diff --git "a/fold_0/logs.models.fold_0.ENCSR050VTC/logfile.modelling.fold_0.ENCSR050VTC.stdout_v1.txt" "b/fold_0/logs.models.fold_0.ENCSR050VTC/logfile.modelling.fold_0.ENCSR050VTC.stdout_v1.txt" new file mode 100644--- /dev/null +++ "b/fold_0/logs.models.fold_0.ENCSR050VTC/logfile.modelling.fold_0.ENCSR050VTC.stdout_v1.txt" @@ -0,0 +1,421 @@ +2022-03-01_17-14-01: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//preprocessing/bigWigs/ENCSR050VTC.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR283TME_bias_0.9.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias/ +evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] +Number of peaks input: 132112 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 132112 +Number of peaks input: 37207 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 37207 +Number of non peaks input: 132111 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 132111 +Number of non peaks input: 37207 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 37207 +Number of peaks after removing outliers: 130654 +Number of nonpeaks after removing outliers: 114706 +got the model +Model: "functional_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +Predicting within adjust counts + 1/3585 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[============================>.] - ETA: 0s 3545/3585 [============================>.] - ETA: 0s 3552/3585 [============================>.] - ETA: 0s 3559/3585 [============================>.] - ETA: 0s 3566/3585 [============================>.] - ETA: 0s 3573/3585 [============================>.] - ETA: 0s 3580/3585 [============================>.] - ETA: 0s 3585/3585 [==============================] - ETA: 0s 3585/3585 [==============================] - 39s 8ms/step +2022-03-01_17-23-33: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//preprocessing/bigWigs/ENCSR050VTC.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '1.9', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(118325, 10) +loading nonpeaks... +got split:train for bed regions:(103534, 10) +loading peaks... +got split:valid for bed regions:(12329, 10) +loading nonpeaks... +got split:valid for bed regions:(11172, 10) +Epoch 1/50 + 1/2034 [..............................] - ETA: 7:42:30 - loss: 131.7471 - logits_profile_predictions_loss: 128.4448 - logcount_predictions_loss: 1.7380 2/2034 [..............................] - ETA: 16:35 - loss: 182.1828 - logits_profile_predictions_loss: 131.3619 - logcount_predictions_loss: 26.7478  3/2034 [..............................] - ETA: 16:29 - loss: 193.5183 - logits_profile_predictions_loss: 137.2047 - logcount_predictions_loss: 29.6387 4/2034 [..............................] - ETA: 16:27 - loss: 195.6490 - logits_profile_predictions_loss: 140.5130 - logcount_predictions_loss: 29.0190 5/2034 [..............................] - ETA: 16:25 - loss: 195.5981 - logits_profile_predictions_loss: 143.0486 - logcount_predictions_loss: 27.6576 6/2034 [..............................] - ETA: 16:23 - loss: 194.7095 - logits_profile_predictions_loss: 144.9194 - logcount_predictions_loss: 26.2053 7/2034 [..............................] - ETA: 16:22 - loss: 192.7612 - logits_profile_predictions_loss: 145.6144 - logcount_predictions_loss: 24.8141 8/2034 [..............................] - ETA: 16:21 - loss: 190.9905 - logits_profile_predictions_loss: 146.2427 - logcount_predictions_loss: 23.5515 9/2034 [..............................] - ETA: 16:20 - loss: 189.5915 - logits_profile_predictions_loss: 146.9913 - logcount_predictions_loss: 22.4211 10/2034 [..............................] - ETA: 16:18 - loss: 187.9995 - logits_profile_predictions_loss: 147.3361 - logcount_predictions_loss: 21.4018 11/2034 [..............................] - ETA: 16:20 - loss: 186.5496 - logits_profile_predictions_loss: 147.6285 - logcount_predictions_loss: 20.4848 12/2034 [..............................] - ETA: 16:19 - loss: 185.0955 - logits_profile_predictions_loss: 147.7504 - logcount_predictions_loss: 19.6553 13/2034 [..............................] - ETA: 16:18 - loss: 183.7473 - logits_profile_predictions_loss: 147.8296 - logcount_predictions_loss: 18.9041 14/2034 [..............................] - ETA: 23:04 - loss: 182.7914 - logits_profile_predictions_loss: 148.1416 - logcount_predictions_loss: 18.2367 15/2034 [..............................] - ETA: 22:35 - loss: 182.0714 - logits_profile_predictions_loss: 148.5778 - logcount_predictions_loss: 17.6282 16/2034 [..............................] - ETA: 22:08 - loss: 181.3906 - logits_profile_predictions_loss: 148.9595 - logcount_predictions_loss: 17.0690 17/2034 [..............................] - ETA: 21:45 - loss: 180.8614 - logits_profile_predictions_loss: 149.4048 - logcount_predictions_loss: 16.5561 18/2034 [..............................] - ETA: 21:25 - loss: 180.4954 - logits_profile_predictions_loss: 149.9349 - logcount_predictions_loss: 16.0845 19/2034 [..............................] - ETA: 21:07 - loss: 180.0414 - logits_profile_predictions_loss: 150.3157 - logcount_predictions_loss: 15.6451 20/2034 [..............................] - ETA: 20:51 - loss: 179.7406 - logits_profile_predictions_loss: 150.7868 - logcount_predictions_loss: 15.2389 21/2034 [..............................] - ETA: 20:36 - loss: 179.3475 - logits_profile_predictions_loss: 151.1178 - logcount_predictions_loss: 14.8577 22/2034 [..............................] - ETA: 20:22 - loss: 179.0698 - logits_profile_predictions_loss: 151.5127 - logcount_predictions_loss: 14.5037 23/2034 [..............................] - ETA: 20:10 - loss: 178.7766 - logits_profile_predictions_loss: 151.8511 - logcount_predictions_loss: 14.1713 24/2034 [..............................] - ETA: 19:59 - loss: 178.5180 - logits_profile_predictions_loss: 152.1857 - logcount_predictions_loss: 13.8591 25/2034 [..............................] - ETA: 19:49 - loss: 178.3516 - logits_profile_predictions_loss: 152.5751 - logcount_predictions_loss: 13.5666 26/2034 [..............................] - ETA: 19:39 - loss: 178.1433 - logits_profile_predictions_loss: 152.8931 - logcount_predictions_loss: 13.2896 27/2034 [..............................] - ETA: 19:30 - loss: 177.9132 - logits_profile_predictions_loss: 153.1623 - logcount_predictions_loss: 13.0268 28/2034 [..............................] - ETA: 19:22 - loss: 177.6761 - logits_profile_predictions_loss: 153.3986 - logcount_predictions_loss: 12.7776 29/2034 [..............................] - ETA: 19:14 - loss: 177.4428 - logits_profile_predictions_loss: 153.6150 - logcount_predictions_loss: 12.5409 30/2034 [..............................] - ETA: 19:07 - loss: 177.2433 - logits_profile_predictions_loss: 153.8415 - logcount_predictions_loss: 12.3168 31/2034 [..............................] - ETA: 19:00 - loss: 177.0622 - logits_profile_predictions_loss: 154.0648 - logcount_predictions_loss: 12.1039 32/2034 [..............................] - ETA: 18:54 - loss: 176.8553 - logits_profile_predictions_loss: 154.2442 - logcount_predictions_loss: 11.9006 33/2034 [..............................] - ETA: 18:48 - loss: 176.6465 - logits_profile_predictions_loss: 154.4041 - logcount_predictions_loss: 11.7065 34/2034 [..............................] - ETA: 18:42 - loss: 176.4427 - logits_profile_predictions_loss: 154.5522 - logcount_predictions_loss: 11.5213 35/2034 [..............................] - ETA: 18:37 - loss: 176.2760 - logits_profile_predictions_loss: 154.7206 - logcount_predictions_loss: 11.3450 36/2034 [..............................] - ETA: 18:32 - loss: 176.1230 - logits_profile_predictions_loss: 154.8880 - logcount_predictions_loss: 11.1763 37/2034 [..............................] - ETA: 18:27 - loss: 175.9868 - logits_profile_predictions_loss: 155.0584 - logcount_predictions_loss: 11.0150 38/2034 [..............................] - ETA: 18:23 - loss: 175.8452 - logits_profile_predictions_loss: 155.2109 - logcount_predictions_loss: 10.8602 39/2034 [..............................] - ETA: 18:18 - loss: 175.6904 - logits_profile_predictions_loss: 155.3392 - logcount_predictions_loss: 10.7112 40/2034 [..............................] - ETA: 18:14 - loss: 175.5396 - logits_profile_predictions_loss: 155.4601 - logcount_predictions_loss: 10.5681 41/2034 [..............................] - ETA: 18:10 - loss: 175.4163 - logits_profile_predictions_loss: 155.5973 - logcount_predictions_loss: 10.4310 42/2034 [..............................] - ETA: 18:07 - loss: 175.2904 - logits_profile_predictions_loss: 155.7223 - logcount_predictions_loss: 10.2990 43/2034 [..............................] - ETA: 18:03 - loss: 175.1631 - logits_profile_predictions_loss: 155.8370 - logcount_predictions_loss: 10.1716 44/2034 [..............................] - ETA: 18:00 - loss: 175.0424 - logits_profile_predictions_loss: 155.9495 - logcount_predictions_loss: 10.0489 45/2034 [..............................] - ETA: 17:56 - loss: 174.9164 - logits_profile_predictions_loss: 156.0489 - logcount_predictions_loss: 9.9303  46/2034 [..............................] - ETA: 17:53 - loss: 174.8031 - logits_profile_predictions_loss: 156.1527 - logcount_predictions_loss: 9.8160 47/2034 [..............................] - ETA: 17:50 - loss: 174.6944 - logits_profile_predictions_loss: 156.2535 - logcount_predictions_loss: 9.7057 48/2034 [..............................] - ETA: 17:47 - loss: 174.5907 - logits_profile_predictions_loss: 156.3522 - logcount_predictions_loss: 9.5992 49/2034 [..............................] - ETA: 17:44 - loss: 174.4775 - logits_profile_predictions_loss: 156.4353 - logcount_predictions_loss: 9.4959 50/2034 [..............................] - ETA: 17:42 - loss: 174.3627 - logits_profile_predictions_loss: 156.5105 - logcount_predictions_loss: 9.3959 51/2034 [..............................] - ETA: 17:39 - loss: 174.2551 - logits_profile_predictions_loss: 156.5868 - logcount_predictions_loss: 9.2991 52/2034 [..............................] - ETA: 17:36 - loss: 174.1575 - logits_profile_predictions_loss: 156.6672 - logcount_predictions_loss: 9.2054 53/2034 [..............................] - ETA: 17:34 - loss: 174.0599 - logits_profile_predictions_loss: 156.7424 - logcount_predictions_loss: 9.1145 54/2034 [..............................] - ETA: 17:31 - loss: 173.9707 - logits_profile_predictions_loss: 156.8208 - logcount_predictions_loss: 9.0263 55/2034 [..............................] - ETA: 17:29 - loss: 173.8754 - logits_profile_predictions_loss: 156.8884 - logcount_predictions_loss: 8.9405 56/2034 [..............................] - ETA: 17:27 - loss: 173.7776 - logits_profile_predictions_loss: 156.9490 - logcount_predictions_loss: 8.8571 57/2034 [..............................] - ETA: 17:24 - loss: 173.6736 - logits_profile_predictions_loss: 156.9993 - logcount_predictions_loss: 8.7760 58/2034 [..............................] - ETA: 17:22 - loss: 173.5735 - logits_profile_predictions_loss: 157.0491 - logcount_predictions_loss: 8.6970 59/2034 [..............................] - ETA: 17:20 - loss: 173.4838 - logits_profile_predictions_loss: 157.1049 - logcount_predictions_loss: 8.6205 60/2034 [..............................] - ETA: 17:18 - loss: 173.4004 - logits_profile_predictions_loss: 157.1627 - logcount_predictions_loss: 8.5461 61/2034 [..............................] - ETA: 17:16 - loss: 173.3203 - logits_profile_predictions_loss: 157.2200 - logcount_predictions_loss: 8.4738 62/2034 [..............................] - ETA: 17:14 - loss: 173.2442 - logits_profile_predictions_loss: 157.2776 - logcount_predictions_loss: 8.4035 63/2034 [..............................] - ETA: 17:12 - loss: 173.1778 - logits_profile_predictions_loss: 157.3411 - logcount_predictions_loss: 8.3351 64/2034 [..............................] - ETA: 17:10 - loss: 173.1204 - logits_profile_predictions_loss: 157.4102 - logcount_predictions_loss: 8.2685 65/2034 [..............................] - ETA: 17:08 - loss: 173.0669 - logits_profile_predictions_loss: 157.4798 - logcount_predictions_loss: 8.2037 66/2034 [..............................] - ETA: 17:07 - loss: 173.0162 - logits_profile_predictions_loss: 157.5491 - logcount_predictions_loss: 8.1406 67/2034 [..............................] - ETA: 17:05 - loss: 172.9634 - logits_profile_predictions_loss: 157.6134 - logcount_predictions_loss: 8.0789 68/2034 [>.............................] - ETA: 17:03 - loss: 172.9134 - logits_profile_predictions_loss: 157.6778 - logcount_predictions_loss: 8.0187 69/2034 [>.............................] - ETA: 17:02 - loss: 172.8698 - logits_profile_predictions_loss: 157.7457 - logcount_predictions_loss: 7.9601 70/2034 [>.............................] - ETA: 17:00 - loss: 172.8237 - logits_profile_predictions_loss: 157.8085 - logcount_predictions_loss: 7.9028 71/2034 [>.............................] - ETA: 16:58 - loss: 172.7727 - logits_profile_predictions_loss: 157.8641 - logcount_predictions_loss: 7.8466 72/2034 [>.............................] - ETA: 16:57 - loss: 172.7220 - logits_profile_predictions_loss: 157.9176 - logcount_predictions_loss: 7.7918 73/2034 [>.............................] - ETA: 16:55 - loss: 172.6771 - logits_profile_predictions_loss: 157.9743 - logcount_predictions_loss: 7.7383 74/2034 [>.............................] - ETA: 16:54 - loss: 172.6278 - logits_profile_predictions_loss: 158.0246 - logcount_predictions_loss: 7.6859 75/2034 [>.............................] - ETA: 16:52 - loss: 172.5827 - logits_profile_predictions_loss: 158.0767 - logcount_predictions_loss: 7.6347 76/2034 [>.............................] - ETA: 16:51 - loss: 172.5471 - logits_profile_predictions_loss: 158.1359 - logcount_predictions_loss: 7.5849 77/2034 [>.............................] - ETA: 16:50 - loss: 172.5204 - logits_profile_predictions_loss: 158.2016 - logcount_predictions_loss: 7.5362 78/2034 [>.............................] - ETA: 16:48 - loss: 172.4913 - logits_profile_predictions_loss: 158.2630 - logcount_predictions_loss: 7.4886 79/2034 [>.............................] - ETA: 16:47 - loss: 172.4639 - logits_profile_predictions_loss: 158.3241 - logcount_predictions_loss: 7.4420 80/2034 [>.............................] - ETA: 16:45 - loss: 172.4349 - logits_profile_predictions_loss: 158.3819 - logcount_predictions_loss: 7.3963 81/2034 [>.............................] - ETA: 16:44 - loss: 172.4085 - logits_profile_predictions_loss: 158.4403 - logcount_predictions_loss: 7.3517 82/2034 [>.............................] - ETA: 16:43 - loss: 172.3829 - logits_profile_predictions_loss: 158.4977 - logcount_predictions_loss: 7.3080 83/2034 [>.............................] - ETA: 16:42 - loss: 172.3514 - logits_profile_predictions_loss: 158.5479 - logcount_predictions_loss: 7.2650 84/2034 [>.............................] - ETA: 16:40 - loss: 172.3226 - logits_profile_predictions_loss: 158.5989 - logcount_predictions_loss: 7.2230 85/2034 [>.............................] - ETA: 16:39 - loss: 172.2894 - logits_profile_predictions_loss: 158.6442 - logcount_predictions_loss: 7.1817 86/2034 [>.............................] - ETA: 16:38 - loss: 172.2568 - logits_profile_predictions_loss: 158.6886 - logcount_predictions_loss: 7.1412 87/2034 [>.............................] - ETA: 16:37 - loss: 172.2210 - logits_profile_predictions_loss: 158.7285 - logcount_predictions_loss: 7.1013 88/2034 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loss: 160.9568 - logits_profile_predictions_loss: 156.8464 - logcount_predictions_loss: 2.1633 2026/2034 [============================>.] - ETA: 3s - loss: 160.9544 - logits_profile_predictions_loss: 156.8449 - logcount_predictions_loss: 2.1629 2027/2034 [============================>.] - ETA: 3s - loss: 160.9521 - logits_profile_predictions_loss: 156.8435 - logcount_predictions_loss: 2.1624 2028/2034 [============================>.] - ETA: 2s - loss: 160.9497 - logits_profile_predictions_loss: 156.8421 - logcount_predictions_loss: 2.1619 2029/2034 [============================>.] - ETA: 2s - loss: 160.9474 - logits_profile_predictions_loss: 156.8407 - logcount_predictions_loss: 2.1614 2030/2034 [============================>.] - ETA: 1s - loss: 160.9451 - logits_profile_predictions_loss: 156.8392 - logcount_predictions_loss: 2.1609 2031/2034 [============================>.] - ETA: 1s - loss: 160.9427 - logits_profile_predictions_loss: 156.8378 - logcount_predictions_loss: 2.1605 2032/2034 [============================>.] - ETA: 0s - loss: 160.9404 - logits_profile_predictions_loss: 156.8364 - logcount_predictions_loss: 2.1600 2033/2034 [============================>.] - ETA: 0s - loss: 160.9381 - logits_profile_predictions_loss: 156.8349 - logcount_predictions_loss: 2.1595 2034/2034 [==============================] - ETA: 0s - loss: 160.9357 - logits_profile_predictions_loss: 156.8335 - logcount_predictions_loss: 2.1590 2034/2034 [==============================] - 1038s 504ms/step - loss: 160.9334 - logits_profile_predictions_loss: 156.8321 - logcount_predictions_loss: 2.1586 - val_loss: 148.1057 - val_logits_profile_predictions_loss: 147.2349 - val_logcount_predictions_loss: 0.4583 + +Epoch 00001: val_loss improved from inf to 148.10571, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 2/50 + 1/2034 [..............................] - ETA: 17:26 - loss: 201.4694 - logits_profile_predictions_loss: 200.0626 - logcount_predictions_loss: 0.7404 2/2034 [..............................] - ETA: 16:24 - loss: 187.7603 - logits_profile_predictions_loss: 186.5126 - logcount_predictions_loss: 0.6567 3/2034 [..............................] - ETA: 16:23 - loss: 176.5891 - logits_profile_predictions_loss: 175.4001 - logcount_predictions_loss: 0.6258 4/2034 [..............................] - ETA: 16:21 - loss: 171.1876 - logits_profile_predictions_loss: 170.0414 - logcount_predictions_loss: 0.6033 5/2034 [..............................] - ETA: 16:20 - loss: 167.1946 - logits_profile_predictions_loss: 166.0506 - logcount_predictions_loss: 0.6021 6/2034 [..............................] - ETA: 16:19 - loss: 164.4970 - logits_profile_predictions_loss: 163.3543 - logcount_predictions_loss: 0.6015 7/2034 [..............................] - ETA: 16:18 - loss: 162.4941 - logits_profile_predictions_loss: 161.3614 - logcount_predictions_loss: 0.5962 8/2034 [..............................] - ETA: 16:17 - loss: 161.3031 - logits_profile_predictions_loss: 160.1818 - logcount_predictions_loss: 0.5901 9/2034 [..............................] - ETA: 16:16 - loss: 160.3066 - logits_profile_predictions_loss: 159.1958 - logcount_predictions_loss: 0.5846 10/2034 [..............................] - ETA: 16:16 - loss: 159.2558 - logits_profile_predictions_loss: 158.1566 - logcount_predictions_loss: 0.5785 11/2034 [..............................] - ETA: 16:15 - loss: 158.2273 - logits_profile_predictions_loss: 157.1376 - logcount_predictions_loss: 0.5735 12/2034 [..............................] - ETA: 16:15 - loss: 157.3774 - logits_profile_predictions_loss: 156.2947 - logcount_predictions_loss: 0.5698 13/2034 [..............................] - ETA: 16:14 - loss: 156.6987 - logits_profile_predictions_loss: 155.6208 - logcount_predictions_loss: 0.5673 14/2034 [..............................] - ETA: 16:13 - loss: 156.2253 - 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[..............................] - ETA: 16:10 - loss: 155.0471 - logits_profile_predictions_loss: 153.9767 - logcount_predictions_loss: 0.5634 22/2034 [..............................] - ETA: 16:10 - loss: 154.9802 - logits_profile_predictions_loss: 153.9088 - logcount_predictions_loss: 0.5638 23/2034 [..............................] - ETA: 16:10 - loss: 154.9171 - logits_profile_predictions_loss: 153.8456 - logcount_predictions_loss: 0.5639 24/2034 [..............................] - ETA: 16:09 - loss: 154.8631 - logits_profile_predictions_loss: 153.7914 - logcount_predictions_loss: 0.5641 25/2034 [..............................] - ETA: 16:08 - loss: 154.8227 - logits_profile_predictions_loss: 153.7511 - logcount_predictions_loss: 0.5640 26/2034 [..............................] - ETA: 16:08 - loss: 154.7876 - logits_profile_predictions_loss: 153.7161 - logcount_predictions_loss: 0.5639 27/2034 [..............................] - ETA: 16:07 - loss: 154.7479 - 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[..............................] - ETA: 16:04 - loss: 154.4899 - logits_profile_predictions_loss: 153.4188 - logcount_predictions_loss: 0.5637 35/2034 [..............................] - ETA: 16:03 - loss: 154.4406 - logits_profile_predictions_loss: 153.3699 - logcount_predictions_loss: 0.5635 36/2034 [..............................] - ETA: 16:03 - loss: 154.4175 - logits_profile_predictions_loss: 153.3472 - logcount_predictions_loss: 0.5633 37/2034 [..............................] - ETA: 16:02 - loss: 154.3634 - logits_profile_predictions_loss: 153.2935 - logcount_predictions_loss: 0.5631 38/2034 [..............................] - ETA: 16:02 - loss: 154.3200 - logits_profile_predictions_loss: 153.2505 - logcount_predictions_loss: 0.5629 39/2034 [..............................] - ETA: 16:01 - loss: 154.2696 - logits_profile_predictions_loss: 153.2004 - logcount_predictions_loss: 0.5627 40/2034 [..............................] - ETA: 16:01 - loss: 154.2404 - 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[..............................] - ETA: 15:57 - loss: 154.1335 - logits_profile_predictions_loss: 153.0647 - logcount_predictions_loss: 0.5625 48/2034 [..............................] - ETA: 15:57 - loss: 154.1274 - logits_profile_predictions_loss: 153.0586 - logcount_predictions_loss: 0.5625 49/2034 [..............................] - ETA: 15:56 - loss: 154.1242 - logits_profile_predictions_loss: 153.0554 - logcount_predictions_loss: 0.5626 50/2034 [..............................] - ETA: 15:56 - loss: 154.1197 - logits_profile_predictions_loss: 153.0508 - logcount_predictions_loss: 0.5626 51/2034 [..............................] - ETA: 15:55 - loss: 154.1179 - logits_profile_predictions_loss: 153.0489 - logcount_predictions_loss: 0.5626 52/2034 [..............................] - ETA: 15:55 - loss: 154.1324 - logits_profile_predictions_loss: 153.0633 - logcount_predictions_loss: 0.5627 53/2034 [..............................] - ETA: 15:54 - loss: 154.1574 - 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[..............................] - ETA: 15:50 - loss: 154.3629 - logits_profile_predictions_loss: 153.2914 - logcount_predictions_loss: 0.5640 61/2034 [..............................] - ETA: 15:50 - loss: 154.3802 - logits_profile_predictions_loss: 153.3085 - logcount_predictions_loss: 0.5641 62/2034 [..............................] - ETA: 15:49 - loss: 154.3979 - logits_profile_predictions_loss: 153.3260 - logcount_predictions_loss: 0.5642 63/2034 [..............................] - ETA: 15:49 - loss: 154.4134 - logits_profile_predictions_loss: 153.3414 - logcount_predictions_loss: 0.5642 64/2034 [..............................] - ETA: 15:48 - loss: 154.4348 - logits_profile_predictions_loss: 153.3627 - logcount_predictions_loss: 0.5643 65/2034 [..............................] - ETA: 15:48 - loss: 154.4551 - logits_profile_predictions_loss: 153.3829 - logcount_predictions_loss: 0.5643 66/2034 [..............................] - ETA: 15:47 - loss: 154.4677 - 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logits_profile_predictions_loss: 153.0010 - logcount_predictions_loss: 0.5668 288/2034 [===>..........................] - ETA: 14:01 - loss: 154.0695 - logits_profile_predictions_loss: 152.9927 - logcount_predictions_loss: 0.5668 289/2034 [===>..........................] - ETA: 14:00 - loss: 154.0612 - logits_profile_predictions_loss: 152.9844 - logcount_predictions_loss: 0.5667 290/2034 [===>..........................] - ETA: 14:00 - loss: 154.0527 - logits_profile_predictions_loss: 152.9760 - logcount_predictions_loss: 0.5667 291/2034 [===>..........................] - ETA: 13:59 - loss: 154.0449 - logits_profile_predictions_loss: 152.9682 - logcount_predictions_loss: 0.5667 292/2034 [===>..........................] - ETA: 13:59 - loss: 154.0371 - logits_profile_predictions_loss: 152.9605 - logcount_predictions_loss: 0.5666 293/2034 [===>..........................] - ETA: 13:58 - loss: 154.0292 - logits_profile_predictions_loss: 152.9527 - logcount_predictions_loss: 0.5666 294/2034 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logits_profile_predictions_loss: 152.9035 - logcount_predictions_loss: 0.5665 301/2034 [===>..........................] - ETA: 13:54 - loss: 153.9732 - logits_profile_predictions_loss: 152.8969 - logcount_predictions_loss: 0.5665 302/2034 [===>..........................] - ETA: 13:54 - loss: 153.9665 - logits_profile_predictions_loss: 152.8902 - logcount_predictions_loss: 0.5664 303/2034 [===>..........................] - ETA: 13:53 - loss: 153.9598 - logits_profile_predictions_loss: 152.8836 - logcount_predictions_loss: 0.5664 304/2034 [===>..........................] - ETA: 13:53 - loss: 153.9530 - logits_profile_predictions_loss: 152.8769 - logcount_predictions_loss: 0.5664 305/2034 [===>..........................] - ETA: 13:52 - loss: 153.9458 - logits_profile_predictions_loss: 152.8697 - logcount_predictions_loss: 0.5664 306/2034 [===>..........................] - ETA: 13:52 - loss: 153.9384 - logits_profile_predictions_loss: 152.8623 - logcount_predictions_loss: 0.5663 307/2034 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logits_profile_predictions_loss: 152.8108 - logcount_predictions_loss: 0.5662 314/2034 [===>..........................] - ETA: 13:48 - loss: 153.8787 - logits_profile_predictions_loss: 152.8030 - logcount_predictions_loss: 0.5661 315/2034 [===>..........................] - ETA: 13:48 - loss: 153.8708 - logits_profile_predictions_loss: 152.7952 - logcount_predictions_loss: 0.5661 316/2034 [===>..........................] - ETA: 13:47 - loss: 153.8629 - logits_profile_predictions_loss: 152.7873 - logcount_predictions_loss: 0.5661 317/2034 [===>..........................] - ETA: 13:47 - loss: 153.8553 - logits_profile_predictions_loss: 152.7798 - logcount_predictions_loss: 0.5661 318/2034 [===>..........................] - ETA: 13:46 - loss: 153.8477 - logits_profile_predictions_loss: 152.7723 - logcount_predictions_loss: 0.5660 319/2034 [===>..........................] - ETA: 13:46 - loss: 153.8402 - logits_profile_predictions_loss: 152.7648 - logcount_predictions_loss: 0.5660 320/2034 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logits_profile_predictions_loss: 152.7099 - logcount_predictions_loss: 0.5658 327/2034 [===>..........................] - ETA: 13:42 - loss: 153.7772 - logits_profile_predictions_loss: 152.7022 - logcount_predictions_loss: 0.5658 328/2034 [===>..........................] - ETA: 13:41 - loss: 153.7695 - logits_profile_predictions_loss: 152.6946 - logcount_predictions_loss: 0.5657 329/2034 [===>..........................] - ETA: 13:41 - loss: 153.7621 - logits_profile_predictions_loss: 152.6873 - logcount_predictions_loss: 0.5657 330/2034 [===>..........................] - ETA: 13:40 - loss: 153.7551 - logits_profile_predictions_loss: 152.6803 - logcount_predictions_loss: 0.5657 331/2034 [===>..........................] - ETA: 13:40 - loss: 153.7482 - logits_profile_predictions_loss: 152.6734 - logcount_predictions_loss: 0.5657 332/2034 [===>..........................] - ETA: 13:39 - loss: 153.7412 - logits_profile_predictions_loss: 152.6665 - logcount_predictions_loss: 0.5656 333/2034 [===>..........................] - ETA: 13:39 - loss: 153.7343 - logits_profile_predictions_loss: 152.6596 - logcount_predictions_loss: 0.5656 334/2034 [===>..........................] - ETA: 13:38 - loss: 153.7272 - logits_profile_predictions_loss: 152.6526 - logcount_predictions_loss: 0.5656 335/2034 [===>..........................] - ETA: 13:38 - loss: 153.7202 - logits_profile_predictions_loss: 152.6457 - logcount_predictions_loss: 0.5656 336/2034 [===>..........................] - ETA: 13:37 - loss: 153.7134 - logits_profile_predictions_loss: 152.6389 - logcount_predictions_loss: 0.5655 337/2034 [===>..........................] - ETA: 13:37 - loss: 153.7067 - logits_profile_predictions_loss: 152.6322 - logcount_predictions_loss: 0.5655 338/2034 [===>..........................] - ETA: 13:36 - loss: 153.7001 - logits_profile_predictions_loss: 152.6256 - logcount_predictions_loss: 0.5655 339/2034 [====>.........................] - ETA: 13:36 - loss: 153.6934 - logits_profile_predictions_loss: 152.6190 - logcount_predictions_loss: 0.5655 340/2034 [====>.........................] - ETA: 13:36 - loss: 153.6868 - logits_profile_predictions_loss: 152.6125 - logcount_predictions_loss: 0.5654 341/2034 [====>.........................] - ETA: 13:35 - loss: 153.6805 - logits_profile_predictions_loss: 152.6061 - logcount_predictions_loss: 0.5654 342/2034 [====>.........................] - ETA: 13:35 - loss: 153.6742 - logits_profile_predictions_loss: 152.5999 - logcount_predictions_loss: 0.5654 343/2034 [====>.........................] - ETA: 13:34 - loss: 153.6677 - logits_profile_predictions_loss: 152.5934 - logcount_predictions_loss: 0.5654 344/2034 [====>.........................] - ETA: 13:34 - loss: 153.6614 - logits_profile_predictions_loss: 152.5872 - logcount_predictions_loss: 0.5654 345/2034 [====>.........................] - ETA: 13:33 - loss: 153.6552 - logits_profile_predictions_loss: 152.5810 - logcount_predictions_loss: 0.5653 346/2034 [====>.........................] - ETA: 13:33 - loss: 153.6489 - logits_profile_predictions_loss: 152.5747 - logcount_predictions_loss: 0.5653 347/2034 [====>.........................] - ETA: 13:32 - loss: 153.6428 - logits_profile_predictions_loss: 152.5687 - logcount_predictions_loss: 0.5653 348/2034 [====>.........................] - ETA: 13:32 - loss: 153.6367 - logits_profile_predictions_loss: 152.5627 - logcount_predictions_loss: 0.5653 349/2034 [====>.........................] - ETA: 13:31 - loss: 153.6307 - logits_profile_predictions_loss: 152.5567 - logcount_predictions_loss: 0.5653 350/2034 [====>.........................] - ETA: 13:31 - loss: 153.6246 - logits_profile_predictions_loss: 152.5506 - logcount_predictions_loss: 0.5652 351/2034 [====>.........................] - ETA: 13:30 - loss: 153.6185 - logits_profile_predictions_loss: 152.5445 - logcount_predictions_loss: 0.5652 352/2034 [====>.........................] - ETA: 13:30 - loss: 153.6124 - logits_profile_predictions_loss: 152.5385 - logcount_predictions_loss: 0.5652 353/2034 [====>.........................] - ETA: 13:29 - loss: 153.6060 - logits_profile_predictions_loss: 152.5321 - logcount_predictions_loss: 0.5652 354/2034 [====>.........................] - ETA: 13:29 - loss: 153.5996 - logits_profile_predictions_loss: 152.5258 - logcount_predictions_loss: 0.5652 355/2034 [====>.........................] - ETA: 13:28 - loss: 153.5935 - logits_profile_predictions_loss: 152.5197 - logcount_predictions_loss: 0.5651 356/2034 [====>.........................] - ETA: 13:28 - loss: 153.5872 - logits_profile_predictions_loss: 152.5134 - logcount_predictions_loss: 0.5651 357/2034 [====>.........................] - ETA: 13:27 - loss: 153.5807 - logits_profile_predictions_loss: 152.5071 - logcount_predictions_loss: 0.5651 358/2034 [====>.........................] - ETA: 13:27 - loss: 153.5745 - logits_profile_predictions_loss: 152.5008 - logcount_predictions_loss: 0.5651 359/2034 [====>.........................] - ETA: 13:26 - loss: 153.5685 - logits_profile_predictions_loss: 152.4949 - logcount_predictions_loss: 0.5650 360/2034 [====>.........................] - ETA: 13:26 - loss: 153.5624 - logits_profile_predictions_loss: 152.4888 - logcount_predictions_loss: 0.5650 361/2034 [====>.........................] - ETA: 13:26 - loss: 153.5562 - logits_profile_predictions_loss: 152.4827 - logcount_predictions_loss: 0.5650 362/2034 [====>.........................] - ETA: 13:25 - loss: 153.5503 - logits_profile_predictions_loss: 152.4768 - logcount_predictions_loss: 0.5650 363/2034 [====>.........................] - ETA: 13:25 - loss: 153.5442 - logits_profile_predictions_loss: 152.4708 - logcount_predictions_loss: 0.5650 364/2034 [====>.........................] - ETA: 13:24 - loss: 153.5380 - logits_profile_predictions_loss: 152.4646 - logcount_predictions_loss: 0.5649 365/2034 [====>.........................] - ETA: 13:24 - loss: 153.5317 - logits_profile_predictions_loss: 152.4584 - logcount_predictions_loss: 0.5649 366/2034 [====>.........................] - ETA: 13:23 - loss: 153.5254 - logits_profile_predictions_loss: 152.4521 - logcount_predictions_loss: 0.5649 367/2034 [====>.........................] - ETA: 13:23 - loss: 153.5190 - logits_profile_predictions_loss: 152.4457 - logcount_predictions_loss: 0.5649 368/2034 [====>.........................] - ETA: 13:22 - loss: 153.5127 - logits_profile_predictions_loss: 152.4395 - logcount_predictions_loss: 0.5648 369/2034 [====>.........................] - ETA: 13:22 - loss: 153.5064 - logits_profile_predictions_loss: 152.4332 - logcount_predictions_loss: 0.5648 370/2034 [====>.........................] - ETA: 13:21 - loss: 153.5000 - logits_profile_predictions_loss: 152.4269 - logcount_predictions_loss: 0.5648 371/2034 [====>.........................] - ETA: 13:21 - loss: 153.4936 - logits_profile_predictions_loss: 152.4205 - logcount_predictions_loss: 0.5648 372/2034 [====>.........................] - ETA: 13:20 - loss: 153.4871 - logits_profile_predictions_loss: 152.4140 - logcount_predictions_loss: 0.5647 373/2034 [====>.........................] - ETA: 13:20 - loss: 153.4808 - logits_profile_predictions_loss: 152.4078 - logcount_predictions_loss: 0.5647 374/2034 [====>.........................] - ETA: 13:19 - loss: 153.4746 - logits_profile_predictions_loss: 152.4017 - logcount_predictions_loss: 0.5647 375/2034 [====>.........................] - ETA: 13:19 - loss: 153.4683 - logits_profile_predictions_loss: 152.3954 - logcount_predictions_loss: 0.5647 376/2034 [====>.........................] - ETA: 13:18 - loss: 153.4619 - logits_profile_predictions_loss: 152.3891 - logcount_predictions_loss: 0.5646 377/2034 [====>.........................] - ETA: 13:18 - loss: 153.4555 - logits_profile_predictions_loss: 152.3827 - logcount_predictions_loss: 0.5646 378/2034 [====>.........................] - ETA: 13:17 - loss: 153.4491 - logits_profile_predictions_loss: 152.3764 - logcount_predictions_loss: 0.5646 379/2034 [====>.........................] - ETA: 13:17 - loss: 153.4427 - logits_profile_predictions_loss: 152.3700 - logcount_predictions_loss: 0.5646 380/2034 [====>.........................] - ETA: 13:16 - loss: 153.4361 - logits_profile_predictions_loss: 152.3635 - logcount_predictions_loss: 0.5645 381/2034 [====>.........................] - ETA: 13:16 - loss: 153.4296 - logits_profile_predictions_loss: 152.3570 - logcount_predictions_loss: 0.5645 382/2034 [====>.........................] - ETA: 13:15 - loss: 153.4231 - logits_profile_predictions_loss: 152.3506 - logcount_predictions_loss: 0.5645 383/2034 [====>.........................] - ETA: 13:15 - loss: 153.4167 - logits_profile_predictions_loss: 152.3442 - logcount_predictions_loss: 0.5645 384/2034 [====>.........................] - ETA: 13:14 - loss: 153.4104 - logits_profile_predictions_loss: 152.3379 - logcount_predictions_loss: 0.5644 385/2034 [====>.........................] - ETA: 13:14 - loss: 153.4042 - logits_profile_predictions_loss: 152.3318 - logcount_predictions_loss: 0.5644 386/2034 [====>.........................] - ETA: 13:14 - loss: 153.3980 - logits_profile_predictions_loss: 152.3257 - logcount_predictions_loss: 0.5644 387/2034 [====>.........................] - ETA: 13:13 - loss: 153.3918 - logits_profile_predictions_loss: 152.3196 - logcount_predictions_loss: 0.5644 388/2034 [====>.........................] - ETA: 13:13 - loss: 153.3857 - logits_profile_predictions_loss: 152.3135 - logcount_predictions_loss: 0.5643 389/2034 [====>.........................] - ETA: 13:12 - loss: 153.3799 - logits_profile_predictions_loss: 152.3077 - logcount_predictions_loss: 0.5643 390/2034 [====>.........................] - ETA: 13:12 - loss: 153.3740 - logits_profile_predictions_loss: 152.3019 - logcount_predictions_loss: 0.5643 391/2034 [====>.........................] - ETA: 13:11 - loss: 153.3683 - logits_profile_predictions_loss: 152.2962 - logcount_predictions_loss: 0.5643 392/2034 [====>.........................] - ETA: 13:11 - loss: 153.3626 - logits_profile_predictions_loss: 152.2905 - logcount_predictions_loss: 0.5642 393/2034 [====>.........................] - ETA: 13:10 - loss: 153.3569 - logits_profile_predictions_loss: 152.2848 - logcount_predictions_loss: 0.5642 394/2034 [====>.........................] - ETA: 13:10 - loss: 153.3513 - logits_profile_predictions_loss: 152.2793 - logcount_predictions_loss: 0.5642 395/2034 [====>.........................] - ETA: 13:09 - loss: 153.3455 - logits_profile_predictions_loss: 152.2736 - logcount_predictions_loss: 0.5642 396/2034 [====>.........................] - ETA: 13:09 - loss: 153.3398 - logits_profile_predictions_loss: 152.2680 - logcount_predictions_loss: 0.5641 397/2034 [====>.........................] - ETA: 13:08 - loss: 153.3344 - logits_profile_predictions_loss: 152.2626 - logcount_predictions_loss: 0.5641 398/2034 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[===========================>..] - ETA: 42s - loss: 151.3805 - logits_profile_predictions_loss: 150.3426 - logcount_predictions_loss: 0.5463 1946/2034 [===========================>..] - ETA: 42s - loss: 151.3801 - logits_profile_predictions_loss: 150.3422 - logcount_predictions_loss: 0.5463 1947/2034 [===========================>..] - ETA: 41s - loss: 151.3797 - logits_profile_predictions_loss: 150.3418 - logcount_predictions_loss: 0.5463 1948/2034 [===========================>..] - ETA: 41s - loss: 151.3794 - logits_profile_predictions_loss: 150.3415 - logcount_predictions_loss: 0.5463 1949/2034 [===========================>..] - ETA: 40s - loss: 151.3790 - logits_profile_predictions_loss: 150.3411 - logcount_predictions_loss: 0.5462 1950/2034 [===========================>..] - ETA: 40s - loss: 151.3786 - logits_profile_predictions_loss: 150.3407 - logcount_predictions_loss: 0.5462 1951/2034 [===========================>..] - ETA: 40s - loss: 151.3782 - 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[===========================>..] - ETA: 36s - loss: 151.3756 - logits_profile_predictions_loss: 150.3378 - logcount_predictions_loss: 0.5462 1959/2034 [===========================>..] - ETA: 36s - loss: 151.3752 - logits_profile_predictions_loss: 150.3374 - logcount_predictions_loss: 0.5462 1960/2034 [===========================>..] - ETA: 35s - loss: 151.3748 - logits_profile_predictions_loss: 150.3370 - logcount_predictions_loss: 0.5462 1961/2034 [===========================>..] - ETA: 35s - loss: 151.3744 - logits_profile_predictions_loss: 150.3367 - logcount_predictions_loss: 0.5462 1962/2034 [===========================>..] - ETA: 34s - loss: 151.3740 - logits_profile_predictions_loss: 150.3363 - logcount_predictions_loss: 0.5462 1963/2034 [===========================>..] - ETA: 34s - loss: 151.3736 - logits_profile_predictions_loss: 150.3359 - logcount_predictions_loss: 0.5461 1964/2034 [===========================>..] - ETA: 33s - loss: 151.3733 - 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[============================>.] - ETA: 30s - loss: 151.3705 - logits_profile_predictions_loss: 150.3329 - logcount_predictions_loss: 0.5461 1972/2034 [============================>.] - ETA: 29s - loss: 151.3701 - logits_profile_predictions_loss: 150.3325 - logcount_predictions_loss: 0.5461 1973/2034 [============================>.] - ETA: 29s - loss: 151.3697 - logits_profile_predictions_loss: 150.3321 - logcount_predictions_loss: 0.5461 1974/2034 [============================>.] - ETA: 28s - loss: 151.3693 - logits_profile_predictions_loss: 150.3318 - logcount_predictions_loss: 0.5461 1975/2034 [============================>.] - ETA: 28s - loss: 151.3689 - logits_profile_predictions_loss: 150.3314 - logcount_predictions_loss: 0.5461 1976/2034 [============================>.] - ETA: 27s - loss: 151.3685 - logits_profile_predictions_loss: 150.3310 - logcount_predictions_loss: 0.5461 1977/2034 [============================>.] - ETA: 27s - loss: 151.3681 - 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[============================>.] - ETA: 24s - loss: 151.3652 - logits_profile_predictions_loss: 150.3278 - logcount_predictions_loss: 0.5460 1985/2034 [============================>.] - ETA: 23s - loss: 151.3648 - logits_profile_predictions_loss: 150.3274 - logcount_predictions_loss: 0.5460 1986/2034 [============================>.] - ETA: 23s - loss: 151.3644 - logits_profile_predictions_loss: 150.3270 - logcount_predictions_loss: 0.5460 1987/2034 [============================>.] - ETA: 22s - loss: 151.3640 - logits_profile_predictions_loss: 150.3266 - logcount_predictions_loss: 0.5460 1988/2034 [============================>.] - ETA: 22s - loss: 151.3636 - logits_profile_predictions_loss: 150.3262 - logcount_predictions_loss: 0.5460 1989/2034 [============================>.] - ETA: 21s - loss: 151.3632 - logits_profile_predictions_loss: 150.3258 - logcount_predictions_loss: 0.5460 1990/2034 [============================>.] - ETA: 21s - loss: 151.3627 - 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[============================>.] - ETA: 17s - loss: 151.3599 - logits_profile_predictions_loss: 150.3227 - logcount_predictions_loss: 0.5459 1998/2034 [============================>.] - ETA: 17s - loss: 151.3595 - logits_profile_predictions_loss: 150.3223 - logcount_predictions_loss: 0.5459 1999/2034 [============================>.] - ETA: 16s - loss: 151.3591 - logits_profile_predictions_loss: 150.3219 - logcount_predictions_loss: 0.5459 2000/2034 [============================>.] - ETA: 16s - loss: 151.3587 - logits_profile_predictions_loss: 150.3215 - logcount_predictions_loss: 0.5459 2001/2034 [============================>.] - ETA: 15s - loss: 151.3583 - logits_profile_predictions_loss: 150.3211 - logcount_predictions_loss: 0.5459 2002/2034 [============================>.] - ETA: 15s - loss: 151.3579 - logits_profile_predictions_loss: 150.3207 - logcount_predictions_loss: 0.5459 2003/2034 [============================>.] - ETA: 14s - loss: 151.3575 - 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[============================>.] - ETA: 11s - loss: 151.3547 - logits_profile_predictions_loss: 150.3177 - logcount_predictions_loss: 0.5458 2011/2034 [============================>.] - ETA: 11s - loss: 151.3543 - logits_profile_predictions_loss: 150.3173 - logcount_predictions_loss: 0.5458 2012/2034 [============================>.] - ETA: 10s - loss: 151.3539 - logits_profile_predictions_loss: 150.3169 - logcount_predictions_loss: 0.5458 2013/2034 [============================>.] - ETA: 10s - loss: 151.3535 - logits_profile_predictions_loss: 150.3165 - logcount_predictions_loss: 0.5458 2014/2034 [============================>.] - ETA: 9s - loss: 151.3531 - logits_profile_predictions_loss: 150.3161 - logcount_predictions_loss: 0.5458  2015/2034 [============================>.] - ETA: 9s - loss: 151.3527 - logits_profile_predictions_loss: 150.3157 - logcount_predictions_loss: 0.5458 2016/2034 [============================>.] - ETA: 8s - loss: 151.3523 - logits_profile_predictions_loss: 150.3153 - logcount_predictions_loss: 0.5458 2017/2034 [============================>.] - ETA: 8s - loss: 151.3519 - logits_profile_predictions_loss: 150.3150 - logcount_predictions_loss: 0.5458 2018/2034 [============================>.] - ETA: 7s - loss: 151.3515 - logits_profile_predictions_loss: 150.3146 - logcount_predictions_loss: 0.5457 2019/2034 [============================>.] - ETA: 7s - loss: 151.3511 - logits_profile_predictions_loss: 150.3142 - logcount_predictions_loss: 0.5457 2020/2034 [============================>.] - ETA: 6s - loss: 151.3507 - logits_profile_predictions_loss: 150.3138 - logcount_predictions_loss: 0.5457 2021/2034 [============================>.] - ETA: 6s - loss: 151.3503 - logits_profile_predictions_loss: 150.3134 - logcount_predictions_loss: 0.5457 2022/2034 [============================>.] - ETA: 5s - loss: 151.3499 - logits_profile_predictions_loss: 150.3130 - logcount_predictions_loss: 0.5457 2023/2034 [============================>.] - ETA: 5s - loss: 151.3495 - logits_profile_predictions_loss: 150.3126 - logcount_predictions_loss: 0.5457 2024/2034 [============================>.] - ETA: 4s - loss: 151.3491 - logits_profile_predictions_loss: 150.3122 - logcount_predictions_loss: 0.5457 2025/2034 [============================>.] - ETA: 4s - loss: 151.3487 - logits_profile_predictions_loss: 150.3118 - logcount_predictions_loss: 0.5457 2026/2034 [============================>.] - ETA: 3s - loss: 151.3483 - logits_profile_predictions_loss: 150.3115 - logcount_predictions_loss: 0.5457 2027/2034 [============================>.] - ETA: 3s - loss: 151.3479 - logits_profile_predictions_loss: 150.3111 - logcount_predictions_loss: 0.5457 2028/2034 [============================>.] - ETA: 2s - loss: 151.3475 - logits_profile_predictions_loss: 150.3107 - logcount_predictions_loss: 0.5457 2029/2034 [============================>.] - ETA: 2s - loss: 151.3471 - logits_profile_predictions_loss: 150.3103 - logcount_predictions_loss: 0.5457 2030/2034 [============================>.] - ETA: 1s - loss: 151.3467 - logits_profile_predictions_loss: 150.3100 - logcount_predictions_loss: 0.5457 2031/2034 [============================>.] - ETA: 1s - loss: 151.3463 - logits_profile_predictions_loss: 150.3096 - logcount_predictions_loss: 0.5456 2032/2034 [============================>.] - ETA: 0s - loss: 151.3460 - logits_profile_predictions_loss: 150.3092 - logcount_predictions_loss: 0.5456 2033/2034 [============================>.] - ETA: 0s - loss: 151.3456 - logits_profile_predictions_loss: 150.3089 - logcount_predictions_loss: 0.5456 2034/2034 [==============================] - ETA: 0s - loss: 151.3452 - logits_profile_predictions_loss: 150.3085 - logcount_predictions_loss: 0.5456 2034/2034 [==============================] - 1017s 500ms/step - loss: 151.3448 - logits_profile_predictions_loss: 150.3082 - logcount_predictions_loss: 0.5456 - val_loss: 146.8044 - val_logits_profile_predictions_loss: 146.0349 - val_logcount_predictions_loss: 0.4049 + +Epoch 00002: val_loss improved from 148.10571 to 146.80437, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 3/50 + 1/2034 [..............................] - ETA: 17:21 - loss: 159.4344 - logits_profile_predictions_loss: 158.7845 - logcount_predictions_loss: 0.3420 2/2034 [..............................] - ETA: 16:18 - loss: 154.9228 - logits_profile_predictions_loss: 154.2477 - logcount_predictions_loss: 0.3553 3/2034 [..............................] - ETA: 16:18 - loss: 154.4493 - logits_profile_predictions_loss: 153.7602 - logcount_predictions_loss: 0.3627 4/2034 [..............................] - ETA: 16:18 - loss: 155.4462 - logits_profile_predictions_loss: 154.7624 - logcount_predictions_loss: 0.3599 5/2034 [..............................] - ETA: 16:17 - loss: 156.2358 - logits_profile_predictions_loss: 155.5446 - logcount_predictions_loss: 0.3638 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[..............................] - ETA: 16:11 - loss: 156.1119 - logits_profile_predictions_loss: 155.3017 - logcount_predictions_loss: 0.4264 20/2034 [..............................] - ETA: 16:11 - loss: 155.9365 - logits_profile_predictions_loss: 155.1214 - logcount_predictions_loss: 0.4290 21/2034 [..............................] - ETA: 16:10 - loss: 155.7900 - logits_profile_predictions_loss: 154.9696 - logcount_predictions_loss: 0.4318 22/2034 [..............................] - ETA: 16:10 - loss: 155.5845 - logits_profile_predictions_loss: 154.7590 - logcount_predictions_loss: 0.4345 23/2034 [..............................] - ETA: 16:09 - loss: 155.3701 - logits_profile_predictions_loss: 154.5399 - logcount_predictions_loss: 0.4369 24/2034 [..............................] - ETA: 16:09 - loss: 155.1820 - logits_profile_predictions_loss: 154.3481 - logcount_predictions_loss: 0.4389 25/2034 [..............................] - ETA: 16:09 - loss: 154.9985 - 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[..............................] - ETA: 16:05 - loss: 153.6143 - logits_profile_predictions_loss: 152.7590 - logcount_predictions_loss: 0.4501 33/2034 [..............................] - ETA: 16:04 - loss: 153.4166 - logits_profile_predictions_loss: 152.5595 - logcount_predictions_loss: 0.4511 34/2034 [..............................] - ETA: 16:04 - loss: 153.2426 - logits_profile_predictions_loss: 152.3836 - logcount_predictions_loss: 0.4521 35/2034 [..............................] - ETA: 16:03 - loss: 153.0950 - logits_profile_predictions_loss: 152.2342 - logcount_predictions_loss: 0.4531 36/2034 [..............................] - ETA: 16:03 - loss: 152.9838 - logits_profile_predictions_loss: 152.1212 - logcount_predictions_loss: 0.4540 37/2034 [..............................] - ETA: 16:02 - loss: 152.8784 - logits_profile_predictions_loss: 152.0143 - logcount_predictions_loss: 0.4548 38/2034 [..............................] - ETA: 16:02 - loss: 152.7871 - 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[=====>........................] - ETA: 13:02 - loss: 150.4250 - logits_profile_predictions_loss: 149.4975 - logcount_predictions_loss: 0.4882 410/2034 [=====>........................] - ETA: 13:01 - loss: 150.4215 - logits_profile_predictions_loss: 149.4940 - logcount_predictions_loss: 0.4882 411/2034 [=====>........................] - ETA: 13:01 - loss: 150.4178 - logits_profile_predictions_loss: 149.4903 - logcount_predictions_loss: 0.4882 412/2034 [=====>........................] - ETA: 13:00 - loss: 150.4141 - logits_profile_predictions_loss: 149.4865 - logcount_predictions_loss: 0.4882 413/2034 [=====>........................] - ETA: 13:00 - loss: 150.4105 - logits_profile_predictions_loss: 149.4830 - logcount_predictions_loss: 0.4882 414/2034 [=====>........................] - ETA: 13:00 - loss: 150.4069 - logits_profile_predictions_loss: 149.4793 - logcount_predictions_loss: 0.4882 415/2034 [=====>........................] - ETA: 12:59 - loss: 150.4033 - 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[=====>........................] - ETA: 12:56 - loss: 150.3798 - logits_profile_predictions_loss: 149.4521 - logcount_predictions_loss: 0.4883 423/2034 [=====>........................] - ETA: 12:55 - loss: 150.3764 - logits_profile_predictions_loss: 149.4486 - logcount_predictions_loss: 0.4883 424/2034 [=====>........................] - ETA: 12:55 - loss: 150.3730 - logits_profile_predictions_loss: 149.4452 - logcount_predictions_loss: 0.4883 425/2034 [=====>........................] - ETA: 12:54 - loss: 150.3695 - logits_profile_predictions_loss: 149.4417 - logcount_predictions_loss: 0.4883 426/2034 [=====>........................] - ETA: 12:54 - loss: 150.3660 - logits_profile_predictions_loss: 149.4382 - logcount_predictions_loss: 0.4883 427/2034 [=====>........................] - ETA: 12:53 - loss: 150.3623 - logits_profile_predictions_loss: 149.4345 - logcount_predictions_loss: 0.4883 428/2034 [=====>........................] - ETA: 12:53 - loss: 150.3586 - 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[=====>........................] - ETA: 12:49 - loss: 150.3323 - logits_profile_predictions_loss: 149.4043 - logcount_predictions_loss: 0.4884 436/2034 [=====>........................] - ETA: 12:49 - loss: 150.3289 - logits_profile_predictions_loss: 149.4009 - logcount_predictions_loss: 0.4884 437/2034 [=====>........................] - ETA: 12:48 - loss: 150.3255 - logits_profile_predictions_loss: 149.3975 - logcount_predictions_loss: 0.4884 438/2034 [=====>........................] - ETA: 12:48 - loss: 150.3222 - logits_profile_predictions_loss: 149.3942 - logcount_predictions_loss: 0.4884 439/2034 [=====>........................] - ETA: 12:47 - loss: 150.3189 - logits_profile_predictions_loss: 149.3909 - logcount_predictions_loss: 0.4885 440/2034 [=====>........................] - ETA: 12:47 - loss: 150.3157 - logits_profile_predictions_loss: 149.3877 - logcount_predictions_loss: 0.4885 441/2034 [=====>........................] - ETA: 12:47 - loss: 150.3124 - 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logits_profile_predictions_loss: 148.2962 - logcount_predictions_loss: 0.4837 1989/2034 [============================>.] - ETA: 21s - loss: 149.2153 - logits_profile_predictions_loss: 148.2962 - logcount_predictions_loss: 0.4837 1990/2034 [============================>.] - ETA: 21s - loss: 149.2153 - logits_profile_predictions_loss: 148.2962 - logcount_predictions_loss: 0.4837 1991/2034 [============================>.] - ETA: 20s - loss: 149.2153 - logits_profile_predictions_loss: 148.2962 - logcount_predictions_loss: 0.4837 1992/2034 [============================>.] - ETA: 20s - loss: 149.2152 - logits_profile_predictions_loss: 148.2962 - logcount_predictions_loss: 0.4837 1993/2034 [============================>.] - ETA: 19s - loss: 149.2152 - logits_profile_predictions_loss: 148.2962 - logcount_predictions_loss: 0.4837 1994/2034 [============================>.] - ETA: 19s - loss: 149.2152 - logits_profile_predictions_loss: 148.2961 - logcount_predictions_loss: 0.4837 1995/2034 [============================>.] - ETA: 18s - loss: 149.2151 - logits_profile_predictions_loss: 148.2961 - logcount_predictions_loss: 0.4837 1996/2034 [============================>.] - ETA: 18s - loss: 149.2151 - logits_profile_predictions_loss: 148.2961 - logcount_predictions_loss: 0.4837 1997/2034 [============================>.] - ETA: 17s - loss: 149.2151 - logits_profile_predictions_loss: 148.2960 - logcount_predictions_loss: 0.4837 1998/2034 [============================>.] - ETA: 17s - loss: 149.2150 - logits_profile_predictions_loss: 148.2960 - logcount_predictions_loss: 0.4837 1999/2034 [============================>.] - ETA: 16s - loss: 149.2150 - logits_profile_predictions_loss: 148.2960 - logcount_predictions_loss: 0.4837 2000/2034 [============================>.] - ETA: 16s - loss: 149.2149 - logits_profile_predictions_loss: 148.2959 - logcount_predictions_loss: 0.4837 2001/2034 [============================>.] - ETA: 15s - loss: 149.2149 - logits_profile_predictions_loss: 148.2959 - logcount_predictions_loss: 0.4837 2002/2034 [============================>.] - ETA: 15s - loss: 149.2149 - logits_profile_predictions_loss: 148.2959 - logcount_predictions_loss: 0.4837 2003/2034 [============================>.] - ETA: 14s - loss: 149.2149 - logits_profile_predictions_loss: 148.2959 - logcount_predictions_loss: 0.4837 2004/2034 [============================>.] - ETA: 14s - loss: 149.2148 - logits_profile_predictions_loss: 148.2959 - logcount_predictions_loss: 0.4837 2005/2034 [============================>.] - ETA: 13s - loss: 149.2148 - logits_profile_predictions_loss: 148.2958 - logcount_predictions_loss: 0.4837 2006/2034 [============================>.] - ETA: 13s - loss: 149.2148 - logits_profile_predictions_loss: 148.2958 - logcount_predictions_loss: 0.4837 2007/2034 [============================>.] - ETA: 13s - loss: 149.2148 - logits_profile_predictions_loss: 148.2958 - logcount_predictions_loss: 0.4837 2008/2034 [============================>.] - ETA: 12s - loss: 149.2147 - logits_profile_predictions_loss: 148.2958 - logcount_predictions_loss: 0.4837 2009/2034 [============================>.] - ETA: 12s - loss: 149.2147 - logits_profile_predictions_loss: 148.2958 - logcount_predictions_loss: 0.4836 2010/2034 [============================>.] - ETA: 11s - loss: 149.2147 - logits_profile_predictions_loss: 148.2957 - logcount_predictions_loss: 0.4836 2011/2034 [============================>.] - ETA: 11s - loss: 149.2147 - logits_profile_predictions_loss: 148.2957 - logcount_predictions_loss: 0.4836 2012/2034 [============================>.] - ETA: 10s - loss: 149.2146 - logits_profile_predictions_loss: 148.2957 - logcount_predictions_loss: 0.4836 2013/2034 [============================>.] - ETA: 10s - loss: 149.2146 - logits_profile_predictions_loss: 148.2957 - logcount_predictions_loss: 0.4836 2014/2034 [============================>.] - ETA: 9s - loss: 149.2146 - logits_profile_predictions_loss: 148.2957 - logcount_predictions_loss: 0.4836  2015/2034 [============================>.] - ETA: 9s - loss: 149.2146 - logits_profile_predictions_loss: 148.2957 - logcount_predictions_loss: 0.4836 2016/2034 [============================>.] - ETA: 8s - loss: 149.2145 - logits_profile_predictions_loss: 148.2956 - logcount_predictions_loss: 0.4836 2017/2034 [============================>.] - ETA: 8s - loss: 149.2145 - logits_profile_predictions_loss: 148.2956 - logcount_predictions_loss: 0.4836 2018/2034 [============================>.] - ETA: 7s - loss: 149.2145 - logits_profile_predictions_loss: 148.2956 - logcount_predictions_loss: 0.4836 2019/2034 [============================>.] - ETA: 7s - loss: 149.2144 - logits_profile_predictions_loss: 148.2955 - logcount_predictions_loss: 0.4836 2020/2034 [============================>.] - ETA: 6s - loss: 149.2144 - logits_profile_predictions_loss: 148.2955 - logcount_predictions_loss: 0.4836 2021/2034 [============================>.] - ETA: 6s - loss: 149.2144 - logits_profile_predictions_loss: 148.2955 - logcount_predictions_loss: 0.4836 2022/2034 [============================>.] - ETA: 5s - loss: 149.2143 - logits_profile_predictions_loss: 148.2955 - logcount_predictions_loss: 0.4836 2023/2034 [============================>.] - ETA: 5s - loss: 149.2143 - logits_profile_predictions_loss: 148.2954 - logcount_predictions_loss: 0.4836 2024/2034 [============================>.] - ETA: 4s - loss: 149.2143 - logits_profile_predictions_loss: 148.2954 - logcount_predictions_loss: 0.4836 2025/2034 [============================>.] - ETA: 4s - loss: 149.2142 - logits_profile_predictions_loss: 148.2954 - logcount_predictions_loss: 0.4836 2026/2034 [============================>.] - ETA: 3s - loss: 149.2142 - logits_profile_predictions_loss: 148.2954 - logcount_predictions_loss: 0.4836 2027/2034 [============================>.] - ETA: 3s - loss: 149.2142 - logits_profile_predictions_loss: 148.2953 - logcount_predictions_loss: 0.4836 2028/2034 [============================>.] - ETA: 2s - loss: 149.2141 - logits_profile_predictions_loss: 148.2953 - logcount_predictions_loss: 0.4836 2029/2034 [============================>.] - ETA: 2s - loss: 149.2141 - logits_profile_predictions_loss: 148.2953 - logcount_predictions_loss: 0.4836 2030/2034 [============================>.] - ETA: 1s - loss: 149.2141 - logits_profile_predictions_loss: 148.2953 - logcount_predictions_loss: 0.4836 2031/2034 [============================>.] - ETA: 1s - loss: 149.2141 - logits_profile_predictions_loss: 148.2953 - logcount_predictions_loss: 0.4836 2032/2034 [============================>.] - ETA: 0s - loss: 149.2141 - logits_profile_predictions_loss: 148.2953 - logcount_predictions_loss: 0.4836 2033/2034 [============================>.] - ETA: 0s - loss: 149.2141 - logits_profile_predictions_loss: 148.2953 - logcount_predictions_loss: 0.4836 2034/2034 [==============================] - ETA: 0s - loss: 149.2141 - logits_profile_predictions_loss: 148.2953 - logcount_predictions_loss: 0.4836 2034/2034 [==============================] - 1016s 500ms/step - loss: 149.2141 - logits_profile_predictions_loss: 148.2953 - logcount_predictions_loss: 0.4836 - val_loss: 147.1618 - val_logits_profile_predictions_loss: 146.3915 - val_logcount_predictions_loss: 0.4054 + +Epoch 00003: val_loss did not improve from 146.80437 +Epoch 4/50 + 1/2034 [..............................] - ETA: 17:05 - loss: 145.0516 - logits_profile_predictions_loss: 144.4552 - logcount_predictions_loss: 0.3139 2/2034 [..............................] - ETA: 16:18 - loss: 138.8367 - logits_profile_predictions_loss: 138.2216 - logcount_predictions_loss: 0.3237 3/2034 [..............................] - ETA: 16:17 - loss: 137.9738 - logits_profile_predictions_loss: 137.3046 - logcount_predictions_loss: 0.3522 4/2034 [..............................] - ETA: 16:17 - loss: 139.1579 - logits_profile_predictions_loss: 138.4209 - logcount_predictions_loss: 0.3879 5/2034 [..............................] - ETA: 16:16 - loss: 139.5135 - logits_profile_predictions_loss: 138.7366 - logcount_predictions_loss: 0.4089 6/2034 [..............................] - ETA: 16:16 - loss: 139.0983 - logits_profile_predictions_loss: 138.2803 - logcount_predictions_loss: 0.4305 7/2034 [..............................] - ETA: 16:16 - loss: 138.9985 - logits_profile_predictions_loss: 138.1548 - logcount_predictions_loss: 0.4441 8/2034 [..............................] - ETA: 16:15 - loss: 139.0202 - logits_profile_predictions_loss: 138.1532 - logcount_predictions_loss: 0.4563 9/2034 [..............................] - ETA: 16:15 - loss: 138.7670 - logits_profile_predictions_loss: 137.8860 - logcount_predictions_loss: 0.4637 10/2034 [..............................] - ETA: 16:14 - loss: 138.7935 - logits_profile_predictions_loss: 137.9034 - logcount_predictions_loss: 0.4685 11/2034 [..............................] - ETA: 16:14 - loss: 138.7422 - logits_profile_predictions_loss: 137.8433 - logcount_predictions_loss: 0.4731 12/2034 [..............................] - ETA: 16:13 - loss: 138.8017 - logits_profile_predictions_loss: 137.8956 - logcount_predictions_loss: 0.4769 13/2034 [..............................] - ETA: 16:13 - loss: 138.9566 - logits_profile_predictions_loss: 138.0435 - logcount_predictions_loss: 0.4806 14/2034 [..............................] - ETA: 16:12 - loss: 139.0302 - logits_profile_predictions_loss: 138.1124 - logcount_predictions_loss: 0.4831 15/2034 [..............................] - ETA: 16:12 - loss: 139.1597 - logits_profile_predictions_loss: 138.2380 - logcount_predictions_loss: 0.4851 16/2034 [..............................] - ETA: 16:11 - loss: 139.3434 - logits_profile_predictions_loss: 138.4192 - logcount_predictions_loss: 0.4864 17/2034 [..............................] - ETA: 16:11 - loss: 139.5587 - logits_profile_predictions_loss: 138.6326 - logcount_predictions_loss: 0.4874 18/2034 [..............................] - ETA: 16:10 - loss: 139.7329 - logits_profile_predictions_loss: 138.8064 - logcount_predictions_loss: 0.4876 19/2034 [..............................] - ETA: 16:10 - loss: 139.9576 - logits_profile_predictions_loss: 139.0303 - logcount_predictions_loss: 0.4881 20/2034 [..............................] - ETA: 16:09 - loss: 140.1768 - logits_profile_predictions_loss: 139.2494 - logcount_predictions_loss: 0.4881 21/2034 [..............................] - ETA: 16:09 - loss: 140.3834 - logits_profile_predictions_loss: 139.4558 - logcount_predictions_loss: 0.4882 22/2034 [..............................] - ETA: 16:08 - loss: 140.5190 - logits_profile_predictions_loss: 139.5916 - logcount_predictions_loss: 0.4881 23/2034 [..............................] - ETA: 16:08 - loss: 140.7098 - logits_profile_predictions_loss: 139.7828 - logcount_predictions_loss: 0.4879 24/2034 [..............................] - ETA: 16:07 - loss: 140.9587 - logits_profile_predictions_loss: 140.0323 - logcount_predictions_loss: 0.4876 25/2034 [..............................] - ETA: 16:07 - loss: 141.1612 - logits_profile_predictions_loss: 140.2349 - logcount_predictions_loss: 0.4875 26/2034 [..............................] - ETA: 16:06 - loss: 141.4081 - logits_profile_predictions_loss: 140.4815 - logcount_predictions_loss: 0.4877 27/2034 [..............................] - ETA: 16:06 - loss: 141.6393 - logits_profile_predictions_loss: 140.7123 - logcount_predictions_loss: 0.4879 28/2034 [..............................] - ETA: 16:05 - loss: 141.8667 - logits_profile_predictions_loss: 140.9393 - logcount_predictions_loss: 0.4881 29/2034 [..............................] - ETA: 16:05 - loss: 142.0751 - logits_profile_predictions_loss: 141.1477 - logcount_predictions_loss: 0.4881 30/2034 [..............................] - ETA: 16:04 - loss: 142.2790 - logits_profile_predictions_loss: 141.3516 - logcount_predictions_loss: 0.4881 31/2034 [..............................] - ETA: 16:04 - loss: 142.4852 - logits_profile_predictions_loss: 141.5578 - logcount_predictions_loss: 0.4881 32/2034 [..............................] - ETA: 16:03 - loss: 142.6892 - logits_profile_predictions_loss: 141.7619 - logcount_predictions_loss: 0.4881 33/2034 [..............................] - ETA: 16:03 - loss: 142.8909 - logits_profile_predictions_loss: 141.9635 - logcount_predictions_loss: 0.4881 34/2034 [..............................] - ETA: 16:02 - loss: 143.0744 - logits_profile_predictions_loss: 142.1473 - logcount_predictions_loss: 0.4879 35/2034 [..............................] - ETA: 16:02 - loss: 143.2336 - logits_profile_predictions_loss: 142.3071 - logcount_predictions_loss: 0.4876 36/2034 [..............................] - ETA: 16:01 - loss: 143.4151 - logits_profile_predictions_loss: 142.4892 - logcount_predictions_loss: 0.4873 37/2034 [..............................] - ETA: 16:01 - loss: 143.5904 - logits_profile_predictions_loss: 142.6653 - logcount_predictions_loss: 0.4869 38/2034 [..............................] - ETA: 16:00 - loss: 143.7569 - logits_profile_predictions_loss: 142.8326 - logcount_predictions_loss: 0.4865 39/2034 [..............................] - ETA: 16:00 - loss: 143.9293 - logits_profile_predictions_loss: 143.0058 - logcount_predictions_loss: 0.4860 40/2034 [..............................] - ETA: 16:00 - loss: 144.0959 - logits_profile_predictions_loss: 143.1732 - logcount_predictions_loss: 0.4856 41/2034 [..............................] - ETA: 15:59 - loss: 144.2598 - logits_profile_predictions_loss: 143.3378 - logcount_predictions_loss: 0.4853 42/2034 [..............................] - ETA: 15:59 - loss: 144.4203 - logits_profile_predictions_loss: 143.4990 - logcount_predictions_loss: 0.4849 43/2034 [..............................] - ETA: 15:58 - loss: 144.5503 - logits_profile_predictions_loss: 143.6297 - logcount_predictions_loss: 0.4845 44/2034 [..............................] - ETA: 15:58 - loss: 144.6730 - logits_profile_predictions_loss: 143.7531 - logcount_predictions_loss: 0.4842 45/2034 [..............................] - ETA: 15:57 - loss: 144.7925 - logits_profile_predictions_loss: 143.8732 - logcount_predictions_loss: 0.4838 46/2034 [..............................] - ETA: 15:57 - loss: 144.9301 - logits_profile_predictions_loss: 144.0113 - logcount_predictions_loss: 0.4836 47/2034 [..............................] - ETA: 15:56 - loss: 145.0469 - logits_profile_predictions_loss: 144.1287 - logcount_predictions_loss: 0.4833 48/2034 [..............................] - ETA: 15:56 - loss: 145.1549 - logits_profile_predictions_loss: 144.2373 - logcount_predictions_loss: 0.4829 49/2034 [..............................] - ETA: 15:55 - loss: 145.2450 - logits_profile_predictions_loss: 144.3280 - logcount_predictions_loss: 0.4826 50/2034 [..............................] - ETA: 15:55 - loss: 145.3308 - logits_profile_predictions_loss: 144.4145 - logcount_predictions_loss: 0.4823 51/2034 [..............................] - ETA: 15:54 - loss: 145.4200 - logits_profile_predictions_loss: 144.5043 - logcount_predictions_loss: 0.4820 52/2034 [..............................] - ETA: 15:54 - loss: 145.5091 - logits_profile_predictions_loss: 144.5938 - logcount_predictions_loss: 0.4817 53/2034 [..............................] - ETA: 15:53 - loss: 145.6150 - logits_profile_predictions_loss: 144.7004 - logcount_predictions_loss: 0.4814 54/2034 [..............................] - ETA: 15:53 - loss: 145.7232 - logits_profile_predictions_loss: 144.8091 - logcount_predictions_loss: 0.4811 55/2034 [..............................] - ETA: 15:52 - loss: 145.8343 - logits_profile_predictions_loss: 144.9207 - logcount_predictions_loss: 0.4808 56/2034 [..............................] - ETA: 15:52 - loss: 145.9329 - logits_profile_predictions_loss: 145.0199 - logcount_predictions_loss: 0.4806 57/2034 [..............................] - ETA: 15:51 - loss: 146.0346 - logits_profile_predictions_loss: 145.1221 - logcount_predictions_loss: 0.4802 58/2034 [..............................] - ETA: 15:51 - loss: 146.1337 - logits_profile_predictions_loss: 145.2219 - logcount_predictions_loss: 0.4799 59/2034 [..............................] - ETA: 15:50 - loss: 146.2323 - logits_profile_predictions_loss: 145.3211 - logcount_predictions_loss: 0.4796 60/2034 [..............................] - ETA: 15:50 - loss: 146.3241 - logits_profile_predictions_loss: 145.4135 - logcount_predictions_loss: 0.4792 61/2034 [..............................] - ETA: 15:49 - loss: 146.4163 - logits_profile_predictions_loss: 145.5064 - logcount_predictions_loss: 0.4789 62/2034 [..............................] - ETA: 15:49 - loss: 146.5038 - logits_profile_predictions_loss: 145.5944 - logcount_predictions_loss: 0.4786 63/2034 [..............................] - ETA: 15:48 - loss: 146.5830 - 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[>.............................] - ETA: 15:45 - loss: 147.0247 - logits_profile_predictions_loss: 146.1196 - logcount_predictions_loss: 0.4764 71/2034 [>.............................] - ETA: 15:45 - loss: 147.0834 - logits_profile_predictions_loss: 146.1788 - logcount_predictions_loss: 0.4761 72/2034 [>.............................] - ETA: 15:44 - loss: 147.1474 - logits_profile_predictions_loss: 146.2434 - logcount_predictions_loss: 0.4758 73/2034 [>.............................] - ETA: 15:44 - loss: 147.2093 - logits_profile_predictions_loss: 146.3059 - logcount_predictions_loss: 0.4755 74/2034 [>.............................] - ETA: 15:43 - loss: 147.2675 - logits_profile_predictions_loss: 146.3646 - logcount_predictions_loss: 0.4752 75/2034 [>.............................] - ETA: 15:43 - loss: 147.3213 - logits_profile_predictions_loss: 146.4190 - logcount_predictions_loss: 0.4749 76/2034 [>.............................] - ETA: 15:42 - loss: 147.3748 - 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[>.............................] - ETA: 15:39 - loss: 147.6501 - logits_profile_predictions_loss: 146.7513 - logcount_predictions_loss: 0.4730 84/2034 [>.............................] - ETA: 15:38 - loss: 147.6846 - logits_profile_predictions_loss: 146.7863 - logcount_predictions_loss: 0.4728 85/2034 [>.............................] - ETA: 15:38 - loss: 147.7146 - logits_profile_predictions_loss: 146.8168 - logcount_predictions_loss: 0.4725 86/2034 [>.............................] - ETA: 15:37 - loss: 147.7446 - logits_profile_predictions_loss: 146.8473 - logcount_predictions_loss: 0.4723 87/2034 [>.............................] - ETA: 15:37 - loss: 147.7745 - logits_profile_predictions_loss: 146.8776 - logcount_predictions_loss: 0.4720 88/2034 [>.............................] - ETA: 15:36 - loss: 147.8039 - logits_profile_predictions_loss: 146.9076 - logcount_predictions_loss: 0.4717 89/2034 [>.............................] - ETA: 15:36 - loss: 147.8292 - 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loss: 148.7843 - logits_profile_predictions_loss: 147.9215 - logcount_predictions_loss: 0.4541 2034/2034 [==============================] - ETA: 0s - loss: 148.7842 - logits_profile_predictions_loss: 147.9214 - logcount_predictions_loss: 0.4541 2034/2034 [==============================] - 1016s 500ms/step - loss: 148.7841 - logits_profile_predictions_loss: 147.9213 - logcount_predictions_loss: 0.4541 - val_loss: 146.4116 - val_logits_profile_predictions_loss: 145.6911 - val_logcount_predictions_loss: 0.3792 + +Epoch 00004: val_loss improved from 146.80437 to 146.41162, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 5/50 + 1/2034 [..............................] - ETA: 17:37 - loss: 145.3490 - logits_profile_predictions_loss: 144.8713 - logcount_predictions_loss: 0.2514 2/2034 [..............................] - ETA: 16:18 - loss: 151.3417 - logits_profile_predictions_loss: 150.6834 - logcount_predictions_loss: 0.3465 3/2034 [..............................] - ETA: 16:18 - loss: 151.1970 - logits_profile_predictions_loss: 150.4490 - logcount_predictions_loss: 0.3937 4/2034 [..............................] - ETA: 16:18 - loss: 151.8288 - logits_profile_predictions_loss: 151.0384 - logcount_predictions_loss: 0.4160 5/2034 [..............................] - ETA: 16:17 - loss: 153.0812 - logits_profile_predictions_loss: 152.2578 - logcount_predictions_loss: 0.4333 6/2034 [..............................] - ETA: 16:17 - loss: 153.0652 - logits_profile_predictions_loss: 152.2169 - logcount_predictions_loss: 0.4465 7/2034 [..............................] - ETA: 16:16 - loss: 152.4330 - logits_profile_predictions_loss: 151.5706 - logcount_predictions_loss: 0.4539 8/2034 [..............................] - ETA: 16:16 - loss: 151.2779 - logits_profile_predictions_loss: 150.4105 - logcount_predictions_loss: 0.4566 9/2034 [..............................] - ETA: 16:15 - loss: 150.4918 - logits_profile_predictions_loss: 149.6223 - logcount_predictions_loss: 0.4576 10/2034 [..............................] - ETA: 16:15 - loss: 150.0069 - logits_profile_predictions_loss: 149.1352 - logcount_predictions_loss: 0.4588 11/2034 [..............................] - ETA: 16:14 - loss: 149.6641 - logits_profile_predictions_loss: 148.7889 - logcount_predictions_loss: 0.4606 12/2034 [..............................] - ETA: 16:14 - loss: 149.4687 - logits_profile_predictions_loss: 148.5896 - logcount_predictions_loss: 0.4627 13/2034 [..............................] - ETA: 16:13 - loss: 149.2602 - logits_profile_predictions_loss: 148.3799 - logcount_predictions_loss: 0.4633 14/2034 [..............................] - ETA: 16:13 - loss: 148.9633 - logits_profile_predictions_loss: 148.0838 - logcount_predictions_loss: 0.4629 15/2034 [..............................] - ETA: 16:12 - loss: 148.6613 - logits_profile_predictions_loss: 147.7830 - logcount_predictions_loss: 0.4622 16/2034 [..............................] - ETA: 16:12 - loss: 148.4402 - logits_profile_predictions_loss: 147.5629 - logcount_predictions_loss: 0.4617 17/2034 [..............................] - ETA: 16:11 - loss: 148.3019 - logits_profile_predictions_loss: 147.4258 - logcount_predictions_loss: 0.4612 18/2034 [..............................] - ETA: 16:11 - loss: 148.1393 - logits_profile_predictions_loss: 147.2643 - logcount_predictions_loss: 0.4605 19/2034 [..............................] - ETA: 16:10 - loss: 148.0500 - logits_profile_predictions_loss: 147.1763 - logcount_predictions_loss: 0.4598 20/2034 [..............................] - ETA: 16:10 - loss: 147.9570 - logits_profile_predictions_loss: 147.0844 - logcount_predictions_loss: 0.4593 21/2034 [..............................] - ETA: 16:09 - loss: 147.8329 - logits_profile_predictions_loss: 146.9619 - logcount_predictions_loss: 0.4584 22/2034 [..............................] - ETA: 16:09 - loss: 147.7069 - logits_profile_predictions_loss: 146.8375 - logcount_predictions_loss: 0.4576 23/2034 [..............................] - ETA: 16:08 - loss: 147.6162 - logits_profile_predictions_loss: 146.7479 - logcount_predictions_loss: 0.4570 24/2034 [..............................] - ETA: 16:08 - loss: 147.4796 - logits_profile_predictions_loss: 146.6115 - logcount_predictions_loss: 0.4569 25/2034 [..............................] - ETA: 16:07 - loss: 147.3554 - logits_profile_predictions_loss: 146.4877 - logcount_predictions_loss: 0.4567 26/2034 [..............................] - ETA: 16:07 - loss: 147.3008 - logits_profile_predictions_loss: 146.4332 - logcount_predictions_loss: 0.4566 27/2034 [..............................] - ETA: 16:06 - loss: 147.2376 - logits_profile_predictions_loss: 146.3704 - logcount_predictions_loss: 0.4564 28/2034 [..............................] - ETA: 16:06 - loss: 147.1754 - logits_profile_predictions_loss: 146.3090 - logcount_predictions_loss: 0.4560 29/2034 [..............................] - ETA: 16:05 - loss: 147.0647 - logits_profile_predictions_loss: 146.1993 - logcount_predictions_loss: 0.4554 30/2034 [..............................] - ETA: 16:05 - loss: 146.9403 - logits_profile_predictions_loss: 146.0758 - logcount_predictions_loss: 0.4550 31/2034 [..............................] - ETA: 16:04 - loss: 146.8368 - logits_profile_predictions_loss: 145.9730 - logcount_predictions_loss: 0.4546 32/2034 [..............................] - ETA: 16:04 - loss: 146.7497 - logits_profile_predictions_loss: 145.8865 - logcount_predictions_loss: 0.4543 33/2034 [..............................] - ETA: 16:03 - loss: 146.6916 - logits_profile_predictions_loss: 145.8290 - logcount_predictions_loss: 0.4540 34/2034 [..............................] - ETA: 16:03 - loss: 146.6384 - logits_profile_predictions_loss: 145.7765 - logcount_predictions_loss: 0.4537 35/2034 [..............................] - ETA: 16:02 - loss: 146.5751 - logits_profile_predictions_loss: 145.7139 - logcount_predictions_loss: 0.4533 36/2034 [..............................] - ETA: 16:02 - loss: 146.4853 - logits_profile_predictions_loss: 145.6246 - logcount_predictions_loss: 0.4530 37/2034 [..............................] - ETA: 16:01 - loss: 146.3868 - logits_profile_predictions_loss: 145.5265 - logcount_predictions_loss: 0.4528 38/2034 [..............................] - ETA: 16:01 - loss: 146.2948 - logits_profile_predictions_loss: 145.4350 - logcount_predictions_loss: 0.4526 39/2034 [..............................] - ETA: 16:01 - loss: 146.2177 - logits_profile_predictions_loss: 145.3581 - logcount_predictions_loss: 0.4524 40/2034 [..............................] - ETA: 16:00 - loss: 146.1618 - logits_profile_predictions_loss: 145.3025 - logcount_predictions_loss: 0.4522 41/2034 [..............................] - ETA: 16:00 - loss: 146.1010 - logits_profile_predictions_loss: 145.2420 - logcount_predictions_loss: 0.4521 42/2034 [..............................] - ETA: 15:59 - loss: 146.0500 - logits_profile_predictions_loss: 145.1912 - logcount_predictions_loss: 0.4520 43/2034 [..............................] - ETA: 15:59 - loss: 146.0120 - logits_profile_predictions_loss: 145.1534 - logcount_predictions_loss: 0.4519 44/2034 [..............................] - ETA: 15:58 - loss: 145.9647 - logits_profile_predictions_loss: 145.1061 - logcount_predictions_loss: 0.4519 45/2034 [..............................] - ETA: 15:58 - loss: 145.9343 - logits_profile_predictions_loss: 145.0757 - logcount_predictions_loss: 0.4519 46/2034 [..............................] - ETA: 15:57 - loss: 145.9017 - logits_profile_predictions_loss: 145.0432 - logcount_predictions_loss: 0.4518 47/2034 [..............................] - ETA: 15:57 - loss: 145.8686 - logits_profile_predictions_loss: 145.0103 - logcount_predictions_loss: 0.4517 48/2034 [..............................] - ETA: 15:56 - loss: 145.8318 - logits_profile_predictions_loss: 144.9738 - logcount_predictions_loss: 0.4516 49/2034 [..............................] - ETA: 15:56 - loss: 145.7960 - logits_profile_predictions_loss: 144.9381 - logcount_predictions_loss: 0.4515 50/2034 [..............................] - ETA: 15:55 - loss: 145.7528 - logits_profile_predictions_loss: 144.8950 - logcount_predictions_loss: 0.4515 51/2034 [..............................] - ETA: 15:55 - loss: 145.7277 - logits_profile_predictions_loss: 144.8699 - logcount_predictions_loss: 0.4515 52/2034 [..............................] - ETA: 15:54 - loss: 145.6936 - logits_profile_predictions_loss: 144.8360 - logcount_predictions_loss: 0.4514 53/2034 [..............................] - ETA: 15:54 - loss: 145.6512 - logits_profile_predictions_loss: 144.7937 - logcount_predictions_loss: 0.4513 54/2034 [..............................] - ETA: 15:53 - loss: 145.6193 - logits_profile_predictions_loss: 144.7617 - logcount_predictions_loss: 0.4514 55/2034 [..............................] - ETA: 15:53 - loss: 145.5853 - logits_profile_predictions_loss: 144.7277 - logcount_predictions_loss: 0.4514 56/2034 [..............................] - ETA: 15:52 - loss: 145.5482 - logits_profile_predictions_loss: 144.6905 - logcount_predictions_loss: 0.4514 57/2034 [..............................] - ETA: 15:52 - loss: 145.5161 - logits_profile_predictions_loss: 144.6584 - logcount_predictions_loss: 0.4514 58/2034 [..............................] - ETA: 15:52 - loss: 145.4967 - logits_profile_predictions_loss: 144.6390 - logcount_predictions_loss: 0.4514 59/2034 [..............................] - ETA: 15:51 - loss: 145.4838 - logits_profile_predictions_loss: 144.6261 - logcount_predictions_loss: 0.4514 60/2034 [..............................] - ETA: 15:51 - loss: 145.4762 - logits_profile_predictions_loss: 144.6186 - logcount_predictions_loss: 0.4514 61/2034 [..............................] - ETA: 15:50 - loss: 145.4721 - logits_profile_predictions_loss: 144.6145 - logcount_predictions_loss: 0.4514 62/2034 [..............................] - ETA: 15:50 - loss: 145.4603 - logits_profile_predictions_loss: 144.6028 - logcount_predictions_loss: 0.4513 63/2034 [..............................] - ETA: 15:49 - loss: 145.4428 - logits_profile_predictions_loss: 144.5853 - logcount_predictions_loss: 0.4513 64/2034 [..............................] - ETA: 15:49 - loss: 145.4213 - logits_profile_predictions_loss: 144.5640 - logcount_predictions_loss: 0.4512 65/2034 [..............................] - ETA: 15:48 - loss: 145.4047 - logits_profile_predictions_loss: 144.5475 - logcount_predictions_loss: 0.4511 66/2034 [..............................] - ETA: 15:48 - loss: 145.3874 - logits_profile_predictions_loss: 144.5304 - logcount_predictions_loss: 0.4510 67/2034 [..............................] - ETA: 15:47 - loss: 145.3732 - logits_profile_predictions_loss: 144.5164 - logcount_predictions_loss: 0.4509 68/2034 [>.............................] - ETA: 15:47 - loss: 145.3707 - logits_profile_predictions_loss: 144.5142 - logcount_predictions_loss: 0.4508 69/2034 [>.............................] - ETA: 15:46 - loss: 145.3697 - logits_profile_predictions_loss: 144.5134 - logcount_predictions_loss: 0.4507 70/2034 [>.............................] - ETA: 15:46 - loss: 145.3685 - logits_profile_predictions_loss: 144.5124 - logcount_predictions_loss: 0.4506 71/2034 [>.............................] - ETA: 15:45 - loss: 145.3686 - logits_profile_predictions_loss: 144.5126 - logcount_predictions_loss: 0.4505 72/2034 [>.............................] - ETA: 15:45 - loss: 145.3628 - logits_profile_predictions_loss: 144.5070 - logcount_predictions_loss: 0.4504 73/2034 [>.............................] - ETA: 15:45 - loss: 145.3617 - logits_profile_predictions_loss: 144.5061 - logcount_predictions_loss: 0.4503 74/2034 [>.............................] - ETA: 15:44 - loss: 145.3577 - logits_profile_predictions_loss: 144.5023 - logcount_predictions_loss: 0.4502 75/2034 [>.............................] - ETA: 15:44 - loss: 145.3543 - logits_profile_predictions_loss: 144.4991 - logcount_predictions_loss: 0.4501 76/2034 [>.............................] - ETA: 15:43 - loss: 145.3547 - logits_profile_predictions_loss: 144.4996 - logcount_predictions_loss: 0.4501 77/2034 [>.............................] - ETA: 15:43 - loss: 145.3524 - logits_profile_predictions_loss: 144.4975 - logcount_predictions_loss: 0.4500 78/2034 [>.............................] - ETA: 15:42 - loss: 145.3455 - logits_profile_predictions_loss: 144.4908 - logcount_predictions_loss: 0.4499 79/2034 [>.............................] - ETA: 15:42 - loss: 145.3425 - logits_profile_predictions_loss: 144.4880 - logcount_predictions_loss: 0.4497 80/2034 [>.............................] - ETA: 15:41 - loss: 145.3405 - logits_profile_predictions_loss: 144.4862 - logcount_predictions_loss: 0.4496 81/2034 [>.............................] - ETA: 15:41 - loss: 145.3377 - logits_profile_predictions_loss: 144.4835 - logcount_predictions_loss: 0.4496 82/2034 [>.............................] - ETA: 15:40 - loss: 145.3402 - logits_profile_predictions_loss: 144.4863 - logcount_predictions_loss: 0.4495 83/2034 [>.............................] - ETA: 15:40 - loss: 145.3438 - logits_profile_predictions_loss: 144.4901 - logcount_predictions_loss: 0.4494 84/2034 [>.............................] - ETA: 15:39 - loss: 145.3461 - logits_profile_predictions_loss: 144.4924 - logcount_predictions_loss: 0.4493 85/2034 [>.............................] - ETA: 15:39 - loss: 145.3476 - logits_profile_predictions_loss: 144.4941 - logcount_predictions_loss: 0.4492 86/2034 [>.............................] - ETA: 15:38 - loss: 145.3484 - logits_profile_predictions_loss: 144.4950 - logcount_predictions_loss: 0.4491 87/2034 [>.............................] - ETA: 15:38 - loss: 145.3483 - logits_profile_predictions_loss: 144.4951 - logcount_predictions_loss: 0.4490 88/2034 [>.............................] - ETA: 15:37 - loss: 145.3504 - logits_profile_predictions_loss: 144.4975 - logcount_predictions_loss: 0.4489 89/2034 [>.............................] - ETA: 15:37 - loss: 145.3518 - logits_profile_predictions_loss: 144.4990 - logcount_predictions_loss: 0.4488 90/2034 [>.............................] - ETA: 15:36 - loss: 145.3512 - logits_profile_predictions_loss: 144.4986 - logcount_predictions_loss: 0.4487 91/2034 [>.............................] - ETA: 15:36 - loss: 145.3510 - logits_profile_predictions_loss: 144.4986 - logcount_predictions_loss: 0.4486 92/2034 [>.............................] - ETA: 15:36 - loss: 145.3522 - logits_profile_predictions_loss: 144.5000 - logcount_predictions_loss: 0.4485 93/2034 [>.............................] - ETA: 15:35 - loss: 145.3544 - logits_profile_predictions_loss: 144.5024 - logcount_predictions_loss: 0.4484 94/2034 [>.............................] - ETA: 15:35 - loss: 145.3583 - logits_profile_predictions_loss: 144.5064 - logcount_predictions_loss: 0.4484 95/2034 [>.............................] - ETA: 15:34 - loss: 145.3656 - logits_profile_predictions_loss: 144.5140 - logcount_predictions_loss: 0.4483 96/2034 [>.............................] - ETA: 15:34 - loss: 145.3753 - logits_profile_predictions_loss: 144.5238 - logcount_predictions_loss: 0.4482 97/2034 [>.............................] - ETA: 15:33 - loss: 145.3856 - logits_profile_predictions_loss: 144.5342 - logcount_predictions_loss: 0.4481 98/2034 [>.............................] - ETA: 15:33 - loss: 145.3990 - logits_profile_predictions_loss: 144.5478 - logcount_predictions_loss: 0.4480 99/2034 [>.............................] - ETA: 15:32 - loss: 145.4125 - logits_profile_predictions_loss: 144.5615 - logcount_predictions_loss: 0.4479 100/2034 [>.............................] - ETA: 15:32 - loss: 145.4254 - 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[>.............................] - ETA: 15:28 - loss: 145.5389 - logits_profile_predictions_loss: 144.6891 - logcount_predictions_loss: 0.4473 108/2034 [>.............................] - ETA: 15:28 - loss: 145.5545 - logits_profile_predictions_loss: 144.7048 - logcount_predictions_loss: 0.4472 109/2034 [>.............................] - ETA: 15:27 - loss: 145.5668 - logits_profile_predictions_loss: 144.7172 - logcount_predictions_loss: 0.4472 110/2034 [>.............................] - ETA: 15:27 - loss: 145.5813 - logits_profile_predictions_loss: 144.7318 - logcount_predictions_loss: 0.4471 111/2034 [>.............................] - ETA: 15:26 - loss: 145.5953 - logits_profile_predictions_loss: 144.7459 - logcount_predictions_loss: 0.4471 112/2034 [>.............................] - ETA: 15:26 - loss: 145.6087 - logits_profile_predictions_loss: 144.7594 - logcount_predictions_loss: 0.4470 113/2034 [>.............................] - ETA: 15:25 - loss: 145.6235 - logits_profile_predictions_loss: 144.7743 - logcount_predictions_loss: 0.4470 114/2034 [>.............................] - ETA: 15:25 - loss: 145.6371 - logits_profile_predictions_loss: 144.7881 - logcount_predictions_loss: 0.4469 115/2034 [>.............................] - ETA: 15:24 - loss: 145.6516 - logits_profile_predictions_loss: 144.8027 - logcount_predictions_loss: 0.4468 116/2034 [>.............................] - ETA: 15:24 - loss: 145.6674 - logits_profile_predictions_loss: 144.8186 - logcount_predictions_loss: 0.4468 117/2034 [>.............................] - ETA: 15:23 - loss: 145.6815 - logits_profile_predictions_loss: 144.8328 - logcount_predictions_loss: 0.4467 118/2034 [>.............................] - ETA: 15:23 - loss: 145.6946 - logits_profile_predictions_loss: 144.8460 - logcount_predictions_loss: 0.4466 119/2034 [>.............................] - ETA: 15:22 - loss: 145.7080 - logits_profile_predictions_loss: 144.8596 - logcount_predictions_loss: 0.4466 120/2034 [>.............................] - ETA: 15:22 - loss: 145.7210 - logits_profile_predictions_loss: 144.8727 - logcount_predictions_loss: 0.4465 121/2034 [>.............................] - ETA: 15:21 - loss: 145.7329 - logits_profile_predictions_loss: 144.8847 - logcount_predictions_loss: 0.4464 122/2034 [>.............................] - ETA: 15:21 - loss: 145.7440 - logits_profile_predictions_loss: 144.8961 - logcount_predictions_loss: 0.4463 123/2034 [>.............................] - ETA: 15:20 - loss: 145.7536 - logits_profile_predictions_loss: 144.9059 - logcount_predictions_loss: 0.4462 124/2034 [>.............................] - ETA: 15:20 - loss: 145.7622 - logits_profile_predictions_loss: 144.9147 - logcount_predictions_loss: 0.4461 125/2034 [>.............................] - ETA: 15:20 - loss: 145.7697 - logits_profile_predictions_loss: 144.9223 - logcount_predictions_loss: 0.4460 126/2034 [>.............................] - ETA: 15:19 - loss: 145.7780 - logits_profile_predictions_loss: 144.9308 - logcount_predictions_loss: 0.4459 127/2034 [>.............................] - ETA: 15:19 - loss: 145.7849 - logits_profile_predictions_loss: 144.9379 - logcount_predictions_loss: 0.4458 128/2034 [>.............................] - ETA: 15:18 - loss: 145.7917 - logits_profile_predictions_loss: 144.9449 - logcount_predictions_loss: 0.4457 129/2034 [>.............................] - ETA: 15:18 - loss: 145.7974 - logits_profile_predictions_loss: 144.9508 - logcount_predictions_loss: 0.4456 130/2034 [>.............................] - ETA: 15:17 - loss: 145.8035 - logits_profile_predictions_loss: 144.9571 - logcount_predictions_loss: 0.4455 131/2034 [>.............................] - ETA: 15:17 - loss: 145.8097 - logits_profile_predictions_loss: 144.9635 - logcount_predictions_loss: 0.4454 132/2034 [>.............................] - ETA: 15:16 - loss: 145.8165 - logits_profile_predictions_loss: 144.9705 - logcount_predictions_loss: 0.4453 133/2034 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logits_profile_predictions_loss: 146.1791 - logcount_predictions_loss: 0.4358 309/2034 [===>..........................] - ETA: 13:51 - loss: 147.0114 - logits_profile_predictions_loss: 146.1836 - logcount_predictions_loss: 0.4357 310/2034 [===>..........................] - ETA: 13:50 - loss: 147.0155 - logits_profile_predictions_loss: 146.1878 - logcount_predictions_loss: 0.4357 311/2034 [===>..........................] - ETA: 13:50 - loss: 147.0190 - logits_profile_predictions_loss: 146.1914 - logcount_predictions_loss: 0.4356 312/2034 [===>..........................] - ETA: 13:49 - loss: 147.0226 - logits_profile_predictions_loss: 146.1951 - logcount_predictions_loss: 0.4356 313/2034 [===>..........................] - ETA: 13:49 - loss: 147.0261 - logits_profile_predictions_loss: 146.1987 - logcount_predictions_loss: 0.4355 314/2034 [===>..........................] - ETA: 13:48 - loss: 147.0296 - logits_profile_predictions_loss: 146.2023 - logcount_predictions_loss: 0.4355 315/2034 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logits_profile_predictions_loss: 146.2230 - logcount_predictions_loss: 0.4351 322/2034 [===>..........................] - ETA: 13:44 - loss: 147.0523 - logits_profile_predictions_loss: 146.2257 - logcount_predictions_loss: 0.4351 323/2034 [===>..........................] - ETA: 13:44 - loss: 147.0547 - logits_profile_predictions_loss: 146.2282 - logcount_predictions_loss: 0.4350 324/2034 [===>..........................] - ETA: 13:43 - loss: 147.0575 - logits_profile_predictions_loss: 146.2310 - logcount_predictions_loss: 0.4350 325/2034 [===>..........................] - ETA: 13:43 - loss: 147.0602 - logits_profile_predictions_loss: 146.2338 - logcount_predictions_loss: 0.4350 326/2034 [===>..........................] - ETA: 13:42 - loss: 147.0628 - logits_profile_predictions_loss: 146.2365 - logcount_predictions_loss: 0.4349 327/2034 [===>..........................] - ETA: 13:42 - loss: 147.0656 - logits_profile_predictions_loss: 146.2394 - logcount_predictions_loss: 0.4349 328/2034 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logits_profile_predictions_loss: 146.2622 - logcount_predictions_loss: 0.4346 335/2034 [===>..........................] - ETA: 13:38 - loss: 147.0908 - logits_profile_predictions_loss: 146.2652 - logcount_predictions_loss: 0.4346 336/2034 [===>..........................] - ETA: 13:38 - loss: 147.0939 - logits_profile_predictions_loss: 146.2683 - logcount_predictions_loss: 0.4345 337/2034 [===>..........................] - ETA: 13:37 - loss: 147.0967 - logits_profile_predictions_loss: 146.2712 - logcount_predictions_loss: 0.4345 338/2034 [===>..........................] - ETA: 13:37 - loss: 147.0997 - logits_profile_predictions_loss: 146.2742 - logcount_predictions_loss: 0.4345 339/2034 [====>.........................] - ETA: 13:36 - loss: 147.1024 - logits_profile_predictions_loss: 146.2770 - logcount_predictions_loss: 0.4344 340/2034 [====>.........................] - ETA: 13:36 - loss: 147.1048 - logits_profile_predictions_loss: 146.2794 - logcount_predictions_loss: 0.4344 341/2034 [====>.........................] - ETA: 13:35 - loss: 147.1072 - logits_profile_predictions_loss: 146.2819 - logcount_predictions_loss: 0.4344 342/2034 [====>.........................] - ETA: 13:35 - loss: 147.1095 - logits_profile_predictions_loss: 146.2843 - logcount_predictions_loss: 0.4344 343/2034 [====>.........................] - ETA: 13:34 - loss: 147.1117 - logits_profile_predictions_loss: 146.2865 - logcount_predictions_loss: 0.4343 344/2034 [====>.........................] - ETA: 13:34 - loss: 147.1139 - logits_profile_predictions_loss: 146.2888 - logcount_predictions_loss: 0.4343 345/2034 [====>.........................] - ETA: 13:33 - loss: 147.1160 - logits_profile_predictions_loss: 146.2909 - logcount_predictions_loss: 0.4343 346/2034 [====>.........................] - ETA: 13:33 - loss: 147.1181 - logits_profile_predictions_loss: 146.2930 - logcount_predictions_loss: 0.4342 347/2034 [====>.........................] - ETA: 13:32 - loss: 147.1204 - logits_profile_predictions_loss: 146.2954 - logcount_predictions_loss: 0.4342 348/2034 [====>.........................] - ETA: 13:32 - loss: 147.1226 - logits_profile_predictions_loss: 146.2977 - logcount_predictions_loss: 0.4342 349/2034 [====>.........................] - ETA: 13:31 - loss: 147.1246 - logits_profile_predictions_loss: 146.2997 - logcount_predictions_loss: 0.4342 350/2034 [====>.........................] - ETA: 13:31 - loss: 147.1264 - logits_profile_predictions_loss: 146.3015 - logcount_predictions_loss: 0.4342 351/2034 [====>.........................] - ETA: 13:30 - loss: 147.1281 - logits_profile_predictions_loss: 146.3033 - logcount_predictions_loss: 0.4341 352/2034 [====>.........................] - ETA: 13:30 - loss: 147.1298 - logits_profile_predictions_loss: 146.3051 - logcount_predictions_loss: 0.4341 353/2034 [====>.........................] - ETA: 13:29 - loss: 147.1318 - logits_profile_predictions_loss: 146.3071 - logcount_predictions_loss: 0.4341 354/2034 [====>.........................] - ETA: 13:29 - loss: 147.1337 - logits_profile_predictions_loss: 146.3090 - logcount_predictions_loss: 0.4341 355/2034 [====>.........................] - ETA: 13:28 - loss: 147.1357 - logits_profile_predictions_loss: 146.3110 - logcount_predictions_loss: 0.4341 356/2034 [====>.........................] - ETA: 13:28 - loss: 147.1375 - logits_profile_predictions_loss: 146.3129 - logcount_predictions_loss: 0.4340 357/2034 [====>.........................] - ETA: 13:28 - loss: 147.1395 - logits_profile_predictions_loss: 146.3149 - logcount_predictions_loss: 0.4340 358/2034 [====>.........................] - ETA: 13:27 - loss: 147.1414 - logits_profile_predictions_loss: 146.3169 - logcount_predictions_loss: 0.4340 359/2034 [====>.........................] - ETA: 13:27 - loss: 147.1435 - logits_profile_predictions_loss: 146.3190 - logcount_predictions_loss: 0.4340 360/2034 [====>.........................] - ETA: 13:26 - loss: 147.1454 - logits_profile_predictions_loss: 146.3210 - logcount_predictions_loss: 0.4340 361/2034 [====>.........................] - ETA: 13:26 - loss: 147.1473 - logits_profile_predictions_loss: 146.3228 - logcount_predictions_loss: 0.4339 362/2034 [====>.........................] - ETA: 13:25 - loss: 147.1495 - logits_profile_predictions_loss: 146.3250 - logcount_predictions_loss: 0.4339 363/2034 [====>.........................] - ETA: 13:25 - loss: 147.1516 - logits_profile_predictions_loss: 146.3272 - logcount_predictions_loss: 0.4339 364/2034 [====>.........................] - ETA: 13:24 - loss: 147.1539 - logits_profile_predictions_loss: 146.3296 - logcount_predictions_loss: 0.4339 365/2034 [====>.........................] - ETA: 13:24 - loss: 147.1562 - logits_profile_predictions_loss: 146.3319 - logcount_predictions_loss: 0.4339 366/2034 [====>.........................] - ETA: 13:23 - loss: 147.1583 - logits_profile_predictions_loss: 146.3340 - logcount_predictions_loss: 0.4339 367/2034 [====>.........................] - ETA: 13:23 - loss: 147.1605 - logits_profile_predictions_loss: 146.3362 - logcount_predictions_loss: 0.4338 368/2034 [====>.........................] - ETA: 13:22 - loss: 147.1626 - logits_profile_predictions_loss: 146.3383 - logcount_predictions_loss: 0.4338 369/2034 [====>.........................] - ETA: 13:22 - loss: 147.1647 - logits_profile_predictions_loss: 146.3405 - logcount_predictions_loss: 0.4338 370/2034 [====>.........................] - ETA: 13:21 - loss: 147.1667 - logits_profile_predictions_loss: 146.3426 - logcount_predictions_loss: 0.4338 371/2034 [====>.........................] - ETA: 13:21 - loss: 147.1690 - logits_profile_predictions_loss: 146.3448 - logcount_predictions_loss: 0.4338 372/2034 [====>.........................] - ETA: 13:20 - loss: 147.1711 - logits_profile_predictions_loss: 146.3470 - logcount_predictions_loss: 0.4338 373/2034 [====>.........................] - ETA: 13:20 - loss: 147.1731 - logits_profile_predictions_loss: 146.3490 - logcount_predictions_loss: 0.4337 374/2034 [====>.........................] - ETA: 13:19 - loss: 147.1751 - logits_profile_predictions_loss: 146.3510 - logcount_predictions_loss: 0.4337 375/2034 [====>.........................] - ETA: 13:19 - loss: 147.1770 - logits_profile_predictions_loss: 146.3530 - logcount_predictions_loss: 0.4337 376/2034 [====>.........................] - ETA: 13:18 - loss: 147.1791 - logits_profile_predictions_loss: 146.3551 - logcount_predictions_loss: 0.4337 377/2034 [====>.........................] - ETA: 13:18 - loss: 147.1810 - logits_profile_predictions_loss: 146.3571 - logcount_predictions_loss: 0.4337 378/2034 [====>.........................] - ETA: 13:17 - loss: 147.1830 - logits_profile_predictions_loss: 146.3591 - logcount_predictions_loss: 0.4337 379/2034 [====>.........................] - ETA: 13:17 - loss: 147.1850 - logits_profile_predictions_loss: 146.3610 - logcount_predictions_loss: 0.4337 380/2034 [====>.........................] - ETA: 13:16 - loss: 147.1869 - logits_profile_predictions_loss: 146.3630 - logcount_predictions_loss: 0.4337 381/2034 [====>.........................] - ETA: 13:16 - loss: 147.1887 - logits_profile_predictions_loss: 146.3648 - logcount_predictions_loss: 0.4336 382/2034 [====>.........................] - ETA: 13:15 - loss: 147.1904 - logits_profile_predictions_loss: 146.3665 - logcount_predictions_loss: 0.4336 383/2034 [====>.........................] - ETA: 13:15 - loss: 147.1918 - logits_profile_predictions_loss: 146.3680 - logcount_predictions_loss: 0.4336 384/2034 [====>.........................] - ETA: 13:14 - loss: 147.1932 - logits_profile_predictions_loss: 146.3694 - logcount_predictions_loss: 0.4336 385/2034 [====>.........................] - ETA: 13:14 - loss: 147.1946 - logits_profile_predictions_loss: 146.3708 - logcount_predictions_loss: 0.4336 386/2034 [====>.........................] - ETA: 13:13 - loss: 147.1960 - logits_profile_predictions_loss: 146.3722 - logcount_predictions_loss: 0.4336 387/2034 [====>.........................] - ETA: 13:13 - loss: 147.1974 - logits_profile_predictions_loss: 146.3736 - logcount_predictions_loss: 0.4336 388/2034 [====>.........................] - ETA: 13:13 - loss: 147.1990 - logits_profile_predictions_loss: 146.3752 - logcount_predictions_loss: 0.4336 389/2034 [====>.........................] - ETA: 13:12 - loss: 147.2005 - logits_profile_predictions_loss: 146.3768 - logcount_predictions_loss: 0.4336 390/2034 [====>.........................] - ETA: 13:12 - loss: 147.2024 - logits_profile_predictions_loss: 146.3786 - logcount_predictions_loss: 0.4336 391/2034 [====>.........................] - ETA: 13:11 - loss: 147.2041 - logits_profile_predictions_loss: 146.3804 - logcount_predictions_loss: 0.4336 392/2034 [====>.........................] - ETA: 13:11 - loss: 147.2059 - logits_profile_predictions_loss: 146.3822 - logcount_predictions_loss: 0.4336 393/2034 [====>.........................] - ETA: 13:10 - loss: 147.2080 - logits_profile_predictions_loss: 146.3843 - logcount_predictions_loss: 0.4335 394/2034 [====>.........................] - ETA: 13:10 - loss: 147.2098 - logits_profile_predictions_loss: 146.3861 - logcount_predictions_loss: 0.4335 395/2034 [====>.........................] - ETA: 13:09 - loss: 147.2115 - logits_profile_predictions_loss: 146.3878 - logcount_predictions_loss: 0.4335 396/2034 [====>.........................] - ETA: 13:09 - loss: 147.2135 - logits_profile_predictions_loss: 146.3898 - logcount_predictions_loss: 0.4335 397/2034 [====>.........................] - ETA: 13:08 - loss: 147.2153 - logits_profile_predictions_loss: 146.3917 - logcount_predictions_loss: 0.4335 398/2034 [====>.........................] - ETA: 13:08 - loss: 147.2173 - logits_profile_predictions_loss: 146.3936 - logcount_predictions_loss: 0.4335 399/2034 [====>.........................] - ETA: 13:07 - loss: 147.2190 - logits_profile_predictions_loss: 146.3954 - logcount_predictions_loss: 0.4335 400/2034 [====>.........................] - ETA: 13:07 - loss: 147.2205 - logits_profile_predictions_loss: 146.3969 - logcount_predictions_loss: 0.4335 401/2034 [====>.........................] - ETA: 13:06 - loss: 147.2221 - logits_profile_predictions_loss: 146.3984 - logcount_predictions_loss: 0.4335 402/2034 [====>.........................] - ETA: 13:06 - loss: 147.2235 - logits_profile_predictions_loss: 146.3999 - logcount_predictions_loss: 0.4335 403/2034 [====>.........................] - ETA: 13:05 - loss: 147.2251 - logits_profile_predictions_loss: 146.4015 - logcount_predictions_loss: 0.4335 404/2034 [====>.........................] - ETA: 13:05 - loss: 147.2267 - logits_profile_predictions_loss: 146.4031 - logcount_predictions_loss: 0.4335 405/2034 [====>.........................] - ETA: 13:04 - loss: 147.2282 - logits_profile_predictions_loss: 146.4046 - logcount_predictions_loss: 0.4335 406/2034 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[===========================>..] - ETA: 32s - loss: 147.8026 - logits_profile_predictions_loss: 146.9821 - logcount_predictions_loss: 0.4318 1967/2034 [============================>.] - ETA: 32s - loss: 147.8026 - logits_profile_predictions_loss: 146.9821 - logcount_predictions_loss: 0.4318 1968/2034 [============================>.] - ETA: 31s - loss: 147.8026 - logits_profile_predictions_loss: 146.9821 - logcount_predictions_loss: 0.4318 1969/2034 [============================>.] - ETA: 31s - loss: 147.8026 - logits_profile_predictions_loss: 146.9821 - logcount_predictions_loss: 0.4318 1970/2034 [============================>.] - ETA: 30s - loss: 147.8026 - logits_profile_predictions_loss: 146.9821 - logcount_predictions_loss: 0.4318 1971/2034 [============================>.] - ETA: 30s - loss: 147.8026 - logits_profile_predictions_loss: 146.9822 - logcount_predictions_loss: 0.4318 1972/2034 [============================>.] - ETA: 29s - loss: 147.8026 - 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[============================>.] - ETA: 26s - loss: 147.8027 - logits_profile_predictions_loss: 146.9823 - logcount_predictions_loss: 0.4318 1980/2034 [============================>.] - ETA: 26s - loss: 147.8027 - logits_profile_predictions_loss: 146.9823 - logcount_predictions_loss: 0.4318 1981/2034 [============================>.] - ETA: 25s - loss: 147.8027 - logits_profile_predictions_loss: 146.9823 - logcount_predictions_loss: 0.4317 1982/2034 [============================>.] - ETA: 25s - loss: 147.8028 - logits_profile_predictions_loss: 146.9823 - logcount_predictions_loss: 0.4317 1983/2034 [============================>.] - ETA: 24s - loss: 147.8028 - logits_profile_predictions_loss: 146.9824 - logcount_predictions_loss: 0.4317 1984/2034 [============================>.] - ETA: 24s - loss: 147.8028 - logits_profile_predictions_loss: 146.9824 - logcount_predictions_loss: 0.4317 1985/2034 [============================>.] - ETA: 23s - loss: 147.8029 - 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[============================>.] - ETA: 20s - loss: 147.8031 - logits_profile_predictions_loss: 146.9827 - logcount_predictions_loss: 0.4317 1993/2034 [============================>.] - ETA: 19s - loss: 147.8031 - logits_profile_predictions_loss: 146.9827 - logcount_predictions_loss: 0.4317 1994/2034 [============================>.] - ETA: 19s - loss: 147.8031 - logits_profile_predictions_loss: 146.9827 - logcount_predictions_loss: 0.4317 1995/2034 [============================>.] - ETA: 18s - loss: 147.8031 - logits_profile_predictions_loss: 146.9827 - logcount_predictions_loss: 0.4317 1996/2034 [============================>.] - ETA: 18s - loss: 147.8032 - logits_profile_predictions_loss: 146.9828 - logcount_predictions_loss: 0.4317 1997/2034 [============================>.] - ETA: 17s - loss: 147.8032 - logits_profile_predictions_loss: 146.9828 - logcount_predictions_loss: 0.4317 1998/2034 [============================>.] - ETA: 17s - loss: 147.8032 - 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[============================>.] - ETA: 13s - loss: 147.8035 - logits_profile_predictions_loss: 146.9831 - logcount_predictions_loss: 0.4317 2006/2034 [============================>.] - ETA: 13s - loss: 147.8035 - logits_profile_predictions_loss: 146.9832 - logcount_predictions_loss: 0.4317 2007/2034 [============================>.] - ETA: 13s - loss: 147.8036 - logits_profile_predictions_loss: 146.9832 - logcount_predictions_loss: 0.4317 2008/2034 [============================>.] - ETA: 12s - loss: 147.8036 - logits_profile_predictions_loss: 146.9833 - logcount_predictions_loss: 0.4317 2009/2034 [============================>.] - ETA: 12s - loss: 147.8037 - logits_profile_predictions_loss: 146.9833 - logcount_predictions_loss: 0.4317 2010/2034 [============================>.] - ETA: 11s - loss: 147.8037 - logits_profile_predictions_loss: 146.9834 - logcount_predictions_loss: 0.4317 2011/2034 [============================>.] - ETA: 11s - loss: 147.8038 - 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[============================>.] - ETA: 7s - loss: 147.8041 - logits_profile_predictions_loss: 146.9838 - logcount_predictions_loss: 0.4317 2019/2034 [============================>.] - ETA: 7s - loss: 147.8041 - logits_profile_predictions_loss: 146.9838 - logcount_predictions_loss: 0.4317 2020/2034 [============================>.] - ETA: 6s - loss: 147.8042 - logits_profile_predictions_loss: 146.9838 - logcount_predictions_loss: 0.4317 2021/2034 [============================>.] - ETA: 6s - loss: 147.8042 - logits_profile_predictions_loss: 146.9839 - logcount_predictions_loss: 0.4317 2022/2034 [============================>.] - ETA: 5s - loss: 147.8042 - logits_profile_predictions_loss: 146.9839 - logcount_predictions_loss: 0.4317 2023/2034 [============================>.] - ETA: 5s - loss: 147.8043 - logits_profile_predictions_loss: 146.9839 - logcount_predictions_loss: 0.4317 2024/2034 [============================>.] - ETA: 4s - loss: 147.8043 - logits_profile_predictions_loss: 146.9840 - logcount_predictions_loss: 0.4317 2025/2034 [============================>.] - ETA: 4s - loss: 147.8044 - logits_profile_predictions_loss: 146.9840 - logcount_predictions_loss: 0.4317 2026/2034 [============================>.] - ETA: 3s - loss: 147.8044 - logits_profile_predictions_loss: 146.9841 - logcount_predictions_loss: 0.4317 2027/2034 [============================>.] - ETA: 3s - loss: 147.8044 - logits_profile_predictions_loss: 146.9841 - logcount_predictions_loss: 0.4317 2028/2034 [============================>.] - ETA: 2s - loss: 147.8045 - logits_profile_predictions_loss: 146.9841 - logcount_predictions_loss: 0.4317 2029/2034 [============================>.] - ETA: 2s - loss: 147.8045 - logits_profile_predictions_loss: 146.9842 - logcount_predictions_loss: 0.4317 2030/2034 [============================>.] - ETA: 1s - loss: 147.8046 - logits_profile_predictions_loss: 146.9842 - logcount_predictions_loss: 0.4317 2031/2034 [============================>.] - ETA: 1s - loss: 147.8046 - logits_profile_predictions_loss: 146.9843 - logcount_predictions_loss: 0.4317 2032/2034 [============================>.] - ETA: 0s - loss: 147.8047 - logits_profile_predictions_loss: 146.9843 - logcount_predictions_loss: 0.4317 2033/2034 [============================>.] - ETA: 0s - loss: 147.8047 - logits_profile_predictions_loss: 146.9844 - logcount_predictions_loss: 0.4317 2034/2034 [==============================] - ETA: 0s - loss: 147.8047 - logits_profile_predictions_loss: 146.9844 - logcount_predictions_loss: 0.4317 2034/2034 [==============================] - 1016s 500ms/step - loss: 147.8048 - logits_profile_predictions_loss: 146.9845 - logcount_predictions_loss: 0.4317 - val_loss: 146.0405 - val_logits_profile_predictions_loss: 145.3571 - val_logcount_predictions_loss: 0.3597 + +Epoch 00005: val_loss improved from 146.41162 to 146.04045, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 6/50 + 1/2034 [..............................] - ETA: 17:12 - loss: 151.5416 - logits_profile_predictions_loss: 150.4978 - logcount_predictions_loss: 0.5494 2/2034 [..............................] - ETA: 16:18 - loss: 150.6538 - logits_profile_predictions_loss: 149.7254 - logcount_predictions_loss: 0.4886 3/2034 [..............................] - ETA: 16:17 - loss: 149.6118 - logits_profile_predictions_loss: 148.7264 - logcount_predictions_loss: 0.4660 4/2034 [..............................] - ETA: 16:17 - loss: 148.4184 - logits_profile_predictions_loss: 147.5602 - logcount_predictions_loss: 0.4517 5/2034 [..............................] - ETA: 16:17 - loss: 147.2115 - logits_profile_predictions_loss: 146.3643 - logcount_predictions_loss: 0.4459 6/2034 [..............................] - ETA: 16:16 - loss: 145.9805 - logits_profile_predictions_loss: 145.1435 - 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[..............................] - ETA: 16:04 - loss: 148.0726 - logits_profile_predictions_loss: 147.2417 - logcount_predictions_loss: 0.4373 34/2034 [..............................] - ETA: 16:04 - loss: 148.1466 - logits_profile_predictions_loss: 147.3164 - logcount_predictions_loss: 0.4369 35/2034 [..............................] - ETA: 16:03 - loss: 148.2102 - logits_profile_predictions_loss: 147.3805 - logcount_predictions_loss: 0.4367 36/2034 [..............................] - ETA: 16:03 - loss: 148.2610 - logits_profile_predictions_loss: 147.4318 - logcount_predictions_loss: 0.4364 37/2034 [..............................] - ETA: 16:02 - loss: 148.3008 - logits_profile_predictions_loss: 147.4720 - logcount_predictions_loss: 0.4362 38/2034 [..............................] - ETA: 16:02 - loss: 148.3406 - logits_profile_predictions_loss: 147.5123 - logcount_predictions_loss: 0.4360 39/2034 [..............................] - ETA: 16:01 - loss: 148.3655 - logits_profile_predictions_loss: 147.5377 - logcount_predictions_loss: 0.4357 40/2034 [..............................] - ETA: 16:01 - loss: 148.3971 - logits_profile_predictions_loss: 147.5697 - logcount_predictions_loss: 0.4355 41/2034 [..............................] - ETA: 16:00 - loss: 148.4064 - logits_profile_predictions_loss: 147.5791 - logcount_predictions_loss: 0.4354 42/2034 [..............................] - ETA: 16:00 - loss: 148.4027 - logits_profile_predictions_loss: 147.5757 - logcount_predictions_loss: 0.4353 43/2034 [..............................] - ETA: 15:59 - loss: 148.3886 - logits_profile_predictions_loss: 147.5619 - logcount_predictions_loss: 0.4351 44/2034 [..............................] - ETA: 15:59 - loss: 148.3709 - logits_profile_predictions_loss: 147.5444 - logcount_predictions_loss: 0.4350 45/2034 [..............................] - ETA: 15:58 - loss: 148.3561 - logits_profile_predictions_loss: 147.5299 - logcount_predictions_loss: 0.4349 46/2034 [..............................] - ETA: 15:58 - loss: 148.3342 - logits_profile_predictions_loss: 147.5083 - logcount_predictions_loss: 0.4347 47/2034 [..............................] - ETA: 15:57 - loss: 148.3082 - logits_profile_predictions_loss: 147.4827 - logcount_predictions_loss: 0.4345 48/2034 [..............................] - ETA: 15:57 - loss: 148.2824 - logits_profile_predictions_loss: 147.4573 - logcount_predictions_loss: 0.4343 49/2034 [..............................] - ETA: 15:56 - loss: 148.2408 - logits_profile_predictions_loss: 147.4160 - logcount_predictions_loss: 0.4341 50/2034 [..............................] - ETA: 15:56 - loss: 148.2160 - logits_profile_predictions_loss: 147.3914 - logcount_predictions_loss: 0.4340 51/2034 [..............................] - ETA: 15:55 - loss: 148.2037 - logits_profile_predictions_loss: 147.3795 - logcount_predictions_loss: 0.4338 52/2034 [..............................] - ETA: 15:55 - loss: 148.1927 - 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[=====>........................] - ETA: 13:01 - loss: 148.7940 - logits_profile_predictions_loss: 148.0146 - logcount_predictions_loss: 0.4102 411/2034 [=====>........................] - ETA: 13:00 - loss: 148.7939 - logits_profile_predictions_loss: 148.0144 - logcount_predictions_loss: 0.4102 412/2034 [=====>........................] - ETA: 13:00 - loss: 148.7938 - logits_profile_predictions_loss: 148.0143 - logcount_predictions_loss: 0.4102 413/2034 [=====>........................] - ETA: 12:59 - loss: 148.7935 - logits_profile_predictions_loss: 148.0141 - logcount_predictions_loss: 0.4102 414/2034 [=====>........................] - ETA: 12:59 - loss: 148.7933 - logits_profile_predictions_loss: 148.0139 - logcount_predictions_loss: 0.4102 415/2034 [=====>........................] - ETA: 12:58 - loss: 148.7930 - logits_profile_predictions_loss: 148.0136 - logcount_predictions_loss: 0.4102 416/2034 [=====>........................] - ETA: 12:58 - loss: 148.7929 - 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[=====>........................] - ETA: 12:55 - loss: 148.7929 - logits_profile_predictions_loss: 148.0136 - logcount_predictions_loss: 0.4101 424/2034 [=====>........................] - ETA: 12:54 - loss: 148.7929 - logits_profile_predictions_loss: 148.0136 - logcount_predictions_loss: 0.4101 425/2034 [=====>........................] - ETA: 12:54 - loss: 148.7929 - logits_profile_predictions_loss: 148.0136 - logcount_predictions_loss: 0.4101 426/2034 [=====>........................] - ETA: 12:53 - loss: 148.7931 - logits_profile_predictions_loss: 148.0138 - logcount_predictions_loss: 0.4101 427/2034 [=====>........................] - ETA: 12:53 - loss: 148.7932 - logits_profile_predictions_loss: 148.0139 - logcount_predictions_loss: 0.4101 428/2034 [=====>........................] - ETA: 12:52 - loss: 148.7935 - logits_profile_predictions_loss: 148.0142 - logcount_predictions_loss: 0.4101 429/2034 [=====>........................] - ETA: 12:52 - loss: 148.7936 - 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[=====>........................] - ETA: 12:48 - loss: 148.7942 - logits_profile_predictions_loss: 148.0151 - logcount_predictions_loss: 0.4101 437/2034 [=====>........................] - ETA: 12:48 - loss: 148.7943 - logits_profile_predictions_loss: 148.0151 - logcount_predictions_loss: 0.4101 438/2034 [=====>........................] - ETA: 12:47 - loss: 148.7944 - logits_profile_predictions_loss: 148.0152 - logcount_predictions_loss: 0.4101 439/2034 [=====>........................] - ETA: 12:47 - loss: 148.7944 - logits_profile_predictions_loss: 148.0153 - logcount_predictions_loss: 0.4101 440/2034 [=====>........................] - ETA: 12:47 - loss: 148.7945 - logits_profile_predictions_loss: 148.0153 - logcount_predictions_loss: 0.4101 441/2034 [=====>........................] - ETA: 12:46 - loss: 148.7947 - logits_profile_predictions_loss: 148.0156 - logcount_predictions_loss: 0.4100 442/2034 [=====>........................] - ETA: 12:46 - loss: 148.7949 - 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[=====>........................] - ETA: 12:42 - loss: 148.7971 - logits_profile_predictions_loss: 148.0181 - logcount_predictions_loss: 0.4100 450/2034 [=====>........................] - ETA: 12:42 - loss: 148.7976 - logits_profile_predictions_loss: 148.0185 - logcount_predictions_loss: 0.4100 451/2034 [=====>........................] - ETA: 12:41 - loss: 148.7980 - logits_profile_predictions_loss: 148.0190 - logcount_predictions_loss: 0.4100 452/2034 [=====>........................] - ETA: 12:41 - loss: 148.7985 - logits_profile_predictions_loss: 148.0195 - logcount_predictions_loss: 0.4100 453/2034 [=====>........................] - ETA: 12:40 - loss: 148.7991 - logits_profile_predictions_loss: 148.0200 - logcount_predictions_loss: 0.4100 454/2034 [=====>........................] - ETA: 12:40 - loss: 148.7996 - logits_profile_predictions_loss: 148.0206 - logcount_predictions_loss: 0.4100 455/2034 [=====>........................] - ETA: 12:39 - loss: 148.8002 - 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[============================>.] - ETA: 18s - loss: 148.2565 - logits_profile_predictions_loss: 147.4758 - logcount_predictions_loss: 0.4108 1997/2034 [============================>.] - ETA: 17s - loss: 148.2561 - logits_profile_predictions_loss: 147.4755 - logcount_predictions_loss: 0.4108 1998/2034 [============================>.] - ETA: 17s - loss: 148.2557 - logits_profile_predictions_loss: 147.4751 - logcount_predictions_loss: 0.4108 1999/2034 [============================>.] - ETA: 16s - loss: 148.2553 - logits_profile_predictions_loss: 147.4747 - logcount_predictions_loss: 0.4108 2000/2034 [============================>.] - ETA: 16s - loss: 148.2549 - logits_profile_predictions_loss: 147.4743 - logcount_predictions_loss: 0.4108 2001/2034 [============================>.] - ETA: 15s - loss: 148.2545 - logits_profile_predictions_loss: 147.4739 - logcount_predictions_loss: 0.4108 2002/2034 [============================>.] - ETA: 15s - loss: 148.2541 - logits_profile_predictions_loss: 147.4735 - logcount_predictions_loss: 0.4108 2003/2034 [============================>.] - ETA: 14s - loss: 148.2537 - logits_profile_predictions_loss: 147.4731 - logcount_predictions_loss: 0.4108 2004/2034 [============================>.] - ETA: 14s - loss: 148.2533 - logits_profile_predictions_loss: 147.4727 - logcount_predictions_loss: 0.4108 2005/2034 [============================>.] - ETA: 13s - loss: 148.2529 - logits_profile_predictions_loss: 147.4723 - logcount_predictions_loss: 0.4108 2006/2034 [============================>.] - ETA: 13s - loss: 148.2525 - logits_profile_predictions_loss: 147.4719 - logcount_predictions_loss: 0.4108 2007/2034 [============================>.] - ETA: 13s - loss: 148.2521 - logits_profile_predictions_loss: 147.4715 - logcount_predictions_loss: 0.4108 2008/2034 [============================>.] - ETA: 12s - loss: 148.2517 - logits_profile_predictions_loss: 147.4710 - logcount_predictions_loss: 0.4108 2009/2034 [============================>.] - ETA: 12s - loss: 148.2512 - logits_profile_predictions_loss: 147.4706 - logcount_predictions_loss: 0.4108 2010/2034 [============================>.] - ETA: 11s - loss: 148.2508 - logits_profile_predictions_loss: 147.4702 - logcount_predictions_loss: 0.4108 2011/2034 [============================>.] - ETA: 11s - loss: 148.2504 - logits_profile_predictions_loss: 147.4698 - logcount_predictions_loss: 0.4108 2012/2034 [============================>.] - ETA: 10s - loss: 148.2500 - logits_profile_predictions_loss: 147.4694 - logcount_predictions_loss: 0.4108 2013/2034 [============================>.] - ETA: 10s - loss: 148.2496 - logits_profile_predictions_loss: 147.4690 - logcount_predictions_loss: 0.4108 2014/2034 [============================>.] - ETA: 9s - loss: 148.2492 - logits_profile_predictions_loss: 147.4686 - logcount_predictions_loss: 0.4108  2015/2034 [============================>.] - ETA: 9s - loss: 148.2488 - logits_profile_predictions_loss: 147.4681 - logcount_predictions_loss: 0.4108 2016/2034 [============================>.] - ETA: 8s - loss: 148.2484 - logits_profile_predictions_loss: 147.4677 - logcount_predictions_loss: 0.4108 2017/2034 [============================>.] - ETA: 8s - loss: 148.2479 - logits_profile_predictions_loss: 147.4673 - logcount_predictions_loss: 0.4108 2018/2034 [============================>.] - ETA: 7s - loss: 148.2475 - logits_profile_predictions_loss: 147.4669 - logcount_predictions_loss: 0.4108 2019/2034 [============================>.] - ETA: 7s - loss: 148.2471 - logits_profile_predictions_loss: 147.4665 - logcount_predictions_loss: 0.4108 2020/2034 [============================>.] - ETA: 6s - loss: 148.2467 - logits_profile_predictions_loss: 147.4661 - logcount_predictions_loss: 0.4108 2021/2034 [============================>.] - ETA: 6s - loss: 148.2463 - logits_profile_predictions_loss: 147.4657 - logcount_predictions_loss: 0.4108 2022/2034 [============================>.] - ETA: 5s - loss: 148.2459 - logits_profile_predictions_loss: 147.4653 - logcount_predictions_loss: 0.4108 2023/2034 [============================>.] - ETA: 5s - loss: 148.2455 - logits_profile_predictions_loss: 147.4649 - logcount_predictions_loss: 0.4108 2024/2034 [============================>.] - ETA: 4s - loss: 148.2451 - logits_profile_predictions_loss: 147.4645 - logcount_predictions_loss: 0.4108 2025/2034 [============================>.] - ETA: 4s - loss: 148.2447 - logits_profile_predictions_loss: 147.4641 - logcount_predictions_loss: 0.4108 2026/2034 [============================>.] - ETA: 3s - loss: 148.2443 - logits_profile_predictions_loss: 147.4637 - logcount_predictions_loss: 0.4108 2027/2034 [============================>.] - ETA: 3s - loss: 148.2439 - logits_profile_predictions_loss: 147.4632 - logcount_predictions_loss: 0.4108 2028/2034 [============================>.] - ETA: 2s - loss: 148.2434 - logits_profile_predictions_loss: 147.4628 - logcount_predictions_loss: 0.4108 2029/2034 [============================>.] - ETA: 2s - loss: 148.2430 - logits_profile_predictions_loss: 147.4624 - logcount_predictions_loss: 0.4108 2030/2034 [============================>.] - ETA: 1s - loss: 148.2426 - logits_profile_predictions_loss: 147.4619 - logcount_predictions_loss: 0.4108 2031/2034 [============================>.] - ETA: 1s - loss: 148.2422 - logits_profile_predictions_loss: 147.4615 - logcount_predictions_loss: 0.4108 2032/2034 [============================>.] - ETA: 0s - loss: 148.2417 - logits_profile_predictions_loss: 147.4611 - logcount_predictions_loss: 0.4108 2033/2034 [============================>.] - ETA: 0s - loss: 148.2413 - logits_profile_predictions_loss: 147.4607 - logcount_predictions_loss: 0.4108 2034/2034 [==============================] - ETA: 0s - loss: 148.2409 - logits_profile_predictions_loss: 147.4603 - logcount_predictions_loss: 0.4108 2034/2034 [==============================] - 1017s 500ms/step - loss: 148.2405 - logits_profile_predictions_loss: 147.4599 - logcount_predictions_loss: 0.4108 - val_loss: 146.1875 - val_logits_profile_predictions_loss: 145.4069 - val_logcount_predictions_loss: 0.4108 + +Epoch 00006: val_loss did not improve from 146.04045 +Epoch 7/50 + 1/2034 [..............................] - ETA: 17:10 - loss: 149.2423 - logits_profile_predictions_loss: 148.6584 - logcount_predictions_loss: 0.3073 2/2034 [..............................] - ETA: 16:16 - loss: 155.4116 - logits_profile_predictions_loss: 154.6244 - logcount_predictions_loss: 0.4143 3/2034 [..............................] - ETA: 16:15 - loss: 156.0878 - logits_profile_predictions_loss: 155.2297 - logcount_predictions_loss: 0.4516 4/2034 [..............................] - ETA: 16:14 - loss: 153.7348 - logits_profile_predictions_loss: 152.8692 - logcount_predictions_loss: 0.4556 5/2034 [..............................] - ETA: 16:15 - loss: 152.2776 - logits_profile_predictions_loss: 151.4133 - logcount_predictions_loss: 0.4549 6/2034 [..............................] - ETA: 16:15 - loss: 150.1464 - logits_profile_predictions_loss: 149.2873 - logcount_predictions_loss: 0.4521 7/2034 [..............................] - ETA: 16:14 - loss: 148.6045 - logits_profile_predictions_loss: 147.7528 - logcount_predictions_loss: 0.4483 8/2034 [..............................] - ETA: 16:14 - loss: 148.1347 - logits_profile_predictions_loss: 147.2871 - logcount_predictions_loss: 0.4461 9/2034 [..............................] - ETA: 16:14 - loss: 148.4281 - logits_profile_predictions_loss: 147.5800 - logcount_predictions_loss: 0.4464 10/2034 [..............................] - ETA: 16:14 - loss: 148.9169 - logits_profile_predictions_loss: 148.0640 - logcount_predictions_loss: 0.4489 11/2034 [..............................] - ETA: 16:13 - loss: 148.9155 - logits_profile_predictions_loss: 148.0562 - logcount_predictions_loss: 0.4523 12/2034 [..............................] - ETA: 16:14 - loss: 148.9733 - logits_profile_predictions_loss: 148.1102 - logcount_predictions_loss: 0.4543 13/2034 [..............................] - ETA: 16:14 - loss: 148.8300 - logits_profile_predictions_loss: 147.9651 - logcount_predictions_loss: 0.4552 14/2034 [..............................] - ETA: 16:13 - loss: 148.5891 - logits_profile_predictions_loss: 147.7213 - logcount_predictions_loss: 0.4567 15/2034 [..............................] - ETA: 16:13 - loss: 148.5190 - logits_profile_predictions_loss: 147.6494 - logcount_predictions_loss: 0.4577 16/2034 [..............................] - ETA: 16:12 - loss: 148.5358 - logits_profile_predictions_loss: 147.6649 - logcount_predictions_loss: 0.4584 17/2034 [..............................] - ETA: 16:12 - loss: 148.4683 - logits_profile_predictions_loss: 147.5969 - logcount_predictions_loss: 0.4586 18/2034 [..............................] - ETA: 16:12 - loss: 148.5164 - logits_profile_predictions_loss: 147.6448 - logcount_predictions_loss: 0.4588 19/2034 [..............................] - ETA: 16:11 - loss: 148.5750 - logits_profile_predictions_loss: 147.7034 - logcount_predictions_loss: 0.4587 20/2034 [..............................] - ETA: 16:11 - loss: 148.6812 - logits_profile_predictions_loss: 147.8092 - logcount_predictions_loss: 0.4589 21/2034 [..............................] - ETA: 16:10 - loss: 148.7565 - logits_profile_predictions_loss: 147.8841 - logcount_predictions_loss: 0.4591 22/2034 [..............................] - ETA: 16:10 - loss: 148.7616 - logits_profile_predictions_loss: 147.8882 - logcount_predictions_loss: 0.4596 23/2034 [..............................] - ETA: 16:09 - loss: 148.8250 - logits_profile_predictions_loss: 147.9506 - logcount_predictions_loss: 0.4602 24/2034 [..............................] - ETA: 16:09 - loss: 148.8258 - logits_profile_predictions_loss: 147.9505 - logcount_predictions_loss: 0.4607 25/2034 [..............................] - ETA: 16:08 - loss: 148.8186 - logits_profile_predictions_loss: 147.9425 - logcount_predictions_loss: 0.4611 26/2034 [..............................] - ETA: 16:08 - loss: 148.7864 - logits_profile_predictions_loss: 147.9096 - logcount_predictions_loss: 0.4615 27/2034 [..............................] - ETA: 16:07 - loss: 148.7495 - logits_profile_predictions_loss: 147.8722 - logcount_predictions_loss: 0.4618 28/2034 [..............................] - ETA: 16:07 - loss: 148.7299 - logits_profile_predictions_loss: 147.8522 - logcount_predictions_loss: 0.4620 29/2034 [..............................] - ETA: 16:06 - loss: 148.6788 - logits_profile_predictions_loss: 147.8007 - logcount_predictions_loss: 0.4622 30/2034 [..............................] - ETA: 16:06 - loss: 148.6256 - logits_profile_predictions_loss: 147.7472 - logcount_predictions_loss: 0.4623 31/2034 [..............................] - ETA: 16:05 - loss: 148.5484 - logits_profile_predictions_loss: 147.6698 - logcount_predictions_loss: 0.4624 32/2034 [..............................] - ETA: 16:05 - loss: 148.4773 - logits_profile_predictions_loss: 147.5985 - logcount_predictions_loss: 0.4625 33/2034 [..............................] - ETA: 16:04 - loss: 148.3955 - logits_profile_predictions_loss: 147.5168 - logcount_predictions_loss: 0.4625 34/2034 [..............................] - ETA: 16:04 - loss: 148.3300 - logits_profile_predictions_loss: 147.4514 - logcount_predictions_loss: 0.4624 35/2034 [..............................] - ETA: 16:03 - loss: 148.2527 - logits_profile_predictions_loss: 147.3746 - logcount_predictions_loss: 0.4622 36/2034 [..............................] - ETA: 16:03 - loss: 148.2062 - logits_profile_predictions_loss: 147.3287 - logcount_predictions_loss: 0.4618 37/2034 [..............................] - ETA: 16:02 - loss: 148.1577 - logits_profile_predictions_loss: 147.2810 - logcount_predictions_loss: 0.4614 38/2034 [..............................] - ETA: 16:02 - loss: 148.1130 - logits_profile_predictions_loss: 147.2373 - logcount_predictions_loss: 0.4609 39/2034 [..............................] - ETA: 16:01 - loss: 148.0847 - logits_profile_predictions_loss: 147.2099 - logcount_predictions_loss: 0.4604 40/2034 [..............................] - ETA: 16:01 - loss: 148.0600 - logits_profile_predictions_loss: 147.1862 - logcount_predictions_loss: 0.4599 41/2034 [..............................] - ETA: 16:00 - loss: 148.0405 - logits_profile_predictions_loss: 147.1677 - logcount_predictions_loss: 0.4594 42/2034 [..............................] - ETA: 16:00 - loss: 148.0069 - logits_profile_predictions_loss: 147.1352 - logcount_predictions_loss: 0.4588 43/2034 [..............................] - ETA: 15:59 - loss: 147.9729 - logits_profile_predictions_loss: 147.1022 - logcount_predictions_loss: 0.4582 44/2034 [..............................] - ETA: 15:59 - loss: 147.9301 - logits_profile_predictions_loss: 147.0605 - logcount_predictions_loss: 0.4577 45/2034 [..............................] - ETA: 15:58 - loss: 147.9054 - logits_profile_predictions_loss: 147.0368 - logcount_predictions_loss: 0.4571 46/2034 [..............................] - ETA: 15:58 - loss: 147.8844 - logits_profile_predictions_loss: 147.0168 - logcount_predictions_loss: 0.4566 47/2034 [..............................] - ETA: 15:57 - loss: 147.8768 - logits_profile_predictions_loss: 147.0102 - logcount_predictions_loss: 0.4561 48/2034 [..............................] - ETA: 15:57 - loss: 147.8724 - logits_profile_predictions_loss: 147.0070 - logcount_predictions_loss: 0.4555 49/2034 [..............................] - ETA: 15:56 - loss: 147.8668 - logits_profile_predictions_loss: 147.0025 - logcount_predictions_loss: 0.4549 50/2034 [..............................] - ETA: 15:56 - loss: 147.8591 - logits_profile_predictions_loss: 146.9960 - logcount_predictions_loss: 0.4543 51/2034 [..............................] - ETA: 15:55 - loss: 147.8400 - logits_profile_predictions_loss: 146.9781 - logcount_predictions_loss: 0.4536 52/2034 [..............................] - ETA: 15:55 - loss: 147.8225 - logits_profile_predictions_loss: 146.9617 - logcount_predictions_loss: 0.4530 53/2034 [..............................] - ETA: 15:54 - loss: 147.8070 - logits_profile_predictions_loss: 146.9473 - logcount_predictions_loss: 0.4525 54/2034 [..............................] - ETA: 15:54 - loss: 147.7874 - logits_profile_predictions_loss: 146.9288 - logcount_predictions_loss: 0.4519 55/2034 [..............................] - ETA: 15:53 - loss: 147.7686 - logits_profile_predictions_loss: 146.9111 - logcount_predictions_loss: 0.4513 56/2034 [..............................] - ETA: 15:53 - loss: 147.7456 - logits_profile_predictions_loss: 146.8892 - logcount_predictions_loss: 0.4507 57/2034 [..............................] - ETA: 15:52 - loss: 147.7220 - logits_profile_predictions_loss: 146.8666 - logcount_predictions_loss: 0.4502 58/2034 [..............................] - ETA: 15:52 - loss: 147.6922 - logits_profile_predictions_loss: 146.8378 - logcount_predictions_loss: 0.4497 59/2034 [..............................] - ETA: 15:51 - loss: 147.6625 - logits_profile_predictions_loss: 146.8089 - logcount_predictions_loss: 0.4492 60/2034 [..............................] - ETA: 15:50 - loss: 147.6356 - logits_profile_predictions_loss: 146.7829 - logcount_predictions_loss: 0.4487 61/2034 [..............................] - ETA: 15:50 - loss: 147.6081 - logits_profile_predictions_loss: 146.7563 - logcount_predictions_loss: 0.4483 62/2034 [..............................] - ETA: 15:49 - loss: 147.5796 - logits_profile_predictions_loss: 146.7286 - logcount_predictions_loss: 0.4479 63/2034 [..............................] - ETA: 15:49 - loss: 147.5520 - logits_profile_predictions_loss: 146.7019 - logcount_predictions_loss: 0.4474 64/2034 [..............................] - ETA: 15:49 - loss: 147.5224 - 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[>.............................] - ETA: 15:45 - loss: 147.3803 - logits_profile_predictions_loss: 146.5349 - logcount_predictions_loss: 0.4449 72/2034 [>.............................] - ETA: 15:45 - loss: 147.3700 - logits_profile_predictions_loss: 146.5250 - logcount_predictions_loss: 0.4447 73/2034 [>.............................] - ETA: 15:44 - loss: 147.3586 - logits_profile_predictions_loss: 146.5140 - logcount_predictions_loss: 0.4445 74/2034 [>.............................] - ETA: 15:44 - loss: 147.3463 - logits_profile_predictions_loss: 146.5021 - logcount_predictions_loss: 0.4443 75/2034 [>.............................] - ETA: 15:43 - loss: 147.3380 - logits_profile_predictions_loss: 146.4941 - logcount_predictions_loss: 0.4441 76/2034 [>.............................] - ETA: 15:43 - loss: 147.3350 - logits_profile_predictions_loss: 146.4915 - logcount_predictions_loss: 0.4440 77/2034 [>.............................] - ETA: 15:42 - loss: 147.3303 - 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[>.............................] - ETA: 15:39 - loss: 147.2476 - logits_profile_predictions_loss: 146.4061 - logcount_predictions_loss: 0.4429 85/2034 [>.............................] - ETA: 15:38 - loss: 147.2310 - logits_profile_predictions_loss: 146.3897 - logcount_predictions_loss: 0.4428 86/2034 [>.............................] - ETA: 15:38 - loss: 147.2164 - logits_profile_predictions_loss: 146.3752 - logcount_predictions_loss: 0.4427 87/2034 [>.............................] - ETA: 15:37 - loss: 147.2003 - logits_profile_predictions_loss: 146.3593 - logcount_predictions_loss: 0.4426 88/2034 [>.............................] - ETA: 15:37 - loss: 147.1869 - logits_profile_predictions_loss: 146.3460 - logcount_predictions_loss: 0.4426 89/2034 [>.............................] - ETA: 15:36 - loss: 147.1734 - logits_profile_predictions_loss: 146.3327 - logcount_predictions_loss: 0.4425 90/2034 [>.............................] - ETA: 15:36 - loss: 147.1589 - logits_profile_predictions_loss: 146.3183 - logcount_predictions_loss: 0.4424 91/2034 [>.............................] - ETA: 15:35 - loss: 147.1463 - logits_profile_predictions_loss: 146.3059 - logcount_predictions_loss: 0.4423 92/2034 [>.............................] - ETA: 15:35 - loss: 147.1312 - logits_profile_predictions_loss: 146.2910 - logcount_predictions_loss: 0.4422 93/2034 [>.............................] - ETA: 15:34 - loss: 147.1173 - logits_profile_predictions_loss: 146.2773 - logcount_predictions_loss: 0.4421 94/2034 [>.............................] - ETA: 15:34 - loss: 147.1066 - logits_profile_predictions_loss: 146.2668 - logcount_predictions_loss: 0.4420 95/2034 [>.............................] - ETA: 15:33 - loss: 147.0939 - logits_profile_predictions_loss: 146.2543 - logcount_predictions_loss: 0.4419 96/2034 [>.............................] - ETA: 15:33 - loss: 147.0800 - logits_profile_predictions_loss: 146.2407 - logcount_predictions_loss: 0.4418 97/2034 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[====>.........................] - ETA: 13:27 - loss: 146.4267 - logits_profile_predictions_loss: 145.6243 - logcount_predictions_loss: 0.4223 358/2034 [====>.........................] - ETA: 13:27 - loss: 146.4269 - logits_profile_predictions_loss: 145.6247 - logcount_predictions_loss: 0.4223 359/2034 [====>.........................] - ETA: 13:26 - loss: 146.4273 - logits_profile_predictions_loss: 145.6251 - logcount_predictions_loss: 0.4222 360/2034 [====>.........................] - ETA: 13:26 - loss: 146.4275 - logits_profile_predictions_loss: 145.6254 - logcount_predictions_loss: 0.4222 361/2034 [====>.........................] - ETA: 13:25 - loss: 146.4280 - logits_profile_predictions_loss: 145.6259 - logcount_predictions_loss: 0.4221 362/2034 [====>.........................] - ETA: 13:25 - loss: 146.4286 - logits_profile_predictions_loss: 145.6267 - logcount_predictions_loss: 0.4221 363/2034 [====>.........................] - ETA: 13:24 - loss: 146.4291 - logits_profile_predictions_loss: 145.6273 - logcount_predictions_loss: 0.4220 364/2034 [====>.........................] - ETA: 13:24 - loss: 146.4297 - logits_profile_predictions_loss: 145.6279 - logcount_predictions_loss: 0.4220 365/2034 [====>.........................] - ETA: 13:23 - loss: 146.4300 - logits_profile_predictions_loss: 145.6283 - logcount_predictions_loss: 0.4220 366/2034 [====>.........................] - ETA: 13:23 - loss: 146.4305 - logits_profile_predictions_loss: 145.6289 - logcount_predictions_loss: 0.4219 367/2034 [====>.........................] - ETA: 13:22 - loss: 146.4313 - logits_profile_predictions_loss: 145.6298 - logcount_predictions_loss: 0.4219 368/2034 [====>.........................] - ETA: 13:22 - loss: 146.4322 - logits_profile_predictions_loss: 145.6308 - logcount_predictions_loss: 0.4218 369/2034 [====>.........................] - ETA: 13:21 - loss: 146.4331 - logits_profile_predictions_loss: 145.6318 - logcount_predictions_loss: 0.4218 370/2034 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logits_profile_predictions_loss: 146.1221 - logcount_predictions_loss: 0.4079 2034/2034 [==============================] - 1018s 500ms/step - loss: 146.8969 - logits_profile_predictions_loss: 146.1220 - logcount_predictions_loss: 0.4079 - val_loss: 146.6109 - val_logits_profile_predictions_loss: 145.7129 - val_logcount_predictions_loss: 0.4727 + +Epoch 00007: val_loss did not improve from 146.04045 +Epoch 8/50 + 1/2034 [..............................] - ETA: 17:11 - loss: 172.2331 - logits_profile_predictions_loss: 170.9059 - logcount_predictions_loss: 0.6985 2/2034 [..............................] - ETA: 16:22 - loss: 161.6531 - logits_profile_predictions_loss: 160.4403 - logcount_predictions_loss: 0.6383 3/2034 [..............................] - ETA: 16:20 - loss: 154.6371 - logits_profile_predictions_loss: 153.4821 - logcount_predictions_loss: 0.6079 4/2034 [..............................] - ETA: 16:19 - loss: 152.3353 - logits_profile_predictions_loss: 151.2170 - logcount_predictions_loss: 0.5886 5/2034 [..............................] - ETA: 16:18 - loss: 150.6760 - logits_profile_predictions_loss: 149.5830 - logcount_predictions_loss: 0.5753 6/2034 [..............................] - ETA: 16:18 - loss: 149.7066 - logits_profile_predictions_loss: 148.6296 - logcount_predictions_loss: 0.5669 7/2034 [..............................] - ETA: 16:17 - loss: 148.6025 - logits_profile_predictions_loss: 147.5456 - logcount_predictions_loss: 0.5563 8/2034 [..............................] - ETA: 16:18 - loss: 147.6558 - logits_profile_predictions_loss: 146.6176 - logcount_predictions_loss: 0.5464 9/2034 [..............................] - ETA: 16:19 - loss: 146.3507 - logits_profile_predictions_loss: 145.3266 - logcount_predictions_loss: 0.5390 10/2034 [..............................] - ETA: 16:18 - loss: 145.4120 - logits_profile_predictions_loss: 144.4036 - logcount_predictions_loss: 0.5307 11/2034 [..............................] - ETA: 16:17 - loss: 144.5857 - logits_profile_predictions_loss: 143.5889 - logcount_predictions_loss: 0.5246 12/2034 [..............................] - ETA: 16:17 - loss: 144.1130 - logits_profile_predictions_loss: 143.1270 - logcount_predictions_loss: 0.5189 13/2034 [..............................] - ETA: 16:16 - loss: 143.6279 - logits_profile_predictions_loss: 142.6518 - logcount_predictions_loss: 0.5138 14/2034 [..............................] - ETA: 16:16 - loss: 143.2543 - logits_profile_predictions_loss: 142.2865 - logcount_predictions_loss: 0.5094 15/2034 [..............................] - ETA: 16:15 - loss: 142.8429 - logits_profile_predictions_loss: 141.8839 - logcount_predictions_loss: 0.5047 16/2034 [..............................] - ETA: 16:15 - loss: 142.3983 - logits_profile_predictions_loss: 141.4480 - logcount_predictions_loss: 0.5002 17/2034 [..............................] - ETA: 16:14 - loss: 142.1551 - logits_profile_predictions_loss: 141.2125 - logcount_predictions_loss: 0.4961 18/2034 [..............................] - ETA: 16:13 - loss: 141.8509 - logits_profile_predictions_loss: 140.9165 - logcount_predictions_loss: 0.4918 19/2034 [..............................] - ETA: 16:13 - loss: 141.4952 - logits_profile_predictions_loss: 140.5688 - logcount_predictions_loss: 0.4876 20/2034 [..............................] - ETA: 16:12 - loss: 141.2212 - logits_profile_predictions_loss: 140.3025 - logcount_predictions_loss: 0.4835 21/2034 [..............................] - ETA: 16:12 - loss: 141.0379 - logits_profile_predictions_loss: 140.1259 - logcount_predictions_loss: 0.4800 22/2034 [..............................] - ETA: 16:11 - loss: 140.9349 - logits_profile_predictions_loss: 140.0292 - logcount_predictions_loss: 0.4767 23/2034 [..............................] - ETA: 16:11 - loss: 140.8390 - logits_profile_predictions_loss: 139.9394 - logcount_predictions_loss: 0.4735 24/2034 [..............................] - ETA: 16:10 - loss: 140.7567 - logits_profile_predictions_loss: 139.8627 - logcount_predictions_loss: 0.4705 25/2034 [..............................] - ETA: 16:10 - loss: 140.7256 - logits_profile_predictions_loss: 139.8371 - logcount_predictions_loss: 0.4676 26/2034 [..............................] - ETA: 16:09 - loss: 140.6786 - logits_profile_predictions_loss: 139.7955 - logcount_predictions_loss: 0.4648 27/2034 [..............................] - ETA: 16:09 - loss: 140.6301 - logits_profile_predictions_loss: 139.7525 - logcount_predictions_loss: 0.4619 28/2034 [..............................] - ETA: 16:08 - loss: 140.5680 - logits_profile_predictions_loss: 139.6959 - logcount_predictions_loss: 0.4590 29/2034 [..............................] - ETA: 16:07 - loss: 140.5021 - logits_profile_predictions_loss: 139.6349 - logcount_predictions_loss: 0.4564 30/2034 [..............................] - ETA: 16:07 - loss: 140.4734 - logits_profile_predictions_loss: 139.6108 - logcount_predictions_loss: 0.4540 31/2034 [..............................] - ETA: 16:06 - loss: 140.4663 - logits_profile_predictions_loss: 139.6084 - logcount_predictions_loss: 0.4515 32/2034 [..............................] - ETA: 16:06 - loss: 140.4478 - logits_profile_predictions_loss: 139.5942 - logcount_predictions_loss: 0.4492 33/2034 [..............................] - ETA: 16:05 - loss: 140.4469 - logits_profile_predictions_loss: 139.5976 - logcount_predictions_loss: 0.4470 34/2034 [..............................] - ETA: 16:05 - loss: 140.4369 - logits_profile_predictions_loss: 139.5916 - logcount_predictions_loss: 0.4449 35/2034 [..............................] - ETA: 16:04 - loss: 140.4239 - logits_profile_predictions_loss: 139.5826 - logcount_predictions_loss: 0.4428 36/2034 [..............................] - ETA: 16:04 - loss: 140.4051 - logits_profile_predictions_loss: 139.5678 - logcount_predictions_loss: 0.4407 37/2034 [..............................] - ETA: 16:03 - loss: 140.3825 - logits_profile_predictions_loss: 139.5488 - logcount_predictions_loss: 0.4388 38/2034 [..............................] - ETA: 16:03 - loss: 140.3544 - logits_profile_predictions_loss: 139.5241 - logcount_predictions_loss: 0.4369 39/2034 [..............................] - ETA: 16:02 - loss: 140.3261 - logits_profile_predictions_loss: 139.4990 - logcount_predictions_loss: 0.4353 40/2034 [..............................] - ETA: 16:02 - loss: 140.2936 - logits_profile_predictions_loss: 139.4694 - logcount_predictions_loss: 0.4338 41/2034 [..............................] - ETA: 16:01 - loss: 140.2824 - logits_profile_predictions_loss: 139.4609 - logcount_predictions_loss: 0.4324 42/2034 [..............................] - ETA: 16:01 - loss: 140.2669 - logits_profile_predictions_loss: 139.4477 - logcount_predictions_loss: 0.4312 43/2034 [..............................] - ETA: 16:00 - loss: 140.2391 - logits_profile_predictions_loss: 139.4220 - logcount_predictions_loss: 0.4300 44/2034 [..............................] - ETA: 16:00 - loss: 140.2128 - logits_profile_predictions_loss: 139.3979 - logcount_predictions_loss: 0.4289 45/2034 [..............................] - ETA: 15:59 - loss: 140.2010 - logits_profile_predictions_loss: 139.3882 - logcount_predictions_loss: 0.4278 46/2034 [..............................] - ETA: 15:59 - loss: 140.1931 - logits_profile_predictions_loss: 139.3823 - logcount_predictions_loss: 0.4267 47/2034 [..............................] - ETA: 15:58 - loss: 140.1941 - logits_profile_predictions_loss: 139.3852 - logcount_predictions_loss: 0.4258 48/2034 [..............................] - ETA: 15:58 - loss: 140.1989 - logits_profile_predictions_loss: 139.3918 - logcount_predictions_loss: 0.4248 49/2034 [..............................] - ETA: 15:57 - loss: 140.2050 - logits_profile_predictions_loss: 139.3997 - logcount_predictions_loss: 0.4238 50/2034 [..............................] - ETA: 15:57 - loss: 140.2160 - logits_profile_predictions_loss: 139.4124 - logcount_predictions_loss: 0.4230 51/2034 [..............................] - ETA: 15:56 - loss: 140.2260 - logits_profile_predictions_loss: 139.4240 - logcount_predictions_loss: 0.4221 52/2034 [..............................] - ETA: 15:56 - loss: 140.2360 - logits_profile_predictions_loss: 139.4353 - logcount_predictions_loss: 0.4214 53/2034 [..............................] - ETA: 15:55 - loss: 140.2430 - logits_profile_predictions_loss: 139.4435 - logcount_predictions_loss: 0.4208 54/2034 [..............................] - ETA: 15:55 - loss: 140.2450 - logits_profile_predictions_loss: 139.4468 - logcount_predictions_loss: 0.4201 55/2034 [..............................] - ETA: 15:54 - loss: 140.2504 - logits_profile_predictions_loss: 139.4534 - logcount_predictions_loss: 0.4194 56/2034 [..............................] - ETA: 15:54 - loss: 140.2531 - logits_profile_predictions_loss: 139.4573 - logcount_predictions_loss: 0.4188 57/2034 [..............................] - ETA: 15:54 - loss: 140.2608 - logits_profile_predictions_loss: 139.4661 - logcount_predictions_loss: 0.4182 58/2034 [..............................] - ETA: 15:53 - loss: 140.2687 - logits_profile_predictions_loss: 139.4751 - logcount_predictions_loss: 0.4177 59/2034 [..............................] - ETA: 15:53 - loss: 140.2794 - logits_profile_predictions_loss: 139.4867 - logcount_predictions_loss: 0.4172 60/2034 [..............................] - ETA: 15:52 - loss: 140.3048 - logits_profile_predictions_loss: 139.5130 - logcount_predictions_loss: 0.4168 61/2034 [..............................] - ETA: 15:52 - loss: 140.3330 - logits_profile_predictions_loss: 139.5419 - logcount_predictions_loss: 0.4164 62/2034 [..............................] - ETA: 15:51 - loss: 140.3652 - logits_profile_predictions_loss: 139.5747 - logcount_predictions_loss: 0.4160 63/2034 [..............................] - ETA: 15:51 - loss: 140.4003 - logits_profile_predictions_loss: 139.6106 - logcount_predictions_loss: 0.4156 64/2034 [..............................] - ETA: 15:50 - loss: 140.4427 - logits_profile_predictions_loss: 139.6537 - logcount_predictions_loss: 0.4153 65/2034 [..............................] - ETA: 15:50 - loss: 140.4872 - logits_profile_predictions_loss: 139.6989 - logcount_predictions_loss: 0.4149 66/2034 [..............................] - ETA: 15:49 - loss: 140.5358 - logits_profile_predictions_loss: 139.7480 - logcount_predictions_loss: 0.4146 67/2034 [..............................] - ETA: 15:49 - loss: 140.5848 - logits_profile_predictions_loss: 139.7975 - logcount_predictions_loss: 0.4144 68/2034 [>.............................] - ETA: 15:48 - loss: 140.6308 - logits_profile_predictions_loss: 139.8439 - logcount_predictions_loss: 0.4142 69/2034 [>.............................] - ETA: 15:48 - loss: 140.6829 - logits_profile_predictions_loss: 139.8964 - logcount_predictions_loss: 0.4139 70/2034 [>.............................] - ETA: 15:47 - loss: 140.7368 - logits_profile_predictions_loss: 139.9507 - logcount_predictions_loss: 0.4137 71/2034 [>.............................] - ETA: 15:47 - loss: 140.7954 - logits_profile_predictions_loss: 140.0098 - logcount_predictions_loss: 0.4135 72/2034 [>.............................] - ETA: 15:46 - loss: 140.8543 - logits_profile_predictions_loss: 140.0691 - logcount_predictions_loss: 0.4133 73/2034 [>.............................] - ETA: 15:46 - loss: 140.9099 - logits_profile_predictions_loss: 140.1250 - logcount_predictions_loss: 0.4131 74/2034 [>.............................] - ETA: 15:45 - loss: 140.9694 - logits_profile_predictions_loss: 140.1848 - logcount_predictions_loss: 0.4129 75/2034 [>.............................] - ETA: 15:44 - loss: 141.0250 - logits_profile_predictions_loss: 140.2408 - logcount_predictions_loss: 0.4127 76/2034 [>.............................] - ETA: 15:44 - loss: 141.0804 - logits_profile_predictions_loss: 140.2965 - logcount_predictions_loss: 0.4126 77/2034 [>.............................] - ETA: 15:43 - loss: 141.1350 - logits_profile_predictions_loss: 140.3515 - logcount_predictions_loss: 0.4124 78/2034 [>.............................] - ETA: 15:43 - loss: 141.1871 - logits_profile_predictions_loss: 140.4040 - logcount_predictions_loss: 0.4122 79/2034 [>.............................] - ETA: 15:42 - loss: 141.2316 - logits_profile_predictions_loss: 140.4488 - logcount_predictions_loss: 0.4120 80/2034 [>.............................] - ETA: 15:42 - loss: 141.2681 - logits_profile_predictions_loss: 140.4857 - logcount_predictions_loss: 0.4118 81/2034 [>.............................] - ETA: 15:41 - loss: 141.3069 - logits_profile_predictions_loss: 140.5249 - logcount_predictions_loss: 0.4116 82/2034 [>.............................] - ETA: 15:41 - loss: 141.3442 - logits_profile_predictions_loss: 140.5625 - logcount_predictions_loss: 0.4115 83/2034 [>.............................] - ETA: 15:40 - loss: 141.3797 - logits_profile_predictions_loss: 140.5982 - logcount_predictions_loss: 0.4113 84/2034 [>.............................] - ETA: 15:40 - loss: 141.4129 - logits_profile_predictions_loss: 140.6317 - logcount_predictions_loss: 0.4112 85/2034 [>.............................] - ETA: 15:39 - loss: 141.4445 - logits_profile_predictions_loss: 140.6636 - logcount_predictions_loss: 0.4110 86/2034 [>.............................] - ETA: 15:39 - loss: 141.4803 - logits_profile_predictions_loss: 140.6997 - logcount_predictions_loss: 0.4108 87/2034 [>.............................] - ETA: 15:38 - loss: 141.5145 - logits_profile_predictions_loss: 140.7343 - logcount_predictions_loss: 0.4106 88/2034 [>.............................] - ETA: 15:38 - loss: 141.5485 - logits_profile_predictions_loss: 140.7686 - logcount_predictions_loss: 0.4104 89/2034 [>.............................] - ETA: 15:37 - loss: 141.5798 - logits_profile_predictions_loss: 140.8003 - logcount_predictions_loss: 0.4103 90/2034 [>.............................] - ETA: 15:37 - loss: 141.6090 - logits_profile_predictions_loss: 140.8298 - logcount_predictions_loss: 0.4101 91/2034 [>.............................] - ETA: 15:36 - loss: 141.6373 - logits_profile_predictions_loss: 140.8584 - logcount_predictions_loss: 0.4099 92/2034 [>.............................] - ETA: 15:36 - loss: 141.6641 - logits_profile_predictions_loss: 140.8856 - logcount_predictions_loss: 0.4097 93/2034 [>.............................] - ETA: 15:35 - loss: 141.6909 - logits_profile_predictions_loss: 140.9127 - logcount_predictions_loss: 0.4096 94/2034 [>.............................] - ETA: 15:35 - loss: 141.7185 - logits_profile_predictions_loss: 140.9406 - logcount_predictions_loss: 0.4094 95/2034 [>.............................] - ETA: 15:34 - loss: 141.7430 - logits_profile_predictions_loss: 140.9655 - logcount_predictions_loss: 0.4092 96/2034 [>.............................] - ETA: 15:34 - loss: 141.7701 - logits_profile_predictions_loss: 140.9930 - logcount_predictions_loss: 0.4090 97/2034 [>.............................] - ETA: 15:33 - loss: 141.7963 - logits_profile_predictions_loss: 141.0196 - logcount_predictions_loss: 0.4088 98/2034 [>.............................] - ETA: 15:33 - loss: 141.8196 - logits_profile_predictions_loss: 141.0431 - logcount_predictions_loss: 0.4086 99/2034 [>.............................] - ETA: 15:32 - loss: 141.8432 - logits_profile_predictions_loss: 141.0671 - logcount_predictions_loss: 0.4085 100/2034 [>.............................] - ETA: 15:32 - loss: 141.8682 - logits_profile_predictions_loss: 141.0924 - logcount_predictions_loss: 0.4083 101/2034 [>.............................] - ETA: 15:31 - loss: 141.8980 - logits_profile_predictions_loss: 141.1226 - logcount_predictions_loss: 0.4081 102/2034 [>.............................] - ETA: 15:31 - loss: 141.9268 - logits_profile_predictions_loss: 141.1516 - logcount_predictions_loss: 0.4080 103/2034 [>.............................] - ETA: 15:30 - loss: 141.9586 - logits_profile_predictions_loss: 141.1837 - logcount_predictions_loss: 0.4078 104/2034 [>.............................] - ETA: 15:30 - loss: 141.9919 - logits_profile_predictions_loss: 141.2173 - logcount_predictions_loss: 0.4077 105/2034 [>.............................] - ETA: 15:29 - loss: 142.0242 - logits_profile_predictions_loss: 141.2499 - logcount_predictions_loss: 0.4075 106/2034 [>.............................] - ETA: 15:29 - loss: 142.0546 - logits_profile_predictions_loss: 141.2806 - logcount_predictions_loss: 0.4074 107/2034 [>.............................] - ETA: 15:28 - loss: 142.0867 - logits_profile_predictions_loss: 141.3130 - logcount_predictions_loss: 0.4072 108/2034 [>.............................] - ETA: 15:28 - loss: 142.1179 - logits_profile_predictions_loss: 141.3445 - logcount_predictions_loss: 0.4071 109/2034 [>.............................] - ETA: 15:27 - loss: 142.1527 - logits_profile_predictions_loss: 141.3795 - logcount_predictions_loss: 0.4069 110/2034 [>.............................] - ETA: 15:27 - loss: 142.1863 - logits_profile_predictions_loss: 141.4134 - logcount_predictions_loss: 0.4068 111/2034 [>.............................] - ETA: 15:26 - loss: 142.2186 - logits_profile_predictions_loss: 141.4460 - logcount_predictions_loss: 0.4066 112/2034 [>.............................] - ETA: 15:26 - loss: 142.2496 - logits_profile_predictions_loss: 141.4773 - logcount_predictions_loss: 0.4065 113/2034 [>.............................] - ETA: 15:26 - loss: 142.2840 - logits_profile_predictions_loss: 141.5119 - logcount_predictions_loss: 0.4063 114/2034 [>.............................] - ETA: 15:25 - loss: 142.3208 - logits_profile_predictions_loss: 141.5490 - logcount_predictions_loss: 0.4062 115/2034 [>.............................] - ETA: 15:25 - loss: 142.3561 - logits_profile_predictions_loss: 141.5845 - logcount_predictions_loss: 0.4061 116/2034 [>.............................] - ETA: 15:24 - loss: 142.3938 - logits_profile_predictions_loss: 141.6225 - logcount_predictions_loss: 0.4059 117/2034 [>.............................] - ETA: 15:24 - loss: 142.4295 - logits_profile_predictions_loss: 141.6584 - logcount_predictions_loss: 0.4058 118/2034 [>.............................] - ETA: 15:23 - loss: 142.4637 - logits_profile_predictions_loss: 141.6929 - logcount_predictions_loss: 0.4057 119/2034 [>.............................] - ETA: 15:23 - loss: 142.4952 - logits_profile_predictions_loss: 141.7246 - logcount_predictions_loss: 0.4055 120/2034 [>.............................] - ETA: 15:22 - loss: 142.5263 - logits_profile_predictions_loss: 141.7560 - logcount_predictions_loss: 0.4054 121/2034 [>.............................] - ETA: 15:22 - loss: 142.5561 - logits_profile_predictions_loss: 141.7860 - logcount_predictions_loss: 0.4053 122/2034 [>.............................] - ETA: 15:21 - loss: 142.5848 - logits_profile_predictions_loss: 141.8149 - logcount_predictions_loss: 0.4052 123/2034 [>.............................] - ETA: 15:21 - loss: 142.6140 - logits_profile_predictions_loss: 141.8443 - logcount_predictions_loss: 0.4050 124/2034 [>.............................] - ETA: 15:20 - loss: 142.6430 - logits_profile_predictions_loss: 141.8736 - logcount_predictions_loss: 0.4049 125/2034 [>.............................] - ETA: 15:20 - loss: 142.6714 - logits_profile_predictions_loss: 141.9023 - logcount_predictions_loss: 0.4048 126/2034 [>.............................] - ETA: 15:19 - loss: 142.7018 - logits_profile_predictions_loss: 141.9328 - logcount_predictions_loss: 0.4047 127/2034 [>.............................] - ETA: 15:19 - loss: 142.7331 - logits_profile_predictions_loss: 141.9643 - logcount_predictions_loss: 0.4046 128/2034 [>.............................] - ETA: 15:18 - loss: 142.7616 - logits_profile_predictions_loss: 141.9931 - logcount_predictions_loss: 0.4045 129/2034 [>.............................] - ETA: 15:18 - loss: 142.7897 - logits_profile_predictions_loss: 142.0213 - logcount_predictions_loss: 0.4044 130/2034 [>.............................] - ETA: 15:17 - loss: 142.8152 - logits_profile_predictions_loss: 142.0471 - logcount_predictions_loss: 0.4043 131/2034 [>.............................] - ETA: 15:17 - loss: 142.8409 - logits_profile_predictions_loss: 142.0729 - logcount_predictions_loss: 0.4042 132/2034 [>.............................] - ETA: 15:16 - loss: 142.8670 - logits_profile_predictions_loss: 142.0992 - logcount_predictions_loss: 0.4041 133/2034 [>.............................] - ETA: 15:16 - loss: 142.8908 - logits_profile_predictions_loss: 142.1232 - logcount_predictions_loss: 0.4040 134/2034 [>.............................] - ETA: 15:16 - loss: 142.9153 - logits_profile_predictions_loss: 142.1478 - logcount_predictions_loss: 0.4039 135/2034 [>.............................] - ETA: 15:15 - loss: 142.9388 - logits_profile_predictions_loss: 142.1715 - logcount_predictions_loss: 0.4038 136/2034 [=>............................] - ETA: 15:15 - loss: 142.9634 - logits_profile_predictions_loss: 142.1963 - logcount_predictions_loss: 0.4037 137/2034 [=>............................] - ETA: 15:14 - loss: 142.9893 - logits_profile_predictions_loss: 142.2224 - logcount_predictions_loss: 0.4036 138/2034 [=>............................] - ETA: 15:14 - loss: 143.0134 - logits_profile_predictions_loss: 142.2466 - logcount_predictions_loss: 0.4035 139/2034 [=>............................] - ETA: 15:13 - loss: 143.0357 - logits_profile_predictions_loss: 142.2690 - logcount_predictions_loss: 0.4035 140/2034 [=>............................] - ETA: 15:13 - loss: 143.0572 - logits_profile_predictions_loss: 142.2906 - logcount_predictions_loss: 0.4034 141/2034 [=>............................] - ETA: 15:12 - loss: 143.0798 - logits_profile_predictions_loss: 142.3134 - logcount_predictions_loss: 0.4034 142/2034 [=>............................] - ETA: 15:12 - loss: 143.1015 - logits_profile_predictions_loss: 142.3351 - logcount_predictions_loss: 0.4033 143/2034 [=>............................] - ETA: 15:11 - loss: 143.1218 - logits_profile_predictions_loss: 142.3554 - logcount_predictions_loss: 0.4033 144/2034 [=>............................] - ETA: 15:11 - loss: 143.1406 - logits_profile_predictions_loss: 142.3743 - logcount_predictions_loss: 0.4033 145/2034 [=>............................] - ETA: 15:10 - loss: 143.1585 - logits_profile_predictions_loss: 142.3924 - logcount_predictions_loss: 0.4032 146/2034 [=>............................] - ETA: 15:10 - loss: 143.1777 - logits_profile_predictions_loss: 142.4115 - logcount_predictions_loss: 0.4032 147/2034 [=>............................] - ETA: 15:09 - loss: 143.1980 - logits_profile_predictions_loss: 142.4319 - logcount_predictions_loss: 0.4032 148/2034 [=>............................] - ETA: 15:09 - loss: 143.2180 - logits_profile_predictions_loss: 142.4520 - logcount_predictions_loss: 0.4031 149/2034 [=>............................] - ETA: 15:08 - loss: 143.2395 - logits_profile_predictions_loss: 142.4736 - logcount_predictions_loss: 0.4031 150/2034 [=>............................] - ETA: 15:08 - loss: 143.2613 - logits_profile_predictions_loss: 142.4955 - logcount_predictions_loss: 0.4031 151/2034 [=>............................] - ETA: 15:07 - loss: 143.2846 - logits_profile_predictions_loss: 142.5188 - logcount_predictions_loss: 0.4030 152/2034 [=>............................] - ETA: 15:07 - loss: 143.3062 - logits_profile_predictions_loss: 142.5404 - logcount_predictions_loss: 0.4030 153/2034 [=>............................] - ETA: 15:06 - loss: 143.3261 - logits_profile_predictions_loss: 142.5604 - logcount_predictions_loss: 0.4030 154/2034 [=>............................] - ETA: 15:06 - loss: 143.3463 - 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logits_profile_predictions_loss: 142.8117 - logcount_predictions_loss: 0.4026 168/2034 [=>............................] - ETA: 14:59 - loss: 143.5918 - logits_profile_predictions_loss: 142.8268 - logcount_predictions_loss: 0.4026 169/2034 [=>............................] - ETA: 14:59 - loss: 143.6076 - logits_profile_predictions_loss: 142.8426 - logcount_predictions_loss: 0.4026 170/2034 [=>............................] - ETA: 14:58 - loss: 143.6225 - logits_profile_predictions_loss: 142.8576 - logcount_predictions_loss: 0.4026 171/2034 [=>............................] - ETA: 14:58 - loss: 143.6381 - logits_profile_predictions_loss: 142.8732 - logcount_predictions_loss: 0.4026 172/2034 [=>............................] - ETA: 14:58 - loss: 143.6525 - logits_profile_predictions_loss: 142.8876 - logcount_predictions_loss: 0.4025 173/2034 [=>............................] - ETA: 14:57 - loss: 143.6670 - logits_profile_predictions_loss: 142.9022 - logcount_predictions_loss: 0.4025 174/2034 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logits_profile_predictions_loss: 142.9999 - logcount_predictions_loss: 0.4024 181/2034 [=>............................] - ETA: 14:53 - loss: 143.7784 - logits_profile_predictions_loss: 143.0138 - logcount_predictions_loss: 0.4024 182/2034 [=>............................] - ETA: 14:53 - loss: 143.7918 - logits_profile_predictions_loss: 143.0273 - logcount_predictions_loss: 0.4023 183/2034 [=>............................] - ETA: 14:53 - loss: 143.8052 - logits_profile_predictions_loss: 143.0408 - logcount_predictions_loss: 0.4023 184/2034 [=>............................] - ETA: 14:52 - loss: 143.8186 - logits_profile_predictions_loss: 143.0542 - logcount_predictions_loss: 0.4023 185/2034 [=>............................] - ETA: 14:52 - loss: 143.8322 - logits_profile_predictions_loss: 143.0678 - logcount_predictions_loss: 0.4023 186/2034 [=>............................] - ETA: 14:51 - loss: 143.8457 - logits_profile_predictions_loss: 143.0813 - logcount_predictions_loss: 0.4023 187/2034 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[==>...........................] - ETA: 14:38 - loss: 144.1249 - logits_profile_predictions_loss: 143.3616 - logcount_predictions_loss: 0.4017 214/2034 [==>...........................] - ETA: 14:37 - loss: 144.1317 - logits_profile_predictions_loss: 143.3685 - logcount_predictions_loss: 0.4017 215/2034 [==>...........................] - ETA: 14:37 - loss: 144.1383 - logits_profile_predictions_loss: 143.3752 - logcount_predictions_loss: 0.4016 216/2034 [==>...........................] - ETA: 14:36 - loss: 144.1446 - logits_profile_predictions_loss: 143.3815 - logcount_predictions_loss: 0.4016 217/2034 [==>...........................] - ETA: 14:36 - loss: 144.1505 - logits_profile_predictions_loss: 143.3875 - logcount_predictions_loss: 0.4016 218/2034 [==>...........................] - ETA: 14:36 - loss: 144.1558 - logits_profile_predictions_loss: 143.3928 - logcount_predictions_loss: 0.4016 219/2034 [==>...........................] - ETA: 14:35 - loss: 144.1610 - 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[==>...........................] - ETA: 14:25 - loss: 144.2608 - logits_profile_predictions_loss: 143.4988 - logcount_predictions_loss: 0.4010 240/2034 [==>...........................] - ETA: 14:25 - loss: 144.2656 - logits_profile_predictions_loss: 143.5037 - logcount_predictions_loss: 0.4010 241/2034 [==>...........................] - ETA: 14:25 - loss: 144.2705 - logits_profile_predictions_loss: 143.5086 - logcount_predictions_loss: 0.4010 242/2034 [==>...........................] - ETA: 14:24 - loss: 144.2750 - logits_profile_predictions_loss: 143.5132 - logcount_predictions_loss: 0.4009 243/2034 [==>...........................] - ETA: 14:24 - loss: 144.2802 - logits_profile_predictions_loss: 143.5184 - logcount_predictions_loss: 0.4009 244/2034 [==>...........................] - ETA: 14:23 - loss: 144.2850 - logits_profile_predictions_loss: 143.5232 - logcount_predictions_loss: 0.4009 245/2034 [==>...........................] - ETA: 14:23 - loss: 144.2899 - 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[==>...........................] - ETA: 14:19 - loss: 144.3217 - logits_profile_predictions_loss: 143.5603 - logcount_predictions_loss: 0.4007 253/2034 [==>...........................] - ETA: 14:19 - loss: 144.3252 - logits_profile_predictions_loss: 143.5639 - logcount_predictions_loss: 0.4007 254/2034 [==>...........................] - ETA: 14:18 - loss: 144.3289 - logits_profile_predictions_loss: 143.5676 - logcount_predictions_loss: 0.4007 255/2034 [==>...........................] - ETA: 14:18 - loss: 144.3329 - logits_profile_predictions_loss: 143.5716 - logcount_predictions_loss: 0.4007 256/2034 [==>...........................] - ETA: 14:17 - loss: 144.3369 - logits_profile_predictions_loss: 143.5757 - logcount_predictions_loss: 0.4006 257/2034 [==>...........................] - ETA: 14:17 - loss: 144.3413 - logits_profile_predictions_loss: 143.5801 - logcount_predictions_loss: 0.4006 258/2034 [==>...........................] - ETA: 14:16 - loss: 144.3456 - 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[==>...........................] - ETA: 14:13 - loss: 144.3814 - logits_profile_predictions_loss: 143.6205 - logcount_predictions_loss: 0.4005 266/2034 [==>...........................] - ETA: 14:12 - loss: 144.3860 - logits_profile_predictions_loss: 143.6251 - logcount_predictions_loss: 0.4005 267/2034 [==>...........................] - ETA: 14:12 - loss: 144.3903 - logits_profile_predictions_loss: 143.6294 - logcount_predictions_loss: 0.4004 268/2034 [==>...........................] - ETA: 14:11 - loss: 144.3949 - logits_profile_predictions_loss: 143.6341 - logcount_predictions_loss: 0.4004 269/2034 [==>...........................] - ETA: 14:11 - loss: 144.3999 - logits_profile_predictions_loss: 143.6391 - logcount_predictions_loss: 0.4004 270/2034 [==>...........................] - ETA: 14:10 - loss: 144.4050 - logits_profile_predictions_loss: 143.6443 - logcount_predictions_loss: 0.4004 271/2034 [==>...........................] - ETA: 14:10 - loss: 144.4103 - 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[===>..........................] - ETA: 14:07 - loss: 144.4485 - logits_profile_predictions_loss: 143.6878 - logcount_predictions_loss: 0.4003 279/2034 [===>..........................] - ETA: 14:06 - loss: 144.4540 - logits_profile_predictions_loss: 143.6934 - logcount_predictions_loss: 0.4003 280/2034 [===>..........................] - ETA: 14:06 - loss: 144.4595 - logits_profile_predictions_loss: 143.6989 - logcount_predictions_loss: 0.4003 281/2034 [===>..........................] - ETA: 14:05 - loss: 144.4654 - logits_profile_predictions_loss: 143.7048 - logcount_predictions_loss: 0.4003 282/2034 [===>..........................] - ETA: 14:05 - loss: 144.4712 - logits_profile_predictions_loss: 143.7106 - logcount_predictions_loss: 0.4003 283/2034 [===>..........................] - ETA: 14:04 - loss: 144.4768 - logits_profile_predictions_loss: 143.7162 - logcount_predictions_loss: 0.4003 284/2034 [===>..........................] - ETA: 14:04 - loss: 144.4823 - logits_profile_predictions_loss: 143.7218 - logcount_predictions_loss: 0.4003 285/2034 [===>..........................] - ETA: 14:03 - loss: 144.4876 - logits_profile_predictions_loss: 143.7271 - logcount_predictions_loss: 0.4003 286/2034 [===>..........................] - ETA: 14:03 - loss: 144.4930 - logits_profile_predictions_loss: 143.7325 - logcount_predictions_loss: 0.4002 287/2034 [===>..........................] - ETA: 14:02 - loss: 144.4988 - logits_profile_predictions_loss: 143.7383 - logcount_predictions_loss: 0.4002 288/2034 [===>..........................] - ETA: 14:02 - loss: 144.5047 - logits_profile_predictions_loss: 143.7443 - logcount_predictions_loss: 0.4002 289/2034 [===>..........................] - ETA: 14:01 - loss: 144.5107 - logits_profile_predictions_loss: 143.7503 - logcount_predictions_loss: 0.4002 290/2034 [===>..........................] - ETA: 14:01 - loss: 144.5165 - logits_profile_predictions_loss: 143.7561 - logcount_predictions_loss: 0.4002 291/2034 [===>..........................] - ETA: 14:00 - loss: 144.5227 - logits_profile_predictions_loss: 143.7624 - logcount_predictions_loss: 0.4002 292/2034 [===>..........................] - ETA: 14:00 - loss: 144.5287 - logits_profile_predictions_loss: 143.7684 - logcount_predictions_loss: 0.4002 293/2034 [===>..........................] - ETA: 13:59 - loss: 144.5345 - logits_profile_predictions_loss: 143.7742 - logcount_predictions_loss: 0.4001 294/2034 [===>..........................] - ETA: 13:59 - loss: 144.5405 - logits_profile_predictions_loss: 143.7802 - logcount_predictions_loss: 0.4001 295/2034 [===>..........................] - ETA: 13:58 - loss: 144.5463 - logits_profile_predictions_loss: 143.7861 - logcount_predictions_loss: 0.4001 296/2034 [===>..........................] - ETA: 13:58 - loss: 144.5523 - logits_profile_predictions_loss: 143.7922 - logcount_predictions_loss: 0.4001 297/2034 [===>..........................] - ETA: 13:58 - loss: 144.5583 - logits_profile_predictions_loss: 143.7982 - logcount_predictions_loss: 0.4001 298/2034 [===>..........................] - ETA: 13:57 - loss: 144.5644 - logits_profile_predictions_loss: 143.8043 - logcount_predictions_loss: 0.4000 299/2034 [===>..........................] - ETA: 13:57 - loss: 144.5702 - logits_profile_predictions_loss: 143.8101 - logcount_predictions_loss: 0.4000 300/2034 [===>..........................] - ETA: 13:56 - loss: 144.5760 - logits_profile_predictions_loss: 143.8159 - logcount_predictions_loss: 0.4000 301/2034 [===>..........................] - ETA: 13:56 - loss: 144.5821 - logits_profile_predictions_loss: 143.8221 - logcount_predictions_loss: 0.4000 302/2034 [===>..........................] - ETA: 13:55 - loss: 144.5880 - logits_profile_predictions_loss: 143.8280 - logcount_predictions_loss: 0.4000 303/2034 [===>..........................] - ETA: 13:55 - loss: 144.5935 - logits_profile_predictions_loss: 143.8335 - logcount_predictions_loss: 0.4000 304/2034 [===>..........................] - ETA: 13:54 - loss: 144.5987 - logits_profile_predictions_loss: 143.8388 - logcount_predictions_loss: 0.4000 305/2034 [===>..........................] - ETA: 13:54 - loss: 144.6036 - logits_profile_predictions_loss: 143.8437 - logcount_predictions_loss: 0.3999 306/2034 [===>..........................] - ETA: 13:53 - loss: 144.6085 - logits_profile_predictions_loss: 143.8486 - logcount_predictions_loss: 0.3999 307/2034 [===>..........................] - ETA: 13:53 - loss: 144.6135 - logits_profile_predictions_loss: 143.8536 - logcount_predictions_loss: 0.3999 308/2034 [===>..........................] - ETA: 13:52 - loss: 144.6183 - logits_profile_predictions_loss: 143.8584 - logcount_predictions_loss: 0.3999 309/2034 [===>..........................] - ETA: 13:52 - loss: 144.6232 - logits_profile_predictions_loss: 143.8633 - logcount_predictions_loss: 0.3999 310/2034 [===>..........................] - ETA: 13:51 - loss: 144.6279 - logits_profile_predictions_loss: 143.8681 - logcount_predictions_loss: 0.3999 311/2034 [===>..........................] - ETA: 13:51 - loss: 144.6326 - logits_profile_predictions_loss: 143.8729 - logcount_predictions_loss: 0.3999 312/2034 [===>..........................] - ETA: 13:50 - loss: 144.6373 - logits_profile_predictions_loss: 143.8776 - logcount_predictions_loss: 0.3999 313/2034 [===>..........................] - ETA: 13:50 - loss: 144.6419 - logits_profile_predictions_loss: 143.8822 - logcount_predictions_loss: 0.3998 314/2034 [===>..........................] - ETA: 13:49 - loss: 144.6463 - logits_profile_predictions_loss: 143.8866 - logcount_predictions_loss: 0.3998 315/2034 [===>..........................] - ETA: 13:49 - loss: 144.6507 - logits_profile_predictions_loss: 143.8911 - logcount_predictions_loss: 0.3998 316/2034 [===>..........................] - ETA: 13:48 - loss: 144.6556 - logits_profile_predictions_loss: 143.8960 - logcount_predictions_loss: 0.3998 317/2034 [===>..........................] - ETA: 13:48 - loss: 144.6605 - logits_profile_predictions_loss: 143.9009 - logcount_predictions_loss: 0.3998 318/2034 [===>..........................] - ETA: 13:47 - loss: 144.6653 - logits_profile_predictions_loss: 143.9057 - logcount_predictions_loss: 0.3998 319/2034 [===>..........................] - ETA: 13:47 - loss: 144.6703 - logits_profile_predictions_loss: 143.9107 - logcount_predictions_loss: 0.3998 320/2034 [===>..........................] - ETA: 13:46 - loss: 144.6750 - logits_profile_predictions_loss: 143.9154 - logcount_predictions_loss: 0.3997 321/2034 [===>..........................] - ETA: 13:46 - loss: 144.6798 - logits_profile_predictions_loss: 143.9203 - logcount_predictions_loss: 0.3997 322/2034 [===>..........................] - ETA: 13:45 - loss: 144.6847 - logits_profile_predictions_loss: 143.9253 - logcount_predictions_loss: 0.3997 323/2034 [===>..........................] - ETA: 13:45 - loss: 144.6895 - logits_profile_predictions_loss: 143.9301 - logcount_predictions_loss: 0.3997 324/2034 [===>..........................] - ETA: 13:44 - loss: 144.6943 - logits_profile_predictions_loss: 143.9349 - logcount_predictions_loss: 0.3997 325/2034 [===>..........................] - ETA: 13:44 - loss: 144.6988 - logits_profile_predictions_loss: 143.9394 - logcount_predictions_loss: 0.3997 326/2034 [===>..........................] - ETA: 13:44 - loss: 144.7033 - logits_profile_predictions_loss: 143.9440 - logcount_predictions_loss: 0.3997 327/2034 [===>..........................] - ETA: 13:43 - loss: 144.7078 - logits_profile_predictions_loss: 143.9485 - logcount_predictions_loss: 0.3996 328/2034 [===>..........................] - ETA: 13:43 - loss: 144.7122 - logits_profile_predictions_loss: 143.9529 - logcount_predictions_loss: 0.3996 329/2034 [===>..........................] - ETA: 13:42 - loss: 144.7167 - logits_profile_predictions_loss: 143.9574 - logcount_predictions_loss: 0.3996 330/2034 [===>..........................] - ETA: 13:42 - loss: 144.7215 - logits_profile_predictions_loss: 143.9623 - logcount_predictions_loss: 0.3996 331/2034 [===>..........................] - ETA: 13:41 - loss: 144.7265 - logits_profile_predictions_loss: 143.9673 - logcount_predictions_loss: 0.3996 332/2034 [===>..........................] - ETA: 13:41 - loss: 144.7316 - logits_profile_predictions_loss: 143.9724 - logcount_predictions_loss: 0.3996 333/2034 [===>..........................] - ETA: 13:40 - loss: 144.7370 - logits_profile_predictions_loss: 143.9778 - logcount_predictions_loss: 0.3996 334/2034 [===>..........................] - ETA: 13:40 - loss: 144.7424 - logits_profile_predictions_loss: 143.9832 - logcount_predictions_loss: 0.3996 335/2034 [===>..........................] - ETA: 13:39 - loss: 144.7476 - logits_profile_predictions_loss: 143.9885 - logcount_predictions_loss: 0.3996 336/2034 [===>..........................] - ETA: 13:39 - loss: 144.7529 - logits_profile_predictions_loss: 143.9938 - logcount_predictions_loss: 0.3995 337/2034 [===>..........................] - ETA: 13:38 - loss: 144.7582 - logits_profile_predictions_loss: 143.9991 - logcount_predictions_loss: 0.3995 338/2034 [===>..........................] - ETA: 13:38 - loss: 144.7634 - logits_profile_predictions_loss: 144.0043 - logcount_predictions_loss: 0.3995 339/2034 [====>.........................] - ETA: 13:37 - loss: 144.7686 - logits_profile_predictions_loss: 144.0096 - logcount_predictions_loss: 0.3995 340/2034 [====>.........................] - ETA: 13:37 - loss: 144.7738 - logits_profile_predictions_loss: 144.0147 - logcount_predictions_loss: 0.3995 341/2034 [====>.........................] - ETA: 13:36 - loss: 144.7789 - logits_profile_predictions_loss: 144.0198 - logcount_predictions_loss: 0.3995 342/2034 [====>.........................] - ETA: 13:36 - loss: 144.7838 - logits_profile_predictions_loss: 144.0248 - logcount_predictions_loss: 0.3995 343/2034 [====>.........................] - ETA: 13:35 - loss: 144.7886 - logits_profile_predictions_loss: 144.0297 - logcount_predictions_loss: 0.3995 344/2034 [====>.........................] - ETA: 13:35 - loss: 144.7936 - logits_profile_predictions_loss: 144.0346 - logcount_predictions_loss: 0.3994 345/2034 [====>.........................] - ETA: 13:34 - loss: 144.7985 - logits_profile_predictions_loss: 144.0395 - logcount_predictions_loss: 0.3994 346/2034 [====>.........................] - ETA: 13:34 - loss: 144.8036 - logits_profile_predictions_loss: 144.0447 - logcount_predictions_loss: 0.3994 347/2034 [====>.........................] - ETA: 13:33 - loss: 144.8087 - logits_profile_predictions_loss: 144.0499 - logcount_predictions_loss: 0.3994 348/2034 [====>.........................] - ETA: 13:33 - loss: 144.8137 - logits_profile_predictions_loss: 144.0548 - logcount_predictions_loss: 0.3994 349/2034 [====>.........................] - ETA: 13:32 - loss: 144.8187 - logits_profile_predictions_loss: 144.0599 - logcount_predictions_loss: 0.3994 350/2034 [====>.........................] - ETA: 13:32 - loss: 144.8235 - logits_profile_predictions_loss: 144.0647 - logcount_predictions_loss: 0.3994 351/2034 [====>.........................] - ETA: 13:31 - loss: 144.8282 - logits_profile_predictions_loss: 144.0695 - logcount_predictions_loss: 0.3994 352/2034 [====>.........................] - ETA: 13:31 - loss: 144.8331 - logits_profile_predictions_loss: 144.0744 - logcount_predictions_loss: 0.3993 353/2034 [====>.........................] - ETA: 13:30 - loss: 144.8379 - logits_profile_predictions_loss: 144.0791 - logcount_predictions_loss: 0.3993 354/2034 [====>.........................] - ETA: 13:30 - loss: 144.8424 - logits_profile_predictions_loss: 144.0837 - logcount_predictions_loss: 0.3993 355/2034 [====>.........................] - ETA: 13:29 - loss: 144.8471 - logits_profile_predictions_loss: 144.0884 - logcount_predictions_loss: 0.3993 356/2034 [====>.........................] - ETA: 13:29 - loss: 144.8516 - logits_profile_predictions_loss: 144.0930 - logcount_predictions_loss: 0.3993 357/2034 [====>.........................] - ETA: 13:29 - loss: 144.8561 - logits_profile_predictions_loss: 144.0975 - logcount_predictions_loss: 0.3993 358/2034 [====>.........................] - ETA: 13:28 - loss: 144.8604 - logits_profile_predictions_loss: 144.1018 - logcount_predictions_loss: 0.3993 359/2034 [====>.........................] - ETA: 13:28 - loss: 144.8644 - logits_profile_predictions_loss: 144.1059 - logcount_predictions_loss: 0.3992 360/2034 [====>.........................] - ETA: 13:27 - loss: 144.8685 - logits_profile_predictions_loss: 144.1099 - logcount_predictions_loss: 0.3992 361/2034 [====>.........................] - ETA: 13:27 - loss: 144.8724 - logits_profile_predictions_loss: 144.1139 - logcount_predictions_loss: 0.3992 362/2034 [====>.........................] - ETA: 13:26 - loss: 144.8762 - logits_profile_predictions_loss: 144.1177 - logcount_predictions_loss: 0.3992 363/2034 [====>.........................] - ETA: 13:26 - loss: 144.8800 - logits_profile_predictions_loss: 144.1215 - logcount_predictions_loss: 0.3992 364/2034 [====>.........................] - ETA: 13:25 - loss: 144.8839 - logits_profile_predictions_loss: 144.1254 - logcount_predictions_loss: 0.3992 365/2034 [====>.........................] - ETA: 13:25 - loss: 144.8878 - logits_profile_predictions_loss: 144.1293 - logcount_predictions_loss: 0.3992 366/2034 [====>.........................] - ETA: 13:24 - loss: 144.8916 - logits_profile_predictions_loss: 144.1331 - logcount_predictions_loss: 0.3992 367/2034 [====>.........................] - ETA: 13:24 - loss: 144.8952 - logits_profile_predictions_loss: 144.1367 - logcount_predictions_loss: 0.3992 368/2034 [====>.........................] - ETA: 13:23 - loss: 144.8988 - logits_profile_predictions_loss: 144.1404 - logcount_predictions_loss: 0.3991 369/2034 [====>.........................] - ETA: 13:23 - loss: 144.9026 - logits_profile_predictions_loss: 144.1442 - logcount_predictions_loss: 0.3991 370/2034 [====>.........................] - ETA: 13:22 - loss: 144.9066 - logits_profile_predictions_loss: 144.1482 - logcount_predictions_loss: 0.3991 371/2034 [====>.........................] - ETA: 13:22 - loss: 144.9106 - logits_profile_predictions_loss: 144.1523 - logcount_predictions_loss: 0.3991 372/2034 [====>.........................] - ETA: 13:21 - loss: 144.9145 - logits_profile_predictions_loss: 144.1562 - logcount_predictions_loss: 0.3991 373/2034 [====>.........................] - ETA: 13:21 - loss: 144.9182 - logits_profile_predictions_loss: 144.1599 - logcount_predictions_loss: 0.3991 374/2034 [====>.........................] - ETA: 13:20 - loss: 144.9218 - logits_profile_predictions_loss: 144.1636 - logcount_predictions_loss: 0.3991 375/2034 [====>.........................] - ETA: 13:20 - loss: 144.9255 - logits_profile_predictions_loss: 144.1673 - logcount_predictions_loss: 0.3991 376/2034 [====>.........................] - ETA: 13:19 - loss: 144.9292 - logits_profile_predictions_loss: 144.1710 - logcount_predictions_loss: 0.3991 377/2034 [====>.........................] - ETA: 13:19 - loss: 144.9327 - logits_profile_predictions_loss: 144.1745 - logcount_predictions_loss: 0.3990 378/2034 [====>.........................] - ETA: 13:18 - loss: 144.9360 - logits_profile_predictions_loss: 144.1778 - logcount_predictions_loss: 0.3990 379/2034 [====>.........................] - ETA: 13:18 - loss: 144.9392 - logits_profile_predictions_loss: 144.1810 - logcount_predictions_loss: 0.3990 380/2034 [====>.........................] - ETA: 13:18 - loss: 144.9424 - logits_profile_predictions_loss: 144.1843 - logcount_predictions_loss: 0.3990 381/2034 [====>.........................] - ETA: 13:17 - loss: 144.9454 - logits_profile_predictions_loss: 144.1873 - logcount_predictions_loss: 0.3990 382/2034 [====>.........................] - ETA: 13:17 - loss: 144.9482 - logits_profile_predictions_loss: 144.1902 - logcount_predictions_loss: 0.3990 383/2034 [====>.........................] - ETA: 13:16 - loss: 144.9511 - logits_profile_predictions_loss: 144.1931 - logcount_predictions_loss: 0.3990 384/2034 [====>.........................] - ETA: 13:16 - loss: 144.9539 - logits_profile_predictions_loss: 144.1959 - logcount_predictions_loss: 0.3989 385/2034 [====>.........................] - ETA: 13:15 - loss: 144.9564 - logits_profile_predictions_loss: 144.1984 - logcount_predictions_loss: 0.3989 386/2034 [====>.........................] - ETA: 13:15 - loss: 144.9589 - logits_profile_predictions_loss: 144.2010 - logcount_predictions_loss: 0.3989 387/2034 [====>.........................] - ETA: 13:14 - loss: 144.9616 - logits_profile_predictions_loss: 144.2037 - logcount_predictions_loss: 0.3989 388/2034 [====>.........................] - ETA: 13:14 - loss: 144.9642 - logits_profile_predictions_loss: 144.2063 - logcount_predictions_loss: 0.3989 389/2034 [====>.........................] - ETA: 13:13 - loss: 144.9666 - logits_profile_predictions_loss: 144.2088 - logcount_predictions_loss: 0.3989 390/2034 [====>.........................] - ETA: 13:13 - loss: 144.9690 - logits_profile_predictions_loss: 144.2112 - logcount_predictions_loss: 0.3989 391/2034 [====>.........................] - ETA: 13:12 - loss: 144.9714 - logits_profile_predictions_loss: 144.2136 - logcount_predictions_loss: 0.3989 392/2034 [====>.........................] - ETA: 13:12 - loss: 144.9741 - logits_profile_predictions_loss: 144.2163 - logcount_predictions_loss: 0.3988 393/2034 [====>.........................] - ETA: 13:11 - loss: 144.9768 - logits_profile_predictions_loss: 144.2191 - logcount_predictions_loss: 0.3988 394/2034 [====>.........................] - ETA: 13:11 - loss: 144.9794 - logits_profile_predictions_loss: 144.2217 - logcount_predictions_loss: 0.3988 395/2034 [====>.........................] - ETA: 13:10 - loss: 144.9819 - logits_profile_predictions_loss: 144.2241 - logcount_predictions_loss: 0.3988 396/2034 [====>.........................] - ETA: 13:10 - loss: 144.9841 - logits_profile_predictions_loss: 144.2264 - logcount_predictions_loss: 0.3988 397/2034 [====>.........................] - ETA: 13:09 - loss: 144.9865 - logits_profile_predictions_loss: 144.2288 - logcount_predictions_loss: 0.3988 398/2034 [====>.........................] - ETA: 13:09 - loss: 144.9888 - logits_profile_predictions_loss: 144.2312 - logcount_predictions_loss: 0.3988 399/2034 [====>.........................] - ETA: 13:08 - loss: 144.9911 - logits_profile_predictions_loss: 144.2335 - logcount_predictions_loss: 0.3988 400/2034 [====>.........................] - ETA: 13:08 - loss: 144.9933 - logits_profile_predictions_loss: 144.2357 - logcount_predictions_loss: 0.3987 401/2034 [====>.........................] - ETA: 13:07 - loss: 144.9957 - logits_profile_predictions_loss: 144.2381 - logcount_predictions_loss: 0.3987 402/2034 [====>.........................] - ETA: 13:07 - loss: 144.9982 - logits_profile_predictions_loss: 144.2406 - logcount_predictions_loss: 0.3987 403/2034 [====>.........................] - ETA: 13:06 - loss: 145.0008 - logits_profile_predictions_loss: 144.2432 - logcount_predictions_loss: 0.3987 404/2034 [====>.........................] - ETA: 13:06 - loss: 145.0034 - logits_profile_predictions_loss: 144.2459 - logcount_predictions_loss: 0.3987 405/2034 [====>.........................] - ETA: 13:05 - loss: 145.0061 - logits_profile_predictions_loss: 144.2486 - logcount_predictions_loss: 0.3987 406/2034 [====>.........................] - ETA: 13:05 - loss: 145.0091 - logits_profile_predictions_loss: 144.2516 - logcount_predictions_loss: 0.3987 407/2034 [=====>........................] - ETA: 13:04 - loss: 145.0120 - logits_profile_predictions_loss: 144.2545 - logcount_predictions_loss: 0.3987 408/2034 [=====>........................] - ETA: 13:04 - loss: 145.0147 - logits_profile_predictions_loss: 144.2573 - logcount_predictions_loss: 0.3986 409/2034 [=====>........................] - ETA: 13:03 - loss: 145.0174 - logits_profile_predictions_loss: 144.2600 - logcount_predictions_loss: 0.3986 410/2034 [=====>........................] - ETA: 13:03 - loss: 145.0200 - logits_profile_predictions_loss: 144.2626 - logcount_predictions_loss: 0.3986 411/2034 [=====>........................] - ETA: 13:02 - loss: 145.0226 - logits_profile_predictions_loss: 144.2652 - logcount_predictions_loss: 0.3986 412/2034 [=====>........................] - ETA: 13:02 - loss: 145.0251 - logits_profile_predictions_loss: 144.2677 - logcount_predictions_loss: 0.3986 413/2034 [=====>........................] - ETA: 13:01 - loss: 145.0276 - logits_profile_predictions_loss: 144.2703 - logcount_predictions_loss: 0.3986 414/2034 [=====>........................] - ETA: 13:01 - loss: 145.0299 - logits_profile_predictions_loss: 144.2726 - logcount_predictions_loss: 0.3986 415/2034 [=====>........................] - ETA: 13:01 - loss: 145.0322 - logits_profile_predictions_loss: 144.2749 - logcount_predictions_loss: 0.3986 416/2034 [=====>........................] - ETA: 13:00 - loss: 145.0344 - logits_profile_predictions_loss: 144.2771 - logcount_predictions_loss: 0.3986 417/2034 [=====>........................] - ETA: 13:00 - loss: 145.0366 - logits_profile_predictions_loss: 144.2794 - logcount_predictions_loss: 0.3986 418/2034 [=====>........................] - ETA: 12:59 - loss: 145.0388 - logits_profile_predictions_loss: 144.2816 - logcount_predictions_loss: 0.3985 419/2034 [=====>........................] - ETA: 12:59 - loss: 145.0408 - logits_profile_predictions_loss: 144.2836 - logcount_predictions_loss: 0.3985 420/2034 [=====>........................] - ETA: 12:58 - loss: 145.0427 - logits_profile_predictions_loss: 144.2855 - logcount_predictions_loss: 0.3985 421/2034 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logits_profile_predictions_loss: 144.2999 - logcount_predictions_loss: 0.3985 428/2034 [=====>........................] - ETA: 12:54 - loss: 145.0591 - logits_profile_predictions_loss: 144.3020 - logcount_predictions_loss: 0.3985 429/2034 [=====>........................] - ETA: 12:54 - loss: 145.0611 - logits_profile_predictions_loss: 144.3041 - logcount_predictions_loss: 0.3984 430/2034 [=====>........................] - ETA: 12:53 - loss: 145.0632 - logits_profile_predictions_loss: 144.3062 - logcount_predictions_loss: 0.3984 431/2034 [=====>........................] - ETA: 12:53 - loss: 145.0656 - logits_profile_predictions_loss: 144.3085 - logcount_predictions_loss: 0.3984 432/2034 [=====>........................] - ETA: 12:52 - loss: 145.0677 - logits_profile_predictions_loss: 144.3107 - logcount_predictions_loss: 0.3984 433/2034 [=====>........................] - ETA: 12:52 - loss: 145.0698 - logits_profile_predictions_loss: 144.3128 - logcount_predictions_loss: 0.3984 434/2034 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[============================>.] - ETA: 31s - loss: 145.9930 - logits_profile_predictions_loss: 145.2409 - logcount_predictions_loss: 0.3959 1969/2034 [============================>.] - ETA: 31s - loss: 145.9931 - logits_profile_predictions_loss: 145.2410 - logcount_predictions_loss: 0.3959 1970/2034 [============================>.] - ETA: 30s - loss: 145.9931 - logits_profile_predictions_loss: 145.2410 - logcount_predictions_loss: 0.3959 1971/2034 [============================>.] - ETA: 30s - loss: 145.9932 - logits_profile_predictions_loss: 145.2411 - logcount_predictions_loss: 0.3959 1972/2034 [============================>.] - ETA: 29s - loss: 145.9932 - logits_profile_predictions_loss: 145.2411 - logcount_predictions_loss: 0.3959 1973/2034 [============================>.] - ETA: 29s - loss: 145.9933 - logits_profile_predictions_loss: 145.2412 - logcount_predictions_loss: 0.3959 1974/2034 [============================>.] - ETA: 28s - loss: 145.9933 - 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[============================>.] - ETA: 25s - loss: 145.9936 - logits_profile_predictions_loss: 145.2415 - logcount_predictions_loss: 0.3959 1982/2034 [============================>.] - ETA: 25s - loss: 145.9937 - logits_profile_predictions_loss: 145.2416 - logcount_predictions_loss: 0.3959 1983/2034 [============================>.] - ETA: 24s - loss: 145.9938 - logits_profile_predictions_loss: 145.2417 - logcount_predictions_loss: 0.3959 1984/2034 [============================>.] - ETA: 24s - loss: 145.9938 - logits_profile_predictions_loss: 145.2417 - logcount_predictions_loss: 0.3959 1985/2034 [============================>.] - ETA: 23s - loss: 145.9939 - logits_profile_predictions_loss: 145.2418 - logcount_predictions_loss: 0.3959 1986/2034 [============================>.] - ETA: 23s - loss: 145.9939 - logits_profile_predictions_loss: 145.2418 - logcount_predictions_loss: 0.3959 1987/2034 [============================>.] - ETA: 22s - loss: 145.9940 - logits_profile_predictions_loss: 145.2419 - logcount_predictions_loss: 0.3959 1988/2034 [============================>.] - ETA: 22s - loss: 145.9940 - logits_profile_predictions_loss: 145.2419 - logcount_predictions_loss: 0.3959 1989/2034 [============================>.] - ETA: 21s - loss: 145.9941 - logits_profile_predictions_loss: 145.2420 - logcount_predictions_loss: 0.3959 1990/2034 [============================>.] - ETA: 21s - loss: 145.9941 - logits_profile_predictions_loss: 145.2421 - logcount_predictions_loss: 0.3959 1991/2034 [============================>.] - ETA: 20s - loss: 145.9942 - logits_profile_predictions_loss: 145.2421 - logcount_predictions_loss: 0.3959 1992/2034 [============================>.] - ETA: 20s - loss: 145.9942 - logits_profile_predictions_loss: 145.2422 - logcount_predictions_loss: 0.3959 1993/2034 [============================>.] - ETA: 19s - loss: 145.9943 - logits_profile_predictions_loss: 145.2422 - logcount_predictions_loss: 0.3959 1994/2034 [============================>.] - ETA: 19s - loss: 145.9943 - logits_profile_predictions_loss: 145.2422 - logcount_predictions_loss: 0.3959 1995/2034 [============================>.] - ETA: 18s - loss: 145.9944 - logits_profile_predictions_loss: 145.2423 - logcount_predictions_loss: 0.3959 1996/2034 [============================>.] - ETA: 18s - loss: 145.9944 - logits_profile_predictions_loss: 145.2423 - logcount_predictions_loss: 0.3959 1997/2034 [============================>.] - ETA: 17s - loss: 145.9944 - logits_profile_predictions_loss: 145.2423 - logcount_predictions_loss: 0.3959 1998/2034 [============================>.] - ETA: 17s - loss: 145.9944 - logits_profile_predictions_loss: 145.2424 - logcount_predictions_loss: 0.3959 1999/2034 [============================>.] - ETA: 16s - loss: 145.9945 - logits_profile_predictions_loss: 145.2424 - logcount_predictions_loss: 0.3959 2000/2034 [============================>.] - ETA: 16s - loss: 145.9945 - 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[============================>.] - ETA: 13s - loss: 145.9947 - logits_profile_predictions_loss: 145.2426 - logcount_predictions_loss: 0.3959 2008/2034 [============================>.] - ETA: 12s - loss: 145.9947 - logits_profile_predictions_loss: 145.2426 - logcount_predictions_loss: 0.3959 2009/2034 [============================>.] - ETA: 12s - loss: 145.9947 - logits_profile_predictions_loss: 145.2426 - logcount_predictions_loss: 0.3959 2010/2034 [============================>.] - ETA: 11s - loss: 145.9948 - logits_profile_predictions_loss: 145.2427 - logcount_predictions_loss: 0.3959 2011/2034 [============================>.] - ETA: 11s - loss: 145.9948 - logits_profile_predictions_loss: 145.2427 - logcount_predictions_loss: 0.3959 2012/2034 [============================>.] - ETA: 10s - loss: 145.9948 - logits_profile_predictions_loss: 145.2427 - logcount_predictions_loss: 0.3959 2013/2034 [============================>.] - ETA: 10s - loss: 145.9948 - logits_profile_predictions_loss: 145.2427 - logcount_predictions_loss: 0.3959 2014/2034 [============================>.] - ETA: 9s - loss: 145.9948 - logits_profile_predictions_loss: 145.2427 - logcount_predictions_loss: 0.3959  2015/2034 [============================>.] - ETA: 9s - loss: 145.9948 - logits_profile_predictions_loss: 145.2427 - logcount_predictions_loss: 0.3959 2016/2034 [============================>.] - ETA: 8s - loss: 145.9948 - logits_profile_predictions_loss: 145.2428 - logcount_predictions_loss: 0.3959 2017/2034 [============================>.] - ETA: 8s - loss: 145.9949 - logits_profile_predictions_loss: 145.2428 - logcount_predictions_loss: 0.3959 2018/2034 [============================>.] - ETA: 7s - loss: 145.9949 - logits_profile_predictions_loss: 145.2428 - logcount_predictions_loss: 0.3959 2019/2034 [============================>.] - ETA: 7s - loss: 145.9949 - logits_profile_predictions_loss: 145.2428 - logcount_predictions_loss: 0.3959 2020/2034 [============================>.] - ETA: 6s - loss: 145.9949 - logits_profile_predictions_loss: 145.2428 - logcount_predictions_loss: 0.3959 2021/2034 [============================>.] - ETA: 6s - loss: 145.9949 - logits_profile_predictions_loss: 145.2429 - logcount_predictions_loss: 0.3959 2022/2034 [============================>.] - ETA: 5s - loss: 145.9950 - logits_profile_predictions_loss: 145.2429 - logcount_predictions_loss: 0.3959 2023/2034 [============================>.] - ETA: 5s - loss: 145.9950 - logits_profile_predictions_loss: 145.2429 - logcount_predictions_loss: 0.3959 2024/2034 [============================>.] - ETA: 4s - loss: 145.9950 - logits_profile_predictions_loss: 145.2429 - logcount_predictions_loss: 0.3959 2025/2034 [============================>.] - ETA: 4s - loss: 145.9950 - logits_profile_predictions_loss: 145.2430 - logcount_predictions_loss: 0.3959 2026/2034 [============================>.] - ETA: 3s - loss: 145.9951 - logits_profile_predictions_loss: 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loss: 145.9953 - logits_profile_predictions_loss: 145.2432 - logcount_predictions_loss: 0.3959 2034/2034 [==============================] - ETA: 0s - loss: 145.9953 - logits_profile_predictions_loss: 145.2432 - logcount_predictions_loss: 0.3959 2034/2034 [==============================] - 1018s 501ms/step - loss: 145.9954 - logits_profile_predictions_loss: 145.2433 - logcount_predictions_loss: 0.3959 - val_loss: 146.1695 - val_logits_profile_predictions_loss: 145.4904 - val_logcount_predictions_loss: 0.3574 + +Epoch 00008: val_loss did not improve from 146.04045 +Epoch 9/50 + 1/2034 [..............................] - ETA: 17:19 - loss: 161.2761 - logits_profile_predictions_loss: 160.3397 - logcount_predictions_loss: 0.4929 2/2034 [..............................] - ETA: 16:19 - loss: 160.4594 - logits_profile_predictions_loss: 159.5487 - logcount_predictions_loss: 0.4793 3/2034 [..............................] - ETA: 16:19 - loss: 160.6767 - logits_profile_predictions_loss: 159.7861 - logcount_predictions_loss: 0.4687 4/2034 [..............................] - ETA: 16:18 - loss: 158.8941 - logits_profile_predictions_loss: 158.0126 - logcount_predictions_loss: 0.4639 5/2034 [..............................] - ETA: 16:18 - loss: 157.7060 - logits_profile_predictions_loss: 156.8355 - logcount_predictions_loss: 0.4581 6/2034 [..............................] - ETA: 16:18 - loss: 156.9067 - logits_profile_predictions_loss: 156.0326 - logcount_predictions_loss: 0.4600 7/2034 [..............................] - ETA: 16:17 - loss: 156.6722 - logits_profile_predictions_loss: 155.7965 - logcount_predictions_loss: 0.4609 8/2034 [..............................] - ETA: 16:17 - loss: 156.1290 - logits_profile_predictions_loss: 155.2564 - logcount_predictions_loss: 0.4593 9/2034 [..............................] - ETA: 16:16 - loss: 155.9230 - logits_profile_predictions_loss: 155.0556 - logcount_predictions_loss: 0.4565 10/2034 [..............................] - ETA: 16:15 - loss: 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17/2034 [..............................] - ETA: 16:12 - loss: 153.4634 - logits_profile_predictions_loss: 152.6322 - logcount_predictions_loss: 0.4375 18/2034 [..............................] - ETA: 16:12 - loss: 153.1110 - logits_profile_predictions_loss: 152.2811 - logcount_predictions_loss: 0.4368 19/2034 [..............................] - ETA: 16:11 - loss: 152.7870 - logits_profile_predictions_loss: 151.9585 - logcount_predictions_loss: 0.4360 20/2034 [..............................] - ETA: 16:11 - loss: 152.4789 - logits_profile_predictions_loss: 151.6522 - logcount_predictions_loss: 0.4351 21/2034 [..............................] - ETA: 16:10 - loss: 152.2293 - logits_profile_predictions_loss: 151.4043 - logcount_predictions_loss: 0.4342 22/2034 [..............................] - ETA: 16:10 - loss: 151.9494 - logits_profile_predictions_loss: 151.1264 - logcount_predictions_loss: 0.4332 23/2034 [..............................] - ETA: 16:09 - loss: 151.6695 - logits_profile_predictions_loss: 150.8486 - logcount_predictions_loss: 0.4321 24/2034 [..............................] - ETA: 16:09 - loss: 151.4218 - logits_profile_predictions_loss: 150.6033 - logcount_predictions_loss: 0.4308 25/2034 [..............................] - ETA: 16:08 - loss: 151.1295 - logits_profile_predictions_loss: 150.3136 - logcount_predictions_loss: 0.4294 26/2034 [..............................] - ETA: 16:08 - loss: 150.8723 - logits_profile_predictions_loss: 150.0588 - logcount_predictions_loss: 0.4282 27/2034 [..............................] - ETA: 16:07 - loss: 150.6953 - logits_profile_predictions_loss: 149.8839 - logcount_predictions_loss: 0.4270 28/2034 [..............................] - ETA: 16:07 - loss: 150.5374 - logits_profile_predictions_loss: 149.7281 - logcount_predictions_loss: 0.4259 29/2034 [..............................] - ETA: 16:06 - loss: 150.4043 - logits_profile_predictions_loss: 149.5973 - logcount_predictions_loss: 0.4247 30/2034 [..............................] - ETA: 16:06 - loss: 150.3041 - logits_profile_predictions_loss: 149.4992 - logcount_predictions_loss: 0.4236 31/2034 [..............................] - ETA: 16:06 - loss: 150.2202 - logits_profile_predictions_loss: 149.4175 - logcount_predictions_loss: 0.4225 32/2034 [..............................] - ETA: 16:05 - loss: 150.1483 - logits_profile_predictions_loss: 149.3475 - logcount_predictions_loss: 0.4214 33/2034 [..............................] - ETA: 16:05 - loss: 150.0928 - logits_profile_predictions_loss: 149.2938 - logcount_predictions_loss: 0.4205 34/2034 [..............................] - ETA: 16:04 - loss: 150.0622 - logits_profile_predictions_loss: 149.2650 - logcount_predictions_loss: 0.4196 35/2034 [..............................] - ETA: 16:04 - loss: 150.0407 - logits_profile_predictions_loss: 149.2452 - logcount_predictions_loss: 0.4187 36/2034 [..............................] - ETA: 16:03 - loss: 150.0032 - logits_profile_predictions_loss: 149.2093 - logcount_predictions_loss: 0.4178 37/2034 [..............................] - ETA: 16:03 - loss: 149.9448 - logits_profile_predictions_loss: 149.1527 - logcount_predictions_loss: 0.4169 38/2034 [..............................] - ETA: 16:02 - loss: 149.8674 - logits_profile_predictions_loss: 149.0770 - logcount_predictions_loss: 0.4160 39/2034 [..............................] - ETA: 16:02 - loss: 149.7913 - logits_profile_predictions_loss: 149.0029 - logcount_predictions_loss: 0.4150 40/2034 [..............................] - ETA: 16:01 - loss: 149.7040 - logits_profile_predictions_loss: 148.9175 - logcount_predictions_loss: 0.4140 41/2034 [..............................] - ETA: 16:01 - loss: 149.6112 - logits_profile_predictions_loss: 148.8264 - logcount_predictions_loss: 0.4130 42/2034 [..............................] - ETA: 16:00 - loss: 149.5082 - logits_profile_predictions_loss: 148.7252 - logcount_predictions_loss: 0.4121 43/2034 [..............................] - ETA: 16:00 - loss: 149.4203 - logits_profile_predictions_loss: 148.6391 - logcount_predictions_loss: 0.4112 44/2034 [..............................] - ETA: 15:59 - loss: 149.3375 - logits_profile_predictions_loss: 148.5579 - logcount_predictions_loss: 0.4103 45/2034 [..............................] - ETA: 15:59 - loss: 149.2499 - logits_profile_predictions_loss: 148.4719 - logcount_predictions_loss: 0.4095 46/2034 [..............................] - ETA: 15:58 - loss: 149.1773 - logits_profile_predictions_loss: 148.4009 - logcount_predictions_loss: 0.4086 47/2034 [..............................] - ETA: 15:58 - loss: 149.1042 - logits_profile_predictions_loss: 148.3294 - logcount_predictions_loss: 0.4078 48/2034 [..............................] - ETA: 15:57 - loss: 149.0322 - logits_profile_predictions_loss: 148.2587 - logcount_predictions_loss: 0.4071 49/2034 [..............................] - ETA: 15:57 - loss: 148.9650 - logits_profile_predictions_loss: 148.1930 - logcount_predictions_loss: 0.4064 50/2034 [..............................] - ETA: 15:56 - loss: 148.9006 - logits_profile_predictions_loss: 148.1298 - logcount_predictions_loss: 0.4057 51/2034 [..............................] - ETA: 15:56 - loss: 148.8372 - logits_profile_predictions_loss: 148.0676 - logcount_predictions_loss: 0.4050 52/2034 [..............................] - ETA: 15:55 - loss: 148.7836 - logits_profile_predictions_loss: 148.0151 - logcount_predictions_loss: 0.4044 53/2034 [..............................] - ETA: 15:55 - loss: 148.7207 - logits_profile_predictions_loss: 147.9533 - logcount_predictions_loss: 0.4039 54/2034 [..............................] - ETA: 15:54 - loss: 148.6505 - logits_profile_predictions_loss: 147.8840 - logcount_predictions_loss: 0.4034 55/2034 [..............................] - ETA: 15:54 - loss: 148.5781 - logits_profile_predictions_loss: 147.8125 - logcount_predictions_loss: 0.4030 56/2034 [..............................] - ETA: 15:53 - loss: 148.5091 - logits_profile_predictions_loss: 147.7443 - logcount_predictions_loss: 0.4025 57/2034 [..............................] - ETA: 15:53 - loss: 148.4309 - logits_profile_predictions_loss: 147.6669 - logcount_predictions_loss: 0.4021 58/2034 [..............................] - ETA: 15:52 - loss: 148.3533 - logits_profile_predictions_loss: 147.5902 - logcount_predictions_loss: 0.4016 59/2034 [..............................] - ETA: 15:52 - loss: 148.2738 - logits_profile_predictions_loss: 147.5116 - logcount_predictions_loss: 0.4011 60/2034 [..............................] - ETA: 15:52 - loss: 148.1907 - logits_profile_predictions_loss: 147.4295 - logcount_predictions_loss: 0.4007 61/2034 [..............................] - ETA: 15:51 - loss: 148.1111 - logits_profile_predictions_loss: 147.3507 - logcount_predictions_loss: 0.4002 62/2034 [..............................] - ETA: 15:51 - loss: 148.0337 - 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logits_profile_predictions_loss: 144.1836 - logcount_predictions_loss: 0.3759 336/2034 [===>..........................] - ETA: 13:38 - loss: 144.8965 - logits_profile_predictions_loss: 144.1824 - logcount_predictions_loss: 0.3759 337/2034 [===>..........................] - ETA: 13:38 - loss: 144.8954 - logits_profile_predictions_loss: 144.1812 - logcount_predictions_loss: 0.3759 338/2034 [===>..........................] - ETA: 13:37 - loss: 144.8944 - logits_profile_predictions_loss: 144.1803 - logcount_predictions_loss: 0.3759 339/2034 [====>.........................] - ETA: 13:37 - loss: 144.8934 - logits_profile_predictions_loss: 144.1793 - logcount_predictions_loss: 0.3758 340/2034 [====>.........................] - ETA: 13:36 - loss: 144.8924 - logits_profile_predictions_loss: 144.1783 - logcount_predictions_loss: 0.3758 341/2034 [====>.........................] - ETA: 13:36 - loss: 144.8912 - logits_profile_predictions_loss: 144.1771 - logcount_predictions_loss: 0.3758 342/2034 [====>.........................] - ETA: 13:35 - loss: 144.8899 - logits_profile_predictions_loss: 144.1758 - logcount_predictions_loss: 0.3758 343/2034 [====>.........................] - ETA: 13:35 - loss: 144.8883 - logits_profile_predictions_loss: 144.1743 - logcount_predictions_loss: 0.3758 344/2034 [====>.........................] - ETA: 13:34 - loss: 144.8867 - logits_profile_predictions_loss: 144.1726 - logcount_predictions_loss: 0.3758 345/2034 [====>.........................] - ETA: 13:34 - loss: 144.8851 - logits_profile_predictions_loss: 144.1710 - logcount_predictions_loss: 0.3758 346/2034 [====>.........................] - ETA: 13:33 - loss: 144.8834 - logits_profile_predictions_loss: 144.1693 - logcount_predictions_loss: 0.3758 347/2034 [====>.........................] - ETA: 13:33 - loss: 144.8816 - logits_profile_predictions_loss: 144.1676 - logcount_predictions_loss: 0.3758 348/2034 [====>.........................] - ETA: 13:32 - loss: 144.8798 - logits_profile_predictions_loss: 144.1658 - logcount_predictions_loss: 0.3758 349/2034 [====>.........................] - ETA: 13:32 - loss: 144.8781 - logits_profile_predictions_loss: 144.1641 - logcount_predictions_loss: 0.3758 350/2034 [====>.........................] - ETA: 13:31 - loss: 144.8766 - logits_profile_predictions_loss: 144.1626 - logcount_predictions_loss: 0.3758 351/2034 [====>.........................] - ETA: 13:31 - loss: 144.8748 - logits_profile_predictions_loss: 144.1609 - logcount_predictions_loss: 0.3758 352/2034 [====>.........................] - ETA: 13:30 - loss: 144.8734 - logits_profile_predictions_loss: 144.1594 - logcount_predictions_loss: 0.3758 353/2034 [====>.........................] - ETA: 13:30 - loss: 144.8718 - logits_profile_predictions_loss: 144.1579 - logcount_predictions_loss: 0.3758 354/2034 [====>.........................] - ETA: 13:30 - loss: 144.8702 - logits_profile_predictions_loss: 144.1562 - logcount_predictions_loss: 0.3757 355/2034 [====>.........................] - ETA: 13:29 - loss: 144.8685 - logits_profile_predictions_loss: 144.1546 - logcount_predictions_loss: 0.3757 356/2034 [====>.........................] - ETA: 13:29 - loss: 144.8668 - logits_profile_predictions_loss: 144.1529 - logcount_predictions_loss: 0.3757 357/2034 [====>.........................] - ETA: 13:28 - loss: 144.8650 - logits_profile_predictions_loss: 144.1511 - logcount_predictions_loss: 0.3757 358/2034 [====>.........................] - ETA: 13:28 - loss: 144.8632 - logits_profile_predictions_loss: 144.1493 - logcount_predictions_loss: 0.3757 359/2034 [====>.........................] - ETA: 13:27 - loss: 144.8616 - logits_profile_predictions_loss: 144.1477 - logcount_predictions_loss: 0.3757 360/2034 [====>.........................] - ETA: 13:27 - loss: 144.8601 - logits_profile_predictions_loss: 144.1462 - logcount_predictions_loss: 0.3757 361/2034 [====>.........................] - ETA: 13:26 - loss: 144.8584 - logits_profile_predictions_loss: 144.1446 - logcount_predictions_loss: 0.3757 362/2034 [====>.........................] - ETA: 13:26 - loss: 144.8570 - logits_profile_predictions_loss: 144.1431 - logcount_predictions_loss: 0.3757 363/2034 [====>.........................] - ETA: 13:25 - loss: 144.8552 - logits_profile_predictions_loss: 144.1414 - logcount_predictions_loss: 0.3757 364/2034 [====>.........................] - ETA: 13:25 - loss: 144.8536 - logits_profile_predictions_loss: 144.1398 - logcount_predictions_loss: 0.3757 365/2034 [====>.........................] - ETA: 13:24 - loss: 144.8518 - logits_profile_predictions_loss: 144.1380 - logcount_predictions_loss: 0.3757 366/2034 [====>.........................] - ETA: 13:24 - loss: 144.8502 - logits_profile_predictions_loss: 144.1364 - logcount_predictions_loss: 0.3757 367/2034 [====>.........................] - ETA: 13:23 - loss: 144.8486 - logits_profile_predictions_loss: 144.1348 - logcount_predictions_loss: 0.3757 368/2034 [====>.........................] - ETA: 13:23 - loss: 144.8472 - logits_profile_predictions_loss: 144.1334 - logcount_predictions_loss: 0.3757 369/2034 [====>.........................] - ETA: 13:22 - loss: 144.8458 - logits_profile_predictions_loss: 144.1320 - logcount_predictions_loss: 0.3757 370/2034 [====>.........................] - ETA: 13:22 - loss: 144.8442 - logits_profile_predictions_loss: 144.1304 - logcount_predictions_loss: 0.3757 371/2034 [====>.........................] - ETA: 13:21 - loss: 144.8426 - logits_profile_predictions_loss: 144.1288 - logcount_predictions_loss: 0.3757 372/2034 [====>.........................] - ETA: 13:21 - loss: 144.8411 - logits_profile_predictions_loss: 144.1274 - logcount_predictions_loss: 0.3757 373/2034 [====>.........................] - ETA: 13:20 - loss: 144.8399 - logits_profile_predictions_loss: 144.1262 - logcount_predictions_loss: 0.3757 374/2034 [====>.........................] - ETA: 13:20 - loss: 144.8388 - logits_profile_predictions_loss: 144.1250 - logcount_predictions_loss: 0.3756 375/2034 [====>.........................] - ETA: 13:19 - loss: 144.8378 - logits_profile_predictions_loss: 144.1240 - logcount_predictions_loss: 0.3756 376/2034 [====>.........................] - ETA: 13:19 - loss: 144.8369 - logits_profile_predictions_loss: 144.1232 - logcount_predictions_loss: 0.3756 377/2034 [====>.........................] - ETA: 13:18 - loss: 144.8360 - logits_profile_predictions_loss: 144.1223 - logcount_predictions_loss: 0.3756 378/2034 [====>.........................] - ETA: 13:18 - loss: 144.8351 - logits_profile_predictions_loss: 144.1214 - logcount_predictions_loss: 0.3756 379/2034 [====>.........................] - ETA: 13:17 - loss: 144.8341 - logits_profile_predictions_loss: 144.1204 - logcount_predictions_loss: 0.3756 380/2034 [====>.........................] - ETA: 13:17 - loss: 144.8329 - logits_profile_predictions_loss: 144.1193 - logcount_predictions_loss: 0.3756 381/2034 [====>.........................] - ETA: 13:16 - loss: 144.8319 - logits_profile_predictions_loss: 144.1183 - logcount_predictions_loss: 0.3756 382/2034 [====>.........................] - ETA: 13:16 - loss: 144.8310 - logits_profile_predictions_loss: 144.1174 - logcount_predictions_loss: 0.3756 383/2034 [====>.........................] - ETA: 13:15 - loss: 144.8302 - logits_profile_predictions_loss: 144.1166 - logcount_predictions_loss: 0.3756 384/2034 [====>.........................] - ETA: 13:15 - loss: 144.8296 - logits_profile_predictions_loss: 144.1160 - logcount_predictions_loss: 0.3756 385/2034 [====>.........................] - ETA: 13:14 - loss: 144.8289 - logits_profile_predictions_loss: 144.1153 - logcount_predictions_loss: 0.3756 386/2034 [====>.........................] - ETA: 13:14 - loss: 144.8283 - logits_profile_predictions_loss: 144.1147 - logcount_predictions_loss: 0.3755 387/2034 [====>.........................] - ETA: 13:14 - loss: 144.8276 - logits_profile_predictions_loss: 144.1141 - logcount_predictions_loss: 0.3755 388/2034 [====>.........................] - ETA: 13:13 - loss: 144.8269 - logits_profile_predictions_loss: 144.1134 - logcount_predictions_loss: 0.3755 389/2034 [====>.........................] - ETA: 13:13 - loss: 144.8261 - logits_profile_predictions_loss: 144.1126 - logcount_predictions_loss: 0.3755 390/2034 [====>.........................] - ETA: 13:12 - loss: 144.8254 - logits_profile_predictions_loss: 144.1119 - logcount_predictions_loss: 0.3755 391/2034 [====>.........................] - ETA: 13:12 - loss: 144.8248 - logits_profile_predictions_loss: 144.1114 - logcount_predictions_loss: 0.3755 392/2034 [====>.........................] - ETA: 13:11 - loss: 144.8241 - logits_profile_predictions_loss: 144.1107 - logcount_predictions_loss: 0.3755 393/2034 [====>.........................] - ETA: 13:11 - loss: 144.8234 - logits_profile_predictions_loss: 144.1100 - logcount_predictions_loss: 0.3755 394/2034 [====>.........................] - ETA: 13:10 - loss: 144.8228 - logits_profile_predictions_loss: 144.1095 - logcount_predictions_loss: 0.3755 395/2034 [====>.........................] - ETA: 13:10 - loss: 144.8223 - logits_profile_predictions_loss: 144.1089 - logcount_predictions_loss: 0.3754 396/2034 [====>.........................] - ETA: 13:09 - loss: 144.8217 - logits_profile_predictions_loss: 144.1084 - logcount_predictions_loss: 0.3754 397/2034 [====>.........................] - ETA: 13:09 - loss: 144.8212 - logits_profile_predictions_loss: 144.1079 - logcount_predictions_loss: 0.3754 398/2034 [====>.........................] - ETA: 13:08 - loss: 144.8209 - logits_profile_predictions_loss: 144.1076 - logcount_predictions_loss: 0.3754 399/2034 [====>.........................] - ETA: 13:08 - loss: 144.8206 - logits_profile_predictions_loss: 144.1073 - logcount_predictions_loss: 0.3754 400/2034 [====>.........................] - ETA: 13:07 - loss: 144.8204 - 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[=====>........................] - ETA: 13:04 - loss: 144.8199 - logits_profile_predictions_loss: 144.1068 - logcount_predictions_loss: 0.3753 408/2034 [=====>........................] - ETA: 13:03 - loss: 144.8199 - logits_profile_predictions_loss: 144.1068 - logcount_predictions_loss: 0.3753 409/2034 [=====>........................] - ETA: 13:03 - loss: 144.8197 - logits_profile_predictions_loss: 144.1066 - logcount_predictions_loss: 0.3753 410/2034 [=====>........................] - ETA: 13:02 - loss: 144.8196 - logits_profile_predictions_loss: 144.1065 - logcount_predictions_loss: 0.3753 411/2034 [=====>........................] - ETA: 13:02 - loss: 144.8192 - logits_profile_predictions_loss: 144.1061 - logcount_predictions_loss: 0.3753 412/2034 [=====>........................] - ETA: 13:01 - loss: 144.8189 - logits_profile_predictions_loss: 144.1058 - logcount_predictions_loss: 0.3753 413/2034 [=====>........................] - ETA: 13:01 - loss: 144.8186 - 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[=====>........................] - ETA: 12:58 - loss: 144.8162 - logits_profile_predictions_loss: 144.1033 - logcount_predictions_loss: 0.3752 421/2034 [=====>........................] - ETA: 12:57 - loss: 144.8158 - logits_profile_predictions_loss: 144.1029 - logcount_predictions_loss: 0.3752 422/2034 [=====>........................] - ETA: 12:57 - loss: 144.8153 - logits_profile_predictions_loss: 144.1025 - logcount_predictions_loss: 0.3752 423/2034 [=====>........................] - ETA: 12:56 - loss: 144.8147 - logits_profile_predictions_loss: 144.1019 - logcount_predictions_loss: 0.3752 424/2034 [=====>........................] - ETA: 12:56 - loss: 144.8140 - logits_profile_predictions_loss: 144.1012 - logcount_predictions_loss: 0.3752 425/2034 [=====>........................] - ETA: 12:55 - loss: 144.8133 - logits_profile_predictions_loss: 144.1005 - logcount_predictions_loss: 0.3752 426/2034 [=====>........................] - ETA: 12:55 - loss: 144.8126 - logits_profile_predictions_loss: 144.0998 - logcount_predictions_loss: 0.3752 427/2034 [=====>........................] - ETA: 12:54 - loss: 144.8120 - logits_profile_predictions_loss: 144.0992 - logcount_predictions_loss: 0.3751 428/2034 [=====>........................] - ETA: 12:54 - loss: 144.8111 - logits_profile_predictions_loss: 144.0983 - logcount_predictions_loss: 0.3751 429/2034 [=====>........................] - ETA: 12:53 - loss: 144.8103 - logits_profile_predictions_loss: 144.0976 - logcount_predictions_loss: 0.3751 430/2034 [=====>........................] - ETA: 12:53 - loss: 144.8094 - logits_profile_predictions_loss: 144.0967 - logcount_predictions_loss: 0.3751 431/2034 [=====>........................] - ETA: 12:52 - loss: 144.8084 - logits_profile_predictions_loss: 144.0957 - logcount_predictions_loss: 0.3751 432/2034 [=====>........................] - ETA: 12:52 - loss: 144.8074 - logits_profile_predictions_loss: 144.0947 - logcount_predictions_loss: 0.3751 433/2034 [=====>........................] - ETA: 12:51 - loss: 144.8062 - logits_profile_predictions_loss: 144.0935 - logcount_predictions_loss: 0.3751 434/2034 [=====>........................] - ETA: 12:51 - loss: 144.8051 - logits_profile_predictions_loss: 144.0925 - logcount_predictions_loss: 0.3751 435/2034 [=====>........................] - ETA: 12:50 - loss: 144.8041 - logits_profile_predictions_loss: 144.0915 - logcount_predictions_loss: 0.3751 436/2034 [=====>........................] - ETA: 12:50 - loss: 144.8031 - logits_profile_predictions_loss: 144.0905 - logcount_predictions_loss: 0.3751 437/2034 [=====>........................] - ETA: 12:49 - loss: 144.8021 - logits_profile_predictions_loss: 144.0895 - logcount_predictions_loss: 0.3750 438/2034 [=====>........................] - ETA: 12:49 - loss: 144.8009 - logits_profile_predictions_loss: 144.0884 - logcount_predictions_loss: 0.3750 439/2034 [=====>........................] - ETA: 12:48 - loss: 144.7998 - logits_profile_predictions_loss: 144.0872 - logcount_predictions_loss: 0.3750 440/2034 [=====>........................] - ETA: 12:48 - loss: 144.7987 - logits_profile_predictions_loss: 144.0862 - logcount_predictions_loss: 0.3750 441/2034 [=====>........................] - ETA: 12:48 - loss: 144.7976 - logits_profile_predictions_loss: 144.0851 - logcount_predictions_loss: 0.3750 442/2034 [=====>........................] - ETA: 12:47 - loss: 144.7965 - logits_profile_predictions_loss: 144.0840 - logcount_predictions_loss: 0.3750 443/2034 [=====>........................] - ETA: 12:47 - loss: 144.7953 - logits_profile_predictions_loss: 144.0828 - logcount_predictions_loss: 0.3750 444/2034 [=====>........................] - ETA: 12:46 - loss: 144.7941 - logits_profile_predictions_loss: 144.0817 - logcount_predictions_loss: 0.3750 445/2034 [=====>........................] - ETA: 12:46 - loss: 144.7929 - logits_profile_predictions_loss: 144.0805 - logcount_predictions_loss: 0.3750 446/2034 [=====>........................] - ETA: 12:45 - loss: 144.7917 - logits_profile_predictions_loss: 144.0793 - logcount_predictions_loss: 0.3750 447/2034 [=====>........................] - ETA: 12:45 - loss: 144.7907 - logits_profile_predictions_loss: 144.0782 - logcount_predictions_loss: 0.3749 448/2034 [=====>........................] - ETA: 12:44 - loss: 144.7896 - logits_profile_predictions_loss: 144.0772 - logcount_predictions_loss: 0.3749 449/2034 [=====>........................] - ETA: 12:44 - loss: 144.7885 - logits_profile_predictions_loss: 144.0761 - logcount_predictions_loss: 0.3749 450/2034 [=====>........................] - ETA: 12:43 - loss: 144.7874 - logits_profile_predictions_loss: 144.0750 - logcount_predictions_loss: 0.3749 451/2034 [=====>........................] - ETA: 12:43 - loss: 144.7863 - logits_profile_predictions_loss: 144.0740 - logcount_predictions_loss: 0.3749 452/2034 [=====>........................] - ETA: 12:42 - loss: 144.7853 - logits_profile_predictions_loss: 144.0730 - logcount_predictions_loss: 0.3749 453/2034 [=====>........................] - ETA: 12:42 - loss: 144.7843 - logits_profile_predictions_loss: 144.0719 - logcount_predictions_loss: 0.3749 454/2034 [=====>........................] - ETA: 12:41 - loss: 144.7831 - logits_profile_predictions_loss: 144.0708 - logcount_predictions_loss: 0.3749 455/2034 [=====>........................] - ETA: 12:41 - loss: 144.7819 - logits_profile_predictions_loss: 144.0696 - logcount_predictions_loss: 0.3749 456/2034 [=====>........................] - ETA: 12:40 - loss: 144.7807 - logits_profile_predictions_loss: 144.0684 - logcount_predictions_loss: 0.3749 457/2034 [=====>........................] - ETA: 12:40 - loss: 144.7796 - logits_profile_predictions_loss: 144.0673 - logcount_predictions_loss: 0.3749 458/2034 [=====>........................] - ETA: 12:39 - loss: 144.7785 - logits_profile_predictions_loss: 144.0663 - logcount_predictions_loss: 0.3748 459/2034 [=====>........................] - ETA: 12:39 - loss: 144.7774 - logits_profile_predictions_loss: 144.0652 - logcount_predictions_loss: 0.3748 460/2034 [=====>........................] - ETA: 12:38 - loss: 144.7763 - logits_profile_predictions_loss: 144.0641 - logcount_predictions_loss: 0.3748 461/2034 [=====>........................] - ETA: 12:38 - loss: 144.7752 - logits_profile_predictions_loss: 144.0631 - logcount_predictions_loss: 0.3748 462/2034 [=====>........................] - ETA: 12:37 - loss: 144.7741 - logits_profile_predictions_loss: 144.0619 - logcount_predictions_loss: 0.3748 463/2034 [=====>........................] - ETA: 12:37 - loss: 144.7729 - logits_profile_predictions_loss: 144.0607 - logcount_predictions_loss: 0.3748 464/2034 [=====>........................] - ETA: 12:36 - loss: 144.7718 - logits_profile_predictions_loss: 144.0597 - logcount_predictions_loss: 0.3748 465/2034 [=====>........................] - ETA: 12:36 - loss: 144.7707 - 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logits_profile_predictions_loss: 143.5404 - logcount_predictions_loss: 0.3714 2013/2034 [============================>.] - ETA: 10s - loss: 144.2460 - logits_profile_predictions_loss: 143.5403 - logcount_predictions_loss: 0.3714 2014/2034 [============================>.] - ETA: 9s - loss: 144.2460 - logits_profile_predictions_loss: 143.5402 - logcount_predictions_loss: 0.3714  2015/2034 [============================>.] - ETA: 9s - loss: 144.2459 - logits_profile_predictions_loss: 143.5401 - logcount_predictions_loss: 0.3714 2016/2034 [============================>.] - ETA: 8s - loss: 144.2458 - logits_profile_predictions_loss: 143.5401 - logcount_predictions_loss: 0.3714 2017/2034 [============================>.] - ETA: 8s - loss: 144.2457 - logits_profile_predictions_loss: 143.5400 - logcount_predictions_loss: 0.3714 2018/2034 [============================>.] - ETA: 7s - loss: 144.2456 - logits_profile_predictions_loss: 143.5399 - logcount_predictions_loss: 0.3714 2019/2034 [============================>.] - ETA: 7s - loss: 144.2455 - logits_profile_predictions_loss: 143.5398 - logcount_predictions_loss: 0.3714 2020/2034 [============================>.] - ETA: 6s - loss: 144.2454 - logits_profile_predictions_loss: 143.5397 - logcount_predictions_loss: 0.3714 2021/2034 [============================>.] - ETA: 6s - loss: 144.2453 - logits_profile_predictions_loss: 143.5396 - logcount_predictions_loss: 0.3714 2022/2034 [============================>.] - ETA: 5s - loss: 144.2453 - logits_profile_predictions_loss: 143.5396 - logcount_predictions_loss: 0.3714 2023/2034 [============================>.] - ETA: 5s - loss: 144.2452 - logits_profile_predictions_loss: 143.5395 - logcount_predictions_loss: 0.3714 2024/2034 [============================>.] - ETA: 4s - loss: 144.2451 - logits_profile_predictions_loss: 143.5394 - logcount_predictions_loss: 0.3714 2025/2034 [============================>.] - ETA: 4s - loss: 144.2450 - logits_profile_predictions_loss: 143.5393 - logcount_predictions_loss: 0.3714 2026/2034 [============================>.] - ETA: 3s - loss: 144.2449 - logits_profile_predictions_loss: 143.5392 - logcount_predictions_loss: 0.3714 2027/2034 [============================>.] - ETA: 3s - loss: 144.2448 - logits_profile_predictions_loss: 143.5391 - logcount_predictions_loss: 0.3714 2028/2034 [============================>.] - ETA: 2s - loss: 144.2447 - logits_profile_predictions_loss: 143.5391 - logcount_predictions_loss: 0.3714 2029/2034 [============================>.] - ETA: 2s - loss: 144.2447 - logits_profile_predictions_loss: 143.5390 - logcount_predictions_loss: 0.3714 2030/2034 [============================>.] - ETA: 1s - loss: 144.2446 - logits_profile_predictions_loss: 143.5389 - logcount_predictions_loss: 0.3714 2031/2034 [============================>.] - ETA: 1s - loss: 144.2445 - logits_profile_predictions_loss: 143.5389 - logcount_predictions_loss: 0.3714 2032/2034 [============================>.] - ETA: 0s - loss: 144.2445 - logits_profile_predictions_loss: 143.5388 - logcount_predictions_loss: 0.3714 2033/2034 [============================>.] - ETA: 0s - loss: 144.2444 - logits_profile_predictions_loss: 143.5387 - logcount_predictions_loss: 0.3714 2034/2034 [==============================] - ETA: 0s - loss: 144.2443 - logits_profile_predictions_loss: 143.5387 - logcount_predictions_loss: 0.3714 2034/2034 [==============================] - 1018s 500ms/step - loss: 144.2442 - logits_profile_predictions_loss: 143.5386 - logcount_predictions_loss: 0.3714 - val_loss: 146.3650 - val_logits_profile_predictions_loss: 145.7316 - val_logcount_predictions_loss: 0.3333 + +Epoch 00009: val_loss did not improve from 146.04045 +Epoch 10/50 + 1/2034 [..............................] - ETA: 17:29 - loss: 161.3270 - logits_profile_predictions_loss: 160.7037 - logcount_predictions_loss: 0.3280 2/2034 [..............................] - ETA: 16:17 - loss: 153.2995 - logits_profile_predictions_loss: 152.7137 - logcount_predictions_loss: 0.3083 3/2034 [..............................] - ETA: 16:18 - loss: 151.2705 - logits_profile_predictions_loss: 150.6874 - logcount_predictions_loss: 0.3069 4/2034 [..............................] - ETA: 16:18 - loss: 149.9393 - logits_profile_predictions_loss: 149.3364 - logcount_predictions_loss: 0.3173 5/2034 [..............................] - ETA: 16:17 - loss: 149.3405 - logits_profile_predictions_loss: 148.7217 - logcount_predictions_loss: 0.3257 6/2034 [..............................] - ETA: 16:17 - loss: 148.8498 - logits_profile_predictions_loss: 148.2196 - logcount_predictions_loss: 0.3317 7/2034 [..............................] - ETA: 16:16 - loss: 148.5025 - logits_profile_predictions_loss: 147.8691 - logcount_predictions_loss: 0.3334 8/2034 [..............................] - ETA: 16:16 - loss: 148.0331 - logits_profile_predictions_loss: 147.3963 - logcount_predictions_loss: 0.3352 9/2034 [..............................] - ETA: 16:16 - loss: 147.7863 - logits_profile_predictions_loss: 147.1473 - logcount_predictions_loss: 0.3363 10/2034 [..............................] - ETA: 16:15 - loss: 147.4169 - logits_profile_predictions_loss: 146.7739 - logcount_predictions_loss: 0.3384 11/2034 [..............................] - ETA: 16:15 - loss: 147.0278 - logits_profile_predictions_loss: 146.3834 - logcount_predictions_loss: 0.3391 12/2034 [..............................] - ETA: 16:14 - loss: 146.8391 - logits_profile_predictions_loss: 146.1942 - logcount_predictions_loss: 0.3394 13/2034 [..............................] - ETA: 16:14 - loss: 146.6024 - logits_profile_predictions_loss: 145.9576 - logcount_predictions_loss: 0.3394 14/2034 [..............................] - ETA: 16:13 - loss: 146.5023 - logits_profile_predictions_loss: 145.8566 - logcount_predictions_loss: 0.3399 15/2034 [..............................] - ETA: 16:13 - loss: 146.4732 - logits_profile_predictions_loss: 145.8262 - logcount_predictions_loss: 0.3406 16/2034 [..............................] - ETA: 16:12 - loss: 146.3687 - logits_profile_predictions_loss: 145.7203 - logcount_predictions_loss: 0.3413 17/2034 [..............................] - ETA: 16:12 - loss: 146.2303 - logits_profile_predictions_loss: 145.5806 - logcount_predictions_loss: 0.3419 18/2034 [..............................] - ETA: 16:11 - loss: 146.0512 - logits_profile_predictions_loss: 145.4002 - logcount_predictions_loss: 0.3426 19/2034 [..............................] - ETA: 16:11 - loss: 145.8631 - logits_profile_predictions_loss: 145.2112 - logcount_predictions_loss: 0.3431 20/2034 [..............................] - ETA: 16:11 - loss: 145.7533 - logits_profile_predictions_loss: 145.1009 - logcount_predictions_loss: 0.3434 21/2034 [..............................] - ETA: 16:10 - loss: 145.7030 - logits_profile_predictions_loss: 145.0503 - logcount_predictions_loss: 0.3435 22/2034 [..............................] - ETA: 16:10 - loss: 145.6983 - logits_profile_predictions_loss: 145.0455 - logcount_predictions_loss: 0.3436 23/2034 [..............................] - ETA: 16:09 - loss: 145.6859 - logits_profile_predictions_loss: 145.0329 - logcount_predictions_loss: 0.3437 24/2034 [..............................] - ETA: 16:09 - loss: 145.6729 - logits_profile_predictions_loss: 145.0196 - logcount_predictions_loss: 0.3438 25/2034 [..............................] - ETA: 16:08 - loss: 145.6417 - logits_profile_predictions_loss: 144.9883 - logcount_predictions_loss: 0.3439 26/2034 [..............................] - ETA: 16:08 - loss: 145.5889 - logits_profile_predictions_loss: 144.9355 - logcount_predictions_loss: 0.3439 27/2034 [..............................] - ETA: 16:07 - loss: 145.5098 - logits_profile_predictions_loss: 144.8563 - logcount_predictions_loss: 0.3439 28/2034 [..............................] - ETA: 16:07 - loss: 145.4417 - logits_profile_predictions_loss: 144.7882 - logcount_predictions_loss: 0.3439 29/2034 [..............................] - ETA: 16:06 - loss: 145.3948 - logits_profile_predictions_loss: 144.7410 - logcount_predictions_loss: 0.3441 30/2034 [..............................] - ETA: 16:06 - loss: 145.3236 - logits_profile_predictions_loss: 144.6696 - logcount_predictions_loss: 0.3442 31/2034 [..............................] - ETA: 16:05 - loss: 145.2684 - logits_profile_predictions_loss: 144.6141 - logcount_predictions_loss: 0.3444 32/2034 [..............................] - ETA: 16:05 - loss: 145.2242 - logits_profile_predictions_loss: 144.5697 - logcount_predictions_loss: 0.3445 33/2034 [..............................] - ETA: 16:04 - loss: 145.1732 - logits_profile_predictions_loss: 144.5181 - logcount_predictions_loss: 0.3448 34/2034 [..............................] - ETA: 16:04 - loss: 145.1144 - logits_profile_predictions_loss: 144.4587 - logcount_predictions_loss: 0.3451 35/2034 [..............................] - ETA: 16:03 - loss: 145.0603 - logits_profile_predictions_loss: 144.4041 - logcount_predictions_loss: 0.3454 36/2034 [..............................] - ETA: 16:03 - loss: 145.0072 - logits_profile_predictions_loss: 144.3505 - logcount_predictions_loss: 0.3457 37/2034 [..............................] - ETA: 16:02 - loss: 144.9719 - logits_profile_predictions_loss: 144.3146 - logcount_predictions_loss: 0.3460 38/2034 [..............................] - ETA: 16:02 - loss: 144.9295 - logits_profile_predictions_loss: 144.2716 - logcount_predictions_loss: 0.3463 39/2034 [..............................] - ETA: 16:02 - loss: 144.8759 - logits_profile_predictions_loss: 144.2173 - logcount_predictions_loss: 0.3466 40/2034 [..............................] - ETA: 16:01 - loss: 144.8385 - logits_profile_predictions_loss: 144.1795 - logcount_predictions_loss: 0.3469 41/2034 [..............................] - ETA: 16:01 - loss: 144.8034 - logits_profile_predictions_loss: 144.1439 - logcount_predictions_loss: 0.3471 42/2034 [..............................] - ETA: 16:00 - loss: 144.7669 - logits_profile_predictions_loss: 144.1071 - logcount_predictions_loss: 0.3473 43/2034 [..............................] - ETA: 16:00 - loss: 144.7325 - logits_profile_predictions_loss: 144.0722 - logcount_predictions_loss: 0.3475 44/2034 [..............................] - ETA: 15:59 - loss: 144.6976 - logits_profile_predictions_loss: 144.0367 - logcount_predictions_loss: 0.3478 45/2034 [..............................] - ETA: 15:59 - loss: 144.6536 - logits_profile_predictions_loss: 143.9922 - logcount_predictions_loss: 0.3481 46/2034 [..............................] - ETA: 15:58 - loss: 144.6066 - logits_profile_predictions_loss: 143.9448 - logcount_predictions_loss: 0.3483 47/2034 [..............................] - ETA: 15:58 - loss: 144.5677 - logits_profile_predictions_loss: 143.9055 - logcount_predictions_loss: 0.3485 48/2034 [..............................] - ETA: 15:57 - loss: 144.5399 - logits_profile_predictions_loss: 143.8774 - logcount_predictions_loss: 0.3487 49/2034 [..............................] - ETA: 15:57 - loss: 144.5164 - logits_profile_predictions_loss: 143.8537 - logcount_predictions_loss: 0.3488 50/2034 [..............................] - ETA: 15:56 - loss: 144.4909 - logits_profile_predictions_loss: 143.8280 - logcount_predictions_loss: 0.3489 51/2034 [..............................] - ETA: 15:56 - loss: 144.4662 - logits_profile_predictions_loss: 143.8032 - logcount_predictions_loss: 0.3489 52/2034 [..............................] - ETA: 15:56 - loss: 144.4379 - logits_profile_predictions_loss: 143.7748 - logcount_predictions_loss: 0.3490 53/2034 [..............................] - ETA: 15:55 - loss: 144.4186 - logits_profile_predictions_loss: 143.7553 - logcount_predictions_loss: 0.3491 54/2034 [..............................] - ETA: 15:55 - loss: 144.4036 - logits_profile_predictions_loss: 143.7401 - logcount_predictions_loss: 0.3492 55/2034 [..............................] - ETA: 15:54 - loss: 144.3909 - logits_profile_predictions_loss: 143.7273 - logcount_predictions_loss: 0.3493 56/2034 [..............................] - ETA: 15:54 - loss: 144.3762 - logits_profile_predictions_loss: 143.7125 - logcount_predictions_loss: 0.3494 57/2034 [..............................] - ETA: 15:53 - loss: 144.3585 - logits_profile_predictions_loss: 143.6945 - logcount_predictions_loss: 0.3495 58/2034 [..............................] - ETA: 15:53 - loss: 144.3429 - logits_profile_predictions_loss: 143.6785 - logcount_predictions_loss: 0.3497 59/2034 [..............................] - ETA: 15:52 - loss: 144.3217 - logits_profile_predictions_loss: 143.6569 - logcount_predictions_loss: 0.3499 60/2034 [..............................] - ETA: 15:52 - loss: 144.2972 - logits_profile_predictions_loss: 143.6320 - logcount_predictions_loss: 0.3501 61/2034 [..............................] - ETA: 15:51 - loss: 144.2725 - logits_profile_predictions_loss: 143.6069 - logcount_predictions_loss: 0.3503 62/2034 [..............................] - ETA: 15:51 - loss: 144.2449 - logits_profile_predictions_loss: 143.5791 - logcount_predictions_loss: 0.3504 63/2034 [..............................] - ETA: 15:50 - loss: 144.2233 - logits_profile_predictions_loss: 143.5572 - logcount_predictions_loss: 0.3506 64/2034 [..............................] - ETA: 15:50 - loss: 144.2044 - logits_profile_predictions_loss: 143.5380 - logcount_predictions_loss: 0.3507 65/2034 [..............................] - ETA: 15:49 - loss: 144.1836 - logits_profile_predictions_loss: 143.5169 - logcount_predictions_loss: 0.3509 66/2034 [..............................] - ETA: 15:49 - loss: 144.1625 - logits_profile_predictions_loss: 143.4955 - logcount_predictions_loss: 0.3510 67/2034 [..............................] - ETA: 15:48 - loss: 144.1487 - logits_profile_predictions_loss: 143.4814 - logcount_predictions_loss: 0.3512 68/2034 [>.............................] - ETA: 15:48 - loss: 144.1355 - logits_profile_predictions_loss: 143.4679 - logcount_predictions_loss: 0.3514 69/2034 [>.............................] - ETA: 15:47 - loss: 144.1269 - logits_profile_predictions_loss: 143.4590 - logcount_predictions_loss: 0.3515 70/2034 [>.............................] - ETA: 15:47 - loss: 144.1139 - logits_profile_predictions_loss: 143.4457 - logcount_predictions_loss: 0.3517 71/2034 [>.............................] - ETA: 15:46 - loss: 144.0995 - logits_profile_predictions_loss: 143.4311 - logcount_predictions_loss: 0.3518 72/2034 [>.............................] - ETA: 15:46 - loss: 144.0827 - logits_profile_predictions_loss: 143.4140 - logcount_predictions_loss: 0.3519 73/2034 [>.............................] - ETA: 15:45 - loss: 144.0705 - logits_profile_predictions_loss: 143.4016 - logcount_predictions_loss: 0.3521 74/2034 [>.............................] - ETA: 15:45 - loss: 144.0599 - logits_profile_predictions_loss: 143.3907 - logcount_predictions_loss: 0.3522 75/2034 [>.............................] - ETA: 15:44 - loss: 144.0490 - logits_profile_predictions_loss: 143.3795 - logcount_predictions_loss: 0.3523 76/2034 [>.............................] - ETA: 15:44 - loss: 144.0381 - logits_profile_predictions_loss: 143.3684 - logcount_predictions_loss: 0.3525 77/2034 [>.............................] - ETA: 15:43 - loss: 144.0325 - logits_profile_predictions_loss: 143.3626 - logcount_predictions_loss: 0.3526 78/2034 [>.............................] - ETA: 15:43 - loss: 144.0312 - logits_profile_predictions_loss: 143.3611 - logcount_predictions_loss: 0.3527 79/2034 [>.............................] - ETA: 15:42 - loss: 144.0333 - logits_profile_predictions_loss: 143.3630 - logcount_predictions_loss: 0.3528 80/2034 [>.............................] - ETA: 15:42 - loss: 144.0383 - logits_profile_predictions_loss: 143.3676 - logcount_predictions_loss: 0.3530 81/2034 [>.............................] - ETA: 15:41 - loss: 144.0478 - logits_profile_predictions_loss: 143.3769 - logcount_predictions_loss: 0.3531 82/2034 [>.............................] - ETA: 15:41 - loss: 144.0573 - logits_profile_predictions_loss: 143.3862 - logcount_predictions_loss: 0.3532 83/2034 [>.............................] - ETA: 15:40 - loss: 144.0695 - logits_profile_predictions_loss: 143.3982 - logcount_predictions_loss: 0.3533 84/2034 [>.............................] - ETA: 15:40 - loss: 144.0793 - logits_profile_predictions_loss: 143.4077 - logcount_predictions_loss: 0.3535 85/2034 [>.............................] - ETA: 15:39 - loss: 144.0912 - logits_profile_predictions_loss: 143.4193 - logcount_predictions_loss: 0.3536 86/2034 [>.............................] - ETA: 15:39 - loss: 144.1051 - logits_profile_predictions_loss: 143.4330 - logcount_predictions_loss: 0.3538 87/2034 [>.............................] - ETA: 15:38 - loss: 144.1193 - logits_profile_predictions_loss: 143.4470 - logcount_predictions_loss: 0.3539 88/2034 [>.............................] - ETA: 15:38 - loss: 144.1342 - logits_profile_predictions_loss: 143.4616 - logcount_predictions_loss: 0.3540 89/2034 [>.............................] - ETA: 15:37 - loss: 144.1448 - logits_profile_predictions_loss: 143.4721 - logcount_predictions_loss: 0.3541 90/2034 [>.............................] - ETA: 15:37 - loss: 144.1535 - logits_profile_predictions_loss: 143.4806 - logcount_predictions_loss: 0.3542 91/2034 [>.............................] - ETA: 15:36 - loss: 144.1622 - logits_profile_predictions_loss: 143.4890 - logcount_predictions_loss: 0.3543 92/2034 [>.............................] - ETA: 15:36 - loss: 144.1738 - logits_profile_predictions_loss: 143.5004 - logcount_predictions_loss: 0.3544 93/2034 [>.............................] - ETA: 15:35 - loss: 144.1838 - logits_profile_predictions_loss: 143.5103 - logcount_predictions_loss: 0.3545 94/2034 [>.............................] - ETA: 15:35 - loss: 144.1938 - logits_profile_predictions_loss: 143.5200 - logcount_predictions_loss: 0.3546 95/2034 [>.............................] - ETA: 15:35 - loss: 144.1996 - logits_profile_predictions_loss: 143.5257 - logcount_predictions_loss: 0.3547 96/2034 [>.............................] - ETA: 15:34 - loss: 144.2052 - logits_profile_predictions_loss: 143.5311 - logcount_predictions_loss: 0.3548 97/2034 [>.............................] - ETA: 15:34 - loss: 144.2070 - logits_profile_predictions_loss: 143.5328 - logcount_predictions_loss: 0.3548 98/2034 [>.............................] - ETA: 15:33 - loss: 144.2086 - logits_profile_predictions_loss: 143.5343 - logcount_predictions_loss: 0.3549 99/2034 [>.............................] - ETA: 15:33 - loss: 144.2071 - logits_profile_predictions_loss: 143.5327 - logcount_predictions_loss: 0.3550 100/2034 [>.............................] - ETA: 15:32 - loss: 144.2048 - logits_profile_predictions_loss: 143.5303 - logcount_predictions_loss: 0.3550 101/2034 [>.............................] - ETA: 15:32 - loss: 144.2034 - logits_profile_predictions_loss: 143.5288 - logcount_predictions_loss: 0.3551 102/2034 [>.............................] - ETA: 15:31 - loss: 144.1981 - logits_profile_predictions_loss: 143.5234 - logcount_predictions_loss: 0.3551 103/2034 [>.............................] - ETA: 15:31 - loss: 144.1956 - logits_profile_predictions_loss: 143.5207 - logcount_predictions_loss: 0.3552 104/2034 [>.............................] - ETA: 15:30 - loss: 144.1926 - logits_profile_predictions_loss: 143.5176 - logcount_predictions_loss: 0.3552 105/2034 [>.............................] - ETA: 15:30 - loss: 144.1887 - logits_profile_predictions_loss: 143.5136 - logcount_predictions_loss: 0.3553 106/2034 [>.............................] - ETA: 15:29 - loss: 144.1832 - logits_profile_predictions_loss: 143.5080 - logcount_predictions_loss: 0.3554 107/2034 [>.............................] - ETA: 15:29 - loss: 144.1779 - logits_profile_predictions_loss: 143.5026 - logcount_predictions_loss: 0.3554 108/2034 [>.............................] - ETA: 15:28 - loss: 144.1706 - logits_profile_predictions_loss: 143.4953 - logcount_predictions_loss: 0.3554 109/2034 [>.............................] - ETA: 15:28 - loss: 144.1649 - logits_profile_predictions_loss: 143.4895 - logcount_predictions_loss: 0.3555 110/2034 [>.............................] - ETA: 15:27 - loss: 144.1584 - logits_profile_predictions_loss: 143.4830 - logcount_predictions_loss: 0.3555 111/2034 [>.............................] - ETA: 15:27 - loss: 144.1497 - logits_profile_predictions_loss: 143.4743 - logcount_predictions_loss: 0.3555 112/2034 [>.............................] - ETA: 15:26 - loss: 144.1408 - logits_profile_predictions_loss: 143.4653 - logcount_predictions_loss: 0.3555 113/2034 [>.............................] - ETA: 15:26 - loss: 144.1314 - logits_profile_predictions_loss: 143.4559 - logcount_predictions_loss: 0.3555 114/2034 [>.............................] - ETA: 15:25 - loss: 144.1242 - logits_profile_predictions_loss: 143.4487 - logcount_predictions_loss: 0.3556 115/2034 [>.............................] - ETA: 15:25 - loss: 144.1178 - logits_profile_predictions_loss: 143.4422 - logcount_predictions_loss: 0.3556 116/2034 [>.............................] - ETA: 15:24 - loss: 144.1111 - logits_profile_predictions_loss: 143.4355 - logcount_predictions_loss: 0.3556 117/2034 [>.............................] - ETA: 15:24 - loss: 144.1059 - logits_profile_predictions_loss: 143.4302 - logcount_predictions_loss: 0.3556 118/2034 [>.............................] - ETA: 15:23 - loss: 144.0990 - logits_profile_predictions_loss: 143.4233 - logcount_predictions_loss: 0.3556 119/2034 [>.............................] - ETA: 15:23 - loss: 144.0913 - logits_profile_predictions_loss: 143.4155 - logcount_predictions_loss: 0.3556 120/2034 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[===>..........................] - ETA: 14:08 - loss: 143.3892 - logits_profile_predictions_loss: 142.7130 - logcount_predictions_loss: 0.3559 277/2034 [===>..........................] - ETA: 14:07 - loss: 143.3870 - logits_profile_predictions_loss: 142.7108 - logcount_predictions_loss: 0.3559 278/2034 [===>..........................] - ETA: 14:07 - loss: 143.3845 - logits_profile_predictions_loss: 142.7083 - logcount_predictions_loss: 0.3559 279/2034 [===>..........................] - ETA: 14:06 - loss: 143.3826 - logits_profile_predictions_loss: 142.7064 - logcount_predictions_loss: 0.3559 280/2034 [===>..........................] - ETA: 14:06 - loss: 143.3804 - logits_profile_predictions_loss: 142.7042 - logcount_predictions_loss: 0.3559 281/2034 [===>..........................] - ETA: 14:05 - loss: 143.3784 - logits_profile_predictions_loss: 142.7022 - logcount_predictions_loss: 0.3559 282/2034 [===>..........................] - ETA: 14:05 - loss: 143.3765 - logits_profile_predictions_loss: 142.7002 - logcount_predictions_loss: 0.3559 283/2034 [===>..........................] - ETA: 14:04 - loss: 143.3741 - logits_profile_predictions_loss: 142.6978 - logcount_predictions_loss: 0.3559 284/2034 [===>..........................] - ETA: 14:04 - loss: 143.3717 - logits_profile_predictions_loss: 142.6955 - logcount_predictions_loss: 0.3559 285/2034 [===>..........................] - ETA: 14:03 - loss: 143.3693 - logits_profile_predictions_loss: 142.6931 - logcount_predictions_loss: 0.3559 286/2034 [===>..........................] - ETA: 14:03 - loss: 143.3669 - logits_profile_predictions_loss: 142.6906 - logcount_predictions_loss: 0.3559 287/2034 [===>..........................] - ETA: 14:02 - loss: 143.3646 - logits_profile_predictions_loss: 142.6883 - logcount_predictions_loss: 0.3559 288/2034 [===>..........................] - ETA: 14:02 - loss: 143.3624 - logits_profile_predictions_loss: 142.6861 - logcount_predictions_loss: 0.3559 289/2034 [===>..........................] - ETA: 14:01 - loss: 143.3600 - logits_profile_predictions_loss: 142.6837 - logcount_predictions_loss: 0.3560 290/2034 [===>..........................] - ETA: 14:01 - loss: 143.3578 - logits_profile_predictions_loss: 142.6814 - logcount_predictions_loss: 0.3560 291/2034 [===>..........................] - ETA: 14:00 - loss: 143.3556 - logits_profile_predictions_loss: 142.6792 - logcount_predictions_loss: 0.3560 292/2034 [===>..........................] - ETA: 14:00 - loss: 143.3534 - logits_profile_predictions_loss: 142.6770 - logcount_predictions_loss: 0.3560 293/2034 [===>..........................] - ETA: 13:59 - loss: 143.3511 - logits_profile_predictions_loss: 142.6747 - logcount_predictions_loss: 0.3560 294/2034 [===>..........................] - ETA: 13:59 - loss: 143.3489 - logits_profile_predictions_loss: 142.6726 - logcount_predictions_loss: 0.3560 295/2034 [===>..........................] - ETA: 13:58 - loss: 143.3472 - logits_profile_predictions_loss: 142.6709 - logcount_predictions_loss: 0.3560 296/2034 [===>..........................] - ETA: 13:58 - loss: 143.3454 - logits_profile_predictions_loss: 142.6690 - logcount_predictions_loss: 0.3560 297/2034 [===>..........................] - ETA: 13:57 - loss: 143.3435 - logits_profile_predictions_loss: 142.6671 - logcount_predictions_loss: 0.3560 298/2034 [===>..........................] - ETA: 13:57 - loss: 143.3414 - logits_profile_predictions_loss: 142.6650 - logcount_predictions_loss: 0.3560 299/2034 [===>..........................] - ETA: 13:56 - loss: 143.3393 - logits_profile_predictions_loss: 142.6628 - logcount_predictions_loss: 0.3560 300/2034 [===>..........................] - ETA: 13:56 - loss: 143.3371 - logits_profile_predictions_loss: 142.6606 - logcount_predictions_loss: 0.3560 301/2034 [===>..........................] - ETA: 13:56 - loss: 143.3350 - logits_profile_predictions_loss: 142.6586 - logcount_predictions_loss: 0.3560 302/2034 [===>..........................] - ETA: 13:55 - loss: 143.3329 - logits_profile_predictions_loss: 142.6564 - logcount_predictions_loss: 0.3560 303/2034 [===>..........................] - ETA: 13:55 - loss: 143.3309 - logits_profile_predictions_loss: 142.6544 - logcount_predictions_loss: 0.3560 304/2034 [===>..........................] - ETA: 13:54 - loss: 143.3288 - logits_profile_predictions_loss: 142.6524 - logcount_predictions_loss: 0.3560 305/2034 [===>..........................] - ETA: 13:54 - loss: 143.3267 - logits_profile_predictions_loss: 142.6502 - logcount_predictions_loss: 0.3560 306/2034 [===>..........................] - ETA: 13:53 - loss: 143.3245 - logits_profile_predictions_loss: 142.6480 - logcount_predictions_loss: 0.3560 307/2034 [===>..........................] - ETA: 13:53 - loss: 143.3224 - logits_profile_predictions_loss: 142.6459 - logcount_predictions_loss: 0.3560 308/2034 [===>..........................] - ETA: 13:52 - loss: 143.3205 - logits_profile_predictions_loss: 142.6440 - logcount_predictions_loss: 0.3560 309/2034 [===>..........................] - ETA: 13:52 - loss: 143.3185 - logits_profile_predictions_loss: 142.6420 - logcount_predictions_loss: 0.3560 310/2034 [===>..........................] - ETA: 13:51 - loss: 143.3167 - logits_profile_predictions_loss: 142.6402 - logcount_predictions_loss: 0.3560 311/2034 [===>..........................] - ETA: 13:51 - loss: 143.3153 - logits_profile_predictions_loss: 142.6388 - logcount_predictions_loss: 0.3560 312/2034 [===>..........................] - ETA: 13:50 - loss: 143.3136 - logits_profile_predictions_loss: 142.6371 - logcount_predictions_loss: 0.3560 313/2034 [===>..........................] - ETA: 13:50 - loss: 143.3119 - logits_profile_predictions_loss: 142.6354 - logcount_predictions_loss: 0.3560 314/2034 [===>..........................] - ETA: 13:49 - loss: 143.3106 - logits_profile_predictions_loss: 142.6342 - logcount_predictions_loss: 0.3560 315/2034 [===>..........................] - ETA: 13:49 - loss: 143.3095 - logits_profile_predictions_loss: 142.6330 - logcount_predictions_loss: 0.3560 316/2034 [===>..........................] - ETA: 13:48 - loss: 143.3080 - logits_profile_predictions_loss: 142.6315 - logcount_predictions_loss: 0.3560 317/2034 [===>..........................] - ETA: 13:48 - loss: 143.3064 - logits_profile_predictions_loss: 142.6299 - logcount_predictions_loss: 0.3560 318/2034 [===>..........................] - ETA: 13:47 - loss: 143.3048 - logits_profile_predictions_loss: 142.6283 - logcount_predictions_loss: 0.3560 319/2034 [===>..........................] - ETA: 13:47 - loss: 143.3035 - logits_profile_predictions_loss: 142.6270 - logcount_predictions_loss: 0.3560 320/2034 [===>..........................] - ETA: 13:46 - loss: 143.3021 - logits_profile_predictions_loss: 142.6257 - logcount_predictions_loss: 0.3560 321/2034 [===>..........................] - ETA: 13:46 - loss: 143.3006 - logits_profile_predictions_loss: 142.6241 - logcount_predictions_loss: 0.3560 322/2034 [===>..........................] - ETA: 13:45 - loss: 143.2990 - logits_profile_predictions_loss: 142.6225 - logcount_predictions_loss: 0.3560 323/2034 [===>..........................] - ETA: 13:45 - loss: 143.2972 - logits_profile_predictions_loss: 142.6208 - logcount_predictions_loss: 0.3560 324/2034 [===>..........................] - ETA: 13:44 - loss: 143.2956 - logits_profile_predictions_loss: 142.6192 - logcount_predictions_loss: 0.3560 325/2034 [===>..........................] - ETA: 13:44 - loss: 143.2942 - logits_profile_predictions_loss: 142.6178 - logcount_predictions_loss: 0.3560 326/2034 [===>..........................] - ETA: 13:44 - loss: 143.2927 - logits_profile_predictions_loss: 142.6163 - logcount_predictions_loss: 0.3560 327/2034 [===>..........................] - ETA: 13:43 - loss: 143.2916 - logits_profile_predictions_loss: 142.6152 - logcount_predictions_loss: 0.3560 328/2034 [===>..........................] - ETA: 13:43 - loss: 143.2904 - logits_profile_predictions_loss: 142.6140 - logcount_predictions_loss: 0.3560 329/2034 [===>..........................] - ETA: 13:42 - loss: 143.2892 - logits_profile_predictions_loss: 142.6128 - logcount_predictions_loss: 0.3560 330/2034 [===>..........................] - ETA: 13:42 - loss: 143.2880 - logits_profile_predictions_loss: 142.6116 - logcount_predictions_loss: 0.3560 331/2034 [===>..........................] - ETA: 13:41 - loss: 143.2870 - logits_profile_predictions_loss: 142.6106 - logcount_predictions_loss: 0.3560 332/2034 [===>..........................] - ETA: 13:41 - loss: 143.2862 - logits_profile_predictions_loss: 142.6098 - logcount_predictions_loss: 0.3560 333/2034 [===>..........................] - ETA: 13:40 - loss: 143.2854 - logits_profile_predictions_loss: 142.6091 - logcount_predictions_loss: 0.3560 334/2034 [===>..........................] - ETA: 13:40 - loss: 143.2848 - 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[====>.........................] - ETA: 13:36 - loss: 143.2814 - logits_profile_predictions_loss: 142.6051 - logcount_predictions_loss: 0.3559 342/2034 [====>.........................] - ETA: 13:36 - loss: 143.2807 - logits_profile_predictions_loss: 142.6044 - logcount_predictions_loss: 0.3559 343/2034 [====>.........................] - ETA: 13:35 - loss: 143.2797 - logits_profile_predictions_loss: 142.6034 - logcount_predictions_loss: 0.3559 344/2034 [====>.........................] - ETA: 13:35 - loss: 143.2785 - logits_profile_predictions_loss: 142.6022 - logcount_predictions_loss: 0.3559 345/2034 [====>.........................] - ETA: 13:34 - loss: 143.2771 - logits_profile_predictions_loss: 142.6008 - logcount_predictions_loss: 0.3559 346/2034 [====>.........................] - ETA: 13:34 - loss: 143.2757 - logits_profile_predictions_loss: 142.5994 - logcount_predictions_loss: 0.3559 347/2034 [====>.........................] - ETA: 13:33 - loss: 143.2743 - logits_profile_predictions_loss: 142.5980 - logcount_predictions_loss: 0.3559 348/2034 [====>.........................] - ETA: 13:33 - loss: 143.2728 - logits_profile_predictions_loss: 142.5965 - logcount_predictions_loss: 0.3559 349/2034 [====>.........................] - ETA: 13:32 - loss: 143.2715 - logits_profile_predictions_loss: 142.5952 - logcount_predictions_loss: 0.3559 350/2034 [====>.........................] - ETA: 13:32 - loss: 143.2703 - logits_profile_predictions_loss: 142.5940 - logcount_predictions_loss: 0.3559 351/2034 [====>.........................] - ETA: 13:31 - loss: 143.2690 - logits_profile_predictions_loss: 142.5927 - logcount_predictions_loss: 0.3559 352/2034 [====>.........................] - ETA: 13:31 - loss: 143.2675 - logits_profile_predictions_loss: 142.5913 - logcount_predictions_loss: 0.3559 353/2034 [====>.........................] - ETA: 13:30 - loss: 143.2662 - logits_profile_predictions_loss: 142.5899 - logcount_predictions_loss: 0.3559 354/2034 [====>.........................] - ETA: 13:30 - loss: 143.2649 - logits_profile_predictions_loss: 142.5886 - logcount_predictions_loss: 0.3559 355/2034 [====>.........................] - ETA: 13:29 - loss: 143.2636 - logits_profile_predictions_loss: 142.5873 - logcount_predictions_loss: 0.3559 356/2034 [====>.........................] - ETA: 13:29 - loss: 143.2624 - logits_profile_predictions_loss: 142.5861 - logcount_predictions_loss: 0.3559 357/2034 [====>.........................] - ETA: 13:29 - loss: 143.2611 - logits_profile_predictions_loss: 142.5848 - logcount_predictions_loss: 0.3559 358/2034 [====>.........................] - ETA: 13:28 - loss: 143.2598 - logits_profile_predictions_loss: 142.5835 - logcount_predictions_loss: 0.3559 359/2034 [====>.........................] - ETA: 13:28 - loss: 143.2585 - logits_profile_predictions_loss: 142.5822 - logcount_predictions_loss: 0.3559 360/2034 [====>.........................] - ETA: 13:27 - loss: 143.2572 - logits_profile_predictions_loss: 142.5810 - logcount_predictions_loss: 0.3559 361/2034 [====>.........................] - ETA: 13:27 - loss: 143.2562 - logits_profile_predictions_loss: 142.5799 - logcount_predictions_loss: 0.3559 362/2034 [====>.........................] - ETA: 13:26 - loss: 143.2552 - logits_profile_predictions_loss: 142.5789 - logcount_predictions_loss: 0.3559 363/2034 [====>.........................] - ETA: 13:26 - loss: 143.2541 - logits_profile_predictions_loss: 142.5778 - logcount_predictions_loss: 0.3559 364/2034 [====>.........................] - ETA: 13:25 - loss: 143.2529 - logits_profile_predictions_loss: 142.5767 - logcount_predictions_loss: 0.3559 365/2034 [====>.........................] - ETA: 13:25 - loss: 143.2520 - logits_profile_predictions_loss: 142.5758 - logcount_predictions_loss: 0.3559 366/2034 [====>.........................] - ETA: 13:24 - loss: 143.2511 - logits_profile_predictions_loss: 142.5748 - logcount_predictions_loss: 0.3559 367/2034 [====>.........................] - ETA: 13:24 - loss: 143.2500 - logits_profile_predictions_loss: 142.5737 - logcount_predictions_loss: 0.3559 368/2034 [====>.........................] - ETA: 13:23 - loss: 143.2489 - logits_profile_predictions_loss: 142.5727 - logcount_predictions_loss: 0.3559 369/2034 [====>.........................] - ETA: 13:23 - loss: 143.2478 - logits_profile_predictions_loss: 142.5716 - logcount_predictions_loss: 0.3559 370/2034 [====>.........................] - ETA: 13:22 - loss: 143.2466 - logits_profile_predictions_loss: 142.5703 - logcount_predictions_loss: 0.3559 371/2034 [====>.........................] - ETA: 13:22 - loss: 143.2455 - logits_profile_predictions_loss: 142.5693 - logcount_predictions_loss: 0.3559 372/2034 [====>.........................] - ETA: 13:21 - loss: 143.2447 - logits_profile_predictions_loss: 142.5684 - logcount_predictions_loss: 0.3559 373/2034 [====>.........................] - ETA: 13:21 - loss: 143.2440 - logits_profile_predictions_loss: 142.5677 - logcount_predictions_loss: 0.3559 374/2034 [====>.........................] - ETA: 13:20 - loss: 143.2435 - logits_profile_predictions_loss: 142.5672 - logcount_predictions_loss: 0.3559 375/2034 [====>.........................] - ETA: 13:20 - loss: 143.2428 - logits_profile_predictions_loss: 142.5666 - logcount_predictions_loss: 0.3559 376/2034 [====>.........................] - ETA: 13:19 - loss: 143.2425 - logits_profile_predictions_loss: 142.5662 - logcount_predictions_loss: 0.3559 377/2034 [====>.........................] - ETA: 13:19 - loss: 143.2420 - logits_profile_predictions_loss: 142.5658 - logcount_predictions_loss: 0.3559 378/2034 [====>.........................] - ETA: 13:18 - loss: 143.2413 - logits_profile_predictions_loss: 142.5651 - logcount_predictions_loss: 0.3559 379/2034 [====>.........................] - ETA: 13:18 - loss: 143.2407 - logits_profile_predictions_loss: 142.5644 - logcount_predictions_loss: 0.3559 380/2034 [====>.........................] - ETA: 13:17 - loss: 143.2400 - logits_profile_predictions_loss: 142.5638 - logcount_predictions_loss: 0.3559 381/2034 [====>.........................] - ETA: 13:17 - loss: 143.2392 - logits_profile_predictions_loss: 142.5630 - logcount_predictions_loss: 0.3559 382/2034 [====>.........................] - ETA: 13:16 - loss: 143.2384 - logits_profile_predictions_loss: 142.5622 - logcount_predictions_loss: 0.3559 383/2034 [====>.........................] - ETA: 13:16 - loss: 143.2377 - logits_profile_predictions_loss: 142.5615 - logcount_predictions_loss: 0.3559 384/2034 [====>.........................] - ETA: 13:15 - loss: 143.2370 - logits_profile_predictions_loss: 142.5607 - logcount_predictions_loss: 0.3559 385/2034 [====>.........................] - ETA: 13:15 - loss: 143.2362 - logits_profile_predictions_loss: 142.5599 - logcount_predictions_loss: 0.3559 386/2034 [====>.........................] - ETA: 13:15 - loss: 143.2355 - logits_profile_predictions_loss: 142.5593 - logcount_predictions_loss: 0.3559 387/2034 [====>.........................] - ETA: 13:14 - loss: 143.2349 - logits_profile_predictions_loss: 142.5587 - logcount_predictions_loss: 0.3559 388/2034 [====>.........................] - ETA: 13:14 - loss: 143.2343 - logits_profile_predictions_loss: 142.5581 - logcount_predictions_loss: 0.3559 389/2034 [====>.........................] - ETA: 13:13 - loss: 143.2335 - logits_profile_predictions_loss: 142.5573 - logcount_predictions_loss: 0.3559 390/2034 [====>.........................] - ETA: 13:12 - loss: 143.2329 - logits_profile_predictions_loss: 142.5567 - logcount_predictions_loss: 0.3559 391/2034 [====>.........................] - ETA: 13:12 - loss: 143.2322 - logits_profile_predictions_loss: 142.5560 - logcount_predictions_loss: 0.3559 392/2034 [====>.........................] - ETA: 13:11 - loss: 143.2314 - logits_profile_predictions_loss: 142.5552 - logcount_predictions_loss: 0.3559 393/2034 [====>.........................] - ETA: 13:11 - loss: 143.2306 - logits_profile_predictions_loss: 142.5543 - logcount_predictions_loss: 0.3559 394/2034 [====>.........................] - ETA: 13:10 - loss: 143.2297 - logits_profile_predictions_loss: 142.5535 - logcount_predictions_loss: 0.3559 395/2034 [====>.........................] - ETA: 13:10 - loss: 143.2290 - logits_profile_predictions_loss: 142.5528 - logcount_predictions_loss: 0.3559 396/2034 [====>.........................] - ETA: 13:09 - loss: 143.2283 - logits_profile_predictions_loss: 142.5521 - logcount_predictions_loss: 0.3559 397/2034 [====>.........................] - ETA: 13:09 - loss: 143.2277 - logits_profile_predictions_loss: 142.5515 - logcount_predictions_loss: 0.3559 398/2034 [====>.........................] - ETA: 13:08 - loss: 143.2270 - logits_profile_predictions_loss: 142.5509 - logcount_predictions_loss: 0.3559 399/2034 [====>.........................] - ETA: 13:08 - loss: 143.2263 - 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[=====>........................] - ETA: 12:39 - loss: 143.1837 - logits_profile_predictions_loss: 142.5075 - logcount_predictions_loss: 0.3559 459/2034 [=====>........................] - ETA: 12:39 - loss: 143.1823 - logits_profile_predictions_loss: 142.5061 - logcount_predictions_loss: 0.3559 460/2034 [=====>........................] - ETA: 12:38 - loss: 143.1810 - logits_profile_predictions_loss: 142.5047 - logcount_predictions_loss: 0.3559 461/2034 [=====>........................] - ETA: 12:38 - loss: 143.1796 - logits_profile_predictions_loss: 142.5034 - logcount_predictions_loss: 0.3559 462/2034 [=====>........................] - ETA: 12:37 - loss: 143.1783 - logits_profile_predictions_loss: 142.5021 - logcount_predictions_loss: 0.3559 463/2034 [=====>........................] - ETA: 12:37 - loss: 143.1770 - logits_profile_predictions_loss: 142.5007 - logcount_predictions_loss: 0.3559 464/2034 [=====>........................] - ETA: 12:36 - loss: 143.1757 - 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[=====>........................] - ETA: 12:33 - loss: 143.1677 - logits_profile_predictions_loss: 142.4914 - logcount_predictions_loss: 0.3559 472/2034 [=====>........................] - ETA: 12:33 - loss: 143.1664 - logits_profile_predictions_loss: 142.4901 - logcount_predictions_loss: 0.3560 473/2034 [=====>........................] - ETA: 12:32 - loss: 143.1652 - logits_profile_predictions_loss: 142.4889 - logcount_predictions_loss: 0.3560 474/2034 [=====>........................] - ETA: 12:32 - loss: 143.1640 - logits_profile_predictions_loss: 142.4877 - logcount_predictions_loss: 0.3560 475/2034 [======>.......................] - ETA: 12:31 - loss: 143.1631 - logits_profile_predictions_loss: 142.4868 - logcount_predictions_loss: 0.3560 476/2034 [======>.......................] - ETA: 12:31 - loss: 143.1622 - logits_profile_predictions_loss: 142.4859 - logcount_predictions_loss: 0.3560 477/2034 [======>.......................] - ETA: 12:30 - loss: 143.1615 - 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[===========================>..] - ETA: 51s - loss: 142.9793 - logits_profile_predictions_loss: 142.2970 - logcount_predictions_loss: 0.3591 1928/2034 [===========================>..] - ETA: 51s - loss: 142.9793 - logits_profile_predictions_loss: 142.2970 - logcount_predictions_loss: 0.3591 1929/2034 [===========================>..] - ETA: 50s - loss: 142.9792 - logits_profile_predictions_loss: 142.2969 - logcount_predictions_loss: 0.3591 1930/2034 [===========================>..] - ETA: 50s - loss: 142.9791 - logits_profile_predictions_loss: 142.2968 - logcount_predictions_loss: 0.3591 1931/2034 [===========================>..] - ETA: 49s - loss: 142.9791 - logits_profile_predictions_loss: 142.2968 - logcount_predictions_loss: 0.3591 1932/2034 [===========================>..] - ETA: 49s - loss: 142.9790 - logits_profile_predictions_loss: 142.2967 - logcount_predictions_loss: 0.3591 1933/2034 [===========================>..] - ETA: 48s - loss: 142.9790 - logits_profile_predictions_loss: 142.2967 - logcount_predictions_loss: 0.3591 1934/2034 [===========================>..] - ETA: 48s - loss: 142.9789 - logits_profile_predictions_loss: 142.2966 - logcount_predictions_loss: 0.3591 1935/2034 [===========================>..] - ETA: 47s - loss: 142.9789 - logits_profile_predictions_loss: 142.2966 - logcount_predictions_loss: 0.3591 1936/2034 [===========================>..] - ETA: 47s - loss: 142.9788 - logits_profile_predictions_loss: 142.2965 - logcount_predictions_loss: 0.3591 1937/2034 [===========================>..] - ETA: 46s - loss: 142.9788 - logits_profile_predictions_loss: 142.2964 - logcount_predictions_loss: 0.3591 1938/2034 [===========================>..] - ETA: 46s - loss: 142.9787 - logits_profile_predictions_loss: 142.2964 - logcount_predictions_loss: 0.3591 1939/2034 [===========================>..] - ETA: 45s - loss: 142.9786 - logits_profile_predictions_loss: 142.2963 - logcount_predictions_loss: 0.3591 1940/2034 [===========================>..] - ETA: 45s - loss: 142.9785 - logits_profile_predictions_loss: 142.2962 - logcount_predictions_loss: 0.3591 1941/2034 [===========================>..] - ETA: 44s - loss: 142.9785 - logits_profile_predictions_loss: 142.2961 - logcount_predictions_loss: 0.3591 1942/2034 [===========================>..] - ETA: 44s - loss: 142.9784 - logits_profile_predictions_loss: 142.2961 - logcount_predictions_loss: 0.3591 1943/2034 [===========================>..] - ETA: 43s - loss: 142.9783 - logits_profile_predictions_loss: 142.2960 - logcount_predictions_loss: 0.3591 1944/2034 [===========================>..] - ETA: 43s - loss: 142.9782 - logits_profile_predictions_loss: 142.2959 - logcount_predictions_loss: 0.3591 1945/2034 [===========================>..] - ETA: 42s - loss: 142.9782 - logits_profile_predictions_loss: 142.2959 - logcount_predictions_loss: 0.3591 1946/2034 [===========================>..] - ETA: 42s - loss: 142.9781 - 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[===========================>..] - ETA: 39s - loss: 142.9777 - logits_profile_predictions_loss: 142.2953 - logcount_predictions_loss: 0.3591 1954/2034 [===========================>..] - ETA: 38s - loss: 142.9776 - logits_profile_predictions_loss: 142.2953 - logcount_predictions_loss: 0.3591 1955/2034 [===========================>..] - ETA: 38s - loss: 142.9775 - logits_profile_predictions_loss: 142.2952 - logcount_predictions_loss: 0.3591 1956/2034 [===========================>..] - ETA: 37s - loss: 142.9774 - logits_profile_predictions_loss: 142.2951 - logcount_predictions_loss: 0.3591 1957/2034 [===========================>..] - ETA: 37s - loss: 142.9774 - logits_profile_predictions_loss: 142.2951 - logcount_predictions_loss: 0.3591 1958/2034 [===========================>..] - ETA: 36s - loss: 142.9773 - logits_profile_predictions_loss: 142.2950 - logcount_predictions_loss: 0.3591 1959/2034 [===========================>..] - ETA: 36s - loss: 142.9772 - logits_profile_predictions_loss: 142.2949 - logcount_predictions_loss: 0.3591 1960/2034 [===========================>..] - ETA: 35s - loss: 142.9771 - logits_profile_predictions_loss: 142.2948 - logcount_predictions_loss: 0.3591 1961/2034 [===========================>..] - ETA: 35s - loss: 142.9770 - logits_profile_predictions_loss: 142.2947 - logcount_predictions_loss: 0.3591 1962/2034 [===========================>..] - ETA: 34s - loss: 142.9770 - logits_profile_predictions_loss: 142.2947 - logcount_predictions_loss: 0.3591 1963/2034 [===========================>..] - ETA: 34s - loss: 142.9769 - logits_profile_predictions_loss: 142.2946 - logcount_predictions_loss: 0.3591 1964/2034 [===========================>..] - ETA: 33s - loss: 142.9768 - logits_profile_predictions_loss: 142.2945 - logcount_predictions_loss: 0.3591 1965/2034 [===========================>..] - ETA: 33s - loss: 142.9767 - logits_profile_predictions_loss: 142.2944 - logcount_predictions_loss: 0.3591 1966/2034 [===========================>..] - ETA: 32s - loss: 142.9766 - logits_profile_predictions_loss: 142.2943 - logcount_predictions_loss: 0.3591 1967/2034 [============================>.] - ETA: 32s - loss: 142.9766 - logits_profile_predictions_loss: 142.2942 - logcount_predictions_loss: 0.3591 1968/2034 [============================>.] - ETA: 31s - loss: 142.9765 - logits_profile_predictions_loss: 142.2942 - logcount_predictions_loss: 0.3591 1969/2034 [============================>.] - ETA: 31s - loss: 142.9764 - logits_profile_predictions_loss: 142.2941 - logcount_predictions_loss: 0.3591 1970/2034 [============================>.] - ETA: 30s - loss: 142.9763 - logits_profile_predictions_loss: 142.2940 - logcount_predictions_loss: 0.3591 1971/2034 [============================>.] - ETA: 30s - loss: 142.9762 - logits_profile_predictions_loss: 142.2939 - logcount_predictions_loss: 0.3591 1972/2034 [============================>.] - ETA: 29s - loss: 142.9762 - logits_profile_predictions_loss: 142.2939 - logcount_predictions_loss: 0.3591 1973/2034 [============================>.] - ETA: 29s - loss: 142.9761 - logits_profile_predictions_loss: 142.2938 - logcount_predictions_loss: 0.3591 1974/2034 [============================>.] - ETA: 28s - loss: 142.9760 - logits_profile_predictions_loss: 142.2937 - logcount_predictions_loss: 0.3591 1975/2034 [============================>.] - ETA: 28s - loss: 142.9760 - logits_profile_predictions_loss: 142.2937 - logcount_predictions_loss: 0.3591 1976/2034 [============================>.] - ETA: 27s - loss: 142.9759 - logits_profile_predictions_loss: 142.2936 - logcount_predictions_loss: 0.3591 1977/2034 [============================>.] - ETA: 27s - loss: 142.9758 - logits_profile_predictions_loss: 142.2935 - logcount_predictions_loss: 0.3591 1978/2034 [============================>.] - ETA: 27s - loss: 142.9758 - logits_profile_predictions_loss: 142.2934 - logcount_predictions_loss: 0.3591 1979/2034 [============================>.] - ETA: 26s - loss: 142.9757 - logits_profile_predictions_loss: 142.2934 - logcount_predictions_loss: 0.3591 1980/2034 [============================>.] - ETA: 26s - loss: 142.9756 - logits_profile_predictions_loss: 142.2933 - logcount_predictions_loss: 0.3591 1981/2034 [============================>.] - ETA: 25s - loss: 142.9755 - logits_profile_predictions_loss: 142.2932 - logcount_predictions_loss: 0.3591 1982/2034 [============================>.] - ETA: 25s - loss: 142.9755 - logits_profile_predictions_loss: 142.2932 - logcount_predictions_loss: 0.3591 1983/2034 [============================>.] - ETA: 24s - loss: 142.9754 - logits_profile_predictions_loss: 142.2931 - logcount_predictions_loss: 0.3591 1984/2034 [============================>.] - ETA: 24s - loss: 142.9753 - logits_profile_predictions_loss: 142.2930 - logcount_predictions_loss: 0.3591 1985/2034 [============================>.] - ETA: 23s - loss: 142.9753 - logits_profile_predictions_loss: 142.2930 - logcount_predictions_loss: 0.3591 1986/2034 [============================>.] - ETA: 23s - loss: 142.9752 - logits_profile_predictions_loss: 142.2929 - logcount_predictions_loss: 0.3591 1987/2034 [============================>.] - ETA: 22s - loss: 142.9751 - logits_profile_predictions_loss: 142.2928 - logcount_predictions_loss: 0.3591 1988/2034 [============================>.] - ETA: 22s - loss: 142.9751 - logits_profile_predictions_loss: 142.2928 - logcount_predictions_loss: 0.3591 1989/2034 [============================>.] - ETA: 21s - loss: 142.9750 - logits_profile_predictions_loss: 142.2927 - logcount_predictions_loss: 0.3591 1990/2034 [============================>.] - ETA: 21s - loss: 142.9749 - logits_profile_predictions_loss: 142.2926 - logcount_predictions_loss: 0.3591 1991/2034 [============================>.] - ETA: 20s - loss: 142.9749 - logits_profile_predictions_loss: 142.2926 - logcount_predictions_loss: 0.3591 1992/2034 [============================>.] - ETA: 20s - loss: 142.9748 - logits_profile_predictions_loss: 142.2925 - logcount_predictions_loss: 0.3591 1993/2034 [============================>.] - ETA: 19s - loss: 142.9747 - logits_profile_predictions_loss: 142.2924 - logcount_predictions_loss: 0.3591 1994/2034 [============================>.] - ETA: 19s - loss: 142.9746 - logits_profile_predictions_loss: 142.2923 - logcount_predictions_loss: 0.3591 1995/2034 [============================>.] - ETA: 18s - loss: 142.9745 - logits_profile_predictions_loss: 142.2922 - logcount_predictions_loss: 0.3591 1996/2034 [============================>.] - ETA: 18s - loss: 142.9745 - logits_profile_predictions_loss: 142.2922 - logcount_predictions_loss: 0.3591 1997/2034 [============================>.] - ETA: 17s - loss: 142.9744 - logits_profile_predictions_loss: 142.2921 - logcount_predictions_loss: 0.3591 1998/2034 [============================>.] - ETA: 17s - loss: 142.9743 - logits_profile_predictions_loss: 142.2920 - logcount_predictions_loss: 0.3591 1999/2034 [============================>.] - ETA: 16s - loss: 142.9742 - logits_profile_predictions_loss: 142.2920 - logcount_predictions_loss: 0.3591 2000/2034 [============================>.] - ETA: 16s - loss: 142.9742 - logits_profile_predictions_loss: 142.2919 - logcount_predictions_loss: 0.3591 2001/2034 [============================>.] - ETA: 15s - loss: 142.9741 - logits_profile_predictions_loss: 142.2918 - logcount_predictions_loss: 0.3591 2002/2034 [============================>.] - ETA: 15s - loss: 142.9740 - logits_profile_predictions_loss: 142.2917 - logcount_predictions_loss: 0.3591 2003/2034 [============================>.] - ETA: 14s - loss: 142.9739 - logits_profile_predictions_loss: 142.2916 - logcount_predictions_loss: 0.3591 2004/2034 [============================>.] - ETA: 14s - loss: 142.9739 - logits_profile_predictions_loss: 142.2916 - logcount_predictions_loss: 0.3591 2005/2034 [============================>.] - ETA: 13s - loss: 142.9738 - logits_profile_predictions_loss: 142.2915 - logcount_predictions_loss: 0.3591 2006/2034 [============================>.] - ETA: 13s - loss: 142.9737 - logits_profile_predictions_loss: 142.2914 - logcount_predictions_loss: 0.3591 2007/2034 [============================>.] - ETA: 13s - loss: 142.9736 - logits_profile_predictions_loss: 142.2913 - logcount_predictions_loss: 0.3591 2008/2034 [============================>.] - ETA: 12s - loss: 142.9736 - logits_profile_predictions_loss: 142.2913 - logcount_predictions_loss: 0.3591 2009/2034 [============================>.] - ETA: 12s - loss: 142.9735 - logits_profile_predictions_loss: 142.2912 - logcount_predictions_loss: 0.3591 2010/2034 [============================>.] - ETA: 11s - loss: 142.9734 - logits_profile_predictions_loss: 142.2911 - logcount_predictions_loss: 0.3591 2011/2034 [============================>.] - ETA: 11s - loss: 142.9733 - logits_profile_predictions_loss: 142.2910 - logcount_predictions_loss: 0.3591 2012/2034 [============================>.] - ETA: 10s - loss: 142.9732 - logits_profile_predictions_loss: 142.2909 - logcount_predictions_loss: 0.3591 2013/2034 [============================>.] - ETA: 10s - loss: 142.9731 - logits_profile_predictions_loss: 142.2909 - logcount_predictions_loss: 0.3591 2014/2034 [============================>.] - ETA: 9s - loss: 142.9731 - logits_profile_predictions_loss: 142.2908 - logcount_predictions_loss: 0.3591  2015/2034 [============================>.] - ETA: 9s - loss: 142.9730 - logits_profile_predictions_loss: 142.2907 - logcount_predictions_loss: 0.3591 2016/2034 [============================>.] - ETA: 8s - loss: 142.9729 - logits_profile_predictions_loss: 142.2906 - logcount_predictions_loss: 0.3591 2017/2034 [============================>.] - ETA: 8s - loss: 142.9728 - logits_profile_predictions_loss: 142.2905 - logcount_predictions_loss: 0.3591 2018/2034 [============================>.] - ETA: 7s - loss: 142.9727 - logits_profile_predictions_loss: 142.2904 - logcount_predictions_loss: 0.3591 2019/2034 [============================>.] - ETA: 7s - loss: 142.9726 - logits_profile_predictions_loss: 142.2904 - logcount_predictions_loss: 0.3591 2020/2034 [============================>.] - ETA: 6s - loss: 142.9725 - logits_profile_predictions_loss: 142.2903 - logcount_predictions_loss: 0.3591 2021/2034 [============================>.] - ETA: 6s - loss: 142.9725 - logits_profile_predictions_loss: 142.2902 - logcount_predictions_loss: 0.3591 2022/2034 [============================>.] - ETA: 5s - loss: 142.9724 - logits_profile_predictions_loss: 142.2901 - logcount_predictions_loss: 0.3591 2023/2034 [============================>.] - ETA: 5s - loss: 142.9723 - logits_profile_predictions_loss: 142.2900 - logcount_predictions_loss: 0.3591 2024/2034 [============================>.] - ETA: 4s - loss: 142.9722 - logits_profile_predictions_loss: 142.2899 - logcount_predictions_loss: 0.3591 2025/2034 [============================>.] - ETA: 4s - loss: 142.9721 - logits_profile_predictions_loss: 142.2898 - logcount_predictions_loss: 0.3591 2026/2034 [============================>.] - ETA: 3s - loss: 142.9720 - logits_profile_predictions_loss: 142.2897 - logcount_predictions_loss: 0.3591 2027/2034 [============================>.] - ETA: 3s - loss: 142.9719 - logits_profile_predictions_loss: 142.2896 - logcount_predictions_loss: 0.3591 2028/2034 [============================>.] - ETA: 2s - loss: 142.9718 - logits_profile_predictions_loss: 142.2895 - logcount_predictions_loss: 0.3591 2029/2034 [============================>.] - ETA: 2s - loss: 142.9717 - logits_profile_predictions_loss: 142.2894 - logcount_predictions_loss: 0.3591 2030/2034 [============================>.] - ETA: 1s - loss: 142.9716 - logits_profile_predictions_loss: 142.2893 - logcount_predictions_loss: 0.3591 2031/2034 [============================>.] - ETA: 1s - loss: 142.9715 - logits_profile_predictions_loss: 142.2892 - logcount_predictions_loss: 0.3591 2032/2034 [============================>.] - ETA: 0s - loss: 142.9714 - logits_profile_predictions_loss: 142.2891 - logcount_predictions_loss: 0.3591 2033/2034 [============================>.] - ETA: 0s - loss: 142.9713 - logits_profile_predictions_loss: 142.2890 - logcount_predictions_loss: 0.3591 2034/2034 [==============================] - ETA: 0s - loss: 142.9712 - logits_profile_predictions_loss: 142.2889 - logcount_predictions_loss: 0.3591 2034/2034 [==============================] - 1018s 501ms/step - loss: 142.9711 - logits_profile_predictions_loss: 142.2888 - logcount_predictions_loss: 0.3591 - val_loss: 147.3024 - val_logits_profile_predictions_loss: 146.6420 - val_logcount_predictions_loss: 0.3476 + +Epoch 00010: val_loss did not improve from 146.04045 +Restoring model weights from the end of the best epoch. +Epoch 00010: early stopping +save model +save model without bias +2022-03-01_20-23-17: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//preprocessing/bigWigs/ENCSR050VTC.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(37207, 10) +loading nonpeaks... +got split:test for bed regions:(37207, 10) +0/291 +100/291 +200/291 +2022-03-01_20-29-54: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//preprocessing/bigWigs/ENCSR050VTC.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(37207, 10) +loading nonpeaks... +got split:test for bed regions:(37207, 10) +0/291 +100/291 +200/291 +2022-03-01_20-36-01: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//preprocessing/bigWigs/ENCSR050VTC.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(37207, 10) +loading nonpeaks... +got split:test for bed regions:(37207, 10) +0/291 +100/291 +200/291 +2022-03-01_20-39-19: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//footprints +2022-03-01_20-39-19: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/35 [..............................] - ETA: 5:00 3/35 [=>............................] - ETA: 20s  4/35 [==>...........................] - ETA: 26s 5/35 [===>..........................] - ETA: 28s 6/35 [====>.........................] - ETA: 29s 7/35 [=====>........................] - ETA: 29s 8/35 [=====>........................] - ETA: 29s 9/35 [======>.......................] - ETA: 28s 10/35 [=======>......................] - ETA: 28s 11/35 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[==============================] - ETA: 0s 35/35 [==============================] - 43s 1s/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 42s 3/35 [=>............................] - ETA: 40s 4/35 [==>...........................] - ETA: 39s 5/35 [===>..........................] - ETA: 38s 6/35 [====>.........................] - ETA: 36s 7/35 [=====>........................] - ETA: 35s 8/35 [=====>........................] - ETA: 34s 9/35 [======>.......................] - ETA: 33s 10/35 [=======>......................] - ETA: 31s 11/35 [========>.....................] - ETA: 30s 12/35 [=========>....................] - ETA: 29s 13/35 [==========>...................] - ETA: 28s 14/35 [===========>..................] - ETA: 26s 15/35 [===========>..................] - ETA: 25s 16/35 [============>.................] - ETA: 24s 17/35 [=============>................] - ETA: 22s 18/35 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[>.............................] - ETA: 42s 3/35 [=>............................] - ETA: 40s 4/35 [==>...........................] - ETA: 39s 5/35 [===>..........................] - ETA: 38s 6/35 [====>.........................] - ETA: 37s 7/35 [=====>........................] - ETA: 35s 8/35 [=====>........................] - ETA: 34s 9/35 [======>.......................] - ETA: 33s 10/35 [=======>......................] - ETA: 31s 11/35 [========>.....................] - ETA: 30s 12/35 [=========>....................] - ETA: 29s 13/35 [==========>...................] - ETA: 28s 14/35 [===========>..................] - ETA: 26s 15/35 [===========>..................] - ETA: 25s 16/35 [============>.................] - ETA: 24s 17/35 [=============>................] - ETA: 23s 18/35 [==============>...............] - ETA: 21s 19/35 [===============>..............] - ETA: 20s 20/35 [================>.............] - ETA: 19s 21/35 [=================>............] - ETA: 17s 22/35 [=================>............] - ETA: 16s 23/35 [==================>...........] - ETA: 15s 24/35 [===================>..........] - ETA: 14s 25/35 [====================>.........] - ETA: 12s 26/35 [=====================>........] - ETA: 11s 27/35 [======================>.......] - ETA: 10s 28/35 [=======================>......] - ETA: 8s  29/35 [=======================>......] - ETA: 7s 30/35 [========================>.....] - ETA: 6s 31/35 [=========================>....] - ETA: 5s 32/35 [==========================>...] - ETA: 3s 33/35 [===========================>..] - ETA: 2s 34/35 [============================>.] - ETA: 1s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 44s 1s/step +Saving marginal footprints +2022-03-01_20-42-50: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//footprints +2022-03-01_20-42-50: 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/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR050VTC//chrombppnet_model_encsr283tme_bias//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "functional_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/35 [..............................] - ETA: 1:48 3/35 [=>............................] - ETA: 1s  4/35 [==>...........................] - ETA: 2s 5/35 [===>..........................] - ETA: 2s 6/35 [====>.........................] - ETA: 2s 7/35 [=====>........................] - ETA: 2s 8/35 [=====>........................] - ETA: 2s 9/35 [======>.......................] - ETA: 2s 10/35 [=======>......................] - ETA: 2s 11/35 [========>.....................] - ETA: 2s 12/35 [=========>....................] - ETA: 2s 13/35 [==========>...................] - ETA: 2s 14/35 [===========>..................] - ETA: 1s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 1s 19/35 [===============>..............] - ETA: 1s 20/35 [================>.............] - ETA: 1s 21/35 [=================>............] - ETA: 1s 22/35 [=================>............] - ETA: 1s 23/35 [==================>...........] - ETA: 1s 24/35 [===================>..........] - ETA: 1s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 7s 101ms/step + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 3s 3/35 [=>............................] - ETA: 3s 4/35 [==>...........................] - ETA: 3s 5/35 [===>..........................] - ETA: 2s 6/35 [====>.........................] - ETA: 2s 7/35 [=====>........................] - ETA: 2s 8/35 [=====>........................] - ETA: 2s 9/35 [======>.......................] - ETA: 2s 10/35 [=======>......................] - ETA: 2s 11/35 [========>.....................] - ETA: 2s 12/35 [=========>....................] - ETA: 2s 13/35 [==========>...................] - ETA: 2s 14/35 [===========>..................] - ETA: 2s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 1s 19/35 [===============>..............] - ETA: 1s 20/35 [================>.............] - ETA: 1s 21/35 [=================>............] - ETA: 1s 22/35 [=================>............] - ETA: 1s 23/35 [==================>...........] - ETA: 1s 24/35 [===================>..........] - ETA: 1s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 3s 99ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 3s 3/35 [=>............................] - ETA: 3s 4/35 [==>...........................] - ETA: 3s 5/35 [===>..........................] - ETA: 2s 6/35 [====>.........................] - ETA: 2s 7/35 [=====>........................] - ETA: 2s 8/35 [=====>........................] - ETA: 2s 9/35 [======>.......................] - ETA: 2s 10/35 [=======>......................] - ETA: 2s 11/35 [========>.....................] - ETA: 2s 12/35 [=========>....................] - ETA: 2s 13/35 [==========>...................] - ETA: 2s 14/35 [===========>..................] - ETA: 2s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 1s 19/35 [===============>..............] - ETA: 1s 20/35 [================>.............] - ETA: 1s 21/35 [=================>............] - ETA: 1s 22/35 [=================>............] - ETA: 1s 23/35 [==================>...........] - ETA: 1s 24/35 [===================>..........] - ETA: 1s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 3s 99ms/step + 1/35 [..............................] - ETA: 0s 2/35 [>.............................] - ETA: 3s 3/35 [=>............................] - ETA: 3s 4/35 [==>...........................] - ETA: 3s 5/35 [===>..........................] - ETA: 2s 6/35 [====>.........................] - ETA: 2s 7/35 [=====>........................] - ETA: 2s 8/35 [=====>........................] - ETA: 2s 9/35 [======>.......................] - ETA: 2s 10/35 [=======>......................] - ETA: 2s 11/35 [========>.....................] - ETA: 2s 12/35 [=========>....................] - ETA: 2s 13/35 [==========>...................] - ETA: 2s 14/35 [===========>..................] - ETA: 2s 15/35 [===========>..................] - ETA: 1s 16/35 [============>.................] - ETA: 1s 17/35 [=============>................] - ETA: 1s 18/35 [==============>...............] - ETA: 1s 19/35 [===============>..............] - ETA: 1s 20/35 [================>.............] - ETA: 1s 21/35 [=================>............] - ETA: 1s 22/35 [=================>............] - ETA: 1s 23/35 [==================>...........] - ETA: 1s 24/35 [===================>..........] - ETA: 1s 25/35 [====================>.........] - ETA: 0s 26/35 [=====================>........] - ETA: 0s 27/35 [======================>.......] - ETA: 0s 28/35 [=======================>......] - ETA: 0s 29/35 [=======================>......] - ETA: 0s 30/35 [========================>.....] - ETA: 0s 31/35 [=========================>....] - ETA: 0s 32/35 [==========================>...] - ETA: 0s 33/35 [===========================>..] - ETA: 0s 34/35 [============================>.] - ETA: 0s 35/35 [==============================] - ETA: 0s 35/35 [==============================] - 3s 99ms/step +Saving marginal footprints