ATAC-seq ATAC_PE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json Fri Sep 23 05:18:58 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA TITAN V On | 00000000:89:00.0 Off | N/A | | 28% 39C P8 26W / 250W | 0MiB / 12288MiB | 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 2022-09-23_05-18-59: 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/ATAC//ENCSR305QTE//preprocessing/bigWigs/ENCSR305QTE.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR305QTE//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR305QTE//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.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/atac_bias_models/fold_2/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr5', 'chr6', 'chr8', 'chr9', 'chr10', 'chr13', 'chr14', 'chr16', 'chr17', 'chr18', 'chr19', 'chr20', 'chr21', 'chrX', 'chr22', 'chr7'] Number of peaks input: 104482 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 104482 Number of peaks input: 21741 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 21741 Number of non peaks input: 105130 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 105130 Number of non peaks input: 21092 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 21092 Number of peaks after removing outliers: 103332 Number of nonpeaks after removing outliers: 93937 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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2858/2936 [============================>.] - ETA: 0s 2863/2936 [============================>.] - ETA: 0s 2869/2936 [============================>.] - ETA: 0s 2875/2936 [============================>.] - ETA: 0s 2881/2936 [============================>.] - ETA: 0s 2887/2936 [============================>.] - ETA: 0s 2893/2936 [============================>.] - ETA: 0s 2899/2936 [============================>.] - ETA: 0s 2905/2936 [============================>.] - ETA: 0s 2911/2936 [============================>.] - ETA: 0s 2917/2936 [============================>.] - ETA: 0s 2923/2936 [============================>.] - ETA: 0s 2929/2936 [============================>.] - ETA: 0s 2935/2936 [============================>.] - ETA: 0s 2936/2936 [==============================] - ETA: 0s 2936/2936 [==============================] - 37s 10ms/step 2022-09-23_05-24-36: 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/ATAC//ENCSR305QTE//preprocessing/bigWigs/ENCSR305QTE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.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': '15.9', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(93938, 10) loading nonpeaks... got split:train for bed regions:(84535, 10) loading peaks... got split:valid for bed regions:(9394, 10) loading nonpeaks... got split:valid for bed regions:(9402, 10) Epoch 1/50 1/1615 [..............................] - ETA: 4:23:23 - loss: 504.5701 - logits_profile_predictions_loss: 465.7801 - logcount_predictions_loss: 2.4396 2/1615 [..............................] - ETA: 15:16 - loss: 5862.3549 - logits_profile_predictions_loss: 489.5914 - logcount_predictions_loss: 337.9096 3/1615 [..............................] - ETA: 15:12 - loss: 6454.1988 - logits_profile_predictions_loss: 488.7308 - logcount_predictions_loss: 375.1866 4/1615 [..............................] - ETA: 15:11 - loss: 6308.6568 - logits_profile_predictions_loss: 490.2311 - logcount_predictions_loss: 365.9387 5/1615 [..............................] - ETA: 15:11 - loss: 6005.6003 - logits_profile_predictions_loss: 488.8049 - logcount_predictions_loss: 346.9682 6/1615 [..............................] - ETA: 15:10 - loss: 5691.0798 - logits_profile_predictions_loss: 493.1747 - logcount_predictions_loss: 326.9122 7/1615 [..............................] - ETA: 15:09 - loss: 5392.4590 - logits_profile_predictions_loss: 494.9205 - logcount_predictions_loss: 308.0213 8/1615 [..............................] - ETA: 15:08 - loss: 5118.6466 - logits_profile_predictions_loss: 494.2015 - logcount_predictions_loss: 290.8456 9/1615 [..............................] - ETA: 15:08 - loss: 4873.5460 - logits_profile_predictions_loss: 494.2444 - logcount_predictions_loss: 275.4278 10/1615 [..............................] - ETA: 15:07 - loss: 4654.9852 - logits_profile_predictions_loss: 495.3228 - logcount_predictions_loss: 261.6140 11/1615 [..............................] - ETA: 15:06 - loss: 4458.6569 - logits_profile_predictions_loss: 496.2676 - logcount_predictions_loss: 249.2069 12/1615 [..............................] - ETA: 15:06 - loss: 4281.0890 - logits_profile_predictions_loss: 496.6545 - logcount_predictions_loss: 238.0147 13/1615 [..............................] - ETA: 15:05 - loss: 4120.0650 - logits_profile_predictions_loss: 496.7545 - logcount_predictions_loss: 227.8811 14/1615 [..............................] - ETA: 15:05 - loss: 3973.2472 - logits_profile_predictions_loss: 496.4640 - logcount_predictions_loss: 218.6656 15/1615 [..............................] - ETA: 15:04 - loss: 3838.8565 - logits_profile_predictions_loss: 495.8791 - logcount_predictions_loss: 210.2501 16/1615 [..............................] - ETA: 15:03 - loss: 3715.6728 - logits_profile_predictions_loss: 495.3195 - logcount_predictions_loss: 202.5379 17/1615 [..............................] - ETA: 15:03 - loss: 3602.5753 - logits_profile_predictions_loss: 495.0128 - logcount_predictions_loss: 195.4442 18/1615 [..............................] - ETA: 15:02 - loss: 3497.8611 - logits_profile_predictions_loss: 494.4685 - logcount_predictions_loss: 188.8926 19/1615 [..............................] - ETA: 15:02 - loss: 3400.7699 - logits_profile_predictions_loss: 493.8780 - logcount_predictions_loss: 182.8234 20/1615 [..............................] - ETA: 15:01 - loss: 3310.6022 - logits_profile_predictions_loss: 493.3611 - logcount_predictions_loss: 177.1850 21/1615 [..............................] - ETA: 15:00 - loss: 3226.6731 - logits_profile_predictions_loss: 492.9480 - logcount_predictions_loss: 171.9324 22/1615 [..............................] - ETA: 15:00 - loss: 3148.4078 - logits_profile_predictions_loss: 492.6859 - logcount_predictions_loss: 167.0265 23/1615 [..............................] - ETA: 14:59 - loss: 3074.9101 - logits_profile_predictions_loss: 492.2589 - logcount_predictions_loss: 162.4309 24/1615 [..............................] - ETA: 14:59 - loss: 3006.0352 - logits_profile_predictions_loss: 491.9565 - logcount_predictions_loss: 158.1181 25/1615 [..............................] - ETA: 14:58 - loss: 2941.2411 - logits_profile_predictions_loss: 491.6707 - logcount_predictions_loss: 154.0610 26/1615 [..............................] - ETA: 14:57 - loss: 2879.9520 - logits_profile_predictions_loss: 491.2161 - logcount_predictions_loss: 150.2349 27/1615 [..............................] - ETA: 14:57 - loss: 2822.0438 - logits_profile_predictions_loss: 490.7625 - logcount_predictions_loss: 146.6215 28/1615 [..............................] - ETA: 14:56 - loss: 2767.2730 - logits_profile_predictions_loss: 490.3470 - logcount_predictions_loss: 143.2029 29/1615 [..............................] - ETA: 14:56 - loss: 2715.2581 - logits_profile_predictions_loss: 489.8595 - logcount_predictions_loss: 139.9622 30/1615 [..............................] - ETA: 14:55 - loss: 2665.8713 - logits_profile_predictions_loss: 489.3824 - logcount_predictions_loss: 136.8861 31/1615 [..............................] - ETA: 14:55 - loss: 2618.8587 - logits_profile_predictions_loss: 488.8764 - logcount_predictions_loss: 133.9611 32/1615 [..............................] - ETA: 14:54 - loss: 2574.1771 - logits_profile_predictions_loss: 488.4590 - logcount_predictions_loss: 131.1772 33/1615 [..............................] - ETA: 14:53 - loss: 2531.5397 - logits_profile_predictions_loss: 488.0228 - logcount_predictions_loss: 128.5231 34/1615 [..............................] - ETA: 14:53 - loss: 2490.8407 - logits_profile_predictions_loss: 487.6024 - logcount_predictions_loss: 125.9898 35/1615 [..............................] - ETA: 14:52 - loss: 2451.9652 - logits_profile_predictions_loss: 487.2149 - logcount_predictions_loss: 123.5692 36/1615 [..............................] - ETA: 14:52 - loss: 2414.7651 - logits_profile_predictions_loss: 486.8359 - logcount_predictions_loss: 121.2534 37/1615 [..............................] - ETA: 14:51 - loss: 2379.1491 - logits_profile_predictions_loss: 486.4782 - logcount_predictions_loss: 119.0359 38/1615 [..............................] - ETA: 14:51 - loss: 2345.0682 - logits_profile_predictions_loss: 486.1905 - logcount_predictions_loss: 116.9105 39/1615 [..............................] - ETA: 14:50 - loss: 2312.3506 - logits_profile_predictions_loss: 485.9048 - logcount_predictions_loss: 114.8708 40/1615 [..............................] - ETA: 14:50 - loss: 2280.9005 - logits_profile_predictions_loss: 485.6100 - logcount_predictions_loss: 112.9113 41/1615 [..............................] - ETA: 14:49 - loss: 2250.6750 - logits_profile_predictions_loss: 485.3372 - logcount_predictions_loss: 111.0275 42/1615 [..............................] - ETA: 14:49 - loss: 2221.6100 - logits_profile_predictions_loss: 485.0893 - logcount_predictions_loss: 109.2151 43/1615 [..............................] - ETA: 14:49 - loss: 2193.5767 - logits_profile_predictions_loss: 484.8131 - logcount_predictions_loss: 107.4694 44/1615 [..............................] - ETA: 14:48 - loss: 2166.5563 - logits_profile_predictions_loss: 484.5446 - logcount_predictions_loss: 105.7869 45/1615 [..............................] - ETA: 14:48 - loss: 2140.4643 - logits_profile_predictions_loss: 484.2580 - logcount_predictions_loss: 104.1639 46/1615 [..............................] - ETA: 14:47 - loss: 2115.3356 - logits_profile_predictions_loss: 484.0304 - logcount_predictions_loss: 102.5978 47/1615 [..............................] - ETA: 14:46 - loss: 2091.0551 - logits_profile_predictions_loss: 483.8011 - logcount_predictions_loss: 101.0852 48/1615 [..............................] - ETA: 14:46 - loss: 2067.6662 - logits_profile_predictions_loss: 483.6505 - logcount_predictions_loss: 99.6236  49/1615 [..............................] - ETA: 14:45 - loss: 2045.0555 - logits_profile_predictions_loss: 483.5149 - logcount_predictions_loss: 98.2101 50/1615 [..............................] - ETA: 14:45 - loss: 2023.1779 - logits_profile_predictions_loss: 483.3875 - logcount_predictions_loss: 96.8422 51/1615 [..............................] - ETA: 14:44 - loss: 2002.0226 - logits_profile_predictions_loss: 483.2908 - logcount_predictions_loss: 95.5177 52/1615 [..............................] - ETA: 14:43 - loss: 1981.5193 - logits_profile_predictions_loss: 483.1912 - logcount_predictions_loss: 94.2345 53/1615 [..............................] - ETA: 14:43 - loss: 1961.6585 - logits_profile_predictions_loss: 483.1089 - logcount_predictions_loss: 92.9905 54/1615 [>.............................] - ETA: 14:42 - loss: 1942.3891 - logits_profile_predictions_loss: 483.0241 - logcount_predictions_loss: 91.7840 55/1615 [>.............................] - ETA: 14:42 - loss: 1923.6890 - logits_profile_predictions_loss: 482.9413 - logcount_predictions_loss: 90.6131 56/1615 [>.............................] - ETA: 14:41 - loss: 1905.5732 - logits_profile_predictions_loss: 482.8958 - logcount_predictions_loss: 89.4766 57/1615 [>.............................] - ETA: 14:41 - loss: 1887.9776 - logits_profile_predictions_loss: 482.8521 - logcount_predictions_loss: 88.3727 58/1615 [>.............................] - ETA: 14:40 - loss: 1870.8860 - logits_profile_predictions_loss: 482.8169 - logcount_predictions_loss: 87.2999 59/1615 [>.............................] - ETA: 14:39 - loss: 1854.2589 - logits_profile_predictions_loss: 482.7740 - logcount_predictions_loss: 86.2569 60/1615 [>.............................] - ETA: 14:39 - loss: 1838.0995 - logits_profile_predictions_loss: 482.7422 - logcount_predictions_loss: 85.2426 61/1615 [>.............................] - ETA: 14:38 - loss: 1822.3682 - logits_profile_predictions_loss: 482.7053 - logcount_predictions_loss: 84.2555 62/1615 [>.............................] - ETA: 14:38 - loss: 1807.0386 - logits_profile_predictions_loss: 482.6563 - logcount_predictions_loss: 83.2945 63/1615 [>.............................] - ETA: 14:37 - loss: 1792.1032 - logits_profile_predictions_loss: 482.6041 - logcount_predictions_loss: 82.3584 64/1615 [>.............................] - ETA: 14:37 - loss: 1777.5531 - logits_profile_predictions_loss: 482.5550 - logcount_predictions_loss: 81.4464 65/1615 [>.............................] - ETA: 14:36 - loss: 1763.3985 - logits_profile_predictions_loss: 482.5313 - logcount_predictions_loss: 80.5577 66/1615 [>.............................] - ETA: 14:35 - loss: 1749.6020 - logits_profile_predictions_loss: 482.5129 - logcount_predictions_loss: 79.6911 67/1615 [>.............................] - ETA: 14:35 - loss: 1736.1355 - logits_profile_predictions_loss: 482.4870 - logcount_predictions_loss: 78.8458 68/1615 [>.............................] - ETA: 14:34 - loss: 1722.9909 - logits_profile_predictions_loss: 482.4568 - logcount_predictions_loss: 78.0210 69/1615 [>.............................] - ETA: 14:34 - loss: 1710.1526 - logits_profile_predictions_loss: 482.4198 - logcount_predictions_loss: 77.2159 70/1615 [>.............................] - ETA: 14:33 - loss: 1697.6179 - logits_profile_predictions_loss: 482.3833 - logcount_predictions_loss: 76.4298 71/1615 [>.............................] - ETA: 14:33 - loss: 1685.3693 - logits_profile_predictions_loss: 482.3421 - logcount_predictions_loss: 75.6621 72/1615 [>.............................] - ETA: 14:32 - loss: 1673.4105 - logits_profile_predictions_loss: 482.3083 - logcount_predictions_loss: 74.9121 73/1615 [>.............................] - ETA: 14:31 - loss: 1661.7083 - logits_profile_predictions_loss: 482.2622 - logcount_predictions_loss: 74.1790 74/1615 [>.............................] - ETA: 14:31 - loss: 1650.2661 - logits_profile_predictions_loss: 482.2152 - logcount_predictions_loss: 73.4623 75/1615 [>.............................] - ETA: 14:30 - loss: 1639.0736 - logits_profile_predictions_loss: 482.1653 - logcount_predictions_loss: 72.7615 76/1615 [>.............................] - ETA: 14:30 - loss: 1628.1314 - logits_profile_predictions_loss: 482.1207 - logcount_predictions_loss: 72.0761 77/1615 [>.............................] - ETA: 14:29 - loss: 1617.4249 - logits_profile_predictions_loss: 482.0749 - logcount_predictions_loss: 71.4057 78/1615 [>.............................] - ETA: 14:29 - loss: 1606.9427 - logits_profile_predictions_loss: 482.0258 - logcount_predictions_loss: 70.7495 79/1615 [>.............................] - ETA: 14:28 - loss: 1596.6782 - logits_profile_predictions_loss: 481.9740 - logcount_predictions_loss: 70.1072 80/1615 [>.............................] - ETA: 14:27 - loss: 1586.6582 - logits_profile_predictions_loss: 481.9494 - logcount_predictions_loss: 69.4785 81/1615 [>.............................] - ETA: 14:27 - loss: 1576.8349 - logits_profile_predictions_loss: 481.9160 - logcount_predictions_loss: 68.8628 82/1615 [>.............................] - ETA: 14:26 - loss: 1567.2216 - logits_profile_predictions_loss: 481.8923 - logcount_predictions_loss: 68.2597 83/1615 [>.............................] - ETA: 14:26 - loss: 1557.7983 - logits_profile_predictions_loss: 481.8656 - logcount_predictions_loss: 67.6687 84/1615 [>.............................] - ETA: 14:25 - loss: 1548.5505 - logits_profile_predictions_loss: 481.8288 - logcount_predictions_loss: 67.0894 85/1615 [>.............................] - ETA: 14:25 - loss: 1539.4796 - logits_profile_predictions_loss: 481.7877 - logcount_predictions_loss: 66.5215 86/1615 [>.............................] - ETA: 14:24 - loss: 1530.5754 - logits_profile_predictions_loss: 481.7380 - 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logcount_predictions_loss: 25.4632 321/1615 [====>.........................] - ETA: 12:11 - loss: 878.2975 - logits_profile_predictions_loss: 474.3347 - logcount_predictions_loss: 25.4065 322/1615 [====>.........................] - ETA: 12:10 - loss: 877.3749 - logits_profile_predictions_loss: 474.3089 - logcount_predictions_loss: 25.3501 323/1615 [=====>........................] - ETA: 12:10 - loss: 876.4574 - logits_profile_predictions_loss: 474.2834 - logcount_predictions_loss: 25.2940 324/1615 [=====>........................] - ETA: 12:09 - loss: 875.5447 - logits_profile_predictions_loss: 474.2578 - logcount_predictions_loss: 25.2382 325/1615 [=====>........................] - ETA: 12:08 - loss: 874.6377 - logits_profile_predictions_loss: 474.2329 - logcount_predictions_loss: 25.1827 326/1615 [=====>........................] - ETA: 12:08 - loss: 873.7348 - logits_profile_predictions_loss: 474.2075 - logcount_predictions_loss: 25.1275 327/1615 [=====>........................] - ETA: 12:07 - loss: 872.8363 - logits_profile_predictions_loss: 474.1817 - logcount_predictions_loss: 25.0726 328/1615 [=====>........................] - ETA: 12:07 - loss: 871.9431 - logits_profile_predictions_loss: 474.1565 - logcount_predictions_loss: 25.0180 329/1615 [=====>........................] - ETA: 12:06 - loss: 871.0540 - logits_profile_predictions_loss: 474.1307 - logcount_predictions_loss: 24.9637 330/1615 [=====>........................] - ETA: 12:06 - loss: 870.1699 - logits_profile_predictions_loss: 474.1053 - logcount_predictions_loss: 24.9097 331/1615 [=====>........................] - ETA: 12:05 - loss: 869.2905 - logits_profile_predictions_loss: 474.0800 - logcount_predictions_loss: 24.8560 332/1615 [=====>........................] - ETA: 12:04 - loss: 868.4157 - logits_profile_predictions_loss: 474.0547 - logcount_predictions_loss: 24.8026 333/1615 [=====>........................] - ETA: 12:04 - loss: 867.5457 - logits_profile_predictions_loss: 474.0295 - logcount_predictions_loss: 24.7495 334/1615 [=====>........................] - ETA: 12:03 - loss: 866.6800 - logits_profile_predictions_loss: 474.0043 - logcount_predictions_loss: 24.6966 335/1615 [=====>........................] - ETA: 12:03 - loss: 865.8189 - logits_profile_predictions_loss: 473.9792 - logcount_predictions_loss: 24.6440 336/1615 [=====>........................] - ETA: 12:02 - loss: 864.9629 - logits_profile_predictions_loss: 473.9547 - logcount_predictions_loss: 24.5917 337/1615 [=====>........................] - ETA: 12:02 - loss: 864.1110 - logits_profile_predictions_loss: 473.9299 - logcount_predictions_loss: 24.5397 338/1615 [=====>........................] - ETA: 12:01 - loss: 863.2633 - logits_profile_predictions_loss: 473.9051 - logcount_predictions_loss: 24.4879 339/1615 [=====>........................] - ETA: 12:00 - loss: 862.4199 - logits_profile_predictions_loss: 473.8802 - logcount_predictions_loss: 24.4365 340/1615 [=====>........................] - ETA: 12:00 - loss: 861.5819 - logits_profile_predictions_loss: 473.8563 - logcount_predictions_loss: 24.3853 341/1615 [=====>........................] - ETA: 11:59 - loss: 860.7490 - logits_profile_predictions_loss: 473.8333 - logcount_predictions_loss: 24.3343 342/1615 [=====>........................] - ETA: 11:59 - loss: 859.9209 - logits_profile_predictions_loss: 473.8107 - logcount_predictions_loss: 24.2837 343/1615 [=====>........................] - ETA: 11:58 - loss: 859.0961 - logits_profile_predictions_loss: 473.7874 - logcount_predictions_loss: 24.2333 344/1615 [=====>........................] - ETA: 11:58 - loss: 858.2753 - logits_profile_predictions_loss: 473.7640 - logcount_predictions_loss: 24.1831 345/1615 [=====>........................] - ETA: 11:57 - loss: 857.4579 - logits_profile_predictions_loss: 473.7400 - logcount_predictions_loss: 24.1332 346/1615 [=====>........................] - ETA: 11:56 - loss: 856.6447 - logits_profile_predictions_loss: 473.7161 - logcount_predictions_loss: 24.0836 347/1615 [=====>........................] - ETA: 11:56 - loss: 855.8354 - logits_profile_predictions_loss: 473.6921 - logcount_predictions_loss: 24.0342 348/1615 [=====>........................] - ETA: 11:55 - loss: 855.0297 - logits_profile_predictions_loss: 473.6677 - logcount_predictions_loss: 23.9850 349/1615 [=====>........................] - ETA: 11:55 - loss: 854.2277 - logits_profile_predictions_loss: 473.6432 - logcount_predictions_loss: 23.9361 350/1615 [=====>........................] - ETA: 11:54 - loss: 853.4296 - logits_profile_predictions_loss: 473.6186 - logcount_predictions_loss: 23.8875 351/1615 [=====>........................] - ETA: 11:54 - loss: 852.6355 - logits_profile_predictions_loss: 473.5941 - logcount_predictions_loss: 23.8391 352/1615 [=====>........................] - ETA: 11:53 - loss: 851.8450 - logits_profile_predictions_loss: 473.5694 - logcount_predictions_loss: 23.7909 353/1615 [=====>........................] - ETA: 11:53 - loss: 851.0591 - logits_profile_predictions_loss: 473.5453 - logcount_predictions_loss: 23.7430 354/1615 [=====>........................] - ETA: 11:52 - loss: 850.2768 - logits_profile_predictions_loss: 473.5210 - logcount_predictions_loss: 23.6953 355/1615 [=====>........................] - ETA: 11:51 - loss: 849.4983 - logits_profile_predictions_loss: 473.4968 - logcount_predictions_loss: 23.6479 356/1615 [=====>........................] - ETA: 11:51 - loss: 848.7233 - logits_profile_predictions_loss: 473.4723 - logcount_predictions_loss: 23.6007 357/1615 [=====>........................] - ETA: 11:50 - loss: 847.9527 - logits_profile_predictions_loss: 473.4483 - logcount_predictions_loss: 23.5537 358/1615 [=====>........................] - ETA: 11:50 - loss: 847.1875 - logits_profile_predictions_loss: 473.4259 - logcount_predictions_loss: 23.5070 359/1615 [=====>........................] - ETA: 11:49 - loss: 846.4251 - logits_profile_predictions_loss: 473.4028 - 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ETA: 11:45 - loss: 841.1903 - logits_profile_predictions_loss: 473.2416 - logcount_predictions_loss: 23.1414 367/1615 [=====>........................] - ETA: 11:45 - loss: 840.4573 - logits_profile_predictions_loss: 473.2193 - logcount_predictions_loss: 23.0967 368/1615 [=====>........................] - ETA: 11:44 - loss: 839.7278 - logits_profile_predictions_loss: 473.1970 - logcount_predictions_loss: 23.0523 369/1615 [=====>........................] - ETA: 11:43 - loss: 839.0023 - logits_profile_predictions_loss: 473.1751 - logcount_predictions_loss: 23.0080 370/1615 [=====>........................] - ETA: 11:43 - loss: 838.2798 - logits_profile_predictions_loss: 473.1530 - logcount_predictions_loss: 22.9640 371/1615 [=====>........................] - ETA: 11:42 - loss: 837.5605 - logits_profile_predictions_loss: 473.1308 - logcount_predictions_loss: 22.9201 372/1615 [=====>........................] - ETA: 11:42 - loss: 836.8447 - logits_profile_predictions_loss: 473.1086 - 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loss: 592.2017 - logits_profile_predictions_loss: 456.7272 - logcount_predictions_loss: 8.5204 1609/1615 [============================>.] - ETA: 3s - loss: 592.1354 - logits_profile_predictions_loss: 456.7177 - logcount_predictions_loss: 8.5168 1610/1615 [============================>.] - ETA: 2s - loss: 592.0691 - logits_profile_predictions_loss: 456.7081 - logcount_predictions_loss: 8.5133 1611/1615 [============================>.] - ETA: 2s - loss: 592.0030 - logits_profile_predictions_loss: 456.6985 - logcount_predictions_loss: 8.5097 1612/1615 [============================>.] - ETA: 1s - loss: 591.9368 - logits_profile_predictions_loss: 456.6890 - logcount_predictions_loss: 8.5062 1613/1615 [============================>.] - ETA: 1s - loss: 591.8708 - logits_profile_predictions_loss: 456.6794 - logcount_predictions_loss: 8.5026 1614/1615 [============================>.] - ETA: 0s - loss: 591.8048 - logits_profile_predictions_loss: 456.6698 - logcount_predictions_loss: 8.4991 1615/1615 [==============================] - ETA: 0s - loss: 591.7388 - logits_profile_predictions_loss: 456.6603 - logcount_predictions_loss: 8.4955 1615/1615 [==============================] - 958s 587ms/step - loss: 591.6730 - logits_profile_predictions_loss: 456.6508 - logcount_predictions_loss: 8.4920 - val_loss: 447.1807 - val_logits_profile_predictions_loss: 436.3904 - val_logcount_predictions_loss: 0.6786 Epoch 00001: val_loss improved from inf to 447.18073, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2/chrombpnet.h5 Epoch 2/50 1/1615 [..............................] - ETA: 15:47 - loss: 525.9823 - logits_profile_predictions_loss: 511.8455 - logcount_predictions_loss: 0.8891 2/1615 [..............................] - ETA: 15:11 - loss: 510.7627 - logits_profile_predictions_loss: 497.1570 - logcount_predictions_loss: 0.8557 3/1615 [..............................] - ETA: 15:09 - loss: 490.9170 - logits_profile_predictions_loss: 476.9303 - logcount_predictions_loss: 0.8797 4/1615 [..............................] - ETA: 15:09 - loss: 475.1920 - logits_profile_predictions_loss: 461.2225 - logcount_predictions_loss: 0.8786 5/1615 [..............................] - ETA: 15:08 - loss: 467.0643 - logits_profile_predictions_loss: 453.1820 - logcount_predictions_loss: 0.8731 6/1615 [..............................] - ETA: 15:07 - loss: 462.0810 - logits_profile_predictions_loss: 448.2202 - logcount_predictions_loss: 0.8717 7/1615 [..............................] - ETA: 15:07 - loss: 459.0634 - logits_profile_predictions_loss: 445.1339 - logcount_predictions_loss: 0.8761 8/1615 [..............................] - ETA: 15:06 - loss: 456.5908 - logits_profile_predictions_loss: 442.6129 - logcount_predictions_loss: 0.8791 9/1615 [..............................] - ETA: 15:06 - loss: 454.9999 - logits_profile_predictions_loss: 440.9663 - logcount_predictions_loss: 0.8826 10/1615 [..............................] - ETA: 15:05 - loss: 454.1557 - logits_profile_predictions_loss: 440.0893 - logcount_predictions_loss: 0.8847 11/1615 [..............................] - ETA: 15:04 - loss: 452.8677 - logits_profile_predictions_loss: 438.8114 - logcount_predictions_loss: 0.8840 12/1615 [..............................] - ETA: 15:04 - loss: 451.6496 - logits_profile_predictions_loss: 437.6064 - logcount_predictions_loss: 0.8832 13/1615 [..............................] - ETA: 15:03 - loss: 450.6715 - logits_profile_predictions_loss: 436.6318 - logcount_predictions_loss: 0.8830 14/1615 [..............................] - ETA: 15:03 - loss: 449.7608 - logits_profile_predictions_loss: 435.7155 - logcount_predictions_loss: 0.8833 15/1615 [..............................] - ETA: 15:02 - loss: 448.8489 - logits_profile_predictions_loss: 434.8183 - logcount_predictions_loss: 0.8824 16/1615 [..............................] - ETA: 15:01 - loss: 447.9427 - logits_profile_predictions_loss: 433.9362 - logcount_predictions_loss: 0.8809 17/1615 [..............................] - ETA: 15:01 - loss: 447.2380 - logits_profile_predictions_loss: 433.2483 - logcount_predictions_loss: 0.8799 18/1615 [..............................] - ETA: 15:00 - loss: 446.5834 - logits_profile_predictions_loss: 432.6110 - logcount_predictions_loss: 0.8788 19/1615 [..............................] - ETA: 15:00 - loss: 446.1619 - logits_profile_predictions_loss: 432.1974 - logcount_predictions_loss: 0.8783 20/1615 [..............................] - ETA: 14:59 - loss: 445.6656 - logits_profile_predictions_loss: 431.7180 - logcount_predictions_loss: 0.8772 21/1615 [..............................] - ETA: 14:59 - loss: 445.2078 - logits_profile_predictions_loss: 431.2828 - logcount_predictions_loss: 0.8758 22/1615 [..............................] - ETA: 14:58 - loss: 444.7636 - logits_profile_predictions_loss: 430.8600 - logcount_predictions_loss: 0.8744 23/1615 [..............................] - ETA: 14:58 - loss: 444.3329 - logits_profile_predictions_loss: 430.4560 - logcount_predictions_loss: 0.8728 24/1615 [..............................] - ETA: 14:57 - loss: 443.8569 - logits_profile_predictions_loss: 430.0120 - logcount_predictions_loss: 0.8707 25/1615 [..............................] - ETA: 14:57 - loss: 443.5283 - logits_profile_predictions_loss: 429.7127 - logcount_predictions_loss: 0.8689 26/1615 [..............................] - ETA: 14:56 - loss: 443.3505 - logits_profile_predictions_loss: 429.5612 - logcount_predictions_loss: 0.8673 27/1615 [..............................] - ETA: 14:55 - loss: 443.2223 - logits_profile_predictions_loss: 429.4600 - logcount_predictions_loss: 0.8655 28/1615 [..............................] - ETA: 14:55 - loss: 443.1268 - logits_profile_predictions_loss: 429.3928 - logcount_predictions_loss: 0.8638 29/1615 [..............................] - ETA: 14:54 - loss: 442.9649 - logits_profile_predictions_loss: 429.2616 - logcount_predictions_loss: 0.8618 30/1615 [..............................] - ETA: 14:54 - loss: 442.7646 - logits_profile_predictions_loss: 429.0911 - logcount_predictions_loss: 0.8600 31/1615 [..............................] - ETA: 14:53 - loss: 442.6254 - logits_profile_predictions_loss: 428.9822 - logcount_predictions_loss: 0.8581 32/1615 [..............................] - ETA: 14:53 - loss: 442.5238 - logits_profile_predictions_loss: 428.9086 - logcount_predictions_loss: 0.8563 33/1615 [..............................] - ETA: 14:52 - loss: 442.4340 - logits_profile_predictions_loss: 428.8462 - logcount_predictions_loss: 0.8546 34/1615 [..............................] - ETA: 14:52 - loss: 442.3627 - logits_profile_predictions_loss: 428.8009 - logcount_predictions_loss: 0.8529 35/1615 [..............................] - ETA: 14:51 - loss: 442.2869 - logits_profile_predictions_loss: 428.7518 - logcount_predictions_loss: 0.8513 36/1615 [..............................] - ETA: 14:51 - loss: 442.1902 - logits_profile_predictions_loss: 428.6796 - logcount_predictions_loss: 0.8497 37/1615 [..............................] - ETA: 14:50 - loss: 442.1496 - logits_profile_predictions_loss: 428.6602 - logcount_predictions_loss: 0.8484 38/1615 [..............................] - ETA: 14:49 - loss: 442.0918 - logits_profile_predictions_loss: 428.6231 - logcount_predictions_loss: 0.8471 39/1615 [..............................] - ETA: 14:49 - loss: 442.0106 - logits_profile_predictions_loss: 428.5625 - logcount_predictions_loss: 0.8458 40/1615 [..............................] - ETA: 14:48 - loss: 441.9554 - logits_profile_predictions_loss: 428.5288 - logcount_predictions_loss: 0.8444 41/1615 [..............................] - ETA: 14:48 - loss: 441.8620 - logits_profile_predictions_loss: 428.4572 - logcount_predictions_loss: 0.8431 42/1615 [..............................] - ETA: 14:48 - loss: 441.7393 - logits_profile_predictions_loss: 428.3557 - logcount_predictions_loss: 0.8417 43/1615 [..............................] - ETA: 14:47 - loss: 441.6070 - logits_profile_predictions_loss: 428.2445 - logcount_predictions_loss: 0.8404 44/1615 [..............................] - ETA: 14:47 - loss: 441.4461 - logits_profile_predictions_loss: 428.1047 - logcount_predictions_loss: 0.8391 45/1615 [..............................] - ETA: 14:46 - loss: 441.2969 - logits_profile_predictions_loss: 427.9751 - logcount_predictions_loss: 0.8378 46/1615 [..............................] - ETA: 14:45 - loss: 441.1607 - logits_profile_predictions_loss: 427.8575 - logcount_predictions_loss: 0.8367 47/1615 [..............................] - ETA: 14:45 - loss: 441.0190 - logits_profile_predictions_loss: 427.7348 - logcount_predictions_loss: 0.8355 48/1615 [..............................] - ETA: 14:44 - loss: 440.8551 - logits_profile_predictions_loss: 427.5887 - logcount_predictions_loss: 0.8344 49/1615 [..............................] - ETA: 14:44 - loss: 440.7027 - logits_profile_predictions_loss: 427.4527 - logcount_predictions_loss: 0.8333 50/1615 [..............................] - ETA: 14:43 - loss: 440.5865 - logits_profile_predictions_loss: 427.3521 - logcount_predictions_loss: 0.8324 51/1615 [..............................] - ETA: 14:43 - loss: 440.5056 - logits_profile_predictions_loss: 427.2866 - logcount_predictions_loss: 0.8314 52/1615 [..............................] - ETA: 14:42 - loss: 440.4298 - logits_profile_predictions_loss: 427.2265 - logcount_predictions_loss: 0.8304 53/1615 [..............................] - ETA: 14:41 - loss: 440.3450 - logits_profile_predictions_loss: 427.1575 - logcount_predictions_loss: 0.8294 54/1615 [>.............................] - ETA: 14:41 - loss: 440.2579 - logits_profile_predictions_loss: 427.0852 - logcount_predictions_loss: 0.8285 55/1615 [>.............................] - ETA: 14:40 - loss: 440.1771 - logits_profile_predictions_loss: 427.0188 - logcount_predictions_loss: 0.8276 56/1615 [>.............................] - ETA: 14:40 - loss: 440.0899 - logits_profile_predictions_loss: 426.9453 - logcount_predictions_loss: 0.8267 57/1615 [>.............................] - ETA: 14:39 - loss: 439.9951 - logits_profile_predictions_loss: 426.8644 - logcount_predictions_loss: 0.8258 58/1615 [>.............................] - ETA: 14:39 - loss: 439.8959 - logits_profile_predictions_loss: 426.7785 - logcount_predictions_loss: 0.8250 59/1615 [>.............................] - ETA: 14:38 - loss: 439.7942 - logits_profile_predictions_loss: 426.6889 - logcount_predictions_loss: 0.8242 60/1615 [>.............................] - ETA: 14:37 - loss: 439.6857 - logits_profile_predictions_loss: 426.5921 - logcount_predictions_loss: 0.8235 61/1615 [>.............................] - ETA: 14:37 - loss: 439.5688 - logits_profile_predictions_loss: 426.4875 - logcount_predictions_loss: 0.8227 62/1615 [>.............................] - ETA: 14:36 - loss: 439.4568 - logits_profile_predictions_loss: 426.3869 - logcount_predictions_loss: 0.8220 63/1615 [>.............................] - ETA: 14:36 - loss: 439.3433 - logits_profile_predictions_loss: 426.2850 - logcount_predictions_loss: 0.8213 64/1615 [>.............................] - ETA: 14:35 - loss: 439.2444 - logits_profile_predictions_loss: 426.1973 - logcount_predictions_loss: 0.8206 65/1615 [>.............................] - ETA: 14:35 - loss: 439.1482 - logits_profile_predictions_loss: 426.1122 - logcount_predictions_loss: 0.8199 66/1615 [>.............................] - ETA: 14:34 - loss: 439.0644 - logits_profile_predictions_loss: 426.0395 - logcount_predictions_loss: 0.8192 67/1615 [>.............................] - ETA: 14:33 - loss: 439.0061 - logits_profile_predictions_loss: 425.9913 - logcount_predictions_loss: 0.8185 68/1615 [>.............................] - ETA: 14:33 - loss: 438.9562 - 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[>.............................] - ETA: 14:29 - loss: 438.6342 - logits_profile_predictions_loss: 425.6893 - logcount_predictions_loss: 0.8141 76/1615 [>.............................] - ETA: 14:28 - loss: 438.5828 - logits_profile_predictions_loss: 425.6454 - logcount_predictions_loss: 0.8137 77/1615 [>.............................] - ETA: 14:28 - loss: 438.5313 - logits_profile_predictions_loss: 425.6009 - logcount_predictions_loss: 0.8132 78/1615 [>.............................] - ETA: 14:27 - loss: 438.4799 - logits_profile_predictions_loss: 425.5558 - logcount_predictions_loss: 0.8128 79/1615 [>.............................] - ETA: 14:27 - loss: 438.4336 - logits_profile_predictions_loss: 425.5157 - logcount_predictions_loss: 0.8124 80/1615 [>.............................] - ETA: 14:26 - loss: 438.3981 - logits_profile_predictions_loss: 425.4862 - logcount_predictions_loss: 0.8121 81/1615 [>.............................] - ETA: 14:25 - loss: 438.3721 - logits_profile_predictions_loss: 425.4664 - logcount_predictions_loss: 0.8117 82/1615 [>.............................] - ETA: 14:25 - loss: 438.3422 - logits_profile_predictions_loss: 425.4428 - logcount_predictions_loss: 0.8113 83/1615 [>.............................] - ETA: 14:24 - loss: 438.3143 - logits_profile_predictions_loss: 425.4213 - logcount_predictions_loss: 0.8109 84/1615 [>.............................] - ETA: 14:24 - loss: 438.2784 - logits_profile_predictions_loss: 425.3919 - logcount_predictions_loss: 0.8105 85/1615 [>.............................] - ETA: 14:23 - loss: 438.2470 - logits_profile_predictions_loss: 425.3668 - logcount_predictions_loss: 0.8101 86/1615 [>.............................] - ETA: 14:23 - loss: 438.2262 - logits_profile_predictions_loss: 425.3520 - logcount_predictions_loss: 0.8097 87/1615 [>.............................] - ETA: 14:22 - loss: 438.2101 - logits_profile_predictions_loss: 425.3412 - logcount_predictions_loss: 0.8094 88/1615 [>.............................] - ETA: 14:21 - loss: 438.1898 - logits_profile_predictions_loss: 425.3261 - logcount_predictions_loss: 0.8090 89/1615 [>.............................] - ETA: 14:21 - loss: 438.1663 - logits_profile_predictions_loss: 425.3079 - logcount_predictions_loss: 0.8087 90/1615 [>.............................] - ETA: 14:20 - loss: 438.1517 - logits_profile_predictions_loss: 425.2983 - logcount_predictions_loss: 0.8084 91/1615 [>.............................] - ETA: 14:20 - loss: 438.1402 - logits_profile_predictions_loss: 425.2918 - logcount_predictions_loss: 0.8081 92/1615 [>.............................] - ETA: 14:19 - loss: 438.1210 - logits_profile_predictions_loss: 425.2772 - logcount_predictions_loss: 0.8078 93/1615 [>.............................] - ETA: 14:19 - loss: 438.1036 - logits_profile_predictions_loss: 425.2642 - logcount_predictions_loss: 0.8075 94/1615 [>.............................] - ETA: 14:18 - loss: 438.0846 - logits_profile_predictions_loss: 425.2499 - logcount_predictions_loss: 0.8072 95/1615 [>.............................] - ETA: 14:17 - loss: 438.0640 - logits_profile_predictions_loss: 425.2339 - logcount_predictions_loss: 0.8069 96/1615 [>.............................] - ETA: 14:17 - loss: 438.0397 - logits_profile_predictions_loss: 425.2144 - logcount_predictions_loss: 0.8066 97/1615 [>.............................] - ETA: 14:16 - loss: 438.0169 - logits_profile_predictions_loss: 425.1962 - logcount_predictions_loss: 0.8063 98/1615 [>.............................] - ETA: 14:16 - loss: 437.9952 - logits_profile_predictions_loss: 425.1792 - logcount_predictions_loss: 0.8060 99/1615 [>.............................] - ETA: 14:15 - loss: 437.9719 - logits_profile_predictions_loss: 425.1606 - logcount_predictions_loss: 0.8057 100/1615 [>.............................] - ETA: 14:15 - loss: 437.9476 - logits_profile_predictions_loss: 425.1411 - logcount_predictions_loss: 0.8054 101/1615 [>.............................] - ETA: 14:14 - loss: 437.9249 - logits_profile_predictions_loss: 425.1232 - logcount_predictions_loss: 0.8051 102/1615 [>.............................] - ETA: 14:13 - loss: 437.9038 - logits_profile_predictions_loss: 425.1067 - logcount_predictions_loss: 0.8048 103/1615 [>.............................] - ETA: 14:13 - loss: 437.8809 - logits_profile_predictions_loss: 425.0886 - logcount_predictions_loss: 0.8045 104/1615 [>.............................] - ETA: 14:12 - loss: 437.8605 - logits_profile_predictions_loss: 425.0732 - logcount_predictions_loss: 0.8042 105/1615 [>.............................] - ETA: 14:12 - loss: 437.8446 - logits_profile_predictions_loss: 425.0618 - logcount_predictions_loss: 0.8039 106/1615 [>.............................] - ETA: 14:11 - loss: 437.8287 - logits_profile_predictions_loss: 425.0503 - logcount_predictions_loss: 0.8037 107/1615 [>.............................] - ETA: 14:11 - loss: 437.8177 - logits_profile_predictions_loss: 425.0434 - logcount_predictions_loss: 0.8034 108/1615 [=>............................] - ETA: 14:10 - loss: 437.8014 - logits_profile_predictions_loss: 425.0314 - logcount_predictions_loss: 0.8031 109/1615 [=>............................] - ETA: 14:09 - loss: 437.7791 - logits_profile_predictions_loss: 425.0135 - logcount_predictions_loss: 0.8029 110/1615 [=>............................] - ETA: 14:09 - loss: 437.7557 - logits_profile_predictions_loss: 424.9946 - logcount_predictions_loss: 0.8026 111/1615 [=>............................] - ETA: 14:08 - loss: 437.7299 - logits_profile_predictions_loss: 424.9732 - logcount_predictions_loss: 0.8023 112/1615 [=>............................] - ETA: 14:08 - loss: 437.7043 - logits_profile_predictions_loss: 424.9521 - logcount_predictions_loss: 0.8020 113/1615 [=>............................] - ETA: 14:07 - loss: 437.6721 - logits_profile_predictions_loss: 424.9244 - logcount_predictions_loss: 0.8017 114/1615 [=>............................] - ETA: 14:07 - loss: 437.6360 - logits_profile_predictions_loss: 424.8930 - logcount_predictions_loss: 0.8014 115/1615 [=>............................] - ETA: 14:06 - loss: 437.6054 - logits_profile_predictions_loss: 424.8668 - logcount_predictions_loss: 0.8012 116/1615 [=>............................] - ETA: 14:05 - loss: 437.5719 - logits_profile_predictions_loss: 424.8379 - logcount_predictions_loss: 0.8009 117/1615 [=>............................] - ETA: 14:05 - loss: 437.5390 - logits_profile_predictions_loss: 424.8098 - logcount_predictions_loss: 0.8006 118/1615 [=>............................] - ETA: 14:04 - loss: 437.5063 - logits_profile_predictions_loss: 424.7819 - logcount_predictions_loss: 0.8003 119/1615 [=>............................] - ETA: 14:04 - loss: 437.4761 - logits_profile_predictions_loss: 424.7565 - logcount_predictions_loss: 0.8000 120/1615 [=>............................] - ETA: 14:03 - loss: 437.4463 - 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[===>..........................] - ETA: 13:01 - loss: 433.8853 - logits_profile_predictions_loss: 421.6211 - logcount_predictions_loss: 0.7713 232/1615 [===>..........................] - ETA: 13:00 - loss: 433.8544 - logits_profile_predictions_loss: 421.5933 - logcount_predictions_loss: 0.7711 233/1615 [===>..........................] - ETA: 13:00 - loss: 433.8236 - logits_profile_predictions_loss: 421.5654 - logcount_predictions_loss: 0.7709 234/1615 [===>..........................] - ETA: 12:59 - loss: 433.7933 - logits_profile_predictions_loss: 421.5381 - logcount_predictions_loss: 0.7708 235/1615 [===>..........................] - ETA: 12:58 - loss: 433.7633 - logits_profile_predictions_loss: 421.5110 - logcount_predictions_loss: 0.7706 236/1615 [===>..........................] - ETA: 12:58 - loss: 433.7334 - logits_profile_predictions_loss: 421.4840 - logcount_predictions_loss: 0.7704 237/1615 [===>..........................] - ETA: 12:57 - loss: 433.7038 - 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[=====>........................] - ETA: 12:02 - loss: 431.3873 - logits_profile_predictions_loss: 419.3466 - logcount_predictions_loss: 0.7573 336/1615 [=====>........................] - ETA: 12:01 - loss: 431.3693 - logits_profile_predictions_loss: 419.3303 - logcount_predictions_loss: 0.7572 337/1615 [=====>........................] - ETA: 12:01 - loss: 431.3513 - logits_profile_predictions_loss: 419.3141 - logcount_predictions_loss: 0.7571 338/1615 [=====>........................] - ETA: 12:00 - loss: 431.3331 - logits_profile_predictions_loss: 419.2977 - logcount_predictions_loss: 0.7569 339/1615 [=====>........................] - ETA: 12:00 - loss: 431.3145 - logits_profile_predictions_loss: 419.2809 - logcount_predictions_loss: 0.7568 340/1615 [=====>........................] - ETA: 11:59 - loss: 431.2955 - logits_profile_predictions_loss: 419.2637 - logcount_predictions_loss: 0.7567 341/1615 [=====>........................] - ETA: 11:59 - loss: 431.2767 - 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[=====>........................] - ETA: 11:55 - loss: 431.1504 - logits_profile_predictions_loss: 419.1325 - logcount_predictions_loss: 0.7558 349/1615 [=====>........................] - ETA: 11:54 - loss: 431.1331 - logits_profile_predictions_loss: 419.1168 - logcount_predictions_loss: 0.7557 350/1615 [=====>........................] - ETA: 11:53 - loss: 431.1157 - logits_profile_predictions_loss: 419.1011 - logcount_predictions_loss: 0.7556 351/1615 [=====>........................] - ETA: 11:53 - loss: 431.0979 - logits_profile_predictions_loss: 419.0850 - logcount_predictions_loss: 0.7555 352/1615 [=====>........................] - ETA: 11:52 - loss: 431.0803 - logits_profile_predictions_loss: 419.0691 - logcount_predictions_loss: 0.7554 353/1615 [=====>........................] - ETA: 11:52 - loss: 431.0634 - logits_profile_predictions_loss: 419.0538 - logcount_predictions_loss: 0.7553 354/1615 [=====>........................] - ETA: 11:51 - loss: 431.0462 - 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1615/1615 [==============================] - 945s 585ms/step - loss: 423.4788 - logits_profile_predictions_loss: 412.4577 - logcount_predictions_loss: 0.6932 - val_loss: 435.5623 - val_logits_profile_predictions_loss: 426.6014 - val_logcount_predictions_loss: 0.5636 Epoch 00002: val_loss improved from 447.18073 to 435.56229, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2/chrombpnet.h5 Epoch 3/50 1/1615 [..............................] - ETA: 15:42 - loss: 434.5547 - logits_profile_predictions_loss: 424.8758 - logcount_predictions_loss: 0.6087 2/1615 [..............................] - ETA: 15:09 - loss: 409.7894 - logits_profile_predictions_loss: 400.5856 - logcount_predictions_loss: 0.5789 3/1615 [..............................] - ETA: 15:10 - loss: 404.3195 - logits_profile_predictions_loss: 394.4059 - logcount_predictions_loss: 0.6235 4/1615 [..............................] - ETA: 15:09 - loss: 404.5563 - 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[..............................] - ETA: 15:04 - loss: 404.7314 - logits_profile_predictions_loss: 393.7590 - logcount_predictions_loss: 0.6901 12/1615 [..............................] - ETA: 15:04 - loss: 405.2646 - logits_profile_predictions_loss: 394.3112 - logcount_predictions_loss: 0.6889 13/1615 [..............................] - ETA: 15:03 - loss: 405.9579 - logits_profile_predictions_loss: 395.0296 - logcount_predictions_loss: 0.6873 14/1615 [..............................] - ETA: 15:03 - loss: 406.7576 - logits_profile_predictions_loss: 395.8529 - logcount_predictions_loss: 0.6858 15/1615 [..............................] - ETA: 15:02 - loss: 407.4555 - logits_profile_predictions_loss: 396.5758 - logcount_predictions_loss: 0.6843 16/1615 [..............................] - ETA: 15:02 - loss: 408.0282 - logits_profile_predictions_loss: 397.1674 - logcount_predictions_loss: 0.6831 17/1615 [..............................] - ETA: 15:01 - loss: 408.3843 - 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[..............................] - ETA: 14:57 - loss: 409.4754 - logits_profile_predictions_loss: 398.6759 - logcount_predictions_loss: 0.6792 25/1615 [..............................] - ETA: 14:57 - loss: 409.5580 - logits_profile_predictions_loss: 398.7596 - logcount_predictions_loss: 0.6791 26/1615 [..............................] - ETA: 14:56 - loss: 409.5277 - logits_profile_predictions_loss: 398.7342 - logcount_predictions_loss: 0.6788 27/1615 [..............................] - ETA: 14:56 - loss: 409.4989 - logits_profile_predictions_loss: 398.7152 - logcount_predictions_loss: 0.6782 28/1615 [..............................] - ETA: 14:55 - loss: 409.4945 - logits_profile_predictions_loss: 398.7216 - logcount_predictions_loss: 0.6775 29/1615 [..............................] - ETA: 14:54 - loss: 409.4836 - logits_profile_predictions_loss: 398.7217 - logcount_predictions_loss: 0.6769 30/1615 [..............................] - ETA: 14:54 - loss: 409.4486 - 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[..............................] - ETA: 14:50 - loss: 409.9983 - logits_profile_predictions_loss: 399.3559 - logcount_predictions_loss: 0.6693 38/1615 [..............................] - ETA: 14:49 - loss: 410.0614 - logits_profile_predictions_loss: 399.4328 - logcount_predictions_loss: 0.6685 39/1615 [..............................] - ETA: 14:49 - loss: 410.1488 - logits_profile_predictions_loss: 399.5316 - logcount_predictions_loss: 0.6678 40/1615 [..............................] - ETA: 14:48 - loss: 410.1726 - logits_profile_predictions_loss: 399.5674 - logcount_predictions_loss: 0.6670 41/1615 [..............................] - ETA: 14:48 - loss: 410.2257 - logits_profile_predictions_loss: 399.6320 - logcount_predictions_loss: 0.6663 42/1615 [..............................] - ETA: 14:47 - loss: 410.2511 - logits_profile_predictions_loss: 399.6692 - logcount_predictions_loss: 0.6655 43/1615 [..............................] - ETA: 14:46 - loss: 410.2424 - 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[==>...........................] - ETA: 13:22 - loss: 409.3625 - logits_profile_predictions_loss: 399.5245 - logcount_predictions_loss: 0.6187 194/1615 [==>...........................] - ETA: 13:21 - loss: 409.3541 - logits_profile_predictions_loss: 399.5187 - logcount_predictions_loss: 0.6186 195/1615 [==>...........................] - ETA: 13:21 - loss: 409.3482 - logits_profile_predictions_loss: 399.5154 - logcount_predictions_loss: 0.6184 196/1615 [==>...........................] - ETA: 13:20 - loss: 409.3417 - logits_profile_predictions_loss: 399.5115 - logcount_predictions_loss: 0.6183 197/1615 [==>...........................] - ETA: 13:20 - loss: 409.3344 - logits_profile_predictions_loss: 399.5067 - logcount_predictions_loss: 0.6181 198/1615 [==>...........................] - ETA: 13:19 - loss: 409.3301 - logits_profile_predictions_loss: 399.5049 - logcount_predictions_loss: 0.6179 199/1615 [==>...........................] - ETA: 13:19 - loss: 409.3253 - 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[==>...........................] - ETA: 13:15 - loss: 409.2911 - logits_profile_predictions_loss: 399.4861 - logcount_predictions_loss: 0.6167 207/1615 [==>...........................] - ETA: 13:14 - loss: 409.2867 - logits_profile_predictions_loss: 399.4842 - logcount_predictions_loss: 0.6165 208/1615 [==>...........................] - ETA: 13:14 - loss: 409.2811 - logits_profile_predictions_loss: 399.4810 - logcount_predictions_loss: 0.6164 209/1615 [==>...........................] - ETA: 13:13 - loss: 409.2747 - logits_profile_predictions_loss: 399.4769 - logcount_predictions_loss: 0.6162 210/1615 [==>...........................] - ETA: 13:12 - loss: 409.2686 - logits_profile_predictions_loss: 399.4732 - logcount_predictions_loss: 0.6161 211/1615 [==>...........................] - ETA: 13:12 - loss: 409.2637 - logits_profile_predictions_loss: 399.4706 - logcount_predictions_loss: 0.6159 212/1615 [==>...........................] - ETA: 13:11 - loss: 409.2581 - logits_profile_predictions_loss: 399.4672 - logcount_predictions_loss: 0.6158 213/1615 [==>...........................] - ETA: 13:11 - loss: 409.2533 - logits_profile_predictions_loss: 399.4645 - logcount_predictions_loss: 0.6156 214/1615 [==>...........................] - ETA: 13:10 - loss: 409.2479 - logits_profile_predictions_loss: 399.4613 - logcount_predictions_loss: 0.6155 215/1615 [==>...........................] - ETA: 13:10 - loss: 409.2426 - logits_profile_predictions_loss: 399.4581 - logcount_predictions_loss: 0.6154 216/1615 [===>..........................] - ETA: 13:09 - loss: 409.2361 - logits_profile_predictions_loss: 399.4538 - logcount_predictions_loss: 0.6152 217/1615 [===>..........................] - ETA: 13:09 - loss: 409.2290 - logits_profile_predictions_loss: 399.4489 - logcount_predictions_loss: 0.6151 218/1615 [===>..........................] - ETA: 13:08 - loss: 409.2230 - logits_profile_predictions_loss: 399.4450 - logcount_predictions_loss: 0.6150 219/1615 [===>..........................] - ETA: 13:07 - loss: 409.2161 - logits_profile_predictions_loss: 399.4403 - logcount_predictions_loss: 0.6148 220/1615 [===>..........................] - ETA: 13:07 - loss: 409.2091 - logits_profile_predictions_loss: 399.4355 - logcount_predictions_loss: 0.6147 221/1615 [===>..........................] - ETA: 13:06 - loss: 409.2028 - logits_profile_predictions_loss: 399.4314 - logcount_predictions_loss: 0.6146 222/1615 [===>..........................] - ETA: 13:06 - loss: 409.1976 - logits_profile_predictions_loss: 399.4283 - logcount_predictions_loss: 0.6144 223/1615 [===>..........................] - ETA: 13:05 - loss: 409.1912 - logits_profile_predictions_loss: 399.4240 - logcount_predictions_loss: 0.6143 224/1615 [===>..........................] - ETA: 13:05 - loss: 409.1853 - logits_profile_predictions_loss: 399.4202 - logcount_predictions_loss: 0.6142 225/1615 [===>..........................] - ETA: 13:04 - loss: 409.1792 - logits_profile_predictions_loss: 399.4162 - logcount_predictions_loss: 0.6140 226/1615 [===>..........................] - ETA: 13:03 - loss: 409.1723 - logits_profile_predictions_loss: 399.4113 - logcount_predictions_loss: 0.6139 227/1615 [===>..........................] - ETA: 13:03 - loss: 409.1654 - logits_profile_predictions_loss: 399.4065 - logcount_predictions_loss: 0.6138 228/1615 [===>..........................] - ETA: 13:02 - loss: 409.1577 - logits_profile_predictions_loss: 399.4006 - logcount_predictions_loss: 0.6136 229/1615 [===>..........................] - ETA: 13:02 - loss: 409.1482 - logits_profile_predictions_loss: 399.3931 - logcount_predictions_loss: 0.6135 230/1615 [===>..........................] - ETA: 13:01 - loss: 409.1374 - logits_profile_predictions_loss: 399.3843 - logcount_predictions_loss: 0.6134 231/1615 [===>..........................] - ETA: 13:01 - loss: 409.1271 - logits_profile_predictions_loss: 399.3760 - logcount_predictions_loss: 0.6133 232/1615 [===>..........................] - ETA: 13:00 - loss: 409.1180 - logits_profile_predictions_loss: 399.3688 - logcount_predictions_loss: 0.6132 233/1615 [===>..........................] - ETA: 12:59 - loss: 409.1093 - logits_profile_predictions_loss: 399.3620 - logcount_predictions_loss: 0.6130 234/1615 [===>..........................] - ETA: 12:59 - loss: 409.1012 - logits_profile_predictions_loss: 399.3556 - logcount_predictions_loss: 0.6129 235/1615 [===>..........................] - ETA: 12:58 - loss: 409.0927 - logits_profile_predictions_loss: 399.3489 - logcount_predictions_loss: 0.6128 236/1615 [===>..........................] - ETA: 12:58 - loss: 409.0839 - logits_profile_predictions_loss: 399.3419 - logcount_predictions_loss: 0.6127 237/1615 [===>..........................] - ETA: 12:57 - loss: 409.0769 - logits_profile_predictions_loss: 399.3367 - logcount_predictions_loss: 0.6126 238/1615 [===>..........................] - ETA: 12:57 - loss: 409.0699 - logits_profile_predictions_loss: 399.3314 - logcount_predictions_loss: 0.6125 239/1615 [===>..........................] - ETA: 12:56 - loss: 409.0615 - logits_profile_predictions_loss: 399.3248 - logcount_predictions_loss: 0.6124 240/1615 [===>..........................] - ETA: 12:56 - loss: 409.0544 - logits_profile_predictions_loss: 399.3194 - logcount_predictions_loss: 0.6123 241/1615 [===>..........................] - ETA: 12:55 - loss: 409.0468 - logits_profile_predictions_loss: 399.3135 - logcount_predictions_loss: 0.6122 242/1615 [===>..........................] - ETA: 12:54 - loss: 409.0405 - logits_profile_predictions_loss: 399.3089 - logcount_predictions_loss: 0.6121 243/1615 [===>..........................] - ETA: 12:54 - loss: 409.0344 - logits_profile_predictions_loss: 399.3044 - logcount_predictions_loss: 0.6119 244/1615 [===>..........................] - ETA: 12:53 - loss: 409.0280 - logits_profile_predictions_loss: 399.2997 - logcount_predictions_loss: 0.6118 245/1615 [===>..........................] - ETA: 12:53 - loss: 409.0212 - logits_profile_predictions_loss: 399.2947 - logcount_predictions_loss: 0.6117 246/1615 [===>..........................] - ETA: 12:52 - loss: 409.0140 - logits_profile_predictions_loss: 399.2892 - logcount_predictions_loss: 0.6116 247/1615 [===>..........................] - ETA: 12:52 - loss: 409.0062 - logits_profile_predictions_loss: 399.2831 - logcount_predictions_loss: 0.6115 248/1615 [===>..........................] - ETA: 12:51 - loss: 408.9981 - logits_profile_predictions_loss: 399.2767 - logcount_predictions_loss: 0.6114 249/1615 [===>..........................] - ETA: 12:50 - loss: 408.9899 - logits_profile_predictions_loss: 399.2702 - logcount_predictions_loss: 0.6113 250/1615 [===>..........................] - ETA: 12:50 - loss: 408.9816 - logits_profile_predictions_loss: 399.2637 - logcount_predictions_loss: 0.6112 251/1615 [===>..........................] - ETA: 12:49 - loss: 408.9734 - logits_profile_predictions_loss: 399.2573 - logcount_predictions_loss: 0.6111 252/1615 [===>..........................] - ETA: 12:49 - loss: 408.9643 - logits_profile_predictions_loss: 399.2499 - logcount_predictions_loss: 0.6110 253/1615 [===>..........................] - ETA: 12:48 - loss: 408.9552 - logits_profile_predictions_loss: 399.2425 - logcount_predictions_loss: 0.6109 254/1615 [===>..........................] - ETA: 12:48 - loss: 408.9459 - logits_profile_predictions_loss: 399.2349 - logcount_predictions_loss: 0.6108 255/1615 [===>..........................] - ETA: 12:47 - loss: 408.9355 - logits_profile_predictions_loss: 399.2263 - logcount_predictions_loss: 0.6106 256/1615 [===>..........................] - ETA: 12:46 - loss: 408.9256 - logits_profile_predictions_loss: 399.2182 - logcount_predictions_loss: 0.6105 257/1615 [===>..........................] - ETA: 12:46 - loss: 408.9168 - logits_profile_predictions_loss: 399.2111 - logcount_predictions_loss: 0.6104 258/1615 [===>..........................] - ETA: 12:45 - loss: 408.9084 - logits_profile_predictions_loss: 399.2045 - logcount_predictions_loss: 0.6103 259/1615 [===>..........................] - ETA: 12:45 - loss: 408.8993 - logits_profile_predictions_loss: 399.1972 - logcount_predictions_loss: 0.6102 260/1615 [===>..........................] - ETA: 12:44 - loss: 408.8911 - logits_profile_predictions_loss: 399.1907 - logcount_predictions_loss: 0.6101 261/1615 [===>..........................] - ETA: 12:44 - loss: 408.8823 - logits_profile_predictions_loss: 399.1836 - logcount_predictions_loss: 0.6100 262/1615 [===>..........................] - ETA: 12:43 - loss: 408.8730 - logits_profile_predictions_loss: 399.1760 - logcount_predictions_loss: 0.6099 263/1615 [===>..........................] - ETA: 12:43 - loss: 408.8644 - logits_profile_predictions_loss: 399.1691 - logcount_predictions_loss: 0.6098 264/1615 [===>..........................] - ETA: 12:42 - loss: 408.8555 - logits_profile_predictions_loss: 399.1618 - logcount_predictions_loss: 0.6097 265/1615 [===>..........................] - ETA: 12:41 - loss: 408.8476 - logits_profile_predictions_loss: 399.1556 - logcount_predictions_loss: 0.6096 266/1615 [===>..........................] - ETA: 12:41 - loss: 408.8402 - logits_profile_predictions_loss: 399.1499 - logcount_predictions_loss: 0.6095 267/1615 [===>..........................] - ETA: 12:40 - loss: 408.8328 - logits_profile_predictions_loss: 399.1442 - logcount_predictions_loss: 0.6094 268/1615 [===>..........................] - ETA: 12:40 - loss: 408.8267 - logits_profile_predictions_loss: 399.1396 - logcount_predictions_loss: 0.6093 269/1615 [===>..........................] - ETA: 12:39 - loss: 408.8211 - logits_profile_predictions_loss: 399.1356 - logcount_predictions_loss: 0.6091 270/1615 [====>.........................] - ETA: 12:39 - loss: 408.8155 - logits_profile_predictions_loss: 399.1316 - logcount_predictions_loss: 0.6090 271/1615 [====>.........................] - ETA: 12:38 - loss: 408.8111 - logits_profile_predictions_loss: 399.1288 - logcount_predictions_loss: 0.6089 272/1615 [====>.........................] - ETA: 12:37 - loss: 408.8068 - logits_profile_predictions_loss: 399.1262 - logcount_predictions_loss: 0.6088 273/1615 [====>.........................] - ETA: 12:37 - loss: 408.8025 - logits_profile_predictions_loss: 399.1235 - logcount_predictions_loss: 0.6087 274/1615 [====>.........................] - ETA: 12:36 - loss: 408.7979 - logits_profile_predictions_loss: 399.1204 - logcount_predictions_loss: 0.6086 275/1615 [====>.........................] - ETA: 12:36 - loss: 408.7941 - logits_profile_predictions_loss: 399.1181 - logcount_predictions_loss: 0.6086 276/1615 [====>.........................] - ETA: 12:35 - loss: 408.7904 - logits_profile_predictions_loss: 399.1158 - logcount_predictions_loss: 0.6085 277/1615 [====>.........................] - ETA: 12:35 - loss: 408.7863 - logits_profile_predictions_loss: 399.1133 - logcount_predictions_loss: 0.6084 278/1615 [====>.........................] - ETA: 12:34 - loss: 408.7827 - logits_profile_predictions_loss: 399.1112 - logcount_predictions_loss: 0.6083 279/1615 [====>.........................] - ETA: 12:34 - loss: 408.7789 - logits_profile_predictions_loss: 399.1089 - logcount_predictions_loss: 0.6082 280/1615 [====>.........................] - ETA: 12:33 - loss: 408.7745 - logits_profile_predictions_loss: 399.1061 - logcount_predictions_loss: 0.6081 281/1615 [====>.........................] - ETA: 12:32 - loss: 408.7701 - logits_profile_predictions_loss: 399.1031 - logcount_predictions_loss: 0.6080 282/1615 [====>.........................] - ETA: 12:32 - loss: 408.7660 - logits_profile_predictions_loss: 399.1005 - logcount_predictions_loss: 0.6079 283/1615 [====>.........................] - ETA: 12:31 - loss: 408.7614 - logits_profile_predictions_loss: 399.0974 - logcount_predictions_loss: 0.6078 284/1615 [====>.........................] - ETA: 12:31 - loss: 408.7574 - logits_profile_predictions_loss: 399.0949 - logcount_predictions_loss: 0.6077 285/1615 [====>.........................] - ETA: 12:30 - loss: 408.7533 - logits_profile_predictions_loss: 399.0922 - logcount_predictions_loss: 0.6076 286/1615 [====>.........................] - ETA: 12:30 - loss: 408.7488 - logits_profile_predictions_loss: 399.0891 - logcount_predictions_loss: 0.6075 287/1615 [====>.........................] - ETA: 12:29 - loss: 408.7446 - logits_profile_predictions_loss: 399.0864 - logcount_predictions_loss: 0.6074 288/1615 [====>.........................] - ETA: 12:28 - loss: 408.7414 - logits_profile_predictions_loss: 399.0844 - logcount_predictions_loss: 0.6074 289/1615 [====>.........................] - ETA: 12:28 - loss: 408.7375 - logits_profile_predictions_loss: 399.0820 - logcount_predictions_loss: 0.6073 290/1615 [====>.........................] - ETA: 12:27 - loss: 408.7334 - logits_profile_predictions_loss: 399.0793 - logcount_predictions_loss: 0.6072 291/1615 [====>.........................] - ETA: 12:27 - loss: 408.7296 - logits_profile_predictions_loss: 399.0769 - logcount_predictions_loss: 0.6071 292/1615 [====>.........................] - ETA: 12:26 - loss: 408.7262 - logits_profile_predictions_loss: 399.0748 - logcount_predictions_loss: 0.6070 293/1615 [====>.........................] - ETA: 12:26 - loss: 408.7224 - logits_profile_predictions_loss: 399.0724 - logcount_predictions_loss: 0.6069 294/1615 [====>.........................] - ETA: 12:25 - loss: 408.7187 - logits_profile_predictions_loss: 399.0701 - logcount_predictions_loss: 0.6068 295/1615 [====>.........................] - ETA: 12:24 - loss: 408.7146 - logits_profile_predictions_loss: 399.0674 - logcount_predictions_loss: 0.6067 296/1615 [====>.........................] - ETA: 12:24 - loss: 408.7114 - logits_profile_predictions_loss: 399.0655 - logcount_predictions_loss: 0.6067 297/1615 [====>.........................] - ETA: 12:23 - loss: 408.7079 - logits_profile_predictions_loss: 399.0635 - logcount_predictions_loss: 0.6066 298/1615 [====>.........................] - ETA: 12:23 - loss: 408.7043 - logits_profile_predictions_loss: 399.0612 - logcount_predictions_loss: 0.6065 299/1615 [====>.........................] - ETA: 12:22 - loss: 408.7014 - logits_profile_predictions_loss: 399.0597 - logcount_predictions_loss: 0.6064 300/1615 [====>.........................] - ETA: 12:22 - loss: 408.6989 - logits_profile_predictions_loss: 399.0585 - logcount_predictions_loss: 0.6063 301/1615 [====>.........................] - ETA: 12:21 - loss: 408.6959 - logits_profile_predictions_loss: 399.0568 - logcount_predictions_loss: 0.6062 302/1615 [====>.........................] - ETA: 12:21 - loss: 408.6926 - logits_profile_predictions_loss: 399.0548 - logcount_predictions_loss: 0.6061 303/1615 [====>.........................] - ETA: 12:20 - loss: 408.6894 - logits_profile_predictions_loss: 399.0529 - logcount_predictions_loss: 0.6061 304/1615 [====>.........................] - ETA: 12:19 - loss: 408.6862 - logits_profile_predictions_loss: 399.0510 - logcount_predictions_loss: 0.6060 305/1615 [====>.........................] - ETA: 12:19 - loss: 408.6827 - logits_profile_predictions_loss: 399.0488 - logcount_predictions_loss: 0.6059 306/1615 [====>.........................] - ETA: 12:18 - loss: 408.6789 - logits_profile_predictions_loss: 399.0464 - logcount_predictions_loss: 0.6058 307/1615 [====>.........................] - ETA: 12:18 - loss: 408.6756 - logits_profile_predictions_loss: 399.0443 - logcount_predictions_loss: 0.6057 308/1615 [====>.........................] - ETA: 12:17 - loss: 408.6724 - logits_profile_predictions_loss: 399.0424 - logcount_predictions_loss: 0.6057 309/1615 [====>.........................] - ETA: 12:17 - loss: 408.6689 - logits_profile_predictions_loss: 399.0402 - logcount_predictions_loss: 0.6056 310/1615 [====>.........................] - ETA: 12:16 - loss: 408.6655 - logits_profile_predictions_loss: 399.0381 - logcount_predictions_loss: 0.6055 311/1615 [====>.........................] - ETA: 12:15 - loss: 408.6619 - logits_profile_predictions_loss: 399.0358 - logcount_predictions_loss: 0.6054 312/1615 [====>.........................] - ETA: 12:15 - loss: 408.6583 - logits_profile_predictions_loss: 399.0335 - logcount_predictions_loss: 0.6053 313/1615 [====>.........................] - ETA: 12:14 - loss: 408.6545 - logits_profile_predictions_loss: 399.0309 - logcount_predictions_loss: 0.6053 314/1615 [====>.........................] - ETA: 12:14 - loss: 408.6513 - logits_profile_predictions_loss: 399.0290 - logcount_predictions_loss: 0.6052 315/1615 [====>.........................] - ETA: 12:13 - loss: 408.6479 - logits_profile_predictions_loss: 399.0268 - logcount_predictions_loss: 0.6051 316/1615 [====>.........................] - ETA: 12:13 - loss: 408.6447 - logits_profile_predictions_loss: 399.0248 - logcount_predictions_loss: 0.6050 317/1615 [====>.........................] - ETA: 12:12 - loss: 408.6415 - logits_profile_predictions_loss: 399.0229 - logcount_predictions_loss: 0.6049 318/1615 [====>.........................] - ETA: 12:12 - loss: 408.6384 - logits_profile_predictions_loss: 399.0211 - logcount_predictions_loss: 0.6049 319/1615 [====>.........................] - ETA: 12:11 - loss: 408.6354 - logits_profile_predictions_loss: 399.0192 - logcount_predictions_loss: 0.6048 320/1615 [====>.........................] - ETA: 12:10 - loss: 408.6324 - logits_profile_predictions_loss: 399.0175 - logcount_predictions_loss: 0.6047 321/1615 [====>.........................] - ETA: 12:10 - loss: 408.6301 - logits_profile_predictions_loss: 399.0163 - logcount_predictions_loss: 0.6046 322/1615 [====>.........................] - ETA: 12:09 - loss: 408.6282 - logits_profile_predictions_loss: 399.0156 - logcount_predictions_loss: 0.6046 323/1615 [=====>........................] - ETA: 12:09 - loss: 408.6261 - logits_profile_predictions_loss: 399.0148 - logcount_predictions_loss: 0.6045 324/1615 [=====>........................] - ETA: 12:08 - loss: 408.6238 - logits_profile_predictions_loss: 399.0136 - logcount_predictions_loss: 0.6044 325/1615 [=====>........................] - ETA: 12:08 - loss: 408.6212 - logits_profile_predictions_loss: 399.0122 - logcount_predictions_loss: 0.6043 326/1615 [=====>........................] - ETA: 12:07 - loss: 408.6190 - logits_profile_predictions_loss: 399.0111 - logcount_predictions_loss: 0.6043 327/1615 [=====>........................] - ETA: 12:06 - loss: 408.6163 - logits_profile_predictions_loss: 399.0096 - logcount_predictions_loss: 0.6042 328/1615 [=====>........................] - ETA: 12:06 - loss: 408.6137 - logits_profile_predictions_loss: 399.0082 - logcount_predictions_loss: 0.6041 329/1615 [=====>........................] - ETA: 12:05 - loss: 408.6109 - 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[============================>.] - ETA: 17s - loss: 407.4538 - logits_profile_predictions_loss: 398.1878 - logcount_predictions_loss: 0.5828 1585/1615 [============================>.] - ETA: 16s - loss: 407.4526 - logits_profile_predictions_loss: 398.1868 - logcount_predictions_loss: 0.5828 1586/1615 [============================>.] - ETA: 16s - loss: 407.4514 - logits_profile_predictions_loss: 398.1857 - logcount_predictions_loss: 0.5827 1587/1615 [============================>.] - ETA: 15s - loss: 407.4503 - logits_profile_predictions_loss: 398.1847 - logcount_predictions_loss: 0.5827 1588/1615 [============================>.] - ETA: 15s - loss: 407.4491 - logits_profile_predictions_loss: 398.1836 - logcount_predictions_loss: 0.5827 1589/1615 [============================>.] - ETA: 14s - loss: 407.4480 - logits_profile_predictions_loss: 398.1826 - logcount_predictions_loss: 0.5827 1590/1615 [============================>.] - ETA: 14s - loss: 407.4468 - 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[============================>.] - ETA: 10s - loss: 407.4388 - logits_profile_predictions_loss: 398.1745 - logcount_predictions_loss: 0.5827 1598/1615 [============================>.] - ETA: 9s - loss: 407.4377 - logits_profile_predictions_loss: 398.1735 - logcount_predictions_loss: 0.5826  1599/1615 [============================>.] - ETA: 9s - loss: 407.4365 - logits_profile_predictions_loss: 398.1725 - logcount_predictions_loss: 0.5826 1600/1615 [============================>.] - ETA: 8s - loss: 407.4354 - logits_profile_predictions_loss: 398.1715 - logcount_predictions_loss: 0.5826 1601/1615 [============================>.] - ETA: 7s - loss: 407.4343 - logits_profile_predictions_loss: 398.1704 - logcount_predictions_loss: 0.5826 1602/1615 [============================>.] - ETA: 7s - loss: 407.4331 - logits_profile_predictions_loss: 398.1694 - logcount_predictions_loss: 0.5826 1603/1615 [============================>.] - ETA: 6s - loss: 407.4320 - logits_profile_predictions_loss: 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loss: 407.4240 - logits_profile_predictions_loss: 398.1613 - logcount_predictions_loss: 0.5826 1611/1615 [============================>.] - ETA: 2s - loss: 407.4229 - logits_profile_predictions_loss: 398.1602 - logcount_predictions_loss: 0.5826 1612/1615 [============================>.] - ETA: 1s - loss: 407.4217 - logits_profile_predictions_loss: 398.1592 - logcount_predictions_loss: 0.5825 1613/1615 [============================>.] - ETA: 1s - loss: 407.4206 - logits_profile_predictions_loss: 398.1582 - logcount_predictions_loss: 0.5825 1614/1615 [============================>.] - ETA: 0s - loss: 407.4195 - logits_profile_predictions_loss: 398.1572 - logcount_predictions_loss: 0.5825 1615/1615 [==============================] - ETA: 0s - loss: 407.4184 - logits_profile_predictions_loss: 398.1562 - logcount_predictions_loss: 0.5825 1615/1615 [==============================] - 944s 585ms/step - loss: 407.4173 - logits_profile_predictions_loss: 398.1552 - logcount_predictions_loss: 0.5825 - val_loss: 426.8196 - val_logits_profile_predictions_loss: 416.4001 - val_logcount_predictions_loss: 0.6553 Epoch 00003: val_loss improved from 435.56229 to 426.81961, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2/chrombpnet.h5 Epoch 4/50 1/1615 [..............................] - ETA: 15:39 - loss: 387.0775 - logits_profile_predictions_loss: 380.0840 - logcount_predictions_loss: 0.4398 2/1615 [..............................] - ETA: 15:11 - loss: 379.4254 - logits_profile_predictions_loss: 372.7762 - logcount_predictions_loss: 0.4182 3/1615 [..............................] - ETA: 15:09 - loss: 381.4026 - logits_profile_predictions_loss: 374.4362 - logcount_predictions_loss: 0.4381 4/1615 [..............................] - ETA: 15:09 - loss: 380.8375 - logits_profile_predictions_loss: 373.6386 - logcount_predictions_loss: 0.4528 5/1615 [..............................] - ETA: 15:08 - loss: 380.5564 - 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[..............................] - ETA: 15:04 - loss: 384.6177 - logits_profile_predictions_loss: 376.5803 - logcount_predictions_loss: 0.5055 13/1615 [..............................] - ETA: 15:04 - loss: 384.6674 - logits_profile_predictions_loss: 376.6211 - logcount_predictions_loss: 0.5061 14/1615 [..............................] - ETA: 15:03 - loss: 384.8289 - logits_profile_predictions_loss: 376.7698 - logcount_predictions_loss: 0.5069 15/1615 [..............................] - ETA: 15:02 - loss: 385.1510 - logits_profile_predictions_loss: 377.0571 - logcount_predictions_loss: 0.5090 16/1615 [..............................] - ETA: 15:02 - loss: 385.7790 - logits_profile_predictions_loss: 377.6501 - logcount_predictions_loss: 0.5113 17/1615 [..............................] - ETA: 15:01 - loss: 386.3111 - logits_profile_predictions_loss: 378.1556 - logcount_predictions_loss: 0.5129 18/1615 [..............................] - ETA: 15:01 - loss: 386.6763 - logits_profile_predictions_loss: 378.4979 - logcount_predictions_loss: 0.5144 19/1615 [..............................] - ETA: 15:00 - loss: 386.9420 - logits_profile_predictions_loss: 378.7359 - logcount_predictions_loss: 0.5161 20/1615 [..............................] - ETA: 15:00 - loss: 387.3803 - logits_profile_predictions_loss: 379.1497 - logcount_predictions_loss: 0.5176 21/1615 [..............................] - ETA: 14:59 - loss: 387.8145 - logits_profile_predictions_loss: 379.5633 - logcount_predictions_loss: 0.5189 22/1615 [..............................] - ETA: 14:59 - loss: 388.2137 - logits_profile_predictions_loss: 379.9440 - logcount_predictions_loss: 0.5201 23/1615 [..............................] - ETA: 14:58 - loss: 388.5593 - logits_profile_predictions_loss: 380.2691 - logcount_predictions_loss: 0.5214 24/1615 [..............................] - ETA: 14:57 - loss: 388.8772 - logits_profile_predictions_loss: 380.5663 - logcount_predictions_loss: 0.5227 25/1615 [..............................] - ETA: 14:57 - loss: 389.1288 - logits_profile_predictions_loss: 380.8006 - logcount_predictions_loss: 0.5238 26/1615 [..............................] - ETA: 14:56 - loss: 389.3476 - logits_profile_predictions_loss: 381.0045 - logcount_predictions_loss: 0.5247 27/1615 [..............................] - ETA: 14:56 - loss: 389.5568 - logits_profile_predictions_loss: 381.2014 - logcount_predictions_loss: 0.5255 28/1615 [..............................] - ETA: 14:55 - loss: 389.7698 - logits_profile_predictions_loss: 381.4003 - logcount_predictions_loss: 0.5264 29/1615 [..............................] - ETA: 14:55 - loss: 390.0230 - logits_profile_predictions_loss: 381.6371 - logcount_predictions_loss: 0.5274 30/1615 [..............................] - ETA: 14:54 - loss: 390.2370 - logits_profile_predictions_loss: 381.8395 - logcount_predictions_loss: 0.5281 31/1615 [..............................] - ETA: 14:53 - loss: 390.4302 - logits_profile_predictions_loss: 382.0242 - logcount_predictions_loss: 0.5287 32/1615 [..............................] - ETA: 14:53 - loss: 390.6380 - logits_profile_predictions_loss: 382.2250 - logcount_predictions_loss: 0.5291 33/1615 [..............................] - ETA: 14:52 - loss: 390.8162 - logits_profile_predictions_loss: 382.3968 - logcount_predictions_loss: 0.5295 34/1615 [..............................] - ETA: 14:52 - loss: 391.0290 - logits_profile_predictions_loss: 382.6032 - logcount_predictions_loss: 0.5299 35/1615 [..............................] - ETA: 14:51 - loss: 391.2496 - logits_profile_predictions_loss: 382.8167 - logcount_predictions_loss: 0.5304 36/1615 [..............................] - ETA: 14:51 - loss: 391.4632 - logits_profile_predictions_loss: 383.0236 - logcount_predictions_loss: 0.5308 37/1615 [..............................] - ETA: 14:50 - loss: 391.6762 - logits_profile_predictions_loss: 383.2316 - logcount_predictions_loss: 0.5311 38/1615 [..............................] - ETA: 14:49 - loss: 391.8690 - logits_profile_predictions_loss: 383.4200 - logcount_predictions_loss: 0.5314 39/1615 [..............................] - ETA: 14:49 - loss: 392.0138 - logits_profile_predictions_loss: 383.5618 - logcount_predictions_loss: 0.5316 40/1615 [..............................] - ETA: 14:48 - loss: 392.1505 - logits_profile_predictions_loss: 383.6949 - logcount_predictions_loss: 0.5318 41/1615 [..............................] - ETA: 14:48 - loss: 392.3079 - logits_profile_predictions_loss: 383.8501 - logcount_predictions_loss: 0.5319 42/1615 [..............................] - ETA: 14:47 - loss: 392.4476 - logits_profile_predictions_loss: 383.9881 - logcount_predictions_loss: 0.5320 43/1615 [..............................] - ETA: 14:47 - loss: 392.5951 - logits_profile_predictions_loss: 384.1340 - logcount_predictions_loss: 0.5321 44/1615 [..............................] - ETA: 14:46 - loss: 392.7036 - 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[..............................] - ETA: 14:42 - loss: 393.0039 - logits_profile_predictions_loss: 384.5170 - logcount_predictions_loss: 0.5338 52/1615 [..............................] - ETA: 14:42 - loss: 393.0081 - logits_profile_predictions_loss: 384.5182 - logcount_predictions_loss: 0.5340 53/1615 [..............................] - ETA: 14:41 - loss: 393.0135 - logits_profile_predictions_loss: 384.5205 - logcount_predictions_loss: 0.5341 54/1615 [>.............................] - ETA: 14:41 - loss: 393.0278 - logits_profile_predictions_loss: 384.5326 - logcount_predictions_loss: 0.5343 55/1615 [>.............................] - ETA: 14:40 - loss: 393.0494 - logits_profile_predictions_loss: 384.5518 - logcount_predictions_loss: 0.5344 56/1615 [>.............................] - ETA: 14:39 - loss: 393.0536 - logits_profile_predictions_loss: 384.5542 - logcount_predictions_loss: 0.5346 57/1615 [>.............................] - ETA: 14:39 - loss: 393.0662 - 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[>.............................] - ETA: 14:35 - loss: 393.3178 - logits_profile_predictions_loss: 384.8099 - logcount_predictions_loss: 0.5351 65/1615 [>.............................] - ETA: 14:34 - loss: 393.3584 - logits_profile_predictions_loss: 384.8502 - logcount_predictions_loss: 0.5351 66/1615 [>.............................] - ETA: 14:34 - loss: 393.4059 - logits_profile_predictions_loss: 384.8978 - logcount_predictions_loss: 0.5351 67/1615 [>.............................] - ETA: 14:33 - loss: 393.4700 - logits_profile_predictions_loss: 384.9623 - logcount_predictions_loss: 0.5351 68/1615 [>.............................] - ETA: 14:33 - loss: 393.5275 - logits_profile_predictions_loss: 385.0203 - logcount_predictions_loss: 0.5350 69/1615 [>.............................] - ETA: 14:32 - loss: 393.5770 - logits_profile_predictions_loss: 385.0702 - logcount_predictions_loss: 0.5350 70/1615 [>.............................] - ETA: 14:31 - loss: 393.6198 - 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[>.............................] - ETA: 14:28 - loss: 393.9609 - logits_profile_predictions_loss: 385.4551 - logcount_predictions_loss: 0.5350 78/1615 [>.............................] - ETA: 14:27 - loss: 394.0192 - logits_profile_predictions_loss: 385.5139 - logcount_predictions_loss: 0.5349 79/1615 [>.............................] - ETA: 14:26 - loss: 394.0781 - logits_profile_predictions_loss: 385.5730 - logcount_predictions_loss: 0.5349 80/1615 [>.............................] - ETA: 14:26 - loss: 394.1344 - logits_profile_predictions_loss: 385.6297 - logcount_predictions_loss: 0.5349 81/1615 [>.............................] - ETA: 14:25 - loss: 394.1875 - logits_profile_predictions_loss: 385.6833 - logcount_predictions_loss: 0.5349 82/1615 [>.............................] - ETA: 14:25 - loss: 394.2343 - logits_profile_predictions_loss: 385.7310 - logcount_predictions_loss: 0.5348 83/1615 [>.............................] - ETA: 14:24 - loss: 394.2779 - 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[>.............................] - ETA: 14:20 - loss: 394.5209 - logits_profile_predictions_loss: 386.0252 - logcount_predictions_loss: 0.5343 91/1615 [>.............................] - ETA: 14:20 - loss: 394.5467 - logits_profile_predictions_loss: 386.0518 - logcount_predictions_loss: 0.5343 92/1615 [>.............................] - ETA: 14:19 - loss: 394.5740 - logits_profile_predictions_loss: 386.0801 - logcount_predictions_loss: 0.5342 93/1615 [>.............................] - ETA: 14:18 - loss: 394.6016 - logits_profile_predictions_loss: 386.1086 - logcount_predictions_loss: 0.5342 94/1615 [>.............................] - ETA: 14:18 - loss: 394.6270 - logits_profile_predictions_loss: 386.1350 - logcount_predictions_loss: 0.5341 95/1615 [>.............................] - ETA: 14:17 - loss: 394.6526 - logits_profile_predictions_loss: 386.1618 - logcount_predictions_loss: 0.5340 96/1615 [>.............................] - ETA: 14:17 - loss: 394.6754 - 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[>.............................] - ETA: 14:13 - loss: 394.8076 - logits_profile_predictions_loss: 386.3254 - logcount_predictions_loss: 0.5335 104/1615 [>.............................] - ETA: 14:12 - loss: 394.8250 - logits_profile_predictions_loss: 386.3434 - logcount_predictions_loss: 0.5334 105/1615 [>.............................] - ETA: 14:12 - loss: 394.8455 - logits_profile_predictions_loss: 386.3645 - logcount_predictions_loss: 0.5334 106/1615 [>.............................] - ETA: 14:11 - loss: 394.8631 - logits_profile_predictions_loss: 386.3829 - logcount_predictions_loss: 0.5333 107/1615 [>.............................] - ETA: 14:11 - loss: 394.8814 - logits_profile_predictions_loss: 386.4015 - logcount_predictions_loss: 0.5333 108/1615 [=>............................] - ETA: 14:10 - loss: 394.9006 - logits_profile_predictions_loss: 386.4206 - logcount_predictions_loss: 0.5333 109/1615 [=>............................] - ETA: 14:10 - loss: 394.9188 - 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[==>...........................] - ETA: 13:29 - loss: 396.2382 - logits_profile_predictions_loss: 387.7843 - logcount_predictions_loss: 0.5317 182/1615 [==>...........................] - ETA: 13:28 - loss: 396.2578 - logits_profile_predictions_loss: 387.8042 - logcount_predictions_loss: 0.5317 183/1615 [==>...........................] - ETA: 13:28 - loss: 396.2783 - logits_profile_predictions_loss: 387.8249 - logcount_predictions_loss: 0.5317 184/1615 [==>...........................] - ETA: 13:27 - loss: 396.2984 - logits_profile_predictions_loss: 387.8452 - logcount_predictions_loss: 0.5316 185/1615 [==>...........................] - ETA: 13:27 - loss: 396.3184 - logits_profile_predictions_loss: 387.8656 - logcount_predictions_loss: 0.5316 186/1615 [==>...........................] - ETA: 13:26 - loss: 396.3375 - logits_profile_predictions_loss: 387.8849 - logcount_predictions_loss: 0.5316 187/1615 [==>...........................] - ETA: 13:25 - loss: 396.3557 - 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[==>...........................] - ETA: 13:14 - loss: 396.7762 - logits_profile_predictions_loss: 388.3278 - logcount_predictions_loss: 0.5313 208/1615 [==>...........................] - ETA: 13:14 - loss: 396.7955 - logits_profile_predictions_loss: 388.3473 - logcount_predictions_loss: 0.5313 209/1615 [==>...........................] - ETA: 13:13 - loss: 396.8139 - logits_profile_predictions_loss: 388.3658 - logcount_predictions_loss: 0.5313 210/1615 [==>...........................] - ETA: 13:12 - loss: 396.8323 - logits_profile_predictions_loss: 388.3844 - logcount_predictions_loss: 0.5313 211/1615 [==>...........................] - ETA: 13:12 - loss: 396.8504 - logits_profile_predictions_loss: 388.4026 - logcount_predictions_loss: 0.5313 212/1615 [==>...........................] - ETA: 13:11 - loss: 396.8685 - logits_profile_predictions_loss: 388.4209 - logcount_predictions_loss: 0.5313 213/1615 [==>...........................] - ETA: 13:11 - loss: 396.8859 - 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[===>..........................] - ETA: 13:07 - loss: 396.9942 - logits_profile_predictions_loss: 388.5482 - logcount_predictions_loss: 0.5312 221/1615 [===>..........................] - ETA: 13:06 - loss: 397.0101 - logits_profile_predictions_loss: 388.5643 - logcount_predictions_loss: 0.5312 222/1615 [===>..........................] - ETA: 13:06 - loss: 397.0246 - logits_profile_predictions_loss: 388.5791 - logcount_predictions_loss: 0.5312 223/1615 [===>..........................] - ETA: 13:05 - loss: 397.0388 - logits_profile_predictions_loss: 388.5935 - logcount_predictions_loss: 0.5311 224/1615 [===>..........................] - ETA: 13:04 - loss: 397.0542 - logits_profile_predictions_loss: 388.6092 - logcount_predictions_loss: 0.5311 225/1615 [===>..........................] - ETA: 13:04 - loss: 397.0684 - logits_profile_predictions_loss: 388.6237 - logcount_predictions_loss: 0.5311 226/1615 [===>..........................] - ETA: 13:03 - loss: 397.0825 - 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[====>.........................] - ETA: 12:23 - loss: 397.7570 - logits_profile_predictions_loss: 389.3373 - logcount_predictions_loss: 0.5295 299/1615 [====>.........................] - ETA: 12:22 - loss: 397.7637 - logits_profile_predictions_loss: 389.3443 - logcount_predictions_loss: 0.5295 300/1615 [====>.........................] - ETA: 12:22 - loss: 397.7699 - logits_profile_predictions_loss: 389.3507 - logcount_predictions_loss: 0.5295 301/1615 [====>.........................] - ETA: 12:21 - loss: 397.7762 - logits_profile_predictions_loss: 389.3574 - logcount_predictions_loss: 0.5295 302/1615 [====>.........................] - ETA: 12:20 - loss: 397.7821 - logits_profile_predictions_loss: 389.3635 - logcount_predictions_loss: 0.5295 303/1615 [====>.........................] - ETA: 12:20 - loss: 397.7878 - logits_profile_predictions_loss: 389.3696 - logcount_predictions_loss: 0.5294 304/1615 [====>.........................] - ETA: 12:19 - loss: 397.7935 - 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[====>.........................] - ETA: 12:15 - loss: 397.8355 - logits_profile_predictions_loss: 389.4196 - logcount_predictions_loss: 0.5293 312/1615 [====>.........................] - ETA: 12:15 - loss: 397.8425 - logits_profile_predictions_loss: 389.4269 - logcount_predictions_loss: 0.5293 313/1615 [====>.........................] - ETA: 12:14 - loss: 397.8494 - logits_profile_predictions_loss: 389.4341 - logcount_predictions_loss: 0.5293 314/1615 [====>.........................] - ETA: 12:14 - loss: 397.8568 - logits_profile_predictions_loss: 389.4417 - logcount_predictions_loss: 0.5292 315/1615 [====>.........................] - ETA: 12:13 - loss: 397.8644 - logits_profile_predictions_loss: 389.4495 - logcount_predictions_loss: 0.5292 316/1615 [====>.........................] - ETA: 12:13 - loss: 397.8723 - logits_profile_predictions_loss: 389.4577 - logcount_predictions_loss: 0.5292 317/1615 [====>.........................] - ETA: 12:12 - loss: 397.8806 - 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[=====>........................] - ETA: 12:08 - loss: 397.9354 - logits_profile_predictions_loss: 389.5231 - logcount_predictions_loss: 0.5291 325/1615 [=====>........................] - ETA: 12:07 - loss: 397.9423 - logits_profile_predictions_loss: 389.5303 - logcount_predictions_loss: 0.5290 326/1615 [=====>........................] - ETA: 12:07 - loss: 397.9491 - logits_profile_predictions_loss: 389.5373 - logcount_predictions_loss: 0.5290 327/1615 [=====>........................] - ETA: 12:06 - loss: 397.9558 - logits_profile_predictions_loss: 389.5443 - logcount_predictions_loss: 0.5290 328/1615 [=====>........................] - ETA: 12:06 - loss: 397.9628 - logits_profile_predictions_loss: 389.5516 - logcount_predictions_loss: 0.5290 329/1615 [=====>........................] - ETA: 12:05 - loss: 397.9697 - logits_profile_predictions_loss: 389.5587 - logcount_predictions_loss: 0.5290 330/1615 [=====>........................] - ETA: 12:05 - loss: 397.9765 - 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[=====>........................] - ETA: 12:01 - loss: 398.0229 - logits_profile_predictions_loss: 389.6143 - logcount_predictions_loss: 0.5288 338/1615 [=====>........................] - ETA: 12:00 - loss: 398.0294 - logits_profile_predictions_loss: 389.6211 - logcount_predictions_loss: 0.5288 339/1615 [=====>........................] - ETA: 12:00 - loss: 398.0356 - logits_profile_predictions_loss: 389.6276 - logcount_predictions_loss: 0.5288 340/1615 [=====>........................] - ETA: 11:59 - loss: 398.0417 - logits_profile_predictions_loss: 389.6340 - logcount_predictions_loss: 0.5288 341/1615 [=====>........................] - ETA: 11:58 - loss: 398.0473 - logits_profile_predictions_loss: 389.6399 - logcount_predictions_loss: 0.5288 342/1615 [=====>........................] - ETA: 11:58 - loss: 398.0535 - logits_profile_predictions_loss: 389.6464 - logcount_predictions_loss: 0.5287 343/1615 [=====>........................] - ETA: 11:57 - loss: 398.0596 - 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[=====>........................] - ETA: 11:53 - loss: 398.1031 - logits_profile_predictions_loss: 389.6985 - logcount_predictions_loss: 0.5286 351/1615 [=====>........................] - ETA: 11:53 - loss: 398.1096 - logits_profile_predictions_loss: 389.7054 - logcount_predictions_loss: 0.5286 352/1615 [=====>........................] - ETA: 11:52 - loss: 398.1159 - logits_profile_predictions_loss: 389.7120 - logcount_predictions_loss: 0.5285 353/1615 [=====>........................] - ETA: 11:52 - loss: 398.1216 - logits_profile_predictions_loss: 389.7181 - logcount_predictions_loss: 0.5285 354/1615 [=====>........................] - ETA: 11:51 - loss: 398.1271 - logits_profile_predictions_loss: 389.7239 - logcount_predictions_loss: 0.5285 355/1615 [=====>........................] - ETA: 11:51 - loss: 398.1320 - logits_profile_predictions_loss: 389.7292 - logcount_predictions_loss: 0.5285 356/1615 [=====>........................] - ETA: 11:50 - loss: 398.1371 - 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[=====>........................] - ETA: 11:46 - loss: 398.1709 - logits_profile_predictions_loss: 389.7711 - logcount_predictions_loss: 0.5283 364/1615 [=====>........................] - ETA: 11:45 - loss: 398.1753 - logits_profile_predictions_loss: 389.7759 - logcount_predictions_loss: 0.5283 365/1615 [=====>........................] - ETA: 11:45 - loss: 398.1795 - logits_profile_predictions_loss: 389.7805 - logcount_predictions_loss: 0.5282 366/1615 [=====>........................] - ETA: 11:44 - loss: 398.1838 - logits_profile_predictions_loss: 389.7852 - logcount_predictions_loss: 0.5282 367/1615 [=====>........................] - ETA: 11:44 - loss: 398.1883 - logits_profile_predictions_loss: 389.7901 - logcount_predictions_loss: 0.5282 368/1615 [=====>........................] - ETA: 11:43 - loss: 398.1929 - logits_profile_predictions_loss: 389.7951 - logcount_predictions_loss: 0.5282 369/1615 [=====>........................] - ETA: 11:43 - loss: 398.1976 - 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loss: 398.5856 - logits_profile_predictions_loss: 390.2536 - logcount_predictions_loss: 0.5240 1612/1615 [============================>.] - ETA: 1s - loss: 398.5854 - logits_profile_predictions_loss: 390.2533 - logcount_predictions_loss: 0.5240 1613/1615 [============================>.] - ETA: 1s - loss: 398.5852 - logits_profile_predictions_loss: 390.2531 - logcount_predictions_loss: 0.5240 1614/1615 [============================>.] - ETA: 0s - loss: 398.5850 - logits_profile_predictions_loss: 390.2530 - logcount_predictions_loss: 0.5240 1615/1615 [==============================] - ETA: 0s - loss: 398.5848 - logits_profile_predictions_loss: 390.2528 - logcount_predictions_loss: 0.5240 1615/1615 [==============================] - 944s 585ms/step - loss: 398.5846 - logits_profile_predictions_loss: 390.2526 - logcount_predictions_loss: 0.5240 - val_loss: 421.4674 - val_logits_profile_predictions_loss: 411.8814 - val_logcount_predictions_loss: 0.6029 Epoch 00004: val_loss improved from 426.81961 to 421.46738, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2/chrombpnet.h5 Epoch 5/50 1/1615 [..............................] - ETA: 15:48 - loss: 387.3019 - logits_profile_predictions_loss: 379.4679 - logcount_predictions_loss: 0.4927 2/1615 [..............................] - ETA: 15:10 - loss: 386.7648 - logits_profile_predictions_loss: 378.9762 - logcount_predictions_loss: 0.4898 3/1615 [..............................] - ETA: 15:10 - loss: 384.9839 - logits_profile_predictions_loss: 377.2390 - logcount_predictions_loss: 0.4871 4/1615 [..............................] - ETA: 15:09 - loss: 388.1426 - logits_profile_predictions_loss: 380.3562 - logcount_predictions_loss: 0.4897 5/1615 [..............................] - ETA: 15:09 - loss: 388.5528 - logits_profile_predictions_loss: 380.5065 - logcount_predictions_loss: 0.5061 6/1615 [..............................] - ETA: 15:08 - loss: 388.4835 - 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[..............................] - ETA: 15:04 - loss: 394.3186 - logits_profile_predictions_loss: 385.5200 - logcount_predictions_loss: 0.5534 14/1615 [..............................] - ETA: 15:04 - loss: 394.7371 - logits_profile_predictions_loss: 385.9208 - logcount_predictions_loss: 0.5545 15/1615 [..............................] - ETA: 15:03 - loss: 394.7053 - logits_profile_predictions_loss: 385.8899 - logcount_predictions_loss: 0.5544 16/1615 [..............................] - ETA: 15:03 - loss: 394.4124 - logits_profile_predictions_loss: 385.6038 - logcount_predictions_loss: 0.5540 17/1615 [..............................] - ETA: 15:02 - loss: 394.1961 - logits_profile_predictions_loss: 385.4005 - logcount_predictions_loss: 0.5532 18/1615 [..............................] - ETA: 15:01 - loss: 393.8729 - logits_profile_predictions_loss: 385.0946 - logcount_predictions_loss: 0.5521 19/1615 [..............................] - ETA: 15:01 - loss: 393.4492 - 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[..............................] - ETA: 14:57 - loss: 390.9728 - logits_profile_predictions_loss: 382.3631 - logcount_predictions_loss: 0.5415 27/1615 [..............................] - ETA: 14:56 - loss: 390.6636 - logits_profile_predictions_loss: 382.0749 - logcount_predictions_loss: 0.5402 28/1615 [..............................] - ETA: 14:56 - loss: 390.4090 - logits_profile_predictions_loss: 381.8401 - logcount_predictions_loss: 0.5389 29/1615 [..............................] - ETA: 14:55 - loss: 390.1118 - logits_profile_predictions_loss: 381.5622 - logcount_predictions_loss: 0.5377 30/1615 [..............................] - ETA: 14:54 - loss: 389.8401 - logits_profile_predictions_loss: 381.3106 - logcount_predictions_loss: 0.5364 31/1615 [..............................] - ETA: 14:54 - loss: 389.5875 - logits_profile_predictions_loss: 381.0761 - logcount_predictions_loss: 0.5353 32/1615 [..............................] - ETA: 14:53 - loss: 389.3299 - 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logits_profile_predictions_loss: 378.7428 - logcount_predictions_loss: 0.5159 202/1615 [==>...........................] - ETA: 13:17 - loss: 386.9470 - logits_profile_predictions_loss: 378.7439 - logcount_predictions_loss: 0.5159 203/1615 [==>...........................] - ETA: 13:17 - loss: 386.9482 - logits_profile_predictions_loss: 378.7452 - logcount_predictions_loss: 0.5159 204/1615 [==>...........................] - ETA: 13:16 - loss: 386.9497 - logits_profile_predictions_loss: 378.7467 - logcount_predictions_loss: 0.5159 205/1615 [==>...........................] - ETA: 13:15 - loss: 386.9519 - logits_profile_predictions_loss: 378.7489 - logcount_predictions_loss: 0.5159 206/1615 [==>...........................] - ETA: 13:15 - loss: 386.9531 - logits_profile_predictions_loss: 378.7500 - logcount_predictions_loss: 0.5159 207/1615 [==>...........................] - ETA: 13:14 - loss: 386.9536 - logits_profile_predictions_loss: 378.7505 - logcount_predictions_loss: 0.5159 208/1615 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[===>..........................] - ETA: 13:06 - loss: 386.9761 - logits_profile_predictions_loss: 378.7699 - logcount_predictions_loss: 0.5161 222/1615 [===>..........................] - ETA: 13:06 - loss: 386.9811 - logits_profile_predictions_loss: 378.7746 - logcount_predictions_loss: 0.5161 223/1615 [===>..........................] - ETA: 13:05 - loss: 386.9853 - logits_profile_predictions_loss: 378.7785 - logcount_predictions_loss: 0.5161 224/1615 [===>..........................] - ETA: 13:05 - loss: 386.9885 - logits_profile_predictions_loss: 378.7815 - logcount_predictions_loss: 0.5162 225/1615 [===>..........................] - ETA: 13:04 - loss: 386.9908 - logits_profile_predictions_loss: 378.7835 - logcount_predictions_loss: 0.5162 226/1615 [===>..........................] - ETA: 13:04 - loss: 386.9935 - logits_profile_predictions_loss: 378.7861 - logcount_predictions_loss: 0.5162 227/1615 [===>..........................] - ETA: 13:03 - loss: 386.9955 - 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logits_profile_predictions_loss: 378.8220 - logcount_predictions_loss: 0.5162 241/1615 [===>..........................] - ETA: 12:55 - loss: 387.0344 - logits_profile_predictions_loss: 378.8261 - logcount_predictions_loss: 0.5163 242/1615 [===>..........................] - ETA: 12:55 - loss: 387.0384 - logits_profile_predictions_loss: 378.8299 - logcount_predictions_loss: 0.5163 243/1615 [===>..........................] - ETA: 12:54 - loss: 387.0425 - logits_profile_predictions_loss: 378.8340 - logcount_predictions_loss: 0.5163 244/1615 [===>..........................] - ETA: 12:53 - loss: 387.0471 - logits_profile_predictions_loss: 378.8384 - logcount_predictions_loss: 0.5163 245/1615 [===>..........................] - ETA: 12:53 - loss: 387.0528 - logits_profile_predictions_loss: 378.8440 - logcount_predictions_loss: 0.5163 246/1615 [===>..........................] - ETA: 12:52 - loss: 387.0582 - logits_profile_predictions_loss: 378.8491 - logcount_predictions_loss: 0.5163 247/1615 [===>..........................] - ETA: 12:52 - loss: 387.0645 - logits_profile_predictions_loss: 378.8553 - logcount_predictions_loss: 0.5163 248/1615 [===>..........................] - ETA: 12:51 - loss: 387.0700 - logits_profile_predictions_loss: 378.8606 - logcount_predictions_loss: 0.5163 249/1615 [===>..........................] - ETA: 12:51 - loss: 387.0754 - logits_profile_predictions_loss: 378.8658 - logcount_predictions_loss: 0.5163 250/1615 [===>..........................] - ETA: 12:50 - loss: 387.0810 - logits_profile_predictions_loss: 378.8712 - logcount_predictions_loss: 0.5163 251/1615 [===>..........................] - ETA: 12:49 - loss: 387.0858 - logits_profile_predictions_loss: 378.8759 - logcount_predictions_loss: 0.5164 252/1615 [===>..........................] - ETA: 12:49 - loss: 387.0891 - logits_profile_predictions_loss: 378.8790 - logcount_predictions_loss: 0.5164 253/1615 [===>..........................] - ETA: 12:48 - loss: 387.0921 - 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logits_profile_predictions_loss: 378.9101 - logcount_predictions_loss: 0.5164 267/1615 [===>..........................] - ETA: 12:40 - loss: 387.1232 - logits_profile_predictions_loss: 378.9125 - logcount_predictions_loss: 0.5164 268/1615 [===>..........................] - ETA: 12:40 - loss: 387.1253 - logits_profile_predictions_loss: 378.9146 - logcount_predictions_loss: 0.5164 269/1615 [===>..........................] - ETA: 12:39 - loss: 387.1265 - logits_profile_predictions_loss: 378.9158 - logcount_predictions_loss: 0.5164 270/1615 [====>.........................] - ETA: 12:39 - loss: 387.1278 - logits_profile_predictions_loss: 378.9171 - logcount_predictions_loss: 0.5164 271/1615 [====>.........................] - ETA: 12:38 - loss: 387.1294 - logits_profile_predictions_loss: 378.9188 - logcount_predictions_loss: 0.5164 272/1615 [====>.........................] - ETA: 12:38 - loss: 387.1316 - logits_profile_predictions_loss: 378.9210 - logcount_predictions_loss: 0.5164 273/1615 [====>.........................] - ETA: 12:37 - loss: 387.1338 - logits_profile_predictions_loss: 378.9232 - logcount_predictions_loss: 0.5164 274/1615 [====>.........................] - ETA: 12:36 - loss: 387.1358 - logits_profile_predictions_loss: 378.9252 - logcount_predictions_loss: 0.5164 275/1615 [====>.........................] - ETA: 12:36 - loss: 387.1382 - logits_profile_predictions_loss: 378.9276 - logcount_predictions_loss: 0.5164 276/1615 [====>.........................] - ETA: 12:35 - loss: 387.1409 - logits_profile_predictions_loss: 378.9303 - logcount_predictions_loss: 0.5164 277/1615 [====>.........................] - ETA: 12:35 - loss: 387.1443 - logits_profile_predictions_loss: 378.9337 - logcount_predictions_loss: 0.5164 278/1615 [====>.........................] - ETA: 12:34 - loss: 387.1477 - logits_profile_predictions_loss: 378.9371 - logcount_predictions_loss: 0.5164 279/1615 [====>.........................] - ETA: 12:34 - loss: 387.1511 - logits_profile_predictions_loss: 378.9405 - logcount_predictions_loss: 0.5164 280/1615 [====>.........................] - ETA: 12:33 - loss: 387.1553 - logits_profile_predictions_loss: 378.9446 - logcount_predictions_loss: 0.5164 281/1615 [====>.........................] - ETA: 12:33 - loss: 387.1597 - logits_profile_predictions_loss: 378.9489 - logcount_predictions_loss: 0.5164 282/1615 [====>.........................] - ETA: 12:32 - loss: 387.1640 - logits_profile_predictions_loss: 378.9531 - logcount_predictions_loss: 0.5164 283/1615 [====>.........................] - ETA: 12:31 - loss: 387.1688 - logits_profile_predictions_loss: 378.9579 - logcount_predictions_loss: 0.5164 284/1615 [====>.........................] - ETA: 12:31 - loss: 387.1733 - logits_profile_predictions_loss: 378.9623 - logcount_predictions_loss: 0.5164 285/1615 [====>.........................] - ETA: 12:30 - loss: 387.1774 - logits_profile_predictions_loss: 378.9663 - logcount_predictions_loss: 0.5164 286/1615 [====>.........................] - ETA: 12:30 - loss: 387.1813 - logits_profile_predictions_loss: 378.9701 - logcount_predictions_loss: 0.5164 287/1615 [====>.........................] - ETA: 12:29 - loss: 387.1850 - logits_profile_predictions_loss: 378.9738 - logcount_predictions_loss: 0.5164 288/1615 [====>.........................] - ETA: 12:29 - loss: 387.1886 - logits_profile_predictions_loss: 378.9774 - logcount_predictions_loss: 0.5164 289/1615 [====>.........................] - ETA: 12:28 - loss: 387.1929 - logits_profile_predictions_loss: 378.9816 - logcount_predictions_loss: 0.5164 290/1615 [====>.........................] - ETA: 12:27 - loss: 387.1979 - logits_profile_predictions_loss: 378.9865 - logcount_predictions_loss: 0.5164 291/1615 [====>.........................] - ETA: 12:27 - loss: 387.2033 - logits_profile_predictions_loss: 378.9919 - logcount_predictions_loss: 0.5164 292/1615 [====>.........................] - ETA: 12:26 - loss: 387.2090 - logits_profile_predictions_loss: 378.9975 - logcount_predictions_loss: 0.5164 293/1615 [====>.........................] - ETA: 12:26 - loss: 387.2140 - logits_profile_predictions_loss: 379.0024 - logcount_predictions_loss: 0.5165 294/1615 [====>.........................] - ETA: 12:25 - loss: 387.2195 - logits_profile_predictions_loss: 379.0079 - logcount_predictions_loss: 0.5165 295/1615 [====>.........................] - ETA: 12:25 - loss: 387.2251 - logits_profile_predictions_loss: 379.0134 - logcount_predictions_loss: 0.5165 296/1615 [====>.........................] - ETA: 12:24 - loss: 387.2316 - logits_profile_predictions_loss: 379.0199 - logcount_predictions_loss: 0.5165 297/1615 [====>.........................] - ETA: 12:23 - loss: 387.2374 - logits_profile_predictions_loss: 379.0256 - logcount_predictions_loss: 0.5165 298/1615 [====>.........................] - ETA: 12:23 - loss: 387.2433 - logits_profile_predictions_loss: 379.0315 - logcount_predictions_loss: 0.5165 299/1615 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[============================>.] - ETA: 23s - loss: 390.5649 - logits_profile_predictions_loss: 382.4965 - logcount_predictions_loss: 0.5075 1574/1615 [============================>.] - ETA: 23s - loss: 390.5660 - logits_profile_predictions_loss: 382.4976 - logcount_predictions_loss: 0.5075 1575/1615 [============================>.] - ETA: 22s - loss: 390.5670 - logits_profile_predictions_loss: 382.4986 - logcount_predictions_loss: 0.5074 1576/1615 [============================>.] - ETA: 22s - loss: 390.5680 - logits_profile_predictions_loss: 382.4997 - logcount_predictions_loss: 0.5074 1577/1615 [============================>.] - ETA: 21s - loss: 390.5690 - logits_profile_predictions_loss: 382.5008 - logcount_predictions_loss: 0.5074 1578/1615 [============================>.] - ETA: 20s - loss: 390.5701 - logits_profile_predictions_loss: 382.5019 - logcount_predictions_loss: 0.5074 1579/1615 [============================>.] - ETA: 20s - loss: 390.5711 - logits_profile_predictions_loss: 382.5029 - logcount_predictions_loss: 0.5074 1580/1615 [============================>.] - ETA: 19s - loss: 390.5721 - logits_profile_predictions_loss: 382.5040 - logcount_predictions_loss: 0.5074 1581/1615 [============================>.] - ETA: 19s - loss: 390.5731 - logits_profile_predictions_loss: 382.5051 - logcount_predictions_loss: 0.5074 1582/1615 [============================>.] - ETA: 18s - loss: 390.5741 - logits_profile_predictions_loss: 382.5061 - logcount_predictions_loss: 0.5074 1583/1615 [============================>.] - ETA: 18s - loss: 390.5751 - logits_profile_predictions_loss: 382.5072 - logcount_predictions_loss: 0.5074 1584/1615 [============================>.] - ETA: 17s - loss: 390.5761 - logits_profile_predictions_loss: 382.5083 - logcount_predictions_loss: 0.5074 1585/1615 [============================>.] - ETA: 16s - loss: 390.5772 - logits_profile_predictions_loss: 382.5094 - logcount_predictions_loss: 0.5074 1586/1615 [============================>.] - ETA: 16s - loss: 390.5782 - logits_profile_predictions_loss: 382.5104 - logcount_predictions_loss: 0.5074 1587/1615 [============================>.] - ETA: 15s - loss: 390.5792 - logits_profile_predictions_loss: 382.5115 - logcount_predictions_loss: 0.5074 1588/1615 [============================>.] - ETA: 15s - loss: 390.5802 - logits_profile_predictions_loss: 382.5126 - logcount_predictions_loss: 0.5074 1589/1615 [============================>.] - ETA: 14s - loss: 390.5813 - logits_profile_predictions_loss: 382.5137 - logcount_predictions_loss: 0.5074 1590/1615 [============================>.] - ETA: 14s - loss: 390.5823 - logits_profile_predictions_loss: 382.5147 - logcount_predictions_loss: 0.5074 1591/1615 [============================>.] - ETA: 13s - loss: 390.5833 - logits_profile_predictions_loss: 382.5158 - logcount_predictions_loss: 0.5074 1592/1615 [============================>.] - ETA: 12s - loss: 390.5844 - logits_profile_predictions_loss: 382.5169 - logcount_predictions_loss: 0.5074 1593/1615 [============================>.] - ETA: 12s - loss: 390.5854 - logits_profile_predictions_loss: 382.5180 - logcount_predictions_loss: 0.5074 1594/1615 [============================>.] - ETA: 11s - loss: 390.5864 - logits_profile_predictions_loss: 382.5191 - logcount_predictions_loss: 0.5074 1595/1615 [============================>.] - ETA: 11s - loss: 390.5874 - logits_profile_predictions_loss: 382.5202 - logcount_predictions_loss: 0.5074 1596/1615 [============================>.] - ETA: 10s - loss: 390.5884 - logits_profile_predictions_loss: 382.5212 - logcount_predictions_loss: 0.5074 1597/1615 [============================>.] - ETA: 10s - loss: 390.5894 - logits_profile_predictions_loss: 382.5222 - logcount_predictions_loss: 0.5074 1598/1615 [============================>.] - ETA: 9s - loss: 390.5904 - logits_profile_predictions_loss: 382.5233 - logcount_predictions_loss: 0.5074  1599/1615 [============================>.] - ETA: 9s - loss: 390.5914 - logits_profile_predictions_loss: 382.5243 - logcount_predictions_loss: 0.5074 1600/1615 [============================>.] - ETA: 8s - loss: 390.5923 - logits_profile_predictions_loss: 382.5253 - logcount_predictions_loss: 0.5074 1601/1615 [============================>.] - ETA: 7s - loss: 390.5933 - logits_profile_predictions_loss: 382.5264 - logcount_predictions_loss: 0.5074 1602/1615 [============================>.] - ETA: 7s - loss: 390.5943 - logits_profile_predictions_loss: 382.5274 - logcount_predictions_loss: 0.5074 1603/1615 [============================>.] - ETA: 6s - loss: 390.5953 - logits_profile_predictions_loss: 382.5284 - logcount_predictions_loss: 0.5074 1604/1615 [============================>.] - ETA: 6s - loss: 390.5962 - logits_profile_predictions_loss: 382.5294 - logcount_predictions_loss: 0.5073 1605/1615 [============================>.] - ETA: 5s - loss: 390.5972 - logits_profile_predictions_loss: 382.5305 - logcount_predictions_loss: 0.5073 1606/1615 [============================>.] - ETA: 5s - loss: 390.5982 - logits_profile_predictions_loss: 382.5315 - logcount_predictions_loss: 0.5073 1607/1615 [============================>.] - ETA: 4s - loss: 390.5992 - logits_profile_predictions_loss: 382.5325 - logcount_predictions_loss: 0.5073 1608/1615 [============================>.] - ETA: 3s - loss: 390.6001 - logits_profile_predictions_loss: 382.5336 - logcount_predictions_loss: 0.5073 1609/1615 [============================>.] - ETA: 3s - loss: 390.6012 - logits_profile_predictions_loss: 382.5347 - logcount_predictions_loss: 0.5073 1610/1615 [============================>.] - ETA: 2s - loss: 390.6022 - logits_profile_predictions_loss: 382.5357 - logcount_predictions_loss: 0.5073 1611/1615 [============================>.] - ETA: 2s - loss: 390.6031 - logits_profile_predictions_loss: 382.5367 - logcount_predictions_loss: 0.5073 1612/1615 [============================>.] - ETA: 1s - loss: 390.6041 - logits_profile_predictions_loss: 382.5378 - logcount_predictions_loss: 0.5073 1613/1615 [============================>.] - ETA: 1s - loss: 390.6051 - logits_profile_predictions_loss: 382.5389 - logcount_predictions_loss: 0.5073 1614/1615 [============================>.] - ETA: 0s - loss: 390.6061 - logits_profile_predictions_loss: 382.5399 - logcount_predictions_loss: 0.5073 1615/1615 [==============================] - ETA: 0s - loss: 390.6071 - logits_profile_predictions_loss: 382.5409 - logcount_predictions_loss: 0.5073 1615/1615 [==============================] - 944s 585ms/step - loss: 390.6081 - logits_profile_predictions_loss: 382.5420 - logcount_predictions_loss: 0.5073 - val_loss: 415.4299 - val_logits_profile_predictions_loss: 408.0223 - val_logcount_predictions_loss: 0.4659 Epoch 00005: val_loss improved from 421.46738 to 415.42993, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2/chrombpnet.h5 Epoch 6/50 1/1615 [..............................] - ETA: 15:43 - loss: 400.4316 - logits_profile_predictions_loss: 394.2422 - logcount_predictions_loss: 0.3893 2/1615 [..............................] - ETA: 15:08 - loss: 417.4477 - logits_profile_predictions_loss: 411.1832 - logcount_predictions_loss: 0.3940 3/1615 [..............................] - ETA: 15:07 - loss: 417.2743 - logits_profile_predictions_loss: 411.1018 - logcount_predictions_loss: 0.3882 4/1615 [..............................] - ETA: 15:07 - loss: 417.6937 - logits_profile_predictions_loss: 411.5669 - logcount_predictions_loss: 0.3853 5/1615 [..............................] - ETA: 15:06 - loss: 415.3354 - logits_profile_predictions_loss: 409.2077 - logcount_predictions_loss: 0.3854 6/1615 [..............................] - ETA: 15:06 - loss: 412.7476 - logits_profile_predictions_loss: 406.6162 - logcount_predictions_loss: 0.3856 7/1615 [..............................] - ETA: 15:05 - loss: 411.5805 - logits_profile_predictions_loss: 405.3957 - logcount_predictions_loss: 0.3890 8/1615 [..............................] - ETA: 15:05 - loss: 410.2370 - logits_profile_predictions_loss: 403.9923 - logcount_predictions_loss: 0.3928 9/1615 [..............................] - ETA: 15:04 - loss: 408.9238 - logits_profile_predictions_loss: 402.5931 - logcount_predictions_loss: 0.3982 10/1615 [..............................] - ETA: 15:04 - loss: 407.6574 - logits_profile_predictions_loss: 401.2593 - logcount_predictions_loss: 0.4024 11/1615 [..............................] - ETA: 15:03 - loss: 406.4799 - logits_profile_predictions_loss: 400.0406 - logcount_predictions_loss: 0.4050 12/1615 [..............................] - ETA: 15:03 - loss: 405.6473 - logits_profile_predictions_loss: 399.1774 - logcount_predictions_loss: 0.4069 13/1615 [..............................] - ETA: 15:02 - loss: 404.8393 - logits_profile_predictions_loss: 398.3488 - logcount_predictions_loss: 0.4082 14/1615 [..............................] - ETA: 15:02 - loss: 404.1052 - logits_profile_predictions_loss: 397.5827 - logcount_predictions_loss: 0.4102 15/1615 [..............................] - ETA: 15:01 - loss: 403.4683 - logits_profile_predictions_loss: 396.9141 - logcount_predictions_loss: 0.4122 16/1615 [..............................] - ETA: 15:00 - loss: 402.9603 - logits_profile_predictions_loss: 396.3823 - logcount_predictions_loss: 0.4137 17/1615 [..............................] - ETA: 15:00 - loss: 402.4127 - logits_profile_predictions_loss: 395.8164 - logcount_predictions_loss: 0.4149 18/1615 [..............................] - ETA: 14:59 - loss: 402.0669 - logits_profile_predictions_loss: 395.4558 - logcount_predictions_loss: 0.4158 19/1615 [..............................] - ETA: 14:59 - loss: 401.7737 - logits_profile_predictions_loss: 395.1528 - logcount_predictions_loss: 0.4164 20/1615 [..............................] - ETA: 14:58 - loss: 401.5820 - logits_profile_predictions_loss: 394.9477 - logcount_predictions_loss: 0.4172 21/1615 [..............................] - ETA: 14:58 - loss: 401.3523 - logits_profile_predictions_loss: 394.7026 - logcount_predictions_loss: 0.4182 22/1615 [..............................] - ETA: 14:57 - loss: 401.1749 - logits_profile_predictions_loss: 394.5093 - logcount_predictions_loss: 0.4192 23/1615 [..............................] - ETA: 14:56 - loss: 401.0794 - logits_profile_predictions_loss: 394.3944 - logcount_predictions_loss: 0.4204 24/1615 [..............................] - ETA: 14:56 - loss: 400.9615 - logits_profile_predictions_loss: 394.2575 - logcount_predictions_loss: 0.4216 25/1615 [..............................] - ETA: 14:55 - loss: 400.8734 - logits_profile_predictions_loss: 394.1485 - logcount_predictions_loss: 0.4230 26/1615 [..............................] - ETA: 14:55 - loss: 400.7886 - logits_profile_predictions_loss: 394.0456 - logcount_predictions_loss: 0.4241 27/1615 [..............................] - ETA: 14:54 - loss: 400.7258 - logits_profile_predictions_loss: 393.9683 - logcount_predictions_loss: 0.4250 28/1615 [..............................] - ETA: 14:54 - loss: 400.6198 - logits_profile_predictions_loss: 393.8497 - logcount_predictions_loss: 0.4258 29/1615 [..............................] - ETA: 14:53 - loss: 400.5234 - logits_profile_predictions_loss: 393.7414 - logcount_predictions_loss: 0.4265 30/1615 [..............................] - ETA: 14:53 - loss: 400.3820 - logits_profile_predictions_loss: 393.5889 - logcount_predictions_loss: 0.4272 31/1615 [..............................] - ETA: 14:52 - loss: 400.2833 - logits_profile_predictions_loss: 393.4763 - logcount_predictions_loss: 0.4281 32/1615 [..............................] - ETA: 14:51 - loss: 400.1678 - logits_profile_predictions_loss: 393.3489 - logcount_predictions_loss: 0.4289 33/1615 [..............................] - ETA: 14:51 - loss: 400.0480 - logits_profile_predictions_loss: 393.2171 - logcount_predictions_loss: 0.4296 34/1615 [..............................] - ETA: 14:50 - loss: 399.9573 - logits_profile_predictions_loss: 393.1140 - logcount_predictions_loss: 0.4304 35/1615 [..............................] - ETA: 14:50 - loss: 399.8249 - logits_profile_predictions_loss: 392.9700 - logcount_predictions_loss: 0.4311 36/1615 [..............................] - ETA: 14:49 - loss: 399.6933 - logits_profile_predictions_loss: 392.8260 - logcount_predictions_loss: 0.4319 37/1615 [..............................] - ETA: 14:49 - loss: 399.5733 - logits_profile_predictions_loss: 392.6940 - logcount_predictions_loss: 0.4327 38/1615 [..............................] - ETA: 14:48 - loss: 399.4683 - logits_profile_predictions_loss: 392.5761 - logcount_predictions_loss: 0.4335 39/1615 [..............................] - ETA: 14:48 - loss: 399.3505 - logits_profile_predictions_loss: 392.4460 - logcount_predictions_loss: 0.4342 40/1615 [..............................] - ETA: 14:47 - loss: 399.2550 - logits_profile_predictions_loss: 392.3399 - logcount_predictions_loss: 0.4349 41/1615 [..............................] - ETA: 14:46 - loss: 399.1635 - logits_profile_predictions_loss: 392.2385 - logcount_predictions_loss: 0.4355 42/1615 [..............................] - ETA: 14:46 - loss: 399.0788 - logits_profile_predictions_loss: 392.1440 - logcount_predictions_loss: 0.4361 43/1615 [..............................] - ETA: 14:45 - loss: 399.0132 - logits_profile_predictions_loss: 392.0692 - logcount_predictions_loss: 0.4367 44/1615 [..............................] - ETA: 14:45 - loss: 398.9432 - logits_profile_predictions_loss: 391.9899 - logcount_predictions_loss: 0.4373 45/1615 [..............................] - ETA: 14:44 - loss: 398.8835 - logits_profile_predictions_loss: 391.9212 - logcount_predictions_loss: 0.4379 46/1615 [..............................] - ETA: 14:44 - loss: 398.8188 - 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[..............................] - ETA: 14:40 - loss: 398.2832 - logits_profile_predictions_loss: 391.2553 - logcount_predictions_loss: 0.4420 54/1615 [>.............................] - ETA: 14:39 - loss: 398.2288 - logits_profile_predictions_loss: 391.1942 - logcount_predictions_loss: 0.4424 55/1615 [>.............................] - ETA: 14:39 - loss: 398.1711 - logits_profile_predictions_loss: 391.1301 - logcount_predictions_loss: 0.4428 56/1615 [>.............................] - ETA: 14:38 - loss: 398.1138 - logits_profile_predictions_loss: 391.0673 - logcount_predictions_loss: 0.4432 57/1615 [>.............................] - ETA: 14:37 - loss: 398.0669 - logits_profile_predictions_loss: 391.0152 - logcount_predictions_loss: 0.4435 58/1615 [>.............................] - ETA: 14:37 - loss: 398.0154 - logits_profile_predictions_loss: 390.9584 - logcount_predictions_loss: 0.4438 59/1615 [>.............................] - ETA: 14:36 - loss: 397.9637 - 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[>.............................] - ETA: 14:32 - loss: 397.5724 - logits_profile_predictions_loss: 390.4758 - logcount_predictions_loss: 0.4463 67/1615 [>.............................] - ETA: 14:32 - loss: 397.5142 - logits_profile_predictions_loss: 390.4129 - logcount_predictions_loss: 0.4466 68/1615 [>.............................] - ETA: 14:31 - loss: 397.4587 - logits_profile_predictions_loss: 390.3527 - logcount_predictions_loss: 0.4469 69/1615 [>.............................] - ETA: 14:31 - loss: 397.4103 - logits_profile_predictions_loss: 390.2997 - logcount_predictions_loss: 0.4472 70/1615 [>.............................] - ETA: 14:30 - loss: 397.3628 - logits_profile_predictions_loss: 390.2480 - logcount_predictions_loss: 0.4475 71/1615 [>.............................] - ETA: 14:30 - loss: 397.3204 - logits_profile_predictions_loss: 390.2011 - logcount_predictions_loss: 0.4478 72/1615 [>.............................] - ETA: 14:29 - loss: 397.2755 - 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[>.............................] - ETA: 14:25 - loss: 396.9309 - logits_profile_predictions_loss: 389.7801 - logcount_predictions_loss: 0.4497 80/1615 [>.............................] - ETA: 14:24 - loss: 396.8769 - logits_profile_predictions_loss: 389.7225 - logcount_predictions_loss: 0.4500 81/1615 [>.............................] - ETA: 14:24 - loss: 396.8180 - logits_profile_predictions_loss: 389.6603 - logcount_predictions_loss: 0.4502 82/1615 [>.............................] - ETA: 14:23 - loss: 396.7649 - logits_profile_predictions_loss: 389.6037 - logcount_predictions_loss: 0.4504 83/1615 [>.............................] - ETA: 14:23 - loss: 396.7042 - logits_profile_predictions_loss: 389.5399 - logcount_predictions_loss: 0.4506 84/1615 [>.............................] - ETA: 14:22 - loss: 396.6481 - logits_profile_predictions_loss: 389.4807 - logcount_predictions_loss: 0.4508 85/1615 [>.............................] - ETA: 14:22 - loss: 396.5904 - logits_profile_predictions_loss: 389.4201 - logcount_predictions_loss: 0.4510 86/1615 [>.............................] - ETA: 14:21 - loss: 396.5308 - logits_profile_predictions_loss: 389.3572 - logcount_predictions_loss: 0.4512 87/1615 [>.............................] - ETA: 14:20 - loss: 396.4665 - logits_profile_predictions_loss: 389.2902 - logcount_predictions_loss: 0.4513 88/1615 [>.............................] - ETA: 14:20 - loss: 396.4020 - logits_profile_predictions_loss: 389.2229 - logcount_predictions_loss: 0.4515 89/1615 [>.............................] - ETA: 14:19 - loss: 396.3388 - logits_profile_predictions_loss: 389.1569 - logcount_predictions_loss: 0.4517 90/1615 [>.............................] - ETA: 14:19 - loss: 396.2733 - logits_profile_predictions_loss: 389.0888 - logcount_predictions_loss: 0.4519 91/1615 [>.............................] - ETA: 14:18 - loss: 396.2084 - logits_profile_predictions_loss: 389.0214 - logcount_predictions_loss: 0.4520 92/1615 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logits_profile_predictions_loss: 387.3021 - logcount_predictions_loss: 0.4560 125/1615 [=>............................] - ETA: 13:59 - loss: 394.5142 - logits_profile_predictions_loss: 387.2622 - logcount_predictions_loss: 0.4561 126/1615 [=>............................] - ETA: 13:58 - loss: 394.4740 - logits_profile_predictions_loss: 387.2208 - logcount_predictions_loss: 0.4562 127/1615 [=>............................] - ETA: 13:58 - loss: 394.4344 - logits_profile_predictions_loss: 387.1800 - logcount_predictions_loss: 0.4563 128/1615 [=>............................] - ETA: 13:57 - loss: 394.3957 - logits_profile_predictions_loss: 387.1401 - logcount_predictions_loss: 0.4563 129/1615 [=>............................] - ETA: 13:57 - loss: 394.3581 - logits_profile_predictions_loss: 387.1014 - logcount_predictions_loss: 0.4564 130/1615 [=>............................] - ETA: 13:56 - loss: 394.3178 - logits_profile_predictions_loss: 387.0601 - logcount_predictions_loss: 0.4565 131/1615 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[==>...........................] - ETA: 13:12 - loss: 392.1954 - logits_profile_predictions_loss: 384.8929 - logcount_predictions_loss: 0.4593 210/1615 [==>...........................] - ETA: 13:11 - loss: 392.1762 - logits_profile_predictions_loss: 384.8730 - logcount_predictions_loss: 0.4593 211/1615 [==>...........................] - ETA: 13:11 - loss: 392.1582 - logits_profile_predictions_loss: 384.8542 - logcount_predictions_loss: 0.4594 212/1615 [==>...........................] - ETA: 13:10 - loss: 392.1417 - logits_profile_predictions_loss: 384.8371 - logcount_predictions_loss: 0.4594 213/1615 [==>...........................] - ETA: 13:10 - loss: 392.1263 - logits_profile_predictions_loss: 384.8210 - logcount_predictions_loss: 0.4595 214/1615 [==>...........................] - ETA: 13:09 - loss: 392.1113 - logits_profile_predictions_loss: 384.8054 - logcount_predictions_loss: 0.4595 215/1615 [==>...........................] - ETA: 13:09 - loss: 392.0960 - 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[===>..........................] - ETA: 13:05 - loss: 391.9971 - logits_profile_predictions_loss: 384.6860 - logcount_predictions_loss: 0.4598 223/1615 [===>..........................] - ETA: 13:04 - loss: 391.9852 - logits_profile_predictions_loss: 384.6734 - logcount_predictions_loss: 0.4599 224/1615 [===>..........................] - ETA: 13:03 - loss: 391.9735 - logits_profile_predictions_loss: 384.6609 - logcount_predictions_loss: 0.4599 225/1615 [===>..........................] - ETA: 13:03 - loss: 391.9613 - logits_profile_predictions_loss: 384.6480 - logcount_predictions_loss: 0.4600 226/1615 [===>..........................] - ETA: 13:02 - loss: 391.9485 - logits_profile_predictions_loss: 384.6344 - logcount_predictions_loss: 0.4600 227/1615 [===>..........................] - ETA: 13:02 - loss: 391.9352 - logits_profile_predictions_loss: 384.6204 - logcount_predictions_loss: 0.4601 228/1615 [===>..........................] - ETA: 13:01 - loss: 391.9213 - logits_profile_predictions_loss: 384.6058 - logcount_predictions_loss: 0.4601 229/1615 [===>..........................] - ETA: 13:01 - loss: 391.9081 - logits_profile_predictions_loss: 384.5917 - logcount_predictions_loss: 0.4601 230/1615 [===>..........................] - ETA: 13:00 - loss: 391.8960 - logits_profile_predictions_loss: 384.5789 - logcount_predictions_loss: 0.4602 231/1615 [===>..........................] - ETA: 12:59 - loss: 391.8849 - logits_profile_predictions_loss: 384.5668 - logcount_predictions_loss: 0.4603 232/1615 [===>..........................] - ETA: 12:59 - loss: 391.8738 - logits_profile_predictions_loss: 384.5549 - logcount_predictions_loss: 0.4603 233/1615 [===>..........................] - ETA: 12:58 - loss: 391.8637 - logits_profile_predictions_loss: 384.5439 - logcount_predictions_loss: 0.4604 234/1615 [===>..........................] - ETA: 12:58 - loss: 391.8534 - logits_profile_predictions_loss: 384.5326 - logcount_predictions_loss: 0.4604 235/1615 [===>..........................] - ETA: 12:57 - loss: 391.8436 - logits_profile_predictions_loss: 384.5219 - logcount_predictions_loss: 0.4605 236/1615 [===>..........................] - ETA: 12:57 - loss: 391.8348 - logits_profile_predictions_loss: 384.5120 - logcount_predictions_loss: 0.4606 237/1615 [===>..........................] - ETA: 12:56 - loss: 391.8255 - logits_profile_predictions_loss: 384.5016 - logcount_predictions_loss: 0.4606 238/1615 [===>..........................] - ETA: 12:56 - loss: 391.8161 - logits_profile_predictions_loss: 384.4912 - logcount_predictions_loss: 0.4607 239/1615 [===>..........................] - ETA: 12:55 - loss: 391.8065 - logits_profile_predictions_loss: 384.4805 - logcount_predictions_loss: 0.4608 240/1615 [===>..........................] - ETA: 12:54 - loss: 391.7970 - logits_profile_predictions_loss: 384.4699 - logcount_predictions_loss: 0.4608 241/1615 [===>..........................] - ETA: 12:54 - loss: 391.7872 - logits_profile_predictions_loss: 384.4589 - logcount_predictions_loss: 0.4609 242/1615 [===>..........................] - ETA: 12:53 - loss: 391.7776 - logits_profile_predictions_loss: 384.4482 - logcount_predictions_loss: 0.4610 243/1615 [===>..........................] - ETA: 12:53 - loss: 391.7680 - logits_profile_predictions_loss: 384.4374 - logcount_predictions_loss: 0.4610 244/1615 [===>..........................] - ETA: 12:52 - loss: 391.7588 - logits_profile_predictions_loss: 384.4271 - logcount_predictions_loss: 0.4611 245/1615 [===>..........................] - ETA: 12:52 - loss: 391.7492 - logits_profile_predictions_loss: 384.4163 - logcount_predictions_loss: 0.4612 246/1615 [===>..........................] - ETA: 12:51 - loss: 391.7390 - logits_profile_predictions_loss: 384.4050 - logcount_predictions_loss: 0.4613 247/1615 [===>..........................] - ETA: 12:50 - loss: 391.7282 - logits_profile_predictions_loss: 384.3929 - logcount_predictions_loss: 0.4613 248/1615 [===>..........................] - ETA: 12:50 - loss: 391.7173 - logits_profile_predictions_loss: 384.3808 - logcount_predictions_loss: 0.4614 249/1615 [===>..........................] - ETA: 12:49 - loss: 391.7077 - logits_profile_predictions_loss: 384.3700 - logcount_predictions_loss: 0.4615 250/1615 [===>..........................] - ETA: 12:49 - loss: 391.6984 - logits_profile_predictions_loss: 384.3595 - logcount_predictions_loss: 0.4616 251/1615 [===>..........................] - ETA: 12:48 - loss: 391.6898 - logits_profile_predictions_loss: 384.3497 - logcount_predictions_loss: 0.4616 252/1615 [===>..........................] - ETA: 12:48 - loss: 391.6814 - logits_profile_predictions_loss: 384.3400 - logcount_predictions_loss: 0.4617 253/1615 [===>..........................] - ETA: 12:47 - loss: 391.6733 - logits_profile_predictions_loss: 384.3308 - logcount_predictions_loss: 0.4618 254/1615 [===>..........................] - ETA: 12:47 - loss: 391.6661 - logits_profile_predictions_loss: 384.3224 - logcount_predictions_loss: 0.4619 255/1615 [===>..........................] - ETA: 12:46 - loss: 391.6589 - logits_profile_predictions_loss: 384.3140 - logcount_predictions_loss: 0.4619 256/1615 [===>..........................] - ETA: 12:45 - loss: 391.6512 - logits_profile_predictions_loss: 384.3051 - logcount_predictions_loss: 0.4620 257/1615 [===>..........................] - ETA: 12:45 - loss: 391.6438 - logits_profile_predictions_loss: 384.2965 - logcount_predictions_loss: 0.4621 258/1615 [===>..........................] - ETA: 12:44 - loss: 391.6358 - logits_profile_predictions_loss: 384.2873 - logcount_predictions_loss: 0.4622 259/1615 [===>..........................] - ETA: 12:44 - loss: 391.6287 - logits_profile_predictions_loss: 384.2790 - logcount_predictions_loss: 0.4622 260/1615 [===>..........................] - ETA: 12:43 - loss: 391.6213 - logits_profile_predictions_loss: 384.2704 - logcount_predictions_loss: 0.4623 261/1615 [===>..........................] - ETA: 12:43 - loss: 391.6134 - logits_profile_predictions_loss: 384.2613 - logcount_predictions_loss: 0.4624 262/1615 [===>..........................] - ETA: 12:42 - loss: 391.6053 - logits_profile_predictions_loss: 384.2521 - logcount_predictions_loss: 0.4625 263/1615 [===>..........................] - ETA: 12:41 - loss: 391.5973 - logits_profile_predictions_loss: 384.2430 - logcount_predictions_loss: 0.4625 264/1615 [===>..........................] - ETA: 12:41 - loss: 391.5897 - logits_profile_predictions_loss: 384.2343 - logcount_predictions_loss: 0.4626 265/1615 [===>..........................] - ETA: 12:40 - loss: 391.5827 - logits_profile_predictions_loss: 384.2262 - logcount_predictions_loss: 0.4627 266/1615 [===>..........................] - ETA: 12:40 - loss: 391.5754 - logits_profile_predictions_loss: 384.2179 - logcount_predictions_loss: 0.4627 267/1615 [===>..........................] - ETA: 12:39 - loss: 391.5685 - logits_profile_predictions_loss: 384.2099 - logcount_predictions_loss: 0.4628 268/1615 [===>..........................] - ETA: 12:39 - loss: 391.5617 - logits_profile_predictions_loss: 384.2021 - logcount_predictions_loss: 0.4629 269/1615 [===>..........................] - ETA: 12:38 - loss: 391.5544 - logits_profile_predictions_loss: 384.1937 - logcount_predictions_loss: 0.4629 270/1615 [====>.........................] - ETA: 12:37 - loss: 391.5470 - logits_profile_predictions_loss: 384.1853 - logcount_predictions_loss: 0.4630 271/1615 [====>.........................] - ETA: 12:37 - loss: 391.5405 - logits_profile_predictions_loss: 384.1778 - logcount_predictions_loss: 0.4631 272/1615 [====>.........................] - ETA: 12:36 - loss: 391.5342 - logits_profile_predictions_loss: 384.1704 - logcount_predictions_loss: 0.4631 273/1615 [====>.........................] - ETA: 12:36 - loss: 391.5287 - logits_profile_predictions_loss: 384.1638 - logcount_predictions_loss: 0.4632 274/1615 [====>.........................] - ETA: 12:35 - loss: 391.5221 - logits_profile_predictions_loss: 384.1562 - logcount_predictions_loss: 0.4633 275/1615 [====>.........................] - ETA: 12:35 - loss: 391.5156 - logits_profile_predictions_loss: 384.1488 - logcount_predictions_loss: 0.4633 276/1615 [====>.........................] - ETA: 12:34 - loss: 391.5104 - logits_profile_predictions_loss: 384.1425 - logcount_predictions_loss: 0.4634 277/1615 [====>.........................] - ETA: 12:34 - loss: 391.5049 - logits_profile_predictions_loss: 384.1359 - logcount_predictions_loss: 0.4635 278/1615 [====>.........................] - ETA: 12:33 - loss: 391.4997 - logits_profile_predictions_loss: 384.1297 - logcount_predictions_loss: 0.4635 279/1615 [====>.........................] - ETA: 12:32 - loss: 391.4943 - logits_profile_predictions_loss: 384.1232 - logcount_predictions_loss: 0.4636 280/1615 [====>.........................] - ETA: 12:32 - loss: 391.4890 - logits_profile_predictions_loss: 384.1169 - logcount_predictions_loss: 0.4637 281/1615 [====>.........................] - ETA: 12:31 - loss: 391.4837 - logits_profile_predictions_loss: 384.1105 - logcount_predictions_loss: 0.4637 282/1615 [====>.........................] - ETA: 12:31 - loss: 391.4788 - logits_profile_predictions_loss: 384.1046 - logcount_predictions_loss: 0.4638 283/1615 [====>.........................] - ETA: 12:30 - loss: 391.4742 - logits_profile_predictions_loss: 384.0990 - logcount_predictions_loss: 0.4639 284/1615 [====>.........................] - ETA: 12:30 - loss: 391.4693 - logits_profile_predictions_loss: 384.0930 - logcount_predictions_loss: 0.4639 285/1615 [====>.........................] - ETA: 12:29 - loss: 391.4646 - logits_profile_predictions_loss: 384.0873 - logcount_predictions_loss: 0.4640 286/1615 [====>.........................] - ETA: 12:28 - loss: 391.4595 - logits_profile_predictions_loss: 384.0811 - logcount_predictions_loss: 0.4640 287/1615 [====>.........................] - ETA: 12:28 - loss: 391.4540 - logits_profile_predictions_loss: 384.0746 - logcount_predictions_loss: 0.4641 288/1615 [====>.........................] - ETA: 12:27 - loss: 391.4488 - logits_profile_predictions_loss: 384.0683 - logcount_predictions_loss: 0.4642 289/1615 [====>.........................] - ETA: 12:27 - loss: 391.4435 - logits_profile_predictions_loss: 384.0620 - logcount_predictions_loss: 0.4642 290/1615 [====>.........................] - ETA: 12:26 - loss: 391.4376 - logits_profile_predictions_loss: 384.0550 - logcount_predictions_loss: 0.4643 291/1615 [====>.........................] - ETA: 12:26 - loss: 391.4314 - logits_profile_predictions_loss: 384.0478 - logcount_predictions_loss: 0.4644 292/1615 [====>.........................] - ETA: 12:25 - loss: 391.4254 - logits_profile_predictions_loss: 384.0407 - logcount_predictions_loss: 0.4644 293/1615 [====>.........................] - ETA: 12:25 - loss: 391.4197 - logits_profile_predictions_loss: 384.0340 - logcount_predictions_loss: 0.4645 294/1615 [====>.........................] - ETA: 12:24 - loss: 391.4137 - logits_profile_predictions_loss: 384.0269 - logcount_predictions_loss: 0.4646 295/1615 [====>.........................] - ETA: 12:23 - loss: 391.4080 - logits_profile_predictions_loss: 384.0203 - logcount_predictions_loss: 0.4646 296/1615 [====>.........................] - ETA: 12:23 - loss: 391.4021 - logits_profile_predictions_loss: 384.0134 - logcount_predictions_loss: 0.4647 297/1615 [====>.........................] - ETA: 12:22 - loss: 391.3961 - logits_profile_predictions_loss: 384.0064 - logcount_predictions_loss: 0.4648 298/1615 [====>.........................] - ETA: 12:22 - loss: 391.3902 - logits_profile_predictions_loss: 383.9995 - logcount_predictions_loss: 0.4648 299/1615 [====>.........................] - ETA: 12:21 - loss: 391.3848 - logits_profile_predictions_loss: 383.9931 - logcount_predictions_loss: 0.4649 300/1615 [====>.........................] - ETA: 12:21 - loss: 391.3790 - logits_profile_predictions_loss: 383.9863 - logcount_predictions_loss: 0.4649 301/1615 [====>.........................] - ETA: 12:20 - loss: 391.3735 - logits_profile_predictions_loss: 383.9800 - logcount_predictions_loss: 0.4650 302/1615 [====>.........................] - ETA: 12:19 - loss: 391.3678 - logits_profile_predictions_loss: 383.9733 - logcount_predictions_loss: 0.4651 303/1615 [====>.........................] - ETA: 12:19 - loss: 391.3621 - logits_profile_predictions_loss: 383.9667 - logcount_predictions_loss: 0.4651 304/1615 [====>.........................] - ETA: 12:18 - loss: 391.3564 - logits_profile_predictions_loss: 383.9601 - logcount_predictions_loss: 0.4652 305/1615 [====>.........................] - ETA: 12:18 - loss: 391.3505 - logits_profile_predictions_loss: 383.9533 - logcount_predictions_loss: 0.4652 306/1615 [====>.........................] - ETA: 12:17 - loss: 391.3445 - logits_profile_predictions_loss: 383.9464 - logcount_predictions_loss: 0.4653 307/1615 [====>.........................] - ETA: 12:17 - loss: 391.3382 - logits_profile_predictions_loss: 383.9392 - logcount_predictions_loss: 0.4653 308/1615 [====>.........................] - ETA: 12:16 - loss: 391.3315 - logits_profile_predictions_loss: 383.9317 - logcount_predictions_loss: 0.4654 309/1615 [====>.........................] - ETA: 12:16 - loss: 391.3248 - logits_profile_predictions_loss: 383.9240 - logcount_predictions_loss: 0.4655 310/1615 [====>.........................] - ETA: 12:15 - loss: 391.3180 - logits_profile_predictions_loss: 383.9164 - logcount_predictions_loss: 0.4655 311/1615 [====>.........................] - ETA: 12:14 - loss: 391.3114 - logits_profile_predictions_loss: 383.9089 - logcount_predictions_loss: 0.4656 312/1615 [====>.........................] - ETA: 12:14 - loss: 391.3050 - logits_profile_predictions_loss: 383.9016 - logcount_predictions_loss: 0.4656 313/1615 [====>.........................] - ETA: 12:13 - loss: 391.2987 - logits_profile_predictions_loss: 383.8944 - logcount_predictions_loss: 0.4657 314/1615 [====>.........................] - ETA: 12:13 - loss: 391.2926 - logits_profile_predictions_loss: 383.8876 - logcount_predictions_loss: 0.4657 315/1615 [====>.........................] - ETA: 12:12 - loss: 391.2862 - logits_profile_predictions_loss: 383.8803 - logcount_predictions_loss: 0.4658 316/1615 [====>.........................] - ETA: 12:12 - loss: 391.2799 - logits_profile_predictions_loss: 383.8732 - logcount_predictions_loss: 0.4658 317/1615 [====>.........................] - ETA: 12:11 - loss: 391.2733 - logits_profile_predictions_loss: 383.8658 - logcount_predictions_loss: 0.4659 318/1615 [====>.........................] - ETA: 12:10 - loss: 391.2671 - logits_profile_predictions_loss: 383.8588 - logcount_predictions_loss: 0.4659 319/1615 [====>.........................] - ETA: 12:10 - loss: 391.2607 - logits_profile_predictions_loss: 383.8516 - logcount_predictions_loss: 0.4660 320/1615 [====>.........................] - ETA: 12:09 - loss: 391.2544 - logits_profile_predictions_loss: 383.8444 - logcount_predictions_loss: 0.4660 321/1615 [====>.........................] - ETA: 12:09 - loss: 391.2478 - logits_profile_predictions_loss: 383.8371 - logcount_predictions_loss: 0.4661 322/1615 [====>.........................] - ETA: 12:08 - loss: 391.2414 - logits_profile_predictions_loss: 383.8299 - logcount_predictions_loss: 0.4661 323/1615 [=====>........................] - ETA: 12:08 - loss: 391.2351 - logits_profile_predictions_loss: 383.8229 - logcount_predictions_loss: 0.4662 324/1615 [=====>........................] - ETA: 12:07 - loss: 391.2288 - logits_profile_predictions_loss: 383.8158 - logcount_predictions_loss: 0.4662 325/1615 [=====>........................] - ETA: 12:07 - loss: 391.2230 - logits_profile_predictions_loss: 383.8093 - logcount_predictions_loss: 0.4663 326/1615 [=====>........................] - ETA: 12:06 - loss: 391.2171 - logits_profile_predictions_loss: 383.8027 - logcount_predictions_loss: 0.4663 327/1615 [=====>........................] - ETA: 12:05 - loss: 391.2121 - logits_profile_predictions_loss: 383.7970 - logcount_predictions_loss: 0.4664 328/1615 [=====>........................] - ETA: 12:05 - loss: 391.2065 - logits_profile_predictions_loss: 383.7908 - logcount_predictions_loss: 0.4664 329/1615 [=====>........................] - ETA: 12:04 - loss: 391.2013 - logits_profile_predictions_loss: 383.7849 - logcount_predictions_loss: 0.4664 330/1615 [=====>........................] - ETA: 12:04 - loss: 391.1960 - logits_profile_predictions_loss: 383.7790 - logcount_predictions_loss: 0.4665 331/1615 [=====>........................] - ETA: 12:03 - loss: 391.1903 - logits_profile_predictions_loss: 383.7727 - logcount_predictions_loss: 0.4665 332/1615 [=====>........................] - ETA: 12:03 - loss: 391.1843 - logits_profile_predictions_loss: 383.7661 - logcount_predictions_loss: 0.4666 333/1615 [=====>........................] - ETA: 12:02 - loss: 391.1777 - logits_profile_predictions_loss: 383.7589 - logcount_predictions_loss: 0.4666 334/1615 [=====>........................] - ETA: 12:01 - loss: 391.1713 - logits_profile_predictions_loss: 383.7519 - logcount_predictions_loss: 0.4666 335/1615 [=====>........................] - ETA: 12:01 - loss: 391.1652 - logits_profile_predictions_loss: 383.7452 - logcount_predictions_loss: 0.4667 336/1615 [=====>........................] - ETA: 12:00 - loss: 391.1595 - logits_profile_predictions_loss: 383.7390 - logcount_predictions_loss: 0.4667 337/1615 [=====>........................] - ETA: 12:00 - loss: 391.1537 - logits_profile_predictions_loss: 383.7325 - logcount_predictions_loss: 0.4667 338/1615 [=====>........................] - ETA: 11:59 - loss: 391.1484 - logits_profile_predictions_loss: 383.7267 - logcount_predictions_loss: 0.4668 339/1615 [=====>........................] - ETA: 11:59 - loss: 391.1435 - logits_profile_predictions_loss: 383.7214 - logcount_predictions_loss: 0.4668 340/1615 [=====>........................] - ETA: 11:58 - loss: 391.1386 - logits_profile_predictions_loss: 383.7159 - logcount_predictions_loss: 0.4668 341/1615 [=====>........................] - ETA: 11:57 - loss: 391.1341 - logits_profile_predictions_loss: 383.7109 - logcount_predictions_loss: 0.4669 342/1615 [=====>........................] - ETA: 11:57 - loss: 391.1299 - logits_profile_predictions_loss: 383.7062 - logcount_predictions_loss: 0.4669 343/1615 [=====>........................] - ETA: 11:56 - loss: 391.1256 - logits_profile_predictions_loss: 383.7014 - logcount_predictions_loss: 0.4669 344/1615 [=====>........................] - ETA: 11:56 - loss: 391.1216 - logits_profile_predictions_loss: 383.6968 - logcount_predictions_loss: 0.4670 345/1615 [=====>........................] - ETA: 11:55 - loss: 391.1177 - logits_profile_predictions_loss: 383.6924 - logcount_predictions_loss: 0.4670 346/1615 [=====>........................] - ETA: 11:55 - loss: 391.1142 - logits_profile_predictions_loss: 383.6885 - logcount_predictions_loss: 0.4670 347/1615 [=====>........................] - ETA: 11:54 - loss: 391.1109 - logits_profile_predictions_loss: 383.6847 - logcount_predictions_loss: 0.4671 348/1615 [=====>........................] - ETA: 11:54 - loss: 391.1072 - logits_profile_predictions_loss: 383.6804 - logcount_predictions_loss: 0.4671 349/1615 [=====>........................] - ETA: 11:53 - loss: 391.1028 - logits_profile_predictions_loss: 383.6756 - logcount_predictions_loss: 0.4671 350/1615 [=====>........................] - ETA: 11:52 - loss: 391.0984 - logits_profile_predictions_loss: 383.6707 - logcount_predictions_loss: 0.4671 351/1615 [=====>........................] - ETA: 11:52 - loss: 391.0939 - logits_profile_predictions_loss: 383.6658 - logcount_predictions_loss: 0.4672 352/1615 [=====>........................] - ETA: 11:51 - loss: 391.0892 - logits_profile_predictions_loss: 383.6606 - logcount_predictions_loss: 0.4672 353/1615 [=====>........................] - ETA: 11:51 - loss: 391.0850 - logits_profile_predictions_loss: 383.6559 - logcount_predictions_loss: 0.4672 354/1615 [=====>........................] - ETA: 11:50 - loss: 391.0807 - logits_profile_predictions_loss: 383.6512 - logcount_predictions_loss: 0.4673 355/1615 [=====>........................] - ETA: 11:50 - loss: 391.0760 - logits_profile_predictions_loss: 383.6461 - logcount_predictions_loss: 0.4673 356/1615 [=====>........................] - ETA: 11:49 - loss: 391.0719 - logits_profile_predictions_loss: 383.6415 - logcount_predictions_loss: 0.4673 357/1615 [=====>........................] - ETA: 11:48 - loss: 391.0674 - logits_profile_predictions_loss: 383.6366 - logcount_predictions_loss: 0.4673 358/1615 [=====>........................] - ETA: 11:48 - loss: 391.0631 - 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[============================>.] - ETA: 8s - loss: 388.5660 - logits_profile_predictions_loss: 381.0968 - logcount_predictions_loss: 0.4698 1601/1615 [============================>.] - ETA: 7s - loss: 388.5654 - logits_profile_predictions_loss: 381.0961 - logcount_predictions_loss: 0.4698 1602/1615 [============================>.] - ETA: 7s - loss: 388.5648 - logits_profile_predictions_loss: 381.0955 - logcount_predictions_loss: 0.4698 1603/1615 [============================>.] - ETA: 6s - loss: 388.5642 - logits_profile_predictions_loss: 381.0949 - logcount_predictions_loss: 0.4698 1604/1615 [============================>.] - ETA: 6s - loss: 388.5636 - logits_profile_predictions_loss: 381.0943 - logcount_predictions_loss: 0.4698 1605/1615 [============================>.] - ETA: 5s - loss: 388.5630 - logits_profile_predictions_loss: 381.0937 - logcount_predictions_loss: 0.4698 1606/1615 [============================>.] - ETA: 5s - loss: 388.5623 - logits_profile_predictions_loss: 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loss: 388.5579 - logits_profile_predictions_loss: 381.0885 - logcount_predictions_loss: 0.4698 1614/1615 [============================>.] - ETA: 0s - loss: 388.5572 - logits_profile_predictions_loss: 381.0879 - logcount_predictions_loss: 0.4698 1615/1615 [==============================] - ETA: 0s - loss: 388.5566 - logits_profile_predictions_loss: 381.0873 - logcount_predictions_loss: 0.4698 1615/1615 [==============================] - 943s 584ms/step - loss: 388.5559 - logits_profile_predictions_loss: 381.0866 - logcount_predictions_loss: 0.4698 - val_loss: 413.1047 - val_logits_profile_predictions_loss: 405.9547 - val_logcount_predictions_loss: 0.4497 Epoch 00006: val_loss improved from 415.42993 to 413.10468, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2/chrombpnet.h5 Epoch 7/50 1/1615 [..............................] - ETA: 15:33 - loss: 447.0891 - logits_profile_predictions_loss: 439.4339 - 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[===========================>..] - ETA: 37s - loss: 383.1643 - logits_profile_predictions_loss: 376.0030 - logcount_predictions_loss: 0.4504 1550/1615 [===========================>..] - ETA: 36s - loss: 383.1644 - logits_profile_predictions_loss: 376.0031 - logcount_predictions_loss: 0.4504 1551/1615 [===========================>..] - ETA: 36s - loss: 383.1646 - logits_profile_predictions_loss: 376.0033 - logcount_predictions_loss: 0.4504 1552/1615 [===========================>..] - ETA: 35s - loss: 383.1648 - logits_profile_predictions_loss: 376.0034 - logcount_predictions_loss: 0.4504 1553/1615 [===========================>..] - ETA: 35s - loss: 383.1649 - logits_profile_predictions_loss: 376.0036 - logcount_predictions_loss: 0.4504 1554/1615 [===========================>..] - ETA: 34s - loss: 383.1651 - logits_profile_predictions_loss: 376.0037 - logcount_predictions_loss: 0.4504 1555/1615 [===========================>..] - ETA: 33s - loss: 383.1652 - 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[============================>.] - ETA: 29s - loss: 383.1660 - logits_profile_predictions_loss: 376.0046 - logcount_predictions_loss: 0.4504 1563/1615 [============================>.] - ETA: 29s - loss: 383.1661 - logits_profile_predictions_loss: 376.0047 - logcount_predictions_loss: 0.4504 1564/1615 [============================>.] - ETA: 28s - loss: 383.1663 - logits_profile_predictions_loss: 376.0048 - logcount_predictions_loss: 0.4504 1565/1615 [============================>.] - ETA: 28s - loss: 383.1664 - logits_profile_predictions_loss: 376.0049 - logcount_predictions_loss: 0.4504 1566/1615 [============================>.] - ETA: 27s - loss: 383.1665 - logits_profile_predictions_loss: 376.0050 - logcount_predictions_loss: 0.4504 1567/1615 [============================>.] - ETA: 27s - loss: 383.1666 - logits_profile_predictions_loss: 376.0051 - logcount_predictions_loss: 0.4504 1568/1615 [============================>.] - ETA: 26s - loss: 383.1668 - logits_profile_predictions_loss: 376.0052 - logcount_predictions_loss: 0.4504 1569/1615 [============================>.] - ETA: 25s - loss: 383.1669 - logits_profile_predictions_loss: 376.0054 - logcount_predictions_loss: 0.4504 1570/1615 [============================>.] - ETA: 25s - loss: 383.1671 - logits_profile_predictions_loss: 376.0055 - logcount_predictions_loss: 0.4504 1571/1615 [============================>.] - ETA: 24s - loss: 383.1672 - logits_profile_predictions_loss: 376.0056 - logcount_predictions_loss: 0.4504 1572/1615 [============================>.] - ETA: 24s - loss: 383.1674 - logits_profile_predictions_loss: 376.0058 - logcount_predictions_loss: 0.4504 1573/1615 [============================>.] - ETA: 23s - loss: 383.1675 - logits_profile_predictions_loss: 376.0059 - logcount_predictions_loss: 0.4504 1574/1615 [============================>.] - ETA: 23s - loss: 383.1677 - logits_profile_predictions_loss: 376.0060 - logcount_predictions_loss: 0.4504 1575/1615 [============================>.] - ETA: 22s - loss: 383.1678 - logits_profile_predictions_loss: 376.0062 - logcount_predictions_loss: 0.4504 1576/1615 [============================>.] - ETA: 22s - loss: 383.1679 - logits_profile_predictions_loss: 376.0063 - logcount_predictions_loss: 0.4504 1577/1615 [============================>.] - ETA: 21s - loss: 383.1681 - logits_profile_predictions_loss: 376.0064 - logcount_predictions_loss: 0.4504 1578/1615 [============================>.] - ETA: 20s - loss: 383.1682 - logits_profile_predictions_loss: 376.0065 - logcount_predictions_loss: 0.4504 1579/1615 [============================>.] - ETA: 20s - loss: 383.1683 - logits_profile_predictions_loss: 376.0066 - logcount_predictions_loss: 0.4504 1580/1615 [============================>.] - ETA: 19s - loss: 383.1684 - logits_profile_predictions_loss: 376.0067 - logcount_predictions_loss: 0.4504 1581/1615 [============================>.] - ETA: 19s - loss: 383.1685 - logits_profile_predictions_loss: 376.0068 - logcount_predictions_loss: 0.4504 1582/1615 [============================>.] - ETA: 18s - loss: 383.1686 - logits_profile_predictions_loss: 376.0069 - logcount_predictions_loss: 0.4504 1583/1615 [============================>.] - ETA: 18s - loss: 383.1688 - logits_profile_predictions_loss: 376.0070 - logcount_predictions_loss: 0.4504 1584/1615 [============================>.] - ETA: 17s - loss: 383.1689 - logits_profile_predictions_loss: 376.0071 - logcount_predictions_loss: 0.4504 1585/1615 [============================>.] - ETA: 16s - loss: 383.1690 - logits_profile_predictions_loss: 376.0072 - logcount_predictions_loss: 0.4504 1586/1615 [============================>.] - ETA: 16s - loss: 383.1691 - logits_profile_predictions_loss: 376.0072 - logcount_predictions_loss: 0.4504 1587/1615 [============================>.] - ETA: 15s - loss: 383.1691 - logits_profile_predictions_loss: 376.0073 - logcount_predictions_loss: 0.4504 1588/1615 [============================>.] - ETA: 15s - loss: 383.1692 - logits_profile_predictions_loss: 376.0073 - logcount_predictions_loss: 0.4504 1589/1615 [============================>.] - ETA: 14s - loss: 383.1692 - logits_profile_predictions_loss: 376.0074 - logcount_predictions_loss: 0.4504 1590/1615 [============================>.] - ETA: 14s - loss: 383.1693 - logits_profile_predictions_loss: 376.0074 - logcount_predictions_loss: 0.4504 1591/1615 [============================>.] - ETA: 13s - loss: 383.1693 - logits_profile_predictions_loss: 376.0074 - logcount_predictions_loss: 0.4504 1592/1615 [============================>.] - ETA: 12s - loss: 383.1694 - logits_profile_predictions_loss: 376.0075 - logcount_predictions_loss: 0.4504 1593/1615 [============================>.] - ETA: 12s - loss: 383.1694 - logits_profile_predictions_loss: 376.0075 - logcount_predictions_loss: 0.4504 1594/1615 [============================>.] - ETA: 11s - loss: 383.1695 - logits_profile_predictions_loss: 376.0075 - logcount_predictions_loss: 0.4504 1595/1615 [============================>.] - ETA: 11s - loss: 383.1695 - logits_profile_predictions_loss: 376.0075 - logcount_predictions_loss: 0.4504 1596/1615 [============================>.] - ETA: 10s - loss: 383.1695 - logits_profile_predictions_loss: 376.0075 - logcount_predictions_loss: 0.4504 1597/1615 [============================>.] - ETA: 10s - loss: 383.1695 - logits_profile_predictions_loss: 376.0076 - logcount_predictions_loss: 0.4504 1598/1615 [============================>.] - ETA: 9s - loss: 383.1696 - logits_profile_predictions_loss: 376.0076 - logcount_predictions_loss: 0.4504  1599/1615 [============================>.] - ETA: 9s - loss: 383.1696 - logits_profile_predictions_loss: 376.0076 - logcount_predictions_loss: 0.4504 1600/1615 [============================>.] - ETA: 8s - loss: 383.1696 - logits_profile_predictions_loss: 376.0076 - logcount_predictions_loss: 0.4504 1601/1615 [============================>.] - ETA: 7s - loss: 383.1697 - logits_profile_predictions_loss: 376.0076 - logcount_predictions_loss: 0.4504 1602/1615 [============================>.] - ETA: 7s - loss: 383.1697 - logits_profile_predictions_loss: 376.0077 - logcount_predictions_loss: 0.4504 1603/1615 [============================>.] - ETA: 6s - loss: 383.1697 - logits_profile_predictions_loss: 376.0077 - logcount_predictions_loss: 0.4504 1604/1615 [============================>.] - ETA: 6s - loss: 383.1698 - logits_profile_predictions_loss: 376.0077 - logcount_predictions_loss: 0.4504 1605/1615 [============================>.] - ETA: 5s - loss: 383.1698 - logits_profile_predictions_loss: 376.0078 - logcount_predictions_loss: 0.4504 1606/1615 [============================>.] - ETA: 5s - loss: 383.1698 - logits_profile_predictions_loss: 376.0078 - logcount_predictions_loss: 0.4504 1607/1615 [============================>.] - ETA: 4s - loss: 383.1698 - logits_profile_predictions_loss: 376.0078 - logcount_predictions_loss: 0.4504 1608/1615 [============================>.] - ETA: 3s - loss: 383.1698 - logits_profile_predictions_loss: 376.0078 - logcount_predictions_loss: 0.4504 1609/1615 [============================>.] - ETA: 3s - loss: 383.1698 - logits_profile_predictions_loss: 376.0077 - logcount_predictions_loss: 0.4504 1610/1615 [============================>.] - ETA: 2s - loss: 383.1698 - logits_profile_predictions_loss: 376.0077 - logcount_predictions_loss: 0.4504 1611/1615 [============================>.] - ETA: 2s - loss: 383.1698 - logits_profile_predictions_loss: 376.0077 - logcount_predictions_loss: 0.4504 1612/1615 [============================>.] - ETA: 1s - loss: 383.1699 - logits_profile_predictions_loss: 376.0078 - logcount_predictions_loss: 0.4504 1613/1615 [============================>.] - ETA: 1s - loss: 383.1699 - logits_profile_predictions_loss: 376.0078 - logcount_predictions_loss: 0.4504 1614/1615 [============================>.] - ETA: 0s - loss: 383.1700 - logits_profile_predictions_loss: 376.0078 - logcount_predictions_loss: 0.4504 1615/1615 [==============================] - ETA: 0s - loss: 383.1700 - logits_profile_predictions_loss: 376.0078 - logcount_predictions_loss: 0.4504 1615/1615 [==============================] - 945s 585ms/step - loss: 383.1700 - logits_profile_predictions_loss: 376.0079 - logcount_predictions_loss: 0.4504 - val_loss: 413.3152 - val_logits_profile_predictions_loss: 406.1035 - val_logcount_predictions_loss: 0.4536 Epoch 00007: val_loss did not improve from 413.10468 Epoch 8/50 1/1615 [..............................] - ETA: 15:33 - loss: 371.4577 - logits_profile_predictions_loss: 364.0753 - logcount_predictions_loss: 0.4643 2/1615 [..............................] - ETA: 15:11 - loss: 359.0437 - logits_profile_predictions_loss: 352.0947 - logcount_predictions_loss: 0.4370 3/1615 [..............................] - ETA: 15:10 - loss: 363.6390 - logits_profile_predictions_loss: 356.7300 - logcount_predictions_loss: 0.4345 4/1615 [..............................] - ETA: 15:09 - loss: 368.0428 - logits_profile_predictions_loss: 361.2083 - logcount_predictions_loss: 0.4298 5/1615 [..............................] - ETA: 15:09 - loss: 368.1131 - logits_profile_predictions_loss: 361.3039 - logcount_predictions_loss: 0.4282 6/1615 [..............................] - ETA: 15:08 - loss: 368.4483 - logits_profile_predictions_loss: 361.7378 - logcount_predictions_loss: 0.4220 7/1615 [..............................] - ETA: 15:07 - loss: 369.0093 - logits_profile_predictions_loss: 362.3415 - logcount_predictions_loss: 0.4194 8/1615 [..............................] - ETA: 15:07 - loss: 368.5350 - logits_profile_predictions_loss: 361.9411 - logcount_predictions_loss: 0.4147 9/1615 [..............................] - ETA: 15:06 - loss: 368.7765 - logits_profile_predictions_loss: 362.2221 - logcount_predictions_loss: 0.4122 10/1615 [..............................] - ETA: 15:06 - loss: 368.9132 - logits_profile_predictions_loss: 362.3797 - logcount_predictions_loss: 0.4109 11/1615 [..............................] - ETA: 15:05 - loss: 369.0484 - logits_profile_predictions_loss: 362.5387 - logcount_predictions_loss: 0.4094 12/1615 [..............................] - ETA: 15:04 - loss: 369.1441 - logits_profile_predictions_loss: 362.6414 - logcount_predictions_loss: 0.4090 13/1615 [..............................] - ETA: 15:04 - loss: 369.2655 - logits_profile_predictions_loss: 362.7750 - logcount_predictions_loss: 0.4082 14/1615 [..............................] - ETA: 15:03 - loss: 369.4907 - logits_profile_predictions_loss: 363.0169 - logcount_predictions_loss: 0.4072 15/1615 [..............................] - ETA: 15:03 - loss: 369.7994 - logits_profile_predictions_loss: 363.3379 - logcount_predictions_loss: 0.4064 16/1615 [..............................] - ETA: 15:02 - loss: 369.8938 - logits_profile_predictions_loss: 363.4364 - logcount_predictions_loss: 0.4061 17/1615 [..............................] - ETA: 15:02 - loss: 369.9779 - logits_profile_predictions_loss: 363.5276 - logcount_predictions_loss: 0.4057 18/1615 [..............................] - ETA: 15:01 - loss: 370.0909 - logits_profile_predictions_loss: 363.6514 - logcount_predictions_loss: 0.4050 19/1615 [..............................] - ETA: 15:01 - loss: 370.1959 - logits_profile_predictions_loss: 363.7675 - logcount_predictions_loss: 0.4043 20/1615 [..............................] - ETA: 15:00 - loss: 370.2801 - logits_profile_predictions_loss: 363.8595 - logcount_predictions_loss: 0.4038 21/1615 [..............................] - ETA: 14:59 - loss: 370.4525 - logits_profile_predictions_loss: 364.0381 - logcount_predictions_loss: 0.4034 22/1615 [..............................] - ETA: 14:59 - loss: 370.6617 - logits_profile_predictions_loss: 364.2534 - logcount_predictions_loss: 0.4030 23/1615 [..............................] - ETA: 14:58 - loss: 370.8072 - logits_profile_predictions_loss: 364.4056 - logcount_predictions_loss: 0.4026 24/1615 [..............................] - ETA: 14:58 - loss: 370.9015 - logits_profile_predictions_loss: 364.5056 - logcount_predictions_loss: 0.4023 25/1615 [..............................] - ETA: 14:57 - loss: 371.0164 - logits_profile_predictions_loss: 364.6220 - logcount_predictions_loss: 0.4022 26/1615 [..............................] - ETA: 14:57 - loss: 371.1236 - logits_profile_predictions_loss: 364.7314 - logcount_predictions_loss: 0.4020 27/1615 [..............................] - ETA: 14:56 - loss: 371.2194 - logits_profile_predictions_loss: 364.8315 - logcount_predictions_loss: 0.4018 28/1615 [..............................] - ETA: 14:55 - loss: 371.2422 - logits_profile_predictions_loss: 364.8563 - logcount_predictions_loss: 0.4016 29/1615 [..............................] - ETA: 14:55 - loss: 371.2442 - logits_profile_predictions_loss: 364.8593 - logcount_predictions_loss: 0.4016 30/1615 [..............................] - ETA: 14:54 - loss: 371.2469 - logits_profile_predictions_loss: 364.8640 - logcount_predictions_loss: 0.4014 31/1615 [..............................] - ETA: 14:54 - loss: 371.2472 - logits_profile_predictions_loss: 364.8659 - logcount_predictions_loss: 0.4013 32/1615 [..............................] - ETA: 14:53 - loss: 371.2412 - logits_profile_predictions_loss: 364.8626 - logcount_predictions_loss: 0.4012 33/1615 [..............................] - ETA: 14:53 - loss: 371.2646 - logits_profile_predictions_loss: 364.8847 - logcount_predictions_loss: 0.4013 34/1615 [..............................] - ETA: 14:52 - loss: 371.3247 - logits_profile_predictions_loss: 364.9416 - logcount_predictions_loss: 0.4015 35/1615 [..............................] - ETA: 14:51 - loss: 371.3600 - logits_profile_predictions_loss: 364.9749 - logcount_predictions_loss: 0.4016 36/1615 [..............................] - ETA: 14:51 - loss: 371.3790 - logits_profile_predictions_loss: 364.9922 - logcount_predictions_loss: 0.4017 37/1615 [..............................] - ETA: 14:50 - loss: 371.4191 - logits_profile_predictions_loss: 365.0317 - logcount_predictions_loss: 0.4017 38/1615 [..............................] - ETA: 14:50 - loss: 371.4614 - logits_profile_predictions_loss: 365.0719 - logcount_predictions_loss: 0.4019 39/1615 [..............................] - ETA: 14:49 - loss: 371.4917 - logits_profile_predictions_loss: 365.0997 - logcount_predictions_loss: 0.4020 40/1615 [..............................] - ETA: 14:49 - loss: 371.5231 - logits_profile_predictions_loss: 365.1269 - logcount_predictions_loss: 0.4023 41/1615 [..............................] - ETA: 14:48 - loss: 371.5511 - logits_profile_predictions_loss: 365.1518 - logcount_predictions_loss: 0.4025 42/1615 [..............................] - ETA: 14:48 - loss: 371.5815 - logits_profile_predictions_loss: 365.1791 - logcount_predictions_loss: 0.4027 43/1615 [..............................] - ETA: 14:47 - loss: 371.5889 - logits_profile_predictions_loss: 365.1826 - logcount_predictions_loss: 0.4029 44/1615 [..............................] - ETA: 14:46 - loss: 371.6107 - logits_profile_predictions_loss: 365.2006 - logcount_predictions_loss: 0.4032 45/1615 [..............................] - ETA: 14:46 - loss: 371.6407 - logits_profile_predictions_loss: 365.2264 - logcount_predictions_loss: 0.4034 46/1615 [..............................] - ETA: 14:45 - loss: 371.6803 - logits_profile_predictions_loss: 365.2629 - logcount_predictions_loss: 0.4036 47/1615 [..............................] - ETA: 14:45 - loss: 371.7278 - logits_profile_predictions_loss: 365.3079 - logcount_predictions_loss: 0.4038 48/1615 [..............................] - ETA: 14:44 - loss: 371.7993 - logits_profile_predictions_loss: 365.3763 - logcount_predictions_loss: 0.4040 49/1615 [..............................] - ETA: 14:44 - loss: 371.8676 - logits_profile_predictions_loss: 365.4412 - logcount_predictions_loss: 0.4042 50/1615 [..............................] - ETA: 14:43 - loss: 371.9358 - logits_profile_predictions_loss: 365.5066 - logcount_predictions_loss: 0.4044 51/1615 [..............................] - ETA: 14:42 - loss: 372.0013 - logits_profile_predictions_loss: 365.5694 - logcount_predictions_loss: 0.4045 52/1615 [..............................] - ETA: 14:42 - loss: 372.0589 - logits_profile_predictions_loss: 365.6244 - logcount_predictions_loss: 0.4047 53/1615 [..............................] - ETA: 14:41 - loss: 372.1047 - logits_profile_predictions_loss: 365.6678 - logcount_predictions_loss: 0.4048 54/1615 [>.............................] - ETA: 14:41 - loss: 372.1466 - logits_profile_predictions_loss: 365.7078 - logcount_predictions_loss: 0.4050 55/1615 [>.............................] - ETA: 14:40 - loss: 372.2013 - logits_profile_predictions_loss: 365.7611 - logcount_predictions_loss: 0.4050 56/1615 [>.............................] - ETA: 14:40 - loss: 372.2611 - logits_profile_predictions_loss: 365.8197 - logcount_predictions_loss: 0.4051 57/1615 [>.............................] - ETA: 14:39 - loss: 372.3226 - logits_profile_predictions_loss: 365.8797 - logcount_predictions_loss: 0.4052 58/1615 [>.............................] - ETA: 14:38 - loss: 372.3915 - logits_profile_predictions_loss: 365.9474 - logcount_predictions_loss: 0.4053 59/1615 [>.............................] - ETA: 14:38 - loss: 372.4658 - logits_profile_predictions_loss: 366.0205 - logcount_predictions_loss: 0.4054 60/1615 [>.............................] - ETA: 14:37 - loss: 372.5302 - logits_profile_predictions_loss: 366.0841 - logcount_predictions_loss: 0.4054 61/1615 [>.............................] - ETA: 14:37 - loss: 372.5889 - logits_profile_predictions_loss: 366.1421 - logcount_predictions_loss: 0.4055 62/1615 [>.............................] - ETA: 14:36 - loss: 372.6568 - logits_profile_predictions_loss: 366.2093 - logcount_predictions_loss: 0.4055 63/1615 [>.............................] - ETA: 14:36 - loss: 372.7335 - logits_profile_predictions_loss: 366.2852 - logcount_predictions_loss: 0.4056 64/1615 [>.............................] - ETA: 14:35 - loss: 372.7946 - logits_profile_predictions_loss: 366.3461 - logcount_predictions_loss: 0.4056 65/1615 [>.............................] - ETA: 14:35 - loss: 372.8415 - logits_profile_predictions_loss: 366.3924 - logcount_predictions_loss: 0.4056 66/1615 [>.............................] - ETA: 14:34 - loss: 372.8930 - logits_profile_predictions_loss: 366.4434 - logcount_predictions_loss: 0.4056 67/1615 [>.............................] - ETA: 14:33 - loss: 372.9502 - logits_profile_predictions_loss: 366.4998 - logcount_predictions_loss: 0.4057 68/1615 [>.............................] - ETA: 14:33 - loss: 373.0111 - logits_profile_predictions_loss: 366.5597 - logcount_predictions_loss: 0.4058 69/1615 [>.............................] - ETA: 14:32 - loss: 373.0758 - logits_profile_predictions_loss: 366.6234 - logcount_predictions_loss: 0.4058 70/1615 [>.............................] - ETA: 14:32 - loss: 373.1347 - logits_profile_predictions_loss: 366.6817 - logcount_predictions_loss: 0.4059 71/1615 [>.............................] - ETA: 14:31 - loss: 373.1868 - logits_profile_predictions_loss: 366.7335 - logcount_predictions_loss: 0.4059 72/1615 [>.............................] - ETA: 14:31 - loss: 373.2462 - logits_profile_predictions_loss: 366.7924 - logcount_predictions_loss: 0.4059 73/1615 [>.............................] - ETA: 14:30 - loss: 373.3105 - logits_profile_predictions_loss: 366.8559 - logcount_predictions_loss: 0.4059 74/1615 [>.............................] - ETA: 14:29 - loss: 373.3667 - logits_profile_predictions_loss: 366.9112 - logcount_predictions_loss: 0.4060 75/1615 [>.............................] - ETA: 14:29 - loss: 373.4266 - 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[===>..........................] - ETA: 12:50 - loss: 376.1315 - logits_profile_predictions_loss: 369.3900 - logcount_predictions_loss: 0.4240 252/1615 [===>..........................] - ETA: 12:49 - loss: 376.1323 - logits_profile_predictions_loss: 369.3900 - logcount_predictions_loss: 0.4240 253/1615 [===>..........................] - ETA: 12:48 - loss: 376.1335 - logits_profile_predictions_loss: 369.3903 - logcount_predictions_loss: 0.4241 254/1615 [===>..........................] - ETA: 12:48 - loss: 376.1342 - logits_profile_predictions_loss: 369.3902 - logcount_predictions_loss: 0.4242 255/1615 [===>..........................] - ETA: 12:47 - loss: 376.1351 - logits_profile_predictions_loss: 369.3902 - logcount_predictions_loss: 0.4242 256/1615 [===>..........................] - ETA: 12:47 - loss: 376.1359 - logits_profile_predictions_loss: 369.3903 - logcount_predictions_loss: 0.4243 257/1615 [===>..........................] - ETA: 12:46 - loss: 376.1377 - 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[====>.........................] - ETA: 12:35 - loss: 376.1846 - logits_profile_predictions_loss: 369.4234 - logcount_predictions_loss: 0.4252 278/1615 [====>.........................] - ETA: 12:34 - loss: 376.1874 - logits_profile_predictions_loss: 369.4256 - logcount_predictions_loss: 0.4253 279/1615 [====>.........................] - ETA: 12:34 - loss: 376.1904 - logits_profile_predictions_loss: 369.4280 - logcount_predictions_loss: 0.4253 280/1615 [====>.........................] - ETA: 12:33 - loss: 376.1935 - logits_profile_predictions_loss: 369.4305 - logcount_predictions_loss: 0.4253 281/1615 [====>.........................] - ETA: 12:33 - loss: 376.1963 - logits_profile_predictions_loss: 369.4327 - logcount_predictions_loss: 0.4254 282/1615 [====>.........................] - ETA: 12:32 - loss: 376.1995 - logits_profile_predictions_loss: 369.4353 - logcount_predictions_loss: 0.4254 283/1615 [====>.........................] - ETA: 12:32 - loss: 376.2023 - 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[====>.........................] - ETA: 12:28 - loss: 376.2157 - logits_profile_predictions_loss: 369.4472 - logcount_predictions_loss: 0.4257 291/1615 [====>.........................] - ETA: 12:27 - loss: 376.2176 - logits_profile_predictions_loss: 369.4487 - logcount_predictions_loss: 0.4257 292/1615 [====>.........................] - ETA: 12:26 - loss: 376.2200 - logits_profile_predictions_loss: 369.4506 - logcount_predictions_loss: 0.4257 293/1615 [====>.........................] - ETA: 12:26 - loss: 376.2228 - logits_profile_predictions_loss: 369.4529 - logcount_predictions_loss: 0.4258 294/1615 [====>.........................] - ETA: 12:25 - loss: 376.2256 - logits_profile_predictions_loss: 369.4552 - logcount_predictions_loss: 0.4258 295/1615 [====>.........................] - ETA: 12:25 - loss: 376.2281 - logits_profile_predictions_loss: 369.4572 - logcount_predictions_loss: 0.4258 296/1615 [====>.........................] - ETA: 12:24 - loss: 376.2309 - 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[====>.........................] - ETA: 12:13 - loss: 376.2752 - logits_profile_predictions_loss: 369.4950 - logcount_predictions_loss: 0.4264 317/1615 [====>.........................] - ETA: 12:12 - loss: 376.2763 - logits_profile_predictions_loss: 369.4958 - logcount_predictions_loss: 0.4264 318/1615 [====>.........................] - ETA: 12:12 - loss: 376.2769 - logits_profile_predictions_loss: 369.4960 - logcount_predictions_loss: 0.4265 319/1615 [====>.........................] - ETA: 12:11 - loss: 376.2773 - logits_profile_predictions_loss: 369.4960 - logcount_predictions_loss: 0.4265 320/1615 [====>.........................] - ETA: 12:11 - loss: 376.2774 - logits_profile_predictions_loss: 369.4958 - logcount_predictions_loss: 0.4265 321/1615 [====>.........................] - ETA: 12:10 - loss: 376.2771 - logits_profile_predictions_loss: 369.4952 - logcount_predictions_loss: 0.4265 322/1615 [====>.........................] - ETA: 12:10 - loss: 376.2764 - logits_profile_predictions_loss: 369.4940 - logcount_predictions_loss: 0.4266 323/1615 [=====>........................] - ETA: 12:09 - loss: 376.2753 - logits_profile_predictions_loss: 369.4926 - logcount_predictions_loss: 0.4266 324/1615 [=====>........................] - ETA: 12:08 - loss: 376.2740 - logits_profile_predictions_loss: 369.4909 - logcount_predictions_loss: 0.4266 325/1615 [=====>........................] - ETA: 12:08 - loss: 376.2725 - logits_profile_predictions_loss: 369.4890 - logcount_predictions_loss: 0.4266 326/1615 [=====>........................] - ETA: 12:07 - loss: 376.2712 - logits_profile_predictions_loss: 369.4873 - logcount_predictions_loss: 0.4267 327/1615 [=====>........................] - ETA: 12:07 - loss: 376.2703 - logits_profile_predictions_loss: 369.4861 - logcount_predictions_loss: 0.4267 328/1615 [=====>........................] - ETA: 12:06 - loss: 376.2694 - logits_profile_predictions_loss: 369.4849 - logcount_predictions_loss: 0.4267 329/1615 [=====>........................] - ETA: 12:06 - loss: 376.2686 - logits_profile_predictions_loss: 369.4838 - logcount_predictions_loss: 0.4267 330/1615 [=====>........................] - ETA: 12:05 - loss: 376.2678 - logits_profile_predictions_loss: 369.4826 - logcount_predictions_loss: 0.4267 331/1615 [=====>........................] - ETA: 12:04 - loss: 376.2674 - logits_profile_predictions_loss: 369.4819 - logcount_predictions_loss: 0.4268 332/1615 [=====>........................] - ETA: 12:04 - loss: 376.2677 - logits_profile_predictions_loss: 369.4818 - logcount_predictions_loss: 0.4268 333/1615 [=====>........................] - ETA: 12:03 - loss: 376.2676 - logits_profile_predictions_loss: 369.4814 - logcount_predictions_loss: 0.4268 334/1615 [=====>........................] - ETA: 12:03 - loss: 376.2673 - logits_profile_predictions_loss: 369.4808 - logcount_predictions_loss: 0.4268 335/1615 [=====>........................] - ETA: 12:02 - loss: 376.2670 - logits_profile_predictions_loss: 369.4802 - logcount_predictions_loss: 0.4268 336/1615 [=====>........................] - ETA: 12:02 - loss: 376.2667 - logits_profile_predictions_loss: 369.4797 - logcount_predictions_loss: 0.4269 337/1615 [=====>........................] - ETA: 12:01 - loss: 376.2666 - logits_profile_predictions_loss: 369.4792 - logcount_predictions_loss: 0.4269 338/1615 [=====>........................] - ETA: 12:01 - loss: 376.2667 - logits_profile_predictions_loss: 369.4790 - logcount_predictions_loss: 0.4269 339/1615 [=====>........................] - ETA: 12:00 - loss: 376.2672 - logits_profile_predictions_loss: 369.4792 - logcount_predictions_loss: 0.4269 340/1615 [=====>........................] - ETA: 11:59 - loss: 376.2681 - logits_profile_predictions_loss: 369.4797 - logcount_predictions_loss: 0.4269 341/1615 [=====>........................] - ETA: 11:59 - loss: 376.2686 - logits_profile_predictions_loss: 369.4800 - logcount_predictions_loss: 0.4270 342/1615 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585ms/step - loss: 377.3894 - logits_profile_predictions_loss: 370.5241 - logcount_predictions_loss: 0.4318 - val_loss: 412.4134 - val_logits_profile_predictions_loss: 405.4538 - val_logcount_predictions_loss: 0.4377 Epoch 00008: val_loss improved from 413.10468 to 412.41342, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2/chrombpnet.h5 Epoch 9/50 1/1615 [..............................] - ETA: 15:46 - loss: 356.2688 - logits_profile_predictions_loss: 351.5322 - logcount_predictions_loss: 0.2979 2/1615 [..............................] - ETA: 15:08 - loss: 355.0232 - logits_profile_predictions_loss: 349.8798 - logcount_predictions_loss: 0.3235 3/1615 [..............................] - ETA: 15:09 - loss: 353.8447 - logits_profile_predictions_loss: 348.1990 - logcount_predictions_loss: 0.3551 4/1615 [..............................] - ETA: 15:08 - loss: 357.4857 - logits_profile_predictions_loss: 351.5735 - logcount_predictions_loss: 0.3718 5/1615 [..............................] - ETA: 15:08 - loss: 359.1834 - logits_profile_predictions_loss: 353.1877 - logcount_predictions_loss: 0.3771 6/1615 [..............................] - ETA: 15:07 - loss: 360.5000 - logits_profile_predictions_loss: 354.4106 - logcount_predictions_loss: 0.3830 7/1615 [..............................] - ETA: 15:07 - loss: 362.7307 - logits_profile_predictions_loss: 356.5759 - logcount_predictions_loss: 0.3871 8/1615 [..............................] - ETA: 15:06 - loss: 364.6309 - logits_profile_predictions_loss: 358.4587 - logcount_predictions_loss: 0.3882 9/1615 [..............................] - ETA: 15:06 - loss: 365.6940 - logits_profile_predictions_loss: 359.4910 - logcount_predictions_loss: 0.3901 10/1615 [..............................] - ETA: 15:05 - loss: 366.4120 - logits_profile_predictions_loss: 360.1765 - logcount_predictions_loss: 0.3922 11/1615 [..............................] - ETA: 15:04 - loss: 366.7773 - logits_profile_predictions_loss: 360.5249 - logcount_predictions_loss: 0.3932 12/1615 [..............................] - ETA: 15:04 - loss: 367.2177 - logits_profile_predictions_loss: 360.9496 - logcount_predictions_loss: 0.3942 13/1615 [..............................] - ETA: 15:03 - loss: 367.3860 - logits_profile_predictions_loss: 361.0826 - logcount_predictions_loss: 0.3964 14/1615 [..............................] - ETA: 15:03 - loss: 367.5364 - logits_profile_predictions_loss: 361.2124 - logcount_predictions_loss: 0.3977 15/1615 [..............................] - ETA: 15:02 - loss: 367.8821 - logits_profile_predictions_loss: 361.5451 - logcount_predictions_loss: 0.3986 16/1615 [..............................] - ETA: 15:02 - loss: 368.2562 - logits_profile_predictions_loss: 361.9050 - logcount_predictions_loss: 0.3994 17/1615 [..............................] - ETA: 15:01 - loss: 368.5529 - logits_profile_predictions_loss: 362.1902 - logcount_predictions_loss: 0.4002 18/1615 [..............................] - ETA: 15:01 - loss: 368.7224 - logits_profile_predictions_loss: 362.3495 - logcount_predictions_loss: 0.4008 19/1615 [..............................] - ETA: 15:00 - loss: 368.9146 - logits_profile_predictions_loss: 362.5366 - logcount_predictions_loss: 0.4011 20/1615 [..............................] - ETA: 14:59 - loss: 369.0389 - logits_profile_predictions_loss: 362.6582 - logcount_predictions_loss: 0.4013 21/1615 [..............................] - ETA: 14:59 - loss: 369.1200 - logits_profile_predictions_loss: 362.7384 - logcount_predictions_loss: 0.4014 22/1615 [..............................] - ETA: 14:58 - loss: 369.1517 - logits_profile_predictions_loss: 362.7707 - logcount_predictions_loss: 0.4013 23/1615 [..............................] - ETA: 14:58 - loss: 369.2794 - logits_profile_predictions_loss: 362.8981 - logcount_predictions_loss: 0.4013 24/1615 [..............................] - ETA: 14:57 - loss: 369.3621 - logits_profile_predictions_loss: 362.9784 - logcount_predictions_loss: 0.4015 25/1615 [..............................] - ETA: 14:57 - loss: 369.3996 - logits_profile_predictions_loss: 363.0080 - logcount_predictions_loss: 0.4020 26/1615 [..............................] - ETA: 14:56 - loss: 369.4151 - logits_profile_predictions_loss: 363.0142 - logcount_predictions_loss: 0.4026 27/1615 [..............................] - ETA: 14:55 - loss: 369.3344 - logits_profile_predictions_loss: 362.9242 - logcount_predictions_loss: 0.4032 28/1615 [..............................] - ETA: 14:55 - loss: 369.2967 - logits_profile_predictions_loss: 362.8732 - logcount_predictions_loss: 0.4040 29/1615 [..............................] - ETA: 14:54 - loss: 369.2769 - logits_profile_predictions_loss: 362.8356 - logcount_predictions_loss: 0.4051 30/1615 [..............................] - ETA: 14:54 - loss: 369.2843 - logits_profile_predictions_loss: 362.8239 - logcount_predictions_loss: 0.4063 31/1615 [..............................] - ETA: 14:53 - loss: 369.2849 - logits_profile_predictions_loss: 362.8071 - logcount_predictions_loss: 0.4074 32/1615 [..............................] - ETA: 14:53 - loss: 369.2750 - logits_profile_predictions_loss: 362.7781 - logcount_predictions_loss: 0.4086 33/1615 [..............................] - ETA: 14:52 - loss: 369.2713 - logits_profile_predictions_loss: 362.7563 - logcount_predictions_loss: 0.4098 34/1615 [..............................] - ETA: 14:52 - loss: 369.2850 - logits_profile_predictions_loss: 362.7516 - logcount_predictions_loss: 0.4109 35/1615 [..............................] - ETA: 14:51 - loss: 369.2851 - logits_profile_predictions_loss: 362.7361 - logcount_predictions_loss: 0.4119 36/1615 [..............................] - ETA: 14:50 - loss: 369.2903 - logits_profile_predictions_loss: 362.7246 - logcount_predictions_loss: 0.4129 37/1615 [..............................] - ETA: 14:50 - loss: 369.3029 - logits_profile_predictions_loss: 362.7216 - logcount_predictions_loss: 0.4139 38/1615 [..............................] - ETA: 14:49 - loss: 369.2900 - logits_profile_predictions_loss: 362.6953 - logcount_predictions_loss: 0.4148 39/1615 [..............................] - ETA: 14:49 - loss: 369.2727 - logits_profile_predictions_loss: 362.6652 - logcount_predictions_loss: 0.4156 40/1615 [..............................] - ETA: 14:48 - loss: 369.2936 - logits_profile_predictions_loss: 362.6755 - logcount_predictions_loss: 0.4162 41/1615 [..............................] - ETA: 14:48 - loss: 369.3048 - logits_profile_predictions_loss: 362.6754 - logcount_predictions_loss: 0.4169 42/1615 [..............................] - ETA: 14:47 - loss: 369.3287 - logits_profile_predictions_loss: 362.6875 - logcount_predictions_loss: 0.4177 43/1615 [..............................] - ETA: 14:47 - loss: 369.3697 - logits_profile_predictions_loss: 362.7183 - logcount_predictions_loss: 0.4183 44/1615 [..............................] - ETA: 14:46 - loss: 369.4182 - logits_profile_predictions_loss: 362.7580 - logcount_predictions_loss: 0.4189 45/1615 [..............................] - ETA: 14:46 - loss: 369.4647 - logits_profile_predictions_loss: 362.7948 - logcount_predictions_loss: 0.4195 46/1615 [..............................] - ETA: 14:45 - loss: 369.5288 - logits_profile_predictions_loss: 362.8499 - logcount_predictions_loss: 0.4201 47/1615 [..............................] - ETA: 14:44 - loss: 369.5926 - logits_profile_predictions_loss: 362.9051 - logcount_predictions_loss: 0.4206 48/1615 [..............................] - ETA: 14:44 - loss: 369.6450 - logits_profile_predictions_loss: 362.9487 - logcount_predictions_loss: 0.4212 49/1615 [..............................] - ETA: 14:43 - loss: 369.7165 - logits_profile_predictions_loss: 363.0122 - logcount_predictions_loss: 0.4217 50/1615 [..............................] - ETA: 14:43 - loss: 369.7672 - logits_profile_predictions_loss: 363.0555 - logcount_predictions_loss: 0.4221 51/1615 [..............................] - ETA: 14:42 - loss: 369.8319 - logits_profile_predictions_loss: 363.1132 - logcount_predictions_loss: 0.4226 52/1615 [..............................] - ETA: 14:42 - loss: 369.9033 - logits_profile_predictions_loss: 363.1778 - logcount_predictions_loss: 0.4230 53/1615 [..............................] - ETA: 14:41 - loss: 369.9593 - logits_profile_predictions_loss: 363.2274 - logcount_predictions_loss: 0.4234 54/1615 [>.............................] - ETA: 14:40 - loss: 370.0113 - logits_profile_predictions_loss: 363.2735 - logcount_predictions_loss: 0.4238 55/1615 [>.............................] - ETA: 14:40 - loss: 370.0628 - logits_profile_predictions_loss: 363.3200 - logcount_predictions_loss: 0.4241 56/1615 [>.............................] - ETA: 14:39 - loss: 370.1204 - logits_profile_predictions_loss: 363.3731 - logcount_predictions_loss: 0.4244 57/1615 [>.............................] - ETA: 14:39 - loss: 370.1680 - logits_profile_predictions_loss: 363.4168 - logcount_predictions_loss: 0.4246 58/1615 [>.............................] - ETA: 14:38 - loss: 370.2103 - logits_profile_predictions_loss: 363.4564 - logcount_predictions_loss: 0.4248 59/1615 [>.............................] - ETA: 14:38 - loss: 370.2656 - logits_profile_predictions_loss: 363.5085 - logcount_predictions_loss: 0.4250 60/1615 [>.............................] - ETA: 14:37 - loss: 370.3121 - logits_profile_predictions_loss: 363.5523 - logcount_predictions_loss: 0.4251 61/1615 [>.............................] - ETA: 14:36 - loss: 370.3651 - logits_profile_predictions_loss: 363.6024 - logcount_predictions_loss: 0.4253 62/1615 [>.............................] - ETA: 14:36 - loss: 370.4144 - logits_profile_predictions_loss: 363.6492 - logcount_predictions_loss: 0.4255 63/1615 [>.............................] - ETA: 14:35 - loss: 370.4597 - logits_profile_predictions_loss: 363.6927 - logcount_predictions_loss: 0.4256 64/1615 [>.............................] - ETA: 14:35 - loss: 370.4964 - logits_profile_predictions_loss: 363.7280 - logcount_predictions_loss: 0.4257 65/1615 [>.............................] - ETA: 14:34 - loss: 370.5422 - logits_profile_predictions_loss: 363.7729 - logcount_predictions_loss: 0.4257 66/1615 [>.............................] - ETA: 14:34 - loss: 370.5838 - logits_profile_predictions_loss: 363.8136 - logcount_predictions_loss: 0.4258 67/1615 [>.............................] - ETA: 14:33 - loss: 370.6174 - logits_profile_predictions_loss: 363.8468 - logcount_predictions_loss: 0.4258 68/1615 [>.............................] - ETA: 14:33 - loss: 370.6461 - logits_profile_predictions_loss: 363.8751 - logcount_predictions_loss: 0.4258 69/1615 [>.............................] - ETA: 14:32 - loss: 370.6762 - logits_profile_predictions_loss: 363.9047 - logcount_predictions_loss: 0.4259 70/1615 [>.............................] - ETA: 14:31 - loss: 370.7094 - logits_profile_predictions_loss: 363.9361 - logcount_predictions_loss: 0.4260 71/1615 [>.............................] - ETA: 14:31 - loss: 370.7388 - logits_profile_predictions_loss: 363.9639 - logcount_predictions_loss: 0.4261 72/1615 [>.............................] - ETA: 14:30 - loss: 370.7670 - logits_profile_predictions_loss: 363.9904 - logcount_predictions_loss: 0.4262 73/1615 [>.............................] - ETA: 14:30 - loss: 370.7847 - logits_profile_predictions_loss: 364.0068 - logcount_predictions_loss: 0.4263 74/1615 [>.............................] - ETA: 14:29 - loss: 370.8071 - logits_profile_predictions_loss: 364.0281 - logcount_predictions_loss: 0.4264 75/1615 [>.............................] - ETA: 14:29 - loss: 370.8218 - logits_profile_predictions_loss: 364.0418 - logcount_predictions_loss: 0.4264 76/1615 [>.............................] - ETA: 14:28 - loss: 370.8364 - 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[>.............................] - ETA: 14:24 - loss: 370.9051 - logits_profile_predictions_loss: 364.1215 - logcount_predictions_loss: 0.4266 84/1615 [>.............................] - ETA: 14:23 - loss: 370.9226 - logits_profile_predictions_loss: 364.1387 - logcount_predictions_loss: 0.4267 85/1615 [>.............................] - ETA: 14:23 - loss: 370.9420 - logits_profile_predictions_loss: 364.1579 - logcount_predictions_loss: 0.4267 86/1615 [>.............................] - ETA: 14:22 - loss: 370.9554 - logits_profile_predictions_loss: 364.1711 - logcount_predictions_loss: 0.4267 87/1615 [>.............................] - ETA: 14:22 - loss: 370.9654 - logits_profile_predictions_loss: 364.1807 - logcount_predictions_loss: 0.4267 88/1615 [>.............................] - ETA: 14:21 - loss: 370.9738 - logits_profile_predictions_loss: 364.1886 - logcount_predictions_loss: 0.4267 89/1615 [>.............................] - ETA: 14:21 - loss: 370.9822 - logits_profile_predictions_loss: 364.1965 - logcount_predictions_loss: 0.4268 90/1615 [>.............................] - ETA: 14:20 - loss: 370.9840 - logits_profile_predictions_loss: 364.1981 - logcount_predictions_loss: 0.4268 91/1615 [>.............................] - ETA: 14:19 - loss: 370.9815 - logits_profile_predictions_loss: 364.1952 - logcount_predictions_loss: 0.4268 92/1615 [>.............................] - ETA: 14:19 - loss: 370.9748 - logits_profile_predictions_loss: 364.1882 - logcount_predictions_loss: 0.4268 93/1615 [>.............................] - ETA: 14:18 - loss: 370.9615 - logits_profile_predictions_loss: 364.1744 - logcount_predictions_loss: 0.4269 94/1615 [>.............................] - ETA: 14:18 - loss: 370.9502 - logits_profile_predictions_loss: 364.1628 - logcount_predictions_loss: 0.4269 95/1615 [>.............................] - ETA: 14:17 - loss: 370.9415 - logits_profile_predictions_loss: 364.1538 - logcount_predictions_loss: 0.4269 96/1615 [>.............................] - ETA: 14:17 - loss: 370.9339 - logits_profile_predictions_loss: 364.1459 - logcount_predictions_loss: 0.4269 97/1615 [>.............................] - ETA: 14:16 - loss: 370.9293 - logits_profile_predictions_loss: 364.1410 - logcount_predictions_loss: 0.4269 98/1615 [>.............................] - ETA: 14:16 - loss: 370.9235 - logits_profile_predictions_loss: 364.1350 - logcount_predictions_loss: 0.4270 99/1615 [>.............................] - ETA: 14:15 - loss: 370.9153 - logits_profile_predictions_loss: 364.1263 - logcount_predictions_loss: 0.4270 100/1615 [>.............................] - ETA: 14:14 - loss: 370.9115 - logits_profile_predictions_loss: 364.1224 - logcount_predictions_loss: 0.4270 101/1615 [>.............................] - ETA: 14:14 - loss: 370.9182 - logits_profile_predictions_loss: 364.1286 - logcount_predictions_loss: 0.4270 102/1615 [>.............................] - ETA: 14:13 - loss: 370.9308 - 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[=>............................] - ETA: 14:09 - loss: 370.9721 - logits_profile_predictions_loss: 364.1829 - logcount_predictions_loss: 0.4270 110/1615 [=>............................] - ETA: 14:09 - loss: 370.9764 - logits_profile_predictions_loss: 364.1872 - logcount_predictions_loss: 0.4270 111/1615 [=>............................] - ETA: 14:08 - loss: 370.9792 - logits_profile_predictions_loss: 364.1900 - logcount_predictions_loss: 0.4270 112/1615 [=>............................] - ETA: 14:08 - loss: 370.9869 - logits_profile_predictions_loss: 364.1977 - logcount_predictions_loss: 0.4270 113/1615 [=>............................] - ETA: 14:07 - loss: 370.9970 - logits_profile_predictions_loss: 364.2079 - logcount_predictions_loss: 0.4270 114/1615 [=>............................] - ETA: 14:06 - loss: 371.0066 - logits_profile_predictions_loss: 364.2177 - logcount_predictions_loss: 0.4270 115/1615 [=>............................] - ETA: 14:06 - loss: 371.0155 - 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[=>............................] - ETA: 14:02 - loss: 371.0856 - logits_profile_predictions_loss: 364.2985 - logcount_predictions_loss: 0.4269 123/1615 [=>............................] - ETA: 14:01 - loss: 371.0962 - logits_profile_predictions_loss: 364.3092 - logcount_predictions_loss: 0.4269 124/1615 [=>............................] - ETA: 14:01 - loss: 371.1058 - logits_profile_predictions_loss: 364.3189 - logcount_predictions_loss: 0.4269 125/1615 [=>............................] - ETA: 14:00 - loss: 371.1141 - logits_profile_predictions_loss: 364.3272 - logcount_predictions_loss: 0.4268 126/1615 [=>............................] - ETA: 14:00 - loss: 371.1214 - logits_profile_predictions_loss: 364.3345 - logcount_predictions_loss: 0.4268 127/1615 [=>............................] - ETA: 13:59 - loss: 371.1276 - logits_profile_predictions_loss: 364.3405 - logcount_predictions_loss: 0.4269 128/1615 [=>............................] - ETA: 13:59 - loss: 371.1338 - logits_profile_predictions_loss: 364.3466 - logcount_predictions_loss: 0.4269 129/1615 [=>............................] - ETA: 13:58 - loss: 371.1401 - logits_profile_predictions_loss: 364.3528 - logcount_predictions_loss: 0.4269 130/1615 [=>............................] - ETA: 13:57 - loss: 371.1476 - logits_profile_predictions_loss: 364.3602 - logcount_predictions_loss: 0.4269 131/1615 [=>............................] - ETA: 13:57 - loss: 371.1573 - logits_profile_predictions_loss: 364.3696 - logcount_predictions_loss: 0.4269 132/1615 [=>............................] - ETA: 13:56 - loss: 371.1671 - logits_profile_predictions_loss: 364.3794 - logcount_predictions_loss: 0.4269 133/1615 [=>............................] - ETA: 13:56 - loss: 371.1780 - logits_profile_predictions_loss: 364.3902 - logcount_predictions_loss: 0.4269 134/1615 [=>............................] - ETA: 13:55 - loss: 371.1869 - logits_profile_predictions_loss: 364.3991 - logcount_predictions_loss: 0.4269 135/1615 [=>............................] - ETA: 13:55 - loss: 371.1954 - logits_profile_predictions_loss: 364.4077 - logcount_predictions_loss: 0.4269 136/1615 [=>............................] - ETA: 13:54 - loss: 371.2011 - logits_profile_predictions_loss: 364.4137 - logcount_predictions_loss: 0.4269 137/1615 [=>............................] - ETA: 13:54 - loss: 371.2072 - logits_profile_predictions_loss: 364.4200 - logcount_predictions_loss: 0.4269 138/1615 [=>............................] - ETA: 13:53 - loss: 371.2134 - logits_profile_predictions_loss: 364.4266 - logcount_predictions_loss: 0.4268 139/1615 [=>............................] - ETA: 13:52 - loss: 371.2186 - logits_profile_predictions_loss: 364.4321 - logcount_predictions_loss: 0.4268 140/1615 [=>............................] - ETA: 13:52 - loss: 371.2221 - logits_profile_predictions_loss: 364.4359 - logcount_predictions_loss: 0.4268 141/1615 [=>............................] - ETA: 13:51 - loss: 371.2259 - 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logits_profile_predictions_loss: 364.5346 - logcount_predictions_loss: 0.4264 155/1615 [=>............................] - ETA: 13:43 - loss: 371.3209 - logits_profile_predictions_loss: 364.5421 - logcount_predictions_loss: 0.4263 156/1615 [=>............................] - ETA: 13:43 - loss: 371.3271 - logits_profile_predictions_loss: 364.5490 - logcount_predictions_loss: 0.4263 157/1615 [=>............................] - ETA: 13:42 - loss: 371.3331 - logits_profile_predictions_loss: 364.5557 - logcount_predictions_loss: 0.4263 158/1615 [=>............................] - ETA: 13:42 - loss: 371.3397 - logits_profile_predictions_loss: 364.5631 - logcount_predictions_loss: 0.4262 159/1615 [=>............................] - ETA: 13:41 - loss: 371.3463 - logits_profile_predictions_loss: 364.5705 - logcount_predictions_loss: 0.4262 160/1615 [=>............................] - ETA: 13:41 - loss: 371.3539 - logits_profile_predictions_loss: 364.5788 - logcount_predictions_loss: 0.4261 161/1615 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logits_profile_predictions_loss: 364.6389 - logcount_predictions_loss: 0.4257 168/1615 [==>...........................] - ETA: 13:36 - loss: 371.4156 - logits_profile_predictions_loss: 364.6471 - logcount_predictions_loss: 0.4257 169/1615 [==>...........................] - ETA: 13:35 - loss: 371.4237 - logits_profile_predictions_loss: 364.6559 - logcount_predictions_loss: 0.4256 170/1615 [==>...........................] - ETA: 13:35 - loss: 371.4316 - logits_profile_predictions_loss: 364.6644 - logcount_predictions_loss: 0.4256 171/1615 [==>...........................] - ETA: 13:34 - loss: 371.4411 - logits_profile_predictions_loss: 364.6746 - logcount_predictions_loss: 0.4256 172/1615 [==>...........................] - ETA: 13:34 - loss: 371.4509 - logits_profile_predictions_loss: 364.6851 - logcount_predictions_loss: 0.4255 173/1615 [==>...........................] - ETA: 13:33 - loss: 371.4622 - logits_profile_predictions_loss: 364.6969 - logcount_predictions_loss: 0.4255 174/1615 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logits_profile_predictions_loss: 364.9768 - logcount_predictions_loss: 0.4248 194/1615 [==>...........................] - ETA: 13:21 - loss: 371.7445 - logits_profile_predictions_loss: 364.9905 - logcount_predictions_loss: 0.4248 195/1615 [==>...........................] - ETA: 13:21 - loss: 371.7575 - logits_profile_predictions_loss: 365.0040 - logcount_predictions_loss: 0.4247 196/1615 [==>...........................] - ETA: 13:20 - loss: 371.7700 - logits_profile_predictions_loss: 365.0170 - logcount_predictions_loss: 0.4247 197/1615 [==>...........................] - ETA: 13:20 - loss: 371.7819 - logits_profile_predictions_loss: 365.0294 - logcount_predictions_loss: 0.4247 198/1615 [==>...........................] - ETA: 13:19 - loss: 371.7928 - logits_profile_predictions_loss: 365.0408 - logcount_predictions_loss: 0.4247 199/1615 [==>...........................] - ETA: 13:19 - loss: 371.8039 - logits_profile_predictions_loss: 365.0524 - logcount_predictions_loss: 0.4246 200/1615 [==>...........................] - ETA: 13:18 - loss: 371.8142 - logits_profile_predictions_loss: 365.0631 - logcount_predictions_loss: 0.4246 201/1615 [==>...........................] - ETA: 13:17 - loss: 371.8233 - logits_profile_predictions_loss: 365.0727 - logcount_predictions_loss: 0.4246 202/1615 [==>...........................] - ETA: 13:17 - loss: 371.8310 - logits_profile_predictions_loss: 365.0809 - logcount_predictions_loss: 0.4245 203/1615 [==>...........................] - ETA: 13:16 - loss: 371.8382 - logits_profile_predictions_loss: 365.0886 - logcount_predictions_loss: 0.4245 204/1615 [==>...........................] - ETA: 13:16 - loss: 371.8461 - logits_profile_predictions_loss: 365.0970 - logcount_predictions_loss: 0.4245 205/1615 [==>...........................] - ETA: 13:15 - loss: 371.8535 - logits_profile_predictions_loss: 365.1049 - logcount_predictions_loss: 0.4244 206/1615 [==>...........................] - ETA: 13:15 - loss: 371.8620 - logits_profile_predictions_loss: 365.1138 - logcount_predictions_loss: 0.4244 207/1615 [==>...........................] - ETA: 13:14 - loss: 371.8702 - logits_profile_predictions_loss: 365.1225 - logcount_predictions_loss: 0.4244 208/1615 [==>...........................] - ETA: 13:14 - loss: 371.8779 - logits_profile_predictions_loss: 365.1306 - logcount_predictions_loss: 0.4244 209/1615 [==>...........................] - ETA: 13:13 - loss: 371.8856 - logits_profile_predictions_loss: 365.1387 - logcount_predictions_loss: 0.4243 210/1615 [==>...........................] - ETA: 13:12 - loss: 371.8929 - logits_profile_predictions_loss: 365.1464 - logcount_predictions_loss: 0.4243 211/1615 [==>...........................] - ETA: 13:12 - loss: 371.9014 - logits_profile_predictions_loss: 365.1554 - logcount_predictions_loss: 0.4243 212/1615 [==>...........................] - ETA: 13:11 - loss: 371.9113 - logits_profile_predictions_loss: 365.1657 - logcount_predictions_loss: 0.4243 213/1615 [==>...........................] - ETA: 13:11 - loss: 371.9208 - logits_profile_predictions_loss: 365.1756 - logcount_predictions_loss: 0.4242 214/1615 [==>...........................] - ETA: 13:10 - loss: 371.9297 - logits_profile_predictions_loss: 365.1849 - logcount_predictions_loss: 0.4242 215/1615 [==>...........................] - ETA: 13:10 - loss: 371.9387 - logits_profile_predictions_loss: 365.1943 - logcount_predictions_loss: 0.4242 216/1615 [===>..........................] - ETA: 13:09 - loss: 371.9475 - logits_profile_predictions_loss: 365.2035 - logcount_predictions_loss: 0.4241 217/1615 [===>..........................] - ETA: 13:08 - loss: 371.9565 - logits_profile_predictions_loss: 365.2130 - logcount_predictions_loss: 0.4241 218/1615 [===>..........................] - ETA: 13:08 - loss: 371.9654 - logits_profile_predictions_loss: 365.2223 - logcount_predictions_loss: 0.4241 219/1615 [===>..........................] - ETA: 13:07 - loss: 371.9738 - logits_profile_predictions_loss: 365.2311 - logcount_predictions_loss: 0.4241 220/1615 [===>..........................] - ETA: 13:07 - loss: 371.9820 - logits_profile_predictions_loss: 365.2398 - logcount_predictions_loss: 0.4240 221/1615 [===>..........................] - ETA: 13:06 - loss: 371.9897 - logits_profile_predictions_loss: 365.2480 - logcount_predictions_loss: 0.4240 222/1615 [===>..........................] - ETA: 13:06 - loss: 371.9973 - logits_profile_predictions_loss: 365.2562 - logcount_predictions_loss: 0.4240 223/1615 [===>..........................] - ETA: 13:05 - loss: 372.0048 - logits_profile_predictions_loss: 365.2642 - logcount_predictions_loss: 0.4239 224/1615 [===>..........................] - ETA: 13:05 - loss: 372.0116 - logits_profile_predictions_loss: 365.2716 - logcount_predictions_loss: 0.4239 225/1615 [===>..........................] - ETA: 13:04 - loss: 372.0190 - logits_profile_predictions_loss: 365.2796 - logcount_predictions_loss: 0.4239 226/1615 [===>..........................] - ETA: 13:03 - loss: 372.0264 - logits_profile_predictions_loss: 365.2875 - logcount_predictions_loss: 0.4238 227/1615 [===>..........................] - ETA: 13:03 - loss: 372.0346 - logits_profile_predictions_loss: 365.2962 - logcount_predictions_loss: 0.4238 228/1615 [===>..........................] - ETA: 13:02 - loss: 372.0430 - logits_profile_predictions_loss: 365.3053 - logcount_predictions_loss: 0.4238 229/1615 [===>..........................] - ETA: 13:02 - loss: 372.0510 - logits_profile_predictions_loss: 365.3139 - logcount_predictions_loss: 0.4237 230/1615 [===>..........................] - ETA: 13:01 - loss: 372.0592 - logits_profile_predictions_loss: 365.3226 - logcount_predictions_loss: 0.4237 231/1615 [===>..........................] - ETA: 13:01 - loss: 372.0670 - logits_profile_predictions_loss: 365.3310 - logcount_predictions_loss: 0.4236 232/1615 [===>..........................] - ETA: 13:00 - loss: 372.0753 - logits_profile_predictions_loss: 365.3400 - logcount_predictions_loss: 0.4236 233/1615 [===>..........................] - ETA: 12:59 - loss: 372.0832 - logits_profile_predictions_loss: 365.3484 - logcount_predictions_loss: 0.4236 234/1615 [===>..........................] - ETA: 12:59 - loss: 372.0911 - logits_profile_predictions_loss: 365.3569 - logcount_predictions_loss: 0.4235 235/1615 [===>..........................] - ETA: 12:58 - loss: 372.0990 - logits_profile_predictions_loss: 365.3654 - logcount_predictions_loss: 0.4235 236/1615 [===>..........................] - ETA: 12:58 - loss: 372.1081 - logits_profile_predictions_loss: 365.3751 - logcount_predictions_loss: 0.4235 237/1615 [===>..........................] - ETA: 12:57 - loss: 372.1174 - logits_profile_predictions_loss: 365.3849 - logcount_predictions_loss: 0.4234 238/1615 [===>..........................] - ETA: 12:57 - loss: 372.1266 - logits_profile_predictions_loss: 365.3946 - logcount_predictions_loss: 0.4234 239/1615 [===>..........................] - ETA: 12:56 - loss: 372.1357 - logits_profile_predictions_loss: 365.4043 - logcount_predictions_loss: 0.4234 240/1615 [===>..........................] - ETA: 12:56 - loss: 372.1457 - logits_profile_predictions_loss: 365.4147 - logcount_predictions_loss: 0.4233 241/1615 [===>..........................] - ETA: 12:55 - loss: 372.1556 - logits_profile_predictions_loss: 365.4252 - logcount_predictions_loss: 0.4233 242/1615 [===>..........................] - ETA: 12:54 - loss: 372.1661 - logits_profile_predictions_loss: 365.4362 - logcount_predictions_loss: 0.4233 243/1615 [===>..........................] - ETA: 12:54 - loss: 372.1755 - logits_profile_predictions_loss: 365.4460 - logcount_predictions_loss: 0.4232 244/1615 [===>..........................] - ETA: 12:53 - loss: 372.1847 - logits_profile_predictions_loss: 365.4557 - logcount_predictions_loss: 0.4232 245/1615 [===>..........................] - ETA: 12:53 - loss: 372.1938 - logits_profile_predictions_loss: 365.4652 - logcount_predictions_loss: 0.4232 246/1615 [===>..........................] - ETA: 12:52 - loss: 372.2036 - logits_profile_predictions_loss: 365.4755 - logcount_predictions_loss: 0.4232 247/1615 [===>..........................] - ETA: 12:52 - loss: 372.2132 - logits_profile_predictions_loss: 365.4855 - logcount_predictions_loss: 0.4231 248/1615 [===>..........................] - ETA: 12:51 - loss: 372.2225 - logits_profile_predictions_loss: 365.4953 - logcount_predictions_loss: 0.4231 249/1615 [===>..........................] - ETA: 12:50 - loss: 372.2314 - logits_profile_predictions_loss: 365.5046 - logcount_predictions_loss: 0.4231 250/1615 [===>..........................] - ETA: 12:50 - loss: 372.2405 - logits_profile_predictions_loss: 365.5142 - logcount_predictions_loss: 0.4230 251/1615 [===>..........................] - ETA: 12:49 - loss: 372.2493 - logits_profile_predictions_loss: 365.5234 - logcount_predictions_loss: 0.4230 252/1615 [===>..........................] - ETA: 12:49 - loss: 372.2576 - logits_profile_predictions_loss: 365.5323 - logcount_predictions_loss: 0.4230 253/1615 [===>..........................] - ETA: 12:48 - loss: 372.2653 - logits_profile_predictions_loss: 365.5405 - logcount_predictions_loss: 0.4229 254/1615 [===>..........................] - ETA: 12:48 - loss: 372.2728 - logits_profile_predictions_loss: 365.5485 - logcount_predictions_loss: 0.4229 255/1615 [===>..........................] - ETA: 12:47 - loss: 372.2801 - logits_profile_predictions_loss: 365.5563 - logcount_predictions_loss: 0.4229 256/1615 [===>..........................] - ETA: 12:46 - loss: 372.2874 - logits_profile_predictions_loss: 365.5641 - logcount_predictions_loss: 0.4228 257/1615 [===>..........................] - ETA: 12:46 - loss: 372.2945 - logits_profile_predictions_loss: 365.5718 - logcount_predictions_loss: 0.4228 258/1615 [===>..........................] - ETA: 12:45 - loss: 372.3025 - logits_profile_predictions_loss: 365.5803 - logcount_predictions_loss: 0.4228 259/1615 [===>..........................] - ETA: 12:45 - loss: 372.3104 - logits_profile_predictions_loss: 365.5887 - logcount_predictions_loss: 0.4227 260/1615 [===>..........................] - ETA: 12:44 - loss: 372.3180 - logits_profile_predictions_loss: 365.5968 - logcount_predictions_loss: 0.4227 261/1615 [===>..........................] - ETA: 12:44 - loss: 372.3249 - logits_profile_predictions_loss: 365.6043 - logcount_predictions_loss: 0.4227 262/1615 [===>..........................] - ETA: 12:43 - loss: 372.3317 - logits_profile_predictions_loss: 365.6115 - logcount_predictions_loss: 0.4227 263/1615 [===>..........................] - ETA: 12:43 - loss: 372.3385 - logits_profile_predictions_loss: 365.6188 - logcount_predictions_loss: 0.4226 264/1615 [===>..........................] - ETA: 12:42 - loss: 372.3465 - logits_profile_predictions_loss: 365.6272 - logcount_predictions_loss: 0.4226 265/1615 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[=====>........................] - ETA: 12:05 - loss: 372.7276 - logits_profile_predictions_loss: 366.0344 - logcount_predictions_loss: 0.4210 331/1615 [=====>........................] - ETA: 12:04 - loss: 372.7344 - logits_profile_predictions_loss: 366.0416 - logcount_predictions_loss: 0.4209 332/1615 [=====>........................] - ETA: 12:04 - loss: 372.7409 - logits_profile_predictions_loss: 366.0484 - logcount_predictions_loss: 0.4209 333/1615 [=====>........................] - ETA: 12:03 - loss: 372.7475 - logits_profile_predictions_loss: 366.0553 - logcount_predictions_loss: 0.4209 334/1615 [=====>........................] - ETA: 12:03 - loss: 372.7536 - logits_profile_predictions_loss: 366.0618 - logcount_predictions_loss: 0.4209 335/1615 [=====>........................] - ETA: 12:02 - loss: 372.7599 - logits_profile_predictions_loss: 366.0683 - logcount_predictions_loss: 0.4208 336/1615 [=====>........................] - ETA: 12:01 - loss: 372.7663 - 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[=====>........................] - ETA: 11:57 - loss: 372.8079 - logits_profile_predictions_loss: 366.1190 - logcount_predictions_loss: 0.4207 344/1615 [=====>........................] - ETA: 11:57 - loss: 372.8135 - logits_profile_predictions_loss: 366.1249 - logcount_predictions_loss: 0.4207 345/1615 [=====>........................] - ETA: 11:56 - loss: 372.8188 - logits_profile_predictions_loss: 366.1305 - logcount_predictions_loss: 0.4206 346/1615 [=====>........................] - ETA: 11:56 - loss: 372.8240 - logits_profile_predictions_loss: 366.1361 - logcount_predictions_loss: 0.4206 347/1615 [=====>........................] - ETA: 11:55 - loss: 372.8294 - logits_profile_predictions_loss: 366.1418 - logcount_predictions_loss: 0.4206 348/1615 [=====>........................] - ETA: 11:55 - loss: 372.8345 - logits_profile_predictions_loss: 366.1472 - logcount_predictions_loss: 0.4206 349/1615 [=====>........................] - ETA: 11:54 - loss: 372.8396 - 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[=====>........................] - ETA: 11:50 - loss: 372.8782 - logits_profile_predictions_loss: 366.1932 - logcount_predictions_loss: 0.4204 357/1615 [=====>........................] - ETA: 11:50 - loss: 372.8834 - logits_profile_predictions_loss: 366.1987 - logcount_predictions_loss: 0.4204 358/1615 [=====>........................] - ETA: 11:49 - loss: 372.8893 - logits_profile_predictions_loss: 366.2047 - logcount_predictions_loss: 0.4204 359/1615 [=====>........................] - ETA: 11:48 - loss: 372.8954 - logits_profile_predictions_loss: 366.2111 - logcount_predictions_loss: 0.4204 360/1615 [=====>........................] - ETA: 11:48 - loss: 372.9013 - logits_profile_predictions_loss: 366.2173 - logcount_predictions_loss: 0.4204 361/1615 [=====>........................] - ETA: 11:47 - loss: 372.9070 - logits_profile_predictions_loss: 366.2232 - logcount_predictions_loss: 0.4204 362/1615 [=====>........................] - ETA: 11:47 - loss: 372.9126 - 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[=====>........................] - ETA: 11:43 - loss: 372.9557 - logits_profile_predictions_loss: 366.2742 - logcount_predictions_loss: 0.4202 370/1615 [=====>........................] - ETA: 11:42 - loss: 372.9622 - logits_profile_predictions_loss: 366.2809 - logcount_predictions_loss: 0.4202 371/1615 [=====>........................] - ETA: 11:42 - loss: 372.9686 - logits_profile_predictions_loss: 366.2876 - logcount_predictions_loss: 0.4202 372/1615 [=====>........................] - ETA: 11:41 - loss: 372.9748 - logits_profile_predictions_loss: 366.2940 - logcount_predictions_loss: 0.4202 373/1615 [=====>........................] - ETA: 11:41 - loss: 372.9811 - logits_profile_predictions_loss: 366.3006 - logcount_predictions_loss: 0.4202 374/1615 [=====>........................] - ETA: 11:40 - loss: 372.9873 - logits_profile_predictions_loss: 366.3070 - logcount_predictions_loss: 0.4201 375/1615 [=====>........................] - ETA: 11:39 - loss: 372.9934 - 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[===========================>..] - ETA: 42s - loss: 374.8468 - logits_profile_predictions_loss: 368.2456 - logcount_predictions_loss: 0.4152 1540/1615 [===========================>..] - ETA: 42s - loss: 374.8479 - logits_profile_predictions_loss: 368.2467 - logcount_predictions_loss: 0.4152 1541/1615 [===========================>..] - ETA: 41s - loss: 374.8490 - logits_profile_predictions_loss: 368.2478 - logcount_predictions_loss: 0.4152 1542/1615 [===========================>..] - ETA: 41s - loss: 374.8501 - logits_profile_predictions_loss: 368.2489 - logcount_predictions_loss: 0.4151 1543/1615 [===========================>..] - ETA: 40s - loss: 374.8512 - logits_profile_predictions_loss: 368.2501 - logcount_predictions_loss: 0.4151 1544/1615 [===========================>..] - ETA: 40s - loss: 374.8523 - logits_profile_predictions_loss: 368.2512 - logcount_predictions_loss: 0.4151 1545/1615 [===========================>..] - ETA: 39s - loss: 374.8533 - 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[===========================>..] - ETA: 35s - loss: 374.8608 - logits_profile_predictions_loss: 368.2598 - logcount_predictions_loss: 0.4151 1553/1615 [===========================>..] - ETA: 34s - loss: 374.8618 - logits_profile_predictions_loss: 368.2609 - logcount_predictions_loss: 0.4151 1554/1615 [===========================>..] - ETA: 34s - loss: 374.8628 - logits_profile_predictions_loss: 368.2620 - logcount_predictions_loss: 0.4151 1555/1615 [===========================>..] - ETA: 33s - loss: 374.8639 - logits_profile_predictions_loss: 368.2630 - logcount_predictions_loss: 0.4151 1556/1615 [===========================>..] - ETA: 33s - loss: 374.8649 - logits_profile_predictions_loss: 368.2641 - logcount_predictions_loss: 0.4151 1557/1615 [===========================>..] - ETA: 32s - loss: 374.8659 - logits_profile_predictions_loss: 368.2652 - logcount_predictions_loss: 0.4151 1558/1615 [===========================>..] - ETA: 32s - loss: 374.8670 - 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[============================>.] - ETA: 28s - loss: 374.8741 - logits_profile_predictions_loss: 368.2735 - logcount_predictions_loss: 0.4151 1566/1615 [============================>.] - ETA: 27s - loss: 374.8752 - logits_profile_predictions_loss: 368.2746 - logcount_predictions_loss: 0.4151 1567/1615 [============================>.] - ETA: 27s - loss: 374.8762 - logits_profile_predictions_loss: 368.2756 - logcount_predictions_loss: 0.4151 1568/1615 [============================>.] - ETA: 26s - loss: 374.8772 - logits_profile_predictions_loss: 368.2767 - logcount_predictions_loss: 0.4151 1569/1615 [============================>.] - ETA: 25s - loss: 374.8782 - logits_profile_predictions_loss: 368.2777 - logcount_predictions_loss: 0.4151 1570/1615 [============================>.] - ETA: 25s - loss: 374.8792 - logits_profile_predictions_loss: 368.2788 - logcount_predictions_loss: 0.4151 1571/1615 [============================>.] - ETA: 24s - loss: 374.8803 - 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[============================>.] - ETA: 20s - loss: 374.8872 - logits_profile_predictions_loss: 368.2870 - logcount_predictions_loss: 0.4151 1579/1615 [============================>.] - ETA: 20s - loss: 374.8882 - logits_profile_predictions_loss: 368.2880 - logcount_predictions_loss: 0.4151 1580/1615 [============================>.] - ETA: 19s - loss: 374.8892 - logits_profile_predictions_loss: 368.2890 - logcount_predictions_loss: 0.4151 1581/1615 [============================>.] - ETA: 19s - loss: 374.8902 - logits_profile_predictions_loss: 368.2900 - logcount_predictions_loss: 0.4151 1582/1615 [============================>.] - ETA: 18s - loss: 374.8911 - logits_profile_predictions_loss: 368.2910 - logcount_predictions_loss: 0.4151 1583/1615 [============================>.] - ETA: 18s - loss: 374.8921 - logits_profile_predictions_loss: 368.2919 - logcount_predictions_loss: 0.4151 1584/1615 [============================>.] - ETA: 17s - loss: 374.8930 - 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[============================>.] - ETA: 13s - loss: 374.8996 - logits_profile_predictions_loss: 368.2996 - logcount_predictions_loss: 0.4151 1592/1615 [============================>.] - ETA: 12s - loss: 374.9005 - logits_profile_predictions_loss: 368.3006 - logcount_predictions_loss: 0.4151 1593/1615 [============================>.] - ETA: 12s - loss: 374.9014 - logits_profile_predictions_loss: 368.3015 - logcount_predictions_loss: 0.4151 1594/1615 [============================>.] - ETA: 11s - loss: 374.9023 - logits_profile_predictions_loss: 368.3024 - logcount_predictions_loss: 0.4151 1595/1615 [============================>.] - ETA: 11s - loss: 374.9032 - logits_profile_predictions_loss: 368.3033 - logcount_predictions_loss: 0.4151 1596/1615 [============================>.] - ETA: 10s - loss: 374.9040 - logits_profile_predictions_loss: 368.3042 - logcount_predictions_loss: 0.4151 1597/1615 [============================>.] - ETA: 10s - loss: 374.9049 - 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[============================>.] - ETA: 6s - loss: 374.9108 - logits_profile_predictions_loss: 368.3112 - logcount_predictions_loss: 0.4151 1605/1615 [============================>.] - ETA: 5s - loss: 374.9116 - logits_profile_predictions_loss: 368.3120 - logcount_predictions_loss: 0.4151 1606/1615 [============================>.] - ETA: 5s - loss: 374.9124 - logits_profile_predictions_loss: 368.3128 - logcount_predictions_loss: 0.4151 1607/1615 [============================>.] - ETA: 4s - loss: 374.9132 - logits_profile_predictions_loss: 368.3137 - logcount_predictions_loss: 0.4151 1608/1615 [============================>.] - ETA: 3s - loss: 374.9140 - logits_profile_predictions_loss: 368.3145 - logcount_predictions_loss: 0.4151 1609/1615 [============================>.] - ETA: 3s - loss: 374.9148 - logits_profile_predictions_loss: 368.3153 - logcount_predictions_loss: 0.4151 1610/1615 [============================>.] - ETA: 2s - loss: 374.9156 - logits_profile_predictions_loss: 368.3161 - logcount_predictions_loss: 0.4151 1611/1615 [============================>.] - ETA: 2s - loss: 374.9164 - logits_profile_predictions_loss: 368.3169 - logcount_predictions_loss: 0.4150 1612/1615 [============================>.] - ETA: 1s - loss: 374.9172 - logits_profile_predictions_loss: 368.3178 - logcount_predictions_loss: 0.4150 1613/1615 [============================>.] - ETA: 1s - loss: 374.9180 - logits_profile_predictions_loss: 368.3186 - logcount_predictions_loss: 0.4150 1614/1615 [============================>.] - ETA: 0s - loss: 374.9189 - logits_profile_predictions_loss: 368.3194 - logcount_predictions_loss: 0.4150 1615/1615 [==============================] - ETA: 0s - loss: 374.9197 - logits_profile_predictions_loss: 368.3203 - logcount_predictions_loss: 0.4150 1615/1615 [==============================] - 944s 585ms/step - loss: 374.9205 - logits_profile_predictions_loss: 368.3211 - logcount_predictions_loss: 0.4150 - val_loss: 410.2496 - val_logits_profile_predictions_loss: 403.5509 - val_logcount_predictions_loss: 0.4213 Epoch 00009: val_loss improved from 412.41342 to 410.24960, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2/chrombpnet.h5 Epoch 10/50 1/1615 [..............................] - ETA: 15:48 - loss: 360.9567 - logits_profile_predictions_loss: 353.8190 - logcount_predictions_loss: 0.4489 2/1615 [..............................] - ETA: 15:10 - loss: 362.8198 - logits_profile_predictions_loss: 356.1147 - logcount_predictions_loss: 0.4217 3/1615 [..............................] - ETA: 15:10 - loss: 363.9712 - logits_profile_predictions_loss: 357.3737 - logcount_predictions_loss: 0.4149 4/1615 [..............................] - ETA: 15:09 - loss: 368.9365 - logits_profile_predictions_loss: 362.2204 - logcount_predictions_loss: 0.4224 5/1615 [..............................] - ETA: 15:08 - loss: 372.5206 - logits_profile_predictions_loss: 365.6316 - 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375.1230 - logits_profile_predictions_loss: 368.2494 - logcount_predictions_loss: 0.4323 13/1615 [..............................] - ETA: 15:04 - loss: 375.0463 - logits_profile_predictions_loss: 368.1997 - logcount_predictions_loss: 0.4306 14/1615 [..............................] - ETA: 15:03 - loss: 375.0360 - logits_profile_predictions_loss: 368.2041 - logcount_predictions_loss: 0.4297 15/1615 [..............................] - ETA: 15:03 - loss: 374.9121 - logits_profile_predictions_loss: 368.0951 - logcount_predictions_loss: 0.4287 16/1615 [..............................] - ETA: 15:02 - loss: 374.8416 - logits_profile_predictions_loss: 368.0343 - logcount_predictions_loss: 0.4281 17/1615 [..............................] - ETA: 15:02 - loss: 374.8635 - logits_profile_predictions_loss: 368.0505 - logcount_predictions_loss: 0.4285 18/1615 [..............................] - ETA: 15:01 - loss: 374.9329 - logits_profile_predictions_loss: 368.1138 - logcount_predictions_loss: 0.4289 19/1615 [..............................] - ETA: 15:00 - loss: 375.0163 - logits_profile_predictions_loss: 368.1939 - logcount_predictions_loss: 0.4291 20/1615 [..............................] - ETA: 15:00 - loss: 375.2350 - logits_profile_predictions_loss: 368.4094 - logcount_predictions_loss: 0.4293 21/1615 [..............................] - ETA: 14:59 - loss: 375.4606 - logits_profile_predictions_loss: 368.6321 - logcount_predictions_loss: 0.4295 22/1615 [..............................] - ETA: 14:59 - loss: 375.6739 - logits_profile_predictions_loss: 368.8430 - logcount_predictions_loss: 0.4296 23/1615 [..............................] - ETA: 14:58 - loss: 375.8438 - logits_profile_predictions_loss: 369.0150 - logcount_predictions_loss: 0.4295 24/1615 [..............................] - ETA: 14:58 - loss: 376.0460 - logits_profile_predictions_loss: 369.2224 - logcount_predictions_loss: 0.4292 25/1615 [..............................] - ETA: 14:57 - loss: 376.2319 - 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[..............................] - ETA: 14:53 - loss: 376.0737 - logits_profile_predictions_loss: 369.3317 - logcount_predictions_loss: 0.4240 33/1615 [..............................] - ETA: 14:53 - loss: 376.0042 - logits_profile_predictions_loss: 369.2764 - logcount_predictions_loss: 0.4231 34/1615 [..............................] - ETA: 14:52 - loss: 375.9143 - logits_profile_predictions_loss: 369.2005 - logcount_predictions_loss: 0.4223 35/1615 [..............................] - ETA: 14:51 - loss: 375.8249 - logits_profile_predictions_loss: 369.1227 - logcount_predictions_loss: 0.4215 36/1615 [..............................] - ETA: 14:51 - loss: 375.7423 - logits_profile_predictions_loss: 369.0511 - logcount_predictions_loss: 0.4208 37/1615 [..............................] - ETA: 14:50 - loss: 375.6575 - logits_profile_predictions_loss: 368.9751 - logcount_predictions_loss: 0.4203 38/1615 [..............................] - ETA: 14:50 - loss: 375.5629 - 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[..............................] - ETA: 14:46 - loss: 375.0327 - logits_profile_predictions_loss: 368.4270 - logcount_predictions_loss: 0.4155 46/1615 [..............................] - ETA: 14:45 - loss: 374.9751 - logits_profile_predictions_loss: 368.3776 - logcount_predictions_loss: 0.4149 47/1615 [..............................] - ETA: 14:45 - loss: 374.9121 - logits_profile_predictions_loss: 368.3234 - logcount_predictions_loss: 0.4144 48/1615 [..............................] - ETA: 14:45 - loss: 374.8564 - logits_profile_predictions_loss: 368.2767 - logcount_predictions_loss: 0.4138 49/1615 [..............................] - ETA: 14:44 - loss: 374.7975 - logits_profile_predictions_loss: 368.2271 - logcount_predictions_loss: 0.4132 50/1615 [..............................] - ETA: 14:43 - loss: 374.7535 - logits_profile_predictions_loss: 368.1928 - logcount_predictions_loss: 0.4126 51/1615 [..............................] - ETA: 14:43 - loss: 374.7075 - 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[===>..........................] - ETA: 12:56 - loss: 374.0608 - logits_profile_predictions_loss: 367.9323 - logcount_predictions_loss: 0.3854 241/1615 [===>..........................] - ETA: 12:55 - loss: 374.0629 - logits_profile_predictions_loss: 367.9349 - logcount_predictions_loss: 0.3854 242/1615 [===>..........................] - ETA: 12:55 - loss: 374.0659 - logits_profile_predictions_loss: 367.9383 - logcount_predictions_loss: 0.3854 243/1615 [===>..........................] - ETA: 12:54 - loss: 374.0692 - logits_profile_predictions_loss: 367.9421 - logcount_predictions_loss: 0.3854 244/1615 [===>..........................] - ETA: 12:54 - loss: 374.0725 - logits_profile_predictions_loss: 367.9458 - logcount_predictions_loss: 0.3853 245/1615 [===>..........................] - ETA: 12:53 - loss: 374.0757 - logits_profile_predictions_loss: 367.9495 - logcount_predictions_loss: 0.3853 246/1615 [===>..........................] - ETA: 12:53 - loss: 374.0785 - logits_profile_predictions_loss: 367.9527 - logcount_predictions_loss: 0.3853 247/1615 [===>..........................] - ETA: 12:52 - loss: 374.0815 - logits_profile_predictions_loss: 367.9560 - logcount_predictions_loss: 0.3853 248/1615 [===>..........................] - ETA: 12:51 - loss: 374.0849 - logits_profile_predictions_loss: 367.9598 - logcount_predictions_loss: 0.3852 249/1615 [===>..........................] - ETA: 12:51 - loss: 374.0879 - logits_profile_predictions_loss: 367.9632 - logcount_predictions_loss: 0.3852 250/1615 [===>..........................] - ETA: 12:50 - loss: 374.0904 - logits_profile_predictions_loss: 367.9661 - logcount_predictions_loss: 0.3852 251/1615 [===>..........................] - ETA: 12:50 - loss: 374.0928 - logits_profile_predictions_loss: 367.9688 - logcount_predictions_loss: 0.3852 252/1615 [===>..........................] - ETA: 12:49 - loss: 374.0944 - logits_profile_predictions_loss: 367.9708 - logcount_predictions_loss: 0.3851 253/1615 [===>..........................] - ETA: 12:49 - loss: 374.0958 - logits_profile_predictions_loss: 367.9725 - logcount_predictions_loss: 0.3851 254/1615 [===>..........................] - ETA: 12:48 - loss: 374.0973 - logits_profile_predictions_loss: 367.9744 - logcount_predictions_loss: 0.3851 255/1615 [===>..........................] - ETA: 12:47 - loss: 374.0985 - logits_profile_predictions_loss: 367.9759 - logcount_predictions_loss: 0.3851 256/1615 [===>..........................] - ETA: 12:47 - loss: 374.0994 - logits_profile_predictions_loss: 367.9772 - logcount_predictions_loss: 0.3850 257/1615 [===>..........................] - ETA: 12:46 - loss: 374.0999 - logits_profile_predictions_loss: 367.9781 - logcount_predictions_loss: 0.3850 258/1615 [===>..........................] - ETA: 12:46 - loss: 374.1008 - logits_profile_predictions_loss: 367.9793 - logcount_predictions_loss: 0.3850 259/1615 [===>..........................] - ETA: 12:45 - loss: 374.1013 - logits_profile_predictions_loss: 367.9801 - logcount_predictions_loss: 0.3850 260/1615 [===>..........................] - ETA: 12:45 - loss: 374.1019 - logits_profile_predictions_loss: 367.9811 - logcount_predictions_loss: 0.3850 261/1615 [===>..........................] - ETA: 12:44 - loss: 374.1022 - logits_profile_predictions_loss: 367.9818 - logcount_predictions_loss: 0.3849 262/1615 [===>..........................] - ETA: 12:43 - loss: 374.1027 - logits_profile_predictions_loss: 367.9826 - logcount_predictions_loss: 0.3849 263/1615 [===>..........................] - ETA: 12:43 - loss: 374.1031 - logits_profile_predictions_loss: 367.9834 - logcount_predictions_loss: 0.3849 264/1615 [===>..........................] - ETA: 12:42 - loss: 374.1030 - logits_profile_predictions_loss: 367.9836 - logcount_predictions_loss: 0.3849 265/1615 [===>..........................] - ETA: 12:42 - loss: 374.1028 - logits_profile_predictions_loss: 367.9838 - logcount_predictions_loss: 0.3848 266/1615 [===>..........................] - ETA: 12:41 - loss: 374.1032 - logits_profile_predictions_loss: 367.9845 - logcount_predictions_loss: 0.3848 267/1615 [===>..........................] - ETA: 12:41 - loss: 374.1032 - logits_profile_predictions_loss: 367.9849 - logcount_predictions_loss: 0.3848 268/1615 [===>..........................] - ETA: 12:40 - loss: 374.1034 - logits_profile_predictions_loss: 367.9854 - logcount_predictions_loss: 0.3848 269/1615 [===>..........................] - ETA: 12:40 - loss: 374.1037 - logits_profile_predictions_loss: 367.9860 - logcount_predictions_loss: 0.3848 270/1615 [====>.........................] - ETA: 12:39 - loss: 374.1037 - logits_profile_predictions_loss: 367.9864 - logcount_predictions_loss: 0.3847 271/1615 [====>.........................] - ETA: 12:38 - loss: 374.1038 - logits_profile_predictions_loss: 367.9868 - logcount_predictions_loss: 0.3847 272/1615 [====>.........................] - ETA: 12:38 - loss: 374.1038 - logits_profile_predictions_loss: 367.9871 - logcount_predictions_loss: 0.3847 273/1615 [====>.........................] - ETA: 12:37 - loss: 374.1036 - logits_profile_predictions_loss: 367.9872 - logcount_predictions_loss: 0.3847 274/1615 [====>.........................] - ETA: 12:37 - loss: 374.1034 - logits_profile_predictions_loss: 367.9874 - logcount_predictions_loss: 0.3847 275/1615 [====>.........................] - ETA: 12:36 - loss: 374.1033 - logits_profile_predictions_loss: 367.9877 - logcount_predictions_loss: 0.3846 276/1615 [====>.........................] - ETA: 12:36 - loss: 374.1031 - logits_profile_predictions_loss: 367.9878 - logcount_predictions_loss: 0.3846 277/1615 [====>.........................] - ETA: 12:35 - loss: 374.1025 - logits_profile_predictions_loss: 367.9876 - logcount_predictions_loss: 0.3846 278/1615 [====>.........................] - ETA: 12:34 - loss: 374.1018 - logits_profile_predictions_loss: 367.9872 - logcount_predictions_loss: 0.3846 279/1615 [====>.........................] - ETA: 12:34 - loss: 374.1005 - logits_profile_predictions_loss: 367.9863 - logcount_predictions_loss: 0.3845 280/1615 [====>.........................] - ETA: 12:33 - loss: 374.0985 - logits_profile_predictions_loss: 367.9847 - logcount_predictions_loss: 0.3845 281/1615 [====>.........................] - ETA: 12:33 - loss: 374.0968 - logits_profile_predictions_loss: 367.9834 - logcount_predictions_loss: 0.3845 282/1615 [====>.........................] - ETA: 12:32 - loss: 374.0953 - logits_profile_predictions_loss: 367.9823 - logcount_predictions_loss: 0.3845 283/1615 [====>.........................] - ETA: 12:32 - loss: 374.0936 - logits_profile_predictions_loss: 367.9811 - logcount_predictions_loss: 0.3844 284/1615 [====>.........................] - ETA: 12:31 - loss: 374.0917 - logits_profile_predictions_loss: 367.9797 - logcount_predictions_loss: 0.3844 285/1615 [====>.........................] - ETA: 12:30 - loss: 374.0894 - logits_profile_predictions_loss: 367.9778 - logcount_predictions_loss: 0.3844 286/1615 [====>.........................] - ETA: 12:30 - loss: 374.0868 - logits_profile_predictions_loss: 367.9756 - logcount_predictions_loss: 0.3844 287/1615 [====>.........................] - ETA: 12:29 - loss: 374.0840 - logits_profile_predictions_loss: 367.9733 - logcount_predictions_loss: 0.3843 288/1615 [====>.........................] - ETA: 12:29 - loss: 374.0817 - logits_profile_predictions_loss: 367.9714 - logcount_predictions_loss: 0.3843 289/1615 [====>.........................] - ETA: 12:28 - loss: 374.0791 - logits_profile_predictions_loss: 367.9692 - logcount_predictions_loss: 0.3843 290/1615 [====>.........................] - ETA: 12:28 - loss: 374.0769 - logits_profile_predictions_loss: 367.9675 - logcount_predictions_loss: 0.3842 291/1615 [====>.........................] - ETA: 12:27 - loss: 374.0747 - logits_profile_predictions_loss: 367.9657 - logcount_predictions_loss: 0.3842 292/1615 [====>.........................] - ETA: 12:27 - loss: 374.0729 - logits_profile_predictions_loss: 367.9643 - logcount_predictions_loss: 0.3842 293/1615 [====>.........................] - ETA: 12:26 - loss: 374.0712 - logits_profile_predictions_loss: 367.9631 - logcount_predictions_loss: 0.3842 294/1615 [====>.........................] - ETA: 12:25 - loss: 374.0698 - logits_profile_predictions_loss: 367.9621 - logcount_predictions_loss: 0.3841 295/1615 [====>.........................] - ETA: 12:25 - loss: 374.0679 - logits_profile_predictions_loss: 367.9607 - logcount_predictions_loss: 0.3841 296/1615 [====>.........................] - ETA: 12:24 - loss: 374.0659 - logits_profile_predictions_loss: 367.9591 - logcount_predictions_loss: 0.3841 297/1615 [====>.........................] - ETA: 12:24 - loss: 374.0644 - logits_profile_predictions_loss: 367.9580 - logcount_predictions_loss: 0.3841 298/1615 [====>.........................] - ETA: 12:23 - loss: 374.0629 - logits_profile_predictions_loss: 367.9569 - logcount_predictions_loss: 0.3840 299/1615 [====>.........................] - ETA: 12:23 - loss: 374.0615 - logits_profile_predictions_loss: 367.9559 - logcount_predictions_loss: 0.3840 300/1615 [====>.........................] - ETA: 12:22 - loss: 374.0597 - logits_profile_predictions_loss: 367.9546 - logcount_predictions_loss: 0.3840 301/1615 [====>.........................] - ETA: 12:21 - loss: 374.0576 - logits_profile_predictions_loss: 367.9529 - logcount_predictions_loss: 0.3840 302/1615 [====>.........................] - ETA: 12:21 - loss: 374.0550 - logits_profile_predictions_loss: 367.9508 - logcount_predictions_loss: 0.3839 303/1615 [====>.........................] - ETA: 12:20 - loss: 374.0520 - logits_profile_predictions_loss: 367.9482 - logcount_predictions_loss: 0.3839 304/1615 [====>.........................] - ETA: 12:20 - loss: 374.0488 - logits_profile_predictions_loss: 367.9455 - logcount_predictions_loss: 0.3839 305/1615 [====>.........................] - ETA: 12:19 - loss: 374.0456 - logits_profile_predictions_loss: 367.9426 - logcount_predictions_loss: 0.3838 306/1615 [====>.........................] - ETA: 12:19 - loss: 374.0420 - logits_profile_predictions_loss: 367.9395 - logcount_predictions_loss: 0.3838 307/1615 [====>.........................] - ETA: 12:18 - loss: 374.0385 - logits_profile_predictions_loss: 367.9364 - logcount_predictions_loss: 0.3838 308/1615 [====>.........................] - ETA: 12:18 - loss: 374.0348 - logits_profile_predictions_loss: 367.9331 - logcount_predictions_loss: 0.3838 309/1615 [====>.........................] - ETA: 12:17 - loss: 374.0311 - logits_profile_predictions_loss: 367.9299 - logcount_predictions_loss: 0.3837 310/1615 [====>.........................] - ETA: 12:16 - loss: 374.0278 - logits_profile_predictions_loss: 367.9269 - logcount_predictions_loss: 0.3837 311/1615 [====>.........................] - ETA: 12:16 - loss: 374.0242 - logits_profile_predictions_loss: 367.9238 - logcount_predictions_loss: 0.3837 312/1615 [====>.........................] - ETA: 12:15 - loss: 374.0207 - logits_profile_predictions_loss: 367.9207 - logcount_predictions_loss: 0.3837 313/1615 [====>.........................] - ETA: 12:15 - loss: 374.0174 - logits_profile_predictions_loss: 367.9178 - logcount_predictions_loss: 0.3836 314/1615 [====>.........................] - ETA: 12:14 - loss: 374.0144 - logits_profile_predictions_loss: 367.9152 - logcount_predictions_loss: 0.3836 315/1615 [====>.........................] - ETA: 12:14 - loss: 374.0111 - logits_profile_predictions_loss: 367.9124 - logcount_predictions_loss: 0.3836 316/1615 [====>.........................] - ETA: 12:13 - loss: 374.0077 - logits_profile_predictions_loss: 367.9095 - logcount_predictions_loss: 0.3835 317/1615 [====>.........................] - ETA: 12:12 - loss: 374.0045 - logits_profile_predictions_loss: 367.9066 - logcount_predictions_loss: 0.3835 318/1615 [====>.........................] - ETA: 12:12 - loss: 374.0016 - logits_profile_predictions_loss: 367.9042 - logcount_predictions_loss: 0.3835 319/1615 [====>.........................] - ETA: 12:11 - loss: 373.9990 - logits_profile_predictions_loss: 367.9021 - logcount_predictions_loss: 0.3835 320/1615 [====>.........................] - ETA: 12:11 - loss: 373.9964 - logits_profile_predictions_loss: 367.8999 - logcount_predictions_loss: 0.3834 321/1615 [====>.........................] - ETA: 12:10 - loss: 373.9939 - logits_profile_predictions_loss: 367.8979 - logcount_predictions_loss: 0.3834 322/1615 [====>.........................] - ETA: 12:10 - loss: 373.9914 - logits_profile_predictions_loss: 367.8958 - logcount_predictions_loss: 0.3834 323/1615 [=====>........................] - ETA: 12:09 - loss: 373.9887 - logits_profile_predictions_loss: 367.8936 - logcount_predictions_loss: 0.3833 324/1615 [=====>........................] - ETA: 12:08 - loss: 373.9862 - 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[=====>........................] - ETA: 12:05 - loss: 373.9724 - logits_profile_predictions_loss: 367.8808 - logcount_predictions_loss: 0.3831 332/1615 [=====>........................] - ETA: 12:04 - loss: 373.9704 - logits_profile_predictions_loss: 367.8793 - logcount_predictions_loss: 0.3831 333/1615 [=====>........................] - ETA: 12:03 - loss: 373.9689 - logits_profile_predictions_loss: 367.8782 - logcount_predictions_loss: 0.3831 334/1615 [=====>........................] - ETA: 12:03 - loss: 373.9670 - logits_profile_predictions_loss: 367.8768 - logcount_predictions_loss: 0.3830 335/1615 [=====>........................] - ETA: 12:02 - loss: 373.9648 - logits_profile_predictions_loss: 367.8751 - logcount_predictions_loss: 0.3830 336/1615 [=====>........................] - ETA: 12:02 - loss: 373.9630 - logits_profile_predictions_loss: 367.8737 - logcount_predictions_loss: 0.3830 337/1615 [=====>........................] - ETA: 12:01 - loss: 373.9609 - 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367.3564 - logcount_predictions_loss: 0.3828  1599/1615 [============================>.] - ETA: 9s - loss: 373.4433 - logits_profile_predictions_loss: 367.3562 - logcount_predictions_loss: 0.3828 1600/1615 [============================>.] - ETA: 8s - loss: 373.4432 - logits_profile_predictions_loss: 367.3561 - logcount_predictions_loss: 0.3828 1601/1615 [============================>.] - ETA: 7s - loss: 373.4431 - logits_profile_predictions_loss: 367.3560 - logcount_predictions_loss: 0.3828 1602/1615 [============================>.] - ETA: 7s - loss: 373.4431 - logits_profile_predictions_loss: 367.3559 - logcount_predictions_loss: 0.3828 1603/1615 [============================>.] - ETA: 6s - loss: 373.4430 - logits_profile_predictions_loss: 367.3558 - logcount_predictions_loss: 0.3828 1604/1615 [============================>.] - ETA: 6s - loss: 373.4429 - logits_profile_predictions_loss: 367.3557 - logcount_predictions_loss: 0.3828 1605/1615 [============================>.] - ETA: 5s - loss: 373.4428 - logits_profile_predictions_loss: 367.3555 - logcount_predictions_loss: 0.3828 1606/1615 [============================>.] - ETA: 5s - loss: 373.4427 - logits_profile_predictions_loss: 367.3554 - logcount_predictions_loss: 0.3829 1607/1615 [============================>.] - ETA: 4s - loss: 373.4426 - logits_profile_predictions_loss: 367.3552 - logcount_predictions_loss: 0.3829 1608/1615 [============================>.] - ETA: 3s - loss: 373.4425 - logits_profile_predictions_loss: 367.3551 - logcount_predictions_loss: 0.3829 1609/1615 [============================>.] - ETA: 3s - loss: 373.4425 - logits_profile_predictions_loss: 367.3550 - logcount_predictions_loss: 0.3829 1610/1615 [============================>.] - ETA: 2s - loss: 373.4424 - logits_profile_predictions_loss: 367.3548 - logcount_predictions_loss: 0.3829 1611/1615 [============================>.] - ETA: 2s - loss: 373.4423 - logits_profile_predictions_loss: 367.3547 - logcount_predictions_loss: 0.3829 1612/1615 [============================>.] - ETA: 1s - loss: 373.4422 - logits_profile_predictions_loss: 367.3545 - logcount_predictions_loss: 0.3829 1613/1615 [============================>.] - ETA: 1s - loss: 373.4421 - logits_profile_predictions_loss: 367.3544 - logcount_predictions_loss: 0.3829 1614/1615 [============================>.] - ETA: 0s - loss: 373.4420 - logits_profile_predictions_loss: 367.3543 - logcount_predictions_loss: 0.3829 1615/1615 [==============================] - ETA: 0s - loss: 373.4419 - logits_profile_predictions_loss: 367.3541 - logcount_predictions_loss: 0.3829 1615/1615 [==============================] - 945s 585ms/step - loss: 373.4418 - logits_profile_predictions_loss: 367.3540 - logcount_predictions_loss: 0.3829 - val_loss: 413.1158 - val_logits_profile_predictions_loss: 405.0779 - val_logcount_predictions_loss: 0.5055 Epoch 00010: val_loss did not improve from 410.24960 Epoch 11/50 1/1615 [..............................] - ETA: 15:41 - loss: 345.5742 - logits_profile_predictions_loss: 340.4342 - logcount_predictions_loss: 0.3233 2/1615 [..............................] - ETA: 15:10 - loss: 363.7951 - logits_profile_predictions_loss: 358.4606 - logcount_predictions_loss: 0.3355 3/1615 [..............................] - ETA: 15:09 - loss: 368.9428 - logits_profile_predictions_loss: 363.5696 - logcount_predictions_loss: 0.3379 4/1615 [..............................] - ETA: 15:08 - loss: 368.1638 - logits_profile_predictions_loss: 362.8971 - logcount_predictions_loss: 0.3312 5/1615 [..............................] - ETA: 15:08 - loss: 370.4605 - logits_profile_predictions_loss: 365.2465 - logcount_predictions_loss: 0.3279 6/1615 [..............................] - ETA: 15:07 - loss: 370.0613 - logits_profile_predictions_loss: 364.8678 - logcount_predictions_loss: 0.3266 7/1615 [..............................] - ETA: 15:07 - loss: 370.5607 - logits_profile_predictions_loss: 365.4057 - logcount_predictions_loss: 0.3242 8/1615 [..............................] - ETA: 15:06 - loss: 370.6293 - logits_profile_predictions_loss: 365.4937 - logcount_predictions_loss: 0.3230 9/1615 [..............................] - ETA: 15:06 - loss: 370.1780 - logits_profile_predictions_loss: 365.0630 - logcount_predictions_loss: 0.3217 10/1615 [..............................] - ETA: 15:05 - loss: 370.2756 - logits_profile_predictions_loss: 365.1738 - logcount_predictions_loss: 0.3209 11/1615 [..............................] - ETA: 15:04 - loss: 370.3311 - logits_profile_predictions_loss: 365.2228 - logcount_predictions_loss: 0.3213 12/1615 [..............................] - ETA: 15:04 - loss: 370.1831 - logits_profile_predictions_loss: 365.0646 - logcount_predictions_loss: 0.3219 13/1615 [..............................] - ETA: 15:03 - loss: 369.9942 - logits_profile_predictions_loss: 364.8672 - logcount_predictions_loss: 0.3225 14/1615 [..............................] - ETA: 15:03 - loss: 369.6236 - logits_profile_predictions_loss: 364.4963 - logcount_predictions_loss: 0.3225 15/1615 [..............................] - ETA: 15:02 - loss: 369.1602 - logits_profile_predictions_loss: 364.0219 - logcount_predictions_loss: 0.3232 16/1615 [..............................] - ETA: 15:02 - loss: 368.7494 - logits_profile_predictions_loss: 363.5993 - logcount_predictions_loss: 0.3239 17/1615 [..............................] - ETA: 15:01 - loss: 368.4413 - logits_profile_predictions_loss: 363.2783 - logcount_predictions_loss: 0.3247 18/1615 [..............................] - ETA: 15:00 - loss: 368.2170 - logits_profile_predictions_loss: 363.0449 - logcount_predictions_loss: 0.3253 19/1615 [..............................] - ETA: 15:00 - loss: 368.0063 - logits_profile_predictions_loss: 362.8282 - logcount_predictions_loss: 0.3257 20/1615 [..............................] - ETA: 14:59 - loss: 367.8097 - logits_profile_predictions_loss: 362.6261 - logcount_predictions_loss: 0.3260 21/1615 [..............................] - ETA: 14:59 - loss: 367.6818 - logits_profile_predictions_loss: 362.4951 - logcount_predictions_loss: 0.3262 22/1615 [..............................] - ETA: 14:58 - loss: 367.5221 - logits_profile_predictions_loss: 362.3291 - logcount_predictions_loss: 0.3266 23/1615 [..............................] - ETA: 14:58 - loss: 367.5544 - logits_profile_predictions_loss: 362.3531 - logcount_predictions_loss: 0.3271 24/1615 [..............................] - ETA: 14:57 - loss: 367.5656 - logits_profile_predictions_loss: 362.3559 - logcount_predictions_loss: 0.3277 25/1615 [..............................] - ETA: 14:56 - loss: 367.5780 - logits_profile_predictions_loss: 362.3622 - logcount_predictions_loss: 0.3280 26/1615 [..............................] - ETA: 14:56 - loss: 367.6182 - logits_profile_predictions_loss: 362.3975 - logcount_predictions_loss: 0.3283 27/1615 [..............................] - ETA: 14:55 - loss: 367.6703 - logits_profile_predictions_loss: 362.4440 - logcount_predictions_loss: 0.3287 28/1615 [..............................] - ETA: 14:55 - loss: 367.6744 - logits_profile_predictions_loss: 362.4422 - logcount_predictions_loss: 0.3291 29/1615 [..............................] - ETA: 14:54 - loss: 367.6189 - logits_profile_predictions_loss: 362.3812 - logcount_predictions_loss: 0.3294 30/1615 [..............................] - ETA: 14:54 - loss: 367.5877 - logits_profile_predictions_loss: 362.3450 - logcount_predictions_loss: 0.3297 31/1615 [..............................] - ETA: 14:53 - loss: 367.5595 - logits_profile_predictions_loss: 362.3105 - logcount_predictions_loss: 0.3301 32/1615 [..............................] - ETA: 14:52 - loss: 367.5683 - logits_profile_predictions_loss: 362.3112 - logcount_predictions_loss: 0.3306 33/1615 [..............................] - ETA: 14:52 - loss: 367.5775 - logits_profile_predictions_loss: 362.3112 - logcount_predictions_loss: 0.3312 34/1615 [..............................] - ETA: 14:51 - loss: 367.5810 - logits_profile_predictions_loss: 362.3058 - logcount_predictions_loss: 0.3318 35/1615 [..............................] - ETA: 14:51 - loss: 367.6140 - logits_profile_predictions_loss: 362.3303 - logcount_predictions_loss: 0.3323 36/1615 [..............................] - ETA: 14:50 - loss: 367.6425 - logits_profile_predictions_loss: 362.3513 - logcount_predictions_loss: 0.3328 37/1615 [..............................] - ETA: 14:50 - loss: 367.6899 - logits_profile_predictions_loss: 362.3908 - logcount_predictions_loss: 0.3333 38/1615 [..............................] - ETA: 14:49 - loss: 367.7404 - logits_profile_predictions_loss: 362.4343 - logcount_predictions_loss: 0.3337 39/1615 [..............................] - ETA: 14:48 - loss: 367.8211 - logits_profile_predictions_loss: 362.5058 - logcount_predictions_loss: 0.3343 40/1615 [..............................] - ETA: 14:48 - loss: 367.8878 - logits_profile_predictions_loss: 362.5649 - logcount_predictions_loss: 0.3348 41/1615 [..............................] - ETA: 14:47 - loss: 367.9327 - logits_profile_predictions_loss: 362.6025 - logcount_predictions_loss: 0.3352 42/1615 [..............................] - ETA: 14:47 - loss: 367.9613 - logits_profile_predictions_loss: 362.6247 - logcount_predictions_loss: 0.3356 43/1615 [..............................] - ETA: 14:46 - loss: 367.9753 - logits_profile_predictions_loss: 362.6316 - logcount_predictions_loss: 0.3361 44/1615 [..............................] - ETA: 14:46 - loss: 367.9739 - logits_profile_predictions_loss: 362.6240 - logcount_predictions_loss: 0.3365 45/1615 [..............................] - ETA: 14:45 - loss: 367.9774 - logits_profile_predictions_loss: 362.6205 - logcount_predictions_loss: 0.3369 46/1615 [..............................] - ETA: 14:44 - loss: 367.9812 - logits_profile_predictions_loss: 362.6162 - logcount_predictions_loss: 0.3374 47/1615 [..............................] - ETA: 14:44 - loss: 367.9733 - logits_profile_predictions_loss: 362.6005 - logcount_predictions_loss: 0.3379 48/1615 [..............................] - ETA: 14:43 - loss: 367.9826 - logits_profile_predictions_loss: 362.6017 - logcount_predictions_loss: 0.3384 49/1615 [..............................] - ETA: 14:43 - loss: 367.9819 - logits_profile_predictions_loss: 362.5924 - logcount_predictions_loss: 0.3390 50/1615 [..............................] - ETA: 14:42 - loss: 367.9775 - logits_profile_predictions_loss: 362.5791 - logcount_predictions_loss: 0.3395 51/1615 [..............................] - ETA: 14:42 - loss: 367.9703 - logits_profile_predictions_loss: 362.5634 - logcount_predictions_loss: 0.3401 52/1615 [..............................] - ETA: 14:41 - loss: 367.9676 - logits_profile_predictions_loss: 362.5526 - logcount_predictions_loss: 0.3406 53/1615 [..............................] - ETA: 14:40 - loss: 367.9804 - logits_profile_predictions_loss: 362.5576 - logcount_predictions_loss: 0.3411 54/1615 [>.............................] - ETA: 14:40 - loss: 367.9953 - logits_profile_predictions_loss: 362.5651 - logcount_predictions_loss: 0.3415 55/1615 [>.............................] - ETA: 14:39 - loss: 368.0057 - logits_profile_predictions_loss: 362.5684 - logcount_predictions_loss: 0.3420 56/1615 [>.............................] - ETA: 14:39 - loss: 368.0199 - logits_profile_predictions_loss: 362.5758 - logcount_predictions_loss: 0.3424 57/1615 [>.............................] - ETA: 14:38 - loss: 368.0573 - logits_profile_predictions_loss: 362.6068 - logcount_predictions_loss: 0.3428 58/1615 [>.............................] - ETA: 14:38 - loss: 368.0923 - logits_profile_predictions_loss: 362.6354 - logcount_predictions_loss: 0.3432 59/1615 [>.............................] - ETA: 14:37 - loss: 368.1224 - logits_profile_predictions_loss: 362.6594 - logcount_predictions_loss: 0.3436 60/1615 [>.............................] - ETA: 14:37 - loss: 368.1577 - logits_profile_predictions_loss: 362.6877 - logcount_predictions_loss: 0.3440 61/1615 [>.............................] - ETA: 14:36 - loss: 368.1791 - logits_profile_predictions_loss: 362.7027 - logcount_predictions_loss: 0.3444 62/1615 [>.............................] - ETA: 14:35 - loss: 368.2003 - logits_profile_predictions_loss: 362.7178 - logcount_predictions_loss: 0.3448 63/1615 [>.............................] - ETA: 14:35 - loss: 368.2303 - logits_profile_predictions_loss: 362.7419 - logcount_predictions_loss: 0.3452 64/1615 [>.............................] - ETA: 14:34 - loss: 368.2633 - logits_profile_predictions_loss: 362.7692 - logcount_predictions_loss: 0.3455 65/1615 [>.............................] - ETA: 14:34 - loss: 368.2804 - logits_profile_predictions_loss: 362.7806 - logcount_predictions_loss: 0.3459 66/1615 [>.............................] - ETA: 14:33 - loss: 368.3000 - logits_profile_predictions_loss: 362.7943 - logcount_predictions_loss: 0.3463 67/1615 [>.............................] - ETA: 14:33 - loss: 368.3114 - logits_profile_predictions_loss: 362.8006 - logcount_predictions_loss: 0.3466 68/1615 [>.............................] - ETA: 14:32 - loss: 368.3216 - logits_profile_predictions_loss: 362.8048 - logcount_predictions_loss: 0.3470 69/1615 [>.............................] - ETA: 14:32 - loss: 368.3350 - logits_profile_predictions_loss: 362.8118 - logcount_predictions_loss: 0.3474 70/1615 [>.............................] - ETA: 14:31 - loss: 368.3496 - logits_profile_predictions_loss: 362.8201 - logcount_predictions_loss: 0.3478 71/1615 [>.............................] - ETA: 14:30 - loss: 368.3686 - logits_profile_predictions_loss: 362.8329 - logcount_predictions_loss: 0.3482 72/1615 [>.............................] - ETA: 14:30 - loss: 368.3784 - logits_profile_predictions_loss: 362.8367 - logcount_predictions_loss: 0.3485 73/1615 [>.............................] - ETA: 14:29 - loss: 368.3900 - logits_profile_predictions_loss: 362.8427 - logcount_predictions_loss: 0.3489 74/1615 [>.............................] - ETA: 14:29 - loss: 368.4015 - logits_profile_predictions_loss: 362.8489 - logcount_predictions_loss: 0.3492 75/1615 [>.............................] - ETA: 14:28 - loss: 368.4125 - logits_profile_predictions_loss: 362.8548 - logcount_predictions_loss: 0.3495 76/1615 [>.............................] - ETA: 14:28 - loss: 368.4310 - logits_profile_predictions_loss: 362.8681 - logcount_predictions_loss: 0.3499 77/1615 [>.............................] - ETA: 14:27 - loss: 368.4486 - logits_profile_predictions_loss: 362.8801 - logcount_predictions_loss: 0.3502 78/1615 [>.............................] - ETA: 14:26 - loss: 368.4670 - logits_profile_predictions_loss: 362.8934 - logcount_predictions_loss: 0.3505 79/1615 [>.............................] - ETA: 14:26 - loss: 368.4820 - logits_profile_predictions_loss: 362.9033 - logcount_predictions_loss: 0.3509 80/1615 [>.............................] - ETA: 14:25 - loss: 368.5005 - logits_profile_predictions_loss: 362.9168 - logcount_predictions_loss: 0.3512 81/1615 [>.............................] - ETA: 14:25 - loss: 368.5210 - logits_profile_predictions_loss: 362.9328 - logcount_predictions_loss: 0.3515 82/1615 [>.............................] - ETA: 14:24 - loss: 368.5538 - logits_profile_predictions_loss: 362.9610 - logcount_predictions_loss: 0.3517 83/1615 [>.............................] - ETA: 14:24 - loss: 368.5910 - logits_profile_predictions_loss: 362.9941 - logcount_predictions_loss: 0.3520 84/1615 [>.............................] - ETA: 14:23 - loss: 368.6254 - logits_profile_predictions_loss: 363.0247 - logcount_predictions_loss: 0.3522 85/1615 [>.............................] - ETA: 14:22 - loss: 368.6541 - logits_profile_predictions_loss: 363.0500 - logcount_predictions_loss: 0.3525 86/1615 [>.............................] - ETA: 14:22 - loss: 368.6798 - logits_profile_predictions_loss: 363.0724 - logcount_predictions_loss: 0.3527 87/1615 [>.............................] - ETA: 14:21 - loss: 368.7056 - logits_profile_predictions_loss: 363.0951 - logcount_predictions_loss: 0.3529 88/1615 [>.............................] - ETA: 14:21 - loss: 368.7300 - logits_profile_predictions_loss: 363.1165 - logcount_predictions_loss: 0.3531 89/1615 [>.............................] - ETA: 14:20 - loss: 368.7573 - logits_profile_predictions_loss: 363.1411 - logcount_predictions_loss: 0.3532 90/1615 [>.............................] - ETA: 14:20 - loss: 368.7809 - logits_profile_predictions_loss: 363.1622 - logcount_predictions_loss: 0.3534 91/1615 [>.............................] - ETA: 14:19 - loss: 368.7987 - logits_profile_predictions_loss: 363.1777 - logcount_predictions_loss: 0.3535 92/1615 [>.............................] - ETA: 14:19 - loss: 368.8140 - logits_profile_predictions_loss: 363.1909 - logcount_predictions_loss: 0.3537 93/1615 [>.............................] - ETA: 14:18 - loss: 368.8351 - logits_profile_predictions_loss: 363.2097 - logcount_predictions_loss: 0.3538 94/1615 [>.............................] - ETA: 14:17 - loss: 368.8548 - logits_profile_predictions_loss: 363.2272 - logcount_predictions_loss: 0.3539 95/1615 [>.............................] - ETA: 14:17 - loss: 368.8685 - logits_profile_predictions_loss: 363.2386 - logcount_predictions_loss: 0.3541 96/1615 [>.............................] - ETA: 14:16 - loss: 368.8829 - logits_profile_predictions_loss: 363.2508 - logcount_predictions_loss: 0.3542 97/1615 [>.............................] - ETA: 14:16 - loss: 368.8995 - logits_profile_predictions_loss: 363.2652 - logcount_predictions_loss: 0.3544 98/1615 [>.............................] - ETA: 14:15 - loss: 368.9184 - logits_profile_predictions_loss: 363.2821 - logcount_predictions_loss: 0.3545 99/1615 [>.............................] - ETA: 14:15 - loss: 368.9324 - logits_profile_predictions_loss: 363.2943 - logcount_predictions_loss: 0.3546 100/1615 [>.............................] - ETA: 14:14 - loss: 368.9426 - logits_profile_predictions_loss: 363.3028 - logcount_predictions_loss: 0.3547 101/1615 [>.............................] - ETA: 14:13 - loss: 368.9492 - logits_profile_predictions_loss: 363.3077 - logcount_predictions_loss: 0.3548 102/1615 [>.............................] - ETA: 14:13 - loss: 368.9575 - logits_profile_predictions_loss: 363.3145 - logcount_predictions_loss: 0.3549 103/1615 [>.............................] - ETA: 14:12 - loss: 368.9687 - logits_profile_predictions_loss: 363.3241 - logcount_predictions_loss: 0.3550 104/1615 [>.............................] - ETA: 14:12 - loss: 368.9827 - logits_profile_predictions_loss: 363.3366 - logcount_predictions_loss: 0.3551 105/1615 [>.............................] - ETA: 14:11 - loss: 368.9978 - logits_profile_predictions_loss: 363.3502 - logcount_predictions_loss: 0.3552 106/1615 [>.............................] - ETA: 14:11 - loss: 369.0120 - logits_profile_predictions_loss: 363.3633 - logcount_predictions_loss: 0.3553 107/1615 [>.............................] - ETA: 14:10 - loss: 369.0241 - logits_profile_predictions_loss: 363.3742 - logcount_predictions_loss: 0.3553 108/1615 [=>............................] - ETA: 14:10 - loss: 369.0322 - logits_profile_predictions_loss: 363.3814 - logcount_predictions_loss: 0.3554 109/1615 [=>............................] - ETA: 14:09 - loss: 369.0414 - logits_profile_predictions_loss: 363.3895 - logcount_predictions_loss: 0.3555 110/1615 [=>............................] - ETA: 14:09 - loss: 369.0532 - logits_profile_predictions_loss: 363.4003 - logcount_predictions_loss: 0.3555 111/1615 [=>............................] - ETA: 14:08 - loss: 369.0642 - logits_profile_predictions_loss: 363.4103 - logcount_predictions_loss: 0.3556 112/1615 [=>............................] - ETA: 14:07 - loss: 369.0757 - logits_profile_predictions_loss: 363.4210 - logcount_predictions_loss: 0.3556 113/1615 [=>............................] - ETA: 14:07 - loss: 369.0890 - logits_profile_predictions_loss: 363.4336 - logcount_predictions_loss: 0.3557 114/1615 [=>............................] - ETA: 14:06 - loss: 369.1026 - logits_profile_predictions_loss: 363.4465 - logcount_predictions_loss: 0.3557 115/1615 [=>............................] - ETA: 14:06 - loss: 369.1183 - logits_profile_predictions_loss: 363.4614 - logcount_predictions_loss: 0.3558 116/1615 [=>............................] - ETA: 14:05 - loss: 369.1333 - logits_profile_predictions_loss: 363.4756 - logcount_predictions_loss: 0.3558 117/1615 [=>............................] - ETA: 14:05 - loss: 369.1476 - logits_profile_predictions_loss: 363.4891 - logcount_predictions_loss: 0.3559 118/1615 [=>............................] - ETA: 14:04 - loss: 369.1616 - logits_profile_predictions_loss: 363.5024 - logcount_predictions_loss: 0.3559 119/1615 [=>............................] - ETA: 14:04 - loss: 369.1753 - logits_profile_predictions_loss: 363.5152 - logcount_predictions_loss: 0.3560 120/1615 [=>............................] - ETA: 14:03 - loss: 369.1886 - logits_profile_predictions_loss: 363.5277 - logcount_predictions_loss: 0.3560 121/1615 [=>............................] - ETA: 14:02 - loss: 369.2004 - logits_profile_predictions_loss: 363.5388 - logcount_predictions_loss: 0.3561 122/1615 [=>............................] - ETA: 14:02 - loss: 369.2138 - logits_profile_predictions_loss: 363.5515 - logcount_predictions_loss: 0.3561 123/1615 [=>............................] - ETA: 14:01 - loss: 369.2293 - logits_profile_predictions_loss: 363.5664 - logcount_predictions_loss: 0.3562 124/1615 [=>............................] - ETA: 14:01 - loss: 369.2473 - logits_profile_predictions_loss: 363.5838 - logcount_predictions_loss: 0.3562 125/1615 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[===>..........................] - ETA: 13:09 - loss: 370.4841 - logits_profile_predictions_loss: 364.7610 - logcount_predictions_loss: 0.3599 217/1615 [===>..........................] - ETA: 13:08 - loss: 370.4905 - logits_profile_predictions_loss: 364.7669 - logcount_predictions_loss: 0.3600 218/1615 [===>..........................] - ETA: 13:08 - loss: 370.4973 - logits_profile_predictions_loss: 364.7732 - logcount_predictions_loss: 0.3600 219/1615 [===>..........................] - ETA: 13:07 - loss: 370.5039 - logits_profile_predictions_loss: 364.7793 - logcount_predictions_loss: 0.3600 220/1615 [===>..........................] - ETA: 13:07 - loss: 370.5112 - logits_profile_predictions_loss: 364.7861 - logcount_predictions_loss: 0.3601 221/1615 [===>..........................] - ETA: 13:06 - loss: 370.5180 - logits_profile_predictions_loss: 364.7925 - logcount_predictions_loss: 0.3601 222/1615 [===>..........................] - ETA: 13:05 - loss: 370.5258 - 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[===>..........................] - ETA: 13:02 - loss: 370.5795 - logits_profile_predictions_loss: 364.8505 - logcount_predictions_loss: 0.3603 230/1615 [===>..........................] - ETA: 13:01 - loss: 370.5852 - logits_profile_predictions_loss: 364.8559 - logcount_predictions_loss: 0.3603 231/1615 [===>..........................] - ETA: 13:00 - loss: 370.5913 - logits_profile_predictions_loss: 364.8617 - logcount_predictions_loss: 0.3604 232/1615 [===>..........................] - ETA: 13:00 - loss: 370.5972 - logits_profile_predictions_loss: 364.8673 - logcount_predictions_loss: 0.3604 233/1615 [===>..........................] - ETA: 12:59 - loss: 370.6022 - logits_profile_predictions_loss: 364.8719 - logcount_predictions_loss: 0.3604 234/1615 [===>..........................] - ETA: 12:59 - loss: 370.6078 - logits_profile_predictions_loss: 364.8772 - logcount_predictions_loss: 0.3604 235/1615 [===>..........................] - ETA: 12:58 - loss: 370.6140 - 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logits_profile_predictions_loss: 364.9504 - logcount_predictions_loss: 0.3606 249/1615 [===>..........................] - ETA: 12:50 - loss: 370.6897 - logits_profile_predictions_loss: 364.9557 - logcount_predictions_loss: 0.3606 250/1615 [===>..........................] - ETA: 12:50 - loss: 370.6952 - logits_profile_predictions_loss: 364.9610 - logcount_predictions_loss: 0.3606 251/1615 [===>..........................] - ETA: 12:49 - loss: 370.6999 - logits_profile_predictions_loss: 364.9656 - logcount_predictions_loss: 0.3607 252/1615 [===>..........................] - ETA: 12:49 - loss: 370.7048 - logits_profile_predictions_loss: 364.9703 - logcount_predictions_loss: 0.3607 253/1615 [===>..........................] - ETA: 12:48 - loss: 370.7094 - logits_profile_predictions_loss: 364.9748 - logcount_predictions_loss: 0.3607 254/1615 [===>..........................] - ETA: 12:47 - loss: 370.7140 - logits_profile_predictions_loss: 364.9793 - logcount_predictions_loss: 0.3607 255/1615 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logits_profile_predictions_loss: 365.0006 - logcount_predictions_loss: 0.3608 288/1615 [====>.........................] - ETA: 12:28 - loss: 370.7361 - logits_profile_predictions_loss: 364.9993 - logcount_predictions_loss: 0.3608 289/1615 [====>.........................] - ETA: 12:28 - loss: 370.7346 - logits_profile_predictions_loss: 364.9978 - logcount_predictions_loss: 0.3608 290/1615 [====>.........................] - ETA: 12:27 - loss: 370.7333 - logits_profile_predictions_loss: 364.9965 - logcount_predictions_loss: 0.3608 291/1615 [====>.........................] - ETA: 12:27 - loss: 370.7321 - logits_profile_predictions_loss: 364.9953 - logcount_predictions_loss: 0.3608 292/1615 [====>.........................] - ETA: 12:26 - loss: 370.7304 - logits_profile_predictions_loss: 364.9935 - logcount_predictions_loss: 0.3608 293/1615 [====>.........................] - ETA: 12:25 - loss: 370.7284 - logits_profile_predictions_loss: 364.9915 - logcount_predictions_loss: 0.3608 294/1615 [====>.........................] - ETA: 12:25 - loss: 370.7269 - logits_profile_predictions_loss: 364.9901 - logcount_predictions_loss: 0.3608 295/1615 [====>.........................] - ETA: 12:24 - loss: 370.7250 - logits_profile_predictions_loss: 364.9882 - logcount_predictions_loss: 0.3608 296/1615 [====>.........................] - ETA: 12:24 - loss: 370.7224 - logits_profile_predictions_loss: 364.9854 - logcount_predictions_loss: 0.3608 297/1615 [====>.........................] - ETA: 12:23 - loss: 370.7200 - logits_profile_predictions_loss: 364.9830 - logcount_predictions_loss: 0.3608 298/1615 [====>.........................] - ETA: 12:23 - loss: 370.7175 - logits_profile_predictions_loss: 364.9805 - logcount_predictions_loss: 0.3608 299/1615 [====>.........................] - ETA: 12:22 - loss: 370.7145 - logits_profile_predictions_loss: 364.9774 - logcount_predictions_loss: 0.3608 300/1615 [====>.........................] - ETA: 12:21 - loss: 370.7116 - logits_profile_predictions_loss: 364.9745 - logcount_predictions_loss: 0.3608 301/1615 [====>.........................] - ETA: 12:21 - loss: 370.7098 - logits_profile_predictions_loss: 364.9725 - logcount_predictions_loss: 0.3608 302/1615 [====>.........................] - ETA: 12:20 - loss: 370.7080 - logits_profile_predictions_loss: 364.9706 - logcount_predictions_loss: 0.3608 303/1615 [====>.........................] - ETA: 12:20 - loss: 370.7068 - logits_profile_predictions_loss: 364.9693 - logcount_predictions_loss: 0.3609 304/1615 [====>.........................] - ETA: 12:19 - loss: 370.7056 - logits_profile_predictions_loss: 364.9680 - logcount_predictions_loss: 0.3609 305/1615 [====>.........................] - ETA: 12:19 - loss: 370.7039 - logits_profile_predictions_loss: 364.9661 - logcount_predictions_loss: 0.3609 306/1615 [====>.........................] - ETA: 12:18 - loss: 370.7029 - logits_profile_predictions_loss: 364.9649 - logcount_predictions_loss: 0.3609 307/1615 [====>.........................] - ETA: 12:18 - loss: 370.7017 - logits_profile_predictions_loss: 364.9636 - logcount_predictions_loss: 0.3609 308/1615 [====>.........................] - ETA: 12:17 - loss: 370.7011 - logits_profile_predictions_loss: 364.9629 - logcount_predictions_loss: 0.3609 309/1615 [====>.........................] - ETA: 12:16 - loss: 370.7002 - logits_profile_predictions_loss: 364.9618 - logcount_predictions_loss: 0.3609 310/1615 [====>.........................] - ETA: 12:16 - loss: 370.6998 - logits_profile_predictions_loss: 364.9612 - logcount_predictions_loss: 0.3609 311/1615 [====>.........................] - ETA: 12:15 - loss: 370.6997 - logits_profile_predictions_loss: 364.9608 - logcount_predictions_loss: 0.3609 312/1615 [====>.........................] - ETA: 12:15 - loss: 370.6998 - logits_profile_predictions_loss: 364.9607 - logcount_predictions_loss: 0.3610 313/1615 [====>.........................] - ETA: 12:14 - loss: 370.6999 - logits_profile_predictions_loss: 364.9605 - logcount_predictions_loss: 0.3610 314/1615 [====>.........................] - ETA: 12:14 - loss: 370.6999 - logits_profile_predictions_loss: 364.9602 - logcount_predictions_loss: 0.3610 315/1615 [====>.........................] - ETA: 12:13 - loss: 370.6999 - logits_profile_predictions_loss: 364.9600 - logcount_predictions_loss: 0.3610 316/1615 [====>.........................] - ETA: 12:12 - loss: 370.6994 - logits_profile_predictions_loss: 364.9593 - logcount_predictions_loss: 0.3610 317/1615 [====>.........................] - ETA: 12:12 - loss: 370.6986 - logits_profile_predictions_loss: 364.9583 - logcount_predictions_loss: 0.3610 318/1615 [====>.........................] - ETA: 12:11 - loss: 370.6980 - logits_profile_predictions_loss: 364.9574 - logcount_predictions_loss: 0.3610 319/1615 [====>.........................] - ETA: 12:11 - loss: 370.6976 - logits_profile_predictions_loss: 364.9568 - logcount_predictions_loss: 0.3611 320/1615 [====>.........................] - ETA: 12:10 - loss: 370.6968 - logits_profile_predictions_loss: 364.9558 - logcount_predictions_loss: 0.3611 321/1615 [====>.........................] - ETA: 12:10 - loss: 370.6963 - logits_profile_predictions_loss: 364.9550 - logcount_predictions_loss: 0.3611 322/1615 [====>.........................] - ETA: 12:09 - loss: 370.6957 - logits_profile_predictions_loss: 364.9541 - logcount_predictions_loss: 0.3611 323/1615 [=====>........................] - ETA: 12:09 - loss: 370.6950 - logits_profile_predictions_loss: 364.9531 - logcount_predictions_loss: 0.3611 324/1615 [=====>........................] - ETA: 12:08 - loss: 370.6946 - logits_profile_predictions_loss: 364.9524 - logcount_predictions_loss: 0.3611 325/1615 [=====>........................] - ETA: 12:07 - loss: 370.6940 - logits_profile_predictions_loss: 364.9515 - logcount_predictions_loss: 0.3612 326/1615 [=====>........................] - ETA: 12:07 - loss: 370.6934 - logits_profile_predictions_loss: 364.9506 - logcount_predictions_loss: 0.3612 327/1615 [=====>........................] - ETA: 12:06 - loss: 370.6932 - logits_profile_predictions_loss: 364.9502 - logcount_predictions_loss: 0.3612 328/1615 [=====>........................] - ETA: 12:06 - loss: 370.6932 - logits_profile_predictions_loss: 364.9500 - logcount_predictions_loss: 0.3612 329/1615 [=====>........................] - ETA: 12:05 - loss: 370.6932 - logits_profile_predictions_loss: 364.9497 - logcount_predictions_loss: 0.3612 330/1615 [=====>........................] - ETA: 12:05 - loss: 370.6929 - logits_profile_predictions_loss: 364.9492 - logcount_predictions_loss: 0.3612 331/1615 [=====>........................] - ETA: 12:04 - loss: 370.6933 - logits_profile_predictions_loss: 364.9493 - logcount_predictions_loss: 0.3613 332/1615 [=====>........................] - ETA: 12:03 - loss: 370.6935 - logits_profile_predictions_loss: 364.9493 - logcount_predictions_loss: 0.3613 333/1615 [=====>........................] - ETA: 12:03 - loss: 370.6942 - logits_profile_predictions_loss: 364.9497 - logcount_predictions_loss: 0.3613 334/1615 [=====>........................] - ETA: 12:02 - loss: 370.6947 - logits_profile_predictions_loss: 364.9501 - logcount_predictions_loss: 0.3613 335/1615 [=====>........................] - ETA: 12:02 - loss: 370.6956 - logits_profile_predictions_loss: 364.9507 - logcount_predictions_loss: 0.3613 336/1615 [=====>........................] - ETA: 12:01 - loss: 370.6961 - logits_profile_predictions_loss: 364.9510 - logcount_predictions_loss: 0.3613 337/1615 [=====>........................] - ETA: 12:01 - loss: 370.6970 - logits_profile_predictions_loss: 364.9517 - logcount_predictions_loss: 0.3613 338/1615 [=====>........................] - ETA: 12:00 - loss: 370.6977 - logits_profile_predictions_loss: 364.9523 - logcount_predictions_loss: 0.3614 339/1615 [=====>........................] - ETA: 11:59 - loss: 370.6987 - logits_profile_predictions_loss: 364.9531 - logcount_predictions_loss: 0.3614 340/1615 [=====>........................] - ETA: 11:59 - loss: 370.7000 - logits_profile_predictions_loss: 364.9542 - logcount_predictions_loss: 0.3614 341/1615 [=====>........................] - ETA: 11:58 - loss: 370.7014 - logits_profile_predictions_loss: 364.9554 - logcount_predictions_loss: 0.3614 342/1615 [=====>........................] - ETA: 11:58 - loss: 370.7025 - logits_profile_predictions_loss: 364.9563 - logcount_predictions_loss: 0.3614 343/1615 [=====>........................] - ETA: 11:57 - loss: 370.7035 - logits_profile_predictions_loss: 364.9572 - logcount_predictions_loss: 0.3614 344/1615 [=====>........................] - ETA: 11:57 - loss: 370.7046 - logits_profile_predictions_loss: 364.9581 - logcount_predictions_loss: 0.3614 345/1615 [=====>........................] - ETA: 11:56 - loss: 370.7059 - logits_profile_predictions_loss: 364.9593 - logcount_predictions_loss: 0.3614 346/1615 [=====>........................] - ETA: 11:56 - loss: 370.7071 - logits_profile_predictions_loss: 364.9603 - logcount_predictions_loss: 0.3614 347/1615 [=====>........................] - ETA: 11:55 - loss: 370.7079 - logits_profile_predictions_loss: 364.9610 - logcount_predictions_loss: 0.3614 348/1615 [=====>........................] - ETA: 11:54 - loss: 370.7090 - logits_profile_predictions_loss: 364.9619 - logcount_predictions_loss: 0.3615 349/1615 [=====>........................] - ETA: 11:54 - loss: 370.7101 - logits_profile_predictions_loss: 364.9629 - logcount_predictions_loss: 0.3615 350/1615 [=====>........................] - ETA: 11:53 - loss: 370.7112 - logits_profile_predictions_loss: 364.9638 - logcount_predictions_loss: 0.3615 351/1615 [=====>........................] - ETA: 11:53 - loss: 370.7128 - logits_profile_predictions_loss: 364.9652 - logcount_predictions_loss: 0.3615 352/1615 [=====>........................] - ETA: 11:52 - loss: 370.7142 - logits_profile_predictions_loss: 364.9664 - logcount_predictions_loss: 0.3615 353/1615 [=====>........................] - ETA: 11:52 - loss: 370.7153 - logits_profile_predictions_loss: 364.9674 - logcount_predictions_loss: 0.3615 354/1615 [=====>........................] - ETA: 11:51 - loss: 370.7165 - logits_profile_predictions_loss: 364.9684 - logcount_predictions_loss: 0.3615 355/1615 [=====>........................] - ETA: 11:50 - loss: 370.7176 - logits_profile_predictions_loss: 364.9693 - logcount_predictions_loss: 0.3615 356/1615 [=====>........................] - ETA: 11:50 - loss: 370.7187 - logits_profile_predictions_loss: 364.9702 - logcount_predictions_loss: 0.3615 357/1615 [=====>........................] - ETA: 11:49 - loss: 370.7198 - logits_profile_predictions_loss: 364.9711 - logcount_predictions_loss: 0.3616 358/1615 [=====>........................] - ETA: 11:49 - loss: 370.7209 - logits_profile_predictions_loss: 364.9720 - logcount_predictions_loss: 0.3616 359/1615 [=====>........................] - ETA: 11:48 - loss: 370.7221 - logits_profile_predictions_loss: 364.9731 - logcount_predictions_loss: 0.3616 360/1615 [=====>........................] - ETA: 11:48 - loss: 370.7234 - logits_profile_predictions_loss: 364.9741 - logcount_predictions_loss: 0.3616 361/1615 [=====>........................] - ETA: 11:47 - loss: 370.7246 - logits_profile_predictions_loss: 364.9751 - logcount_predictions_loss: 0.3616 362/1615 [=====>........................] - ETA: 11:47 - loss: 370.7255 - logits_profile_predictions_loss: 364.9758 - logcount_predictions_loss: 0.3616 363/1615 [=====>........................] - ETA: 11:46 - loss: 370.7265 - logits_profile_predictions_loss: 364.9767 - logcount_predictions_loss: 0.3616 364/1615 [=====>........................] - ETA: 11:45 - loss: 370.7274 - logits_profile_predictions_loss: 364.9774 - logcount_predictions_loss: 0.3616 365/1615 [=====>........................] - ETA: 11:45 - loss: 370.7286 - logits_profile_predictions_loss: 364.9784 - logcount_predictions_loss: 0.3617 366/1615 [=====>........................] - ETA: 11:44 - loss: 370.7299 - logits_profile_predictions_loss: 364.9795 - logcount_predictions_loss: 0.3617 367/1615 [=====>........................] - ETA: 11:44 - loss: 370.7311 - logits_profile_predictions_loss: 364.9806 - logcount_predictions_loss: 0.3617 368/1615 [=====>........................] - ETA: 11:43 - loss: 370.7324 - logits_profile_predictions_loss: 364.9817 - logcount_predictions_loss: 0.3617 369/1615 [=====>........................] - ETA: 11:43 - loss: 370.7332 - logits_profile_predictions_loss: 364.9824 - logcount_predictions_loss: 0.3617 370/1615 [=====>........................] - ETA: 11:42 - loss: 370.7339 - logits_profile_predictions_loss: 364.9829 - logcount_predictions_loss: 0.3617 371/1615 [=====>........................] - ETA: 11:41 - loss: 370.7342 - logits_profile_predictions_loss: 364.9831 - logcount_predictions_loss: 0.3617 372/1615 [=====>........................] - ETA: 11:41 - loss: 370.7345 - logits_profile_predictions_loss: 364.9832 - logcount_predictions_loss: 0.3617 373/1615 [=====>........................] - ETA: 11:40 - loss: 370.7352 - logits_profile_predictions_loss: 364.9837 - logcount_predictions_loss: 0.3617 374/1615 [=====>........................] - ETA: 11:40 - loss: 370.7358 - logits_profile_predictions_loss: 364.9842 - logcount_predictions_loss: 0.3617 375/1615 [=====>........................] - ETA: 11:39 - loss: 370.7370 - logits_profile_predictions_loss: 364.9853 - logcount_predictions_loss: 0.3617 376/1615 [=====>........................] - ETA: 11:39 - loss: 370.7383 - logits_profile_predictions_loss: 364.9864 - logcount_predictions_loss: 0.3618 377/1615 [======>.......................] - ETA: 11:38 - loss: 370.7397 - logits_profile_predictions_loss: 364.9876 - logcount_predictions_loss: 0.3618 378/1615 [======>.......................] - ETA: 11:37 - loss: 370.7410 - 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[============================>.] - ETA: 26s - loss: 371.4059 - logits_profile_predictions_loss: 365.5414 - logcount_predictions_loss: 0.3688 1569/1615 [============================>.] - ETA: 25s - loss: 371.4057 - logits_profile_predictions_loss: 365.5411 - logcount_predictions_loss: 0.3688 1570/1615 [============================>.] - ETA: 25s - loss: 371.4054 - logits_profile_predictions_loss: 365.5409 - logcount_predictions_loss: 0.3688 1571/1615 [============================>.] - ETA: 24s - loss: 371.4052 - logits_profile_predictions_loss: 365.5406 - logcount_predictions_loss: 0.3688 1572/1615 [============================>.] - ETA: 24s - loss: 371.4050 - logits_profile_predictions_loss: 365.5404 - logcount_predictions_loss: 0.3688 1573/1615 [============================>.] - ETA: 23s - loss: 371.4048 - logits_profile_predictions_loss: 365.5402 - logcount_predictions_loss: 0.3689 1574/1615 [============================>.] - ETA: 23s - loss: 371.4046 - 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[============================>.] - ETA: 19s - loss: 371.4032 - logits_profile_predictions_loss: 365.5384 - logcount_predictions_loss: 0.3689 1582/1615 [============================>.] - ETA: 18s - loss: 371.4030 - logits_profile_predictions_loss: 365.5381 - logcount_predictions_loss: 0.3689 1583/1615 [============================>.] - ETA: 18s - loss: 371.4029 - logits_profile_predictions_loss: 365.5379 - logcount_predictions_loss: 0.3689 1584/1615 [============================>.] - ETA: 17s - loss: 371.4027 - logits_profile_predictions_loss: 365.5377 - logcount_predictions_loss: 0.3689 1585/1615 [============================>.] - ETA: 16s - loss: 371.4025 - logits_profile_predictions_loss: 365.5375 - logcount_predictions_loss: 0.3689 1586/1615 [============================>.] - ETA: 16s - loss: 371.4024 - logits_profile_predictions_loss: 365.5374 - logcount_predictions_loss: 0.3689 1587/1615 [============================>.] - ETA: 15s - loss: 371.4022 - 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[============================>.] - ETA: 11s - loss: 371.4012 - logits_profile_predictions_loss: 365.5360 - logcount_predictions_loss: 0.3689 1595/1615 [============================>.] - ETA: 11s - loss: 371.4010 - logits_profile_predictions_loss: 365.5358 - logcount_predictions_loss: 0.3689 1596/1615 [============================>.] - ETA: 10s - loss: 371.4008 - logits_profile_predictions_loss: 365.5355 - logcount_predictions_loss: 0.3689 1597/1615 [============================>.] - ETA: 10s - loss: 371.4006 - logits_profile_predictions_loss: 365.5353 - logcount_predictions_loss: 0.3689 1598/1615 [============================>.] - ETA: 9s - loss: 371.4004 - logits_profile_predictions_loss: 365.5351 - logcount_predictions_loss: 0.3689  1599/1615 [============================>.] - ETA: 9s - loss: 371.4002 - logits_profile_predictions_loss: 365.5348 - logcount_predictions_loss: 0.3689 1600/1615 [============================>.] - ETA: 8s - loss: 371.3999 - logits_profile_predictions_loss: 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loss: 371.3985 - logits_profile_predictions_loss: 365.5330 - logcount_predictions_loss: 0.3689 1608/1615 [============================>.] - ETA: 3s - loss: 371.3983 - logits_profile_predictions_loss: 365.5327 - logcount_predictions_loss: 0.3689 1609/1615 [============================>.] - ETA: 3s - loss: 371.3981 - logits_profile_predictions_loss: 365.5325 - logcount_predictions_loss: 0.3689 1610/1615 [============================>.] - ETA: 2s - loss: 371.3980 - logits_profile_predictions_loss: 365.5324 - logcount_predictions_loss: 0.3689 1611/1615 [============================>.] - ETA: 2s - loss: 371.3978 - logits_profile_predictions_loss: 365.5322 - logcount_predictions_loss: 0.3689 1612/1615 [============================>.] - ETA: 1s - loss: 371.3976 - logits_profile_predictions_loss: 365.5320 - logcount_predictions_loss: 0.3689 1613/1615 [============================>.] - ETA: 1s - loss: 371.3975 - logits_profile_predictions_loss: 365.5318 - logcount_predictions_loss: 0.3689 1614/1615 [============================>.] - ETA: 0s - loss: 371.3974 - logits_profile_predictions_loss: 365.5317 - logcount_predictions_loss: 0.3689 1615/1615 [==============================] - ETA: 0s - loss: 371.3972 - logits_profile_predictions_loss: 365.5315 - logcount_predictions_loss: 0.3689 1615/1615 [==============================] - 944s 585ms/step - loss: 371.3971 - logits_profile_predictions_loss: 365.5314 - logcount_predictions_loss: 0.3689 - val_loss: 412.4277 - val_logits_profile_predictions_loss: 404.7451 - val_logcount_predictions_loss: 0.4832 Epoch 00011: val_loss did not improve from 410.24960 Epoch 12/50 1/1615 [..............................] - ETA: 16:00 - loss: 334.4075 - logits_profile_predictions_loss: 327.8719 - logcount_predictions_loss: 0.4110 2/1615 [..............................] - ETA: 15:10 - loss: 335.0889 - logits_profile_predictions_loss: 328.9565 - logcount_predictions_loss: 0.3857 3/1615 [..............................] - ETA: 15:10 - loss: 337.6239 - logits_profile_predictions_loss: 331.7072 - logcount_predictions_loss: 0.3721 4/1615 [..............................] - ETA: 15:09 - loss: 337.8106 - logits_profile_predictions_loss: 331.9451 - logcount_predictions_loss: 0.3689 5/1615 [..............................] - ETA: 15:08 - loss: 340.5292 - logits_profile_predictions_loss: 334.6398 - logcount_predictions_loss: 0.3704 6/1615 [..............................] - ETA: 15:08 - loss: 342.0585 - logits_profile_predictions_loss: 336.1979 - logcount_predictions_loss: 0.3686 7/1615 [..............................] - ETA: 15:07 - loss: 342.6329 - logits_profile_predictions_loss: 336.7739 - logcount_predictions_loss: 0.3685 8/1615 [..............................] - ETA: 15:07 - loss: 343.6453 - logits_profile_predictions_loss: 337.7916 - logcount_predictions_loss: 0.3682 9/1615 [..............................] - ETA: 15:06 - loss: 344.5377 - logits_profile_predictions_loss: 338.7115 - logcount_predictions_loss: 0.3664 10/1615 [..............................] - ETA: 15:06 - loss: 345.6179 - logits_profile_predictions_loss: 339.8242 - logcount_predictions_loss: 0.3644 11/1615 [..............................] - ETA: 15:05 - loss: 346.4895 - logits_profile_predictions_loss: 340.7222 - logcount_predictions_loss: 0.3627 12/1615 [..............................] - ETA: 15:04 - loss: 347.6655 - logits_profile_predictions_loss: 341.9150 - logcount_predictions_loss: 0.3617 13/1615 [..............................] - ETA: 15:04 - loss: 348.9998 - logits_profile_predictions_loss: 343.2663 - logcount_predictions_loss: 0.3606 14/1615 [..............................] - ETA: 15:03 - loss: 350.2294 - logits_profile_predictions_loss: 344.5116 - logcount_predictions_loss: 0.3596 15/1615 [..............................] - ETA: 15:03 - loss: 351.3389 - logits_profile_predictions_loss: 345.6381 - logcount_predictions_loss: 0.3585 16/1615 [..............................] - ETA: 15:02 - loss: 352.2112 - logits_profile_predictions_loss: 346.5337 - logcount_predictions_loss: 0.3571 17/1615 [..............................] - ETA: 15:01 - loss: 353.2755 - logits_profile_predictions_loss: 347.6224 - logcount_predictions_loss: 0.3555 18/1615 [..............................] - ETA: 15:01 - loss: 354.1139 - logits_profile_predictions_loss: 348.4729 - logcount_predictions_loss: 0.3548 19/1615 [..............................] - ETA: 15:00 - loss: 354.8387 - logits_profile_predictions_loss: 349.2066 - logcount_predictions_loss: 0.3542 20/1615 [..............................] - ETA: 15:00 - loss: 355.6596 - logits_profile_predictions_loss: 350.0339 - logcount_predictions_loss: 0.3538 21/1615 [..............................] - ETA: 14:59 - loss: 356.3627 - logits_profile_predictions_loss: 350.7394 - logcount_predictions_loss: 0.3537 22/1615 [..............................] - ETA: 14:58 - loss: 356.9624 - logits_profile_predictions_loss: 351.3403 - logcount_predictions_loss: 0.3536 23/1615 [..............................] - ETA: 14:58 - loss: 357.4922 - logits_profile_predictions_loss: 351.8739 - logcount_predictions_loss: 0.3533 24/1615 [..............................] - ETA: 14:57 - loss: 358.0280 - logits_profile_predictions_loss: 352.4145 - logcount_predictions_loss: 0.3531 25/1615 [..............................] - ETA: 14:57 - loss: 358.4825 - logits_profile_predictions_loss: 352.8754 - logcount_predictions_loss: 0.3526 26/1615 [..............................] - ETA: 14:56 - loss: 358.9280 - logits_profile_predictions_loss: 353.3274 - logcount_predictions_loss: 0.3522 27/1615 [..............................] - ETA: 14:56 - loss: 359.2505 - logits_profile_predictions_loss: 353.6555 - logcount_predictions_loss: 0.3519 28/1615 [..............................] - ETA: 14:55 - loss: 359.5439 - logits_profile_predictions_loss: 353.9559 - logcount_predictions_loss: 0.3514 29/1615 [..............................] - ETA: 14:55 - loss: 359.7609 - 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[..............................] - ETA: 14:51 - loss: 360.4302 - logits_profile_predictions_loss: 354.9111 - logcount_predictions_loss: 0.3471 37/1615 [..............................] - ETA: 14:50 - loss: 360.4833 - logits_profile_predictions_loss: 354.9715 - logcount_predictions_loss: 0.3466 38/1615 [..............................] - ETA: 14:50 - loss: 360.5280 - logits_profile_predictions_loss: 355.0241 - logcount_predictions_loss: 0.3462 39/1615 [..............................] - ETA: 14:49 - loss: 360.5645 - logits_profile_predictions_loss: 355.0689 - logcount_predictions_loss: 0.3456 40/1615 [..............................] - ETA: 14:48 - loss: 360.6152 - logits_profile_predictions_loss: 355.1251 - logcount_predictions_loss: 0.3453 41/1615 [..............................] - ETA: 14:48 - loss: 360.6227 - logits_profile_predictions_loss: 355.1377 - logcount_predictions_loss: 0.3450 42/1615 [..............................] - ETA: 14:47 - loss: 360.6202 - 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logits_profile_predictions_loss: 360.0329 - logcount_predictions_loss: 0.3376 199/1615 [==>...........................] - ETA: 13:19 - loss: 365.4176 - logits_profile_predictions_loss: 360.0495 - logcount_predictions_loss: 0.3376 200/1615 [==>...........................] - ETA: 13:18 - loss: 365.4340 - logits_profile_predictions_loss: 360.0658 - logcount_predictions_loss: 0.3376 201/1615 [==>...........................] - ETA: 13:18 - loss: 365.4506 - logits_profile_predictions_loss: 360.0823 - logcount_predictions_loss: 0.3376 202/1615 [==>...........................] - ETA: 13:17 - loss: 365.4667 - logits_profile_predictions_loss: 360.0982 - logcount_predictions_loss: 0.3376 203/1615 [==>...........................] - ETA: 13:16 - loss: 365.4834 - logits_profile_predictions_loss: 360.1148 - logcount_predictions_loss: 0.3376 204/1615 [==>...........................] - ETA: 13:16 - loss: 365.4985 - logits_profile_predictions_loss: 360.1297 - logcount_predictions_loss: 0.3377 205/1615 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logits_profile_predictions_loss: 360.2294 - logcount_predictions_loss: 0.3377 212/1615 [==>...........................] - ETA: 13:11 - loss: 365.6132 - logits_profile_predictions_loss: 360.2434 - logcount_predictions_loss: 0.3377 213/1615 [==>...........................] - ETA: 13:11 - loss: 365.6268 - logits_profile_predictions_loss: 360.2568 - logcount_predictions_loss: 0.3377 214/1615 [==>...........................] - ETA: 13:10 - loss: 365.6415 - logits_profile_predictions_loss: 360.2714 - logcount_predictions_loss: 0.3377 215/1615 [==>...........................] - ETA: 13:10 - loss: 365.6558 - logits_profile_predictions_loss: 360.2856 - logcount_predictions_loss: 0.3377 216/1615 [===>..........................] - ETA: 13:09 - loss: 365.6698 - logits_profile_predictions_loss: 360.2995 - logcount_predictions_loss: 0.3378 217/1615 [===>..........................] - ETA: 13:09 - loss: 365.6845 - logits_profile_predictions_loss: 360.3140 - logcount_predictions_loss: 0.3378 218/1615 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logits_profile_predictions_loss: 360.4086 - logcount_predictions_loss: 0.3378 225/1615 [===>..........................] - ETA: 13:04 - loss: 365.7939 - logits_profile_predictions_loss: 360.4221 - logcount_predictions_loss: 0.3378 226/1615 [===>..........................] - ETA: 13:03 - loss: 365.8083 - logits_profile_predictions_loss: 360.4364 - logcount_predictions_loss: 0.3379 227/1615 [===>..........................] - ETA: 13:03 - loss: 365.8221 - logits_profile_predictions_loss: 360.4500 - logcount_predictions_loss: 0.3379 228/1615 [===>..........................] - ETA: 13:02 - loss: 365.8356 - logits_profile_predictions_loss: 360.4634 - logcount_predictions_loss: 0.3379 229/1615 [===>..........................] - ETA: 13:02 - loss: 365.8497 - logits_profile_predictions_loss: 360.4773 - logcount_predictions_loss: 0.3379 230/1615 [===>..........................] - ETA: 13:01 - loss: 365.8648 - logits_profile_predictions_loss: 360.4922 - logcount_predictions_loss: 0.3379 231/1615 [===>..........................] - ETA: 13:01 - loss: 365.8791 - logits_profile_predictions_loss: 360.5064 - logcount_predictions_loss: 0.3379 232/1615 [===>..........................] - ETA: 13:00 - loss: 365.8926 - logits_profile_predictions_loss: 360.5198 - logcount_predictions_loss: 0.3379 233/1615 [===>..........................] - ETA: 12:59 - loss: 365.9061 - logits_profile_predictions_loss: 360.5331 - logcount_predictions_loss: 0.3379 234/1615 [===>..........................] - ETA: 12:59 - loss: 365.9190 - logits_profile_predictions_loss: 360.5459 - logcount_predictions_loss: 0.3379 235/1615 [===>..........................] - ETA: 12:58 - loss: 365.9320 - logits_profile_predictions_loss: 360.5587 - logcount_predictions_loss: 0.3379 236/1615 [===>..........................] - ETA: 12:58 - loss: 365.9451 - logits_profile_predictions_loss: 360.5716 - logcount_predictions_loss: 0.3379 237/1615 [===>..........................] - ETA: 12:57 - loss: 365.9572 - logits_profile_predictions_loss: 360.5836 - logcount_predictions_loss: 0.3380 238/1615 [===>..........................] - ETA: 12:57 - loss: 365.9692 - logits_profile_predictions_loss: 360.5955 - logcount_predictions_loss: 0.3380 239/1615 [===>..........................] - ETA: 12:56 - loss: 365.9815 - logits_profile_predictions_loss: 360.6076 - logcount_predictions_loss: 0.3380 240/1615 [===>..........................] - ETA: 12:56 - loss: 365.9938 - logits_profile_predictions_loss: 360.6198 - logcount_predictions_loss: 0.3380 241/1615 [===>..........................] - ETA: 12:55 - loss: 366.0060 - logits_profile_predictions_loss: 360.6319 - logcount_predictions_loss: 0.3380 242/1615 [===>..........................] - ETA: 12:54 - loss: 366.0186 - logits_profile_predictions_loss: 360.6444 - logcount_predictions_loss: 0.3380 243/1615 [===>..........................] - ETA: 12:54 - loss: 366.0315 - logits_profile_predictions_loss: 360.6571 - logcount_predictions_loss: 0.3380 244/1615 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logits_profile_predictions_loss: 360.7324 - logcount_predictions_loss: 0.3381 251/1615 [===>..........................] - ETA: 12:49 - loss: 366.1183 - logits_profile_predictions_loss: 360.7425 - logcount_predictions_loss: 0.3381 252/1615 [===>..........................] - ETA: 12:49 - loss: 366.1281 - logits_profile_predictions_loss: 360.7522 - logcount_predictions_loss: 0.3381 253/1615 [===>..........................] - ETA: 12:48 - loss: 366.1375 - logits_profile_predictions_loss: 360.7613 - logcount_predictions_loss: 0.3381 254/1615 [===>..........................] - ETA: 12:48 - loss: 366.1467 - logits_profile_predictions_loss: 360.7703 - logcount_predictions_loss: 0.3381 255/1615 [===>..........................] - ETA: 12:47 - loss: 366.1558 - logits_profile_predictions_loss: 360.7793 - logcount_predictions_loss: 0.3381 256/1615 [===>..........................] - ETA: 12:47 - loss: 366.1644 - logits_profile_predictions_loss: 360.7878 - logcount_predictions_loss: 0.3382 257/1615 [===>..........................] - ETA: 12:46 - loss: 366.1727 - logits_profile_predictions_loss: 360.7960 - logcount_predictions_loss: 0.3382 258/1615 [===>..........................] - ETA: 12:45 - loss: 366.1815 - logits_profile_predictions_loss: 360.8046 - logcount_predictions_loss: 0.3382 259/1615 [===>..........................] - ETA: 12:45 - loss: 366.1904 - logits_profile_predictions_loss: 360.8134 - logcount_predictions_loss: 0.3382 260/1615 [===>..........................] - ETA: 12:44 - loss: 366.1990 - logits_profile_predictions_loss: 360.8219 - logcount_predictions_loss: 0.3382 261/1615 [===>..........................] - ETA: 12:44 - loss: 366.2088 - logits_profile_predictions_loss: 360.8316 - logcount_predictions_loss: 0.3382 262/1615 [===>..........................] - ETA: 12:43 - loss: 366.2184 - logits_profile_predictions_loss: 360.8411 - logcount_predictions_loss: 0.3382 263/1615 [===>..........................] - ETA: 12:43 - loss: 366.2275 - logits_profile_predictions_loss: 360.8501 - logcount_predictions_loss: 0.3382 264/1615 [===>..........................] - ETA: 12:42 - loss: 366.2371 - logits_profile_predictions_loss: 360.8596 - logcount_predictions_loss: 0.3382 265/1615 [===>..........................] - ETA: 12:41 - loss: 366.2464 - logits_profile_predictions_loss: 360.8688 - logcount_predictions_loss: 0.3382 266/1615 [===>..........................] - ETA: 12:41 - loss: 366.2556 - logits_profile_predictions_loss: 360.8780 - logcount_predictions_loss: 0.3382 267/1615 [===>..........................] - ETA: 12:40 - loss: 366.2656 - logits_profile_predictions_loss: 360.8878 - logcount_predictions_loss: 0.3382 268/1615 [===>..........................] - ETA: 12:40 - loss: 366.2758 - logits_profile_predictions_loss: 360.8980 - logcount_predictions_loss: 0.3382 269/1615 [===>..........................] - ETA: 12:39 - loss: 366.2858 - logits_profile_predictions_loss: 360.9079 - logcount_predictions_loss: 0.3382 270/1615 [====>.........................] - ETA: 12:39 - loss: 366.2959 - logits_profile_predictions_loss: 360.9179 - logcount_predictions_loss: 0.3382 271/1615 [====>.........................] - ETA: 12:38 - loss: 366.3061 - logits_profile_predictions_loss: 360.9280 - logcount_predictions_loss: 0.3382 272/1615 [====>.........................] - ETA: 12:37 - loss: 366.3160 - logits_profile_predictions_loss: 360.9379 - logcount_predictions_loss: 0.3382 273/1615 [====>.........................] - ETA: 12:37 - loss: 366.3254 - logits_profile_predictions_loss: 360.9471 - logcount_predictions_loss: 0.3382 274/1615 [====>.........................] - ETA: 12:36 - loss: 366.3342 - logits_profile_predictions_loss: 360.9559 - logcount_predictions_loss: 0.3383 275/1615 [====>.........................] - ETA: 12:36 - loss: 366.3427 - logits_profile_predictions_loss: 360.9644 - logcount_predictions_loss: 0.3383 276/1615 [====>.........................] - ETA: 12:35 - loss: 366.3507 - logits_profile_predictions_loss: 360.9723 - logcount_predictions_loss: 0.3383 277/1615 [====>.........................] - ETA: 12:35 - loss: 366.3591 - logits_profile_predictions_loss: 360.9807 - logcount_predictions_loss: 0.3383 278/1615 [====>.........................] - ETA: 12:34 - loss: 366.3677 - logits_profile_predictions_loss: 360.9892 - logcount_predictions_loss: 0.3383 279/1615 [====>.........................] - ETA: 12:34 - loss: 366.3760 - logits_profile_predictions_loss: 360.9975 - logcount_predictions_loss: 0.3383 280/1615 [====>.........................] - ETA: 12:33 - loss: 366.3838 - logits_profile_predictions_loss: 361.0052 - logcount_predictions_loss: 0.3383 281/1615 [====>.........................] - ETA: 12:32 - loss: 366.3912 - logits_profile_predictions_loss: 361.0125 - logcount_predictions_loss: 0.3383 282/1615 [====>.........................] - ETA: 12:32 - loss: 366.3979 - logits_profile_predictions_loss: 361.0192 - logcount_predictions_loss: 0.3383 283/1615 [====>.........................] - ETA: 12:31 - loss: 366.4056 - logits_profile_predictions_loss: 361.0268 - logcount_predictions_loss: 0.3383 284/1615 [====>.........................] - ETA: 12:31 - loss: 366.4129 - logits_profile_predictions_loss: 361.0341 - logcount_predictions_loss: 0.3383 285/1615 [====>.........................] - ETA: 12:30 - loss: 366.4205 - logits_profile_predictions_loss: 361.0416 - logcount_predictions_loss: 0.3383 286/1615 [====>.........................] - ETA: 12:30 - loss: 366.4289 - logits_profile_predictions_loss: 361.0500 - logcount_predictions_loss: 0.3383 287/1615 [====>.........................] - ETA: 12:29 - loss: 366.4375 - logits_profile_predictions_loss: 361.0585 - logcount_predictions_loss: 0.3383 288/1615 [====>.........................] - ETA: 12:28 - loss: 366.4451 - logits_profile_predictions_loss: 361.0661 - logcount_predictions_loss: 0.3383 289/1615 [====>.........................] - ETA: 12:28 - loss: 366.4527 - logits_profile_predictions_loss: 361.0736 - logcount_predictions_loss: 0.3383 290/1615 [====>.........................] - ETA: 12:27 - loss: 366.4604 - logits_profile_predictions_loss: 361.0812 - logcount_predictions_loss: 0.3383 291/1615 [====>.........................] - ETA: 12:27 - loss: 366.4677 - logits_profile_predictions_loss: 361.0885 - logcount_predictions_loss: 0.3383 292/1615 [====>.........................] - ETA: 12:26 - loss: 366.4753 - logits_profile_predictions_loss: 361.0961 - logcount_predictions_loss: 0.3383 293/1615 [====>.........................] - ETA: 12:26 - loss: 366.4830 - logits_profile_predictions_loss: 361.1038 - logcount_predictions_loss: 0.3383 294/1615 [====>.........................] - ETA: 12:25 - loss: 366.4910 - logits_profile_predictions_loss: 361.1117 - logcount_predictions_loss: 0.3383 295/1615 [====>.........................] - ETA: 12:25 - loss: 366.4991 - logits_profile_predictions_loss: 361.1198 - logcount_predictions_loss: 0.3383 296/1615 [====>.........................] - ETA: 12:24 - loss: 366.5080 - logits_profile_predictions_loss: 361.1286 - logcount_predictions_loss: 0.3383 297/1615 [====>.........................] - ETA: 12:23 - loss: 366.5166 - logits_profile_predictions_loss: 361.1371 - logcount_predictions_loss: 0.3383 298/1615 [====>.........................] - ETA: 12:23 - loss: 366.5256 - logits_profile_predictions_loss: 361.1460 - logcount_predictions_loss: 0.3383 299/1615 [====>.........................] - ETA: 12:22 - loss: 366.5341 - logits_profile_predictions_loss: 361.1544 - logcount_predictions_loss: 0.3383 300/1615 [====>.........................] - ETA: 12:22 - loss: 366.5425 - logits_profile_predictions_loss: 361.1628 - logcount_predictions_loss: 0.3383 301/1615 [====>.........................] - ETA: 12:21 - loss: 366.5501 - logits_profile_predictions_loss: 361.1703 - logcount_predictions_loss: 0.3383 302/1615 [====>.........................] - ETA: 12:21 - loss: 366.5573 - logits_profile_predictions_loss: 361.1775 - logcount_predictions_loss: 0.3384 303/1615 [====>.........................] - ETA: 12:20 - loss: 366.5647 - logits_profile_predictions_loss: 361.1847 - logcount_predictions_loss: 0.3384 304/1615 [====>.........................] - ETA: 12:19 - loss: 366.5720 - logits_profile_predictions_loss: 361.1919 - logcount_predictions_loss: 0.3384 305/1615 [====>.........................] - ETA: 12:18 - loss: 366.5792 - logits_profile_predictions_loss: 361.1990 - logcount_predictions_loss: 0.3384 306/1615 [====>.........................] - ETA: 12:17 - loss: 366.5857 - logits_profile_predictions_loss: 361.2054 - logcount_predictions_loss: 0.3384 307/1615 [====>.........................] - ETA: 12:17 - loss: 366.5925 - logits_profile_predictions_loss: 361.2121 - logcount_predictions_loss: 0.3384 308/1615 [====>.........................] - ETA: 12:16 - loss: 366.5997 - logits_profile_predictions_loss: 361.2193 - logcount_predictions_loss: 0.3384 309/1615 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logits_profile_predictions_loss: 363.6231 - logcount_predictions_loss: 0.3458 1577/1615 [============================>.] - ETA: 21s - loss: 369.1214 - logits_profile_predictions_loss: 363.6232 - logcount_predictions_loss: 0.3458 1578/1615 [============================>.] - ETA: 20s - loss: 369.1216 - logits_profile_predictions_loss: 363.6234 - logcount_predictions_loss: 0.3458 1579/1615 [============================>.] - ETA: 20s - loss: 369.1219 - logits_profile_predictions_loss: 363.6236 - logcount_predictions_loss: 0.3458 1580/1615 [============================>.] - ETA: 19s - loss: 369.1221 - logits_profile_predictions_loss: 363.6238 - logcount_predictions_loss: 0.3458 1581/1615 [============================>.] - ETA: 19s - loss: 369.1224 - logits_profile_predictions_loss: 363.6240 - logcount_predictions_loss: 0.3458 1582/1615 [============================>.] - ETA: 18s - loss: 369.1227 - logits_profile_predictions_loss: 363.6243 - logcount_predictions_loss: 0.3458 1583/1615 [============================>.] - ETA: 18s - loss: 369.1230 - logits_profile_predictions_loss: 363.6245 - logcount_predictions_loss: 0.3458 1584/1615 [============================>.] - ETA: 17s - loss: 369.1232 - logits_profile_predictions_loss: 363.6247 - logcount_predictions_loss: 0.3458 1585/1615 [============================>.] - ETA: 16s - loss: 369.1235 - logits_profile_predictions_loss: 363.6249 - logcount_predictions_loss: 0.3458 1586/1615 [============================>.] - ETA: 16s - loss: 369.1238 - logits_profile_predictions_loss: 363.6252 - logcount_predictions_loss: 0.3458 1587/1615 [============================>.] - ETA: 15s - loss: 369.1240 - logits_profile_predictions_loss: 363.6254 - logcount_predictions_loss: 0.3458 1588/1615 [============================>.] - ETA: 15s - loss: 369.1243 - logits_profile_predictions_loss: 363.6256 - logcount_predictions_loss: 0.3458 1589/1615 [============================>.] - ETA: 14s - loss: 369.1246 - logits_profile_predictions_loss: 363.6258 - logcount_predictions_loss: 0.3458 1590/1615 [============================>.] - ETA: 14s - loss: 369.1248 - logits_profile_predictions_loss: 363.6260 - logcount_predictions_loss: 0.3458 1591/1615 [============================>.] - ETA: 13s - loss: 369.1251 - logits_profile_predictions_loss: 363.6262 - logcount_predictions_loss: 0.3458 1592/1615 [============================>.] - ETA: 12s - loss: 369.1253 - logits_profile_predictions_loss: 363.6264 - logcount_predictions_loss: 0.3458 1593/1615 [============================>.] - ETA: 12s - loss: 369.1255 - logits_profile_predictions_loss: 363.6265 - logcount_predictions_loss: 0.3458 1594/1615 [============================>.] - ETA: 11s - loss: 369.1258 - logits_profile_predictions_loss: 363.6267 - logcount_predictions_loss: 0.3458 1595/1615 [============================>.] - ETA: 11s - loss: 369.1261 - logits_profile_predictions_loss: 363.6269 - logcount_predictions_loss: 0.3458 1596/1615 [============================>.] - ETA: 10s - loss: 369.1263 - logits_profile_predictions_loss: 363.6271 - logcount_predictions_loss: 0.3458 1597/1615 [============================>.] - ETA: 10s - loss: 369.1266 - logits_profile_predictions_loss: 363.6273 - logcount_predictions_loss: 0.3459 1598/1615 [============================>.] - ETA: 9s - loss: 369.1268 - logits_profile_predictions_loss: 363.6275 - logcount_predictions_loss: 0.3459  1599/1615 [============================>.] - ETA: 9s - loss: 369.1270 - logits_profile_predictions_loss: 363.6277 - logcount_predictions_loss: 0.3459 1600/1615 [============================>.] - ETA: 8s - loss: 369.1272 - logits_profile_predictions_loss: 363.6279 - logcount_predictions_loss: 0.3459 1601/1615 [============================>.] - ETA: 7s - loss: 369.1275 - logits_profile_predictions_loss: 363.6280 - logcount_predictions_loss: 0.3459 1602/1615 [============================>.] - ETA: 7s - loss: 369.1277 - logits_profile_predictions_loss: 363.6282 - logcount_predictions_loss: 0.3459 1603/1615 [============================>.] - ETA: 6s - loss: 369.1279 - logits_profile_predictions_loss: 363.6284 - logcount_predictions_loss: 0.3459 1604/1615 [============================>.] - ETA: 6s - loss: 369.1282 - logits_profile_predictions_loss: 363.6286 - logcount_predictions_loss: 0.3459 1605/1615 [============================>.] - ETA: 5s - loss: 369.1284 - logits_profile_predictions_loss: 363.6288 - logcount_predictions_loss: 0.3459 1606/1615 [============================>.] - ETA: 5s - loss: 369.1286 - logits_profile_predictions_loss: 363.6290 - logcount_predictions_loss: 0.3459 1607/1615 [============================>.] - ETA: 4s - loss: 369.1289 - logits_profile_predictions_loss: 363.6292 - logcount_predictions_loss: 0.3459 1608/1615 [============================>.] - ETA: 3s - loss: 369.1291 - logits_profile_predictions_loss: 363.6294 - logcount_predictions_loss: 0.3459 1609/1615 [============================>.] - ETA: 3s - loss: 369.1294 - logits_profile_predictions_loss: 363.6296 - logcount_predictions_loss: 0.3459 1610/1615 [============================>.] - ETA: 2s - loss: 369.1296 - logits_profile_predictions_loss: 363.6298 - logcount_predictions_loss: 0.3459 1611/1615 [============================>.] - ETA: 2s - loss: 369.1299 - logits_profile_predictions_loss: 363.6300 - logcount_predictions_loss: 0.3459 1612/1615 [============================>.] - ETA: 1s - loss: 369.1302 - logits_profile_predictions_loss: 363.6302 - logcount_predictions_loss: 0.3459 1613/1615 [============================>.] - ETA: 1s - loss: 369.1304 - logits_profile_predictions_loss: 363.6304 - logcount_predictions_loss: 0.3459 1614/1615 [============================>.] - ETA: 0s - loss: 369.1306 - logits_profile_predictions_loss: 363.6306 - logcount_predictions_loss: 0.3459 1615/1615 [==============================] - ETA: 0s - loss: 369.1309 - logits_profile_predictions_loss: 363.6308 - logcount_predictions_loss: 0.3459 1615/1615 [==============================] - 944s 585ms/step - loss: 369.1311 - logits_profile_predictions_loss: 363.6310 - logcount_predictions_loss: 0.3459 - val_loss: 411.2171 - val_logits_profile_predictions_loss: 404.3447 - val_logcount_predictions_loss: 0.4322 Epoch 00012: val_loss did not improve from 410.24960 Epoch 13/50 1/1615 [..............................] - ETA: 15:43 - loss: 411.5497 - logits_profile_predictions_loss: 406.1343 - logcount_predictions_loss: 0.3406 2/1615 [..............................] - ETA: 15:09 - loss: 414.3339 - logits_profile_predictions_loss: 408.9153 - logcount_predictions_loss: 0.3408 3/1615 [..............................] - ETA: 15:08 - loss: 409.2241 - logits_profile_predictions_loss: 403.8482 - logcount_predictions_loss: 0.3381 4/1615 [..............................] - ETA: 15:07 - loss: 403.7540 - logits_profile_predictions_loss: 398.3393 - logcount_predictions_loss: 0.3405 5/1615 [..............................] - ETA: 15:07 - loss: 400.7260 - logits_profile_predictions_loss: 395.2741 - logcount_predictions_loss: 0.3429 6/1615 [..............................] - ETA: 15:06 - loss: 397.9564 - logits_profile_predictions_loss: 392.4688 - logcount_predictions_loss: 0.3451 7/1615 [..............................] - ETA: 15:06 - loss: 394.5454 - logits_profile_predictions_loss: 389.0448 - logcount_predictions_loss: 0.3459 8/1615 [..............................] - ETA: 15:05 - loss: 391.7361 - logits_profile_predictions_loss: 386.2448 - logcount_predictions_loss: 0.3454 9/1615 [..............................] - ETA: 15:05 - loss: 389.1790 - logits_profile_predictions_loss: 383.7043 - logcount_predictions_loss: 0.3443 10/1615 [..............................] - ETA: 15:04 - loss: 386.7134 - logits_profile_predictions_loss: 381.2688 - logcount_predictions_loss: 0.3424 11/1615 [..............................] - ETA: 15:04 - loss: 384.6206 - logits_profile_predictions_loss: 379.2124 - logcount_predictions_loss: 0.3401 12/1615 [..............................] - ETA: 15:03 - loss: 383.1555 - logits_profile_predictions_loss: 377.7750 - logcount_predictions_loss: 0.3384 13/1615 [..............................] - ETA: 15:02 - loss: 381.7845 - logits_profile_predictions_loss: 376.4335 - logcount_predictions_loss: 0.3365 14/1615 [..............................] - ETA: 15:02 - loss: 380.7348 - logits_profile_predictions_loss: 375.4119 - logcount_predictions_loss: 0.3348 15/1615 [..............................] - ETA: 15:01 - loss: 379.7937 - logits_profile_predictions_loss: 374.4957 - logcount_predictions_loss: 0.3332 16/1615 [..............................] - ETA: 15:01 - loss: 379.0305 - logits_profile_predictions_loss: 373.7552 - logcount_predictions_loss: 0.3318 17/1615 [..............................] - ETA: 15:00 - loss: 378.4611 - logits_profile_predictions_loss: 373.2084 - logcount_predictions_loss: 0.3304 18/1615 [..............................] - ETA: 15:00 - loss: 378.1237 - logits_profile_predictions_loss: 372.8846 - logcount_predictions_loss: 0.3295 19/1615 [..............................] - ETA: 14:59 - loss: 377.8184 - logits_profile_predictions_loss: 372.5905 - logcount_predictions_loss: 0.3288 20/1615 [..............................] - ETA: 14:59 - loss: 377.5141 - logits_profile_predictions_loss: 372.2914 - logcount_predictions_loss: 0.3285 21/1615 [..............................] - ETA: 14:58 - loss: 377.1973 - logits_profile_predictions_loss: 371.9783 - logcount_predictions_loss: 0.3282 22/1615 [..............................] - ETA: 14:57 - loss: 376.8885 - logits_profile_predictions_loss: 371.6721 - logcount_predictions_loss: 0.3281 23/1615 [..............................] - ETA: 14:57 - loss: 376.5014 - logits_profile_predictions_loss: 371.2859 - logcount_predictions_loss: 0.3280 24/1615 [..............................] - ETA: 14:56 - loss: 376.0561 - logits_profile_predictions_loss: 370.8386 - logcount_predictions_loss: 0.3281 25/1615 [..............................] - ETA: 14:56 - loss: 375.5881 - logits_profile_predictions_loss: 370.3699 - logcount_predictions_loss: 0.3282 26/1615 [..............................] - ETA: 14:55 - loss: 375.1148 - logits_profile_predictions_loss: 369.8962 - logcount_predictions_loss: 0.3282 27/1615 [..............................] - ETA: 14:55 - loss: 374.6837 - logits_profile_predictions_loss: 369.4624 - logcount_predictions_loss: 0.3284 28/1615 [..............................] - ETA: 14:54 - loss: 374.3438 - logits_profile_predictions_loss: 369.1197 - logcount_predictions_loss: 0.3286 29/1615 [..............................] - ETA: 14:53 - loss: 374.0494 - logits_profile_predictions_loss: 368.8216 - logcount_predictions_loss: 0.3288 30/1615 [..............................] - ETA: 14:53 - loss: 373.8226 - logits_profile_predictions_loss: 368.5900 - logcount_predictions_loss: 0.3291 31/1615 [..............................] - ETA: 14:52 - loss: 373.5534 - logits_profile_predictions_loss: 368.3162 - logcount_predictions_loss: 0.3294 32/1615 [..............................] - ETA: 14:52 - loss: 373.3394 - logits_profile_predictions_loss: 368.0978 - logcount_predictions_loss: 0.3297 33/1615 [..............................] - ETA: 14:51 - loss: 373.1814 - logits_profile_predictions_loss: 367.9354 - logcount_predictions_loss: 0.3299 34/1615 [..............................] - ETA: 14:51 - loss: 373.0983 - logits_profile_predictions_loss: 367.8494 - logcount_predictions_loss: 0.3301 35/1615 [..............................] - ETA: 14:50 - loss: 372.9772 - logits_profile_predictions_loss: 367.7254 - logcount_predictions_loss: 0.3303 36/1615 [..............................] - ETA: 14:50 - loss: 372.8555 - logits_profile_predictions_loss: 367.6010 - logcount_predictions_loss: 0.3305 37/1615 [..............................] - ETA: 14:49 - loss: 372.7101 - logits_profile_predictions_loss: 367.4538 - logcount_predictions_loss: 0.3306 38/1615 [..............................] - ETA: 14:48 - loss: 372.5506 - logits_profile_predictions_loss: 367.2940 - logcount_predictions_loss: 0.3306 39/1615 [..............................] - ETA: 14:48 - loss: 372.4176 - logits_profile_predictions_loss: 367.1602 - logcount_predictions_loss: 0.3307 40/1615 [..............................] - ETA: 14:47 - loss: 372.2997 - logits_profile_predictions_loss: 367.0411 - logcount_predictions_loss: 0.3307 41/1615 [..............................] - ETA: 14:47 - loss: 372.1742 - logits_profile_predictions_loss: 366.9140 - logcount_predictions_loss: 0.3308 42/1615 [..............................] - ETA: 14:46 - loss: 372.0573 - logits_profile_predictions_loss: 366.7955 - logcount_predictions_loss: 0.3309 43/1615 [..............................] - ETA: 14:46 - loss: 371.9697 - logits_profile_predictions_loss: 366.7066 - logcount_predictions_loss: 0.3310 44/1615 [..............................] - ETA: 14:45 - loss: 371.8657 - logits_profile_predictions_loss: 366.6009 - logcount_predictions_loss: 0.3311 45/1615 [..............................] - ETA: 14:45 - loss: 371.7329 - logits_profile_predictions_loss: 366.4664 - logcount_predictions_loss: 0.3312 46/1615 [..............................] - ETA: 14:44 - loss: 371.6306 - logits_profile_predictions_loss: 366.3628 - logcount_predictions_loss: 0.3313 47/1615 [..............................] - ETA: 14:43 - loss: 371.5375 - logits_profile_predictions_loss: 366.2676 - logcount_predictions_loss: 0.3314 48/1615 [..............................] - ETA: 14:43 - loss: 371.4425 - logits_profile_predictions_loss: 366.1706 - logcount_predictions_loss: 0.3316 49/1615 [..............................] - ETA: 14:42 - loss: 371.3610 - logits_profile_predictions_loss: 366.0874 - logcount_predictions_loss: 0.3317 50/1615 [..............................] - ETA: 14:42 - loss: 371.2809 - logits_profile_predictions_loss: 366.0052 - logcount_predictions_loss: 0.3318 51/1615 [..............................] - ETA: 14:41 - loss: 371.2078 - logits_profile_predictions_loss: 365.9298 - logcount_predictions_loss: 0.3320 52/1615 [..............................] - ETA: 14:41 - loss: 371.1537 - logits_profile_predictions_loss: 365.8719 - logcount_predictions_loss: 0.3322 53/1615 [..............................] - ETA: 14:40 - loss: 371.1092 - logits_profile_predictions_loss: 365.8241 - logcount_predictions_loss: 0.3324 54/1615 [>.............................] - ETA: 14:39 - loss: 371.0571 - logits_profile_predictions_loss: 365.7692 - logcount_predictions_loss: 0.3326 55/1615 [>.............................] - ETA: 14:39 - loss: 371.0257 - logits_profile_predictions_loss: 365.7350 - logcount_predictions_loss: 0.3327 56/1615 [>.............................] - ETA: 14:38 - loss: 371.0002 - logits_profile_predictions_loss: 365.7067 - logcount_predictions_loss: 0.3329 57/1615 [>.............................] - ETA: 14:38 - loss: 370.9604 - logits_profile_predictions_loss: 365.6634 - logcount_predictions_loss: 0.3331 58/1615 [>.............................] - ETA: 14:37 - loss: 370.9347 - logits_profile_predictions_loss: 365.6347 - logcount_predictions_loss: 0.3333 59/1615 [>.............................] - ETA: 14:37 - loss: 370.9077 - logits_profile_predictions_loss: 365.6052 - logcount_predictions_loss: 0.3335 60/1615 [>.............................] - ETA: 14:36 - loss: 370.8890 - logits_profile_predictions_loss: 365.5838 - logcount_predictions_loss: 0.3337 61/1615 [>.............................] - ETA: 14:36 - loss: 370.8659 - logits_profile_predictions_loss: 365.5584 - logcount_predictions_loss: 0.3338 62/1615 [>.............................] - ETA: 14:35 - loss: 370.8524 - logits_profile_predictions_loss: 365.5429 - logcount_predictions_loss: 0.3339 63/1615 [>.............................] - ETA: 14:34 - loss: 370.8439 - logits_profile_predictions_loss: 365.5324 - logcount_predictions_loss: 0.3341 64/1615 [>.............................] - ETA: 14:34 - loss: 370.8185 - logits_profile_predictions_loss: 365.5053 - logcount_predictions_loss: 0.3342 65/1615 [>.............................] - ETA: 14:33 - loss: 370.8031 - logits_profile_predictions_loss: 365.4884 - logcount_predictions_loss: 0.3343 66/1615 [>.............................] - ETA: 14:33 - loss: 370.7809 - logits_profile_predictions_loss: 365.4651 - logcount_predictions_loss: 0.3343 67/1615 [>.............................] - ETA: 14:32 - loss: 370.7519 - logits_profile_predictions_loss: 365.4353 - logcount_predictions_loss: 0.3344 68/1615 [>.............................] - ETA: 14:32 - loss: 370.7213 - logits_profile_predictions_loss: 365.4041 - logcount_predictions_loss: 0.3344 69/1615 [>.............................] - ETA: 14:31 - loss: 370.6919 - logits_profile_predictions_loss: 365.3741 - logcount_predictions_loss: 0.3344 70/1615 [>.............................] - ETA: 14:30 - loss: 370.6605 - logits_profile_predictions_loss: 365.3420 - logcount_predictions_loss: 0.3345 71/1615 [>.............................] - ETA: 14:30 - loss: 370.6316 - logits_profile_predictions_loss: 365.3124 - logcount_predictions_loss: 0.3345 72/1615 [>.............................] - ETA: 14:29 - loss: 370.6051 - logits_profile_predictions_loss: 365.2851 - logcount_predictions_loss: 0.3346 73/1615 [>.............................] - ETA: 14:29 - loss: 370.5793 - logits_profile_predictions_loss: 365.2583 - logcount_predictions_loss: 0.3346 74/1615 [>.............................] - ETA: 14:28 - loss: 370.5538 - logits_profile_predictions_loss: 365.2321 - logcount_predictions_loss: 0.3347 75/1615 [>.............................] - ETA: 14:28 - loss: 370.5252 - logits_profile_predictions_loss: 365.2028 - logcount_predictions_loss: 0.3347 76/1615 [>.............................] - ETA: 14:27 - loss: 370.5078 - logits_profile_predictions_loss: 365.1849 - logcount_predictions_loss: 0.3348 77/1615 [>.............................] - ETA: 14:27 - loss: 370.4894 - logits_profile_predictions_loss: 365.1662 - logcount_predictions_loss: 0.3348 78/1615 [>.............................] - ETA: 14:26 - loss: 370.4725 - logits_profile_predictions_loss: 365.1489 - logcount_predictions_loss: 0.3348 79/1615 [>.............................] - ETA: 14:25 - loss: 370.4591 - logits_profile_predictions_loss: 365.1352 - logcount_predictions_loss: 0.3348 80/1615 [>.............................] - ETA: 14:25 - loss: 370.4486 - logits_profile_predictions_loss: 365.1244 - logcount_predictions_loss: 0.3349 81/1615 [>.............................] - ETA: 14:24 - loss: 370.4327 - logits_profile_predictions_loss: 365.1083 - logcount_predictions_loss: 0.3349 82/1615 [>.............................] - ETA: 14:24 - loss: 370.4118 - logits_profile_predictions_loss: 365.0874 - logcount_predictions_loss: 0.3349 83/1615 [>.............................] - ETA: 14:23 - loss: 370.3929 - logits_profile_predictions_loss: 365.0688 - logcount_predictions_loss: 0.3349 84/1615 [>.............................] - ETA: 14:23 - loss: 370.3708 - logits_profile_predictions_loss: 365.0470 - logcount_predictions_loss: 0.3348 85/1615 [>.............................] - ETA: 14:22 - loss: 370.3498 - logits_profile_predictions_loss: 365.0264 - logcount_predictions_loss: 0.3348 86/1615 [>.............................] - ETA: 14:21 - loss: 370.3250 - logits_profile_predictions_loss: 365.0018 - logcount_predictions_loss: 0.3348 87/1615 [>.............................] - ETA: 14:21 - loss: 370.3022 - logits_profile_predictions_loss: 364.9792 - logcount_predictions_loss: 0.3348 88/1615 [>.............................] - ETA: 14:20 - loss: 370.2773 - logits_profile_predictions_loss: 364.9544 - logcount_predictions_loss: 0.3348 89/1615 [>.............................] - ETA: 14:20 - loss: 370.2485 - logits_profile_predictions_loss: 364.9259 - logcount_predictions_loss: 0.3348 90/1615 [>.............................] - ETA: 14:19 - loss: 370.2149 - logits_profile_predictions_loss: 364.8924 - logcount_predictions_loss: 0.3347 91/1615 [>.............................] - ETA: 14:19 - loss: 370.1847 - logits_profile_predictions_loss: 364.8625 - logcount_predictions_loss: 0.3347 92/1615 [>.............................] - ETA: 14:18 - loss: 370.1557 - logits_profile_predictions_loss: 364.8338 - logcount_predictions_loss: 0.3347 93/1615 [>.............................] - ETA: 14:18 - loss: 370.1272 - logits_profile_predictions_loss: 364.8055 - logcount_predictions_loss: 0.3347 94/1615 [>.............................] - ETA: 14:17 - loss: 370.0993 - logits_profile_predictions_loss: 364.7781 - logcount_predictions_loss: 0.3347 95/1615 [>.............................] - ETA: 14:16 - loss: 370.0719 - logits_profile_predictions_loss: 364.7512 - logcount_predictions_loss: 0.3346 96/1615 [>.............................] - ETA: 14:16 - loss: 370.0459 - logits_profile_predictions_loss: 364.7254 - logcount_predictions_loss: 0.3346 97/1615 [>.............................] - ETA: 14:15 - loss: 370.0218 - logits_profile_predictions_loss: 364.7013 - logcount_predictions_loss: 0.3346 98/1615 [>.............................] - ETA: 14:15 - loss: 369.9932 - logits_profile_predictions_loss: 364.6729 - logcount_predictions_loss: 0.3346 99/1615 [>.............................] - ETA: 14:14 - loss: 369.9651 - logits_profile_predictions_loss: 364.6448 - logcount_predictions_loss: 0.3346 100/1615 [>.............................] - ETA: 14:14 - loss: 369.9363 - logits_profile_predictions_loss: 364.6163 - logcount_predictions_loss: 0.3346 101/1615 [>.............................] - ETA: 14:13 - loss: 369.9116 - logits_profile_predictions_loss: 364.5919 - logcount_predictions_loss: 0.3346 102/1615 [>.............................] - ETA: 14:12 - loss: 369.8879 - logits_profile_predictions_loss: 364.5686 - logcount_predictions_loss: 0.3345 103/1615 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[====>.........................] - ETA: 12:37 - loss: 366.7451 - logits_profile_predictions_loss: 361.5634 - logcount_predictions_loss: 0.3259 273/1615 [====>.........................] - ETA: 12:36 - loss: 366.7397 - logits_profile_predictions_loss: 361.5586 - logcount_predictions_loss: 0.3259 274/1615 [====>.........................] - ETA: 12:36 - loss: 366.7343 - logits_profile_predictions_loss: 361.5539 - logcount_predictions_loss: 0.3258 275/1615 [====>.........................] - ETA: 12:35 - loss: 366.7286 - logits_profile_predictions_loss: 361.5489 - logcount_predictions_loss: 0.3258 276/1615 [====>.........................] - ETA: 12:35 - loss: 366.7230 - logits_profile_predictions_loss: 361.5439 - logcount_predictions_loss: 0.3257 277/1615 [====>.........................] - ETA: 12:34 - loss: 366.7168 - logits_profile_predictions_loss: 361.5384 - logcount_predictions_loss: 0.3257 278/1615 [====>.........................] - ETA: 12:33 - loss: 366.7100 - 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[====>.........................] - ETA: 12:30 - loss: 366.6638 - logits_profile_predictions_loss: 361.4905 - logcount_predictions_loss: 0.3254 286/1615 [====>.........................] - ETA: 12:29 - loss: 366.6578 - logits_profile_predictions_loss: 361.4851 - logcount_predictions_loss: 0.3253 287/1615 [====>.........................] - ETA: 12:28 - loss: 366.6514 - logits_profile_predictions_loss: 361.4794 - logcount_predictions_loss: 0.3253 288/1615 [====>.........................] - ETA: 12:28 - loss: 366.6456 - logits_profile_predictions_loss: 361.4742 - logcount_predictions_loss: 0.3252 289/1615 [====>.........................] - ETA: 12:27 - loss: 366.6404 - logits_profile_predictions_loss: 361.4695 - logcount_predictions_loss: 0.3252 290/1615 [====>.........................] - ETA: 12:27 - loss: 366.6351 - logits_profile_predictions_loss: 361.4648 - logcount_predictions_loss: 0.3252 291/1615 [====>.........................] - ETA: 12:26 - loss: 366.6304 - 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[====>.........................] - ETA: 12:22 - loss: 366.5984 - logits_profile_predictions_loss: 361.4328 - logcount_predictions_loss: 0.3249 299/1615 [====>.........................] - ETA: 12:22 - loss: 366.5936 - logits_profile_predictions_loss: 361.4286 - logcount_predictions_loss: 0.3248 300/1615 [====>.........................] - ETA: 12:21 - loss: 366.5885 - logits_profile_predictions_loss: 361.4241 - logcount_predictions_loss: 0.3248 301/1615 [====>.........................] - ETA: 12:21 - loss: 366.5830 - logits_profile_predictions_loss: 361.4191 - logcount_predictions_loss: 0.3248 302/1615 [====>.........................] - ETA: 12:20 - loss: 366.5778 - logits_profile_predictions_loss: 361.4146 - logcount_predictions_loss: 0.3247 303/1615 [====>.........................] - ETA: 12:19 - loss: 366.5723 - logits_profile_predictions_loss: 361.4097 - logcount_predictions_loss: 0.3247 304/1615 [====>.........................] - ETA: 12:19 - loss: 366.5670 - 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[====>.........................] - ETA: 12:15 - loss: 366.5326 - logits_profile_predictions_loss: 361.3749 - logcount_predictions_loss: 0.3244 312/1615 [====>.........................] - ETA: 12:14 - loss: 366.5280 - logits_profile_predictions_loss: 361.3710 - logcount_predictions_loss: 0.3243 313/1615 [====>.........................] - ETA: 12:14 - loss: 366.5230 - logits_profile_predictions_loss: 361.3665 - logcount_predictions_loss: 0.3243 314/1615 [====>.........................] - ETA: 12:13 - loss: 366.5178 - logits_profile_predictions_loss: 361.3619 - logcount_predictions_loss: 0.3243 315/1615 [====>.........................] - ETA: 12:13 - loss: 366.5123 - logits_profile_predictions_loss: 361.3571 - logcount_predictions_loss: 0.3242 316/1615 [====>.........................] - ETA: 12:12 - loss: 366.5074 - logits_profile_predictions_loss: 361.3527 - logcount_predictions_loss: 0.3242 317/1615 [====>.........................] - ETA: 12:11 - loss: 366.5024 - 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[=====>........................] - ETA: 12:08 - loss: 366.4640 - logits_profile_predictions_loss: 361.3141 - logcount_predictions_loss: 0.3239 325/1615 [=====>........................] - ETA: 12:07 - loss: 366.4586 - logits_profile_predictions_loss: 361.3093 - logcount_predictions_loss: 0.3239 326/1615 [=====>........................] - ETA: 12:06 - loss: 366.4531 - logits_profile_predictions_loss: 361.3044 - logcount_predictions_loss: 0.3238 327/1615 [=====>........................] - ETA: 12:06 - loss: 366.4482 - logits_profile_predictions_loss: 361.3001 - logcount_predictions_loss: 0.3238 328/1615 [=====>........................] - ETA: 12:05 - loss: 366.4430 - logits_profile_predictions_loss: 361.2955 - logcount_predictions_loss: 0.3237 329/1615 [=====>........................] - ETA: 12:05 - loss: 366.4377 - logits_profile_predictions_loss: 361.2908 - logcount_predictions_loss: 0.3237 330/1615 [=====>........................] - ETA: 12:04 - loss: 366.4331 - logits_profile_predictions_loss: 361.2869 - logcount_predictions_loss: 0.3237 331/1615 [=====>........................] - ETA: 12:04 - loss: 366.4287 - logits_profile_predictions_loss: 361.2830 - logcount_predictions_loss: 0.3236 332/1615 [=====>........................] - ETA: 12:03 - loss: 366.4240 - logits_profile_predictions_loss: 361.2790 - logcount_predictions_loss: 0.3236 333/1615 [=====>........................] - ETA: 12:02 - loss: 366.4194 - logits_profile_predictions_loss: 361.2750 - logcount_predictions_loss: 0.3235 334/1615 [=====>........................] - ETA: 12:02 - loss: 366.4147 - logits_profile_predictions_loss: 361.2709 - logcount_predictions_loss: 0.3235 335/1615 [=====>........................] - ETA: 12:01 - loss: 366.4098 - logits_profile_predictions_loss: 361.2666 - logcount_predictions_loss: 0.3235 336/1615 [=====>........................] - ETA: 12:01 - loss: 366.4054 - logits_profile_predictions_loss: 361.2628 - logcount_predictions_loss: 0.3234 337/1615 [=====>........................] - ETA: 12:00 - loss: 366.4012 - logits_profile_predictions_loss: 361.2592 - logcount_predictions_loss: 0.3234 338/1615 [=====>........................] - ETA: 12:00 - loss: 366.3973 - logits_profile_predictions_loss: 361.2560 - logcount_predictions_loss: 0.3234 339/1615 [=====>........................] - ETA: 11:59 - loss: 366.3941 - logits_profile_predictions_loss: 361.2534 - logcount_predictions_loss: 0.3233 340/1615 [=====>........................] - ETA: 11:59 - loss: 366.3905 - logits_profile_predictions_loss: 361.2503 - logcount_predictions_loss: 0.3233 341/1615 [=====>........................] - ETA: 11:58 - loss: 366.3871 - logits_profile_predictions_loss: 361.2475 - logcount_predictions_loss: 0.3232 342/1615 [=====>........................] - ETA: 11:57 - loss: 366.3835 - logits_profile_predictions_loss: 361.2445 - logcount_predictions_loss: 0.3232 343/1615 [=====>........................] - ETA: 11:57 - loss: 366.3801 - logits_profile_predictions_loss: 361.2416 - logcount_predictions_loss: 0.3232 344/1615 [=====>........................] - ETA: 11:56 - loss: 366.3764 - logits_profile_predictions_loss: 361.2385 - logcount_predictions_loss: 0.3231 345/1615 [=====>........................] - ETA: 11:56 - loss: 366.3730 - logits_profile_predictions_loss: 361.2357 - logcount_predictions_loss: 0.3231 346/1615 [=====>........................] - ETA: 11:55 - loss: 366.3698 - logits_profile_predictions_loss: 361.2331 - logcount_predictions_loss: 0.3231 347/1615 [=====>........................] - ETA: 11:55 - loss: 366.3666 - logits_profile_predictions_loss: 361.2304 - logcount_predictions_loss: 0.3230 348/1615 [=====>........................] - ETA: 11:54 - loss: 366.3634 - logits_profile_predictions_loss: 361.2278 - logcount_predictions_loss: 0.3230 349/1615 [=====>........................] - ETA: 11:53 - loss: 366.3600 - logits_profile_predictions_loss: 361.2250 - logcount_predictions_loss: 0.3230 350/1615 [=====>........................] - ETA: 11:53 - loss: 366.3569 - logits_profile_predictions_loss: 361.2225 - logcount_predictions_loss: 0.3229 351/1615 [=====>........................] - ETA: 11:52 - loss: 366.3536 - logits_profile_predictions_loss: 361.2198 - logcount_predictions_loss: 0.3229 352/1615 [=====>........................] - ETA: 11:52 - loss: 366.3506 - logits_profile_predictions_loss: 361.2174 - logcount_predictions_loss: 0.3228 353/1615 [=====>........................] - ETA: 11:51 - loss: 366.3476 - logits_profile_predictions_loss: 361.2149 - logcount_predictions_loss: 0.3228 354/1615 [=====>........................] - ETA: 11:51 - loss: 366.3444 - logits_profile_predictions_loss: 361.2124 - logcount_predictions_loss: 0.3228 355/1615 [=====>........................] - ETA: 11:50 - loss: 366.3413 - logits_profile_predictions_loss: 361.2098 - logcount_predictions_loss: 0.3227 356/1615 [=====>........................] - ETA: 11:49 - loss: 366.3378 - logits_profile_predictions_loss: 361.2069 - logcount_predictions_loss: 0.3227 357/1615 [=====>........................] - ETA: 11:49 - loss: 366.3346 - logits_profile_predictions_loss: 361.2043 - logcount_predictions_loss: 0.3227 358/1615 [=====>........................] - ETA: 11:48 - loss: 366.3312 - logits_profile_predictions_loss: 361.2014 - logcount_predictions_loss: 0.3226 359/1615 [=====>........................] - ETA: 11:48 - loss: 366.3281 - logits_profile_predictions_loss: 361.1988 - logcount_predictions_loss: 0.3226 360/1615 [=====>........................] - ETA: 11:47 - loss: 366.3251 - logits_profile_predictions_loss: 361.1963 - logcount_predictions_loss: 0.3226 361/1615 [=====>........................] - ETA: 11:47 - loss: 366.3220 - logits_profile_predictions_loss: 361.1937 - logcount_predictions_loss: 0.3225 362/1615 [=====>........................] - ETA: 11:46 - loss: 366.3190 - logits_profile_predictions_loss: 361.1913 - logcount_predictions_loss: 0.3225 363/1615 [=====>........................] - ETA: 11:46 - loss: 366.3158 - logits_profile_predictions_loss: 361.1885 - logcount_predictions_loss: 0.3225 364/1615 [=====>........................] - ETA: 11:45 - loss: 366.3123 - logits_profile_predictions_loss: 361.1855 - logcount_predictions_loss: 0.3224 365/1615 [=====>........................] - ETA: 11:44 - loss: 366.3088 - logits_profile_predictions_loss: 361.1827 - logcount_predictions_loss: 0.3224 366/1615 [=====>........................] - ETA: 11:44 - loss: 366.3055 - logits_profile_predictions_loss: 361.1798 - logcount_predictions_loss: 0.3224 367/1615 [=====>........................] - ETA: 11:43 - loss: 366.3019 - logits_profile_predictions_loss: 361.1768 - logcount_predictions_loss: 0.3223 368/1615 [=====>........................] - ETA: 11:43 - loss: 366.2980 - logits_profile_predictions_loss: 361.1734 - logcount_predictions_loss: 0.3223 369/1615 [=====>........................] - ETA: 11:42 - loss: 366.2940 - 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[============================>.] - ETA: 9s - loss: 364.2594 - logits_profile_predictions_loss: 359.3743 - logcount_predictions_loss: 0.3073  1599/1615 [============================>.] - ETA: 9s - loss: 364.2582 - logits_profile_predictions_loss: 359.3732 - logcount_predictions_loss: 0.3072 1600/1615 [============================>.] - ETA: 8s - loss: 364.2569 - logits_profile_predictions_loss: 359.3721 - logcount_predictions_loss: 0.3072 1601/1615 [============================>.] - ETA: 7s - loss: 364.2557 - logits_profile_predictions_loss: 359.3710 - logcount_predictions_loss: 0.3072 1602/1615 [============================>.] - ETA: 7s - loss: 364.2546 - logits_profile_predictions_loss: 359.3699 - logcount_predictions_loss: 0.3072 1603/1615 [============================>.] - ETA: 6s - loss: 364.2534 - logits_profile_predictions_loss: 359.3688 - logcount_predictions_loss: 0.3072 1604/1615 [============================>.] - ETA: 6s - loss: 364.2522 - logits_profile_predictions_loss: 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loss: 364.2440 - logits_profile_predictions_loss: 359.3601 - logcount_predictions_loss: 0.3072 1612/1615 [============================>.] - ETA: 1s - loss: 364.2428 - logits_profile_predictions_loss: 359.3590 - logcount_predictions_loss: 0.3072 1613/1615 [============================>.] - ETA: 1s - loss: 364.2416 - logits_profile_predictions_loss: 359.3579 - logcount_predictions_loss: 0.3072 1614/1615 [============================>.] - ETA: 0s - loss: 364.2404 - logits_profile_predictions_loss: 359.3568 - logcount_predictions_loss: 0.3072 1615/1615 [==============================] - ETA: 0s - loss: 364.2392 - logits_profile_predictions_loss: 359.3557 - logcount_predictions_loss: 0.3072 1615/1615 [==============================] - 943s 584ms/step - loss: 364.2380 - logits_profile_predictions_loss: 359.3546 - logcount_predictions_loss: 0.3071 - val_loss: 408.9687 - val_logits_profile_predictions_loss: 402.1348 - val_logcount_predictions_loss: 0.4298 Epoch 00013: val_loss improved from 410.24960 to 408.96866, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2/chrombpnet.h5 Epoch 14/50 1/1615 [..............................] - ETA: 15:46 - loss: 368.3393 - logits_profile_predictions_loss: 364.4282 - logcount_predictions_loss: 0.2460 2/1615 [..............................] - ETA: 15:10 - loss: 368.9058 - logits_profile_predictions_loss: 364.7506 - logcount_predictions_loss: 0.2613 3/1615 [..............................] - ETA: 15:09 - loss: 363.1031 - logits_profile_predictions_loss: 358.8994 - logcount_predictions_loss: 0.2644 4/1615 [..............................] - ETA: 15:08 - loss: 361.3383 - logits_profile_predictions_loss: 357.1177 - logcount_predictions_loss: 0.2654 5/1615 [..............................] - ETA: 15:07 - loss: 360.4230 - logits_profile_predictions_loss: 356.1693 - logcount_predictions_loss: 0.2675 6/1615 [..............................] - ETA: 15:07 - loss: 360.3381 - 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[..............................] - ETA: 15:03 - loss: 360.9579 - logits_profile_predictions_loss: 356.6756 - logcount_predictions_loss: 0.2693 14/1615 [..............................] - ETA: 15:02 - loss: 361.1566 - logits_profile_predictions_loss: 356.8748 - logcount_predictions_loss: 0.2693 15/1615 [..............................] - ETA: 15:02 - loss: 361.3430 - logits_profile_predictions_loss: 357.0687 - logcount_predictions_loss: 0.2688 16/1615 [..............................] - ETA: 15:01 - loss: 361.5634 - logits_profile_predictions_loss: 357.3020 - logcount_predictions_loss: 0.2680 17/1615 [..............................] - ETA: 15:00 - loss: 361.6446 - logits_profile_predictions_loss: 357.3948 - logcount_predictions_loss: 0.2673 18/1615 [..............................] - ETA: 15:00 - loss: 361.5919 - logits_profile_predictions_loss: 357.3566 - logcount_predictions_loss: 0.2664 19/1615 [..............................] - ETA: 14:59 - loss: 361.6123 - 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[===>..........................] - ETA: 12:51 - loss: 358.6138 - logits_profile_predictions_loss: 354.3911 - logcount_predictions_loss: 0.2656 248/1615 [===>..........................] - ETA: 12:50 - loss: 358.6108 - logits_profile_predictions_loss: 354.3878 - logcount_predictions_loss: 0.2656 249/1615 [===>..........................] - ETA: 12:50 - loss: 358.6085 - logits_profile_predictions_loss: 354.3852 - logcount_predictions_loss: 0.2656 250/1615 [===>..........................] - ETA: 12:49 - loss: 358.6073 - logits_profile_predictions_loss: 354.3836 - logcount_predictions_loss: 0.2656 251/1615 [===>..........................] - ETA: 12:49 - loss: 358.6060 - logits_profile_predictions_loss: 354.3819 - logcount_predictions_loss: 0.2657 252/1615 [===>..........................] - ETA: 12:48 - loss: 358.6045 - logits_profile_predictions_loss: 354.3802 - logcount_predictions_loss: 0.2657 253/1615 [===>..........................] - ETA: 12:47 - loss: 358.6026 - 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[===>..........................] - ETA: 12:44 - loss: 358.5862 - logits_profile_predictions_loss: 354.3595 - logcount_predictions_loss: 0.2658 261/1615 [===>..........................] - ETA: 12:43 - loss: 358.5827 - logits_profile_predictions_loss: 354.3558 - logcount_predictions_loss: 0.2658 262/1615 [===>..........................] - ETA: 12:42 - loss: 358.5798 - logits_profile_predictions_loss: 354.3526 - logcount_predictions_loss: 0.2659 263/1615 [===>..........................] - ETA: 12:42 - loss: 358.5767 - logits_profile_predictions_loss: 354.3492 - logcount_predictions_loss: 0.2659 264/1615 [===>..........................] - ETA: 12:41 - loss: 358.5734 - logits_profile_predictions_loss: 354.3457 - logcount_predictions_loss: 0.2659 265/1615 [===>..........................] - ETA: 12:41 - loss: 358.5695 - logits_profile_predictions_loss: 354.3416 - logcount_predictions_loss: 0.2659 266/1615 [===>..........................] - ETA: 12:40 - loss: 358.5658 - 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[====>.........................] - ETA: 12:36 - loss: 358.5394 - logits_profile_predictions_loss: 354.3098 - logcount_predictions_loss: 0.2660 274/1615 [====>.........................] - ETA: 12:36 - loss: 358.5351 - logits_profile_predictions_loss: 354.3053 - logcount_predictions_loss: 0.2660 275/1615 [====>.........................] - ETA: 12:35 - loss: 358.5307 - logits_profile_predictions_loss: 354.3006 - logcount_predictions_loss: 0.2660 276/1615 [====>.........................] - ETA: 12:35 - loss: 358.5263 - logits_profile_predictions_loss: 354.2960 - logcount_predictions_loss: 0.2661 277/1615 [====>.........................] - ETA: 12:34 - loss: 358.5214 - logits_profile_predictions_loss: 354.2909 - logcount_predictions_loss: 0.2661 278/1615 [====>.........................] - ETA: 12:33 - loss: 358.5169 - logits_profile_predictions_loss: 354.2861 - logcount_predictions_loss: 0.2661 279/1615 [====>.........................] - ETA: 12:33 - loss: 358.5127 - 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[====>.........................] - ETA: 12:29 - loss: 358.4850 - logits_profile_predictions_loss: 354.2524 - logcount_predictions_loss: 0.2662 287/1615 [====>.........................] - ETA: 12:28 - loss: 358.4816 - logits_profile_predictions_loss: 354.2488 - logcount_predictions_loss: 0.2662 288/1615 [====>.........................] - ETA: 12:28 - loss: 358.4780 - logits_profile_predictions_loss: 354.2450 - logcount_predictions_loss: 0.2662 289/1615 [====>.........................] - ETA: 12:27 - loss: 358.4753 - logits_profile_predictions_loss: 354.2420 - logcount_predictions_loss: 0.2662 290/1615 [====>.........................] - ETA: 12:27 - loss: 358.4726 - logits_profile_predictions_loss: 354.2390 - logcount_predictions_loss: 0.2663 291/1615 [====>.........................] - ETA: 12:26 - loss: 358.4694 - logits_profile_predictions_loss: 354.2356 - logcount_predictions_loss: 0.2663 292/1615 [====>.........................] - ETA: 12:25 - loss: 358.4658 - 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[===========================>..] - ETA: 31s - loss: 357.7792 - logits_profile_predictions_loss: 353.5144 - logcount_predictions_loss: 0.2682 1561/1615 [===========================>..] - ETA: 30s - loss: 357.7792 - logits_profile_predictions_loss: 353.5144 - logcount_predictions_loss: 0.2682 1562/1615 [============================>.] - ETA: 29s - loss: 357.7791 - logits_profile_predictions_loss: 353.5143 - logcount_predictions_loss: 0.2682 1563/1615 [============================>.] - ETA: 29s - loss: 357.7791 - logits_profile_predictions_loss: 353.5143 - logcount_predictions_loss: 0.2682 1564/1615 [============================>.] - ETA: 28s - loss: 357.7790 - logits_profile_predictions_loss: 353.5142 - logcount_predictions_loss: 0.2682 1565/1615 [============================>.] - ETA: 28s - loss: 357.7790 - logits_profile_predictions_loss: 353.5142 - logcount_predictions_loss: 0.2682 1566/1615 [============================>.] - ETA: 27s - loss: 357.7790 - 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[============================>.] - ETA: 23s - loss: 357.7788 - logits_profile_predictions_loss: 353.5140 - logcount_predictions_loss: 0.2682 1574/1615 [============================>.] - ETA: 23s - loss: 357.7788 - logits_profile_predictions_loss: 353.5141 - logcount_predictions_loss: 0.2682 1575/1615 [============================>.] - ETA: 22s - loss: 357.7789 - logits_profile_predictions_loss: 353.5141 - logcount_predictions_loss: 0.2682 1576/1615 [============================>.] - ETA: 21s - loss: 357.7789 - logits_profile_predictions_loss: 353.5141 - logcount_predictions_loss: 0.2682 1577/1615 [============================>.] - ETA: 21s - loss: 357.7789 - logits_profile_predictions_loss: 353.5141 - logcount_predictions_loss: 0.2682 1578/1615 [============================>.] - ETA: 20s - loss: 357.7789 - logits_profile_predictions_loss: 353.5142 - logcount_predictions_loss: 0.2682 1579/1615 [============================>.] - ETA: 20s - loss: 357.7790 - 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[============================>.] - ETA: 16s - loss: 357.7791 - logits_profile_predictions_loss: 353.5144 - logcount_predictions_loss: 0.2682 1587/1615 [============================>.] - ETA: 15s - loss: 357.7792 - logits_profile_predictions_loss: 353.5144 - logcount_predictions_loss: 0.2682 1588/1615 [============================>.] - ETA: 15s - loss: 357.7792 - logits_profile_predictions_loss: 353.5144 - logcount_predictions_loss: 0.2682 1589/1615 [============================>.] - ETA: 14s - loss: 357.7792 - logits_profile_predictions_loss: 353.5144 - logcount_predictions_loss: 0.2682 1590/1615 [============================>.] - ETA: 14s - loss: 357.7792 - logits_profile_predictions_loss: 353.5145 - logcount_predictions_loss: 0.2682 1591/1615 [============================>.] - ETA: 13s - loss: 357.7792 - logits_profile_predictions_loss: 353.5145 - logcount_predictions_loss: 0.2682 1592/1615 [============================>.] - ETA: 12s - loss: 357.7792 - 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[============================>.] - ETA: 9s - loss: 357.7795 - logits_profile_predictions_loss: 353.5147 - logcount_predictions_loss: 0.2682 1600/1615 [============================>.] - ETA: 8s - loss: 357.7795 - logits_profile_predictions_loss: 353.5148 - logcount_predictions_loss: 0.2682 1601/1615 [============================>.] - ETA: 7s - loss: 357.7795 - logits_profile_predictions_loss: 353.5148 - logcount_predictions_loss: 0.2682 1602/1615 [============================>.] - ETA: 7s - loss: 357.7796 - logits_profile_predictions_loss: 353.5148 - logcount_predictions_loss: 0.2682 1603/1615 [============================>.] - ETA: 6s - loss: 357.7796 - logits_profile_predictions_loss: 353.5148 - logcount_predictions_loss: 0.2682 1604/1615 [============================>.] - ETA: 6s - loss: 357.7796 - logits_profile_predictions_loss: 353.5149 - logcount_predictions_loss: 0.2682 1605/1615 [============================>.] - ETA: 5s - loss: 357.7796 - logits_profile_predictions_loss: 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loss: 357.7797 - logits_profile_predictions_loss: 353.5150 - logcount_predictions_loss: 0.2682 1613/1615 [============================>.] - ETA: 1s - loss: 357.7797 - logits_profile_predictions_loss: 353.5150 - logcount_predictions_loss: 0.2682 1614/1615 [============================>.] - ETA: 0s - loss: 357.7797 - logits_profile_predictions_loss: 353.5150 - logcount_predictions_loss: 0.2682 1615/1615 [==============================] - ETA: 0s - loss: 357.7798 - logits_profile_predictions_loss: 353.5151 - logcount_predictions_loss: 0.2682 1615/1615 [==============================] - 943s 584ms/step - loss: 357.7798 - logits_profile_predictions_loss: 353.5151 - logcount_predictions_loss: 0.2682 - val_loss: 409.1802 - val_logits_profile_predictions_loss: 402.4418 - val_logcount_predictions_loss: 0.4238 Epoch 00014: val_loss did not improve from 408.96866 Epoch 15/50 1/1615 [..............................] - ETA: 15:41 - loss: 356.7992 - logits_profile_predictions_loss: 352.3640 - logcount_predictions_loss: 0.2789 2/1615 [..............................] - ETA: 15:10 - loss: 360.4169 - logits_profile_predictions_loss: 356.1599 - logcount_predictions_loss: 0.2677 3/1615 [..............................] - ETA: 15:10 - loss: 364.8057 - logits_profile_predictions_loss: 360.7226 - logcount_predictions_loss: 0.2568 4/1615 [..............................] - ETA: 15:09 - loss: 369.1851 - logits_profile_predictions_loss: 365.0751 - logcount_predictions_loss: 0.2585 5/1615 [..............................] - ETA: 15:09 - loss: 371.3504 - logits_profile_predictions_loss: 367.2817 - logcount_predictions_loss: 0.2559 6/1615 [..............................] - ETA: 15:08 - loss: 373.9188 - logits_profile_predictions_loss: 369.8774 - logcount_predictions_loss: 0.2542 7/1615 [..............................] - ETA: 15:07 - loss: 374.1146 - logits_profile_predictions_loss: 370.0929 - logcount_predictions_loss: 0.2529 8/1615 [..............................] - ETA: 15:07 - loss: 374.7609 - logits_profile_predictions_loss: 370.7407 - logcount_predictions_loss: 0.2528 9/1615 [..............................] - ETA: 15:06 - loss: 374.7368 - logits_profile_predictions_loss: 370.6884 - logcount_predictions_loss: 0.2546 10/1615 [..............................] - ETA: 15:06 - loss: 374.3511 - logits_profile_predictions_loss: 370.2952 - logcount_predictions_loss: 0.2551 11/1615 [..............................] - ETA: 15:05 - loss: 373.6760 - logits_profile_predictions_loss: 369.6002 - logcount_predictions_loss: 0.2563 12/1615 [..............................] - ETA: 15:04 - loss: 373.0391 - logits_profile_predictions_loss: 368.9533 - logcount_predictions_loss: 0.2570 13/1615 [..............................] - ETA: 15:04 - loss: 372.5139 - logits_profile_predictions_loss: 368.4250 - logcount_predictions_loss: 0.2572 14/1615 [..............................] - ETA: 15:03 - loss: 372.0567 - logits_profile_predictions_loss: 367.9637 - logcount_predictions_loss: 0.2574 15/1615 [..............................] - ETA: 15:03 - loss: 371.6008 - logits_profile_predictions_loss: 367.5118 - logcount_predictions_loss: 0.2572 16/1615 [..............................] - ETA: 15:02 - loss: 371.1174 - logits_profile_predictions_loss: 367.0309 - logcount_predictions_loss: 0.2570 17/1615 [..............................] - ETA: 15:02 - loss: 370.5204 - logits_profile_predictions_loss: 366.4355 - logcount_predictions_loss: 0.2569 18/1615 [..............................] - ETA: 15:01 - loss: 369.8484 - logits_profile_predictions_loss: 365.7643 - logcount_predictions_loss: 0.2569 19/1615 [..............................] - ETA: 15:00 - loss: 369.1781 - logits_profile_predictions_loss: 365.0932 - logcount_predictions_loss: 0.2569 20/1615 [..............................] - ETA: 15:00 - loss: 368.6893 - logits_profile_predictions_loss: 364.6028 - logcount_predictions_loss: 0.2570 21/1615 [..............................] - ETA: 14:59 - loss: 368.3170 - logits_profile_predictions_loss: 364.2290 - logcount_predictions_loss: 0.2571 22/1615 [..............................] - ETA: 14:59 - loss: 367.9633 - logits_profile_predictions_loss: 363.8751 - logcount_predictions_loss: 0.2571 23/1615 [..............................] - ETA: 14:58 - loss: 367.6196 - logits_profile_predictions_loss: 363.5315 - logcount_predictions_loss: 0.2571 24/1615 [..............................] - ETA: 14:58 - loss: 367.2246 - logits_profile_predictions_loss: 363.1388 - logcount_predictions_loss: 0.2570 25/1615 [..............................] - ETA: 14:57 - loss: 366.8571 - logits_profile_predictions_loss: 362.7726 - logcount_predictions_loss: 0.2569 26/1615 [..............................] - ETA: 14:56 - loss: 366.5123 - logits_profile_predictions_loss: 362.4290 - logcount_predictions_loss: 0.2568 27/1615 [..............................] - ETA: 14:56 - loss: 366.2075 - logits_profile_predictions_loss: 362.1266 - logcount_predictions_loss: 0.2567 28/1615 [..............................] - ETA: 14:55 - loss: 365.9183 - logits_profile_predictions_loss: 361.8384 - logcount_predictions_loss: 0.2566 29/1615 [..............................] - ETA: 14:55 - loss: 365.6596 - logits_profile_predictions_loss: 361.5815 - logcount_predictions_loss: 0.2565 30/1615 [..............................] - ETA: 14:54 - loss: 365.4187 - logits_profile_predictions_loss: 361.3427 - logcount_predictions_loss: 0.2563 31/1615 [..............................] - ETA: 14:54 - loss: 365.2744 - logits_profile_predictions_loss: 361.1986 - logcount_predictions_loss: 0.2563 32/1615 [..............................] - ETA: 14:53 - loss: 365.1573 - logits_profile_predictions_loss: 361.0812 - logcount_predictions_loss: 0.2564 33/1615 [..............................] - ETA: 14:52 - loss: 365.0498 - logits_profile_predictions_loss: 360.9730 - logcount_predictions_loss: 0.2564 34/1615 [..............................] - ETA: 14:52 - loss: 364.9399 - logits_profile_predictions_loss: 360.8643 - logcount_predictions_loss: 0.2563 35/1615 [..............................] - ETA: 14:51 - loss: 364.8471 - logits_profile_predictions_loss: 360.7722 - logcount_predictions_loss: 0.2563 36/1615 [..............................] - ETA: 14:51 - loss: 364.7809 - logits_profile_predictions_loss: 360.7076 - logcount_predictions_loss: 0.2562 37/1615 [..............................] - ETA: 14:50 - loss: 364.7137 - logits_profile_predictions_loss: 360.6410 - logcount_predictions_loss: 0.2561 38/1615 [..............................] - ETA: 14:50 - loss: 364.6661 - logits_profile_predictions_loss: 360.5943 - logcount_predictions_loss: 0.2561 39/1615 [..............................] - ETA: 14:50 - loss: 364.6249 - logits_profile_predictions_loss: 360.5541 - logcount_predictions_loss: 0.2560 40/1615 [..............................] - ETA: 14:49 - loss: 364.5747 - logits_profile_predictions_loss: 360.5049 - logcount_predictions_loss: 0.2560 41/1615 [..............................] - ETA: 14:49 - loss: 364.5208 - logits_profile_predictions_loss: 360.4524 - logcount_predictions_loss: 0.2559 42/1615 [..............................] - ETA: 14:48 - loss: 364.4586 - logits_profile_predictions_loss: 360.3916 - logcount_predictions_loss: 0.2558 43/1615 [..............................] - ETA: 14:48 - loss: 364.4289 - logits_profile_predictions_loss: 360.3638 - logcount_predictions_loss: 0.2557 44/1615 [..............................] - ETA: 14:47 - loss: 364.3825 - logits_profile_predictions_loss: 360.3195 - logcount_predictions_loss: 0.2555 45/1615 [..............................] - ETA: 14:46 - loss: 364.3369 - logits_profile_predictions_loss: 360.2757 - logcount_predictions_loss: 0.2554 46/1615 [..............................] - ETA: 14:46 - loss: 364.3082 - logits_profile_predictions_loss: 360.2488 - logcount_predictions_loss: 0.2553 47/1615 [..............................] - ETA: 14:45 - loss: 364.2762 - logits_profile_predictions_loss: 360.2187 - logcount_predictions_loss: 0.2552 48/1615 [..............................] - ETA: 14:45 - loss: 364.2466 - logits_profile_predictions_loss: 360.1901 - logcount_predictions_loss: 0.2551 49/1615 [..............................] - ETA: 14:44 - loss: 364.2276 - logits_profile_predictions_loss: 360.1721 - logcount_predictions_loss: 0.2551 50/1615 [..............................] - ETA: 14:44 - loss: 364.2181 - logits_profile_predictions_loss: 360.1635 - logcount_predictions_loss: 0.2550 51/1615 [..............................] - ETA: 14:43 - loss: 364.2166 - logits_profile_predictions_loss: 360.1629 - logcount_predictions_loss: 0.2549 52/1615 [..............................] - ETA: 14:42 - loss: 364.2184 - logits_profile_predictions_loss: 360.1656 - logcount_predictions_loss: 0.2549 53/1615 [..............................] - ETA: 14:42 - loss: 364.2163 - logits_profile_predictions_loss: 360.1641 - logcount_predictions_loss: 0.2549 54/1615 [>.............................] - ETA: 14:41 - loss: 364.2119 - logits_profile_predictions_loss: 360.1606 - logcount_predictions_loss: 0.2548 55/1615 [>.............................] - ETA: 14:41 - loss: 364.1922 - logits_profile_predictions_loss: 360.1425 - logcount_predictions_loss: 0.2547 56/1615 [>.............................] - ETA: 14:40 - loss: 364.1562 - logits_profile_predictions_loss: 360.1076 - logcount_predictions_loss: 0.2546 57/1615 [>.............................] - ETA: 14:40 - loss: 364.1157 - logits_profile_predictions_loss: 360.0682 - logcount_predictions_loss: 0.2546 58/1615 [>.............................] - ETA: 14:39 - loss: 364.0744 - logits_profile_predictions_loss: 360.0279 - logcount_predictions_loss: 0.2545 59/1615 [>.............................] - ETA: 14:38 - loss: 364.0387 - logits_profile_predictions_loss: 359.9933 - logcount_predictions_loss: 0.2544 60/1615 [>.............................] - ETA: 14:38 - loss: 363.9997 - logits_profile_predictions_loss: 359.9557 - logcount_predictions_loss: 0.2543 61/1615 [>.............................] - ETA: 14:37 - loss: 363.9582 - logits_profile_predictions_loss: 359.9152 - logcount_predictions_loss: 0.2543 62/1615 [>.............................] - ETA: 14:37 - loss: 363.9193 - logits_profile_predictions_loss: 359.8776 - logcount_predictions_loss: 0.2542 63/1615 [>.............................] - ETA: 14:36 - loss: 363.8753 - logits_profile_predictions_loss: 359.8352 - logcount_predictions_loss: 0.2541 64/1615 [>.............................] - ETA: 14:35 - loss: 363.8423 - logits_profile_predictions_loss: 359.8038 - logcount_predictions_loss: 0.2540 65/1615 [>.............................] - ETA: 14:35 - loss: 363.8136 - logits_profile_predictions_loss: 359.7766 - logcount_predictions_loss: 0.2539 66/1615 [>.............................] - ETA: 14:34 - loss: 363.7796 - logits_profile_predictions_loss: 359.7439 - logcount_predictions_loss: 0.2538 67/1615 [>.............................] - ETA: 14:34 - loss: 363.7423 - logits_profile_predictions_loss: 359.7082 - logcount_predictions_loss: 0.2537 68/1615 [>.............................] - ETA: 14:33 - loss: 363.7164 - logits_profile_predictions_loss: 359.6837 - logcount_predictions_loss: 0.2536 69/1615 [>.............................] - ETA: 14:33 - loss: 363.6895 - logits_profile_predictions_loss: 359.6585 - logcount_predictions_loss: 0.2535 70/1615 [>.............................] - ETA: 14:32 - loss: 363.6558 - logits_profile_predictions_loss: 359.6263 - logcount_predictions_loss: 0.2534 71/1615 [>.............................] - ETA: 14:31 - loss: 363.6128 - logits_profile_predictions_loss: 359.5849 - logcount_predictions_loss: 0.2533 72/1615 [>.............................] - ETA: 14:31 - loss: 363.5688 - logits_profile_predictions_loss: 359.5425 - logcount_predictions_loss: 0.2532 73/1615 [>.............................] - ETA: 14:30 - loss: 363.5257 - logits_profile_predictions_loss: 359.5008 - logcount_predictions_loss: 0.2531 74/1615 [>.............................] - ETA: 14:30 - loss: 363.4819 - logits_profile_predictions_loss: 359.4586 - logcount_predictions_loss: 0.2530 75/1615 [>.............................] - ETA: 14:29 - loss: 363.4367 - logits_profile_predictions_loss: 359.4148 - logcount_predictions_loss: 0.2529 76/1615 [>.............................] - ETA: 14:29 - loss: 363.3935 - logits_profile_predictions_loss: 359.3719 - logcount_predictions_loss: 0.2529 77/1615 [>.............................] - ETA: 14:28 - loss: 363.3470 - logits_profile_predictions_loss: 359.3255 - logcount_predictions_loss: 0.2529 78/1615 [>.............................] - ETA: 14:27 - loss: 363.2979 - logits_profile_predictions_loss: 359.2764 - logcount_predictions_loss: 0.2529 79/1615 [>.............................] - ETA: 14:27 - loss: 363.2432 - logits_profile_predictions_loss: 359.2220 - logcount_predictions_loss: 0.2529 80/1615 [>.............................] - ETA: 14:26 - loss: 363.1927 - logits_profile_predictions_loss: 359.1714 - logcount_predictions_loss: 0.2529 81/1615 [>.............................] - ETA: 14:26 - loss: 363.1368 - logits_profile_predictions_loss: 359.1156 - logcount_predictions_loss: 0.2529 82/1615 [>.............................] - ETA: 14:25 - loss: 363.0877 - logits_profile_predictions_loss: 359.0664 - logcount_predictions_loss: 0.2529 83/1615 [>.............................] - ETA: 14:25 - loss: 363.0377 - logits_profile_predictions_loss: 359.0165 - logcount_predictions_loss: 0.2529 84/1615 [>.............................] - ETA: 14:24 - loss: 362.9878 - logits_profile_predictions_loss: 358.9667 - logcount_predictions_loss: 0.2529 85/1615 [>.............................] - ETA: 14:24 - loss: 362.9337 - logits_profile_predictions_loss: 358.9126 - logcount_predictions_loss: 0.2529 86/1615 [>.............................] - ETA: 14:23 - loss: 362.8777 - 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logits_profile_predictions_loss: 354.8798 - logcount_predictions_loss: 0.2525 230/1615 [===>..........................] - ETA: 13:02 - loss: 358.8808 - logits_profile_predictions_loss: 354.8661 - logcount_predictions_loss: 0.2525 231/1615 [===>..........................] - ETA: 13:01 - loss: 358.8666 - logits_profile_predictions_loss: 354.8520 - logcount_predictions_loss: 0.2525 232/1615 [===>..........................] - ETA: 13:01 - loss: 358.8527 - logits_profile_predictions_loss: 354.8381 - logcount_predictions_loss: 0.2525 233/1615 [===>..........................] - ETA: 13:00 - loss: 358.8380 - logits_profile_predictions_loss: 354.8233 - logcount_predictions_loss: 0.2525 234/1615 [===>..........................] - ETA: 12:59 - loss: 358.8233 - logits_profile_predictions_loss: 354.8086 - logcount_predictions_loss: 0.2525 235/1615 [===>..........................] - ETA: 12:59 - loss: 358.8084 - logits_profile_predictions_loss: 354.7937 - logcount_predictions_loss: 0.2525 236/1615 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logits_profile_predictions_loss: 354.6893 - logcount_predictions_loss: 0.2525 243/1615 [===>..........................] - ETA: 12:54 - loss: 358.6899 - logits_profile_predictions_loss: 354.6753 - logcount_predictions_loss: 0.2525 244/1615 [===>..........................] - ETA: 12:54 - loss: 358.6759 - logits_profile_predictions_loss: 354.6614 - logcount_predictions_loss: 0.2525 245/1615 [===>..........................] - ETA: 12:53 - loss: 358.6614 - logits_profile_predictions_loss: 354.6469 - logcount_predictions_loss: 0.2525 246/1615 [===>..........................] - ETA: 12:53 - loss: 358.6469 - logits_profile_predictions_loss: 354.6324 - logcount_predictions_loss: 0.2525 247/1615 [===>..........................] - ETA: 12:52 - loss: 358.6329 - logits_profile_predictions_loss: 354.6185 - logcount_predictions_loss: 0.2525 248/1615 [===>..........................] - ETA: 12:51 - loss: 358.6201 - logits_profile_predictions_loss: 354.6057 - logcount_predictions_loss: 0.2525 249/1615 [===>..........................] - ETA: 12:51 - loss: 358.6072 - logits_profile_predictions_loss: 354.5928 - logcount_predictions_loss: 0.2525 250/1615 [===>..........................] - ETA: 12:50 - loss: 358.5946 - logits_profile_predictions_loss: 354.5802 - logcount_predictions_loss: 0.2525 251/1615 [===>..........................] - ETA: 12:50 - loss: 358.5815 - logits_profile_predictions_loss: 354.5670 - logcount_predictions_loss: 0.2525 252/1615 [===>..........................] - ETA: 12:49 - loss: 358.5685 - logits_profile_predictions_loss: 354.5540 - logcount_predictions_loss: 0.2525 253/1615 [===>..........................] - ETA: 12:49 - loss: 358.5562 - logits_profile_predictions_loss: 354.5417 - logcount_predictions_loss: 0.2525 254/1615 [===>..........................] - ETA: 12:48 - loss: 358.5447 - logits_profile_predictions_loss: 354.5300 - logcount_predictions_loss: 0.2525 255/1615 [===>..........................] - ETA: 12:48 - loss: 358.5333 - logits_profile_predictions_loss: 354.5186 - logcount_predictions_loss: 0.2525 256/1615 [===>..........................] - ETA: 12:47 - loss: 358.5216 - logits_profile_predictions_loss: 354.5068 - logcount_predictions_loss: 0.2525 257/1615 [===>..........................] - ETA: 12:46 - loss: 358.5098 - logits_profile_predictions_loss: 354.4949 - logcount_predictions_loss: 0.2525 258/1615 [===>..........................] - ETA: 12:46 - loss: 358.4988 - logits_profile_predictions_loss: 354.4838 - logcount_predictions_loss: 0.2525 259/1615 [===>..........................] - ETA: 12:45 - loss: 358.4877 - logits_profile_predictions_loss: 354.4727 - logcount_predictions_loss: 0.2525 260/1615 [===>..........................] - ETA: 12:45 - loss: 358.4771 - logits_profile_predictions_loss: 354.4621 - logcount_predictions_loss: 0.2525 261/1615 [===>..........................] - ETA: 12:44 - loss: 358.4664 - logits_profile_predictions_loss: 354.4514 - logcount_predictions_loss: 0.2525 262/1615 [===>..........................] - ETA: 12:44 - loss: 358.4560 - logits_profile_predictions_loss: 354.4410 - logcount_predictions_loss: 0.2525 263/1615 [===>..........................] - ETA: 12:43 - loss: 358.4458 - logits_profile_predictions_loss: 354.4308 - logcount_predictions_loss: 0.2525 264/1615 [===>..........................] - ETA: 12:42 - loss: 358.4361 - logits_profile_predictions_loss: 354.4211 - logcount_predictions_loss: 0.2525 265/1615 [===>..........................] - ETA: 12:42 - loss: 358.4264 - logits_profile_predictions_loss: 354.4113 - logcount_predictions_loss: 0.2525 266/1615 [===>..........................] - ETA: 12:41 - loss: 358.4163 - logits_profile_predictions_loss: 354.4013 - logcount_predictions_loss: 0.2525 267/1615 [===>..........................] - ETA: 12:41 - loss: 358.4065 - logits_profile_predictions_loss: 354.3915 - logcount_predictions_loss: 0.2525 268/1615 [===>..........................] - ETA: 12:40 - loss: 358.3975 - logits_profile_predictions_loss: 354.3825 - logcount_predictions_loss: 0.2525 269/1615 [===>..........................] - ETA: 12:40 - loss: 358.3883 - logits_profile_predictions_loss: 354.3733 - logcount_predictions_loss: 0.2525 270/1615 [====>.........................] - ETA: 12:39 - loss: 358.3792 - logits_profile_predictions_loss: 354.3641 - logcount_predictions_loss: 0.2525 271/1615 [====>.........................] - ETA: 12:38 - loss: 358.3697 - logits_profile_predictions_loss: 354.3545 - logcount_predictions_loss: 0.2525 272/1615 [====>.........................] - ETA: 12:38 - loss: 358.3606 - logits_profile_predictions_loss: 354.3454 - logcount_predictions_loss: 0.2525 273/1615 [====>.........................] - ETA: 12:37 - loss: 358.3514 - logits_profile_predictions_loss: 354.3362 - logcount_predictions_loss: 0.2525 274/1615 [====>.........................] - ETA: 12:37 - loss: 358.3424 - logits_profile_predictions_loss: 354.3272 - logcount_predictions_loss: 0.2525 275/1615 [====>.........................] - ETA: 12:36 - loss: 358.3338 - logits_profile_predictions_loss: 354.3186 - logcount_predictions_loss: 0.2525 276/1615 [====>.........................] - ETA: 12:36 - loss: 358.3255 - logits_profile_predictions_loss: 354.3102 - logcount_predictions_loss: 0.2525 277/1615 [====>.........................] - ETA: 12:35 - loss: 358.3168 - logits_profile_predictions_loss: 354.3016 - logcount_predictions_loss: 0.2525 278/1615 [====>.........................] - ETA: 12:35 - loss: 358.3077 - logits_profile_predictions_loss: 354.2924 - logcount_predictions_loss: 0.2525 279/1615 [====>.........................] - ETA: 12:34 - loss: 358.2987 - logits_profile_predictions_loss: 354.2834 - logcount_predictions_loss: 0.2525 280/1615 [====>.........................] - ETA: 12:33 - loss: 358.2894 - logits_profile_predictions_loss: 354.2741 - logcount_predictions_loss: 0.2525 281/1615 [====>.........................] - ETA: 12:33 - loss: 358.2799 - logits_profile_predictions_loss: 354.2646 - logcount_predictions_loss: 0.2525 282/1615 [====>.........................] - ETA: 12:32 - loss: 358.2710 - logits_profile_predictions_loss: 354.2556 - logcount_predictions_loss: 0.2525 283/1615 [====>.........................] - ETA: 12:32 - loss: 358.2611 - logits_profile_predictions_loss: 354.2458 - logcount_predictions_loss: 0.2525 284/1615 [====>.........................] - ETA: 12:31 - loss: 358.2513 - logits_profile_predictions_loss: 354.2359 - logcount_predictions_loss: 0.2525 285/1615 [====>.........................] - ETA: 12:31 - loss: 358.2411 - logits_profile_predictions_loss: 354.2257 - logcount_predictions_loss: 0.2525 286/1615 [====>.........................] - ETA: 12:30 - loss: 358.2309 - logits_profile_predictions_loss: 354.2155 - logcount_predictions_loss: 0.2525 287/1615 [====>.........................] - ETA: 12:29 - loss: 358.2210 - logits_profile_predictions_loss: 354.2056 - logcount_predictions_loss: 0.2525 288/1615 [====>.........................] - ETA: 12:29 - loss: 358.2110 - logits_profile_predictions_loss: 354.1955 - logcount_predictions_loss: 0.2525 289/1615 [====>.........................] - ETA: 12:28 - loss: 358.2009 - logits_profile_predictions_loss: 354.1855 - logcount_predictions_loss: 0.2525 290/1615 [====>.........................] - ETA: 12:28 - loss: 358.1914 - logits_profile_predictions_loss: 354.1759 - logcount_predictions_loss: 0.2525 291/1615 [====>.........................] - ETA: 12:27 - loss: 358.1814 - logits_profile_predictions_loss: 354.1659 - logcount_predictions_loss: 0.2525 292/1615 [====>.........................] - ETA: 12:27 - loss: 358.1717 - logits_profile_predictions_loss: 354.1561 - logcount_predictions_loss: 0.2525 293/1615 [====>.........................] - ETA: 12:26 - loss: 358.1625 - logits_profile_predictions_loss: 354.1469 - logcount_predictions_loss: 0.2525 294/1615 [====>.........................] - ETA: 12:26 - loss: 358.1530 - logits_profile_predictions_loss: 354.1374 - logcount_predictions_loss: 0.2525 295/1615 [====>.........................] - ETA: 12:25 - loss: 358.1442 - logits_profile_predictions_loss: 354.1286 - logcount_predictions_loss: 0.2526 296/1615 [====>.........................] - ETA: 12:24 - loss: 358.1357 - logits_profile_predictions_loss: 354.1201 - logcount_predictions_loss: 0.2526 297/1615 [====>.........................] - ETA: 12:24 - loss: 358.1272 - logits_profile_predictions_loss: 354.1115 - logcount_predictions_loss: 0.2526 298/1615 [====>.........................] - ETA: 12:23 - loss: 358.1188 - logits_profile_predictions_loss: 354.1032 - logcount_predictions_loss: 0.2526 299/1615 [====>.........................] - ETA: 12:23 - loss: 358.1105 - logits_profile_predictions_loss: 354.0949 - logcount_predictions_loss: 0.2526 300/1615 [====>.........................] - ETA: 12:22 - loss: 358.1022 - logits_profile_predictions_loss: 354.0865 - logcount_predictions_loss: 0.2526 301/1615 [====>.........................] - ETA: 12:22 - loss: 358.0940 - logits_profile_predictions_loss: 354.0783 - logcount_predictions_loss: 0.2526 302/1615 [====>.........................] - ETA: 12:21 - loss: 358.0861 - logits_profile_predictions_loss: 354.0703 - logcount_predictions_loss: 0.2526 303/1615 [====>.........................] - ETA: 12:20 - loss: 358.0780 - logits_profile_predictions_loss: 354.0622 - logcount_predictions_loss: 0.2526 304/1615 [====>.........................] - ETA: 12:20 - loss: 358.0699 - logits_profile_predictions_loss: 354.0541 - logcount_predictions_loss: 0.2526 305/1615 [====>.........................] - ETA: 12:19 - loss: 358.0616 - logits_profile_predictions_loss: 354.0457 - logcount_predictions_loss: 0.2526 306/1615 [====>.........................] - ETA: 12:19 - loss: 358.0526 - logits_profile_predictions_loss: 354.0367 - logcount_predictions_loss: 0.2526 307/1615 [====>.........................] - ETA: 12:18 - loss: 358.0438 - logits_profile_predictions_loss: 354.0278 - logcount_predictions_loss: 0.2526 308/1615 [====>.........................] - ETA: 12:18 - loss: 358.0349 - logits_profile_predictions_loss: 354.0189 - logcount_predictions_loss: 0.2526 309/1615 [====>.........................] - ETA: 12:17 - loss: 358.0266 - logits_profile_predictions_loss: 354.0104 - logcount_predictions_loss: 0.2526 310/1615 [====>.........................] - ETA: 12:17 - loss: 358.0179 - logits_profile_predictions_loss: 354.0017 - logcount_predictions_loss: 0.2526 311/1615 [====>.........................] - ETA: 12:16 - loss: 358.0094 - logits_profile_predictions_loss: 353.9931 - logcount_predictions_loss: 0.2526 312/1615 [====>.........................] - ETA: 12:15 - loss: 358.0009 - logits_profile_predictions_loss: 353.9845 - logcount_predictions_loss: 0.2526 313/1615 [====>.........................] - ETA: 12:15 - loss: 357.9925 - logits_profile_predictions_loss: 353.9760 - logcount_predictions_loss: 0.2526 314/1615 [====>.........................] - ETA: 12:14 - loss: 357.9842 - logits_profile_predictions_loss: 353.9676 - logcount_predictions_loss: 0.2526 315/1615 [====>.........................] - ETA: 12:14 - loss: 357.9759 - logits_profile_predictions_loss: 353.9592 - logcount_predictions_loss: 0.2526 316/1615 [====>.........................] - ETA: 12:13 - loss: 357.9677 - logits_profile_predictions_loss: 353.9510 - logcount_predictions_loss: 0.2526 317/1615 [====>.........................] - ETA: 12:13 - loss: 357.9601 - logits_profile_predictions_loss: 353.9433 - logcount_predictions_loss: 0.2526 318/1615 [====>.........................] - ETA: 12:12 - loss: 357.9530 - logits_profile_predictions_loss: 353.9361 - logcount_predictions_loss: 0.2526 319/1615 [====>.........................] - ETA: 12:11 - loss: 357.9457 - logits_profile_predictions_loss: 353.9287 - logcount_predictions_loss: 0.2526 320/1615 [====>.........................] - ETA: 12:11 - loss: 357.9384 - logits_profile_predictions_loss: 353.9214 - logcount_predictions_loss: 0.2526 321/1615 [====>.........................] - ETA: 12:10 - loss: 357.9313 - logits_profile_predictions_loss: 353.9142 - logcount_predictions_loss: 0.2526 322/1615 [====>.........................] - ETA: 12:10 - loss: 357.9241 - logits_profile_predictions_loss: 353.9069 - logcount_predictions_loss: 0.2527 323/1615 [=====>........................] - ETA: 12:09 - loss: 357.9170 - logits_profile_predictions_loss: 353.8997 - logcount_predictions_loss: 0.2527 324/1615 [=====>........................] - ETA: 12:09 - loss: 357.9098 - logits_profile_predictions_loss: 353.8924 - logcount_predictions_loss: 0.2527 325/1615 [=====>........................] - ETA: 12:08 - loss: 357.9029 - logits_profile_predictions_loss: 353.8855 - logcount_predictions_loss: 0.2527 326/1615 [=====>........................] - ETA: 12:07 - loss: 357.8960 - logits_profile_predictions_loss: 353.8784 - logcount_predictions_loss: 0.2527 327/1615 [=====>........................] - ETA: 12:07 - loss: 357.8890 - logits_profile_predictions_loss: 353.8712 - logcount_predictions_loss: 0.2527 328/1615 [=====>........................] - ETA: 12:06 - loss: 357.8821 - logits_profile_predictions_loss: 353.8643 - logcount_predictions_loss: 0.2527 329/1615 [=====>........................] - ETA: 12:06 - loss: 357.8757 - logits_profile_predictions_loss: 353.8577 - logcount_predictions_loss: 0.2527 330/1615 [=====>........................] - ETA: 12:05 - loss: 357.8696 - logits_profile_predictions_loss: 353.8515 - logcount_predictions_loss: 0.2527 331/1615 [=====>........................] - ETA: 12:05 - loss: 357.8637 - logits_profile_predictions_loss: 353.8456 - logcount_predictions_loss: 0.2527 332/1615 [=====>........................] - ETA: 12:04 - loss: 357.8576 - logits_profile_predictions_loss: 353.8393 - logcount_predictions_loss: 0.2527 333/1615 [=====>........................] - ETA: 12:04 - loss: 357.8513 - logits_profile_predictions_loss: 353.8329 - logcount_predictions_loss: 0.2527 334/1615 [=====>........................] - ETA: 12:03 - loss: 357.8450 - logits_profile_predictions_loss: 353.8265 - logcount_predictions_loss: 0.2527 335/1615 [=====>........................] - ETA: 12:02 - loss: 357.8381 - logits_profile_predictions_loss: 353.8195 - logcount_predictions_loss: 0.2527 336/1615 [=====>........................] - ETA: 12:02 - loss: 357.8311 - logits_profile_predictions_loss: 353.8123 - logcount_predictions_loss: 0.2527 337/1615 [=====>........................] - ETA: 12:01 - loss: 357.8240 - logits_profile_predictions_loss: 353.8051 - logcount_predictions_loss: 0.2528 338/1615 [=====>........................] - ETA: 12:01 - loss: 357.8168 - logits_profile_predictions_loss: 353.7978 - logcount_predictions_loss: 0.2528 339/1615 [=====>........................] - ETA: 12:00 - loss: 357.8095 - logits_profile_predictions_loss: 353.7904 - logcount_predictions_loss: 0.2528 340/1615 [=====>........................] - ETA: 12:00 - loss: 357.8023 - logits_profile_predictions_loss: 353.7832 - logcount_predictions_loss: 0.2528 341/1615 [=====>........................] - ETA: 11:59 - loss: 357.7954 - logits_profile_predictions_loss: 353.7762 - logcount_predictions_loss: 0.2528 342/1615 [=====>........................] - ETA: 11:58 - loss: 357.7885 - logits_profile_predictions_loss: 353.7691 - logcount_predictions_loss: 0.2528 343/1615 [=====>........................] - ETA: 11:58 - loss: 357.7810 - logits_profile_predictions_loss: 353.7615 - logcount_predictions_loss: 0.2528 344/1615 [=====>........................] - ETA: 11:57 - loss: 357.7732 - logits_profile_predictions_loss: 353.7536 - logcount_predictions_loss: 0.2528 345/1615 [=====>........................] - ETA: 11:57 - loss: 357.7660 - logits_profile_predictions_loss: 353.7464 - logcount_predictions_loss: 0.2528 346/1615 [=====>........................] - ETA: 11:56 - loss: 357.7594 - logits_profile_predictions_loss: 353.7397 - logcount_predictions_loss: 0.2528 347/1615 [=====>........................] - ETA: 11:56 - loss: 357.7531 - logits_profile_predictions_loss: 353.7333 - logcount_predictions_loss: 0.2528 348/1615 [=====>........................] - ETA: 11:55 - loss: 357.7464 - logits_profile_predictions_loss: 353.7265 - logcount_predictions_loss: 0.2528 349/1615 [=====>........................] - ETA: 11:54 - loss: 357.7398 - logits_profile_predictions_loss: 353.7199 - logcount_predictions_loss: 0.2528 350/1615 [=====>........................] - ETA: 11:54 - loss: 357.7332 - logits_profile_predictions_loss: 353.7132 - logcount_predictions_loss: 0.2528 351/1615 [=====>........................] - ETA: 11:53 - loss: 357.7267 - logits_profile_predictions_loss: 353.7065 - logcount_predictions_loss: 0.2528 352/1615 [=====>........................] - ETA: 11:53 - loss: 357.7204 - logits_profile_predictions_loss: 353.7001 - logcount_predictions_loss: 0.2528 353/1615 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[============================>.] - ETA: 7s - loss: 356.5247 - logits_profile_predictions_loss: 352.5629 - logcount_predictions_loss: 0.2492 1602/1615 [============================>.] - ETA: 7s - loss: 356.5245 - logits_profile_predictions_loss: 352.5627 - logcount_predictions_loss: 0.2492 1603/1615 [============================>.] - ETA: 6s - loss: 356.5243 - logits_profile_predictions_loss: 352.5626 - logcount_predictions_loss: 0.2492 1604/1615 [============================>.] - ETA: 6s - loss: 356.5241 - logits_profile_predictions_loss: 352.5624 - logcount_predictions_loss: 0.2492 1605/1615 [============================>.] - ETA: 5s - loss: 356.5238 - logits_profile_predictions_loss: 352.5622 - logcount_predictions_loss: 0.2492 1606/1615 [============================>.] - ETA: 5s - loss: 356.5236 - logits_profile_predictions_loss: 352.5620 - logcount_predictions_loss: 0.2492 1607/1615 [============================>.] - ETA: 4s - loss: 356.5234 - logits_profile_predictions_loss: 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loss: 356.5220 - logits_profile_predictions_loss: 352.5605 - logcount_predictions_loss: 0.2491 1615/1615 [==============================] - ETA: 0s - loss: 356.5218 - logits_profile_predictions_loss: 352.5603 - logcount_predictions_loss: 0.2491 1615/1615 [==============================] - 945s 585ms/step - loss: 356.5216 - logits_profile_predictions_loss: 352.5602 - logcount_predictions_loss: 0.2491 - val_loss: 410.3190 - val_logits_profile_predictions_loss: 403.6517 - val_logcount_predictions_loss: 0.4193 Epoch 00015: val_loss did not improve from 408.96866 Epoch 16/50 1/1615 [..............................] - ETA: 15:32 - loss: 346.9165 - logits_profile_predictions_loss: 343.1752 - logcount_predictions_loss: 0.2353 2/1615 [..............................] - ETA: 15:10 - loss: 335.0851 - logits_profile_predictions_loss: 331.3625 - logcount_predictions_loss: 0.2341 3/1615 [..............................] - ETA: 15:09 - loss: 334.7050 - logits_profile_predictions_loss: 331.0019 - logcount_predictions_loss: 0.2329 4/1615 [..............................] - ETA: 15:08 - loss: 337.4012 - logits_profile_predictions_loss: 333.7775 - logcount_predictions_loss: 0.2279 5/1615 [..............................] - ETA: 15:07 - loss: 340.1644 - logits_profile_predictions_loss: 336.6061 - logcount_predictions_loss: 0.2238 6/1615 [..............................] - ETA: 15:06 - loss: 342.0433 - logits_profile_predictions_loss: 338.5392 - logcount_predictions_loss: 0.2204 7/1615 [..............................] - ETA: 15:06 - loss: 344.4231 - logits_profile_predictions_loss: 340.9857 - logcount_predictions_loss: 0.2162 8/1615 [..............................] - ETA: 15:06 - loss: 346.0485 - logits_profile_predictions_loss: 342.6103 - logcount_predictions_loss: 0.2162 9/1615 [..............................] - ETA: 15:05 - loss: 346.8056 - logits_profile_predictions_loss: 343.3600 - logcount_predictions_loss: 0.2167 10/1615 [..............................] - ETA: 15:04 - loss: 348.1264 - logits_profile_predictions_loss: 344.6639 - logcount_predictions_loss: 0.2178 11/1615 [..............................] - ETA: 15:04 - loss: 348.8190 - logits_profile_predictions_loss: 345.3497 - logcount_predictions_loss: 0.2182 12/1615 [..............................] - ETA: 15:03 - loss: 349.5335 - logits_profile_predictions_loss: 346.0539 - logcount_predictions_loss: 0.2188 13/1615 [..............................] - ETA: 15:03 - loss: 350.2434 - logits_profile_predictions_loss: 346.7524 - logcount_predictions_loss: 0.2196 14/1615 [..............................] - ETA: 15:02 - loss: 350.8210 - logits_profile_predictions_loss: 347.3196 - logcount_predictions_loss: 0.2202 15/1615 [..............................] - ETA: 15:02 - loss: 351.1059 - logits_profile_predictions_loss: 347.5917 - logcount_predictions_loss: 0.2210 16/1615 [..............................] - ETA: 15:01 - loss: 351.2786 - logits_profile_predictions_loss: 347.7564 - logcount_predictions_loss: 0.2215 17/1615 [..............................] - ETA: 15:01 - loss: 351.3210 - logits_profile_predictions_loss: 347.7927 - logcount_predictions_loss: 0.2219 18/1615 [..............................] - ETA: 15:00 - loss: 351.4260 - logits_profile_predictions_loss: 347.8925 - logcount_predictions_loss: 0.2222 19/1615 [..............................] - ETA: 14:59 - loss: 351.4548 - logits_profile_predictions_loss: 347.9187 - logcount_predictions_loss: 0.2224 20/1615 [..............................] - ETA: 14:59 - loss: 351.4303 - logits_profile_predictions_loss: 347.8896 - logcount_predictions_loss: 0.2227 21/1615 [..............................] - ETA: 14:58 - loss: 351.5449 - logits_profile_predictions_loss: 347.9965 - logcount_predictions_loss: 0.2232 22/1615 [..............................] - ETA: 14:58 - loss: 351.7089 - logits_profile_predictions_loss: 348.1542 - logcount_predictions_loss: 0.2236 23/1615 [..............................] - ETA: 14:57 - loss: 351.8517 - logits_profile_predictions_loss: 348.2920 - logcount_predictions_loss: 0.2239 24/1615 [..............................] - ETA: 14:57 - loss: 352.0628 - logits_profile_predictions_loss: 348.4985 - logcount_predictions_loss: 0.2242 25/1615 [..............................] - ETA: 14:56 - loss: 352.3424 - logits_profile_predictions_loss: 348.7748 - logcount_predictions_loss: 0.2244 26/1615 [..............................] - ETA: 14:56 - loss: 352.5934 - logits_profile_predictions_loss: 349.0222 - logcount_predictions_loss: 0.2246 27/1615 [..............................] - ETA: 14:55 - loss: 352.8305 - logits_profile_predictions_loss: 349.2560 - logcount_predictions_loss: 0.2248 28/1615 [..............................] - ETA: 14:54 - loss: 353.0578 - logits_profile_predictions_loss: 349.4810 - logcount_predictions_loss: 0.2250 29/1615 [..............................] - ETA: 14:54 - loss: 353.2868 - logits_profile_predictions_loss: 349.7086 - logcount_predictions_loss: 0.2250 30/1615 [..............................] - ETA: 14:53 - loss: 353.4851 - logits_profile_predictions_loss: 349.9049 - logcount_predictions_loss: 0.2252 31/1615 [..............................] - ETA: 14:53 - loss: 353.6648 - logits_profile_predictions_loss: 350.0834 - logcount_predictions_loss: 0.2252 32/1615 [..............................] - ETA: 14:52 - loss: 353.8478 - logits_profile_predictions_loss: 350.2657 - logcount_predictions_loss: 0.2253 33/1615 [..............................] - ETA: 14:52 - loss: 354.0625 - logits_profile_predictions_loss: 350.4799 - logcount_predictions_loss: 0.2253 34/1615 [..............................] - ETA: 14:51 - loss: 354.2806 - logits_profile_predictions_loss: 350.6980 - logcount_predictions_loss: 0.2253 35/1615 [..............................] - ETA: 14:51 - loss: 354.4661 - logits_profile_predictions_loss: 350.8837 - logcount_predictions_loss: 0.2253 36/1615 [..............................] - ETA: 14:50 - loss: 354.6036 - logits_profile_predictions_loss: 351.0218 - logcount_predictions_loss: 0.2253 37/1615 [..............................] - ETA: 14:50 - loss: 354.7239 - logits_profile_predictions_loss: 351.1435 - logcount_predictions_loss: 0.2252 38/1615 [..............................] - ETA: 14:49 - loss: 354.8494 - logits_profile_predictions_loss: 351.2700 - logcount_predictions_loss: 0.2251 39/1615 [..............................] - ETA: 14:49 - loss: 354.9801 - logits_profile_predictions_loss: 351.4018 - logcount_predictions_loss: 0.2250 40/1615 [..............................] - ETA: 14:48 - loss: 355.0988 - logits_profile_predictions_loss: 351.5215 - logcount_predictions_loss: 0.2250 41/1615 [..............................] - ETA: 14:47 - loss: 355.2231 - logits_profile_predictions_loss: 351.6475 - logcount_predictions_loss: 0.2249 42/1615 [..............................] - ETA: 14:47 - loss: 355.3338 - logits_profile_predictions_loss: 351.7598 - logcount_predictions_loss: 0.2248 43/1615 [..............................] - ETA: 14:46 - loss: 355.4587 - logits_profile_predictions_loss: 351.8865 - logcount_predictions_loss: 0.2247 44/1615 [..............................] - ETA: 14:46 - loss: 355.5982 - logits_profile_predictions_loss: 352.0278 - logcount_predictions_loss: 0.2245 45/1615 [..............................] - ETA: 14:45 - loss: 355.7454 - logits_profile_predictions_loss: 352.1770 - logcount_predictions_loss: 0.2244 46/1615 [..............................] - ETA: 14:45 - loss: 355.8814 - logits_profile_predictions_loss: 352.3149 - logcount_predictions_loss: 0.2243 47/1615 [..............................] - ETA: 14:44 - loss: 356.0069 - logits_profile_predictions_loss: 352.4415 - logcount_predictions_loss: 0.2242 48/1615 [..............................] - ETA: 14:43 - loss: 356.1038 - logits_profile_predictions_loss: 352.5395 - logcount_predictions_loss: 0.2242 49/1615 [..............................] - ETA: 14:43 - loss: 356.1875 - logits_profile_predictions_loss: 352.6239 - logcount_predictions_loss: 0.2241 50/1615 [..............................] - ETA: 14:42 - loss: 356.2780 - logits_profile_predictions_loss: 352.7143 - logcount_predictions_loss: 0.2241 51/1615 [..............................] - ETA: 14:42 - loss: 356.3900 - logits_profile_predictions_loss: 352.8263 - logcount_predictions_loss: 0.2241 52/1615 [..............................] - ETA: 14:41 - loss: 356.4789 - logits_profile_predictions_loss: 352.9154 - logcount_predictions_loss: 0.2241 53/1615 [..............................] - ETA: 14:41 - loss: 356.5788 - logits_profile_predictions_loss: 353.0149 - logcount_predictions_loss: 0.2241 54/1615 [>.............................] - ETA: 14:40 - loss: 356.6849 - logits_profile_predictions_loss: 353.1200 - logcount_predictions_loss: 0.2242 55/1615 [>.............................] - ETA: 14:40 - loss: 356.8174 - logits_profile_predictions_loss: 353.2517 - logcount_predictions_loss: 0.2243 56/1615 [>.............................] - ETA: 14:39 - loss: 356.9471 - logits_profile_predictions_loss: 353.3809 - logcount_predictions_loss: 0.2243 57/1615 [>.............................] - ETA: 14:38 - loss: 357.0793 - logits_profile_predictions_loss: 353.5116 - logcount_predictions_loss: 0.2244 58/1615 [>.............................] - ETA: 14:38 - loss: 357.2180 - logits_profile_predictions_loss: 353.6480 - logcount_predictions_loss: 0.2245 59/1615 [>.............................] - ETA: 14:37 - loss: 357.3409 - logits_profile_predictions_loss: 353.7687 - logcount_predictions_loss: 0.2247 60/1615 [>.............................] - ETA: 14:37 - loss: 357.4490 - logits_profile_predictions_loss: 353.8745 - logcount_predictions_loss: 0.2248 61/1615 [>.............................] - ETA: 14:36 - loss: 357.5575 - logits_profile_predictions_loss: 353.9811 - logcount_predictions_loss: 0.2249 62/1615 [>.............................] - ETA: 14:36 - loss: 357.6575 - logits_profile_predictions_loss: 354.0790 - logcount_predictions_loss: 0.2251 63/1615 [>.............................] - ETA: 14:35 - loss: 357.7504 - logits_profile_predictions_loss: 354.1699 - logcount_predictions_loss: 0.2252 64/1615 [>.............................] - ETA: 14:34 - loss: 357.8367 - logits_profile_predictions_loss: 354.2543 - logcount_predictions_loss: 0.2253 65/1615 [>.............................] - ETA: 14:34 - loss: 357.9120 - logits_profile_predictions_loss: 354.3278 - logcount_predictions_loss: 0.2254 66/1615 [>.............................] - ETA: 14:33 - loss: 357.9802 - logits_profile_predictions_loss: 354.3945 - logcount_predictions_loss: 0.2255 67/1615 [>.............................] - ETA: 14:33 - loss: 358.0408 - logits_profile_predictions_loss: 354.4537 - logcount_predictions_loss: 0.2256 68/1615 [>.............................] - ETA: 14:32 - loss: 358.1071 - logits_profile_predictions_loss: 354.5185 - logcount_predictions_loss: 0.2257 69/1615 [>.............................] - ETA: 14:32 - loss: 358.1689 - logits_profile_predictions_loss: 354.5789 - logcount_predictions_loss: 0.2258 70/1615 [>.............................] - ETA: 14:31 - loss: 358.2251 - logits_profile_predictions_loss: 354.6337 - logcount_predictions_loss: 0.2259 71/1615 [>.............................] - ETA: 14:31 - loss: 358.2779 - logits_profile_predictions_loss: 354.6851 - logcount_predictions_loss: 0.2260 72/1615 [>.............................] - ETA: 14:30 - loss: 358.3239 - logits_profile_predictions_loss: 354.7295 - logcount_predictions_loss: 0.2261 73/1615 [>.............................] - ETA: 14:29 - loss: 358.3637 - logits_profile_predictions_loss: 354.7677 - logcount_predictions_loss: 0.2262 74/1615 [>.............................] - ETA: 14:29 - loss: 358.4017 - logits_profile_predictions_loss: 354.8044 - logcount_predictions_loss: 0.2262 75/1615 [>.............................] - ETA: 14:28 - loss: 358.4304 - logits_profile_predictions_loss: 354.8318 - logcount_predictions_loss: 0.2263 76/1615 [>.............................] - ETA: 14:28 - loss: 358.4565 - logits_profile_predictions_loss: 354.8569 - logcount_predictions_loss: 0.2264 77/1615 [>.............................] - ETA: 14:27 - loss: 358.4757 - logits_profile_predictions_loss: 354.8749 - logcount_predictions_loss: 0.2265 78/1615 [>.............................] - ETA: 14:27 - loss: 358.4946 - logits_profile_predictions_loss: 354.8927 - logcount_predictions_loss: 0.2265 79/1615 [>.............................] - ETA: 14:26 - loss: 358.5120 - logits_profile_predictions_loss: 354.9088 - logcount_predictions_loss: 0.2266 80/1615 [>.............................] - ETA: 14:25 - loss: 358.5236 - logits_profile_predictions_loss: 354.9189 - logcount_predictions_loss: 0.2267 81/1615 [>.............................] - ETA: 14:25 - loss: 358.5376 - logits_profile_predictions_loss: 354.9313 - logcount_predictions_loss: 0.2268 82/1615 [>.............................] - ETA: 14:24 - loss: 358.5520 - logits_profile_predictions_loss: 354.9444 - logcount_predictions_loss: 0.2269 83/1615 [>.............................] - ETA: 14:24 - loss: 358.5653 - logits_profile_predictions_loss: 354.9565 - logcount_predictions_loss: 0.2270 84/1615 [>.............................] - ETA: 14:23 - loss: 358.5825 - logits_profile_predictions_loss: 354.9725 - logcount_predictions_loss: 0.2270 85/1615 [>.............................] - ETA: 14:23 - loss: 358.5945 - logits_profile_predictions_loss: 354.9832 - logcount_predictions_loss: 0.2271 86/1615 [>.............................] - ETA: 14:22 - loss: 358.6054 - logits_profile_predictions_loss: 354.9928 - logcount_predictions_loss: 0.2272 87/1615 [>.............................] - ETA: 14:22 - loss: 358.6113 - logits_profile_predictions_loss: 354.9975 - logcount_predictions_loss: 0.2273 88/1615 [>.............................] - ETA: 14:21 - loss: 358.6131 - logits_profile_predictions_loss: 354.9981 - logcount_predictions_loss: 0.2274 89/1615 [>.............................] - ETA: 14:20 - loss: 358.6132 - logits_profile_predictions_loss: 354.9969 - logcount_predictions_loss: 0.2274 90/1615 [>.............................] - ETA: 14:20 - loss: 358.6122 - logits_profile_predictions_loss: 354.9949 - logcount_predictions_loss: 0.2275 91/1615 [>.............................] - ETA: 14:19 - loss: 358.6111 - logits_profile_predictions_loss: 354.9927 - logcount_predictions_loss: 0.2276 92/1615 [>.............................] - ETA: 14:19 - loss: 358.6142 - logits_profile_predictions_loss: 354.9948 - logcount_predictions_loss: 0.2276 93/1615 [>.............................] - ETA: 14:18 - loss: 358.6197 - logits_profile_predictions_loss: 354.9990 - logcount_predictions_loss: 0.2277 94/1615 [>.............................] - ETA: 14:18 - loss: 358.6254 - logits_profile_predictions_loss: 355.0035 - logcount_predictions_loss: 0.2278 95/1615 [>.............................] - ETA: 14:17 - loss: 358.6341 - logits_profile_predictions_loss: 355.0112 - logcount_predictions_loss: 0.2278 96/1615 [>.............................] - ETA: 14:17 - loss: 358.6400 - logits_profile_predictions_loss: 355.0164 - logcount_predictions_loss: 0.2279 97/1615 [>.............................] - ETA: 14:16 - loss: 358.6484 - logits_profile_predictions_loss: 355.0239 - logcount_predictions_loss: 0.2279 98/1615 [>.............................] - ETA: 14:15 - loss: 358.6559 - logits_profile_predictions_loss: 355.0308 - logcount_predictions_loss: 0.2280 99/1615 [>.............................] - ETA: 14:15 - loss: 358.6695 - logits_profile_predictions_loss: 355.0438 - logcount_predictions_loss: 0.2280 100/1615 [>.............................] - ETA: 14:14 - loss: 358.6760 - logits_profile_predictions_loss: 355.0497 - logcount_predictions_loss: 0.2281 101/1615 [>.............................] - ETA: 14:14 - loss: 358.6827 - logits_profile_predictions_loss: 355.0558 - logcount_predictions_loss: 0.2281 102/1615 [>.............................] - ETA: 14:13 - loss: 358.6866 - logits_profile_predictions_loss: 355.0590 - logcount_predictions_loss: 0.2281 103/1615 [>.............................] - ETA: 14:13 - loss: 358.6892 - logits_profile_predictions_loss: 355.0609 - logcount_predictions_loss: 0.2282 104/1615 [>.............................] - ETA: 14:12 - loss: 358.6942 - logits_profile_predictions_loss: 355.0654 - logcount_predictions_loss: 0.2282 105/1615 [>.............................] - ETA: 14:11 - loss: 358.6953 - logits_profile_predictions_loss: 355.0660 - logcount_predictions_loss: 0.2283 106/1615 [>.............................] - ETA: 14:11 - loss: 358.6906 - logits_profile_predictions_loss: 355.0609 - logcount_predictions_loss: 0.2283 107/1615 [>.............................] - ETA: 14:10 - loss: 358.6861 - logits_profile_predictions_loss: 355.0559 - logcount_predictions_loss: 0.2283 108/1615 [=>............................] - ETA: 14:10 - loss: 358.6796 - logits_profile_predictions_loss: 355.0491 - logcount_predictions_loss: 0.2283 109/1615 [=>............................] - ETA: 14:09 - loss: 358.6723 - logits_profile_predictions_loss: 355.0414 - logcount_predictions_loss: 0.2284 110/1615 [=>............................] - ETA: 14:09 - loss: 358.6662 - logits_profile_predictions_loss: 355.0351 - logcount_predictions_loss: 0.2284 111/1615 [=>............................] - ETA: 14:08 - loss: 358.6608 - logits_profile_predictions_loss: 355.0295 - logcount_predictions_loss: 0.2284 112/1615 [=>............................] - ETA: 14:08 - loss: 358.6532 - logits_profile_predictions_loss: 355.0218 - logcount_predictions_loss: 0.2284 113/1615 [=>............................] - ETA: 14:07 - loss: 358.6507 - logits_profile_predictions_loss: 355.0192 - logcount_predictions_loss: 0.2284 114/1615 [=>............................] - ETA: 14:06 - loss: 358.6485 - logits_profile_predictions_loss: 355.0170 - logcount_predictions_loss: 0.2284 115/1615 [=>............................] - ETA: 14:06 - loss: 358.6429 - logits_profile_predictions_loss: 355.0114 - logcount_predictions_loss: 0.2284 116/1615 [=>............................] - ETA: 14:05 - loss: 358.6384 - logits_profile_predictions_loss: 355.0068 - logcount_predictions_loss: 0.2284 117/1615 [=>............................] - ETA: 14:05 - loss: 358.6325 - logits_profile_predictions_loss: 355.0011 - logcount_predictions_loss: 0.2284 118/1615 [=>............................] - ETA: 14:04 - loss: 358.6255 - logits_profile_predictions_loss: 354.9942 - logcount_predictions_loss: 0.2284 119/1615 [=>............................] - ETA: 14:04 - loss: 358.6202 - logits_profile_predictions_loss: 354.9891 - logcount_predictions_loss: 0.2284 120/1615 [=>............................] - ETA: 14:03 - loss: 358.6158 - logits_profile_predictions_loss: 354.9850 - logcount_predictions_loss: 0.2283 121/1615 [=>............................] - ETA: 14:02 - loss: 358.6121 - logits_profile_predictions_loss: 354.9813 - logcount_predictions_loss: 0.2283 122/1615 [=>............................] - ETA: 14:02 - loss: 358.6105 - logits_profile_predictions_loss: 354.9796 - logcount_predictions_loss: 0.2284 123/1615 [=>............................] - ETA: 14:01 - loss: 358.6062 - logits_profile_predictions_loss: 354.9753 - logcount_predictions_loss: 0.2284 124/1615 [=>............................] - ETA: 14:01 - loss: 358.6018 - logits_profile_predictions_loss: 354.9708 - logcount_predictions_loss: 0.2284 125/1615 [=>............................] - ETA: 14:00 - loss: 358.5985 - logits_profile_predictions_loss: 354.9676 - logcount_predictions_loss: 0.2284 126/1615 [=>............................] - ETA: 14:00 - loss: 358.5953 - logits_profile_predictions_loss: 354.9645 - logcount_predictions_loss: 0.2283 127/1615 [=>............................] - ETA: 13:59 - loss: 358.5902 - logits_profile_predictions_loss: 354.9595 - logcount_predictions_loss: 0.2283 128/1615 [=>............................] - ETA: 13:58 - loss: 358.5853 - logits_profile_predictions_loss: 354.9547 - logcount_predictions_loss: 0.2283 129/1615 [=>............................] - ETA: 13:58 - loss: 358.5799 - logits_profile_predictions_loss: 354.9494 - logcount_predictions_loss: 0.2283 130/1615 [=>............................] - ETA: 13:57 - loss: 358.5747 - logits_profile_predictions_loss: 354.9442 - logcount_predictions_loss: 0.2283 131/1615 [=>............................] - ETA: 13:57 - loss: 358.5702 - logits_profile_predictions_loss: 354.9397 - logcount_predictions_loss: 0.2283 132/1615 [=>............................] - ETA: 13:56 - loss: 358.5661 - logits_profile_predictions_loss: 354.9356 - logcount_predictions_loss: 0.2283 133/1615 [=>............................] - ETA: 13:56 - loss: 358.5624 - logits_profile_predictions_loss: 354.9319 - logcount_predictions_loss: 0.2283 134/1615 [=>............................] - ETA: 13:55 - loss: 358.5603 - logits_profile_predictions_loss: 354.9299 - logcount_predictions_loss: 0.2283 135/1615 [=>............................] - ETA: 13:55 - loss: 358.5589 - logits_profile_predictions_loss: 354.9285 - logcount_predictions_loss: 0.2283 136/1615 [=>............................] - ETA: 13:54 - loss: 358.5561 - logits_profile_predictions_loss: 354.9257 - logcount_predictions_loss: 0.2283 137/1615 [=>............................] - ETA: 13:53 - loss: 358.5520 - logits_profile_predictions_loss: 354.9217 - logcount_predictions_loss: 0.2283 138/1615 [=>............................] - ETA: 13:53 - loss: 358.5475 - logits_profile_predictions_loss: 354.9172 - logcount_predictions_loss: 0.2283 139/1615 [=>............................] - ETA: 13:52 - loss: 358.5447 - logits_profile_predictions_loss: 354.9143 - logcount_predictions_loss: 0.2283 140/1615 [=>............................] - ETA: 13:52 - loss: 358.5425 - logits_profile_predictions_loss: 354.9120 - logcount_predictions_loss: 0.2283 141/1615 [=>............................] - ETA: 13:51 - loss: 358.5396 - logits_profile_predictions_loss: 354.9090 - logcount_predictions_loss: 0.2283 142/1615 [=>............................] - ETA: 13:51 - loss: 358.5345 - logits_profile_predictions_loss: 354.9039 - logcount_predictions_loss: 0.2283 143/1615 [=>............................] - ETA: 13:50 - loss: 358.5314 - logits_profile_predictions_loss: 354.9009 - logcount_predictions_loss: 0.2283 144/1615 [=>............................] - ETA: 13:50 - loss: 358.5261 - logits_profile_predictions_loss: 354.8957 - logcount_predictions_loss: 0.2283 145/1615 [=>............................] - ETA: 13:49 - loss: 358.5198 - logits_profile_predictions_loss: 354.8893 - logcount_predictions_loss: 0.2283 146/1615 [=>............................] - ETA: 13:48 - loss: 358.5132 - logits_profile_predictions_loss: 354.8827 - logcount_predictions_loss: 0.2283 147/1615 [=>............................] - ETA: 13:48 - loss: 358.5080 - logits_profile_predictions_loss: 354.8774 - logcount_predictions_loss: 0.2283 148/1615 [=>............................] - ETA: 13:47 - loss: 358.5018 - logits_profile_predictions_loss: 354.8713 - logcount_predictions_loss: 0.2283 149/1615 [=>............................] - ETA: 13:47 - loss: 358.4945 - logits_profile_predictions_loss: 354.8639 - logcount_predictions_loss: 0.2283 150/1615 [=>............................] - ETA: 13:46 - loss: 358.4863 - logits_profile_predictions_loss: 354.8557 - logcount_predictions_loss: 0.2283 151/1615 [=>............................] - ETA: 13:46 - loss: 358.4802 - logits_profile_predictions_loss: 354.8496 - logcount_predictions_loss: 0.2283 152/1615 [=>............................] - ETA: 13:45 - loss: 358.4727 - logits_profile_predictions_loss: 354.8421 - logcount_predictions_loss: 0.2283 153/1615 [=>............................] - ETA: 13:44 - loss: 358.4650 - 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[============================>.] - ETA: 21s - loss: 355.1388 - logits_profile_predictions_loss: 351.4996 - logcount_predictions_loss: 0.2289 1578/1615 [============================>.] - ETA: 20s - loss: 355.1381 - logits_profile_predictions_loss: 351.4989 - logcount_predictions_loss: 0.2289 1579/1615 [============================>.] - ETA: 20s - loss: 355.1374 - logits_profile_predictions_loss: 351.4982 - logcount_predictions_loss: 0.2289 1580/1615 [============================>.] - ETA: 19s - loss: 355.1368 - logits_profile_predictions_loss: 351.4976 - logcount_predictions_loss: 0.2289 1581/1615 [============================>.] - ETA: 19s - loss: 355.1361 - logits_profile_predictions_loss: 351.4969 - logcount_predictions_loss: 0.2289 1582/1615 [============================>.] - ETA: 18s - loss: 355.1355 - logits_profile_predictions_loss: 351.4963 - logcount_predictions_loss: 0.2289 1583/1615 [============================>.] - ETA: 18s - loss: 355.1348 - 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[============================>.] - ETA: 14s - loss: 355.1302 - logits_profile_predictions_loss: 351.4910 - logcount_predictions_loss: 0.2289 1591/1615 [============================>.] - ETA: 13s - loss: 355.1296 - logits_profile_predictions_loss: 351.4903 - logcount_predictions_loss: 0.2289 1592/1615 [============================>.] - ETA: 12s - loss: 355.1290 - logits_profile_predictions_loss: 351.4897 - logcount_predictions_loss: 0.2289 1593/1615 [============================>.] - ETA: 12s - loss: 355.1283 - logits_profile_predictions_loss: 351.4891 - logcount_predictions_loss: 0.2289 1594/1615 [============================>.] - ETA: 11s - loss: 355.1277 - logits_profile_predictions_loss: 351.4884 - logcount_predictions_loss: 0.2289 1595/1615 [============================>.] - ETA: 11s - loss: 355.1271 - logits_profile_predictions_loss: 351.4878 - logcount_predictions_loss: 0.2289 1596/1615 [============================>.] - ETA: 10s - loss: 355.1264 - 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[============================>.] - ETA: 6s - loss: 355.1220 - logits_profile_predictions_loss: 351.4827 - logcount_predictions_loss: 0.2289 1604/1615 [============================>.] - ETA: 6s - loss: 355.1213 - logits_profile_predictions_loss: 351.4820 - logcount_predictions_loss: 0.2289 1605/1615 [============================>.] - ETA: 5s - loss: 355.1207 - logits_profile_predictions_loss: 351.4814 - logcount_predictions_loss: 0.2289 1606/1615 [============================>.] - ETA: 5s - loss: 355.1201 - logits_profile_predictions_loss: 351.4807 - logcount_predictions_loss: 0.2289 1607/1615 [============================>.] - ETA: 4s - loss: 355.1194 - logits_profile_predictions_loss: 351.4801 - logcount_predictions_loss: 0.2289 1608/1615 [============================>.] - ETA: 3s - loss: 355.1187 - logits_profile_predictions_loss: 351.4794 - logcount_predictions_loss: 0.2289 1609/1615 [============================>.] - ETA: 3s - loss: 355.1181 - logits_profile_predictions_loss: 351.4787 - logcount_predictions_loss: 0.2289 1610/1615 [============================>.] - ETA: 2s - loss: 355.1174 - logits_profile_predictions_loss: 351.4781 - logcount_predictions_loss: 0.2289 1611/1615 [============================>.] - ETA: 2s - loss: 355.1167 - logits_profile_predictions_loss: 351.4774 - logcount_predictions_loss: 0.2289 1612/1615 [============================>.] - ETA: 1s - loss: 355.1160 - logits_profile_predictions_loss: 351.4767 - logcount_predictions_loss: 0.2289 1613/1615 [============================>.] - ETA: 1s - loss: 355.1153 - logits_profile_predictions_loss: 351.4760 - logcount_predictions_loss: 0.2289 1614/1615 [============================>.] - ETA: 0s - loss: 355.1146 - logits_profile_predictions_loss: 351.4753 - logcount_predictions_loss: 0.2289 1615/1615 [==============================] - ETA: 0s - loss: 355.1140 - logits_profile_predictions_loss: 351.4746 - logcount_predictions_loss: 0.2289 1615/1615 [==============================] - 944s 584ms/step - loss: 355.1133 - logits_profile_predictions_loss: 351.4739 - logcount_predictions_loss: 0.2289 - val_loss: 410.7671 - val_logits_profile_predictions_loss: 403.9939 - val_logcount_predictions_loss: 0.4260 Epoch 00016: val_loss did not improve from 408.96866 Epoch 17/50 1/1615 [..............................] - ETA: 15:46 - loss: 377.0946 - logits_profile_predictions_loss: 372.5463 - logcount_predictions_loss: 0.2861 2/1615 [..............................] - ETA: 15:11 - loss: 381.5385 - logits_profile_predictions_loss: 377.3958 - logcount_predictions_loss: 0.2605 3/1615 [..............................] - ETA: 15:10 - loss: 381.8072 - logits_profile_predictions_loss: 377.7910 - logcount_predictions_loss: 0.2526 4/1615 [..............................] - ETA: 15:09 - loss: 380.2319 - logits_profile_predictions_loss: 376.3145 - logcount_predictions_loss: 0.2464 5/1615 [..............................] - ETA: 15:09 - loss: 377.4202 - logits_profile_predictions_loss: 373.5789 - logcount_predictions_loss: 0.2416 6/1615 [..............................] - ETA: 15:08 - loss: 376.5405 - logits_profile_predictions_loss: 372.7357 - logcount_predictions_loss: 0.2393 7/1615 [..............................] - ETA: 15:07 - loss: 374.9536 - logits_profile_predictions_loss: 371.1908 - logcount_predictions_loss: 0.2367 8/1615 [..............................] - ETA: 15:07 - loss: 374.0906 - logits_profile_predictions_loss: 370.3318 - logcount_predictions_loss: 0.2364 9/1615 [..............................] - ETA: 15:06 - loss: 373.3023 - logits_profile_predictions_loss: 369.5570 - logcount_predictions_loss: 0.2356 10/1615 [..............................] - ETA: 15:05 - loss: 372.7746 - logits_profile_predictions_loss: 369.0246 - logcount_predictions_loss: 0.2359 11/1615 [..............................] - ETA: 15:05 - loss: 372.1262 - logits_profile_predictions_loss: 368.3751 - logcount_predictions_loss: 0.2359 12/1615 [..............................] - ETA: 15:04 - loss: 371.1415 - logits_profile_predictions_loss: 367.3897 - logcount_predictions_loss: 0.2360 13/1615 [..............................] - ETA: 15:04 - loss: 370.0503 - logits_profile_predictions_loss: 366.3012 - logcount_predictions_loss: 0.2358 14/1615 [..............................] - ETA: 15:03 - loss: 369.2916 - logits_profile_predictions_loss: 365.5496 - logcount_predictions_loss: 0.2353 15/1615 [..............................] - ETA: 15:03 - loss: 368.6461 - logits_profile_predictions_loss: 364.9132 - logcount_predictions_loss: 0.2348 16/1615 [..............................] - ETA: 15:02 - loss: 367.9071 - logits_profile_predictions_loss: 364.1816 - logcount_predictions_loss: 0.2343 17/1615 [..............................] - ETA: 15:01 - loss: 367.2693 - logits_profile_predictions_loss: 363.5524 - logcount_predictions_loss: 0.2338 18/1615 [..............................] - ETA: 15:01 - loss: 366.7059 - logits_profile_predictions_loss: 362.9946 - logcount_predictions_loss: 0.2334 19/1615 [..............................] - ETA: 15:00 - loss: 366.1264 - logits_profile_predictions_loss: 362.4217 - logcount_predictions_loss: 0.2330 20/1615 [..............................] - ETA: 15:00 - loss: 365.6911 - logits_profile_predictions_loss: 361.9916 - logcount_predictions_loss: 0.2327 21/1615 [..............................] - ETA: 14:59 - loss: 365.3167 - logits_profile_predictions_loss: 361.6220 - logcount_predictions_loss: 0.2324 22/1615 [..............................] - ETA: 14:59 - loss: 364.9608 - logits_profile_predictions_loss: 361.2696 - logcount_predictions_loss: 0.2322 23/1615 [..............................] - ETA: 14:58 - loss: 364.6294 - logits_profile_predictions_loss: 360.9414 - logcount_predictions_loss: 0.2319 24/1615 [..............................] - ETA: 14:57 - loss: 364.3523 - logits_profile_predictions_loss: 360.6687 - logcount_predictions_loss: 0.2317 25/1615 [..............................] - ETA: 14:57 - loss: 364.0899 - logits_profile_predictions_loss: 360.4115 - logcount_predictions_loss: 0.2313 26/1615 [..............................] - ETA: 14:56 - loss: 363.8605 - logits_profile_predictions_loss: 360.1872 - logcount_predictions_loss: 0.2310 27/1615 [..............................] - ETA: 14:56 - loss: 363.6579 - logits_profile_predictions_loss: 359.9900 - logcount_predictions_loss: 0.2307 28/1615 [..............................] - ETA: 14:55 - loss: 363.4882 - logits_profile_predictions_loss: 359.8242 - logcount_predictions_loss: 0.2304 29/1615 [..............................] - ETA: 14:55 - loss: 363.3354 - logits_profile_predictions_loss: 359.6753 - logcount_predictions_loss: 0.2302 30/1615 [..............................] - ETA: 14:54 - loss: 363.1878 - logits_profile_predictions_loss: 359.5315 - logcount_predictions_loss: 0.2300 31/1615 [..............................] - ETA: 14:53 - loss: 363.0550 - logits_profile_predictions_loss: 359.4035 - logcount_predictions_loss: 0.2297 32/1615 [..............................] - ETA: 14:53 - loss: 362.8619 - logits_profile_predictions_loss: 359.2155 - logcount_predictions_loss: 0.2293 33/1615 [..............................] - ETA: 14:52 - loss: 362.6950 - logits_profile_predictions_loss: 359.0543 - logcount_predictions_loss: 0.2290 34/1615 [..............................] - ETA: 14:52 - loss: 362.5676 - logits_profile_predictions_loss: 358.9304 - logcount_predictions_loss: 0.2288 35/1615 [..............................] - ETA: 14:51 - loss: 362.4440 - logits_profile_predictions_loss: 358.8098 - logcount_predictions_loss: 0.2286 36/1615 [..............................] - ETA: 14:51 - loss: 362.2996 - logits_profile_predictions_loss: 358.6677 - logcount_predictions_loss: 0.2284 37/1615 [..............................] - ETA: 14:50 - loss: 362.1998 - logits_profile_predictions_loss: 358.5696 - logcount_predictions_loss: 0.2283 38/1615 [..............................] - ETA: 14:49 - loss: 362.1105 - logits_profile_predictions_loss: 358.4818 - logcount_predictions_loss: 0.2282 39/1615 [..............................] - ETA: 14:49 - loss: 361.9908 - logits_profile_predictions_loss: 358.3644 - logcount_predictions_loss: 0.2281 40/1615 [..............................] - ETA: 14:48 - loss: 361.8735 - logits_profile_predictions_loss: 358.2495 - logcount_predictions_loss: 0.2279 41/1615 [..............................] - ETA: 14:48 - loss: 361.7377 - logits_profile_predictions_loss: 358.1166 - logcount_predictions_loss: 0.2277 42/1615 [..............................] - ETA: 14:47 - loss: 361.6067 - logits_profile_predictions_loss: 357.9888 - logcount_predictions_loss: 0.2275 43/1615 [..............................] - ETA: 14:47 - loss: 361.4905 - logits_profile_predictions_loss: 357.8752 - logcount_predictions_loss: 0.2274 44/1615 [..............................] - ETA: 14:46 - loss: 361.3604 - logits_profile_predictions_loss: 357.7475 - logcount_predictions_loss: 0.2272 45/1615 [..............................] - ETA: 14:46 - loss: 361.2154 - logits_profile_predictions_loss: 357.6047 - logcount_predictions_loss: 0.2271 46/1615 [..............................] - ETA: 14:45 - loss: 361.0629 - logits_profile_predictions_loss: 357.4541 - logcount_predictions_loss: 0.2270 47/1615 [..............................] - ETA: 14:44 - loss: 360.9151 - logits_profile_predictions_loss: 357.3082 - logcount_predictions_loss: 0.2268 48/1615 [..............................] - ETA: 14:44 - loss: 360.7647 - logits_profile_predictions_loss: 357.1595 - logcount_predictions_loss: 0.2267 49/1615 [..............................] - ETA: 14:43 - loss: 360.6125 - logits_profile_predictions_loss: 357.0086 - logcount_predictions_loss: 0.2267 50/1615 [..............................] - ETA: 14:43 - loss: 360.4787 - logits_profile_predictions_loss: 356.8765 - logcount_predictions_loss: 0.2266 51/1615 [..............................] - ETA: 14:42 - loss: 360.3395 - logits_profile_predictions_loss: 356.7387 - logcount_predictions_loss: 0.2265 52/1615 [..............................] - ETA: 14:42 - loss: 360.2055 - logits_profile_predictions_loss: 356.6062 - logcount_predictions_loss: 0.2264 53/1615 [..............................] - ETA: 14:41 - loss: 360.0731 - logits_profile_predictions_loss: 356.4751 - logcount_predictions_loss: 0.2263 54/1615 [>.............................] - ETA: 14:40 - loss: 359.9397 - logits_profile_predictions_loss: 356.3433 - logcount_predictions_loss: 0.2262 55/1615 [>.............................] - ETA: 14:40 - loss: 359.8149 - logits_profile_predictions_loss: 356.2203 - logcount_predictions_loss: 0.2261 56/1615 [>.............................] - ETA: 14:39 - loss: 359.6948 - logits_profile_predictions_loss: 356.1021 - logcount_predictions_loss: 0.2260 57/1615 [>.............................] - ETA: 14:39 - loss: 359.5825 - logits_profile_predictions_loss: 355.9916 - logcount_predictions_loss: 0.2258 58/1615 [>.............................] - ETA: 14:38 - loss: 359.4593 - logits_profile_predictions_loss: 355.8703 - logcount_predictions_loss: 0.2257 59/1615 [>.............................] - ETA: 14:38 - loss: 359.3426 - logits_profile_predictions_loss: 355.7557 - logcount_predictions_loss: 0.2256 60/1615 [>.............................] - ETA: 14:37 - loss: 359.2327 - logits_profile_predictions_loss: 355.6476 - logcount_predictions_loss: 0.2255 61/1615 [>.............................] - ETA: 14:37 - loss: 359.1231 - logits_profile_predictions_loss: 355.5398 - logcount_predictions_loss: 0.2254 62/1615 [>.............................] - ETA: 14:36 - loss: 359.0191 - logits_profile_predictions_loss: 355.4377 - logcount_predictions_loss: 0.2252 63/1615 [>.............................] - ETA: 14:35 - loss: 358.9213 - logits_profile_predictions_loss: 355.3418 - logcount_predictions_loss: 0.2251 64/1615 [>.............................] - ETA: 14:35 - loss: 358.8365 - 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logits_profile_predictions_loss: 352.0489 - logcount_predictions_loss: 0.2175 195/1615 [==>...........................] - ETA: 13:21 - loss: 355.5030 - logits_profile_predictions_loss: 352.0451 - logcount_predictions_loss: 0.2175 196/1615 [==>...........................] - ETA: 13:20 - loss: 355.4989 - logits_profile_predictions_loss: 352.0415 - logcount_predictions_loss: 0.2174 197/1615 [==>...........................] - ETA: 13:20 - loss: 355.4935 - logits_profile_predictions_loss: 352.0365 - logcount_predictions_loss: 0.2174 198/1615 [==>...........................] - ETA: 13:19 - loss: 355.4895 - logits_profile_predictions_loss: 352.0329 - logcount_predictions_loss: 0.2174 199/1615 [==>...........................] - ETA: 13:19 - loss: 355.4863 - logits_profile_predictions_loss: 352.0302 - logcount_predictions_loss: 0.2174 200/1615 [==>...........................] - ETA: 13:18 - loss: 355.4841 - logits_profile_predictions_loss: 352.0286 - logcount_predictions_loss: 0.2173 201/1615 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logits_profile_predictions_loss: 352.0172 - logcount_predictions_loss: 0.2171 208/1615 [==>...........................] - ETA: 13:14 - loss: 355.4682 - logits_profile_predictions_loss: 352.0163 - logcount_predictions_loss: 0.2171 209/1615 [==>...........................] - ETA: 13:13 - loss: 355.4674 - logits_profile_predictions_loss: 352.0160 - logcount_predictions_loss: 0.2171 210/1615 [==>...........................] - ETA: 13:12 - loss: 355.4658 - logits_profile_predictions_loss: 352.0149 - logcount_predictions_loss: 0.2170 211/1615 [==>...........................] - ETA: 13:12 - loss: 355.4649 - logits_profile_predictions_loss: 352.0145 - logcount_predictions_loss: 0.2170 212/1615 [==>...........................] - ETA: 13:11 - loss: 355.4628 - logits_profile_predictions_loss: 352.0129 - logcount_predictions_loss: 0.2170 213/1615 [==>...........................] - ETA: 13:11 - loss: 355.4600 - logits_profile_predictions_loss: 352.0106 - logcount_predictions_loss: 0.2169 214/1615 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logits_profile_predictions_loss: 351.9833 - logcount_predictions_loss: 0.2167 221/1615 [===>..........................] - ETA: 13:06 - loss: 355.4241 - logits_profile_predictions_loss: 351.9788 - logcount_predictions_loss: 0.2167 222/1615 [===>..........................] - ETA: 13:06 - loss: 355.4195 - logits_profile_predictions_loss: 351.9747 - logcount_predictions_loss: 0.2166 223/1615 [===>..........................] - ETA: 13:05 - loss: 355.4142 - logits_profile_predictions_loss: 351.9700 - logcount_predictions_loss: 0.2166 224/1615 [===>..........................] - ETA: 13:05 - loss: 355.4087 - logits_profile_predictions_loss: 351.9649 - logcount_predictions_loss: 0.2166 225/1615 [===>..........................] - ETA: 13:04 - loss: 355.4032 - logits_profile_predictions_loss: 351.9599 - logcount_predictions_loss: 0.2166 226/1615 [===>..........................] - ETA: 13:03 - loss: 355.3967 - logits_profile_predictions_loss: 351.9539 - logcount_predictions_loss: 0.2165 227/1615 [===>..........................] - ETA: 13:03 - loss: 355.3895 - logits_profile_predictions_loss: 351.9472 - logcount_predictions_loss: 0.2165 228/1615 [===>..........................] - ETA: 13:02 - loss: 355.3824 - logits_profile_predictions_loss: 351.9405 - logcount_predictions_loss: 0.2165 229/1615 [===>..........................] - ETA: 13:02 - loss: 355.3750 - logits_profile_predictions_loss: 351.9336 - logcount_predictions_loss: 0.2164 230/1615 [===>..........................] - ETA: 13:01 - loss: 355.3677 - logits_profile_predictions_loss: 351.9268 - logcount_predictions_loss: 0.2164 231/1615 [===>..........................] - ETA: 13:01 - loss: 355.3607 - logits_profile_predictions_loss: 351.9202 - logcount_predictions_loss: 0.2164 232/1615 [===>..........................] - ETA: 13:00 - loss: 355.3529 - logits_profile_predictions_loss: 351.9129 - logcount_predictions_loss: 0.2163 233/1615 [===>..........................] - ETA: 13:00 - loss: 355.3449 - logits_profile_predictions_loss: 351.9054 - logcount_predictions_loss: 0.2163 234/1615 [===>..........................] - ETA: 12:59 - loss: 355.3373 - logits_profile_predictions_loss: 351.8983 - logcount_predictions_loss: 0.2163 235/1615 [===>..........................] - ETA: 12:58 - loss: 355.3291 - logits_profile_predictions_loss: 351.8905 - logcount_predictions_loss: 0.2163 236/1615 [===>..........................] - ETA: 12:58 - loss: 355.3209 - logits_profile_predictions_loss: 351.8828 - logcount_predictions_loss: 0.2162 237/1615 [===>..........................] - ETA: 12:57 - loss: 355.3131 - logits_profile_predictions_loss: 351.8755 - logcount_predictions_loss: 0.2162 238/1615 [===>..........................] - ETA: 12:57 - loss: 355.3048 - logits_profile_predictions_loss: 351.8677 - logcount_predictions_loss: 0.2162 239/1615 [===>..........................] - ETA: 12:56 - loss: 355.2963 - logits_profile_predictions_loss: 351.8597 - logcount_predictions_loss: 0.2161 240/1615 [===>..........................] - ETA: 12:56 - loss: 355.2878 - logits_profile_predictions_loss: 351.8518 - logcount_predictions_loss: 0.2161 241/1615 [===>..........................] - ETA: 12:55 - loss: 355.2794 - logits_profile_predictions_loss: 351.8438 - logcount_predictions_loss: 0.2161 242/1615 [===>..........................] - ETA: 12:54 - loss: 355.2708 - logits_profile_predictions_loss: 351.8357 - logcount_predictions_loss: 0.2160 243/1615 [===>..........................] - ETA: 12:54 - loss: 355.2618 - logits_profile_predictions_loss: 351.8272 - logcount_predictions_loss: 0.2160 244/1615 [===>..........................] - ETA: 12:53 - loss: 355.2522 - logits_profile_predictions_loss: 351.8181 - logcount_predictions_loss: 0.2160 245/1615 [===>..........................] - ETA: 12:53 - loss: 355.2425 - logits_profile_predictions_loss: 351.8089 - logcount_predictions_loss: 0.2159 246/1615 [===>..........................] - ETA: 12:52 - loss: 355.2329 - logits_profile_predictions_loss: 351.7998 - logcount_predictions_loss: 0.2159 247/1615 [===>..........................] - ETA: 12:52 - loss: 355.2232 - logits_profile_predictions_loss: 351.7906 - logcount_predictions_loss: 0.2159 248/1615 [===>..........................] - ETA: 12:51 - loss: 355.2141 - logits_profile_predictions_loss: 351.7819 - logcount_predictions_loss: 0.2159 249/1615 [===>..........................] - ETA: 12:51 - loss: 355.2043 - logits_profile_predictions_loss: 351.7726 - logcount_predictions_loss: 0.2158 250/1615 [===>..........................] - ETA: 12:50 - loss: 355.1938 - logits_profile_predictions_loss: 351.7626 - logcount_predictions_loss: 0.2158 251/1615 [===>..........................] - ETA: 12:49 - loss: 355.1833 - logits_profile_predictions_loss: 351.7526 - logcount_predictions_loss: 0.2158 252/1615 [===>..........................] - ETA: 12:49 - loss: 355.1736 - logits_profile_predictions_loss: 351.7433 - logcount_predictions_loss: 0.2157 253/1615 [===>..........................] - ETA: 12:48 - loss: 355.1639 - logits_profile_predictions_loss: 351.7342 - logcount_predictions_loss: 0.2157 254/1615 [===>..........................] - ETA: 12:48 - loss: 355.1549 - logits_profile_predictions_loss: 351.7256 - logcount_predictions_loss: 0.2157 255/1615 [===>..........................] - ETA: 12:47 - loss: 355.1461 - logits_profile_predictions_loss: 351.7174 - logcount_predictions_loss: 0.2156 256/1615 [===>..........................] - ETA: 12:47 - loss: 355.1365 - logits_profile_predictions_loss: 351.7082 - logcount_predictions_loss: 0.2156 257/1615 [===>..........................] - ETA: 12:46 - loss: 355.1274 - logits_profile_predictions_loss: 351.6996 - logcount_predictions_loss: 0.2156 258/1615 [===>..........................] - ETA: 12:45 - loss: 355.1188 - logits_profile_predictions_loss: 351.6915 - logcount_predictions_loss: 0.2155 259/1615 [===>..........................] - ETA: 12:45 - loss: 355.1100 - logits_profile_predictions_loss: 351.6832 - logcount_predictions_loss: 0.2155 260/1615 [===>..........................] - ETA: 12:43 - loss: 355.1009 - logits_profile_predictions_loss: 351.6746 - logcount_predictions_loss: 0.2155 261/1615 [===>..........................] - ETA: 12:42 - loss: 355.0910 - logits_profile_predictions_loss: 351.6652 - logcount_predictions_loss: 0.2155 262/1615 [===>..........................] - ETA: 12:42 - loss: 355.0819 - logits_profile_predictions_loss: 351.6565 - logcount_predictions_loss: 0.2154 263/1615 [===>..........................] - ETA: 12:41 - loss: 355.0723 - logits_profile_predictions_loss: 351.6475 - logcount_predictions_loss: 0.2154 264/1615 [===>..........................] - ETA: 12:41 - loss: 355.0627 - logits_profile_predictions_loss: 351.6384 - logcount_predictions_loss: 0.2154 265/1615 [===>..........................] - ETA: 12:40 - loss: 355.0532 - logits_profile_predictions_loss: 351.6293 - logcount_predictions_loss: 0.2153 266/1615 [===>..........................] - ETA: 12:40 - loss: 355.0434 - logits_profile_predictions_loss: 351.6201 - logcount_predictions_loss: 0.2153 267/1615 [===>..........................] - ETA: 12:39 - loss: 355.0337 - logits_profile_predictions_loss: 351.6108 - logcount_predictions_loss: 0.2153 268/1615 [===>..........................] - ETA: 12:39 - loss: 355.0241 - logits_profile_predictions_loss: 351.6017 - logcount_predictions_loss: 0.2152 269/1615 [===>..........................] - ETA: 12:38 - loss: 355.0143 - logits_profile_predictions_loss: 351.5924 - logcount_predictions_loss: 0.2152 270/1615 [====>.........................] - ETA: 12:37 - loss: 355.0048 - logits_profile_predictions_loss: 351.5833 - logcount_predictions_loss: 0.2152 271/1615 [====>.........................] - ETA: 12:37 - loss: 354.9954 - logits_profile_predictions_loss: 351.5744 - logcount_predictions_loss: 0.2151 272/1615 [====>.........................] - ETA: 12:36 - loss: 354.9864 - logits_profile_predictions_loss: 351.5659 - logcount_predictions_loss: 0.2151 273/1615 [====>.........................] - ETA: 12:36 - loss: 354.9778 - logits_profile_predictions_loss: 351.5577 - logcount_predictions_loss: 0.2151 274/1615 [====>.........................] - ETA: 12:35 - loss: 354.9690 - logits_profile_predictions_loss: 351.5494 - logcount_predictions_loss: 0.2151 275/1615 [====>.........................] - ETA: 12:35 - loss: 354.9605 - logits_profile_predictions_loss: 351.5413 - logcount_predictions_loss: 0.2150 276/1615 [====>.........................] - ETA: 12:34 - loss: 354.9521 - logits_profile_predictions_loss: 351.5333 - logcount_predictions_loss: 0.2150 277/1615 [====>.........................] - ETA: 12:34 - loss: 354.9436 - logits_profile_predictions_loss: 351.5253 - logcount_predictions_loss: 0.2150 278/1615 [====>.........................] - ETA: 12:33 - loss: 354.9352 - logits_profile_predictions_loss: 351.5173 - logcount_predictions_loss: 0.2150 279/1615 [====>.........................] - ETA: 12:32 - loss: 354.9270 - logits_profile_predictions_loss: 351.5096 - logcount_predictions_loss: 0.2149 280/1615 [====>.........................] - ETA: 12:32 - loss: 354.9187 - logits_profile_predictions_loss: 351.5017 - logcount_predictions_loss: 0.2149 281/1615 [====>.........................] - ETA: 12:31 - loss: 354.9102 - logits_profile_predictions_loss: 351.4937 - logcount_predictions_loss: 0.2149 282/1615 [====>.........................] - ETA: 12:31 - loss: 354.9018 - logits_profile_predictions_loss: 351.4857 - logcount_predictions_loss: 0.2148 283/1615 [====>.........................] - ETA: 12:30 - loss: 354.8933 - logits_profile_predictions_loss: 351.4777 - logcount_predictions_loss: 0.2148 284/1615 [====>.........................] - ETA: 12:30 - loss: 354.8845 - logits_profile_predictions_loss: 351.4693 - logcount_predictions_loss: 0.2148 285/1615 [====>.........................] - ETA: 12:29 - loss: 354.8755 - logits_profile_predictions_loss: 351.4608 - logcount_predictions_loss: 0.2148 286/1615 [====>.........................] - ETA: 12:29 - loss: 354.8665 - logits_profile_predictions_loss: 351.4523 - logcount_predictions_loss: 0.2147 287/1615 [====>.........................] - ETA: 12:28 - loss: 354.8576 - logits_profile_predictions_loss: 351.4438 - logcount_predictions_loss: 0.2147 288/1615 [====>.........................] - ETA: 12:27 - loss: 354.8487 - logits_profile_predictions_loss: 351.4354 - logcount_predictions_loss: 0.2147 289/1615 [====>.........................] - ETA: 12:27 - loss: 354.8403 - logits_profile_predictions_loss: 351.4275 - logcount_predictions_loss: 0.2146 290/1615 [====>.........................] - ETA: 12:26 - loss: 354.8321 - logits_profile_predictions_loss: 351.4198 - logcount_predictions_loss: 0.2146 291/1615 [====>.........................] - ETA: 12:26 - loss: 354.8243 - logits_profile_predictions_loss: 351.4124 - logcount_predictions_loss: 0.2146 292/1615 [====>.........................] - ETA: 12:25 - loss: 354.8164 - logits_profile_predictions_loss: 351.4049 - logcount_predictions_loss: 0.2145 293/1615 [====>.........................] - ETA: 12:25 - loss: 354.8084 - logits_profile_predictions_loss: 351.3974 - logcount_predictions_loss: 0.2145 294/1615 [====>.........................] - ETA: 12:24 - loss: 354.8006 - logits_profile_predictions_loss: 351.3901 - logcount_predictions_loss: 0.2145 295/1615 [====>.........................] - ETA: 12:23 - loss: 354.7924 - logits_profile_predictions_loss: 351.3824 - logcount_predictions_loss: 0.2145 296/1615 [====>.........................] - ETA: 12:23 - loss: 354.7842 - logits_profile_predictions_loss: 351.3746 - logcount_predictions_loss: 0.2144 297/1615 [====>.........................] - ETA: 12:22 - loss: 354.7760 - logits_profile_predictions_loss: 351.3669 - logcount_predictions_loss: 0.2144 298/1615 [====>.........................] - ETA: 12:22 - loss: 354.7678 - logits_profile_predictions_loss: 351.3592 - logcount_predictions_loss: 0.2144 299/1615 [====>.........................] - ETA: 12:21 - loss: 354.7595 - logits_profile_predictions_loss: 351.3514 - logcount_predictions_loss: 0.2143 300/1615 [====>.........................] - ETA: 12:21 - loss: 354.7513 - logits_profile_predictions_loss: 351.3436 - logcount_predictions_loss: 0.2143 301/1615 [====>.........................] - ETA: 12:20 - loss: 354.7431 - logits_profile_predictions_loss: 351.3358 - logcount_predictions_loss: 0.2143 302/1615 [====>.........................] - ETA: 12:20 - loss: 354.7353 - logits_profile_predictions_loss: 351.3284 - logcount_predictions_loss: 0.2143 303/1615 [====>.........................] - ETA: 12:19 - loss: 354.7277 - logits_profile_predictions_loss: 351.3212 - logcount_predictions_loss: 0.2142 304/1615 [====>.........................] - ETA: 12:18 - loss: 354.7198 - logits_profile_predictions_loss: 351.3136 - logcount_predictions_loss: 0.2142 305/1615 [====>.........................] - ETA: 12:18 - loss: 354.7118 - logits_profile_predictions_loss: 351.3060 - logcount_predictions_loss: 0.2142 306/1615 [====>.........................] - ETA: 12:17 - loss: 354.7043 - logits_profile_predictions_loss: 351.2989 - logcount_predictions_loss: 0.2142 307/1615 [====>.........................] - ETA: 12:17 - loss: 354.6967 - logits_profile_predictions_loss: 351.2916 - logcount_predictions_loss: 0.2141 308/1615 [====>.........................] - ETA: 12:16 - loss: 354.6891 - logits_profile_predictions_loss: 351.2844 - logcount_predictions_loss: 0.2141 309/1615 [====>.........................] - ETA: 12:16 - loss: 354.6818 - logits_profile_predictions_loss: 351.2775 - logcount_predictions_loss: 0.2141 310/1615 [====>.........................] - ETA: 12:15 - loss: 354.6744 - logits_profile_predictions_loss: 351.2705 - logcount_predictions_loss: 0.2141 311/1615 [====>.........................] - ETA: 12:15 - loss: 354.6672 - logits_profile_predictions_loss: 351.2635 - logcount_predictions_loss: 0.2141 312/1615 [====>.........................] - ETA: 12:14 - loss: 354.6596 - logits_profile_predictions_loss: 351.2563 - logcount_predictions_loss: 0.2140 313/1615 [====>.........................] - ETA: 12:13 - loss: 354.6517 - logits_profile_predictions_loss: 351.2488 - logcount_predictions_loss: 0.2140 314/1615 [====>.........................] - ETA: 12:13 - loss: 354.6440 - logits_profile_predictions_loss: 351.2414 - logcount_predictions_loss: 0.2140 315/1615 [====>.........................] - ETA: 12:12 - loss: 354.6358 - logits_profile_predictions_loss: 351.2336 - logcount_predictions_loss: 0.2140 316/1615 [====>.........................] - ETA: 12:12 - loss: 354.6279 - logits_profile_predictions_loss: 351.2260 - logcount_predictions_loss: 0.2139 317/1615 [====>.........................] - ETA: 12:11 - loss: 354.6200 - logits_profile_predictions_loss: 351.2185 - logcount_predictions_loss: 0.2139 318/1615 [====>.........................] - ETA: 12:11 - loss: 354.6123 - logits_profile_predictions_loss: 351.2110 - logcount_predictions_loss: 0.2139 319/1615 [====>.........................] - ETA: 12:10 - loss: 354.6046 - logits_profile_predictions_loss: 351.2036 - logcount_predictions_loss: 0.2139 320/1615 [====>.........................] - ETA: 12:10 - loss: 354.5969 - logits_profile_predictions_loss: 351.1962 - logcount_predictions_loss: 0.2139 321/1615 [====>.........................] - ETA: 12:09 - loss: 354.5894 - logits_profile_predictions_loss: 351.1891 - logcount_predictions_loss: 0.2138 322/1615 [====>.........................] - ETA: 12:08 - loss: 354.5821 - logits_profile_predictions_loss: 351.1821 - logcount_predictions_loss: 0.2138 323/1615 [=====>........................] - ETA: 12:08 - loss: 354.5747 - logits_profile_predictions_loss: 351.1750 - logcount_predictions_loss: 0.2138 324/1615 [=====>........................] - ETA: 12:07 - loss: 354.5670 - logits_profile_predictions_loss: 351.1677 - logcount_predictions_loss: 0.2138 325/1615 [=====>........................] - ETA: 12:07 - loss: 354.5597 - logits_profile_predictions_loss: 351.1607 - logcount_predictions_loss: 0.2138 326/1615 [=====>........................] - ETA: 12:06 - loss: 354.5524 - logits_profile_predictions_loss: 351.1538 - logcount_predictions_loss: 0.2137 327/1615 [=====>........................] - ETA: 12:06 - loss: 354.5450 - logits_profile_predictions_loss: 351.1467 - logcount_predictions_loss: 0.2137 328/1615 [=====>........................] - ETA: 12:05 - loss: 354.5374 - logits_profile_predictions_loss: 351.1394 - logcount_predictions_loss: 0.2137 329/1615 [=====>........................] - ETA: 12:05 - loss: 354.5300 - logits_profile_predictions_loss: 351.1323 - logcount_predictions_loss: 0.2137 330/1615 [=====>........................] - ETA: 12:04 - loss: 354.5227 - logits_profile_predictions_loss: 351.1254 - logcount_predictions_loss: 0.2137 331/1615 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loss: 351.2615 - logits_profile_predictions_loss: 347.9893 - logcount_predictions_loss: 0.2058 1606/1615 [============================>.] - ETA: 5s - loss: 351.2607 - logits_profile_predictions_loss: 347.9885 - logcount_predictions_loss: 0.2058 1607/1615 [============================>.] - ETA: 4s - loss: 351.2599 - logits_profile_predictions_loss: 347.9877 - logcount_predictions_loss: 0.2058 1608/1615 [============================>.] - ETA: 3s - loss: 351.2591 - logits_profile_predictions_loss: 347.9870 - logcount_predictions_loss: 0.2058 1609/1615 [============================>.] - ETA: 3s - loss: 351.2582 - logits_profile_predictions_loss: 347.9862 - logcount_predictions_loss: 0.2058 1610/1615 [============================>.] - ETA: 2s - loss: 351.2574 - logits_profile_predictions_loss: 347.9854 - logcount_predictions_loss: 0.2058 1611/1615 [============================>.] - ETA: 2s - loss: 351.2566 - logits_profile_predictions_loss: 347.9846 - logcount_predictions_loss: 0.2058 1612/1615 [============================>.] - ETA: 1s - loss: 351.2558 - logits_profile_predictions_loss: 347.9839 - logcount_predictions_loss: 0.2058 1613/1615 [============================>.] - ETA: 1s - loss: 351.2550 - logits_profile_predictions_loss: 347.9831 - logcount_predictions_loss: 0.2058 1614/1615 [============================>.] - ETA: 0s - loss: 351.2542 - logits_profile_predictions_loss: 347.9824 - logcount_predictions_loss: 0.2058 1615/1615 [==============================] - ETA: 0s - loss: 351.2535 - logits_profile_predictions_loss: 347.9816 - logcount_predictions_loss: 0.2058 1615/1615 [==============================] - 945s 585ms/step - loss: 351.2527 - logits_profile_predictions_loss: 347.9809 - logcount_predictions_loss: 0.2058 - val_loss: 411.3735 - val_logits_profile_predictions_loss: 404.6894 - val_logcount_predictions_loss: 0.4204 Epoch 00017: val_loss did not improve from 408.96866 Epoch 18/50 1/1615 [..............................] - ETA: 15:44 - loss: 328.4938 - logits_profile_predictions_loss: 324.2357 - logcount_predictions_loss: 0.2678 2/1615 [..............................] - ETA: 15:10 - loss: 333.6159 - logits_profile_predictions_loss: 329.5095 - logcount_predictions_loss: 0.2583 3/1615 [..............................] - ETA: 15:09 - loss: 340.2703 - logits_profile_predictions_loss: 336.3537 - logcount_predictions_loss: 0.2463 4/1615 [..............................] - ETA: 15:09 - loss: 345.2619 - logits_profile_predictions_loss: 341.5213 - logcount_predictions_loss: 0.2353 5/1615 [..............................] - ETA: 15:08 - loss: 346.5661 - logits_profile_predictions_loss: 342.9474 - logcount_predictions_loss: 0.2276 6/1615 [..............................] - ETA: 15:07 - loss: 347.3358 - logits_profile_predictions_loss: 343.7898 - logcount_predictions_loss: 0.2230 7/1615 [..............................] - ETA: 15:07 - loss: 348.4866 - logits_profile_predictions_loss: 344.9938 - logcount_predictions_loss: 0.2197 8/1615 [..............................] - ETA: 15:06 - loss: 348.8171 - logits_profile_predictions_loss: 345.3521 - logcount_predictions_loss: 0.2179 9/1615 [..............................] - ETA: 15:06 - loss: 348.8001 - logits_profile_predictions_loss: 345.3588 - logcount_predictions_loss: 0.2164 10/1615 [..............................] - ETA: 15:05 - loss: 348.6342 - logits_profile_predictions_loss: 345.2137 - logcount_predictions_loss: 0.2151 11/1615 [..............................] - ETA: 15:04 - loss: 348.3884 - logits_profile_predictions_loss: 344.9936 - logcount_predictions_loss: 0.2135 12/1615 [..............................] - ETA: 15:04 - loss: 348.1980 - logits_profile_predictions_loss: 344.8296 - logcount_predictions_loss: 0.2118 13/1615 [..............................] - ETA: 15:03 - loss: 348.2673 - logits_profile_predictions_loss: 344.9253 - logcount_predictions_loss: 0.2102 14/1615 [..............................] - ETA: 15:03 - loss: 348.4315 - logits_profile_predictions_loss: 345.1157 - logcount_predictions_loss: 0.2085 15/1615 [..............................] - ETA: 15:02 - loss: 348.4547 - logits_profile_predictions_loss: 345.1626 - logcount_predictions_loss: 0.2070 16/1615 [..............................] - ETA: 15:02 - loss: 348.6815 - logits_profile_predictions_loss: 345.4096 - logcount_predictions_loss: 0.2058 17/1615 [..............................] - ETA: 15:01 - loss: 348.9127 - logits_profile_predictions_loss: 345.6579 - logcount_predictions_loss: 0.2047 18/1615 [..............................] - ETA: 15:01 - loss: 349.1700 - logits_profile_predictions_loss: 345.9303 - logcount_predictions_loss: 0.2038 19/1615 [..............................] - ETA: 15:00 - loss: 349.4686 - logits_profile_predictions_loss: 346.2448 - logcount_predictions_loss: 0.2028 20/1615 [..............................] - ETA: 15:00 - loss: 349.6905 - logits_profile_predictions_loss: 346.4818 - logcount_predictions_loss: 0.2018 21/1615 [..............................] - ETA: 14:59 - loss: 349.8609 - logits_profile_predictions_loss: 346.6654 - logcount_predictions_loss: 0.2010 22/1615 [..............................] - ETA: 14:59 - loss: 349.9835 - logits_profile_predictions_loss: 346.7997 - logcount_predictions_loss: 0.2002 23/1615 [..............................] - ETA: 14:58 - loss: 350.0247 - logits_profile_predictions_loss: 346.8489 - logcount_predictions_loss: 0.1997 24/1615 [..............................] - ETA: 14:57 - loss: 350.0661 - logits_profile_predictions_loss: 346.8979 - logcount_predictions_loss: 0.1993 25/1615 [..............................] - ETA: 14:57 - loss: 350.1325 - logits_profile_predictions_loss: 346.9709 - logcount_predictions_loss: 0.1988 26/1615 [..............................] - ETA: 14:56 - loss: 350.2439 - logits_profile_predictions_loss: 347.0887 - logcount_predictions_loss: 0.1984 27/1615 [..............................] - ETA: 14:56 - loss: 350.3220 - logits_profile_predictions_loss: 347.1741 - logcount_predictions_loss: 0.1980 28/1615 [..............................] - ETA: 14:55 - loss: 350.3951 - logits_profile_predictions_loss: 347.2547 - logcount_predictions_loss: 0.1975 29/1615 [..............................] - ETA: 14:55 - loss: 350.4966 - logits_profile_predictions_loss: 347.3628 - logcount_predictions_loss: 0.1971 30/1615 [..............................] - ETA: 14:54 - loss: 350.5520 - logits_profile_predictions_loss: 347.4240 - logcount_predictions_loss: 0.1967 31/1615 [..............................] - ETA: 14:54 - loss: 350.6024 - logits_profile_predictions_loss: 347.4778 - logcount_predictions_loss: 0.1965 32/1615 [..............................] - ETA: 14:53 - loss: 350.6487 - logits_profile_predictions_loss: 347.5277 - logcount_predictions_loss: 0.1963 33/1615 [..............................] - ETA: 14:52 - loss: 350.6878 - logits_profile_predictions_loss: 347.5705 - logcount_predictions_loss: 0.1961 34/1615 [..............................] - ETA: 14:52 - loss: 350.7317 - logits_profile_predictions_loss: 347.6180 - logcount_predictions_loss: 0.1958 35/1615 [..............................] - ETA: 14:51 - loss: 350.7737 - logits_profile_predictions_loss: 347.6629 - logcount_predictions_loss: 0.1956 36/1615 [..............................] - ETA: 14:51 - loss: 350.7964 - logits_profile_predictions_loss: 347.6881 - logcount_predictions_loss: 0.1955 37/1615 [..............................] - ETA: 14:50 - loss: 350.8503 - logits_profile_predictions_loss: 347.7443 - logcount_predictions_loss: 0.1953 38/1615 [..............................] - ETA: 14:49 - loss: 350.8915 - logits_profile_predictions_loss: 347.7880 - logcount_predictions_loss: 0.1952 39/1615 [..............................] - ETA: 14:49 - loss: 350.9120 - logits_profile_predictions_loss: 347.8106 - logcount_predictions_loss: 0.1951 40/1615 [..............................] - ETA: 14:48 - loss: 350.9271 - logits_profile_predictions_loss: 347.8271 - logcount_predictions_loss: 0.1950 41/1615 [..............................] - ETA: 14:48 - loss: 350.9505 - logits_profile_predictions_loss: 347.8510 - logcount_predictions_loss: 0.1949 42/1615 [..............................] - ETA: 14:47 - loss: 350.9785 - logits_profile_predictions_loss: 347.8794 - logcount_predictions_loss: 0.1949 43/1615 [..............................] - ETA: 14:47 - loss: 351.0193 - logits_profile_predictions_loss: 347.9205 - logcount_predictions_loss: 0.1949 44/1615 [..............................] - ETA: 14:46 - loss: 351.0466 - logits_profile_predictions_loss: 347.9480 - logcount_predictions_loss: 0.1949 45/1615 [..............................] - ETA: 14:45 - loss: 351.0632 - logits_profile_predictions_loss: 347.9652 - logcount_predictions_loss: 0.1948 46/1615 [..............................] - ETA: 14:45 - loss: 351.0674 - logits_profile_predictions_loss: 347.9699 - logcount_predictions_loss: 0.1948 47/1615 [..............................] - ETA: 14:44 - loss: 351.0813 - logits_profile_predictions_loss: 347.9849 - logcount_predictions_loss: 0.1947 48/1615 [..............................] - ETA: 14:44 - loss: 351.0946 - logits_profile_predictions_loss: 347.9995 - logcount_predictions_loss: 0.1947 49/1615 [..............................] - ETA: 14:43 - loss: 351.1097 - logits_profile_predictions_loss: 348.0155 - logcount_predictions_loss: 0.1946 50/1615 [..............................] - ETA: 14:43 - loss: 351.1297 - logits_profile_predictions_loss: 348.0366 - logcount_predictions_loss: 0.1945 51/1615 [..............................] - ETA: 14:42 - loss: 351.1417 - logits_profile_predictions_loss: 348.0498 - logcount_predictions_loss: 0.1945 52/1615 [..............................] - ETA: 14:41 - loss: 351.1500 - logits_profile_predictions_loss: 348.0595 - logcount_predictions_loss: 0.1944 53/1615 [..............................] - ETA: 14:41 - loss: 351.1575 - logits_profile_predictions_loss: 348.0685 - logcount_predictions_loss: 0.1943 54/1615 [>.............................] - ETA: 14:40 - loss: 351.1694 - logits_profile_predictions_loss: 348.0818 - logcount_predictions_loss: 0.1942 55/1615 [>.............................] - ETA: 14:40 - loss: 351.1871 - logits_profile_predictions_loss: 348.1009 - logcount_predictions_loss: 0.1941 56/1615 [>.............................] - ETA: 14:39 - loss: 351.1935 - logits_profile_predictions_loss: 348.1081 - logcount_predictions_loss: 0.1940 57/1615 [>.............................] - ETA: 14:39 - loss: 351.1912 - logits_profile_predictions_loss: 348.1068 - logcount_predictions_loss: 0.1940 58/1615 [>.............................] - ETA: 14:38 - loss: 351.1865 - logits_profile_predictions_loss: 348.1032 - logcount_predictions_loss: 0.1939 59/1615 [>.............................] - ETA: 14:37 - loss: 351.1818 - logits_profile_predictions_loss: 348.0994 - logcount_predictions_loss: 0.1939 60/1615 [>.............................] - ETA: 14:37 - loss: 351.1722 - logits_profile_predictions_loss: 348.0905 - logcount_predictions_loss: 0.1938 61/1615 [>.............................] - ETA: 14:36 - loss: 351.1695 - logits_profile_predictions_loss: 348.0879 - logcount_predictions_loss: 0.1938 62/1615 [>.............................] - ETA: 14:36 - loss: 351.1628 - logits_profile_predictions_loss: 348.0816 - logcount_predictions_loss: 0.1938 63/1615 [>.............................] - ETA: 14:35 - loss: 351.1526 - logits_profile_predictions_loss: 348.0718 - logcount_predictions_loss: 0.1938 64/1615 [>.............................] - ETA: 14:35 - loss: 351.1251 - logits_profile_predictions_loss: 348.0447 - logcount_predictions_loss: 0.1937 65/1615 [>.............................] - ETA: 14:34 - loss: 351.0916 - logits_profile_predictions_loss: 348.0117 - logcount_predictions_loss: 0.1937 66/1615 [>.............................] - ETA: 14:33 - loss: 351.0653 - logits_profile_predictions_loss: 347.9859 - logcount_predictions_loss: 0.1937 67/1615 [>.............................] - ETA: 14:33 - loss: 351.0403 - logits_profile_predictions_loss: 347.9613 - logcount_predictions_loss: 0.1936 68/1615 [>.............................] - ETA: 14:32 - loss: 351.0157 - logits_profile_predictions_loss: 347.9372 - logcount_predictions_loss: 0.1936 69/1615 [>.............................] - ETA: 14:32 - loss: 350.9984 - logits_profile_predictions_loss: 347.9206 - logcount_predictions_loss: 0.1936 70/1615 [>.............................] - ETA: 14:31 - loss: 350.9776 - logits_profile_predictions_loss: 347.9005 - logcount_predictions_loss: 0.1935 71/1615 [>.............................] - ETA: 14:31 - loss: 350.9642 - logits_profile_predictions_loss: 347.8878 - logcount_predictions_loss: 0.1935 72/1615 [>.............................] - ETA: 14:30 - loss: 350.9539 - logits_profile_predictions_loss: 347.8781 - logcount_predictions_loss: 0.1934 73/1615 [>.............................] - ETA: 14:29 - loss: 350.9502 - logits_profile_predictions_loss: 347.8752 - logcount_predictions_loss: 0.1934 74/1615 [>.............................] - ETA: 14:29 - loss: 350.9431 - logits_profile_predictions_loss: 347.8689 - logcount_predictions_loss: 0.1933 75/1615 [>.............................] - ETA: 14:28 - loss: 350.9384 - logits_profile_predictions_loss: 347.8651 - logcount_predictions_loss: 0.1933 76/1615 [>.............................] - ETA: 14:28 - loss: 350.9307 - logits_profile_predictions_loss: 347.8583 - logcount_predictions_loss: 0.1932 77/1615 [>.............................] - ETA: 14:27 - loss: 350.9221 - logits_profile_predictions_loss: 347.8505 - logcount_predictions_loss: 0.1932 78/1615 [>.............................] - ETA: 14:27 - loss: 350.9111 - logits_profile_predictions_loss: 347.8406 - logcount_predictions_loss: 0.1931 79/1615 [>.............................] - ETA: 14:26 - loss: 350.8994 - logits_profile_predictions_loss: 347.8296 - logcount_predictions_loss: 0.1931 80/1615 [>.............................] - ETA: 14:25 - loss: 350.8783 - logits_profile_predictions_loss: 347.8094 - logcount_predictions_loss: 0.1930 81/1615 [>.............................] - ETA: 14:25 - loss: 350.8591 - logits_profile_predictions_loss: 347.7910 - logcount_predictions_loss: 0.1930 82/1615 [>.............................] - ETA: 14:24 - loss: 350.8410 - logits_profile_predictions_loss: 347.7737 - logcount_predictions_loss: 0.1929 83/1615 [>.............................] - ETA: 14:24 - loss: 350.8208 - logits_profile_predictions_loss: 347.7541 - logcount_predictions_loss: 0.1929 84/1615 [>.............................] - ETA: 14:23 - loss: 350.7966 - logits_profile_predictions_loss: 347.7306 - logcount_predictions_loss: 0.1928 85/1615 [>.............................] - ETA: 14:23 - loss: 350.7750 - logits_profile_predictions_loss: 347.7097 - logcount_predictions_loss: 0.1928 86/1615 [>.............................] - ETA: 14:22 - loss: 350.7505 - logits_profile_predictions_loss: 347.6858 - logcount_predictions_loss: 0.1927 87/1615 [>.............................] - ETA: 14:22 - loss: 350.7240 - logits_profile_predictions_loss: 347.6601 - logcount_predictions_loss: 0.1927 88/1615 [>.............................] - ETA: 14:21 - loss: 350.7015 - logits_profile_predictions_loss: 347.6384 - logcount_predictions_loss: 0.1926 89/1615 [>.............................] - ETA: 14:20 - loss: 350.6761 - logits_profile_predictions_loss: 347.6137 - logcount_predictions_loss: 0.1926 90/1615 [>.............................] - ETA: 14:20 - loss: 350.6516 - logits_profile_predictions_loss: 347.5901 - logcount_predictions_loss: 0.1925 91/1615 [>.............................] - ETA: 14:19 - loss: 350.6290 - logits_profile_predictions_loss: 347.5684 - logcount_predictions_loss: 0.1925 92/1615 [>.............................] - ETA: 14:19 - loss: 350.6030 - logits_profile_predictions_loss: 347.5432 - logcount_predictions_loss: 0.1924 93/1615 [>.............................] - ETA: 14:18 - loss: 350.5768 - logits_profile_predictions_loss: 347.5177 - logcount_predictions_loss: 0.1924 94/1615 [>.............................] - ETA: 14:18 - loss: 350.5459 - logits_profile_predictions_loss: 347.4875 - logcount_predictions_loss: 0.1923 95/1615 [>.............................] - ETA: 14:17 - loss: 350.5180 - logits_profile_predictions_loss: 347.4603 - logcount_predictions_loss: 0.1923 96/1615 [>.............................] - ETA: 14:16 - loss: 350.4900 - logits_profile_predictions_loss: 347.4329 - logcount_predictions_loss: 0.1923 97/1615 [>.............................] - ETA: 14:16 - loss: 350.4616 - logits_profile_predictions_loss: 347.4051 - logcount_predictions_loss: 0.1922 98/1615 [>.............................] - ETA: 14:15 - loss: 350.4298 - logits_profile_predictions_loss: 347.3739 - logcount_predictions_loss: 0.1922 99/1615 [>.............................] - ETA: 14:15 - loss: 350.3947 - logits_profile_predictions_loss: 347.3395 - logcount_predictions_loss: 0.1922 100/1615 [>.............................] - ETA: 14:14 - loss: 350.3602 - logits_profile_predictions_loss: 347.3055 - logcount_predictions_loss: 0.1921 101/1615 [>.............................] - ETA: 14:14 - loss: 350.3286 - logits_profile_predictions_loss: 347.2745 - logcount_predictions_loss: 0.1921 102/1615 [>.............................] - ETA: 14:13 - loss: 350.2954 - logits_profile_predictions_loss: 347.2419 - logcount_predictions_loss: 0.1920 103/1615 [>.............................] - ETA: 14:13 - loss: 350.2582 - logits_profile_predictions_loss: 347.2052 - logcount_predictions_loss: 0.1920 104/1615 [>.............................] - ETA: 14:12 - loss: 350.2223 - logits_profile_predictions_loss: 347.1697 - logcount_predictions_loss: 0.1920 105/1615 [>.............................] - ETA: 14:11 - loss: 350.1890 - logits_profile_predictions_loss: 347.1368 - logcount_predictions_loss: 0.1920 106/1615 [>.............................] - ETA: 14:11 - loss: 350.1534 - logits_profile_predictions_loss: 347.1015 - logcount_predictions_loss: 0.1919 107/1615 [>.............................] - ETA: 14:10 - loss: 350.1161 - logits_profile_predictions_loss: 347.0646 - logcount_predictions_loss: 0.1919 108/1615 [=>............................] - ETA: 14:10 - loss: 350.0856 - logits_profile_predictions_loss: 347.0345 - logcount_predictions_loss: 0.1919 109/1615 [=>............................] - ETA: 14:09 - loss: 350.0540 - logits_profile_predictions_loss: 347.0034 - logcount_predictions_loss: 0.1919 110/1615 [=>............................] - ETA: 14:09 - loss: 350.0234 - logits_profile_predictions_loss: 346.9731 - logcount_predictions_loss: 0.1918 111/1615 [=>............................] - ETA: 14:08 - loss: 349.9916 - logits_profile_predictions_loss: 346.9417 - logcount_predictions_loss: 0.1918 112/1615 [=>............................] - ETA: 14:07 - loss: 349.9575 - logits_profile_predictions_loss: 346.9079 - logcount_predictions_loss: 0.1918 113/1615 [=>............................] - ETA: 14:07 - loss: 349.9220 - logits_profile_predictions_loss: 346.8727 - logcount_predictions_loss: 0.1918 114/1615 [=>............................] - ETA: 14:06 - loss: 349.8895 - logits_profile_predictions_loss: 346.8405 - logcount_predictions_loss: 0.1918 115/1615 [=>............................] - ETA: 14:06 - loss: 349.8596 - logits_profile_predictions_loss: 346.8109 - logcount_predictions_loss: 0.1917 116/1615 [=>............................] - ETA: 14:05 - loss: 349.8308 - logits_profile_predictions_loss: 346.7824 - logcount_predictions_loss: 0.1917 117/1615 [=>............................] - ETA: 14:05 - loss: 349.8002 - logits_profile_predictions_loss: 346.7520 - logcount_predictions_loss: 0.1917 118/1615 [=>............................] - ETA: 14:04 - loss: 349.7683 - 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[=>............................] - ETA: 14:00 - loss: 349.5405 - logits_profile_predictions_loss: 346.4947 - logcount_predictions_loss: 0.1916 126/1615 [=>............................] - ETA: 14:00 - loss: 349.5088 - logits_profile_predictions_loss: 346.4633 - logcount_predictions_loss: 0.1915 127/1615 [=>............................] - ETA: 13:59 - loss: 349.4776 - logits_profile_predictions_loss: 346.4323 - logcount_predictions_loss: 0.1915 128/1615 [=>............................] - ETA: 13:59 - loss: 349.4490 - logits_profile_predictions_loss: 346.4041 - logcount_predictions_loss: 0.1915 129/1615 [=>............................] - ETA: 13:58 - loss: 349.4193 - logits_profile_predictions_loss: 346.3747 - logcount_predictions_loss: 0.1915 130/1615 [=>............................] - ETA: 13:57 - loss: 349.3885 - logits_profile_predictions_loss: 346.3441 - logcount_predictions_loss: 0.1915 131/1615 [=>............................] - ETA: 13:57 - loss: 349.3557 - 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logits_profile_predictions_loss: 344.2557 - logcount_predictions_loss: 0.1896 249/1615 [===>..........................] - ETA: 12:50 - loss: 347.2604 - logits_profile_predictions_loss: 344.2467 - logcount_predictions_loss: 0.1895 250/1615 [===>..........................] - ETA: 12:50 - loss: 347.2508 - logits_profile_predictions_loss: 344.2374 - logcount_predictions_loss: 0.1895 251/1615 [===>..........................] - ETA: 12:49 - loss: 347.2416 - logits_profile_predictions_loss: 344.2284 - logcount_predictions_loss: 0.1895 252/1615 [===>..........................] - ETA: 12:49 - loss: 347.2324 - logits_profile_predictions_loss: 344.2195 - logcount_predictions_loss: 0.1895 253/1615 [===>..........................] - ETA: 12:48 - loss: 347.2237 - logits_profile_predictions_loss: 344.2111 - logcount_predictions_loss: 0.1895 254/1615 [===>..........................] - ETA: 12:48 - loss: 347.2157 - logits_profile_predictions_loss: 344.2033 - logcount_predictions_loss: 0.1895 255/1615 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[===========================>..] - ETA: 48s - loss: 347.3999 - logits_profile_predictions_loss: 344.4086 - logcount_predictions_loss: 0.1881 1530/1615 [===========================>..] - ETA: 48s - loss: 347.4003 - logits_profile_predictions_loss: 344.4090 - logcount_predictions_loss: 0.1881 1531/1615 [===========================>..] - ETA: 47s - loss: 347.4006 - logits_profile_predictions_loss: 344.4094 - logcount_predictions_loss: 0.1881 1532/1615 [===========================>..] - ETA: 46s - loss: 347.4010 - logits_profile_predictions_loss: 344.4098 - logcount_predictions_loss: 0.1881 1533/1615 [===========================>..] - ETA: 46s - loss: 347.4014 - logits_profile_predictions_loss: 344.4101 - logcount_predictions_loss: 0.1881 1534/1615 [===========================>..] - ETA: 45s - loss: 347.4018 - logits_profile_predictions_loss: 344.4105 - logcount_predictions_loss: 0.1881 1535/1615 [===========================>..] - ETA: 45s - loss: 347.4022 - logits_profile_predictions_loss: 344.4109 - logcount_predictions_loss: 0.1881 1536/1615 [===========================>..] - ETA: 44s - loss: 347.4026 - logits_profile_predictions_loss: 344.4113 - logcount_predictions_loss: 0.1881 1537/1615 [===========================>..] - ETA: 44s - loss: 347.4030 - logits_profile_predictions_loss: 344.4117 - logcount_predictions_loss: 0.1881 1538/1615 [===========================>..] - ETA: 43s - loss: 347.4034 - logits_profile_predictions_loss: 344.4121 - logcount_predictions_loss: 0.1881 1539/1615 [===========================>..] - ETA: 43s - loss: 347.4038 - logits_profile_predictions_loss: 344.4125 - logcount_predictions_loss: 0.1881 1540/1615 [===========================>..] - ETA: 42s - loss: 347.4042 - logits_profile_predictions_loss: 344.4128 - logcount_predictions_loss: 0.1881 1541/1615 [===========================>..] - ETA: 41s - loss: 347.4045 - logits_profile_predictions_loss: 344.4132 - logcount_predictions_loss: 0.1881 1542/1615 [===========================>..] - ETA: 41s - loss: 347.4049 - logits_profile_predictions_loss: 344.4136 - logcount_predictions_loss: 0.1881 1543/1615 [===========================>..] - ETA: 40s - loss: 347.4053 - logits_profile_predictions_loss: 344.4140 - logcount_predictions_loss: 0.1881 1544/1615 [===========================>..] - ETA: 40s - loss: 347.4057 - logits_profile_predictions_loss: 344.4143 - logcount_predictions_loss: 0.1881 1545/1615 [===========================>..] - ETA: 39s - loss: 347.4061 - logits_profile_predictions_loss: 344.4147 - logcount_predictions_loss: 0.1881 1546/1615 [===========================>..] - ETA: 39s - loss: 347.4064 - logits_profile_predictions_loss: 344.4151 - logcount_predictions_loss: 0.1881 1547/1615 [===========================>..] - ETA: 38s - loss: 347.4068 - logits_profile_predictions_loss: 344.4155 - logcount_predictions_loss: 0.1881 1548/1615 [===========================>..] - ETA: 37s - loss: 347.4072 - logits_profile_predictions_loss: 344.4158 - logcount_predictions_loss: 0.1881 1549/1615 [===========================>..] - ETA: 37s - loss: 347.4075 - logits_profile_predictions_loss: 344.4162 - logcount_predictions_loss: 0.1881 1550/1615 [===========================>..] - ETA: 36s - loss: 347.4079 - logits_profile_predictions_loss: 344.4165 - logcount_predictions_loss: 0.1881 1551/1615 [===========================>..] - ETA: 36s - loss: 347.4083 - logits_profile_predictions_loss: 344.4169 - logcount_predictions_loss: 0.1881 1552/1615 [===========================>..] - ETA: 35s - loss: 347.4087 - logits_profile_predictions_loss: 344.4173 - logcount_predictions_loss: 0.1881 1553/1615 [===========================>..] - ETA: 35s - loss: 347.4090 - logits_profile_predictions_loss: 344.4176 - logcount_predictions_loss: 0.1881 1554/1615 [===========================>..] - ETA: 34s - loss: 347.4094 - logits_profile_predictions_loss: 344.4180 - logcount_predictions_loss: 0.1881 1555/1615 [===========================>..] - ETA: 33s - loss: 347.4098 - logits_profile_predictions_loss: 344.4184 - logcount_predictions_loss: 0.1881 1556/1615 [===========================>..] - ETA: 33s - loss: 347.4101 - logits_profile_predictions_loss: 344.4187 - logcount_predictions_loss: 0.1881 1557/1615 [===========================>..] - ETA: 32s - loss: 347.4105 - logits_profile_predictions_loss: 344.4191 - logcount_predictions_loss: 0.1881 1558/1615 [===========================>..] - ETA: 32s - loss: 347.4108 - logits_profile_predictions_loss: 344.4194 - logcount_predictions_loss: 0.1881 1559/1615 [===========================>..] - ETA: 31s - loss: 347.4112 - logits_profile_predictions_loss: 344.4198 - logcount_predictions_loss: 0.1881 1560/1615 [===========================>..] - ETA: 31s - loss: 347.4116 - logits_profile_predictions_loss: 344.4201 - logcount_predictions_loss: 0.1881 1561/1615 [===========================>..] - ETA: 30s - loss: 347.4119 - logits_profile_predictions_loss: 344.4205 - logcount_predictions_loss: 0.1881 1562/1615 [============================>.] - ETA: 30s - loss: 347.4123 - logits_profile_predictions_loss: 344.4209 - logcount_predictions_loss: 0.1881 1563/1615 [============================>.] - ETA: 29s - loss: 347.4126 - logits_profile_predictions_loss: 344.4212 - logcount_predictions_loss: 0.1881 1564/1615 [============================>.] - ETA: 28s - loss: 347.4130 - logits_profile_predictions_loss: 344.4216 - logcount_predictions_loss: 0.1881 1565/1615 [============================>.] - ETA: 28s - loss: 347.4134 - logits_profile_predictions_loss: 344.4219 - logcount_predictions_loss: 0.1881 1566/1615 [============================>.] - ETA: 27s - loss: 347.4137 - logits_profile_predictions_loss: 344.4223 - logcount_predictions_loss: 0.1882 1567/1615 [============================>.] - ETA: 27s - loss: 347.4141 - logits_profile_predictions_loss: 344.4226 - logcount_predictions_loss: 0.1882 1568/1615 [============================>.] - ETA: 26s - loss: 347.4145 - logits_profile_predictions_loss: 344.4230 - logcount_predictions_loss: 0.1882 1569/1615 [============================>.] - ETA: 26s - loss: 347.4149 - logits_profile_predictions_loss: 344.4234 - logcount_predictions_loss: 0.1882 1570/1615 [============================>.] - ETA: 25s - loss: 347.4153 - logits_profile_predictions_loss: 344.4238 - logcount_predictions_loss: 0.1882 1571/1615 [============================>.] - ETA: 24s - loss: 347.4156 - logits_profile_predictions_loss: 344.4241 - logcount_predictions_loss: 0.1882 1572/1615 [============================>.] - ETA: 24s - loss: 347.4160 - logits_profile_predictions_loss: 344.4245 - logcount_predictions_loss: 0.1882 1573/1615 [============================>.] - ETA: 23s - loss: 347.4163 - logits_profile_predictions_loss: 344.4249 - logcount_predictions_loss: 0.1882 1574/1615 [============================>.] - ETA: 23s - loss: 347.4167 - logits_profile_predictions_loss: 344.4252 - logcount_predictions_loss: 0.1882 1575/1615 [============================>.] - ETA: 22s - loss: 347.4170 - logits_profile_predictions_loss: 344.4255 - logcount_predictions_loss: 0.1882 1576/1615 [============================>.] - ETA: 22s - loss: 347.4174 - logits_profile_predictions_loss: 344.4259 - logcount_predictions_loss: 0.1882 1577/1615 [============================>.] - ETA: 21s - loss: 347.4177 - logits_profile_predictions_loss: 344.4262 - logcount_predictions_loss: 0.1882 1578/1615 [============================>.] - ETA: 20s - loss: 347.4181 - logits_profile_predictions_loss: 344.4266 - logcount_predictions_loss: 0.1882 1579/1615 [============================>.] - ETA: 20s - loss: 347.4184 - logits_profile_predictions_loss: 344.4269 - logcount_predictions_loss: 0.1882 1580/1615 [============================>.] - ETA: 19s - loss: 347.4188 - logits_profile_predictions_loss: 344.4273 - logcount_predictions_loss: 0.1882 1581/1615 [============================>.] - ETA: 19s - loss: 347.4192 - logits_profile_predictions_loss: 344.4277 - logcount_predictions_loss: 0.1882 1582/1615 [============================>.] - ETA: 18s - loss: 347.4196 - logits_profile_predictions_loss: 344.4281 - logcount_predictions_loss: 0.1882 1583/1615 [============================>.] - ETA: 18s - loss: 347.4200 - logits_profile_predictions_loss: 344.4284 - logcount_predictions_loss: 0.1882 1584/1615 [============================>.] - ETA: 17s - loss: 347.4203 - logits_profile_predictions_loss: 344.4288 - logcount_predictions_loss: 0.1882 1585/1615 [============================>.] - ETA: 16s - loss: 347.4207 - logits_profile_predictions_loss: 344.4292 - logcount_predictions_loss: 0.1882 1586/1615 [============================>.] - ETA: 16s - loss: 347.4211 - logits_profile_predictions_loss: 344.4296 - logcount_predictions_loss: 0.1882 1587/1615 [============================>.] - ETA: 15s - loss: 347.4216 - logits_profile_predictions_loss: 344.4300 - logcount_predictions_loss: 0.1882 1588/1615 [============================>.] - ETA: 15s - loss: 347.4220 - logits_profile_predictions_loss: 344.4304 - logcount_predictions_loss: 0.1882 1589/1615 [============================>.] - ETA: 14s - loss: 347.4223 - logits_profile_predictions_loss: 344.4308 - logcount_predictions_loss: 0.1882 1590/1615 [============================>.] - ETA: 14s - loss: 347.4227 - logits_profile_predictions_loss: 344.4311 - logcount_predictions_loss: 0.1882 1591/1615 [============================>.] - ETA: 13s - loss: 347.4230 - logits_profile_predictions_loss: 344.4315 - logcount_predictions_loss: 0.1882 1592/1615 [============================>.] - ETA: 13s - loss: 347.4233 - logits_profile_predictions_loss: 344.4318 - logcount_predictions_loss: 0.1882 1593/1615 [============================>.] - ETA: 12s - loss: 347.4237 - logits_profile_predictions_loss: 344.4321 - logcount_predictions_loss: 0.1882 1594/1615 [============================>.] - ETA: 11s - loss: 347.4240 - logits_profile_predictions_loss: 344.4324 - logcount_predictions_loss: 0.1882 1595/1615 [============================>.] - ETA: 11s - loss: 347.4244 - logits_profile_predictions_loss: 344.4328 - logcount_predictions_loss: 0.1882 1596/1615 [============================>.] - ETA: 10s - loss: 347.4247 - logits_profile_predictions_loss: 344.4331 - logcount_predictions_loss: 0.1882 1597/1615 [============================>.] - ETA: 10s - loss: 347.4250 - logits_profile_predictions_loss: 344.4335 - logcount_predictions_loss: 0.1882 1598/1615 [============================>.] - ETA: 9s - loss: 347.4254 - logits_profile_predictions_loss: 344.4338 - logcount_predictions_loss: 0.1882  1599/1615 [============================>.] - ETA: 9s - loss: 347.4257 - logits_profile_predictions_loss: 344.4341 - logcount_predictions_loss: 0.1882 1600/1615 [============================>.] - ETA: 8s - loss: 347.4261 - logits_profile_predictions_loss: 344.4345 - logcount_predictions_loss: 0.1882 1601/1615 [============================>.] - ETA: 7s - loss: 347.4264 - logits_profile_predictions_loss: 344.4348 - logcount_predictions_loss: 0.1882 1602/1615 [============================>.] - ETA: 7s - loss: 347.4267 - logits_profile_predictions_loss: 344.4351 - logcount_predictions_loss: 0.1882 1603/1615 [============================>.] - ETA: 6s - loss: 347.4270 - logits_profile_predictions_loss: 344.4354 - logcount_predictions_loss: 0.1882 1604/1615 [============================>.] - ETA: 6s - loss: 347.4273 - logits_profile_predictions_loss: 344.4357 - logcount_predictions_loss: 0.1882 1605/1615 [============================>.] - ETA: 5s - loss: 347.4276 - logits_profile_predictions_loss: 344.4360 - logcount_predictions_loss: 0.1882 1606/1615 [============================>.] - ETA: 5s - loss: 347.4279 - logits_profile_predictions_loss: 344.4363 - logcount_predictions_loss: 0.1882 1607/1615 [============================>.] - ETA: 4s - loss: 347.4282 - logits_profile_predictions_loss: 344.4366 - logcount_predictions_loss: 0.1882 1608/1615 [============================>.] - ETA: 3s - loss: 347.4285 - logits_profile_predictions_loss: 344.4369 - logcount_predictions_loss: 0.1882 1609/1615 [============================>.] - ETA: 3s - loss: 347.4289 - logits_profile_predictions_loss: 344.4372 - logcount_predictions_loss: 0.1882 1610/1615 [============================>.] - ETA: 2s - loss: 347.4292 - logits_profile_predictions_loss: 344.4375 - logcount_predictions_loss: 0.1882 1611/1615 [============================>.] - ETA: 2s - loss: 347.4294 - logits_profile_predictions_loss: 344.4378 - logcount_predictions_loss: 0.1882 1612/1615 [============================>.] - ETA: 1s - loss: 347.4298 - logits_profile_predictions_loss: 344.4381 - logcount_predictions_loss: 0.1882 1613/1615 [============================>.] - ETA: 1s - loss: 347.4301 - logits_profile_predictions_loss: 344.4384 - logcount_predictions_loss: 0.1882 1614/1615 [============================>.] - ETA: 0s - loss: 347.4304 - logits_profile_predictions_loss: 344.4388 - logcount_predictions_loss: 0.1882 1615/1615 [==============================] - ETA: 0s - loss: 347.4308 - logits_profile_predictions_loss: 344.4392 - logcount_predictions_loss: 0.1882 1615/1615 [==============================] - 948s 587ms/step - loss: 347.4312 - logits_profile_predictions_loss: 344.4395 - logcount_predictions_loss: 0.1882 - val_loss: 412.9833 - val_logits_profile_predictions_loss: 406.1581 - val_logcount_predictions_loss: 0.4293 Epoch 00018: val_loss did not improve from 408.96866 Restoring model weights from the end of the best epoch. Epoch 00018: early stopping save model save model without bias 2022-09-23_10-15-42: 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/ATAC//ENCSR305QTE//preprocessing/bigWigs/ENCSR305QTE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(21741, 10) loading nonpeaks... got split:test for bed regions:(21092, 10) 0/168 100/168 2022-09-23_10-19-39: 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/ATAC//ENCSR305QTE//preprocessing/bigWigs/ENCSR305QTE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(21741, 10) loading nonpeaks... got split:test for bed regions:(21092, 10) 0/168 100/168 2022-09-23_10-23-20: 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/ATAC//ENCSR305QTE//preprocessing/bigWigs/ENCSR305QTE.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_2.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(21741, 10) loading nonpeaks... got split:test for bed regions:(21092, 10) 0/168 100/168 2022-09-23_10-25-03: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//footprints 2022-09-23_10-25-03: 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/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 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: tn5_1 GCACAGTACAGAGCTG 1/24 [>.............................] - ETA: 3:27 3/24 [==>...........................] - ETA: 16s  4/24 [====>.........................] - ETA: 21s 5/24 [=====>........................] - ETA: 22s 6/24 [======>.......................] - ETA: 22s 7/24 [=======>......................] - ETA: 22s 8/24 [=========>....................] - ETA: 21s 9/24 [==========>...................] - ETA: 20s 10/24 [===========>..................] - ETA: 19s 11/24 [============>.................] - ETA: 18s 12/24 [==============>...............] - ETA: 17s 13/24 [===============>..............] - ETA: 15s 14/24 [================>.............] - ETA: 14s 15/24 [=================>............] - ETA: 13s 16/24 [===================>..........] - ETA: 11s 17/24 [====================>.........] - ETA: 10s 18/24 [=====================>........] - ETA: 8s  19/24 [======================>.......] - ETA: 7s 20/24 [========================>.....] - ETA: 5s 21/24 [=========================>....] - ETA: 4s 22/24 [==========================>...] - ETA: 2s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 49s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 34s 3/24 [==>...........................] - ETA: 32s 4/24 [====>.........................] - ETA: 31s 5/24 [=====>........................] - ETA: 29s 6/24 [======>.......................] - ETA: 28s 7/24 [=======>......................] - ETA: 26s 8/24 [=========>....................] - ETA: 25s 9/24 [==========>...................] - ETA: 23s 10/24 [===========>..................] - ETA: 21s 11/24 [============>.................] - ETA: 20s 12/24 [==============>...............] - ETA: 18s 13/24 [===============>..............] - ETA: 17s 14/24 [================>.............] - ETA: 15s 15/24 [=================>............] - ETA: 14s 16/24 [===================>..........] - ETA: 12s 17/24 [====================>.........] - ETA: 10s 18/24 [=====================>........] - ETA: 9s  19/24 [======================>.......] - ETA: 7s 20/24 [========================>.....] - ETA: 6s 21/24 [=========================>....] - ETA: 4s 22/24 [==========================>...] - ETA: 3s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 37s 2s/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 34s 3/24 [==>...........................] - ETA: 32s 4/24 [====>.........................] - ETA: 31s 5/24 [=====>........................] - ETA: 29s 6/24 [======>.......................] - ETA: 28s 7/24 [=======>......................] - ETA: 26s 8/24 [=========>....................] - ETA: 25s 9/24 [==========>...................] - ETA: 23s 10/24 [===========>..................] - ETA: 21s 11/24 [============>.................] - ETA: 20s 12/24 [==============>...............] - ETA: 18s 13/24 [===============>..............] - ETA: 17s 14/24 [================>.............] - ETA: 15s 15/24 [=================>............] - ETA: 14s 16/24 [===================>..........] - ETA: 12s 17/24 [====================>.........] - ETA: 10s 18/24 [=====================>........] - ETA: 9s  19/24 [======================>.......] - ETA: 7s 20/24 [========================>.....] - ETA: 6s 21/24 [=========================>....] - ETA: 4s 22/24 [==========================>...] - ETA: 3s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 37s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 34s 3/24 [==>...........................] - ETA: 32s 4/24 [====>.........................] - ETA: 31s 5/24 [=====>........................] - ETA: 29s 6/24 [======>.......................] - ETA: 28s 7/24 [=======>......................] - ETA: 26s 8/24 [=========>....................] - ETA: 25s 9/24 [==========>...................] - ETA: 23s 10/24 [===========>..................] - ETA: 21s 11/24 [============>.................] - ETA: 20s 12/24 [==============>...............] - ETA: 18s 13/24 [===============>..............] - ETA: 17s 14/24 [================>.............] - ETA: 15s 15/24 [=================>............] - ETA: 14s 16/24 [===================>..........] - ETA: 12s 17/24 [====================>.........] - ETA: 10s 18/24 [=====================>........] - ETA: 9s  19/24 [======================>.......] - ETA: 7s 20/24 [========================>.....] - ETA: 6s 21/24 [=========================>....] - ETA: 4s 22/24 [==========================>...] - ETA: 3s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 37s 2s/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 34s 3/24 [==>...........................] - ETA: 32s 4/24 [====>.........................] - ETA: 31s 5/24 [=====>........................] - ETA: 29s 6/24 [======>.......................] - ETA: 28s 7/24 [=======>......................] - ETA: 26s 8/24 [=========>....................] - ETA: 25s 9/24 [==========>...................] - ETA: 23s 10/24 [===========>..................] - ETA: 21s 11/24 [============>.................] - ETA: 20s 12/24 [==============>...............] - ETA: 18s 13/24 [===============>..............] - ETA: 17s 14/24 [================>.............] - ETA: 15s 15/24 [=================>............] - ETA: 14s 16/24 [===================>..........] - ETA: 12s 17/24 [====================>.........] - ETA: 10s 18/24 [=====================>........] - ETA: 9s  19/24 [======================>.......] - ETA: 7s 20/24 [========================>.....] - ETA: 6s 21/24 [=========================>....] - ETA: 4s 22/24 [==========================>...] - ETA: 3s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 37s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 34s 3/24 [==>...........................] - ETA: 32s 4/24 [====>.........................] - ETA: 31s 5/24 [=====>........................] - ETA: 29s 6/24 [======>.......................] - ETA: 28s 7/24 [=======>......................] - ETA: 27s 8/24 [=========>....................] - ETA: 25s 9/24 [==========>...................] - ETA: 24s 10/24 [===========>..................] - ETA: 22s 11/24 [============>.................] - ETA: 20s 12/24 [==============>...............] - ETA: 19s 13/24 [===============>..............] - ETA: 17s 14/24 [================>.............] - ETA: 15s 15/24 [=================>............] - ETA: 14s 16/24 [===================>..........] - ETA: 12s 17/24 [====================>.........] - ETA: 11s 18/24 [=====================>........] - ETA: 9s  19/24 [======================>.......] - ETA: 7s 20/24 [========================>.....] - ETA: 6s 21/24 [=========================>....] - ETA: 4s 22/24 [==========================>...] - ETA: 3s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 37s 2s/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 34s 3/24 [==>...........................] - ETA: 32s 4/24 [====>.........................] - ETA: 31s 5/24 [=====>........................] - ETA: 29s 6/24 [======>.......................] - ETA: 28s 7/24 [=======>......................] - ETA: 27s 8/24 [=========>....................] - ETA: 25s 9/24 [==========>...................] - ETA: 23s 10/24 [===========>..................] - ETA: 22s 11/24 [============>.................] - ETA: 20s 12/24 [==============>...............] - ETA: 19s 13/24 [===============>..............] - ETA: 17s 14/24 [================>.............] - ETA: 15s 15/24 [=================>............] - ETA: 14s 16/24 [===================>..........] - ETA: 12s 17/24 [====================>.........] - ETA: 11s 18/24 [=====================>........] - ETA: 9s  19/24 [======================>.......] - ETA: 7s 20/24 [========================>.....] - ETA: 6s 21/24 [=========================>....] - ETA: 4s 22/24 [==========================>...] - ETA: 3s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 37s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 34s 3/24 [==>...........................] - ETA: 33s 4/24 [====>.........................] - ETA: 31s 5/24 [=====>........................] - ETA: 30s 6/24 [======>.......................] - ETA: 28s 7/24 [=======>......................] - ETA: 26s 8/24 [=========>....................] - ETA: 25s 9/24 [==========>...................] - ETA: 23s 10/24 [===========>..................] - ETA: 22s 11/24 [============>.................] - ETA: 20s 12/24 [==============>...............] - ETA: 19s 13/24 [===============>..............] - ETA: 17s 14/24 [================>.............] - ETA: 15s 15/24 [=================>............] - ETA: 14s 16/24 [===================>..........] - ETA: 12s 17/24 [====================>.........] - ETA: 11s 18/24 [=====================>........] - ETA: 9s  19/24 [======================>.......] - ETA: 7s 20/24 [========================>.....] - ETA: 6s 21/24 [=========================>....] - ETA: 4s 22/24 [==========================>...] - ETA: 3s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 37s 2s/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 34s 3/24 [==>...........................] - ETA: 33s 4/24 [====>.........................] - ETA: 31s 5/24 [=====>........................] - ETA: 30s 6/24 [======>.......................] - ETA: 28s 7/24 [=======>......................] - ETA: 27s 8/24 [=========>....................] - ETA: 25s 9/24 [==========>...................] - ETA: 24s 10/24 [===========>..................] - ETA: 22s 11/24 [============>.................] - ETA: 20s 12/24 [==============>...............] - ETA: 19s 13/24 [===============>..............] - ETA: 17s 14/24 [================>.............] - ETA: 15s 15/24 [=================>............] - ETA: 14s 16/24 [===================>..........] - ETA: 12s 17/24 [====================>.........] - ETA: 11s 18/24 [=====================>........] - ETA: 9s  19/24 [======================>.......] - ETA: 8s 20/24 [========================>.....] - ETA: 6s 21/24 [=========================>....] - ETA: 4s 22/24 [==========================>...] - ETA: 3s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 38s 2s/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 34s 3/24 [==>...........................] - ETA: 33s 4/24 [====>.........................] - ETA: 31s 5/24 [=====>........................] - ETA: 29s 6/24 [======>.......................] - ETA: 28s 7/24 [=======>......................] - ETA: 26s 8/24 [=========>....................] - ETA: 25s 9/24 [==========>...................] - ETA: 23s 10/24 [===========>..................] - ETA: 22s 11/24 [============>.................] - ETA: 20s 12/24 [==============>...............] - ETA: 19s 13/24 [===============>..............] - ETA: 17s 14/24 [================>.............] - ETA: 16s 15/24 [=================>............] - ETA: 14s 16/24 [===================>..........] - ETA: 12s 17/24 [====================>.........] - ETA: 11s 18/24 [=====================>........] - ETA: 9s  19/24 [======================>.......] - ETA: 7s 20/24 [========================>.....] - ETA: 6s 21/24 [=========================>....] - ETA: 4s 22/24 [==========================>...] - ETA: 3s 23/24 [===========================>..] - ETA: 1s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 37s 2s/step Saving marginal footprints 2022-09-23_10-31-50: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//footprints 2022-09-23_10-31-50: 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/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR305QTE//chrombpnet_model_feb15_fold_2//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 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: tn5_1 GCACAGTACAGAGCTG 1/24 [>.............................] - ETA: 1:10 3/24 [==>...........................] - ETA: 1s  4/24 [====>.........................] - ETA: 1s 5/24 [=====>........................] - ETA: 1s 6/24 [======>.......................] - ETA: 1s 7/24 [=======>......................] - ETA: 1s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 1s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 6s 140ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 2s 3/24 [==>...........................] - ETA: 2s 4/24 [====>.........................] - ETA: 2s 5/24 [=====>........................] - ETA: 2s 6/24 [======>.......................] - ETA: 2s 7/24 [=======>......................] - ETA: 2s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 1s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 3s 127ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/24 [>.............................] - ETA: 1s 2/24 [=>............................] - ETA: 2s 3/24 [==>...........................] - ETA: 2s 4/24 [====>.........................] - ETA: 2s 5/24 [=====>........................] - ETA: 2s 6/24 [======>.......................] - ETA: 2s 7/24 [=======>......................] - ETA: 2s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 1s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 3s 127ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 2s 3/24 [==>...........................] - ETA: 2s 4/24 [====>.........................] - ETA: 2s 5/24 [=====>........................] - ETA: 2s 6/24 [======>.......................] - ETA: 2s 7/24 [=======>......................] - ETA: 2s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 1s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 3s 127ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 2s 3/24 [==>...........................] - ETA: 2s 4/24 [====>.........................] - ETA: 2s 5/24 [=====>........................] - ETA: 2s 6/24 [======>.......................] - ETA: 2s 7/24 [=======>......................] - ETA: 2s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 1s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 3s 128ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 2s 3/24 [==>...........................] - ETA: 2s 4/24 [====>.........................] - ETA: 2s 5/24 [=====>........................] - ETA: 2s 6/24 [======>.......................] - ETA: 2s 7/24 [=======>......................] - ETA: 2s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 1s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 3s 127ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 2s 3/24 [==>...........................] - ETA: 2s 4/24 [====>.........................] - ETA: 2s 5/24 [=====>........................] - ETA: 2s 6/24 [======>.......................] - ETA: 2s 7/24 [=======>......................] - ETA: 2s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 1s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 3s 127ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 2s 3/24 [==>...........................] - ETA: 2s 4/24 [====>.........................] - ETA: 2s 5/24 [=====>........................] - ETA: 2s 6/24 [======>.......................] - ETA: 2s 7/24 [=======>......................] - ETA: 2s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 1s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 3s 127ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 2s 3/24 [==>...........................] - ETA: 2s 4/24 [====>.........................] - ETA: 2s 5/24 [=====>........................] - ETA: 2s 6/24 [======>.......................] - ETA: 2s 7/24 [=======>......................] - ETA: 2s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 1s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 3s 127ms/step 1/24 [>.............................] - ETA: 0s 2/24 [=>............................] - ETA: 2s 3/24 [==>...........................] - ETA: 2s 4/24 [====>.........................] - ETA: 2s 5/24 [=====>........................] - ETA: 2s 6/24 [======>.......................] - ETA: 2s 7/24 [=======>......................] - ETA: 2s 8/24 [=========>....................] - ETA: 1s 9/24 [==========>...................] - ETA: 1s 10/24 [===========>..................] - ETA: 1s 11/24 [============>.................] - ETA: 1s 12/24 [==============>...............] - ETA: 1s 13/24 [===============>..............] - ETA: 1s 14/24 [================>.............] - ETA: 1s 15/24 [=================>............] - ETA: 1s 16/24 [===================>..........] - ETA: 0s 17/24 [====================>.........] - ETA: 0s 18/24 [=====================>........] - ETA: 0s 19/24 [======================>.......] - ETA: 0s 20/24 [========================>.....] - ETA: 0s 21/24 [=========================>....] - ETA: 0s 22/24 [==========================>...] - ETA: 0s 23/24 [===========================>..] - ETA: 0s 24/24 [==============================] - ETA: 0s 24/24 [==============================] - 3s 127ms/step Saving marginal footprints