2022-10-17_06-09-48: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR656KLT//preprocessing/bigWigs/ENCSR656KLT.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR656KLT//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR656KLT//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 160189 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 160189 Number of peaks input: 39811 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 39811 Number of non peaks input: 160133 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 160133 Number of non peaks input: 39866 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 39866 Number of peaks after removing outliers: 158426 Number of nonpeaks after removing outliers: 141229 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ Predicting within adjust counts 1/4414 [..............................] - ETA: 8:40:21 12/4414 [..............................] - ETA: 20s  23/4414 [..............................] - ETA: 20s 34/4414 [..............................] - ETA: 20s 45/4414 [..............................] - ETA: 20s 57/4414 [..............................] - ETA: 20s 69/4414 [..............................] - ETA: 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4379/4414 [============================>.] - ETA: 0s 4391/4414 [============================>.] - ETA: 0s 4402/4414 [============================>.] - ETA: 0s 4413/4414 [============================>.] - ETA: 0s 4414/4414 [==============================] - 27s 5ms/step 2022-10-17_06-15-45: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR656KLT//preprocessing/bigWigs/ENCSR656KLT.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.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': '24.0', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(139959, 10) loading nonpeaks... got split:train for bed regions:(124841, 10) loading peaks... got split:valid for bed regions:(18467, 10) loading nonpeaks... got split:valid for bed regions:(16388, 10) Epoch 1/50 1/2406 [..............................] - ETA: 4:10:18 - loss: 1413.3551 - logits_profile_predictions_loss: 1280.7988 - logcount_predictions_loss: 5.5232 2/2406 [..............................] - ETA: 5:41 - loss: 6609.5403 - logits_profile_predictions_loss: 1233.7767 - logcount_predictions_loss: 223.9901  3/2406 [..............................] - ETA: 5:38 - loss: 7147.7968 - logits_profile_predictions_loss: 1190.9602 - logcount_predictions_loss: 248.2015 4/2406 [..............................] - ETA: 5:37 - loss: 6960.6729 - logits_profile_predictions_loss: 1151.7574 - logcount_predictions_loss: 242.0381 5/2406 [..............................] - ETA: 5:36 - loss: 6645.5757 - logits_profile_predictions_loss: 1134.2685 - logcount_predictions_loss: 229.6378 6/2406 [..............................] - ETA: 5:36 - loss: 6319.5335 - logits_profile_predictions_loss: 1122.8932 - logcount_predictions_loss: 216.5267 7/2406 [..............................] - ETA: 5:35 - loss: 6029.3000 - logits_profile_predictions_loss: 1127.9189 - logcount_predictions_loss: 204.2242 8/2406 [..............................] - ETA: 5:35 - loss: 5763.2147 - logits_profile_predictions_loss: 1130.3535 - logcount_predictions_loss: 193.0359 9/2406 [..............................] - ETA: 5:34 - loss: 5523.6644 - logits_profile_predictions_loss: 1132.0056 - logcount_predictions_loss: 182.9858 10/2406 [..............................] - ETA: 5:34 - loss: 5307.3606 - logits_profile_predictions_loss: 1132.1101 - logcount_predictions_loss: 173.9688 11/2406 [..............................] - ETA: 5:34 - loss: 5113.9279 - logits_profile_predictions_loss: 1133.0113 - logcount_predictions_loss: 165.8715 12/2406 [..............................] - ETA: 5:34 - loss: 4938.5502 - logits_profile_predictions_loss: 1132.8706 - logcount_predictions_loss: 158.5700 13/2406 [..............................] - ETA: 5:34 - loss: 4781.2247 - logits_profile_predictions_loss: 1134.0852 - logcount_predictions_loss: 151.9641 14/2406 [..............................] - ETA: 5:33 - loss: 4638.6258 - logits_profile_predictions_loss: 1135.5437 - logcount_predictions_loss: 145.9618 15/2406 [..............................] - ETA: 5:33 - loss: 4507.9507 - logits_profile_predictions_loss: 1136.4152 - logcount_predictions_loss: 140.4806 16/2406 [..............................] - ETA: 5:33 - loss: 4388.3686 - logits_profile_predictions_loss: 1137.3299 - logcount_predictions_loss: 135.4599 17/2406 [..............................] - ETA: 5:33 - loss: 4276.9590 - logits_profile_predictions_loss: 1136.9367 - logcount_predictions_loss: 130.8343 18/2406 [..............................] - ETA: 5:33 - loss: 4173.6526 - logits_profile_predictions_loss: 1136.1460 - logcount_predictions_loss: 126.5628 19/2406 [..............................] - ETA: 5:32 - loss: 4078.4181 - logits_profile_predictions_loss: 1135.7803 - logcount_predictions_loss: 122.6099 20/2406 [..............................] - ETA: 5:32 - loss: 3990.3890 - logits_profile_predictions_loss: 1135.8473 - logcount_predictions_loss: 118.9392 21/2406 [..............................] - ETA: 5:32 - loss: 3907.8938 - logits_profile_predictions_loss: 1135.4724 - logcount_predictions_loss: 115.5176 22/2406 [..............................] - ETA: 5:32 - loss: 3830.5387 - logits_profile_predictions_loss: 1134.8745 - logcount_predictions_loss: 112.3193 23/2406 [..............................] - ETA: 5:32 - loss: 3758.4844 - logits_profile_predictions_loss: 1134.6766 - logcount_predictions_loss: 109.3253 24/2406 [..............................] - ETA: 5:32 - loss: 3690.7172 - logits_profile_predictions_loss: 1134.3842 - logcount_predictions_loss: 106.5139 25/2406 [..............................] - ETA: 5:31 - loss: 3627.0332 - logits_profile_predictions_loss: 1134.1455 - logcount_predictions_loss: 103.8703 26/2406 [..............................] - ETA: 5:31 - loss: 3566.9882 - logits_profile_predictions_loss: 1133.9128 - logcount_predictions_loss: 101.3781 27/2406 [..............................] - ETA: 5:31 - loss: 3509.9080 - logits_profile_predictions_loss: 1133.3549 - logcount_predictions_loss: 99.0230  28/2406 [..............................] - ETA: 5:31 - loss: 3455.8169 - logits_profile_predictions_loss: 1132.7583 - logcount_predictions_loss: 96.7941 29/2406 [..............................] - ETA: 5:31 - loss: 3404.7018 - logits_profile_predictions_loss: 1132.3165 - logcount_predictions_loss: 94.6827 30/2406 [..............................] - ETA: 5:31 - loss: 3356.1660 - logits_profile_predictions_loss: 1131.8773 - logcount_predictions_loss: 92.6787 31/2406 [..............................] - ETA: 5:31 - loss: 3310.0544 - logits_profile_predictions_loss: 1131.4825 - logcount_predictions_loss: 90.7738 32/2406 [..............................] - ETA: 5:30 - loss: 3266.0245 - logits_profile_predictions_loss: 1130.9805 - logcount_predictions_loss: 88.9602 33/2406 [..............................] - ETA: 5:30 - loss: 3224.0930 - logits_profile_predictions_loss: 1130.5379 - logcount_predictions_loss: 87.2315 34/2406 [..............................] - ETA: 5:30 - loss: 3183.6836 - logits_profile_predictions_loss: 1129.7710 - logcount_predictions_loss: 85.5797 35/2406 [..............................] - ETA: 5:30 - loss: 3144.9061 - logits_profile_predictions_loss: 1128.8878 - logcount_predictions_loss: 84.0008 36/2406 [..............................] - ETA: 5:30 - loss: 3107.5798 - logits_profile_predictions_loss: 1127.8401 - logcount_predictions_loss: 82.4892 37/2406 [..............................] - ETA: 5:30 - loss: 3071.8327 - logits_profile_predictions_loss: 1126.8373 - logcount_predictions_loss: 81.0415 38/2406 [..............................] - ETA: 5:30 - loss: 3037.6107 - logits_profile_predictions_loss: 1125.9219 - logcount_predictions_loss: 79.6537 39/2406 [..............................] - ETA: 5:29 - loss: 3004.7219 - logits_profile_predictions_loss: 1124.9972 - logcount_predictions_loss: 78.3219 40/2406 [..............................] - ETA: 5:29 - loss: 2973.0778 - logits_profile_predictions_loss: 1124.0614 - logcount_predictions_loss: 77.0424 41/2406 [..............................] - ETA: 5:29 - loss: 2942.7084 - logits_profile_predictions_loss: 1123.2151 - logcount_predictions_loss: 75.8122 42/2406 [..............................] - ETA: 5:29 - loss: 2913.5067 - logits_profile_predictions_loss: 1122.4209 - logcount_predictions_loss: 74.6286 43/2406 [..............................] - ETA: 5:29 - loss: 2885.3432 - logits_profile_predictions_loss: 1121.6219 - logcount_predictions_loss: 73.4884 44/2406 [..............................] - ETA: 5:29 - loss: 2858.3065 - logits_profile_predictions_loss: 1120.9496 - logcount_predictions_loss: 72.3899 45/2406 [..............................] - ETA: 5:29 - loss: 2832.1859 - logits_profile_predictions_loss: 1120.2621 - logcount_predictions_loss: 71.3302 46/2406 [..............................] - ETA: 5:29 - loss: 2806.9488 - logits_profile_predictions_loss: 1119.5757 - logcount_predictions_loss: 70.3072 47/2406 [..............................] - ETA: 5:28 - loss: 2782.6169 - logits_profile_predictions_loss: 1118.9473 - logcount_predictions_loss: 69.3196 48/2406 [..............................] - ETA: 5:28 - loss: 2759.0690 - logits_profile_predictions_loss: 1118.3166 - logcount_predictions_loss: 68.3647 49/2406 [..............................] - ETA: 5:28 - loss: 2736.3499 - logits_profile_predictions_loss: 1117.7561 - logcount_predictions_loss: 67.4414 50/2406 [..............................] - ETA: 5:28 - loss: 2714.3228 - logits_profile_predictions_loss: 1117.1755 - logcount_predictions_loss: 66.5478 51/2406 [..............................] - ETA: 5:28 - loss: 2692.9224 - logits_profile_predictions_loss: 1116.5477 - logcount_predictions_loss: 65.6823 52/2406 [..............................] - ETA: 5:28 - loss: 2672.2360 - logits_profile_predictions_loss: 1115.9845 - logcount_predictions_loss: 64.8438 53/2406 [..............................] - ETA: 5:28 - loss: 2652.1190 - logits_profile_predictions_loss: 1115.3819 - logcount_predictions_loss: 64.0307 54/2406 [..............................] - ETA: 5:27 - loss: 2632.5960 - logits_profile_predictions_loss: 1114.7823 - logcount_predictions_loss: 63.2422 55/2406 [..............................] - ETA: 5:27 - loss: 2613.7339 - logits_profile_predictions_loss: 1114.2802 - logcount_predictions_loss: 62.4772 56/2406 [..............................] - ETA: 5:27 - loss: 2595.4298 - logits_profile_predictions_loss: 1113.7996 - logcount_predictions_loss: 61.7346 57/2406 [..............................] - ETA: 5:27 - loss: 2577.6469 - logits_profile_predictions_loss: 1113.3322 - logcount_predictions_loss: 61.0131 58/2406 [..............................] - ETA: 5:27 - loss: 2560.4329 - logits_profile_predictions_loss: 1112.9384 - logcount_predictions_loss: 60.3123 59/2406 [..............................] - ETA: 5:27 - loss: 2543.6944 - logits_profile_predictions_loss: 1112.5526 - logcount_predictions_loss: 59.6309 60/2406 [..............................] - ETA: 5:27 - loss: 2527.4531 - logits_profile_predictions_loss: 1112.2151 - logcount_predictions_loss: 58.9682 61/2406 [..............................] - ETA: 5:27 - loss: 2511.7627 - logits_profile_predictions_loss: 1111.9886 - logcount_predictions_loss: 58.3239 62/2406 [..............................] - ETA: 5:26 - loss: 2496.4437 - logits_profile_predictions_loss: 1111.7254 - logcount_predictions_loss: 57.6966 63/2406 [..............................] - ETA: 5:26 - loss: 2481.5811 - logits_profile_predictions_loss: 1111.5189 - logcount_predictions_loss: 57.0859 64/2406 [..............................] - ETA: 5:26 - loss: 2467.1112 - logits_profile_predictions_loss: 1111.3302 - logcount_predictions_loss: 56.4909 65/2406 [..............................] - ETA: 5:26 - loss: 2453.0042 - logits_profile_predictions_loss: 1111.1429 - logcount_predictions_loss: 55.9109 66/2406 [..............................] - ETA: 5:26 - loss: 2439.2729 - logits_profile_predictions_loss: 1110.9817 - logcount_predictions_loss: 55.3455 67/2406 [..............................] - ETA: 5:26 - loss: 2425.9714 - logits_profile_predictions_loss: 1110.9081 - logcount_predictions_loss: 54.7943 68/2406 [..............................] - ETA: 5:26 - loss: 2412.9717 - logits_profile_predictions_loss: 1110.8194 - logcount_predictions_loss: 54.2563 69/2406 [..............................] - ETA: 5:26 - loss: 2400.3023 - logits_profile_predictions_loss: 1110.7518 - logcount_predictions_loss: 53.7313 70/2406 [..............................] - ETA: 5:25 - loss: 2387.9543 - logits_profile_predictions_loss: 1110.7042 - logcount_predictions_loss: 53.2188 71/2406 [..............................] - ETA: 5:25 - loss: 2375.8472 - logits_profile_predictions_loss: 1110.6155 - logcount_predictions_loss: 52.7180 72/2406 [..............................] - ETA: 5:25 - loss: 2364.0157 - logits_profile_predictions_loss: 1110.5265 - logcount_predictions_loss: 52.2287 73/2406 [..............................] - ETA: 5:25 - loss: 2352.4659 - logits_profile_predictions_loss: 1110.4509 - logcount_predictions_loss: 51.7506 74/2406 [..............................] - ETA: 5:25 - loss: 2341.1989 - logits_profile_predictions_loss: 1110.3969 - logcount_predictions_loss: 51.2834 75/2406 [..............................] - ETA: 5:25 - loss: 2330.1267 - logits_profile_predictions_loss: 1110.2946 - logcount_predictions_loss: 50.8263 76/2406 [..............................] - ETA: 5:25 - loss: 2319.2538 - logits_profile_predictions_loss: 1110.1539 - logcount_predictions_loss: 50.3792 77/2406 [..............................] - ETA: 5:24 - loss: 2308.6181 - logits_profile_predictions_loss: 1110.0176 - logcount_predictions_loss: 49.9417 78/2406 [..............................] - ETA: 5:24 - loss: 2298.2436 - logits_profile_predictions_loss: 1109.9155 - logcount_predictions_loss: 49.5137 79/2406 [..............................] - ETA: 5:24 - loss: 2288.0698 - logits_profile_predictions_loss: 1109.7992 - logcount_predictions_loss: 49.0946 80/2406 [..............................] - ETA: 5:24 - loss: 2278.1137 - logits_profile_predictions_loss: 1109.6892 - logcount_predictions_loss: 48.6844 81/2406 [>.............................] - ETA: 5:24 - loss: 2268.3317 - logits_profile_predictions_loss: 1109.5527 - logcount_predictions_loss: 48.2825 82/2406 [>.............................] - ETA: 5:24 - loss: 2258.7677 - logits_profile_predictions_loss: 1109.4356 - logcount_predictions_loss: 47.8888 83/2406 [>.............................] - ETA: 5:24 - loss: 2249.3960 - logits_profile_predictions_loss: 1109.3198 - logcount_predictions_loss: 47.5032 84/2406 [>.............................] - ETA: 5:24 - loss: 2240.1948 - logits_profile_predictions_loss: 1109.1905 - logcount_predictions_loss: 47.1252 85/2406 [>.............................] - ETA: 5:23 - loss: 2231.1470 - logits_profile_predictions_loss: 1109.0376 - logcount_predictions_loss: 46.7546 86/2406 [>.............................] - ETA: 5:23 - loss: 2222.2270 - logits_profile_predictions_loss: 1108.8433 - logcount_predictions_loss: 46.3910 87/2406 [>.............................] - ETA: 5:23 - loss: 2213.4753 - logits_profile_predictions_loss: 1108.6494 - logcount_predictions_loss: 46.0344 88/2406 [>.............................] - ETA: 5:23 - loss: 2204.8191 - logits_profile_predictions_loss: 1108.3955 - logcount_predictions_loss: 45.6843 89/2406 [>.............................] - ETA: 5:23 - loss: 2196.2934 - logits_profile_predictions_loss: 1108.1168 - logcount_predictions_loss: 45.3407 90/2406 [>.............................] - ETA: 5:23 - loss: 2187.9286 - logits_profile_predictions_loss: 1107.8455 - logcount_predictions_loss: 45.0035 91/2406 [>.............................] - ETA: 5:23 - loss: 2179.7174 - logits_profile_predictions_loss: 1107.5785 - logcount_predictions_loss: 44.6724 92/2406 [>.............................] - ETA: 5:22 - loss: 2171.6444 - logits_profile_predictions_loss: 1107.3070 - logcount_predictions_loss: 44.3474 93/2406 [>.............................] - ETA: 5:22 - loss: 2163.7326 - logits_profile_predictions_loss: 1107.0540 - logcount_predictions_loss: 44.0283 94/2406 [>.............................] - ETA: 5:22 - loss: 2155.9511 - logits_profile_predictions_loss: 1106.7937 - logcount_predictions_loss: 43.7149 95/2406 [>.............................] - ETA: 5:22 - loss: 2148.2916 - logits_profile_predictions_loss: 1106.5221 - logcount_predictions_loss: 43.4071 96/2406 [>.............................] - ETA: 5:22 - loss: 2140.7832 - logits_profile_predictions_loss: 1106.2713 - logcount_predictions_loss: 43.1047 97/2406 [>.............................] - ETA: 5:22 - loss: 2133.4082 - logits_profile_predictions_loss: 1106.0287 - logcount_predictions_loss: 42.8075 98/2406 [>.............................] - ETA: 5:22 - loss: 2126.1806 - logits_profile_predictions_loss: 1105.8081 - logcount_predictions_loss: 42.5155 99/2406 [>.............................] - ETA: 5:22 - loss: 2119.0798 - logits_profile_predictions_loss: 1105.5947 - logcount_predictions_loss: 42.2285 100/2406 [>.............................] - ETA: 5:21 - loss: 2112.1420 - logits_profile_predictions_loss: 1105.4235 - logcount_predictions_loss: 41.9466 101/2406 [>.............................] - ETA: 5:21 - loss: 2105.2993 - logits_profile_predictions_loss: 1105.2365 - logcount_predictions_loss: 41.6693 102/2406 [>.............................] - ETA: 5:21 - loss: 2098.6015 - logits_profile_predictions_loss: 1105.0811 - logcount_predictions_loss: 41.3967 103/2406 [>.............................] - ETA: 5:21 - loss: 2092.0104 - logits_profile_predictions_loss: 1104.9251 - logcount_predictions_loss: 41.1286 104/2406 [>.............................] - ETA: 5:21 - loss: 2085.5025 - logits_profile_predictions_loss: 1104.7495 - logcount_predictions_loss: 40.8647 105/2406 [>.............................] - ETA: 5:21 - loss: 2079.0921 - logits_profile_predictions_loss: 1104.5695 - logcount_predictions_loss: 40.6051 106/2406 [>.............................] - ETA: 5:21 - loss: 2072.7681 - logits_profile_predictions_loss: 1104.3774 - logcount_predictions_loss: 40.3496 107/2406 [>.............................] - ETA: 5:20 - loss: 2066.5350 - logits_profile_predictions_loss: 1104.1789 - logcount_predictions_loss: 40.0982 108/2406 [>.............................] - ETA: 5:20 - loss: 2060.3821 - logits_profile_predictions_loss: 1103.9682 - logcount_predictions_loss: 39.8506 109/2406 [>.............................] - ETA: 5:20 - loss: 2054.3149 - logits_profile_predictions_loss: 1103.7506 - logcount_predictions_loss: 39.6068 110/2406 [>.............................] - ETA: 5:20 - loss: 2048.3447 - logits_profile_predictions_loss: 1103.5391 - logcount_predictions_loss: 39.3669 111/2406 [>.............................] - ETA: 5:20 - loss: 2042.4685 - logits_profile_predictions_loss: 1103.3329 - logcount_predictions_loss: 39.1306 112/2406 [>.............................] - ETA: 5:20 - loss: 2036.6832 - logits_profile_predictions_loss: 1103.1306 - logcount_predictions_loss: 38.8980 113/2406 [>.............................] - ETA: 5:20 - loss: 2030.9822 - logits_profile_predictions_loss: 1102.9275 - logcount_predictions_loss: 38.6689 114/2406 [>.............................] - ETA: 5:20 - loss: 2025.3653 - logits_profile_predictions_loss: 1102.7259 - logcount_predictions_loss: 38.4433 115/2406 [>.............................] 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logcount_predictions_loss: 6.2205 2395/2406 [============================>.] - ETA: 1s - loss: 1158.0547 - logits_profile_predictions_loss: 1008.7982 - logcount_predictions_loss: 6.2190 2396/2406 [============================>.] - ETA: 1s - loss: 1157.9923 - logits_profile_predictions_loss: 1008.7721 - logcount_predictions_loss: 6.2175 2397/2406 [============================>.] - ETA: 1s - loss: 1157.9299 - logits_profile_predictions_loss: 1008.7460 - logcount_predictions_loss: 6.2160 2398/2406 [============================>.] - ETA: 1s - loss: 1157.8675 - logits_profile_predictions_loss: 1008.7198 - logcount_predictions_loss: 6.2145 2399/2406 [============================>.] - ETA: 0s - loss: 1157.8052 - logits_profile_predictions_loss: 1008.6938 - logcount_predictions_loss: 6.2130 2400/2406 [============================>.] - ETA: 0s - loss: 1157.7430 - logits_profile_predictions_loss: 1008.6677 - logcount_predictions_loss: 6.2115 2401/2406 [============================>.] - ETA: 0s - loss: 1157.6808 - logits_profile_predictions_loss: 1008.6417 - logcount_predictions_loss: 6.2099 2402/2406 [============================>.] - ETA: 0s - loss: 1157.6187 - logits_profile_predictions_loss: 1008.6157 - logcount_predictions_loss: 6.2084 2403/2406 [============================>.] - ETA: 0s - loss: 1157.5566 - logits_profile_predictions_loss: 1008.5897 - logcount_predictions_loss: 6.2069 2404/2406 [============================>.] - ETA: 0s - loss: 1157.4945 - logits_profile_predictions_loss: 1008.5636 - logcount_predictions_loss: 6.2054 2405/2406 [============================>.] - ETA: 0s - loss: 1157.4323 - logits_profile_predictions_loss: 1008.5376 - logcount_predictions_loss: 6.2039 2406/2406 [==============================] - ETA: 0s - loss: 1157.3703 - logits_profile_predictions_loss: 1008.5115 - logcount_predictions_loss: 6.2024 2406/2406 [==============================] - 364s 149ms/step - loss: 1157.3082 - logits_profile_predictions_loss: 1008.4855 - logcount_predictions_loss: 6.2009 - val_loss: 1067.6829 - val_logits_profile_predictions_loss: 1032.4812 - val_logcount_predictions_loss: 1.4667 Epoch 00001: val_loss improved from inf to 1067.68286, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 2/50 1/2406 [..............................] - ETA: 6:13 - loss: 1037.9486 - logits_profile_predictions_loss: 1006.4670 - logcount_predictions_loss: 1.3117 2/2406 [..............................] - ETA: 5:38 - loss: 1014.8777 - logits_profile_predictions_loss: 980.1687 - logcount_predictions_loss: 1.4462  3/2406 [..............................] - ETA: 5:36 - loss: 1010.7512 - logits_profile_predictions_loss: 975.0602 - logcount_predictions_loss: 1.4871 4/2406 [..............................] - ETA: 5:36 - loss: 1015.1266 - logits_profile_predictions_loss: 979.0195 - logcount_predictions_loss: 1.5045 5/2406 [..............................] - ETA: 5:35 - loss: 1009.6600 - logits_profile_predictions_loss: 973.6954 - logcount_predictions_loss: 1.4985 6/2406 [..............................] - ETA: 5:35 - loss: 994.5243 - logits_profile_predictions_loss: 958.9841 - logcount_predictions_loss: 1.4808  7/2406 [..............................] - ETA: 5:35 - loss: 987.6924 - logits_profile_predictions_loss: 952.6171 - logcount_predictions_loss: 1.4615 8/2406 [..............................] - ETA: 5:35 - loss: 982.8139 - logits_profile_predictions_loss: 948.0810 - logcount_predictions_loss: 1.4472 9/2406 [..............................] - ETA: 5:34 - loss: 978.6049 - logits_profile_predictions_loss: 943.9905 - logcount_predictions_loss: 1.4423 10/2406 [..............................] - ETA: 5:34 - loss: 975.9233 - logits_profile_predictions_loss: 941.4240 - logcount_predictions_loss: 1.4375 11/2406 [..............................] - ETA: 5:34 - loss: 973.4411 - logits_profile_predictions_loss: 939.1056 - logcount_predictions_loss: 1.4306 12/2406 [..............................] - ETA: 5:34 - loss: 970.5868 - logits_profile_predictions_loss: 936.4368 - logcount_predictions_loss: 1.4229 13/2406 [..............................] - ETA: 5:34 - loss: 969.3630 - logits_profile_predictions_loss: 935.3904 - logcount_predictions_loss: 1.4155 14/2406 [..............................] - ETA: 5:34 - loss: 967.1067 - logits_profile_predictions_loss: 933.2648 - logcount_predictions_loss: 1.4101 15/2406 [..............................] - ETA: 5:34 - loss: 965.9191 - logits_profile_predictions_loss: 932.1783 - logcount_predictions_loss: 1.4059 16/2406 [..............................] - ETA: 5:33 - loss: 964.6290 - logits_profile_predictions_loss: 930.9948 - logcount_predictions_loss: 1.4014 17/2406 [..............................] - ETA: 5:33 - loss: 963.4054 - logits_profile_predictions_loss: 929.8840 - logcount_predictions_loss: 1.3967 18/2406 [..............................] - ETA: 5:33 - loss: 962.2432 - logits_profile_predictions_loss: 928.8206 - logcount_predictions_loss: 1.3926 19/2406 [..............................] - ETA: 5:33 - loss: 961.1939 - logits_profile_predictions_loss: 927.8610 - logcount_predictions_loss: 1.3889 20/2406 [..............................] - ETA: 5:33 - loss: 960.4655 - logits_profile_predictions_loss: 927.2151 - logcount_predictions_loss: 1.3854 21/2406 [..............................] - ETA: 5:33 - loss: 959.7839 - logits_profile_predictions_loss: 926.6058 - logcount_predictions_loss: 1.3824 22/2406 [..............................] - ETA: 5:32 - loss: 959.2036 - logits_profile_predictions_loss: 926.1105 - logcount_predictions_loss: 1.3789 23/2406 [..............................] - ETA: 5:32 - loss: 958.6584 - logits_profile_predictions_loss: 925.6502 - logcount_predictions_loss: 1.3753 24/2406 [..............................] - ETA: 5:32 - loss: 958.1349 - logits_profile_predictions_loss: 925.2145 - logcount_predictions_loss: 1.3717 25/2406 [..............................] - ETA: 5:32 - loss: 957.5325 - logits_profile_predictions_loss: 924.6969 - logcount_predictions_loss: 1.3681 26/2406 [..............................] - ETA: 5:32 - loss: 956.9858 - logits_profile_predictions_loss: 924.2270 - logcount_predictions_loss: 1.3649 27/2406 [..............................] - ETA: 5:32 - loss: 956.6034 - logits_profile_predictions_loss: 923.9045 - logcount_predictions_loss: 1.3625 28/2406 [..............................] - ETA: 5:32 - loss: 956.2478 - logits_profile_predictions_loss: 923.6074 - logcount_predictions_loss: 1.3600 29/2406 [..............................] - ETA: 5:32 - loss: 955.8148 - logits_profile_predictions_loss: 923.2298 - logcount_predictions_loss: 1.3577 30/2406 [..............................] - ETA: 5:31 - loss: 955.5448 - logits_profile_predictions_loss: 923.0084 - logcount_predictions_loss: 1.3557 31/2406 [..............................] - ETA: 5:31 - loss: 955.5281 - logits_profile_predictions_loss: 923.0405 - logcount_predictions_loss: 1.3536 32/2406 [..............................] - ETA: 5:31 - loss: 955.3081 - logits_profile_predictions_loss: 922.8723 - logcount_predictions_loss: 1.3515 33/2406 [..............................] - ETA: 5:31 - loss: 955.3137 - logits_profile_predictions_loss: 922.9203 - logcount_predictions_loss: 1.3497 34/2406 [..............................] - ETA: 5:31 - loss: 955.1972 - logits_profile_predictions_loss: 922.8450 - logcount_predictions_loss: 1.3480 35/2406 [..............................] - ETA: 5:31 - loss: 955.1026 - logits_profile_predictions_loss: 922.7902 - logcount_predictions_loss: 1.3463 36/2406 [..............................] - ETA: 5:31 - loss: 954.9584 - logits_profile_predictions_loss: 922.6859 - logcount_predictions_loss: 1.3447 37/2406 [..............................] - ETA: 5:31 - loss: 954.7381 - logits_profile_predictions_loss: 922.4994 - logcount_predictions_loss: 1.3433 38/2406 [..............................] - ETA: 5:30 - loss: 954.4202 - logits_profile_predictions_loss: 922.2198 - logcount_predictions_loss: 1.3417 39/2406 [..............................] - ETA: 5:30 - loss: 954.1160 - logits_profile_predictions_loss: 921.9550 - logcount_predictions_loss: 1.3400 40/2406 [..............................] - ETA: 5:30 - loss: 953.9039 - logits_profile_predictions_loss: 921.7815 - logcount_predictions_loss: 1.3384 41/2406 [..............................] - ETA: 5:30 - loss: 953.7319 - logits_profile_predictions_loss: 921.6441 - logcount_predictions_loss: 1.3370 42/2406 [..............................] - ETA: 5:30 - loss: 953.5141 - logits_profile_predictions_loss: 921.4573 - logcount_predictions_loss: 1.3357 43/2406 [..............................] - ETA: 5:30 - loss: 953.3329 - logits_profile_predictions_loss: 921.3059 - logcount_predictions_loss: 1.3345 44/2406 [..............................] - ETA: 5:30 - loss: 953.2589 - logits_profile_predictions_loss: 921.2572 - logcount_predictions_loss: 1.3334 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[..............................] - ETA: 5:28 - loss: 951.1096 - logits_profile_predictions_loss: 919.2960 - logcount_predictions_loss: 1.3256 59/2406 [..............................] - ETA: 5:27 - loss: 951.0027 - logits_profile_predictions_loss: 919.1945 - logcount_predictions_loss: 1.3253 60/2406 [..............................] - ETA: 5:27 - loss: 950.9117 - logits_profile_predictions_loss: 919.1063 - logcount_predictions_loss: 1.3252 61/2406 [..............................] - ETA: 5:27 - loss: 950.7737 - logits_profile_predictions_loss: 918.9725 - logcount_predictions_loss: 1.3251 62/2406 [..............................] - ETA: 5:27 - loss: 950.6239 - logits_profile_predictions_loss: 918.8257 - logcount_predictions_loss: 1.3249 63/2406 [..............................] - ETA: 5:27 - loss: 950.4725 - logits_profile_predictions_loss: 918.6785 - logcount_predictions_loss: 1.3247 64/2406 [..............................] - ETA: 5:27 - loss: 950.3368 - logits_profile_predictions_loss: 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78/2406 [..............................] - ETA: 5:25 - loss: 947.6955 - logits_profile_predictions_loss: 915.9579 - logcount_predictions_loss: 1.3224 79/2406 [..............................] - ETA: 5:25 - loss: 947.5007 - logits_profile_predictions_loss: 915.7675 - logcount_predictions_loss: 1.3222 80/2406 [..............................] - ETA: 5:25 - loss: 947.3154 - logits_profile_predictions_loss: 915.5857 - logcount_predictions_loss: 1.3221 81/2406 [>.............................] - ETA: 5:25 - loss: 947.1612 - logits_profile_predictions_loss: 915.4342 - logcount_predictions_loss: 1.3220 82/2406 [>.............................] - ETA: 5:24 - loss: 947.0145 - logits_profile_predictions_loss: 915.2889 - logcount_predictions_loss: 1.3219 83/2406 [>.............................] - ETA: 5:24 - loss: 946.8636 - logits_profile_predictions_loss: 915.1400 - logcount_predictions_loss: 1.3218 84/2406 [>.............................] - ETA: 5:24 - loss: 946.7137 - logits_profile_predictions_loss: 914.9928 - logcount_predictions_loss: 1.3217 85/2406 [>.............................] - ETA: 5:24 - loss: 946.5567 - logits_profile_predictions_loss: 914.8393 - logcount_predictions_loss: 1.3216 86/2406 [>.............................] - ETA: 5:24 - loss: 946.4086 - logits_profile_predictions_loss: 914.6965 - logcount_predictions_loss: 1.3213 87/2406 [>.............................] - ETA: 5:24 - loss: 946.2553 - logits_profile_predictions_loss: 914.5492 - logcount_predictions_loss: 1.3211 88/2406 [>.............................] - ETA: 5:24 - loss: 946.1156 - logits_profile_predictions_loss: 914.4146 - logcount_predictions_loss: 1.3209 89/2406 [>.............................] - ETA: 5:23 - loss: 945.9733 - logits_profile_predictions_loss: 914.2771 - logcount_predictions_loss: 1.3207 90/2406 [>.............................] - ETA: 5:23 - loss: 945.8504 - logits_profile_predictions_loss: 914.1594 - logcount_predictions_loss: 1.3205 91/2406 [>.............................] - ETA: 5:23 - loss: 945.7184 - logits_profile_predictions_loss: 914.0328 - logcount_predictions_loss: 1.3202 92/2406 [>.............................] - ETA: 5:23 - loss: 945.5701 - logits_profile_predictions_loss: 913.8895 - logcount_predictions_loss: 1.3200 93/2406 [>.............................] - ETA: 5:23 - loss: 945.4204 - logits_profile_predictions_loss: 913.7450 - logcount_predictions_loss: 1.3198 94/2406 [>.............................] - ETA: 5:23 - loss: 945.2760 - logits_profile_predictions_loss: 913.6059 - logcount_predictions_loss: 1.3196 95/2406 [>.............................] - ETA: 5:23 - loss: 945.1486 - logits_profile_predictions_loss: 913.4824 - logcount_predictions_loss: 1.3194 96/2406 [>.............................] - ETA: 5:22 - loss: 945.0271 - logits_profile_predictions_loss: 913.3639 - logcount_predictions_loss: 1.3193 97/2406 [>.............................] - ETA: 5:22 - loss: 944.9085 - logits_profile_predictions_loss: 913.2484 - logcount_predictions_loss: 1.3192 98/2406 [>.............................] - ETA: 5:22 - loss: 944.7851 - logits_profile_predictions_loss: 913.1275 - logcount_predictions_loss: 1.3191 99/2406 [>.............................] - ETA: 5:22 - loss: 944.6539 - logits_profile_predictions_loss: 912.9987 - logcount_predictions_loss: 1.3190 100/2406 [>.............................] - ETA: 5:22 - loss: 944.5107 - logits_profile_predictions_loss: 912.8585 - logcount_predictions_loss: 1.3188 101/2406 [>.............................] - ETA: 5:22 - loss: 944.3610 - logits_profile_predictions_loss: 912.7125 - logcount_predictions_loss: 1.3187 102/2406 [>.............................] - ETA: 5:22 - loss: 944.2264 - logits_profile_predictions_loss: 912.5813 - logcount_predictions_loss: 1.3186 103/2406 [>.............................] - ETA: 5:21 - loss: 944.0853 - logits_profile_predictions_loss: 912.4434 - logcount_predictions_loss: 1.3184 104/2406 [>.............................] - ETA: 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[>.............................] - ETA: 5:19 - loss: 940.9235 - logits_profile_predictions_loss: 909.3276 - logcount_predictions_loss: 1.3165 125/2406 [>.............................] - ETA: 5:18 - loss: 940.7580 - logits_profile_predictions_loss: 909.1636 - logcount_predictions_loss: 1.3164 126/2406 [>.............................] - ETA: 5:18 - loss: 940.5956 - logits_profile_predictions_loss: 909.0029 - logcount_predictions_loss: 1.3164 127/2406 [>.............................] - ETA: 5:18 - loss: 940.4350 - logits_profile_predictions_loss: 908.8437 - logcount_predictions_loss: 1.3163 128/2406 [>.............................] - ETA: 5:18 - loss: 940.2654 - logits_profile_predictions_loss: 908.6759 - logcount_predictions_loss: 1.3162 129/2406 [>.............................] - ETA: 5:18 - loss: 940.0949 - logits_profile_predictions_loss: 908.5067 - logcount_predictions_loss: 1.3162 130/2406 [>.............................] - ETA: 5:18 - loss: 939.9145 - 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[>.............................] - ETA: 5:17 - loss: 938.4825 - logits_profile_predictions_loss: 906.9146 - logcount_predictions_loss: 1.3153 138/2406 [>.............................] - ETA: 5:17 - loss: 938.2680 - logits_profile_predictions_loss: 906.7035 - logcount_predictions_loss: 1.3152 139/2406 [>.............................] - ETA: 5:16 - loss: 938.0675 - logits_profile_predictions_loss: 906.5061 - logcount_predictions_loss: 1.3151 140/2406 [>.............................] - ETA: 5:16 - loss: 937.8658 - logits_profile_predictions_loss: 906.3080 - logcount_predictions_loss: 1.3149 141/2406 [>.............................] - ETA: 5:16 - loss: 937.6629 - logits_profile_predictions_loss: 906.1088 - logcount_predictions_loss: 1.3148 142/2406 [>.............................] - ETA: 5:16 - loss: 937.4658 - logits_profile_predictions_loss: 905.9159 - logcount_predictions_loss: 1.3146 143/2406 [>.............................] - ETA: 5:16 - loss: 937.2744 - logits_profile_predictions_loss: 905.7284 - logcount_predictions_loss: 1.3144 144/2406 [>.............................] - ETA: 5:16 - loss: 937.0884 - logits_profile_predictions_loss: 905.5465 - logcount_predictions_loss: 1.3143 145/2406 [>.............................] - ETA: 5:16 - loss: 936.8940 - logits_profile_predictions_loss: 905.3562 - logcount_predictions_loss: 1.3141 146/2406 [>.............................] - ETA: 5:15 - loss: 936.7045 - logits_profile_predictions_loss: 905.1707 - logcount_predictions_loss: 1.3139 147/2406 [>.............................] - ETA: 5:15 - loss: 936.5263 - logits_profile_predictions_loss: 904.9958 - logcount_predictions_loss: 1.3138 148/2406 [>.............................] - ETA: 5:15 - loss: 936.3605 - logits_profile_predictions_loss: 904.8333 - logcount_predictions_loss: 1.3136 149/2406 [>.............................] - ETA: 5:15 - loss: 936.1961 - logits_profile_predictions_loss: 904.6723 - logcount_predictions_loss: 1.3135 150/2406 [>.............................] - ETA: 5:15 - loss: 936.0330 - logits_profile_predictions_loss: 904.5128 - logcount_predictions_loss: 1.3133 151/2406 [>.............................] - ETA: 5:15 - loss: 935.8704 - logits_profile_predictions_loss: 904.3536 - logcount_predictions_loss: 1.3132 152/2406 [>.............................] - ETA: 5:15 - loss: 935.7063 - logits_profile_predictions_loss: 904.1931 - logcount_predictions_loss: 1.3131 153/2406 [>.............................] - ETA: 5:14 - loss: 935.5492 - logits_profile_predictions_loss: 904.0394 - logcount_predictions_loss: 1.3129 154/2406 [>.............................] - ETA: 5:14 - loss: 935.3838 - logits_profile_predictions_loss: 903.8775 - logcount_predictions_loss: 1.3128 155/2406 [>.............................] - ETA: 5:14 - loss: 935.2169 - logits_profile_predictions_loss: 903.7143 - logcount_predictions_loss: 1.3126 156/2406 [>.............................] - ETA: 5:14 - loss: 935.0511 - logits_profile_predictions_loss: 903.5524 - logcount_predictions_loss: 1.3125 157/2406 [>.............................] - ETA: 5:14 - loss: 934.8875 - logits_profile_predictions_loss: 903.3928 - logcount_predictions_loss: 1.3123 158/2406 [>.............................] - ETA: 5:14 - loss: 934.7264 - logits_profile_predictions_loss: 903.2354 - logcount_predictions_loss: 1.3121 159/2406 [>.............................] - ETA: 5:13 - loss: 934.5615 - logits_profile_predictions_loss: 903.0745 - logcount_predictions_loss: 1.3120 160/2406 [>.............................] - ETA: 5:13 - loss: 934.3981 - logits_profile_predictions_loss: 902.9148 - logcount_predictions_loss: 1.3118 161/2406 [=>............................] - ETA: 5:13 - loss: 934.2306 - logits_profile_predictions_loss: 902.7513 - logcount_predictions_loss: 1.3116 162/2406 [=>............................] - ETA: 5:13 - loss: 934.0614 - logits_profile_predictions_loss: 902.5862 - logcount_predictions_loss: 1.3115 163/2406 [=>............................] - ETA: 5:13 - loss: 933.8940 - logits_profile_predictions_loss: 902.4230 - logcount_predictions_loss: 1.3113 164/2406 [=>............................] - ETA: 5:13 - loss: 933.7259 - logits_profile_predictions_loss: 902.2590 - logcount_predictions_loss: 1.3111 165/2406 [=>............................] - ETA: 5:13 - loss: 933.5688 - logits_profile_predictions_loss: 902.1059 - logcount_predictions_loss: 1.3110 166/2406 [=>............................] - ETA: 5:12 - loss: 933.4202 - logits_profile_predictions_loss: 901.9611 - logcount_predictions_loss: 1.3108 167/2406 [=>............................] - ETA: 5:12 - loss: 933.2767 - logits_profile_predictions_loss: 901.8210 - logcount_predictions_loss: 1.3107 168/2406 [=>............................] - ETA: 5:12 - loss: 933.1355 - logits_profile_predictions_loss: 901.6832 - logcount_predictions_loss: 1.3105 169/2406 [=>............................] - ETA: 5:12 - loss: 932.9936 - logits_profile_predictions_loss: 901.5446 - logcount_predictions_loss: 1.3104 170/2406 [=>............................] - ETA: 5:12 - loss: 932.8522 - logits_profile_predictions_loss: 901.4067 - logcount_predictions_loss: 1.3102 171/2406 [=>............................] - ETA: 5:12 - loss: 932.7156 - logits_profile_predictions_loss: 901.2736 - logcount_predictions_loss: 1.3101 172/2406 [=>............................] - ETA: 5:12 - loss: 932.5824 - logits_profile_predictions_loss: 901.1438 - logcount_predictions_loss: 1.3099 173/2406 [=>............................] - ETA: 5:11 - loss: 932.4485 - logits_profile_predictions_loss: 901.0135 - logcount_predictions_loss: 1.3098 174/2406 [=>............................] - ETA: 5:11 - loss: 932.3166 - logits_profile_predictions_loss: 900.8853 - logcount_predictions_loss: 1.3096 175/2406 [=>............................] - ETA: 5:11 - loss: 932.1851 - logits_profile_predictions_loss: 900.7574 - logcount_predictions_loss: 1.3095 176/2406 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logits_profile_predictions_loss: 899.8413 - logcount_predictions_loss: 1.3084 183/2406 [=>............................] - ETA: 5:10 - loss: 931.1185 - logits_profile_predictions_loss: 899.7205 - logcount_predictions_loss: 1.3083 184/2406 [=>............................] - ETA: 5:10 - loss: 930.9966 - logits_profile_predictions_loss: 899.6022 - logcount_predictions_loss: 1.3081 185/2406 [=>............................] - ETA: 5:10 - loss: 930.8794 - logits_profile_predictions_loss: 899.4887 - logcount_predictions_loss: 1.3080 186/2406 [=>............................] - ETA: 5:10 - loss: 930.7664 - logits_profile_predictions_loss: 899.3792 - logcount_predictions_loss: 1.3078 187/2406 [=>............................] - ETA: 5:09 - loss: 930.6641 - logits_profile_predictions_loss: 899.2804 - logcount_predictions_loss: 1.3077 188/2406 [=>............................] - ETA: 5:09 - loss: 930.5613 - logits_profile_predictions_loss: 899.1813 - logcount_predictions_loss: 1.3075 189/2406 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logits_profile_predictions_loss: 884.8822 - logcount_predictions_loss: 1.2884 352/2406 [===>..........................] - ETA: 4:46 - loss: 915.7346 - logits_profile_predictions_loss: 884.8165 - logcount_predictions_loss: 1.2883 353/2406 [===>..........................] - ETA: 4:46 - loss: 915.6685 - logits_profile_predictions_loss: 884.7528 - logcount_predictions_loss: 1.2882 354/2406 [===>..........................] - ETA: 4:46 - loss: 915.6049 - logits_profile_predictions_loss: 884.6916 - logcount_predictions_loss: 1.2881 355/2406 [===>..........................] - ETA: 4:46 - loss: 915.5400 - logits_profile_predictions_loss: 884.6291 - logcount_predictions_loss: 1.2880 356/2406 [===>..........................] - ETA: 4:46 - loss: 915.4754 - logits_profile_predictions_loss: 884.5669 - logcount_predictions_loss: 1.2879 357/2406 [===>..........................] - ETA: 4:46 - loss: 915.4108 - logits_profile_predictions_loss: 884.5047 - logcount_predictions_loss: 1.2878 358/2406 [===>..........................] - ETA: 4:46 - loss: 915.3455 - logits_profile_predictions_loss: 884.4418 - logcount_predictions_loss: 1.2877 359/2406 [===>..........................] - ETA: 4:45 - loss: 915.2799 - logits_profile_predictions_loss: 884.3787 - logcount_predictions_loss: 1.2875 360/2406 [===>..........................] - ETA: 4:45 - loss: 915.2131 - logits_profile_predictions_loss: 884.3143 - logcount_predictions_loss: 1.2874 361/2406 [===>..........................] - ETA: 4:45 - loss: 915.1460 - logits_profile_predictions_loss: 884.2498 - logcount_predictions_loss: 1.2873 362/2406 [===>..........................] - ETA: 4:45 - loss: 915.0777 - logits_profile_predictions_loss: 884.1840 - logcount_predictions_loss: 1.2872 363/2406 [===>..........................] - ETA: 4:45 - loss: 915.0099 - logits_profile_predictions_loss: 884.1188 - logcount_predictions_loss: 1.2871 364/2406 [===>..........................] - ETA: 4:45 - loss: 914.9428 - logits_profile_predictions_loss: 884.0543 - logcount_predictions_loss: 1.2870 365/2406 [===>..........................] - ETA: 4:45 - loss: 914.8754 - logits_profile_predictions_loss: 883.9894 - logcount_predictions_loss: 1.2869 366/2406 [===>..........................] - ETA: 4:44 - loss: 914.8071 - logits_profile_predictions_loss: 883.9237 - logcount_predictions_loss: 1.2868 367/2406 [===>..........................] - ETA: 4:44 - loss: 914.7387 - logits_profile_predictions_loss: 883.8580 - logcount_predictions_loss: 1.2867 368/2406 [===>..........................] - ETA: 4:44 - loss: 914.6696 - logits_profile_predictions_loss: 883.7915 - logcount_predictions_loss: 1.2866 369/2406 [===>..........................] - ETA: 4:44 - loss: 914.6026 - logits_profile_predictions_loss: 883.7271 - logcount_predictions_loss: 1.2865 370/2406 [===>..........................] - ETA: 4:44 - loss: 914.5366 - logits_profile_predictions_loss: 883.6635 - logcount_predictions_loss: 1.2864 371/2406 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logits_profile_predictions_loss: 883.2402 - logcount_predictions_loss: 1.2856 378/2406 [===>..........................] - ETA: 4:43 - loss: 914.0316 - logits_profile_predictions_loss: 883.1793 - logcount_predictions_loss: 1.2855 379/2406 [===>..........................] - ETA: 4:43 - loss: 913.9684 - logits_profile_predictions_loss: 883.1187 - logcount_predictions_loss: 1.2854 380/2406 [===>..........................] - ETA: 4:43 - loss: 913.9047 - logits_profile_predictions_loss: 883.0577 - logcount_predictions_loss: 1.2853 381/2406 [===>..........................] - ETA: 4:42 - loss: 913.8417 - logits_profile_predictions_loss: 882.9973 - logcount_predictions_loss: 1.2852 382/2406 [===>..........................] - ETA: 4:42 - loss: 913.7789 - logits_profile_predictions_loss: 882.9371 - logcount_predictions_loss: 1.2851 383/2406 [===>..........................] - ETA: 4:42 - loss: 913.7166 - logits_profile_predictions_loss: 882.8775 - logcount_predictions_loss: 1.2850 384/2406 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[====>.........................] - ETA: 4:38 - loss: 912.1267 - logits_profile_predictions_loss: 881.3599 - logcount_predictions_loss: 1.2819 411/2406 [====>.........................] - ETA: 4:38 - loss: 912.0710 - logits_profile_predictions_loss: 881.3068 - logcount_predictions_loss: 1.2818 412/2406 [====>.........................] - ETA: 4:38 - loss: 912.0146 - logits_profile_predictions_loss: 881.2530 - logcount_predictions_loss: 1.2817 413/2406 [====>.........................] - ETA: 4:38 - loss: 911.9588 - logits_profile_predictions_loss: 881.1997 - logcount_predictions_loss: 1.2816 414/2406 [====>.........................] - ETA: 4:38 - loss: 911.9041 - logits_profile_predictions_loss: 881.1475 - logcount_predictions_loss: 1.2815 415/2406 [====>.........................] - ETA: 4:38 - loss: 911.8493 - logits_profile_predictions_loss: 881.0953 - logcount_predictions_loss: 1.2814 416/2406 [====>.........................] - ETA: 4:37 - loss: 911.7939 - 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[====>.........................] - ETA: 4:37 - loss: 911.4201 - logits_profile_predictions_loss: 880.6861 - logcount_predictions_loss: 1.2806 424/2406 [====>.........................] - ETA: 4:36 - loss: 911.3677 - logits_profile_predictions_loss: 880.6362 - logcount_predictions_loss: 1.2805 425/2406 [====>.........................] - ETA: 4:36 - loss: 911.3154 - logits_profile_predictions_loss: 880.5864 - logcount_predictions_loss: 1.2804 426/2406 [====>.........................] - ETA: 4:36 - loss: 911.2642 - logits_profile_predictions_loss: 880.5377 - logcount_predictions_loss: 1.2803 427/2406 [====>.........................] - ETA: 4:36 - loss: 911.2126 - logits_profile_predictions_loss: 880.4886 - logcount_predictions_loss: 1.2802 428/2406 [====>.........................] - ETA: 4:36 - loss: 911.1623 - logits_profile_predictions_loss: 880.4408 - logcount_predictions_loss: 1.2801 429/2406 [====>.........................] - ETA: 4:36 - loss: 911.1133 - 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[====>.........................] - ETA: 4:35 - loss: 910.7889 - logits_profile_predictions_loss: 880.0876 - logcount_predictions_loss: 1.2792 437/2406 [====>.........................] - ETA: 4:35 - loss: 910.7430 - logits_profile_predictions_loss: 880.0442 - logcount_predictions_loss: 1.2791 438/2406 [====>.........................] - ETA: 4:34 - loss: 910.6974 - logits_profile_predictions_loss: 880.0011 - logcount_predictions_loss: 1.2790 439/2406 [====>.........................] - ETA: 4:34 - loss: 910.6509 - logits_profile_predictions_loss: 879.9570 - logcount_predictions_loss: 1.2789 440/2406 [====>.........................] - ETA: 4:34 - loss: 910.6046 - logits_profile_predictions_loss: 879.9132 - logcount_predictions_loss: 1.2788 441/2406 [====>.........................] - ETA: 4:34 - loss: 910.5582 - logits_profile_predictions_loss: 879.8693 - logcount_predictions_loss: 1.2787 442/2406 [====>.........................] - ETA: 4:34 - loss: 910.5109 - 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[====>.........................] - ETA: 4:33 - loss: 910.1827 - logits_profile_predictions_loss: 879.5137 - logcount_predictions_loss: 1.2779 450/2406 [====>.........................] - ETA: 4:33 - loss: 910.1354 - logits_profile_predictions_loss: 879.4690 - logcount_predictions_loss: 1.2778 451/2406 [====>.........................] - ETA: 4:33 - loss: 910.0880 - logits_profile_predictions_loss: 879.4241 - logcount_predictions_loss: 1.2777 452/2406 [====>.........................] - ETA: 4:32 - loss: 910.0406 - logits_profile_predictions_loss: 879.3792 - logcount_predictions_loss: 1.2776 453/2406 [====>.........................] - ETA: 4:32 - loss: 909.9936 - logits_profile_predictions_loss: 879.3346 - logcount_predictions_loss: 1.2775 454/2406 [====>.........................] - ETA: 4:32 - loss: 909.9472 - logits_profile_predictions_loss: 879.2907 - logcount_predictions_loss: 1.2774 455/2406 [====>.........................] - ETA: 4:32 - loss: 909.9007 - 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[====>.........................] - ETA: 4:29 - loss: 909.0573 - logits_profile_predictions_loss: 878.4474 - logcount_predictions_loss: 1.2754 476/2406 [====>.........................] - ETA: 4:29 - loss: 909.0171 - logits_profile_predictions_loss: 878.4092 - logcount_predictions_loss: 1.2753 477/2406 [====>.........................] - ETA: 4:29 - loss: 908.9770 - logits_profile_predictions_loss: 878.3711 - logcount_predictions_loss: 1.2752 478/2406 [====>.........................] - ETA: 4:29 - loss: 908.9359 - logits_profile_predictions_loss: 878.3320 - logcount_predictions_loss: 1.2752 479/2406 [====>.........................] - ETA: 4:29 - loss: 908.8949 - logits_profile_predictions_loss: 878.2931 - logcount_predictions_loss: 1.2751 480/2406 [====>.........................] - ETA: 4:29 - loss: 908.8538 - logits_profile_predictions_loss: 878.2540 - logcount_predictions_loss: 1.2750 481/2406 [====>.........................] - ETA: 4:28 - loss: 908.8128 - 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[=====>........................] - ETA: 4:26 - loss: 908.0134 - logits_profile_predictions_loss: 877.4534 - logcount_predictions_loss: 1.2733 502/2406 [=====>........................] - ETA: 4:26 - loss: 907.9731 - logits_profile_predictions_loss: 877.4149 - logcount_predictions_loss: 1.2733 503/2406 [=====>........................] - ETA: 4:25 - loss: 907.9326 - logits_profile_predictions_loss: 877.3763 - logcount_predictions_loss: 1.2732 504/2406 [=====>........................] - ETA: 4:25 - loss: 907.8921 - logits_profile_predictions_loss: 877.3376 - logcount_predictions_loss: 1.2731 505/2406 [=====>........................] - ETA: 4:25 - loss: 907.8514 - logits_profile_predictions_loss: 877.2987 - logcount_predictions_loss: 1.2730 506/2406 [=====>........................] - ETA: 4:25 - loss: 907.8107 - logits_profile_predictions_loss: 877.2600 - logcount_predictions_loss: 1.2729 507/2406 [=====>........................] - ETA: 4:25 - loss: 907.7697 - 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854.8204 - logcount_predictions_loss: 1.2234 2406/2406 [==============================] - 356s 148ms/step - loss: 884.1776 - logits_profile_predictions_loss: 854.8149 - logcount_predictions_loss: 1.2234 - val_loss: 990.0691 - val_logits_profile_predictions_loss: 963.8524 - val_logcount_predictions_loss: 1.0923 Epoch 00002: val_loss improved from 1067.68286 to 990.06909, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 3/50 1/2406 [..............................] - ETA: 6:09 - loss: 916.3992 - logits_profile_predictions_loss: 884.4324 - logcount_predictions_loss: 1.3319 2/2406 [..............................] - ETA: 5:34 - loss: 916.9307 - logits_profile_predictions_loss: 884.8875 - logcount_predictions_loss: 1.3351 3/2406 [..............................] - ETA: 5:34 - loss: 900.0552 - logits_profile_predictions_loss: 868.6773 - logcount_predictions_loss: 1.3074 4/2406 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- logcount_predictions_loss: 1.2365 11/2406 [..............................] - ETA: 5:39 - loss: 884.4934 - logits_profile_predictions_loss: 855.0103 - logcount_predictions_loss: 1.2285 12/2406 [..............................] - ETA: 5:38 - loss: 884.8215 - logits_profile_predictions_loss: 855.5022 - logcount_predictions_loss: 1.2216 13/2406 [..............................] - ETA: 5:38 - loss: 883.8894 - logits_profile_predictions_loss: 854.7583 - logcount_predictions_loss: 1.2138 14/2406 [..............................] - ETA: 5:37 - loss: 881.8285 - logits_profile_predictions_loss: 852.8996 - logcount_predictions_loss: 1.2054 15/2406 [..............................] - ETA: 5:37 - loss: 880.5070 - logits_profile_predictions_loss: 851.7172 - logcount_predictions_loss: 1.1996 16/2406 [..............................] - ETA: 5:36 - loss: 879.3713 - logits_profile_predictions_loss: 850.6800 - logcount_predictions_loss: 1.1955 17/2406 [..............................] - ETA: 5:36 - loss: 878.7664 - logits_profile_predictions_loss: 850.1687 - logcount_predictions_loss: 1.1916 18/2406 [..............................] - ETA: 5:36 - loss: 877.9419 - logits_profile_predictions_loss: 849.4327 - logcount_predictions_loss: 1.1879 19/2406 [..............................] - ETA: 5:36 - loss: 877.4133 - logits_profile_predictions_loss: 848.9767 - logcount_predictions_loss: 1.1849 20/2406 [..............................] - ETA: 5:35 - loss: 876.8772 - logits_profile_predictions_loss: 848.5145 - logcount_predictions_loss: 1.1818 21/2406 [..............................] - ETA: 5:35 - loss: 876.2242 - logits_profile_predictions_loss: 847.9157 - logcount_predictions_loss: 1.1795 22/2406 [..............................] - ETA: 5:35 - loss: 875.4520 - logits_profile_predictions_loss: 847.1753 - logcount_predictions_loss: 1.1782 23/2406 [..............................] - ETA: 5:34 - loss: 874.7155 - logits_profile_predictions_loss: 846.4741 - logcount_predictions_loss: 1.1767 24/2406 [..............................] - ETA: 5:34 - loss: 873.8376 - logits_profile_predictions_loss: 845.6385 - logcount_predictions_loss: 1.1750 25/2406 [..............................] - ETA: 5:34 - loss: 873.0385 - logits_profile_predictions_loss: 844.8807 - logcount_predictions_loss: 1.1732 26/2406 [..............................] - ETA: 5:34 - loss: 872.0926 - logits_profile_predictions_loss: 843.9814 - logcount_predictions_loss: 1.1713 27/2406 [..............................] - ETA: 5:34 - loss: 871.4581 - logits_profile_predictions_loss: 843.3701 - logcount_predictions_loss: 1.1703 28/2406 [..............................] - ETA: 5:33 - loss: 870.8106 - logits_profile_predictions_loss: 842.7515 - logcount_predictions_loss: 1.1691 29/2406 [..............................] - ETA: 5:33 - loss: 870.1220 - logits_profile_predictions_loss: 842.0949 - logcount_predictions_loss: 1.1678 30/2406 [..............................] - ETA: 5:33 - loss: 869.6143 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:28 - loss: 867.3999 - logits_profile_predictions_loss: 839.6685 - logcount_predictions_loss: 1.1555 58/2406 [..............................] - ETA: 5:28 - loss: 867.4450 - logits_profile_predictions_loss: 839.7215 - logcount_predictions_loss: 1.1551 59/2406 [..............................] - ETA: 5:28 - loss: 867.4368 - logits_profile_predictions_loss: 839.7200 - logcount_predictions_loss: 1.1549 60/2406 [..............................] - ETA: 5:28 - loss: 867.4412 - logits_profile_predictions_loss: 839.7310 - logcount_predictions_loss: 1.1546 61/2406 [..............................] - ETA: 5:28 - loss: 867.4450 - logits_profile_predictions_loss: 839.7402 - logcount_predictions_loss: 1.1544 62/2406 [..............................] - ETA: 5:28 - loss: 867.4030 - logits_profile_predictions_loss: 839.7050 - logcount_predictions_loss: 1.1541 63/2406 [..............................] - ETA: 5:27 - loss: 867.3885 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:34 - loss: 854.3855 - logits_profile_predictions_loss: 827.7174 - logcount_predictions_loss: 1.1112 436/2406 [====>.........................] - ETA: 4:34 - loss: 854.3644 - logits_profile_predictions_loss: 827.6974 - logcount_predictions_loss: 1.1111 437/2406 [====>.........................] - ETA: 4:34 - loss: 854.3443 - logits_profile_predictions_loss: 827.6784 - logcount_predictions_loss: 1.1111 438/2406 [====>.........................] - ETA: 4:34 - loss: 854.3238 - logits_profile_predictions_loss: 827.6591 - logcount_predictions_loss: 1.1110 439/2406 [====>.........................] - ETA: 4:34 - loss: 854.3031 - logits_profile_predictions_loss: 827.6394 - logcount_predictions_loss: 1.1110 440/2406 [====>.........................] - ETA: 4:34 - loss: 854.2840 - logits_profile_predictions_loss: 827.6214 - logcount_predictions_loss: 1.1109 441/2406 [====>.........................] - ETA: 4:33 - loss: 854.2654 - 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[====>.........................] - ETA: 4:31 - loss: 853.9030 - logits_profile_predictions_loss: 827.2566 - logcount_predictions_loss: 1.1103 462/2406 [====>.........................] - ETA: 4:31 - loss: 853.8880 - logits_profile_predictions_loss: 827.2423 - logcount_predictions_loss: 1.1102 463/2406 [====>.........................] - ETA: 4:30 - loss: 853.8727 - logits_profile_predictions_loss: 827.2277 - logcount_predictions_loss: 1.1102 464/2406 [====>.........................] - ETA: 4:30 - loss: 853.8578 - logits_profile_predictions_loss: 827.2135 - logcount_predictions_loss: 1.1102 465/2406 [====>.........................] - ETA: 4:30 - loss: 853.8426 - logits_profile_predictions_loss: 827.1991 - logcount_predictions_loss: 1.1101 466/2406 [====>.........................] - ETA: 4:30 - loss: 853.8261 - logits_profile_predictions_loss: 827.1834 - logcount_predictions_loss: 1.1101 467/2406 [====>.........................] - ETA: 4:30 - loss: 853.8092 - 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[====>.........................] - ETA: 4:29 - loss: 853.6855 - logits_profile_predictions_loss: 827.0487 - logcount_predictions_loss: 1.1099 475/2406 [====>.........................] - ETA: 4:29 - loss: 853.6672 - logits_profile_predictions_loss: 827.0311 - logcount_predictions_loss: 1.1098 476/2406 [====>.........................] - ETA: 4:29 - loss: 853.6495 - logits_profile_predictions_loss: 827.0140 - logcount_predictions_loss: 1.1098 477/2406 [====>.........................] - ETA: 4:28 - loss: 853.6310 - logits_profile_predictions_loss: 826.9962 - logcount_predictions_loss: 1.1098 478/2406 [====>.........................] - ETA: 4:28 - loss: 853.6123 - logits_profile_predictions_loss: 826.9783 - logcount_predictions_loss: 1.1098 479/2406 [====>.........................] - ETA: 4:28 - loss: 853.5938 - logits_profile_predictions_loss: 826.9605 - logcount_predictions_loss: 1.1097 480/2406 [====>.........................] - ETA: 4:28 - loss: 853.5748 - 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[=====>........................] - ETA: 4:27 - loss: 853.4455 - logits_profile_predictions_loss: 826.8183 - logcount_predictions_loss: 1.1095 488/2406 [=====>........................] - ETA: 4:27 - loss: 853.4262 - logits_profile_predictions_loss: 826.7998 - logcount_predictions_loss: 1.1094 489/2406 [=====>........................] - ETA: 4:27 - loss: 853.4070 - logits_profile_predictions_loss: 826.7814 - logcount_predictions_loss: 1.1094 490/2406 [=====>........................] - ETA: 4:27 - loss: 853.3874 - logits_profile_predictions_loss: 826.7626 - logcount_predictions_loss: 1.1094 491/2406 [=====>........................] - ETA: 4:26 - loss: 853.3676 - logits_profile_predictions_loss: 826.7436 - logcount_predictions_loss: 1.1093 492/2406 [=====>........................] - ETA: 4:26 - loss: 853.3485 - logits_profile_predictions_loss: 826.7253 - logcount_predictions_loss: 1.1093 493/2406 [=====>........................] - ETA: 4:26 - loss: 853.3300 - 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[=====>........................] - ETA: 4:25 - loss: 853.1967 - logits_profile_predictions_loss: 826.5796 - logcount_predictions_loss: 1.1090 501/2406 [=====>........................] - ETA: 4:25 - loss: 853.1782 - logits_profile_predictions_loss: 826.5618 - logcount_predictions_loss: 1.1090 502/2406 [=====>........................] - ETA: 4:25 - loss: 853.1600 - logits_profile_predictions_loss: 826.5444 - logcount_predictions_loss: 1.1090 503/2406 [=====>........................] - ETA: 4:25 - loss: 853.1417 - logits_profile_predictions_loss: 826.5268 - logcount_predictions_loss: 1.1090 504/2406 [=====>........................] - ETA: 4:25 - loss: 853.1238 - logits_profile_predictions_loss: 826.5097 - logcount_predictions_loss: 1.1089 505/2406 [=====>........................] - ETA: 4:25 - loss: 853.1060 - logits_profile_predictions_loss: 826.4926 - logcount_predictions_loss: 1.1089 506/2406 [=====>........................] - ETA: 4:24 - loss: 853.0882 - 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[============================>.] - ETA: 1s - loss: 820.1838 - logits_profile_predictions_loss: 795.3393 - logcount_predictions_loss: 1.0352 2399/2406 [============================>.] - ETA: 0s - loss: 820.1825 - logits_profile_predictions_loss: 795.3381 - logcount_predictions_loss: 1.0352 2400/2406 [============================>.] - ETA: 0s - loss: 820.1812 - logits_profile_predictions_loss: 795.3369 - logcount_predictions_loss: 1.0352 2401/2406 [============================>.] - ETA: 0s - loss: 820.1799 - logits_profile_predictions_loss: 795.3357 - logcount_predictions_loss: 1.0352 2402/2406 [============================>.] - ETA: 0s - loss: 820.1785 - logits_profile_predictions_loss: 795.3345 - logcount_predictions_loss: 1.0352 2403/2406 [============================>.] - ETA: 0s - loss: 820.1772 - logits_profile_predictions_loss: 795.3333 - logcount_predictions_loss: 1.0352 2404/2406 [============================>.] - ETA: 0s - loss: 820.1759 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:49 - loss: 920.7352 - logits_profile_predictions_loss: 901.0047 - logcount_predictions_loss: 0.8221 3/2406 [..............................] - ETA: 5:41 - loss: 902.8434 - logits_profile_predictions_loss: 882.7152 - logcount_predictions_loss: 0.8387 4/2406 [..............................] - ETA: 5:39 - loss: 898.6502 - logits_profile_predictions_loss: 878.1852 - logcount_predictions_loss: 0.8527 5/2406 [..............................] - ETA: 5:38 - loss: 897.2489 - logits_profile_predictions_loss: 876.4890 - logcount_predictions_loss: 0.8650 6/2406 [..............................] - ETA: 5:37 - loss: 889.6544 - logits_profile_predictions_loss: 868.7150 - logcount_predictions_loss: 0.8725 7/2406 [..............................] - ETA: 5:36 - loss: 881.1381 - logits_profile_predictions_loss: 860.1246 - logcount_predictions_loss: 0.8756 8/2406 [..............................] - ETA: 5:36 - loss: 872.0561 - logits_profile_predictions_loss: 851.0566 - logcount_predictions_loss: 0.8750 9/2406 [..............................] - ETA: 5:35 - loss: 867.6670 - logits_profile_predictions_loss: 846.6192 - logcount_predictions_loss: 0.8770 10/2406 [..............................] - ETA: 5:35 - loss: 864.5689 - logits_profile_predictions_loss: 843.4825 - logcount_predictions_loss: 0.8786 11/2406 [..............................] - ETA: 5:34 - loss: 862.3328 - logits_profile_predictions_loss: 841.1731 - logcount_predictions_loss: 0.8817 12/2406 [..............................] - ETA: 5:34 - loss: 859.3705 - logits_profile_predictions_loss: 838.1169 - logcount_predictions_loss: 0.8856 13/2406 [..............................] - ETA: 5:34 - loss: 856.5036 - logits_profile_predictions_loss: 835.1348 - logcount_predictions_loss: 0.8904 14/2406 [..............................] - ETA: 5:34 - loss: 853.0319 - logits_profile_predictions_loss: 831.5790 - logcount_predictions_loss: 0.8939 15/2406 [..............................] - ETA: 5:34 - loss: 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[===>..........................] - ETA: 4:48 - loss: 814.2949 - logits_profile_predictions_loss: 790.7675 - logcount_predictions_loss: 0.9803 343/2406 [===>..........................] - ETA: 4:47 - loss: 814.2718 - logits_profile_predictions_loss: 790.7432 - logcount_predictions_loss: 0.9804 344/2406 [===>..........................] - ETA: 4:47 - loss: 814.2488 - logits_profile_predictions_loss: 790.7191 - logcount_predictions_loss: 0.9804 345/2406 [===>..........................] - ETA: 4:47 - loss: 814.2262 - logits_profile_predictions_loss: 790.6954 - logcount_predictions_loss: 0.9804 346/2406 [===>..........................] - ETA: 4:47 - loss: 814.2034 - logits_profile_predictions_loss: 790.6715 - logcount_predictions_loss: 0.9805 347/2406 [===>..........................] - ETA: 4:47 - loss: 814.1807 - logits_profile_predictions_loss: 790.6477 - logcount_predictions_loss: 0.9805 348/2406 [===>..........................] - ETA: 4:47 - loss: 814.1576 - 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[===>..........................] - ETA: 4:42 - loss: 813.4389 - logits_profile_predictions_loss: 789.8742 - logcount_predictions_loss: 0.9819 382/2406 [===>..........................] - ETA: 4:42 - loss: 813.4212 - logits_profile_predictions_loss: 789.8555 - logcount_predictions_loss: 0.9819 383/2406 [===>..........................] - ETA: 4:42 - loss: 813.4036 - logits_profile_predictions_loss: 789.8371 - logcount_predictions_loss: 0.9819 384/2406 [===>..........................] - ETA: 4:42 - loss: 813.3860 - logits_profile_predictions_loss: 789.8187 - logcount_predictions_loss: 0.9820 385/2406 [===>..........................] - ETA: 4:42 - loss: 813.3690 - logits_profile_predictions_loss: 789.8009 - logcount_predictions_loss: 0.9820 386/2406 [===>..........................] - ETA: 4:41 - loss: 813.3515 - logits_profile_predictions_loss: 789.7827 - logcount_predictions_loss: 0.9820 387/2406 [===>..........................] - ETA: 4:41 - loss: 813.3337 - logits_profile_predictions_loss: 789.7642 - logcount_predictions_loss: 0.9821 388/2406 [===>..........................] - ETA: 4:41 - loss: 813.3159 - logits_profile_predictions_loss: 789.7457 - logcount_predictions_loss: 0.9821 389/2406 [===>..........................] - ETA: 4:41 - loss: 813.2977 - logits_profile_predictions_loss: 789.7268 - logcount_predictions_loss: 0.9821 390/2406 [===>..........................] - ETA: 4:41 - loss: 813.2797 - logits_profile_predictions_loss: 789.7082 - logcount_predictions_loss: 0.9821 391/2406 [===>..........................] - ETA: 4:41 - loss: 813.2616 - logits_profile_predictions_loss: 789.6894 - logcount_predictions_loss: 0.9822 392/2406 [===>..........................] - ETA: 4:41 - loss: 813.2430 - logits_profile_predictions_loss: 789.6701 - logcount_predictions_loss: 0.9822 393/2406 [===>..........................] - ETA: 4:41 - loss: 813.2246 - logits_profile_predictions_loss: 789.6511 - logcount_predictions_loss: 0.9822 394/2406 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logits_profile_predictions_loss: 789.5108 - logcount_predictions_loss: 0.9824 401/2406 [====>.........................] - ETA: 4:39 - loss: 813.0686 - logits_profile_predictions_loss: 789.4905 - logcount_predictions_loss: 0.9824 402/2406 [====>.........................] - ETA: 4:39 - loss: 813.0493 - logits_profile_predictions_loss: 789.4708 - logcount_predictions_loss: 0.9824 403/2406 [====>.........................] - ETA: 4:39 - loss: 813.0303 - logits_profile_predictions_loss: 789.4513 - logcount_predictions_loss: 0.9824 404/2406 [====>.........................] - ETA: 4:39 - loss: 813.0114 - logits_profile_predictions_loss: 789.4320 - logcount_predictions_loss: 0.9825 405/2406 [====>.........................] - ETA: 4:39 - loss: 812.9926 - logits_profile_predictions_loss: 789.4128 - logcount_predictions_loss: 0.9825 406/2406 [====>.........................] - ETA: 4:39 - loss: 812.9732 - logits_profile_predictions_loss: 789.3930 - logcount_predictions_loss: 0.9825 407/2406 [====>.........................] - ETA: 4:39 - loss: 812.9545 - logits_profile_predictions_loss: 789.3739 - logcount_predictions_loss: 0.9825 408/2406 [====>.........................] - ETA: 4:38 - loss: 812.9370 - logits_profile_predictions_loss: 789.3559 - logcount_predictions_loss: 0.9825 409/2406 [====>.........................] - ETA: 4:38 - loss: 812.9194 - logits_profile_predictions_loss: 789.3378 - logcount_predictions_loss: 0.9826 410/2406 [====>.........................] - ETA: 4:38 - loss: 812.9007 - logits_profile_predictions_loss: 789.3188 - logcount_predictions_loss: 0.9826 411/2406 [====>.........................] - ETA: 4:38 - loss: 812.8835 - logits_profile_predictions_loss: 789.3010 - logcount_predictions_loss: 0.9826 412/2406 [====>.........................] - ETA: 4:38 - loss: 812.8662 - logits_profile_predictions_loss: 789.2833 - logcount_predictions_loss: 0.9826 413/2406 [====>.........................] - ETA: 4:38 - loss: 812.8500 - logits_profile_predictions_loss: 789.2666 - logcount_predictions_loss: 0.9826 414/2406 [====>.........................] - ETA: 4:38 - loss: 812.8347 - logits_profile_predictions_loss: 789.2508 - logcount_predictions_loss: 0.9827 415/2406 [====>.........................] - ETA: 4:37 - loss: 812.8198 - logits_profile_predictions_loss: 789.2353 - logcount_predictions_loss: 0.9827 416/2406 [====>.........................] - ETA: 4:37 - loss: 812.8053 - logits_profile_predictions_loss: 789.2203 - logcount_predictions_loss: 0.9827 417/2406 [====>.........................] - ETA: 4:37 - loss: 812.7900 - logits_profile_predictions_loss: 789.2045 - logcount_predictions_loss: 0.9827 418/2406 [====>.........................] - ETA: 4:37 - loss: 812.7757 - logits_profile_predictions_loss: 789.1897 - logcount_predictions_loss: 0.9827 419/2406 [====>.........................] - ETA: 4:37 - loss: 812.7617 - logits_profile_predictions_loss: 789.1751 - logcount_predictions_loss: 0.9828 420/2406 [====>.........................] - ETA: 4:37 - loss: 812.7481 - logits_profile_predictions_loss: 789.1609 - logcount_predictions_loss: 0.9828 421/2406 [====>.........................] - ETA: 4:37 - loss: 812.7345 - logits_profile_predictions_loss: 789.1467 - logcount_predictions_loss: 0.9828 422/2406 [====>.........................] - ETA: 4:36 - loss: 812.7218 - logits_profile_predictions_loss: 789.1334 - logcount_predictions_loss: 0.9828 423/2406 [====>.........................] - ETA: 4:36 - loss: 812.7092 - logits_profile_predictions_loss: 789.1203 - logcount_predictions_loss: 0.9829 424/2406 [====>.........................] - ETA: 4:36 - loss: 812.6966 - logits_profile_predictions_loss: 789.1073 - logcount_predictions_loss: 0.9829 425/2406 [====>.........................] - ETA: 4:36 - loss: 812.6839 - logits_profile_predictions_loss: 789.0940 - logcount_predictions_loss: 0.9829 426/2406 [====>.........................] - ETA: 4:36 - loss: 812.6718 - 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[..............................] - ETA: 6:15 - loss: 849.3513 - logits_profile_predictions_loss: 832.2026 - logcount_predictions_loss: 0.7145 2/2406 [..............................] - ETA: 5:38 - loss: 771.9427 - logits_profile_predictions_loss: 754.8588 - logcount_predictions_loss: 0.7118 3/2406 [..............................] - ETA: 5:37 - loss: 737.6893 - logits_profile_predictions_loss: 719.7775 - logcount_predictions_loss: 0.7463 4/2406 [..............................] - ETA: 5:35 - loss: 724.8422 - logits_profile_predictions_loss: 706.2828 - logcount_predictions_loss: 0.7733 5/2406 [..............................] - ETA: 5:35 - loss: 724.0353 - logits_profile_predictions_loss: 705.0414 - logcount_predictions_loss: 0.7914 6/2406 [..............................] - ETA: 5:35 - loss: 726.5207 - logits_profile_predictions_loss: 707.3482 - logcount_predictions_loss: 0.7989 7/2406 [..............................] - ETA: 5:34 - loss: 727.5784 - logits_profile_predictions_loss: 708.1737 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[===>..........................] - ETA: 4:42 - loss: 781.6508 - logits_profile_predictions_loss: 758.8808 - logcount_predictions_loss: 0.9487 381/2406 [===>..........................] - ETA: 4:42 - loss: 781.6806 - logits_profile_predictions_loss: 758.9098 - logcount_predictions_loss: 0.9488 382/2406 [===>..........................] - ETA: 4:42 - loss: 781.7105 - logits_profile_predictions_loss: 758.9390 - logcount_predictions_loss: 0.9488 383/2406 [===>..........................] - ETA: 4:42 - loss: 781.7405 - logits_profile_predictions_loss: 758.9682 - logcount_predictions_loss: 0.9488 384/2406 [===>..........................] - ETA: 4:41 - loss: 781.7720 - logits_profile_predictions_loss: 758.9988 - logcount_predictions_loss: 0.9489 385/2406 [===>..........................] - ETA: 4:41 - loss: 781.8028 - logits_profile_predictions_loss: 759.0288 - logcount_predictions_loss: 0.9489 386/2406 [===>..........................] - ETA: 4:41 - loss: 781.8342 - 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[====>.........................] - ETA: 4:38 - loss: 782.5263 - logits_profile_predictions_loss: 759.7348 - logcount_predictions_loss: 0.9496 407/2406 [====>.........................] - ETA: 4:38 - loss: 782.5607 - logits_profile_predictions_loss: 759.7684 - logcount_predictions_loss: 0.9497 408/2406 [====>.........................] - ETA: 4:38 - loss: 782.5946 - logits_profile_predictions_loss: 759.8017 - logcount_predictions_loss: 0.9497 409/2406 [====>.........................] - ETA: 4:38 - loss: 782.6286 - logits_profile_predictions_loss: 759.8350 - logcount_predictions_loss: 0.9497 410/2406 [====>.........................] - ETA: 4:38 - loss: 782.6628 - logits_profile_predictions_loss: 759.8685 - logcount_predictions_loss: 0.9498 411/2406 [====>.........................] - ETA: 4:38 - loss: 782.6962 - logits_profile_predictions_loss: 759.9012 - logcount_predictions_loss: 0.9498 412/2406 [====>.........................] - ETA: 4:38 - loss: 782.7286 - 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[====>.........................] - ETA: 4:37 - loss: 782.9557 - logits_profile_predictions_loss: 760.1559 - logcount_predictions_loss: 0.9500 420/2406 [====>.........................] - ETA: 4:36 - loss: 782.9873 - logits_profile_predictions_loss: 760.1871 - logcount_predictions_loss: 0.9500 421/2406 [====>.........................] - ETA: 4:36 - loss: 783.0193 - logits_profile_predictions_loss: 760.2186 - logcount_predictions_loss: 0.9500 422/2406 [====>.........................] - ETA: 4:36 - loss: 783.0511 - logits_profile_predictions_loss: 760.2500 - logcount_predictions_loss: 0.9500 423/2406 [====>.........................] - ETA: 4:36 - loss: 783.0823 - logits_profile_predictions_loss: 760.2808 - logcount_predictions_loss: 0.9501 424/2406 [====>.........................] - ETA: 4:36 - loss: 783.1138 - logits_profile_predictions_loss: 760.3119 - logcount_predictions_loss: 0.9501 425/2406 [====>.........................] - ETA: 4:36 - loss: 783.1454 - 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[============================>.] - ETA: 5s - loss: 791.2116 - logits_profile_predictions_loss: 768.5681 - logcount_predictions_loss: 0.9435 2364/2406 [============================>.] - ETA: 5s - loss: 791.2120 - logits_profile_predictions_loss: 768.5685 - logcount_predictions_loss: 0.9435 2365/2406 [============================>.] - ETA: 5s - loss: 791.2124 - logits_profile_predictions_loss: 768.5690 - logcount_predictions_loss: 0.9435 2366/2406 [============================>.] - ETA: 5s - loss: 791.2128 - logits_profile_predictions_loss: 768.5694 - logcount_predictions_loss: 0.9435 2367/2406 [============================>.] - ETA: 5s - loss: 791.2132 - logits_profile_predictions_loss: 768.5698 - logcount_predictions_loss: 0.9435 2368/2406 [============================>.] - ETA: 5s - loss: 791.2136 - logits_profile_predictions_loss: 768.5702 - logcount_predictions_loss: 0.9435 2369/2406 [============================>.] - ETA: 5s - loss: 791.2139 - logits_profile_predictions_loss: 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2383/2406 [============================>.] - ETA: 3s - loss: 791.2189 - logits_profile_predictions_loss: 768.5762 - logcount_predictions_loss: 0.9434 2384/2406 [============================>.] - ETA: 3s - loss: 791.2193 - logits_profile_predictions_loss: 768.5766 - logcount_predictions_loss: 0.9434 2385/2406 [============================>.] - ETA: 2s - loss: 791.2196 - logits_profile_predictions_loss: 768.5770 - logcount_predictions_loss: 0.9434 2386/2406 [============================>.] - ETA: 2s - loss: 791.2199 - logits_profile_predictions_loss: 768.5773 - logcount_predictions_loss: 0.9434 2387/2406 [============================>.] - ETA: 2s - loss: 791.2202 - logits_profile_predictions_loss: 768.5777 - logcount_predictions_loss: 0.9434 2388/2406 [============================>.] - ETA: 2s - loss: 791.2205 - logits_profile_predictions_loss: 768.5780 - logcount_predictions_loss: 0.9434 2389/2406 [============================>.] - ETA: 2s - loss: 791.2208 - 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[============================>.] - ETA: 1s - loss: 791.2230 - logits_profile_predictions_loss: 768.5808 - logcount_predictions_loss: 0.9434 2397/2406 [============================>.] - ETA: 1s - loss: 791.2234 - logits_profile_predictions_loss: 768.5813 - logcount_predictions_loss: 0.9434 2398/2406 [============================>.] - ETA: 1s - loss: 791.2238 - logits_profile_predictions_loss: 768.5817 - logcount_predictions_loss: 0.9434 2399/2406 [============================>.] - ETA: 0s - loss: 791.2242 - logits_profile_predictions_loss: 768.5822 - logcount_predictions_loss: 0.9434 2400/2406 [============================>.] - ETA: 0s - loss: 791.2246 - logits_profile_predictions_loss: 768.5826 - logcount_predictions_loss: 0.9434 2401/2406 [============================>.] - ETA: 0s - loss: 791.2250 - logits_profile_predictions_loss: 768.5830 - logcount_predictions_loss: 0.9434 2402/2406 [============================>.] - ETA: 0s - loss: 791.2254 - logits_profile_predictions_loss: 768.5835 - logcount_predictions_loss: 0.9434 2403/2406 [============================>.] - ETA: 0s - loss: 791.2258 - logits_profile_predictions_loss: 768.5839 - logcount_predictions_loss: 0.9434 2404/2406 [============================>.] - ETA: 0s - loss: 791.2263 - logits_profile_predictions_loss: 768.5844 - logcount_predictions_loss: 0.9434 2405/2406 [============================>.] - ETA: 0s - loss: 791.2267 - logits_profile_predictions_loss: 768.5848 - logcount_predictions_loss: 0.9434 2406/2406 [==============================] - ETA: 0s - loss: 791.2271 - logits_profile_predictions_loss: 768.5853 - logcount_predictions_loss: 0.9434 2406/2406 [==============================] - 355s 148ms/step - loss: 791.2275 - logits_profile_predictions_loss: 768.5857 - logcount_predictions_loss: 0.9434 - val_loss: 938.2280 - val_logits_profile_predictions_loss: 914.0349 - val_logcount_predictions_loss: 1.0081 Epoch 00006: val_loss improved from 949.36267 to 938.22803, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 7/50 1/2406 [..............................] - ETA: 6:13 - loss: 820.6364 - logits_profile_predictions_loss: 796.6019 - logcount_predictions_loss: 1.0014 2/2406 [..............................] - ETA: 5:43 - loss: 817.4281 - logits_profile_predictions_loss: 794.0076 - logcount_predictions_loss: 0.9759 3/2406 [..............................] - ETA: 5:39 - loss: 808.5940 - logits_profile_predictions_loss: 785.8601 - logcount_predictions_loss: 0.9472 4/2406 [..............................] - ETA: 5:38 - loss: 800.0857 - logits_profile_predictions_loss: 777.5321 - logcount_predictions_loss: 0.9397 5/2406 [..............................] - ETA: 5:37 - loss: 791.3112 - logits_profile_predictions_loss: 769.0796 - logcount_predictions_loss: 0.9263 6/2406 [..............................] - ETA: 5:40 - loss: 787.5466 - logits_profile_predictions_loss: 765.5803 - logcount_predictions_loss: 0.9153 7/2406 [..............................] - ETA: 5:43 - loss: 784.7163 - logits_profile_predictions_loss: 762.9269 - logcount_predictions_loss: 0.9079 8/2406 [..............................] - ETA: 5:42 - loss: 782.2261 - logits_profile_predictions_loss: 760.6051 - logcount_predictions_loss: 0.9009 9/2406 [..............................] - ETA: 5:40 - loss: 779.5165 - logits_profile_predictions_loss: 758.0781 - logcount_predictions_loss: 0.8933 10/2406 [..............................] - ETA: 5:39 - loss: 776.9342 - logits_profile_predictions_loss: 755.6332 - logcount_predictions_loss: 0.8875 11/2406 [..............................] - ETA: 5:39 - loss: 775.8765 - logits_profile_predictions_loss: 754.7070 - logcount_predictions_loss: 0.8821 12/2406 [..............................] - ETA: 5:38 - loss: 774.8356 - logits_profile_predictions_loss: 753.7374 - logcount_predictions_loss: 0.8791 13/2406 [..............................] - ETA: 5:38 - loss: 774.4787 - logits_profile_predictions_loss: 753.4462 - logcount_predictions_loss: 0.8764 14/2406 [..............................] - ETA: 5:37 - loss: 773.4414 - logits_profile_predictions_loss: 752.4636 - logcount_predictions_loss: 0.8741 15/2406 [..............................] - ETA: 5:37 - loss: 772.2203 - logits_profile_predictions_loss: 751.3043 - logcount_predictions_loss: 0.8715 16/2406 [..............................] - ETA: 5:36 - loss: 771.3187 - logits_profile_predictions_loss: 750.4188 - logcount_predictions_loss: 0.8708 17/2406 [..............................] - ETA: 5:36 - loss: 769.7598 - logits_profile_predictions_loss: 748.8742 - logcount_predictions_loss: 0.8702 18/2406 [..............................] - ETA: 5:36 - loss: 768.5520 - logits_profile_predictions_loss: 747.6731 - logcount_predictions_loss: 0.8700 19/2406 [..............................] - ETA: 5:35 - loss: 767.5446 - logits_profile_predictions_loss: 746.6732 - logcount_predictions_loss: 0.8696 20/2406 [..............................] - ETA: 5:35 - loss: 766.4637 - logits_profile_predictions_loss: 745.5977 - logcount_predictions_loss: 0.8694 21/2406 [..............................] - ETA: 5:35 - loss: 765.3844 - logits_profile_predictions_loss: 744.5161 - logcount_predictions_loss: 0.8695 22/2406 [..............................] - ETA: 5:35 - loss: 764.6063 - logits_profile_predictions_loss: 743.7293 - logcount_predictions_loss: 0.8699 23/2406 [..............................] - ETA: 5:34 - loss: 763.7572 - logits_profile_predictions_loss: 742.8790 - logcount_predictions_loss: 0.8699 24/2406 [..............................] - ETA: 5:34 - loss: 763.1401 - logits_profile_predictions_loss: 742.2619 - logcount_predictions_loss: 0.8699 25/2406 [..............................] - ETA: 5:34 - loss: 762.9744 - logits_profile_predictions_loss: 742.0866 - logcount_predictions_loss: 0.8703 26/2406 [..............................] - ETA: 5:34 - loss: 762.9175 - logits_profile_predictions_loss: 742.0191 - logcount_predictions_loss: 0.8708 27/2406 [..............................] - ETA: 5:33 - loss: 762.8557 - logits_profile_predictions_loss: 741.9524 - logcount_predictions_loss: 0.8710 28/2406 [..............................] - ETA: 5:33 - loss: 762.7900 - logits_profile_predictions_loss: 741.8807 - logcount_predictions_loss: 0.8712 29/2406 [..............................] - ETA: 5:33 - loss: 762.8099 - logits_profile_predictions_loss: 741.8865 - logcount_predictions_loss: 0.8718 30/2406 [..............................] - ETA: 5:33 - loss: 762.8801 - logits_profile_predictions_loss: 741.9504 - logcount_predictions_loss: 0.8721 31/2406 [..............................] - ETA: 5:33 - loss: 763.0057 - logits_profile_predictions_loss: 742.0679 - logcount_predictions_loss: 0.8724 32/2406 [..............................] - ETA: 5:32 - loss: 763.0945 - logits_profile_predictions_loss: 742.1458 - logcount_predictions_loss: 0.8729 33/2406 [..............................] - ETA: 5:32 - 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[..............................] - ETA: 5:29 - loss: 762.1253 - logits_profile_predictions_loss: 741.0585 - logcount_predictions_loss: 0.8778 54/2406 [..............................] - ETA: 5:29 - loss: 762.1867 - logits_profile_predictions_loss: 741.1183 - logcount_predictions_loss: 0.8778 55/2406 [..............................] - ETA: 5:29 - loss: 762.2765 - logits_profile_predictions_loss: 741.2068 - logcount_predictions_loss: 0.8779 56/2406 [..............................] - ETA: 5:28 - loss: 762.3350 - logits_profile_predictions_loss: 741.2618 - logcount_predictions_loss: 0.8781 57/2406 [..............................] - ETA: 5:28 - loss: 762.3741 - logits_profile_predictions_loss: 741.2986 - logcount_predictions_loss: 0.8781 58/2406 [..............................] - ETA: 5:28 - loss: 762.4564 - logits_profile_predictions_loss: 741.3751 - logcount_predictions_loss: 0.8784 59/2406 [..............................] - ETA: 5:28 - loss: 762.5171 - logits_profile_predictions_loss: 741.4302 - logcount_predictions_loss: 0.8786 60/2406 [..............................] - ETA: 5:28 - loss: 762.5987 - logits_profile_predictions_loss: 741.5066 - logcount_predictions_loss: 0.8788 61/2406 [..............................] - ETA: 5:28 - loss: 762.7009 - logits_profile_predictions_loss: 741.6026 - logcount_predictions_loss: 0.8791 62/2406 [..............................] - ETA: 5:28 - loss: 762.7794 - logits_profile_predictions_loss: 741.6763 - logcount_predictions_loss: 0.8793 63/2406 [..............................] - ETA: 5:27 - loss: 762.9008 - logits_profile_predictions_loss: 741.7923 - logcount_predictions_loss: 0.8795 64/2406 [..............................] - ETA: 5:27 - loss: 763.0120 - logits_profile_predictions_loss: 741.8983 - logcount_predictions_loss: 0.8797 65/2406 [..............................] - ETA: 5:27 - loss: 763.1441 - logits_profile_predictions_loss: 742.0248 - logcount_predictions_loss: 0.8800 66/2406 [..............................] - ETA: 5:27 - 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[==>...........................] - ETA: 4:52 - loss: 779.4423 - logits_profile_predictions_loss: 757.8634 - logcount_predictions_loss: 0.8991 315/2406 [==>...........................] - ETA: 4:51 - loss: 779.4543 - logits_profile_predictions_loss: 757.8743 - logcount_predictions_loss: 0.8992 316/2406 [==>...........................] - ETA: 4:51 - loss: 779.4673 - logits_profile_predictions_loss: 757.8864 - logcount_predictions_loss: 0.8992 317/2406 [==>...........................] - ETA: 4:51 - loss: 779.4802 - logits_profile_predictions_loss: 757.8981 - logcount_predictions_loss: 0.8993 318/2406 [==>...........................] - ETA: 4:51 - loss: 779.4929 - logits_profile_predictions_loss: 757.9098 - logcount_predictions_loss: 0.8993 319/2406 [==>...........................] - ETA: 4:51 - loss: 779.5050 - logits_profile_predictions_loss: 757.9209 - logcount_predictions_loss: 0.8993 320/2406 [==>...........................] - ETA: 4:51 - loss: 779.5182 - 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[====>.........................] - ETA: 4:37 - loss: 780.6179 - logits_profile_predictions_loss: 758.9128 - logcount_predictions_loss: 0.9044 419/2406 [====>.........................] - ETA: 4:37 - loss: 780.6305 - logits_profile_predictions_loss: 758.9243 - logcount_predictions_loss: 0.9044 420/2406 [====>.........................] - ETA: 4:36 - loss: 780.6427 - logits_profile_predictions_loss: 758.9353 - logcount_predictions_loss: 0.9045 421/2406 [====>.........................] - ETA: 4:36 - loss: 780.6546 - logits_profile_predictions_loss: 758.9461 - logcount_predictions_loss: 0.9045 422/2406 [====>.........................] - ETA: 4:36 - loss: 780.6669 - logits_profile_predictions_loss: 758.9573 - logcount_predictions_loss: 0.9046 423/2406 [====>.........................] - ETA: 4:36 - loss: 780.6802 - logits_profile_predictions_loss: 758.9695 - logcount_predictions_loss: 0.9046 424/2406 [====>.........................] - ETA: 4:36 - loss: 780.6926 - 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[====>.........................] - ETA: 4:31 - loss: 781.1633 - logits_profile_predictions_loss: 759.4165 - logcount_predictions_loss: 0.9061 458/2406 [====>.........................] - ETA: 4:31 - loss: 781.1779 - logits_profile_predictions_loss: 759.4301 - logcount_predictions_loss: 0.9062 459/2406 [====>.........................] - ETA: 4:31 - loss: 781.1921 - logits_profile_predictions_loss: 759.4433 - logcount_predictions_loss: 0.9062 460/2406 [====>.........................] - ETA: 4:31 - loss: 781.2058 - logits_profile_predictions_loss: 759.4561 - logcount_predictions_loss: 0.9062 461/2406 [====>.........................] - ETA: 4:31 - loss: 781.2193 - logits_profile_predictions_loss: 759.4687 - logcount_predictions_loss: 0.9063 462/2406 [====>.........................] - ETA: 4:31 - loss: 781.2322 - logits_profile_predictions_loss: 759.4807 - logcount_predictions_loss: 0.9063 463/2406 [====>.........................] - ETA: 4:31 - loss: 781.2443 - 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[====>.........................] - ETA: 4:30 - loss: 781.3317 - logits_profile_predictions_loss: 759.5736 - logcount_predictions_loss: 0.9066 471/2406 [====>.........................] - ETA: 4:29 - loss: 781.3450 - logits_profile_predictions_loss: 759.5861 - logcount_predictions_loss: 0.9066 472/2406 [====>.........................] - ETA: 4:29 - loss: 781.3579 - logits_profile_predictions_loss: 759.5983 - logcount_predictions_loss: 0.9067 473/2406 [====>.........................] - ETA: 4:29 - loss: 781.3703 - logits_profile_predictions_loss: 759.6100 - logcount_predictions_loss: 0.9067 474/2406 [====>.........................] - ETA: 4:29 - loss: 781.3831 - logits_profile_predictions_loss: 759.6221 - logcount_predictions_loss: 0.9067 475/2406 [====>.........................] - ETA: 4:29 - loss: 781.3960 - logits_profile_predictions_loss: 759.6342 - logcount_predictions_loss: 0.9068 476/2406 [====>.........................] - ETA: 4:29 - loss: 781.4084 - 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logits_profile_predictions_loss: 761.7216 - logcount_predictions_loss: 0.9079 2356/2406 [============================>.] - ETA: 6s - loss: 783.5115 - logits_profile_predictions_loss: 761.7220 - logcount_predictions_loss: 0.9079 2357/2406 [============================>.] - ETA: 6s - loss: 783.5118 - logits_profile_predictions_loss: 761.7224 - logcount_predictions_loss: 0.9079 2358/2406 [============================>.] - ETA: 6s - loss: 783.5121 - logits_profile_predictions_loss: 761.7227 - logcount_predictions_loss: 0.9079 2359/2406 [============================>.] - ETA: 6s - loss: 783.5124 - logits_profile_predictions_loss: 761.7231 - logcount_predictions_loss: 0.9079 2360/2406 [============================>.] - ETA: 6s - loss: 783.5127 - logits_profile_predictions_loss: 761.7235 - logcount_predictions_loss: 0.9079 2361/2406 [============================>.] - ETA: 6s - loss: 783.5130 - logits_profile_predictions_loss: 761.7238 - logcount_predictions_loss: 0.9079 2362/2406 [============================>.] - ETA: 6s - loss: 783.5133 - logits_profile_predictions_loss: 761.7242 - logcount_predictions_loss: 0.9079 2363/2406 [============================>.] - ETA: 6s - loss: 783.5136 - logits_profile_predictions_loss: 761.7245 - logcount_predictions_loss: 0.9079 2364/2406 [============================>.] - ETA: 5s - loss: 783.5138 - logits_profile_predictions_loss: 761.7249 - logcount_predictions_loss: 0.9079 2365/2406 [============================>.] - ETA: 5s - loss: 783.5141 - logits_profile_predictions_loss: 761.7252 - logcount_predictions_loss: 0.9079 2366/2406 [============================>.] - ETA: 5s - loss: 783.5144 - logits_profile_predictions_loss: 761.7256 - logcount_predictions_loss: 0.9079 2367/2406 [============================>.] - ETA: 5s - loss: 783.5147 - logits_profile_predictions_loss: 761.7259 - logcount_predictions_loss: 0.9079 2368/2406 [============================>.] - ETA: 5s - loss: 783.5150 - logits_profile_predictions_loss: 761.7263 - logcount_predictions_loss: 0.9079 2369/2406 [============================>.] - ETA: 5s - loss: 783.5153 - logits_profile_predictions_loss: 761.7267 - logcount_predictions_loss: 0.9079 2370/2406 [============================>.] - ETA: 5s - loss: 783.5156 - logits_profile_predictions_loss: 761.7271 - logcount_predictions_loss: 0.9079 2371/2406 [============================>.] - ETA: 4s - loss: 783.5160 - logits_profile_predictions_loss: 761.7275 - logcount_predictions_loss: 0.9079 2372/2406 [============================>.] - ETA: 4s - loss: 783.5163 - logits_profile_predictions_loss: 761.7278 - logcount_predictions_loss: 0.9079 2373/2406 [============================>.] - ETA: 4s - loss: 783.5166 - logits_profile_predictions_loss: 761.7282 - logcount_predictions_loss: 0.9079 2374/2406 [============================>.] - ETA: 4s - loss: 783.5169 - logits_profile_predictions_loss: 761.7286 - logcount_predictions_loss: 0.9079 2375/2406 [============================>.] - ETA: 4s - loss: 783.5172 - logits_profile_predictions_loss: 761.7290 - logcount_predictions_loss: 0.9079 2376/2406 [============================>.] - ETA: 4s - loss: 783.5175 - logits_profile_predictions_loss: 761.7293 - logcount_predictions_loss: 0.9079 2377/2406 [============================>.] - ETA: 4s - loss: 783.5178 - logits_profile_predictions_loss: 761.7297 - logcount_predictions_loss: 0.9079 2378/2406 [============================>.] - ETA: 3s - loss: 783.5182 - logits_profile_predictions_loss: 761.7301 - logcount_predictions_loss: 0.9079 2379/2406 [============================>.] - ETA: 3s - loss: 783.5185 - logits_profile_predictions_loss: 761.7305 - logcount_predictions_loss: 0.9079 2380/2406 [============================>.] - ETA: 3s - loss: 783.5188 - logits_profile_predictions_loss: 761.7309 - logcount_predictions_loss: 0.9079 2381/2406 [============================>.] - ETA: 3s - loss: 783.5191 - logits_profile_predictions_loss: 761.7313 - logcount_predictions_loss: 0.9079 2382/2406 [============================>.] - ETA: 3s - loss: 783.5195 - logits_profile_predictions_loss: 761.7317 - logcount_predictions_loss: 0.9079 2383/2406 [============================>.] - ETA: 3s - loss: 783.5199 - logits_profile_predictions_loss: 761.7321 - logcount_predictions_loss: 0.9079 2384/2406 [============================>.] - ETA: 3s - loss: 783.5202 - logits_profile_predictions_loss: 761.7326 - logcount_predictions_loss: 0.9079 2385/2406 [============================>.] - ETA: 2s - loss: 783.5206 - logits_profile_predictions_loss: 761.7330 - logcount_predictions_loss: 0.9078 2386/2406 [============================>.] - ETA: 2s - loss: 783.5210 - logits_profile_predictions_loss: 761.7335 - logcount_predictions_loss: 0.9078 2387/2406 [============================>.] - ETA: 2s - loss: 783.5214 - logits_profile_predictions_loss: 761.7339 - logcount_predictions_loss: 0.9078 2388/2406 [============================>.] - ETA: 2s - loss: 783.5218 - logits_profile_predictions_loss: 761.7344 - logcount_predictions_loss: 0.9078 2389/2406 [============================>.] - ETA: 2s - loss: 783.5222 - logits_profile_predictions_loss: 761.7349 - logcount_predictions_loss: 0.9078 2390/2406 [============================>.] - ETA: 2s - loss: 783.5226 - logits_profile_predictions_loss: 761.7353 - logcount_predictions_loss: 0.9078 2391/2406 [============================>.] - ETA: 2s - loss: 783.5230 - logits_profile_predictions_loss: 761.7358 - logcount_predictions_loss: 0.9078 2392/2406 [============================>.] - ETA: 1s - loss: 783.5234 - logits_profile_predictions_loss: 761.7363 - logcount_predictions_loss: 0.9078 2393/2406 [============================>.] - ETA: 1s - loss: 783.5238 - logits_profile_predictions_loss: 761.7368 - logcount_predictions_loss: 0.9078 2394/2406 [============================>.] - ETA: 1s - loss: 783.5242 - logits_profile_predictions_loss: 761.7373 - logcount_predictions_loss: 0.9078 2395/2406 [============================>.] - ETA: 1s - loss: 783.5246 - logits_profile_predictions_loss: 761.7377 - logcount_predictions_loss: 0.9078 2396/2406 [============================>.] - ETA: 1s - loss: 783.5250 - logits_profile_predictions_loss: 761.7382 - logcount_predictions_loss: 0.9078 2397/2406 [============================>.] - ETA: 1s - loss: 783.5255 - logits_profile_predictions_loss: 761.7387 - logcount_predictions_loss: 0.9078 2398/2406 [============================>.] - ETA: 1s - loss: 783.5259 - logits_profile_predictions_loss: 761.7392 - logcount_predictions_loss: 0.9078 2399/2406 [============================>.] - ETA: 0s - loss: 783.5263 - logits_profile_predictions_loss: 761.7396 - logcount_predictions_loss: 0.9078 2400/2406 [============================>.] - ETA: 0s - loss: 783.5267 - logits_profile_predictions_loss: 761.7401 - logcount_predictions_loss: 0.9078 2401/2406 [============================>.] - ETA: 0s - loss: 783.5271 - logits_profile_predictions_loss: 761.7406 - logcount_predictions_loss: 0.9078 2402/2406 [============================>.] - ETA: 0s - loss: 783.5275 - logits_profile_predictions_loss: 761.7411 - logcount_predictions_loss: 0.9078 2403/2406 [============================>.] - ETA: 0s - loss: 783.5279 - logits_profile_predictions_loss: 761.7416 - logcount_predictions_loss: 0.9078 2404/2406 [============================>.] - ETA: 0s - loss: 783.5284 - logits_profile_predictions_loss: 761.7421 - logcount_predictions_loss: 0.9078 2405/2406 [============================>.] - ETA: 0s - loss: 783.5288 - logits_profile_predictions_loss: 761.7425 - logcount_predictions_loss: 0.9078 2406/2406 [==============================] - ETA: 0s - loss: 783.5292 - logits_profile_predictions_loss: 761.7430 - logcount_predictions_loss: 0.9078 2406/2406 [==============================] - 356s 148ms/step - loss: 783.5297 - logits_profile_predictions_loss: 761.7436 - logcount_predictions_loss: 0.9078 - val_loss: 941.2872 - val_logits_profile_predictions_loss: 920.5646 - val_logcount_predictions_loss: 0.8634 Epoch 00007: val_loss did not improve from 938.22803 Epoch 8/50 1/2406 [..............................] - ETA: 6:14 - loss: 840.0235 - logits_profile_predictions_loss: 819.2825 - logcount_predictions_loss: 0.8642 2/2406 [..............................] - ETA: 5:38 - loss: 849.1904 - logits_profile_predictions_loss: 826.6933 - logcount_predictions_loss: 0.9374 3/2406 [..............................] - ETA: 5:37 - loss: 839.8637 - logits_profile_predictions_loss: 817.4718 - logcount_predictions_loss: 0.9330 4/2406 [..............................] - ETA: 5:36 - loss: 826.9206 - logits_profile_predictions_loss: 804.9091 - logcount_predictions_loss: 0.9171 5/2406 [..............................] - ETA: 5:36 - loss: 820.3278 - logits_profile_predictions_loss: 798.3569 - logcount_predictions_loss: 0.9155 6/2406 [..............................] - ETA: 5:35 - loss: 813.0674 - logits_profile_predictions_loss: 791.1805 - logcount_predictions_loss: 0.9120 7/2406 [..............................] - ETA: 5:35 - loss: 807.6471 - logits_profile_predictions_loss: 785.8087 - logcount_predictions_loss: 0.9099 8/2406 [..............................] - ETA: 5:35 - loss: 805.8009 - logits_profile_predictions_loss: 783.9384 - logcount_predictions_loss: 0.9109 9/2406 [..............................] - ETA: 5:35 - loss: 805.0131 - logits_profile_predictions_loss: 783.1087 - logcount_predictions_loss: 0.9127 10/2406 [..............................] - ETA: 5:34 - loss: 803.8664 - logits_profile_predictions_loss: 782.0003 - logcount_predictions_loss: 0.9111 11/2406 [..............................] - ETA: 5:34 - loss: 802.8077 - logits_profile_predictions_loss: 780.9200 - logcount_predictions_loss: 0.9120 12/2406 [..............................] - ETA: 5:34 - loss: 802.7137 - logits_profile_predictions_loss: 780.8243 - logcount_predictions_loss: 0.9121 13/2406 [..............................] - ETA: 5:34 - loss: 802.2808 - logits_profile_predictions_loss: 780.4220 - logcount_predictions_loss: 0.9108 14/2406 [..............................] - ETA: 5:34 - loss: 801.9437 - logits_profile_predictions_loss: 780.1093 - logcount_predictions_loss: 0.9098 15/2406 [..............................] - ETA: 5:33 - loss: 800.9546 - logits_profile_predictions_loss: 779.1547 - logcount_predictions_loss: 0.9083 16/2406 [..............................] - ETA: 5:33 - loss: 799.8512 - logits_profile_predictions_loss: 778.1084 - logcount_predictions_loss: 0.9060 17/2406 [..............................] - ETA: 5:33 - loss: 798.4188 - logits_profile_predictions_loss: 776.7339 - logcount_predictions_loss: 0.9035 18/2406 [..............................] - ETA: 5:33 - loss: 796.7872 - logits_profile_predictions_loss: 775.1542 - logcount_predictions_loss: 0.9014 19/2406 [..............................] - ETA: 5:33 - loss: 795.6294 - logits_profile_predictions_loss: 774.0431 - logcount_predictions_loss: 0.8994 20/2406 [..............................] - ETA: 5:33 - loss: 793.9422 - logits_profile_predictions_loss: 772.4181 - logcount_predictions_loss: 0.8968 21/2406 [..............................] - ETA: 5:32 - loss: 791.8604 - logits_profile_predictions_loss: 770.4104 - logcount_predictions_loss: 0.8937 22/2406 [..............................] - ETA: 5:32 - loss: 790.0526 - logits_profile_predictions_loss: 768.6503 - logcount_predictions_loss: 0.8918 23/2406 [..............................] - ETA: 5:32 - loss: 788.5118 - logits_profile_predictions_loss: 767.1484 - logcount_predictions_loss: 0.8901 24/2406 [..............................] - ETA: 5:32 - loss: 787.0453 - logits_profile_predictions_loss: 765.7200 - logcount_predictions_loss: 0.8886 25/2406 [..............................] - ETA: 5:32 - loss: 785.7388 - logits_profile_predictions_loss: 764.4421 - logcount_predictions_loss: 0.8874 26/2406 [..............................] - ETA: 5:31 - loss: 784.3849 - logits_profile_predictions_loss: 763.1140 - logcount_predictions_loss: 0.8863 27/2406 [..............................] - ETA: 5:31 - loss: 783.1843 - logits_profile_predictions_loss: 761.9369 - logcount_predictions_loss: 0.8853 28/2406 [..............................] - ETA: 5:31 - loss: 782.3318 - logits_profile_predictions_loss: 761.1017 - logcount_predictions_loss: 0.8846 29/2406 [..............................] - ETA: 5:31 - loss: 781.5470 - logits_profile_predictions_loss: 760.3263 - logcount_predictions_loss: 0.8842 30/2406 [..............................] - ETA: 5:31 - loss: 780.7987 - logits_profile_predictions_loss: 759.5890 - logcount_predictions_loss: 0.8837 31/2406 [..............................] - ETA: 5:31 - loss: 780.3703 - logits_profile_predictions_loss: 759.1740 - logcount_predictions_loss: 0.8832 32/2406 [..............................] - ETA: 5:30 - loss: 779.8635 - logits_profile_predictions_loss: 758.6823 - logcount_predictions_loss: 0.8825 33/2406 [..............................] - ETA: 5:30 - loss: 779.5311 - logits_profile_predictions_loss: 758.3614 - logcount_predictions_loss: 0.8821 34/2406 [..............................] - ETA: 5:30 - loss: 779.2687 - logits_profile_predictions_loss: 758.1011 - logcount_predictions_loss: 0.8820 35/2406 [..............................] - ETA: 5:30 - loss: 778.8928 - logits_profile_predictions_loss: 757.7272 - logcount_predictions_loss: 0.8819 36/2406 [..............................] - ETA: 5:30 - loss: 778.5712 - logits_profile_predictions_loss: 757.4043 - logcount_predictions_loss: 0.8820 37/2406 [..............................] - ETA: 5:30 - loss: 778.2120 - logits_profile_predictions_loss: 757.0463 - logcount_predictions_loss: 0.8819 38/2406 [..............................] - ETA: 5:29 - loss: 777.9151 - logits_profile_predictions_loss: 756.7499 - logcount_predictions_loss: 0.8819 39/2406 [..............................] - ETA: 5:29 - loss: 777.5919 - logits_profile_predictions_loss: 756.4301 - logcount_predictions_loss: 0.8817 40/2406 [..............................] - ETA: 5:29 - loss: 777.2414 - logits_profile_predictions_loss: 756.0864 - logcount_predictions_loss: 0.8815 41/2406 [..............................] - ETA: 5:29 - loss: 776.8960 - logits_profile_predictions_loss: 755.7491 - logcount_predictions_loss: 0.8811 42/2406 [..............................] - ETA: 5:29 - loss: 776.6387 - logits_profile_predictions_loss: 755.5035 - logcount_predictions_loss: 0.8806 43/2406 [..............................] - ETA: 5:29 - loss: 776.3459 - logits_profile_predictions_loss: 755.2236 - logcount_predictions_loss: 0.8801 44/2406 [..............................] - ETA: 5:28 - loss: 776.0297 - logits_profile_predictions_loss: 754.9195 - logcount_predictions_loss: 0.8796 45/2406 [..............................] - ETA: 5:28 - loss: 775.7194 - logits_profile_predictions_loss: 754.6209 - logcount_predictions_loss: 0.8791 46/2406 [..............................] - ETA: 5:28 - loss: 775.4331 - logits_profile_predictions_loss: 754.3443 - logcount_predictions_loss: 0.8787 47/2406 [..............................] - ETA: 5:28 - loss: 775.1051 - logits_profile_predictions_loss: 754.0268 - logcount_predictions_loss: 0.8783 48/2406 [..............................] - ETA: 5:28 - loss: 774.8004 - logits_profile_predictions_loss: 753.7310 - logcount_predictions_loss: 0.8779 49/2406 [..............................] - ETA: 5:28 - loss: 774.5487 - logits_profile_predictions_loss: 753.4903 - logcount_predictions_loss: 0.8774 50/2406 [..............................] - ETA: 5:28 - loss: 774.3425 - logits_profile_predictions_loss: 753.2967 - logcount_predictions_loss: 0.8769 51/2406 [..............................] - ETA: 5:28 - loss: 774.1550 - logits_profile_predictions_loss: 753.1220 - logcount_predictions_loss: 0.8764 52/2406 [..............................] - ETA: 5:27 - loss: 773.9838 - logits_profile_predictions_loss: 752.9608 - logcount_predictions_loss: 0.8760 53/2406 [..............................] - ETA: 5:27 - loss: 773.8054 - logits_profile_predictions_loss: 752.7916 - logcount_predictions_loss: 0.8756 54/2406 [..............................] - ETA: 5:27 - loss: 773.6294 - logits_profile_predictions_loss: 752.6244 - logcount_predictions_loss: 0.8752 55/2406 [..............................] - ETA: 5:27 - loss: 773.4786 - logits_profile_predictions_loss: 752.4813 - logcount_predictions_loss: 0.8749 56/2406 [..............................] - ETA: 5:27 - loss: 773.3043 - logits_profile_predictions_loss: 752.3115 - logcount_predictions_loss: 0.8747 57/2406 [..............................] - ETA: 5:27 - loss: 773.1859 - logits_profile_predictions_loss: 752.1984 - logcount_predictions_loss: 0.8745 58/2406 [..............................] - ETA: 5:26 - loss: 773.1078 - logits_profile_predictions_loss: 752.1250 - logcount_predictions_loss: 0.8743 59/2406 [..............................] - ETA: 5:26 - loss: 772.9814 - logits_profile_predictions_loss: 752.0038 - logcount_predictions_loss: 0.8741 60/2406 [..............................] - ETA: 5:26 - loss: 772.8559 - logits_profile_predictions_loss: 751.8813 - logcount_predictions_loss: 0.8739 61/2406 [..............................] - ETA: 5:26 - loss: 772.7560 - logits_profile_predictions_loss: 751.7826 - logcount_predictions_loss: 0.8739 62/2406 [..............................] - ETA: 5:26 - loss: 772.6974 - logits_profile_predictions_loss: 751.7252 - logcount_predictions_loss: 0.8738 63/2406 [..............................] - ETA: 5:26 - loss: 772.6226 - logits_profile_predictions_loss: 751.6520 - logcount_predictions_loss: 0.8738 64/2406 [..............................] - ETA: 5:26 - loss: 772.5670 - logits_profile_predictions_loss: 751.5985 - logcount_predictions_loss: 0.8737 65/2406 [..............................] - ETA: 5:25 - loss: 772.5247 - logits_profile_predictions_loss: 751.5571 - logcount_predictions_loss: 0.8736 66/2406 [..............................] - ETA: 5:25 - loss: 772.4912 - logits_profile_predictions_loss: 751.5245 - logcount_predictions_loss: 0.8736 67/2406 [..............................] - ETA: 5:25 - loss: 772.4165 - logits_profile_predictions_loss: 751.4497 - logcount_predictions_loss: 0.8736 68/2406 [..............................] - ETA: 5:25 - loss: 772.3659 - logits_profile_predictions_loss: 751.3996 - logcount_predictions_loss: 0.8736 69/2406 [..............................] - ETA: 5:25 - loss: 772.3071 - logits_profile_predictions_loss: 751.3416 - logcount_predictions_loss: 0.8736 70/2406 [..............................] - ETA: 5:25 - loss: 772.2528 - logits_profile_predictions_loss: 751.2877 - logcount_predictions_loss: 0.8735 71/2406 [..............................] - ETA: 5:25 - loss: 772.2005 - logits_profile_predictions_loss: 751.2347 - logcount_predictions_loss: 0.8736 72/2406 [..............................] - ETA: 5:24 - loss: 772.1502 - logits_profile_predictions_loss: 751.1840 - logcount_predictions_loss: 0.8736 73/2406 [..............................] - ETA: 5:24 - loss: 772.1287 - logits_profile_predictions_loss: 751.1613 - logcount_predictions_loss: 0.8736 74/2406 [..............................] - ETA: 5:24 - loss: 772.0898 - logits_profile_predictions_loss: 751.1220 - logcount_predictions_loss: 0.8737 75/2406 [..............................] - ETA: 5:24 - loss: 772.0334 - logits_profile_predictions_loss: 751.0656 - logcount_predictions_loss: 0.8737 76/2406 [..............................] - ETA: 5:24 - loss: 772.0020 - logits_profile_predictions_loss: 751.0330 - logcount_predictions_loss: 0.8737 77/2406 [..............................] - ETA: 5:24 - loss: 771.9646 - logits_profile_predictions_loss: 750.9951 - logcount_predictions_loss: 0.8737 78/2406 [..............................] - ETA: 5:24 - loss: 771.9141 - logits_profile_predictions_loss: 750.9439 - logcount_predictions_loss: 0.8738 79/2406 [..............................] - ETA: 5:23 - 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[============================>.] - ETA: 0s - loss: 776.1790 - logits_profile_predictions_loss: 755.1724 - logcount_predictions_loss: 0.8753 2402/2406 [============================>.] - ETA: 0s - loss: 776.1791 - logits_profile_predictions_loss: 755.1725 - logcount_predictions_loss: 0.8753 2403/2406 [============================>.] - ETA: 0s - loss: 776.1792 - logits_profile_predictions_loss: 755.1727 - logcount_predictions_loss: 0.8753 2404/2406 [============================>.] - ETA: 0s - loss: 776.1793 - logits_profile_predictions_loss: 755.1728 - logcount_predictions_loss: 0.8753 2405/2406 [============================>.] - ETA: 0s - loss: 776.1794 - logits_profile_predictions_loss: 755.1730 - logcount_predictions_loss: 0.8753 2406/2406 [==============================] - ETA: 0s - loss: 776.1795 - logits_profile_predictions_loss: 755.1731 - logcount_predictions_loss: 0.8753 2406/2406 [==============================] - 355s 148ms/step - loss: 776.1797 - logits_profile_predictions_loss: 755.1732 - logcount_predictions_loss: 0.8753 - val_loss: 938.1590 - val_logits_profile_predictions_loss: 917.0661 - val_logcount_predictions_loss: 0.8789 Epoch 00008: val_loss improved from 938.22803 to 938.15900, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 9/50 1/2406 [..............................] - ETA: 6:12 - loss: 828.2827 - logits_profile_predictions_loss: 805.3679 - logcount_predictions_loss: 0.9548 2/2406 [..............................] - ETA: 5:52 - loss: 817.2647 - logits_profile_predictions_loss: 795.4820 - logcount_predictions_loss: 0.9076 3/2406 [..............................] - ETA: 5:43 - loss: 801.9494 - logits_profile_predictions_loss: 780.9388 - logcount_predictions_loss: 0.8754 4/2406 [..............................] - ETA: 5:39 - loss: 788.0887 - logits_profile_predictions_loss: 767.5226 - logcount_predictions_loss: 0.8569 5/2406 [..............................] - ETA: 5:38 - loss: 780.2505 - logits_profile_predictions_loss: 759.9082 - logcount_predictions_loss: 0.8476 6/2406 [..............................] - ETA: 5:37 - loss: 773.2125 - logits_profile_predictions_loss: 752.9726 - logcount_predictions_loss: 0.8433 7/2406 [..............................] - ETA: 5:36 - loss: 769.5409 - logits_profile_predictions_loss: 749.4137 - logcount_predictions_loss: 0.8386 8/2406 [..............................] - ETA: 5:35 - loss: 767.6052 - logits_profile_predictions_loss: 747.5714 - logcount_predictions_loss: 0.8347 9/2406 [..............................] - ETA: 5:35 - loss: 765.2718 - logits_profile_predictions_loss: 745.3545 - logcount_predictions_loss: 0.8299 10/2406 [..............................] - ETA: 5:34 - loss: 763.6485 - logits_profile_predictions_loss: 743.8294 - logcount_predictions_loss: 0.8258 11/2406 [..............................] - ETA: 5:34 - loss: 762.6941 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:29 - loss: 747.4597 - logits_profile_predictions_loss: 727.4850 - logcount_predictions_loss: 0.8323 39/2406 [..............................] - ETA: 5:29 - loss: 747.4428 - logits_profile_predictions_loss: 727.4601 - logcount_predictions_loss: 0.8326 40/2406 [..............................] - ETA: 5:29 - loss: 747.4556 - logits_profile_predictions_loss: 727.4647 - logcount_predictions_loss: 0.8330 41/2406 [..............................] - ETA: 5:28 - loss: 747.5278 - logits_profile_predictions_loss: 727.5291 - logcount_predictions_loss: 0.8333 42/2406 [..............................] - ETA: 5:28 - loss: 747.6008 - logits_profile_predictions_loss: 727.5955 - logcount_predictions_loss: 0.8336 43/2406 [..............................] - ETA: 5:28 - loss: 747.6689 - logits_profile_predictions_loss: 727.6574 - logcount_predictions_loss: 0.8338 44/2406 [..............................] - ETA: 5:28 - loss: 747.7054 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:36 - loss: 756.1104 - logits_profile_predictions_loss: 735.6014 - logcount_predictions_loss: 0.8545 417/2406 [====>.........................] - ETA: 4:36 - loss: 756.1424 - logits_profile_predictions_loss: 735.6336 - logcount_predictions_loss: 0.8545 418/2406 [====>.........................] - ETA: 4:36 - loss: 756.1743 - logits_profile_predictions_loss: 735.6657 - logcount_predictions_loss: 0.8545 419/2406 [====>.........................] - ETA: 4:36 - loss: 756.2057 - logits_profile_predictions_loss: 735.6973 - logcount_predictions_loss: 0.8545 420/2406 [====>.........................] - ETA: 4:36 - loss: 756.2365 - logits_profile_predictions_loss: 735.7283 - logcount_predictions_loss: 0.8545 421/2406 [====>.........................] - ETA: 4:36 - loss: 756.2666 - logits_profile_predictions_loss: 735.7587 - logcount_predictions_loss: 0.8545 422/2406 [====>.........................] - ETA: 4:36 - loss: 756.2970 - 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[====>.........................] - ETA: 4:35 - loss: 756.4996 - logits_profile_predictions_loss: 735.9936 - logcount_predictions_loss: 0.8544 430/2406 [====>.........................] - ETA: 4:34 - loss: 756.5270 - logits_profile_predictions_loss: 736.0213 - logcount_predictions_loss: 0.8544 431/2406 [====>.........................] - ETA: 4:34 - loss: 756.5548 - logits_profile_predictions_loss: 736.0495 - logcount_predictions_loss: 0.8544 432/2406 [====>.........................] - ETA: 4:34 - loss: 756.5830 - logits_profile_predictions_loss: 736.0780 - logcount_predictions_loss: 0.8544 433/2406 [====>.........................] - ETA: 4:34 - loss: 756.6113 - logits_profile_predictions_loss: 736.1066 - logcount_predictions_loss: 0.8544 434/2406 [====>.........................] - ETA: 4:34 - loss: 756.6398 - logits_profile_predictions_loss: 736.1354 - logcount_predictions_loss: 0.8543 435/2406 [====>.........................] - ETA: 4:34 - loss: 756.6672 - 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[====>.........................] - ETA: 4:33 - loss: 756.8544 - logits_profile_predictions_loss: 736.3530 - logcount_predictions_loss: 0.8542 443/2406 [====>.........................] - ETA: 4:33 - loss: 756.8802 - logits_profile_predictions_loss: 736.3792 - logcount_predictions_loss: 0.8542 444/2406 [====>.........................] - ETA: 4:32 - loss: 756.9055 - logits_profile_predictions_loss: 736.4049 - logcount_predictions_loss: 0.8542 445/2406 [====>.........................] - ETA: 4:32 - loss: 756.9308 - logits_profile_predictions_loss: 736.4307 - logcount_predictions_loss: 0.8542 446/2406 [====>.........................] - ETA: 4:32 - loss: 756.9564 - logits_profile_predictions_loss: 736.4567 - logcount_predictions_loss: 0.8542 447/2406 [====>.........................] - ETA: 4:32 - loss: 756.9819 - logits_profile_predictions_loss: 736.4827 - logcount_predictions_loss: 0.8541 448/2406 [====>.........................] - ETA: 4:32 - loss: 757.0083 - 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[====>.........................] - ETA: 4:31 - loss: 757.1784 - logits_profile_predictions_loss: 736.6830 - logcount_predictions_loss: 0.8540 456/2406 [====>.........................] - ETA: 4:31 - loss: 757.2016 - logits_profile_predictions_loss: 736.7067 - logcount_predictions_loss: 0.8540 457/2406 [====>.........................] - ETA: 4:31 - loss: 757.2248 - logits_profile_predictions_loss: 736.7304 - logcount_predictions_loss: 0.8539 458/2406 [====>.........................] - ETA: 4:31 - loss: 757.2478 - logits_profile_predictions_loss: 736.7539 - logcount_predictions_loss: 0.8539 459/2406 [====>.........................] - ETA: 4:30 - loss: 757.2705 - logits_profile_predictions_loss: 736.7770 - logcount_predictions_loss: 0.8539 460/2406 [====>.........................] - ETA: 4:30 - loss: 757.2931 - logits_profile_predictions_loss: 736.8001 - logcount_predictions_loss: 0.8539 461/2406 [====>.........................] - ETA: 4:30 - loss: 757.3159 - 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[====>.........................] - ETA: 4:29 - loss: 757.4717 - logits_profile_predictions_loss: 736.9826 - logcount_predictions_loss: 0.8537 469/2406 [====>.........................] - ETA: 4:29 - loss: 757.4935 - logits_profile_predictions_loss: 737.0050 - logcount_predictions_loss: 0.8537 470/2406 [====>.........................] - ETA: 4:29 - loss: 757.5158 - logits_profile_predictions_loss: 737.0277 - logcount_predictions_loss: 0.8537 471/2406 [====>.........................] - ETA: 4:29 - loss: 757.5377 - logits_profile_predictions_loss: 737.0501 - logcount_predictions_loss: 0.8536 472/2406 [====>.........................] - ETA: 4:29 - loss: 757.5602 - logits_profile_predictions_loss: 737.0730 - logcount_predictions_loss: 0.8536 473/2406 [====>.........................] - ETA: 4:28 - loss: 757.5823 - logits_profile_predictions_loss: 737.0956 - logcount_predictions_loss: 0.8536 474/2406 [====>.........................] - ETA: 4:28 - loss: 757.6046 - 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[============================>.] - ETA: 4s - loss: 767.5061 - logits_profile_predictions_loss: 747.0927 - logcount_predictions_loss: 0.8506 2374/2406 [============================>.] - ETA: 4s - loss: 767.5073 - logits_profile_predictions_loss: 747.0939 - logcount_predictions_loss: 0.8506 2375/2406 [============================>.] - ETA: 4s - loss: 767.5085 - logits_profile_predictions_loss: 747.0951 - logcount_predictions_loss: 0.8506 2376/2406 [============================>.] - ETA: 4s - loss: 767.5097 - logits_profile_predictions_loss: 747.0963 - logcount_predictions_loss: 0.8506 2377/2406 [============================>.] - ETA: 4s - loss: 767.5108 - logits_profile_predictions_loss: 747.0975 - logcount_predictions_loss: 0.8506 2378/2406 [============================>.] - ETA: 3s - loss: 767.5120 - logits_profile_predictions_loss: 747.0987 - logcount_predictions_loss: 0.8506 2379/2406 [============================>.] - ETA: 3s - loss: 767.5131 - logits_profile_predictions_loss: 747.0998 - logcount_predictions_loss: 0.8506 2380/2406 [============================>.] - ETA: 3s - loss: 767.5143 - logits_profile_predictions_loss: 747.1010 - logcount_predictions_loss: 0.8506 2381/2406 [============================>.] - ETA: 3s - loss: 767.5154 - logits_profile_predictions_loss: 747.1021 - logcount_predictions_loss: 0.8506 2382/2406 [============================>.] - ETA: 3s - loss: 767.5166 - logits_profile_predictions_loss: 747.1033 - logcount_predictions_loss: 0.8506 2383/2406 [============================>.] - ETA: 3s - loss: 767.5177 - logits_profile_predictions_loss: 747.1045 - logcount_predictions_loss: 0.8506 2384/2406 [============================>.] - ETA: 3s - loss: 767.5188 - logits_profile_predictions_loss: 747.1056 - logcount_predictions_loss: 0.8506 2385/2406 [============================>.] - ETA: 2s - loss: 767.5200 - logits_profile_predictions_loss: 747.1067 - logcount_predictions_loss: 0.8506 2386/2406 [============================>.] - ETA: 2s - loss: 767.5211 - logits_profile_predictions_loss: 747.1079 - logcount_predictions_loss: 0.8506 2387/2406 [============================>.] - ETA: 2s - loss: 767.5222 - logits_profile_predictions_loss: 747.1090 - logcount_predictions_loss: 0.8506 2388/2406 [============================>.] - ETA: 2s - loss: 767.5233 - logits_profile_predictions_loss: 747.1102 - logcount_predictions_loss: 0.8506 2389/2406 [============================>.] - ETA: 2s - loss: 767.5244 - logits_profile_predictions_loss: 747.1113 - logcount_predictions_loss: 0.8506 2390/2406 [============================>.] - ETA: 2s - loss: 767.5255 - logits_profile_predictions_loss: 747.1124 - logcount_predictions_loss: 0.8505 2391/2406 [============================>.] - ETA: 2s - loss: 767.5266 - logits_profile_predictions_loss: 747.1135 - logcount_predictions_loss: 0.8505 2392/2406 [============================>.] - ETA: 1s - loss: 767.5277 - logits_profile_predictions_loss: 747.1146 - logcount_predictions_loss: 0.8505 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logits_profile_predictions_loss: 747.1225 - logcount_predictions_loss: 0.8505 2400/2406 [============================>.] - ETA: 0s - loss: 767.5365 - logits_profile_predictions_loss: 747.1236 - logcount_predictions_loss: 0.8505 2401/2406 [============================>.] - ETA: 0s - loss: 767.5377 - logits_profile_predictions_loss: 747.1247 - logcount_predictions_loss: 0.8505 2402/2406 [============================>.] - ETA: 0s - loss: 767.5388 - logits_profile_predictions_loss: 747.1259 - logcount_predictions_loss: 0.8505 2403/2406 [============================>.] - ETA: 0s - loss: 767.5399 - logits_profile_predictions_loss: 747.1271 - logcount_predictions_loss: 0.8505 2404/2406 [============================>.] - ETA: 0s - loss: 767.5410 - logits_profile_predictions_loss: 747.1282 - logcount_predictions_loss: 0.8505 2405/2406 [============================>.] - ETA: 0s - loss: 767.5422 - logits_profile_predictions_loss: 747.1293 - logcount_predictions_loss: 0.8505 2406/2406 [==============================] - ETA: 0s - loss: 767.5433 - logits_profile_predictions_loss: 747.1304 - logcount_predictions_loss: 0.8505 2406/2406 [==============================] - 355s 148ms/step - loss: 767.5444 - logits_profile_predictions_loss: 747.1316 - logcount_predictions_loss: 0.8505 - val_loss: 942.2224 - val_logits_profile_predictions_loss: 922.5541 - val_logcount_predictions_loss: 0.8195 Epoch 00009: val_loss did not improve from 938.15900 Epoch 10/50 1/2406 [..............................] - ETA: 6:13 - loss: 772.2696 - logits_profile_predictions_loss: 755.5968 - logcount_predictions_loss: 0.6947 2/2406 [..............................] - ETA: 5:54 - loss: 738.4456 - logits_profile_predictions_loss: 722.0108 - logcount_predictions_loss: 0.6848 3/2406 [..............................] - ETA: 5:44 - loss: 738.5537 - logits_profile_predictions_loss: 721.9536 - logcount_predictions_loss: 0.6917 4/2406 [..............................] - ETA: 5:40 - loss: 745.6839 - logits_profile_predictions_loss: 728.6157 - logcount_predictions_loss: 0.7112 5/2406 [..............................] - ETA: 5:38 - loss: 746.7130 - logits_profile_predictions_loss: 729.2074 - logcount_predictions_loss: 0.7294 6/2406 [..............................] - ETA: 5:37 - loss: 750.5662 - logits_profile_predictions_loss: 732.5319 - logcount_predictions_loss: 0.7514 7/2406 [..............................] - ETA: 5:36 - loss: 750.8665 - logits_profile_predictions_loss: 732.4284 - logcount_predictions_loss: 0.7683 8/2406 [..............................] - ETA: 5:36 - loss: 752.5851 - logits_profile_predictions_loss: 733.8241 - logcount_predictions_loss: 0.7817 9/2406 [..............................] - ETA: 5:35 - loss: 754.2238 - logits_profile_predictions_loss: 735.2044 - logcount_predictions_loss: 0.7925 10/2406 [..............................] - ETA: 5:35 - loss: 755.4443 - logits_profile_predictions_loss: 736.1958 - logcount_predictions_loss: 0.8020 11/2406 [..............................] - ETA: 5:35 - loss: 756.5671 - logits_profile_predictions_loss: 737.1022 - logcount_predictions_loss: 0.8110 12/2406 [..............................] - ETA: 5:34 - loss: 757.5175 - logits_profile_predictions_loss: 737.9057 - logcount_predictions_loss: 0.8172 13/2406 [..............................] - ETA: 5:34 - loss: 758.1239 - logits_profile_predictions_loss: 738.3939 - logcount_predictions_loss: 0.8221 14/2406 [..............................] - ETA: 5:34 - loss: 758.1325 - logits_profile_predictions_loss: 738.3324 - logcount_predictions_loss: 0.8250 15/2406 [..............................] - ETA: 5:33 - loss: 758.2225 - logits_profile_predictions_loss: 738.3736 - logcount_predictions_loss: 0.8270 16/2406 [..............................] - ETA: 5:33 - loss: 757.9677 - logits_profile_predictions_loss: 738.0561 - logcount_predictions_loss: 0.8297 17/2406 [..............................] - ETA: 5:33 - loss: 757.9928 - logits_profile_predictions_loss: 738.0253 - logcount_predictions_loss: 0.8320 18/2406 [..............................] - ETA: 5:33 - loss: 757.9910 - logits_profile_predictions_loss: 737.9772 - logcount_predictions_loss: 0.8339 19/2406 [..............................] - ETA: 5:33 - loss: 758.1682 - logits_profile_predictions_loss: 738.1212 - logcount_predictions_loss: 0.8353 20/2406 [..............................] - ETA: 5:32 - loss: 758.3275 - logits_profile_predictions_loss: 738.2470 - logcount_predictions_loss: 0.8367 21/2406 [..............................] - ETA: 5:32 - loss: 758.4623 - logits_profile_predictions_loss: 738.3457 - logcount_predictions_loss: 0.8382 22/2406 [..............................] - ETA: 5:32 - loss: 758.6118 - logits_profile_predictions_loss: 738.4692 - logcount_predictions_loss: 0.8393 23/2406 [..............................] - ETA: 5:32 - loss: 758.4105 - logits_profile_predictions_loss: 738.2397 - logcount_predictions_loss: 0.8404 24/2406 [..............................] - ETA: 5:32 - loss: 758.3569 - logits_profile_predictions_loss: 738.1562 - logcount_predictions_loss: 0.8417 25/2406 [..............................] - ETA: 5:32 - loss: 758.2346 - logits_profile_predictions_loss: 738.0134 - logcount_predictions_loss: 0.8425 26/2406 [..............................] - ETA: 5:31 - loss: 758.0354 - logits_profile_predictions_loss: 737.7986 - logcount_predictions_loss: 0.8432 27/2406 [..............................] - ETA: 5:31 - loss: 757.7955 - logits_profile_predictions_loss: 737.5508 - logcount_predictions_loss: 0.8435 28/2406 [..............................] - ETA: 5:31 - loss: 757.6140 - logits_profile_predictions_loss: 737.3644 - logcount_predictions_loss: 0.8437 29/2406 [..............................] - ETA: 5:31 - loss: 757.3604 - logits_profile_predictions_loss: 737.1092 - logcount_predictions_loss: 0.8438 30/2406 [..............................] - ETA: 5:31 - loss: 757.2180 - logits_profile_predictions_loss: 736.9678 - logcount_predictions_loss: 0.8438 31/2406 [..............................] - ETA: 5:31 - loss: 757.1856 - logits_profile_predictions_loss: 736.9348 - logcount_predictions_loss: 0.8438 32/2406 [..............................] - ETA: 5:30 - loss: 757.1440 - logits_profile_predictions_loss: 736.8929 - logcount_predictions_loss: 0.8438 33/2406 [..............................] - ETA: 5:30 - loss: 757.2024 - logits_profile_predictions_loss: 736.9500 - logcount_predictions_loss: 0.8439 34/2406 [..............................] - ETA: 5:30 - loss: 757.3980 - logits_profile_predictions_loss: 737.1482 - logcount_predictions_loss: 0.8437 35/2406 [..............................] - ETA: 5:30 - loss: 757.5934 - logits_profile_predictions_loss: 737.3470 - logcount_predictions_loss: 0.8436 36/2406 [..............................] - ETA: 5:30 - loss: 757.8423 - logits_profile_predictions_loss: 737.5944 - logcount_predictions_loss: 0.8437 37/2406 [..............................] - ETA: 5:30 - loss: 758.0988 - logits_profile_predictions_loss: 737.8502 - logcount_predictions_loss: 0.8437 38/2406 [..............................] - ETA: 5:30 - loss: 758.2720 - logits_profile_predictions_loss: 738.0250 - logcount_predictions_loss: 0.8436 39/2406 [..............................] - ETA: 5:29 - loss: 758.3469 - logits_profile_predictions_loss: 738.1017 - logcount_predictions_loss: 0.8435 40/2406 [..............................] - ETA: 5:29 - loss: 758.4377 - logits_profile_predictions_loss: 738.1959 - logcount_predictions_loss: 0.8434 41/2406 [..............................] - ETA: 5:29 - loss: 758.5766 - logits_profile_predictions_loss: 738.3345 - logcount_predictions_loss: 0.8434 42/2406 [..............................] - ETA: 5:29 - loss: 758.7516 - logits_profile_predictions_loss: 738.5046 - logcount_predictions_loss: 0.8436 43/2406 [..............................] - ETA: 5:29 - loss: 758.8767 - logits_profile_predictions_loss: 738.6237 - logcount_predictions_loss: 0.8439 44/2406 [..............................] - ETA: 5:29 - loss: 758.9749 - logits_profile_predictions_loss: 738.7148 - logcount_predictions_loss: 0.8442 45/2406 [..............................] - ETA: 5:28 - loss: 759.0507 - logits_profile_predictions_loss: 738.7852 - logcount_predictions_loss: 0.8444 46/2406 [..............................] - ETA: 5:28 - loss: 759.1107 - logits_profile_predictions_loss: 738.8402 - logcount_predictions_loss: 0.8446 47/2406 [..............................] - ETA: 5:28 - loss: 759.1606 - logits_profile_predictions_loss: 738.8837 - logcount_predictions_loss: 0.8449 48/2406 [..............................] - ETA: 5:28 - loss: 759.1613 - logits_profile_predictions_loss: 738.8767 - logcount_predictions_loss: 0.8452 49/2406 [..............................] - ETA: 5:28 - loss: 759.1593 - logits_profile_predictions_loss: 738.8654 - logcount_predictions_loss: 0.8456 50/2406 [..............................] - ETA: 5:28 - loss: 759.1520 - logits_profile_predictions_loss: 738.8480 - logcount_predictions_loss: 0.8460 51/2406 [..............................] - ETA: 5:28 - loss: 759.1214 - logits_profile_predictions_loss: 738.8086 - logcount_predictions_loss: 0.8464 52/2406 [..............................] - ETA: 5:27 - loss: 759.0750 - logits_profile_predictions_loss: 738.7538 - logcount_predictions_loss: 0.8467 53/2406 [..............................] - ETA: 5:27 - loss: 758.9900 - logits_profile_predictions_loss: 738.6615 - logcount_predictions_loss: 0.8470 54/2406 [..............................] - ETA: 5:27 - loss: 758.9182 - logits_profile_predictions_loss: 738.5794 - logcount_predictions_loss: 0.8474 55/2406 [..............................] - ETA: 5:27 - loss: 758.8390 - logits_profile_predictions_loss: 738.4897 - logcount_predictions_loss: 0.8479 56/2406 [..............................] - ETA: 5:27 - loss: 758.7646 - logits_profile_predictions_loss: 738.4058 - logcount_predictions_loss: 0.8483 57/2406 [..............................] - ETA: 5:27 - loss: 758.6511 - logits_profile_predictions_loss: 738.2820 - logcount_predictions_loss: 0.8487 58/2406 [..............................] - ETA: 5:27 - loss: 758.5670 - logits_profile_predictions_loss: 738.1866 - logcount_predictions_loss: 0.8492 59/2406 [..............................] - ETA: 5:26 - loss: 758.4880 - logits_profile_predictions_loss: 738.0964 - logcount_predictions_loss: 0.8496 60/2406 [..............................] - ETA: 5:26 - loss: 758.3644 - logits_profile_predictions_loss: 737.9618 - logcount_predictions_loss: 0.8501 61/2406 [..............................] - ETA: 5:26 - loss: 758.2485 - logits_profile_predictions_loss: 737.8359 - logcount_predictions_loss: 0.8505 62/2406 [..............................] - ETA: 5:26 - loss: 758.1387 - logits_profile_predictions_loss: 737.7171 - logcount_predictions_loss: 0.8509 63/2406 [..............................] - ETA: 5:26 - loss: 758.0283 - logits_profile_predictions_loss: 737.5965 - logcount_predictions_loss: 0.8513 64/2406 [..............................] - ETA: 5:26 - loss: 757.9153 - logits_profile_predictions_loss: 737.4732 - logcount_predictions_loss: 0.8518 65/2406 [..............................] - ETA: 5:26 - loss: 757.8226 - logits_profile_predictions_loss: 737.3709 - logcount_predictions_loss: 0.8522 66/2406 [..............................] - ETA: 5:26 - loss: 757.7282 - logits_profile_predictions_loss: 737.2672 - logcount_predictions_loss: 0.8525 67/2406 [..............................] - ETA: 5:25 - loss: 757.6574 - logits_profile_predictions_loss: 737.1883 - logcount_predictions_loss: 0.8529 68/2406 [..............................] - ETA: 5:25 - loss: 757.5398 - logits_profile_predictions_loss: 737.0627 - logcount_predictions_loss: 0.8532 69/2406 [..............................] - ETA: 5:25 - loss: 757.4225 - logits_profile_predictions_loss: 736.9382 - logcount_predictions_loss: 0.8535 70/2406 [..............................] - ETA: 5:25 - loss: 757.3365 - 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[..............................] - ETA: 5:24 - loss: 757.1192 - logits_profile_predictions_loss: 736.5871 - logcount_predictions_loss: 0.8555 78/2406 [..............................] - ETA: 5:24 - loss: 757.0804 - logits_profile_predictions_loss: 736.5447 - logcount_predictions_loss: 0.8557 79/2406 [..............................] - ETA: 5:24 - loss: 757.0413 - logits_profile_predictions_loss: 736.5014 - logcount_predictions_loss: 0.8558 80/2406 [..............................] - ETA: 5:24 - loss: 757.0092 - logits_profile_predictions_loss: 736.4659 - logcount_predictions_loss: 0.8560 81/2406 [>.............................] - ETA: 5:24 - loss: 756.9798 - logits_profile_predictions_loss: 736.4323 - logcount_predictions_loss: 0.8561 82/2406 [>.............................] - ETA: 5:24 - loss: 756.9751 - logits_profile_predictions_loss: 736.4234 - logcount_predictions_loss: 0.8563 83/2406 [>.............................] - ETA: 5:24 - loss: 756.9743 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 4:51 - loss: 757.6484 - logits_profile_predictions_loss: 737.4792 - logcount_predictions_loss: 0.8404 319/2406 [==>...........................] - ETA: 4:51 - loss: 757.6597 - logits_profile_predictions_loss: 737.4914 - logcount_predictions_loss: 0.8403 320/2406 [==>...........................] - ETA: 4:50 - loss: 757.6716 - logits_profile_predictions_loss: 737.5042 - logcount_predictions_loss: 0.8403 321/2406 [===>..........................] - ETA: 4:50 - loss: 757.6841 - logits_profile_predictions_loss: 737.5176 - logcount_predictions_loss: 0.8403 322/2406 [===>..........................] - ETA: 4:50 - loss: 757.6957 - logits_profile_predictions_loss: 737.5302 - logcount_predictions_loss: 0.8402 323/2406 [===>..........................] - ETA: 4:50 - loss: 757.7065 - logits_profile_predictions_loss: 737.5419 - logcount_predictions_loss: 0.8402 324/2406 [===>..........................] - ETA: 4:50 - loss: 757.7171 - 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[============================>.] - ETA: 0s - loss: 763.4050 - logits_profile_predictions_loss: 743.5863 - logcount_predictions_loss: 0.8258 2400/2406 [============================>.] - ETA: 0s - loss: 763.4062 - logits_profile_predictions_loss: 743.5875 - logcount_predictions_loss: 0.8258 2401/2406 [============================>.] - ETA: 0s - loss: 763.4075 - logits_profile_predictions_loss: 743.5888 - logcount_predictions_loss: 0.8258 2402/2406 [============================>.] - ETA: 0s - loss: 763.4087 - logits_profile_predictions_loss: 743.5900 - logcount_predictions_loss: 0.8258 2403/2406 [============================>.] - ETA: 0s - loss: 763.4100 - logits_profile_predictions_loss: 743.5913 - logcount_predictions_loss: 0.8258 2404/2406 [============================>.] - ETA: 0s - loss: 763.4112 - logits_profile_predictions_loss: 743.5925 - logcount_predictions_loss: 0.8258 2405/2406 [============================>.] - ETA: 0s - loss: 763.4124 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:34 - loss: 703.1179 - logits_profile_predictions_loss: 681.2001 - logcount_predictions_loss: 0.9132 4/2406 [..............................] - ETA: 5:34 - loss: 704.5800 - logits_profile_predictions_loss: 682.8879 - logcount_predictions_loss: 0.9038 5/2406 [..............................] - ETA: 5:34 - loss: 710.5083 - logits_profile_predictions_loss: 688.7621 - logcount_predictions_loss: 0.9061 6/2406 [..............................] - ETA: 5:33 - loss: 715.8100 - logits_profile_predictions_loss: 694.2551 - logcount_predictions_loss: 0.8981 7/2406 [..............................] - ETA: 5:33 - loss: 720.7157 - logits_profile_predictions_loss: 699.2448 - logcount_predictions_loss: 0.8946 8/2406 [..............................] - ETA: 5:33 - loss: 724.2821 - logits_profile_predictions_loss: 702.7937 - logcount_predictions_loss: 0.8953 9/2406 [..............................] - ETA: 5:33 - loss: 727.8496 - logits_profile_predictions_loss: 706.3275 - logcount_predictions_loss: 0.8968 10/2406 [..............................] - ETA: 5:33 - loss: 730.7123 - logits_profile_predictions_loss: 709.2095 - logcount_predictions_loss: 0.8959 11/2406 [..............................] - ETA: 5:33 - loss: 733.2213 - logits_profile_predictions_loss: 711.7690 - logcount_predictions_loss: 0.8938 12/2406 [..............................] - ETA: 5:32 - loss: 735.4936 - logits_profile_predictions_loss: 714.1246 - logcount_predictions_loss: 0.8904 13/2406 [..............................] - ETA: 5:32 - loss: 737.2626 - logits_profile_predictions_loss: 715.9019 - logcount_predictions_loss: 0.8900 14/2406 [..............................] - ETA: 5:32 - loss: 738.5923 - logits_profile_predictions_loss: 717.2593 - logcount_predictions_loss: 0.8889 15/2406 [..............................] - ETA: 5:32 - loss: 739.8969 - logits_profile_predictions_loss: 718.5582 - logcount_predictions_loss: 0.8891 16/2406 [..............................] - ETA: 5:32 - loss: 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[..............................] - ETA: 5:31 - loss: 745.6344 - logits_profile_predictions_loss: 724.4810 - logcount_predictions_loss: 0.8814 24/2406 [..............................] - ETA: 5:31 - loss: 746.1673 - logits_profile_predictions_loss: 725.0336 - logcount_predictions_loss: 0.8806 25/2406 [..............................] - ETA: 5:31 - loss: 746.5664 - logits_profile_predictions_loss: 725.4484 - logcount_predictions_loss: 0.8799 26/2406 [..............................] - ETA: 5:31 - loss: 746.9156 - logits_profile_predictions_loss: 725.8231 - logcount_predictions_loss: 0.8789 27/2406 [..............................] - ETA: 5:31 - loss: 747.1725 - logits_profile_predictions_loss: 726.1035 - logcount_predictions_loss: 0.8779 28/2406 [..............................] - ETA: 5:31 - loss: 747.3519 - logits_profile_predictions_loss: 726.3007 - logcount_predictions_loss: 0.8771 29/2406 [..............................] - ETA: 5:31 - loss: 747.4928 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:27 - loss: 750.6026 - logits_profile_predictions_loss: 729.5987 - logcount_predictions_loss: 0.8752 57/2406 [..............................] - ETA: 5:26 - loss: 750.7063 - logits_profile_predictions_loss: 729.7068 - logcount_predictions_loss: 0.8750 58/2406 [..............................] - ETA: 5:26 - loss: 750.8074 - logits_profile_predictions_loss: 729.8129 - logcount_predictions_loss: 0.8748 59/2406 [..............................] - ETA: 5:26 - loss: 750.9281 - logits_profile_predictions_loss: 729.9371 - logcount_predictions_loss: 0.8746 60/2406 [..............................] - ETA: 5:26 - loss: 751.0126 - logits_profile_predictions_loss: 730.0257 - logcount_predictions_loss: 0.8745 61/2406 [..............................] - ETA: 5:26 - loss: 751.1148 - logits_profile_predictions_loss: 730.1320 - logcount_predictions_loss: 0.8743 62/2406 [..............................] - ETA: 5:26 - loss: 751.1977 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 760.6471 - logits_profile_predictions_loss: 741.2225 - logcount_predictions_loss: 0.8094 2399/2406 [============================>.] - ETA: 0s - loss: 760.6474 - logits_profile_predictions_loss: 741.2228 - logcount_predictions_loss: 0.8094 2400/2406 [============================>.] - ETA: 0s - loss: 760.6477 - logits_profile_predictions_loss: 741.2231 - logcount_predictions_loss: 0.8094 2401/2406 [============================>.] - ETA: 0s - loss: 760.6480 - logits_profile_predictions_loss: 741.2234 - logcount_predictions_loss: 0.8094 2402/2406 [============================>.] - ETA: 0s - loss: 760.6483 - logits_profile_predictions_loss: 741.2237 - logcount_predictions_loss: 0.8094 2403/2406 [============================>.] - ETA: 0s - loss: 760.6486 - logits_profile_predictions_loss: 741.2240 - logcount_predictions_loss: 0.8094 2404/2406 [============================>.] - ETA: 0s - loss: 760.6489 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:35 - loss: 674.0501 - logits_profile_predictions_loss: 653.8475 - logcount_predictions_loss: 0.8418 4/2406 [..............................] - ETA: 5:35 - loss: 666.2528 - logits_profile_predictions_loss: 646.3581 - logcount_predictions_loss: 0.8289 5/2406 [..............................] - ETA: 5:34 - loss: 661.5333 - logits_profile_predictions_loss: 641.7595 - logcount_predictions_loss: 0.8239 6/2406 [..............................] - ETA: 5:34 - loss: 658.0931 - logits_profile_predictions_loss: 638.4916 - logcount_predictions_loss: 0.8167 7/2406 [..............................] - ETA: 5:34 - loss: 656.9459 - logits_profile_predictions_loss: 637.3920 - logcount_predictions_loss: 0.8148 8/2406 [..............................] - ETA: 5:33 - loss: 656.8916 - logits_profile_predictions_loss: 637.3566 - logcount_predictions_loss: 0.8140 9/2406 [..............................] - ETA: 5:33 - loss: 659.0728 - logits_profile_predictions_loss: 639.4878 - logcount_predictions_loss: 0.8160 10/2406 [..............................] - ETA: 5:33 - loss: 661.3199 - logits_profile_predictions_loss: 641.6535 - logcount_predictions_loss: 0.8194 11/2406 [..............................] - ETA: 5:33 - loss: 663.3760 - logits_profile_predictions_loss: 643.6837 - logcount_predictions_loss: 0.8205 12/2406 [..............................] - ETA: 5:33 - loss: 666.6130 - logits_profile_predictions_loss: 646.9107 - logcount_predictions_loss: 0.8209 13/2406 [..............................] - ETA: 5:33 - loss: 670.6639 - logits_profile_predictions_loss: 650.9955 - logcount_predictions_loss: 0.8195 14/2406 [..............................] - ETA: 5:33 - loss: 674.2580 - logits_profile_predictions_loss: 654.6108 - logcount_predictions_loss: 0.8186 15/2406 [..............................] - ETA: 5:33 - loss: 677.8956 - logits_profile_predictions_loss: 658.2729 - logcount_predictions_loss: 0.8176 16/2406 [..............................] - ETA: 5:32 - loss: 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[..............................] - ETA: 5:32 - loss: 693.1488 - logits_profile_predictions_loss: 673.8199 - logcount_predictions_loss: 0.8054 24/2406 [..............................] - ETA: 5:32 - loss: 694.3292 - logits_profile_predictions_loss: 675.0159 - logcount_predictions_loss: 0.8047 25/2406 [..............................] - ETA: 5:31 - loss: 695.3729 - logits_profile_predictions_loss: 676.0662 - logcount_predictions_loss: 0.8044 26/2406 [..............................] - ETA: 5:31 - loss: 696.3002 - logits_profile_predictions_loss: 677.0078 - logcount_predictions_loss: 0.8039 27/2406 [..............................] - ETA: 5:31 - loss: 697.2109 - logits_profile_predictions_loss: 677.9252 - logcount_predictions_loss: 0.8036 28/2406 [..............................] - ETA: 5:31 - loss: 698.2318 - logits_profile_predictions_loss: 678.9469 - logcount_predictions_loss: 0.8035 29/2406 [..............................] - ETA: 5:31 - loss: 699.2851 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:27 - loss: 715.8409 - logits_profile_predictions_loss: 696.5203 - logcount_predictions_loss: 0.8050 57/2406 [..............................] - ETA: 5:27 - loss: 716.3309 - logits_profile_predictions_loss: 697.0090 - logcount_predictions_loss: 0.8051 58/2406 [..............................] - ETA: 5:27 - loss: 716.7682 - logits_profile_predictions_loss: 697.4462 - logcount_predictions_loss: 0.8051 59/2406 [..............................] - ETA: 5:27 - loss: 717.1679 - logits_profile_predictions_loss: 697.8459 - logcount_predictions_loss: 0.8051 60/2406 [..............................] - ETA: 5:27 - loss: 717.5043 - logits_profile_predictions_loss: 698.1834 - logcount_predictions_loss: 0.8050 61/2406 [..............................] - ETA: 5:26 - loss: 717.8291 - logits_profile_predictions_loss: 698.5100 - logcount_predictions_loss: 0.8050 62/2406 [..............................] - ETA: 5:26 - loss: 718.1326 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:31 - loss: 745.6881 - logits_profile_predictions_loss: 726.9434 - logcount_predictions_loss: 0.7810 461/2406 [====>.........................] - ETA: 4:31 - loss: 745.7002 - logits_profile_predictions_loss: 726.9558 - logcount_predictions_loss: 0.7810 462/2406 [====>.........................] - ETA: 4:30 - loss: 745.7118 - logits_profile_predictions_loss: 726.9676 - logcount_predictions_loss: 0.7810 463/2406 [====>.........................] - ETA: 4:30 - loss: 745.7228 - logits_profile_predictions_loss: 726.9790 - logcount_predictions_loss: 0.7810 464/2406 [====>.........................] - ETA: 4:30 - loss: 745.7339 - logits_profile_predictions_loss: 726.9903 - logcount_predictions_loss: 0.7810 465/2406 [====>.........................] - ETA: 4:30 - loss: 745.7452 - logits_profile_predictions_loss: 727.0019 - logcount_predictions_loss: 0.7810 466/2406 [====>.........................] - ETA: 4:30 - loss: 745.7570 - 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[============================>.] - ETA: 1s - loss: 751.6413 - logits_profile_predictions_loss: 732.9573 - logcount_predictions_loss: 0.7785 2399/2406 [============================>.] - ETA: 0s - loss: 751.6432 - logits_profile_predictions_loss: 732.9591 - logcount_predictions_loss: 0.7785 2400/2406 [============================>.] - ETA: 0s - loss: 751.6450 - logits_profile_predictions_loss: 732.9609 - logcount_predictions_loss: 0.7785 2401/2406 [============================>.] - ETA: 0s - loss: 751.6469 - logits_profile_predictions_loss: 732.9627 - logcount_predictions_loss: 0.7785 2402/2406 [============================>.] - ETA: 0s - loss: 751.6487 - logits_profile_predictions_loss: 732.9645 - logcount_predictions_loss: 0.7785 2403/2406 [============================>.] - ETA: 0s - loss: 751.6505 - logits_profile_predictions_loss: 732.9662 - logcount_predictions_loss: 0.7785 2404/2406 [============================>.] - ETA: 0s - loss: 751.6524 - logits_profile_predictions_loss: 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- logcount_predictions_loss: 0.7747 10/2406 [..............................] - ETA: 5:35 - loss: 739.7480 - logits_profile_predictions_loss: 721.1339 - logcount_predictions_loss: 0.7756 11/2406 [..............................] - ETA: 5:34 - loss: 741.3876 - logits_profile_predictions_loss: 722.7206 - logcount_predictions_loss: 0.7778 12/2406 [..............................] - ETA: 5:34 - loss: 742.6899 - logits_profile_predictions_loss: 723.9824 - logcount_predictions_loss: 0.7795 13/2406 [..............................] - ETA: 5:34 - loss: 743.0981 - logits_profile_predictions_loss: 724.3904 - logcount_predictions_loss: 0.7795 14/2406 [..............................] - ETA: 5:34 - loss: 743.3695 - logits_profile_predictions_loss: 724.6639 - logcount_predictions_loss: 0.7794 15/2406 [..............................] - ETA: 5:34 - loss: 743.7238 - logits_profile_predictions_loss: 725.0321 - logcount_predictions_loss: 0.7788 16/2406 [..............................] - ETA: 5:34 - loss: 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[..............................] - ETA: 5:33 - loss: 746.8991 - logits_profile_predictions_loss: 728.3248 - logcount_predictions_loss: 0.7739 24/2406 [..............................] - ETA: 5:32 - loss: 747.0475 - logits_profile_predictions_loss: 728.4952 - logcount_predictions_loss: 0.7730 25/2406 [..............................] - ETA: 5:32 - loss: 747.0339 - logits_profile_predictions_loss: 728.5087 - logcount_predictions_loss: 0.7719 26/2406 [..............................] - ETA: 5:32 - loss: 747.0210 - logits_profile_predictions_loss: 728.5243 - logcount_predictions_loss: 0.7707 27/2406 [..............................] - ETA: 5:32 - loss: 747.0216 - logits_profile_predictions_loss: 728.5484 - logcount_predictions_loss: 0.7697 28/2406 [..............................] - ETA: 5:32 - loss: 746.7559 - logits_profile_predictions_loss: 728.3092 - logcount_predictions_loss: 0.7686 29/2406 [..............................] - ETA: 5:32 - loss: 746.3952 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:28 - loss: 748.5968 - logits_profile_predictions_loss: 730.4432 - logcount_predictions_loss: 0.7564 57/2406 [..............................] - ETA: 5:28 - loss: 748.6292 - logits_profile_predictions_loss: 730.4774 - logcount_predictions_loss: 0.7563 58/2406 [..............................] - ETA: 5:28 - loss: 748.6193 - logits_profile_predictions_loss: 730.4705 - logcount_predictions_loss: 0.7562 59/2406 [..............................] - ETA: 5:27 - loss: 748.6111 - logits_profile_predictions_loss: 730.4655 - logcount_predictions_loss: 0.7561 60/2406 [..............................] - ETA: 5:27 - loss: 748.5886 - logits_profile_predictions_loss: 730.4466 - logcount_predictions_loss: 0.7559 61/2406 [..............................] - ETA: 5:27 - loss: 748.5268 - logits_profile_predictions_loss: 730.3894 - logcount_predictions_loss: 0.7557 62/2406 [..............................] - ETA: 5:27 - loss: 748.4636 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:37 - loss: 747.1792 - logits_profile_predictions_loss: 729.1125 - logcount_predictions_loss: 0.7528 422/2406 [====>.........................] - ETA: 4:36 - loss: 747.1826 - logits_profile_predictions_loss: 729.1153 - logcount_predictions_loss: 0.7528 423/2406 [====>.........................] - ETA: 4:36 - loss: 747.1859 - logits_profile_predictions_loss: 729.1180 - logcount_predictions_loss: 0.7528 424/2406 [====>.........................] - ETA: 4:36 - loss: 747.1889 - logits_profile_predictions_loss: 729.1203 - logcount_predictions_loss: 0.7529 425/2406 [====>.........................] - ETA: 4:36 - loss: 747.1919 - logits_profile_predictions_loss: 729.1228 - logcount_predictions_loss: 0.7529 426/2406 [====>.........................] - ETA: 4:36 - loss: 747.1961 - logits_profile_predictions_loss: 729.1264 - logcount_predictions_loss: 0.7529 427/2406 [====>.........................] - ETA: 4:36 - loss: 747.2005 - 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[====>.........................] - ETA: 4:35 - loss: 747.2215 - logits_profile_predictions_loss: 729.1479 - logcount_predictions_loss: 0.7531 435/2406 [====>.........................] - ETA: 4:35 - loss: 747.2229 - logits_profile_predictions_loss: 729.1489 - logcount_predictions_loss: 0.7531 436/2406 [====>.........................] - ETA: 4:34 - loss: 747.2247 - logits_profile_predictions_loss: 729.1502 - logcount_predictions_loss: 0.7531 437/2406 [====>.........................] - ETA: 4:34 - loss: 747.2259 - logits_profile_predictions_loss: 729.1510 - logcount_predictions_loss: 0.7531 438/2406 [====>.........................] - ETA: 4:34 - loss: 747.2271 - logits_profile_predictions_loss: 729.1517 - logcount_predictions_loss: 0.7531 439/2406 [====>.........................] - ETA: 4:34 - loss: 747.2289 - logits_profile_predictions_loss: 729.1531 - logcount_predictions_loss: 0.7532 440/2406 [====>.........................] - ETA: 4:34 - loss: 747.2308 - 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[====>.........................] - ETA: 4:33 - loss: 747.2418 - logits_profile_predictions_loss: 729.1627 - logcount_predictions_loss: 0.7533 448/2406 [====>.........................] - ETA: 4:33 - loss: 747.2420 - logits_profile_predictions_loss: 729.1626 - logcount_predictions_loss: 0.7533 449/2406 [====>.........................] - ETA: 4:33 - loss: 747.2425 - logits_profile_predictions_loss: 729.1628 - logcount_predictions_loss: 0.7533 450/2406 [====>.........................] - ETA: 4:33 - loss: 747.2428 - logits_profile_predictions_loss: 729.1628 - logcount_predictions_loss: 0.7533 451/2406 [====>.........................] - ETA: 4:32 - loss: 747.2430 - logits_profile_predictions_loss: 729.1627 - logcount_predictions_loss: 0.7533 452/2406 [====>.........................] - ETA: 4:32 - loss: 747.2434 - logits_profile_predictions_loss: 729.1628 - logcount_predictions_loss: 0.7534 453/2406 [====>.........................] - ETA: 4:32 - loss: 747.2432 - 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[====>.........................] - ETA: 4:31 - loss: 747.2362 - logits_profile_predictions_loss: 729.1529 - logcount_predictions_loss: 0.7535 461/2406 [====>.........................] - ETA: 4:31 - loss: 747.2335 - logits_profile_predictions_loss: 729.1499 - logcount_predictions_loss: 0.7535 462/2406 [====>.........................] - ETA: 4:31 - loss: 747.2312 - logits_profile_predictions_loss: 729.1474 - logcount_predictions_loss: 0.7535 463/2406 [====>.........................] - ETA: 4:31 - loss: 747.2286 - logits_profile_predictions_loss: 729.1445 - logcount_predictions_loss: 0.7535 464/2406 [====>.........................] - ETA: 4:31 - loss: 747.2271 - logits_profile_predictions_loss: 729.1426 - logcount_predictions_loss: 0.7535 465/2406 [====>.........................] - ETA: 4:30 - loss: 747.2251 - logits_profile_predictions_loss: 729.1404 - logcount_predictions_loss: 0.7535 466/2406 [====>.........................] - ETA: 4:30 - loss: 747.2230 - 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[====>.........................] - ETA: 4:29 - loss: 747.2098 - logits_profile_predictions_loss: 729.1229 - logcount_predictions_loss: 0.7536 474/2406 [====>.........................] - ETA: 4:29 - loss: 747.2076 - logits_profile_predictions_loss: 729.1204 - logcount_predictions_loss: 0.7536 475/2406 [====>.........................] - ETA: 4:29 - loss: 747.2051 - logits_profile_predictions_loss: 729.1177 - logcount_predictions_loss: 0.7536 476/2406 [====>.........................] - ETA: 4:29 - loss: 747.2019 - logits_profile_predictions_loss: 729.1142 - logcount_predictions_loss: 0.7536 477/2406 [====>.........................] - ETA: 4:29 - loss: 747.1988 - logits_profile_predictions_loss: 729.1110 - logcount_predictions_loss: 0.7537 478/2406 [====>.........................] - ETA: 4:29 - loss: 747.1955 - logits_profile_predictions_loss: 729.1075 - logcount_predictions_loss: 0.7537 479/2406 [====>.........................] - ETA: 4:28 - loss: 747.1919 - 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[..............................] - ETA: 5:39 - loss: 737.0378 - logits_profile_predictions_loss: 722.8000 - logcount_predictions_loss: 0.5932 3/2406 [..............................] - ETA: 5:37 - loss: 740.5113 - logits_profile_predictions_loss: 725.8171 - logcount_predictions_loss: 0.6123 4/2406 [..............................] - ETA: 5:36 - loss: 746.7759 - logits_profile_predictions_loss: 731.5361 - logcount_predictions_loss: 0.6350 5/2406 [..............................] - ETA: 5:35 - loss: 751.8853 - logits_profile_predictions_loss: 736.1551 - logcount_predictions_loss: 0.6554 6/2406 [..............................] - ETA: 5:34 - loss: 753.3912 - logits_profile_predictions_loss: 737.4808 - logcount_predictions_loss: 0.6629 7/2406 [..............................] - ETA: 5:34 - loss: 758.2050 - logits_profile_predictions_loss: 742.1449 - logcount_predictions_loss: 0.6692 8/2406 [..............................] - ETA: 5:33 - loss: 759.6816 - logits_profile_predictions_loss: 743.5273 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[..............................] - ETA: 5:31 - loss: 757.6424 - logits_profile_predictions_loss: 740.2293 - logcount_predictions_loss: 0.7255 23/2406 [..............................] - ETA: 5:31 - loss: 757.5152 - logits_profile_predictions_loss: 740.0870 - logcount_predictions_loss: 0.7262 24/2406 [..............................] - ETA: 5:31 - loss: 757.2328 - logits_profile_predictions_loss: 739.7822 - logcount_predictions_loss: 0.7271 25/2406 [..............................] - ETA: 5:31 - loss: 757.1892 - logits_profile_predictions_loss: 739.7259 - logcount_predictions_loss: 0.7276 26/2406 [..............................] - ETA: 5:31 - loss: 757.0346 - logits_profile_predictions_loss: 739.5660 - logcount_predictions_loss: 0.7279 27/2406 [..............................] - ETA: 5:31 - loss: 756.9588 - logits_profile_predictions_loss: 739.4782 - logcount_predictions_loss: 0.7284 28/2406 [..............................] - ETA: 5:30 - loss: 756.9022 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 750.1711 - logits_profile_predictions_loss: 732.0086 - logcount_predictions_loss: 0.7568 2398/2406 [============================>.] - ETA: 1s - loss: 750.1710 - logits_profile_predictions_loss: 732.0086 - logcount_predictions_loss: 0.7568 2399/2406 [============================>.] - ETA: 0s - loss: 750.1710 - logits_profile_predictions_loss: 732.0086 - logcount_predictions_loss: 0.7568 2400/2406 [============================>.] - ETA: 0s - loss: 750.1709 - logits_profile_predictions_loss: 732.0085 - logcount_predictions_loss: 0.7568 2401/2406 [============================>.] - ETA: 0s - loss: 750.1709 - logits_profile_predictions_loss: 732.0085 - logcount_predictions_loss: 0.7568 2402/2406 [============================>.] - ETA: 0s - loss: 750.1708 - logits_profile_predictions_loss: 732.0084 - logcount_predictions_loss: 0.7568 2403/2406 [============================>.] - ETA: 0s - loss: 750.1707 - logits_profile_predictions_loss: 732.0084 - logcount_predictions_loss: 0.7568 2404/2406 [============================>.] - ETA: 0s - loss: 750.1706 - logits_profile_predictions_loss: 732.0083 - logcount_predictions_loss: 0.7568 2405/2406 [============================>.] - ETA: 0s - loss: 750.1705 - logits_profile_predictions_loss: 732.0083 - logcount_predictions_loss: 0.7568 2406/2406 [==============================] - ETA: 0s - loss: 750.1705 - logits_profile_predictions_loss: 732.0083 - logcount_predictions_loss: 0.7568 2406/2406 [==============================] - 355s 147ms/step - loss: 750.1704 - logits_profile_predictions_loss: 732.0083 - logcount_predictions_loss: 0.7568 - val_loss: 936.5360 - val_logits_profile_predictions_loss: 916.1013 - val_logcount_predictions_loss: 0.8515 Epoch 00014: val_loss did not improve from 932.57001 Epoch 15/50 1/2406 [..............................] - ETA: 6:12 - loss: 690.3804 - logits_profile_predictions_loss: 671.7041 - logcount_predictions_loss: 0.7782 2/2406 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[..............................] - ETA: 5:31 - loss: 722.9025 - logits_profile_predictions_loss: 705.3311 - logcount_predictions_loss: 0.7321 23/2406 [..............................] - ETA: 5:31 - loss: 722.4060 - logits_profile_predictions_loss: 704.8486 - logcount_predictions_loss: 0.7316 24/2406 [..............................] - ETA: 5:31 - loss: 721.9328 - logits_profile_predictions_loss: 704.3947 - logcount_predictions_loss: 0.7308 25/2406 [..............................] - ETA: 5:31 - loss: 721.3651 - logits_profile_predictions_loss: 703.8366 - logcount_predictions_loss: 0.7304 26/2406 [..............................] - ETA: 5:31 - loss: 720.9078 - logits_profile_predictions_loss: 703.3891 - logcount_predictions_loss: 0.7299 27/2406 [..............................] - ETA: 5:30 - loss: 720.5021 - logits_profile_predictions_loss: 702.9690 - logcount_predictions_loss: 0.7305 28/2406 [..............................] - ETA: 5:30 - loss: 720.2783 - logits_profile_predictions_loss: 702.7368 - logcount_predictions_loss: 0.7309 29/2406 [..............................] - ETA: 5:30 - loss: 720.1533 - logits_profile_predictions_loss: 702.6078 - logcount_predictions_loss: 0.7311 30/2406 [..............................] - ETA: 5:30 - loss: 720.0725 - logits_profile_predictions_loss: 702.5247 - logcount_predictions_loss: 0.7312 31/2406 [..............................] - ETA: 5:30 - loss: 719.9752 - logits_profile_predictions_loss: 702.4275 - logcount_predictions_loss: 0.7312 32/2406 [..............................] - ETA: 5:30 - loss: 719.9328 - logits_profile_predictions_loss: 702.3796 - logcount_predictions_loss: 0.7314 33/2406 [..............................] - ETA: 5:29 - loss: 719.8782 - logits_profile_predictions_loss: 702.3219 - logcount_predictions_loss: 0.7315 34/2406 [..............................] - ETA: 5:29 - loss: 719.8054 - logits_profile_predictions_loss: 702.2452 - logcount_predictions_loss: 0.7317 35/2406 [..............................] - ETA: 5:29 - loss: 719.7699 - logits_profile_predictions_loss: 702.1990 - logcount_predictions_loss: 0.7321 36/2406 [..............................] - ETA: 5:29 - loss: 719.7425 - logits_profile_predictions_loss: 702.1604 - logcount_predictions_loss: 0.7326 37/2406 [..............................] - ETA: 5:29 - loss: 719.6227 - logits_profile_predictions_loss: 702.0332 - logcount_predictions_loss: 0.7329 38/2406 [..............................] - ETA: 5:29 - loss: 719.5645 - logits_profile_predictions_loss: 701.9649 - logcount_predictions_loss: 0.7333 39/2406 [..............................] - ETA: 5:29 - loss: 719.5818 - logits_profile_predictions_loss: 701.9705 - logcount_predictions_loss: 0.7338 40/2406 [..............................] - ETA: 5:29 - loss: 719.7083 - logits_profile_predictions_loss: 702.0883 - logcount_predictions_loss: 0.7342 41/2406 [..............................] - ETA: 5:29 - loss: 719.8791 - logits_profile_predictions_loss: 702.2538 - logcount_predictions_loss: 0.7344 42/2406 [..............................] - ETA: 5:29 - loss: 720.0598 - logits_profile_predictions_loss: 702.4292 - logcount_predictions_loss: 0.7346 43/2406 [..............................] - ETA: 5:29 - loss: 720.2195 - logits_profile_predictions_loss: 702.5826 - logcount_predictions_loss: 0.7349 44/2406 [..............................] - ETA: 5:28 - loss: 720.4153 - logits_profile_predictions_loss: 702.7738 - logcount_predictions_loss: 0.7351 45/2406 [..............................] - ETA: 5:28 - loss: 720.6352 - logits_profile_predictions_loss: 702.9890 - logcount_predictions_loss: 0.7353 46/2406 [..............................] - ETA: 5:28 - loss: 720.8728 - logits_profile_predictions_loss: 703.2208 - logcount_predictions_loss: 0.7355 47/2406 [..............................] - ETA: 5:28 - loss: 721.1374 - logits_profile_predictions_loss: 703.4776 - logcount_predictions_loss: 0.7358 48/2406 [..............................] - ETA: 5:28 - loss: 721.4227 - logits_profile_predictions_loss: 703.7562 - logcount_predictions_loss: 0.7361 49/2406 [..............................] - ETA: 5:28 - loss: 721.7200 - logits_profile_predictions_loss: 704.0466 - logcount_predictions_loss: 0.7364 50/2406 [..............................] - ETA: 5:28 - loss: 722.0283 - logits_profile_predictions_loss: 704.3467 - logcount_predictions_loss: 0.7367 51/2406 [..............................] - ETA: 5:27 - loss: 722.3247 - logits_profile_predictions_loss: 704.6359 - logcount_predictions_loss: 0.7370 52/2406 [..............................] - ETA: 5:27 - loss: 722.5689 - logits_profile_predictions_loss: 704.8755 - logcount_predictions_loss: 0.7372 53/2406 [..............................] - ETA: 5:27 - loss: 722.8641 - logits_profile_predictions_loss: 705.1643 - logcount_predictions_loss: 0.7375 54/2406 [..............................] - ETA: 5:27 - loss: 723.1266 - logits_profile_predictions_loss: 705.4220 - logcount_predictions_loss: 0.7377 55/2406 [..............................] - ETA: 5:27 - loss: 723.4131 - logits_profile_predictions_loss: 705.7033 - logcount_predictions_loss: 0.7379 56/2406 [..............................] - ETA: 5:27 - loss: 723.7176 - logits_profile_predictions_loss: 706.0035 - logcount_predictions_loss: 0.7381 57/2406 [..............................] - ETA: 5:27 - loss: 724.0154 - logits_profile_predictions_loss: 706.2968 - logcount_predictions_loss: 0.7383 58/2406 [..............................] - ETA: 5:26 - loss: 724.2716 - logits_profile_predictions_loss: 706.5493 - logcount_predictions_loss: 0.7384 59/2406 [..............................] - ETA: 5:26 - loss: 724.5123 - logits_profile_predictions_loss: 706.7863 - logcount_predictions_loss: 0.7386 60/2406 [..............................] - ETA: 5:26 - loss: 724.7929 - logits_profile_predictions_loss: 707.0643 - logcount_predictions_loss: 0.7387 61/2406 [..............................] - ETA: 5:26 - loss: 725.0343 - logits_profile_predictions_loss: 707.3046 - logcount_predictions_loss: 0.7387 62/2406 [..............................] - ETA: 5:26 - loss: 725.2557 - logits_profile_predictions_loss: 707.5242 - logcount_predictions_loss: 0.7388 63/2406 [..............................] - ETA: 5:26 - loss: 725.4757 - logits_profile_predictions_loss: 707.7434 - logcount_predictions_loss: 0.7388 64/2406 [..............................] - ETA: 5:26 - loss: 725.7165 - logits_profile_predictions_loss: 707.9827 - logcount_predictions_loss: 0.7389 65/2406 [..............................] - ETA: 5:25 - loss: 725.9608 - logits_profile_predictions_loss: 708.2251 - logcount_predictions_loss: 0.7390 66/2406 [..............................] - ETA: 5:25 - loss: 726.2243 - logits_profile_predictions_loss: 708.4847 - logcount_predictions_loss: 0.7391 67/2406 [..............................] - ETA: 5:25 - loss: 726.4840 - logits_profile_predictions_loss: 708.7418 - logcount_predictions_loss: 0.7393 68/2406 [..............................] - ETA: 5:25 - loss: 726.7271 - logits_profile_predictions_loss: 708.9826 - logcount_predictions_loss: 0.7394 69/2406 [..............................] - ETA: 5:25 - loss: 726.9736 - logits_profile_predictions_loss: 709.2277 - logcount_predictions_loss: 0.7394 70/2406 [..............................] - ETA: 5:25 - loss: 727.2157 - logits_profile_predictions_loss: 709.4677 - logcount_predictions_loss: 0.7395 71/2406 [..............................] - ETA: 5:25 - loss: 727.4454 - logits_profile_predictions_loss: 709.6958 - logcount_predictions_loss: 0.7396 72/2406 [..............................] - ETA: 5:24 - loss: 727.6597 - logits_profile_predictions_loss: 709.9092 - logcount_predictions_loss: 0.7396 73/2406 [..............................] - ETA: 5:24 - loss: 727.8329 - logits_profile_predictions_loss: 710.0821 - logcount_predictions_loss: 0.7396 74/2406 [..............................] - ETA: 5:24 - loss: 728.0063 - logits_profile_predictions_loss: 710.2539 - logcount_predictions_loss: 0.7397 75/2406 [..............................] - ETA: 5:24 - loss: 728.1800 - logits_profile_predictions_loss: 710.4261 - logcount_predictions_loss: 0.7397 76/2406 [..............................] - ETA: 5:24 - loss: 728.3468 - logits_profile_predictions_loss: 710.5916 - logcount_predictions_loss: 0.7398 77/2406 [..............................] - ETA: 5:24 - loss: 728.5009 - logits_profile_predictions_loss: 710.7444 - logcount_predictions_loss: 0.7399 78/2406 [..............................] - ETA: 5:23 - loss: 728.6560 - logits_profile_predictions_loss: 710.8981 - logcount_predictions_loss: 0.7399 79/2406 [..............................] - ETA: 5:23 - loss: 728.8071 - logits_profile_predictions_loss: 711.0486 - logcount_predictions_loss: 0.7399 80/2406 [..............................] - ETA: 5:23 - loss: 728.9404 - logits_profile_predictions_loss: 711.1816 - logcount_predictions_loss: 0.7399 81/2406 [>.............................] - ETA: 5:23 - loss: 729.0672 - logits_profile_predictions_loss: 711.3083 - logcount_predictions_loss: 0.7400 82/2406 [>.............................] - ETA: 5:23 - loss: 729.1779 - logits_profile_predictions_loss: 711.4190 - logcount_predictions_loss: 0.7400 83/2406 [>.............................] - ETA: 5:23 - loss: 729.2561 - logits_profile_predictions_loss: 711.4977 - logcount_predictions_loss: 0.7399 84/2406 [>.............................] - ETA: 5:23 - loss: 729.3346 - logits_profile_predictions_loss: 711.5775 - logcount_predictions_loss: 0.7399 85/2406 [>.............................] - ETA: 5:22 - loss: 729.4142 - logits_profile_predictions_loss: 711.6577 - logcount_predictions_loss: 0.7399 86/2406 [>.............................] - ETA: 5:22 - loss: 729.4969 - logits_profile_predictions_loss: 711.7400 - logcount_predictions_loss: 0.7399 87/2406 [>.............................] - ETA: 5:22 - loss: 729.5757 - logits_profile_predictions_loss: 711.8187 - logcount_predictions_loss: 0.7399 88/2406 [>.............................] - ETA: 5:22 - loss: 729.6602 - logits_profile_predictions_loss: 711.9030 - logcount_predictions_loss: 0.7399 89/2406 [>.............................] - ETA: 5:22 - loss: 729.7371 - logits_profile_predictions_loss: 711.9792 - logcount_predictions_loss: 0.7399 90/2406 [>.............................] - ETA: 5:22 - loss: 729.7984 - logits_profile_predictions_loss: 712.0400 - logcount_predictions_loss: 0.7399 91/2406 [>.............................] - ETA: 5:22 - loss: 729.8563 - logits_profile_predictions_loss: 712.0964 - logcount_predictions_loss: 0.7400 92/2406 [>.............................] - ETA: 5:21 - loss: 729.9204 - logits_profile_predictions_loss: 712.1596 - logcount_predictions_loss: 0.7400 93/2406 [>.............................] - ETA: 5:21 - loss: 729.9682 - logits_profile_predictions_loss: 712.2064 - logcount_predictions_loss: 0.7401 94/2406 [>.............................] - ETA: 5:21 - loss: 730.0294 - logits_profile_predictions_loss: 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- loss: 730.4970 - logits_profile_predictions_loss: 712.7267 - logcount_predictions_loss: 0.7404 102/2406 [>.............................] - ETA: 5:20 - loss: 730.5541 - logits_profile_predictions_loss: 712.7826 - logcount_predictions_loss: 0.7405 103/2406 [>.............................] - ETA: 5:20 - loss: 730.6097 - logits_profile_predictions_loss: 712.8369 - logcount_predictions_loss: 0.7405 104/2406 [>.............................] - ETA: 5:20 - loss: 730.6695 - logits_profile_predictions_loss: 712.8960 - logcount_predictions_loss: 0.7406 105/2406 [>.............................] - ETA: 5:20 - loss: 730.7351 - logits_profile_predictions_loss: 712.9604 - logcount_predictions_loss: 0.7406 106/2406 [>.............................] - ETA: 5:19 - loss: 730.8030 - logits_profile_predictions_loss: 713.0273 - logcount_predictions_loss: 0.7407 107/2406 [>.............................] - ETA: 5:19 - loss: 730.8634 - logits_profile_predictions_loss: 713.0870 - logcount_predictions_loss: 0.7407 108/2406 [>.............................] - ETA: 5:19 - loss: 730.9286 - logits_profile_predictions_loss: 713.1514 - logcount_predictions_loss: 0.7407 109/2406 [>.............................] - ETA: 5:19 - loss: 731.0117 - logits_profile_predictions_loss: 713.2336 - logcount_predictions_loss: 0.7408 110/2406 [>.............................] - ETA: 5:19 - loss: 731.0899 - logits_profile_predictions_loss: 713.3106 - logcount_predictions_loss: 0.7408 111/2406 [>.............................] - ETA: 5:19 - loss: 731.1647 - logits_profile_predictions_loss: 713.3844 - logcount_predictions_loss: 0.7408 112/2406 [>.............................] - ETA: 5:19 - loss: 731.2436 - logits_profile_predictions_loss: 713.4628 - logcount_predictions_loss: 0.7409 113/2406 [>.............................] - ETA: 5:18 - loss: 731.3303 - logits_profile_predictions_loss: 713.5490 - logcount_predictions_loss: 0.7409 114/2406 [>.............................] - ETA: 5:18 - loss: 731.4128 - logits_profile_predictions_loss: 713.6311 - logcount_predictions_loss: 0.7409 115/2406 [>.............................] - ETA: 5:18 - loss: 731.5019 - logits_profile_predictions_loss: 713.7199 - logcount_predictions_loss: 0.7409 116/2406 [>.............................] - ETA: 5:18 - loss: 731.6013 - logits_profile_predictions_loss: 713.8192 - logcount_predictions_loss: 0.7409 117/2406 [>.............................] - ETA: 5:18 - loss: 731.6998 - logits_profile_predictions_loss: 713.9175 - logcount_predictions_loss: 0.7409 118/2406 [>.............................] - ETA: 5:18 - loss: 731.7996 - logits_profile_predictions_loss: 714.0174 - logcount_predictions_loss: 0.7409 119/2406 [>.............................] - ETA: 5:18 - loss: 731.8974 - logits_profile_predictions_loss: 714.1157 - logcount_predictions_loss: 0.7409 120/2406 [>.............................] - ETA: 5:17 - loss: 731.9935 - logits_profile_predictions_loss: 714.2123 - logcount_predictions_loss: 0.7409 121/2406 [>.............................] - ETA: 5:17 - loss: 732.0844 - logits_profile_predictions_loss: 714.3036 - logcount_predictions_loss: 0.7409 122/2406 [>.............................] - ETA: 5:17 - loss: 732.1701 - logits_profile_predictions_loss: 714.3895 - logcount_predictions_loss: 0.7409 123/2406 [>.............................] - ETA: 5:17 - loss: 732.2584 - logits_profile_predictions_loss: 714.4781 - logcount_predictions_loss: 0.7408 124/2406 [>.............................] - ETA: 5:17 - loss: 732.3461 - logits_profile_predictions_loss: 714.5659 - logcount_predictions_loss: 0.7408 125/2406 [>.............................] - ETA: 5:17 - loss: 732.4243 - logits_profile_predictions_loss: 714.6439 - logcount_predictions_loss: 0.7409 126/2406 [>.............................] - ETA: 5:17 - loss: 732.5007 - logits_profile_predictions_loss: 714.7200 - logcount_predictions_loss: 0.7409 127/2406 [>.............................] - ETA: 5:16 - loss: 732.5673 - logits_profile_predictions_loss: 714.7865 - logcount_predictions_loss: 0.7409 128/2406 [>.............................] - ETA: 5:16 - loss: 732.6470 - logits_profile_predictions_loss: 714.8660 - logcount_predictions_loss: 0.7409 129/2406 [>.............................] - ETA: 5:16 - loss: 732.7230 - logits_profile_predictions_loss: 714.9419 - logcount_predictions_loss: 0.7409 130/2406 [>.............................] - ETA: 5:16 - loss: 732.8056 - logits_profile_predictions_loss: 715.0247 - logcount_predictions_loss: 0.7409 131/2406 [>.............................] - ETA: 5:16 - loss: 732.8944 - logits_profile_predictions_loss: 715.1134 - logcount_predictions_loss: 0.7409 132/2406 [>.............................] - ETA: 5:16 - loss: 732.9854 - logits_profile_predictions_loss: 715.2042 - logcount_predictions_loss: 0.7409 133/2406 [>.............................] - ETA: 5:16 - loss: 733.0673 - logits_profile_predictions_loss: 715.2859 - logcount_predictions_loss: 0.7409 134/2406 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[===>..........................] - ETA: 4:42 - loss: 741.3461 - logits_profile_predictions_loss: 723.6468 - logcount_predictions_loss: 0.7375 382/2406 [===>..........................] - ETA: 4:41 - loss: 741.3575 - logits_profile_predictions_loss: 723.6586 - logcount_predictions_loss: 0.7375 383/2406 [===>..........................] - ETA: 4:41 - loss: 741.3683 - logits_profile_predictions_loss: 723.6699 - logcount_predictions_loss: 0.7374 384/2406 [===>..........................] - ETA: 4:41 - loss: 741.3796 - logits_profile_predictions_loss: 723.6816 - logcount_predictions_loss: 0.7374 385/2406 [===>..........................] - ETA: 4:41 - loss: 741.3917 - logits_profile_predictions_loss: 723.6942 - logcount_predictions_loss: 0.7374 386/2406 [===>..........................] - ETA: 4:41 - loss: 741.4041 - logits_profile_predictions_loss: 723.7070 - logcount_predictions_loss: 0.7374 387/2406 [===>..........................] - ETA: 4:41 - loss: 741.4158 - 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[============================>.] - ETA: 1s - loss: 744.5854 - logits_profile_predictions_loss: 727.0159 - logcount_predictions_loss: 0.7321 2398/2406 [============================>.] - ETA: 1s - loss: 744.5858 - logits_profile_predictions_loss: 727.0163 - logcount_predictions_loss: 0.7321 2399/2406 [============================>.] - ETA: 0s - loss: 744.5861 - logits_profile_predictions_loss: 727.0166 - logcount_predictions_loss: 0.7321 2400/2406 [============================>.] - ETA: 0s - loss: 744.5865 - logits_profile_predictions_loss: 727.0169 - logcount_predictions_loss: 0.7321 2401/2406 [============================>.] - ETA: 0s - loss: 744.5868 - logits_profile_predictions_loss: 727.0173 - logcount_predictions_loss: 0.7321 2402/2406 [============================>.] - ETA: 0s - loss: 744.5872 - logits_profile_predictions_loss: 727.0176 - logcount_predictions_loss: 0.7321 2403/2406 [============================>.] - ETA: 0s - loss: 744.5876 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:32 - loss: 744.4067 - logits_profile_predictions_loss: 727.0652 - logcount_predictions_loss: 0.7226 23/2406 [..............................] - ETA: 5:31 - loss: 744.6896 - logits_profile_predictions_loss: 727.3339 - logcount_predictions_loss: 0.7232 24/2406 [..............................] - ETA: 5:31 - loss: 744.7882 - logits_profile_predictions_loss: 727.4299 - logcount_predictions_loss: 0.7233 25/2406 [..............................] - ETA: 5:31 - loss: 744.9304 - logits_profile_predictions_loss: 727.5764 - logcount_predictions_loss: 0.7231 26/2406 [..............................] - ETA: 5:31 - loss: 744.7860 - logits_profile_predictions_loss: 727.4304 - logcount_predictions_loss: 0.7231 27/2406 [..............................] - ETA: 5:31 - loss: 744.7612 - logits_profile_predictions_loss: 727.4041 - logcount_predictions_loss: 0.7232 28/2406 [..............................] - ETA: 5:30 - loss: 744.5638 - logits_profile_predictions_loss: 727.2035 - logcount_predictions_loss: 0.7233 29/2406 [..............................] - ETA: 5:30 - loss: 744.3498 - logits_profile_predictions_loss: 726.9867 - logcount_predictions_loss: 0.7235 30/2406 [..............................] - ETA: 5:30 - loss: 744.0654 - logits_profile_predictions_loss: 726.7022 - logcount_predictions_loss: 0.7235 31/2406 [..............................] - ETA: 5:30 - loss: 743.8631 - logits_profile_predictions_loss: 726.5015 - logcount_predictions_loss: 0.7234 32/2406 [..............................] - ETA: 5:30 - loss: 743.6092 - logits_profile_predictions_loss: 726.2468 - logcount_predictions_loss: 0.7234 33/2406 [..............................] - ETA: 5:30 - loss: 743.4342 - logits_profile_predictions_loss: 726.0743 - logcount_predictions_loss: 0.7233 34/2406 [..............................] - ETA: 5:30 - loss: 743.2407 - logits_profile_predictions_loss: 725.8850 - logcount_predictions_loss: 0.7232 35/2406 [..............................] - ETA: 5:29 - loss: 743.0221 - logits_profile_predictions_loss: 725.6752 - logcount_predictions_loss: 0.7228 36/2406 [..............................] - ETA: 5:29 - loss: 742.8572 - logits_profile_predictions_loss: 725.5205 - logcount_predictions_loss: 0.7224 37/2406 [..............................] - ETA: 5:29 - loss: 742.6501 - logits_profile_predictions_loss: 725.3258 - logcount_predictions_loss: 0.7218 38/2406 [..............................] - ETA: 5:29 - loss: 742.5738 - logits_profile_predictions_loss: 725.2625 - logcount_predictions_loss: 0.7213 39/2406 [..............................] - ETA: 5:29 - loss: 742.5020 - logits_profile_predictions_loss: 725.2067 - logcount_predictions_loss: 0.7206 40/2406 [..............................] - ETA: 5:29 - loss: 742.4448 - logits_profile_predictions_loss: 725.1642 - logcount_predictions_loss: 0.7200 41/2406 [..............................] - ETA: 5:28 - loss: 742.3005 - logits_profile_predictions_loss: 725.0333 - logcount_predictions_loss: 0.7195 42/2406 [..............................] - ETA: 5:28 - loss: 742.1470 - logits_profile_predictions_loss: 724.8910 - logcount_predictions_loss: 0.7190 43/2406 [..............................] - ETA: 5:28 - loss: 741.9921 - logits_profile_predictions_loss: 724.7436 - logcount_predictions_loss: 0.7187 44/2406 [..............................] - ETA: 5:28 - loss: 741.8661 - logits_profile_predictions_loss: 724.6233 - logcount_predictions_loss: 0.7184 45/2406 [..............................] - ETA: 5:28 - loss: 741.6846 - logits_profile_predictions_loss: 724.4480 - logcount_predictions_loss: 0.7182 46/2406 [..............................] - ETA: 5:28 - loss: 741.5204 - logits_profile_predictions_loss: 724.2928 - logcount_predictions_loss: 0.7178 47/2406 [..............................] - ETA: 5:28 - loss: 741.3555 - logits_profile_predictions_loss: 724.1347 - logcount_predictions_loss: 0.7175 48/2406 [..............................] - ETA: 5:27 - loss: 741.1787 - logits_profile_predictions_loss: 723.9646 - logcount_predictions_loss: 0.7173 49/2406 [..............................] - ETA: 5:27 - loss: 740.9894 - logits_profile_predictions_loss: 723.7808 - logcount_predictions_loss: 0.7170 50/2406 [..............................] - ETA: 5:27 - loss: 740.8040 - logits_profile_predictions_loss: 723.6009 - logcount_predictions_loss: 0.7168 51/2406 [..............................] - ETA: 5:27 - loss: 740.6902 - logits_profile_predictions_loss: 723.4898 - logcount_predictions_loss: 0.7167 52/2406 [..............................] - ETA: 5:27 - loss: 740.6187 - logits_profile_predictions_loss: 723.4224 - logcount_predictions_loss: 0.7165 53/2406 [..............................] - ETA: 5:27 - loss: 740.5506 - logits_profile_predictions_loss: 723.3587 - logcount_predictions_loss: 0.7163 54/2406 [..............................] - ETA: 5:27 - loss: 740.4942 - logits_profile_predictions_loss: 723.3073 - logcount_predictions_loss: 0.7161 55/2406 [..............................] - ETA: 5:27 - loss: 740.4836 - logits_profile_predictions_loss: 723.3026 - logcount_predictions_loss: 0.7159 56/2406 [..............................] - ETA: 5:26 - loss: 740.4481 - logits_profile_predictions_loss: 723.2736 - logcount_predictions_loss: 0.7156 57/2406 [..............................] - ETA: 5:26 - loss: 740.4140 - logits_profile_predictions_loss: 723.2448 - logcount_predictions_loss: 0.7154 58/2406 [..............................] - ETA: 5:26 - loss: 740.4451 - logits_profile_predictions_loss: 723.2807 - logcount_predictions_loss: 0.7152 59/2406 [..............................] - ETA: 5:26 - loss: 740.4340 - logits_profile_predictions_loss: 723.2746 - logcount_predictions_loss: 0.7150 60/2406 [..............................] - ETA: 5:26 - loss: 740.3896 - logits_profile_predictions_loss: 723.2349 - logcount_predictions_loss: 0.7148 61/2406 [..............................] - ETA: 5:26 - loss: 740.3475 - logits_profile_predictions_loss: 723.1963 - logcount_predictions_loss: 0.7146 62/2406 [..............................] - ETA: 5:26 - loss: 740.3040 - logits_profile_predictions_loss: 723.1566 - logcount_predictions_loss: 0.7145 63/2406 [..............................] - ETA: 5:25 - loss: 740.2482 - logits_profile_predictions_loss: 723.1030 - logcount_predictions_loss: 0.7144 64/2406 [..............................] - ETA: 5:25 - loss: 740.1820 - logits_profile_predictions_loss: 723.0404 - logcount_predictions_loss: 0.7142 65/2406 [..............................] - ETA: 5:25 - loss: 740.0770 - logits_profile_predictions_loss: 722.9401 - logcount_predictions_loss: 0.7140 66/2406 [..............................] - ETA: 5:25 - loss: 739.9771 - logits_profile_predictions_loss: 722.8443 - logcount_predictions_loss: 0.7139 67/2406 [..............................] - ETA: 5:25 - loss: 739.8976 - logits_profile_predictions_loss: 722.7690 - logcount_predictions_loss: 0.7137 68/2406 [..............................] - ETA: 5:25 - loss: 739.8300 - logits_profile_predictions_loss: 722.7057 - logcount_predictions_loss: 0.7135 69/2406 [..............................] - ETA: 5:25 - loss: 739.7914 - logits_profile_predictions_loss: 722.6724 - logcount_predictions_loss: 0.7133 70/2406 [..............................] - ETA: 5:25 - loss: 739.7976 - logits_profile_predictions_loss: 722.6838 - logcount_predictions_loss: 0.7131 71/2406 [..............................] - ETA: 5:24 - loss: 739.8074 - logits_profile_predictions_loss: 722.6979 - logcount_predictions_loss: 0.7129 72/2406 [..............................] - ETA: 5:24 - loss: 739.8149 - logits_profile_predictions_loss: 722.7087 - logcount_predictions_loss: 0.7128 73/2406 [..............................] - ETA: 5:24 - loss: 739.8350 - logits_profile_predictions_loss: 722.7318 - logcount_predictions_loss: 0.7126 74/2406 [..............................] - ETA: 5:24 - loss: 739.8831 - logits_profile_predictions_loss: 722.7835 - logcount_predictions_loss: 0.7125 75/2406 [..............................] - ETA: 5:24 - loss: 739.9268 - logits_profile_predictions_loss: 722.8291 - logcount_predictions_loss: 0.7124 76/2406 [..............................] - ETA: 5:24 - loss: 739.9576 - logits_profile_predictions_loss: 722.8614 - logcount_predictions_loss: 0.7123 77/2406 [..............................] - ETA: 5:24 - loss: 739.9882 - logits_profile_predictions_loss: 722.8925 - logcount_predictions_loss: 0.7123 78/2406 [..............................] - ETA: 5:24 - loss: 740.0185 - logits_profile_predictions_loss: 722.9233 - logcount_predictions_loss: 0.7123 79/2406 [..............................] - ETA: 5:23 - loss: 740.0315 - logits_profile_predictions_loss: 722.9369 - logcount_predictions_loss: 0.7123 80/2406 [..............................] - ETA: 5:23 - loss: 740.0280 - logits_profile_predictions_loss: 722.9347 - logcount_predictions_loss: 0.7122 81/2406 [>.............................] - ETA: 5:23 - loss: 740.0265 - logits_profile_predictions_loss: 722.9342 - logcount_predictions_loss: 0.7122 82/2406 [>.............................] - ETA: 5:23 - loss: 740.0201 - logits_profile_predictions_loss: 722.9293 - logcount_predictions_loss: 0.7121 83/2406 [>.............................] - ETA: 5:23 - loss: 740.0194 - logits_profile_predictions_loss: 722.9287 - logcount_predictions_loss: 0.7121 84/2406 [>.............................] - ETA: 5:23 - loss: 740.0200 - logits_profile_predictions_loss: 722.9298 - logcount_predictions_loss: 0.7121 85/2406 [>.............................] - ETA: 5:23 - loss: 740.0097 - logits_profile_predictions_loss: 722.9210 - logcount_predictions_loss: 0.7120 86/2406 [>.............................] - ETA: 5:22 - loss: 739.9996 - logits_profile_predictions_loss: 722.9129 - logcount_predictions_loss: 0.7119 87/2406 [>.............................] - ETA: 5:22 - loss: 739.9922 - logits_profile_predictions_loss: 722.9077 - logcount_predictions_loss: 0.7119 88/2406 [>.............................] - ETA: 5:22 - loss: 739.9832 - logits_profile_predictions_loss: 722.9002 - logcount_predictions_loss: 0.7118 89/2406 [>.............................] - ETA: 5:22 - loss: 739.9744 - logits_profile_predictions_loss: 722.8925 - logcount_predictions_loss: 0.7117 90/2406 [>.............................] - ETA: 5:22 - loss: 739.9657 - logits_profile_predictions_loss: 722.8854 - logcount_predictions_loss: 0.7117 91/2406 [>.............................] - ETA: 5:22 - loss: 739.9654 - logits_profile_predictions_loss: 722.8867 - logcount_predictions_loss: 0.7116 92/2406 [>.............................] - ETA: 5:22 - loss: 739.9653 - logits_profile_predictions_loss: 722.8882 - logcount_predictions_loss: 0.7115 93/2406 [>.............................] - ETA: 5:21 - loss: 739.9850 - logits_profile_predictions_loss: 722.9076 - logcount_predictions_loss: 0.7116 94/2406 [>.............................] - ETA: 5:21 - loss: 740.0197 - logits_profile_predictions_loss: 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- loss: 740.2179 - logits_profile_predictions_loss: 723.1396 - logcount_predictions_loss: 0.7116 102/2406 [>.............................] - ETA: 5:20 - loss: 740.2417 - logits_profile_predictions_loss: 723.1635 - logcount_predictions_loss: 0.7116 103/2406 [>.............................] - ETA: 5:20 - loss: 740.2576 - logits_profile_predictions_loss: 723.1797 - logcount_predictions_loss: 0.7116 104/2406 [>.............................] - ETA: 5:20 - loss: 740.2662 - logits_profile_predictions_loss: 723.1885 - logcount_predictions_loss: 0.7116 105/2406 [>.............................] - ETA: 5:20 - loss: 740.2818 - logits_profile_predictions_loss: 723.2041 - logcount_predictions_loss: 0.7116 106/2406 [>.............................] - ETA: 5:20 - loss: 740.3051 - logits_profile_predictions_loss: 723.2272 - logcount_predictions_loss: 0.7116 107/2406 [>.............................] - ETA: 5:19 - loss: 740.3336 - logits_profile_predictions_loss: 723.2551 - logcount_predictions_loss: 0.7116 108/2406 [>.............................] - ETA: 5:19 - loss: 740.3729 - logits_profile_predictions_loss: 723.2931 - logcount_predictions_loss: 0.7117 109/2406 [>.............................] - ETA: 5:19 - loss: 740.4167 - logits_profile_predictions_loss: 723.3357 - logcount_predictions_loss: 0.7117 110/2406 [>.............................] - ETA: 5:19 - loss: 740.4447 - logits_profile_predictions_loss: 723.3626 - logcount_predictions_loss: 0.7118 111/2406 [>.............................] - ETA: 5:19 - loss: 740.4606 - logits_profile_predictions_loss: 723.3779 - logcount_predictions_loss: 0.7118 112/2406 [>.............................] - ETA: 5:19 - loss: 740.4688 - logits_profile_predictions_loss: 723.3854 - logcount_predictions_loss: 0.7118 113/2406 [>.............................] - ETA: 5:19 - loss: 740.4775 - logits_profile_predictions_loss: 723.3935 - logcount_predictions_loss: 0.7118 114/2406 [>.............................] - ETA: 5:18 - loss: 740.4758 - logits_profile_predictions_loss: 723.3914 - logcount_predictions_loss: 0.7118 115/2406 [>.............................] - ETA: 5:18 - loss: 740.4718 - logits_profile_predictions_loss: 723.3870 - logcount_predictions_loss: 0.7119 116/2406 [>.............................] - ETA: 5:18 - loss: 740.4677 - logits_profile_predictions_loss: 723.3820 - logcount_predictions_loss: 0.7119 117/2406 [>.............................] - ETA: 5:18 - loss: 740.4658 - logits_profile_predictions_loss: 723.3790 - logcount_predictions_loss: 0.7119 118/2406 [>.............................] - ETA: 5:18 - loss: 740.4619 - logits_profile_predictions_loss: 723.3740 - logcount_predictions_loss: 0.7120 119/2406 [>.............................] - ETA: 5:18 - loss: 740.4580 - logits_profile_predictions_loss: 723.3692 - logcount_predictions_loss: 0.7120 120/2406 [>.............................] - ETA: 5:18 - loss: 740.4553 - logits_profile_predictions_loss: 723.3656 - logcount_predictions_loss: 0.7121 121/2406 [>.............................] - ETA: 5:17 - loss: 740.4477 - logits_profile_predictions_loss: 723.3564 - logcount_predictions_loss: 0.7121 122/2406 [>.............................] - ETA: 5:17 - loss: 740.4448 - logits_profile_predictions_loss: 723.3520 - logcount_predictions_loss: 0.7122 123/2406 [>.............................] - ETA: 5:17 - loss: 740.4371 - logits_profile_predictions_loss: 723.3429 - logcount_predictions_loss: 0.7123 124/2406 [>.............................] - ETA: 5:17 - loss: 740.4454 - logits_profile_predictions_loss: 723.3496 - logcount_predictions_loss: 0.7123 125/2406 [>.............................] - ETA: 5:17 - loss: 740.4564 - logits_profile_predictions_loss: 723.3590 - logcount_predictions_loss: 0.7124 126/2406 [>.............................] - ETA: 5:17 - loss: 740.4602 - logits_profile_predictions_loss: 723.3611 - logcount_predictions_loss: 0.7125 127/2406 [>.............................] - ETA: 5:17 - loss: 740.4572 - 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[..............................] - ETA: 5:26 - loss: 747.8266 - logits_profile_predictions_loss: 729.7897 - logcount_predictions_loss: 0.7515 56/2406 [..............................] - ETA: 5:26 - loss: 747.8055 - logits_profile_predictions_loss: 729.8021 - logcount_predictions_loss: 0.7501 57/2406 [..............................] - ETA: 5:26 - loss: 747.7472 - logits_profile_predictions_loss: 729.7777 - logcount_predictions_loss: 0.7487 58/2406 [..............................] - ETA: 5:26 - loss: 747.7400 - logits_profile_predictions_loss: 729.8027 - logcount_predictions_loss: 0.7474 59/2406 [..............................] - ETA: 5:26 - loss: 747.7306 - logits_profile_predictions_loss: 729.8245 - logcount_predictions_loss: 0.7461 60/2406 [..............................] - ETA: 5:25 - loss: 747.7334 - logits_profile_predictions_loss: 729.8571 - logcount_predictions_loss: 0.7448 61/2406 [..............................] - ETA: 5:25 - loss: 747.7393 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:21 - loss: 748.4901 - logits_profile_predictions_loss: 731.1211 - logcount_predictions_loss: 0.7237 89/2406 [>.............................] - ETA: 5:21 - loss: 748.5271 - logits_profile_predictions_loss: 731.1688 - logcount_predictions_loss: 0.7233 90/2406 [>.............................] - ETA: 5:21 - loss: 748.5491 - logits_profile_predictions_loss: 731.2018 - logcount_predictions_loss: 0.7228 91/2406 [>.............................] - ETA: 5:21 - loss: 748.5585 - logits_profile_predictions_loss: 731.2222 - logcount_predictions_loss: 0.7223 92/2406 [>.............................] - ETA: 5:21 - loss: 748.5531 - logits_profile_predictions_loss: 731.2281 - logcount_predictions_loss: 0.7219 93/2406 [>.............................] - ETA: 5:21 - loss: 748.5477 - logits_profile_predictions_loss: 731.2335 - logcount_predictions_loss: 0.7214 94/2406 [>.............................] - ETA: 5:21 - loss: 748.5378 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:17 - loss: 748.4596 - logits_profile_predictions_loss: 731.4120 - logcount_predictions_loss: 0.7103 122/2406 [>.............................] - ETA: 5:17 - loss: 748.4355 - logits_profile_predictions_loss: 731.3959 - logcount_predictions_loss: 0.7100 123/2406 [>.............................] - ETA: 5:17 - loss: 748.4110 - logits_profile_predictions_loss: 731.3788 - logcount_predictions_loss: 0.7097 124/2406 [>.............................] - ETA: 5:17 - loss: 748.3870 - logits_profile_predictions_loss: 731.3619 - logcount_predictions_loss: 0.7094 125/2406 [>.............................] - ETA: 5:16 - loss: 748.3550 - logits_profile_predictions_loss: 731.3369 - logcount_predictions_loss: 0.7091 126/2406 [>.............................] - ETA: 5:16 - loss: 748.3298 - logits_profile_predictions_loss: 731.3183 - logcount_predictions_loss: 0.7088 127/2406 [>.............................] - ETA: 5:16 - loss: 748.2958 - 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[===>..........................] - ETA: 4:45 - loss: 737.4819 - logits_profile_predictions_loss: 721.0567 - logcount_predictions_loss: 0.6844 356/2406 [===>..........................] - ETA: 4:45 - loss: 737.4525 - logits_profile_predictions_loss: 721.0282 - logcount_predictions_loss: 0.6843 357/2406 [===>..........................] - ETA: 4:44 - loss: 737.4238 - logits_profile_predictions_loss: 721.0005 - logcount_predictions_loss: 0.6843 358/2406 [===>..........................] - ETA: 4:44 - loss: 737.3952 - logits_profile_predictions_loss: 720.9729 - logcount_predictions_loss: 0.6843 359/2406 [===>..........................] - ETA: 4:44 - loss: 737.3678 - logits_profile_predictions_loss: 720.9465 - logcount_predictions_loss: 0.6842 360/2406 [===>..........................] - ETA: 4:44 - loss: 737.3411 - logits_profile_predictions_loss: 720.9208 - logcount_predictions_loss: 0.6842 361/2406 [===>..........................] - ETA: 4:44 - loss: 737.3138 - 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[===>..........................] - ETA: 4:43 - loss: 737.1306 - logits_profile_predictions_loss: 720.7180 - logcount_predictions_loss: 0.6839 369/2406 [===>..........................] - ETA: 4:43 - loss: 737.1047 - logits_profile_predictions_loss: 720.6931 - logcount_predictions_loss: 0.6838 370/2406 [===>..........................] - ETA: 4:43 - loss: 737.0783 - logits_profile_predictions_loss: 720.6678 - logcount_predictions_loss: 0.6838 371/2406 [===>..........................] - ETA: 4:42 - loss: 737.0515 - logits_profile_predictions_loss: 720.6419 - logcount_predictions_loss: 0.6837 372/2406 [===>..........................] - ETA: 4:42 - loss: 737.0247 - logits_profile_predictions_loss: 720.6161 - logcount_predictions_loss: 0.6837 373/2406 [===>..........................] - ETA: 4:42 - loss: 736.9972 - logits_profile_predictions_loss: 720.5896 - logcount_predictions_loss: 0.6836 374/2406 [===>..........................] - ETA: 4:42 - loss: 736.9694 - 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[===>..........................] - ETA: 4:41 - loss: 736.7786 - logits_profile_predictions_loss: 720.3789 - logcount_predictions_loss: 0.6833 382/2406 [===>..........................] - ETA: 4:41 - loss: 736.7516 - logits_profile_predictions_loss: 720.3529 - logcount_predictions_loss: 0.6833 383/2406 [===>..........................] - ETA: 4:41 - loss: 736.7243 - logits_profile_predictions_loss: 720.3265 - logcount_predictions_loss: 0.6832 384/2406 [===>..........................] - ETA: 4:41 - loss: 736.6974 - logits_profile_predictions_loss: 720.3006 - logcount_predictions_loss: 0.6832 385/2406 [===>..........................] - ETA: 4:40 - loss: 736.6702 - logits_profile_predictions_loss: 720.2744 - logcount_predictions_loss: 0.6832 386/2406 [===>..........................] - ETA: 4:40 - loss: 736.6436 - logits_profile_predictions_loss: 720.2489 - logcount_predictions_loss: 0.6831 387/2406 [===>..........................] - ETA: 4:40 - loss: 736.6168 - 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[===>..........................] - ETA: 4:39 - loss: 736.4382 - logits_profile_predictions_loss: 720.0515 - logcount_predictions_loss: 0.6828 395/2406 [===>..........................] - ETA: 4:39 - loss: 736.4143 - logits_profile_predictions_loss: 720.0286 - logcount_predictions_loss: 0.6827 396/2406 [===>..........................] - ETA: 4:39 - loss: 736.3905 - logits_profile_predictions_loss: 720.0059 - logcount_predictions_loss: 0.6827 397/2406 [===>..........................] - ETA: 4:39 - loss: 736.3662 - logits_profile_predictions_loss: 719.9825 - logcount_predictions_loss: 0.6826 398/2406 [===>..........................] - ETA: 4:39 - loss: 736.3414 - logits_profile_predictions_loss: 719.9588 - logcount_predictions_loss: 0.6826 399/2406 [===>..........................] - ETA: 4:39 - loss: 736.3176 - logits_profile_predictions_loss: 719.9360 - logcount_predictions_loss: 0.6826 400/2406 [===>..........................] - ETA: 4:38 - loss: 736.2943 - 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[============================>.] - ETA: 1s - loss: 726.9125 - logits_profile_predictions_loss: 711.0451 - logcount_predictions_loss: 0.6611 2398/2406 [============================>.] - ETA: 1s - loss: 726.9111 - logits_profile_predictions_loss: 711.0439 - logcount_predictions_loss: 0.6611 2399/2406 [============================>.] - ETA: 0s - loss: 726.9098 - logits_profile_predictions_loss: 711.0426 - logcount_predictions_loss: 0.6611 2400/2406 [============================>.] - ETA: 0s - loss: 726.9084 - logits_profile_predictions_loss: 711.0414 - logcount_predictions_loss: 0.6611 2401/2406 [============================>.] - ETA: 0s - loss: 726.9071 - logits_profile_predictions_loss: 711.0402 - logcount_predictions_loss: 0.6611 2402/2406 [============================>.] - ETA: 0s - loss: 726.9058 - logits_profile_predictions_loss: 711.0389 - logcount_predictions_loss: 0.6611 2403/2406 [============================>.] - ETA: 0s - loss: 726.9044 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:35 - loss: 745.4416 - logits_profile_predictions_loss: 732.0427 - logcount_predictions_loss: 0.5583 3/2406 [..............................] - ETA: 5:35 - loss: 740.8282 - logits_profile_predictions_loss: 726.7149 - logcount_predictions_loss: 0.5881 4/2406 [..............................] - ETA: 5:35 - loss: 741.5553 - logits_profile_predictions_loss: 727.3387 - logcount_predictions_loss: 0.5924 5/2406 [..............................] - ETA: 5:35 - loss: 737.4773 - logits_profile_predictions_loss: 723.2660 - logcount_predictions_loss: 0.5921 6/2406 [..............................] - ETA: 5:35 - loss: 735.1971 - logits_profile_predictions_loss: 720.8853 - logcount_predictions_loss: 0.5963 7/2406 [..............................] - ETA: 5:34 - loss: 731.6517 - logits_profile_predictions_loss: 717.2115 - logcount_predictions_loss: 0.6017 8/2406 [..............................] - ETA: 5:34 - loss: 728.7235 - logits_profile_predictions_loss: 714.2409 - logcount_predictions_loss: 0.6034 9/2406 [..............................] - ETA: 5:34 - loss: 727.1569 - logits_profile_predictions_loss: 712.6262 - logcount_predictions_loss: 0.6054 10/2406 [..............................] - ETA: 5:34 - loss: 726.5203 - logits_profile_predictions_loss: 711.9689 - logcount_predictions_loss: 0.6063 11/2406 [..............................] - ETA: 5:33 - loss: 725.2334 - logits_profile_predictions_loss: 710.6923 - logcount_predictions_loss: 0.6059 12/2406 [..............................] - ETA: 5:33 - loss: 724.0601 - logits_profile_predictions_loss: 709.4627 - logcount_predictions_loss: 0.6082 13/2406 [..............................] - ETA: 5:33 - loss: 723.9524 - logits_profile_predictions_loss: 709.2944 - logcount_predictions_loss: 0.6107 14/2406 [..............................] - ETA: 5:33 - loss: 724.8650 - logits_profile_predictions_loss: 710.1541 - logcount_predictions_loss: 0.6130 15/2406 [..............................] - ETA: 5:33 - loss: 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[..............................] - ETA: 5:31 - loss: 725.9332 - logits_profile_predictions_loss: 711.1261 - logcount_predictions_loss: 0.6170 23/2406 [..............................] - ETA: 5:31 - loss: 725.8536 - logits_profile_predictions_loss: 711.0281 - logcount_predictions_loss: 0.6177 24/2406 [..............................] - ETA: 5:31 - loss: 726.0570 - logits_profile_predictions_loss: 711.2106 - logcount_predictions_loss: 0.6186 25/2406 [..............................] - ETA: 5:31 - loss: 726.4002 - logits_profile_predictions_loss: 711.5412 - logcount_predictions_loss: 0.6191 26/2406 [..............................] - ETA: 5:31 - loss: 726.5924 - logits_profile_predictions_loss: 711.7311 - logcount_predictions_loss: 0.6192 27/2406 [..............................] - ETA: 5:31 - loss: 726.7115 - logits_profile_predictions_loss: 711.8571 - logcount_predictions_loss: 0.6189 28/2406 [..............................] - ETA: 5:31 - loss: 726.8377 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:36 - loss: 725.0198 - logits_profile_predictions_loss: 710.1695 - logcount_predictions_loss: 0.6188 421/2406 [====>.........................] - ETA: 4:36 - loss: 725.0073 - logits_profile_predictions_loss: 710.1570 - logcount_predictions_loss: 0.6188 422/2406 [====>.........................] - ETA: 4:36 - loss: 724.9954 - logits_profile_predictions_loss: 710.1452 - logcount_predictions_loss: 0.6188 423/2406 [====>.........................] - ETA: 4:35 - loss: 724.9832 - logits_profile_predictions_loss: 710.1331 - logcount_predictions_loss: 0.6188 424/2406 [====>.........................] - ETA: 4:35 - loss: 724.9707 - logits_profile_predictions_loss: 710.1206 - logcount_predictions_loss: 0.6188 425/2406 [====>.........................] - ETA: 4:35 - loss: 724.9579 - logits_profile_predictions_loss: 710.1079 - logcount_predictions_loss: 0.6187 426/2406 [====>.........................] - ETA: 4:35 - loss: 724.9462 - 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[============================>.] - ETA: 1s - loss: 717.0757 - logits_profile_predictions_loss: 702.1800 - logcount_predictions_loss: 0.6206 2398/2406 [============================>.] - ETA: 1s - loss: 717.0741 - logits_profile_predictions_loss: 702.1784 - logcount_predictions_loss: 0.6206 2399/2406 [============================>.] - ETA: 0s - loss: 717.0724 - logits_profile_predictions_loss: 702.1768 - logcount_predictions_loss: 0.6206 2400/2406 [============================>.] - ETA: 0s - loss: 717.0708 - logits_profile_predictions_loss: 702.1752 - logcount_predictions_loss: 0.6206 2401/2406 [============================>.] - ETA: 0s - loss: 717.0692 - logits_profile_predictions_loss: 702.1736 - logcount_predictions_loss: 0.6206 2402/2406 [============================>.] - ETA: 0s - loss: 717.0676 - logits_profile_predictions_loss: 702.1720 - logcount_predictions_loss: 0.6206 2403/2406 [============================>.] - ETA: 0s - loss: 717.0659 - logits_profile_predictions_loss: 702.1705 - logcount_predictions_loss: 0.6206 2404/2406 [============================>.] - ETA: 0s - loss: 717.0643 - logits_profile_predictions_loss: 702.1688 - logcount_predictions_loss: 0.6206 2405/2406 [============================>.] - ETA: 0s - loss: 717.0626 - logits_profile_predictions_loss: 702.1672 - logcount_predictions_loss: 0.6206 2406/2406 [==============================] - ETA: 0s - loss: 717.0610 - logits_profile_predictions_loss: 702.1656 - logcount_predictions_loss: 0.6206 2406/2406 [==============================] - 355s 147ms/step - loss: 717.0594 - logits_profile_predictions_loss: 702.1640 - logcount_predictions_loss: 0.6206 - val_loss: 932.4048 - val_logits_profile_predictions_loss: 913.2605 - val_logcount_predictions_loss: 0.7977 Epoch 00018: val_loss improved from 932.57001 to 932.40485, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 Epoch 19/50 1/2406 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- logcount_predictions_loss: 0.6426 8/2406 [..............................] - ETA: 5:35 - loss: 729.5852 - logits_profile_predictions_loss: 714.1757 - logcount_predictions_loss: 0.6421 9/2406 [..............................] - ETA: 5:35 - loss: 727.9636 - logits_profile_predictions_loss: 712.5719 - logcount_predictions_loss: 0.6413 10/2406 [..............................] - ETA: 5:35 - loss: 726.0477 - logits_profile_predictions_loss: 710.6739 - logcount_predictions_loss: 0.6406 11/2406 [..............................] - ETA: 5:34 - loss: 725.3260 - logits_profile_predictions_loss: 710.0044 - logcount_predictions_loss: 0.6384 12/2406 [..............................] - ETA: 5:34 - loss: 724.8402 - logits_profile_predictions_loss: 709.5651 - logcount_predictions_loss: 0.6365 13/2406 [..............................] - ETA: 5:34 - loss: 724.1201 - logits_profile_predictions_loss: 708.8810 - logcount_predictions_loss: 0.6350 14/2406 [..............................] - ETA: 5:34 - loss: 723.6442 - logits_profile_predictions_loss: 708.4528 - logcount_predictions_loss: 0.6330 15/2406 [..............................] - ETA: 5:33 - loss: 723.2087 - logits_profile_predictions_loss: 708.0628 - logcount_predictions_loss: 0.6311 16/2406 [..............................] - ETA: 5:33 - loss: 722.7610 - logits_profile_predictions_loss: 707.6665 - logcount_predictions_loss: 0.6289 17/2406 [..............................] - ETA: 5:33 - loss: 722.2822 - logits_profile_predictions_loss: 707.2357 - logcount_predictions_loss: 0.6269 18/2406 [..............................] - ETA: 5:33 - loss: 721.6189 - logits_profile_predictions_loss: 706.6177 - logcount_predictions_loss: 0.6251 19/2406 [..............................] - ETA: 5:33 - loss: 720.9632 - logits_profile_predictions_loss: 706.0142 - logcount_predictions_loss: 0.6229 20/2406 [..............................] - ETA: 5:33 - loss: 720.3328 - logits_profile_predictions_loss: 705.4237 - logcount_predictions_loss: 0.6212 21/2406 [..............................] - ETA: 5:32 - loss: 719.5666 - logits_profile_predictions_loss: 704.6938 - logcount_predictions_loss: 0.6197 22/2406 [..............................] - ETA: 5:32 - loss: 718.9138 - logits_profile_predictions_loss: 704.0681 - logcount_predictions_loss: 0.6186 23/2406 [..............................] - ETA: 5:32 - loss: 718.6001 - logits_profile_predictions_loss: 703.7729 - logcount_predictions_loss: 0.6178 24/2406 [..............................] - ETA: 5:32 - loss: 718.3407 - logits_profile_predictions_loss: 703.5269 - logcount_predictions_loss: 0.6172 25/2406 [..............................] - ETA: 5:32 - loss: 718.2355 - logits_profile_predictions_loss: 703.4394 - logcount_predictions_loss: 0.6165 26/2406 [..............................] - ETA: 5:31 - loss: 718.2801 - logits_profile_predictions_loss: 703.5000 - logcount_predictions_loss: 0.6158 27/2406 [..............................] - ETA: 5:31 - loss: 718.2370 - logits_profile_predictions_loss: 703.4771 - logcount_predictions_loss: 0.6150 28/2406 [..............................] - ETA: 5:31 - loss: 718.0245 - logits_profile_predictions_loss: 703.2861 - logcount_predictions_loss: 0.6141 29/2406 [..............................] - ETA: 5:31 - loss: 717.9666 - logits_profile_predictions_loss: 703.2485 - logcount_predictions_loss: 0.6133 30/2406 [..............................] - ETA: 5:31 - loss: 717.9276 - logits_profile_predictions_loss: 703.2287 - logcount_predictions_loss: 0.6125 31/2406 [..............................] - ETA: 5:31 - loss: 717.8771 - logits_profile_predictions_loss: 703.1916 - logcount_predictions_loss: 0.6119 32/2406 [..............................] - ETA: 5:30 - loss: 717.7424 - logits_profile_predictions_loss: 703.0712 - logcount_predictions_loss: 0.6113 33/2406 [..............................] - ETA: 5:30 - loss: 717.5798 - logits_profile_predictions_loss: 702.9235 - logcount_predictions_loss: 0.6107 34/2406 [..............................] - ETA: 5:30 - 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[..............................] - ETA: 5:27 - loss: 717.0812 - logits_profile_predictions_loss: 702.6266 - logcount_predictions_loss: 0.6023 55/2406 [..............................] - ETA: 5:27 - loss: 717.1122 - logits_profile_predictions_loss: 702.6611 - logcount_predictions_loss: 0.6021 56/2406 [..............................] - ETA: 5:27 - loss: 717.1297 - logits_profile_predictions_loss: 702.6825 - logcount_predictions_loss: 0.6020 57/2406 [..............................] - ETA: 5:26 - loss: 717.1443 - logits_profile_predictions_loss: 702.7022 - logcount_predictions_loss: 0.6018 58/2406 [..............................] - ETA: 5:26 - loss: 717.1527 - logits_profile_predictions_loss: 702.7167 - logcount_predictions_loss: 0.6015 59/2406 [..............................] - ETA: 5:26 - loss: 717.1328 - logits_profile_predictions_loss: 702.7026 - logcount_predictions_loss: 0.6013 60/2406 [..............................] - ETA: 5:26 - loss: 717.1063 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:22 - loss: 716.1938 - logits_profile_predictions_loss: 701.8363 - logcount_predictions_loss: 0.5982 88/2406 [>.............................] - ETA: 5:22 - loss: 716.1240 - logits_profile_predictions_loss: 701.7682 - logcount_predictions_loss: 0.5982 89/2406 [>.............................] - ETA: 5:22 - loss: 716.0575 - logits_profile_predictions_loss: 701.7035 - logcount_predictions_loss: 0.5981 90/2406 [>.............................] - ETA: 5:22 - loss: 715.9810 - logits_profile_predictions_loss: 701.6290 - logcount_predictions_loss: 0.5980 91/2406 [>.............................] - ETA: 5:21 - loss: 715.9100 - logits_profile_predictions_loss: 701.5599 - logcount_predictions_loss: 0.5979 92/2406 [>.............................] - ETA: 5:21 - loss: 715.8382 - logits_profile_predictions_loss: 701.4903 - logcount_predictions_loss: 0.5978 93/2406 [>.............................] - ETA: 5:21 - loss: 715.7860 - logits_profile_predictions_loss: 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695.2036 - logcount_predictions_loss: 0.5881 2403/2406 [============================>.] - ETA: 0s - loss: 709.3160 - logits_profile_predictions_loss: 695.2026 - logcount_predictions_loss: 0.5881 2404/2406 [============================>.] - ETA: 0s - loss: 709.3151 - logits_profile_predictions_loss: 695.2017 - logcount_predictions_loss: 0.5881 2405/2406 [============================>.] - ETA: 0s - loss: 709.3141 - logits_profile_predictions_loss: 695.2007 - logcount_predictions_loss: 0.5881 2406/2406 [==============================] - ETA: 0s - loss: 709.3132 - logits_profile_predictions_loss: 695.1997 - logcount_predictions_loss: 0.5881 2406/2406 [==============================] - 355s 147ms/step - loss: 709.3122 - logits_profile_predictions_loss: 695.1988 - logcount_predictions_loss: 0.5881 - val_loss: 935.8450 - val_logits_profile_predictions_loss: 916.4707 - val_logcount_predictions_loss: 0.8073 Epoch 00019: val_loss did not improve from 932.40485 Epoch 20/50 1/2406 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logits_profile_predictions_loss: 679.8473 - logcount_predictions_loss: 0.5999 179/2406 [=>............................] - ETA: 5:10 - loss: 694.2577 - logits_profile_predictions_loss: 679.8603 - logcount_predictions_loss: 0.5999 180/2406 [=>............................] - ETA: 5:10 - loss: 694.2674 - logits_profile_predictions_loss: 679.8713 - logcount_predictions_loss: 0.5998 181/2406 [=>............................] - ETA: 5:09 - loss: 694.2810 - logits_profile_predictions_loss: 679.8861 - logcount_predictions_loss: 0.5998 182/2406 [=>............................] - ETA: 5:09 - loss: 694.2919 - logits_profile_predictions_loss: 679.8981 - logcount_predictions_loss: 0.5997 183/2406 [=>............................] - ETA: 5:09 - loss: 694.3016 - logits_profile_predictions_loss: 679.9089 - logcount_predictions_loss: 0.5997 184/2406 [=>............................] - ETA: 5:09 - loss: 694.3096 - logits_profile_predictions_loss: 679.9181 - logcount_predictions_loss: 0.5996 185/2406 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[============================>.] - ETA: 10s - loss: 701.0730 - logits_profile_predictions_loss: 687.2360 - logcount_predictions_loss: 0.5765 2331/2406 [============================>.] - ETA: 10s - loss: 701.0740 - logits_profile_predictions_loss: 687.2370 - logcount_predictions_loss: 0.5765 2332/2406 [============================>.] - ETA: 10s - loss: 701.0751 - logits_profile_predictions_loss: 687.2381 - logcount_predictions_loss: 0.5765 2333/2406 [============================>.] - ETA: 10s - loss: 701.0761 - logits_profile_predictions_loss: 687.2392 - logcount_predictions_loss: 0.5765 2334/2406 [============================>.] - ETA: 10s - loss: 701.0772 - logits_profile_predictions_loss: 687.2403 - logcount_predictions_loss: 0.5765 2335/2406 [============================>.] - ETA: 9s - loss: 701.0783 - logits_profile_predictions_loss: 687.2414 - logcount_predictions_loss: 0.5765  2336/2406 [============================>.] - ETA: 9s - loss: 701.0793 - logits_profile_predictions_loss: 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[============================>.] - ETA: 5s - loss: 701.1079 - logits_profile_predictions_loss: 687.2716 - logcount_predictions_loss: 0.5765 2364/2406 [============================>.] - ETA: 5s - loss: 701.1089 - logits_profile_predictions_loss: 687.2726 - logcount_predictions_loss: 0.5765 2365/2406 [============================>.] - ETA: 5s - loss: 701.1099 - logits_profile_predictions_loss: 687.2736 - logcount_predictions_loss: 0.5765 2366/2406 [============================>.] - ETA: 5s - loss: 701.1108 - logits_profile_predictions_loss: 687.2746 - logcount_predictions_loss: 0.5765 2367/2406 [============================>.] - ETA: 5s - loss: 701.1118 - logits_profile_predictions_loss: 687.2755 - logcount_predictions_loss: 0.5765 2368/2406 [============================>.] - ETA: 5s - loss: 701.1127 - logits_profile_predictions_loss: 687.2765 - logcount_predictions_loss: 0.5765 2369/2406 [============================>.] - ETA: 5s - loss: 701.1137 - logits_profile_predictions_loss: 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2383/2406 [============================>.] - ETA: 3s - loss: 701.1273 - logits_profile_predictions_loss: 687.2914 - logcount_predictions_loss: 0.5765 2384/2406 [============================>.] - ETA: 3s - loss: 701.1283 - logits_profile_predictions_loss: 687.2924 - logcount_predictions_loss: 0.5765 2385/2406 [============================>.] - ETA: 2s - loss: 701.1292 - logits_profile_predictions_loss: 687.2933 - logcount_predictions_loss: 0.5765 2386/2406 [============================>.] - ETA: 2s - loss: 701.1302 - logits_profile_predictions_loss: 687.2943 - logcount_predictions_loss: 0.5765 2387/2406 [============================>.] - ETA: 2s - loss: 701.1312 - logits_profile_predictions_loss: 687.2953 - logcount_predictions_loss: 0.5765 2388/2406 [============================>.] - ETA: 2s - loss: 701.1322 - logits_profile_predictions_loss: 687.2963 - logcount_predictions_loss: 0.5765 2389/2406 [============================>.] - ETA: 2s - loss: 701.1331 - logits_profile_predictions_loss: 687.2973 - logcount_predictions_loss: 0.5765 2390/2406 [============================>.] - ETA: 2s - loss: 701.1341 - logits_profile_predictions_loss: 687.2983 - logcount_predictions_loss: 0.5765 2391/2406 [============================>.] - ETA: 2s - loss: 701.1351 - logits_profile_predictions_loss: 687.2993 - logcount_predictions_loss: 0.5765 2392/2406 [============================>.] - ETA: 1s - loss: 701.1361 - logits_profile_predictions_loss: 687.3003 - logcount_predictions_loss: 0.5765 2393/2406 [============================>.] - ETA: 1s - loss: 701.1370 - logits_profile_predictions_loss: 687.3013 - logcount_predictions_loss: 0.5765 2394/2406 [============================>.] - ETA: 1s - loss: 701.1379 - logits_profile_predictions_loss: 687.3022 - logcount_predictions_loss: 0.5765 2395/2406 [============================>.] - ETA: 1s - loss: 701.1388 - logits_profile_predictions_loss: 687.3032 - logcount_predictions_loss: 0.5765 2396/2406 [============================>.] - ETA: 1s - loss: 701.1398 - logits_profile_predictions_loss: 687.3041 - logcount_predictions_loss: 0.5765 2397/2406 [============================>.] - ETA: 1s - loss: 701.1407 - logits_profile_predictions_loss: 687.3051 - logcount_predictions_loss: 0.5765 2398/2406 [============================>.] - ETA: 1s - loss: 701.1417 - logits_profile_predictions_loss: 687.3061 - logcount_predictions_loss: 0.5765 2399/2406 [============================>.] - ETA: 0s - loss: 701.1427 - logits_profile_predictions_loss: 687.3071 - logcount_predictions_loss: 0.5765 2400/2406 [============================>.] - ETA: 0s - loss: 701.1436 - logits_profile_predictions_loss: 687.3081 - logcount_predictions_loss: 0.5765 2401/2406 [============================>.] - ETA: 0s - loss: 701.1446 - logits_profile_predictions_loss: 687.3090 - logcount_predictions_loss: 0.5765 2402/2406 [============================>.] - ETA: 0s - loss: 701.1456 - logits_profile_predictions_loss: 687.3100 - logcount_predictions_loss: 0.5765 2403/2406 [============================>.] - ETA: 0s - loss: 701.1465 - logits_profile_predictions_loss: 687.3110 - logcount_predictions_loss: 0.5765 2404/2406 [============================>.] - ETA: 0s - loss: 701.1475 - logits_profile_predictions_loss: 687.3120 - logcount_predictions_loss: 0.5765 2405/2406 [============================>.] - ETA: 0s - loss: 701.1484 - logits_profile_predictions_loss: 687.3129 - logcount_predictions_loss: 0.5765 2406/2406 [==============================] - ETA: 0s - loss: 701.1493 - logits_profile_predictions_loss: 687.3138 - logcount_predictions_loss: 0.5765 2406/2406 [==============================] - 355s 147ms/step - loss: 701.1502 - logits_profile_predictions_loss: 687.3147 - logcount_predictions_loss: 0.5765 - val_loss: 939.7061 - val_logits_profile_predictions_loss: 920.1347 - val_logcount_predictions_loss: 0.8155 Epoch 00020: val_loss did not improve from 932.40485 Epoch 21/50 1/2406 [..............................] - ETA: 6:12 - loss: 598.2452 - logits_profile_predictions_loss: 583.2386 - logcount_predictions_loss: 0.6253 2/2406 [..............................] - ETA: 5:44 - loss: 625.6466 - logits_profile_predictions_loss: 611.4395 - logcount_predictions_loss: 0.5920 3/2406 [..............................] - ETA: 5:38 - loss: 634.8056 - logits_profile_predictions_loss: 621.2606 - logcount_predictions_loss: 0.5644 4/2406 [..............................] - ETA: 5:36 - loss: 639.5632 - logits_profile_predictions_loss: 626.5119 - logcount_predictions_loss: 0.5438 5/2406 [..............................] - ETA: 5:36 - loss: 638.8001 - logits_profile_predictions_loss: 626.0420 - logcount_predictions_loss: 0.5316 6/2406 [..............................] - ETA: 5:35 - loss: 637.1011 - logits_profile_predictions_loss: 624.3368 - logcount_predictions_loss: 0.5318 7/2406 [..............................] - ETA: 5:34 - loss: 637.3516 - logits_profile_predictions_loss: 624.5757 - logcount_predictions_loss: 0.5323 8/2406 [..............................] - ETA: 5:34 - loss: 638.7476 - logits_profile_predictions_loss: 626.0499 - logcount_predictions_loss: 0.5291 9/2406 [..............................] - ETA: 5:34 - loss: 641.0288 - logits_profile_predictions_loss: 628.3406 - logcount_predictions_loss: 0.5287 10/2406 [..............................] - ETA: 5:33 - loss: 643.1700 - logits_profile_predictions_loss: 630.4906 - logcount_predictions_loss: 0.5283 11/2406 [..............................] - ETA: 5:33 - loss: 645.3123 - logits_profile_predictions_loss: 632.6382 - logcount_predictions_loss: 0.5281 12/2406 [..............................] - ETA: 5:33 - loss: 647.1602 - logits_profile_predictions_loss: 634.5109 - logcount_predictions_loss: 0.5271 13/2406 [..............................] - ETA: 5:33 - loss: 647.9594 - logits_profile_predictions_loss: 635.3301 - logcount_predictions_loss: 0.5262 14/2406 [..............................] - ETA: 5:32 - loss: 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[..............................] - ETA: 5:31 - loss: 658.3635 - logits_profile_predictions_loss: 645.7574 - logcount_predictions_loss: 0.5253 22/2406 [..............................] - ETA: 5:31 - loss: 659.4060 - logits_profile_predictions_loss: 646.7889 - logcount_predictions_loss: 0.5257 23/2406 [..............................] - ETA: 5:31 - loss: 660.4447 - logits_profile_predictions_loss: 647.8172 - logcount_predictions_loss: 0.5261 24/2406 [..............................] - ETA: 5:31 - loss: 661.5902 - logits_profile_predictions_loss: 648.9514 - logcount_predictions_loss: 0.5266 25/2406 [..............................] - ETA: 5:31 - loss: 662.7174 - logits_profile_predictions_loss: 650.0677 - logcount_predictions_loss: 0.5271 26/2406 [..............................] - ETA: 5:30 - loss: 663.7578 - logits_profile_predictions_loss: 651.1027 - logcount_predictions_loss: 0.5273 27/2406 [..............................] - ETA: 5:30 - loss: 664.8602 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 698.7900 - logits_profile_predictions_loss: 685.5264 - logcount_predictions_loss: 0.5526 2397/2406 [============================>.] - ETA: 1s - loss: 698.7893 - logits_profile_predictions_loss: 685.5257 - logcount_predictions_loss: 0.5527 2398/2406 [============================>.] - ETA: 1s - loss: 698.7887 - logits_profile_predictions_loss: 685.5250 - logcount_predictions_loss: 0.5527 2399/2406 [============================>.] - ETA: 0s - loss: 698.7880 - logits_profile_predictions_loss: 685.5243 - logcount_predictions_loss: 0.5527 2400/2406 [============================>.] - ETA: 0s - loss: 698.7874 - logits_profile_predictions_loss: 685.5236 - logcount_predictions_loss: 0.5527 2401/2406 [============================>.] - ETA: 0s - loss: 698.7868 - logits_profile_predictions_loss: 685.5229 - logcount_predictions_loss: 0.5527 2402/2406 [============================>.] - ETA: 0s - loss: 698.7861 - logits_profile_predictions_loss: 685.5223 - logcount_predictions_loss: 0.5527 2403/2406 [============================>.] - ETA: 0s - loss: 698.7855 - logits_profile_predictions_loss: 685.5216 - logcount_predictions_loss: 0.5527 2404/2406 [============================>.] - ETA: 0s - loss: 698.7849 - logits_profile_predictions_loss: 685.5209 - logcount_predictions_loss: 0.5527 2405/2406 [============================>.] - ETA: 0s - loss: 698.7842 - logits_profile_predictions_loss: 685.5202 - logcount_predictions_loss: 0.5527 2406/2406 [==============================] - ETA: 0s - loss: 698.7836 - logits_profile_predictions_loss: 685.5195 - logcount_predictions_loss: 0.5527 2406/2406 [==============================] - 355s 147ms/step - loss: 698.7830 - logits_profile_predictions_loss: 685.5189 - logcount_predictions_loss: 0.5527 - val_loss: 942.2738 - val_logits_profile_predictions_loss: 922.8877 - val_logcount_predictions_loss: 0.8078 Epoch 00021: val_loss did not improve from 932.40485 Epoch 22/50 1/2406 [..............................] - ETA: 6:13 - loss: 697.0032 - logits_profile_predictions_loss: 687.4847 - logcount_predictions_loss: 0.3966 2/2406 [..............................] - ETA: 5:36 - loss: 693.7212 - logits_profile_predictions_loss: 682.8213 - logcount_predictions_loss: 0.4542 3/2406 [..............................] - ETA: 5:35 - loss: 697.1637 - logits_profile_predictions_loss: 685.8262 - logcount_predictions_loss: 0.4724 4/2406 [..............................] - ETA: 5:34 - loss: 706.6316 - logits_profile_predictions_loss: 694.9698 - logcount_predictions_loss: 0.4859 5/2406 [..............................] - ETA: 5:33 - loss: 710.5104 - logits_profile_predictions_loss: 698.5743 - logcount_predictions_loss: 0.4973 6/2406 [..............................] - ETA: 5:33 - loss: 714.1232 - logits_profile_predictions_loss: 701.9649 - logcount_predictions_loss: 0.5066 7/2406 [..............................] - ETA: 5:33 - loss: 714.2670 - logits_profile_predictions_loss: 702.0242 - logcount_predictions_loss: 0.5101 8/2406 [..............................] - ETA: 5:33 - loss: 714.3962 - logits_profile_predictions_loss: 702.1453 - logcount_predictions_loss: 0.5105 9/2406 [..............................] - ETA: 5:32 - loss: 715.6756 - logits_profile_predictions_loss: 703.3928 - logcount_predictions_loss: 0.5118 10/2406 [..............................] - ETA: 5:32 - loss: 716.9280 - logits_profile_predictions_loss: 704.6367 - logcount_predictions_loss: 0.5121 11/2406 [..............................] - ETA: 5:32 - loss: 718.3630 - logits_profile_predictions_loss: 706.0842 - logcount_predictions_loss: 0.5116 12/2406 [..............................] - ETA: 5:35 - loss: 720.5101 - logits_profile_predictions_loss: 708.2573 - logcount_predictions_loss: 0.5105 13/2406 [..............................] - ETA: 5:34 - loss: 721.9645 - logits_profile_predictions_loss: 709.7229 - logcount_predictions_loss: 0.5101 14/2406 [..............................] - ETA: 5:34 - loss: 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[..............................] - ETA: 5:32 - loss: 725.8566 - logits_profile_predictions_loss: 713.6331 - logcount_predictions_loss: 0.5093 22/2406 [..............................] - ETA: 5:32 - loss: 725.8875 - logits_profile_predictions_loss: 713.6700 - logcount_predictions_loss: 0.5091 23/2406 [..............................] - ETA: 5:32 - loss: 725.8177 - logits_profile_predictions_loss: 713.6000 - logcount_predictions_loss: 0.5091 24/2406 [..............................] - ETA: 5:32 - loss: 725.6845 - logits_profile_predictions_loss: 713.4584 - logcount_predictions_loss: 0.5094 25/2406 [..............................] - ETA: 5:32 - loss: 725.4755 - logits_profile_predictions_loss: 713.2469 - logcount_predictions_loss: 0.5095 26/2406 [..............................] - ETA: 5:31 - loss: 725.1507 - logits_profile_predictions_loss: 712.9179 - logcount_predictions_loss: 0.5097 27/2406 [..............................] - ETA: 5:31 - loss: 724.7272 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 694.9474 - logcount_predictions_loss: 0.5128 439/2406 [====>.........................] - ETA: 4:33 - loss: 707.2371 - logits_profile_predictions_loss: 694.9304 - logcount_predictions_loss: 0.5128 440/2406 [====>.........................] - ETA: 4:33 - loss: 707.2202 - logits_profile_predictions_loss: 694.9135 - logcount_predictions_loss: 0.5128 441/2406 [====>.........................] - ETA: 4:33 - loss: 707.2033 - logits_profile_predictions_loss: 694.8964 - logcount_predictions_loss: 0.5128 442/2406 [====>.........................] - ETA: 4:33 - loss: 707.1863 - logits_profile_predictions_loss: 694.8794 - logcount_predictions_loss: 0.5128 443/2406 [====>.........................] - ETA: 4:33 - loss: 707.1693 - logits_profile_predictions_loss: 694.8623 - logcount_predictions_loss: 0.5128 444/2406 [====>.........................] - ETA: 4:32 - loss: 707.1522 - logits_profile_predictions_loss: 694.8451 - logcount_predictions_loss: 0.5128 445/2406 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logits_profile_predictions_loss: 682.0272 - logcount_predictions_loss: 0.5149 2357/2406 [============================>.] - ETA: 6s - loss: 694.3820 - logits_profile_predictions_loss: 682.0242 - logcount_predictions_loss: 0.5149 2358/2406 [============================>.] - ETA: 6s - loss: 694.3790 - logits_profile_predictions_loss: 682.0211 - logcount_predictions_loss: 0.5149 2359/2406 [============================>.] - ETA: 6s - loss: 694.3759 - logits_profile_predictions_loss: 682.0181 - logcount_predictions_loss: 0.5149 2360/2406 [============================>.] - ETA: 6s - loss: 694.3729 - logits_profile_predictions_loss: 682.0150 - logcount_predictions_loss: 0.5149 2361/2406 [============================>.] - ETA: 6s - loss: 694.3698 - logits_profile_predictions_loss: 682.0120 - logcount_predictions_loss: 0.5149 2362/2406 [============================>.] - ETA: 6s - loss: 694.3667 - logits_profile_predictions_loss: 682.0089 - logcount_predictions_loss: 0.5149 2363/2406 [============================>.] - ETA: 5s - loss: 694.3637 - logits_profile_predictions_loss: 682.0058 - logcount_predictions_loss: 0.5149 2364/2406 [============================>.] - ETA: 5s - loss: 694.3606 - logits_profile_predictions_loss: 682.0028 - logcount_predictions_loss: 0.5149 2365/2406 [============================>.] - ETA: 5s - loss: 694.3576 - logits_profile_predictions_loss: 681.9997 - logcount_predictions_loss: 0.5149 2366/2406 [============================>.] - ETA: 5s - loss: 694.3545 - logits_profile_predictions_loss: 681.9967 - logcount_predictions_loss: 0.5149 2367/2406 [============================>.] - ETA: 5s - loss: 694.3515 - logits_profile_predictions_loss: 681.9936 - logcount_predictions_loss: 0.5149 2368/2406 [============================>.] - ETA: 5s - loss: 694.3484 - logits_profile_predictions_loss: 681.9906 - logcount_predictions_loss: 0.5149 2369/2406 [============================>.] - ETA: 5s - loss: 694.3454 - logits_profile_predictions_loss: 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loss: 694.3243 - logits_profile_predictions_loss: 681.9664 - logcount_predictions_loss: 0.5149 2377/2406 [============================>.] - ETA: 4s - loss: 694.3213 - logits_profile_predictions_loss: 681.9634 - logcount_predictions_loss: 0.5149 2378/2406 [============================>.] - ETA: 3s - loss: 694.3182 - logits_profile_predictions_loss: 681.9604 - logcount_predictions_loss: 0.5149 2379/2406 [============================>.] - ETA: 3s - loss: 694.3152 - logits_profile_predictions_loss: 681.9574 - logcount_predictions_loss: 0.5149 2380/2406 [============================>.] - ETA: 3s - loss: 694.3122 - logits_profile_predictions_loss: 681.9543 - logcount_predictions_loss: 0.5149 2381/2406 [============================>.] - ETA: 3s - loss: 694.3091 - logits_profile_predictions_loss: 681.9513 - logcount_predictions_loss: 0.5149 2382/2406 [============================>.] - ETA: 3s - loss: 694.3060 - logits_profile_predictions_loss: 681.9482 - logcount_predictions_loss: 0.5149 2383/2406 [============================>.] - ETA: 3s - loss: 694.3030 - logits_profile_predictions_loss: 681.9452 - logcount_predictions_loss: 0.5149 2384/2406 [============================>.] - ETA: 3s - loss: 694.2999 - logits_profile_predictions_loss: 681.9421 - logcount_predictions_loss: 0.5149 2385/2406 [============================>.] - ETA: 2s - loss: 694.2969 - logits_profile_predictions_loss: 681.9391 - logcount_predictions_loss: 0.5149 2386/2406 [============================>.] - ETA: 2s - loss: 694.2939 - logits_profile_predictions_loss: 681.9360 - logcount_predictions_loss: 0.5149 2387/2406 [============================>.] - ETA: 2s - loss: 694.2908 - logits_profile_predictions_loss: 681.9330 - logcount_predictions_loss: 0.5149 2388/2406 [============================>.] - ETA: 2s - loss: 694.2878 - logits_profile_predictions_loss: 681.9299 - logcount_predictions_loss: 0.5149 2389/2406 [============================>.] - ETA: 2s - loss: 694.2847 - logits_profile_predictions_loss: 681.9269 - logcount_predictions_loss: 0.5149 2390/2406 [============================>.] - ETA: 2s - loss: 694.2817 - logits_profile_predictions_loss: 681.9239 - logcount_predictions_loss: 0.5149 2391/2406 [============================>.] - ETA: 2s - loss: 694.2787 - logits_profile_predictions_loss: 681.9209 - logcount_predictions_loss: 0.5149 2392/2406 [============================>.] - ETA: 1s - loss: 694.2757 - logits_profile_predictions_loss: 681.9179 - logcount_predictions_loss: 0.5149 2393/2406 [============================>.] - ETA: 1s - loss: 694.2726 - logits_profile_predictions_loss: 681.9148 - logcount_predictions_loss: 0.5149 2394/2406 [============================>.] - ETA: 1s - loss: 694.2696 - logits_profile_predictions_loss: 681.9118 - logcount_predictions_loss: 0.5149 2395/2406 [============================>.] - ETA: 1s - loss: 694.2666 - logits_profile_predictions_loss: 681.9088 - logcount_predictions_loss: 0.5149 2396/2406 [============================>.] - ETA: 1s - loss: 694.2636 - logits_profile_predictions_loss: 681.9058 - logcount_predictions_loss: 0.5149 2397/2406 [============================>.] - ETA: 1s - loss: 694.2606 - logits_profile_predictions_loss: 681.9028 - logcount_predictions_loss: 0.5149 2398/2406 [============================>.] - ETA: 1s - loss: 694.2576 - logits_profile_predictions_loss: 681.8998 - logcount_predictions_loss: 0.5149 2399/2406 [============================>.] - ETA: 0s - loss: 694.2546 - logits_profile_predictions_loss: 681.8967 - logcount_predictions_loss: 0.5149 2400/2406 [============================>.] - ETA: 0s - loss: 694.2515 - logits_profile_predictions_loss: 681.8937 - logcount_predictions_loss: 0.5149 2401/2406 [============================>.] - ETA: 0s - loss: 694.2485 - logits_profile_predictions_loss: 681.8907 - logcount_predictions_loss: 0.5149 2402/2406 [============================>.] - ETA: 0s - loss: 694.2455 - logits_profile_predictions_loss: 681.8877 - logcount_predictions_loss: 0.5149 2403/2406 [============================>.] - ETA: 0s - loss: 694.2425 - logits_profile_predictions_loss: 681.8847 - logcount_predictions_loss: 0.5149 2404/2406 [============================>.] - ETA: 0s - loss: 694.2395 - logits_profile_predictions_loss: 681.8817 - logcount_predictions_loss: 0.5149 2405/2406 [============================>.] - ETA: 0s - loss: 694.2365 - logits_profile_predictions_loss: 681.8787 - logcount_predictions_loss: 0.5149 2406/2406 [==============================] - ETA: 0s - loss: 694.2335 - logits_profile_predictions_loss: 681.8757 - logcount_predictions_loss: 0.5149 2406/2406 [==============================] - 355s 147ms/step - loss: 694.2305 - logits_profile_predictions_loss: 681.8727 - logcount_predictions_loss: 0.5149 - val_loss: 944.1658 - val_logits_profile_predictions_loss: 924.5721 - val_logcount_predictions_loss: 0.8164 Epoch 00022: val_loss did not improve from 932.40485 Epoch 23/50 1/2406 [..............................] - ETA: 6:13 - loss: 649.1405 - logits_profile_predictions_loss: 638.0239 - logcount_predictions_loss: 0.4632 2/2406 [..............................] - ETA: 5:41 - loss: 662.2027 - logits_profile_predictions_loss: 651.8078 - logcount_predictions_loss: 0.4331 3/2406 [..............................] - ETA: 5:39 - loss: 660.0328 - logits_profile_predictions_loss: 649.9743 - logcount_predictions_loss: 0.4191 4/2406 [..............................] - ETA: 5:38 - loss: 654.4112 - logits_profile_predictions_loss: 644.3776 - logcount_predictions_loss: 0.4181 5/2406 [..............................] - ETA: 5:37 - loss: 654.3708 - logits_profile_predictions_loss: 644.2464 - logcount_predictions_loss: 0.4219 6/2406 [..............................] - ETA: 5:36 - loss: 651.0728 - logits_profile_predictions_loss: 640.9005 - logcount_predictions_loss: 0.4238 7/2406 [..............................] - ETA: 5:35 - loss: 648.5865 - logits_profile_predictions_loss: 638.3852 - logcount_predictions_loss: 0.4251 8/2406 [..............................] - ETA: 5:35 - loss: 646.8986 - logits_profile_predictions_loss: 636.6678 - logcount_predictions_loss: 0.4263 9/2406 [..............................] - ETA: 5:35 - loss: 647.1330 - logits_profile_predictions_loss: 636.9172 - logcount_predictions_loss: 0.4257 10/2406 [..............................] - ETA: 5:34 - loss: 648.8103 - logits_profile_predictions_loss: 638.6065 - logcount_predictions_loss: 0.4252 11/2406 [..............................] - ETA: 5:34 - loss: 649.6513 - logits_profile_predictions_loss: 639.4788 - logcount_predictions_loss: 0.4239 12/2406 [..............................] - ETA: 5:34 - loss: 650.5685 - logits_profile_predictions_loss: 640.3670 - logcount_predictions_loss: 0.4251 13/2406 [..............................] - ETA: 5:34 - loss: 651.7906 - logits_profile_predictions_loss: 641.5208 - logcount_predictions_loss: 0.4279 14/2406 [..............................] - ETA: 5:33 - loss: 653.0703 - logits_profile_predictions_loss: 642.7347 - logcount_predictions_loss: 0.4306 15/2406 [..............................] - ETA: 5:33 - loss: 653.9380 - logits_profile_predictions_loss: 643.5278 - logcount_predictions_loss: 0.4338 16/2406 [..............................] - ETA: 5:33 - loss: 654.6738 - logits_profile_predictions_loss: 644.1954 - logcount_predictions_loss: 0.4366 17/2406 [..............................] - ETA: 5:33 - loss: 655.0534 - logits_profile_predictions_loss: 644.5205 - logcount_predictions_loss: 0.4389 18/2406 [..............................] - ETA: 5:32 - loss: 655.4793 - logits_profile_predictions_loss: 644.8957 - logcount_predictions_loss: 0.4410 19/2406 [..............................] - ETA: 5:32 - loss: 655.8490 - logits_profile_predictions_loss: 645.2122 - logcount_predictions_loss: 0.4432 20/2406 [..............................] - ETA: 5:32 - loss: 656.2622 - logits_profile_predictions_loss: 645.5857 - logcount_predictions_loss: 0.4449 21/2406 [..............................] - ETA: 5:32 - loss: 656.8234 - logits_profile_predictions_loss: 646.1179 - logcount_predictions_loss: 0.4461 22/2406 [..............................] - ETA: 5:32 - loss: 657.4881 - logits_profile_predictions_loss: 646.7579 - logcount_predictions_loss: 0.4471 23/2406 [..............................] - ETA: 5:31 - loss: 658.0150 - logits_profile_predictions_loss: 647.2592 - logcount_predictions_loss: 0.4482 24/2406 [..............................] - ETA: 5:31 - loss: 658.4396 - logits_profile_predictions_loss: 647.6631 - logcount_predictions_loss: 0.4490 25/2406 [..............................] - ETA: 5:31 - loss: 659.0571 - logits_profile_predictions_loss: 648.2610 - logcount_predictions_loss: 0.4498 26/2406 [..............................] - ETA: 5:31 - loss: 659.5101 - logits_profile_predictions_loss: 648.6983 - logcount_predictions_loss: 0.4505 27/2406 [..............................] - ETA: 5:31 - loss: 659.8824 - logits_profile_predictions_loss: 649.0560 - logcount_predictions_loss: 0.4511 28/2406 [..............................] - ETA: 5:31 - loss: 660.2101 - logits_profile_predictions_loss: 649.3652 - logcount_predictions_loss: 0.4519 29/2406 [..............................] - ETA: 5:30 - loss: 660.5298 - logits_profile_predictions_loss: 649.6651 - logcount_predictions_loss: 0.4527 30/2406 [..............................] - ETA: 5:30 - loss: 660.7616 - logits_profile_predictions_loss: 649.8801 - logcount_predictions_loss: 0.4534 31/2406 [..............................] - ETA: 5:30 - loss: 660.9741 - logits_profile_predictions_loss: 650.0738 - logcount_predictions_loss: 0.4542 32/2406 [..............................] - ETA: 5:30 - loss: 661.2388 - logits_profile_predictions_loss: 650.3243 - logcount_predictions_loss: 0.4548 33/2406 [..............................] - ETA: 5:30 - loss: 661.4465 - logits_profile_predictions_loss: 650.5174 - logcount_predictions_loss: 0.4554 34/2406 [..............................] - ETA: 5:30 - loss: 661.5909 - logits_profile_predictions_loss: 650.6485 - logcount_predictions_loss: 0.4559 35/2406 [..............................] - ETA: 5:29 - loss: 661.7833 - logits_profile_predictions_loss: 650.8277 - logcount_predictions_loss: 0.4565 36/2406 [..............................] - ETA: 5:29 - loss: 662.0168 - logits_profile_predictions_loss: 651.0470 - logcount_predictions_loss: 0.4571 37/2406 [..............................] - ETA: 5:29 - loss: 662.1852 - logits_profile_predictions_loss: 651.2019 - logcount_predictions_loss: 0.4576 38/2406 [..............................] - ETA: 5:29 - loss: 662.3941 - logits_profile_predictions_loss: 651.3982 - logcount_predictions_loss: 0.4582 39/2406 [..............................] - ETA: 5:29 - loss: 662.5409 - logits_profile_predictions_loss: 651.5324 - logcount_predictions_loss: 0.4587 40/2406 [..............................] - ETA: 5:29 - loss: 662.6755 - logits_profile_predictions_loss: 651.6542 - logcount_predictions_loss: 0.4592 41/2406 [..............................] - ETA: 5:28 - loss: 662.7502 - logits_profile_predictions_loss: 651.7157 - logcount_predictions_loss: 0.4598 42/2406 [..............................] - ETA: 5:28 - loss: 662.8868 - logits_profile_predictions_loss: 651.8412 - logcount_predictions_loss: 0.4602 43/2406 [..............................] - ETA: 5:28 - loss: 663.0178 - logits_profile_predictions_loss: 651.9559 - logcount_predictions_loss: 0.4609 44/2406 [..............................] - ETA: 5:28 - loss: 663.1615 - logits_profile_predictions_loss: 652.0832 - logcount_predictions_loss: 0.4616 45/2406 [..............................] - ETA: 5:28 - loss: 663.2836 - logits_profile_predictions_loss: 652.1881 - logcount_predictions_loss: 0.4623 46/2406 [..............................] - ETA: 5:28 - loss: 663.3548 - logits_profile_predictions_loss: 652.2447 - logcount_predictions_loss: 0.4629 47/2406 [..............................] - ETA: 5:28 - loss: 663.4482 - logits_profile_predictions_loss: 652.3224 - logcount_predictions_loss: 0.4636 48/2406 [..............................] - ETA: 5:27 - loss: 663.5074 - logits_profile_predictions_loss: 652.3674 - logcount_predictions_loss: 0.4642 49/2406 [..............................] - ETA: 5:27 - loss: 663.5512 - logits_profile_predictions_loss: 652.3989 - logcount_predictions_loss: 0.4647 50/2406 [..............................] - ETA: 5:27 - loss: 663.6257 - logits_profile_predictions_loss: 652.4629 - logcount_predictions_loss: 0.4651 51/2406 [..............................] - ETA: 5:27 - loss: 663.6729 - logits_profile_predictions_loss: 652.4993 - logcount_predictions_loss: 0.4656 52/2406 [..............................] - ETA: 5:27 - loss: 663.7419 - logits_profile_predictions_loss: 652.5584 - logcount_predictions_loss: 0.4660 53/2406 [..............................] - ETA: 5:27 - loss: 663.8163 - logits_profile_predictions_loss: 652.6247 - logcount_predictions_loss: 0.4663 54/2406 [..............................] - ETA: 5:26 - loss: 663.9058 - logits_profile_predictions_loss: 652.7045 - logcount_predictions_loss: 0.4667 55/2406 [..............................] - ETA: 5:26 - loss: 663.9445 - logits_profile_predictions_loss: 652.7345 - logcount_predictions_loss: 0.4671 56/2406 [..............................] - ETA: 5:26 - loss: 664.0076 - logits_profile_predictions_loss: 652.7892 - logcount_predictions_loss: 0.4674 57/2406 [..............................] - ETA: 5:26 - loss: 664.0944 - logits_profile_predictions_loss: 652.8686 - logcount_predictions_loss: 0.4677 58/2406 [..............................] - ETA: 5:26 - loss: 664.1738 - logits_profile_predictions_loss: 652.9401 - logcount_predictions_loss: 0.4681 59/2406 [..............................] - ETA: 5:26 - loss: 664.2359 - logits_profile_predictions_loss: 652.9946 - logcount_predictions_loss: 0.4684 60/2406 [..............................] - ETA: 5:26 - loss: 664.3036 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:38 - loss: 677.8200 - logits_profile_predictions_loss: 666.0791 - logcount_predictions_loss: 0.4892 407/2406 [====>.........................] - ETA: 4:38 - loss: 677.8335 - logits_profile_predictions_loss: 666.0920 - logcount_predictions_loss: 0.4892 408/2406 [====>.........................] - ETA: 4:37 - loss: 677.8478 - logits_profile_predictions_loss: 666.1057 - logcount_predictions_loss: 0.4893 409/2406 [====>.........................] - ETA: 4:37 - loss: 677.8619 - logits_profile_predictions_loss: 666.1192 - logcount_predictions_loss: 0.4893 410/2406 [====>.........................] - ETA: 4:37 - loss: 677.8764 - logits_profile_predictions_loss: 666.1332 - logcount_predictions_loss: 0.4893 411/2406 [====>.........................] - ETA: 4:37 - loss: 677.8915 - logits_profile_predictions_loss: 666.1477 - logcount_predictions_loss: 0.4893 412/2406 [====>.........................] - ETA: 4:37 - loss: 677.9063 - 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[====>.........................] - ETA: 4:36 - loss: 678.0058 - logits_profile_predictions_loss: 666.2577 - logcount_predictions_loss: 0.4895 420/2406 [====>.........................] - ETA: 4:36 - loss: 678.0192 - logits_profile_predictions_loss: 666.2706 - logcount_predictions_loss: 0.4895 421/2406 [====>.........................] - ETA: 4:36 - loss: 678.0322 - logits_profile_predictions_loss: 666.2831 - logcount_predictions_loss: 0.4895 422/2406 [====>.........................] - ETA: 4:36 - loss: 678.0450 - logits_profile_predictions_loss: 666.2953 - logcount_predictions_loss: 0.4896 423/2406 [====>.........................] - ETA: 4:35 - loss: 678.0581 - logits_profile_predictions_loss: 666.3079 - logcount_predictions_loss: 0.4896 424/2406 [====>.........................] - ETA: 4:35 - loss: 678.0721 - logits_profile_predictions_loss: 666.3214 - logcount_predictions_loss: 0.4896 425/2406 [====>.........................] - ETA: 4:35 - loss: 678.0867 - 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[====>.........................] - ETA: 4:34 - loss: 678.1995 - logits_profile_predictions_loss: 666.4444 - logcount_predictions_loss: 0.4898 433/2406 [====>.........................] - ETA: 4:34 - loss: 678.2164 - logits_profile_predictions_loss: 666.4608 - logcount_predictions_loss: 0.4898 434/2406 [====>.........................] - ETA: 4:34 - loss: 678.2326 - logits_profile_predictions_loss: 666.4765 - logcount_predictions_loss: 0.4898 435/2406 [====>.........................] - ETA: 4:34 - loss: 678.2481 - logits_profile_predictions_loss: 666.4915 - logcount_predictions_loss: 0.4899 436/2406 [====>.........................] - ETA: 4:34 - loss: 678.2639 - logits_profile_predictions_loss: 666.5068 - logcount_predictions_loss: 0.4899 437/2406 [====>.........................] - ETA: 4:33 - loss: 678.2794 - logits_profile_predictions_loss: 666.5218 - logcount_predictions_loss: 0.4899 438/2406 [====>.........................] - ETA: 4:33 - loss: 678.2944 - 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[====>.........................] - ETA: 4:32 - loss: 678.3941 - logits_profile_predictions_loss: 666.6328 - logcount_predictions_loss: 0.4901 446/2406 [====>.........................] - ETA: 4:32 - loss: 678.4082 - logits_profile_predictions_loss: 666.6465 - logcount_predictions_loss: 0.4901 447/2406 [====>.........................] - ETA: 4:32 - loss: 678.4225 - logits_profile_predictions_loss: 666.6604 - logcount_predictions_loss: 0.4901 448/2406 [====>.........................] - ETA: 4:32 - loss: 678.4366 - logits_profile_predictions_loss: 666.6740 - logcount_predictions_loss: 0.4901 449/2406 [====>.........................] - ETA: 4:32 - loss: 678.4503 - logits_profile_predictions_loss: 666.6872 - logcount_predictions_loss: 0.4901 450/2406 [====>.........................] - ETA: 4:32 - loss: 678.4638 - logits_profile_predictions_loss: 666.7003 - logcount_predictions_loss: 0.4901 451/2406 [====>.........................] - ETA: 4:31 - loss: 678.4769 - logits_profile_predictions_loss: 666.7129 - logcount_predictions_loss: 0.4902 452/2406 [====>.........................] - ETA: 4:31 - loss: 678.4896 - logits_profile_predictions_loss: 666.7252 - logcount_predictions_loss: 0.4902 453/2406 [====>.........................] - ETA: 4:31 - loss: 678.5023 - logits_profile_predictions_loss: 666.7374 - logcount_predictions_loss: 0.4902 454/2406 [====>.........................] - ETA: 4:31 - loss: 678.5150 - logits_profile_predictions_loss: 666.7497 - logcount_predictions_loss: 0.4902 455/2406 [====>.........................] - ETA: 4:31 - loss: 678.5279 - logits_profile_predictions_loss: 666.7621 - logcount_predictions_loss: 0.4902 456/2406 [====>.........................] - ETA: 4:31 - loss: 678.5408 - logits_profile_predictions_loss: 666.7745 - logcount_predictions_loss: 0.4903 457/2406 [====>.........................] - ETA: 4:31 - loss: 678.5536 - logits_profile_predictions_loss: 666.7868 - logcount_predictions_loss: 0.4903 458/2406 [====>.........................] - ETA: 4:31 - loss: 678.5661 - logits_profile_predictions_loss: 666.7989 - logcount_predictions_loss: 0.4903 459/2406 [====>.........................] - ETA: 4:30 - loss: 678.5782 - logits_profile_predictions_loss: 666.8105 - logcount_predictions_loss: 0.4903 460/2406 [====>.........................] - ETA: 4:30 - loss: 678.5903 - logits_profile_predictions_loss: 666.8221 - logcount_predictions_loss: 0.4903 461/2406 [====>.........................] - ETA: 4:30 - loss: 678.6021 - logits_profile_predictions_loss: 666.8335 - logcount_predictions_loss: 0.4904 462/2406 [====>.........................] - ETA: 4:30 - loss: 678.6136 - logits_profile_predictions_loss: 666.8445 - logcount_predictions_loss: 0.4904 463/2406 [====>.........................] - ETA: 4:30 - loss: 678.6245 - logits_profile_predictions_loss: 666.8550 - logcount_predictions_loss: 0.4904 464/2406 [====>.........................] - ETA: 4:30 - loss: 678.6349 - logits_profile_predictions_loss: 666.8650 - logcount_predictions_loss: 0.4904 465/2406 [====>.........................] - ETA: 4:30 - loss: 678.6452 - logits_profile_predictions_loss: 666.8748 - logcount_predictions_loss: 0.4904 466/2406 [====>.........................] - ETA: 4:29 - loss: 678.6556 - logits_profile_predictions_loss: 666.8847 - logcount_predictions_loss: 0.4905 467/2406 [====>.........................] - ETA: 4:29 - loss: 678.6656 - logits_profile_predictions_loss: 666.8943 - logcount_predictions_loss: 0.4905 468/2406 [====>.........................] - ETA: 4:29 - loss: 678.6761 - logits_profile_predictions_loss: 666.9043 - logcount_predictions_loss: 0.4905 469/2406 [====>.........................] - ETA: 4:29 - loss: 678.6866 - logits_profile_predictions_loss: 666.9143 - logcount_predictions_loss: 0.4905 470/2406 [====>.........................] - ETA: 4:29 - loss: 678.6970 - logits_profile_predictions_loss: 666.9243 - logcount_predictions_loss: 0.4905 471/2406 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[============================>.] - ETA: 1s - loss: 681.2702 - logits_profile_predictions_loss: 669.3128 - logcount_predictions_loss: 0.4982 2397/2406 [============================>.] - ETA: 1s - loss: 681.2703 - logits_profile_predictions_loss: 669.3129 - logcount_predictions_loss: 0.4982 2398/2406 [============================>.] - ETA: 1s - loss: 681.2704 - logits_profile_predictions_loss: 669.3130 - logcount_predictions_loss: 0.4982 2399/2406 [============================>.] - ETA: 0s - loss: 681.2705 - logits_profile_predictions_loss: 669.3131 - logcount_predictions_loss: 0.4982 2400/2406 [============================>.] - ETA: 0s - loss: 681.2706 - logits_profile_predictions_loss: 669.3131 - logcount_predictions_loss: 0.4982 2401/2406 [============================>.] - ETA: 0s - loss: 681.2707 - logits_profile_predictions_loss: 669.3132 - logcount_predictions_loss: 0.4982 2402/2406 [============================>.] - ETA: 0s - loss: 681.2708 - logits_profile_predictions_loss: 669.3133 - logcount_predictions_loss: 0.4982 2403/2406 [============================>.] - ETA: 0s - loss: 681.2709 - logits_profile_predictions_loss: 669.3134 - logcount_predictions_loss: 0.4982 2404/2406 [============================>.] - ETA: 0s - loss: 681.2710 - logits_profile_predictions_loss: 669.3135 - logcount_predictions_loss: 0.4982 2405/2406 [============================>.] - ETA: 0s - loss: 681.2711 - logits_profile_predictions_loss: 669.3136 - logcount_predictions_loss: 0.4982 2406/2406 [==============================] - ETA: 0s - loss: 681.2712 - logits_profile_predictions_loss: 669.3137 - logcount_predictions_loss: 0.4982 2406/2406 [==============================] - 355s 147ms/step - loss: 681.2713 - logits_profile_predictions_loss: 669.3138 - logcount_predictions_loss: 0.4982 - val_loss: 943.9313 - val_logits_profile_predictions_loss: 924.0644 - val_logcount_predictions_loss: 0.8278 Epoch 00023: val_loss did not improve from 932.40485 Restoring model weights from the end of the best epoch. Epoch 00023: early stopping save model save model without bias 2022-10-17_08-40-40: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR656KLT//preprocessing/bigWigs/ENCSR656KLT.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(39811, 10) loading nonpeaks... got split:test for bed regions:(39866, 10) 0/312 100/312 200/312 300/312 2022-10-17_08-44-05: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR656KLT//preprocessing/bigWigs/ENCSR656KLT.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(39811, 10) loading nonpeaks... got split:test for bed regions:(39866, 10) 0/312 100/312 200/312 300/312 2022-10-17_08-46-58: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR656KLT//preprocessing/bigWigs/ENCSR656KLT.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(39811, 10) loading nonpeaks... got split:test for bed regions:(39866, 10) 0/312 100/312 200/312 300/312 2022-10-17_08-48-51: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//footprints 2022-10-17_08-48-51: 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/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//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 1/37 [..............................] - ETA: 3:41 3/37 [=>............................] - ETA: 10s  4/37 [==>...........................] - ETA: 13s 5/37 [===>..........................] - ETA: 15s 6/37 [===>..........................] - ETA: 15s 7/37 [====>.........................] - ETA: 15s 8/37 [=====>........................] - ETA: 15s 9/37 [======>.......................] - ETA: 15s 10/37 [=======>......................] - ETA: 15s 11/37 [=======>......................] - ETA: 14s 12/37 [========>.....................] - ETA: 14s 13/37 [=========>....................] - ETA: 13s 14/37 [==========>...................] - ETA: 13s 15/37 [===========>..................] - ETA: 12s 16/37 [===========>..................] - ETA: 12s 17/37 [============>.................] - ETA: 11s 18/37 [=============>................] - ETA: 11s 19/37 [==============>...............] - ETA: 10s 20/37 [===============>..............] - ETA: 10s 21/37 [================>.............] - ETA: 9s  22/37 [================>.............] - ETA: 8s 23/37 [=================>............] - ETA: 8s 24/37 [==================>...........] - ETA: 7s 25/37 [===================>..........] - ETA: 7s 26/37 [====================>.........] - ETA: 6s 27/37 [====================>.........] - ETA: 6s 28/37 [=====================>........] - ETA: 5s 29/37 [======================>.......] - ETA: 4s 30/37 [=======================>......] - ETA: 4s 31/37 [========================>.....] - ETA: 3s 32/37 [========================>.....] - ETA: 3s 33/37 [=========================>....] - ETA: 2s 34/37 [==========================>...] - ETA: 1s 35/37 [===========================>..] - ETA: 1s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 32s 706ms/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 21s 3/37 [=>............................] - ETA: 21s 4/37 [==>...........................] - ETA: 20s 5/37 [===>..........................] - ETA: 20s 6/37 [===>..........................] - ETA: 19s 7/37 [====>.........................] - ETA: 18s 8/37 [=====>........................] - ETA: 18s 9/37 [======>.......................] - ETA: 17s 10/37 [=======>......................] - ETA: 16s 11/37 [=======>......................] - ETA: 16s 12/37 [========>.....................] - ETA: 15s 13/37 [=========>....................] - ETA: 14s 14/37 [==========>...................] - ETA: 14s 15/37 [===========>..................] - ETA: 13s 16/37 [===========>..................] - ETA: 13s 17/37 [============>.................] - ETA: 12s 18/37 [=============>................] - ETA: 11s 19/37 [==============>...............] - ETA: 11s 20/37 [===============>..............] - ETA: 10s 21/37 [================>.............] - ETA: 9s  22/37 [================>.............] - ETA: 9s 23/37 [=================>............] - ETA: 8s 24/37 [==================>...........] - ETA: 8s 25/37 [===================>..........] - ETA: 7s 26/37 [====================>.........] - ETA: 6s 27/37 [====================>.........] - ETA: 6s 28/37 [=====================>........] - ETA: 5s 29/37 [======================>.......] - ETA: 4s 30/37 [=======================>......] - ETA: 4s 31/37 [========================>.....] - ETA: 3s 32/37 [========================>.....] - ETA: 3s 33/37 [=========================>....] - ETA: 2s 34/37 [==========================>...] - ETA: 1s 35/37 [===========================>..] - ETA: 1s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 23s 633ms/step inserting motif: dnase_2 TGTACTTACGAA 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 21s 3/37 [=>............................] - ETA: 21s 4/37 [==>...........................] - ETA: 20s 5/37 [===>..........................] - ETA: 19s 6/37 [===>..........................] - ETA: 19s 7/37 [====>.........................] - ETA: 18s 8/37 [=====>........................] - ETA: 18s 9/37 [======>.......................] - ETA: 17s 10/37 [=======>......................] - ETA: 16s 11/37 [=======>......................] - ETA: 16s 12/37 [========>.....................] - ETA: 15s 13/37 [=========>....................] - ETA: 14s 14/37 [==========>...................] - ETA: 14s 15/37 [===========>..................] - ETA: 13s 16/37 [===========>..................] - ETA: 13s 17/37 [============>.................] - ETA: 12s 18/37 [=============>................] - ETA: 11s 19/37 [==============>...............] - ETA: 11s 20/37 [===============>..............] - ETA: 10s 21/37 [================>.............] - ETA: 9s  22/37 [================>.............] - ETA: 9s 23/37 [=================>............] - ETA: 8s 24/37 [==================>...........] - ETA: 8s 25/37 [===================>..........] - ETA: 7s 26/37 [====================>.........] - ETA: 6s 27/37 [====================>.........] - ETA: 6s 28/37 [=====================>........] - ETA: 5s 29/37 [======================>.......] - ETA: 4s 30/37 [=======================>......] - ETA: 4s 31/37 [========================>.....] - ETA: 3s 32/37 [========================>.....] - ETA: 3s 33/37 [=========================>....] - ETA: 2s 34/37 [==========================>...] - ETA: 1s 35/37 [===========================>..] - ETA: 1s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 23s 633ms/step 1/37 [..............................] - ETA: 0s 2/37 [>.............................] - ETA: 21s 3/37 [=>............................] - ETA: 21s 4/37 [==>...........................] - ETA: 20s 5/37 [===>..........................] - ETA: 20s 6/37 [===>..........................] - ETA: 19s 7/37 [====>.........................] - ETA: 18s 8/37 [=====>........................] - ETA: 18s 9/37 [======>.......................] - ETA: 17s 10/37 [=======>......................] - ETA: 16s 11/37 [=======>......................] - ETA: 16s 12/37 [========>.....................] - ETA: 15s 13/37 [=========>....................] - ETA: 14s 14/37 [==========>...................] - ETA: 14s 15/37 [===========>..................] - ETA: 13s 16/37 [===========>..................] - ETA: 13s 17/37 [============>.................] - ETA: 12s 18/37 [=============>................] - ETA: 11s 19/37 [==============>...............] - ETA: 11s 20/37 [===============>..............] - ETA: 10s 21/37 [================>.............] - ETA: 9s  22/37 [================>.............] - ETA: 9s 23/37 [=================>............] - ETA: 8s 24/37 [==================>...........] - ETA: 8s 25/37 [===================>..........] - ETA: 7s 26/37 [====================>.........] - ETA: 6s 27/37 [====================>.........] - ETA: 6s 28/37 [=====================>........] - ETA: 5s 29/37 [======================>.......] - ETA: 4s 30/37 [=======================>......] - ETA: 4s 31/37 [========================>.....] - ETA: 3s 32/37 [========================>.....] - ETA: 3s 33/37 [=========================>....] - ETA: 2s 34/37 [==========================>...] - ETA: 1s 35/37 [===========================>..] - ETA: 1s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 23s 633ms/step Saving marginal footprints 2022-10-17_08-50-48: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//footprints 2022-10-17_08-50-48: 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/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR656KLT//chrombppnet_model_encsr880cub_bias_fold_1//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/37 [..............................] - ETA: 1:36 3/37 [=>............................] - ETA: 1s  4/37 [==>...........................] - ETA: 1s 5/37 [===>..........................] - ETA: 1s 6/37 [===>..........................] - ETA: 1s 7/37 [====>.........................] - ETA: 1s 8/37 [=====>........................] - ETA: 1s 9/37 [======>.......................] - ETA: 1s 10/37 [=======>......................] - ETA: 1s 11/37 [=======>......................] - ETA: 1s 12/37 [========>.....................] - ETA: 1s 13/37 [=========>....................] - ETA: 1s 14/37 [==========>...................] - ETA: 1s 15/37 [===========>..................] - ETA: 1s 16/37 [===========>..................] - ETA: 1s 17/37 [============>.................] - ETA: 0s 18/37 [=============>................] - ETA: 0s 19/37 [==============>...............] - ETA: 0s 20/37 [===============>..............] - ETA: 0s 22/37 [================>.............] - ETA: 0s 24/37 [==================>...........] - ETA: 0s 26/37 [====================>.........] - ETA: 0s 27/37 [====================>.........] - ETA: 0s 29/37 [======================>.......] - ETA: 0s 31/37 [========================>.....] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 37/37 [==============================] - ETA: 0s 37/37 [==============================] - 5s 61ms/step 1/37 [..............................] - ETA: 0s 3/37 [=>............................] - ETA: 1s 5/37 [===>..........................] - ETA: 1s 7/37 [====>.........................] - ETA: 1s 9/37 [======>.......................] - ETA: 1s 11/37 [=======>......................] - ETA: 1s 13/37 [=========>....................] - ETA: 1s 15/37 [===========>..................] - ETA: 1s 17/37 [============>.................] - ETA: 0s 19/37 [==============>...............] - ETA: 0s 21/37 [================>.............] - ETA: 0s 23/37 [=================>............] - ETA: 0s 25/37 [===================>..........] - ETA: 0s 27/37 [====================>.........] - ETA: 0s 28/37 [=====================>........] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - 2s 51ms/step inserting motif: dnase_2 TGTACTTACGAA 1/37 [..............................] - ETA: 0s 3/37 [=>............................] - ETA: 1s 4/37 [==>...........................] - ETA: 1s 6/37 [===>..........................] - ETA: 1s 7/37 [====>.........................] - ETA: 1s 8/37 [=====>........................] - ETA: 1s 9/37 [======>.......................] - ETA: 1s 10/37 [=======>......................] - ETA: 1s 11/37 [=======>......................] - ETA: 1s 12/37 [========>.....................] - ETA: 1s 13/37 [=========>....................] - ETA: 1s 14/37 [==========>...................] - ETA: 1s 15/37 [===========>..................] - ETA: 1s 16/37 [===========>..................] - ETA: 1s 17/37 [============>.................] - ETA: 1s 18/37 [=============>................] - ETA: 0s 19/37 [==============>...............] - ETA: 0s 21/37 [================>.............] - ETA: 0s 22/37 [================>.............] - ETA: 0s 23/37 [=================>............] - ETA: 0s 24/37 [==================>...........] - ETA: 0s 25/37 [===================>..........] - ETA: 0s 26/37 [====================>.........] - ETA: 0s 27/37 [====================>.........] - ETA: 0s 28/37 [=====================>........] - ETA: 0s 29/37 [======================>.......] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 34/37 [==========================>...] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - 2s 51ms/step 1/37 [..............................] - ETA: 0s 3/37 [=>............................] - ETA: 1s 5/37 [===>..........................] - ETA: 1s 7/37 [====>.........................] - ETA: 1s 9/37 [======>.......................] - ETA: 1s 11/37 [=======>......................] - ETA: 1s 13/37 [=========>....................] - ETA: 1s 15/37 [===========>..................] - ETA: 1s 17/37 [============>.................] - ETA: 0s 19/37 [==============>...............] - ETA: 0s 21/37 [================>.............] - ETA: 0s 23/37 [=================>............] - ETA: 0s 25/37 [===================>..........] - ETA: 0s 27/37 [====================>.........] - ETA: 0s 28/37 [=====================>........] - ETA: 0s 30/37 [=======================>......] - ETA: 0s 32/37 [========================>.....] - ETA: 0s 33/37 [=========================>....] - ETA: 0s 35/37 [===========================>..] - ETA: 0s 36/37 [============================>.] - ETA: 0s 37/37 [==============================] - 2s 51ms/step Saving marginal footprints