................] - ETA: 10:24 - loss: 548.4822 - logits_profile_predictions_loss: 536.2224 - logcount_predictions_loss: 1.9156 312/1417 [=====>........................] - ETA: 10:24 - loss: 548.4602 - logits_profile_predictions_loss: 536.2016 - logcount_predictions_loss: 1.9154 313/1417 [=====>........................] - ETA: 10:23 - loss: 548.4383 - logits_profile_predictions_loss: 536.1809 - logcount_predictions_loss: 1.9152 314/1417 [=====>........................] - ETA: 10:23 - loss: 548.4183 - logits_profile_predictions_loss: 536.1621 - logcount_predictions_loss: 1.9150 315/1417 [=====>........................] - ETA: 10:22 - loss: 548.3990 - logits_profile_predictions_loss: 536.1440 - logcount_predictions_loss: 1.9148 316/1417 [=====>........................] - ETA: 10:21 - loss: 548.3793 - logits_profile_predictions_loss: 536.1255 - logcount_predictions_loss: 1.9147 317/1417 [=====>........................] - ETA: 10:21 - loss: 548.3603 - 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[============================>.] - ETA: 22s - loss: 535.3531 - logits_profile_predictions_loss: 523.9244 - logcount_predictions_loss: 1.7858 1378/1417 [============================>.] - ETA: 22s - loss: 535.3458 - logits_profile_predictions_loss: 523.9177 - logcount_predictions_loss: 1.7857 1379/1417 [============================>.] - ETA: 21s - loss: 535.3385 - logits_profile_predictions_loss: 523.9110 - logcount_predictions_loss: 1.7856 1380/1417 [============================>.] - ETA: 20s - loss: 535.3312 - logits_profile_predictions_loss: 523.9042 - logcount_predictions_loss: 1.7855 1381/1417 [============================>.] - ETA: 20s - loss: 535.3238 - logits_profile_predictions_loss: 523.8975 - logcount_predictions_loss: 1.7854 1382/1417 [============================>.] - ETA: 19s - loss: 535.3165 - logits_profile_predictions_loss: 523.8907 - logcount_predictions_loss: 1.7853 1383/1417 [============================>.] - ETA: 19s - loss: 535.3092 - 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[============================>.] - ETA: 7s - loss: 535.1647 - logits_profile_predictions_loss: 523.7514 - logcount_predictions_loss: 1.7834 1404/1417 [============================>.] - ETA: 7s - loss: 535.1576 - logits_profile_predictions_loss: 523.7449 - logcount_predictions_loss: 1.7833 1405/1417 [============================>.] - ETA: 6s - loss: 535.1506 - logits_profile_predictions_loss: 523.7384 - logcount_predictions_loss: 1.7832 1406/1417 [============================>.] - ETA: 6s - loss: 535.1434 - logits_profile_predictions_loss: 523.7318 - logcount_predictions_loss: 1.7831 1407/1417 [============================>.] - ETA: 5s - loss: 535.1363 - logits_profile_predictions_loss: 523.7253 - logcount_predictions_loss: 1.7830 1408/1417 [============================>.] - ETA: 5s - loss: 535.1294 - logits_profile_predictions_loss: 523.7190 - logcount_predictions_loss: 1.7829 1409/1417 [============================>.] - ETA: 4s - loss: 535.1224 - logits_profile_predictions_loss: 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[..............................] - ETA: 13:03 - loss: 519.0270 - logits_profile_predictions_loss: 510.3680 - logcount_predictions_loss: 1.3530 30/1417 [..............................] - ETA: 13:02 - loss: 518.5199 - logits_profile_predictions_loss: 509.8571 - logcount_predictions_loss: 1.3536 31/1417 [..............................] - ETA: 13:02 - loss: 518.1546 - logits_profile_predictions_loss: 509.4870 - logcount_predictions_loss: 1.3543 32/1417 [..............................] - ETA: 13:01 - loss: 517.7657 - logits_profile_predictions_loss: 509.0959 - logcount_predictions_loss: 1.3547 33/1417 [..............................] - ETA: 13:00 - loss: 517.4468 - logits_profile_predictions_loss: 508.7738 - logcount_predictions_loss: 1.3552 34/1417 [..............................] - ETA: 13:00 - loss: 517.1306 - logits_profile_predictions_loss: 508.4555 - logcount_predictions_loss: 1.3555 35/1417 [..............................] - ETA: 12:59 - loss: 516.9333 - 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logits_profile_predictions_loss: 502.3451 - logcount_predictions_loss: 1.4424 192/1417 [===>..........................] - ETA: 11:31 - loss: 511.5616 - logits_profile_predictions_loss: 502.3275 - logcount_predictions_loss: 1.4428 193/1417 [===>..........................] - ETA: 11:30 - loss: 511.5467 - logits_profile_predictions_loss: 502.3103 - logcount_predictions_loss: 1.4432 194/1417 [===>..........................] - ETA: 11:30 - loss: 511.5322 - logits_profile_predictions_loss: 502.2935 - logcount_predictions_loss: 1.4435 195/1417 [===>..........................] - ETA: 11:29 - loss: 511.5202 - logits_profile_predictions_loss: 502.2792 - logcount_predictions_loss: 1.4439 196/1417 [===>..........................] - ETA: 11:29 - loss: 511.5054 - logits_profile_predictions_loss: 502.2623 - logcount_predictions_loss: 1.4442 197/1417 [===>..........................] - ETA: 11:28 - loss: 511.4883 - logits_profile_predictions_loss: 502.2431 - logcount_predictions_loss: 1.4446 198/1417 [===>..........................] - ETA: 11:28 - loss: 511.4699 - logits_profile_predictions_loss: 502.2226 - logcount_predictions_loss: 1.4449 199/1417 [===>..........................] - ETA: 11:27 - loss: 511.4556 - logits_profile_predictions_loss: 502.2063 - logcount_predictions_loss: 1.4452 200/1417 [===>..........................] - ETA: 11:26 - loss: 511.4399 - logits_profile_predictions_loss: 502.1886 - logcount_predictions_loss: 1.4455 201/1417 [===>..........................] - ETA: 11:26 - loss: 511.4229 - logits_profile_predictions_loss: 502.1696 - logcount_predictions_loss: 1.4458 202/1417 [===>..........................] - ETA: 11:25 - loss: 511.4079 - logits_profile_predictions_loss: 502.1527 - logcount_predictions_loss: 1.4461 203/1417 [===>..........................] - ETA: 11:25 - loss: 511.3949 - logits_profile_predictions_loss: 502.1378 - logcount_predictions_loss: 1.4464 204/1417 [===>..........................] - ETA: 11:24 - loss: 511.3871 - 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[===>..........................] - ETA: 11:20 - loss: 511.3586 - logits_profile_predictions_loss: 502.0866 - logcount_predictions_loss: 1.4488 212/1417 [===>..........................] - ETA: 11:20 - loss: 511.3561 - logits_profile_predictions_loss: 502.0822 - logcount_predictions_loss: 1.4490 213/1417 [===>..........................] - ETA: 11:19 - loss: 511.3534 - logits_profile_predictions_loss: 502.0777 - logcount_predictions_loss: 1.4493 214/1417 [===>..........................] - ETA: 11:19 - loss: 511.3502 - logits_profile_predictions_loss: 502.0727 - logcount_predictions_loss: 1.4496 215/1417 [===>..........................] - ETA: 11:18 - loss: 511.3455 - logits_profile_predictions_loss: 502.0661 - logcount_predictions_loss: 1.4499 216/1417 [===>..........................] - ETA: 11:17 - loss: 511.3406 - logits_profile_predictions_loss: 502.0594 - logcount_predictions_loss: 1.4502 217/1417 [===>..........................] - ETA: 11:17 - loss: 511.3329 - logits_profile_predictions_loss: 502.0500 - logcount_predictions_loss: 1.4505 218/1417 [===>..........................] - ETA: 11:16 - loss: 511.3260 - logits_profile_predictions_loss: 502.0412 - logcount_predictions_loss: 1.4508 219/1417 [===>..........................] - ETA: 11:16 - loss: 511.3197 - logits_profile_predictions_loss: 502.0332 - logcount_predictions_loss: 1.4510 220/1417 [===>..........................] - ETA: 11:15 - loss: 511.3134 - logits_profile_predictions_loss: 502.0251 - logcount_predictions_loss: 1.4513 221/1417 [===>..........................] - ETA: 11:15 - loss: 511.3065 - logits_profile_predictions_loss: 502.0164 - logcount_predictions_loss: 1.4516 222/1417 [===>..........................] - ETA: 11:14 - loss: 511.3027 - logits_profile_predictions_loss: 502.0108 - logcount_predictions_loss: 1.4519 223/1417 [===>..........................] - ETA: 11:13 - loss: 511.3004 - logits_profile_predictions_loss: 502.0067 - logcount_predictions_loss: 1.4521 224/1417 [===>..........................] - ETA: 11:13 - loss: 511.2972 - logits_profile_predictions_loss: 502.0018 - logcount_predictions_loss: 1.4524 225/1417 [===>..........................] - ETA: 11:12 - loss: 511.2956 - logits_profile_predictions_loss: 501.9985 - logcount_predictions_loss: 1.4527 226/1417 [===>..........................] - ETA: 11:12 - loss: 511.2924 - logits_profile_predictions_loss: 501.9935 - logcount_predictions_loss: 1.4530 227/1417 [===>..........................] - ETA: 11:11 - loss: 511.2882 - logits_profile_predictions_loss: 501.9876 - logcount_predictions_loss: 1.4532 228/1417 [===>..........................] - ETA: 11:11 - loss: 511.2868 - logits_profile_predictions_loss: 501.9845 - logcount_predictions_loss: 1.4535 229/1417 [===>..........................] - ETA: 11:10 - loss: 511.2859 - logits_profile_predictions_loss: 501.9819 - logcount_predictions_loss: 1.4537 230/1417 [===>..........................] - ETA: 11:10 - loss: 511.2863 - logits_profile_predictions_loss: 501.9807 - logcount_predictions_loss: 1.4540 231/1417 [===>..........................] - ETA: 11:09 - loss: 511.2842 - logits_profile_predictions_loss: 501.9770 - logcount_predictions_loss: 1.4542 232/1417 [===>..........................] - ETA: 11:08 - loss: 511.2806 - logits_profile_predictions_loss: 501.9719 - logcount_predictions_loss: 1.4545 233/1417 [===>..........................] - ETA: 11:08 - loss: 511.2755 - logits_profile_predictions_loss: 501.9653 - logcount_predictions_loss: 1.4547 234/1417 [===>..........................] - ETA: 11:07 - loss: 511.2711 - logits_profile_predictions_loss: 501.9595 - logcount_predictions_loss: 1.4549 235/1417 [===>..........................] - ETA: 11:07 - loss: 511.2688 - logits_profile_predictions_loss: 501.9558 - logcount_predictions_loss: 1.4552 236/1417 [===>..........................] - ETA: 11:06 - loss: 511.2637 - logits_profile_predictions_loss: 501.9494 - logcount_predictions_loss: 1.4554 237/1417 [====>.........................] - ETA: 11:06 - loss: 511.2608 - logits_profile_predictions_loss: 501.9452 - logcount_predictions_loss: 1.4556 238/1417 [====>.........................] - ETA: 11:05 - loss: 511.2566 - logits_profile_predictions_loss: 501.9398 - logcount_predictions_loss: 1.4557 239/1417 [====>.........................] - ETA: 11:04 - loss: 511.2520 - logits_profile_predictions_loss: 501.9340 - logcount_predictions_loss: 1.4559 240/1417 [====>.........................] - ETA: 11:04 - loss: 511.2471 - logits_profile_predictions_loss: 501.9280 - logcount_predictions_loss: 1.4561 241/1417 [====>.........................] - ETA: 11:03 - loss: 511.2407 - logits_profile_predictions_loss: 501.9205 - logcount_predictions_loss: 1.4563 242/1417 [====>.........................] - ETA: 11:03 - loss: 511.2335 - logits_profile_predictions_loss: 501.9122 - logcount_predictions_loss: 1.4564 243/1417 [====>.........................] - ETA: 11:02 - loss: 511.2290 - 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[====>.........................] - ETA: 10:58 - loss: 511.2076 - logits_profile_predictions_loss: 501.8788 - logcount_predictions_loss: 1.4576 251/1417 [====>.........................] - ETA: 10:58 - loss: 511.2074 - logits_profile_predictions_loss: 501.8777 - logcount_predictions_loss: 1.4578 252/1417 [====>.........................] - ETA: 10:57 - loss: 511.2066 - logits_profile_predictions_loss: 501.8761 - logcount_predictions_loss: 1.4579 253/1417 [====>.........................] - ETA: 10:57 - loss: 511.2054 - logits_profile_predictions_loss: 501.8740 - logcount_predictions_loss: 1.4580 254/1417 [====>.........................] - ETA: 10:56 - loss: 511.2065 - logits_profile_predictions_loss: 501.8742 - logcount_predictions_loss: 1.4582 255/1417 [====>.........................] - ETA: 10:55 - loss: 511.2104 - logits_profile_predictions_loss: 501.8771 - logcount_predictions_loss: 1.4583 256/1417 [====>.........................] - ETA: 10:55 - loss: 511.2151 - 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[====>.........................] - ETA: 10:51 - loss: 511.2622 - logits_profile_predictions_loss: 501.9205 - logcount_predictions_loss: 1.4596 264/1417 [====>.........................] - ETA: 10:50 - loss: 511.2729 - logits_profile_predictions_loss: 501.9302 - logcount_predictions_loss: 1.4598 265/1417 [====>.........................] - ETA: 10:50 - loss: 511.2822 - logits_profile_predictions_loss: 501.9385 - logcount_predictions_loss: 1.4600 266/1417 [====>.........................] - ETA: 10:49 - loss: 511.2919 - logits_profile_predictions_loss: 501.9473 - logcount_predictions_loss: 1.4601 267/1417 [====>.........................] - ETA: 10:49 - loss: 511.3024 - logits_profile_predictions_loss: 501.9568 - logcount_predictions_loss: 1.4602 268/1417 [====>.........................] - ETA: 10:48 - loss: 511.3113 - logits_profile_predictions_loss: 501.9648 - logcount_predictions_loss: 1.4604 269/1417 [====>.........................] - ETA: 10:47 - loss: 511.3216 - 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[====>.........................] - ETA: 10:44 - loss: 511.3763 - logits_profile_predictions_loss: 502.0228 - logcount_predictions_loss: 1.4615 277/1417 [====>.........................] - ETA: 10:43 - loss: 511.3809 - logits_profile_predictions_loss: 502.0266 - logcount_predictions_loss: 1.4616 278/1417 [====>.........................] - ETA: 10:42 - loss: 511.3854 - logits_profile_predictions_loss: 502.0302 - logcount_predictions_loss: 1.4617 279/1417 [====>.........................] - ETA: 10:42 - loss: 511.3902 - logits_profile_predictions_loss: 502.0342 - logcount_predictions_loss: 1.4619 280/1417 [====>.........................] - ETA: 10:41 - loss: 511.3951 - logits_profile_predictions_loss: 502.0382 - logcount_predictions_loss: 1.4620 281/1417 [====>.........................] - ETA: 10:41 - loss: 511.3990 - logits_profile_predictions_loss: 502.0413 - logcount_predictions_loss: 1.4622 282/1417 [====>.........................] - ETA: 10:40 - loss: 511.4010 - logits_profile_predictions_loss: 502.0424 - logcount_predictions_loss: 1.4623 283/1417 [====>.........................] - ETA: 10:40 - loss: 511.4030 - logits_profile_predictions_loss: 502.0436 - logcount_predictions_loss: 1.4624 284/1417 [=====>........................] - ETA: 10:39 - loss: 511.4064 - logits_profile_predictions_loss: 502.0461 - logcount_predictions_loss: 1.4625 285/1417 [=====>........................] - ETA: 10:38 - loss: 511.4096 - logits_profile_predictions_loss: 502.0486 - logcount_predictions_loss: 1.4627 286/1417 [=====>........................] - ETA: 10:38 - loss: 511.4110 - logits_profile_predictions_loss: 502.0492 - logcount_predictions_loss: 1.4628 287/1417 [=====>........................] - ETA: 10:37 - loss: 511.4116 - logits_profile_predictions_loss: 502.0490 - logcount_predictions_loss: 1.4629 288/1417 [=====>........................] - ETA: 10:37 - loss: 511.4110 - logits_profile_predictions_loss: 502.0477 - logcount_predictions_loss: 1.4630 289/1417 [=====>........................] - ETA: 10:36 - loss: 511.4098 - logits_profile_predictions_loss: 502.0457 - logcount_predictions_loss: 1.4631 290/1417 [=====>........................] - ETA: 10:36 - loss: 511.4105 - logits_profile_predictions_loss: 502.0455 - logcount_predictions_loss: 1.4633 291/1417 [=====>........................] - ETA: 10:35 - loss: 511.4110 - logits_profile_predictions_loss: 502.0453 - logcount_predictions_loss: 1.4634 292/1417 [=====>........................] - ETA: 10:35 - loss: 511.4105 - logits_profile_predictions_loss: 502.0441 - logcount_predictions_loss: 1.4635 293/1417 [=====>........................] - ETA: 10:34 - loss: 511.4093 - logits_profile_predictions_loss: 502.0421 - logcount_predictions_loss: 1.4636 294/1417 [=====>........................] - ETA: 10:33 - loss: 511.4079 - logits_profile_predictions_loss: 502.0398 - logcount_predictions_loss: 1.4638 295/1417 [=====>........................] - ETA: 10:33 - loss: 511.4087 - logits_profile_predictions_loss: 502.0398 - logcount_predictions_loss: 1.4639 296/1417 [=====>........................] - ETA: 10:32 - loss: 511.4093 - logits_profile_predictions_loss: 502.0395 - logcount_predictions_loss: 1.4640 297/1417 [=====>........................] - ETA: 10:32 - loss: 511.4083 - logits_profile_predictions_loss: 502.0377 - logcount_predictions_loss: 1.4642 298/1417 [=====>........................] - ETA: 10:31 - loss: 511.4066 - logits_profile_predictions_loss: 502.0351 - logcount_predictions_loss: 1.4643 299/1417 [=====>........................] - ETA: 10:31 - loss: 511.4060 - logits_profile_predictions_loss: 502.0337 - logcount_predictions_loss: 1.4644 300/1417 [=====>........................] - ETA: 10:30 - loss: 511.4051 - logits_profile_predictions_loss: 502.0319 - logcount_predictions_loss: 1.4646 301/1417 [=====>........................] - ETA: 10:29 - loss: 511.4043 - logits_profile_predictions_loss: 502.0302 - logcount_predictions_loss: 1.4647 302/1417 [=====>........................] - ETA: 10:29 - loss: 511.4044 - logits_profile_predictions_loss: 502.0295 - logcount_predictions_loss: 1.4648 303/1417 [=====>........................] - ETA: 10:28 - loss: 511.4034 - logits_profile_predictions_loss: 502.0276 - logcount_predictions_loss: 1.4650 304/1417 [=====>........................] - ETA: 10:28 - loss: 511.4031 - logits_profile_predictions_loss: 502.0265 - logcount_predictions_loss: 1.4651 305/1417 [=====>........................] - ETA: 10:27 - loss: 511.4034 - logits_profile_predictions_loss: 502.0260 - logcount_predictions_loss: 1.4652 306/1417 [=====>........................] - ETA: 10:27 - loss: 511.4048 - logits_profile_predictions_loss: 502.0265 - logcount_predictions_loss: 1.4654 307/1417 [=====>........................] - ETA: 10:26 - loss: 511.4060 - logits_profile_predictions_loss: 502.0269 - logcount_predictions_loss: 1.4655 308/1417 [=====>........................] - ETA: 10:25 - loss: 511.4084 - 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1414/1417 [============================>.] - ETA: 1s - loss: 508.0184 - logits_profile_predictions_loss: 498.6674 - logcount_predictions_loss: 1.4611 1415/1417 [============================>.] - ETA: 1s - loss: 508.0157 - logits_profile_predictions_loss: 498.6649 - logcount_predictions_loss: 1.4611 1416/1417 [============================>.] - ETA: 0s - loss: 508.0131 - logits_profile_predictions_loss: 498.6624 - logcount_predictions_loss: 1.4610 1417/1417 [==============================] - ETA: 0s - loss: 508.0104 - logits_profile_predictions_loss: 498.6598 - logcount_predictions_loss: 1.4610 1417/1417 [==============================] - 828s 584ms/step - loss: 508.0077 - logits_profile_predictions_loss: 498.6573 - logcount_predictions_loss: 1.4610 - val_loss: 488.2926 - val_logits_profile_predictions_loss: 481.0389 - val_logcount_predictions_loss: 1.1334 Epoch 00003: val_loss improved from 512.03674 to 488.29260, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 Epoch 4/50 1/1417 [..............................] - ETA: 13:42 - loss: 415.4122 - logits_profile_predictions_loss: 406.0635 - logcount_predictions_loss: 1.4607 2/1417 [..............................] - ETA: 13:19 - loss: 431.0554 - logits_profile_predictions_loss: 421.5837 - logcount_predictions_loss: 1.4800 3/1417 [..............................] - ETA: 13:18 - loss: 460.1259 - logits_profile_predictions_loss: 450.6108 - logcount_predictions_loss: 1.4868 4/1417 [..............................] - ETA: 13:17 - loss: 474.6146 - logits_profile_predictions_loss: 464.9498 - logcount_predictions_loss: 1.5101 5/1417 [..............................] - ETA: 13:16 - loss: 480.1271 - logits_profile_predictions_loss: 470.4719 - logcount_predictions_loss: 1.5086 6/1417 [..............................] - ETA: 13:15 - loss: 486.9055 - logits_profile_predictions_loss: 477.2164 - 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1417/1417 [==============================] - 828s 584ms/step - loss: 491.3163 - logits_profile_predictions_loss: 482.6081 - logcount_predictions_loss: 1.3606 - val_loss: 487.8957 - val_logits_profile_predictions_loss: 476.4612 - val_logcount_predictions_loss: 1.7867 Epoch 00004: val_loss improved from 488.29260 to 487.89572, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 Epoch 5/50 1/1417 [..............................] - ETA: 13:46 - loss: 426.0927 - logits_profile_predictions_loss: 413.9066 - logcount_predictions_loss: 1.9041 2/1417 [..............................] - ETA: 13:18 - loss: 428.0066 - logits_profile_predictions_loss: 416.0568 - logcount_predictions_loss: 1.8671 3/1417 [..............................] - ETA: 13:17 - loss: 421.9961 - logits_profile_predictions_loss: 410.3127 - logcount_predictions_loss: 1.8255 4/1417 [..............................] - ETA: 13:16 - loss: 430.0395 - 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[..............................] - ETA: 13:13 - loss: 452.4004 - logits_profile_predictions_loss: 442.3007 - logcount_predictions_loss: 1.5781 12/1417 [..............................] - ETA: 13:12 - loss: 453.1934 - logits_profile_predictions_loss: 443.1830 - logcount_predictions_loss: 1.5641 13/1417 [..............................] - ETA: 13:11 - loss: 454.8085 - logits_profile_predictions_loss: 444.8890 - logcount_predictions_loss: 1.5499 14/1417 [..............................] - ETA: 13:11 - loss: 456.4562 - logits_profile_predictions_loss: 446.6125 - logcount_predictions_loss: 1.5381 15/1417 [..............................] - ETA: 13:10 - loss: 457.7526 - logits_profile_predictions_loss: 447.9654 - logcount_predictions_loss: 1.5293 16/1417 [..............................] - ETA: 13:10 - loss: 458.9732 - logits_profile_predictions_loss: 449.2380 - logcount_predictions_loss: 1.5211 17/1417 [..............................] - ETA: 13:09 - loss: 459.9682 - logits_profile_predictions_loss: 450.2809 - logcount_predictions_loss: 1.5137 18/1417 [..............................] - ETA: 13:09 - loss: 461.0349 - logits_profile_predictions_loss: 451.3840 - logcount_predictions_loss: 1.5080 19/1417 [..............................] - ETA: 13:08 - loss: 461.6695 - logits_profile_predictions_loss: 452.0611 - logcount_predictions_loss: 1.5013 20/1417 [..............................] - ETA: 13:08 - loss: 462.3087 - logits_profile_predictions_loss: 452.7447 - logcount_predictions_loss: 1.4944 21/1417 [..............................] - ETA: 13:07 - loss: 462.7135 - logits_profile_predictions_loss: 453.1919 - logcount_predictions_loss: 1.4877 22/1417 [..............................] - ETA: 13:06 - loss: 463.2568 - logits_profile_predictions_loss: 453.7711 - logcount_predictions_loss: 1.4821 23/1417 [..............................] - ETA: 13:06 - loss: 463.7620 - logits_profile_predictions_loss: 454.3077 - logcount_predictions_loss: 1.4772 24/1417 [..............................] - ETA: 13:05 - loss: 464.1977 - logits_profile_predictions_loss: 454.7773 - logcount_predictions_loss: 1.4719 25/1417 [..............................] - ETA: 13:05 - loss: 464.4307 - logits_profile_predictions_loss: 455.0412 - logcount_predictions_loss: 1.4671 26/1417 [..............................] - ETA: 13:04 - loss: 464.5674 - logits_profile_predictions_loss: 455.2085 - logcount_predictions_loss: 1.4623 27/1417 [..............................] - ETA: 13:04 - loss: 464.8071 - logits_profile_predictions_loss: 455.4763 - logcount_predictions_loss: 1.4579 28/1417 [..............................] - ETA: 13:03 - loss: 465.1567 - logits_profile_predictions_loss: 455.8506 - logcount_predictions_loss: 1.4541 29/1417 [..............................] - ETA: 13:02 - loss: 465.4660 - logits_profile_predictions_loss: 456.1822 - logcount_predictions_loss: 1.4506 30/1417 [..............................] - ETA: 13:02 - loss: 465.8572 - logits_profile_predictions_loss: 456.5933 - logcount_predictions_loss: 1.4475 31/1417 [..............................] - ETA: 13:01 - loss: 466.1219 - logits_profile_predictions_loss: 456.8781 - logcount_predictions_loss: 1.4443 32/1417 [..............................] - ETA: 13:01 - loss: 466.4102 - logits_profile_predictions_loss: 457.1860 - logcount_predictions_loss: 1.4413 33/1417 [..............................] - ETA: 13:00 - loss: 466.6857 - logits_profile_predictions_loss: 457.4810 - logcount_predictions_loss: 1.4382 34/1417 [..............................] - ETA: 13:00 - loss: 467.0093 - logits_profile_predictions_loss: 457.8217 - logcount_predictions_loss: 1.4356 35/1417 [..............................] - ETA: 12:59 - loss: 467.3654 - logits_profile_predictions_loss: 458.1933 - logcount_predictions_loss: 1.4331 36/1417 [..............................] - ETA: 12:58 - loss: 467.6853 - logits_profile_predictions_loss: 458.5287 - logcount_predictions_loss: 1.4307 37/1417 [..............................] - ETA: 12:58 - loss: 467.9739 - logits_profile_predictions_loss: 458.8333 - logcount_predictions_loss: 1.4282 38/1417 [..............................] - ETA: 12:57 - loss: 468.2427 - logits_profile_predictions_loss: 459.1181 - logcount_predictions_loss: 1.4257 39/1417 [..............................] - ETA: 12:57 - loss: 468.4083 - logits_profile_predictions_loss: 459.2997 - logcount_predictions_loss: 1.4232 40/1417 [..............................] - ETA: 12:56 - loss: 468.6273 - logits_profile_predictions_loss: 459.5338 - logcount_predictions_loss: 1.4209 41/1417 [..............................] - ETA: 12:56 - loss: 468.8823 - logits_profile_predictions_loss: 459.8030 - logcount_predictions_loss: 1.4186 42/1417 [..............................] - ETA: 12:55 - loss: 469.1322 - logits_profile_predictions_loss: 460.0653 - logcount_predictions_loss: 1.4167 43/1417 [..............................] - ETA: 12:55 - loss: 469.3309 - logits_profile_predictions_loss: 460.2760 - logcount_predictions_loss: 1.4148 44/1417 [..............................] - ETA: 12:54 - loss: 469.5720 - logits_profile_predictions_loss: 460.5282 - logcount_predictions_loss: 1.4131 45/1417 [..............................] - ETA: 12:53 - loss: 469.8954 - logits_profile_predictions_loss: 460.8618 - logcount_predictions_loss: 1.4115 46/1417 [..............................] - ETA: 12:53 - loss: 470.1685 - logits_profile_predictions_loss: 461.1456 - logcount_predictions_loss: 1.4098 47/1417 [..............................] - ETA: 12:52 - loss: 470.4284 - logits_profile_predictions_loss: 461.4167 - logcount_predictions_loss: 1.4081 48/1417 [>.............................] - ETA: 12:52 - loss: 470.6882 - logits_profile_predictions_loss: 461.6884 - logcount_predictions_loss: 1.4062 49/1417 [>.............................] - ETA: 12:51 - loss: 470.9755 - logits_profile_predictions_loss: 461.9865 - logcount_predictions_loss: 1.4045 50/1417 [>.............................] - ETA: 12:51 - loss: 471.2804 - logits_profile_predictions_loss: 462.3012 - logcount_predictions_loss: 1.4030 51/1417 [>.............................] - ETA: 12:50 - loss: 471.5437 - logits_profile_predictions_loss: 462.5742 - logcount_predictions_loss: 1.4015 52/1417 [>.............................] - ETA: 12:50 - loss: 471.7883 - logits_profile_predictions_loss: 462.8283 - logcount_predictions_loss: 1.4000 53/1417 [>.............................] - ETA: 12:49 - loss: 472.0834 - logits_profile_predictions_loss: 463.1323 - logcount_predictions_loss: 1.3986 54/1417 [>.............................] - ETA: 12:48 - loss: 472.3925 - logits_profile_predictions_loss: 463.4499 - logcount_predictions_loss: 1.3973 55/1417 [>.............................] - ETA: 12:48 - loss: 472.7247 - logits_profile_predictions_loss: 463.7901 - logcount_predictions_loss: 1.3960 56/1417 [>.............................] - ETA: 12:47 - loss: 473.0212 - 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[>.............................] - ETA: 12:43 - loss: 474.4779 - logits_profile_predictions_loss: 465.6115 - logcount_predictions_loss: 1.3854 64/1417 [>.............................] - ETA: 12:43 - loss: 474.6107 - logits_profile_predictions_loss: 465.7529 - logcount_predictions_loss: 1.3840 65/1417 [>.............................] - ETA: 12:42 - loss: 474.7449 - logits_profile_predictions_loss: 465.8954 - logcount_predictions_loss: 1.3827 66/1417 [>.............................] - ETA: 12:42 - loss: 474.8932 - logits_profile_predictions_loss: 466.0518 - logcount_predictions_loss: 1.3815 67/1417 [>.............................] - ETA: 12:41 - loss: 475.0251 - logits_profile_predictions_loss: 466.1915 - logcount_predictions_loss: 1.3802 68/1417 [>.............................] - ETA: 12:41 - loss: 475.1413 - logits_profile_predictions_loss: 466.3152 - logcount_predictions_loss: 1.3791 69/1417 [>.............................] - ETA: 12:40 - loss: 475.2625 - 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[>.............................] - ETA: 12:36 - loss: 476.0584 - logits_profile_predictions_loss: 467.2899 - logcount_predictions_loss: 1.3701 77/1417 [>.............................] - ETA: 12:35 - loss: 476.1491 - logits_profile_predictions_loss: 467.3881 - logcount_predictions_loss: 1.3689 78/1417 [>.............................] - ETA: 12:35 - loss: 476.2251 - logits_profile_predictions_loss: 467.4718 - logcount_predictions_loss: 1.3677 79/1417 [>.............................] - ETA: 12:34 - loss: 476.3087 - logits_profile_predictions_loss: 467.5629 - logcount_predictions_loss: 1.3665 80/1417 [>.............................] - ETA: 12:34 - loss: 476.3649 - logits_profile_predictions_loss: 467.6269 - logcount_predictions_loss: 1.3653 81/1417 [>.............................] - ETA: 12:33 - loss: 476.4355 - logits_profile_predictions_loss: 467.7047 - logcount_predictions_loss: 1.3642 82/1417 [>.............................] - ETA: 12:33 - loss: 476.5065 - 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[>.............................] - ETA: 12:29 - loss: 476.8927 - logits_profile_predictions_loss: 468.2171 - logcount_predictions_loss: 1.3556 90/1417 [>.............................] - ETA: 12:28 - loss: 476.9388 - logits_profile_predictions_loss: 468.2687 - logcount_predictions_loss: 1.3547 91/1417 [>.............................] - ETA: 12:28 - loss: 476.9812 - logits_profile_predictions_loss: 468.3167 - logcount_predictions_loss: 1.3538 92/1417 [>.............................] - ETA: 12:27 - loss: 477.0055 - logits_profile_predictions_loss: 468.3465 - logcount_predictions_loss: 1.3530 93/1417 [>.............................] - ETA: 12:27 - loss: 477.0421 - logits_profile_predictions_loss: 468.3883 - logcount_predictions_loss: 1.3521 94/1417 [>.............................] - ETA: 12:26 - loss: 477.0864 - logits_profile_predictions_loss: 468.4372 - logcount_predictions_loss: 1.3514 95/1417 [=>............................] - ETA: 12:25 - loss: 477.1372 - 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[=>............................] - ETA: 12:21 - loss: 477.4024 - logits_profile_predictions_loss: 468.7837 - logcount_predictions_loss: 1.3467 103/1417 [=>............................] - ETA: 12:21 - loss: 477.4329 - logits_profile_predictions_loss: 468.8178 - logcount_predictions_loss: 1.3461 104/1417 [=>............................] - ETA: 12:20 - loss: 477.4625 - logits_profile_predictions_loss: 468.8513 - logcount_predictions_loss: 1.3455 105/1417 [=>............................] - ETA: 12:20 - loss: 477.4922 - logits_profile_predictions_loss: 468.8847 - logcount_predictions_loss: 1.3449 106/1417 [=>............................] - ETA: 12:19 - loss: 477.5153 - logits_profile_predictions_loss: 468.9112 - logcount_predictions_loss: 1.3444 107/1417 [=>............................] - ETA: 12:19 - loss: 477.5484 - logits_profile_predictions_loss: 468.9475 - logcount_predictions_loss: 1.3439 108/1417 [=>............................] - ETA: 12:18 - loss: 477.5746 - 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[=>............................] - ETA: 12:14 - loss: 477.7750 - logits_profile_predictions_loss: 469.2010 - logcount_predictions_loss: 1.3397 116/1417 [=>............................] - ETA: 12:14 - loss: 477.7981 - logits_profile_predictions_loss: 469.2275 - logcount_predictions_loss: 1.3391 117/1417 [=>............................] - ETA: 12:13 - loss: 477.8077 - logits_profile_predictions_loss: 469.2407 - logcount_predictions_loss: 1.3386 118/1417 [=>............................] - ETA: 12:12 - loss: 477.8161 - logits_profile_predictions_loss: 469.2526 - logcount_predictions_loss: 1.3380 119/1417 [=>............................] - ETA: 12:12 - loss: 477.8097 - logits_profile_predictions_loss: 469.2499 - logcount_predictions_loss: 1.3375 120/1417 [=>............................] - ETA: 12:11 - loss: 477.7935 - logits_profile_predictions_loss: 469.2375 - logcount_predictions_loss: 1.3369 121/1417 [=>............................] - ETA: 12:11 - loss: 477.7800 - 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[====>.........................] - ETA: 10:54 - loss: 478.4645 - logits_profile_predictions_loss: 470.2207 - logcount_predictions_loss: 1.2881 259/1417 [====>.........................] - ETA: 10:53 - loss: 478.4731 - logits_profile_predictions_loss: 470.2297 - logcount_predictions_loss: 1.2880 260/1417 [====>.........................] - ETA: 10:53 - loss: 478.4792 - logits_profile_predictions_loss: 470.2363 - logcount_predictions_loss: 1.2879 261/1417 [====>.........................] - ETA: 10:52 - loss: 478.4852 - logits_profile_predictions_loss: 470.2427 - logcount_predictions_loss: 1.2879 262/1417 [====>.........................] - ETA: 10:51 - loss: 478.4930 - logits_profile_predictions_loss: 470.2509 - logcount_predictions_loss: 1.2878 263/1417 [====>.........................] - ETA: 10:51 - loss: 478.4996 - logits_profile_predictions_loss: 470.2579 - logcount_predictions_loss: 1.2877 264/1417 [====>.........................] - ETA: 10:50 - loss: 478.5045 - 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[============================>.] - ETA: 8s - loss: 479.7356 - logits_profile_predictions_loss: 471.6634 - logcount_predictions_loss: 1.2613 1403/1417 [============================>.] - ETA: 7s - loss: 479.7361 - logits_profile_predictions_loss: 471.6641 - logcount_predictions_loss: 1.2613 1404/1417 [============================>.] - ETA: 7s - loss: 479.7368 - logits_profile_predictions_loss: 471.6649 - logcount_predictions_loss: 1.2613 1405/1417 [============================>.] - ETA: 6s - loss: 479.7375 - logits_profile_predictions_loss: 471.6657 - logcount_predictions_loss: 1.2612 1406/1417 [============================>.] - ETA: 6s - loss: 479.7381 - logits_profile_predictions_loss: 471.6665 - logcount_predictions_loss: 1.2612 1407/1417 [============================>.] - ETA: 5s - loss: 479.7387 - logits_profile_predictions_loss: 471.6672 - logcount_predictions_loss: 1.2612 1408/1417 [============================>.] - ETA: 5s - loss: 479.7393 - logits_profile_predictions_loss: 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[..............................] - ETA: 13:04 - loss: 451.2938 - logits_profile_predictions_loss: 444.2916 - logcount_predictions_loss: 1.0941 29/1417 [..............................] - ETA: 13:03 - loss: 451.8205 - logits_profile_predictions_loss: 444.8141 - logcount_predictions_loss: 1.0948 30/1417 [..............................] - ETA: 13:03 - loss: 452.2514 - logits_profile_predictions_loss: 445.2405 - logcount_predictions_loss: 1.0955 31/1417 [..............................] - ETA: 13:02 - loss: 452.6502 - logits_profile_predictions_loss: 445.6337 - logcount_predictions_loss: 1.0963 32/1417 [..............................] - ETA: 13:02 - loss: 452.9851 - logits_profile_predictions_loss: 445.9645 - logcount_predictions_loss: 1.0970 33/1417 [..............................] - ETA: 13:01 - loss: 453.2270 - logits_profile_predictions_loss: 446.2021 - logcount_predictions_loss: 1.0976 34/1417 [..............................] - ETA: 13:01 - loss: 453.3810 - 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[..............................] - ETA: 12:56 - loss: 453.9241 - logits_profile_predictions_loss: 446.8906 - logcount_predictions_loss: 1.0990 42/1417 [..............................] - ETA: 12:56 - loss: 454.0367 - logits_profile_predictions_loss: 447.0028 - logcount_predictions_loss: 1.0991 43/1417 [..............................] - ETA: 12:55 - loss: 454.1683 - logits_profile_predictions_loss: 447.1334 - logcount_predictions_loss: 1.0992 44/1417 [..............................] - ETA: 12:55 - loss: 454.3364 - logits_profile_predictions_loss: 447.2999 - logcount_predictions_loss: 1.0995 45/1417 [..............................] - ETA: 12:54 - loss: 454.5712 - logits_profile_predictions_loss: 447.5324 - logcount_predictions_loss: 1.0998 46/1417 [..............................] - ETA: 12:54 - loss: 454.8775 - logits_profile_predictions_loss: 447.8371 - logcount_predictions_loss: 1.1001 47/1417 [..............................] - ETA: 12:53 - loss: 455.1951 - 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[>.............................] - ETA: 12:49 - loss: 457.2287 - logits_profile_predictions_loss: 450.1744 - logcount_predictions_loss: 1.1022 55/1417 [>.............................] - ETA: 12:48 - loss: 457.5008 - logits_profile_predictions_loss: 450.4441 - logcount_predictions_loss: 1.1026 56/1417 [>.............................] - ETA: 12:48 - loss: 457.7315 - logits_profile_predictions_loss: 450.6722 - logcount_predictions_loss: 1.1030 57/1417 [>.............................] - ETA: 12:47 - loss: 457.9577 - logits_profile_predictions_loss: 450.8958 - logcount_predictions_loss: 1.1034 58/1417 [>.............................] - ETA: 12:47 - loss: 458.1506 - logits_profile_predictions_loss: 451.0863 - logcount_predictions_loss: 1.1038 59/1417 [>.............................] - ETA: 12:46 - loss: 458.3254 - logits_profile_predictions_loss: 451.2589 - logcount_predictions_loss: 1.1042 60/1417 [>.............................] - ETA: 12:46 - loss: 458.4516 - 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[>.............................] - ETA: 12:34 - loss: 460.0826 - logits_profile_predictions_loss: 452.9758 - logcount_predictions_loss: 1.1104 81/1417 [>.............................] - ETA: 12:34 - loss: 460.1023 - logits_profile_predictions_loss: 452.9948 - logcount_predictions_loss: 1.1106 82/1417 [>.............................] - ETA: 12:33 - loss: 460.1295 - logits_profile_predictions_loss: 453.0213 - logcount_predictions_loss: 1.1107 83/1417 [>.............................] - ETA: 12:33 - loss: 460.1588 - logits_profile_predictions_loss: 453.0502 - logcount_predictions_loss: 1.1107 84/1417 [>.............................] - ETA: 12:32 - loss: 460.1942 - logits_profile_predictions_loss: 453.0847 - logcount_predictions_loss: 1.1109 85/1417 [>.............................] - ETA: 12:31 - loss: 460.2317 - logits_profile_predictions_loss: 453.1216 - logcount_predictions_loss: 1.1110 86/1417 [>.............................] - ETA: 12:31 - loss: 460.2646 - 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[>.............................] - ETA: 12:27 - loss: 460.4345 - logits_profile_predictions_loss: 453.3170 - logcount_predictions_loss: 1.1121 94/1417 [>.............................] - ETA: 12:26 - loss: 460.4338 - logits_profile_predictions_loss: 453.3156 - logcount_predictions_loss: 1.1122 95/1417 [=>............................] - ETA: 12:26 - loss: 460.4328 - logits_profile_predictions_loss: 453.3140 - logcount_predictions_loss: 1.1123 96/1417 [=>............................] - ETA: 12:25 - loss: 460.4464 - logits_profile_predictions_loss: 453.3268 - logcount_predictions_loss: 1.1124 97/1417 [=>............................] - ETA: 12:25 - loss: 460.4518 - logits_profile_predictions_loss: 453.3314 - logcount_predictions_loss: 1.1126 98/1417 [=>............................] - ETA: 12:24 - loss: 460.4580 - logits_profile_predictions_loss: 453.3369 - logcount_predictions_loss: 1.1127 99/1417 [=>............................] - ETA: 12:24 - loss: 460.4546 - 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[===>..........................] - ETA: 11:28 - loss: 462.2233 - logits_profile_predictions_loss: 454.9810 - logcount_predictions_loss: 1.1316 198/1417 [===>..........................] - ETA: 11:28 - loss: 462.2340 - logits_profile_predictions_loss: 454.9909 - logcount_predictions_loss: 1.1317 199/1417 [===>..........................] - ETA: 11:27 - loss: 462.2441 - logits_profile_predictions_loss: 455.0003 - logcount_predictions_loss: 1.1319 200/1417 [===>..........................] - ETA: 11:27 - loss: 462.2519 - logits_profile_predictions_loss: 455.0073 - logcount_predictions_loss: 1.1320 201/1417 [===>..........................] - ETA: 11:26 - loss: 462.2614 - logits_profile_predictions_loss: 455.0160 - logcount_predictions_loss: 1.1321 202/1417 [===>..........................] - ETA: 11:26 - loss: 462.2713 - logits_profile_predictions_loss: 455.0252 - logcount_predictions_loss: 1.1322 203/1417 [===>..........................] - ETA: 11:25 - loss: 462.2829 - 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[===>..........................] - ETA: 11:14 - loss: 462.5417 - logits_profile_predictions_loss: 455.2824 - logcount_predictions_loss: 1.1343 224/1417 [===>..........................] - ETA: 11:13 - loss: 462.5580 - logits_profile_predictions_loss: 455.2981 - logcount_predictions_loss: 1.1344 225/1417 [===>..........................] - ETA: 11:13 - loss: 462.5744 - logits_profile_predictions_loss: 455.3140 - logcount_predictions_loss: 1.1344 226/1417 [===>..........................] - ETA: 11:12 - loss: 462.5890 - logits_profile_predictions_loss: 455.3281 - logcount_predictions_loss: 1.1345 227/1417 [===>..........................] - ETA: 11:11 - loss: 462.6045 - logits_profile_predictions_loss: 455.3431 - logcount_predictions_loss: 1.1346 228/1417 [===>..........................] - ETA: 11:11 - loss: 462.6222 - logits_profile_predictions_loss: 455.3602 - logcount_predictions_loss: 1.1347 229/1417 [===>..........................] - ETA: 11:10 - loss: 462.6418 - 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[===>..........................] - ETA: 11:06 - loss: 462.7893 - logits_profile_predictions_loss: 455.5226 - logcount_predictions_loss: 1.1354 237/1417 [====>.........................] - ETA: 11:06 - loss: 462.8098 - logits_profile_predictions_loss: 455.5426 - logcount_predictions_loss: 1.1355 238/1417 [====>.........................] - ETA: 11:05 - loss: 462.8298 - logits_profile_predictions_loss: 455.5619 - logcount_predictions_loss: 1.1356 239/1417 [====>.........................] - ETA: 11:05 - loss: 462.8473 - logits_profile_predictions_loss: 455.5789 - logcount_predictions_loss: 1.1357 240/1417 [====>.........................] - ETA: 11:04 - loss: 462.8670 - logits_profile_predictions_loss: 455.5979 - logcount_predictions_loss: 1.1358 241/1417 [====>.........................] - ETA: 11:04 - loss: 462.8864 - logits_profile_predictions_loss: 455.6166 - logcount_predictions_loss: 1.1359 242/1417 [====>.........................] - ETA: 11:03 - loss: 462.9049 - 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[=====>........................] - ETA: 10:15 - loss: 464.3321 - logits_profile_predictions_loss: 457.0154 - logcount_predictions_loss: 1.1432 328/1417 [=====>........................] - ETA: 10:14 - loss: 464.3502 - logits_profile_predictions_loss: 457.0332 - logcount_predictions_loss: 1.1433 329/1417 [=====>........................] - ETA: 10:14 - loss: 464.3687 - logits_profile_predictions_loss: 457.0513 - logcount_predictions_loss: 1.1434 330/1417 [=====>........................] - ETA: 10:13 - loss: 464.3863 - logits_profile_predictions_loss: 457.0685 - logcount_predictions_loss: 1.1434 331/1417 [======>.......................] - ETA: 10:13 - loss: 464.4042 - logits_profile_predictions_loss: 457.0861 - logcount_predictions_loss: 1.1435 332/1417 [======>.......................] - ETA: 10:12 - loss: 464.4221 - logits_profile_predictions_loss: 457.1036 - logcount_predictions_loss: 1.1435 333/1417 [======>.......................] - ETA: 10:12 - loss: 464.4395 - 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[===========================>..] - ETA: 28s - loss: 468.7117 - logits_profile_predictions_loss: 461.3113 - logcount_predictions_loss: 1.1563 1368/1417 [===========================>..] - ETA: 27s - loss: 468.7137 - logits_profile_predictions_loss: 461.3133 - logcount_predictions_loss: 1.1563 1369/1417 [===========================>..] - ETA: 27s - loss: 468.7158 - logits_profile_predictions_loss: 461.3153 - logcount_predictions_loss: 1.1563 1370/1417 [============================>.] - ETA: 26s - loss: 468.7179 - logits_profile_predictions_loss: 461.3173 - logcount_predictions_loss: 1.1563 1371/1417 [============================>.] - ETA: 25s - loss: 468.7199 - logits_profile_predictions_loss: 461.3193 - logcount_predictions_loss: 1.1563 1372/1417 [============================>.] - ETA: 25s - loss: 468.7219 - logits_profile_predictions_loss: 461.3213 - logcount_predictions_loss: 1.1564 1373/1417 [============================>.] - ETA: 24s - loss: 468.7239 - 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[============================>.] - ETA: 20s - loss: 468.7376 - logits_profile_predictions_loss: 461.3367 - logcount_predictions_loss: 1.1564 1381/1417 [============================>.] - ETA: 20s - loss: 468.7395 - logits_profile_predictions_loss: 461.3386 - logcount_predictions_loss: 1.1564 1382/1417 [============================>.] - ETA: 19s - loss: 468.7414 - logits_profile_predictions_loss: 461.3405 - logcount_predictions_loss: 1.1564 1383/1417 [============================>.] - ETA: 19s - loss: 468.7433 - logits_profile_predictions_loss: 461.3423 - logcount_predictions_loss: 1.1564 1384/1417 [============================>.] - ETA: 18s - loss: 468.7451 - logits_profile_predictions_loss: 461.3442 - logcount_predictions_loss: 1.1564 1385/1417 [============================>.] - ETA: 18s - loss: 468.7470 - logits_profile_predictions_loss: 461.3460 - logcount_predictions_loss: 1.1564 1386/1417 [============================>.] - ETA: 17s - loss: 468.7489 - 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[============================>.] - ETA: 13s - loss: 468.7616 - logits_profile_predictions_loss: 461.3604 - logcount_predictions_loss: 1.1565 1394/1417 [============================>.] - ETA: 12s - loss: 468.7634 - logits_profile_predictions_loss: 461.3621 - logcount_predictions_loss: 1.1565 1395/1417 [============================>.] - ETA: 12s - loss: 468.7652 - logits_profile_predictions_loss: 461.3638 - logcount_predictions_loss: 1.1565 1396/1417 [============================>.] - ETA: 11s - loss: 468.7669 - logits_profile_predictions_loss: 461.3656 - logcount_predictions_loss: 1.1565 1397/1417 [============================>.] - ETA: 11s - loss: 468.7686 - logits_profile_predictions_loss: 461.3672 - logcount_predictions_loss: 1.1565 1398/1417 [============================>.] - ETA: 10s - loss: 468.7702 - logits_profile_predictions_loss: 461.3688 - logcount_predictions_loss: 1.1565 1399/1417 [============================>.] - ETA: 10s - loss: 468.7718 - 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[============================>.] - ETA: 6s - loss: 468.7824 - logits_profile_predictions_loss: 461.3808 - logcount_predictions_loss: 1.1565 1407/1417 [============================>.] - ETA: 5s - loss: 468.7839 - logits_profile_predictions_loss: 461.3822 - logcount_predictions_loss: 1.1565 1408/1417 [============================>.] - ETA: 5s - loss: 468.7853 - logits_profile_predictions_loss: 461.3836 - logcount_predictions_loss: 1.1565 1409/1417 [============================>.] - ETA: 4s - loss: 468.7866 - logits_profile_predictions_loss: 461.3849 - logcount_predictions_loss: 1.1565 1410/1417 [============================>.] - ETA: 3s - loss: 468.7881 - logits_profile_predictions_loss: 461.3863 - logcount_predictions_loss: 1.1565 1411/1417 [============================>.] - ETA: 3s - loss: 468.7894 - logits_profile_predictions_loss: 461.3877 - logcount_predictions_loss: 1.1565 1412/1417 [============================>.] - ETA: 2s - loss: 468.7908 - logits_profile_predictions_loss: 461.3890 - logcount_predictions_loss: 1.1565 1413/1417 [============================>.] - ETA: 2s - loss: 468.7921 - logits_profile_predictions_loss: 461.3903 - logcount_predictions_loss: 1.1565 1414/1417 [============================>.] - ETA: 1s - loss: 468.7935 - logits_profile_predictions_loss: 461.3916 - logcount_predictions_loss: 1.1566 1415/1417 [============================>.] - ETA: 1s - loss: 468.7949 - logits_profile_predictions_loss: 461.3930 - logcount_predictions_loss: 1.1566 1416/1417 [============================>.] - ETA: 0s - loss: 468.7962 - logits_profile_predictions_loss: 461.3943 - logcount_predictions_loss: 1.1566 1417/1417 [==============================] - ETA: 0s - loss: 468.7975 - logits_profile_predictions_loss: 461.3956 - logcount_predictions_loss: 1.1566 1417/1417 [==============================] - 828s 585ms/step - loss: 468.7989 - logits_profile_predictions_loss: 461.3969 - logcount_predictions_loss: 1.1566 - val_loss: 474.2757 - val_logits_profile_predictions_loss: 467.3945 - val_logcount_predictions_loss: 1.0752 Epoch 00006: val_loss improved from 484.87671 to 474.27573, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 Epoch 7/50 1/1417 [..............................] - ETA: 13:45 - loss: 373.5046 - logits_profile_predictions_loss: 365.1833 - logcount_predictions_loss: 1.3002 2/1417 [..............................] - ETA: 13:18 - loss: 407.8667 - logits_profile_predictions_loss: 399.7806 - logcount_predictions_loss: 1.2635 3/1417 [..............................] - ETA: 13:17 - loss: 438.0620 - logits_profile_predictions_loss: 430.2563 - logcount_predictions_loss: 1.2196 4/1417 [..............................] - ETA: 13:16 - loss: 440.5703 - logits_profile_predictions_loss: 433.0692 - logcount_predictions_loss: 1.1720 5/1417 [..............................] - ETA: 13:15 - loss: 439.7078 - logits_profile_predictions_loss: 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- loss: 444.6033 - logits_profile_predictions_loss: 437.6692 - logcount_predictions_loss: 1.0835 13/1417 [..............................] - ETA: 13:11 - loss: 444.7707 - logits_profile_predictions_loss: 437.8193 - logcount_predictions_loss: 1.0862 14/1417 [..............................] - ETA: 13:11 - loss: 445.1565 - logits_profile_predictions_loss: 438.1962 - logcount_predictions_loss: 1.0875 15/1417 [..............................] - ETA: 13:10 - loss: 445.6709 - logits_profile_predictions_loss: 438.6906 - logcount_predictions_loss: 1.0907 16/1417 [..............................] - ETA: 13:10 - loss: 445.5100 - logits_profile_predictions_loss: 438.5158 - logcount_predictions_loss: 1.0928 17/1417 [..............................] - ETA: 13:09 - loss: 445.9152 - logits_profile_predictions_loss: 438.9002 - logcount_predictions_loss: 1.0961 18/1417 [..............................] - ETA: 13:08 - loss: 446.2127 - logits_profile_predictions_loss: 439.1791 - logcount_predictions_loss: 1.0990 19/1417 [..............................] - ETA: 13:08 - loss: 446.2762 - logits_profile_predictions_loss: 439.2282 - logcount_predictions_loss: 1.1013 20/1417 [..............................] - ETA: 13:07 - loss: 446.2529 - logits_profile_predictions_loss: 439.1879 - logcount_predictions_loss: 1.1039 21/1417 [..............................] - ETA: 13:07 - loss: 446.2926 - logits_profile_predictions_loss: 439.2088 - logcount_predictions_loss: 1.1068 22/1417 [..............................] - ETA: 13:06 - loss: 446.4143 - logits_profile_predictions_loss: 439.3116 - logcount_predictions_loss: 1.1098 23/1417 [..............................] - ETA: 13:06 - loss: 446.4914 - logits_profile_predictions_loss: 439.3728 - logcount_predictions_loss: 1.1123 24/1417 [..............................] - ETA: 13:05 - loss: 446.6318 - logits_profile_predictions_loss: 439.4999 - logcount_predictions_loss: 1.1144 25/1417 [..............................] - ETA: 13:04 - loss: 446.8371 - 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[..............................] - ETA: 13:00 - loss: 448.3718 - logits_profile_predictions_loss: 441.2053 - logcount_predictions_loss: 1.1198 33/1417 [..............................] - ETA: 13:00 - loss: 448.6188 - logits_profile_predictions_loss: 441.4509 - logcount_predictions_loss: 1.1200 34/1417 [..............................] - ETA: 12:59 - loss: 448.9734 - logits_profile_predictions_loss: 441.8037 - logcount_predictions_loss: 1.1203 35/1417 [..............................] - ETA: 12:59 - loss: 449.2581 - logits_profile_predictions_loss: 442.0860 - logcount_predictions_loss: 1.1207 36/1417 [..............................] - ETA: 12:58 - loss: 449.4708 - logits_profile_predictions_loss: 442.2962 - logcount_predictions_loss: 1.1210 37/1417 [..............................] - ETA: 12:58 - loss: 449.6873 - logits_profile_predictions_loss: 442.5102 - logcount_predictions_loss: 1.1214 38/1417 [..............................] - ETA: 12:57 - loss: 449.8814 - 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[..............................] - ETA: 12:53 - loss: 451.5375 - logits_profile_predictions_loss: 444.3562 - logcount_predictions_loss: 1.1221 46/1417 [..............................] - ETA: 12:53 - loss: 451.7152 - logits_profile_predictions_loss: 444.5332 - logcount_predictions_loss: 1.1222 47/1417 [..............................] - ETA: 12:52 - loss: 451.9133 - logits_profile_predictions_loss: 444.7299 - logcount_predictions_loss: 1.1224 48/1417 [>.............................] - ETA: 12:52 - loss: 452.1207 - logits_profile_predictions_loss: 444.9365 - logcount_predictions_loss: 1.1225 49/1417 [>.............................] - ETA: 12:51 - loss: 452.3176 - logits_profile_predictions_loss: 445.1326 - logcount_predictions_loss: 1.1227 50/1417 [>.............................] - ETA: 12:51 - loss: 452.5165 - logits_profile_predictions_loss: 445.3317 - logcount_predictions_loss: 1.1226 51/1417 [>.............................] - ETA: 12:50 - loss: 452.6917 - 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[>.............................] - ETA: 12:46 - loss: 453.2805 - logits_profile_predictions_loss: 446.0853 - logcount_predictions_loss: 1.1243 59/1417 [>.............................] - ETA: 12:45 - loss: 453.2910 - logits_profile_predictions_loss: 446.0951 - logcount_predictions_loss: 1.1244 60/1417 [>.............................] - ETA: 12:45 - loss: 453.2939 - logits_profile_predictions_loss: 446.0969 - logcount_predictions_loss: 1.1245 61/1417 [>.............................] - ETA: 12:44 - loss: 453.2846 - logits_profile_predictions_loss: 446.0872 - logcount_predictions_loss: 1.1246 62/1417 [>.............................] - ETA: 12:44 - loss: 453.2907 - logits_profile_predictions_loss: 446.0932 - logcount_predictions_loss: 1.1246 63/1417 [>.............................] - ETA: 12:43 - loss: 453.2825 - logits_profile_predictions_loss: 446.0851 - logcount_predictions_loss: 1.1246 64/1417 [>.............................] - ETA: 12:43 - loss: 453.2459 - 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[>.............................] - ETA: 12:39 - loss: 452.9028 - logits_profile_predictions_loss: 445.7135 - logcount_predictions_loss: 1.1233 72/1417 [>.............................] - ETA: 12:38 - loss: 452.8815 - logits_profile_predictions_loss: 445.6935 - logcount_predictions_loss: 1.1231 73/1417 [>.............................] - ETA: 12:38 - loss: 452.8361 - logits_profile_predictions_loss: 445.6497 - logcount_predictions_loss: 1.1229 74/1417 [>.............................] - ETA: 12:37 - loss: 452.7916 - logits_profile_predictions_loss: 445.6064 - logcount_predictions_loss: 1.1227 75/1417 [>.............................] - ETA: 12:36 - loss: 452.7449 - logits_profile_predictions_loss: 445.5608 - logcount_predictions_loss: 1.1225 76/1417 [>.............................] - ETA: 12:36 - loss: 452.7108 - logits_profile_predictions_loss: 445.5281 - logcount_predictions_loss: 1.1223 77/1417 [>.............................] - ETA: 12:35 - loss: 452.6725 - 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[=====>........................] - ETA: 10:19 - loss: 455.5259 - logits_profile_predictions_loss: 448.3379 - logcount_predictions_loss: 1.1231 319/1417 [=====>........................] - ETA: 10:19 - loss: 455.5302 - logits_profile_predictions_loss: 448.3425 - logcount_predictions_loss: 1.1231 320/1417 [=====>........................] - ETA: 10:18 - loss: 455.5343 - logits_profile_predictions_loss: 448.3469 - logcount_predictions_loss: 1.1230 321/1417 [=====>........................] - ETA: 10:18 - loss: 455.5398 - logits_profile_predictions_loss: 448.3526 - logcount_predictions_loss: 1.1230 322/1417 [=====>........................] - ETA: 10:17 - loss: 455.5452 - logits_profile_predictions_loss: 448.3584 - logcount_predictions_loss: 1.1229 323/1417 [=====>........................] - ETA: 10:17 - loss: 455.5504 - logits_profile_predictions_loss: 448.3638 - logcount_predictions_loss: 1.1229 324/1417 [=====>........................] - ETA: 10:16 - loss: 455.5555 - 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[===========================>..] - ETA: 40s - loss: 461.0489 - logits_profile_predictions_loss: 453.8570 - logcount_predictions_loss: 1.1237 1346/1417 [===========================>..] - ETA: 40s - loss: 461.0513 - logits_profile_predictions_loss: 453.8594 - logcount_predictions_loss: 1.1237 1347/1417 [===========================>..] - ETA: 39s - loss: 461.0537 - logits_profile_predictions_loss: 453.8618 - logcount_predictions_loss: 1.1237 1348/1417 [===========================>..] - ETA: 38s - loss: 461.0561 - logits_profile_predictions_loss: 453.8641 - logcount_predictions_loss: 1.1238 1349/1417 [===========================>..] - ETA: 38s - loss: 461.0584 - logits_profile_predictions_loss: 453.8665 - logcount_predictions_loss: 1.1238 1350/1417 [===========================>..] - ETA: 37s - loss: 461.0607 - logits_profile_predictions_loss: 453.8687 - logcount_predictions_loss: 1.1238 1351/1417 [===========================>..] - ETA: 37s - loss: 461.0630 - 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[===========================>..] - ETA: 33s - loss: 461.0782 - logits_profile_predictions_loss: 453.8862 - logcount_predictions_loss: 1.1238 1359/1417 [===========================>..] - ETA: 32s - loss: 461.0803 - logits_profile_predictions_loss: 453.8883 - logcount_predictions_loss: 1.1238 1360/1417 [===========================>..] - ETA: 32s - loss: 461.0824 - logits_profile_predictions_loss: 453.8903 - logcount_predictions_loss: 1.1238 1361/1417 [===========================>..] - ETA: 31s - loss: 461.0845 - logits_profile_predictions_loss: 453.8924 - logcount_predictions_loss: 1.1238 1362/1417 [===========================>..] - ETA: 31s - loss: 461.0865 - logits_profile_predictions_loss: 453.8945 - logcount_predictions_loss: 1.1238 1363/1417 [===========================>..] - ETA: 30s - loss: 461.0886 - logits_profile_predictions_loss: 453.8965 - logcount_predictions_loss: 1.1238 1364/1417 [===========================>..] - ETA: 29s - loss: 461.0906 - logits_profile_predictions_loss: 453.8985 - logcount_predictions_loss: 1.1238 1365/1417 [===========================>..] - ETA: 29s - loss: 461.0926 - logits_profile_predictions_loss: 453.9005 - logcount_predictions_loss: 1.1238 1366/1417 [===========================>..] - ETA: 28s - loss: 461.0945 - logits_profile_predictions_loss: 453.9024 - logcount_predictions_loss: 1.1238 1367/1417 [===========================>..] - ETA: 28s - loss: 461.0964 - logits_profile_predictions_loss: 453.9043 - logcount_predictions_loss: 1.1238 1368/1417 [===========================>..] - ETA: 27s - loss: 461.0982 - logits_profile_predictions_loss: 453.9061 - logcount_predictions_loss: 1.1238 1369/1417 [===========================>..] - ETA: 27s - loss: 461.1000 - logits_profile_predictions_loss: 453.9079 - logcount_predictions_loss: 1.1238 1370/1417 [============================>.] - ETA: 26s - loss: 461.1017 - logits_profile_predictions_loss: 453.9096 - logcount_predictions_loss: 1.1238 1371/1417 [============================>.] - ETA: 25s - loss: 461.1035 - logits_profile_predictions_loss: 453.9114 - logcount_predictions_loss: 1.1238 1372/1417 [============================>.] - ETA: 25s - loss: 461.1053 - logits_profile_predictions_loss: 453.9132 - logcount_predictions_loss: 1.1238 1373/1417 [============================>.] - ETA: 24s - loss: 461.1071 - logits_profile_predictions_loss: 453.9150 - logcount_predictions_loss: 1.1238 1374/1417 [============================>.] - ETA: 24s - loss: 461.1089 - logits_profile_predictions_loss: 453.9167 - logcount_predictions_loss: 1.1238 1375/1417 [============================>.] - ETA: 23s - loss: 461.1106 - logits_profile_predictions_loss: 453.9185 - logcount_predictions_loss: 1.1238 1376/1417 [============================>.] - ETA: 23s - loss: 461.1124 - logits_profile_predictions_loss: 453.9202 - logcount_predictions_loss: 1.1238 1377/1417 [============================>.] - ETA: 22s - loss: 461.1141 - logits_profile_predictions_loss: 453.9219 - logcount_predictions_loss: 1.1238 1378/1417 [============================>.] - ETA: 21s - loss: 461.1158 - logits_profile_predictions_loss: 453.9236 - logcount_predictions_loss: 1.1238 1379/1417 [============================>.] - ETA: 21s - loss: 461.1176 - logits_profile_predictions_loss: 453.9254 - logcount_predictions_loss: 1.1238 1380/1417 [============================>.] - ETA: 20s - loss: 461.1193 - logits_profile_predictions_loss: 453.9271 - logcount_predictions_loss: 1.1238 1381/1417 [============================>.] - ETA: 20s - loss: 461.1210 - logits_profile_predictions_loss: 453.9288 - logcount_predictions_loss: 1.1238 1382/1417 [============================>.] - ETA: 19s - loss: 461.1228 - logits_profile_predictions_loss: 453.9306 - logcount_predictions_loss: 1.1238 1383/1417 [============================>.] - ETA: 19s - loss: 461.1246 - logits_profile_predictions_loss: 453.9323 - logcount_predictions_loss: 1.1238 1384/1417 [============================>.] - ETA: 18s - loss: 461.1263 - logits_profile_predictions_loss: 453.9340 - logcount_predictions_loss: 1.1238 1385/1417 [============================>.] - ETA: 18s - loss: 461.1280 - logits_profile_predictions_loss: 453.9357 - logcount_predictions_loss: 1.1238 1386/1417 [============================>.] - ETA: 17s - loss: 461.1297 - logits_profile_predictions_loss: 453.9374 - logcount_predictions_loss: 1.1238 1387/1417 [============================>.] - ETA: 16s - loss: 461.1314 - logits_profile_predictions_loss: 453.9392 - logcount_predictions_loss: 1.1238 1388/1417 [============================>.] - ETA: 16s - loss: 461.1332 - logits_profile_predictions_loss: 453.9409 - logcount_predictions_loss: 1.1238 1389/1417 [============================>.] - ETA: 15s - loss: 461.1349 - logits_profile_predictions_loss: 453.9426 - logcount_predictions_loss: 1.1238 1390/1417 [============================>.] - ETA: 15s - loss: 461.1366 - logits_profile_predictions_loss: 453.9443 - logcount_predictions_loss: 1.1238 1391/1417 [============================>.] - ETA: 14s - loss: 461.1384 - logits_profile_predictions_loss: 453.9461 - logcount_predictions_loss: 1.1238 1392/1417 [============================>.] - ETA: 14s - loss: 461.1401 - logits_profile_predictions_loss: 453.9478 - logcount_predictions_loss: 1.1238 1393/1417 [============================>.] - ETA: 13s - loss: 461.1419 - logits_profile_predictions_loss: 453.9496 - logcount_predictions_loss: 1.1238 1394/1417 [============================>.] - ETA: 12s - loss: 461.1437 - logits_profile_predictions_loss: 453.9514 - logcount_predictions_loss: 1.1238 1395/1417 [============================>.] - ETA: 12s - loss: 461.1456 - logits_profile_predictions_loss: 453.9533 - logcount_predictions_loss: 1.1238 1396/1417 [============================>.] - ETA: 11s - loss: 461.1474 - logits_profile_predictions_loss: 453.9551 - logcount_predictions_loss: 1.1238 1397/1417 [============================>.] - ETA: 11s - loss: 461.1494 - logits_profile_predictions_loss: 453.9570 - logcount_predictions_loss: 1.1238 1398/1417 [============================>.] - ETA: 10s - loss: 461.1513 - logits_profile_predictions_loss: 453.9590 - logcount_predictions_loss: 1.1238 1399/1417 [============================>.] - ETA: 10s - loss: 461.1532 - logits_profile_predictions_loss: 453.9609 - logcount_predictions_loss: 1.1238 1400/1417 [============================>.] - ETA: 9s - loss: 461.1551 - logits_profile_predictions_loss: 453.9627 - logcount_predictions_loss: 1.1238  1401/1417 [============================>.] - ETA: 9s - loss: 461.1569 - logits_profile_predictions_loss: 453.9646 - logcount_predictions_loss: 1.1238 1402/1417 [============================>.] - ETA: 8s - loss: 461.1588 - logits_profile_predictions_loss: 453.9664 - logcount_predictions_loss: 1.1238 1403/1417 [============================>.] - ETA: 7s - loss: 461.1607 - logits_profile_predictions_loss: 453.9684 - logcount_predictions_loss: 1.1238 1404/1417 [============================>.] - ETA: 7s - loss: 461.1627 - logits_profile_predictions_loss: 453.9703 - logcount_predictions_loss: 1.1238 1405/1417 [============================>.] - ETA: 6s - loss: 461.1647 - logits_profile_predictions_loss: 453.9724 - logcount_predictions_loss: 1.1238 1406/1417 [============================>.] - ETA: 6s - loss: 461.1668 - logits_profile_predictions_loss: 453.9744 - logcount_predictions_loss: 1.1238 1407/1417 [============================>.] - ETA: 5s - loss: 461.1688 - logits_profile_predictions_loss: 453.9765 - logcount_predictions_loss: 1.1238 1408/1417 [============================>.] - ETA: 5s - loss: 461.1709 - logits_profile_predictions_loss: 453.9786 - logcount_predictions_loss: 1.1238 1409/1417 [============================>.] - ETA: 4s - loss: 461.1730 - logits_profile_predictions_loss: 453.9807 - logcount_predictions_loss: 1.1238 1410/1417 [============================>.] - ETA: 3s - loss: 461.1752 - logits_profile_predictions_loss: 453.9828 - logcount_predictions_loss: 1.1238 1411/1417 [============================>.] - ETA: 3s - loss: 461.1774 - logits_profile_predictions_loss: 453.9850 - logcount_predictions_loss: 1.1238 1412/1417 [============================>.] - ETA: 2s - loss: 461.1795 - logits_profile_predictions_loss: 453.9871 - logcount_predictions_loss: 1.1238 1413/1417 [============================>.] - ETA: 2s - loss: 461.1818 - logits_profile_predictions_loss: 453.9894 - logcount_predictions_loss: 1.1238 1414/1417 [============================>.] - ETA: 1s - loss: 461.1840 - logits_profile_predictions_loss: 453.9917 - logcount_predictions_loss: 1.1238 1415/1417 [============================>.] - ETA: 1s - loss: 461.1864 - logits_profile_predictions_loss: 453.9940 - logcount_predictions_loss: 1.1238 1416/1417 [============================>.] - ETA: 0s - loss: 461.1887 - logits_profile_predictions_loss: 453.9963 - logcount_predictions_loss: 1.1238 1417/1417 [==============================] - ETA: 0s - loss: 461.1910 - logits_profile_predictions_loss: 453.9986 - logcount_predictions_loss: 1.1238 1417/1417 [==============================] - 828s 584ms/step - loss: 461.1932 - logits_profile_predictions_loss: 454.0008 - logcount_predictions_loss: 1.1238 - val_loss: 478.2805 - val_logits_profile_predictions_loss: 471.5138 - val_logcount_predictions_loss: 1.0573 Epoch 00007: val_loss did not improve from 474.27573 Epoch 8/50 1/1417 [..............................] - ETA: 13:45 - loss: 433.0299 - logits_profile_predictions_loss: 424.4885 - logcount_predictions_loss: 1.3346 2/1417 [..............................] - ETA: 13:18 - loss: 434.8189 - logits_profile_predictions_loss: 427.4174 - logcount_predictions_loss: 1.1565 3/1417 [..............................] - ETA: 13:18 - loss: 447.6296 - logits_profile_predictions_loss: 440.4629 - logcount_predictions_loss: 1.1198 4/1417 [..............................] - ETA: 13:17 - loss: 453.7994 - logits_profile_predictions_loss: 446.7356 - logcount_predictions_loss: 1.1037 5/1417 [..............................] - ETA: 13:17 - loss: 455.4248 - logits_profile_predictions_loss: 448.3612 - logcount_predictions_loss: 1.1037 6/1417 [..............................] - ETA: 13:16 - loss: 457.4424 - logits_profile_predictions_loss: 450.3768 - logcount_predictions_loss: 1.1040 7/1417 [..............................] - ETA: 13:16 - loss: 458.1619 - logits_profile_predictions_loss: 451.1398 - logcount_predictions_loss: 1.0972 8/1417 [..............................] - ETA: 13:15 - loss: 459.1280 - logits_profile_predictions_loss: 452.1265 - logcount_predictions_loss: 1.0940 9/1417 [..............................] - ETA: 13:14 - loss: 459.0229 - logits_profile_predictions_loss: 452.0265 - logcount_predictions_loss: 1.0932 10/1417 [..............................] - ETA: 13:14 - loss: 459.7499 - logits_profile_predictions_loss: 452.7254 - logcount_predictions_loss: 1.0976 11/1417 [..............................] - ETA: 13:13 - loss: 461.4176 - logits_profile_predictions_loss: 454.3850 - logcount_predictions_loss: 1.0988 12/1417 [..............................] - ETA: 13:13 - loss: 462.5935 - logits_profile_predictions_loss: 455.5685 - logcount_predictions_loss: 1.0977 13/1417 [..............................] - ETA: 13:12 - loss: 463.8995 - logits_profile_predictions_loss: 456.8810 - logcount_predictions_loss: 1.0966 14/1417 [..............................] - ETA: 13:12 - loss: 464.7467 - logits_profile_predictions_loss: 457.7308 - logcount_predictions_loss: 1.0962 15/1417 [..............................] - ETA: 13:11 - loss: 465.5859 - logits_profile_predictions_loss: 458.5703 - logcount_predictions_loss: 1.0962 16/1417 [..............................] - ETA: 13:11 - loss: 466.2153 - logits_profile_predictions_loss: 459.1999 - logcount_predictions_loss: 1.0962 17/1417 [..............................] - ETA: 13:10 - loss: 466.8944 - logits_profile_predictions_loss: 459.8816 - logcount_predictions_loss: 1.0957 18/1417 [..............................] - ETA: 13:10 - loss: 467.3008 - logits_profile_predictions_loss: 460.2860 - logcount_predictions_loss: 1.0961 19/1417 [..............................] - ETA: 13:09 - loss: 468.0508 - logits_profile_predictions_loss: 461.0315 - logcount_predictions_loss: 1.0968 20/1417 [..............................] - ETA: 13:09 - loss: 468.4370 - logits_profile_predictions_loss: 461.4093 - logcount_predictions_loss: 1.0981 21/1417 [..............................] - ETA: 13:08 - loss: 468.6642 - logits_profile_predictions_loss: 461.6280 - logcount_predictions_loss: 1.0994 22/1417 [..............................] - ETA: 13:07 - loss: 468.8883 - logits_profile_predictions_loss: 461.8481 - logcount_predictions_loss: 1.1000 23/1417 [..............................] - ETA: 13:07 - loss: 469.0997 - logits_profile_predictions_loss: 462.0591 - logcount_predictions_loss: 1.1001 24/1417 [..............................] - ETA: 13:06 - loss: 469.2317 - logits_profile_predictions_loss: 462.1916 - logcount_predictions_loss: 1.1000 25/1417 [..............................] - ETA: 13:06 - loss: 469.3097 - logits_profile_predictions_loss: 462.2709 - logcount_predictions_loss: 1.0998 26/1417 [..............................] - ETA: 13:05 - loss: 469.2706 - logits_profile_predictions_loss: 462.2344 - logcount_predictions_loss: 1.0994 27/1417 [..............................] - ETA: 13:05 - loss: 469.0766 - logits_profile_predictions_loss: 462.0461 - logcount_predictions_loss: 1.0985 28/1417 [..............................] - ETA: 13:04 - loss: 468.7567 - logits_profile_predictions_loss: 461.7334 - logcount_predictions_loss: 1.0974 29/1417 [..............................] - ETA: 13:04 - loss: 468.4895 - logits_profile_predictions_loss: 461.4722 - logcount_predictions_loss: 1.0964 30/1417 [..............................] - ETA: 13:03 - loss: 468.3772 - logits_profile_predictions_loss: 461.3613 - logcount_predictions_loss: 1.0962 31/1417 [..............................] - ETA: 13:03 - loss: 468.3724 - logits_profile_predictions_loss: 461.3591 - logcount_predictions_loss: 1.0958 32/1417 [..............................] - ETA: 13:02 - loss: 468.4553 - logits_profile_predictions_loss: 461.4435 - logcount_predictions_loss: 1.0956 33/1417 [..............................] - ETA: 13:01 - loss: 468.5792 - logits_profile_predictions_loss: 461.5701 - logcount_predictions_loss: 1.0952 34/1417 [..............................] - ETA: 13:01 - loss: 468.6814 - logits_profile_predictions_loss: 461.6750 - logcount_predictions_loss: 1.0948 35/1417 [..............................] - ETA: 13:00 - loss: 468.7807 - logits_profile_predictions_loss: 461.7779 - logcount_predictions_loss: 1.0942 36/1417 [..............................] - ETA: 13:00 - loss: 468.8981 - logits_profile_predictions_loss: 461.8969 - logcount_predictions_loss: 1.0939 37/1417 [..............................] - ETA: 12:59 - loss: 468.9787 - logits_profile_predictions_loss: 461.9790 - logcount_predictions_loss: 1.0937 38/1417 [..............................] - ETA: 12:59 - loss: 469.0318 - logits_profile_predictions_loss: 462.0350 - logcount_predictions_loss: 1.0932 39/1417 [..............................] - ETA: 12:58 - loss: 469.0773 - logits_profile_predictions_loss: 462.0837 - logcount_predictions_loss: 1.0927 40/1417 [..............................] - ETA: 12:57 - loss: 469.1001 - logits_profile_predictions_loss: 462.1089 - logcount_predictions_loss: 1.0924 41/1417 [..............................] - ETA: 12:57 - loss: 469.0580 - logits_profile_predictions_loss: 462.0694 - logcount_predictions_loss: 1.0920 42/1417 [..............................] - ETA: 12:56 - loss: 469.0130 - logits_profile_predictions_loss: 462.0275 - logcount_predictions_loss: 1.0915 43/1417 [..............................] - ETA: 12:56 - loss: 468.9237 - logits_profile_predictions_loss: 461.9416 - logcount_predictions_loss: 1.0909 44/1417 [..............................] - ETA: 12:55 - loss: 468.7715 - logits_profile_predictions_loss: 461.7933 - logcount_predictions_loss: 1.0904 45/1417 [..............................] - ETA: 12:55 - loss: 468.6303 - logits_profile_predictions_loss: 461.6539 - logcount_predictions_loss: 1.0901 46/1417 [..............................] - ETA: 12:54 - loss: 468.4533 - logits_profile_predictions_loss: 461.4789 - logcount_predictions_loss: 1.0897 47/1417 [..............................] - ETA: 12:54 - loss: 468.3151 - logits_profile_predictions_loss: 461.3424 - logcount_predictions_loss: 1.0895 48/1417 [>.............................] - ETA: 12:53 - loss: 468.1688 - logits_profile_predictions_loss: 461.1973 - logcount_predictions_loss: 1.0893 49/1417 [>.............................] - ETA: 12:52 - loss: 468.0471 - logits_profile_predictions_loss: 461.0775 - logcount_predictions_loss: 1.0890 50/1417 [>.............................] - ETA: 12:52 - loss: 467.9218 - logits_profile_predictions_loss: 460.9530 - logcount_predictions_loss: 1.0889 51/1417 [>.............................] - ETA: 12:51 - loss: 467.7366 - logits_profile_predictions_loss: 460.7692 - logcount_predictions_loss: 1.0887 52/1417 [>.............................] - ETA: 12:51 - loss: 467.5888 - logits_profile_predictions_loss: 460.6210 - logcount_predictions_loss: 1.0887 53/1417 [>.............................] - ETA: 12:50 - loss: 467.4473 - logits_profile_predictions_loss: 460.4793 - logcount_predictions_loss: 1.0887 54/1417 [>.............................] - ETA: 12:50 - loss: 467.3160 - logits_profile_predictions_loss: 460.3487 - logcount_predictions_loss: 1.0886 55/1417 [>.............................] - ETA: 12:49 - loss: 467.1978 - logits_profile_predictions_loss: 460.2310 - logcount_predictions_loss: 1.0886 56/1417 [>.............................] - ETA: 12:48 - loss: 467.1770 - logits_profile_predictions_loss: 460.2097 - logcount_predictions_loss: 1.0886 57/1417 [>.............................] - ETA: 12:48 - loss: 467.1711 - logits_profile_predictions_loss: 460.2041 - logcount_predictions_loss: 1.0886 58/1417 [>.............................] - ETA: 12:47 - loss: 467.1770 - logits_profile_predictions_loss: 460.2102 - logcount_predictions_loss: 1.0886 59/1417 [>.............................] - ETA: 12:47 - loss: 467.1759 - logits_profile_predictions_loss: 460.2097 - logcount_predictions_loss: 1.0885 60/1417 [>.............................] - ETA: 12:46 - loss: 467.1527 - logits_profile_predictions_loss: 460.1872 - logcount_predictions_loss: 1.0884 61/1417 [>.............................] - ETA: 12:46 - loss: 467.1097 - logits_profile_predictions_loss: 460.1451 - logcount_predictions_loss: 1.0882 62/1417 [>.............................] - ETA: 12:45 - loss: 467.0597 - logits_profile_predictions_loss: 460.0958 - logcount_predictions_loss: 1.0881 63/1417 [>.............................] - ETA: 12:44 - loss: 466.9955 - logits_profile_predictions_loss: 460.0319 - logcount_predictions_loss: 1.0880 64/1417 [>.............................] - ETA: 12:44 - loss: 466.9430 - logits_profile_predictions_loss: 459.9795 - logcount_predictions_loss: 1.0880 65/1417 [>.............................] - ETA: 12:43 - loss: 466.8770 - logits_profile_predictions_loss: 459.9136 - logcount_predictions_loss: 1.0880 66/1417 [>.............................] - ETA: 12:43 - loss: 466.7913 - logits_profile_predictions_loss: 459.8278 - logcount_predictions_loss: 1.0880 67/1417 [>.............................] - ETA: 12:42 - loss: 466.7081 - logits_profile_predictions_loss: 459.7444 - logcount_predictions_loss: 1.0881 68/1417 [>.............................] - ETA: 12:42 - loss: 466.6016 - logits_profile_predictions_loss: 459.6379 - logcount_predictions_loss: 1.0881 69/1417 [>.............................] - ETA: 12:41 - loss: 466.5133 - 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logits_profile_predictions_loss: 451.2641 - logcount_predictions_loss: 1.1123 239/1417 [====>.........................] - ETA: 11:03 - loss: 458.3876 - logits_profile_predictions_loss: 451.2685 - logcount_predictions_loss: 1.1124 240/1417 [====>.........................] - ETA: 11:03 - loss: 458.3924 - logits_profile_predictions_loss: 451.2729 - logcount_predictions_loss: 1.1124 241/1417 [====>.........................] - ETA: 11:02 - loss: 458.3962 - logits_profile_predictions_loss: 451.2766 - logcount_predictions_loss: 1.1124 242/1417 [====>.........................] - ETA: 11:02 - loss: 458.3990 - logits_profile_predictions_loss: 451.2791 - logcount_predictions_loss: 1.1125 243/1417 [====>.........................] - ETA: 11:01 - loss: 458.4002 - logits_profile_predictions_loss: 451.2801 - logcount_predictions_loss: 1.1125 244/1417 [====>.........................] - ETA: 11:01 - loss: 458.4010 - logits_profile_predictions_loss: 451.2807 - logcount_predictions_loss: 1.1126 245/1417 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[====>.........................] - ETA: 10:53 - loss: 458.3710 - logits_profile_predictions_loss: 451.2468 - logcount_predictions_loss: 1.1131 259/1417 [====>.........................] - ETA: 10:52 - loss: 458.3661 - logits_profile_predictions_loss: 451.2417 - logcount_predictions_loss: 1.1132 260/1417 [====>.........................] - ETA: 10:52 - loss: 458.3608 - logits_profile_predictions_loss: 451.2362 - logcount_predictions_loss: 1.1132 261/1417 [====>.........................] - ETA: 10:51 - loss: 458.3559 - logits_profile_predictions_loss: 451.2311 - logcount_predictions_loss: 1.1132 262/1417 [====>.........................] - ETA: 10:51 - loss: 458.3505 - logits_profile_predictions_loss: 451.2255 - logcount_predictions_loss: 1.1133 263/1417 [====>.........................] - ETA: 10:50 - loss: 458.3459 - logits_profile_predictions_loss: 451.2208 - logcount_predictions_loss: 1.1133 264/1417 [====>.........................] - ETA: 10:49 - loss: 458.3398 - 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[=====>........................] - ETA: 10:38 - loss: 458.1689 - logits_profile_predictions_loss: 451.0435 - logcount_predictions_loss: 1.1133 285/1417 [=====>........................] - ETA: 10:38 - loss: 458.1601 - logits_profile_predictions_loss: 451.0349 - logcount_predictions_loss: 1.1133 286/1417 [=====>........................] - ETA: 10:37 - loss: 458.1506 - logits_profile_predictions_loss: 451.0254 - logcount_predictions_loss: 1.1133 287/1417 [=====>........................] - ETA: 10:37 - loss: 458.1435 - logits_profile_predictions_loss: 451.0184 - logcount_predictions_loss: 1.1133 288/1417 [=====>........................] - ETA: 10:36 - loss: 458.1366 - logits_profile_predictions_loss: 451.0115 - logcount_predictions_loss: 1.1133 289/1417 [=====>........................] - ETA: 10:35 - loss: 458.1299 - logits_profile_predictions_loss: 451.0049 - logcount_predictions_loss: 1.1133 290/1417 [=====>........................] - ETA: 10:35 - loss: 458.1223 - 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[=====>........................] - ETA: 10:31 - loss: 458.0775 - logits_profile_predictions_loss: 450.9530 - logcount_predictions_loss: 1.1132 298/1417 [=====>........................] - ETA: 10:30 - loss: 458.0725 - logits_profile_predictions_loss: 450.9481 - logcount_predictions_loss: 1.1132 299/1417 [=====>........................] - ETA: 10:30 - loss: 458.0698 - logits_profile_predictions_loss: 450.9455 - logcount_predictions_loss: 1.1132 300/1417 [=====>........................] - ETA: 10:29 - loss: 458.0680 - logits_profile_predictions_loss: 450.9438 - logcount_predictions_loss: 1.1131 301/1417 [=====>........................] - ETA: 10:29 - loss: 458.0654 - logits_profile_predictions_loss: 450.9414 - logcount_predictions_loss: 1.1131 302/1417 [=====>........................] - ETA: 10:28 - loss: 458.0618 - logits_profile_predictions_loss: 450.9378 - logcount_predictions_loss: 1.1131 303/1417 [=====>........................] - ETA: 10:28 - loss: 458.0573 - logits_profile_predictions_loss: 450.9334 - logcount_predictions_loss: 1.1131 304/1417 [=====>........................] - ETA: 10:27 - loss: 458.0528 - logits_profile_predictions_loss: 450.9290 - logcount_predictions_loss: 1.1131 305/1417 [=====>........................] - ETA: 10:26 - loss: 458.0492 - logits_profile_predictions_loss: 450.9255 - logcount_predictions_loss: 1.1131 306/1417 [=====>........................] - ETA: 10:26 - loss: 458.0470 - logits_profile_predictions_loss: 450.9234 - logcount_predictions_loss: 1.1131 307/1417 [=====>........................] - ETA: 10:25 - loss: 458.0452 - logits_profile_predictions_loss: 450.9218 - logcount_predictions_loss: 1.1130 308/1417 [=====>........................] - ETA: 10:25 - loss: 458.0436 - logits_profile_predictions_loss: 450.9202 - logcount_predictions_loss: 1.1130 309/1417 [=====>........................] - ETA: 10:24 - loss: 458.0413 - logits_profile_predictions_loss: 450.9180 - logcount_predictions_loss: 1.1130 310/1417 [=====>........................] - ETA: 10:24 - loss: 458.0381 - logits_profile_predictions_loss: 450.9149 - logcount_predictions_loss: 1.1130 311/1417 [=====>........................] - ETA: 10:23 - loss: 458.0358 - logits_profile_predictions_loss: 450.9127 - logcount_predictions_loss: 1.1130 312/1417 [=====>........................] - ETA: 10:23 - loss: 458.0337 - logits_profile_predictions_loss: 450.9107 - logcount_predictions_loss: 1.1130 313/1417 [=====>........................] - ETA: 10:22 - loss: 458.0311 - logits_profile_predictions_loss: 450.9081 - logcount_predictions_loss: 1.1130 314/1417 [=====>........................] - ETA: 10:21 - loss: 458.0295 - logits_profile_predictions_loss: 450.9066 - logcount_predictions_loss: 1.1130 315/1417 [=====>........................] - ETA: 10:21 - loss: 458.0271 - logits_profile_predictions_loss: 450.9042 - logcount_predictions_loss: 1.1129 316/1417 [=====>........................] - ETA: 10:20 - loss: 458.0238 - 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[=====>........................] - ETA: 10:16 - loss: 458.0104 - logits_profile_predictions_loss: 450.8878 - logcount_predictions_loss: 1.1129 324/1417 [=====>........................] - ETA: 10:16 - loss: 458.0104 - logits_profile_predictions_loss: 450.8878 - logcount_predictions_loss: 1.1129 325/1417 [=====>........................] - ETA: 10:15 - loss: 458.0105 - logits_profile_predictions_loss: 450.8878 - logcount_predictions_loss: 1.1129 326/1417 [=====>........................] - ETA: 10:15 - loss: 458.0096 - logits_profile_predictions_loss: 450.8869 - logcount_predictions_loss: 1.1129 327/1417 [=====>........................] - ETA: 10:14 - loss: 458.0099 - logits_profile_predictions_loss: 450.8872 - logcount_predictions_loss: 1.1129 328/1417 [=====>........................] - ETA: 10:14 - loss: 458.0094 - logits_profile_predictions_loss: 450.8866 - logcount_predictions_loss: 1.1129 329/1417 [=====>........................] - ETA: 10:13 - loss: 458.0092 - 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[===========================>..] - ETA: 30s - loss: 457.2253 - logits_profile_predictions_loss: 450.1930 - logcount_predictions_loss: 1.0988 1364/1417 [===========================>..] - ETA: 29s - loss: 457.2255 - logits_profile_predictions_loss: 450.1932 - logcount_predictions_loss: 1.0988 1365/1417 [===========================>..] - ETA: 29s - loss: 457.2257 - logits_profile_predictions_loss: 450.1935 - logcount_predictions_loss: 1.0988 1366/1417 [===========================>..] - ETA: 28s - loss: 457.2260 - logits_profile_predictions_loss: 450.1938 - logcount_predictions_loss: 1.0988 1367/1417 [===========================>..] - ETA: 28s - loss: 457.2262 - logits_profile_predictions_loss: 450.1941 - logcount_predictions_loss: 1.0988 1368/1417 [===========================>..] - ETA: 27s - loss: 457.2264 - logits_profile_predictions_loss: 450.1944 - logcount_predictions_loss: 1.0988 1369/1417 [===========================>..] - ETA: 27s - loss: 457.2267 - 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[============================>.] - ETA: 23s - loss: 457.2282 - logits_profile_predictions_loss: 450.1965 - logcount_predictions_loss: 1.0987 1377/1417 [============================>.] - ETA: 22s - loss: 457.2284 - logits_profile_predictions_loss: 450.1968 - logcount_predictions_loss: 1.0987 1378/1417 [============================>.] - ETA: 22s - loss: 457.2286 - logits_profile_predictions_loss: 450.1970 - logcount_predictions_loss: 1.0987 1379/1417 [============================>.] - ETA: 21s - loss: 457.2287 - logits_profile_predictions_loss: 450.1972 - logcount_predictions_loss: 1.0987 1380/1417 [============================>.] - ETA: 20s - loss: 457.2289 - logits_profile_predictions_loss: 450.1974 - logcount_predictions_loss: 1.0987 1381/1417 [============================>.] - ETA: 20s - loss: 457.2291 - logits_profile_predictions_loss: 450.1977 - logcount_predictions_loss: 1.0987 1382/1417 [============================>.] - ETA: 19s - loss: 457.2294 - 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[============================>.] - ETA: 15s - loss: 457.2316 - logits_profile_predictions_loss: 450.2005 - logcount_predictions_loss: 1.0986 1390/1417 [============================>.] - ETA: 15s - loss: 457.2319 - logits_profile_predictions_loss: 450.2009 - logcount_predictions_loss: 1.0986 1391/1417 [============================>.] - ETA: 14s - loss: 457.2323 - logits_profile_predictions_loss: 450.2013 - logcount_predictions_loss: 1.0986 1392/1417 [============================>.] - ETA: 14s - loss: 457.2326 - logits_profile_predictions_loss: 450.2017 - logcount_predictions_loss: 1.0986 1393/1417 [============================>.] - ETA: 13s - loss: 457.2330 - logits_profile_predictions_loss: 450.2021 - logcount_predictions_loss: 1.0986 1394/1417 [============================>.] - ETA: 12s - loss: 457.2333 - logits_profile_predictions_loss: 450.2024 - logcount_predictions_loss: 1.0986 1395/1417 [============================>.] - ETA: 12s - loss: 457.2336 - 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[============================>.] - ETA: 8s - loss: 457.2363 - logits_profile_predictions_loss: 450.2058 - logcount_predictions_loss: 1.0985 1403/1417 [============================>.] - ETA: 7s - loss: 457.2366 - logits_profile_predictions_loss: 450.2062 - logcount_predictions_loss: 1.0985 1404/1417 [============================>.] - ETA: 7s - loss: 457.2370 - logits_profile_predictions_loss: 450.2066 - logcount_predictions_loss: 1.0985 1405/1417 [============================>.] - ETA: 6s - loss: 457.2373 - logits_profile_predictions_loss: 450.2069 - logcount_predictions_loss: 1.0985 1406/1417 [============================>.] - ETA: 6s - loss: 457.2377 - logits_profile_predictions_loss: 450.2073 - logcount_predictions_loss: 1.0985 1407/1417 [============================>.] - ETA: 5s - loss: 457.2379 - logits_profile_predictions_loss: 450.2077 - logcount_predictions_loss: 1.0985 1408/1417 [============================>.] - ETA: 5s - loss: 457.2382 - logits_profile_predictions_loss: 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loss: 457.2401 - logits_profile_predictions_loss: 450.2102 - logcount_predictions_loss: 1.0984 1416/1417 [============================>.] - ETA: 0s - loss: 457.2405 - logits_profile_predictions_loss: 450.2106 - logcount_predictions_loss: 1.0984 1417/1417 [==============================] - ETA: 0s - loss: 457.2408 - logits_profile_predictions_loss: 450.2110 - logcount_predictions_loss: 1.0984 1417/1417 [==============================] - 829s 585ms/step - loss: 457.2412 - logits_profile_predictions_loss: 450.2114 - logcount_predictions_loss: 1.0984 - val_loss: 467.2847 - val_logits_profile_predictions_loss: 461.4186 - val_logcount_predictions_loss: 0.9166 Epoch 00008: val_loss improved from 474.27573 to 467.28467, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 Epoch 9/50 1/1417 [..............................] - ETA: 13:49 - loss: 343.4231 - logits_profile_predictions_loss: 337.3690 - 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15/1417 [..............................] - ETA: 13:11 - loss: 435.9667 - logits_profile_predictions_loss: 429.8878 - logcount_predictions_loss: 0.9498 16/1417 [..............................] - ETA: 13:10 - loss: 437.2092 - logits_profile_predictions_loss: 431.0943 - logcount_predictions_loss: 0.9555 17/1417 [..............................] - ETA: 13:09 - loss: 438.1704 - logits_profile_predictions_loss: 432.0243 - logcount_predictions_loss: 0.9603 18/1417 [..............................] - ETA: 13:09 - loss: 438.9523 - logits_profile_predictions_loss: 432.7804 - logcount_predictions_loss: 0.9644 19/1417 [..............................] - ETA: 13:08 - loss: 439.6834 - logits_profile_predictions_loss: 433.4852 - logcount_predictions_loss: 0.9685 20/1417 [..............................] - ETA: 13:08 - loss: 440.3297 - logits_profile_predictions_loss: 434.1076 - logcount_predictions_loss: 0.9722 21/1417 [..............................] - ETA: 13:07 - loss: 440.9465 - 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[..............................] - ETA: 13:03 - loss: 443.6409 - logits_profile_predictions_loss: 437.2913 - logcount_predictions_loss: 0.9921 29/1417 [..............................] - ETA: 13:03 - loss: 444.0656 - logits_profile_predictions_loss: 437.7006 - logcount_predictions_loss: 0.9945 30/1417 [..............................] - ETA: 13:02 - loss: 444.3444 - logits_profile_predictions_loss: 437.9671 - logcount_predictions_loss: 0.9965 31/1417 [..............................] - ETA: 13:02 - loss: 444.5655 - logits_profile_predictions_loss: 438.1777 - logcount_predictions_loss: 0.9981 32/1417 [..............................] - ETA: 13:01 - loss: 444.7866 - logits_profile_predictions_loss: 438.3895 - logcount_predictions_loss: 0.9995 33/1417 [..............................] - ETA: 13:00 - loss: 445.0140 - logits_profile_predictions_loss: 438.6069 - logcount_predictions_loss: 1.0011 34/1417 [..............................] - ETA: 13:00 - loss: 445.1987 - 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[..............................] - ETA: 12:56 - loss: 445.5180 - logits_profile_predictions_loss: 439.0504 - logcount_predictions_loss: 1.0106 42/1417 [..............................] - ETA: 12:55 - loss: 445.5174 - logits_profile_predictions_loss: 439.0442 - logcount_predictions_loss: 1.0114 43/1417 [..............................] - ETA: 12:55 - loss: 445.5486 - logits_profile_predictions_loss: 439.0703 - logcount_predictions_loss: 1.0122 44/1417 [..............................] - ETA: 12:54 - loss: 445.5633 - logits_profile_predictions_loss: 439.0796 - logcount_predictions_loss: 1.0131 45/1417 [..............................] - ETA: 12:54 - loss: 445.5389 - logits_profile_predictions_loss: 439.0496 - logcount_predictions_loss: 1.0139 46/1417 [..............................] - ETA: 12:53 - loss: 445.5122 - logits_profile_predictions_loss: 439.0174 - logcount_predictions_loss: 1.0148 47/1417 [..............................] - ETA: 12:52 - loss: 445.4531 - 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[=====>........................] - ETA: 10:37 - loss: 447.1896 - logits_profile_predictions_loss: 440.3980 - logcount_predictions_loss: 1.0612 289/1417 [=====>........................] - ETA: 10:36 - loss: 447.2040 - logits_profile_predictions_loss: 440.4125 - logcount_predictions_loss: 1.0612 290/1417 [=====>........................] - ETA: 10:36 - loss: 447.2168 - logits_profile_predictions_loss: 440.4253 - logcount_predictions_loss: 1.0612 291/1417 [=====>........................] - ETA: 10:35 - loss: 447.2291 - logits_profile_predictions_loss: 440.4377 - logcount_predictions_loss: 1.0612 292/1417 [=====>........................] - ETA: 10:34 - loss: 447.2413 - logits_profile_predictions_loss: 440.4500 - logcount_predictions_loss: 1.0612 293/1417 [=====>........................] - ETA: 10:34 - loss: 447.2535 - logits_profile_predictions_loss: 440.4621 - logcount_predictions_loss: 1.0612 294/1417 [=====>........................] - ETA: 10:33 - loss: 447.2665 - 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[=====>........................] - ETA: 10:29 - loss: 447.3604 - logits_profile_predictions_loss: 440.5687 - logcount_predictions_loss: 1.0612 302/1417 [=====>........................] - ETA: 10:29 - loss: 447.3734 - logits_profile_predictions_loss: 440.5817 - logcount_predictions_loss: 1.0612 303/1417 [=====>........................] - ETA: 10:28 - loss: 447.3857 - logits_profile_predictions_loss: 440.5941 - logcount_predictions_loss: 1.0612 304/1417 [=====>........................] - ETA: 10:28 - loss: 447.3977 - logits_profile_predictions_loss: 440.6061 - logcount_predictions_loss: 1.0612 305/1417 [=====>........................] - ETA: 10:27 - loss: 447.4095 - logits_profile_predictions_loss: 440.6179 - logcount_predictions_loss: 1.0612 306/1417 [=====>........................] - ETA: 10:27 - loss: 447.4216 - logits_profile_predictions_loss: 440.6299 - logcount_predictions_loss: 1.0612 307/1417 [=====>........................] - ETA: 10:26 - loss: 447.4329 - 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[=====>........................] - ETA: 10:22 - loss: 447.5058 - logits_profile_predictions_loss: 440.7140 - logcount_predictions_loss: 1.0612 315/1417 [=====>........................] - ETA: 10:21 - loss: 447.5161 - logits_profile_predictions_loss: 440.7242 - logcount_predictions_loss: 1.0612 316/1417 [=====>........................] - ETA: 10:21 - loss: 447.5262 - logits_profile_predictions_loss: 440.7343 - logcount_predictions_loss: 1.0612 317/1417 [=====>........................] - ETA: 10:20 - loss: 447.5347 - logits_profile_predictions_loss: 440.7427 - logcount_predictions_loss: 1.0612 318/1417 [=====>........................] - ETA: 10:20 - loss: 447.5428 - logits_profile_predictions_loss: 440.7508 - logcount_predictions_loss: 1.0613 319/1417 [=====>........................] - ETA: 10:19 - loss: 447.5506 - logits_profile_predictions_loss: 440.7585 - logcount_predictions_loss: 1.0613 320/1417 [=====>........................] - ETA: 10:19 - loss: 447.5574 - 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[==========================>...] - ETA: 57s - loss: 449.6164 - logits_profile_predictions_loss: 442.8454 - logcount_predictions_loss: 1.0580 1316/1417 [==========================>...] - ETA: 56s - loss: 449.6185 - logits_profile_predictions_loss: 442.8474 - logcount_predictions_loss: 1.0580 1317/1417 [==========================>...] - ETA: 56s - loss: 449.6205 - logits_profile_predictions_loss: 442.8495 - logcount_predictions_loss: 1.0580 1318/1417 [==========================>...] - ETA: 55s - loss: 449.6227 - logits_profile_predictions_loss: 442.8516 - logcount_predictions_loss: 1.0580 1319/1417 [==========================>...] - ETA: 55s - loss: 449.6248 - logits_profile_predictions_loss: 442.8537 - logcount_predictions_loss: 1.0580 1320/1417 [==========================>...] - ETA: 54s - loss: 449.6270 - logits_profile_predictions_loss: 442.8559 - logcount_predictions_loss: 1.0580 1321/1417 [==========================>...] - ETA: 54s - loss: 449.6292 - 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[===========================>..] - ETA: 50s - loss: 449.6440 - logits_profile_predictions_loss: 442.8726 - logcount_predictions_loss: 1.0580 1329/1417 [===========================>..] - ETA: 49s - loss: 449.6462 - logits_profile_predictions_loss: 442.8748 - logcount_predictions_loss: 1.0580 1330/1417 [===========================>..] - ETA: 49s - loss: 449.6483 - logits_profile_predictions_loss: 442.8769 - logcount_predictions_loss: 1.0580 1331/1417 [===========================>..] - ETA: 48s - loss: 449.6505 - logits_profile_predictions_loss: 442.8791 - logcount_predictions_loss: 1.0580 1332/1417 [===========================>..] - ETA: 47s - loss: 449.6527 - logits_profile_predictions_loss: 442.8812 - logcount_predictions_loss: 1.0580 1333/1417 [===========================>..] - ETA: 47s - loss: 449.6548 - logits_profile_predictions_loss: 442.8834 - logcount_predictions_loss: 1.0580 1334/1417 [===========================>..] - ETA: 46s - loss: 449.6570 - logits_profile_predictions_loss: 442.8855 - logcount_predictions_loss: 1.0581 1335/1417 [===========================>..] - ETA: 46s - loss: 449.6591 - logits_profile_predictions_loss: 442.8876 - logcount_predictions_loss: 1.0581 1336/1417 [===========================>..] - ETA: 45s - loss: 449.6612 - logits_profile_predictions_loss: 442.8897 - logcount_predictions_loss: 1.0581 1337/1417 [===========================>..] - ETA: 45s - loss: 449.6634 - logits_profile_predictions_loss: 442.8918 - logcount_predictions_loss: 1.0581 1338/1417 [===========================>..] - ETA: 44s - loss: 449.6655 - logits_profile_predictions_loss: 442.8939 - logcount_predictions_loss: 1.0581 1339/1417 [===========================>..] - ETA: 44s - loss: 449.6676 - logits_profile_predictions_loss: 442.8961 - logcount_predictions_loss: 1.0581 1340/1417 [===========================>..] - ETA: 43s - loss: 449.6697 - logits_profile_predictions_loss: 442.8981 - logcount_predictions_loss: 1.0581 1341/1417 [===========================>..] - ETA: 42s - loss: 449.6717 - logits_profile_predictions_loss: 442.9001 - logcount_predictions_loss: 1.0581 1342/1417 [===========================>..] - ETA: 42s - loss: 449.6737 - logits_profile_predictions_loss: 442.9021 - logcount_predictions_loss: 1.0581 1343/1417 [===========================>..] - ETA: 41s - loss: 449.6758 - logits_profile_predictions_loss: 442.9041 - logcount_predictions_loss: 1.0581 1344/1417 [===========================>..] - ETA: 41s - loss: 449.6777 - logits_profile_predictions_loss: 442.9060 - logcount_predictions_loss: 1.0581 1345/1417 [===========================>..] - ETA: 40s - loss: 449.6797 - logits_profile_predictions_loss: 442.9080 - logcount_predictions_loss: 1.0581 1346/1417 [===========================>..] - ETA: 40s - loss: 449.6817 - logits_profile_predictions_loss: 442.9100 - logcount_predictions_loss: 1.0581 1347/1417 [===========================>..] - ETA: 39s - loss: 449.6838 - logits_profile_predictions_loss: 442.9120 - logcount_predictions_loss: 1.0581 1348/1417 [===========================>..] - ETA: 38s - loss: 449.6858 - logits_profile_predictions_loss: 442.9140 - logcount_predictions_loss: 1.0581 1349/1417 [===========================>..] - ETA: 38s - loss: 449.6878 - logits_profile_predictions_loss: 442.9160 - logcount_predictions_loss: 1.0581 1350/1417 [===========================>..] - ETA: 37s - loss: 449.6899 - logits_profile_predictions_loss: 442.9181 - logcount_predictions_loss: 1.0581 1351/1417 [===========================>..] - ETA: 37s - loss: 449.6921 - logits_profile_predictions_loss: 442.9202 - logcount_predictions_loss: 1.0581 1352/1417 [===========================>..] - ETA: 36s - loss: 449.6941 - logits_profile_predictions_loss: 442.9222 - logcount_predictions_loss: 1.0581 1353/1417 [===========================>..] - ETA: 36s - loss: 449.6961 - logits_profile_predictions_loss: 442.9242 - logcount_predictions_loss: 1.0581 1354/1417 [===========================>..] - ETA: 35s - loss: 449.6981 - logits_profile_predictions_loss: 442.9261 - logcount_predictions_loss: 1.0581 1355/1417 [===========================>..] - ETA: 34s - loss: 449.7001 - logits_profile_predictions_loss: 442.9281 - logcount_predictions_loss: 1.0581 1356/1417 [===========================>..] - ETA: 34s - loss: 449.7021 - logits_profile_predictions_loss: 442.9300 - logcount_predictions_loss: 1.0581 1357/1417 [===========================>..] - ETA: 33s - loss: 449.7040 - logits_profile_predictions_loss: 442.9319 - logcount_predictions_loss: 1.0581 1358/1417 [===========================>..] - ETA: 33s - loss: 449.7060 - logits_profile_predictions_loss: 442.9339 - logcount_predictions_loss: 1.0581 1359/1417 [===========================>..] - ETA: 32s - loss: 449.7079 - logits_profile_predictions_loss: 442.9357 - logcount_predictions_loss: 1.0582 1360/1417 [===========================>..] - ETA: 32s - loss: 449.7098 - logits_profile_predictions_loss: 442.9377 - logcount_predictions_loss: 1.0582 1361/1417 [===========================>..] - ETA: 31s - loss: 449.7117 - logits_profile_predictions_loss: 442.9396 - logcount_predictions_loss: 1.0582 1362/1417 [===========================>..] - ETA: 31s - loss: 449.7137 - logits_profile_predictions_loss: 442.9415 - logcount_predictions_loss: 1.0582 1363/1417 [===========================>..] - ETA: 30s - loss: 449.7156 - logits_profile_predictions_loss: 442.9434 - logcount_predictions_loss: 1.0582 1364/1417 [===========================>..] - ETA: 29s - loss: 449.7175 - logits_profile_predictions_loss: 442.9453 - logcount_predictions_loss: 1.0582 1365/1417 [===========================>..] - ETA: 29s - loss: 449.7195 - logits_profile_predictions_loss: 442.9472 - logcount_predictions_loss: 1.0582 1366/1417 [===========================>..] - ETA: 28s - loss: 449.7214 - logits_profile_predictions_loss: 442.9491 - logcount_predictions_loss: 1.0582 1367/1417 [===========================>..] - ETA: 28s - loss: 449.7233 - logits_profile_predictions_loss: 442.9510 - logcount_predictions_loss: 1.0582 1368/1417 [===========================>..] - ETA: 27s - loss: 449.7252 - logits_profile_predictions_loss: 442.9529 - logcount_predictions_loss: 1.0582 1369/1417 [===========================>..] - ETA: 27s - loss: 449.7272 - logits_profile_predictions_loss: 442.9548 - logcount_predictions_loss: 1.0582 1370/1417 [============================>.] - ETA: 26s - loss: 449.7291 - logits_profile_predictions_loss: 442.9567 - logcount_predictions_loss: 1.0582 1371/1417 [============================>.] - ETA: 25s - loss: 449.7311 - logits_profile_predictions_loss: 442.9586 - logcount_predictions_loss: 1.0582 1372/1417 [============================>.] - ETA: 25s - loss: 449.7331 - logits_profile_predictions_loss: 442.9606 - logcount_predictions_loss: 1.0582 1373/1417 [============================>.] - ETA: 24s - loss: 449.7351 - logits_profile_predictions_loss: 442.9626 - logcount_predictions_loss: 1.0582 1374/1417 [============================>.] - ETA: 24s - loss: 449.7371 - logits_profile_predictions_loss: 442.9646 - logcount_predictions_loss: 1.0582 1375/1417 [============================>.] - ETA: 23s - loss: 449.7391 - logits_profile_predictions_loss: 442.9666 - logcount_predictions_loss: 1.0582 1376/1417 [============================>.] - ETA: 23s - loss: 449.7412 - logits_profile_predictions_loss: 442.9686 - logcount_predictions_loss: 1.0582 1377/1417 [============================>.] - ETA: 22s - loss: 449.7432 - logits_profile_predictions_loss: 442.9706 - logcount_predictions_loss: 1.0582 1378/1417 [============================>.] - ETA: 22s - loss: 449.7453 - logits_profile_predictions_loss: 442.9727 - logcount_predictions_loss: 1.0582 1379/1417 [============================>.] - ETA: 21s - loss: 449.7474 - logits_profile_predictions_loss: 442.9747 - logcount_predictions_loss: 1.0582 1380/1417 [============================>.] - ETA: 20s - loss: 449.7495 - logits_profile_predictions_loss: 442.9768 - logcount_predictions_loss: 1.0582 1381/1417 [============================>.] - ETA: 20s - loss: 449.7515 - logits_profile_predictions_loss: 442.9788 - logcount_predictions_loss: 1.0582 1382/1417 [============================>.] - ETA: 19s - loss: 449.7536 - logits_profile_predictions_loss: 442.9809 - logcount_predictions_loss: 1.0582 1383/1417 [============================>.] - ETA: 19s - loss: 449.7557 - logits_profile_predictions_loss: 442.9830 - logcount_predictions_loss: 1.0583 1384/1417 [============================>.] - ETA: 18s - loss: 449.7579 - logits_profile_predictions_loss: 442.9851 - logcount_predictions_loss: 1.0583 1385/1417 [============================>.] - ETA: 18s - loss: 449.7601 - logits_profile_predictions_loss: 442.9873 - logcount_predictions_loss: 1.0583 1386/1417 [============================>.] - ETA: 17s - loss: 449.7623 - logits_profile_predictions_loss: 442.9894 - logcount_predictions_loss: 1.0583 1387/1417 [============================>.] - ETA: 16s - loss: 449.7644 - logits_profile_predictions_loss: 442.9915 - logcount_predictions_loss: 1.0583 1388/1417 [============================>.] - ETA: 16s - loss: 449.7665 - logits_profile_predictions_loss: 442.9936 - logcount_predictions_loss: 1.0583 1389/1417 [============================>.] - ETA: 15s - loss: 449.7687 - logits_profile_predictions_loss: 442.9957 - logcount_predictions_loss: 1.0583 1390/1417 [============================>.] - ETA: 15s - loss: 449.7708 - logits_profile_predictions_loss: 442.9978 - logcount_predictions_loss: 1.0583 1391/1417 [============================>.] - ETA: 14s - loss: 449.7729 - logits_profile_predictions_loss: 442.9999 - logcount_predictions_loss: 1.0583 1392/1417 [============================>.] - ETA: 14s - loss: 449.7751 - logits_profile_predictions_loss: 443.0020 - logcount_predictions_loss: 1.0583 1393/1417 [============================>.] - ETA: 13s - loss: 449.7771 - logits_profile_predictions_loss: 443.0041 - logcount_predictions_loss: 1.0583 1394/1417 [============================>.] - ETA: 12s - loss: 449.7792 - logits_profile_predictions_loss: 443.0061 - logcount_predictions_loss: 1.0583 1395/1417 [============================>.] - ETA: 12s - loss: 449.7812 - logits_profile_predictions_loss: 443.0081 - logcount_predictions_loss: 1.0583 1396/1417 [============================>.] - ETA: 11s - loss: 449.7832 - logits_profile_predictions_loss: 443.0101 - logcount_predictions_loss: 1.0583 1397/1417 [============================>.] - ETA: 11s - loss: 449.7852 - logits_profile_predictions_loss: 443.0120 - logcount_predictions_loss: 1.0583 1398/1417 [============================>.] - ETA: 10s - loss: 449.7872 - logits_profile_predictions_loss: 443.0140 - logcount_predictions_loss: 1.0583 1399/1417 [============================>.] - ETA: 10s - loss: 449.7891 - logits_profile_predictions_loss: 443.0160 - logcount_predictions_loss: 1.0583 1400/1417 [============================>.] - ETA: 9s - loss: 449.7911 - logits_profile_predictions_loss: 443.0179 - logcount_predictions_loss: 1.0583  1401/1417 [============================>.] - ETA: 9s - loss: 449.7930 - logits_profile_predictions_loss: 443.0198 - logcount_predictions_loss: 1.0583 1402/1417 [============================>.] - ETA: 8s - loss: 449.7949 - logits_profile_predictions_loss: 443.0216 - logcount_predictions_loss: 1.0583 1403/1417 [============================>.] - ETA: 7s - loss: 449.7967 - logits_profile_predictions_loss: 443.0235 - logcount_predictions_loss: 1.0583 1404/1417 [============================>.] - ETA: 7s - loss: 449.7986 - logits_profile_predictions_loss: 443.0253 - logcount_predictions_loss: 1.0583 1405/1417 [============================>.] - ETA: 6s - loss: 449.8004 - logits_profile_predictions_loss: 443.0271 - logcount_predictions_loss: 1.0583 1406/1417 [============================>.] - ETA: 6s - loss: 449.8022 - logits_profile_predictions_loss: 443.0288 - logcount_predictions_loss: 1.0583 1407/1417 [============================>.] - ETA: 5s - loss: 449.8039 - logits_profile_predictions_loss: 443.0305 - logcount_predictions_loss: 1.0583 1408/1417 [============================>.] - ETA: 5s - loss: 449.8056 - logits_profile_predictions_loss: 443.0322 - logcount_predictions_loss: 1.0584 1409/1417 [============================>.] - ETA: 4s - loss: 449.8073 - logits_profile_predictions_loss: 443.0339 - logcount_predictions_loss: 1.0584 1410/1417 [============================>.] - ETA: 3s - loss: 449.8090 - logits_profile_predictions_loss: 443.0356 - logcount_predictions_loss: 1.0584 1411/1417 [============================>.] - ETA: 3s - loss: 449.8108 - logits_profile_predictions_loss: 443.0373 - logcount_predictions_loss: 1.0584 1412/1417 [============================>.] - ETA: 2s - loss: 449.8125 - logits_profile_predictions_loss: 443.0390 - logcount_predictions_loss: 1.0584 1413/1417 [============================>.] - ETA: 2s - loss: 449.8142 - logits_profile_predictions_loss: 443.0407 - logcount_predictions_loss: 1.0584 1414/1417 [============================>.] - ETA: 1s - loss: 449.8159 - logits_profile_predictions_loss: 443.0423 - logcount_predictions_loss: 1.0584 1415/1417 [============================>.] - ETA: 1s - loss: 449.8176 - logits_profile_predictions_loss: 443.0440 - logcount_predictions_loss: 1.0584 1416/1417 [============================>.] - ETA: 0s - loss: 449.8192 - logits_profile_predictions_loss: 443.0456 - logcount_predictions_loss: 1.0584 1417/1417 [==============================] - ETA: 0s - loss: 449.8208 - logits_profile_predictions_loss: 443.0472 - logcount_predictions_loss: 1.0584 1417/1417 [==============================] - 828s 584ms/step - loss: 449.8225 - logits_profile_predictions_loss: 443.0489 - logcount_predictions_loss: 1.0584 - val_loss: 473.0313 - val_logits_profile_predictions_loss: 466.9976 - val_logcount_predictions_loss: 0.9428 Epoch 00009: val_loss did not improve from 467.28467 Epoch 10/50 1/1417 [..............................] - ETA: 13:45 - loss: 510.6124 - logits_profile_predictions_loss: 503.3439 - logcount_predictions_loss: 1.1357 2/1417 [..............................] - ETA: 13:17 - loss: 498.7370 - logits_profile_predictions_loss: 491.5780 - logcount_predictions_loss: 1.1186 3/1417 [..............................] - ETA: 13:17 - loss: 478.8307 - logits_profile_predictions_loss: 471.7009 - logcount_predictions_loss: 1.1140 4/1417 [..............................] - ETA: 13:16 - loss: 466.1764 - logits_profile_predictions_loss: 459.0020 - logcount_predictions_loss: 1.1210 5/1417 [..............................] - ETA: 13:16 - loss: 460.3085 - logits_profile_predictions_loss: 453.0225 - logcount_predictions_loss: 1.1384 6/1417 [..............................] - ETA: 13:16 - loss: 454.0541 - logits_profile_predictions_loss: 446.7421 - logcount_predictions_loss: 1.1425 7/1417 [..............................] - ETA: 13:15 - loss: 447.9281 - logits_profile_predictions_loss: 440.6213 - logcount_predictions_loss: 1.1417 8/1417 [..............................] - ETA: 13:14 - loss: 443.2745 - logits_profile_predictions_loss: 435.9924 - logcount_predictions_loss: 1.1378 9/1417 [..............................] - ETA: 13:14 - loss: 439.9124 - logits_profile_predictions_loss: 432.6573 - logcount_predictions_loss: 1.1336 10/1417 [..............................] - ETA: 13:13 - loss: 437.5542 - logits_profile_predictions_loss: 430.3357 - logcount_predictions_loss: 1.1279 11/1417 [..............................] - ETA: 13:13 - loss: 436.2842 - logits_profile_predictions_loss: 429.1012 - logcount_predictions_loss: 1.1224 12/1417 [..............................] - ETA: 13:12 - loss: 435.2811 - logits_profile_predictions_loss: 428.1388 - logcount_predictions_loss: 1.1160 13/1417 [..............................] - ETA: 13:12 - loss: 434.6320 - logits_profile_predictions_loss: 427.5335 - logcount_predictions_loss: 1.1091 14/1417 [..............................] - ETA: 13:11 - loss: 433.8978 - logits_profile_predictions_loss: 426.8373 - logcount_predictions_loss: 1.1032 15/1417 [..............................] - ETA: 13:10 - loss: 433.2210 - logits_profile_predictions_loss: 426.1976 - logcount_predictions_loss: 1.0974 16/1417 [..............................] - ETA: 13:10 - loss: 433.3113 - logits_profile_predictions_loss: 426.3172 - logcount_predictions_loss: 1.0928 17/1417 [..............................] - ETA: 13:09 - loss: 433.2042 - logits_profile_predictions_loss: 426.2379 - logcount_predictions_loss: 1.0885 18/1417 [..............................] - ETA: 13:09 - loss: 433.2968 - logits_profile_predictions_loss: 426.3564 - logcount_predictions_loss: 1.0844 19/1417 [..............................] - ETA: 13:08 - loss: 433.5790 - logits_profile_predictions_loss: 426.6666 - logcount_predictions_loss: 1.0801 20/1417 [..............................] - ETA: 13:08 - loss: 433.7863 - logits_profile_predictions_loss: 426.8984 - logcount_predictions_loss: 1.0762 21/1417 [..............................] - ETA: 13:07 - loss: 433.9477 - logits_profile_predictions_loss: 427.0820 - logcount_predictions_loss: 1.0728 22/1417 [..............................] - ETA: 13:06 - loss: 433.8740 - logits_profile_predictions_loss: 427.0325 - logcount_predictions_loss: 1.0690 23/1417 [..............................] - ETA: 13:06 - loss: 433.5883 - logits_profile_predictions_loss: 426.7708 - logcount_predictions_loss: 1.0652 24/1417 [..............................] - ETA: 13:05 - loss: 433.4484 - logits_profile_predictions_loss: 426.6526 - logcount_predictions_loss: 1.0619 25/1417 [..............................] - ETA: 13:05 - loss: 433.3598 - logits_profile_predictions_loss: 426.5830 - logcount_predictions_loss: 1.0589 26/1417 [..............................] - ETA: 13:04 - loss: 433.3937 - logits_profile_predictions_loss: 426.6327 - logcount_predictions_loss: 1.0564 27/1417 [..............................] - ETA: 13:04 - loss: 433.5771 - logits_profile_predictions_loss: 426.8307 - logcount_predictions_loss: 1.0541 28/1417 [..............................] - ETA: 13:03 - loss: 433.8144 - logits_profile_predictions_loss: 427.0826 - logcount_predictions_loss: 1.0518 29/1417 [..............................] - ETA: 13:02 - loss: 433.9066 - logits_profile_predictions_loss: 427.1880 - logcount_predictions_loss: 1.0498 30/1417 [..............................] - ETA: 13:02 - loss: 433.9661 - logits_profile_predictions_loss: 427.2612 - logcount_predictions_loss: 1.0476 31/1417 [..............................] - ETA: 13:01 - loss: 434.0191 - logits_profile_predictions_loss: 427.3257 - logcount_predictions_loss: 1.0458 32/1417 [..............................] - ETA: 13:01 - loss: 433.9864 - logits_profile_predictions_loss: 427.3053 - logcount_predictions_loss: 1.0439 33/1417 [..............................] - ETA: 13:00 - loss: 433.9800 - logits_profile_predictions_loss: 427.3095 - logcount_predictions_loss: 1.0423 34/1417 [..............................] - ETA: 13:00 - loss: 434.0282 - logits_profile_predictions_loss: 427.3669 - logcount_predictions_loss: 1.0408 35/1417 [..............................] - ETA: 12:59 - loss: 434.0251 - logits_profile_predictions_loss: 427.3730 - logcount_predictions_loss: 1.0394 36/1417 [..............................] - ETA: 12:58 - loss: 433.9825 - logits_profile_predictions_loss: 427.3397 - logcount_predictions_loss: 1.0379 37/1417 [..............................] - ETA: 12:58 - loss: 433.9117 - logits_profile_predictions_loss: 427.2782 - logcount_predictions_loss: 1.0365 38/1417 [..............................] - ETA: 12:57 - loss: 433.8791 - logits_profile_predictions_loss: 427.2543 - logcount_predictions_loss: 1.0351 39/1417 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logits_profile_predictions_loss: 441.0407 - logcount_predictions_loss: 1.0444 189/1417 [===>..........................] - ETA: 11:32 - loss: 447.7564 - logits_profile_predictions_loss: 441.0715 - logcount_predictions_loss: 1.0445 190/1417 [===>..........................] - ETA: 11:32 - loss: 447.7877 - logits_profile_predictions_loss: 441.1020 - logcount_predictions_loss: 1.0446 191/1417 [===>..........................] - ETA: 11:31 - loss: 447.8135 - logits_profile_predictions_loss: 441.1271 - logcount_predictions_loss: 1.0447 192/1417 [===>..........................] - ETA: 11:31 - loss: 447.8352 - logits_profile_predictions_loss: 441.1482 - logcount_predictions_loss: 1.0448 193/1417 [===>..........................] - ETA: 11:30 - loss: 447.8543 - logits_profile_predictions_loss: 441.1667 - logcount_predictions_loss: 1.0450 194/1417 [===>..........................] - ETA: 11:30 - loss: 447.8713 - logits_profile_predictions_loss: 441.1830 - logcount_predictions_loss: 1.0450 195/1417 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logits_profile_predictions_loss: 441.2860 - logcount_predictions_loss: 1.0457 202/1417 [===>..........................] - ETA: 11:25 - loss: 447.9905 - logits_profile_predictions_loss: 441.2976 - logcount_predictions_loss: 1.0458 203/1417 [===>..........................] - ETA: 11:25 - loss: 448.0014 - logits_profile_predictions_loss: 441.3078 - logcount_predictions_loss: 1.0459 204/1417 [===>..........................] - ETA: 11:24 - loss: 448.0099 - logits_profile_predictions_loss: 441.3158 - logcount_predictions_loss: 1.0460 205/1417 [===>..........................] - ETA: 11:23 - loss: 448.0185 - logits_profile_predictions_loss: 441.3238 - logcount_predictions_loss: 1.0460 206/1417 [===>..........................] - ETA: 11:23 - loss: 448.0263 - logits_profile_predictions_loss: 441.3310 - logcount_predictions_loss: 1.0461 207/1417 [===>..........................] - ETA: 11:22 - loss: 448.0337 - logits_profile_predictions_loss: 441.3379 - logcount_predictions_loss: 1.0462 208/1417 [===>..........................] - ETA: 11:22 - loss: 448.0382 - logits_profile_predictions_loss: 441.3419 - logcount_predictions_loss: 1.0463 209/1417 [===>..........................] - ETA: 11:21 - loss: 448.0427 - logits_profile_predictions_loss: 441.3458 - logcount_predictions_loss: 1.0464 210/1417 [===>..........................] - ETA: 11:21 - loss: 448.0454 - logits_profile_predictions_loss: 441.3479 - logcount_predictions_loss: 1.0465 211/1417 [===>..........................] - ETA: 11:20 - loss: 448.0476 - logits_profile_predictions_loss: 441.3497 - logcount_predictions_loss: 1.0466 212/1417 [===>..........................] - ETA: 11:20 - loss: 448.0496 - logits_profile_predictions_loss: 441.3512 - logcount_predictions_loss: 1.0466 213/1417 [===>..........................] - ETA: 11:19 - loss: 448.0535 - logits_profile_predictions_loss: 441.3546 - logcount_predictions_loss: 1.0467 214/1417 [===>..........................] - ETA: 11:18 - loss: 448.0572 - logits_profile_predictions_loss: 441.3580 - logcount_predictions_loss: 1.0468 215/1417 [===>..........................] - ETA: 11:18 - loss: 448.0592 - logits_profile_predictions_loss: 441.3596 - logcount_predictions_loss: 1.0468 216/1417 [===>..........................] - ETA: 11:17 - loss: 448.0596 - logits_profile_predictions_loss: 441.3596 - logcount_predictions_loss: 1.0469 217/1417 [===>..........................] - ETA: 11:17 - loss: 448.0586 - logits_profile_predictions_loss: 441.3582 - logcount_predictions_loss: 1.0469 218/1417 [===>..........................] - ETA: 11:16 - loss: 448.0581 - logits_profile_predictions_loss: 441.3573 - logcount_predictions_loss: 1.0470 219/1417 [===>..........................] - ETA: 11:16 - loss: 448.0567 - logits_profile_predictions_loss: 441.3555 - logcount_predictions_loss: 1.0471 220/1417 [===>..........................] - ETA: 11:15 - loss: 448.0566 - logits_profile_predictions_loss: 441.3551 - logcount_predictions_loss: 1.0471 221/1417 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logits_profile_predictions_loss: 441.3757 - logcount_predictions_loss: 1.0474 228/1417 [===>..........................] - ETA: 11:10 - loss: 448.0821 - logits_profile_predictions_loss: 441.3783 - logcount_predictions_loss: 1.0475 229/1417 [===>..........................] - ETA: 11:10 - loss: 448.0855 - logits_profile_predictions_loss: 441.3814 - logcount_predictions_loss: 1.0475 230/1417 [===>..........................] - ETA: 11:09 - loss: 448.0871 - logits_profile_predictions_loss: 441.3827 - logcount_predictions_loss: 1.0476 231/1417 [===>..........................] - ETA: 11:09 - loss: 448.0891 - logits_profile_predictions_loss: 441.3846 - logcount_predictions_loss: 1.0476 232/1417 [===>..........................] - ETA: 11:08 - loss: 448.0921 - logits_profile_predictions_loss: 441.3873 - logcount_predictions_loss: 1.0476 233/1417 [===>..........................] - ETA: 11:08 - loss: 448.0958 - logits_profile_predictions_loss: 441.3909 - logcount_predictions_loss: 1.0476 234/1417 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logits_profile_predictions_loss: 441.4020 - logcount_predictions_loss: 1.0477 241/1417 [====>.........................] - ETA: 11:03 - loss: 448.1057 - logits_profile_predictions_loss: 441.4004 - logcount_predictions_loss: 1.0477 242/1417 [====>.........................] - ETA: 11:03 - loss: 448.1030 - logits_profile_predictions_loss: 441.3977 - logcount_predictions_loss: 1.0477 243/1417 [====>.........................] - ETA: 11:02 - loss: 448.1004 - logits_profile_predictions_loss: 441.3949 - logcount_predictions_loss: 1.0477 244/1417 [====>.........................] - ETA: 11:01 - loss: 448.0970 - logits_profile_predictions_loss: 441.3915 - logcount_predictions_loss: 1.0477 245/1417 [====>.........................] - ETA: 11:01 - loss: 448.0923 - logits_profile_predictions_loss: 441.3868 - logcount_predictions_loss: 1.0477 246/1417 [====>.........................] - ETA: 11:00 - loss: 448.0881 - logits_profile_predictions_loss: 441.3827 - logcount_predictions_loss: 1.0477 247/1417 [====>.........................] - ETA: 11:00 - loss: 448.0869 - logits_profile_predictions_loss: 441.3815 - logcount_predictions_loss: 1.0477 248/1417 [====>.........................] - ETA: 10:59 - loss: 448.0847 - logits_profile_predictions_loss: 441.3793 - logcount_predictions_loss: 1.0477 249/1417 [====>.........................] - ETA: 10:59 - loss: 448.0827 - logits_profile_predictions_loss: 441.3774 - logcount_predictions_loss: 1.0477 250/1417 [====>.........................] - ETA: 10:58 - loss: 448.0807 - logits_profile_predictions_loss: 441.3755 - logcount_predictions_loss: 1.0477 251/1417 [====>.........................] - ETA: 10:58 - loss: 448.0820 - logits_profile_predictions_loss: 441.3769 - logcount_predictions_loss: 1.0477 252/1417 [====>.........................] - ETA: 10:57 - loss: 448.0818 - logits_profile_predictions_loss: 441.3768 - logcount_predictions_loss: 1.0477 253/1417 [====>.........................] - ETA: 10:56 - loss: 448.0814 - logits_profile_predictions_loss: 441.3765 - logcount_predictions_loss: 1.0476 254/1417 [====>.........................] - ETA: 10:56 - loss: 448.0791 - logits_profile_predictions_loss: 441.3744 - logcount_predictions_loss: 1.0476 255/1417 [====>.........................] - ETA: 10:55 - loss: 448.0760 - logits_profile_predictions_loss: 441.3715 - logcount_predictions_loss: 1.0476 256/1417 [====>.........................] - ETA: 10:55 - loss: 448.0742 - logits_profile_predictions_loss: 441.3699 - logcount_predictions_loss: 1.0476 257/1417 [====>.........................] - ETA: 10:54 - loss: 448.0727 - logits_profile_predictions_loss: 441.3686 - logcount_predictions_loss: 1.0475 258/1417 [====>.........................] - ETA: 10:54 - loss: 448.0718 - logits_profile_predictions_loss: 441.3679 - logcount_predictions_loss: 1.0475 259/1417 [====>.........................] - ETA: 10:53 - loss: 448.0706 - logits_profile_predictions_loss: 441.3669 - logcount_predictions_loss: 1.0475 260/1417 [====>.........................] - ETA: 10:52 - loss: 448.0684 - logits_profile_predictions_loss: 441.3648 - logcount_predictions_loss: 1.0474 261/1417 [====>.........................] - ETA: 10:52 - loss: 448.0645 - logits_profile_predictions_loss: 441.3611 - logcount_predictions_loss: 1.0474 262/1417 [====>.........................] - ETA: 10:51 - loss: 448.0611 - logits_profile_predictions_loss: 441.3579 - logcount_predictions_loss: 1.0474 263/1417 [====>.........................] - ETA: 10:51 - loss: 448.0579 - logits_profile_predictions_loss: 441.3550 - logcount_predictions_loss: 1.0473 264/1417 [====>.........................] - ETA: 10:50 - loss: 448.0550 - logits_profile_predictions_loss: 441.3522 - logcount_predictions_loss: 1.0473 265/1417 [====>.........................] - ETA: 10:50 - loss: 448.0522 - logits_profile_predictions_loss: 441.3496 - logcount_predictions_loss: 1.0473 266/1417 [====>.........................] - ETA: 10:49 - loss: 448.0489 - logits_profile_predictions_loss: 441.3464 - logcount_predictions_loss: 1.0473 267/1417 [====>.........................] - ETA: 10:49 - loss: 448.0447 - logits_profile_predictions_loss: 441.3424 - logcount_predictions_loss: 1.0472 268/1417 [====>.........................] - ETA: 10:48 - loss: 448.0406 - logits_profile_predictions_loss: 441.3385 - logcount_predictions_loss: 1.0472 269/1417 [====>.........................] - ETA: 10:47 - loss: 448.0374 - logits_profile_predictions_loss: 441.3354 - logcount_predictions_loss: 1.0472 270/1417 [====>.........................] - ETA: 10:47 - loss: 448.0348 - logits_profile_predictions_loss: 441.3329 - logcount_predictions_loss: 1.0472 271/1417 [====>.........................] - ETA: 10:46 - loss: 448.0329 - logits_profile_predictions_loss: 441.3311 - logcount_predictions_loss: 1.0472 272/1417 [====>.........................] - ETA: 10:46 - loss: 448.0321 - logits_profile_predictions_loss: 441.3305 - logcount_predictions_loss: 1.0471 273/1417 [====>.........................] - ETA: 10:45 - loss: 448.0316 - logits_profile_predictions_loss: 441.3300 - logcount_predictions_loss: 1.0471 274/1417 [====>.........................] - ETA: 10:45 - loss: 448.0306 - logits_profile_predictions_loss: 441.3291 - logcount_predictions_loss: 1.0471 275/1417 [====>.........................] - ETA: 10:44 - loss: 448.0319 - logits_profile_predictions_loss: 441.3306 - logcount_predictions_loss: 1.0471 276/1417 [====>.........................] - ETA: 10:43 - loss: 448.0329 - logits_profile_predictions_loss: 441.3317 - logcount_predictions_loss: 1.0471 277/1417 [====>.........................] - ETA: 10:43 - loss: 448.0341 - logits_profile_predictions_loss: 441.3330 - logcount_predictions_loss: 1.0470 278/1417 [====>.........................] - ETA: 10:42 - loss: 448.0342 - logits_profile_predictions_loss: 441.3333 - logcount_predictions_loss: 1.0470 279/1417 [====>.........................] - ETA: 10:42 - loss: 448.0352 - logits_profile_predictions_loss: 441.3345 - logcount_predictions_loss: 1.0470 280/1417 [====>.........................] - ETA: 10:41 - loss: 448.0356 - logits_profile_predictions_loss: 441.3352 - logcount_predictions_loss: 1.0469 281/1417 [====>.........................] - ETA: 10:41 - loss: 448.0360 - logits_profile_predictions_loss: 441.3357 - logcount_predictions_loss: 1.0469 282/1417 [====>.........................] - ETA: 10:40 - loss: 448.0373 - logits_profile_predictions_loss: 441.3372 - logcount_predictions_loss: 1.0469 283/1417 [====>.........................] - ETA: 10:39 - loss: 448.0375 - logits_profile_predictions_loss: 441.3375 - logcount_predictions_loss: 1.0469 284/1417 [=====>........................] - ETA: 10:39 - loss: 448.0363 - logits_profile_predictions_loss: 441.3365 - logcount_predictions_loss: 1.0468 285/1417 [=====>........................] - ETA: 10:38 - loss: 448.0358 - logits_profile_predictions_loss: 441.3362 - logcount_predictions_loss: 1.0468 286/1417 [=====>........................] - ETA: 10:38 - loss: 448.0350 - logits_profile_predictions_loss: 441.3356 - logcount_predictions_loss: 1.0468 287/1417 [=====>........................] - ETA: 10:37 - loss: 448.0353 - logits_profile_predictions_loss: 441.3360 - logcount_predictions_loss: 1.0468 288/1417 [=====>........................] - ETA: 10:37 - loss: 448.0346 - logits_profile_predictions_loss: 441.3355 - logcount_predictions_loss: 1.0467 289/1417 [=====>........................] - ETA: 10:36 - loss: 448.0348 - logits_profile_predictions_loss: 441.3358 - logcount_predictions_loss: 1.0467 290/1417 [=====>........................] - ETA: 10:36 - loss: 448.0347 - logits_profile_predictions_loss: 441.3358 - logcount_predictions_loss: 1.0467 291/1417 [=====>........................] - ETA: 10:35 - loss: 448.0344 - logits_profile_predictions_loss: 441.3357 - logcount_predictions_loss: 1.0467 292/1417 [=====>........................] - ETA: 10:34 - loss: 448.0335 - logits_profile_predictions_loss: 441.3349 - logcount_predictions_loss: 1.0467 293/1417 [=====>........................] - ETA: 10:34 - loss: 448.0330 - logits_profile_predictions_loss: 441.3345 - logcount_predictions_loss: 1.0466 294/1417 [=====>........................] - ETA: 10:33 - loss: 448.0321 - logits_profile_predictions_loss: 441.3337 - logcount_predictions_loss: 1.0466 295/1417 [=====>........................] - ETA: 10:33 - loss: 448.0312 - logits_profile_predictions_loss: 441.3329 - logcount_predictions_loss: 1.0466 296/1417 [=====>........................] - ETA: 10:32 - loss: 448.0317 - logits_profile_predictions_loss: 441.3335 - logcount_predictions_loss: 1.0466 297/1417 [=====>........................] - ETA: 10:32 - loss: 448.0332 - logits_profile_predictions_loss: 441.3350 - logcount_predictions_loss: 1.0466 298/1417 [=====>........................] - ETA: 10:31 - loss: 448.0352 - logits_profile_predictions_loss: 441.3371 - logcount_predictions_loss: 1.0466 299/1417 [=====>........................] - ETA: 10:30 - loss: 448.0375 - logits_profile_predictions_loss: 441.3394 - logcount_predictions_loss: 1.0466 300/1417 [=====>........................] - ETA: 10:30 - loss: 448.0386 - logits_profile_predictions_loss: 441.3406 - logcount_predictions_loss: 1.0466 301/1417 [=====>........................] - ETA: 10:29 - loss: 448.0389 - logits_profile_predictions_loss: 441.3409 - logcount_predictions_loss: 1.0466 302/1417 [=====>........................] - ETA: 10:29 - loss: 448.0383 - logits_profile_predictions_loss: 441.3404 - logcount_predictions_loss: 1.0465 303/1417 [=====>........................] - ETA: 10:28 - loss: 448.0386 - logits_profile_predictions_loss: 441.3408 - logcount_predictions_loss: 1.0465 304/1417 [=====>........................] - ETA: 10:28 - loss: 448.0378 - logits_profile_predictions_loss: 441.3401 - logcount_predictions_loss: 1.0465 305/1417 [=====>........................] - ETA: 10:27 - loss: 448.0371 - 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[===========================>..] - ETA: 29s - loss: 448.0430 - logits_profile_predictions_loss: 441.4158 - logcount_predictions_loss: 1.0355 1366/1417 [===========================>..] - ETA: 28s - loss: 448.0431 - logits_profile_predictions_loss: 441.4159 - logcount_predictions_loss: 1.0355 1367/1417 [===========================>..] - ETA: 28s - loss: 448.0432 - logits_profile_predictions_loss: 441.4161 - logcount_predictions_loss: 1.0355 1368/1417 [===========================>..] - ETA: 27s - loss: 448.0435 - logits_profile_predictions_loss: 441.4164 - logcount_predictions_loss: 1.0355 1369/1417 [===========================>..] - ETA: 27s - loss: 448.0438 - logits_profile_predictions_loss: 441.4167 - logcount_predictions_loss: 1.0355 1370/1417 [============================>.] - ETA: 26s - loss: 448.0441 - logits_profile_predictions_loss: 441.4170 - logcount_predictions_loss: 1.0355 1371/1417 [============================>.] - ETA: 25s - loss: 448.0444 - 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[============================>.] - ETA: 21s - loss: 448.0465 - logits_profile_predictions_loss: 441.4195 - logcount_predictions_loss: 1.0355 1379/1417 [============================>.] - ETA: 21s - loss: 448.0469 - logits_profile_predictions_loss: 441.4199 - logcount_predictions_loss: 1.0355 1380/1417 [============================>.] - ETA: 20s - loss: 448.0473 - logits_profile_predictions_loss: 441.4203 - logcount_predictions_loss: 1.0355 1381/1417 [============================>.] - ETA: 20s - loss: 448.0477 - logits_profile_predictions_loss: 441.4207 - logcount_predictions_loss: 1.0355 1382/1417 [============================>.] - ETA: 19s - loss: 448.0480 - logits_profile_predictions_loss: 441.4211 - logcount_predictions_loss: 1.0355 1383/1417 [============================>.] - ETA: 19s - loss: 448.0484 - logits_profile_predictions_loss: 441.4214 - logcount_predictions_loss: 1.0355 1384/1417 [============================>.] - ETA: 18s - loss: 448.0488 - 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[============================>.] - ETA: 14s - loss: 448.0514 - logits_profile_predictions_loss: 441.4245 - logcount_predictions_loss: 1.0355 1392/1417 [============================>.] - ETA: 14s - loss: 448.0518 - logits_profile_predictions_loss: 441.4249 - logcount_predictions_loss: 1.0355 1393/1417 [============================>.] - ETA: 13s - loss: 448.0522 - logits_profile_predictions_loss: 441.4253 - logcount_predictions_loss: 1.0355 1394/1417 [============================>.] - ETA: 12s - loss: 448.0525 - logits_profile_predictions_loss: 441.4257 - logcount_predictions_loss: 1.0355 1395/1417 [============================>.] - ETA: 12s - loss: 448.0529 - logits_profile_predictions_loss: 441.4260 - logcount_predictions_loss: 1.0355 1396/1417 [============================>.] - ETA: 11s - loss: 448.0532 - logits_profile_predictions_loss: 441.4264 - logcount_predictions_loss: 1.0355 1397/1417 [============================>.] - ETA: 11s - loss: 448.0536 - 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[============================>.] - ETA: 7s - loss: 448.0560 - logits_profile_predictions_loss: 441.4292 - logcount_predictions_loss: 1.0355 1405/1417 [============================>.] - ETA: 6s - loss: 448.0563 - logits_profile_predictions_loss: 441.4296 - logcount_predictions_loss: 1.0355 1406/1417 [============================>.] - ETA: 6s - loss: 448.0567 - logits_profile_predictions_loss: 441.4300 - logcount_predictions_loss: 1.0355 1407/1417 [============================>.] - ETA: 5s - loss: 448.0571 - logits_profile_predictions_loss: 441.4304 - logcount_predictions_loss: 1.0355 1408/1417 [============================>.] - ETA: 5s - loss: 448.0576 - logits_profile_predictions_loss: 441.4308 - logcount_predictions_loss: 1.0355 1409/1417 [============================>.] - ETA: 4s - loss: 448.0580 - logits_profile_predictions_loss: 441.4313 - logcount_predictions_loss: 1.0355 1410/1417 [============================>.] - ETA: 3s - loss: 448.0585 - logits_profile_predictions_loss: 441.4318 - logcount_predictions_loss: 1.0355 1411/1417 [============================>.] - ETA: 3s - loss: 448.0590 - logits_profile_predictions_loss: 441.4323 - logcount_predictions_loss: 1.0355 1412/1417 [============================>.] - ETA: 2s - loss: 448.0595 - logits_profile_predictions_loss: 441.4328 - logcount_predictions_loss: 1.0355 1413/1417 [============================>.] - ETA: 2s - loss: 448.0599 - logits_profile_predictions_loss: 441.4333 - logcount_predictions_loss: 1.0355 1414/1417 [============================>.] - ETA: 1s - loss: 448.0604 - logits_profile_predictions_loss: 441.4337 - logcount_predictions_loss: 1.0355 1415/1417 [============================>.] - ETA: 1s - loss: 448.0609 - logits_profile_predictions_loss: 441.4342 - logcount_predictions_loss: 1.0355 1416/1417 [============================>.] - ETA: 0s - loss: 448.0614 - logits_profile_predictions_loss: 441.4347 - logcount_predictions_loss: 1.0355 1417/1417 [==============================] - ETA: 0s - loss: 448.0618 - logits_profile_predictions_loss: 441.4352 - logcount_predictions_loss: 1.0355 1417/1417 [==============================] - 828s 584ms/step - loss: 448.0623 - logits_profile_predictions_loss: 441.4357 - logcount_predictions_loss: 1.0354 - val_loss: 479.9201 - val_logits_profile_predictions_loss: 474.1823 - val_logcount_predictions_loss: 0.8965 Epoch 00010: val_loss did not improve from 467.28467 Epoch 11/50 1/1417 [..............................] - ETA: 13:40 - loss: 507.8051 - logits_profile_predictions_loss: 501.1838 - logcount_predictions_loss: 1.0346 2/1417 [..............................] - ETA: 13:16 - loss: 485.5930 - logits_profile_predictions_loss: 479.1082 - logcount_predictions_loss: 1.0133 3/1417 [..............................] - ETA: 9:14 - loss: 478.2324 - logits_profile_predictions_loss: 471.7561 - logcount_predictions_loss: 1.0119  4/1417 [..............................] - ETA: 10:34 - loss: 477.2805 - logits_profile_predictions_loss: 470.9105 - logcount_predictions_loss: 0.9953 5/1417 [..............................] - ETA: 11:14 - loss: 477.8844 - logits_profile_predictions_loss: 471.6171 - logcount_predictions_loss: 0.9793 6/1417 [..............................] - ETA: 11:38 - loss: 480.3952 - logits_profile_predictions_loss: 474.1428 - logcount_predictions_loss: 0.9769 7/1417 [..............................] - ETA: 11:54 - loss: 480.1339 - logits_profile_predictions_loss: 473.8930 - logcount_predictions_loss: 0.9751 8/1417 [..............................] - ETA: 12:05 - loss: 479.5060 - logits_profile_predictions_loss: 473.2933 - logcount_predictions_loss: 0.9707 9/1417 [..............................] - ETA: 12:13 - loss: 478.1127 - logits_profile_predictions_loss: 471.9175 - logcount_predictions_loss: 0.9680 10/1417 [..............................] - ETA: 12:19 - loss: 476.8372 - logits_profile_predictions_loss: 470.6537 - logcount_predictions_loss: 0.9662 11/1417 [..............................] - ETA: 12:24 - loss: 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[==>...........................] - ETA: 11:31 - loss: 456.1539 - logits_profile_predictions_loss: 449.7846 - logcount_predictions_loss: 0.9952 188/1417 [==>...........................] - ETA: 11:30 - loss: 456.1489 - logits_profile_predictions_loss: 449.7801 - logcount_predictions_loss: 0.9951 189/1417 [===>..........................] - ETA: 11:30 - loss: 456.1399 - logits_profile_predictions_loss: 449.7716 - logcount_predictions_loss: 0.9950 190/1417 [===>..........................] - ETA: 11:29 - loss: 456.1296 - logits_profile_predictions_loss: 449.7619 - logcount_predictions_loss: 0.9950 191/1417 [===>..........................] - ETA: 11:29 - loss: 456.1170 - logits_profile_predictions_loss: 449.7498 - logcount_predictions_loss: 0.9949 192/1417 [===>..........................] - ETA: 11:28 - loss: 456.1047 - logits_profile_predictions_loss: 449.7381 - logcount_predictions_loss: 0.9948 193/1417 [===>..........................] - ETA: 11:28 - loss: 456.0917 - 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logits_profile_predictions_loss: 448.9844 - logcount_predictions_loss: 0.9920 233/1417 [===>..........................] - ETA: 11:06 - loss: 455.3113 - logits_profile_predictions_loss: 448.9626 - logcount_predictions_loss: 0.9920 234/1417 [===>..........................] - ETA: 11:05 - loss: 455.2872 - logits_profile_predictions_loss: 448.9387 - logcount_predictions_loss: 0.9920 235/1417 [===>..........................] - ETA: 11:04 - loss: 455.2653 - logits_profile_predictions_loss: 448.9169 - logcount_predictions_loss: 0.9919 236/1417 [===>..........................] - ETA: 11:04 - loss: 455.2445 - logits_profile_predictions_loss: 448.8964 - logcount_predictions_loss: 0.9919 237/1417 [====>.........................] - ETA: 11:03 - loss: 455.2250 - logits_profile_predictions_loss: 448.8771 - logcount_predictions_loss: 0.9919 238/1417 [====>.........................] - ETA: 11:03 - loss: 455.2045 - logits_profile_predictions_loss: 448.8568 - logcount_predictions_loss: 0.9918 239/1417 [====>.........................] - ETA: 11:02 - loss: 455.1845 - logits_profile_predictions_loss: 448.8371 - logcount_predictions_loss: 0.9918 240/1417 [====>.........................] - ETA: 11:02 - loss: 455.1659 - logits_profile_predictions_loss: 448.8186 - logcount_predictions_loss: 0.9918 241/1417 [====>.........................] - ETA: 11:01 - loss: 455.1465 - logits_profile_predictions_loss: 448.7995 - logcount_predictions_loss: 0.9917 242/1417 [====>.........................] - ETA: 11:01 - loss: 455.1265 - logits_profile_predictions_loss: 448.7797 - logcount_predictions_loss: 0.9917 243/1417 [====>.........................] - ETA: 11:00 - loss: 455.1053 - logits_profile_predictions_loss: 448.7588 - logcount_predictions_loss: 0.9917 244/1417 [====>.........................] - ETA: 10:59 - loss: 455.0857 - logits_profile_predictions_loss: 448.7393 - logcount_predictions_loss: 0.9916 245/1417 [====>.........................] - ETA: 10:59 - loss: 455.0687 - logits_profile_predictions_loss: 448.7225 - logcount_predictions_loss: 0.9916 246/1417 [====>.........................] - ETA: 10:58 - loss: 455.0503 - logits_profile_predictions_loss: 448.7043 - logcount_predictions_loss: 0.9916 247/1417 [====>.........................] - ETA: 10:58 - loss: 455.0339 - logits_profile_predictions_loss: 448.6880 - logcount_predictions_loss: 0.9915 248/1417 [====>.........................] - ETA: 10:57 - loss: 455.0164 - logits_profile_predictions_loss: 448.6707 - logcount_predictions_loss: 0.9915 249/1417 [====>.........................] - ETA: 10:57 - loss: 454.9986 - logits_profile_predictions_loss: 448.6530 - logcount_predictions_loss: 0.9915 250/1417 [====>.........................] - ETA: 10:56 - loss: 454.9813 - logits_profile_predictions_loss: 448.6359 - logcount_predictions_loss: 0.9915 251/1417 [====>.........................] - ETA: 10:56 - loss: 454.9627 - logits_profile_predictions_loss: 448.6175 - logcount_predictions_loss: 0.9914 252/1417 [====>.........................] - ETA: 10:55 - loss: 454.9421 - logits_profile_predictions_loss: 448.5972 - logcount_predictions_loss: 0.9914 253/1417 [====>.........................] - ETA: 10:54 - loss: 454.9205 - logits_profile_predictions_loss: 448.5758 - logcount_predictions_loss: 0.9914 254/1417 [====>.........................] - ETA: 10:54 - loss: 454.9003 - logits_profile_predictions_loss: 448.5558 - logcount_predictions_loss: 0.9913 255/1417 [====>.........................] - ETA: 10:53 - loss: 454.8789 - logits_profile_predictions_loss: 448.5345 - logcount_predictions_loss: 0.9913 256/1417 [====>.........................] - ETA: 10:53 - loss: 454.8592 - logits_profile_predictions_loss: 448.5150 - logcount_predictions_loss: 0.9913 257/1417 [====>.........................] - ETA: 10:52 - loss: 454.8388 - logits_profile_predictions_loss: 448.4947 - logcount_predictions_loss: 0.9913 258/1417 [====>.........................] - ETA: 10:52 - loss: 454.8169 - logits_profile_predictions_loss: 448.4730 - logcount_predictions_loss: 0.9912 259/1417 [====>.........................] - ETA: 10:51 - loss: 454.7954 - logits_profile_predictions_loss: 448.4517 - logcount_predictions_loss: 0.9912 260/1417 [====>.........................] - ETA: 10:51 - loss: 454.7741 - logits_profile_predictions_loss: 448.4306 - logcount_predictions_loss: 0.9912 261/1417 [====>.........................] - ETA: 10:50 - loss: 454.7516 - logits_profile_predictions_loss: 448.4084 - logcount_predictions_loss: 0.9911 262/1417 [====>.........................] - ETA: 10:49 - loss: 454.7289 - logits_profile_predictions_loss: 448.3859 - logcount_predictions_loss: 0.9911 263/1417 [====>.........................] - ETA: 10:49 - loss: 454.7060 - logits_profile_predictions_loss: 448.3632 - logcount_predictions_loss: 0.9911 264/1417 [====>.........................] - ETA: 10:48 - loss: 454.6835 - logits_profile_predictions_loss: 448.3409 - logcount_predictions_loss: 0.9910 265/1417 [====>.........................] - ETA: 10:48 - loss: 454.6608 - logits_profile_predictions_loss: 448.3185 - logcount_predictions_loss: 0.9910 266/1417 [====>.........................] - ETA: 10:47 - loss: 454.6372 - logits_profile_predictions_loss: 448.2951 - logcount_predictions_loss: 0.9910 267/1417 [====>.........................] - ETA: 10:47 - loss: 454.6126 - logits_profile_predictions_loss: 448.2708 - logcount_predictions_loss: 0.9909 268/1417 [====>.........................] - ETA: 10:46 - loss: 454.5872 - logits_profile_predictions_loss: 448.2456 - logcount_predictions_loss: 0.9909 269/1417 [====>.........................] - ETA: 10:46 - loss: 454.5622 - logits_profile_predictions_loss: 448.2208 - logcount_predictions_loss: 0.9908 270/1417 [====>.........................] - ETA: 10:45 - loss: 454.5375 - logits_profile_predictions_loss: 448.1963 - logcount_predictions_loss: 0.9908 271/1417 [====>.........................] - ETA: 10:44 - loss: 454.5126 - logits_profile_predictions_loss: 448.1716 - logcount_predictions_loss: 0.9908 272/1417 [====>.........................] - ETA: 10:44 - loss: 454.4863 - logits_profile_predictions_loss: 448.1456 - logcount_predictions_loss: 0.9907 273/1417 [====>.........................] - ETA: 10:43 - loss: 454.4610 - logits_profile_predictions_loss: 448.1205 - logcount_predictions_loss: 0.9907 274/1417 [====>.........................] - ETA: 10:43 - loss: 454.4366 - logits_profile_predictions_loss: 448.0962 - logcount_predictions_loss: 0.9907 275/1417 [====>.........................] - ETA: 10:42 - loss: 454.4123 - logits_profile_predictions_loss: 448.0722 - logcount_predictions_loss: 0.9907 276/1417 [====>.........................] - ETA: 10:42 - loss: 454.3864 - logits_profile_predictions_loss: 448.0465 - logcount_predictions_loss: 0.9906 277/1417 [====>.........................] - ETA: 10:41 - loss: 454.3603 - logits_profile_predictions_loss: 448.0206 - logcount_predictions_loss: 0.9906 278/1417 [====>.........................] - ETA: 10:40 - loss: 454.3333 - logits_profile_predictions_loss: 447.9938 - logcount_predictions_loss: 0.9906 279/1417 [====>.........................] - ETA: 10:40 - loss: 454.3072 - logits_profile_predictions_loss: 447.9679 - logcount_predictions_loss: 0.9905 280/1417 [====>.........................] - ETA: 10:39 - loss: 454.2812 - logits_profile_predictions_loss: 447.9421 - logcount_predictions_loss: 0.9905 281/1417 [====>.........................] - ETA: 10:39 - loss: 454.2551 - logits_profile_predictions_loss: 447.9162 - logcount_predictions_loss: 0.9905 282/1417 [====>.........................] - ETA: 10:38 - loss: 454.2298 - logits_profile_predictions_loss: 447.8910 - logcount_predictions_loss: 0.9904 283/1417 [====>.........................] - ETA: 10:38 - loss: 454.2066 - logits_profile_predictions_loss: 447.8680 - logcount_predictions_loss: 0.9904 284/1417 [=====>........................] - ETA: 10:37 - loss: 454.1843 - 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[============================>.] - ETA: 19s - loss: 446.4784 - logits_profile_predictions_loss: 440.0524 - logcount_predictions_loss: 1.0040 1384/1417 [============================>.] - ETA: 18s - loss: 446.4759 - logits_profile_predictions_loss: 440.0498 - logcount_predictions_loss: 1.0041 1385/1417 [============================>.] - ETA: 18s - loss: 446.4733 - logits_profile_predictions_loss: 440.0472 - logcount_predictions_loss: 1.0041 1386/1417 [============================>.] - ETA: 17s - loss: 446.4708 - logits_profile_predictions_loss: 440.0446 - logcount_predictions_loss: 1.0041 1387/1417 [============================>.] - ETA: 16s - loss: 446.4682 - logits_profile_predictions_loss: 440.0420 - logcount_predictions_loss: 1.0041 1388/1417 [============================>.] - ETA: 16s - loss: 446.4656 - logits_profile_predictions_loss: 440.0393 - logcount_predictions_loss: 1.0041 1389/1417 [============================>.] - ETA: 15s - loss: 446.4629 - 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loss: 446.4141 - logits_profile_predictions_loss: 439.9872 - logcount_predictions_loss: 1.0042 1410/1417 [============================>.] - ETA: 3s - loss: 446.4118 - logits_profile_predictions_loss: 439.9848 - logcount_predictions_loss: 1.0042 1411/1417 [============================>.] - ETA: 3s - loss: 446.4095 - logits_profile_predictions_loss: 439.9825 - logcount_predictions_loss: 1.0042 1412/1417 [============================>.] - ETA: 2s - loss: 446.4072 - logits_profile_predictions_loss: 439.9801 - logcount_predictions_loss: 1.0042 1413/1417 [============================>.] - ETA: 2s - loss: 446.4048 - logits_profile_predictions_loss: 439.9777 - logcount_predictions_loss: 1.0042 1414/1417 [============================>.] - ETA: 1s - loss: 446.4025 - logits_profile_predictions_loss: 439.9754 - logcount_predictions_loss: 1.0042 1415/1417 [============================>.] - ETA: 1s - loss: 446.4002 - logits_profile_predictions_loss: 439.9730 - logcount_predictions_loss: 1.0042 1416/1417 [============================>.] - ETA: 0s - loss: 446.3979 - logits_profile_predictions_loss: 439.9707 - logcount_predictions_loss: 1.0042 1417/1417 [==============================] - ETA: 0s - loss: 446.3956 - logits_profile_predictions_loss: 439.9683 - logcount_predictions_loss: 1.0042 1417/1417 [==============================] - 828s 584ms/step - loss: 446.3933 - logits_profile_predictions_loss: 439.9660 - logcount_predictions_loss: 1.0042 - val_loss: 477.6595 - val_logits_profile_predictions_loss: 471.8457 - val_logcount_predictions_loss: 0.9085 Epoch 00011: val_loss did not improve from 467.28467 Epoch 12/50 1/1417 [..............................] - ETA: 13:47 - loss: 393.5928 - logits_profile_predictions_loss: 389.0070 - logcount_predictions_loss: 0.7165 2/1417 [..............................] - ETA: 13:17 - loss: 384.7767 - logits_profile_predictions_loss: 380.1754 - logcount_predictions_loss: 0.7189 3/1417 [..............................] - ETA: 13:17 - loss: 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[..............................] - ETA: 13:13 - loss: 436.3584 - logits_profile_predictions_loss: 431.2023 - logcount_predictions_loss: 0.8056 11/1417 [..............................] - ETA: 13:12 - loss: 439.0910 - logits_profile_predictions_loss: 433.9002 - logcount_predictions_loss: 0.8111 12/1417 [..............................] - ETA: 13:12 - loss: 440.5261 - logits_profile_predictions_loss: 435.3177 - logcount_predictions_loss: 0.8138 13/1417 [..............................] - ETA: 13:11 - loss: 440.9936 - logits_profile_predictions_loss: 435.7672 - logcount_predictions_loss: 0.8166 14/1417 [..............................] - ETA: 13:11 - loss: 441.1641 - logits_profile_predictions_loss: 435.9251 - logcount_predictions_loss: 0.8186 15/1417 [..............................] - ETA: 13:10 - loss: 441.3761 - logits_profile_predictions_loss: 436.1266 - logcount_predictions_loss: 0.8202 16/1417 [..............................] - ETA: 13:10 - loss: 441.4848 - logits_profile_predictions_loss: 436.2294 - logcount_predictions_loss: 0.8212 17/1417 [..............................] - ETA: 13:09 - loss: 441.6129 - logits_profile_predictions_loss: 436.3498 - logcount_predictions_loss: 0.8224 18/1417 [..............................] - ETA: 13:09 - loss: 441.6533 - logits_profile_predictions_loss: 436.3769 - logcount_predictions_loss: 0.8244 19/1417 [..............................] - ETA: 13:08 - loss: 441.5365 - logits_profile_predictions_loss: 436.2372 - logcount_predictions_loss: 0.8280 20/1417 [..............................] - ETA: 13:08 - loss: 441.3788 - logits_profile_predictions_loss: 436.0491 - logcount_predictions_loss: 0.8328 21/1417 [..............................] - ETA: 13:07 - loss: 441.2074 - logits_profile_predictions_loss: 435.8443 - logcount_predictions_loss: 0.8380 22/1417 [..............................] - ETA: 13:06 - loss: 440.9904 - logits_profile_predictions_loss: 435.5992 - logcount_predictions_loss: 0.8424 23/1417 [..............................] - ETA: 13:06 - loss: 440.6681 - logits_profile_predictions_loss: 435.2514 - logcount_predictions_loss: 0.8464 24/1417 [..............................] - ETA: 13:05 - loss: 440.3197 - logits_profile_predictions_loss: 434.8796 - logcount_predictions_loss: 0.8500 25/1417 [..............................] - ETA: 13:05 - loss: 440.2055 - logits_profile_predictions_loss: 434.7436 - logcount_predictions_loss: 0.8534 26/1417 [..............................] - ETA: 13:04 - loss: 440.0905 - logits_profile_predictions_loss: 434.6080 - logcount_predictions_loss: 0.8566 27/1417 [..............................] - ETA: 13:04 - loss: 439.9919 - logits_profile_predictions_loss: 434.4925 - logcount_predictions_loss: 0.8593 28/1417 [..............................] - ETA: 13:03 - loss: 440.2215 - logits_profile_predictions_loss: 434.7013 - logcount_predictions_loss: 0.8625 29/1417 [..............................] - ETA: 13:02 - loss: 440.3340 - logits_profile_predictions_loss: 434.7960 - logcount_predictions_loss: 0.8653 30/1417 [..............................] - ETA: 13:02 - loss: 440.3570 - logits_profile_predictions_loss: 434.8038 - logcount_predictions_loss: 0.8677 31/1417 [..............................] - ETA: 13:01 - loss: 440.3280 - logits_profile_predictions_loss: 434.7609 - logcount_predictions_loss: 0.8699 32/1417 [..............................] - ETA: 13:01 - loss: 440.2510 - logits_profile_predictions_loss: 434.6713 - logcount_predictions_loss: 0.8718 33/1417 [..............................] - ETA: 13:00 - loss: 440.2002 - logits_profile_predictions_loss: 434.6084 - logcount_predictions_loss: 0.8737 34/1417 [..............................] - ETA: 13:00 - loss: 440.0713 - logits_profile_predictions_loss: 434.4681 - logcount_predictions_loss: 0.8755 35/1417 [..............................] - ETA: 12:59 - loss: 439.8501 - logits_profile_predictions_loss: 434.2348 - logcount_predictions_loss: 0.8774 36/1417 [..............................] - ETA: 12:58 - loss: 439.6331 - logits_profile_predictions_loss: 434.0047 - logcount_predictions_loss: 0.8794 37/1417 [..............................] - ETA: 12:58 - loss: 439.3899 - logits_profile_predictions_loss: 433.7494 - logcount_predictions_loss: 0.8813 38/1417 [..............................] - ETA: 12:57 - loss: 439.1900 - logits_profile_predictions_loss: 433.5390 - logcount_predictions_loss: 0.8830 39/1417 [..............................] - ETA: 12:57 - loss: 438.9875 - logits_profile_predictions_loss: 433.3255 - logcount_predictions_loss: 0.8847 40/1417 [..............................] - ETA: 12:56 - loss: 438.7865 - logits_profile_predictions_loss: 433.1147 - logcount_predictions_loss: 0.8862 41/1417 [..............................] - ETA: 12:56 - loss: 438.5437 - logits_profile_predictions_loss: 432.8630 - logcount_predictions_loss: 0.8876 42/1417 [..............................] - ETA: 12:55 - loss: 438.3099 - logits_profile_predictions_loss: 432.6211 - logcount_predictions_loss: 0.8889 43/1417 [..............................] - ETA: 12:55 - loss: 438.0694 - logits_profile_predictions_loss: 432.3733 - logcount_predictions_loss: 0.8900 44/1417 [..............................] - ETA: 12:54 - loss: 437.7932 - logits_profile_predictions_loss: 432.0906 - logcount_predictions_loss: 0.8910 45/1417 [..............................] - ETA: 12:53 - loss: 437.5134 - logits_profile_predictions_loss: 431.8048 - logcount_predictions_loss: 0.8920 46/1417 [..............................] - ETA: 12:53 - loss: 437.2168 - logits_profile_predictions_loss: 431.5024 - logcount_predictions_loss: 0.8929 47/1417 [..............................] - ETA: 12:52 - loss: 436.9756 - logits_profile_predictions_loss: 431.2557 - logcount_predictions_loss: 0.8937 48/1417 [>.............................] - ETA: 12:52 - loss: 436.7404 - logits_profile_predictions_loss: 431.0152 - logcount_predictions_loss: 0.8946 49/1417 [>.............................] - ETA: 12:51 - loss: 436.5077 - logits_profile_predictions_loss: 430.7776 - logcount_predictions_loss: 0.8953 50/1417 [>.............................] - ETA: 12:51 - loss: 436.2418 - logits_profile_predictions_loss: 430.5070 - logcount_predictions_loss: 0.8961 51/1417 [>.............................] - ETA: 12:50 - loss: 436.0234 - logits_profile_predictions_loss: 430.2843 - logcount_predictions_loss: 0.8967 52/1417 [>.............................] - ETA: 12:50 - loss: 435.8404 - logits_profile_predictions_loss: 430.0978 - logcount_predictions_loss: 0.8973 53/1417 [>.............................] - ETA: 12:49 - loss: 435.6692 - logits_profile_predictions_loss: 429.9229 - logcount_predictions_loss: 0.8979 54/1417 [>.............................] - ETA: 12:48 - loss: 435.5370 - logits_profile_predictions_loss: 429.7875 - logcount_predictions_loss: 0.8984 55/1417 [>.............................] - ETA: 12:48 - loss: 435.4195 - logits_profile_predictions_loss: 429.6671 - logcount_predictions_loss: 0.8988 56/1417 [>.............................] - ETA: 12:47 - loss: 435.3103 - logits_profile_predictions_loss: 429.5552 - logcount_predictions_loss: 0.8992 57/1417 [>.............................] - ETA: 12:47 - loss: 435.2011 - logits_profile_predictions_loss: 429.4436 - logcount_predictions_loss: 0.8996 58/1417 [>.............................] - ETA: 12:46 - loss: 435.0954 - logits_profile_predictions_loss: 429.3352 - logcount_predictions_loss: 0.9000 59/1417 [>.............................] - ETA: 12:46 - loss: 434.9714 - logits_profile_predictions_loss: 429.2088 - logcount_predictions_loss: 0.9004 60/1417 [>.............................] - ETA: 12:45 - loss: 434.8594 - logits_profile_predictions_loss: 429.0946 - logcount_predictions_loss: 0.9007 61/1417 [>.............................] - ETA: 12:44 - loss: 434.7404 - logits_profile_predictions_loss: 428.9737 - logcount_predictions_loss: 0.9010 62/1417 [>.............................] - ETA: 12:44 - loss: 434.6539 - logits_profile_predictions_loss: 428.8856 - logcount_predictions_loss: 0.9013 63/1417 [>.............................] - ETA: 12:43 - loss: 434.5654 - logits_profile_predictions_loss: 428.7953 - logcount_predictions_loss: 0.9016 64/1417 [>.............................] - ETA: 12:43 - loss: 434.4688 - logits_profile_predictions_loss: 428.6973 - logcount_predictions_loss: 0.9018 65/1417 [>.............................] - ETA: 12:42 - loss: 434.3771 - logits_profile_predictions_loss: 428.6043 - logcount_predictions_loss: 0.9020 66/1417 [>.............................] - ETA: 12:42 - loss: 434.2999 - logits_profile_predictions_loss: 428.5259 - logcount_predictions_loss: 0.9022 67/1417 [>.............................] - ETA: 12:41 - loss: 434.2410 - logits_profile_predictions_loss: 428.4656 - logcount_predictions_loss: 0.9024 68/1417 [>.............................] - ETA: 12:41 - loss: 434.2017 - logits_profile_predictions_loss: 428.4246 - logcount_predictions_loss: 0.9027 69/1417 [>.............................] - ETA: 12:40 - loss: 434.1609 - logits_profile_predictions_loss: 428.3821 - logcount_predictions_loss: 0.9029 70/1417 [>.............................] - ETA: 12:39 - loss: 434.1325 - logits_profile_predictions_loss: 428.3521 - logcount_predictions_loss: 0.9032 71/1417 [>.............................] - ETA: 12:39 - loss: 434.1154 - logits_profile_predictions_loss: 428.3332 - logcount_predictions_loss: 0.9035 72/1417 [>.............................] - ETA: 12:38 - loss: 434.0850 - logits_profile_predictions_loss: 428.3010 - logcount_predictions_loss: 0.9038 73/1417 [>.............................] - ETA: 12:38 - loss: 434.0681 - logits_profile_predictions_loss: 428.2821 - logcount_predictions_loss: 0.9041 74/1417 [>.............................] - ETA: 12:37 - loss: 434.0670 - logits_profile_predictions_loss: 428.2792 - logcount_predictions_loss: 0.9043 75/1417 [>.............................] - ETA: 12:37 - loss: 434.0836 - logits_profile_predictions_loss: 428.2941 - logcount_predictions_loss: 0.9046 76/1417 [>.............................] - ETA: 12:36 - loss: 434.0786 - logits_profile_predictions_loss: 428.2874 - logcount_predictions_loss: 0.9049 77/1417 [>.............................] - ETA: 12:35 - loss: 434.0599 - logits_profile_predictions_loss: 428.2667 - logcount_predictions_loss: 0.9052 78/1417 [>.............................] - ETA: 12:35 - loss: 434.0477 - logits_profile_predictions_loss: 428.2525 - logcount_predictions_loss: 0.9055 79/1417 [>.............................] - ETA: 12:34 - loss: 434.0406 - logits_profile_predictions_loss: 428.2434 - logcount_predictions_loss: 0.9058 80/1417 [>.............................] - ETA: 12:34 - loss: 434.0492 - logits_profile_predictions_loss: 428.2500 - logcount_predictions_loss: 0.9061 81/1417 [>.............................] - ETA: 12:33 - loss: 434.0539 - logits_profile_predictions_loss: 428.2530 - logcount_predictions_loss: 0.9064 82/1417 [>.............................] - ETA: 12:33 - loss: 434.0425 - logits_profile_predictions_loss: 428.2398 - logcount_predictions_loss: 0.9067 83/1417 [>.............................] - ETA: 12:32 - loss: 434.0118 - logits_profile_predictions_loss: 428.2074 - logcount_predictions_loss: 0.9069 84/1417 [>.............................] - ETA: 12:31 - loss: 433.9806 - logits_profile_predictions_loss: 428.1747 - logcount_predictions_loss: 0.9072 85/1417 [>.............................] - ETA: 12:31 - loss: 433.9602 - logits_profile_predictions_loss: 428.1529 - logcount_predictions_loss: 0.9074 86/1417 [>.............................] - ETA: 12:30 - loss: 433.9270 - logits_profile_predictions_loss: 428.1183 - logcount_predictions_loss: 0.9076 87/1417 [>.............................] - ETA: 12:30 - loss: 433.8831 - logits_profile_predictions_loss: 428.0731 - logcount_predictions_loss: 0.9078 88/1417 [>.............................] - ETA: 12:29 - loss: 433.8482 - logits_profile_predictions_loss: 428.0370 - logcount_predictions_loss: 0.9080 89/1417 [>.............................] - ETA: 12:29 - loss: 433.8239 - logits_profile_predictions_loss: 428.0114 - logcount_predictions_loss: 0.9082 90/1417 [>.............................] - ETA: 12:28 - loss: 433.7867 - logits_profile_predictions_loss: 427.9730 - logcount_predictions_loss: 0.9084 91/1417 [>.............................] - ETA: 12:28 - loss: 433.7410 - logits_profile_predictions_loss: 427.9261 - logcount_predictions_loss: 0.9086 92/1417 [>.............................] - ETA: 12:27 - loss: 433.6910 - logits_profile_predictions_loss: 427.8750 - logcount_predictions_loss: 0.9088 93/1417 [>.............................] - ETA: 12:26 - loss: 433.6645 - logits_profile_predictions_loss: 427.8472 - logcount_predictions_loss: 0.9090 94/1417 [>.............................] - ETA: 12:26 - loss: 433.6484 - logits_profile_predictions_loss: 427.8298 - logcount_predictions_loss: 0.9092 95/1417 [=>............................] - ETA: 12:25 - loss: 433.6331 - logits_profile_predictions_loss: 427.8134 - logcount_predictions_loss: 0.9093 96/1417 [=>............................] - ETA: 12:25 - loss: 433.6192 - logits_profile_predictions_loss: 427.7983 - logcount_predictions_loss: 0.9095 97/1417 [=>............................] - ETA: 12:24 - loss: 433.6216 - logits_profile_predictions_loss: 427.7997 - logcount_predictions_loss: 0.9097 98/1417 [=>............................] - ETA: 12:24 - loss: 433.6325 - logits_profile_predictions_loss: 427.8098 - logcount_predictions_loss: 0.9098 99/1417 [=>............................] - ETA: 12:23 - loss: 433.6354 - logits_profile_predictions_loss: 427.8120 - logcount_predictions_loss: 0.9099 100/1417 [=>............................] - ETA: 12:22 - loss: 433.6391 - logits_profile_predictions_loss: 427.8147 - logcount_predictions_loss: 0.9101 101/1417 [=>............................] - ETA: 12:22 - loss: 433.6595 - logits_profile_predictions_loss: 427.8344 - logcount_predictions_loss: 0.9102 102/1417 [=>............................] - ETA: 12:21 - loss: 433.6836 - logits_profile_predictions_loss: 427.8576 - logcount_predictions_loss: 0.9103 103/1417 [=>............................] - ETA: 12:21 - loss: 433.7026 - logits_profile_predictions_loss: 427.8757 - logcount_predictions_loss: 0.9105 104/1417 [=>............................] - ETA: 12:20 - loss: 433.7321 - logits_profile_predictions_loss: 427.9043 - logcount_predictions_loss: 0.9106 105/1417 [=>............................] - ETA: 12:20 - loss: 433.7501 - logits_profile_predictions_loss: 427.9214 - logcount_predictions_loss: 0.9107 106/1417 [=>............................] - ETA: 12:19 - loss: 433.7661 - logits_profile_predictions_loss: 427.9366 - logcount_predictions_loss: 0.9109 107/1417 [=>............................] - ETA: 12:19 - loss: 433.7808 - logits_profile_predictions_loss: 427.9507 - logcount_predictions_loss: 0.9110 108/1417 [=>............................] - ETA: 12:18 - loss: 433.7892 - logits_profile_predictions_loss: 427.9584 - logcount_predictions_loss: 0.9111 109/1417 [=>............................] - ETA: 12:17 - loss: 433.7969 - logits_profile_predictions_loss: 427.9657 - logcount_predictions_loss: 0.9111 110/1417 [=>............................] - ETA: 12:17 - loss: 433.7970 - logits_profile_predictions_loss: 427.9656 - logcount_predictions_loss: 0.9112 111/1417 [=>............................] - ETA: 12:16 - loss: 433.7907 - logits_profile_predictions_loss: 427.9591 - logcount_predictions_loss: 0.9112 112/1417 [=>............................] - ETA: 12:16 - loss: 433.7929 - logits_profile_predictions_loss: 427.9611 - logcount_predictions_loss: 0.9112 113/1417 [=>............................] - ETA: 12:15 - loss: 433.7951 - logits_profile_predictions_loss: 427.9631 - logcount_predictions_loss: 0.9113 114/1417 [=>............................] - ETA: 12:15 - loss: 433.7945 - logits_profile_predictions_loss: 427.9622 - logcount_predictions_loss: 0.9113 115/1417 [=>............................] - ETA: 12:14 - loss: 433.7916 - logits_profile_predictions_loss: 427.9590 - logcount_predictions_loss: 0.9113 116/1417 [=>............................] - ETA: 12:13 - loss: 433.7874 - logits_profile_predictions_loss: 427.9543 - logcount_predictions_loss: 0.9114 117/1417 [=>............................] - ETA: 12:13 - loss: 433.7761 - logits_profile_predictions_loss: 427.9426 - logcount_predictions_loss: 0.9115 118/1417 [=>............................] - ETA: 12:12 - loss: 433.7612 - logits_profile_predictions_loss: 427.9271 - logcount_predictions_loss: 0.9116 119/1417 [=>............................] - ETA: 12:12 - loss: 433.7625 - logits_profile_predictions_loss: 427.9277 - logcount_predictions_loss: 0.9117 120/1417 [=>............................] - ETA: 12:11 - loss: 433.7652 - logits_profile_predictions_loss: 427.9295 - logcount_predictions_loss: 0.9118 121/1417 [=>............................] - ETA: 12:11 - loss: 433.7691 - logits_profile_predictions_loss: 427.9328 - logcount_predictions_loss: 0.9119 122/1417 [=>............................] - ETA: 12:10 - loss: 433.7784 - logits_profile_predictions_loss: 427.9413 - logcount_predictions_loss: 0.9120 123/1417 [=>............................] - ETA: 12:10 - loss: 433.7874 - logits_profile_predictions_loss: 427.9497 - logcount_predictions_loss: 0.9121 124/1417 [=>............................] - ETA: 12:09 - loss: 433.7981 - logits_profile_predictions_loss: 427.9599 - logcount_predictions_loss: 0.9122 125/1417 [=>............................] - ETA: 12:08 - loss: 433.8094 - logits_profile_predictions_loss: 427.9706 - logcount_predictions_loss: 0.9123 126/1417 [=>............................] - ETA: 12:08 - loss: 433.8211 - logits_profile_predictions_loss: 427.9817 - logcount_predictions_loss: 0.9124 127/1417 [=>............................] - ETA: 12:07 - loss: 433.8338 - logits_profile_predictions_loss: 427.9939 - logcount_predictions_loss: 0.9125 128/1417 [=>............................] - ETA: 12:07 - loss: 433.8473 - logits_profile_predictions_loss: 428.0069 - logcount_predictions_loss: 0.9126 129/1417 [=>............................] - ETA: 12:06 - loss: 433.8663 - logits_profile_predictions_loss: 428.0254 - logcount_predictions_loss: 0.9126 130/1417 [=>............................] - ETA: 12:06 - loss: 433.8845 - logits_profile_predictions_loss: 428.0432 - logcount_predictions_loss: 0.9127 131/1417 [=>............................] - ETA: 12:05 - loss: 433.9031 - logits_profile_predictions_loss: 428.0614 - logcount_predictions_loss: 0.9128 132/1417 [=>............................] - ETA: 12:04 - loss: 433.9221 - logits_profile_predictions_loss: 428.0799 - logcount_predictions_loss: 0.9128 133/1417 [=>............................] - ETA: 12:04 - loss: 433.9364 - logits_profile_predictions_loss: 428.0937 - logcount_predictions_loss: 0.9129 134/1417 [=>............................] - ETA: 12:03 - loss: 433.9520 - logits_profile_predictions_loss: 428.1088 - logcount_predictions_loss: 0.9130 135/1417 [=>............................] - ETA: 12:03 - loss: 433.9658 - logits_profile_predictions_loss: 428.1222 - logcount_predictions_loss: 0.9131 136/1417 [=>............................] - ETA: 12:02 - loss: 433.9793 - logits_profile_predictions_loss: 428.1351 - logcount_predictions_loss: 0.9132 137/1417 [=>............................] - ETA: 12:02 - loss: 433.9949 - logits_profile_predictions_loss: 428.1501 - logcount_predictions_loss: 0.9132 138/1417 [=>............................] - ETA: 12:01 - loss: 434.0070 - logits_profile_predictions_loss: 428.1616 - logcount_predictions_loss: 0.9133 139/1417 [=>............................] - ETA: 12:01 - loss: 434.0193 - logits_profile_predictions_loss: 428.1734 - logcount_predictions_loss: 0.9134 140/1417 [=>............................] - ETA: 12:00 - loss: 434.0319 - logits_profile_predictions_loss: 428.1854 - logcount_predictions_loss: 0.9135 141/1417 [=>............................] - ETA: 11:59 - loss: 434.0460 - logits_profile_predictions_loss: 428.1989 - logcount_predictions_loss: 0.9136 142/1417 [==>...........................] - ETA: 11:59 - loss: 434.0630 - logits_profile_predictions_loss: 428.2152 - logcount_predictions_loss: 0.9137 143/1417 [==>...........................] - ETA: 11:58 - loss: 434.0759 - logits_profile_predictions_loss: 428.2276 - logcount_predictions_loss: 0.9138 144/1417 [==>...........................] - ETA: 11:58 - loss: 434.0873 - logits_profile_predictions_loss: 428.2383 - logcount_predictions_loss: 0.9139 145/1417 [==>...........................] - ETA: 11:57 - loss: 434.1001 - logits_profile_predictions_loss: 428.2504 - logcount_predictions_loss: 0.9140 146/1417 [==>...........................] - ETA: 11:57 - loss: 434.1110 - logits_profile_predictions_loss: 428.2605 - logcount_predictions_loss: 0.9141 147/1417 [==>...........................] - ETA: 11:56 - loss: 434.1308 - logits_profile_predictions_loss: 428.2796 - logcount_predictions_loss: 0.9143 148/1417 [==>...........................] - ETA: 11:55 - loss: 434.1477 - logits_profile_predictions_loss: 428.2958 - logcount_predictions_loss: 0.9144 149/1417 [==>...........................] - ETA: 11:55 - loss: 434.1640 - logits_profile_predictions_loss: 428.3113 - logcount_predictions_loss: 0.9145 150/1417 [==>...........................] - ETA: 11:54 - loss: 434.1794 - logits_profile_predictions_loss: 428.3259 - logcount_predictions_loss: 0.9146 151/1417 [==>...........................] - ETA: 11:54 - loss: 434.1964 - logits_profile_predictions_loss: 428.3422 - logcount_predictions_loss: 0.9147 152/1417 [==>...........................] - ETA: 11:53 - loss: 434.2144 - logits_profile_predictions_loss: 428.3593 - logcount_predictions_loss: 0.9149 153/1417 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[===>..........................] - ETA: 11:31 - loss: 434.6969 - logits_profile_predictions_loss: 428.8194 - logcount_predictions_loss: 0.9184 193/1417 [===>..........................] - ETA: 11:30 - loss: 434.6977 - logits_profile_predictions_loss: 428.8200 - logcount_predictions_loss: 0.9184 194/1417 [===>..........................] - ETA: 11:30 - loss: 434.6982 - logits_profile_predictions_loss: 428.8204 - logcount_predictions_loss: 0.9184 195/1417 [===>..........................] - ETA: 11:29 - loss: 434.7024 - logits_profile_predictions_loss: 428.8244 - logcount_predictions_loss: 0.9184 196/1417 [===>..........................] - ETA: 11:28 - loss: 434.7103 - logits_profile_predictions_loss: 428.8321 - logcount_predictions_loss: 0.9185 197/1417 [===>..........................] - ETA: 11:28 - loss: 434.7170 - logits_profile_predictions_loss: 428.8387 - logcount_predictions_loss: 0.9185 198/1417 [===>..........................] - ETA: 11:27 - loss: 434.7211 - logits_profile_predictions_loss: 428.8426 - logcount_predictions_loss: 0.9185 199/1417 [===>..........................] - ETA: 11:27 - loss: 434.7231 - logits_profile_predictions_loss: 428.8445 - logcount_predictions_loss: 0.9185 200/1417 [===>..........................] - ETA: 11:26 - loss: 434.7259 - logits_profile_predictions_loss: 428.8472 - logcount_predictions_loss: 0.9186 201/1417 [===>..........................] - ETA: 11:26 - loss: 434.7263 - logits_profile_predictions_loss: 428.8474 - logcount_predictions_loss: 0.9186 202/1417 [===>..........................] - ETA: 11:25 - loss: 434.7255 - logits_profile_predictions_loss: 428.8464 - logcount_predictions_loss: 0.9186 203/1417 [===>..........................] - ETA: 11:24 - loss: 434.7239 - logits_profile_predictions_loss: 428.8446 - logcount_predictions_loss: 0.9186 204/1417 [===>..........................] - ETA: 11:24 - loss: 434.7197 - logits_profile_predictions_loss: 428.8404 - logcount_predictions_loss: 0.9187 205/1417 [===>..........................] - ETA: 11:23 - loss: 434.7145 - logits_profile_predictions_loss: 428.8350 - logcount_predictions_loss: 0.9187 206/1417 [===>..........................] - ETA: 11:23 - loss: 434.7101 - logits_profile_predictions_loss: 428.8305 - logcount_predictions_loss: 0.9187 207/1417 [===>..........................] - ETA: 11:22 - loss: 434.7042 - logits_profile_predictions_loss: 428.8244 - logcount_predictions_loss: 0.9187 208/1417 [===>..........................] - ETA: 11:22 - loss: 434.6996 - logits_profile_predictions_loss: 428.8197 - logcount_predictions_loss: 0.9187 209/1417 [===>..........................] - ETA: 11:21 - loss: 434.6969 - logits_profile_predictions_loss: 428.8169 - logcount_predictions_loss: 0.9188 210/1417 [===>..........................] - ETA: 11:21 - loss: 434.6942 - logits_profile_predictions_loss: 428.8141 - logcount_predictions_loss: 0.9188 211/1417 [===>..........................] - ETA: 11:20 - loss: 434.6943 - 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[===>..........................] - ETA: 11:16 - loss: 434.6834 - logits_profile_predictions_loss: 428.8020 - logcount_predictions_loss: 0.9190 219/1417 [===>..........................] - ETA: 11:15 - loss: 434.6842 - logits_profile_predictions_loss: 428.8025 - logcount_predictions_loss: 0.9190 220/1417 [===>..........................] - ETA: 11:15 - loss: 434.6841 - logits_profile_predictions_loss: 428.8022 - logcount_predictions_loss: 0.9190 221/1417 [===>..........................] - ETA: 11:14 - loss: 434.6846 - logits_profile_predictions_loss: 428.8024 - logcount_predictions_loss: 0.9191 222/1417 [===>..........................] - ETA: 11:14 - loss: 434.6851 - logits_profile_predictions_loss: 428.8027 - logcount_predictions_loss: 0.9191 223/1417 [===>..........................] - ETA: 11:13 - loss: 434.6891 - logits_profile_predictions_loss: 428.8065 - logcount_predictions_loss: 0.9192 224/1417 [===>..........................] - ETA: 11:13 - loss: 434.6915 - 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[===>..........................] - ETA: 11:09 - loss: 434.7107 - logits_profile_predictions_loss: 428.8267 - logcount_predictions_loss: 0.9194 232/1417 [===>..........................] - ETA: 11:08 - loss: 434.7109 - logits_profile_predictions_loss: 428.8268 - logcount_predictions_loss: 0.9194 233/1417 [===>..........................] - ETA: 11:08 - loss: 434.7147 - logits_profile_predictions_loss: 428.8304 - logcount_predictions_loss: 0.9194 234/1417 [===>..........................] - ETA: 11:07 - loss: 434.7197 - logits_profile_predictions_loss: 428.8352 - logcount_predictions_loss: 0.9194 235/1417 [===>..........................] - ETA: 11:06 - loss: 434.7245 - logits_profile_predictions_loss: 428.8398 - logcount_predictions_loss: 0.9195 236/1417 [===>..........................] - ETA: 11:06 - loss: 434.7302 - logits_profile_predictions_loss: 428.8453 - logcount_predictions_loss: 0.9195 237/1417 [====>.........................] - ETA: 11:05 - loss: 434.7354 - 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[====>.........................] - ETA: 11:01 - loss: 434.7688 - logits_profile_predictions_loss: 428.8818 - logcount_predictions_loss: 0.9198 245/1417 [====>.........................] - ETA: 11:01 - loss: 434.7719 - logits_profile_predictions_loss: 428.8846 - logcount_predictions_loss: 0.9199 246/1417 [====>.........................] - ETA: 11:00 - loss: 434.7743 - logits_profile_predictions_loss: 428.8868 - logcount_predictions_loss: 0.9199 247/1417 [====>.........................] - ETA: 11:00 - loss: 434.7772 - logits_profile_predictions_loss: 428.8895 - logcount_predictions_loss: 0.9199 248/1417 [====>.........................] - ETA: 10:59 - loss: 434.7803 - logits_profile_predictions_loss: 428.8924 - logcount_predictions_loss: 0.9200 249/1417 [====>.........................] - ETA: 10:59 - loss: 434.7849 - logits_profile_predictions_loss: 428.8968 - logcount_predictions_loss: 0.9200 250/1417 [====>.........................] - ETA: 10:58 - loss: 434.7884 - 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[====>.........................] - ETA: 10:54 - loss: 434.8095 - logits_profile_predictions_loss: 428.9201 - logcount_predictions_loss: 0.9202 258/1417 [====>.........................] - ETA: 10:53 - loss: 434.8109 - logits_profile_predictions_loss: 428.9214 - logcount_predictions_loss: 0.9202 259/1417 [====>.........................] - ETA: 10:53 - loss: 434.8102 - logits_profile_predictions_loss: 428.9206 - logcount_predictions_loss: 0.9202 260/1417 [====>.........................] - ETA: 10:52 - loss: 434.8075 - logits_profile_predictions_loss: 428.9178 - logcount_predictions_loss: 0.9203 261/1417 [====>.........................] - ETA: 10:52 - loss: 434.8062 - logits_profile_predictions_loss: 428.9164 - logcount_predictions_loss: 0.9203 262/1417 [====>.........................] - ETA: 10:51 - loss: 434.8033 - logits_profile_predictions_loss: 428.9135 - logcount_predictions_loss: 0.9203 263/1417 [====>.........................] - ETA: 10:51 - loss: 434.8005 - 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[====>.........................] - ETA: 10:47 - loss: 434.7865 - logits_profile_predictions_loss: 428.8962 - logcount_predictions_loss: 0.9204 271/1417 [====>.........................] - ETA: 10:46 - loss: 434.7819 - logits_profile_predictions_loss: 428.8915 - logcount_predictions_loss: 0.9204 272/1417 [====>.........................] - ETA: 10:46 - loss: 434.7775 - logits_profile_predictions_loss: 428.8870 - logcount_predictions_loss: 0.9204 273/1417 [====>.........................] - ETA: 10:45 - loss: 434.7727 - logits_profile_predictions_loss: 428.8822 - logcount_predictions_loss: 0.9204 274/1417 [====>.........................] - ETA: 10:44 - loss: 434.7678 - logits_profile_predictions_loss: 428.8772 - logcount_predictions_loss: 0.9204 275/1417 [====>.........................] - ETA: 10:44 - loss: 434.7623 - logits_profile_predictions_loss: 428.8716 - logcount_predictions_loss: 0.9204 276/1417 [====>.........................] - ETA: 10:43 - loss: 434.7573 - 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424.8276 - logcount_predictions_loss: 0.9185 1408/1417 [============================>.] - ETA: 5s - loss: 430.7042 - logits_profile_predictions_loss: 424.8259 - logcount_predictions_loss: 0.9185 1409/1417 [============================>.] - ETA: 4s - loss: 430.7024 - logits_profile_predictions_loss: 424.8240 - logcount_predictions_loss: 0.9185 1410/1417 [============================>.] - ETA: 3s - loss: 430.7006 - logits_profile_predictions_loss: 424.8223 - logcount_predictions_loss: 0.9185 1411/1417 [============================>.] - ETA: 3s - loss: 430.6987 - logits_profile_predictions_loss: 424.8205 - logcount_predictions_loss: 0.9185 1412/1417 [============================>.] - ETA: 2s - loss: 430.6969 - logits_profile_predictions_loss: 424.8187 - logcount_predictions_loss: 0.9185 1413/1417 [============================>.] - ETA: 2s - loss: 430.6952 - logits_profile_predictions_loss: 424.8170 - logcount_predictions_loss: 0.9185 1414/1417 [============================>.] - ETA: 1s - loss: 430.6934 - logits_profile_predictions_loss: 424.8152 - logcount_predictions_loss: 0.9185 1415/1417 [============================>.] - ETA: 1s - loss: 430.6917 - logits_profile_predictions_loss: 424.8135 - logcount_predictions_loss: 0.9185 1416/1417 [============================>.] - ETA: 0s - loss: 430.6900 - logits_profile_predictions_loss: 424.8118 - logcount_predictions_loss: 0.9185 1417/1417 [==============================] - ETA: 0s - loss: 430.6883 - logits_profile_predictions_loss: 424.8102 - logcount_predictions_loss: 0.9184 1417/1417 [==============================] - 828s 584ms/step - loss: 430.6866 - logits_profile_predictions_loss: 424.8085 - logcount_predictions_loss: 0.9184 - val_loss: 469.5388 - val_logits_profile_predictions_loss: 463.9687 - val_logcount_predictions_loss: 0.8704 Epoch 00012: val_loss did not improve from 467.28467 Epoch 13/50 1/1417 [..............................] - ETA: 13:45 - loss: 365.5620 - logits_profile_predictions_loss: 359.1091 - logcount_predictions_loss: 1.0083 2/1417 [..............................] - ETA: 13:17 - loss: 383.6819 - logits_profile_predictions_loss: 377.1078 - logcount_predictions_loss: 1.0272 3/1417 [..............................] - ETA: 13:17 - loss: 387.7135 - logits_profile_predictions_loss: 381.2535 - logcount_predictions_loss: 1.0094 4/1417 [..............................] - ETA: 13:17 - loss: 390.4707 - logits_profile_predictions_loss: 384.0846 - logcount_predictions_loss: 0.9978 5/1417 [..............................] - ETA: 13:16 - loss: 392.4910 - logits_profile_predictions_loss: 386.1307 - logcount_predictions_loss: 0.9938 6/1417 [..............................] - ETA: 13:15 - loss: 391.4825 - logits_profile_predictions_loss: 385.1692 - logcount_predictions_loss: 0.9864 7/1417 [..............................] - ETA: 13:15 - loss: 393.5183 - logits_profile_predictions_loss: 387.2585 - logcount_predictions_loss: 0.9781 8/1417 [..............................] - ETA: 13:14 - loss: 393.8114 - logits_profile_predictions_loss: 387.6081 - logcount_predictions_loss: 0.9693 9/1417 [..............................] - ETA: 13:14 - loss: 395.0006 - logits_profile_predictions_loss: 388.8148 - logcount_predictions_loss: 0.9665 10/1417 [..............................] - ETA: 13:13 - loss: 396.1129 - logits_profile_predictions_loss: 389.9627 - logcount_predictions_loss: 0.9610 11/1417 [..............................] - ETA: 13:13 - loss: 397.3084 - logits_profile_predictions_loss: 391.1834 - logcount_predictions_loss: 0.9570 12/1417 [..............................] - ETA: 13:12 - loss: 398.6590 - logits_profile_predictions_loss: 392.5601 - logcount_predictions_loss: 0.9530 13/1417 [..............................] - ETA: 13:12 - loss: 400.1936 - logits_profile_predictions_loss: 394.1212 - logcount_predictions_loss: 0.9488 14/1417 [..............................] - ETA: 13:11 - loss: 401.9682 - logits_profile_predictions_loss: 395.9266 - logcount_predictions_loss: 0.9440 15/1417 [..............................] - ETA: 13:11 - loss: 403.8453 - logits_profile_predictions_loss: 397.8308 - logcount_predictions_loss: 0.9398 16/1417 [..............................] - ETA: 13:10 - loss: 405.2734 - logits_profile_predictions_loss: 399.2793 - logcount_predictions_loss: 0.9366 17/1417 [..............................] - ETA: 13:09 - loss: 406.7512 - logits_profile_predictions_loss: 400.7752 - logcount_predictions_loss: 0.9338 18/1417 [..............................] - ETA: 13:09 - loss: 407.9401 - logits_profile_predictions_loss: 401.9834 - logcount_predictions_loss: 0.9307 19/1417 [..............................] - ETA: 13:08 - loss: 408.9446 - logits_profile_predictions_loss: 403.0016 - logcount_predictions_loss: 0.9286 20/1417 [..............................] - ETA: 13:08 - loss: 409.9198 - logits_profile_predictions_loss: 403.9918 - logcount_predictions_loss: 0.9263 21/1417 [..............................] - ETA: 13:07 - loss: 410.6478 - logits_profile_predictions_loss: 404.7306 - logcount_predictions_loss: 0.9246 22/1417 [..............................] - ETA: 13:06 - loss: 411.1510 - logits_profile_predictions_loss: 405.2444 - logcount_predictions_loss: 0.9229 23/1417 [..............................] - ETA: 13:06 - loss: 411.4780 - logits_profile_predictions_loss: 405.5851 - logcount_predictions_loss: 0.9208 24/1417 [..............................] - ETA: 13:05 - loss: 411.8280 - logits_profile_predictions_loss: 405.9465 - logcount_predictions_loss: 0.9190 25/1417 [..............................] - ETA: 13:05 - loss: 412.1833 - logits_profile_predictions_loss: 406.3103 - logcount_predictions_loss: 0.9177 26/1417 [..............................] - ETA: 13:04 - loss: 412.4400 - logits_profile_predictions_loss: 406.5747 - logcount_predictions_loss: 0.9165 27/1417 [..............................] - ETA: 13:04 - loss: 412.7273 - logits_profile_predictions_loss: 406.8696 - logcount_predictions_loss: 0.9153 28/1417 [..............................] - ETA: 13:03 - loss: 413.0966 - logits_profile_predictions_loss: 407.2471 - logcount_predictions_loss: 0.9140 29/1417 [..............................] - ETA: 13:02 - loss: 413.5000 - logits_profile_predictions_loss: 407.6556 - logcount_predictions_loss: 0.9132 30/1417 [..............................] - ETA: 13:02 - loss: 413.9572 - logits_profile_predictions_loss: 408.1174 - logcount_predictions_loss: 0.9125 31/1417 [..............................] - ETA: 13:01 - loss: 414.4783 - logits_profile_predictions_loss: 408.6451 - logcount_predictions_loss: 0.9114 32/1417 [..............................] - ETA: 13:01 - loss: 415.0308 - logits_profile_predictions_loss: 409.2026 - logcount_predictions_loss: 0.9107 33/1417 [..............................] - ETA: 13:00 - loss: 415.4853 - logits_profile_predictions_loss: 409.6602 - logcount_predictions_loss: 0.9102 34/1417 [..............................] - ETA: 13:00 - loss: 415.9465 - logits_profile_predictions_loss: 410.1242 - logcount_predictions_loss: 0.9097 35/1417 [..............................] - ETA: 12:59 - loss: 416.3384 - logits_profile_predictions_loss: 410.5177 - logcount_predictions_loss: 0.9095 36/1417 [..............................] - ETA: 12:58 - loss: 416.6724 - logits_profile_predictions_loss: 410.8534 - logcount_predictions_loss: 0.9092 37/1417 [..............................] - ETA: 12:58 - loss: 416.9259 - logits_profile_predictions_loss: 411.1093 - logcount_predictions_loss: 0.9088 38/1417 [..............................] - ETA: 12:57 - loss: 417.1454 - logits_profile_predictions_loss: 411.3309 - logcount_predictions_loss: 0.9085 39/1417 [..............................] - ETA: 12:57 - loss: 417.3527 - logits_profile_predictions_loss: 411.5395 - logcount_predictions_loss: 0.9083 40/1417 [..............................] - ETA: 12:56 - loss: 417.5238 - logits_profile_predictions_loss: 411.7124 - logcount_predictions_loss: 0.9080 41/1417 [..............................] - ETA: 12:56 - loss: 417.6758 - logits_profile_predictions_loss: 411.8660 - logcount_predictions_loss: 0.9078 42/1417 [..............................] - ETA: 12:55 - loss: 417.7729 - logits_profile_predictions_loss: 411.9640 - logcount_predictions_loss: 0.9076 43/1417 [..............................] - ETA: 12:55 - loss: 417.8589 - logits_profile_predictions_loss: 412.0514 - logcount_predictions_loss: 0.9074 44/1417 [..............................] - ETA: 12:54 - loss: 417.9726 - logits_profile_predictions_loss: 412.1669 - logcount_predictions_loss: 0.9071 45/1417 [..............................] - ETA: 12:53 - loss: 418.0568 - logits_profile_predictions_loss: 412.2532 - logcount_predictions_loss: 0.9068 46/1417 [..............................] - ETA: 12:53 - loss: 418.1528 - logits_profile_predictions_loss: 412.3515 - logcount_predictions_loss: 0.9065 47/1417 [..............................] - ETA: 12:52 - loss: 418.2071 - logits_profile_predictions_loss: 412.4085 - logcount_predictions_loss: 0.9060 48/1417 [>.............................] - ETA: 12:52 - loss: 418.2733 - logits_profile_predictions_loss: 412.4769 - logcount_predictions_loss: 0.9057 49/1417 [>.............................] - ETA: 12:51 - loss: 418.3395 - logits_profile_predictions_loss: 412.5450 - logcount_predictions_loss: 0.9054 50/1417 [>.............................] - ETA: 12:51 - loss: 418.3936 - logits_profile_predictions_loss: 412.6021 - logcount_predictions_loss: 0.9049 51/1417 [>.............................] - ETA: 12:50 - loss: 418.4633 - logits_profile_predictions_loss: 412.6746 - logcount_predictions_loss: 0.9045 52/1417 [>.............................] - ETA: 12:49 - loss: 418.5716 - logits_profile_predictions_loss: 412.7851 - logcount_predictions_loss: 0.9041 53/1417 [>.............................] - ETA: 12:49 - loss: 418.6745 - logits_profile_predictions_loss: 412.8903 - logcount_predictions_loss: 0.9038 54/1417 [>.............................] - ETA: 12:48 - loss: 418.7881 - logits_profile_predictions_loss: 413.0061 - logcount_predictions_loss: 0.9034 55/1417 [>.............................] - ETA: 12:48 - loss: 418.8762 - logits_profile_predictions_loss: 413.0966 - logcount_predictions_loss: 0.9031 56/1417 [>.............................] - ETA: 12:47 - loss: 418.9498 - logits_profile_predictions_loss: 413.1724 - logcount_predictions_loss: 0.9027 57/1417 [>.............................] - ETA: 12:47 - loss: 419.0227 - logits_profile_predictions_loss: 413.2472 - logcount_predictions_loss: 0.9024 58/1417 [>.............................] - ETA: 12:46 - loss: 419.1081 - logits_profile_predictions_loss: 413.3341 - logcount_predictions_loss: 0.9022 59/1417 [>.............................] - ETA: 12:46 - loss: 419.2141 - logits_profile_predictions_loss: 413.4412 - logcount_predictions_loss: 0.9020 60/1417 [>.............................] - ETA: 12:45 - loss: 419.3579 - logits_profile_predictions_loss: 413.5860 - logcount_predictions_loss: 0.9019 61/1417 [>.............................] - ETA: 12:44 - loss: 419.4738 - logits_profile_predictions_loss: 413.7027 - logcount_predictions_loss: 0.9017 62/1417 [>.............................] - ETA: 12:44 - loss: 419.6257 - logits_profile_predictions_loss: 413.8553 - logcount_predictions_loss: 0.9016 63/1417 [>.............................] - ETA: 12:43 - loss: 419.7870 - logits_profile_predictions_loss: 414.0175 - logcount_predictions_loss: 0.9015 64/1417 [>.............................] - ETA: 12:43 - loss: 419.9497 - logits_profile_predictions_loss: 414.1809 - logcount_predictions_loss: 0.9014 65/1417 [>.............................] - ETA: 12:42 - loss: 420.0907 - logits_profile_predictions_loss: 414.3224 - logcount_predictions_loss: 0.9013 66/1417 [>.............................] - ETA: 12:42 - loss: 420.2193 - logits_profile_predictions_loss: 414.4505 - logcount_predictions_loss: 0.9014 67/1417 [>.............................] - ETA: 12:41 - loss: 420.3237 - logits_profile_predictions_loss: 414.5546 - logcount_predictions_loss: 0.9014 68/1417 [>.............................] - ETA: 12:40 - loss: 420.4184 - logits_profile_predictions_loss: 414.6493 - logcount_predictions_loss: 0.9014 69/1417 [>.............................] - ETA: 12:40 - loss: 420.5179 - logits_profile_predictions_loss: 414.7488 - logcount_predictions_loss: 0.9014 70/1417 [>.............................] - ETA: 12:39 - loss: 420.6131 - logits_profile_predictions_loss: 414.8438 - logcount_predictions_loss: 0.9014 71/1417 [>.............................] - ETA: 12:39 - loss: 420.6983 - logits_profile_predictions_loss: 414.9290 - logcount_predictions_loss: 0.9014 72/1417 [>.............................] - ETA: 12:38 - loss: 420.7679 - logits_profile_predictions_loss: 414.9983 - logcount_predictions_loss: 0.9015 73/1417 [>.............................] - ETA: 12:38 - loss: 420.8168 - logits_profile_predictions_loss: 415.0469 - logcount_predictions_loss: 0.9016 74/1417 [>.............................] - ETA: 12:37 - loss: 420.8700 - logits_profile_predictions_loss: 415.0994 - logcount_predictions_loss: 0.9017 75/1417 [>.............................] - ETA: 12:37 - loss: 420.9305 - logits_profile_predictions_loss: 415.1591 - logcount_predictions_loss: 0.9018 76/1417 [>.............................] - ETA: 12:36 - loss: 420.9713 - logits_profile_predictions_loss: 415.1994 - logcount_predictions_loss: 0.9019 77/1417 [>.............................] - ETA: 12:35 - loss: 421.0165 - logits_profile_predictions_loss: 415.2442 - logcount_predictions_loss: 0.9019 78/1417 [>.............................] - ETA: 12:35 - loss: 421.0632 - logits_profile_predictions_loss: 415.2908 - logcount_predictions_loss: 0.9019 79/1417 [>.............................] - ETA: 12:34 - loss: 421.1157 - logits_profile_predictions_loss: 415.3431 - logcount_predictions_loss: 0.9020 80/1417 [>.............................] - ETA: 12:34 - loss: 421.1814 - logits_profile_predictions_loss: 415.4087 - logcount_predictions_loss: 0.9020 81/1417 [>.............................] - ETA: 12:33 - loss: 421.2673 - logits_profile_predictions_loss: 415.4943 - logcount_predictions_loss: 0.9020 82/1417 [>.............................] - ETA: 12:33 - loss: 421.3480 - logits_profile_predictions_loss: 415.5747 - logcount_predictions_loss: 0.9021 83/1417 [>.............................] - ETA: 12:32 - loss: 421.4198 - logits_profile_predictions_loss: 415.6461 - logcount_predictions_loss: 0.9021 84/1417 [>.............................] - ETA: 12:31 - loss: 421.4984 - logits_profile_predictions_loss: 415.7244 - logcount_predictions_loss: 0.9022 85/1417 [>.............................] - ETA: 12:31 - loss: 421.5759 - logits_profile_predictions_loss: 415.8017 - logcount_predictions_loss: 0.9022 86/1417 [>.............................] - ETA: 12:30 - loss: 421.6377 - logits_profile_predictions_loss: 415.8635 - logcount_predictions_loss: 0.9022 87/1417 [>.............................] - ETA: 12:30 - loss: 421.6973 - logits_profile_predictions_loss: 415.9231 - logcount_predictions_loss: 0.9022 88/1417 [>.............................] - ETA: 12:29 - loss: 421.7546 - logits_profile_predictions_loss: 415.9800 - logcount_predictions_loss: 0.9023 89/1417 [>.............................] - ETA: 12:29 - loss: 421.8103 - logits_profile_predictions_loss: 416.0350 - logcount_predictions_loss: 0.9024 90/1417 [>.............................] - ETA: 12:28 - loss: 421.8672 - logits_profile_predictions_loss: 416.0915 - logcount_predictions_loss: 0.9025 91/1417 [>.............................] - ETA: 12:28 - loss: 421.9107 - logits_profile_predictions_loss: 416.1345 - logcount_predictions_loss: 0.9025 92/1417 [>.............................] - ETA: 12:27 - loss: 421.9536 - logits_profile_predictions_loss: 416.1770 - logcount_predictions_loss: 0.9026 93/1417 [>.............................] - ETA: 12:26 - loss: 421.9834 - logits_profile_predictions_loss: 416.2065 - logcount_predictions_loss: 0.9026 94/1417 [>.............................] - ETA: 12:26 - loss: 422.0109 - logits_profile_predictions_loss: 416.2339 - logcount_predictions_loss: 0.9027 95/1417 [=>............................] - ETA: 12:25 - loss: 422.0309 - logits_profile_predictions_loss: 416.2540 - logcount_predictions_loss: 0.9026 96/1417 [=>............................] - ETA: 12:25 - loss: 422.0582 - logits_profile_predictions_loss: 416.2810 - logcount_predictions_loss: 0.9027 97/1417 [=>............................] - ETA: 12:24 - loss: 422.0797 - logits_profile_predictions_loss: 416.3025 - logcount_predictions_loss: 0.9027 98/1417 [=>............................] - ETA: 12:24 - loss: 422.1151 - logits_profile_predictions_loss: 416.3379 - logcount_predictions_loss: 0.9027 99/1417 [=>............................] - ETA: 12:23 - loss: 422.1489 - logits_profile_predictions_loss: 416.3716 - logcount_predictions_loss: 0.9027 100/1417 [=>............................] - ETA: 12:23 - loss: 422.1784 - logits_profile_predictions_loss: 416.4008 - logcount_predictions_loss: 0.9027 101/1417 [=>............................] - ETA: 12:22 - loss: 422.2017 - logits_profile_predictions_loss: 416.4238 - logcount_predictions_loss: 0.9028 102/1417 [=>............................] - ETA: 12:21 - loss: 422.2191 - logits_profile_predictions_loss: 416.4407 - logcount_predictions_loss: 0.9029 103/1417 [=>............................] - ETA: 12:21 - loss: 422.2398 - logits_profile_predictions_loss: 416.4610 - logcount_predictions_loss: 0.9029 104/1417 [=>............................] - ETA: 12:20 - loss: 422.2591 - logits_profile_predictions_loss: 416.4800 - logcount_predictions_loss: 0.9030 105/1417 [=>............................] - ETA: 12:20 - loss: 422.2833 - logits_profile_predictions_loss: 416.5037 - logcount_predictions_loss: 0.9031 106/1417 [=>............................] - ETA: 12:19 - loss: 422.2963 - logits_profile_predictions_loss: 416.5163 - logcount_predictions_loss: 0.9031 107/1417 [=>............................] - ETA: 12:19 - loss: 422.3195 - logits_profile_predictions_loss: 416.5391 - logcount_predictions_loss: 0.9032 108/1417 [=>............................] - ETA: 12:18 - loss: 422.3552 - logits_profile_predictions_loss: 416.5743 - logcount_predictions_loss: 0.9033 109/1417 [=>............................] - ETA: 12:17 - loss: 422.3876 - logits_profile_predictions_loss: 416.6063 - logcount_predictions_loss: 0.9033 110/1417 [=>............................] - ETA: 12:17 - loss: 422.4207 - logits_profile_predictions_loss: 416.6390 - logcount_predictions_loss: 0.9034 111/1417 [=>............................] - ETA: 12:16 - loss: 422.4432 - logits_profile_predictions_loss: 416.6613 - logcount_predictions_loss: 0.9034 112/1417 [=>............................] - ETA: 12:16 - loss: 422.4642 - logits_profile_predictions_loss: 416.6820 - logcount_predictions_loss: 0.9035 113/1417 [=>............................] - ETA: 12:15 - loss: 422.4838 - logits_profile_predictions_loss: 416.7015 - logcount_predictions_loss: 0.9035 114/1417 [=>............................] - ETA: 12:15 - loss: 422.5027 - logits_profile_predictions_loss: 416.7203 - logcount_predictions_loss: 0.9035 115/1417 [=>............................] - ETA: 12:14 - loss: 422.5260 - logits_profile_predictions_loss: 416.7435 - logcount_predictions_loss: 0.9035 116/1417 [=>............................] - ETA: 12:13 - loss: 422.5461 - logits_profile_predictions_loss: 416.7635 - logcount_predictions_loss: 0.9035 117/1417 [=>............................] - ETA: 12:13 - loss: 422.5661 - logits_profile_predictions_loss: 416.7834 - logcount_predictions_loss: 0.9035 118/1417 [=>............................] - ETA: 12:12 - loss: 422.5871 - logits_profile_predictions_loss: 416.8042 - logcount_predictions_loss: 0.9036 119/1417 [=>............................] - ETA: 12:12 - loss: 422.6157 - logits_profile_predictions_loss: 416.8327 - logcount_predictions_loss: 0.9036 120/1417 [=>............................] - ETA: 12:11 - loss: 422.6426 - logits_profile_predictions_loss: 416.8596 - logcount_predictions_loss: 0.9036 121/1417 [=>............................] - ETA: 12:11 - loss: 422.6652 - logits_profile_predictions_loss: 416.8822 - logcount_predictions_loss: 0.9036 122/1417 [=>............................] - ETA: 12:10 - loss: 422.6876 - logits_profile_predictions_loss: 416.9045 - logcount_predictions_loss: 0.9036 123/1417 [=>............................] - ETA: 12:10 - loss: 422.7103 - logits_profile_predictions_loss: 416.9272 - logcount_predictions_loss: 0.9036 124/1417 [=>............................] - ETA: 12:09 - loss: 422.7301 - logits_profile_predictions_loss: 416.9469 - logcount_predictions_loss: 0.9036 125/1417 [=>............................] - ETA: 12:08 - loss: 422.7445 - 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logits_profile_predictions_loss: 411.4100 - logcount_predictions_loss: 0.8874 1387/1417 [============================>.] - ETA: 16s - loss: 417.0903 - logits_profile_predictions_loss: 411.4109 - logcount_predictions_loss: 0.8874 1388/1417 [============================>.] - ETA: 16s - loss: 417.0912 - logits_profile_predictions_loss: 411.4119 - logcount_predictions_loss: 0.8874 1389/1417 [============================>.] - ETA: 15s - loss: 417.0921 - logits_profile_predictions_loss: 411.4129 - logcount_predictions_loss: 0.8874 1390/1417 [============================>.] - ETA: 15s - loss: 417.0931 - logits_profile_predictions_loss: 411.4138 - logcount_predictions_loss: 0.8874 1391/1417 [============================>.] - ETA: 14s - loss: 417.0940 - logits_profile_predictions_loss: 411.4148 - logcount_predictions_loss: 0.8874 1392/1417 [============================>.] - ETA: 14s - loss: 417.0950 - logits_profile_predictions_loss: 411.4158 - logcount_predictions_loss: 0.8874 1393/1417 [============================>.] - ETA: 13s - loss: 417.0959 - logits_profile_predictions_loss: 411.4168 - logcount_predictions_loss: 0.8874 1394/1417 [============================>.] - ETA: 12s - loss: 417.0970 - logits_profile_predictions_loss: 411.4178 - logcount_predictions_loss: 0.8874 1395/1417 [============================>.] - ETA: 12s - loss: 417.0980 - logits_profile_predictions_loss: 411.4188 - logcount_predictions_loss: 0.8874 1396/1417 [============================>.] - ETA: 11s - loss: 417.0989 - logits_profile_predictions_loss: 411.4198 - logcount_predictions_loss: 0.8874 1397/1417 [============================>.] - ETA: 11s - loss: 417.0999 - logits_profile_predictions_loss: 411.4208 - logcount_predictions_loss: 0.8874 1398/1417 [============================>.] - ETA: 10s - loss: 417.1010 - logits_profile_predictions_loss: 411.4219 - logcount_predictions_loss: 0.8874 1399/1417 [============================>.] - ETA: 10s - loss: 417.1020 - logits_profile_predictions_loss: 411.4230 - logcount_predictions_loss: 0.8874 1400/1417 [============================>.] - ETA: 9s - loss: 417.1030 - logits_profile_predictions_loss: 411.4240 - logcount_predictions_loss: 0.8874  1401/1417 [============================>.] - ETA: 9s - loss: 417.1041 - logits_profile_predictions_loss: 411.4251 - logcount_predictions_loss: 0.8874 1402/1417 [============================>.] - ETA: 8s - loss: 417.1052 - logits_profile_predictions_loss: 411.4262 - logcount_predictions_loss: 0.8874 1403/1417 [============================>.] - ETA: 7s - loss: 417.1063 - logits_profile_predictions_loss: 411.4273 - logcount_predictions_loss: 0.8874 1404/1417 [============================>.] - ETA: 7s - loss: 417.1074 - logits_profile_predictions_loss: 411.4284 - logcount_predictions_loss: 0.8874 1405/1417 [============================>.] - ETA: 6s - loss: 417.1084 - logits_profile_predictions_loss: 411.4295 - logcount_predictions_loss: 0.8874 1406/1417 [============================>.] - ETA: 6s - loss: 417.1094 - logits_profile_predictions_loss: 411.4305 - logcount_predictions_loss: 0.8874 1407/1417 [============================>.] - ETA: 5s - loss: 417.1104 - logits_profile_predictions_loss: 411.4315 - logcount_predictions_loss: 0.8874 1408/1417 [============================>.] - ETA: 5s - loss: 417.1113 - logits_profile_predictions_loss: 411.4325 - logcount_predictions_loss: 0.8874 1409/1417 [============================>.] - ETA: 4s - loss: 417.1122 - logits_profile_predictions_loss: 411.4334 - logcount_predictions_loss: 0.8873 1410/1417 [============================>.] - ETA: 3s - loss: 417.1133 - logits_profile_predictions_loss: 411.4345 - logcount_predictions_loss: 0.8873 1411/1417 [============================>.] - ETA: 3s - loss: 417.1144 - logits_profile_predictions_loss: 411.4357 - logcount_predictions_loss: 0.8873 1412/1417 [============================>.] - ETA: 2s - loss: 417.1155 - logits_profile_predictions_loss: 411.4368 - logcount_predictions_loss: 0.8873 1413/1417 [============================>.] - ETA: 2s - loss: 417.1167 - logits_profile_predictions_loss: 411.4379 - logcount_predictions_loss: 0.8873 1414/1417 [============================>.] - ETA: 1s - loss: 417.1178 - logits_profile_predictions_loss: 411.4391 - logcount_predictions_loss: 0.8873 1415/1417 [============================>.] - ETA: 1s - loss: 417.1189 - logits_profile_predictions_loss: 411.4402 - logcount_predictions_loss: 0.8873 1416/1417 [============================>.] - ETA: 0s - loss: 417.1200 - logits_profile_predictions_loss: 411.4413 - logcount_predictions_loss: 0.8873 1417/1417 [==============================] - ETA: 0s - loss: 417.1211 - logits_profile_predictions_loss: 411.4425 - logcount_predictions_loss: 0.8873 1417/1417 [==============================] - 828s 584ms/step - loss: 417.1222 - logits_profile_predictions_loss: 411.4436 - logcount_predictions_loss: 0.8873 - val_loss: 474.0383 - val_logits_profile_predictions_loss: 468.0797 - val_logcount_predictions_loss: 0.9310 Epoch 00013: val_loss did not improve from 467.28467 Restoring model weights from the end of the best epoch. Epoch 00013: early stopping save model save model without bias 2022-03-01_18-54-53: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//preprocessing/bigWigs/ENCSR627QIA.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(23553, 10) loading nonpeaks... got split:test for bed regions:(23553, 10) 0/185 100/185 2022-03-01_18-59-31: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//preprocessing/bigWigs/ENCSR627QIA.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(23553, 10) loading nonpeaks... got split:test for bed regions:(23553, 10) 0/185 100/185 2022-03-01_19-03-48: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//preprocessing/bigWigs/ENCSR627QIA.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(23553, 10) loading nonpeaks... got split:test for bed regions:(23553, 10) 0/185 100/185 2022-03-01_19-05-56: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//footprints 2022-03-01_19-05-56: 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/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//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 1/24 [>.............................] - ETA: 3:28 3/24 [==>...........................] - ETA: 16s  4/24 [====>.........................] - ETA: 21s 5/24 [=====>........................] - ETA: 22s 6/24 [======>.......................] - ETA: 22s 7/24 [=======>......................] - ETA: 22s 8/24 [=========>....................] - ETA: 21s 9/24 [==========>...................] - ETA: 20s 10/24 [===========>..................] - ETA: 19s 11/24 [============>.................] - ETA: 18s 12/24 [==============>...............] - ETA: 17s 13/24 [===============>..............] - ETA: 15s 14/24 [================>.............] - ETA: 14s 15/24 [=================>............] - ETA: 13s 16/24 [===================>..........] - ETA: 11s 17/24 [====================>.........] - ETA: 10s 18/24 [=====================>........] - ETA: 8s  19/24 [======================>.......] - ETA: 7s 20/24 [========================>.....] - ETA: 5s 21/24 [=========================>....] - ETA: 4s 22/24 [==========================>...] - ETA: 2s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 50s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 34s 3/24 [==>...........................] - ETA: 32s 4/24 [====>.........................] - ETA: 31s 5/24 [=====>........................] - ETA: 29s 6/24 [======>.......................] - ETA: 28s 7/24 [=======>......................] - ETA: 26s 8/24 [=========>....................] - ETA: 25s 9/24 [==========>...................] - ETA: 23s 10/24 [===========>..................] - ETA: 21s 11/24 [============>.................] - ETA: 20s 12/24 [==============>...............] - ETA: 18s 13/24 [===============>..............] - ETA: 17s 14/24 [================>.............] - ETA: 15s 15/24 [=================>............] - ETA: 14s 16/24 [===================>..........] - ETA: 12s 17/24 [====================>.........] - ETA: 10s 18/24 [=====================>........] - ETA: 9s  19/24 [======================>.......] - ETA: 7s 20/24 [========================>.....] - ETA: 6s 21/24 [=========================>....] - ETA: 4s 22/24 [==========================>...] - ETA: 3s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 37s 2s/step inserting motif: dnase_2 TGTACTTACGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 34s 3/24 [==>...........................] - ETA: 32s 4/24 [====>.........................] - ETA: 31s 5/24 [=====>........................] - ETA: 29s 6/24 [======>.......................] - ETA: 28s 7/24 [=======>......................] - ETA: 26s 8/24 [=========>....................] - ETA: 25s 9/24 [==========>...................] - ETA: 23s 10/24 [===========>..................] - ETA: 21s 11/24 [============>.................] - ETA: 20s 12/24 [==============>...............] - ETA: 18s 13/24 [===============>..............] - ETA: 17s 14/24 [================>.............] - ETA: 15s 15/24 [=================>............] - ETA: 14s 16/24 [===================>..........] - ETA: 12s 17/24 [====================>.........] - ETA: 10s 18/24 [=====================>........] - ETA: 9s  19/24 [======================>.......] - ETA: 7s 20/24 [========================>.....] - ETA: 6s 21/24 [=========================>....] - ETA: 4s 22/24 [==========================>...] - ETA: 3s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 37s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 34s 3/24 [==>...........................] - ETA: 32s 4/24 [====>.........................] - ETA: 31s 5/24 [=====>........................] - ETA: 29s 6/24 [======>.......................] - ETA: 28s 7/24 [=======>......................] - ETA: 26s 8/24 [=========>....................] - ETA: 25s 9/24 [==========>...................] - ETA: 23s 10/24 [===========>..................] - ETA: 21s 11/24 [============>.................] - ETA: 20s 12/24 [==============>...............] - ETA: 18s 13/24 [===============>..............] - ETA: 17s 14/24 [================>.............] - ETA: 15s 15/24 [=================>............] - ETA: 14s 16/24 [===================>..........] - ETA: 12s 17/24 [====================>.........] - ETA: 10s 18/24 [=====================>........] - ETA: 9s  19/24 [======================>.......] - ETA: 7s 20/24 [========================>.....] - ETA: 6s 21/24 [=========================>....] - ETA: 4s 22/24 [==========================>...] - ETA: 3s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 37s 2s/step Saving marginal footprints 2022-03-01_19-08-58: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//footprints 2022-03-01_19-08-58: 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/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR627QIA//chrombppnet_model_encsr283tme_bias//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: "functional_1" __________________________________________________________________________________________________ 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 1/24 [>.............................] - ETA: 1:10 3/24 [==>...........................] - ETA: 1s  4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 1s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 7s 153ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 2s 3/24 [==>...........................] - ETA: 2s 4/24 [====>.........................] - ETA: 2s 5/24 [=====>........................] - ETA: 2s 6/24 [======>.......................] - ETA: 2s 7/24 [=======>......................] - ETA: 2s 8/24 [=========>....................] - ETA: 2s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 1s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 1s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 3s 130ms/step inserting motif: dnase_2 TGTACTTACGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 2s 3/24 [==>...........................] - ETA: 2s 4/24 [====>.........................] - ETA: 2s 5/24 [=====>........................] - ETA: 2s 6/24 [======>.......................] - ETA: 2s 7/24 [=======>......................] - ETA: 2s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 1s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 3s 129ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 2s 3/24 [==>...........................] - ETA: 2s 4/24 [====>.........................] - ETA: 2s 5/24 [=====>........................] - ETA: 2s 6/24 [======>.......................] - ETA: 2s 7/24 [=======>......................] - ETA: 2s 8/24 [=========>....................] - ETA: 2s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 1s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 1s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 3s 130ms/step Saving marginal footprints