DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json Wed Jan 18 04:04:43 2023 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 525.60.13 Driver Version: 525.60.13 CUDA Version: 12.0 | |-------------------------------+----------------------+----------------------+ | 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 GeForce ... On | 00000000:C5:00.0 Off | N/A | | 30% 33C P8 18W / 315W | 1MiB / 24576MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2023-01-18_04-04-48: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//preprocessing/bigWigs/ENCSR964WHY.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/HEPG2_DNASE_PE/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 160171 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 160171 Number of peaks input: 39829 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 39829 Number of non peaks input: 160543 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 160543 Number of non peaks input: 39456 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 39456 Number of peaks after removing outliers: 158408 Number of nonpeaks after removing outliers: 143470 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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ETA: 0s 4434/4484 [============================>.] - ETA: 0s 4443/4484 [============================>.] - ETA: 0s 4452/4484 [============================>.] - ETA: 0s 4461/4484 [============================>.] - ETA: 0s 4470/4484 [============================>.] - ETA: 0s 4479/4484 [============================>.] - ETA: 0s 4484/4484 [==============================] - ETA: 0s 4484/4484 [==============================] - 65s 9ms/step 2023-01-18_04-13-34: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//preprocessing/bigWigs/ENCSR964WHY.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '54.0', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(144487, 10) loading nonpeaks... got split:train for bed regions:(131156, 10) loading peaks... got split:valid for bed regions:(13921, 10) loading nonpeaks... got split:valid for bed regions:(12314, 10) Epoch 1/50 1/2484 [..............................] - ETA: 112:24:49 - loss: 1410.0913 - logits_profile_predictions_loss: 1271.9725 - logcount_predictions_loss: 2.5578 2/2484 [..............................] - ETA: 12:58 - loss: 1442.1481 - logits_profile_predictions_loss: 1312.9280 - logcount_predictions_loss: 2.3930  3/2484 [..............................] - ETA: 12:47 - loss: 28511.2732 - logits_profile_predictions_loss: 1334.3145 - logcount_predictions_loss: 503.2770 4/2484 [..............................] - ETA: 12:43 - loss: 36962.7820 - logits_profile_predictions_loss: 1339.1264 - logcount_predictions_loss: 659.6973 5/2484 [..............................] - ETA: 12:42 - loss: 39596.8022 - logits_profile_predictions_loss: 1338.1762 - logcount_predictions_loss: 708.4930 6/2484 [..............................] - ETA: 12:40 - loss: 40002.7896 - logits_profile_predictions_loss: 1338.3818 - logcount_predictions_loss: 716.0075 7/2484 [..............................] - ETA: 12:39 - loss: 39466.5429 - logits_profile_predictions_loss: 1339.2256 - logcount_predictions_loss: 706.0614 8/2484 [..............................] - ETA: 12:38 - loss: 38523.9496 - logits_profile_predictions_loss: 1341.9893 - logcount_predictions_loss: 688.5548 9/2484 [..............................] - ETA: 12:37 - loss: 37413.7026 - logits_profile_predictions_loss: 1342.6048 - logcount_predictions_loss: 667.9833 10/2484 [..............................] - ETA: 12:36 - loss: 36254.3970 - logits_profile_predictions_loss: 1342.3245 - logcount_predictions_loss: 646.5198 11/2484 [..............................] - ETA: 12:35 - loss: 35104.7615 - logits_profile_predictions_loss: 1341.9663 - logcount_predictions_loss: 625.2369 12/2484 [..............................] - ETA: 12:35 - loss: 33991.3102 - logits_profile_predictions_loss: 1340.0767 - logcount_predictions_loss: 604.6524 13/2484 [..............................] - ETA: 12:34 - loss: 32929.4645 - logits_profile_predictions_loss: 1338.6628 - logcount_predictions_loss: 585.0148 14/2484 [..............................] - ETA: 12:34 - loss: 31922.5489 - logits_profile_predictions_loss: 1336.3445 - logcount_predictions_loss: 566.4112 15/2484 [..............................] - ETA: 12:33 - loss: 30972.9494 - logits_profile_predictions_loss: 1334.5401 - logcount_predictions_loss: 548.8594 16/2484 [..............................] - ETA: 12:32 - loss: 30078.8033 - logits_profile_predictions_loss: 1333.0374 - logcount_predictions_loss: 532.3290 17/2484 [..............................] - ETA: 12:32 - loss: 29237.3283 - logits_profile_predictions_loss: 1331.7758 - logcount_predictions_loss: 516.7695 18/2484 [..............................] - ETA: 12:32 - loss: 28444.9172 - logits_profile_predictions_loss: 1330.3962 - logcount_predictions_loss: 502.1207 19/2484 [..............................] - ETA: 12:31 - loss: 27698.3583 - logits_profile_predictions_loss: 1329.0440 - logcount_predictions_loss: 488.3206 20/2484 [..............................] - ETA: 12:31 - loss: 26994.3771 - logits_profile_predictions_loss: 1327.7577 - logcount_predictions_loss: 475.3078 21/2484 [..............................] - ETA: 12:30 - loss: 26329.8541 - logits_profile_predictions_loss: 1326.5745 - logcount_predictions_loss: 463.0237 22/2484 [..............................] - ETA: 12:30 - loss: 25702.2173 - logits_profile_predictions_loss: 1325.8304 - logcount_predictions_loss: 451.4146 23/2484 [..............................] - ETA: 12:29 - loss: 25108.2555 - logits_profile_predictions_loss: 1325.1450 - logcount_predictions_loss: 440.4280 24/2484 [..............................] - ETA: 12:29 - loss: 24545.0661 - logits_profile_predictions_loss: 1324.2000 - logcount_predictions_loss: 430.0160 25/2484 [..............................] - ETA: 12:28 - loss: 24010.7909 - logits_profile_predictions_loss: 1323.3886 - logcount_predictions_loss: 420.1371 26/2484 [..............................] - ETA: 12:28 - loss: 23503.3102 - logits_profile_predictions_loss: 1322.7058 - logcount_predictions_loss: 410.7519 27/2484 [..............................] - ETA: 12:28 - loss: 23020.5588 - logits_profile_predictions_loss: 1322.0347 - logcount_predictions_loss: 401.8245 28/2484 [..............................] - ETA: 12:27 - loss: 22560.8265 - logits_profile_predictions_loss: 1321.4413 - logcount_predictions_loss: 393.3219 29/2484 [..............................] - ETA: 12:27 - loss: 22122.5030 - logits_profile_predictions_loss: 1320.9010 - logcount_predictions_loss: 385.2148 30/2484 [..............................] - ETA: 12:26 - loss: 21703.8675 - logits_profile_predictions_loss: 1320.2132 - logcount_predictions_loss: 377.4751 31/2484 [..............................] - ETA: 12:26 - loss: 21303.6583 - logits_profile_predictions_loss: 1319.4457 - logcount_predictions_loss: 370.0780 32/2484 [..............................] - ETA: 12:26 - loss: 20920.8425 - logits_profile_predictions_loss: 1318.7662 - logcount_predictions_loss: 363.0014 33/2484 [..............................] - ETA: 12:25 - loss: 20554.2702 - logits_profile_predictions_loss: 1318.1440 - logcount_predictions_loss: 356.2245 34/2484 [..............................] - ETA: 12:25 - loss: 20202.7597 - logits_profile_predictions_loss: 1317.4481 - logcount_predictions_loss: 349.7280 35/2484 [..............................] - ETA: 12:25 - loss: 19865.4681 - logits_profile_predictions_loss: 1316.7646 - logcount_predictions_loss: 343.4945 36/2484 [..............................] - ETA: 12:24 - loss: 19541.3579 - logits_profile_predictions_loss: 1315.9510 - logcount_predictions_loss: 337.5075 37/2484 [..............................] - ETA: 12:24 - loss: 19229.7517 - logits_profile_predictions_loss: 1315.1085 - logcount_predictions_loss: 331.7526 38/2484 [..............................] - ETA: 12:24 - loss: 18930.1688 - logits_profile_predictions_loss: 1314.4615 - logcount_predictions_loss: 326.2168 39/2484 [..............................] - ETA: 12:23 - loss: 18641.6903 - logits_profile_predictions_loss: 1313.8020 - logcount_predictions_loss: 320.8868 40/2484 [..............................] - ETA: 12:23 - loss: 18363.6966 - logits_profile_predictions_loss: 1313.1356 - logcount_predictions_loss: 315.7511 41/2484 [..............................] - ETA: 12:23 - loss: 18095.6165 - logits_profile_predictions_loss: 1312.4729 - logcount_predictions_loss: 310.7989 42/2484 [..............................] - ETA: 12:22 - loss: 17837.0217 - logits_profile_predictions_loss: 1311.9111 - logcount_predictions_loss: 306.0206 43/2484 [..............................] - ETA: 12:22 - loss: 17587.2234 - logits_profile_predictions_loss: 1311.2907 - logcount_predictions_loss: 301.4061 44/2484 [..............................] - ETA: 12:22 - loss: 17345.8800 - logits_profile_predictions_loss: 1310.7154 - logcount_predictions_loss: 296.9475 45/2484 [..............................] - ETA: 12:21 - loss: 17112.5320 - logits_profile_predictions_loss: 1310.1587 - logcount_predictions_loss: 292.6365 46/2484 [..............................] - ETA: 12:21 - loss: 16886.7080 - logits_profile_predictions_loss: 1309.5717 - logcount_predictions_loss: 288.4655 47/2484 [..............................] - ETA: 12:21 - loss: 16668.1387 - logits_profile_predictions_loss: 1309.0420 - logcount_predictions_loss: 284.4277 48/2484 [..............................] - ETA: 12:20 - loss: 16456.4516 - logits_profile_predictions_loss: 1308.5503 - logcount_predictions_loss: 280.5167 49/2484 [..............................] - ETA: 12:20 - loss: 16251.2268 - logits_profile_predictions_loss: 1308.0214 - logcount_predictions_loss: 276.7260 50/2484 [..............................] - ETA: 12:20 - loss: 16052.2427 - logits_profile_predictions_loss: 1307.5279 - logcount_predictions_loss: 273.0503 51/2484 [..............................] - ETA: 12:20 - loss: 15859.1586 - logits_profile_predictions_loss: 1307.0240 - logcount_predictions_loss: 269.4840 52/2484 [..............................] - ETA: 12:19 - loss: 15671.7369 - logits_profile_predictions_loss: 1306.5361 - logcount_predictions_loss: 266.0222 53/2484 [..............................] - ETA: 12:19 - loss: 15489.6993 - logits_profile_predictions_loss: 1306.0445 - logcount_predictions_loss: 262.6603 54/2484 [..............................] - ETA: 12:19 - loss: 15312.8243 - logits_profile_predictions_loss: 1305.5650 - logcount_predictions_loss: 259.3937 55/2484 [..............................] - ETA: 12:18 - loss: 15140.8784 - logits_profile_predictions_loss: 1305.0891 - logcount_predictions_loss: 256.2183 56/2484 [..............................] - ETA: 12:18 - loss: 14973.6500 - logits_profile_predictions_loss: 1304.6177 - logcount_predictions_loss: 253.1302 57/2484 [..............................] - ETA: 12:18 - loss: 14810.8850 - logits_profile_predictions_loss: 1304.1045 - logcount_predictions_loss: 250.1255 58/2484 [..............................] - ETA: 12:17 - loss: 14652.4559 - logits_profile_predictions_loss: 1303.6032 - logcount_predictions_loss: 247.2010 59/2484 [..............................] - ETA: 12:17 - loss: 14498.1739 - logits_profile_predictions_loss: 1303.1021 - logcount_predictions_loss: 244.3532 60/2484 [..............................] - ETA: 12:17 - loss: 14347.9169 - logits_profile_predictions_loss: 1302.6388 - logcount_predictions_loss: 241.5792 61/2484 [..............................] - ETA: 12:17 - loss: 14201.5777 - logits_profile_predictions_loss: 1302.2593 - logcount_predictions_loss: 238.8763 62/2484 [..............................] - ETA: 12:16 - loss: 14058.9011 - logits_profile_predictions_loss: 1301.8726 - logcount_predictions_loss: 236.2413 63/2484 [..............................] - ETA: 12:16 - loss: 13919.7713 - logits_profile_predictions_loss: 1301.5015 - logcount_predictions_loss: 233.6716 64/2484 [..............................] - ETA: 12:16 - loss: 13784.0760 - logits_profile_predictions_loss: 1301.1633 - logcount_predictions_loss: 231.1650 65/2484 [..............................] - ETA: 12:15 - loss: 13651.6573 - logits_profile_predictions_loss: 1300.8358 - logcount_predictions_loss: 228.7189 66/2484 [..............................] - ETA: 12:15 - loss: 13522.3711 - logits_profile_predictions_loss: 1300.4987 - logcount_predictions_loss: 226.3310 67/2484 [..............................] - ETA: 12:15 - loss: 13396.1597 - logits_profile_predictions_loss: 1300.2024 - logcount_predictions_loss: 223.9992 68/2484 [..............................] - ETA: 12:14 - loss: 13272.8532 - logits_profile_predictions_loss: 1299.8962 - logcount_predictions_loss: 221.7214 69/2484 [..............................] - ETA: 12:14 - loss: 13152.3271 - logits_profile_predictions_loss: 1299.5626 - logcount_predictions_loss: 219.4956 70/2484 [..............................] - ETA: 12:14 - loss: 13034.5010 - logits_profile_predictions_loss: 1299.2169 - logcount_predictions_loss: 217.3201 71/2484 [..............................] - ETA: 12:14 - loss: 12919.2950 - logits_profile_predictions_loss: 1298.8717 - logcount_predictions_loss: 215.1930 72/2484 [..............................] - ETA: 12:13 - loss: 12806.6679 - logits_profile_predictions_loss: 1298.5699 - logcount_predictions_loss: 213.1129 73/2484 [..............................] - ETA: 12:13 - loss: 12696.4932 - logits_profile_predictions_loss: 1298.2772 - logcount_predictions_loss: 211.0781 74/2484 [..............................] - ETA: 12:13 - loss: 12588.6877 - logits_profile_predictions_loss: 1297.9915 - logcount_predictions_loss: 209.0869 75/2484 [..............................] - ETA: 12:12 - loss: 12483.1918 - logits_profile_predictions_loss: 1297.7288 - logcount_predictions_loss: 207.1382 76/2484 [..............................] - ETA: 12:12 - loss: 12379.9088 - logits_profile_predictions_loss: 1297.4711 - logcount_predictions_loss: 205.2303 77/2484 [..............................] - ETA: 12:12 - loss: 12278.7666 - logits_profile_predictions_loss: 1297.2192 - logcount_predictions_loss: 203.3620 78/2484 [..............................] - ETA: 12:12 - loss: 12179.7016 - logits_profile_predictions_loss: 1296.9770 - logcount_predictions_loss: 201.5319 79/2484 [..............................] - ETA: 12:11 - loss: 12082.6419 - logits_profile_predictions_loss: 1296.7383 - logcount_predictions_loss: 199.7389 80/2484 [..............................] - ETA: 12:11 - loss: 11987.5219 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logits_profile_predictions_loss: 1262.9426 - logcount_predictions_loss: 53.8776 461/2484 [====>.........................] - ETA: 10:18 - loss: 4167.4704 - logits_profile_predictions_loss: 1262.9066 - logcount_predictions_loss: 53.7882 462/2484 [====>.........................] - ETA: 10:18 - loss: 4162.6222 - logits_profile_predictions_loss: 1262.8701 - logcount_predictions_loss: 53.6991 463/2484 [====>.........................] - ETA: 10:18 - loss: 4157.7925 - logits_profile_predictions_loss: 1262.8337 - logcount_predictions_loss: 53.6103 464/2484 [====>.........................] - ETA: 10:17 - loss: 4152.9813 - logits_profile_predictions_loss: 1262.7975 - logcount_predictions_loss: 53.5219 465/2484 [====>.........................] - ETA: 10:17 - loss: 4148.1881 - logits_profile_predictions_loss: 1262.7613 - logcount_predictions_loss: 53.4338 466/2484 [====>.........................] - ETA: 10:17 - loss: 4143.4127 - logits_profile_predictions_loss: 1262.7250 - 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[====>.........................] - ETA: 10:15 - loss: 4110.4872 - logits_profile_predictions_loss: 1262.4766 - logcount_predictions_loss: 52.7409 474/2484 [====>.........................] - ETA: 10:14 - loss: 4105.8523 - logits_profile_predictions_loss: 1262.4405 - logcount_predictions_loss: 52.6558 475/2484 [====>.........................] - ETA: 10:14 - loss: 4101.2347 - logits_profile_predictions_loss: 1262.4046 - logcount_predictions_loss: 52.5709 476/2484 [====>.........................] - ETA: 10:14 - loss: 4096.6334 - logits_profile_predictions_loss: 1262.3680 - logcount_predictions_loss: 52.4864 477/2484 [====>.........................] - ETA: 10:13 - loss: 4092.0490 - logits_profile_predictions_loss: 1262.3316 - logcount_predictions_loss: 52.4022 478/2484 [====>.........................] - ETA: 10:13 - loss: 4087.4815 - logits_profile_predictions_loss: 1262.2953 - logcount_predictions_loss: 52.3182 479/2484 [====>.........................] - ETA: 10:13 - loss: 4082.9312 - 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0.3064 3/2484 [..............................] - ETA: 12:27 - loss: 1182.9191 - logits_profile_predictions_loss: 1164.4983 - logcount_predictions_loss: 0.3411 4/2484 [..............................] - ETA: 12:28 - loss: 1190.8026 - logits_profile_predictions_loss: 1171.6597 - logcount_predictions_loss: 0.3545 5/2484 [..............................] - ETA: 12:28 - loss: 1191.6801 - logits_profile_predictions_loss: 1172.0420 - logcount_predictions_loss: 0.3637 6/2484 [..............................] - ETA: 12:27 - loss: 1191.2931 - logits_profile_predictions_loss: 1171.2662 - logcount_predictions_loss: 0.3709 7/2484 [..............................] - ETA: 12:28 - loss: 1190.7625 - logits_profile_predictions_loss: 1170.3628 - logcount_predictions_loss: 0.3778 8/2484 [..............................] - ETA: 12:28 - loss: 1189.9086 - logits_profile_predictions_loss: 1169.2528 - logcount_predictions_loss: 0.3825 9/2484 [..............................] - ETA: 12:27 - loss: 1190.2129 - 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16/2484 [..............................] - ETA: 12:27 - loss: 1187.5857 - logits_profile_predictions_loss: 1165.4801 - logcount_predictions_loss: 0.4094 17/2484 [..............................] - ETA: 12:26 - loss: 1187.1687 - logits_profile_predictions_loss: 1164.9907 - logcount_predictions_loss: 0.4107 18/2484 [..............................] - ETA: 12:26 - loss: 1186.6065 - logits_profile_predictions_loss: 1164.3546 - logcount_predictions_loss: 0.4121 19/2484 [..............................] - ETA: 12:26 - loss: 1185.6440 - logits_profile_predictions_loss: 1163.3345 - logcount_predictions_loss: 0.4131 20/2484 [..............................] - ETA: 12:25 - loss: 1184.8799 - logits_profile_predictions_loss: 1162.5052 - logcount_predictions_loss: 0.4143 21/2484 [..............................] - ETA: 12:25 - loss: 1184.4208 - logits_profile_predictions_loss: 1161.9987 - logcount_predictions_loss: 0.4152 22/2484 [..............................] - ETA: 12:25 - loss: 1184.1129 - 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- logcount_predictions_loss: 0.4248 403/2484 [===>..........................] - ETA: 10:34 - loss: 1173.3703 - logits_profile_predictions_loss: 1150.4334 - logcount_predictions_loss: 0.4248 404/2484 [===>..........................] - ETA: 10:34 - loss: 1173.3652 - logits_profile_predictions_loss: 1150.4293 - logcount_predictions_loss: 0.4247 405/2484 [===>..........................] - ETA: 10:33 - loss: 1173.3602 - logits_profile_predictions_loss: 1150.4252 - logcount_predictions_loss: 0.4247 406/2484 [===>..........................] - ETA: 10:33 - loss: 1173.3552 - logits_profile_predictions_loss: 1150.4211 - logcount_predictions_loss: 0.4247 407/2484 [===>..........................] - ETA: 10:33 - loss: 1173.3506 - logits_profile_predictions_loss: 1150.4174 - logcount_predictions_loss: 0.4247 408/2484 [===>..........................] - ETA: 10:32 - loss: 1173.3455 - logits_profile_predictions_loss: 1150.4132 - logcount_predictions_loss: 0.4247 409/2484 [===>..........................] - ETA: 10:32 - loss: 1173.3409 - logits_profile_predictions_loss: 1150.4096 - logcount_predictions_loss: 0.4247 410/2484 [===>..........................] - ETA: 10:32 - loss: 1173.3356 - logits_profile_predictions_loss: 1150.4052 - logcount_predictions_loss: 0.4246 411/2484 [===>..........................] - ETA: 10:31 - loss: 1173.3308 - logits_profile_predictions_loss: 1150.4013 - logcount_predictions_loss: 0.4246 412/2484 [===>..........................] - ETA: 10:31 - loss: 1173.3261 - logits_profile_predictions_loss: 1150.3976 - logcount_predictions_loss: 0.4246 413/2484 [===>..........................] - ETA: 10:31 - loss: 1173.3207 - logits_profile_predictions_loss: 1150.3930 - logcount_predictions_loss: 0.4246 414/2484 [====>.........................] - ETA: 10:31 - loss: 1173.3151 - logits_profile_predictions_loss: 1150.3884 - logcount_predictions_loss: 0.4246 415/2484 [====>.........................] - ETA: 10:30 - loss: 1173.3099 - 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[====>.........................] - ETA: 10:19 - loss: 1173.1504 - logits_profile_predictions_loss: 1150.2581 - logcount_predictions_loss: 0.4239 455/2484 [====>.........................] - ETA: 10:18 - loss: 1173.1453 - logits_profile_predictions_loss: 1150.2540 - logcount_predictions_loss: 0.4239 456/2484 [====>.........................] - ETA: 10:18 - loss: 1173.1401 - logits_profile_predictions_loss: 1150.2497 - logcount_predictions_loss: 0.4239 457/2484 [====>.........................] - ETA: 10:18 - loss: 1173.1351 - logits_profile_predictions_loss: 1150.2456 - logcount_predictions_loss: 0.4239 458/2484 [====>.........................] - ETA: 10:17 - loss: 1173.1301 - logits_profile_predictions_loss: 1150.2416 - logcount_predictions_loss: 0.4239 459/2484 [====>.........................] - ETA: 10:17 - loss: 1173.1251 - logits_profile_predictions_loss: 1150.2376 - logcount_predictions_loss: 0.4239 460/2484 [====>.........................] - ETA: 10:17 - loss: 1173.1195 - 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logcount_predictions_loss: 0.4235 480/2484 [====>.........................] - ETA: 10:11 - loss: 1173.0068 - logits_profile_predictions_loss: 1150.1388 - logcount_predictions_loss: 0.4235 481/2484 [====>.........................] - ETA: 10:11 - loss: 1173.0008 - logits_profile_predictions_loss: 1150.1337 - logcount_predictions_loss: 0.4235 482/2484 [====>.........................] - ETA: 10:10 - loss: 1172.9949 - logits_profile_predictions_loss: 1150.1286 - logcount_predictions_loss: 0.4235 483/2484 [====>.........................] - ETA: 10:10 - loss: 1172.9894 - logits_profile_predictions_loss: 1150.1241 - logcount_predictions_loss: 0.4234 484/2484 [====>.........................] - ETA: 10:10 - loss: 1172.9844 - logits_profile_predictions_loss: 1150.1200 - logcount_predictions_loss: 0.4234 485/2484 [====>.........................] - ETA: 10:09 - loss: 1172.9792 - logits_profile_predictions_loss: 1150.1156 - logcount_predictions_loss: 0.4234 486/2484 [====>.........................] 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- logcount_predictions_loss: 0.4233 493/2484 [====>.........................] - ETA: 10:07 - loss: 1172.9401 - logits_profile_predictions_loss: 1150.0832 - logcount_predictions_loss: 0.4233 494/2484 [====>.........................] - ETA: 10:07 - loss: 1172.9362 - logits_profile_predictions_loss: 1150.0801 - logcount_predictions_loss: 0.4233 495/2484 [====>.........................] - ETA: 10:06 - loss: 1172.9322 - logits_profile_predictions_loss: 1150.0768 - logcount_predictions_loss: 0.4233 496/2484 [====>.........................] - ETA: 10:06 - loss: 1172.9277 - logits_profile_predictions_loss: 1150.0732 - logcount_predictions_loss: 0.4232 497/2484 [=====>........................] - ETA: 10:06 - loss: 1172.9233 - logits_profile_predictions_loss: 1150.0696 - logcount_predictions_loss: 0.4232 498/2484 [=====>........................] - ETA: 10:06 - loss: 1172.9187 - logits_profile_predictions_loss: 1150.0659 - logcount_predictions_loss: 0.4232 499/2484 [=====>........................] - ETA: 10:05 - loss: 1172.9141 - logits_profile_predictions_loss: 1150.0622 - logcount_predictions_loss: 0.4232 500/2484 [=====>........................] - ETA: 10:05 - loss: 1172.9095 - logits_profile_predictions_loss: 1150.0585 - logcount_predictions_loss: 0.4232 501/2484 [=====>........................] - ETA: 10:05 - loss: 1172.9046 - logits_profile_predictions_loss: 1150.0545 - logcount_predictions_loss: 0.4232 502/2484 [=====>........................] - ETA: 10:04 - loss: 1172.8998 - logits_profile_predictions_loss: 1150.0505 - logcount_predictions_loss: 0.4231 503/2484 [=====>........................] - ETA: 10:04 - loss: 1172.8951 - logits_profile_predictions_loss: 1150.0467 - logcount_predictions_loss: 0.4231 504/2484 [=====>........................] - ETA: 10:04 - loss: 1172.8904 - logits_profile_predictions_loss: 1150.0429 - logcount_predictions_loss: 0.4231 505/2484 [=====>........................] - ETA: 10:03 - loss: 1172.8857 - 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ETA: 20s - loss: 1165.9287 - logits_profile_predictions_loss: 1144.1316 - logcount_predictions_loss: 0.4037 2417/2484 [============================>.] - ETA: 20s - loss: 1165.9261 - logits_profile_predictions_loss: 1144.1293 - logcount_predictions_loss: 0.4036 2418/2484 [============================>.] - ETA: 20s - loss: 1165.9234 - logits_profile_predictions_loss: 1144.1271 - logcount_predictions_loss: 0.4036 2419/2484 [============================>.] - ETA: 19s - loss: 1165.9208 - logits_profile_predictions_loss: 1144.1248 - logcount_predictions_loss: 0.4036 2420/2484 [============================>.] - ETA: 19s - loss: 1165.9182 - logits_profile_predictions_loss: 1144.1226 - logcount_predictions_loss: 0.4036 2421/2484 [============================>.] - ETA: 19s - loss: 1165.9155 - logits_profile_predictions_loss: 1144.1204 - logcount_predictions_loss: 0.4036 2422/2484 [============================>.] - ETA: 19s - loss: 1165.9129 - logits_profile_predictions_loss: 1144.1181 - logcount_predictions_loss: 0.4036 2423/2484 [============================>.] - ETA: 18s - loss: 1165.9102 - logits_profile_predictions_loss: 1144.1159 - logcount_predictions_loss: 0.4036 2424/2484 [============================>.] - ETA: 18s - loss: 1165.9075 - logits_profile_predictions_loss: 1144.1136 - logcount_predictions_loss: 0.4036 2425/2484 [============================>.] - ETA: 18s - loss: 1165.9049 - logits_profile_predictions_loss: 1144.1113 - logcount_predictions_loss: 0.4036 2426/2484 [============================>.] - ETA: 17s - loss: 1165.9022 - logits_profile_predictions_loss: 1144.1091 - logcount_predictions_loss: 0.4036 2427/2484 [============================>.] - ETA: 17s - loss: 1165.8996 - logits_profile_predictions_loss: 1144.1069 - logcount_predictions_loss: 0.4036 2428/2484 [============================>.] - ETA: 17s - loss: 1165.8970 - logits_profile_predictions_loss: 1144.1047 - logcount_predictions_loss: 0.4036 2429/2484 [============================>.] - ETA: 16s - loss: 1165.8944 - logits_profile_predictions_loss: 1144.1025 - logcount_predictions_loss: 0.4036 2430/2484 [============================>.] - ETA: 16s - loss: 1165.8918 - logits_profile_predictions_loss: 1144.1003 - logcount_predictions_loss: 0.4036 2431/2484 [============================>.] - ETA: 16s - loss: 1165.8892 - logits_profile_predictions_loss: 1144.0981 - logcount_predictions_loss: 0.4035 2432/2484 [============================>.] - ETA: 15s - loss: 1165.8866 - logits_profile_predictions_loss: 1144.0959 - logcount_predictions_loss: 0.4035 2433/2484 [============================>.] - ETA: 15s - loss: 1165.8840 - logits_profile_predictions_loss: 1144.0937 - logcount_predictions_loss: 0.4035 2434/2484 [============================>.] - ETA: 15s - loss: 1165.8814 - logits_profile_predictions_loss: 1144.0915 - logcount_predictions_loss: 0.4035 2435/2484 [============================>.] - ETA: 15s - loss: 1165.8787 - logits_profile_predictions_loss: 1144.0892 - logcount_predictions_loss: 0.4035 2436/2484 [============================>.] - ETA: 14s - loss: 1165.8761 - logits_profile_predictions_loss: 1144.0870 - logcount_predictions_loss: 0.4035 2437/2484 [============================>.] - ETA: 14s - loss: 1165.8734 - logits_profile_predictions_loss: 1144.0847 - logcount_predictions_loss: 0.4035 2438/2484 [============================>.] - ETA: 14s - loss: 1165.8708 - logits_profile_predictions_loss: 1144.0825 - logcount_predictions_loss: 0.4035 2439/2484 [============================>.] - ETA: 13s - loss: 1165.8681 - logits_profile_predictions_loss: 1144.0802 - logcount_predictions_loss: 0.4035 2440/2484 [============================>.] - ETA: 13s - loss: 1165.8654 - logits_profile_predictions_loss: 1144.0780 - logcount_predictions_loss: 0.4035 2441/2484 [============================>.] - ETA: 13s - loss: 1165.8628 - logits_profile_predictions_loss: 1144.0757 - logcount_predictions_loss: 0.4035 2442/2484 [============================>.] - ETA: 12s - loss: 1165.8601 - logits_profile_predictions_loss: 1144.0734 - logcount_predictions_loss: 0.4035 2443/2484 [============================>.] - ETA: 12s - loss: 1165.8574 - logits_profile_predictions_loss: 1144.0711 - logcount_predictions_loss: 0.4035 2444/2484 [============================>.] - ETA: 12s - loss: 1165.8547 - logits_profile_predictions_loss: 1144.0689 - logcount_predictions_loss: 0.4034 2445/2484 [============================>.] - ETA: 11s - loss: 1165.8521 - logits_profile_predictions_loss: 1144.0666 - logcount_predictions_loss: 0.4034 2446/2484 [============================>.] - ETA: 11s - loss: 1165.8494 - logits_profile_predictions_loss: 1144.0644 - logcount_predictions_loss: 0.4034 2447/2484 [============================>.] - ETA: 11s - loss: 1165.8468 - logits_profile_predictions_loss: 1144.0621 - logcount_predictions_loss: 0.4034 2448/2484 [============================>.] - ETA: 11s - loss: 1165.8441 - logits_profile_predictions_loss: 1144.0599 - logcount_predictions_loss: 0.4034 2449/2484 [============================>.] - ETA: 10s - loss: 1165.8415 - logits_profile_predictions_loss: 1144.0576 - logcount_predictions_loss: 0.4034 2450/2484 [============================>.] - ETA: 10s - loss: 1165.8388 - logits_profile_predictions_loss: 1144.0554 - logcount_predictions_loss: 0.4034 2451/2484 [============================>.] - ETA: 10s - loss: 1165.8362 - logits_profile_predictions_loss: 1144.0532 - logcount_predictions_loss: 0.4034 2452/2484 [============================>.] - ETA: 9s - loss: 1165.8335 - logits_profile_predictions_loss: 1144.0509 - logcount_predictions_loss: 0.4034  2453/2484 [============================>.] - ETA: 9s - loss: 1165.8309 - logits_profile_predictions_loss: 1144.0487 - logcount_predictions_loss: 0.4034 2454/2484 [============================>.] - ETA: 9s - loss: 1165.8282 - logits_profile_predictions_loss: 1144.0464 - logcount_predictions_loss: 0.4034 2455/2484 [============================>.] - ETA: 8s - loss: 1165.8255 - logits_profile_predictions_loss: 1144.0442 - logcount_predictions_loss: 0.4034 2456/2484 [============================>.] - ETA: 8s - loss: 1165.8229 - logits_profile_predictions_loss: 1144.0419 - logcount_predictions_loss: 0.4034 2457/2484 [============================>.] - ETA: 8s - loss: 1165.8202 - logits_profile_predictions_loss: 1144.0397 - logcount_predictions_loss: 0.4033 2458/2484 [============================>.] - ETA: 7s - loss: 1165.8176 - logits_profile_predictions_loss: 1144.0374 - logcount_predictions_loss: 0.4033 2459/2484 [============================>.] - ETA: 7s - loss: 1165.8149 - logits_profile_predictions_loss: 1144.0352 - logcount_predictions_loss: 0.4033 2460/2484 [============================>.] - ETA: 7s - loss: 1165.8123 - logits_profile_predictions_loss: 1144.0329 - logcount_predictions_loss: 0.4033 2461/2484 [============================>.] - ETA: 7s - loss: 1165.8096 - logits_profile_predictions_loss: 1144.0306 - logcount_predictions_loss: 0.4033 2462/2484 [============================>.] - ETA: 6s - loss: 1165.8069 - logits_profile_predictions_loss: 1144.0284 - logcount_predictions_loss: 0.4033 2463/2484 [============================>.] - ETA: 6s - loss: 1165.8042 - logits_profile_predictions_loss: 1144.0261 - logcount_predictions_loss: 0.4033 2464/2484 [============================>.] - ETA: 6s - loss: 1165.8016 - logits_profile_predictions_loss: 1144.0238 - logcount_predictions_loss: 0.4033 2465/2484 [============================>.] - ETA: 5s - loss: 1165.7989 - logits_profile_predictions_loss: 1144.0216 - logcount_predictions_loss: 0.4033 2466/2484 [============================>.] - ETA: 5s - loss: 1165.7962 - logits_profile_predictions_loss: 1144.0193 - logcount_predictions_loss: 0.4033 2467/2484 [============================>.] - ETA: 5s - loss: 1165.7936 - logits_profile_predictions_loss: 1144.0171 - logcount_predictions_loss: 0.4033 2468/2484 [============================>.] - ETA: 4s - loss: 1165.7909 - logits_profile_predictions_loss: 1144.0148 - logcount_predictions_loss: 0.4033 2469/2484 [============================>.] - ETA: 4s - loss: 1165.7882 - logits_profile_predictions_loss: 1144.0125 - logcount_predictions_loss: 0.4033 2470/2484 [============================>.] - ETA: 4s - loss: 1165.7856 - logits_profile_predictions_loss: 1144.0103 - logcount_predictions_loss: 0.4033 2471/2484 [============================>.] - ETA: 3s - loss: 1165.7829 - logits_profile_predictions_loss: 1144.0080 - logcount_predictions_loss: 0.4032 2472/2484 [============================>.] - ETA: 3s - loss: 1165.7802 - logits_profile_predictions_loss: 1144.0057 - logcount_predictions_loss: 0.4032 2473/2484 [============================>.] - ETA: 3s - loss: 1165.7775 - logits_profile_predictions_loss: 1144.0035 - logcount_predictions_loss: 0.4032 2474/2484 [============================>.] - ETA: 3s - loss: 1165.7749 - logits_profile_predictions_loss: 1144.0012 - logcount_predictions_loss: 0.4032 2475/2484 [============================>.] - ETA: 2s - loss: 1165.7722 - logits_profile_predictions_loss: 1143.9989 - logcount_predictions_loss: 0.4032 2476/2484 [============================>.] - ETA: 2s - loss: 1165.7695 - logits_profile_predictions_loss: 1143.9966 - logcount_predictions_loss: 0.4032 2477/2484 [============================>.] - ETA: 2s - loss: 1165.7668 - logits_profile_predictions_loss: 1143.9944 - logcount_predictions_loss: 0.4032 2478/2484 [============================>.] - ETA: 1s - loss: 1165.7641 - logits_profile_predictions_loss: 1143.9921 - logcount_predictions_loss: 0.4032 2479/2484 [============================>.] - ETA: 1s - loss: 1165.7614 - logits_profile_predictions_loss: 1143.9897 - logcount_predictions_loss: 0.4032 2480/2484 [============================>.] - ETA: 1s - loss: 1165.7586 - logits_profile_predictions_loss: 1143.9874 - logcount_predictions_loss: 0.4032 2481/2484 [============================>.] - ETA: 0s - loss: 1165.7559 - logits_profile_predictions_loss: 1143.9851 - logcount_predictions_loss: 0.4032 2482/2484 [============================>.] - ETA: 0s - loss: 1165.7532 - logits_profile_predictions_loss: 1143.9828 - logcount_predictions_loss: 0.4032 2483/2484 [============================>.] - ETA: 0s - loss: 1165.7505 - logits_profile_predictions_loss: 1143.9805 - logcount_predictions_loss: 0.4032 2484/2484 [==============================] - ETA: 0s - loss: 1165.7477 - logits_profile_predictions_loss: 1143.9782 - logcount_predictions_loss: 0.4031 2484/2484 [==============================] - 791s 318ms/step - loss: 1165.7450 - logits_profile_predictions_loss: 1143.9758 - logcount_predictions_loss: 0.4031 - val_loss: 1195.4036 - val_logits_profile_predictions_loss: 1176.8827 - val_logcount_predictions_loss: 0.3430 Epoch 00002: val_loss improved from 1217.17395 to 1195.40356, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 3/50 1/2484 [..............................] - ETA: 12:55 - loss: 1070.7386 - logits_profile_predictions_loss: 1056.6921 - logcount_predictions_loss: 0.2601 2/2484 [..............................] - ETA: 12:26 - loss: 1184.8613 - logits_profile_predictions_loss: 1167.5531 - logcount_predictions_loss: 0.3205 3/2484 [..............................] - ETA: 12:27 - loss: 1199.9312 - logits_profile_predictions_loss: 1180.9515 - logcount_predictions_loss: 0.3515 4/2484 [..............................] - ETA: 12:29 - loss: 1200.6298 - logits_profile_predictions_loss: 1181.1819 - logcount_predictions_loss: 0.3601 5/2484 [..............................] - ETA: 12:28 - loss: 1195.9049 - logits_profile_predictions_loss: 1176.4666 - logcount_predictions_loss: 0.3600 6/2484 [..............................] - ETA: 12:28 - loss: 1190.7560 - logits_profile_predictions_loss: 1171.2360 - logcount_predictions_loss: 0.3615 7/2484 [..............................] - ETA: 12:28 - loss: 1187.6311 - logits_profile_predictions_loss: 1168.1284 - logcount_predictions_loss: 0.3612 8/2484 [..............................] - ETA: 12:28 - loss: 1186.6594 - logits_profile_predictions_loss: 1167.1800 - logcount_predictions_loss: 0.3607 9/2484 [..............................] - ETA: 12:28 - loss: 1186.5111 - logits_profile_predictions_loss: 1167.0012 - logcount_predictions_loss: 0.3613 10/2484 [..............................] - ETA: 12:28 - loss: 1185.4398 - logits_profile_predictions_loss: 1165.9884 - logcount_predictions_loss: 0.3602 11/2484 [..............................] - ETA: 12:28 - loss: 1185.4456 - logits_profile_predictions_loss: 1166.0480 - logcount_predictions_loss: 0.3592 12/2484 [..............................] - ETA: 12:27 - loss: 1184.7314 - logits_profile_predictions_loss: 1165.4051 - logcount_predictions_loss: 0.3579 13/2484 [..............................] - ETA: 12:27 - loss: 1184.2736 - logits_profile_predictions_loss: 1165.0001 - logcount_predictions_loss: 0.3569 14/2484 [..............................] - ETA: 12:27 - loss: 1183.2145 - logits_profile_predictions_loss: 1163.9947 - logcount_predictions_loss: 0.3559 15/2484 [..............................] - ETA: 12:27 - loss: 1182.4744 - logits_profile_predictions_loss: 1163.2707 - logcount_predictions_loss: 0.3556 16/2484 [..............................] - ETA: 12:26 - loss: 1181.9133 - logits_profile_predictions_loss: 1162.7216 - logcount_predictions_loss: 0.3554 17/2484 [..............................] - ETA: 12:26 - loss: 1181.1254 - logits_profile_predictions_loss: 1161.9287 - logcount_predictions_loss: 0.3555 18/2484 [..............................] - ETA: 12:26 - loss: 1180.9165 - logits_profile_predictions_loss: 1161.7145 - logcount_predictions_loss: 0.3556 19/2484 [..............................] - ETA: 12:26 - loss: 1180.9059 - logits_profile_predictions_loss: 1161.7073 - logcount_predictions_loss: 0.3555 20/2484 [..............................] - ETA: 12:25 - loss: 1180.8105 - logits_profile_predictions_loss: 1161.6224 - logcount_predictions_loss: 0.3553 21/2484 [..............................] - ETA: 12:25 - loss: 1180.4951 - logits_profile_predictions_loss: 1161.3265 - logcount_predictions_loss: 0.3550 22/2484 [..............................] - ETA: 12:25 - loss: 1180.0348 - logits_profile_predictions_loss: 1160.8871 - logcount_predictions_loss: 0.3546 23/2484 [..............................] - ETA: 12:25 - loss: 1179.3085 - logits_profile_predictions_loss: 1160.1642 - logcount_predictions_loss: 0.3545 24/2484 [..............................] - ETA: 12:25 - loss: 1178.6786 - logits_profile_predictions_loss: 1159.5358 - logcount_predictions_loss: 0.3545 25/2484 [..............................] - ETA: 12:24 - loss: 1178.0082 - logits_profile_predictions_loss: 1158.8790 - logcount_predictions_loss: 0.3542 26/2484 [..............................] - ETA: 12:24 - loss: 1177.1405 - logits_profile_predictions_loss: 1158.0265 - logcount_predictions_loss: 0.3540 27/2484 [..............................] - ETA: 12:24 - loss: 1176.3463 - logits_profile_predictions_loss: 1157.2402 - logcount_predictions_loss: 0.3538 28/2484 [..............................] - ETA: 12:24 - loss: 1175.6257 - logits_profile_predictions_loss: 1156.5262 - logcount_predictions_loss: 0.3537 29/2484 [..............................] - ETA: 12:23 - loss: 1174.9255 - logits_profile_predictions_loss: 1155.8302 - logcount_predictions_loss: 0.3536 30/2484 [..............................] - ETA: 12:23 - loss: 1174.1547 - logits_profile_predictions_loss: 1155.0607 - logcount_predictions_loss: 0.3536 31/2484 [..............................] - ETA: 12:23 - loss: 1173.4728 - logits_profile_predictions_loss: 1154.3796 - logcount_predictions_loss: 0.3536 32/2484 [..............................] - ETA: 12:23 - loss: 1172.8615 - logits_profile_predictions_loss: 1153.7694 - logcount_predictions_loss: 0.3536 33/2484 [..............................] - ETA: 12:22 - loss: 1172.1303 - logits_profile_predictions_loss: 1153.0338 - logcount_predictions_loss: 0.3536 34/2484 [..............................] - ETA: 12:22 - loss: 1171.4226 - logits_profile_predictions_loss: 1152.3256 - logcount_predictions_loss: 0.3536 35/2484 [..............................] - ETA: 12:22 - loss: 1170.7661 - logits_profile_predictions_loss: 1151.6683 - logcount_predictions_loss: 0.3537 36/2484 [..............................] - ETA: 12:22 - loss: 1170.1112 - logits_profile_predictions_loss: 1151.0079 - logcount_predictions_loss: 0.3538 37/2484 [..............................] - ETA: 12:21 - loss: 1169.5295 - logits_profile_predictions_loss: 1150.4242 - logcount_predictions_loss: 0.3538 38/2484 [..............................] - ETA: 12:21 - loss: 1168.8830 - logits_profile_predictions_loss: 1149.7793 - logcount_predictions_loss: 0.3538 39/2484 [..............................] - ETA: 12:21 - loss: 1168.2734 - logits_profile_predictions_loss: 1149.1712 - logcount_predictions_loss: 0.3537 40/2484 [..............................] - ETA: 12:20 - loss: 1167.7162 - logits_profile_predictions_loss: 1148.6158 - logcount_predictions_loss: 0.3537 41/2484 [..............................] - ETA: 12:20 - loss: 1167.1518 - logits_profile_predictions_loss: 1148.0536 - logcount_predictions_loss: 0.3537 42/2484 [..............................] - ETA: 12:20 - loss: 1166.6475 - logits_profile_predictions_loss: 1147.5516 - logcount_predictions_loss: 0.3536 43/2484 [..............................] - ETA: 12:20 - loss: 1166.1340 - logits_profile_predictions_loss: 1147.0396 - logcount_predictions_loss: 0.3536 44/2484 [..............................] - ETA: 12:19 - loss: 1165.6352 - logits_profile_predictions_loss: 1146.5454 - logcount_predictions_loss: 0.3535 45/2484 [..............................] - ETA: 12:19 - loss: 1165.1281 - logits_profile_predictions_loss: 1146.0448 - logcount_predictions_loss: 0.3534 46/2484 [..............................] - ETA: 12:19 - loss: 1164.5802 - logits_profile_predictions_loss: 1145.5053 - logcount_predictions_loss: 0.3532 47/2484 [..............................] - ETA: 12:19 - loss: 1164.0523 - logits_profile_predictions_loss: 1144.9840 - logcount_predictions_loss: 0.3531 48/2484 [..............................] - ETA: 12:18 - loss: 1163.6025 - logits_profile_predictions_loss: 1144.5419 - logcount_predictions_loss: 0.3530 49/2484 [..............................] - ETA: 12:18 - loss: 1163.2190 - logits_profile_predictions_loss: 1144.1645 - logcount_predictions_loss: 0.3529 50/2484 [..............................] - ETA: 12:18 - loss: 1162.8745 - logits_profile_predictions_loss: 1143.8262 - logcount_predictions_loss: 0.3527 51/2484 [..............................] - ETA: 12:18 - loss: 1162.5425 - logits_profile_predictions_loss: 1143.5008 - logcount_predictions_loss: 0.3526 52/2484 [..............................] - ETA: 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1147.8179 - logits_profile_predictions_loss: 1128.9377 - logcount_predictions_loss: 0.3496 420/2484 [====>.........................] - ETA: 10:30 - loss: 1147.8182 - logits_profile_predictions_loss: 1128.9373 - logcount_predictions_loss: 0.3496 421/2484 [====>.........................] - ETA: 10:30 - loss: 1147.8187 - logits_profile_predictions_loss: 1128.9371 - logcount_predictions_loss: 0.3497 422/2484 [====>.........................] - ETA: 10:29 - loss: 1147.8193 - logits_profile_predictions_loss: 1128.9370 - logcount_predictions_loss: 0.3497 423/2484 [====>.........................] - ETA: 10:29 - loss: 1147.8199 - logits_profile_predictions_loss: 1128.9370 - logcount_predictions_loss: 0.3497 424/2484 [====>.........................] - ETA: 10:29 - loss: 1147.8205 - logits_profile_predictions_loss: 1128.9370 - logcount_predictions_loss: 0.3497 425/2484 [====>.........................] - ETA: 10:28 - loss: 1147.8215 - logits_profile_predictions_loss: 1128.9373 - logcount_predictions_loss: 0.3497 426/2484 [====>.........................] - ETA: 10:28 - loss: 1147.8226 - logits_profile_predictions_loss: 1128.9377 - logcount_predictions_loss: 0.3497 427/2484 [====>.........................] - ETA: 10:28 - loss: 1147.8245 - logits_profile_predictions_loss: 1128.9391 - logcount_predictions_loss: 0.3497 428/2484 [====>.........................] - ETA: 10:28 - loss: 1147.8270 - logits_profile_predictions_loss: 1128.9410 - logcount_predictions_loss: 0.3497 429/2484 [====>.........................] - ETA: 10:27 - loss: 1147.8290 - logits_profile_predictions_loss: 1128.9423 - logcount_predictions_loss: 0.3498 430/2484 [====>.........................] - ETA: 10:27 - loss: 1147.8314 - logits_profile_predictions_loss: 1128.9441 - logcount_predictions_loss: 0.3498 431/2484 [====>.........................] - ETA: 10:27 - loss: 1147.8338 - logits_profile_predictions_loss: 1128.9460 - logcount_predictions_loss: 0.3498 432/2484 [====>.........................] - ETA: 10:26 - loss: 1147.8358 - logits_profile_predictions_loss: 1128.9474 - logcount_predictions_loss: 0.3498 433/2484 [====>.........................] - ETA: 10:26 - loss: 1147.8380 - logits_profile_predictions_loss: 1128.9491 - logcount_predictions_loss: 0.3498 434/2484 [====>.........................] - ETA: 10:26 - loss: 1147.8402 - logits_profile_predictions_loss: 1128.9508 - logcount_predictions_loss: 0.3498 435/2484 [====>.........................] - ETA: 10:25 - loss: 1147.8429 - logits_profile_predictions_loss: 1128.9529 - logcount_predictions_loss: 0.3498 436/2484 [====>.........................] - ETA: 10:25 - loss: 1147.8454 - logits_profile_predictions_loss: 1128.9549 - logcount_predictions_loss: 0.3498 437/2484 [====>.........................] - ETA: 10:25 - loss: 1147.8483 - logits_profile_predictions_loss: 1128.9572 - logcount_predictions_loss: 0.3498 438/2484 [====>.........................] - ETA: 10:25 - loss: 1147.8513 - logits_profile_predictions_loss: 1128.9598 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[====>.........................] - ETA: 10:22 - loss: 1147.8648 - logits_profile_predictions_loss: 1128.9691 - logcount_predictions_loss: 0.3499 446/2484 [====>.........................] - ETA: 10:22 - loss: 1147.8667 - logits_profile_predictions_loss: 1128.9705 - logcount_predictions_loss: 0.3499 447/2484 [====>.........................] - ETA: 10:22 - loss: 1147.8693 - logits_profile_predictions_loss: 1128.9725 - logcount_predictions_loss: 0.3499 448/2484 [====>.........................] - ETA: 10:22 - loss: 1147.8720 - logits_profile_predictions_loss: 1128.9746 - logcount_predictions_loss: 0.3500 449/2484 [====>.........................] - ETA: 10:21 - loss: 1147.8747 - logits_profile_predictions_loss: 1128.9767 - logcount_predictions_loss: 0.3500 450/2484 [====>.........................] - ETA: 10:21 - loss: 1147.8774 - logits_profile_predictions_loss: 1128.9789 - logcount_predictions_loss: 0.3500 451/2484 [====>.........................] - ETA: 10:21 - loss: 1147.8798 - logits_profile_predictions_loss: 1128.9807 - logcount_predictions_loss: 0.3500 452/2484 [====>.........................] - ETA: 10:20 - loss: 1147.8822 - logits_profile_predictions_loss: 1128.9826 - logcount_predictions_loss: 0.3500 453/2484 [====>.........................] - ETA: 10:20 - loss: 1147.8849 - logits_profile_predictions_loss: 1128.9848 - logcount_predictions_loss: 0.3500 454/2484 [====>.........................] - ETA: 10:20 - loss: 1147.8878 - logits_profile_predictions_loss: 1128.9871 - logcount_predictions_loss: 0.3500 455/2484 [====>.........................] - ETA: 10:19 - loss: 1147.8906 - logits_profile_predictions_loss: 1128.9893 - logcount_predictions_loss: 0.3500 456/2484 [====>.........................] - ETA: 10:19 - loss: 1147.8938 - logits_profile_predictions_loss: 1128.9919 - logcount_predictions_loss: 0.3500 457/2484 [====>.........................] - ETA: 10:19 - loss: 1147.8969 - logits_profile_predictions_loss: 1128.9945 - logcount_predictions_loss: 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logcount_predictions_loss: 0.3496 2479/2484 [============================>.] - ETA: 1s - loss: 1145.5905 - logits_profile_predictions_loss: 1126.7131 - logcount_predictions_loss: 0.3496 2480/2484 [============================>.] - ETA: 1s - loss: 1145.5892 - logits_profile_predictions_loss: 1126.7120 - logcount_predictions_loss: 0.3496 2481/2484 [============================>.] - ETA: 0s - loss: 1145.5879 - logits_profile_predictions_loss: 1126.7108 - logcount_predictions_loss: 0.3496 2482/2484 [============================>.] - ETA: 0s - loss: 1145.5867 - logits_profile_predictions_loss: 1126.7096 - logcount_predictions_loss: 0.3496 2483/2484 [============================>.] - ETA: 0s - loss: 1145.5854 - logits_profile_predictions_loss: 1126.7085 - logcount_predictions_loss: 0.3496 2484/2484 [==============================] - ETA: 0s - loss: 1145.5840 - logits_profile_predictions_loss: 1126.7073 - logcount_predictions_loss: 0.3496 2484/2484 [==============================] - 789s 318ms/step - loss: 1145.5827 - logits_profile_predictions_loss: 1126.7061 - logcount_predictions_loss: 0.3496 - val_loss: 1184.4283 - val_logits_profile_predictions_loss: 1168.1238 - val_logcount_predictions_loss: 0.3019 Epoch 00003: val_loss improved from 1195.40356 to 1184.42834, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 4/50 1/2484 [..............................] - ETA: 13:02 - loss: 1152.1793 - logits_profile_predictions_loss: 1135.6125 - logcount_predictions_loss: 0.3068 2/2484 [..............................] - ETA: 12:29 - loss: 1153.1109 - logits_profile_predictions_loss: 1135.6936 - logcount_predictions_loss: 0.3225 3/2484 [..............................] - ETA: 12:29 - loss: 1142.7328 - logits_profile_predictions_loss: 1125.1178 - logcount_predictions_loss: 0.3262 4/2484 [..............................] - ETA: 12:29 - loss: 1141.3666 - logits_profile_predictions_loss: 1123.7960 - 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- loss: 1123.1480 - logits_profile_predictions_loss: 1105.9125 - logcount_predictions_loss: 0.3192 12/2484 [..............................] - ETA: 12:28 - loss: 1122.1740 - logits_profile_predictions_loss: 1104.9856 - logcount_predictions_loss: 0.3183 13/2484 [..............................] - ETA: 12:28 - loss: 1121.3999 - logits_profile_predictions_loss: 1104.2567 - logcount_predictions_loss: 0.3175 14/2484 [..............................] - ETA: 12:27 - loss: 1121.3033 - logits_profile_predictions_loss: 1104.1921 - logcount_predictions_loss: 0.3169 15/2484 [..............................] - ETA: 12:27 - loss: 1121.0387 - logits_profile_predictions_loss: 1103.9445 - logcount_predictions_loss: 0.3166 16/2484 [..............................] - ETA: 12:27 - loss: 1121.3670 - logits_profile_predictions_loss: 1104.3034 - logcount_predictions_loss: 0.3160 17/2484 [..............................] - ETA: 12:27 - loss: 1121.5647 - logits_profile_predictions_loss: 1104.5361 - 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12:25 - loss: 1120.0950 - logits_profile_predictions_loss: 1103.1532 - logcount_predictions_loss: 0.3137 25/2484 [..............................] - ETA: 12:25 - loss: 1120.2357 - logits_profile_predictions_loss: 1103.2765 - logcount_predictions_loss: 0.3141 26/2484 [..............................] - ETA: 12:24 - loss: 1120.3051 - logits_profile_predictions_loss: 1103.3268 - logcount_predictions_loss: 0.3144 27/2484 [..............................] - ETA: 12:24 - loss: 1120.4011 - logits_profile_predictions_loss: 1103.4001 - logcount_predictions_loss: 0.3148 28/2484 [..............................] - ETA: 12:24 - loss: 1120.5864 - logits_profile_predictions_loss: 1103.5613 - logcount_predictions_loss: 0.3153 29/2484 [..............................] - ETA: 12:24 - loss: 1120.7367 - logits_profile_predictions_loss: 1103.6822 - logcount_predictions_loss: 0.3158 30/2484 [..............................] - ETA: 12:23 - loss: 1120.8792 - logits_profile_predictions_loss: 1103.7955 - logcount_predictions_loss: 0.3164 31/2484 [..............................] - ETA: 12:23 - loss: 1121.0797 - logits_profile_predictions_loss: 1103.9769 - logcount_predictions_loss: 0.3167 32/2484 [..............................] - ETA: 12:23 - loss: 1121.3419 - logits_profile_predictions_loss: 1104.2214 - logcount_predictions_loss: 0.3170 33/2484 [..............................] - ETA: 12:23 - loss: 1121.6615 - logits_profile_predictions_loss: 1104.5242 - logcount_predictions_loss: 0.3174 34/2484 [..............................] - ETA: 12:22 - loss: 1121.9330 - logits_profile_predictions_loss: 1104.7802 - logcount_predictions_loss: 0.3176 35/2484 [..............................] - ETA: 12:22 - loss: 1122.1806 - logits_profile_predictions_loss: 1105.0170 - logcount_predictions_loss: 0.3178 36/2484 [..............................] - ETA: 12:22 - loss: 1122.4401 - logits_profile_predictions_loss: 1105.2671 - logcount_predictions_loss: 0.3180 37/2484 [..............................] - ETA: 12:22 - loss: 1122.6683 - logits_profile_predictions_loss: 1105.4840 - logcount_predictions_loss: 0.3182 38/2484 [..............................] - ETA: 12:21 - loss: 1122.9621 - logits_profile_predictions_loss: 1105.7639 - logcount_predictions_loss: 0.3185 39/2484 [..............................] - ETA: 12:21 - loss: 1123.2718 - logits_profile_predictions_loss: 1106.0518 - logcount_predictions_loss: 0.3189 40/2484 [..............................] - ETA: 12:21 - loss: 1123.4827 - logits_profile_predictions_loss: 1106.2421 - logcount_predictions_loss: 0.3193 41/2484 [..............................] - ETA: 12:21 - loss: 1123.7162 - logits_profile_predictions_loss: 1106.4515 - logcount_predictions_loss: 0.3197 42/2484 [..............................] - ETA: 12:20 - loss: 1123.9748 - logits_profile_predictions_loss: 1106.6906 - logcount_predictions_loss: 0.3201 43/2484 [..............................] - ETA: 12:20 - loss: 1124.2804 - logits_profile_predictions_loss: 1106.9770 - logcount_predictions_loss: 0.3204 44/2484 [..............................] - ETA: 12:20 - loss: 1124.5651 - logits_profile_predictions_loss: 1107.2452 - logcount_predictions_loss: 0.3207 45/2484 [..............................] - ETA: 12:19 - loss: 1124.8640 - logits_profile_predictions_loss: 1107.5271 - logcount_predictions_loss: 0.3211 46/2484 [..............................] - ETA: 12:19 - loss: 1125.1081 - logits_profile_predictions_loss: 1107.7545 - logcount_predictions_loss: 0.3214 47/2484 [..............................] - ETA: 12:19 - loss: 1125.3539 - logits_profile_predictions_loss: 1107.9839 - logcount_predictions_loss: 0.3217 48/2484 [..............................] - ETA: 12:19 - loss: 1125.6021 - logits_profile_predictions_loss: 1108.2157 - logcount_predictions_loss: 0.3220 49/2484 [..............................] - ETA: 12:18 - loss: 1125.8614 - logits_profile_predictions_loss: 1108.4616 - logcount_predictions_loss: 0.3222 50/2484 [..............................] - ETA: 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logcount_predictions_loss: 0.3237 57/2484 [..............................] - ETA: 12:16 - loss: 1128.0089 - logits_profile_predictions_loss: 1110.5156 - logcount_predictions_loss: 0.3240 58/2484 [..............................] - ETA: 12:16 - loss: 1128.2912 - logits_profile_predictions_loss: 1110.7870 - logcount_predictions_loss: 0.3242 59/2484 [..............................] - ETA: 12:16 - loss: 1128.5720 - logits_profile_predictions_loss: 1111.0567 - logcount_predictions_loss: 0.3244 60/2484 [..............................] - ETA: 12:15 - loss: 1128.8455 - logits_profile_predictions_loss: 1111.3199 - logcount_predictions_loss: 0.3246 61/2484 [..............................] - ETA: 12:15 - loss: 1129.0921 - logits_profile_predictions_loss: 1111.5564 - logcount_predictions_loss: 0.3247 62/2484 [..............................] - ETA: 12:15 - loss: 1129.3316 - logits_profile_predictions_loss: 1111.7876 - logcount_predictions_loss: 0.3249 63/2484 [..............................] - ETA: 12:15 - loss: 1129.5655 - logits_profile_predictions_loss: 1112.0140 - logcount_predictions_loss: 0.3250 64/2484 [..............................] - ETA: 12:15 - loss: 1129.8002 - logits_profile_predictions_loss: 1112.2425 - logcount_predictions_loss: 0.3251 65/2484 [..............................] - ETA: 12:14 - loss: 1130.0142 - logits_profile_predictions_loss: 1112.4507 - logcount_predictions_loss: 0.3253 66/2484 [..............................] - ETA: 12:14 - loss: 1130.2323 - logits_profile_predictions_loss: 1112.6641 - logcount_predictions_loss: 0.3253 67/2484 [..............................] - ETA: 12:14 - loss: 1130.4686 - logits_profile_predictions_loss: 1112.8964 - logcount_predictions_loss: 0.3254 68/2484 [..............................] - ETA: 12:14 - loss: 1130.6713 - logits_profile_predictions_loss: 1113.0933 - logcount_predictions_loss: 0.3255 69/2484 [..............................] - ETA: 12:13 - loss: 1130.8881 - logits_profile_predictions_loss: 1113.3050 - logcount_predictions_loss: 0.3256 70/2484 [..............................] - ETA: 12:13 - loss: 1131.0732 - logits_profile_predictions_loss: 1113.4854 - logcount_predictions_loss: 0.3257 71/2484 [..............................] - ETA: 12:13 - loss: 1131.2412 - logits_profile_predictions_loss: 1113.6490 - logcount_predictions_loss: 0.3258 72/2484 [..............................] - ETA: 12:12 - loss: 1131.4030 - logits_profile_predictions_loss: 1113.8072 - logcount_predictions_loss: 0.3258 73/2484 [..............................] - ETA: 12:12 - loss: 1131.5512 - logits_profile_predictions_loss: 1113.9510 - logcount_predictions_loss: 0.3259 74/2484 [..............................] - ETA: 12:12 - loss: 1131.7028 - logits_profile_predictions_loss: 1114.0987 - logcount_predictions_loss: 0.3260 75/2484 [..............................] - ETA: 12:12 - loss: 1131.8580 - logits_profile_predictions_loss: 1114.2496 - logcount_predictions_loss: 0.3261 76/2484 [..............................] - ETA: 12:11 - loss: 1132.0120 - logits_profile_predictions_loss: 1114.4005 - logcount_predictions_loss: 0.3261 77/2484 [..............................] - ETA: 12:11 - loss: 1132.1655 - logits_profile_predictions_loss: 1114.5510 - logcount_predictions_loss: 0.3262 78/2484 [..............................] - ETA: 12:11 - loss: 1132.3160 - logits_profile_predictions_loss: 1114.6988 - logcount_predictions_loss: 0.3262 79/2484 [..............................] - ETA: 12:10 - loss: 1132.4691 - logits_profile_predictions_loss: 1114.8462 - logcount_predictions_loss: 0.3264 80/2484 [..............................] - ETA: 12:10 - loss: 1132.6005 - logits_profile_predictions_loss: 1114.9724 - logcount_predictions_loss: 0.3264 81/2484 [..............................] - ETA: 12:10 - loss: 1132.7263 - logits_profile_predictions_loss: 1115.0925 - logcount_predictions_loss: 0.3266 82/2484 [..............................] - ETA: 12:10 - loss: 1132.8496 - logits_profile_predictions_loss: 1115.2109 - logcount_predictions_loss: 0.3266 83/2484 [>.............................] - ETA: 12:09 - loss: 1132.9776 - logits_profile_predictions_loss: 1115.3349 - logcount_predictions_loss: 0.3267 84/2484 [>.............................] - ETA: 12:09 - loss: 1133.0895 - logits_profile_predictions_loss: 1115.4425 - logcount_predictions_loss: 0.3268 85/2484 [>.............................] - ETA: 12:09 - loss: 1133.1859 - logits_profile_predictions_loss: 1115.5339 - logcount_predictions_loss: 0.3269 86/2484 [>.............................] - ETA: 12:08 - loss: 1133.2845 - logits_profile_predictions_loss: 1115.6279 - logcount_predictions_loss: 0.3270 87/2484 [>.............................] - ETA: 12:08 - loss: 1133.3730 - logits_profile_predictions_loss: 1115.7126 - logcount_predictions_loss: 0.3270 88/2484 [>.............................] - ETA: 12:08 - loss: 1133.4545 - logits_profile_predictions_loss: 1115.7907 - logcount_predictions_loss: 0.3271 89/2484 [>.............................] - ETA: 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- logcount_predictions_loss: 0.3296 482/2484 [====>.........................] - ETA: 10:11 - loss: 1132.6450 - logits_profile_predictions_loss: 1114.8489 - logcount_predictions_loss: 0.3296 483/2484 [====>.........................] - ETA: 10:11 - loss: 1132.6381 - logits_profile_predictions_loss: 1114.8415 - logcount_predictions_loss: 0.3296 484/2484 [====>.........................] - ETA: 10:11 - loss: 1132.6311 - logits_profile_predictions_loss: 1114.8341 - logcount_predictions_loss: 0.3296 485/2484 [====>.........................] - ETA: 10:10 - loss: 1132.6243 - logits_profile_predictions_loss: 1114.8270 - logcount_predictions_loss: 0.3296 486/2484 [====>.........................] - ETA: 10:10 - loss: 1132.6178 - logits_profile_predictions_loss: 1114.8201 - logcount_predictions_loss: 0.3296 487/2484 [====>.........................] - ETA: 10:10 - loss: 1132.6112 - logits_profile_predictions_loss: 1114.8131 - logcount_predictions_loss: 0.3296 488/2484 [====>.........................] - ETA: 10:09 - loss: 1132.6047 - logits_profile_predictions_loss: 1114.8062 - logcount_predictions_loss: 0.3296 489/2484 [====>.........................] - ETA: 10:09 - loss: 1132.5982 - logits_profile_predictions_loss: 1114.7994 - logcount_predictions_loss: 0.3296 490/2484 [====>.........................] - ETA: 10:09 - loss: 1132.5918 - logits_profile_predictions_loss: 1114.7926 - logcount_predictions_loss: 0.3296 491/2484 [====>.........................] - ETA: 10:08 - loss: 1132.5851 - logits_profile_predictions_loss: 1114.7855 - logcount_predictions_loss: 0.3296 492/2484 [====>.........................] - ETA: 10:08 - loss: 1132.5783 - logits_profile_predictions_loss: 1114.7782 - logcount_predictions_loss: 0.3296 493/2484 [====>.........................] - ETA: 10:08 - loss: 1132.5713 - logits_profile_predictions_loss: 1114.7709 - logcount_predictions_loss: 0.3296 494/2484 [====>.........................] - ETA: 10:08 - loss: 1132.5647 - 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logcount_predictions_loss: 0.3280 2477/2484 [============================>.] - ETA: 2s - loss: 1132.4237 - logits_profile_predictions_loss: 1114.7127 - logcount_predictions_loss: 0.3280 2478/2484 [============================>.] - ETA: 1s - loss: 1132.4235 - logits_profile_predictions_loss: 1114.7126 - logcount_predictions_loss: 0.3280 2479/2484 [============================>.] - ETA: 1s - loss: 1132.4232 - logits_profile_predictions_loss: 1114.7125 - logcount_predictions_loss: 0.3280 2480/2484 [============================>.] - ETA: 1s - loss: 1132.4230 - logits_profile_predictions_loss: 1114.7123 - logcount_predictions_loss: 0.3280 2481/2484 [============================>.] - ETA: 0s - loss: 1132.4227 - logits_profile_predictions_loss: 1114.7122 - logcount_predictions_loss: 0.3280 2482/2484 [============================>.] - ETA: 0s - loss: 1132.4224 - logits_profile_predictions_loss: 1114.7121 - logcount_predictions_loss: 0.3280 2483/2484 [============================>.] - ETA: 0s - loss: 1132.4222 - logits_profile_predictions_loss: 1114.7119 - logcount_predictions_loss: 0.3280 2484/2484 [==============================] - ETA: 0s - loss: 1132.4219 - logits_profile_predictions_loss: 1114.7118 - logcount_predictions_loss: 0.3280 2484/2484 [==============================] - 789s 318ms/step - loss: 1132.4216 - logits_profile_predictions_loss: 1114.7116 - logcount_predictions_loss: 0.3280 - val_loss: 1176.1011 - val_logits_profile_predictions_loss: 1160.3920 - val_logcount_predictions_loss: 0.2909 Epoch 00004: val_loss improved from 1184.42834 to 1176.10107, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 5/50 1/2484 [..............................] - ETA: 12:59 - loss: 1151.4213 - logits_profile_predictions_loss: 1140.9067 - logcount_predictions_loss: 0.1947 2/2484 [..............................] - ETA: 12:30 - loss: 1130.4616 - logits_profile_predictions_loss: 1119.5760 - logcount_predictions_loss: 0.2016 3/2484 [..............................] - ETA: 12:29 - loss: 1124.9395 - logits_profile_predictions_loss: 1113.3747 - logcount_predictions_loss: 0.2142 4/2484 [..............................] - ETA: 12:31 - loss: 1121.6865 - logits_profile_predictions_loss: 1109.4895 - logcount_predictions_loss: 0.2259 5/2484 [..............................] - ETA: 12:31 - loss: 1117.2735 - logits_profile_predictions_loss: 1104.6867 - logcount_predictions_loss: 0.2331 6/2484 [..............................] - ETA: 12:30 - loss: 1111.8355 - logits_profile_predictions_loss: 1098.7681 - logcount_predictions_loss: 0.2420 7/2484 [..............................] - ETA: 12:31 - loss: 1108.9070 - logits_profile_predictions_loss: 1094.8820 - logcount_predictions_loss: 0.2597 8/2484 [..............................] - ETA: 12:30 - loss: 1107.4087 - logits_profile_predictions_loss: 1092.7473 - logcount_predictions_loss: 0.2715 9/2484 [..............................] - ETA: 12:30 - loss: 1106.4097 - logits_profile_predictions_loss: 1091.2600 - logcount_predictions_loss: 0.2806 10/2484 [..............................] - ETA: 12:30 - loss: 1105.5299 - logits_profile_predictions_loss: 1090.0300 - logcount_predictions_loss: 0.2870 11/2484 [..............................] - ETA: 12:30 - loss: 1106.0404 - logits_profile_predictions_loss: 1090.3179 - logcount_predictions_loss: 0.2912 12/2484 [..............................] - ETA: 12:29 - loss: 1107.2808 - logits_profile_predictions_loss: 1091.3853 - logcount_predictions_loss: 0.2944 13/2484 [..............................] - ETA: 12:29 - loss: 1108.6538 - logits_profile_predictions_loss: 1092.5987 - logcount_predictions_loss: 0.2973 14/2484 [..............................] - ETA: 12:29 - loss: 1109.7659 - logits_profile_predictions_loss: 1093.5770 - logcount_predictions_loss: 0.2998 15/2484 [..............................] - ETA: 12:28 - loss: 1110.7863 - logits_profile_predictions_loss: 1094.4648 - logcount_predictions_loss: 0.3023 16/2484 [..............................] - ETA: 12:28 - loss: 1111.9998 - logits_profile_predictions_loss: 1095.5448 - logcount_predictions_loss: 0.3047 17/2484 [..............................] - ETA: 12:28 - loss: 1113.0373 - logits_profile_predictions_loss: 1096.4694 - logcount_predictions_loss: 0.3068 18/2484 [..............................] - ETA: 12:28 - loss: 1114.0662 - logits_profile_predictions_loss: 1097.3994 - logcount_predictions_loss: 0.3086 19/2484 [..............................] - ETA: 12:27 - loss: 1114.9572 - logits_profile_predictions_loss: 1098.2039 - logcount_predictions_loss: 0.3102 20/2484 [..............................] - ETA: 12:27 - loss: 1115.6797 - logits_profile_predictions_loss: 1098.8568 - logcount_predictions_loss: 0.3115 21/2484 [..............................] - ETA: 12:27 - loss: 1116.2762 - logits_profile_predictions_loss: 1099.3889 - logcount_predictions_loss: 0.3127 22/2484 [..............................] - ETA: 12:26 - loss: 1116.6971 - logits_profile_predictions_loss: 1099.7599 - logcount_predictions_loss: 0.3137 23/2484 [..............................] - ETA: 12:26 - loss: 1117.1206 - logits_profile_predictions_loss: 1100.1393 - logcount_predictions_loss: 0.3145 24/2484 [..............................] - ETA: 12:26 - loss: 1117.5341 - logits_profile_predictions_loss: 1100.5167 - logcount_predictions_loss: 0.3151 25/2484 [..............................] - ETA: 12:26 - loss: 1117.8793 - logits_profile_predictions_loss: 1100.8376 - logcount_predictions_loss: 0.3156 26/2484 [..............................] - ETA: 12:25 - loss: 1118.1578 - logits_profile_predictions_loss: 1101.0965 - logcount_predictions_loss: 0.3160 27/2484 [..............................] - ETA: 12:25 - loss: 1118.3867 - logits_profile_predictions_loss: 1101.3159 - logcount_predictions_loss: 0.3161 28/2484 [..............................] - ETA: 12:25 - loss: 1118.6025 - logits_profile_predictions_loss: 1101.5298 - 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[==>...........................] - ETA: 11:16 - loss: 1126.2525 - logits_profile_predictions_loss: 1109.9349 - logcount_predictions_loss: 0.3022 262/2484 [==>...........................] - ETA: 11:15 - loss: 1126.2503 - logits_profile_predictions_loss: 1109.9328 - logcount_predictions_loss: 0.3022 263/2484 [==>...........................] - ETA: 11:15 - loss: 1126.2493 - logits_profile_predictions_loss: 1109.9321 - logcount_predictions_loss: 0.3022 264/2484 [==>...........................] - ETA: 11:15 - loss: 1126.2484 - logits_profile_predictions_loss: 1109.9313 - logcount_predictions_loss: 0.3022 265/2484 [==>...........................] - ETA: 11:15 - loss: 1126.2453 - logits_profile_predictions_loss: 1109.9286 - logcount_predictions_loss: 0.3022 266/2484 [==>...........................] - ETA: 11:14 - loss: 1126.2424 - logits_profile_predictions_loss: 1109.9257 - logcount_predictions_loss: 0.3022 267/2484 [==>...........................] - ETA: 11:14 - loss: 1126.2407 - 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- logcount_predictions_loss: 0.3031 390/2484 [===>..........................] - ETA: 10:38 - loss: 1126.2066 - logits_profile_predictions_loss: 1109.8376 - logcount_predictions_loss: 0.3031 391/2484 [===>..........................] - ETA: 10:38 - loss: 1126.2062 - logits_profile_predictions_loss: 1109.8368 - logcount_predictions_loss: 0.3031 392/2484 [===>..........................] - ETA: 10:37 - loss: 1126.2060 - logits_profile_predictions_loss: 1109.8362 - logcount_predictions_loss: 0.3031 393/2484 [===>..........................] - ETA: 10:37 - loss: 1126.2059 - logits_profile_predictions_loss: 1109.8358 - logcount_predictions_loss: 0.3031 394/2484 [===>..........................] - ETA: 10:37 - loss: 1126.2052 - logits_profile_predictions_loss: 1109.8347 - logcount_predictions_loss: 0.3032 395/2484 [===>..........................] - ETA: 10:36 - loss: 1126.2049 - logits_profile_predictions_loss: 1109.8339 - logcount_predictions_loss: 0.3032 396/2484 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1126.1660 - logits_profile_predictions_loss: 1109.7894 - logcount_predictions_loss: 0.3033 416/2484 [====>.........................] - ETA: 10:30 - loss: 1126.1644 - logits_profile_predictions_loss: 1109.7877 - logcount_predictions_loss: 0.3033 417/2484 [====>.........................] - ETA: 10:30 - loss: 1126.1629 - logits_profile_predictions_loss: 1109.7860 - logcount_predictions_loss: 0.3033 418/2484 [====>.........................] - ETA: 10:30 - loss: 1126.1615 - logits_profile_predictions_loss: 1109.7845 - logcount_predictions_loss: 0.3033 419/2484 [====>.........................] - ETA: 10:29 - loss: 1126.1598 - logits_profile_predictions_loss: 1109.7826 - logcount_predictions_loss: 0.3033 420/2484 [====>.........................] - ETA: 10:29 - loss: 1126.1586 - logits_profile_predictions_loss: 1109.7812 - logcount_predictions_loss: 0.3033 421/2484 [====>.........................] - ETA: 10:29 - loss: 1126.1573 - logits_profile_predictions_loss: 1109.7798 - logcount_predictions_loss: 0.3033 422/2484 [====>.........................] - ETA: 10:28 - loss: 1126.1560 - logits_profile_predictions_loss: 1109.7783 - logcount_predictions_loss: 0.3033 423/2484 [====>.........................] - ETA: 10:28 - loss: 1126.1549 - logits_profile_predictions_loss: 1109.7771 - logcount_predictions_loss: 0.3033 424/2484 [====>.........................] - ETA: 10:28 - loss: 1126.1539 - logits_profile_predictions_loss: 1109.7761 - logcount_predictions_loss: 0.3033 425/2484 [====>.........................] - ETA: 10:28 - loss: 1126.1529 - logits_profile_predictions_loss: 1109.7750 - logcount_predictions_loss: 0.3033 426/2484 [====>.........................] - ETA: 10:27 - loss: 1126.1527 - logits_profile_predictions_loss: 1109.7747 - logcount_predictions_loss: 0.3033 427/2484 [====>.........................] - ETA: 10:27 - loss: 1126.1521 - logits_profile_predictions_loss: 1109.7741 - logcount_predictions_loss: 0.3033 428/2484 [====>.........................] - ETA: 10:27 - loss: 1126.1515 - logits_profile_predictions_loss: 1109.7735 - logcount_predictions_loss: 0.3033 429/2484 [====>.........................] - ETA: 10:26 - loss: 1126.1510 - logits_profile_predictions_loss: 1109.7729 - logcount_predictions_loss: 0.3033 430/2484 [====>.........................] - ETA: 10:26 - loss: 1126.1509 - logits_profile_predictions_loss: 1109.7727 - logcount_predictions_loss: 0.3033 431/2484 [====>.........................] - ETA: 10:26 - loss: 1126.1514 - logits_profile_predictions_loss: 1109.7731 - logcount_predictions_loss: 0.3033 432/2484 [====>.........................] - ETA: 10:25 - loss: 1126.1515 - logits_profile_predictions_loss: 1109.7731 - logcount_predictions_loss: 0.3033 433/2484 [====>.........................] - ETA: 10:25 - loss: 1126.1519 - logits_profile_predictions_loss: 1109.7735 - logcount_predictions_loss: 0.3033 434/2484 [====>.........................] - ETA: 10:25 - loss: 1126.1519 - logits_profile_predictions_loss: 1109.7734 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logcount_predictions_loss: 0.3060 2449/2484 [============================>.] - ETA: 10s - loss: 1126.3252 - logits_profile_predictions_loss: 1109.8022 - logcount_predictions_loss: 0.3060 2450/2484 [============================>.] - ETA: 10s - loss: 1126.3252 - logits_profile_predictions_loss: 1109.8023 - logcount_predictions_loss: 0.3060 2451/2484 [============================>.] - ETA: 10s - loss: 1126.3252 - logits_profile_predictions_loss: 1109.8023 - logcount_predictions_loss: 0.3060 2452/2484 [============================>.] - ETA: 9s - loss: 1126.3252 - logits_profile_predictions_loss: 1109.8024 - logcount_predictions_loss: 0.3060  2453/2484 [============================>.] - ETA: 9s - loss: 1126.3252 - logits_profile_predictions_loss: 1109.8024 - logcount_predictions_loss: 0.3060 2454/2484 [============================>.] - ETA: 9s - loss: 1126.3252 - logits_profile_predictions_loss: 1109.8024 - logcount_predictions_loss: 0.3060 2455/2484 [============================>.] - ETA: 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logcount_predictions_loss: 0.3060 2462/2484 [============================>.] - ETA: 6s - loss: 1126.3253 - logits_profile_predictions_loss: 1109.8029 - logcount_predictions_loss: 0.3060 2463/2484 [============================>.] - ETA: 6s - loss: 1126.3253 - logits_profile_predictions_loss: 1109.8030 - logcount_predictions_loss: 0.3060 2464/2484 [============================>.] - ETA: 6s - loss: 1126.3253 - logits_profile_predictions_loss: 1109.8030 - logcount_predictions_loss: 0.3060 2465/2484 [============================>.] - ETA: 5s - loss: 1126.3253 - logits_profile_predictions_loss: 1109.8030 - logcount_predictions_loss: 0.3060 2466/2484 [============================>.] - ETA: 5s - loss: 1126.3253 - logits_profile_predictions_loss: 1109.8031 - logcount_predictions_loss: 0.3060 2467/2484 [============================>.] - ETA: 5s - loss: 1126.3252 - logits_profile_predictions_loss: 1109.8031 - logcount_predictions_loss: 0.3060 2468/2484 [============================>.] - ETA: 4s - loss: 1126.3252 - logits_profile_predictions_loss: 1109.8031 - logcount_predictions_loss: 0.3060 2469/2484 [============================>.] - ETA: 4s - loss: 1126.3252 - logits_profile_predictions_loss: 1109.8032 - logcount_predictions_loss: 0.3060 2470/2484 [============================>.] - ETA: 4s - loss: 1126.3252 - logits_profile_predictions_loss: 1109.8032 - logcount_predictions_loss: 0.3060 2471/2484 [============================>.] - ETA: 3s - loss: 1126.3252 - logits_profile_predictions_loss: 1109.8033 - logcount_predictions_loss: 0.3060 2472/2484 [============================>.] - ETA: 3s - loss: 1126.3253 - logits_profile_predictions_loss: 1109.8033 - logcount_predictions_loss: 0.3060 2473/2484 [============================>.] - ETA: 3s - loss: 1126.3253 - logits_profile_predictions_loss: 1109.8034 - logcount_predictions_loss: 0.3060 2474/2484 [============================>.] - ETA: 3s - loss: 1126.3253 - logits_profile_predictions_loss: 1109.8034 - logcount_predictions_loss: 0.3059 2475/2484 [============================>.] - ETA: 2s - loss: 1126.3253 - logits_profile_predictions_loss: 1109.8035 - logcount_predictions_loss: 0.3059 2476/2484 [============================>.] - ETA: 2s - loss: 1126.3253 - logits_profile_predictions_loss: 1109.8035 - logcount_predictions_loss: 0.3059 2477/2484 [============================>.] - ETA: 2s - loss: 1126.3253 - logits_profile_predictions_loss: 1109.8036 - logcount_predictions_loss: 0.3059 2478/2484 [============================>.] - ETA: 1s - loss: 1126.3254 - logits_profile_predictions_loss: 1109.8037 - logcount_predictions_loss: 0.3059 2479/2484 [============================>.] - ETA: 1s - loss: 1126.3254 - logits_profile_predictions_loss: 1109.8038 - logcount_predictions_loss: 0.3059 2480/2484 [============================>.] - ETA: 1s - loss: 1126.3255 - logits_profile_predictions_loss: 1109.8039 - logcount_predictions_loss: 0.3059 2481/2484 [============================>.] - ETA: 0s - loss: 1126.3256 - logits_profile_predictions_loss: 1109.8041 - logcount_predictions_loss: 0.3059 2482/2484 [============================>.] - ETA: 0s - loss: 1126.3257 - logits_profile_predictions_loss: 1109.8042 - logcount_predictions_loss: 0.3059 2483/2484 [============================>.] - ETA: 0s - loss: 1126.3257 - logits_profile_predictions_loss: 1109.8043 - logcount_predictions_loss: 0.3059 2484/2484 [==============================] - ETA: 0s - loss: 1126.3258 - logits_profile_predictions_loss: 1109.8044 - logcount_predictions_loss: 0.3059 2484/2484 [==============================] - 790s 318ms/step - loss: 1126.3259 - logits_profile_predictions_loss: 1109.8046 - logcount_predictions_loss: 0.3059 - val_loss: 1166.2816 - val_logits_profile_predictions_loss: 1151.2128 - val_logcount_predictions_loss: 0.2790 Epoch 00005: val_loss improved from 1176.10107 to 1166.28162, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 6/50 1/2484 [..............................] - ETA: 13:01 - loss: 1069.0334 - logits_profile_predictions_loss: 1044.7191 - logcount_predictions_loss: 0.4503 2/2484 [..............................] - ETA: 12:30 - loss: 1090.2032 - logits_profile_predictions_loss: 1069.1367 - logcount_predictions_loss: 0.3901 3/2484 [..............................] - ETA: 12:30 - loss: 1097.0711 - logits_profile_predictions_loss: 1077.8475 - logcount_predictions_loss: 0.3560 4/2484 [..............................] - ETA: 12:32 - loss: 1102.2007 - logits_profile_predictions_loss: 1084.0475 - logcount_predictions_loss: 0.3362 5/2484 [..............................] - ETA: 12:31 - loss: 1110.1951 - logits_profile_predictions_loss: 1092.6406 - logcount_predictions_loss: 0.3251 6/2484 [..............................] - ETA: 12:31 - loss: 1118.0474 - logits_profile_predictions_loss: 1101.0009 - logcount_predictions_loss: 0.3157 7/2484 [..............................] - ETA: 12:31 - loss: 1120.5361 - logits_profile_predictions_loss: 1103.8503 - logcount_predictions_loss: 0.3090 8/2484 [..............................] - ETA: 12:31 - loss: 1123.3568 - logits_profile_predictions_loss: 1107.0456 - logcount_predictions_loss: 0.3021 9/2484 [..............................] - ETA: 12:31 - loss: 1125.2470 - logits_profile_predictions_loss: 1109.2050 - logcount_predictions_loss: 0.2971 10/2484 [..............................] - ETA: 12:30 - loss: 1127.3079 - logits_profile_predictions_loss: 1111.4672 - logcount_predictions_loss: 0.2933 11/2484 [..............................] - ETA: 12:30 - loss: 1129.8995 - logits_profile_predictions_loss: 1114.2318 - logcount_predictions_loss: 0.2901 12/2484 [..............................] - ETA: 12:30 - loss: 1131.7077 - logits_profile_predictions_loss: 1116.1717 - logcount_predictions_loss: 0.2877 13/2484 [..............................] - ETA: 12:30 - loss: 1133.4530 - logits_profile_predictions_loss: 1118.0221 - logcount_predictions_loss: 0.2858 14/2484 [..............................] - ETA: 12:29 - loss: 1135.4525 - logits_profile_predictions_loss: 1120.0864 - logcount_predictions_loss: 0.2846 15/2484 [..............................] - ETA: 12:29 - loss: 1136.8013 - logits_profile_predictions_loss: 1121.4885 - logcount_predictions_loss: 0.2836 16/2484 [..............................] - ETA: 12:29 - loss: 1137.8409 - logits_profile_predictions_loss: 1122.5761 - logcount_predictions_loss: 0.2827 17/2484 [..............................] - ETA: 12:29 - loss: 1138.7129 - logits_profile_predictions_loss: 1123.4834 - logcount_predictions_loss: 0.2820 18/2484 [..............................] - ETA: 12:29 - loss: 1139.4085 - logits_profile_predictions_loss: 1124.2182 - logcount_predictions_loss: 0.2813 19/2484 [..............................] - ETA: 12:28 - loss: 1140.0306 - logits_profile_predictions_loss: 1124.8839 - logcount_predictions_loss: 0.2805 20/2484 [..............................] - ETA: 12:28 - loss: 1140.6221 - logits_profile_predictions_loss: 1125.5055 - logcount_predictions_loss: 0.2799 21/2484 [..............................] - ETA: 12:28 - loss: 1140.9487 - logits_profile_predictions_loss: 1125.8590 - logcount_predictions_loss: 0.2794 22/2484 [..............................] - ETA: 12:28 - loss: 1141.0090 - logits_profile_predictions_loss: 1125.9470 - logcount_predictions_loss: 0.2789 23/2484 [..............................] - ETA: 12:27 - loss: 1140.9053 - logits_profile_predictions_loss: 1125.8598 - logcount_predictions_loss: 0.2786 24/2484 [..............................] - ETA: 12:27 - loss: 1140.6938 - logits_profile_predictions_loss: 1125.6632 - logcount_predictions_loss: 0.2783 25/2484 [..............................] - ETA: 12:27 - loss: 1140.4636 - logits_profile_predictions_loss: 1125.4427 - logcount_predictions_loss: 0.2782 26/2484 [..............................] - ETA: 12:26 - loss: 1140.1252 - logits_profile_predictions_loss: 1125.1157 - logcount_predictions_loss: 0.2780 27/2484 [..............................] - ETA: 12:26 - loss: 1139.7801 - logits_profile_predictions_loss: 1124.7845 - logcount_predictions_loss: 0.2777 28/2484 [..............................] - ETA: 12:26 - loss: 1139.5487 - logits_profile_predictions_loss: 1124.5657 - logcount_predictions_loss: 0.2775 29/2484 [..............................] - ETA: 12:26 - loss: 1139.3085 - logits_profile_predictions_loss: 1124.3271 - logcount_predictions_loss: 0.2774 30/2484 [..............................] - ETA: 12:25 - loss: 1138.9043 - logits_profile_predictions_loss: 1123.9240 - logcount_predictions_loss: 0.2774 31/2484 [..............................] - ETA: 12:25 - loss: 1138.3426 - logits_profile_predictions_loss: 1123.3641 - logcount_predictions_loss: 0.2774 32/2484 [..............................] - ETA: 12:25 - loss: 1137.8300 - logits_profile_predictions_loss: 1122.8503 - logcount_predictions_loss: 0.2774 33/2484 [..............................] - ETA: 12:24 - loss: 1137.3778 - logits_profile_predictions_loss: 1122.3908 - logcount_predictions_loss: 0.2775 34/2484 [..............................] - ETA: 12:24 - loss: 1137.0099 - logits_profile_predictions_loss: 1122.0217 - logcount_predictions_loss: 0.2776 35/2484 [..............................] - ETA: 12:24 - loss: 1136.7450 - logits_profile_predictions_loss: 1121.7532 - logcount_predictions_loss: 0.2776 36/2484 [..............................] - ETA: 12:24 - loss: 1136.4678 - logits_profile_predictions_loss: 1121.4696 - logcount_predictions_loss: 0.2777 37/2484 [..............................] - ETA: 12:23 - loss: 1136.2823 - logits_profile_predictions_loss: 1121.2820 - logcount_predictions_loss: 0.2778 38/2484 [..............................] - ETA: 12:23 - loss: 1136.0980 - logits_profile_predictions_loss: 1121.0698 - logcount_predictions_loss: 0.2783 39/2484 [..............................] - ETA: 12:23 - loss: 1135.9455 - logits_profile_predictions_loss: 1120.8899 - logcount_predictions_loss: 0.2788 40/2484 [..............................] - ETA: 12:22 - loss: 1135.8760 - logits_profile_predictions_loss: 1120.7885 - logcount_predictions_loss: 0.2794 41/2484 [..............................] - ETA: 12:22 - loss: 1135.8089 - logits_profile_predictions_loss: 1120.6929 - logcount_predictions_loss: 0.2799 42/2484 [..............................] - ETA: 12:22 - loss: 1135.6989 - logits_profile_predictions_loss: 1120.5520 - logcount_predictions_loss: 0.2805 43/2484 [..............................] - ETA: 12:22 - loss: 1135.5810 - logits_profile_predictions_loss: 1120.4059 - logcount_predictions_loss: 0.2810 44/2484 [..............................] - ETA: 12:21 - loss: 1135.4254 - logits_profile_predictions_loss: 1120.2252 - logcount_predictions_loss: 0.2815 45/2484 [..............................] - ETA: 12:21 - loss: 1135.2804 - logits_profile_predictions_loss: 1120.0564 - logcount_predictions_loss: 0.2819 46/2484 [..............................] - ETA: 12:21 - loss: 1135.1558 - logits_profile_predictions_loss: 1119.9100 - logcount_predictions_loss: 0.2823 47/2484 [..............................] - ETA: 12:20 - loss: 1135.0620 - logits_profile_predictions_loss: 1119.7964 - logcount_predictions_loss: 0.2827 48/2484 [..............................] - ETA: 12:20 - loss: 1134.9765 - logits_profile_predictions_loss: 1119.6945 - logcount_predictions_loss: 0.2830 49/2484 [..............................] - ETA: 12:10 - loss: 1134.8751 - logits_profile_predictions_loss: 1119.5758 - logcount_predictions_loss: 0.2833 50/2484 [..............................] - ETA: 12:10 - loss: 1134.7513 - logits_profile_predictions_loss: 1119.4368 - logcount_predictions_loss: 0.2836 51/2484 [..............................] - ETA: 12:10 - loss: 1134.5627 - logits_profile_predictions_loss: 1119.2321 - logcount_predictions_loss: 0.2839 52/2484 [..............................] - ETA: 12:10 - loss: 1134.3703 - logits_profile_predictions_loss: 1119.0222 - logcount_predictions_loss: 0.2842 53/2484 [..............................] - ETA: 12:10 - loss: 1134.1598 - logits_profile_predictions_loss: 1118.7931 - logcount_predictions_loss: 0.2846 54/2484 [..............................] - ETA: 12:10 - loss: 1133.9379 - logits_profile_predictions_loss: 1118.5532 - logcount_predictions_loss: 0.2849 55/2484 [..............................] - ETA: 12:10 - loss: 1133.7187 - logits_profile_predictions_loss: 1118.3158 - logcount_predictions_loss: 0.2852 56/2484 [..............................] - ETA: 12:09 - loss: 1133.4840 - logits_profile_predictions_loss: 1118.0632 - logcount_predictions_loss: 0.2856 57/2484 [..............................] - ETA: 12:09 - loss: 1133.2370 - logits_profile_predictions_loss: 1117.7999 - logcount_predictions_loss: 0.2859 58/2484 [..............................] - ETA: 12:09 - loss: 1133.0012 - logits_profile_predictions_loss: 1117.5491 - logcount_predictions_loss: 0.2861 59/2484 [..............................] - ETA: 12:09 - loss: 1132.7827 - logits_profile_predictions_loss: 1117.3156 - logcount_predictions_loss: 0.2864 60/2484 [..............................] - ETA: 12:09 - loss: 1132.5930 - logits_profile_predictions_loss: 1117.1127 - logcount_predictions_loss: 0.2867 61/2484 [..............................] - ETA: 12:09 - loss: 1132.4164 - logits_profile_predictions_loss: 1116.9251 - logcount_predictions_loss: 0.2869 62/2484 [..............................] - ETA: 12:09 - loss: 1132.2921 - logits_profile_predictions_loss: 1116.7911 - logcount_predictions_loss: 0.2871 63/2484 [..............................] - ETA: 12:08 - loss: 1132.1504 - logits_profile_predictions_loss: 1116.6383 - logcount_predictions_loss: 0.2873 64/2484 [..............................] - ETA: 12:08 - loss: 1131.9825 - logits_profile_predictions_loss: 1116.4589 - logcount_predictions_loss: 0.2875 65/2484 [..............................] - ETA: 12:08 - loss: 1131.8310 - logits_profile_predictions_loss: 1116.2959 - logcount_predictions_loss: 0.2877 66/2484 [..............................] - ETA: 12:08 - loss: 1131.6893 - logits_profile_predictions_loss: 1116.1423 - logcount_predictions_loss: 0.2879 67/2484 [..............................] - ETA: 12:08 - loss: 1131.5578 - logits_profile_predictions_loss: 1115.9990 - logcount_predictions_loss: 0.2881 68/2484 [..............................] - ETA: 12:07 - loss: 1131.4350 - logits_profile_predictions_loss: 1115.8649 - logcount_predictions_loss: 0.2883 69/2484 [..............................] - ETA: 12:07 - loss: 1131.2909 - logits_profile_predictions_loss: 1115.7096 - logcount_predictions_loss: 0.2885 70/2484 [..............................] - ETA: 12:07 - loss: 1131.1555 - logits_profile_predictions_loss: 1115.5631 - logcount_predictions_loss: 0.2887 71/2484 [..............................] - ETA: 12:07 - loss: 1131.0099 - logits_profile_predictions_loss: 1115.4063 - logcount_predictions_loss: 0.2890 72/2484 [..............................] - ETA: 12:07 - loss: 1130.8634 - logits_profile_predictions_loss: 1115.2488 - logcount_predictions_loss: 0.2892 73/2484 [..............................] - ETA: 12:06 - loss: 1130.7297 - logits_profile_predictions_loss: 1115.1044 - logcount_predictions_loss: 0.2894 74/2484 [..............................] - ETA: 12:06 - loss: 1130.5889 - logits_profile_predictions_loss: 1114.9525 - logcount_predictions_loss: 0.2896 75/2484 [..............................] - ETA: 12:06 - loss: 1130.4725 - logits_profile_predictions_loss: 1114.8257 - logcount_predictions_loss: 0.2898 76/2484 [..............................] - ETA: 12:06 - loss: 1130.3724 - logits_profile_predictions_loss: 1114.7165 - logcount_predictions_loss: 0.2899 77/2484 [..............................] - ETA: 12:06 - loss: 1130.2925 - logits_profile_predictions_loss: 1114.6254 - logcount_predictions_loss: 0.2901 78/2484 [..............................] - ETA: 12:05 - loss: 1130.2339 - logits_profile_predictions_loss: 1114.5572 - logcount_predictions_loss: 0.2903 79/2484 [..............................] - ETA: 12:05 - loss: 1130.1625 - logits_profile_predictions_loss: 1114.4766 - logcount_predictions_loss: 0.2905 80/2484 [..............................] - ETA: 12:05 - loss: 1130.0968 - logits_profile_predictions_loss: 1114.4011 - logcount_predictions_loss: 0.2907 81/2484 [..............................] - ETA: 12:05 - loss: 1130.0390 - logits_profile_predictions_loss: 1114.3330 - logcount_predictions_loss: 0.2909 82/2484 [..............................] - ETA: 12:05 - loss: 1129.9759 - logits_profile_predictions_loss: 1114.2601 - logcount_predictions_loss: 0.2910 83/2484 [>.............................] - ETA: 12:04 - loss: 1129.9205 - logits_profile_predictions_loss: 1114.1950 - logcount_predictions_loss: 0.2912 84/2484 [>.............................] - ETA: 12:04 - loss: 1129.8597 - logits_profile_predictions_loss: 1114.1251 - 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logcount_predictions_loss: 0.2858 2479/2484 [============================>.] - ETA: 1s - loss: 1121.6765 - logits_profile_predictions_loss: 1106.2440 - logcount_predictions_loss: 0.2858 2480/2484 [============================>.] - ETA: 1s - loss: 1121.6754 - logits_profile_predictions_loss: 1106.2430 - logcount_predictions_loss: 0.2858 2481/2484 [============================>.] - ETA: 0s - loss: 1121.6744 - logits_profile_predictions_loss: 1106.2420 - logcount_predictions_loss: 0.2858 2482/2484 [============================>.] - ETA: 0s - loss: 1121.6733 - logits_profile_predictions_loss: 1106.2410 - logcount_predictions_loss: 0.2858 2483/2484 [============================>.] - ETA: 0s - loss: 1121.6722 - logits_profile_predictions_loss: 1106.2400 - logcount_predictions_loss: 0.2858 2484/2484 [==============================] - ETA: 0s - loss: 1121.6712 - logits_profile_predictions_loss: 1106.2389 - logcount_predictions_loss: 0.2858 2484/2484 [==============================] - 789s 318ms/step - loss: 1121.6701 - logits_profile_predictions_loss: 1106.2379 - logcount_predictions_loss: 0.2858 - val_loss: 1169.2180 - val_logits_profile_predictions_loss: 1154.5950 - val_logcount_predictions_loss: 0.2708 Epoch 00006: val_loss did not improve from 1166.28162 Epoch 7/50 1/2484 [..............................] - ETA: 12:56 - loss: 1022.5275 - logits_profile_predictions_loss: 1006.4089 - logcount_predictions_loss: 0.2985 2/2484 [..............................] - ETA: 12:33 - loss: 1030.9995 - logits_profile_predictions_loss: 1015.4962 - logcount_predictions_loss: 0.2871 3/2484 [..............................] - ETA: 12:32 - loss: 1038.4310 - logits_profile_predictions_loss: 1023.4764 - logcount_predictions_loss: 0.2769 4/2484 [..............................] - ETA: 12:33 - loss: 1041.9134 - logits_profile_predictions_loss: 1027.3806 - logcount_predictions_loss: 0.2691 5/2484 [..............................] - ETA: 12:33 - loss: 1046.4090 - logits_profile_predictions_loss: 1031.9075 - logcount_predictions_loss: 0.2685 6/2484 [..............................] - ETA: 12:32 - loss: 1050.6508 - logits_profile_predictions_loss: 1036.3040 - logcount_predictions_loss: 0.2657 7/2484 [..............................] - ETA: 12:32 - loss: 1053.9398 - logits_profile_predictions_loss: 1039.7772 - logcount_predictions_loss: 0.2623 8/2484 [..............................] - ETA: 12:32 - loss: 1059.2164 - logits_profile_predictions_loss: 1045.0108 - logcount_predictions_loss: 0.2631 9/2484 [..............................] - ETA: 12:32 - loss: 1064.0808 - logits_profile_predictions_loss: 1049.8352 - logcount_predictions_loss: 0.2638 10/2484 [..............................] - ETA: 12:32 - loss: 1066.9539 - logits_profile_predictions_loss: 1052.6577 - logcount_predictions_loss: 0.2647 11/2484 [..............................] - ETA: 12:31 - loss: 1070.0517 - logits_profile_predictions_loss: 1055.7446 - logcount_predictions_loss: 0.2649 12/2484 [..............................] 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ETA: 19s - loss: 1116.5316 - logits_profile_predictions_loss: 1101.7938 - logcount_predictions_loss: 0.2729 2420/2484 [============================>.] - ETA: 19s - loss: 1116.5312 - logits_profile_predictions_loss: 1101.7934 - logcount_predictions_loss: 0.2729 2421/2484 [============================>.] - ETA: 19s - loss: 1116.5308 - logits_profile_predictions_loss: 1101.7930 - logcount_predictions_loss: 0.2729 2422/2484 [============================>.] - ETA: 18s - loss: 1116.5304 - logits_profile_predictions_loss: 1101.7926 - logcount_predictions_loss: 0.2729 2423/2484 [============================>.] - ETA: 18s - loss: 1116.5299 - logits_profile_predictions_loss: 1101.7921 - logcount_predictions_loss: 0.2729 2424/2484 [============================>.] - ETA: 18s - loss: 1116.5295 - logits_profile_predictions_loss: 1101.7917 - logcount_predictions_loss: 0.2729 2425/2484 [============================>.] - ETA: 18s - loss: 1116.5290 - logits_profile_predictions_loss: 1101.7913 - logcount_predictions_loss: 0.2729 2426/2484 [============================>.] - ETA: 17s - loss: 1116.5286 - logits_profile_predictions_loss: 1101.7908 - logcount_predictions_loss: 0.2729 2427/2484 [============================>.] - ETA: 17s - loss: 1116.5282 - logits_profile_predictions_loss: 1101.7904 - logcount_predictions_loss: 0.2729 2428/2484 [============================>.] - ETA: 17s - loss: 1116.5277 - logits_profile_predictions_loss: 1101.7900 - logcount_predictions_loss: 0.2729 2429/2484 [============================>.] - ETA: 16s - loss: 1116.5273 - logits_profile_predictions_loss: 1101.7895 - logcount_predictions_loss: 0.2729 2430/2484 [============================>.] - ETA: 16s - loss: 1116.5268 - logits_profile_predictions_loss: 1101.7891 - logcount_predictions_loss: 0.2729 2431/2484 [============================>.] - ETA: 16s - loss: 1116.5264 - logits_profile_predictions_loss: 1101.7887 - logcount_predictions_loss: 0.2729 2432/2484 [============================>.] - ETA: 15s - loss: 1116.5259 - logits_profile_predictions_loss: 1101.7882 - logcount_predictions_loss: 0.2729 2433/2484 [============================>.] - ETA: 15s - loss: 1116.5255 - logits_profile_predictions_loss: 1101.7878 - logcount_predictions_loss: 0.2729 2434/2484 [============================>.] - ETA: 15s - loss: 1116.5251 - logits_profile_predictions_loss: 1101.7874 - logcount_predictions_loss: 0.2729 2435/2484 [============================>.] - ETA: 15s - loss: 1116.5246 - logits_profile_predictions_loss: 1101.7869 - logcount_predictions_loss: 0.2729 2436/2484 [============================>.] - ETA: 14s - loss: 1116.5242 - logits_profile_predictions_loss: 1101.7865 - logcount_predictions_loss: 0.2729 2437/2484 [============================>.] - ETA: 14s - loss: 1116.5237 - logits_profile_predictions_loss: 1101.7861 - logcount_predictions_loss: 0.2729 2438/2484 [============================>.] - ETA: 14s - loss: 1116.5233 - logits_profile_predictions_loss: 1101.7857 - logcount_predictions_loss: 0.2729 2439/2484 [============================>.] - ETA: 13s - loss: 1116.5229 - logits_profile_predictions_loss: 1101.7852 - logcount_predictions_loss: 0.2729 2440/2484 [============================>.] - ETA: 13s - loss: 1116.5224 - logits_profile_predictions_loss: 1101.7848 - logcount_predictions_loss: 0.2729 2441/2484 [============================>.] - ETA: 13s - loss: 1116.5220 - logits_profile_predictions_loss: 1101.7844 - logcount_predictions_loss: 0.2729 2442/2484 [============================>.] - ETA: 12s - loss: 1116.5216 - logits_profile_predictions_loss: 1101.7840 - logcount_predictions_loss: 0.2729 2443/2484 [============================>.] - ETA: 12s - loss: 1116.5211 - logits_profile_predictions_loss: 1101.7836 - logcount_predictions_loss: 0.2729 2444/2484 [============================>.] - ETA: 12s - loss: 1116.5207 - logits_profile_predictions_loss: 1101.7831 - logcount_predictions_loss: 0.2729 2445/2484 [============================>.] - ETA: 11s - loss: 1116.5203 - logits_profile_predictions_loss: 1101.7827 - logcount_predictions_loss: 0.2729 2446/2484 [============================>.] - ETA: 11s - loss: 1116.5198 - logits_profile_predictions_loss: 1101.7823 - logcount_predictions_loss: 0.2729 2447/2484 [============================>.] - ETA: 11s - loss: 1116.5194 - logits_profile_predictions_loss: 1101.7819 - logcount_predictions_loss: 0.2729 2448/2484 [============================>.] - ETA: 11s - loss: 1116.5190 - logits_profile_predictions_loss: 1101.7815 - logcount_predictions_loss: 0.2729 2449/2484 [============================>.] - ETA: 10s - loss: 1116.5186 - logits_profile_predictions_loss: 1101.7811 - logcount_predictions_loss: 0.2729 2450/2484 [============================>.] - ETA: 10s - loss: 1116.5182 - logits_profile_predictions_loss: 1101.7807 - logcount_predictions_loss: 0.2729 2451/2484 [============================>.] - ETA: 10s - loss: 1116.5177 - logits_profile_predictions_loss: 1101.7803 - logcount_predictions_loss: 0.2729 2452/2484 [============================>.] - ETA: 9s - loss: 1116.5173 - logits_profile_predictions_loss: 1101.7799 - logcount_predictions_loss: 0.2729  2453/2484 [============================>.] - ETA: 9s - loss: 1116.5169 - logits_profile_predictions_loss: 1101.7795 - logcount_predictions_loss: 0.2729 2454/2484 [============================>.] - ETA: 9s - loss: 1116.5165 - logits_profile_predictions_loss: 1101.7791 - logcount_predictions_loss: 0.2729 2455/2484 [============================>.] - ETA: 8s - loss: 1116.5161 - logits_profile_predictions_loss: 1101.7787 - logcount_predictions_loss: 0.2729 2456/2484 [============================>.] - ETA: 8s - loss: 1116.5157 - logits_profile_predictions_loss: 1101.7784 - logcount_predictions_loss: 0.2729 2457/2484 [============================>.] - ETA: 8s - loss: 1116.5154 - logits_profile_predictions_loss: 1101.7780 - logcount_predictions_loss: 0.2729 2458/2484 [============================>.] - ETA: 7s - loss: 1116.5150 - logits_profile_predictions_loss: 1101.7776 - logcount_predictions_loss: 0.2729 2459/2484 [============================>.] - ETA: 7s - loss: 1116.5146 - logits_profile_predictions_loss: 1101.7773 - logcount_predictions_loss: 0.2729 2460/2484 [============================>.] - ETA: 7s - loss: 1116.5142 - logits_profile_predictions_loss: 1101.7769 - logcount_predictions_loss: 0.2729 2461/2484 [============================>.] - ETA: 7s - loss: 1116.5138 - logits_profile_predictions_loss: 1101.7765 - logcount_predictions_loss: 0.2729 2462/2484 [============================>.] - ETA: 6s - loss: 1116.5134 - logits_profile_predictions_loss: 1101.7762 - logcount_predictions_loss: 0.2729 2463/2484 [============================>.] - ETA: 6s - loss: 1116.5131 - logits_profile_predictions_loss: 1101.7758 - logcount_predictions_loss: 0.2729 2464/2484 [============================>.] - ETA: 6s - loss: 1116.5127 - logits_profile_predictions_loss: 1101.7755 - logcount_predictions_loss: 0.2729 2465/2484 [============================>.] - ETA: 5s - loss: 1116.5124 - logits_profile_predictions_loss: 1101.7751 - logcount_predictions_loss: 0.2729 2466/2484 [============================>.] - ETA: 5s - loss: 1116.5120 - logits_profile_predictions_loss: 1101.7748 - logcount_predictions_loss: 0.2729 2467/2484 [============================>.] - ETA: 5s - loss: 1116.5117 - logits_profile_predictions_loss: 1101.7745 - logcount_predictions_loss: 0.2729 2468/2484 [============================>.] - ETA: 4s - loss: 1116.5113 - logits_profile_predictions_loss: 1101.7741 - logcount_predictions_loss: 0.2729 2469/2484 [============================>.] - ETA: 4s - loss: 1116.5110 - logits_profile_predictions_loss: 1101.7738 - logcount_predictions_loss: 0.2729 2470/2484 [============================>.] - ETA: 4s - loss: 1116.5106 - logits_profile_predictions_loss: 1101.7735 - logcount_predictions_loss: 0.2729 2471/2484 [============================>.] - ETA: 3s - loss: 1116.5103 - logits_profile_predictions_loss: 1101.7732 - logcount_predictions_loss: 0.2729 2472/2484 [============================>.] - ETA: 3s - loss: 1116.5099 - logits_profile_predictions_loss: 1101.7728 - logcount_predictions_loss: 0.2729 2473/2484 [============================>.] - ETA: 3s - loss: 1116.5096 - logits_profile_predictions_loss: 1101.7725 - logcount_predictions_loss: 0.2729 2474/2484 [============================>.] - ETA: 3s - loss: 1116.5092 - logits_profile_predictions_loss: 1101.7722 - logcount_predictions_loss: 0.2729 2475/2484 [============================>.] - ETA: 2s - loss: 1116.5089 - logits_profile_predictions_loss: 1101.7718 - logcount_predictions_loss: 0.2729 2476/2484 [============================>.] - ETA: 2s - loss: 1116.5085 - logits_profile_predictions_loss: 1101.7715 - logcount_predictions_loss: 0.2729 2477/2484 [============================>.] - ETA: 2s - loss: 1116.5082 - logits_profile_predictions_loss: 1101.7712 - logcount_predictions_loss: 0.2729 2478/2484 [============================>.] - ETA: 1s - loss: 1116.5079 - logits_profile_predictions_loss: 1101.7709 - logcount_predictions_loss: 0.2729 2479/2484 [============================>.] - ETA: 1s - loss: 1116.5075 - logits_profile_predictions_loss: 1101.7706 - logcount_predictions_loss: 0.2729 2480/2484 [============================>.] - ETA: 1s - loss: 1116.5072 - logits_profile_predictions_loss: 1101.7703 - logcount_predictions_loss: 0.2729 2481/2484 [============================>.] - ETA: 0s - loss: 1116.5069 - logits_profile_predictions_loss: 1101.7699 - logcount_predictions_loss: 0.2729 2482/2484 [============================>.] - ETA: 0s - loss: 1116.5066 - logits_profile_predictions_loss: 1101.7696 - logcount_predictions_loss: 0.2729 2483/2484 [============================>.] - ETA: 0s - loss: 1116.5062 - logits_profile_predictions_loss: 1101.7693 - logcount_predictions_loss: 0.2729 2484/2484 [==============================] - ETA: 0s - loss: 1116.5059 - logits_profile_predictions_loss: 1101.7690 - logcount_predictions_loss: 0.2729 2484/2484 [==============================] - 789s 318ms/step - loss: 1116.5056 - logits_profile_predictions_loss: 1101.7687 - logcount_predictions_loss: 0.2729 - val_loss: 1166.7747 - val_logits_profile_predictions_loss: 1152.9225 - val_logcount_predictions_loss: 0.2565 Epoch 00007: val_loss did not improve from 1166.28162 Epoch 8/50 1/2484 [..............................] - ETA: 13:02 - loss: 1083.0287 - logits_profile_predictions_loss: 1069.9829 - logcount_predictions_loss: 0.2416 2/2484 [..............................] - ETA: 12:33 - loss: 1100.9814 - logits_profile_predictions_loss: 1088.6686 - logcount_predictions_loss: 0.2280 3/2484 [..............................] - ETA: 12:32 - loss: 1112.6084 - logits_profile_predictions_loss: 1100.5901 - logcount_predictions_loss: 0.2226 4/2484 [..............................] - ETA: 12:33 - loss: 1112.3994 - logits_profile_predictions_loss: 1100.6169 - logcount_predictions_loss: 0.2182 5/2484 [..............................] - ETA: 12:32 - loss: 1111.1150 - logits_profile_predictions_loss: 1099.3329 - logcount_predictions_loss: 0.2182 6/2484 [..............................] - ETA: 12:32 - loss: 1107.2255 - logits_profile_predictions_loss: 1095.5308 - logcount_predictions_loss: 0.2166 7/2484 [..............................] - ETA: 12:32 - loss: 1105.9091 - logits_profile_predictions_loss: 1094.2750 - logcount_predictions_loss: 0.2154 8/2484 [..............................] - ETA: 12:32 - loss: 1106.9394 - logits_profile_predictions_loss: 1095.2807 - logcount_predictions_loss: 0.2159 9/2484 [..............................] - ETA: 12:31 - loss: 1107.5840 - logits_profile_predictions_loss: 1095.8564 - logcount_predictions_loss: 0.2172 10/2484 [..............................] - ETA: 12:31 - loss: 1107.7057 - logits_profile_predictions_loss: 1095.8406 - logcount_predictions_loss: 0.2197 11/2484 [..............................] - ETA: 12:31 - loss: 1107.6085 - logits_profile_predictions_loss: 1095.6242 - logcount_predictions_loss: 0.2219 12/2484 [..............................] - ETA: 12:31 - loss: 1107.2688 - logits_profile_predictions_loss: 1095.1684 - logcount_predictions_loss: 0.2241 13/2484 [..............................] - ETA: 12:30 - loss: 1107.3119 - logits_profile_predictions_loss: 1095.1053 - logcount_predictions_loss: 0.2260 14/2484 [..............................] - ETA: 12:30 - loss: 1107.2981 - logits_profile_predictions_loss: 1094.9833 - logcount_predictions_loss: 0.2281 15/2484 [..............................] - ETA: 12:30 - loss: 1107.0392 - logits_profile_predictions_loss: 1094.6443 - logcount_predictions_loss: 0.2295 16/2484 [..............................] - ETA: 12:29 - loss: 1107.2500 - logits_profile_predictions_loss: 1094.7932 - logcount_predictions_loss: 0.2307 17/2484 [..............................] - ETA: 12:29 - loss: 1107.4517 - logits_profile_predictions_loss: 1094.9428 - logcount_predictions_loss: 0.2316 18/2484 [..............................] - ETA: 12:29 - loss: 1107.6729 - logits_profile_predictions_loss: 1095.1251 - logcount_predictions_loss: 0.2324 19/2484 [..............................] - ETA: 12:29 - loss: 1107.9779 - logits_profile_predictions_loss: 1095.3932 - logcount_predictions_loss: 0.2331 20/2484 [..............................] - ETA: 12:28 - loss: 1108.3580 - logits_profile_predictions_loss: 1095.7408 - logcount_predictions_loss: 0.2337 21/2484 [..............................] - ETA: 12:28 - loss: 1108.6406 - logits_profile_predictions_loss: 1095.9891 - logcount_predictions_loss: 0.2343 22/2484 [..............................] - ETA: 12:28 - loss: 1108.7762 - logits_profile_predictions_loss: 1096.0828 - logcount_predictions_loss: 0.2351 23/2484 [..............................] - ETA: 12:28 - loss: 1108.6450 - logits_profile_predictions_loss: 1095.9215 - logcount_predictions_loss: 0.2356 24/2484 [..............................] - ETA: 12:27 - loss: 1108.4876 - logits_profile_predictions_loss: 1095.7408 - logcount_predictions_loss: 0.2361 25/2484 [..............................] - ETA: 12:27 - loss: 1108.3903 - logits_profile_predictions_loss: 1095.6251 - logcount_predictions_loss: 0.2364 26/2484 [..............................] - ETA: 12:27 - loss: 1108.3153 - logits_profile_predictions_loss: 1095.5331 - logcount_predictions_loss: 0.2367 27/2484 [..............................] - ETA: 12:26 - loss: 1108.2155 - logits_profile_predictions_loss: 1095.4191 - logcount_predictions_loss: 0.2370 28/2484 [..............................] - ETA: 12:26 - loss: 1108.1065 - logits_profile_predictions_loss: 1095.2989 - logcount_predictions_loss: 0.2372 29/2484 [..............................] - ETA: 12:26 - loss: 1108.0435 - logits_profile_predictions_loss: 1095.2235 - logcount_predictions_loss: 0.2374 30/2484 [..............................] - ETA: 12:26 - loss: 1107.9874 - logits_profile_predictions_loss: 1095.1619 - logcount_predictions_loss: 0.2375 31/2484 [..............................] - ETA: 12:25 - loss: 1107.9866 - logits_profile_predictions_loss: 1095.1526 - logcount_predictions_loss: 0.2377 32/2484 [..............................] - ETA: 12:25 - loss: 1108.0205 - logits_profile_predictions_loss: 1095.1778 - logcount_predictions_loss: 0.2378 33/2484 [..............................] - ETA: 12:25 - loss: 1107.9979 - logits_profile_predictions_loss: 1095.1483 - logcount_predictions_loss: 0.2380 34/2484 [..............................] - ETA: 12:24 - loss: 1107.9671 - logits_profile_predictions_loss: 1095.1089 - logcount_predictions_loss: 0.2381 35/2484 [..............................] - ETA: 12:24 - loss: 1107.8961 - logits_profile_predictions_loss: 1095.0247 - logcount_predictions_loss: 0.2384 36/2484 [..............................] - ETA: 12:24 - loss: 1107.7707 - logits_profile_predictions_loss: 1094.8888 - logcount_predictions_loss: 0.2386 37/2484 [..............................] - ETA: 12:23 - loss: 1107.6439 - logits_profile_predictions_loss: 1094.7527 - logcount_predictions_loss: 0.2387 38/2484 [..............................] - ETA: 12:23 - loss: 1107.4832 - logits_profile_predictions_loss: 1094.5828 - logcount_predictions_loss: 0.2389 39/2484 [..............................] - ETA: 12:23 - loss: 1107.2813 - logits_profile_predictions_loss: 1094.3718 - logcount_predictions_loss: 0.2391 40/2484 [..............................] - ETA: 12:23 - loss: 1107.1220 - logits_profile_predictions_loss: 1094.2070 - logcount_predictions_loss: 0.2392 41/2484 [..............................] - ETA: 12:22 - loss: 1107.0913 - logits_profile_predictions_loss: 1094.1708 - logcount_predictions_loss: 0.2393 42/2484 [..............................] - ETA: 12:22 - loss: 1107.0780 - logits_profile_predictions_loss: 1094.1514 - logcount_predictions_loss: 0.2394 43/2484 [..............................] - ETA: 12:22 - loss: 1107.0785 - logits_profile_predictions_loss: 1094.1482 - logcount_predictions_loss: 0.2395 44/2484 [..............................] - ETA: 12:21 - loss: 1107.0179 - logits_profile_predictions_loss: 1094.0831 - logcount_predictions_loss: 0.2395 45/2484 [..............................] - ETA: 12:21 - loss: 1106.9827 - logits_profile_predictions_loss: 1094.0429 - logcount_predictions_loss: 0.2396 46/2484 [..............................] - ETA: 12:21 - loss: 1106.9623 - logits_profile_predictions_loss: 1094.0145 - logcount_predictions_loss: 0.2398 47/2484 [..............................] - ETA: 12:21 - loss: 1106.9557 - logits_profile_predictions_loss: 1094.0009 - logcount_predictions_loss: 0.2399 48/2484 [..............................] - ETA: 12:20 - loss: 1106.9011 - logits_profile_predictions_loss: 1093.9390 - logcount_predictions_loss: 0.2400 49/2484 [..............................] - ETA: 12:20 - loss: 1106.8702 - logits_profile_predictions_loss: 1093.9011 - logcount_predictions_loss: 0.2402 50/2484 [..............................] - ETA: 12:20 - loss: 1106.8464 - logits_profile_predictions_loss: 1093.8692 - logcount_predictions_loss: 0.2403 51/2484 [..............................] - ETA: 12:19 - loss: 1106.8601 - logits_profile_predictions_loss: 1093.8744 - logcount_predictions_loss: 0.2405 52/2484 [..............................] - ETA: 12:19 - loss: 1106.9035 - logits_profile_predictions_loss: 1093.9114 - logcount_predictions_loss: 0.2406 53/2484 [..............................] - ETA: 12:19 - loss: 1106.9492 - logits_profile_predictions_loss: 1093.9522 - logcount_predictions_loss: 0.2407 54/2484 [..............................] - ETA: 12:19 - loss: 1106.9748 - logits_profile_predictions_loss: 1093.9712 - logcount_predictions_loss: 0.2408 55/2484 [..............................] - ETA: 12:18 - loss: 1107.0105 - logits_profile_predictions_loss: 1094.0015 - logcount_predictions_loss: 0.2409 56/2484 [..............................] - ETA: 12:18 - loss: 1107.0544 - logits_profile_predictions_loss: 1094.0408 - logcount_predictions_loss: 0.2410 57/2484 [..............................] - ETA: 12:18 - loss: 1107.0978 - logits_profile_predictions_loss: 1094.0789 - logcount_predictions_loss: 0.2411 58/2484 [..............................] - ETA: 12:17 - loss: 1107.1306 - logits_profile_predictions_loss: 1094.1073 - logcount_predictions_loss: 0.2412 59/2484 [..............................] - ETA: 12:17 - loss: 1107.1718 - logits_profile_predictions_loss: 1094.1439 - logcount_predictions_loss: 0.2413 60/2484 [..............................] - ETA: 12:17 - loss: 1107.2303 - logits_profile_predictions_loss: 1094.1994 - logcount_predictions_loss: 0.2413 61/2484 [..............................] - ETA: 12:17 - loss: 1107.2919 - logits_profile_predictions_loss: 1094.2578 - logcount_predictions_loss: 0.2414 62/2484 [..............................] - ETA: 12:16 - loss: 1107.3585 - logits_profile_predictions_loss: 1094.3172 - logcount_predictions_loss: 0.2415 63/2484 [..............................] - ETA: 12:16 - loss: 1107.4387 - logits_profile_predictions_loss: 1094.3902 - logcount_predictions_loss: 0.2416 64/2484 [..............................] - ETA: 12:16 - loss: 1107.5075 - logits_profile_predictions_loss: 1094.4517 - logcount_predictions_loss: 0.2418 65/2484 [..............................] - ETA: 12:15 - loss: 1107.5834 - logits_profile_predictions_loss: 1094.5200 - logcount_predictions_loss: 0.2419 66/2484 [..............................] - ETA: 12:15 - loss: 1107.6423 - logits_profile_predictions_loss: 1094.5719 - logcount_predictions_loss: 0.2420 67/2484 [..............................] - ETA: 12:15 - loss: 1107.7215 - logits_profile_predictions_loss: 1094.6453 - logcount_predictions_loss: 0.2422 68/2484 [..............................] - ETA: 12:15 - loss: 1107.8383 - logits_profile_predictions_loss: 1094.7569 - logcount_predictions_loss: 0.2423 69/2484 [..............................] - ETA: 12:14 - loss: 1107.9591 - logits_profile_predictions_loss: 1094.8722 - 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[====>.........................] - ETA: 10:23 - loss: 1109.6725 - logits_profile_predictions_loss: 1095.7850 - logcount_predictions_loss: 0.2572 444/2484 [====>.........................] - ETA: 10:23 - loss: 1109.6659 - logits_profile_predictions_loss: 1095.7781 - logcount_predictions_loss: 0.2572 445/2484 [====>.........................] - ETA: 10:22 - loss: 1109.6598 - logits_profile_predictions_loss: 1095.7718 - logcount_predictions_loss: 0.2572 446/2484 [====>.........................] - ETA: 10:22 - loss: 1109.6544 - logits_profile_predictions_loss: 1095.7663 - logcount_predictions_loss: 0.2572 447/2484 [====>.........................] - ETA: 10:22 - loss: 1109.6496 - logits_profile_predictions_loss: 1095.7613 - logcount_predictions_loss: 0.2572 448/2484 [====>.........................] - ETA: 10:21 - loss: 1109.6450 - logits_profile_predictions_loss: 1095.7564 - logcount_predictions_loss: 0.2572 449/2484 [====>.........................] - ETA: 10:21 - loss: 1109.6402 - 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logcount_predictions_loss: 0.2586 2477/2484 [============================>.] - ETA: 2s - loss: 1109.8700 - logits_profile_predictions_loss: 1095.9055 - logcount_predictions_loss: 0.2586 2478/2484 [============================>.] - ETA: 1s - loss: 1109.8705 - logits_profile_predictions_loss: 1095.9059 - logcount_predictions_loss: 0.2586 2479/2484 [============================>.] - ETA: 1s - loss: 1109.8709 - logits_profile_predictions_loss: 1095.9064 - logcount_predictions_loss: 0.2586 2480/2484 [============================>.] - ETA: 1s - loss: 1109.8714 - logits_profile_predictions_loss: 1095.9068 - logcount_predictions_loss: 0.2586 2481/2484 [============================>.] - ETA: 0s - loss: 1109.8719 - logits_profile_predictions_loss: 1095.9073 - logcount_predictions_loss: 0.2586 2482/2484 [============================>.] - ETA: 0s - loss: 1109.8724 - logits_profile_predictions_loss: 1095.9077 - logcount_predictions_loss: 0.2586 2483/2484 [============================>.] - ETA: 0s - loss: 1109.8728 - logits_profile_predictions_loss: 1095.9082 - logcount_predictions_loss: 0.2586 2484/2484 [==============================] - ETA: 0s - loss: 1109.8733 - logits_profile_predictions_loss: 1095.9086 - logcount_predictions_loss: 0.2586 2484/2484 [==============================] - 788s 317ms/step - loss: 1109.8737 - logits_profile_predictions_loss: 1095.9090 - logcount_predictions_loss: 0.2586 - val_loss: 1165.6824 - val_logits_profile_predictions_loss: 1152.0127 - val_logcount_predictions_loss: 0.2531 Epoch 00008: val_loss improved from 1166.28162 to 1165.68237, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 9/50 1/2484 [..............................] - ETA: 13:00 - loss: 1259.1086 - logits_profile_predictions_loss: 1245.1139 - logcount_predictions_loss: 0.2592 2/2484 [..............................] - ETA: 12:32 - loss: 1199.0328 - logits_profile_predictions_loss: 1182.5955 - logcount_predictions_loss: 0.3044 3/2484 [..............................] - ETA: 12:32 - loss: 1184.5479 - logits_profile_predictions_loss: 1167.8067 - logcount_predictions_loss: 0.3100 4/2484 [..............................] - ETA: 12:33 - loss: 1181.6356 - logits_profile_predictions_loss: 1165.0631 - logcount_predictions_loss: 0.3069 5/2484 [..............................] - ETA: 12:33 - loss: 1172.0447 - logits_profile_predictions_loss: 1155.5316 - logcount_predictions_loss: 0.3058 6/2484 [..............................] - ETA: 12:33 - loss: 1168.2803 - logits_profile_predictions_loss: 1151.8301 - logcount_predictions_loss: 0.3046 7/2484 [..............................] - ETA: 12:33 - loss: 1165.5052 - logits_profile_predictions_loss: 1149.0934 - logcount_predictions_loss: 0.3039 8/2484 [..............................] - ETA: 12:32 - loss: 1164.1599 - logits_profile_predictions_loss: 1147.6868 - logcount_predictions_loss: 0.3051 9/2484 [..............................] - ETA: 12:32 - loss: 1162.7138 - logits_profile_predictions_loss: 1146.2294 - logcount_predictions_loss: 0.3053 10/2484 [..............................] - ETA: 12:32 - loss: 1161.7483 - logits_profile_predictions_loss: 1145.2353 - logcount_predictions_loss: 0.3058 11/2484 [..............................] - ETA: 12:31 - loss: 1159.9701 - logits_profile_predictions_loss: 1143.4349 - logcount_predictions_loss: 0.3062 12/2484 [..............................] - ETA: 12:31 - loss: 1158.0633 - logits_profile_predictions_loss: 1141.5118 - logcount_predictions_loss: 0.3065 13/2484 [..............................] - ETA: 12:31 - loss: 1156.0241 - logits_profile_predictions_loss: 1139.4718 - logcount_predictions_loss: 0.3065 14/2484 [..............................] - ETA: 12:31 - loss: 1153.8851 - logits_profile_predictions_loss: 1137.3522 - logcount_predictions_loss: 0.3062 15/2484 [..............................] - ETA: 12:31 - loss: 1151.9372 - logits_profile_predictions_loss: 1135.4312 - logcount_predictions_loss: 0.3057 16/2484 [..............................] - ETA: 12:30 - loss: 1150.5744 - logits_profile_predictions_loss: 1134.0970 - logcount_predictions_loss: 0.3051 17/2484 [..............................] - ETA: 12:30 - loss: 1149.5556 - logits_profile_predictions_loss: 1133.1185 - logcount_predictions_loss: 0.3044 18/2484 [..............................] - ETA: 12:30 - loss: 1148.6918 - logits_profile_predictions_loss: 1132.2877 - logcount_predictions_loss: 0.3038 19/2484 [..............................] - ETA: 12:29 - loss: 1147.9501 - logits_profile_predictions_loss: 1131.5860 - logcount_predictions_loss: 0.3030 20/2484 [..............................] - ETA: 12:29 - loss: 1147.1350 - logits_profile_predictions_loss: 1130.8233 - logcount_predictions_loss: 0.3021 21/2484 [..............................] - ETA: 12:29 - loss: 1146.1233 - logits_profile_predictions_loss: 1129.8585 - logcount_predictions_loss: 0.3012 22/2484 [..............................] - ETA: 12:29 - loss: 1145.0396 - logits_profile_predictions_loss: 1128.8269 - logcount_predictions_loss: 0.3002 23/2484 [..............................] - ETA: 12:28 - loss: 1144.0542 - logits_profile_predictions_loss: 1127.8907 - logcount_predictions_loss: 0.2993 24/2484 [..............................] - ETA: 12:28 - loss: 1143.1944 - logits_profile_predictions_loss: 1127.0859 - logcount_predictions_loss: 0.2983 25/2484 [..............................] - ETA: 12:28 - loss: 1142.2571 - logits_profile_predictions_loss: 1126.2005 - logcount_predictions_loss: 0.2973 26/2484 [..............................] - ETA: 12:27 - loss: 1141.4922 - logits_profile_predictions_loss: 1125.4892 - logcount_predictions_loss: 0.2964 27/2484 [..............................] - ETA: 12:27 - loss: 1140.7315 - logits_profile_predictions_loss: 1124.7780 - logcount_predictions_loss: 0.2954 28/2484 [..............................] - ETA: 12:27 - loss: 1140.1298 - logits_profile_predictions_loss: 1124.2271 - logcount_predictions_loss: 0.2945 29/2484 [..............................] - ETA: 12:27 - loss: 1139.4878 - logits_profile_predictions_loss: 1123.6421 - logcount_predictions_loss: 0.2934 30/2484 [..............................] - ETA: 12:26 - loss: 1138.7832 - logits_profile_predictions_loss: 1122.9824 - logcount_predictions_loss: 0.2926 31/2484 [..............................] - ETA: 12:26 - loss: 1138.1720 - logits_profile_predictions_loss: 1122.4154 - logcount_predictions_loss: 0.2918 32/2484 [..............................] - ETA: 12:26 - loss: 1137.6169 - logits_profile_predictions_loss: 1121.9051 - logcount_predictions_loss: 0.2910 33/2484 [..............................] - ETA: 12:25 - loss: 1136.9701 - logits_profile_predictions_loss: 1121.3052 - logcount_predictions_loss: 0.2901 34/2484 [..............................] - ETA: 12:25 - loss: 1136.3959 - logits_profile_predictions_loss: 1120.7794 - logcount_predictions_loss: 0.2892 35/2484 [..............................] - ETA: 12:25 - loss: 1135.9367 - logits_profile_predictions_loss: 1120.3679 - logcount_predictions_loss: 0.2883 36/2484 [..............................] - ETA: 12:25 - loss: 1135.4875 - logits_profile_predictions_loss: 1119.9651 - logcount_predictions_loss: 0.2875 37/2484 [..............................] - ETA: 12:24 - loss: 1135.1308 - logits_profile_predictions_loss: 1119.6540 - logcount_predictions_loss: 0.2866 38/2484 [..............................] - ETA: 12:24 - loss: 1134.6952 - logits_profile_predictions_loss: 1119.2645 - logcount_predictions_loss: 0.2858 39/2484 [..............................] - ETA: 12:24 - loss: 1134.2825 - logits_profile_predictions_loss: 1118.8946 - logcount_predictions_loss: 0.2850 40/2484 [..............................] - ETA: 12:23 - loss: 1133.8897 - logits_profile_predictions_loss: 1118.5417 - logcount_predictions_loss: 0.2842 41/2484 [..............................] - ETA: 12:23 - loss: 1133.4845 - logits_profile_predictions_loss: 1118.1725 - logcount_predictions_loss: 0.2836 42/2484 [..............................] - ETA: 12:23 - loss: 1133.1461 - logits_profile_predictions_loss: 1117.8693 - logcount_predictions_loss: 0.2829 43/2484 [..............................] - ETA: 12:23 - loss: 1132.7270 - logits_profile_predictions_loss: 1117.4836 - logcount_predictions_loss: 0.2823 44/2484 [..............................] - ETA: 12:22 - loss: 1132.3147 - logits_profile_predictions_loss: 1117.1042 - logcount_predictions_loss: 0.2817 45/2484 [..............................] - ETA: 12:22 - loss: 1131.8931 - logits_profile_predictions_loss: 1116.7151 - logcount_predictions_loss: 0.2811 46/2484 [..............................] - ETA: 12:22 - loss: 1131.4518 - logits_profile_predictions_loss: 1116.3056 - logcount_predictions_loss: 0.2805 47/2484 [..............................] - ETA: 12:21 - loss: 1130.9953 - logits_profile_predictions_loss: 1115.8814 - logcount_predictions_loss: 0.2799 48/2484 [..............................] - ETA: 12:21 - loss: 1130.5567 - logits_profile_predictions_loss: 1115.4751 - logcount_predictions_loss: 0.2793 49/2484 [..............................] - ETA: 12:21 - loss: 1130.1298 - logits_profile_predictions_loss: 1115.0783 - logcount_predictions_loss: 0.2787 50/2484 [..............................] - ETA: 12:21 - loss: 1129.7064 - logits_profile_predictions_loss: 1114.6849 - logcount_predictions_loss: 0.2782 51/2484 [..............................] - ETA: 12:20 - loss: 1129.2348 - logits_profile_predictions_loss: 1114.2412 - logcount_predictions_loss: 0.2777 52/2484 [..............................] - ETA: 12:20 - loss: 1128.7733 - logits_profile_predictions_loss: 1113.8052 - logcount_predictions_loss: 0.2772 53/2484 [..............................] - ETA: 12:20 - loss: 1128.3359 - logits_profile_predictions_loss: 1113.3926 - logcount_predictions_loss: 0.2767 54/2484 [..............................] - ETA: 12:19 - loss: 1127.9022 - logits_profile_predictions_loss: 1112.9837 - logcount_predictions_loss: 0.2763 55/2484 [..............................] - ETA: 12:19 - loss: 1127.4889 - logits_profile_predictions_loss: 1112.5936 - logcount_predictions_loss: 0.2758 56/2484 [..............................] - ETA: 12:19 - loss: 1127.0919 - logits_profile_predictions_loss: 1112.2194 - logcount_predictions_loss: 0.2754 57/2484 [..............................] - ETA: 12:19 - loss: 1126.7239 - logits_profile_predictions_loss: 1111.8736 - logcount_predictions_loss: 0.2750 58/2484 [..............................] - ETA: 12:18 - loss: 1126.3853 - logits_profile_predictions_loss: 1111.5567 - logcount_predictions_loss: 0.2746 59/2484 [..............................] - ETA: 12:18 - loss: 1126.0518 - logits_profile_predictions_loss: 1111.2447 - logcount_predictions_loss: 0.2742 60/2484 [..............................] - ETA: 12:18 - loss: 1125.7153 - logits_profile_predictions_loss: 1110.9297 - logcount_predictions_loss: 0.2738 61/2484 [..............................] - ETA: 12:17 - loss: 1125.3798 - logits_profile_predictions_loss: 1110.6145 - logcount_predictions_loss: 0.2734 62/2484 [..............................] - ETA: 12:17 - loss: 1125.0745 - logits_profile_predictions_loss: 1110.3285 - logcount_predictions_loss: 0.2731 63/2484 [..............................] - ETA: 12:17 - loss: 1124.8295 - logits_profile_predictions_loss: 1110.1022 - logcount_predictions_loss: 0.2727 64/2484 [..............................] - ETA: 12:16 - loss: 1124.6063 - logits_profile_predictions_loss: 1109.8969 - logcount_predictions_loss: 0.2724 65/2484 [..............................] - ETA: 12:16 - loss: 1124.3697 - logits_profile_predictions_loss: 1109.6777 - logcount_predictions_loss: 0.2721 66/2484 [..............................] - ETA: 12:16 - loss: 1124.1384 - logits_profile_predictions_loss: 1109.4645 - logcount_predictions_loss: 0.2717 67/2484 [..............................] - ETA: 12:16 - loss: 1123.9457 - logits_profile_predictions_loss: 1109.2889 - logcount_predictions_loss: 0.2714 68/2484 [..............................] - ETA: 12:15 - loss: 1123.7625 - logits_profile_predictions_loss: 1109.1227 - logcount_predictions_loss: 0.2711 69/2484 [..............................] - ETA: 12:15 - loss: 1123.6129 - logits_profile_predictions_loss: 1108.9899 - logcount_predictions_loss: 0.2708 70/2484 [..............................] - ETA: 12:15 - loss: 1123.4682 - logits_profile_predictions_loss: 1108.8623 - logcount_predictions_loss: 0.2705 71/2484 [..............................] - ETA: 12:14 - loss: 1123.3214 - logits_profile_predictions_loss: 1108.7333 - logcount_predictions_loss: 0.2702 72/2484 [..............................] - ETA: 12:14 - loss: 1123.1950 - logits_profile_predictions_loss: 1108.6238 - logcount_predictions_loss: 0.2698 73/2484 [..............................] - ETA: 12:14 - loss: 1123.0861 - logits_profile_predictions_loss: 1108.5317 - logcount_predictions_loss: 0.2695 74/2484 [..............................] - ETA: 12:14 - loss: 1122.9822 - logits_profile_predictions_loss: 1108.4445 - logcount_predictions_loss: 0.2692 75/2484 [..............................] - ETA: 12:13 - loss: 1122.8700 - logits_profile_predictions_loss: 1108.3481 - logcount_predictions_loss: 0.2689 76/2484 [..............................] - ETA: 12:13 - loss: 1122.7723 - logits_profile_predictions_loss: 1108.2659 - logcount_predictions_loss: 0.2686 77/2484 [..............................] - ETA: 12:13 - loss: 1122.6908 - logits_profile_predictions_loss: 1108.1998 - logcount_predictions_loss: 0.2684 78/2484 [..............................] - ETA: 12:12 - loss: 1122.5945 - logits_profile_predictions_loss: 1108.1179 - logcount_predictions_loss: 0.2681 79/2484 [..............................] - ETA: 12:12 - loss: 1122.5004 - logits_profile_predictions_loss: 1108.0375 - logcount_predictions_loss: 0.2678 80/2484 [..............................] - ETA: 12:12 - loss: 1122.4165 - logits_profile_predictions_loss: 1107.9673 - logcount_predictions_loss: 0.2676 81/2484 [..............................] - ETA: 12:11 - loss: 1122.3330 - logits_profile_predictions_loss: 1107.8975 - logcount_predictions_loss: 0.2673 82/2484 [..............................] - ETA: 12:11 - loss: 1122.2611 - logits_profile_predictions_loss: 1107.8384 - logcount_predictions_loss: 0.2671 83/2484 [>.............................] - ETA: 12:11 - loss: 1122.2045 - logits_profile_predictions_loss: 1107.7945 - logcount_predictions_loss: 0.2669 84/2484 [>.............................] - ETA: 12:11 - loss: 1122.1470 - logits_profile_predictions_loss: 1107.7498 - logcount_predictions_loss: 0.2666 85/2484 [>.............................] - ETA: 12:10 - loss: 1122.0868 - logits_profile_predictions_loss: 1107.7020 - logcount_predictions_loss: 0.2664 86/2484 [>.............................] - ETA: 12:10 - loss: 1122.0185 - logits_profile_predictions_loss: 1107.6452 - logcount_predictions_loss: 0.2662 87/2484 [>.............................] - ETA: 12:10 - loss: 1121.9499 - logits_profile_predictions_loss: 1107.5875 - logcount_predictions_loss: 0.2660 88/2484 [>.............................] - ETA: 12:09 - loss: 1121.8641 - logits_profile_predictions_loss: 1107.5122 - logcount_predictions_loss: 0.2658 89/2484 [>.............................] - ETA: 12:09 - loss: 1121.7777 - logits_profile_predictions_loss: 1107.4356 - logcount_predictions_loss: 0.2656 90/2484 [>.............................] - ETA: 12:09 - loss: 1121.6907 - logits_profile_predictions_loss: 1107.3576 - logcount_predictions_loss: 0.2654 91/2484 [>.............................] - ETA: 12:09 - loss: 1121.5988 - logits_profile_predictions_loss: 1107.2744 - logcount_predictions_loss: 0.2653 92/2484 [>.............................] - ETA: 12:08 - loss: 1121.5018 - logits_profile_predictions_loss: 1107.1864 - logcount_predictions_loss: 0.2651 93/2484 [>.............................] - ETA: 12:08 - loss: 1121.4209 - logits_profile_predictions_loss: 1107.1141 - 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12:06 - loss: 1120.7782 - logits_profile_predictions_loss: 1106.5252 - logcount_predictions_loss: 0.2639 101/2484 [>.............................] - ETA: 12:06 - loss: 1120.6888 - logits_profile_predictions_loss: 1106.4427 - logcount_predictions_loss: 0.2638 102/2484 [>.............................] - ETA: 12:05 - loss: 1120.6008 - logits_profile_predictions_loss: 1106.3615 - logcount_predictions_loss: 0.2637 103/2484 [>.............................] - ETA: 12:05 - loss: 1120.5133 - logits_profile_predictions_loss: 1106.2810 - logcount_predictions_loss: 0.2636 104/2484 [>.............................] - ETA: 12:05 - loss: 1120.4279 - logits_profile_predictions_loss: 1106.2025 - logcount_predictions_loss: 0.2634 105/2484 [>.............................] - ETA: 12:04 - loss: 1120.3425 - logits_profile_predictions_loss: 1106.1241 - logcount_predictions_loss: 0.2633 106/2484 [>.............................] - ETA: 12:04 - loss: 1120.2558 - logits_profile_predictions_loss: 1106.0438 - 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[====>.........................] - ETA: 10:24 - loss: 1111.8000 - logits_profile_predictions_loss: 1098.1304 - logcount_predictions_loss: 0.2531 442/2484 [====>.........................] - ETA: 10:24 - loss: 1111.7914 - logits_profile_predictions_loss: 1098.1217 - logcount_predictions_loss: 0.2531 443/2484 [====>.........................] - ETA: 10:24 - loss: 1111.7831 - logits_profile_predictions_loss: 1098.1133 - logcount_predictions_loss: 0.2531 444/2484 [====>.........................] - ETA: 10:23 - loss: 1111.7751 - logits_profile_predictions_loss: 1098.1052 - logcount_predictions_loss: 0.2531 445/2484 [====>.........................] - ETA: 10:23 - loss: 1111.7678 - logits_profile_predictions_loss: 1098.0977 - logcount_predictions_loss: 0.2531 446/2484 [====>.........................] - ETA: 10:23 - loss: 1111.7609 - logits_profile_predictions_loss: 1098.0907 - logcount_predictions_loss: 0.2532 447/2484 [====>.........................] - ETA: 10:22 - loss: 1111.7537 - 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1111.6625 - logits_profile_predictions_loss: 1097.9903 - logcount_predictions_loss: 0.2532 461/2484 [====>.........................] - ETA: 10:18 - loss: 1111.6552 - logits_profile_predictions_loss: 1097.9829 - logcount_predictions_loss: 0.2532 462/2484 [====>.........................] - ETA: 10:18 - loss: 1111.6478 - logits_profile_predictions_loss: 1097.9753 - logcount_predictions_loss: 0.2532 463/2484 [====>.........................] - ETA: 10:17 - loss: 1111.6407 - logits_profile_predictions_loss: 1097.9681 - logcount_predictions_loss: 0.2532 464/2484 [====>.........................] - ETA: 10:17 - loss: 1111.6337 - logits_profile_predictions_loss: 1097.9610 - logcount_predictions_loss: 0.2532 465/2484 [====>.........................] - ETA: 10:17 - loss: 1111.6269 - logits_profile_predictions_loss: 1097.9540 - logcount_predictions_loss: 0.2532 466/2484 [====>.........................] - ETA: 10:17 - loss: 1111.6204 - logits_profile_predictions_loss: 1097.9475 - logcount_predictions_loss: 0.2532 467/2484 [====>.........................] - ETA: 10:16 - loss: 1111.6143 - logits_profile_predictions_loss: 1097.9413 - logcount_predictions_loss: 0.2532 468/2484 [====>.........................] - ETA: 10:16 - loss: 1111.6082 - logits_profile_predictions_loss: 1097.9351 - logcount_predictions_loss: 0.2532 469/2484 [====>.........................] - ETA: 10:16 - loss: 1111.6017 - logits_profile_predictions_loss: 1097.9285 - logcount_predictions_loss: 0.2532 470/2484 [====>.........................] - ETA: 10:15 - loss: 1111.5946 - logits_profile_predictions_loss: 1097.9214 - logcount_predictions_loss: 0.2532 471/2484 [====>.........................] - ETA: 10:15 - loss: 1111.5880 - logits_profile_predictions_loss: 1097.9147 - logcount_predictions_loss: 0.2532 472/2484 [====>.........................] - ETA: 10:15 - loss: 1111.5812 - logits_profile_predictions_loss: 1097.9076 - logcount_predictions_loss: 0.2532 473/2484 [====>.........................] - ETA: 10:14 - loss: 1111.5746 - logits_profile_predictions_loss: 1097.9010 - logcount_predictions_loss: 0.2532 474/2484 [====>.........................] - ETA: 10:14 - loss: 1111.5680 - logits_profile_predictions_loss: 1097.8943 - logcount_predictions_loss: 0.2532 475/2484 [====>.........................] - ETA: 10:14 - loss: 1111.5612 - logits_profile_predictions_loss: 1097.8874 - logcount_predictions_loss: 0.2532 476/2484 [====>.........................] - ETA: 10:14 - loss: 1111.5543 - logits_profile_predictions_loss: 1097.8803 - logcount_predictions_loss: 0.2532 477/2484 [====>.........................] - ETA: 10:13 - loss: 1111.5473 - logits_profile_predictions_loss: 1097.8732 - logcount_predictions_loss: 0.2532 478/2484 [====>.........................] - ETA: 10:13 - loss: 1111.5406 - logits_profile_predictions_loss: 1097.8664 - logcount_predictions_loss: 0.2532 479/2484 [====>.........................] - ETA: 10:13 - loss: 1111.5342 - logits_profile_predictions_loss: 1097.8599 - logcount_predictions_loss: 0.2532 480/2484 [====>.........................] - ETA: 10:12 - loss: 1111.5282 - logits_profile_predictions_loss: 1097.8537 - logcount_predictions_loss: 0.2532 481/2484 [====>.........................] - ETA: 10:12 - loss: 1111.5223 - logits_profile_predictions_loss: 1097.8477 - logcount_predictions_loss: 0.2532 482/2484 [====>.........................] - ETA: 10:12 - loss: 1111.5160 - logits_profile_predictions_loss: 1097.8412 - logcount_predictions_loss: 0.2532 483/2484 [====>.........................] - ETA: 10:11 - loss: 1111.5099 - logits_profile_predictions_loss: 1097.8349 - logcount_predictions_loss: 0.2532 484/2484 [====>.........................] - ETA: 10:11 - loss: 1111.5037 - logits_profile_predictions_loss: 1097.8285 - logcount_predictions_loss: 0.2532 485/2484 [====>.........................] - ETA: 10:11 - loss: 1111.4974 - logits_profile_predictions_loss: 1097.8220 - logcount_predictions_loss: 0.2532 486/2484 [====>.........................] - ETA: 10:10 - loss: 1111.4913 - logits_profile_predictions_loss: 1097.8158 - logcount_predictions_loss: 0.2533 487/2484 [====>.........................] - ETA: 10:10 - loss: 1111.4853 - logits_profile_predictions_loss: 1097.8096 - logcount_predictions_loss: 0.2533 488/2484 [====>.........................] - ETA: 10:10 - loss: 1111.4791 - logits_profile_predictions_loss: 1097.8031 - logcount_predictions_loss: 0.2533 489/2484 [====>.........................] - ETA: 10:10 - loss: 1111.4731 - logits_profile_predictions_loss: 1097.7969 - logcount_predictions_loss: 0.2533 490/2484 [====>.........................] - ETA: 10:09 - loss: 1111.4670 - logits_profile_predictions_loss: 1097.7906 - logcount_predictions_loss: 0.2533 491/2484 [====>.........................] - ETA: 10:09 - loss: 1111.4610 - logits_profile_predictions_loss: 1097.7844 - logcount_predictions_loss: 0.2533 492/2484 [====>.........................] - ETA: 10:09 - loss: 1111.4554 - logits_profile_predictions_loss: 1097.7786 - logcount_predictions_loss: 0.2533 493/2484 [====>.........................] - ETA: 10:08 - loss: 1111.4499 - logits_profile_predictions_loss: 1097.7730 - logcount_predictions_loss: 0.2533 494/2484 [====>.........................] - ETA: 10:08 - loss: 1111.4441 - logits_profile_predictions_loss: 1097.7670 - logcount_predictions_loss: 0.2533 495/2484 [====>.........................] - ETA: 10:08 - loss: 1111.4385 - logits_profile_predictions_loss: 1097.7613 - logcount_predictions_loss: 0.2533 496/2484 [====>.........................] - ETA: 10:07 - loss: 1111.4326 - logits_profile_predictions_loss: 1097.7551 - logcount_predictions_loss: 0.2533 497/2484 [=====>........................] - ETA: 10:07 - loss: 1111.4265 - logits_profile_predictions_loss: 1097.7489 - logcount_predictions_loss: 0.2533 498/2484 [=====>........................] - ETA: 10:07 - loss: 1111.4204 - logits_profile_predictions_loss: 1097.7427 - logcount_predictions_loss: 0.2533 499/2484 [=====>........................] - ETA: 10:07 - loss: 1111.4145 - logits_profile_predictions_loss: 1097.7366 - logcount_predictions_loss: 0.2533 500/2484 [=====>........................] - ETA: 10:06 - loss: 1111.4084 - logits_profile_predictions_loss: 1097.7303 - logcount_predictions_loss: 0.2533 501/2484 [=====>........................] - ETA: 10:06 - loss: 1111.4024 - logits_profile_predictions_loss: 1097.7242 - logcount_predictions_loss: 0.2533 502/2484 [=====>........................] - ETA: 10:06 - loss: 1111.3960 - logits_profile_predictions_loss: 1097.7177 - logcount_predictions_loss: 0.2533 503/2484 [=====>........................] - ETA: 10:05 - loss: 1111.3897 - logits_profile_predictions_loss: 1097.7113 - logcount_predictions_loss: 0.2533 504/2484 [=====>........................] - ETA: 10:05 - loss: 1111.3838 - logits_profile_predictions_loss: 1097.7052 - logcount_predictions_loss: 0.2533 505/2484 [=====>........................] - ETA: 10:05 - loss: 1111.3775 - logits_profile_predictions_loss: 1097.6987 - logcount_predictions_loss: 0.2533 506/2484 [=====>........................] - ETA: 10:04 - loss: 1111.3712 - logits_profile_predictions_loss: 1097.6923 - logcount_predictions_loss: 0.2533 507/2484 [=====>........................] - ETA: 10:04 - loss: 1111.3651 - logits_profile_predictions_loss: 1097.6861 - logcount_predictions_loss: 0.2533 508/2484 [=====>........................] - ETA: 10:04 - loss: 1111.3591 - logits_profile_predictions_loss: 1097.6799 - logcount_predictions_loss: 0.2533 509/2484 [=====>........................] - ETA: 10:03 - loss: 1111.3527 - logits_profile_predictions_loss: 1097.6734 - logcount_predictions_loss: 0.2533 510/2484 [=====>........................] - ETA: 10:03 - loss: 1111.3463 - logits_profile_predictions_loss: 1097.6669 - logcount_predictions_loss: 0.2533 511/2484 [=====>........................] - ETA: 10:03 - loss: 1111.3403 - logits_profile_predictions_loss: 1097.6608 - logcount_predictions_loss: 0.2533 512/2484 [=====>........................] - ETA: 10:03 - loss: 1111.3348 - logits_profile_predictions_loss: 1097.6551 - logcount_predictions_loss: 0.2533 513/2484 [=====>........................] - ETA: 10:02 - loss: 1111.3291 - logits_profile_predictions_loss: 1097.6493 - logcount_predictions_loss: 0.2533 514/2484 [=====>........................] - ETA: 10:02 - loss: 1111.3234 - logits_profile_predictions_loss: 1097.6435 - logcount_predictions_loss: 0.2533 515/2484 [=====>........................] - ETA: 10:02 - loss: 1111.3176 - logits_profile_predictions_loss: 1097.6376 - logcount_predictions_loss: 0.2533 516/2484 [=====>........................] - ETA: 10:01 - loss: 1111.3115 - logits_profile_predictions_loss: 1097.6314 - logcount_predictions_loss: 0.2533 517/2484 [=====>........................] - ETA: 10:01 - loss: 1111.3055 - logits_profile_predictions_loss: 1097.6253 - logcount_predictions_loss: 0.2533 518/2484 [=====>........................] 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logcount_predictions_loss: 0.2521 2475/2484 [============================>.] - ETA: 2s - loss: 1109.4608 - logits_profile_predictions_loss: 1095.8457 - logcount_predictions_loss: 0.2521 2476/2484 [============================>.] - ETA: 2s - loss: 1109.4602 - logits_profile_predictions_loss: 1095.8451 - logcount_predictions_loss: 0.2521 2477/2484 [============================>.] - ETA: 2s - loss: 1109.4596 - logits_profile_predictions_loss: 1095.8445 - logcount_predictions_loss: 0.2521 2478/2484 [============================>.] - ETA: 1s - loss: 1109.4590 - logits_profile_predictions_loss: 1095.8439 - logcount_predictions_loss: 0.2521 2479/2484 [============================>.] - ETA: 1s - loss: 1109.4584 - logits_profile_predictions_loss: 1095.8434 - logcount_predictions_loss: 0.2521 2480/2484 [============================>.] - ETA: 1s - loss: 1109.4578 - logits_profile_predictions_loss: 1095.8428 - logcount_predictions_loss: 0.2521 2481/2484 [============================>.] - ETA: 0s - loss: 1109.4572 - logits_profile_predictions_loss: 1095.8422 - logcount_predictions_loss: 0.2521 2482/2484 [============================>.] - ETA: 0s - loss: 1109.4566 - logits_profile_predictions_loss: 1095.8416 - logcount_predictions_loss: 0.2521 2483/2484 [============================>.] - ETA: 0s - loss: 1109.4561 - logits_profile_predictions_loss: 1095.8411 - logcount_predictions_loss: 0.2521 2484/2484 [==============================] - ETA: 0s - loss: 1109.4554 - logits_profile_predictions_loss: 1095.8405 - logcount_predictions_loss: 0.2521 2484/2484 [==============================] - 789s 318ms/step - loss: 1109.4548 - logits_profile_predictions_loss: 1095.8399 - logcount_predictions_loss: 0.2521 - val_loss: 1162.4756 - val_logits_profile_predictions_loss: 1147.4701 - val_logcount_predictions_loss: 0.2779 Epoch 00009: val_loss improved from 1165.68237 to 1162.47559, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 10/50 1/2484 [..............................] - ETA: 13:00 - loss: 1035.5092 - logits_profile_predictions_loss: 1022.9561 - logcount_predictions_loss: 0.2325 2/2484 [..............................] - ETA: 12:23 - loss: 1043.5955 - logits_profile_predictions_loss: 1029.7591 - logcount_predictions_loss: 0.2562 3/2484 [..............................] - ETA: 12:23 - loss: 1050.3881 - logits_profile_predictions_loss: 1036.4408 - logcount_predictions_loss: 0.2583 4/2484 [..............................] - ETA: 12:24 - loss: 1056.0681 - logits_profile_predictions_loss: 1041.8513 - logcount_predictions_loss: 0.2633 5/2484 [..............................] - ETA: 12:24 - loss: 1059.2232 - logits_profile_predictions_loss: 1044.9728 - logcount_predictions_loss: 0.2639 6/2484 [..............................] - ETA: 12:24 - loss: 1061.2701 - logits_profile_predictions_loss: 1047.0709 - logcount_predictions_loss: 0.2629 7/2484 [..............................] - ETA: 12:24 - loss: 1061.9069 - logits_profile_predictions_loss: 1047.6702 - logcount_predictions_loss: 0.2636 8/2484 [..............................] - ETA: 12:24 - loss: 1064.9545 - logits_profile_predictions_loss: 1050.6314 - logcount_predictions_loss: 0.2652 9/2484 [..............................] - ETA: 12:24 - loss: 1068.9243 - logits_profile_predictions_loss: 1054.5746 - logcount_predictions_loss: 0.2657 10/2484 [..............................] - ETA: 12:24 - loss: 1072.6654 - logits_profile_predictions_loss: 1058.3532 - logcount_predictions_loss: 0.2650 11/2484 [..............................] - ETA: 12:24 - loss: 1075.5744 - logits_profile_predictions_loss: 1061.3018 - logcount_predictions_loss: 0.2643 12/2484 [..............................] - ETA: 12:24 - loss: 1077.9558 - logits_profile_predictions_loss: 1063.7444 - logcount_predictions_loss: 0.2632 13/2484 [..............................] - ETA: 12:24 - loss: 1079.7548 - logits_profile_predictions_loss: 1065.5919 - logcount_predictions_loss: 0.2623 14/2484 [..............................] - ETA: 12:24 - loss: 1081.2884 - logits_profile_predictions_loss: 1067.1865 - logcount_predictions_loss: 0.2611 15/2484 [..............................] - ETA: 12:23 - loss: 1082.2214 - logits_profile_predictions_loss: 1068.1643 - logcount_predictions_loss: 0.2603 16/2484 [..............................] - ETA: 12:23 - loss: 1082.7839 - logits_profile_predictions_loss: 1068.7766 - logcount_predictions_loss: 0.2594 17/2484 [..............................] - ETA: 12:23 - loss: 1082.8130 - logits_profile_predictions_loss: 1068.8560 - logcount_predictions_loss: 0.2585 18/2484 [..............................] - ETA: 12:23 - loss: 1083.1192 - logits_profile_predictions_loss: 1069.2073 - logcount_predictions_loss: 0.2576 19/2484 [..............................] - ETA: 12:23 - loss: 1083.3719 - logits_profile_predictions_loss: 1069.5172 - logcount_predictions_loss: 0.2566 20/2484 [..............................] - ETA: 12:22 - loss: 1083.7041 - logits_profile_predictions_loss: 1069.9099 - logcount_predictions_loss: 0.2554 21/2484 [..............................] - ETA: 12:22 - loss: 1084.1120 - logits_profile_predictions_loss: 1070.3705 - logcount_predictions_loss: 0.2545 22/2484 [..............................] - ETA: 12:22 - loss: 1084.5254 - logits_profile_predictions_loss: 1070.8296 - logcount_predictions_loss: 0.2536 23/2484 [..............................] - ETA: 12:22 - loss: 1084.8771 - logits_profile_predictions_loss: 1071.2203 - logcount_predictions_loss: 0.2529 24/2484 [..............................] - ETA: 12:21 - loss: 1085.0860 - logits_profile_predictions_loss: 1071.4611 - logcount_predictions_loss: 0.2523 25/2484 [..............................] - ETA: 12:21 - loss: 1085.2101 - logits_profile_predictions_loss: 1071.6133 - logcount_predictions_loss: 0.2518 26/2484 [..............................] - ETA: 12:21 - loss: 1085.4322 - logits_profile_predictions_loss: 1071.8636 - logcount_predictions_loss: 0.2513 27/2484 [..............................] - ETA: 12:21 - loss: 1085.5150 - logits_profile_predictions_loss: 1071.9725 - logcount_predictions_loss: 0.2508 28/2484 [..............................] - ETA: 12:20 - loss: 1085.6547 - logits_profile_predictions_loss: 1072.1368 - logcount_predictions_loss: 0.2503 29/2484 [..............................] - ETA: 12:20 - loss: 1085.8186 - logits_profile_predictions_loss: 1072.3258 - logcount_predictions_loss: 0.2499 30/2484 [..............................] - ETA: 12:20 - loss: 1085.9217 - logits_profile_predictions_loss: 1072.4514 - logcount_predictions_loss: 0.2494 31/2484 [..............................] - ETA: 12:20 - loss: 1086.0202 - logits_profile_predictions_loss: 1072.5719 - logcount_predictions_loss: 0.2490 32/2484 [..............................] - ETA: 12:20 - loss: 1086.1787 - logits_profile_predictions_loss: 1072.7543 - 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317ms/step - loss: 1104.2222 - logits_profile_predictions_loss: 1091.2796 - logcount_predictions_loss: 0.2397 - val_loss: 1162.2448 - val_logits_profile_predictions_loss: 1149.2209 - val_logcount_predictions_loss: 0.2412 Epoch 00010: val_loss improved from 1162.47559 to 1162.24475, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 11/50 1/2484 [..............................] - ETA: 13:01 - loss: 1004.1302 - logits_profile_predictions_loss: 991.6553 - logcount_predictions_loss: 0.2310 2/2484 [..............................] - ETA: 12:30 - loss: 1011.4447 - logits_profile_predictions_loss: 998.1476 - logcount_predictions_loss: 0.2462 3/2484 [..............................] - ETA: 12:29 - loss: 1031.8757 - logits_profile_predictions_loss: 1018.3361 - logcount_predictions_loss: 0.2507 4/2484 [..............................] - ETA: 12:31 - loss: 1039.8262 - logits_profile_predictions_loss: 1026.2057 - 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- loss: 1069.6947 - logits_profile_predictions_loss: 1056.2329 - logcount_predictions_loss: 0.2493 12/2484 [..............................] - ETA: 12:29 - loss: 1070.3916 - logits_profile_predictions_loss: 1056.9142 - logcount_predictions_loss: 0.2496 13/2484 [..............................] - ETA: 12:29 - loss: 1070.7555 - logits_profile_predictions_loss: 1057.2834 - logcount_predictions_loss: 0.2495 14/2484 [..............................] - ETA: 12:29 - loss: 1071.6239 - logits_profile_predictions_loss: 1058.1612 - logcount_predictions_loss: 0.2493 15/2484 [..............................] - ETA: 12:28 - loss: 1072.5330 - logits_profile_predictions_loss: 1059.0746 - logcount_predictions_loss: 0.2492 16/2484 [..............................] - ETA: 12:28 - loss: 1073.4328 - logits_profile_predictions_loss: 1059.9911 - logcount_predictions_loss: 0.2489 17/2484 [..............................] - ETA: 12:28 - loss: 1074.3109 - logits_profile_predictions_loss: 1060.8796 - logcount_predictions_loss: 0.2487 18/2484 [..............................] - ETA: 12:28 - loss: 1074.9364 - logits_profile_predictions_loss: 1061.5220 - logcount_predictions_loss: 0.2484 19/2484 [..............................] - ETA: 12:27 - loss: 1075.7051 - logits_profile_predictions_loss: 1062.3136 - logcount_predictions_loss: 0.2480 20/2484 [..............................] - ETA: 12:27 - loss: 1076.6493 - logits_profile_predictions_loss: 1063.2902 - logcount_predictions_loss: 0.2474 21/2484 [..............................] - ETA: 12:27 - loss: 1077.7711 - logits_profile_predictions_loss: 1064.4448 - logcount_predictions_loss: 0.2468 22/2484 [..............................] - ETA: 12:26 - loss: 1078.7610 - logits_profile_predictions_loss: 1065.4609 - logcount_predictions_loss: 0.2463 23/2484 [..............................] - ETA: 12:26 - loss: 1079.8225 - logits_profile_predictions_loss: 1066.5413 - logcount_predictions_loss: 0.2459 24/2484 [..............................] - ETA: 12:26 - loss: 1080.8535 - logits_profile_predictions_loss: 1067.5831 - logcount_predictions_loss: 0.2457 25/2484 [..............................] - ETA: 12:26 - loss: 1082.0214 - logits_profile_predictions_loss: 1068.7668 - logcount_predictions_loss: 0.2455 26/2484 [..............................] - ETA: 12:25 - loss: 1083.2004 - logits_profile_predictions_loss: 1069.9582 - logcount_predictions_loss: 0.2452 27/2484 [..............................] - ETA: 12:25 - loss: 1084.1844 - logits_profile_predictions_loss: 1070.9529 - logcount_predictions_loss: 0.2450 28/2484 [..............................] - ETA: 12:25 - loss: 1085.1077 - logits_profile_predictions_loss: 1071.8764 - logcount_predictions_loss: 0.2450 29/2484 [..............................] - ETA: 12:24 - loss: 1085.9124 - logits_profile_predictions_loss: 1072.6835 - logcount_predictions_loss: 0.2450 30/2484 [..............................] - ETA: 12:24 - loss: 1086.5458 - logits_profile_predictions_loss: 1073.3203 - 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12:18 - loss: 1093.2160 - logits_profile_predictions_loss: 1080.0582 - logcount_predictions_loss: 0.2437 51/2484 [..............................] - ETA: 12:18 - loss: 1093.3736 - logits_profile_predictions_loss: 1080.2236 - logcount_predictions_loss: 0.2435 52/2484 [..............................] - ETA: 12:18 - loss: 1093.5464 - logits_profile_predictions_loss: 1080.4044 - logcount_predictions_loss: 0.2434 53/2484 [..............................] - ETA: 12:17 - loss: 1093.7475 - logits_profile_predictions_loss: 1080.6144 - logcount_predictions_loss: 0.2432 54/2484 [..............................] - ETA: 12:17 - loss: 1093.9097 - logits_profile_predictions_loss: 1080.7850 - logcount_predictions_loss: 0.2430 55/2484 [..............................] - ETA: 12:17 - loss: 1094.0527 - logits_profile_predictions_loss: 1080.9370 - logcount_predictions_loss: 0.2429 56/2484 [..............................] - ETA: 12:17 - loss: 1094.1876 - logits_profile_predictions_loss: 1081.0820 - 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logcount_predictions_loss: 0.2400 83/2484 [>.............................] - ETA: 12:09 - loss: 1098.6296 - logits_profile_predictions_loss: 1085.6731 - logcount_predictions_loss: 0.2399 84/2484 [>.............................] - ETA: 12:08 - loss: 1098.7734 - logits_profile_predictions_loss: 1085.8211 - logcount_predictions_loss: 0.2399 85/2484 [>.............................] - ETA: 12:08 - loss: 1098.9117 - logits_profile_predictions_loss: 1085.9626 - logcount_predictions_loss: 0.2398 86/2484 [>.............................] - ETA: 12:08 - loss: 1099.0483 - logits_profile_predictions_loss: 1086.1026 - logcount_predictions_loss: 0.2397 87/2484 [>.............................] - ETA: 12:08 - loss: 1099.1723 - logits_profile_predictions_loss: 1086.2294 - logcount_predictions_loss: 0.2397 88/2484 [>.............................] - ETA: 12:07 - loss: 1099.2947 - logits_profile_predictions_loss: 1086.3539 - logcount_predictions_loss: 0.2396 89/2484 [>.............................] - ETA: 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1102.5523 - logits_profile_predictions_loss: 1089.8339 - logcount_predictions_loss: 0.2355 463/2484 [====>.........................] - ETA: 10:16 - loss: 1102.5472 - logits_profile_predictions_loss: 1089.8289 - logcount_predictions_loss: 0.2355 464/2484 [====>.........................] - ETA: 10:15 - loss: 1102.5420 - logits_profile_predictions_loss: 1089.8239 - logcount_predictions_loss: 0.2355 465/2484 [====>.........................] - ETA: 10:15 - loss: 1102.5364 - logits_profile_predictions_loss: 1089.8185 - logcount_predictions_loss: 0.2355 466/2484 [====>.........................] - ETA: 10:15 - loss: 1102.5310 - logits_profile_predictions_loss: 1089.8133 - logcount_predictions_loss: 0.2355 467/2484 [====>.........................] - ETA: 10:14 - loss: 1102.5259 - logits_profile_predictions_loss: 1089.8084 - logcount_predictions_loss: 0.2355 468/2484 [====>.........................] - ETA: 10:14 - loss: 1102.5208 - logits_profile_predictions_loss: 1089.8034 - logcount_predictions_loss: 0.2355 469/2484 [====>.........................] - ETA: 10:14 - loss: 1102.5154 - logits_profile_predictions_loss: 1089.7983 - logcount_predictions_loss: 0.2355 470/2484 [====>.........................] - ETA: 10:13 - loss: 1102.5099 - logits_profile_predictions_loss: 1089.7929 - logcount_predictions_loss: 0.2355 471/2484 [====>.........................] - ETA: 10:13 - loss: 1102.5047 - logits_profile_predictions_loss: 1089.7879 - logcount_predictions_loss: 0.2355 472/2484 [====>.........................] - ETA: 10:13 - loss: 1102.4997 - logits_profile_predictions_loss: 1089.7832 - logcount_predictions_loss: 0.2355 473/2484 [====>.........................] - ETA: 10:13 - loss: 1102.4946 - logits_profile_predictions_loss: 1089.7782 - logcount_predictions_loss: 0.2355 474/2484 [====>.........................] - ETA: 10:12 - loss: 1102.4894 - logits_profile_predictions_loss: 1089.7733 - logcount_predictions_loss: 0.2355 475/2484 [====>.........................] - ETA: 10:12 - loss: 1102.4841 - logits_profile_predictions_loss: 1089.7682 - logcount_predictions_loss: 0.2355 476/2484 [====>.........................] - ETA: 10:12 - loss: 1102.4788 - logits_profile_predictions_loss: 1089.7631 - logcount_predictions_loss: 0.2355 477/2484 [====>.........................] - ETA: 10:11 - loss: 1102.4736 - logits_profile_predictions_loss: 1089.7581 - logcount_predictions_loss: 0.2355 478/2484 [====>.........................] - ETA: 10:11 - loss: 1102.4682 - logits_profile_predictions_loss: 1089.7529 - logcount_predictions_loss: 0.2355 479/2484 [====>.........................] - ETA: 10:11 - loss: 1102.4626 - logits_profile_predictions_loss: 1089.7475 - logcount_predictions_loss: 0.2355 480/2484 [====>.........................] - ETA: 10:10 - loss: 1102.4566 - logits_profile_predictions_loss: 1089.7417 - logcount_predictions_loss: 0.2355 481/2484 [====>.........................] - ETA: 10:10 - loss: 1102.4509 - logits_profile_predictions_loss: 1089.7362 - logcount_predictions_loss: 0.2355 482/2484 [====>.........................] - ETA: 10:10 - loss: 1102.4455 - logits_profile_predictions_loss: 1089.7310 - logcount_predictions_loss: 0.2355 483/2484 [====>.........................] - ETA: 10:10 - loss: 1102.4403 - logits_profile_predictions_loss: 1089.7260 - logcount_predictions_loss: 0.2355 484/2484 [====>.........................] - ETA: 10:09 - loss: 1102.4353 - logits_profile_predictions_loss: 1089.7212 - logcount_predictions_loss: 0.2354 485/2484 [====>.........................] - ETA: 10:09 - loss: 1102.4303 - logits_profile_predictions_loss: 1089.7165 - logcount_predictions_loss: 0.2354 486/2484 [====>.........................] - ETA: 10:09 - loss: 1102.4254 - logits_profile_predictions_loss: 1089.7117 - logcount_predictions_loss: 0.2354 487/2484 [====>.........................] - ETA: 10:08 - loss: 1102.4205 - logits_profile_predictions_loss: 1089.7071 - logcount_predictions_loss: 0.2354 488/2484 [====>.........................] - ETA: 10:08 - loss: 1102.4153 - logits_profile_predictions_loss: 1089.7022 - logcount_predictions_loss: 0.2354 489/2484 [====>.........................] - ETA: 10:08 - loss: 1102.4103 - logits_profile_predictions_loss: 1089.6974 - logcount_predictions_loss: 0.2354 490/2484 [====>.........................] - ETA: 10:07 - loss: 1102.4052 - logits_profile_predictions_loss: 1089.6926 - logcount_predictions_loss: 0.2354 491/2484 [====>.........................] - ETA: 10:07 - loss: 1102.3998 - logits_profile_predictions_loss: 1089.6875 - logcount_predictions_loss: 0.2354 492/2484 [====>.........................] - ETA: 10:07 - loss: 1102.3947 - logits_profile_predictions_loss: 1089.6827 - logcount_predictions_loss: 0.2354 493/2484 [====>.........................] - ETA: 10:07 - loss: 1102.3900 - logits_profile_predictions_loss: 1089.6782 - logcount_predictions_loss: 0.2354 494/2484 [====>.........................] - ETA: 10:06 - loss: 1102.3852 - logits_profile_predictions_loss: 1089.6737 - logcount_predictions_loss: 0.2354 495/2484 [====>.........................] - ETA: 10:06 - loss: 1102.3800 - logits_profile_predictions_loss: 1089.6688 - logcount_predictions_loss: 0.2354 496/2484 [====>.........................] - ETA: 10:06 - loss: 1102.3747 - logits_profile_predictions_loss: 1089.6638 - logcount_predictions_loss: 0.2354 497/2484 [=====>........................] - ETA: 10:05 - loss: 1102.3692 - logits_profile_predictions_loss: 1089.6586 - logcount_predictions_loss: 0.2354 498/2484 [=====>........................] - ETA: 10:05 - loss: 1102.3635 - logits_profile_predictions_loss: 1089.6532 - logcount_predictions_loss: 0.2354 499/2484 [=====>........................] - ETA: 10:05 - loss: 1102.3580 - logits_profile_predictions_loss: 1089.6480 - logcount_predictions_loss: 0.2354 500/2484 [=====>........................] - ETA: 10:04 - loss: 1102.3525 - logits_profile_predictions_loss: 1089.6429 - logcount_predictions_loss: 0.2354 501/2484 [=====>........................] - ETA: 10:04 - loss: 1102.3474 - logits_profile_predictions_loss: 1089.6381 - logcount_predictions_loss: 0.2354 502/2484 [=====>........................] - ETA: 10:04 - loss: 1102.3426 - logits_profile_predictions_loss: 1089.6336 - logcount_predictions_loss: 0.2354 503/2484 [=====>........................] - ETA: 10:03 - loss: 1102.3378 - logits_profile_predictions_loss: 1089.6291 - logcount_predictions_loss: 0.2353 504/2484 [=====>........................] - ETA: 10:03 - loss: 1102.3325 - logits_profile_predictions_loss: 1089.6241 - logcount_predictions_loss: 0.2353 505/2484 [=====>........................] - ETA: 10:03 - loss: 1102.3272 - logits_profile_predictions_loss: 1089.6192 - logcount_predictions_loss: 0.2353 506/2484 [=====>........................] - ETA: 10:03 - loss: 1102.3223 - logits_profile_predictions_loss: 1089.6145 - logcount_predictions_loss: 0.2353 507/2484 [=====>........................] - ETA: 10:02 - loss: 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9:54 - loss: 1102.1932 - logits_profile_predictions_loss: 1089.4909 - logcount_predictions_loss: 0.2352 534/2484 [=====>........................] - ETA: 9:54 - loss: 1102.1893 - logits_profile_predictions_loss: 1089.4871 - logcount_predictions_loss: 0.2352 535/2484 [=====>........................] - ETA: 9:54 - loss: 1102.1855 - logits_profile_predictions_loss: 1089.4835 - logcount_predictions_loss: 0.2352 536/2484 [=====>........................] - ETA: 9:53 - loss: 1102.1817 - logits_profile_predictions_loss: 1089.4799 - logcount_predictions_loss: 0.2352 537/2484 [=====>........................] - ETA: 9:53 - loss: 1102.1780 - logits_profile_predictions_loss: 1089.4763 - logcount_predictions_loss: 0.2352 538/2484 [=====>........................] - ETA: 9:53 - loss: 1102.1741 - logits_profile_predictions_loss: 1089.4726 - logcount_predictions_loss: 0.2352 539/2484 [=====>........................] - ETA: 9:53 - loss: 1102.1701 - logits_profile_predictions_loss: 1089.4686 - 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9:50 - loss: 1102.1448 - logits_profile_predictions_loss: 1089.4440 - logcount_predictions_loss: 0.2352 547/2484 [=====>........................] - ETA: 9:50 - loss: 1102.1414 - logits_profile_predictions_loss: 1089.4407 - logcount_predictions_loss: 0.2352 548/2484 [=====>........................] - ETA: 9:50 - loss: 1102.1378 - logits_profile_predictions_loss: 1089.4372 - logcount_predictions_loss: 0.2352 549/2484 [=====>........................] - ETA: 9:50 - loss: 1102.1343 - logits_profile_predictions_loss: 1089.4337 - logcount_predictions_loss: 0.2352 550/2484 [=====>........................] - ETA: 9:49 - loss: 1102.1306 - logits_profile_predictions_loss: 1089.4302 - logcount_predictions_loss: 0.2352 551/2484 [=====>........................] - ETA: 9:49 - loss: 1102.1267 - logits_profile_predictions_loss: 1089.4264 - logcount_predictions_loss: 0.2352 552/2484 [=====>........................] - ETA: 9:49 - loss: 1102.1225 - logits_profile_predictions_loss: 1089.4223 - 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loss: 1101.7757 - logits_profile_predictions_loss: 1089.1746 - logcount_predictions_loss: 0.2333 2484/2484 [==============================] - ETA: 0s - loss: 1101.7757 - logits_profile_predictions_loss: 1089.1747 - logcount_predictions_loss: 0.2333 2484/2484 [==============================] - 787s 317ms/step - loss: 1101.7757 - logits_profile_predictions_loss: 1089.1747 - logcount_predictions_loss: 0.2333 - val_loss: 1162.9056 - val_logits_profile_predictions_loss: 1149.9082 - val_logcount_predictions_loss: 0.2407 Epoch 00011: val_loss did not improve from 1162.24475 Epoch 12/50 1/2484 [..............................] - ETA: 13:02 - loss: 1030.8036 - logits_profile_predictions_loss: 1021.8280 - logcount_predictions_loss: 0.1662 2/2484 [..............................] - ETA: 12:31 - loss: 1044.2288 - logits_profile_predictions_loss: 1032.7840 - logcount_predictions_loss: 0.2119 3/2484 [..............................] - ETA: 12:31 - loss: 1054.3480 - logits_profile_predictions_loss: 1042.2042 - logcount_predictions_loss: 0.2249 4/2484 [..............................] - ETA: 12:33 - loss: 1056.3195 - logits_profile_predictions_loss: 1044.0305 - logcount_predictions_loss: 0.2276 5/2484 [..............................] - ETA: 12:33 - loss: 1055.3201 - logits_profile_predictions_loss: 1043.0044 - logcount_predictions_loss: 0.2281 6/2484 [..............................] - ETA: 12:32 - loss: 1055.3053 - logits_profile_predictions_loss: 1042.9967 - logcount_predictions_loss: 0.2279 7/2484 [..............................] - ETA: 12:32 - loss: 1056.6738 - logits_profile_predictions_loss: 1044.3771 - logcount_predictions_loss: 0.2277 8/2484 [..............................] - ETA: 12:32 - loss: 1056.8558 - logits_profile_predictions_loss: 1044.5652 - logcount_predictions_loss: 0.2276 9/2484 [..............................] - ETA: 12:32 - loss: 1057.0680 - logits_profile_predictions_loss: 1044.7460 - logcount_predictions_loss: 0.2282 10/2484 [..............................] - ETA: 12:32 - loss: 1057.9811 - logits_profile_predictions_loss: 1045.6312 - logcount_predictions_loss: 0.2287 11/2484 [..............................] - ETA: 12:31 - loss: 1059.3832 - logits_profile_predictions_loss: 1047.0229 - logcount_predictions_loss: 0.2289 12/2484 [..............................] - ETA: 12:31 - loss: 1060.7406 - logits_profile_predictions_loss: 1048.3863 - logcount_predictions_loss: 0.2288 13/2484 [..............................] - ETA: 12:31 - loss: 1062.2790 - logits_profile_predictions_loss: 1049.9244 - logcount_predictions_loss: 0.2288 14/2484 [..............................] - ETA: 12:31 - loss: 1063.4413 - logits_profile_predictions_loss: 1051.0934 - logcount_predictions_loss: 0.2287 15/2484 [..............................] - ETA: 12:30 - loss: 1064.5936 - logits_profile_predictions_loss: 1052.2646 - logcount_predictions_loss: 0.2283 16/2484 [..............................] - ETA: 12:30 - loss: 1065.8177 - logits_profile_predictions_loss: 1053.5188 - 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logcount_predictions_loss: 0.2292 2476/2484 [============================>.] - ETA: 2s - loss: 1098.3188 - logits_profile_predictions_loss: 1085.9428 - logcount_predictions_loss: 0.2292 2477/2484 [============================>.] - ETA: 2s - loss: 1098.3195 - logits_profile_predictions_loss: 1085.9435 - logcount_predictions_loss: 0.2292 2478/2484 [============================>.] - ETA: 1s - loss: 1098.3202 - logits_profile_predictions_loss: 1085.9443 - logcount_predictions_loss: 0.2292 2479/2484 [============================>.] - ETA: 1s - loss: 1098.3209 - logits_profile_predictions_loss: 1085.9450 - logcount_predictions_loss: 0.2292 2480/2484 [============================>.] - ETA: 1s - loss: 1098.3217 - logits_profile_predictions_loss: 1085.9458 - logcount_predictions_loss: 0.2292 2481/2484 [============================>.] - ETA: 0s - loss: 1098.3224 - logits_profile_predictions_loss: 1085.9465 - logcount_predictions_loss: 0.2292 2482/2484 [============================>.] - ETA: 0s - loss: 1098.3230 - logits_profile_predictions_loss: 1085.9472 - logcount_predictions_loss: 0.2292 2483/2484 [============================>.] - ETA: 0s - loss: 1098.3237 - logits_profile_predictions_loss: 1085.9479 - logcount_predictions_loss: 0.2292 2484/2484 [==============================] - ETA: 0s - loss: 1098.3244 - logits_profile_predictions_loss: 1085.9486 - logcount_predictions_loss: 0.2292 2484/2484 [==============================] - 789s 318ms/step - loss: 1098.3251 - logits_profile_predictions_loss: 1085.9493 - logcount_predictions_loss: 0.2292 - val_loss: 1157.8890 - val_logits_profile_predictions_loss: 1143.7523 - val_logcount_predictions_loss: 0.2618 Epoch 00012: val_loss improved from 1162.24475 to 1157.88904, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 13/50 1/2484 [..............................] - ETA: 13:15 - loss: 1115.1639 - logits_profile_predictions_loss: 1101.3479 - logcount_predictions_loss: 0.2559 2/2484 [..............................] - ETA: 12:34 - loss: 1118.3857 - logits_profile_predictions_loss: 1105.0087 - logcount_predictions_loss: 0.2477 3/2484 [..............................] - ETA: 12:33 - loss: 1103.0868 - logits_profile_predictions_loss: 1089.7524 - logcount_predictions_loss: 0.2469 4/2484 [..............................] - ETA: 12:34 - loss: 1098.5500 - logits_profile_predictions_loss: 1085.3020 - logcount_predictions_loss: 0.2453 5/2484 [..............................] - ETA: 12:34 - loss: 1099.1138 - logits_profile_predictions_loss: 1085.8578 - logcount_predictions_loss: 0.2455 6/2484 [..............................] - ETA: 12:33 - loss: 1098.7640 - logits_profile_predictions_loss: 1085.5752 - logcount_predictions_loss: 0.2442 7/2484 [..............................] - ETA: 12:33 - loss: 1097.6677 - logits_profile_predictions_loss: 1084.5783 - logcount_predictions_loss: 0.2424 8/2484 [..............................] - ETA: 12:33 - loss: 1096.3976 - logits_profile_predictions_loss: 1083.3892 - logcount_predictions_loss: 0.2409 9/2484 [..............................] - ETA: 12:33 - loss: 1096.5865 - logits_profile_predictions_loss: 1083.6531 - logcount_predictions_loss: 0.2395 10/2484 [..............................] - ETA: 12:32 - loss: 1097.8352 - logits_profile_predictions_loss: 1085.0023 - logcount_predictions_loss: 0.2376 11/2484 [..............................] - ETA: 12:32 - loss: 1098.6310 - logits_profile_predictions_loss: 1085.8677 - logcount_predictions_loss: 0.2364 12/2484 [..............................] - ETA: 12:32 - loss: 1099.8262 - logits_profile_predictions_loss: 1087.1370 - logcount_predictions_loss: 0.2350 13/2484 [..............................] - ETA: 12:32 - loss: 1100.8230 - logits_profile_predictions_loss: 1088.2095 - logcount_predictions_loss: 0.2336 14/2484 [..............................] - ETA: 12:31 - loss: 1101.5627 - logits_profile_predictions_loss: 1089.0056 - logcount_predictions_loss: 0.2325 15/2484 [..............................] - ETA: 12:31 - loss: 1101.8231 - logits_profile_predictions_loss: 1089.3151 - logcount_predictions_loss: 0.2316 16/2484 [..............................] - ETA: 12:31 - loss: 1102.5256 - logits_profile_predictions_loss: 1090.0645 - logcount_predictions_loss: 0.2308 17/2484 [..............................] - ETA: 12:30 - loss: 1103.7046 - logits_profile_predictions_loss: 1091.2804 - logcount_predictions_loss: 0.2301 18/2484 [..............................] - ETA: 12:30 - loss: 1104.7639 - logits_profile_predictions_loss: 1092.3852 - logcount_predictions_loss: 0.2292 19/2484 [..............................] - ETA: 12:30 - loss: 1105.5829 - logits_profile_predictions_loss: 1093.2260 - logcount_predictions_loss: 0.2288 20/2484 [..............................] - ETA: 12:29 - loss: 1106.2739 - logits_profile_predictions_loss: 1093.9389 - logcount_predictions_loss: 0.2284 21/2484 [..............................] - ETA: 12:29 - loss: 1106.8970 - logits_profile_predictions_loss: 1094.5840 - logcount_predictions_loss: 0.2280 22/2484 [..............................] - ETA: 12:29 - loss: 1107.2971 - logits_profile_predictions_loss: 1095.0087 - logcount_predictions_loss: 0.2276 23/2484 [..............................] - ETA: 12:29 - loss: 1107.5721 - logits_profile_predictions_loss: 1095.3095 - logcount_predictions_loss: 0.2271 24/2484 [..............................] - ETA: 12:28 - loss: 1107.7751 - logits_profile_predictions_loss: 1095.5420 - logcount_predictions_loss: 0.2265 25/2484 [..............................] - ETA: 12:28 - loss: 1108.0407 - logits_profile_predictions_loss: 1095.8397 - logcount_predictions_loss: 0.2259 26/2484 [..............................] - ETA: 12:28 - loss: 1108.4746 - logits_profile_predictions_loss: 1096.3012 - logcount_predictions_loss: 0.2254 27/2484 [..............................] - ETA: 12:28 - loss: 1108.9473 - logits_profile_predictions_loss: 1096.8012 - logcount_predictions_loss: 0.2249 28/2484 [..............................] - ETA: 12:27 - loss: 1109.3032 - logits_profile_predictions_loss: 1097.1793 - logcount_predictions_loss: 0.2245 29/2484 [..............................] - ETA: 12:27 - loss: 1109.7845 - logits_profile_predictions_loss: 1097.6840 - logcount_predictions_loss: 0.2241 30/2484 [..............................] - ETA: 12:27 - loss: 1110.2026 - logits_profile_predictions_loss: 1098.1163 - logcount_predictions_loss: 0.2238 31/2484 [..............................] - ETA: 12:26 - loss: 1110.5839 - logits_profile_predictions_loss: 1098.5055 - logcount_predictions_loss: 0.2237 32/2484 [..............................] - ETA: 12:26 - loss: 1110.8458 - logits_profile_predictions_loss: 1098.7755 - logcount_predictions_loss: 0.2235 33/2484 [..............................] - ETA: 12:26 - loss: 1111.0751 - logits_profile_predictions_loss: 1099.0098 - logcount_predictions_loss: 0.2234 34/2484 [..............................] - ETA: 12:26 - loss: 1111.2463 - logits_profile_predictions_loss: 1099.1867 - logcount_predictions_loss: 0.2233 35/2484 [..............................] - ETA: 12:25 - loss: 1111.3541 - logits_profile_predictions_loss: 1099.3002 - logcount_predictions_loss: 0.2232 36/2484 [..............................] - ETA: 12:25 - loss: 1111.4253 - logits_profile_predictions_loss: 1099.3755 - logcount_predictions_loss: 0.2231 37/2484 [..............................] - ETA: 12:25 - loss: 1111.4307 - logits_profile_predictions_loss: 1099.3828 - logcount_predictions_loss: 0.2231 38/2484 [..............................] - ETA: 12:25 - loss: 1111.4125 - logits_profile_predictions_loss: 1099.3661 - logcount_predictions_loss: 0.2231 39/2484 [..............................] - ETA: 12:24 - loss: 1111.3512 - logits_profile_predictions_loss: 1099.3049 - logcount_predictions_loss: 0.2231 40/2484 [..............................] - ETA: 12:24 - loss: 1111.2429 - logits_profile_predictions_loss: 1099.1984 - logcount_predictions_loss: 0.2230 41/2484 [..............................] - ETA: 12:24 - loss: 1111.1318 - logits_profile_predictions_loss: 1099.0902 - logcount_predictions_loss: 0.2230 42/2484 [..............................] - ETA: 12:23 - loss: 1111.0182 - logits_profile_predictions_loss: 1098.9806 - logcount_predictions_loss: 0.2229 43/2484 [..............................] - ETA: 12:23 - loss: 1110.9123 - logits_profile_predictions_loss: 1098.8787 - logcount_predictions_loss: 0.2228 44/2484 [..............................] - ETA: 12:23 - loss: 1110.7962 - logits_profile_predictions_loss: 1098.7680 - logcount_predictions_loss: 0.2227 45/2484 [..............................] - ETA: 12:23 - loss: 1110.6048 - logits_profile_predictions_loss: 1098.5814 - logcount_predictions_loss: 0.2227 46/2484 [..............................] - ETA: 12:22 - loss: 1110.4797 - logits_profile_predictions_loss: 1098.4592 - logcount_predictions_loss: 0.2226 47/2484 [..............................] - ETA: 12:22 - loss: 1110.3568 - logits_profile_predictions_loss: 1098.3381 - logcount_predictions_loss: 0.2226 48/2484 [..............................] - ETA: 12:22 - loss: 1110.2167 - logits_profile_predictions_loss: 1098.2008 - logcount_predictions_loss: 0.2225 49/2484 [..............................] - ETA: 12:21 - loss: 1110.1001 - logits_profile_predictions_loss: 1098.0869 - logcount_predictions_loss: 0.2225 50/2484 [..............................] - ETA: 12:21 - loss: 1110.0303 - logits_profile_predictions_loss: 1098.0199 - logcount_predictions_loss: 0.2224 51/2484 [..............................] - ETA: 12:21 - loss: 1109.9722 - logits_profile_predictions_loss: 1097.9643 - logcount_predictions_loss: 0.2224 52/2484 [..............................] - ETA: 12:20 - loss: 1109.9273 - logits_profile_predictions_loss: 1097.9222 - logcount_predictions_loss: 0.2223 53/2484 [..............................] - ETA: 12:20 - loss: 1109.8741 - logits_profile_predictions_loss: 1097.8722 - 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logcount_predictions_loss: 0.2226 2474/2484 [============================>.] - ETA: 3s - loss: 1097.4298 - logits_profile_predictions_loss: 1085.4072 - logcount_predictions_loss: 0.2226 2475/2484 [============================>.] - ETA: 2s - loss: 1097.4296 - logits_profile_predictions_loss: 1085.4071 - logcount_predictions_loss: 0.2226 2476/2484 [============================>.] - ETA: 2s - loss: 1097.4295 - logits_profile_predictions_loss: 1085.4070 - logcount_predictions_loss: 0.2226 2477/2484 [============================>.] - ETA: 2s - loss: 1097.4294 - logits_profile_predictions_loss: 1085.4069 - logcount_predictions_loss: 0.2226 2478/2484 [============================>.] - ETA: 1s - loss: 1097.4293 - logits_profile_predictions_loss: 1085.4068 - logcount_predictions_loss: 0.2226 2479/2484 [============================>.] - ETA: 1s - loss: 1097.4292 - logits_profile_predictions_loss: 1085.4067 - logcount_predictions_loss: 0.2226 2480/2484 [============================>.] - ETA: 1s - loss: 1097.4292 - logits_profile_predictions_loss: 1085.4066 - logcount_predictions_loss: 0.2226 2481/2484 [============================>.] - ETA: 0s - loss: 1097.4291 - logits_profile_predictions_loss: 1085.4065 - logcount_predictions_loss: 0.2226 2482/2484 [============================>.] - ETA: 0s - loss: 1097.4290 - logits_profile_predictions_loss: 1085.4064 - logcount_predictions_loss: 0.2226 2483/2484 [============================>.] - ETA: 0s - loss: 1097.4289 - logits_profile_predictions_loss: 1085.4063 - logcount_predictions_loss: 0.2226 2484/2484 [==============================] - ETA: 0s - loss: 1097.4288 - logits_profile_predictions_loss: 1085.4062 - logcount_predictions_loss: 0.2226 2484/2484 [==============================] - 787s 317ms/step - loss: 1097.4287 - logits_profile_predictions_loss: 1085.4060 - logcount_predictions_loss: 0.2226 - val_loss: 1173.1421 - val_logits_profile_predictions_loss: 1160.3236 - val_logcount_predictions_loss: 0.2374 Epoch 00013: val_loss did not improve from 1157.88904 Epoch 14/50 1/2484 [..............................] - ETA: 13:06 - loss: 1282.3827 - logits_profile_predictions_loss: 1272.5894 - logcount_predictions_loss: 0.1814 2/2484 [..............................] - ETA: 12:32 - loss: 1233.4474 - logits_profile_predictions_loss: 1223.6995 - logcount_predictions_loss: 0.1805 3/2484 [..............................] - ETA: 12:32 - loss: 1218.4548 - logits_profile_predictions_loss: 1208.4580 - logcount_predictions_loss: 0.1851 4/2484 [..............................] - ETA: 12:32 - loss: 1207.3073 - logits_profile_predictions_loss: 1197.1334 - logcount_predictions_loss: 0.1884 5/2484 [..............................] - ETA: 12:32 - loss: 1192.8357 - logits_profile_predictions_loss: 1182.3186 - logcount_predictions_loss: 0.1948 6/2484 [..............................] - ETA: 12:32 - loss: 1179.7600 - logits_profile_predictions_loss: 1169.0120 - logcount_predictions_loss: 0.1990 7/2484 [..............................] - ETA: 12:32 - loss: 1169.6463 - logits_profile_predictions_loss: 1158.7710 - logcount_predictions_loss: 0.2014 8/2484 [..............................] - ETA: 12:32 - loss: 1162.6121 - logits_profile_predictions_loss: 1151.6450 - logcount_predictions_loss: 0.2031 9/2484 [..............................] - ETA: 12:31 - loss: 1157.0331 - logits_profile_predictions_loss: 1146.0608 - logcount_predictions_loss: 0.2032 10/2484 [..............................] - ETA: 12:31 - loss: 1151.7544 - logits_profile_predictions_loss: 1140.7544 - logcount_predictions_loss: 0.2037 11/2484 [..............................] - ETA: 12:30 - loss: 1146.9002 - logits_profile_predictions_loss: 1135.9128 - logcount_predictions_loss: 0.2035 12/2484 [..............................] - ETA: 12:30 - loss: 1142.8174 - logits_profile_predictions_loss: 1131.8569 - logcount_predictions_loss: 0.2030 13/2484 [..............................] - ETA: 12:30 - loss: 1139.7454 - logits_profile_predictions_loss: 1128.8112 - logcount_predictions_loss: 0.2025 14/2484 [..............................] - ETA: 12:29 - loss: 1137.2728 - logits_profile_predictions_loss: 1126.3392 - logcount_predictions_loss: 0.2025 15/2484 [..............................] - ETA: 12:29 - loss: 1135.4042 - logits_profile_predictions_loss: 1124.4542 - logcount_predictions_loss: 0.2028 16/2484 [..............................] - ETA: 12:29 - loss: 1133.4159 - logits_profile_predictions_loss: 1122.4382 - logcount_predictions_loss: 0.2033 17/2484 [..............................] - ETA: 12:28 - loss: 1131.4311 - logits_profile_predictions_loss: 1120.4264 - logcount_predictions_loss: 0.2038 18/2484 [..............................] - ETA: 12:28 - loss: 1129.1355 - logits_profile_predictions_loss: 1118.1089 - logcount_predictions_loss: 0.2042 19/2484 [..............................] - ETA: 12:28 - loss: 1126.5914 - logits_profile_predictions_loss: 1115.5470 - logcount_predictions_loss: 0.2045 20/2484 [..............................] - ETA: 12:27 - loss: 1124.4172 - logits_profile_predictions_loss: 1113.3564 - logcount_predictions_loss: 0.2048 21/2484 [..............................] - ETA: 12:27 - loss: 1122.4180 - logits_profile_predictions_loss: 1111.3456 - logcount_predictions_loss: 0.2050 22/2484 [..............................] - ETA: 12:27 - loss: 1120.3882 - logits_profile_predictions_loss: 1109.3055 - logcount_predictions_loss: 0.2052 23/2484 [..............................] - ETA: 12:27 - loss: 1118.4433 - logits_profile_predictions_loss: 1107.3477 - logcount_predictions_loss: 0.2055 24/2484 [..............................] - ETA: 12:26 - loss: 1116.9587 - logits_profile_predictions_loss: 1105.8542 - logcount_predictions_loss: 0.2056 25/2484 [..............................] - ETA: 12:26 - loss: 1115.5823 - logits_profile_predictions_loss: 1104.4738 - logcount_predictions_loss: 0.2057 26/2484 [..............................] - ETA: 12:26 - loss: 1114.1082 - logits_profile_predictions_loss: 1102.9935 - logcount_predictions_loss: 0.2058 27/2484 [..............................] - ETA: 12:25 - loss: 1112.7682 - logits_profile_predictions_loss: 1101.6503 - logcount_predictions_loss: 0.2059 28/2484 [..............................] - ETA: 12:25 - loss: 1111.5108 - logits_profile_predictions_loss: 1100.3895 - logcount_predictions_loss: 0.2059 29/2484 [..............................] - ETA: 12:25 - loss: 1110.2819 - logits_profile_predictions_loss: 1099.1565 - logcount_predictions_loss: 0.2060 30/2484 [..............................] - ETA: 12:24 - loss: 1109.1322 - logits_profile_predictions_loss: 1098.0033 - logcount_predictions_loss: 0.2061 31/2484 [..............................] - ETA: 12:24 - loss: 1108.0357 - logits_profile_predictions_loss: 1096.9026 - logcount_predictions_loss: 0.2062 32/2484 [..............................] - ETA: 12:24 - loss: 1107.0547 - logits_profile_predictions_loss: 1095.9190 - logcount_predictions_loss: 0.2062 33/2484 [..............................] - ETA: 12:24 - loss: 1106.0705 - logits_profile_predictions_loss: 1094.9312 - logcount_predictions_loss: 0.2063 34/2484 [..............................] - ETA: 12:23 - loss: 1105.2367 - logits_profile_predictions_loss: 1094.0919 - logcount_predictions_loss: 0.2064 35/2484 [..............................] - ETA: 12:23 - loss: 1104.4014 - logits_profile_predictions_loss: 1093.2507 - logcount_predictions_loss: 0.2065 36/2484 [..............................] - ETA: 12:23 - loss: 1103.5684 - logits_profile_predictions_loss: 1092.4082 - logcount_predictions_loss: 0.2067 37/2484 [..............................] - ETA: 12:22 - loss: 1102.8511 - logits_profile_predictions_loss: 1091.6822 - logcount_predictions_loss: 0.2068 38/2484 [..............................] - ETA: 12:22 - loss: 1102.2215 - logits_profile_predictions_loss: 1091.0436 - logcount_predictions_loss: 0.2070 39/2484 [..............................] - ETA: 12:22 - loss: 1101.6739 - logits_profile_predictions_loss: 1090.4886 - logcount_predictions_loss: 0.2071 40/2484 [..............................] - ETA: 12:22 - loss: 1101.1879 - logits_profile_predictions_loss: 1089.9971 - logcount_predictions_loss: 0.2072 41/2484 [..............................] - ETA: 12:21 - loss: 1100.7607 - logits_profile_predictions_loss: 1089.5650 - logcount_predictions_loss: 0.2073 42/2484 [..............................] - ETA: 12:21 - loss: 1100.3409 - logits_profile_predictions_loss: 1089.1402 - logcount_predictions_loss: 0.2074 43/2484 [..............................] - ETA: 12:21 - loss: 1099.9218 - logits_profile_predictions_loss: 1088.7185 - logcount_predictions_loss: 0.2075 44/2484 [..............................] - ETA: 12:21 - loss: 1099.5114 - logits_profile_predictions_loss: 1088.3063 - logcount_predictions_loss: 0.2075 45/2484 [..............................] - ETA: 12:20 - loss: 1099.1310 - logits_profile_predictions_loss: 1087.9248 - logcount_predictions_loss: 0.2075 46/2484 [..............................] - ETA: 12:20 - loss: 1098.7058 - logits_profile_predictions_loss: 1087.4981 - logcount_predictions_loss: 0.2075 47/2484 [..............................] - ETA: 12:20 - loss: 1098.3171 - logits_profile_predictions_loss: 1087.1068 - logcount_predictions_loss: 0.2076 48/2484 [..............................] - ETA: 12:20 - loss: 1097.9019 - logits_profile_predictions_loss: 1086.6895 - logcount_predictions_loss: 0.2076 49/2484 [..............................] - ETA: 12:19 - loss: 1097.5211 - logits_profile_predictions_loss: 1086.3049 - logcount_predictions_loss: 0.2077 50/2484 [..............................] - ETA: 12:19 - loss: 1097.1659 - logits_profile_predictions_loss: 1085.9461 - logcount_predictions_loss: 0.2078 51/2484 [..............................] - ETA: 12:19 - loss: 1096.8228 - logits_profile_predictions_loss: 1085.6002 - logcount_predictions_loss: 0.2078 52/2484 [..............................] - ETA: 12:18 - loss: 1096.4947 - logits_profile_predictions_loss: 1085.2700 - logcount_predictions_loss: 0.2079 53/2484 [..............................] - ETA: 12:18 - loss: 1096.1788 - logits_profile_predictions_loss: 1084.9517 - logcount_predictions_loss: 0.2079 54/2484 [..............................] - ETA: 12:18 - loss: 1095.8867 - logits_profile_predictions_loss: 1084.6581 - logcount_predictions_loss: 0.2079 55/2484 [..............................] - ETA: 12:18 - loss: 1095.5937 - logits_profile_predictions_loss: 1084.3626 - logcount_predictions_loss: 0.2080 56/2484 [..............................] - ETA: 12:17 - loss: 1095.3137 - logits_profile_predictions_loss: 1084.0785 - logcount_predictions_loss: 0.2081 57/2484 [..............................] - ETA: 12:17 - loss: 1095.0900 - logits_profile_predictions_loss: 1083.8505 - logcount_predictions_loss: 0.2081 58/2484 [..............................] - ETA: 12:17 - loss: 1094.8648 - logits_profile_predictions_loss: 1083.6211 - logcount_predictions_loss: 0.2082 59/2484 [..............................] - ETA: 12:16 - loss: 1094.6357 - logits_profile_predictions_loss: 1083.3886 - logcount_predictions_loss: 0.2083 60/2484 [..............................] - ETA: 12:16 - loss: 1094.4252 - logits_profile_predictions_loss: 1083.1747 - logcount_predictions_loss: 0.2083 61/2484 [..............................] - ETA: 12:16 - loss: 1094.1971 - logits_profile_predictions_loss: 1082.9435 - logcount_predictions_loss: 0.2084 62/2484 [..............................] - ETA: 12:16 - loss: 1093.9654 - logits_profile_predictions_loss: 1082.7090 - logcount_predictions_loss: 0.2084 63/2484 [..............................] - ETA: 12:15 - loss: 1093.7399 - logits_profile_predictions_loss: 1082.4808 - logcount_predictions_loss: 0.2085 64/2484 [..............................] - ETA: 12:15 - loss: 1093.4966 - logits_profile_predictions_loss: 1082.2351 - logcount_predictions_loss: 0.2085 65/2484 [..............................] - ETA: 12:15 - loss: 1093.2942 - logits_profile_predictions_loss: 1082.0299 - logcount_predictions_loss: 0.2086 66/2484 [..............................] - ETA: 12:14 - loss: 1093.1167 - logits_profile_predictions_loss: 1081.8502 - logcount_predictions_loss: 0.2086 67/2484 [..............................] - ETA: 12:14 - loss: 1092.9557 - logits_profile_predictions_loss: 1081.6875 - logcount_predictions_loss: 0.2087 68/2484 [..............................] - ETA: 12:14 - loss: 1092.8042 - logits_profile_predictions_loss: 1081.5348 - logcount_predictions_loss: 0.2087 69/2484 [..............................] - ETA: 12:14 - loss: 1092.6828 - logits_profile_predictions_loss: 1081.4123 - logcount_predictions_loss: 0.2087 70/2484 [..............................] - ETA: 12:13 - loss: 1092.5702 - logits_profile_predictions_loss: 1081.2990 - logcount_predictions_loss: 0.2087 71/2484 [..............................] - ETA: 12:13 - loss: 1092.4772 - logits_profile_predictions_loss: 1081.2059 - logcount_predictions_loss: 0.2087 72/2484 [..............................] - ETA: 12:13 - loss: 1092.3907 - logits_profile_predictions_loss: 1081.1186 - logcount_predictions_loss: 0.2087 73/2484 [..............................] - ETA: 12:12 - loss: 1092.2992 - logits_profile_predictions_loss: 1081.0267 - logcount_predictions_loss: 0.2087 74/2484 [..............................] - ETA: 12:12 - loss: 1092.2245 - logits_profile_predictions_loss: 1080.9522 - logcount_predictions_loss: 0.2087 75/2484 [..............................] - ETA: 12:12 - loss: 1092.1461 - logits_profile_predictions_loss: 1080.8741 - logcount_predictions_loss: 0.2087 76/2484 [..............................] - ETA: 12:12 - loss: 1092.0564 - logits_profile_predictions_loss: 1080.7848 - logcount_predictions_loss: 0.2087 77/2484 [..............................] - ETA: 12:11 - loss: 1091.9347 - logits_profile_predictions_loss: 1080.6634 - logcount_predictions_loss: 0.2087 78/2484 [..............................] - ETA: 12:11 - loss: 1091.7878 - logits_profile_predictions_loss: 1080.5169 - logcount_predictions_loss: 0.2087 79/2484 [..............................] - ETA: 12:11 - loss: 1091.6545 - logits_profile_predictions_loss: 1080.3837 - logcount_predictions_loss: 0.2087 80/2484 [..............................] - ETA: 12:10 - loss: 1091.5077 - logits_profile_predictions_loss: 1080.2376 - logcount_predictions_loss: 0.2087 81/2484 [..............................] - ETA: 12:10 - loss: 1091.3514 - logits_profile_predictions_loss: 1080.0815 - logcount_predictions_loss: 0.2087 82/2484 [..............................] - ETA: 12:10 - loss: 1091.2116 - logits_profile_predictions_loss: 1079.9419 - logcount_predictions_loss: 0.2087 83/2484 [>.............................] - ETA: 12:10 - loss: 1091.0822 - logits_profile_predictions_loss: 1079.8130 - logcount_predictions_loss: 0.2087 84/2484 [>.............................] - ETA: 12:09 - loss: 1090.9620 - logits_profile_predictions_loss: 1079.6934 - logcount_predictions_loss: 0.2087 85/2484 [>.............................] - ETA: 12:09 - loss: 1090.8372 - logits_profile_predictions_loss: 1079.5693 - logcount_predictions_loss: 0.2087 86/2484 [>.............................] - ETA: 12:09 - loss: 1090.7109 - logits_profile_predictions_loss: 1079.4437 - logcount_predictions_loss: 0.2087 87/2484 [>.............................] - ETA: 12:08 - loss: 1090.5823 - logits_profile_predictions_loss: 1079.3155 - logcount_predictions_loss: 0.2086 88/2484 [>.............................] - ETA: 12:08 - loss: 1090.4754 - logits_profile_predictions_loss: 1079.2091 - logcount_predictions_loss: 0.2086 89/2484 [>.............................] - ETA: 12:08 - loss: 1090.3638 - logits_profile_predictions_loss: 1079.0986 - logcount_predictions_loss: 0.2086 90/2484 [>.............................] - ETA: 12:08 - loss: 1090.2495 - logits_profile_predictions_loss: 1078.9853 - logcount_predictions_loss: 0.2086 91/2484 [>.............................] - ETA: 12:07 - loss: 1090.1403 - logits_profile_predictions_loss: 1078.8768 - logcount_predictions_loss: 0.2086 92/2484 [>.............................] - ETA: 12:07 - loss: 1090.0271 - logits_profile_predictions_loss: 1078.7648 - logcount_predictions_loss: 0.2086 93/2484 [>.............................] - ETA: 12:07 - loss: 1089.9220 - logits_profile_predictions_loss: 1078.6610 - logcount_predictions_loss: 0.2085 94/2484 [>.............................] - ETA: 12:06 - loss: 1089.8259 - logits_profile_predictions_loss: 1078.5666 - logcount_predictions_loss: 0.2085 95/2484 [>.............................] - ETA: 12:06 - loss: 1089.7288 - logits_profile_predictions_loss: 1078.4717 - logcount_predictions_loss: 0.2085 96/2484 [>.............................] - ETA: 12:06 - loss: 1089.6276 - logits_profile_predictions_loss: 1078.3723 - logcount_predictions_loss: 0.2084 97/2484 [>.............................] - ETA: 12:05 - loss: 1089.5263 - logits_profile_predictions_loss: 1078.2725 - logcount_predictions_loss: 0.2084 98/2484 [>.............................] - ETA: 12:05 - loss: 1089.4287 - logits_profile_predictions_loss: 1078.1769 - logcount_predictions_loss: 0.2084 99/2484 [>.............................] - ETA: 12:05 - loss: 1089.3332 - logits_profile_predictions_loss: 1078.0835 - logcount_predictions_loss: 0.2083 100/2484 [>.............................] - ETA: 12:05 - loss: 1089.2331 - logits_profile_predictions_loss: 1077.9857 - logcount_predictions_loss: 0.2083 101/2484 [>.............................] - ETA: 12:04 - loss: 1089.1434 - logits_profile_predictions_loss: 1077.8984 - logcount_predictions_loss: 0.2082 102/2484 [>.............................] - ETA: 12:04 - loss: 1089.0646 - logits_profile_predictions_loss: 1077.8220 - logcount_predictions_loss: 0.2082 103/2484 [>.............................] - ETA: 12:04 - loss: 1088.9884 - logits_profile_predictions_loss: 1077.7481 - logcount_predictions_loss: 0.2082 104/2484 [>.............................] - ETA: 12:03 - loss: 1088.9121 - logits_profile_predictions_loss: 1077.6738 - logcount_predictions_loss: 0.2081 105/2484 [>.............................] - ETA: 12:03 - loss: 1088.8282 - logits_profile_predictions_loss: 1077.5922 - logcount_predictions_loss: 0.2081 106/2484 [>.............................] - ETA: 12:03 - loss: 1088.7596 - logits_profile_predictions_loss: 1077.5255 - logcount_predictions_loss: 0.2080 107/2484 [>.............................] - ETA: 12:03 - loss: 1088.6875 - logits_profile_predictions_loss: 1077.4553 - logcount_predictions_loss: 0.2080 108/2484 [>.............................] - ETA: 12:02 - loss: 1088.6144 - logits_profile_predictions_loss: 1077.3842 - logcount_predictions_loss: 0.2080 109/2484 [>.............................] - ETA: 12:02 - loss: 1088.5318 - logits_profile_predictions_loss: 1077.3035 - logcount_predictions_loss: 0.2079 110/2484 [>.............................] - ETA: 12:02 - loss: 1088.4609 - logits_profile_predictions_loss: 1077.2343 - logcount_predictions_loss: 0.2079 111/2484 [>.............................] 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- logcount_predictions_loss: 0.2077 118/2484 [>.............................] - ETA: 11:59 - loss: 1088.0551 - logits_profile_predictions_loss: 1076.8423 - logcount_predictions_loss: 0.2076 119/2484 [>.............................] - ETA: 11:59 - loss: 1088.0209 - logits_profile_predictions_loss: 1076.8100 - logcount_predictions_loss: 0.2076 120/2484 [>.............................] - ETA: 11:59 - loss: 1087.9853 - logits_profile_predictions_loss: 1076.7763 - logcount_predictions_loss: 0.2076 121/2484 [>.............................] - ETA: 11:58 - loss: 1087.9496 - logits_profile_predictions_loss: 1076.7421 - logcount_predictions_loss: 0.2075 122/2484 [>.............................] - ETA: 11:58 - loss: 1087.9171 - logits_profile_predictions_loss: 1076.7112 - logcount_predictions_loss: 0.2075 123/2484 [>.............................] - ETA: 11:58 - loss: 1087.8889 - logits_profile_predictions_loss: 1076.6845 - logcount_predictions_loss: 0.2075 124/2484 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ETA: 21s - loss: 1092.1452 - logits_profile_predictions_loss: 1080.7179 - logcount_predictions_loss: 0.2116 2415/2484 [============================>.] - ETA: 21s - loss: 1092.1462 - logits_profile_predictions_loss: 1080.7189 - logcount_predictions_loss: 0.2116 2416/2484 [============================>.] - ETA: 20s - loss: 1092.1473 - logits_profile_predictions_loss: 1080.7199 - logcount_predictions_loss: 0.2116 2417/2484 [============================>.] - ETA: 20s - loss: 1092.1484 - logits_profile_predictions_loss: 1080.7210 - logcount_predictions_loss: 0.2116 2418/2484 [============================>.] - ETA: 20s - loss: 1092.1494 - logits_profile_predictions_loss: 1080.7219 - logcount_predictions_loss: 0.2116 2419/2484 [============================>.] - ETA: 19s - loss: 1092.1505 - logits_profile_predictions_loss: 1080.7229 - logcount_predictions_loss: 0.2116 2420/2484 [============================>.] - ETA: 19s - loss: 1092.1515 - logits_profile_predictions_loss: 1080.7239 - logcount_predictions_loss: 0.2116 2421/2484 [============================>.] - ETA: 19s - loss: 1092.1525 - logits_profile_predictions_loss: 1080.7249 - logcount_predictions_loss: 0.2116 2422/2484 [============================>.] - ETA: 18s - loss: 1092.1536 - logits_profile_predictions_loss: 1080.7259 - logcount_predictions_loss: 0.2116 2423/2484 [============================>.] - ETA: 18s - loss: 1092.1546 - logits_profile_predictions_loss: 1080.7268 - logcount_predictions_loss: 0.2116 2424/2484 [============================>.] - ETA: 18s - loss: 1092.1556 - logits_profile_predictions_loss: 1080.7278 - logcount_predictions_loss: 0.2116 2425/2484 [============================>.] - ETA: 17s - loss: 1092.1566 - logits_profile_predictions_loss: 1080.7288 - logcount_predictions_loss: 0.2116 2426/2484 [============================>.] - ETA: 17s - loss: 1092.1577 - logits_profile_predictions_loss: 1080.7297 - logcount_predictions_loss: 0.2116 2427/2484 [============================>.] - ETA: 17s - loss: 1092.1587 - logits_profile_predictions_loss: 1080.7307 - logcount_predictions_loss: 0.2116 2428/2484 [============================>.] - ETA: 17s - loss: 1092.1598 - logits_profile_predictions_loss: 1080.7317 - logcount_predictions_loss: 0.2116 2429/2484 [============================>.] - ETA: 16s - loss: 1092.1608 - logits_profile_predictions_loss: 1080.7327 - logcount_predictions_loss: 0.2116 2430/2484 [============================>.] - ETA: 16s - loss: 1092.1618 - logits_profile_predictions_loss: 1080.7336 - logcount_predictions_loss: 0.2116 2431/2484 [============================>.] - ETA: 16s - loss: 1092.1629 - logits_profile_predictions_loss: 1080.7346 - logcount_predictions_loss: 0.2116 2432/2484 [============================>.] - ETA: 15s - loss: 1092.1639 - logits_profile_predictions_loss: 1080.7355 - logcount_predictions_loss: 0.2116 2433/2484 [============================>.] - ETA: 15s - loss: 1092.1649 - logits_profile_predictions_loss: 1080.7365 - logcount_predictions_loss: 0.2116 2434/2484 [============================>.] - ETA: 15s - loss: 1092.1659 - logits_profile_predictions_loss: 1080.7374 - logcount_predictions_loss: 0.2116 2435/2484 [============================>.] - ETA: 14s - loss: 1092.1669 - logits_profile_predictions_loss: 1080.7384 - logcount_predictions_loss: 0.2116 2436/2484 [============================>.] - ETA: 14s - loss: 1092.1679 - logits_profile_predictions_loss: 1080.7393 - logcount_predictions_loss: 0.2116 2437/2484 [============================>.] - ETA: 14s - loss: 1092.1689 - logits_profile_predictions_loss: 1080.7403 - logcount_predictions_loss: 0.2117 2438/2484 [============================>.] - ETA: 14s - loss: 1092.1699 - logits_profile_predictions_loss: 1080.7412 - logcount_predictions_loss: 0.2117 2439/2484 [============================>.] - ETA: 13s - loss: 1092.1709 - logits_profile_predictions_loss: 1080.7422 - logcount_predictions_loss: 0.2117 2440/2484 [============================>.] - ETA: 13s - loss: 1092.1719 - logits_profile_predictions_loss: 1080.7431 - logcount_predictions_loss: 0.2117 2441/2484 [============================>.] - ETA: 13s - loss: 1092.1729 - logits_profile_predictions_loss: 1080.7440 - logcount_predictions_loss: 0.2117 2442/2484 [============================>.] - ETA: 12s - loss: 1092.1738 - logits_profile_predictions_loss: 1080.7449 - logcount_predictions_loss: 0.2117 2443/2484 [============================>.] - ETA: 12s - loss: 1092.1748 - logits_profile_predictions_loss: 1080.7458 - logcount_predictions_loss: 0.2117 2444/2484 [============================>.] - ETA: 12s - loss: 1092.1758 - logits_profile_predictions_loss: 1080.7468 - logcount_predictions_loss: 0.2117 2445/2484 [============================>.] - ETA: 11s - loss: 1092.1768 - logits_profile_predictions_loss: 1080.7477 - logcount_predictions_loss: 0.2117 2446/2484 [============================>.] - ETA: 11s - loss: 1092.1777 - logits_profile_predictions_loss: 1080.7486 - logcount_predictions_loss: 0.2117 2447/2484 [============================>.] - ETA: 11s - loss: 1092.1786 - logits_profile_predictions_loss: 1080.7494 - logcount_predictions_loss: 0.2117 2448/2484 [============================>.] - ETA: 10s - loss: 1092.1796 - logits_profile_predictions_loss: 1080.7503 - logcount_predictions_loss: 0.2117 2449/2484 [============================>.] - ETA: 10s - loss: 1092.1805 - logits_profile_predictions_loss: 1080.7512 - logcount_predictions_loss: 0.2117 2450/2484 [============================>.] - ETA: 10s - loss: 1092.1814 - logits_profile_predictions_loss: 1080.7521 - logcount_predictions_loss: 0.2117 2451/2484 [============================>.] - ETA: 10s - loss: 1092.1824 - logits_profile_predictions_loss: 1080.7529 - logcount_predictions_loss: 0.2117 2452/2484 [============================>.] - ETA: 9s - loss: 1092.1833 - logits_profile_predictions_loss: 1080.7538 - logcount_predictions_loss: 0.2117  2453/2484 [============================>.] - ETA: 9s - loss: 1092.1842 - logits_profile_predictions_loss: 1080.7546 - logcount_predictions_loss: 0.2117 2454/2484 [============================>.] - ETA: 9s - loss: 1092.1851 - logits_profile_predictions_loss: 1080.7555 - logcount_predictions_loss: 0.2117 2455/2484 [============================>.] - ETA: 8s - loss: 1092.1860 - logits_profile_predictions_loss: 1080.7563 - logcount_predictions_loss: 0.2117 2456/2484 [============================>.] - ETA: 8s - loss: 1092.1869 - logits_profile_predictions_loss: 1080.7572 - logcount_predictions_loss: 0.2117 2457/2484 [============================>.] - ETA: 8s - loss: 1092.1878 - logits_profile_predictions_loss: 1080.7580 - logcount_predictions_loss: 0.2117 2458/2484 [============================>.] - ETA: 7s - loss: 1092.1887 - logits_profile_predictions_loss: 1080.7589 - logcount_predictions_loss: 0.2117 2459/2484 [============================>.] - ETA: 7s - loss: 1092.1897 - logits_profile_predictions_loss: 1080.7598 - logcount_predictions_loss: 0.2117 2460/2484 [============================>.] - ETA: 7s - loss: 1092.1906 - logits_profile_predictions_loss: 1080.7606 - logcount_predictions_loss: 0.2117 2461/2484 [============================>.] - ETA: 7s - loss: 1092.1915 - logits_profile_predictions_loss: 1080.7615 - logcount_predictions_loss: 0.2117 2462/2484 [============================>.] - ETA: 6s - loss: 1092.1924 - logits_profile_predictions_loss: 1080.7623 - logcount_predictions_loss: 0.2117 2463/2484 [============================>.] - ETA: 6s - loss: 1092.1933 - logits_profile_predictions_loss: 1080.7632 - logcount_predictions_loss: 0.2117 2464/2484 [============================>.] - ETA: 6s - loss: 1092.1942 - logits_profile_predictions_loss: 1080.7640 - logcount_predictions_loss: 0.2117 2465/2484 [============================>.] - ETA: 5s - loss: 1092.1951 - logits_profile_predictions_loss: 1080.7649 - logcount_predictions_loss: 0.2117 2466/2484 [============================>.] - ETA: 5s - loss: 1092.1961 - logits_profile_predictions_loss: 1080.7657 - logcount_predictions_loss: 0.2117 2467/2484 [============================>.] - ETA: 5s - loss: 1092.1970 - logits_profile_predictions_loss: 1080.7666 - logcount_predictions_loss: 0.2117 2468/2484 [============================>.] - ETA: 4s - loss: 1092.1979 - logits_profile_predictions_loss: 1080.7675 - logcount_predictions_loss: 0.2117 2469/2484 [============================>.] - ETA: 4s - loss: 1092.1988 - logits_profile_predictions_loss: 1080.7683 - logcount_predictions_loss: 0.2117 2470/2484 [============================>.] - ETA: 4s - loss: 1092.1997 - logits_profile_predictions_loss: 1080.7692 - logcount_predictions_loss: 0.2117 2471/2484 [============================>.] - ETA: 3s - loss: 1092.2006 - logits_profile_predictions_loss: 1080.7700 - logcount_predictions_loss: 0.2117 2472/2484 [============================>.] - ETA: 3s - loss: 1092.2015 - logits_profile_predictions_loss: 1080.7709 - logcount_predictions_loss: 0.2117 2473/2484 [============================>.] - ETA: 3s - loss: 1092.2025 - logits_profile_predictions_loss: 1080.7718 - logcount_predictions_loss: 0.2117 2474/2484 [============================>.] - ETA: 3s - loss: 1092.2034 - logits_profile_predictions_loss: 1080.7726 - logcount_predictions_loss: 0.2117 2475/2484 [============================>.] - ETA: 2s - loss: 1092.2044 - logits_profile_predictions_loss: 1080.7735 - logcount_predictions_loss: 0.2117 2476/2484 [============================>.] - ETA: 2s - loss: 1092.2053 - logits_profile_predictions_loss: 1080.7744 - logcount_predictions_loss: 0.2117 2477/2484 [============================>.] - ETA: 2s - loss: 1092.2063 - logits_profile_predictions_loss: 1080.7754 - logcount_predictions_loss: 0.2117 2478/2484 [============================>.] - ETA: 1s - loss: 1092.2073 - logits_profile_predictions_loss: 1080.7763 - logcount_predictions_loss: 0.2117 2479/2484 [============================>.] - ETA: 1s - loss: 1092.2083 - logits_profile_predictions_loss: 1080.7772 - logcount_predictions_loss: 0.2117 2480/2484 [============================>.] - ETA: 1s - loss: 1092.2093 - logits_profile_predictions_loss: 1080.7782 - logcount_predictions_loss: 0.2117 2481/2484 [============================>.] - ETA: 0s - loss: 1092.2103 - logits_profile_predictions_loss: 1080.7791 - logcount_predictions_loss: 0.2117 2482/2484 [============================>.] - ETA: 0s - loss: 1092.2113 - logits_profile_predictions_loss: 1080.7801 - logcount_predictions_loss: 0.2117 2483/2484 [============================>.] - ETA: 0s - loss: 1092.2123 - logits_profile_predictions_loss: 1080.7810 - logcount_predictions_loss: 0.2117 2484/2484 [==============================] - ETA: 0s - loss: 1092.2133 - logits_profile_predictions_loss: 1080.7819 - logcount_predictions_loss: 0.2117 2484/2484 [==============================] - 785s 316ms/step - loss: 1092.2142 - logits_profile_predictions_loss: 1080.7828 - logcount_predictions_loss: 0.2117 - val_loss: 1161.5277 - val_logits_profile_predictions_loss: 1148.1075 - val_logcount_predictions_loss: 0.2485 Epoch 00014: val_loss did not improve from 1157.88904 Epoch 15/50 1/2484 [..............................] - ETA: 13:11 - loss: 1145.3552 - logits_profile_predictions_loss: 1135.0713 - logcount_predictions_loss: 0.1904 2/2484 [..............................] - ETA: 12:30 - loss: 1131.5812 - logits_profile_predictions_loss: 1120.4381 - logcount_predictions_loss: 0.2064 3/2484 [..............................] - ETA: 12:30 - loss: 1125.9969 - logits_profile_predictions_loss: 1114.4293 - logcount_predictions_loss: 0.2142 4/2484 [..............................] - ETA: 12:30 - loss: 1115.9474 - logits_profile_predictions_loss: 1103.8013 - logcount_predictions_loss: 0.2249 5/2484 [..............................] - ETA: 12:30 - loss: 1108.2943 - logits_profile_predictions_loss: 1095.8778 - logcount_predictions_loss: 0.2299 6/2484 [..............................] - ETA: 12:30 - loss: 1103.4128 - logits_profile_predictions_loss: 1090.7275 - logcount_predictions_loss: 0.2349 7/2484 [..............................] - ETA: 12:30 - loss: 1101.3901 - logits_profile_predictions_loss: 1088.5752 - logcount_predictions_loss: 0.2373 8/2484 [..............................] - ETA: 12:30 - loss: 1100.5663 - logits_profile_predictions_loss: 1087.6301 - logcount_predictions_loss: 0.2396 9/2484 [..............................] - ETA: 12:29 - loss: 1100.4973 - logits_profile_predictions_loss: 1087.5004 - logcount_predictions_loss: 0.2407 10/2484 [..............................] - ETA: 12:29 - loss: 1100.8298 - logits_profile_predictions_loss: 1087.8118 - logcount_predictions_loss: 0.2411 11/2484 [..............................] - ETA: 12:29 - loss: 1099.8061 - logits_profile_predictions_loss: 1086.7638 - logcount_predictions_loss: 0.2415 12/2484 [..............................] - ETA: 12:29 - loss: 1099.4705 - logits_profile_predictions_loss: 1086.4143 - logcount_predictions_loss: 0.2418 13/2484 [..............................] - ETA: 12:28 - loss: 1099.2611 - logits_profile_predictions_loss: 1086.2140 - logcount_predictions_loss: 0.2416 14/2484 [..............................] - ETA: 12:28 - loss: 1099.2832 - logits_profile_predictions_loss: 1086.2606 - logcount_predictions_loss: 0.2412 15/2484 [..............................] - ETA: 12:28 - loss: 1099.3478 - logits_profile_predictions_loss: 1086.3443 - logcount_predictions_loss: 0.2408 16/2484 [..............................] - ETA: 12:28 - loss: 1099.5358 - logits_profile_predictions_loss: 1086.5527 - logcount_predictions_loss: 0.2404 17/2484 [..............................] - ETA: 12:27 - loss: 1099.6211 - logits_profile_predictions_loss: 1086.6703 - logcount_predictions_loss: 0.2398 18/2484 [..............................] - ETA: 12:27 - loss: 1099.5661 - logits_profile_predictions_loss: 1086.6457 - logcount_predictions_loss: 0.2393 19/2484 [..............................] - ETA: 12:27 - loss: 1099.4132 - logits_profile_predictions_loss: 1086.5191 - logcount_predictions_loss: 0.2388 20/2484 [..............................] - ETA: 12:26 - loss: 1099.3140 - logits_profile_predictions_loss: 1086.4444 - logcount_predictions_loss: 0.2383 21/2484 [..............................] - ETA: 12:26 - loss: 1099.0810 - logits_profile_predictions_loss: 1086.2350 - logcount_predictions_loss: 0.2379 22/2484 [..............................] - ETA: 12:26 - loss: 1098.6511 - logits_profile_predictions_loss: 1085.8320 - logcount_predictions_loss: 0.2374 23/2484 [..............................] - ETA: 12:26 - loss: 1098.1258 - logits_profile_predictions_loss: 1085.3367 - logcount_predictions_loss: 0.2368 24/2484 [..............................] - ETA: 12:25 - loss: 1097.5891 - logits_profile_predictions_loss: 1084.8313 - logcount_predictions_loss: 0.2363 25/2484 [..............................] - ETA: 12:25 - loss: 1097.0466 - logits_profile_predictions_loss: 1084.3223 - logcount_predictions_loss: 0.2356 26/2484 [..............................] - ETA: 12:25 - loss: 1096.4778 - logits_profile_predictions_loss: 1083.7879 - logcount_predictions_loss: 0.2350 27/2484 [..............................] - ETA: 12:24 - loss: 1096.1306 - logits_profile_predictions_loss: 1083.4764 - logcount_predictions_loss: 0.2343 28/2484 [..............................] - ETA: 12:24 - loss: 1095.6145 - logits_profile_predictions_loss: 1082.9866 - logcount_predictions_loss: 0.2339 29/2484 [..............................] - ETA: 12:24 - loss: 1095.1024 - logits_profile_predictions_loss: 1082.5018 - logcount_predictions_loss: 0.2333 30/2484 [..............................] - ETA: 12:24 - loss: 1094.6118 - logits_profile_predictions_loss: 1082.0369 - logcount_predictions_loss: 0.2329 31/2484 [..............................] - ETA: 12:23 - loss: 1094.1782 - logits_profile_predictions_loss: 1081.6262 - logcount_predictions_loss: 0.2324 32/2484 [..............................] - ETA: 12:23 - loss: 1093.8149 - logits_profile_predictions_loss: 1081.2854 - logcount_predictions_loss: 0.2320 33/2484 [..............................] - ETA: 12:23 - loss: 1093.4541 - logits_profile_predictions_loss: 1080.9443 - logcount_predictions_loss: 0.2317 34/2484 [..............................] - ETA: 12:22 - loss: 1093.1322 - logits_profile_predictions_loss: 1080.6428 - logcount_predictions_loss: 0.2313 35/2484 [..............................] - ETA: 12:22 - loss: 1092.7388 - logits_profile_predictions_loss: 1080.2704 - logcount_predictions_loss: 0.2309 36/2484 [..............................] - ETA: 12:22 - loss: 1092.4115 - logits_profile_predictions_loss: 1079.9613 - logcount_predictions_loss: 0.2306 37/2484 [..............................] - ETA: 12:22 - loss: 1092.0817 - logits_profile_predictions_loss: 1079.6503 - logcount_predictions_loss: 0.2302 38/2484 [..............................] - ETA: 12:21 - loss: 1091.8193 - logits_profile_predictions_loss: 1079.4059 - logcount_predictions_loss: 0.2299 39/2484 [..............................] - ETA: 12:21 - loss: 1091.5229 - logits_profile_predictions_loss: 1079.1264 - logcount_predictions_loss: 0.2296 40/2484 [..............................] - ETA: 12:21 - loss: 1091.2340 - logits_profile_predictions_loss: 1078.8528 - logcount_predictions_loss: 0.2293 41/2484 [..............................] - ETA: 12:20 - loss: 1090.9821 - logits_profile_predictions_loss: 1078.6156 - logcount_predictions_loss: 0.2290 42/2484 [..............................] - ETA: 12:20 - loss: 1090.7855 - logits_profile_predictions_loss: 1078.4335 - logcount_predictions_loss: 0.2287 43/2484 [..............................] - ETA: 12:20 - loss: 1090.6069 - logits_profile_predictions_loss: 1078.2678 - logcount_predictions_loss: 0.2285 44/2484 [..............................] - ETA: 12:20 - loss: 1090.4230 - logits_profile_predictions_loss: 1078.0959 - logcount_predictions_loss: 0.2283 45/2484 [..............................] - ETA: 12:19 - loss: 1090.2359 - logits_profile_predictions_loss: 1077.9213 - logcount_predictions_loss: 0.2281 46/2484 [..............................] - ETA: 12:19 - loss: 1090.0423 - logits_profile_predictions_loss: 1077.7414 - logcount_predictions_loss: 0.2278 47/2484 [..............................] - ETA: 12:19 - loss: 1089.9199 - logits_profile_predictions_loss: 1077.6312 - logcount_predictions_loss: 0.2276 48/2484 [..............................] - ETA: 12:18 - loss: 1089.7928 - logits_profile_predictions_loss: 1077.5169 - logcount_predictions_loss: 0.2273 49/2484 [..............................] - ETA: 12:18 - loss: 1089.6394 - logits_profile_predictions_loss: 1077.3784 - logcount_predictions_loss: 0.2271 50/2484 [..............................] - ETA: 12:18 - loss: 1089.4823 - logits_profile_predictions_loss: 1077.2350 - logcount_predictions_loss: 0.2268 51/2484 [..............................] - ETA: 12:18 - loss: 1089.3493 - logits_profile_predictions_loss: 1077.1148 - logcount_predictions_loss: 0.2266 52/2484 [..............................] - ETA: 12:17 - loss: 1089.2322 - logits_profile_predictions_loss: 1077.0111 - logcount_predictions_loss: 0.2263 53/2484 [..............................] - ETA: 12:17 - loss: 1089.1045 - logits_profile_predictions_loss: 1076.8956 - logcount_predictions_loss: 0.2261 54/2484 [..............................] - ETA: 12:17 - loss: 1089.0121 - logits_profile_predictions_loss: 1076.8144 - logcount_predictions_loss: 0.2259 55/2484 [..............................] - ETA: 12:16 - loss: 1088.9262 - logits_profile_predictions_loss: 1076.7392 - logcount_predictions_loss: 0.2257 56/2484 [..............................] - ETA: 12:16 - loss: 1088.8693 - logits_profile_predictions_loss: 1076.6927 - logcount_predictions_loss: 0.2255 57/2484 [..............................] - ETA: 12:16 - loss: 1088.8355 - logits_profile_predictions_loss: 1076.6693 - logcount_predictions_loss: 0.2253 58/2484 [..............................] - ETA: 12:15 - loss: 1088.7931 - logits_profile_predictions_loss: 1076.6361 - logcount_predictions_loss: 0.2251 59/2484 [..............................] - ETA: 12:15 - loss: 1088.7428 - logits_profile_predictions_loss: 1076.5954 - logcount_predictions_loss: 0.2250 60/2484 [..............................] - ETA: 12:15 - loss: 1088.6944 - logits_profile_predictions_loss: 1076.5563 - logcount_predictions_loss: 0.2248 61/2484 [..............................] - ETA: 12:15 - loss: 1088.6503 - logits_profile_predictions_loss: 1076.5217 - logcount_predictions_loss: 0.2246 62/2484 [..............................] - ETA: 12:14 - loss: 1088.5953 - logits_profile_predictions_loss: 1076.4753 - logcount_predictions_loss: 0.2244 63/2484 [..............................] - ETA: 12:14 - loss: 1088.5539 - logits_profile_predictions_loss: 1076.4434 - logcount_predictions_loss: 0.2243 64/2484 [..............................] - ETA: 12:14 - loss: 1088.4741 - 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1091.3184 - logits_profile_predictions_loss: 1080.0415 - logcount_predictions_loss: 0.2088 387/2484 [===>..........................] - ETA: 10:37 - loss: 1091.3190 - logits_profile_predictions_loss: 1080.0428 - logcount_predictions_loss: 0.2088 388/2484 [===>..........................] - ETA: 10:36 - loss: 1091.3190 - logits_profile_predictions_loss: 1080.0436 - logcount_predictions_loss: 0.2088 389/2484 [===>..........................] - ETA: 10:36 - loss: 1091.3194 - logits_profile_predictions_loss: 1080.0447 - logcount_predictions_loss: 0.2088 390/2484 [===>..........................] - ETA: 10:36 - loss: 1091.3201 - logits_profile_predictions_loss: 1080.0462 - logcount_predictions_loss: 0.2088 391/2484 [===>..........................] - ETA: 10:35 - loss: 1091.3206 - logits_profile_predictions_loss: 1080.0474 - logcount_predictions_loss: 0.2088 392/2484 [===>..........................] - ETA: 10:35 - loss: 1091.3213 - logits_profile_predictions_loss: 1080.0489 - logcount_predictions_loss: 0.2087 393/2484 [===>..........................] - ETA: 10:35 - loss: 1091.3218 - logits_profile_predictions_loss: 1080.0501 - logcount_predictions_loss: 0.2087 394/2484 [===>..........................] - ETA: 10:35 - loss: 1091.3225 - logits_profile_predictions_loss: 1080.0514 - logcount_predictions_loss: 0.2087 395/2484 [===>..........................] - ETA: 10:34 - loss: 1091.3224 - logits_profile_predictions_loss: 1080.0520 - logcount_predictions_loss: 0.2087 396/2484 [===>..........................] - ETA: 10:34 - loss: 1091.3219 - logits_profile_predictions_loss: 1080.0522 - logcount_predictions_loss: 0.2087 397/2484 [===>..........................] - ETA: 10:34 - loss: 1091.3210 - logits_profile_predictions_loss: 1080.0520 - logcount_predictions_loss: 0.2087 398/2484 [===>..........................] - ETA: 10:33 - loss: 1091.3204 - logits_profile_predictions_loss: 1080.0521 - logcount_predictions_loss: 0.2087 399/2484 [===>..........................] - ETA: 10:33 - loss: 1091.3196 - logits_profile_predictions_loss: 1080.0520 - logcount_predictions_loss: 0.2087 400/2484 [===>..........................] - ETA: 10:33 - loss: 1091.3186 - logits_profile_predictions_loss: 1080.0517 - logcount_predictions_loss: 0.2086 401/2484 [===>..........................] - ETA: 10:32 - loss: 1091.3172 - logits_profile_predictions_loss: 1080.0510 - logcount_predictions_loss: 0.2086 402/2484 [===>..........................] - ETA: 10:32 - loss: 1091.3158 - logits_profile_predictions_loss: 1080.0503 - logcount_predictions_loss: 0.2086 403/2484 [===>..........................] - ETA: 10:32 - loss: 1091.3145 - logits_profile_predictions_loss: 1080.0498 - logcount_predictions_loss: 0.2086 404/2484 [===>..........................] - ETA: 10:32 - loss: 1091.3132 - logits_profile_predictions_loss: 1080.0492 - logcount_predictions_loss: 0.2086 405/2484 [===>..........................] - ETA: 10:31 - loss: 1091.3119 - logits_profile_predictions_loss: 1080.0486 - logcount_predictions_loss: 0.2086 406/2484 [===>..........................] - ETA: 10:31 - loss: 1091.3106 - logits_profile_predictions_loss: 1080.0482 - logcount_predictions_loss: 0.2086 407/2484 [===>..........................] - ETA: 10:31 - loss: 1091.3099 - logits_profile_predictions_loss: 1080.0482 - logcount_predictions_loss: 0.2085 408/2484 [===>..........................] - ETA: 10:30 - loss: 1091.3096 - logits_profile_predictions_loss: 1080.0486 - logcount_predictions_loss: 0.2085 409/2484 [===>..........................] - ETA: 10:30 - loss: 1091.3091 - logits_profile_predictions_loss: 1080.0489 - logcount_predictions_loss: 0.2085 410/2484 [===>..........................] - ETA: 10:30 - loss: 1091.3086 - logits_profile_predictions_loss: 1080.0490 - logcount_predictions_loss: 0.2085 411/2484 [===>..........................] - ETA: 10:29 - loss: 1091.3071 - logits_profile_predictions_loss: 1080.0482 - logcount_predictions_loss: 0.2085 412/2484 [===>..........................] - ETA: 10:29 - loss: 1091.3058 - logits_profile_predictions_loss: 1080.0476 - logcount_predictions_loss: 0.2085 413/2484 [===>..........................] - ETA: 10:29 - loss: 1091.3040 - logits_profile_predictions_loss: 1080.0466 - logcount_predictions_loss: 0.2085 414/2484 [====>.........................] - ETA: 10:28 - loss: 1091.3025 - logits_profile_predictions_loss: 1080.0458 - logcount_predictions_loss: 0.2085 415/2484 [====>.........................] - ETA: 10:28 - loss: 1091.3014 - logits_profile_predictions_loss: 1080.0454 - logcount_predictions_loss: 0.2084 416/2484 [====>.........................] - ETA: 10:28 - loss: 1091.3003 - logits_profile_predictions_loss: 1080.0451 - logcount_predictions_loss: 0.2084 417/2484 [====>.........................] - ETA: 10:28 - loss: 1091.2987 - logits_profile_predictions_loss: 1080.0442 - logcount_predictions_loss: 0.2084 418/2484 [====>.........................] - ETA: 10:27 - loss: 1091.2971 - logits_profile_predictions_loss: 1080.0433 - logcount_predictions_loss: 0.2084 419/2484 [====>.........................] - ETA: 10:27 - loss: 1091.2954 - logits_profile_predictions_loss: 1080.0423 - logcount_predictions_loss: 0.2084 420/2484 [====>.........................] - ETA: 10:27 - loss: 1091.2934 - logits_profile_predictions_loss: 1080.0410 - logcount_predictions_loss: 0.2084 421/2484 [====>.........................] - ETA: 10:26 - loss: 1091.2916 - logits_profile_predictions_loss: 1080.0398 - logcount_predictions_loss: 0.2084 422/2484 [====>.........................] - ETA: 10:26 - loss: 1091.2908 - logits_profile_predictions_loss: 1080.0396 - logcount_predictions_loss: 0.2083 423/2484 [====>.........................] - ETA: 10:26 - loss: 1091.2901 - logits_profile_predictions_loss: 1080.0396 - logcount_predictions_loss: 0.2083 424/2484 [====>.........................] - ETA: 10:25 - loss: 1091.2897 - logits_profile_predictions_loss: 1080.0399 - logcount_predictions_loss: 0.2083 425/2484 [====>.........................] - ETA: 10:25 - loss: 1091.2895 - logits_profile_predictions_loss: 1080.0403 - logcount_predictions_loss: 0.2083 426/2484 [====>.........................] - ETA: 10:25 - loss: 1091.2896 - logits_profile_predictions_loss: 1080.0411 - logcount_predictions_loss: 0.2083 427/2484 [====>.........................] - ETA: 10:25 - loss: 1091.2902 - logits_profile_predictions_loss: 1080.0423 - logcount_predictions_loss: 0.2083 428/2484 [====>.........................] - ETA: 10:24 - loss: 1091.2904 - logits_profile_predictions_loss: 1080.0431 - logcount_predictions_loss: 0.2083 429/2484 [====>.........................] - ETA: 10:24 - loss: 1091.2907 - logits_profile_predictions_loss: 1080.0440 - logcount_predictions_loss: 0.2083 430/2484 [====>.........................] - ETA: 10:24 - loss: 1091.2910 - logits_profile_predictions_loss: 1080.0450 - logcount_predictions_loss: 0.2083 431/2484 [====>.........................] - ETA: 10:23 - loss: 1091.2907 - logits_profile_predictions_loss: 1080.0454 - logcount_predictions_loss: 0.2082 432/2484 [====>.........................] - ETA: 10:23 - loss: 1091.2898 - logits_profile_predictions_loss: 1080.0451 - logcount_predictions_loss: 0.2082 433/2484 [====>.........................] - ETA: 10:23 - loss: 1091.2892 - logits_profile_predictions_loss: 1080.0451 - logcount_predictions_loss: 0.2082 434/2484 [====>.........................] - ETA: 10:22 - loss: 1091.2879 - logits_profile_predictions_loss: 1080.0445 - logcount_predictions_loss: 0.2082 435/2484 [====>.........................] - ETA: 10:22 - loss: 1091.2869 - logits_profile_predictions_loss: 1080.0440 - logcount_predictions_loss: 0.2082 436/2484 [====>.........................] - ETA: 10:22 - loss: 1091.2856 - logits_profile_predictions_loss: 1080.0433 - logcount_predictions_loss: 0.2082 437/2484 [====>.........................] - ETA: 10:21 - loss: 1091.2840 - logits_profile_predictions_loss: 1080.0424 - logcount_predictions_loss: 0.2082 438/2484 [====>.........................] - ETA: 10:21 - loss: 1091.2825 - logits_profile_predictions_loss: 1080.0415 - logcount_predictions_loss: 0.2082 439/2484 [====>.........................] - ETA: 10:21 - loss: 1091.2811 - logits_profile_predictions_loss: 1080.0407 - logcount_predictions_loss: 0.2081 440/2484 [====>.........................] - ETA: 10:21 - loss: 1091.2795 - logits_profile_predictions_loss: 1080.0397 - logcount_predictions_loss: 0.2081 441/2484 [====>.........................] - ETA: 10:20 - loss: 1091.2783 - logits_profile_predictions_loss: 1080.0391 - logcount_predictions_loss: 0.2081 442/2484 [====>.........................] - ETA: 10:20 - loss: 1091.2774 - logits_profile_predictions_loss: 1080.0388 - logcount_predictions_loss: 0.2081 443/2484 [====>.........................] - ETA: 10:20 - loss: 1091.2763 - logits_profile_predictions_loss: 1080.0384 - logcount_predictions_loss: 0.2081 444/2484 [====>.........................] - ETA: 10:19 - loss: 1091.2757 - logits_profile_predictions_loss: 1080.0385 - logcount_predictions_loss: 0.2081 445/2484 [====>.........................] - ETA: 10:19 - loss: 1091.2751 - logits_profile_predictions_loss: 1080.0385 - logcount_predictions_loss: 0.2081 446/2484 [====>.........................] - ETA: 10:19 - loss: 1091.2750 - logits_profile_predictions_loss: 1080.0391 - logcount_predictions_loss: 0.2081 447/2484 [====>.........................] - ETA: 10:18 - loss: 1091.2747 - logits_profile_predictions_loss: 1080.0393 - logcount_predictions_loss: 0.2081 448/2484 [====>.........................] - ETA: 10:18 - loss: 1091.2744 - logits_profile_predictions_loss: 1080.0397 - logcount_predictions_loss: 0.2080 449/2484 [====>.........................] - ETA: 10:18 - loss: 1091.2739 - logits_profile_predictions_loss: 1080.0399 - logcount_predictions_loss: 0.2080 450/2484 [====>.........................] - ETA: 10:18 - loss: 1091.2733 - logits_profile_predictions_loss: 1080.0399 - logcount_predictions_loss: 0.2080 451/2484 [====>.........................] - ETA: 10:17 - loss: 1091.2728 - logits_profile_predictions_loss: 1080.0400 - logcount_predictions_loss: 0.2080 452/2484 [====>.........................] - ETA: 10:17 - loss: 1091.2719 - logits_profile_predictions_loss: 1080.0398 - logcount_predictions_loss: 0.2080 453/2484 [====>.........................] - ETA: 10:17 - loss: 1091.2708 - logits_profile_predictions_loss: 1080.0393 - logcount_predictions_loss: 0.2080 454/2484 [====>.........................] - ETA: 10:16 - loss: 1091.2695 - logits_profile_predictions_loss: 1080.0386 - logcount_predictions_loss: 0.2080 455/2484 [====>.........................] - ETA: 10:16 - loss: 1091.2683 - logits_profile_predictions_loss: 1080.0380 - logcount_predictions_loss: 0.2080 456/2484 [====>.........................] - ETA: 10:16 - loss: 1091.2674 - logits_profile_predictions_loss: 1080.0378 - logcount_predictions_loss: 0.2080 457/2484 [====>.........................] - ETA: 10:15 - loss: 1091.2666 - logits_profile_predictions_loss: 1080.0375 - logcount_predictions_loss: 0.2079 458/2484 [====>.........................] - ETA: 10:15 - loss: 1091.2656 - logits_profile_predictions_loss: 1080.0371 - logcount_predictions_loss: 0.2079 459/2484 [====>.........................] - ETA: 10:15 - loss: 1091.2641 - logits_profile_predictions_loss: 1080.0362 - logcount_predictions_loss: 0.2079 460/2484 [====>.........................] - ETA: 10:15 - loss: 1091.2624 - logits_profile_predictions_loss: 1080.0350 - logcount_predictions_loss: 0.2079 461/2484 [====>.........................] - ETA: 10:14 - loss: 1091.2605 - logits_profile_predictions_loss: 1080.0337 - logcount_predictions_loss: 0.2079 462/2484 [====>.........................] - ETA: 10:14 - loss: 1091.2590 - logits_profile_predictions_loss: 1080.0326 - logcount_predictions_loss: 0.2079 463/2484 [====>.........................] - ETA: 10:14 - loss: 1091.2574 - logits_profile_predictions_loss: 1080.0317 - logcount_predictions_loss: 0.2079 464/2484 [====>.........................] - ETA: 10:13 - loss: 1091.2561 - logits_profile_predictions_loss: 1080.0308 - logcount_predictions_loss: 0.2079 465/2484 [====>.........................] - ETA: 10:13 - loss: 1091.2548 - logits_profile_predictions_loss: 1080.0301 - logcount_predictions_loss: 0.2079 466/2484 [====>.........................] - ETA: 10:13 - loss: 1091.2540 - logits_profile_predictions_loss: 1080.0299 - logcount_predictions_loss: 0.2078 467/2484 [====>.........................] - ETA: 10:12 - loss: 1091.2531 - logits_profile_predictions_loss: 1080.0295 - logcount_predictions_loss: 0.2078 468/2484 [====>.........................] - ETA: 10:12 - loss: 1091.2517 - logits_profile_predictions_loss: 1080.0286 - logcount_predictions_loss: 0.2078 469/2484 [====>.........................] - ETA: 10:12 - loss: 1091.2508 - logits_profile_predictions_loss: 1080.0282 - logcount_predictions_loss: 0.2078 470/2484 [====>.........................] - ETA: 10:11 - loss: 1091.2493 - logits_profile_predictions_loss: 1080.0273 - logcount_predictions_loss: 0.2078 471/2484 [====>.........................] - ETA: 10:11 - loss: 1091.2474 - logits_profile_predictions_loss: 1080.0259 - logcount_predictions_loss: 0.2078 472/2484 [====>.........................] - ETA: 10:11 - loss: 1091.2458 - logits_profile_predictions_loss: 1080.0248 - logcount_predictions_loss: 0.2078 473/2484 [====>.........................] - ETA: 10:11 - loss: 1091.2443 - logits_profile_predictions_loss: 1080.0238 - logcount_predictions_loss: 0.2078 474/2484 [====>.........................] - ETA: 10:10 - loss: 1091.2433 - logits_profile_predictions_loss: 1080.0233 - logcount_predictions_loss: 0.2078 475/2484 [====>.........................] - ETA: 10:10 - loss: 1091.2421 - logits_profile_predictions_loss: 1080.0226 - logcount_predictions_loss: 0.2078 476/2484 [====>.........................] - ETA: 10:10 - loss: 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logcount_predictions_loss: 0.2077 483/2484 [====>.........................] - ETA: 10:08 - loss: 1091.2338 - logits_profile_predictions_loss: 1080.0186 - logcount_predictions_loss: 0.2077 484/2484 [====>.........................] - ETA: 10:07 - loss: 1091.2326 - logits_profile_predictions_loss: 1080.0178 - logcount_predictions_loss: 0.2077 485/2484 [====>.........................] - ETA: 10:07 - loss: 1091.2312 - logits_profile_predictions_loss: 1080.0170 - logcount_predictions_loss: 0.2077 486/2484 [====>.........................] - ETA: 10:07 - loss: 1091.2297 - logits_profile_predictions_loss: 1080.0160 - logcount_predictions_loss: 0.2077 487/2484 [====>.........................] - ETA: 10:06 - loss: 1091.2284 - logits_profile_predictions_loss: 1080.0152 - logcount_predictions_loss: 0.2076 488/2484 [====>.........................] - ETA: 10:06 - loss: 1091.2269 - logits_profile_predictions_loss: 1080.0143 - logcount_predictions_loss: 0.2076 489/2484 [====>.........................] - ETA: 10:06 - loss: 1091.2252 - logits_profile_predictions_loss: 1080.0132 - logcount_predictions_loss: 0.2076 490/2484 [====>.........................] - ETA: 10:05 - loss: 1091.2240 - logits_profile_predictions_loss: 1080.0124 - logcount_predictions_loss: 0.2076 491/2484 [====>.........................] - ETA: 10:05 - loss: 1091.2230 - logits_profile_predictions_loss: 1080.0120 - logcount_predictions_loss: 0.2076 492/2484 [====>.........................] - ETA: 10:05 - loss: 1091.2222 - logits_profile_predictions_loss: 1080.0118 - logcount_predictions_loss: 0.2076 493/2484 [====>.........................] - ETA: 10:04 - loss: 1091.2216 - logits_profile_predictions_loss: 1080.0118 - logcount_predictions_loss: 0.2076 494/2484 [====>.........................] - ETA: 10:04 - loss: 1091.2207 - logits_profile_predictions_loss: 1080.0114 - logcount_predictions_loss: 0.2076 495/2484 [====>.........................] - ETA: 10:04 - loss: 1091.2196 - logits_profile_predictions_loss: 1080.0109 - logcount_predictions_loss: 0.2076 496/2484 [====>.........................] - ETA: 10:04 - loss: 1091.2184 - logits_profile_predictions_loss: 1080.0103 - logcount_predictions_loss: 0.2076 497/2484 [=====>........................] - ETA: 10:03 - loss: 1091.2171 - logits_profile_predictions_loss: 1080.0096 - logcount_predictions_loss: 0.2075 498/2484 [=====>........................] - ETA: 10:03 - loss: 1091.2159 - logits_profile_predictions_loss: 1080.0090 - logcount_predictions_loss: 0.2075 499/2484 [=====>........................] - ETA: 10:03 - loss: 1091.2150 - logits_profile_predictions_loss: 1080.0086 - logcount_predictions_loss: 0.2075 500/2484 [=====>........................] - ETA: 10:02 - loss: 1091.2143 - logits_profile_predictions_loss: 1080.0086 - logcount_predictions_loss: 0.2075 501/2484 [=====>........................] - ETA: 10:02 - loss: 1091.2134 - logits_profile_predictions_loss: 1080.0083 - logcount_predictions_loss: 0.2075 502/2484 [=====>........................] - ETA: 10:02 - loss: 1091.2126 - logits_profile_predictions_loss: 1080.0081 - logcount_predictions_loss: 0.2075 503/2484 [=====>........................] - ETA: 10:01 - loss: 1091.2121 - logits_profile_predictions_loss: 1080.0081 - logcount_predictions_loss: 0.2075 504/2484 [=====>........................] - ETA: 10:01 - loss: 1091.2117 - logits_profile_predictions_loss: 1080.0084 - logcount_predictions_loss: 0.2075 505/2484 [=====>........................] - ETA: 10:01 - loss: 1091.2115 - logits_profile_predictions_loss: 1080.0087 - logcount_predictions_loss: 0.2075 506/2484 [=====>........................] - ETA: 10:01 - loss: 1091.2113 - logits_profile_predictions_loss: 1080.0092 - logcount_predictions_loss: 0.2074 507/2484 [=====>........................] - ETA: 10:00 - loss: 1091.2110 - logits_profile_predictions_loss: 1080.0095 - logcount_predictions_loss: 0.2074 508/2484 [=====>........................] - ETA: 10:00 - loss: 1091.2106 - logits_profile_predictions_loss: 1080.0096 - logcount_predictions_loss: 0.2074 509/2484 [=====>........................] - ETA: 10:00 - loss: 1091.2103 - logits_profile_predictions_loss: 1080.0100 - logcount_predictions_loss: 0.2074 510/2484 [=====>........................] - ETA: 9:59 - loss: 1091.2100 - logits_profile_predictions_loss: 1080.0102 - logcount_predictions_loss: 0.2074  511/2484 [=====>........................] - ETA: 9:59 - loss: 1091.2094 - logits_profile_predictions_loss: 1080.0102 - logcount_predictions_loss: 0.2074 512/2484 [=====>........................] - ETA: 9:59 - loss: 1091.2091 - logits_profile_predictions_loss: 1080.0105 - logcount_predictions_loss: 0.2074 513/2484 [=====>........................] - ETA: 9:58 - loss: 1091.2086 - logits_profile_predictions_loss: 1080.0105 - logcount_predictions_loss: 0.2074 514/2484 [=====>........................] - ETA: 9:58 - loss: 1091.2079 - logits_profile_predictions_loss: 1080.0103 - logcount_predictions_loss: 0.2074 515/2484 [=====>........................] - ETA: 9:58 - loss: 1091.2070 - logits_profile_predictions_loss: 1080.0100 - logcount_predictions_loss: 0.2073 516/2484 [=====>........................] - ETA: 9:57 - loss: 1091.2063 - logits_profile_predictions_loss: 1080.0097 - logcount_predictions_loss: 0.2073 517/2484 [=====>........................] - ETA: 9:57 - loss: 1091.2053 - logits_profile_predictions_loss: 1080.0092 - logcount_predictions_loss: 0.2073 518/2484 [=====>........................] - ETA: 9:57 - loss: 1091.2046 - logits_profile_predictions_loss: 1080.0091 - logcount_predictions_loss: 0.2073 519/2484 [=====>........................] - ETA: 9:57 - loss: 1091.2042 - logits_profile_predictions_loss: 1080.0092 - logcount_predictions_loss: 0.2073 520/2484 [=====>........................] - ETA: 9:56 - loss: 1091.2040 - logits_profile_predictions_loss: 1080.0095 - logcount_predictions_loss: 0.2073 521/2484 [=====>........................] - ETA: 9:56 - loss: 1091.2036 - logits_profile_predictions_loss: 1080.0096 - logcount_predictions_loss: 0.2073 522/2484 [=====>........................] - ETA: 9:56 - loss: 1091.2029 - logits_profile_predictions_loss: 1080.0095 - logcount_predictions_loss: 0.2073 523/2484 [=====>........................] - ETA: 9:55 - loss: 1091.2025 - logits_profile_predictions_loss: 1080.0096 - logcount_predictions_loss: 0.2073 524/2484 [=====>........................] - ETA: 9:55 - loss: 1091.2025 - logits_profile_predictions_loss: 1080.0100 - logcount_predictions_loss: 0.2073 525/2484 [=====>........................] - ETA: 9:55 - loss: 1091.2025 - logits_profile_predictions_loss: 1080.0106 - logcount_predictions_loss: 0.2072 526/2484 [=====>........................] - ETA: 9:54 - loss: 1091.2024 - logits_profile_predictions_loss: 1080.0110 - logcount_predictions_loss: 0.2072 527/2484 [=====>........................] - ETA: 9:54 - loss: 1091.2027 - logits_profile_predictions_loss: 1080.0119 - logcount_predictions_loss: 0.2072 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logits_profile_predictions_loss: 1080.0161 - logcount_predictions_loss: 0.2072 535/2484 [=====>........................] - ETA: 9:52 - loss: 1091.2039 - logits_profile_predictions_loss: 1080.0171 - logcount_predictions_loss: 0.2072 536/2484 [=====>........................] - ETA: 9:51 - loss: 1091.2043 - logits_profile_predictions_loss: 1080.0180 - logcount_predictions_loss: 0.2071 537/2484 [=====>........................] - ETA: 9:50 - loss: 1091.2045 - logits_profile_predictions_loss: 1080.0188 - logcount_predictions_loss: 0.2071 538/2484 [=====>........................] - ETA: 9:50 - loss: 1091.2045 - logits_profile_predictions_loss: 1080.0193 - logcount_predictions_loss: 0.2071 539/2484 [=====>........................] - ETA: 9:50 - loss: 1091.2043 - logits_profile_predictions_loss: 1080.0195 - logcount_predictions_loss: 0.2071 540/2484 [=====>........................] - ETA: 9:50 - loss: 1091.2040 - logits_profile_predictions_loss: 1080.0198 - logcount_predictions_loss: 0.2071 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logits_profile_predictions_loss: 1080.0217 - logcount_predictions_loss: 0.2070 548/2484 [=====>........................] - ETA: 9:47 - loss: 1091.2023 - logits_profile_predictions_loss: 1080.0219 - logcount_predictions_loss: 0.2070 549/2484 [=====>........................] - ETA: 9:47 - loss: 1091.2023 - logits_profile_predictions_loss: 1080.0224 - logcount_predictions_loss: 0.2070 550/2484 [=====>........................] - ETA: 9:46 - loss: 1091.2019 - logits_profile_predictions_loss: 1080.0224 - logcount_predictions_loss: 0.2070 551/2484 [=====>........................] - ETA: 9:46 - loss: 1091.2013 - logits_profile_predictions_loss: 1080.0224 - logcount_predictions_loss: 0.2070 552/2484 [=====>........................] - ETA: 9:46 - loss: 1091.2009 - logits_profile_predictions_loss: 1080.0224 - logcount_predictions_loss: 0.2070 553/2484 [=====>........................] - ETA: 9:46 - loss: 1091.2008 - logits_profile_predictions_loss: 1080.0229 - logcount_predictions_loss: 0.2070 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logits_profile_predictions_loss: 1080.0284 - logcount_predictions_loss: 0.2069 561/2484 [=====>........................] - ETA: 9:43 - loss: 1091.2036 - logits_profile_predictions_loss: 1080.0293 - logcount_predictions_loss: 0.2069 562/2484 [=====>........................] - ETA: 9:43 - loss: 1091.2039 - logits_profile_predictions_loss: 1080.0300 - logcount_predictions_loss: 0.2069 563/2484 [=====>........................] - ETA: 9:43 - loss: 1091.2038 - logits_profile_predictions_loss: 1080.0304 - logcount_predictions_loss: 0.2069 564/2484 [=====>........................] - ETA: 9:42 - loss: 1091.2041 - logits_profile_predictions_loss: 1080.0311 - logcount_predictions_loss: 0.2069 565/2484 [=====>........................] - ETA: 9:42 - loss: 1091.2042 - logits_profile_predictions_loss: 1080.0316 - logcount_predictions_loss: 0.2069 566/2484 [=====>........................] - ETA: 9:42 - loss: 1091.2043 - logits_profile_predictions_loss: 1080.0322 - logcount_predictions_loss: 0.2069 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logcount_predictions_loss: 0.2064 2439/2484 [============================>.] - ETA: 13s - loss: 1091.6579 - logits_profile_predictions_loss: 1080.5144 - logcount_predictions_loss: 0.2064 2440/2484 [============================>.] - ETA: 13s - loss: 1091.6585 - logits_profile_predictions_loss: 1080.5150 - logcount_predictions_loss: 0.2064 2441/2484 [============================>.] - ETA: 13s - loss: 1091.6591 - logits_profile_predictions_loss: 1080.5155 - logcount_predictions_loss: 0.2064 2442/2484 [============================>.] - ETA: 12s - loss: 1091.6597 - logits_profile_predictions_loss: 1080.5160 - logcount_predictions_loss: 0.2064 2443/2484 [============================>.] - ETA: 12s - loss: 1091.6603 - logits_profile_predictions_loss: 1080.5166 - logcount_predictions_loss: 0.2064 2444/2484 [============================>.] - ETA: 12s - loss: 1091.6609 - logits_profile_predictions_loss: 1080.5171 - logcount_predictions_loss: 0.2064 2445/2484 [============================>.] - ETA: 11s - loss: 1091.6614 - logits_profile_predictions_loss: 1080.5176 - logcount_predictions_loss: 0.2064 2446/2484 [============================>.] - ETA: 11s - loss: 1091.6620 - logits_profile_predictions_loss: 1080.5181 - logcount_predictions_loss: 0.2064 2447/2484 [============================>.] - ETA: 11s - loss: 1091.6626 - logits_profile_predictions_loss: 1080.5186 - logcount_predictions_loss: 0.2064 2448/2484 [============================>.] - ETA: 10s - loss: 1091.6632 - logits_profile_predictions_loss: 1080.5191 - logcount_predictions_loss: 0.2064 2449/2484 [============================>.] - ETA: 10s - loss: 1091.6637 - logits_profile_predictions_loss: 1080.5196 - logcount_predictions_loss: 0.2064 2450/2484 [============================>.] - ETA: 10s - loss: 1091.6643 - logits_profile_predictions_loss: 1080.5201 - logcount_predictions_loss: 0.2064 2451/2484 [============================>.] - ETA: 10s - loss: 1091.6649 - logits_profile_predictions_loss: 1080.5206 - 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- loss: 1091.6689 - logits_profile_predictions_loss: 1080.5242 - logcount_predictions_loss: 0.2064 2459/2484 [============================>.] - ETA: 7s - loss: 1091.6695 - logits_profile_predictions_loss: 1080.5248 - logcount_predictions_loss: 0.2064 2460/2484 [============================>.] - ETA: 7s - loss: 1091.6701 - logits_profile_predictions_loss: 1080.5253 - logcount_predictions_loss: 0.2064 2461/2484 [============================>.] - ETA: 6s - loss: 1091.6707 - logits_profile_predictions_loss: 1080.5258 - logcount_predictions_loss: 0.2064 2462/2484 [============================>.] - ETA: 6s - loss: 1091.6713 - logits_profile_predictions_loss: 1080.5263 - logcount_predictions_loss: 0.2064 2463/2484 [============================>.] - ETA: 6s - loss: 1091.6719 - logits_profile_predictions_loss: 1080.5269 - logcount_predictions_loss: 0.2064 2464/2484 [============================>.] - ETA: 6s - loss: 1091.6725 - logits_profile_predictions_loss: 1080.5274 - 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loss: 1091.6765 - logits_profile_predictions_loss: 1080.5309 - logcount_predictions_loss: 0.2064 2472/2484 [============================>.] - ETA: 3s - loss: 1091.6770 - logits_profile_predictions_loss: 1080.5314 - logcount_predictions_loss: 0.2064 2473/2484 [============================>.] - ETA: 3s - loss: 1091.6776 - logits_profile_predictions_loss: 1080.5319 - logcount_predictions_loss: 0.2064 2474/2484 [============================>.] - ETA: 3s - loss: 1091.6781 - logits_profile_predictions_loss: 1080.5324 - logcount_predictions_loss: 0.2064 2475/2484 [============================>.] - ETA: 2s - loss: 1091.6787 - logits_profile_predictions_loss: 1080.5328 - logcount_predictions_loss: 0.2064 2476/2484 [============================>.] - ETA: 2s - loss: 1091.6793 - logits_profile_predictions_loss: 1080.5333 - logcount_predictions_loss: 0.2064 2477/2484 [============================>.] - ETA: 2s - loss: 1091.6798 - logits_profile_predictions_loss: 1080.5338 - logcount_predictions_loss: 0.2064 2478/2484 [============================>.] - ETA: 1s - loss: 1091.6804 - logits_profile_predictions_loss: 1080.5343 - logcount_predictions_loss: 0.2064 2479/2484 [============================>.] - ETA: 1s - loss: 1091.6809 - logits_profile_predictions_loss: 1080.5348 - logcount_predictions_loss: 0.2064 2480/2484 [============================>.] - ETA: 1s - loss: 1091.6815 - logits_profile_predictions_loss: 1080.5353 - logcount_predictions_loss: 0.2064 2481/2484 [============================>.] - ETA: 0s - loss: 1091.6821 - logits_profile_predictions_loss: 1080.5358 - logcount_predictions_loss: 0.2064 2482/2484 [============================>.] - ETA: 0s - loss: 1091.6826 - logits_profile_predictions_loss: 1080.5363 - logcount_predictions_loss: 0.2064 2483/2484 [============================>.] - ETA: 0s - loss: 1091.6832 - logits_profile_predictions_loss: 1080.5368 - logcount_predictions_loss: 0.2064 2484/2484 [==============================] - ETA: 0s - loss: 1091.6837 - logits_profile_predictions_loss: 1080.5373 - logcount_predictions_loss: 0.2064 2484/2484 [==============================] - 783s 315ms/step - loss: 1091.6843 - logits_profile_predictions_loss: 1080.5378 - logcount_predictions_loss: 0.2064 - val_loss: 1167.9420 - val_logits_profile_predictions_loss: 1155.3008 - val_logcount_predictions_loss: 0.2341 Epoch 00015: val_loss did not improve from 1157.88904 Epoch 16/50 1/2484 [..............................] - ETA: 13:06 - loss: 1045.9880 - logits_profile_predictions_loss: 1036.3331 - logcount_predictions_loss: 0.1788 2/2484 [..............................] - ETA: 12:27 - loss: 1046.4291 - logits_profile_predictions_loss: 1037.2039 - logcount_predictions_loss: 0.1708 3/2484 [..............................] - ETA: 12:27 - loss: 1056.7180 - logits_profile_predictions_loss: 1047.3960 - logcount_predictions_loss: 0.1726 4/2484 [..............................] - ETA: 12:28 - loss: 1058.6987 - logits_profile_predictions_loss: 1049.1854 - logcount_predictions_loss: 0.1762 5/2484 [..............................] - ETA: 12:28 - loss: 1055.4138 - logits_profile_predictions_loss: 1045.7552 - logcount_predictions_loss: 0.1789 6/2484 [..............................] - ETA: 12:28 - loss: 1054.6217 - logits_profile_predictions_loss: 1044.8618 - logcount_predictions_loss: 0.1807 7/2484 [..............................] - ETA: 12:27 - loss: 1052.9956 - logits_profile_predictions_loss: 1043.1141 - logcount_predictions_loss: 0.1830 8/2484 [..............................] - ETA: 12:27 - loss: 1051.4974 - logits_profile_predictions_loss: 1041.5370 - logcount_predictions_loss: 0.1845 9/2484 [..............................] - ETA: 12:27 - loss: 1051.5880 - logits_profile_predictions_loss: 1041.5672 - logcount_predictions_loss: 0.1856 10/2484 [..............................] - ETA: 12:27 - loss: 1051.8825 - logits_profile_predictions_loss: 1041.8131 - logcount_predictions_loss: 0.1865 11/2484 [..............................] 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logcount_predictions_loss: 0.1910 57/2484 [..............................] - ETA: 12:14 - loss: 1063.5897 - logits_profile_predictions_loss: 1053.2719 - logcount_predictions_loss: 0.1911 58/2484 [..............................] - ETA: 12:13 - loss: 1063.6913 - logits_profile_predictions_loss: 1053.3715 - logcount_predictions_loss: 0.1911 59/2484 [..............................] - ETA: 12:13 - loss: 1063.8180 - logits_profile_predictions_loss: 1053.4963 - logcount_predictions_loss: 0.1911 60/2484 [..............................] - ETA: 12:13 - loss: 1063.9724 - logits_profile_predictions_loss: 1053.6478 - logcount_predictions_loss: 0.1912 61/2484 [..............................] - ETA: 12:13 - loss: 1064.1077 - logits_profile_predictions_loss: 1053.7801 - logcount_predictions_loss: 0.1913 62/2484 [..............................] - ETA: 12:12 - loss: 1064.2639 - logits_profile_predictions_loss: 1053.9339 - logcount_predictions_loss: 0.1913 63/2484 [..............................] - ETA: 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12:08 - loss: 1066.3041 - logits_profile_predictions_loss: 1055.9425 - logcount_predictions_loss: 0.1919 77/2484 [..............................] - ETA: 12:08 - loss: 1066.4465 - logits_profile_predictions_loss: 1056.0834 - logcount_predictions_loss: 0.1919 78/2484 [..............................] - ETA: 12:07 - loss: 1066.5765 - logits_profile_predictions_loss: 1056.2109 - logcount_predictions_loss: 0.1920 79/2484 [..............................] - ETA: 12:07 - loss: 1066.7052 - logits_profile_predictions_loss: 1056.3373 - logcount_predictions_loss: 0.1920 80/2484 [..............................] - ETA: 12:07 - loss: 1066.8198 - logits_profile_predictions_loss: 1056.4496 - logcount_predictions_loss: 0.1920 81/2484 [..............................] - ETA: 12:07 - loss: 1066.9383 - logits_profile_predictions_loss: 1056.5662 - logcount_predictions_loss: 0.1921 82/2484 [..............................] - ETA: 12:06 - loss: 1067.0423 - logits_profile_predictions_loss: 1056.6681 - logcount_predictions_loss: 0.1921 83/2484 [>.............................] - ETA: 12:06 - loss: 1067.1510 - logits_profile_predictions_loss: 1056.7750 - logcount_predictions_loss: 0.1921 84/2484 [>.............................] - ETA: 12:06 - loss: 1067.2618 - logits_profile_predictions_loss: 1056.8846 - logcount_predictions_loss: 0.1922 85/2484 [>.............................] - ETA: 12:05 - loss: 1067.3857 - logits_profile_predictions_loss: 1057.0075 - logcount_predictions_loss: 0.1922 86/2484 [>.............................] - ETA: 12:05 - loss: 1067.5124 - logits_profile_predictions_loss: 1057.1331 - logcount_predictions_loss: 0.1922 87/2484 [>.............................] - ETA: 12:05 - loss: 1067.6376 - logits_profile_predictions_loss: 1057.2572 - logcount_predictions_loss: 0.1922 88/2484 [>.............................] - ETA: 12:05 - loss: 1067.7769 - logits_profile_predictions_loss: 1057.3954 - logcount_predictions_loss: 0.1923 89/2484 [>.............................] - ETA: 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ETA: 12:00 - loss: 1069.4822 - logits_profile_predictions_loss: 1059.0893 - logcount_predictions_loss: 0.1925 103/2484 [>.............................] - ETA: 12:00 - loss: 1069.6057 - logits_profile_predictions_loss: 1059.2119 - logcount_predictions_loss: 0.1925 104/2484 [>.............................] - ETA: 12:00 - loss: 1069.7218 - logits_profile_predictions_loss: 1059.3269 - logcount_predictions_loss: 0.1925 105/2484 [>.............................] - ETA: 11:59 - loss: 1069.8289 - logits_profile_predictions_loss: 1059.4332 - logcount_predictions_loss: 0.1925 106/2484 [>.............................] - ETA: 11:59 - loss: 1069.9413 - logits_profile_predictions_loss: 1059.5450 - logcount_predictions_loss: 0.1925 107/2484 [>.............................] - ETA: 11:59 - loss: 1070.0480 - logits_profile_predictions_loss: 1059.6511 - logcount_predictions_loss: 0.1925 108/2484 [>.............................] - ETA: 11:59 - loss: 1070.1508 - logits_profile_predictions_loss: 1059.7535 - 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- ETA: 11:56 - loss: 1070.7591 - logits_profile_predictions_loss: 1060.3606 - logcount_predictions_loss: 0.1926 116/2484 [>.............................] - ETA: 11:56 - loss: 1070.8338 - logits_profile_predictions_loss: 1060.4353 - logcount_predictions_loss: 0.1926 117/2484 [>.............................] - ETA: 11:56 - loss: 1070.9083 - logits_profile_predictions_loss: 1060.5100 - logcount_predictions_loss: 0.1926 118/2484 [>.............................] - ETA: 11:56 - loss: 1070.9812 - logits_profile_predictions_loss: 1060.5831 - logcount_predictions_loss: 0.1926 119/2484 [>.............................] - ETA: 11:55 - loss: 1071.0517 - logits_profile_predictions_loss: 1060.6541 - logcount_predictions_loss: 0.1926 120/2484 [>.............................] - ETA: 11:55 - loss: 1071.1206 - logits_profile_predictions_loss: 1060.7234 - logcount_predictions_loss: 0.1925 121/2484 [>.............................] - ETA: 11:55 - loss: 1071.1864 - logits_profile_predictions_loss: 1060.7892 - logcount_predictions_loss: 0.1925 122/2484 [>.............................] - ETA: 11:54 - loss: 1071.2558 - logits_profile_predictions_loss: 1060.8584 - logcount_predictions_loss: 0.1925 123/2484 [>.............................] - ETA: 11:54 - loss: 1071.3276 - logits_profile_predictions_loss: 1060.9299 - logcount_predictions_loss: 0.1926 124/2484 [>.............................] - ETA: 11:54 - loss: 1071.4006 - logits_profile_predictions_loss: 1061.0023 - logcount_predictions_loss: 0.1926 125/2484 [>.............................] - ETA: 11:53 - loss: 1071.4708 - logits_profile_predictions_loss: 1061.0720 - logcount_predictions_loss: 0.1926 126/2484 [>.............................] - ETA: 11:53 - loss: 1071.5446 - logits_profile_predictions_loss: 1061.1454 - logcount_predictions_loss: 0.1926 127/2484 [>.............................] - ETA: 11:53 - loss: 1071.6164 - logits_profile_predictions_loss: 1061.2170 - logcount_predictions_loss: 0.1926 128/2484 [>.............................] - ETA: 11:53 - loss: 1071.6890 - logits_profile_predictions_loss: 1061.2893 - logcount_predictions_loss: 0.1926 129/2484 [>.............................] - ETA: 11:52 - loss: 1071.7614 - logits_profile_predictions_loss: 1061.3617 - logcount_predictions_loss: 0.1926 130/2484 [>.............................] - ETA: 11:52 - loss: 1071.8322 - logits_profile_predictions_loss: 1061.4326 - logcount_predictions_loss: 0.1926 131/2484 [>.............................] - ETA: 11:52 - loss: 1071.8964 - logits_profile_predictions_loss: 1061.4970 - logcount_predictions_loss: 0.1926 132/2484 [>.............................] - ETA: 11:52 - loss: 1071.9609 - logits_profile_predictions_loss: 1061.5617 - logcount_predictions_loss: 0.1926 133/2484 [>.............................] - ETA: 11:51 - loss: 1072.0264 - logits_profile_predictions_loss: 1061.6277 - logcount_predictions_loss: 0.1926 134/2484 [>.............................] - ETA: 11:51 - loss: 1072.0957 - 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loss: 1081.7011 - logits_profile_predictions_loss: 1071.7108 - logcount_predictions_loss: 0.1850 2484/2484 [==============================] - ETA: 0s - loss: 1081.7013 - logits_profile_predictions_loss: 1071.7111 - logcount_predictions_loss: 0.1850 2484/2484 [==============================] - 783s 315ms/step - loss: 1081.7016 - logits_profile_predictions_loss: 1071.7115 - logcount_predictions_loss: 0.1850 - val_loss: 1162.1533 - val_logits_profile_predictions_loss: 1149.5917 - val_logcount_predictions_loss: 0.2326 Epoch 00016: val_loss did not improve from 1157.88904 Epoch 17/50 1/2484 [..............................] - ETA: 13:06 - loss: 1074.6674 - logits_profile_predictions_loss: 1064.3898 - logcount_predictions_loss: 0.1903 2/2484 [..............................] - ETA: 12:29 - loss: 1072.6215 - logits_profile_predictions_loss: 1062.7299 - logcount_predictions_loss: 0.1832 3/2484 [..............................] - ETA: 12:28 - loss: 1070.2944 - logits_profile_predictions_loss: 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ETA: 12:27 - loss: 1055.1511 - logits_profile_predictions_loss: 1045.6116 - logcount_predictions_loss: 0.1767 11/2484 [..............................] - ETA: 12:27 - loss: 1055.3577 - logits_profile_predictions_loss: 1045.8860 - logcount_predictions_loss: 0.1754 12/2484 [..............................] - ETA: 12:27 - loss: 1055.9351 - logits_profile_predictions_loss: 1046.5302 - logcount_predictions_loss: 0.1742 13/2484 [..............................] - ETA: 12:27 - loss: 1056.7702 - logits_profile_predictions_loss: 1047.4364 - logcount_predictions_loss: 0.1728 14/2484 [..............................] - ETA: 12:26 - loss: 1057.9469 - logits_profile_predictions_loss: 1048.6908 - logcount_predictions_loss: 0.1714 15/2484 [..............................] - ETA: 12:26 - loss: 1058.3128 - logits_profile_predictions_loss: 1049.1100 - logcount_predictions_loss: 0.1704 16/2484 [..............................] - ETA: 12:26 - loss: 1058.8131 - logits_profile_predictions_loss: 1049.6570 - logcount_predictions_loss: 0.1696 17/2484 [..............................] - ETA: 12:26 - loss: 1059.2734 - logits_profile_predictions_loss: 1050.1661 - logcount_predictions_loss: 0.1687 18/2484 [..............................] - ETA: 12:25 - loss: 1059.4325 - logits_profile_predictions_loss: 1050.3552 - logcount_predictions_loss: 0.1681 19/2484 [..............................] - ETA: 12:25 - loss: 1059.8477 - logits_profile_predictions_loss: 1050.7982 - logcount_predictions_loss: 0.1676 20/2484 [..............................] - ETA: 12:25 - loss: 1060.1495 - logits_profile_predictions_loss: 1051.1217 - logcount_predictions_loss: 0.1672 21/2484 [..............................] - ETA: 12:25 - loss: 1060.1841 - logits_profile_predictions_loss: 1051.1670 - logcount_predictions_loss: 0.1670 22/2484 [..............................] - ETA: 12:24 - loss: 1059.9474 - logits_profile_predictions_loss: 1050.9308 - logcount_predictions_loss: 0.1670 23/2484 [..............................] - ETA: 12:24 - loss: 1059.9755 - logits_profile_predictions_loss: 1050.9522 - logcount_predictions_loss: 0.1671 24/2484 [..............................] - ETA: 12:24 - loss: 1059.9629 - logits_profile_predictions_loss: 1050.9325 - logcount_predictions_loss: 0.1672 25/2484 [..............................] - ETA: 12:23 - loss: 1059.9444 - logits_profile_predictions_loss: 1050.9072 - logcount_predictions_loss: 0.1674 26/2484 [..............................] - ETA: 12:23 - loss: 1060.0767 - logits_profile_predictions_loss: 1051.0299 - logcount_predictions_loss: 0.1675 27/2484 [..............................] - ETA: 12:23 - loss: 1060.2532 - logits_profile_predictions_loss: 1051.2002 - logcount_predictions_loss: 0.1676 28/2484 [..............................] - ETA: 12:23 - loss: 1060.3911 - logits_profile_predictions_loss: 1051.3313 - logcount_predictions_loss: 0.1678 29/2484 [..............................] - ETA: 12:22 - loss: 1060.5153 - logits_profile_predictions_loss: 1051.4528 - logcount_predictions_loss: 0.1678 30/2484 [..............................] - ETA: 12:22 - loss: 1060.6573 - logits_profile_predictions_loss: 1051.5932 - logcount_predictions_loss: 0.1679 31/2484 [..............................] - ETA: 12:22 - loss: 1060.7344 - logits_profile_predictions_loss: 1051.6690 - logcount_predictions_loss: 0.1679 32/2484 [..............................] - ETA: 12:21 - loss: 1060.6840 - logits_profile_predictions_loss: 1051.6166 - logcount_predictions_loss: 0.1679 33/2484 [..............................] - ETA: 12:21 - loss: 1060.6030 - logits_profile_predictions_loss: 1051.5349 - logcount_predictions_loss: 0.1679 34/2484 [..............................] - ETA: 12:21 - loss: 1060.4977 - logits_profile_predictions_loss: 1051.4283 - logcount_predictions_loss: 0.1680 35/2484 [..............................] - ETA: 12:21 - loss: 1060.3544 - logits_profile_predictions_loss: 1051.2811 - logcount_predictions_loss: 0.1680 36/2484 [..............................] - ETA: 12:20 - loss: 1060.2360 - logits_profile_predictions_loss: 1051.1562 - logcount_predictions_loss: 0.1681 37/2484 [..............................] - ETA: 12:20 - loss: 1060.1503 - logits_profile_predictions_loss: 1051.0635 - logcount_predictions_loss: 0.1683 38/2484 [..............................] - ETA: 12:20 - loss: 1060.0847 - logits_profile_predictions_loss: 1050.9921 - logcount_predictions_loss: 0.1684 39/2484 [..............................] - ETA: 12:19 - loss: 1060.0097 - logits_profile_predictions_loss: 1050.9125 - logcount_predictions_loss: 0.1685 40/2484 [..............................] - ETA: 12:19 - loss: 1059.9344 - logits_profile_predictions_loss: 1050.8350 - logcount_predictions_loss: 0.1685 41/2484 [..............................] - ETA: 12:19 - loss: 1059.8017 - logits_profile_predictions_loss: 1050.7009 - logcount_predictions_loss: 0.1685 42/2484 [..............................] - ETA: 12:19 - loss: 1059.7329 - logits_profile_predictions_loss: 1050.6306 - logcount_predictions_loss: 0.1686 43/2484 [..............................] - ETA: 12:18 - loss: 1059.6906 - logits_profile_predictions_loss: 1050.5869 - logcount_predictions_loss: 0.1686 44/2484 [..............................] - ETA: 12:18 - loss: 1059.6569 - logits_profile_predictions_loss: 1050.5489 - logcount_predictions_loss: 0.1687 45/2484 [..............................] - ETA: 12:18 - loss: 1059.6361 - logits_profile_predictions_loss: 1050.5245 - logcount_predictions_loss: 0.1687 46/2484 [..............................] - ETA: 12:17 - loss: 1059.6322 - logits_profile_predictions_loss: 1050.5173 - logcount_predictions_loss: 0.1688 47/2484 [..............................] - ETA: 12:17 - loss: 1059.6223 - logits_profile_predictions_loss: 1050.5042 - logcount_predictions_loss: 0.1689 48/2484 [..............................] - ETA: 12:17 - loss: 1059.6350 - logits_profile_predictions_loss: 1050.5145 - logcount_predictions_loss: 0.1689 49/2484 [..............................] - ETA: 12:17 - loss: 1059.6419 - logits_profile_predictions_loss: 1050.5181 - logcount_predictions_loss: 0.1690 50/2484 [..............................] - ETA: 12:16 - loss: 1059.6853 - logits_profile_predictions_loss: 1050.5549 - logcount_predictions_loss: 0.1691 51/2484 [..............................] - ETA: 12:16 - loss: 1059.7286 - logits_profile_predictions_loss: 1050.5920 - logcount_predictions_loss: 0.1692 52/2484 [..............................] - ETA: 12:16 - loss: 1059.7674 - logits_profile_predictions_loss: 1050.6259 - logcount_predictions_loss: 0.1693 53/2484 [..............................] - ETA: 12:15 - loss: 1059.8186 - logits_profile_predictions_loss: 1050.6731 - logcount_predictions_loss: 0.1694 54/2484 [..............................] - ETA: 12:15 - loss: 1059.8583 - logits_profile_predictions_loss: 1050.7101 - logcount_predictions_loss: 0.1694 55/2484 [..............................] - ETA: 12:15 - loss: 1059.9051 - logits_profile_predictions_loss: 1050.7551 - logcount_predictions_loss: 0.1694 56/2484 [..............................] - ETA: 12:15 - loss: 1059.9646 - logits_profile_predictions_loss: 1050.8136 - logcount_predictions_loss: 0.1695 57/2484 [..............................] - ETA: 12:14 - loss: 1060.0388 - logits_profile_predictions_loss: 1050.8876 - logcount_predictions_loss: 0.1695 58/2484 [..............................] - ETA: 12:14 - loss: 1060.1179 - logits_profile_predictions_loss: 1050.9671 - logcount_predictions_loss: 0.1695 59/2484 [..............................] - ETA: 12:14 - loss: 1060.1948 - logits_profile_predictions_loss: 1051.0441 - logcount_predictions_loss: 0.1695 60/2484 [..............................] - ETA: 12:13 - loss: 1060.2443 - logits_profile_predictions_loss: 1051.0946 - logcount_predictions_loss: 0.1694 61/2484 [..............................] - ETA: 12:13 - loss: 1060.2979 - logits_profile_predictions_loss: 1051.1499 - logcount_predictions_loss: 0.1694 62/2484 [..............................] - ETA: 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logcount_predictions_loss: 0.1691 69/2484 [..............................] - ETA: 12:11 - loss: 1060.8750 - logits_profile_predictions_loss: 1051.7441 - logcount_predictions_loss: 0.1691 70/2484 [..............................] - ETA: 12:10 - loss: 1060.9824 - logits_profile_predictions_loss: 1051.8541 - logcount_predictions_loss: 0.1690 71/2484 [..............................] - ETA: 12:10 - loss: 1061.0917 - logits_profile_predictions_loss: 1051.9651 - logcount_predictions_loss: 0.1690 72/2484 [..............................] - ETA: 12:10 - loss: 1061.1912 - logits_profile_predictions_loss: 1052.0662 - logcount_predictions_loss: 0.1690 73/2484 [..............................] - ETA: 12:10 - loss: 1061.2946 - logits_profile_predictions_loss: 1052.1709 - logcount_predictions_loss: 0.1690 74/2484 [..............................] - ETA: 12:09 - loss: 1061.3901 - logits_profile_predictions_loss: 1052.2678 - logcount_predictions_loss: 0.1689 75/2484 [..............................] - ETA: 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logcount_predictions_loss: 0.1688 82/2484 [..............................] - ETA: 12:07 - loss: 1062.0568 - logits_profile_predictions_loss: 1052.9418 - logcount_predictions_loss: 0.1688 83/2484 [>.............................] - ETA: 12:07 - loss: 1062.1148 - logits_profile_predictions_loss: 1053.0008 - logcount_predictions_loss: 0.1688 84/2484 [>.............................] - ETA: 12:07 - loss: 1062.1772 - logits_profile_predictions_loss: 1053.0636 - logcount_predictions_loss: 0.1688 85/2484 [>.............................] - ETA: 12:06 - loss: 1062.2286 - logits_profile_predictions_loss: 1053.1150 - logcount_predictions_loss: 0.1688 86/2484 [>.............................] - ETA: 12:06 - loss: 1062.2830 - logits_profile_predictions_loss: 1053.1695 - logcount_predictions_loss: 0.1688 87/2484 [>.............................] - ETA: 12:06 - loss: 1062.3350 - logits_profile_predictions_loss: 1053.2208 - logcount_predictions_loss: 0.1688 88/2484 [>.............................] - ETA: 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logcount_predictions_loss: 0.1728 2437/2484 [============================>.] - ETA: 14s - loss: 1074.8583 - logits_profile_predictions_loss: 1065.5286 - logcount_predictions_loss: 0.1728 2438/2484 [============================>.] - ETA: 13s - loss: 1074.8588 - logits_profile_predictions_loss: 1065.5291 - logcount_predictions_loss: 0.1728 2439/2484 [============================>.] - ETA: 13s - loss: 1074.8594 - logits_profile_predictions_loss: 1065.5296 - logcount_predictions_loss: 0.1728 2440/2484 [============================>.] - ETA: 13s - loss: 1074.8599 - logits_profile_predictions_loss: 1065.5301 - logcount_predictions_loss: 0.1728 2441/2484 [============================>.] - ETA: 13s - loss: 1074.8604 - logits_profile_predictions_loss: 1065.5306 - logcount_predictions_loss: 0.1728 2442/2484 [============================>.] - ETA: 12s - loss: 1074.8610 - logits_profile_predictions_loss: 1065.5311 - logcount_predictions_loss: 0.1728 2443/2484 [============================>.] - ETA: 12s - loss: 1074.8616 - logits_profile_predictions_loss: 1065.5317 - logcount_predictions_loss: 0.1728 2444/2484 [============================>.] - ETA: 12s - loss: 1074.8621 - logits_profile_predictions_loss: 1065.5322 - logcount_predictions_loss: 0.1728 2445/2484 [============================>.] - ETA: 11s - loss: 1074.8627 - logits_profile_predictions_loss: 1065.5327 - logcount_predictions_loss: 0.1728 2446/2484 [============================>.] - ETA: 11s - loss: 1074.8632 - logits_profile_predictions_loss: 1065.5332 - logcount_predictions_loss: 0.1728 2447/2484 [============================>.] - ETA: 11s - loss: 1074.8637 - logits_profile_predictions_loss: 1065.5338 - logcount_predictions_loss: 0.1728 2448/2484 [============================>.] - ETA: 10s - loss: 1074.8643 - logits_profile_predictions_loss: 1065.5343 - logcount_predictions_loss: 0.1728 2449/2484 [============================>.] - ETA: 10s - loss: 1074.8648 - logits_profile_predictions_loss: 1065.5348 - logcount_predictions_loss: 0.1728 2450/2484 [============================>.] - ETA: 10s - loss: 1074.8654 - logits_profile_predictions_loss: 1065.5353 - logcount_predictions_loss: 0.1728 2451/2484 [============================>.] - ETA: 10s - loss: 1074.8660 - logits_profile_predictions_loss: 1065.5358 - logcount_predictions_loss: 0.1728 2452/2484 [============================>.] - ETA: 9s - loss: 1074.8665 - logits_profile_predictions_loss: 1065.5364 - logcount_predictions_loss: 0.1728  2453/2484 [============================>.] - ETA: 9s - loss: 1074.8671 - logits_profile_predictions_loss: 1065.5369 - logcount_predictions_loss: 0.1728 2454/2484 [============================>.] - ETA: 9s - loss: 1074.8676 - logits_profile_predictions_loss: 1065.5374 - logcount_predictions_loss: 0.1728 2455/2484 [============================>.] - ETA: 8s - loss: 1074.8681 - logits_profile_predictions_loss: 1065.5379 - logcount_predictions_loss: 0.1728 2456/2484 [============================>.] - ETA: 8s - loss: 1074.8687 - logits_profile_predictions_loss: 1065.5384 - logcount_predictions_loss: 0.1728 2457/2484 [============================>.] - ETA: 8s - loss: 1074.8692 - logits_profile_predictions_loss: 1065.5389 - logcount_predictions_loss: 0.1728 2458/2484 [============================>.] - ETA: 7s - loss: 1074.8698 - logits_profile_predictions_loss: 1065.5394 - logcount_predictions_loss: 0.1728 2459/2484 [============================>.] - ETA: 7s - loss: 1074.8703 - logits_profile_predictions_loss: 1065.5400 - logcount_predictions_loss: 0.1728 2460/2484 [============================>.] - ETA: 7s - loss: 1074.8708 - logits_profile_predictions_loss: 1065.5404 - logcount_predictions_loss: 0.1728 2461/2484 [============================>.] - ETA: 6s - loss: 1074.8714 - logits_profile_predictions_loss: 1065.5410 - logcount_predictions_loss: 0.1728 2462/2484 [============================>.] - ETA: 6s - loss: 1074.8720 - logits_profile_predictions_loss: 1065.5415 - logcount_predictions_loss: 0.1728 2463/2484 [============================>.] - ETA: 6s - loss: 1074.8726 - logits_profile_predictions_loss: 1065.5421 - logcount_predictions_loss: 0.1728 2464/2484 [============================>.] - ETA: 6s - loss: 1074.8732 - logits_profile_predictions_loss: 1065.5427 - logcount_predictions_loss: 0.1728 2465/2484 [============================>.] - ETA: 5s - loss: 1074.8738 - logits_profile_predictions_loss: 1065.5433 - logcount_predictions_loss: 0.1728 2466/2484 [============================>.] - ETA: 5s - loss: 1074.8744 - logits_profile_predictions_loss: 1065.5438 - logcount_predictions_loss: 0.1728 2467/2484 [============================>.] - ETA: 5s - loss: 1074.8750 - logits_profile_predictions_loss: 1065.5444 - logcount_predictions_loss: 0.1728 2468/2484 [============================>.] - ETA: 4s - loss: 1074.8756 - logits_profile_predictions_loss: 1065.5450 - logcount_predictions_loss: 0.1728 2469/2484 [============================>.] - ETA: 4s - loss: 1074.8762 - logits_profile_predictions_loss: 1065.5455 - logcount_predictions_loss: 0.1728 2470/2484 [============================>.] - ETA: 4s - loss: 1074.8768 - logits_profile_predictions_loss: 1065.5461 - logcount_predictions_loss: 0.1728 2471/2484 [============================>.] - ETA: 3s - loss: 1074.8774 - logits_profile_predictions_loss: 1065.5467 - logcount_predictions_loss: 0.1728 2472/2484 [============================>.] - ETA: 3s - loss: 1074.8780 - logits_profile_predictions_loss: 1065.5473 - logcount_predictions_loss: 0.1728 2473/2484 [============================>.] - ETA: 3s - loss: 1074.8787 - logits_profile_predictions_loss: 1065.5479 - logcount_predictions_loss: 0.1728 2474/2484 [============================>.] - ETA: 3s - loss: 1074.8793 - logits_profile_predictions_loss: 1065.5485 - logcount_predictions_loss: 0.1728 2475/2484 [============================>.] - ETA: 2s - loss: 1074.8800 - logits_profile_predictions_loss: 1065.5492 - logcount_predictions_loss: 0.1728 2476/2484 [============================>.] - ETA: 2s - loss: 1074.8806 - logits_profile_predictions_loss: 1065.5498 - logcount_predictions_loss: 0.1728 2477/2484 [============================>.] - ETA: 2s - loss: 1074.8813 - logits_profile_predictions_loss: 1065.5504 - logcount_predictions_loss: 0.1728 2478/2484 [============================>.] - ETA: 1s - loss: 1074.8819 - logits_profile_predictions_loss: 1065.5510 - logcount_predictions_loss: 0.1728 2479/2484 [============================>.] - ETA: 1s - loss: 1074.8825 - logits_profile_predictions_loss: 1065.5516 - logcount_predictions_loss: 0.1728 2480/2484 [============================>.] - ETA: 1s - loss: 1074.8831 - logits_profile_predictions_loss: 1065.5522 - logcount_predictions_loss: 0.1728 2481/2484 [============================>.] - ETA: 0s - loss: 1074.8837 - logits_profile_predictions_loss: 1065.5528 - logcount_predictions_loss: 0.1728 2482/2484 [============================>.] - ETA: 0s - loss: 1074.8844 - logits_profile_predictions_loss: 1065.5533 - logcount_predictions_loss: 0.1728 2483/2484 [============================>.] - ETA: 0s - loss: 1074.8850 - logits_profile_predictions_loss: 1065.5539 - logcount_predictions_loss: 0.1728 2484/2484 [==============================] - ETA: 0s - loss: 1074.8856 - logits_profile_predictions_loss: 1065.5545 - logcount_predictions_loss: 0.1728 2484/2484 [==============================] - 783s 315ms/step - loss: 1074.8862 - logits_profile_predictions_loss: 1065.5551 - logcount_predictions_loss: 0.1728 - val_loss: 1165.6685 - val_logits_profile_predictions_loss: 1152.9863 - val_logcount_predictions_loss: 0.2349 Epoch 00017: val_loss did not improve from 1157.88904 Restoring model weights from the end of the best epoch. Epoch 00017: early stopping save model save model without bias 2023-01-18_08-15-32: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//preprocessing/bigWigs/ENCSR964WHY.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(39829, 10) loading nonpeaks... got split:test for bed regions:(39456, 10) 0/310 100/310 200/310 300/310 2023-01-18_08-28-27: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//preprocessing/bigWigs/ENCSR964WHY.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(39829, 10) loading nonpeaks... got split:test for bed regions:(39456, 10) 0/310 100/310 200/310 300/310 2023-01-18_08-34-03: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR964WHY//preprocessing/bigWigs/ENCSR964WHY.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(39829, 10) loading nonpeaks... got split:test for bed regions:(39456, 10) 0/310 100/310 200/310 300/310 2023-01-18_08-37-09: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//footprints 2023-01-18_08-37-09: 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/ENCSR964WHY//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/36 [..............................] - ETA: 10:49 3/36 [=>............................] - ETA: 15s  4/36 [==>...........................] - ETA: 20s 5/36 [===>..........................] - ETA: 21s 6/36 [====>.........................] - ETA: 22s 7/36 [====>.........................] - ETA: 22s 8/36 [=====>........................] - ETA: 22s 9/36 [======>.......................] - ETA: 22s 10/36 [=======>......................] - ETA: 21s 11/36 [========>.....................] - ETA: 21s 12/36 [=========>....................] - ETA: 20s 13/36 [=========>....................] - ETA: 19s 14/36 [==========>...................] - ETA: 19s 15/36 [===========>..................] - ETA: 18s 16/36 [============>.................] - ETA: 17s 17/36 [=============>................] - ETA: 16s 18/36 [==============>...............] - ETA: 15s 19/36 [==============>...............] - ETA: 15s 20/36 [===============>..............] - ETA: 14s 21/36 [================>.............] - ETA: 13s 22/36 [=================>............] - ETA: 12s 23/36 [==================>...........] - ETA: 11s 24/36 [===================>..........] - ETA: 10s 25/36 [===================>..........] - ETA: 9s  26/36 [====================>.........] - ETA: 9s 27/36 [=====================>........] - ETA: 8s 28/36 [======================>.......] - ETA: 7s 29/36 [=======================>......] - ETA: 6s 30/36 [========================>.....] - ETA: 5s 31/36 [========================>.....] - ETA: 4s 32/36 [=========================>....] - ETA: 3s 33/36 [==========================>...] - ETA: 2s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 78s 2s/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 31s 3/36 [=>............................] - ETA: 30s 4/36 [==>...........................] - ETA: 29s 5/36 [===>..........................] - ETA: 29s 6/36 [====>.........................] - ETA: 28s 7/36 [====>.........................] - ETA: 27s 8/36 [=====>........................] - ETA: 26s 9/36 [======>.......................] - ETA: 25s 10/36 [=======>......................] - ETA: 24s 11/36 [========>.....................] - ETA: 23s 12/36 [=========>....................] - ETA: 22s 13/36 [=========>....................] - ETA: 21s 14/36 [==========>...................] - ETA: 20s 15/36 [===========>..................] - ETA: 19s 16/36 [============>.................] - ETA: 18s 17/36 [=============>................] - ETA: 17s 18/36 [==============>...............] - ETA: 16s 19/36 [==============>...............] - ETA: 15s 20/36 [===============>..............] - ETA: 15s 21/36 [================>.............] - ETA: 14s 22/36 [=================>............] - ETA: 13s 23/36 [==================>...........] - ETA: 12s 24/36 [===================>..........] - ETA: 11s 25/36 [===================>..........] - ETA: 10s 26/36 [====================>.........] - ETA: 9s  27/36 [=====================>........] - ETA: 8s 28/36 [======================>.......] - ETA: 7s 29/36 [=======================>......] - ETA: 6s 30/36 [========================>.....] - ETA: 5s 31/36 [========================>.....] - ETA: 4s 32/36 [=========================>....] - ETA: 3s 33/36 [==========================>...] - ETA: 2s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 33s 944ms/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 31s 3/36 [=>............................] - ETA: 31s 4/36 [==>...........................] - ETA: 30s 5/36 [===>..........................] - ETA: 29s 6/36 [====>.........................] - ETA: 28s 7/36 [====>.........................] - ETA: 27s 8/36 [=====>........................] - ETA: 26s 9/36 [======>.......................] - ETA: 25s 10/36 [=======>......................] - ETA: 24s 11/36 [========>.....................] - ETA: 23s 12/36 [=========>....................] - ETA: 22s 13/36 [=========>....................] - ETA: 21s 14/36 [==========>...................] - ETA: 20s 15/36 [===========>..................] - ETA: 19s 16/36 [============>.................] - ETA: 18s 17/36 [=============>................] - ETA: 17s 18/36 [==============>...............] - ETA: 16s 19/36 [==============>...............] - ETA: 16s 20/36 [===============>..............] - ETA: 15s 21/36 [================>.............] - ETA: 14s 22/36 [=================>............] - ETA: 13s 23/36 [==================>...........] - ETA: 12s 24/36 [===================>..........] - ETA: 11s 25/36 [===================>..........] - ETA: 10s 26/36 [====================>.........] - ETA: 9s  27/36 [=====================>........] - ETA: 8s 28/36 [======================>.......] - ETA: 7s 29/36 [=======================>......] - ETA: 6s 30/36 [========================>.....] - ETA: 5s 31/36 [========================>.....] - ETA: 4s 32/36 [=========================>....] - ETA: 3s 33/36 [==========================>...] - ETA: 2s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 33s 948ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 32s 3/36 [=>............................] - ETA: 31s 4/36 [==>...........................] - ETA: 30s 5/36 [===>..........................] - ETA: 29s 6/36 [====>.........................] - ETA: 28s 7/36 [====>.........................] - ETA: 27s 8/36 [=====>........................] - ETA: 26s 9/36 [======>.......................] - ETA: 25s 10/36 [=======>......................] - ETA: 24s 11/36 [========>.....................] - ETA: 23s 12/36 [=========>....................] - ETA: 22s 13/36 [=========>....................] - ETA: 21s 14/36 [==========>...................] - ETA: 20s 15/36 [===========>..................] - ETA: 19s 16/36 [============>.................] - ETA: 18s 17/36 [=============>................] - ETA: 17s 18/36 [==============>...............] - ETA: 17s 19/36 [==============>...............] - ETA: 16s 20/36 [===============>..............] - ETA: 15s 21/36 [================>.............] - ETA: 14s 22/36 [=================>............] - ETA: 13s 23/36 [==================>...........] - ETA: 12s 24/36 [===================>..........] - ETA: 11s 25/36 [===================>..........] - ETA: 10s 26/36 [====================>.........] - ETA: 9s  27/36 [=====================>........] - ETA: 8s 28/36 [======================>.......] - ETA: 7s 29/36 [=======================>......] - ETA: 6s 30/36 [========================>.....] - ETA: 5s 31/36 [========================>.....] - ETA: 4s 32/36 [=========================>....] - ETA: 3s 33/36 [==========================>...] - ETA: 2s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 33s 950ms/step Saving marginal footprints 2023-01-18_08-40-25: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//footprints 2023-01-18_08-40-25: 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/ENCSR964WHY//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR964WHY//chrombpnet_model_feb15_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/36 [..............................] - ETA: 8:21 3/36 [=>............................] - ETA: 1s  4/36 [==>...........................] - ETA: 1s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 1s 12/36 [=========>....................] - ETA: 1s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 0s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 29s 410ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 2s 3/36 [=>............................] - ETA: 2s 4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 3s 86ms/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 2s 3/36 [=>............................] - ETA: 2s 4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 1s 19/36 [==============>...............] - ETA: 1s 20/36 [===============>..............] - ETA: 1s 21/36 [================>.............] - ETA: 1s 22/36 [=================>............] - ETA: 1s 23/36 [==================>...........] - ETA: 1s 24/36 [===================>..........] - ETA: 1s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 3s 86ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 2s 3/36 [=>............................] - ETA: 2s 4/36 [==>...........................] - ETA: 2s 5/36 [===>..........................] - ETA: 2s 6/36 [====>.........................] - ETA: 2s 7/36 [====>.........................] - ETA: 2s 8/36 [=====>........................] - ETA: 2s 9/36 [======>.......................] - ETA: 2s 10/36 [=======>......................] - ETA: 2s 11/36 [========>.....................] - ETA: 2s 12/36 [=========>....................] - ETA: 2s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 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[==============================] - 3s 86ms/step Saving marginal footprints