2022-10-15_03-41-51: 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//ENCSR299QGI//preprocessing/bigWigs/ENCSR299QGI.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR299QGI//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR299QGI//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/ENCSR299QGI//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: 159297 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 159297 Number of peaks input: 40703 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 40703 Number of non peaks input: 160198 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 160198 Number of non peaks input: 39801 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 39801 Number of peaks after removing outliers: 157544 Number of nonpeaks after removing outliers: 141644 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 1/4427 [..............................] - ETA: 8:18:34 13/4427 [..............................] - ETA: 19s  25/4427 [..............................] - ETA: 19s 37/4427 [..............................] - ETA: 19s 49/4427 [..............................] - ETA: 19s 61/4427 [..............................] - ETA: 19s 74/4427 [..............................] - ETA: 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ETA: 0s 4294/4427 [============================>.] - ETA: 0s 4306/4427 [============================>.] - ETA: 0s 4318/4427 [============================>.] - ETA: 0s 4331/4427 [============================>.] - ETA: 0s 4344/4427 [============================>.] - ETA: 0s 4357/4427 [============================>.] - ETA: 0s 4370/4427 [============================>.] - ETA: 0s 4383/4427 [============================>.] - ETA: 0s 4395/4427 [============================>.] - ETA: 0s 4408/4427 [============================>.] - ETA: 0s 4420/4427 [============================>.] - ETA: 0s 4427/4427 [==============================] - ETA: 0s 4427/4427 [==============================] - 25s 4ms/step 2022-10-15_03-49-17: 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//ENCSR299QGI//preprocessing/bigWigs/ENCSR299QGI.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//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': '20.95', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//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:(139165, 10) loading nonpeaks... got split:train for bed regions:(125554, 10) loading peaks... got split:valid for bed regions:(18379, 10) loading nonpeaks... got split:valid for bed regions:(16090, 10) Epoch 1/50 1/2392 [..............................] - ETA: 4:02:06 - loss: 850.4113 - logits_profile_predictions_loss: 791.4918 - logcount_predictions_loss: 2.8124 2/2392 [..............................] - ETA: 5:32 - loss: 1135.3466 - logits_profile_predictions_loss: 780.4529 - logcount_predictions_loss: 16.9400  3/2392 [..............................] - ETA: 5:32 - loss: 1161.2892 - logits_profile_predictions_loss: 773.2798 - logcount_predictions_loss: 18.5207 4/2392 [..............................] - ETA: 5:32 - loss: 1144.2598 - logits_profile_predictions_loss: 764.9230 - logcount_predictions_loss: 18.1068 5/2392 [..............................] - ETA: 5:31 - loss: 1131.2856 - logits_profile_predictions_loss: 768.1058 - logcount_predictions_loss: 17.3356 6/2392 [..............................] - ETA: 5:31 - loss: 1117.2592 - logits_profile_predictions_loss: 771.7096 - logcount_predictions_loss: 16.4940 7/2392 [..............................] - ETA: 5:31 - loss: 1103.8447 - logits_profile_predictions_loss: 774.8763 - logcount_predictions_loss: 15.7025 8/2392 [..............................] - ETA: 5:31 - loss: 1089.5757 - logits_profile_predictions_loss: 775.7932 - logcount_predictions_loss: 14.9777 9/2392 [..............................] - ETA: 5:30 - loss: 1076.5350 - logits_profile_predictions_loss: 776.4648 - logcount_predictions_loss: 14.3232 10/2392 [..............................] - ETA: 5:30 - loss: 1064.2029 - logits_profile_predictions_loss: 776.5063 - logcount_predictions_loss: 13.7325 11/2392 [..............................] - ETA: 5:30 - loss: 1052.4470 - logits_profile_predictions_loss: 775.9157 - logcount_predictions_loss: 13.1996 12/2392 [..............................] - ETA: 5:30 - loss: 1042.6319 - logits_profile_predictions_loss: 776.0688 - logcount_predictions_loss: 12.7238 13/2392 [..............................] - ETA: 5:30 - loss: 1034.9258 - logits_profile_predictions_loss: 777.2462 - logcount_predictions_loss: 12.2997 14/2392 [..............................] - ETA: 5:30 - loss: 1027.5255 - logits_profile_predictions_loss: 777.9720 - logcount_predictions_loss: 11.9119 15/2392 [..............................] - ETA: 5:29 - loss: 1020.5318 - logits_profile_predictions_loss: 778.4207 - logcount_predictions_loss: 11.5566 16/2392 [..............................] - ETA: 5:29 - loss: 1014.3383 - logits_profile_predictions_loss: 779.0182 - logcount_predictions_loss: 11.2325 17/2392 [..............................] - ETA: 5:29 - loss: 1008.9148 - logits_profile_predictions_loss: 779.7961 - logcount_predictions_loss: 10.9365 18/2392 [..............................] - ETA: 5:29 - loss: 1003.4292 - logits_profile_predictions_loss: 780.0860 - logcount_predictions_loss: 10.6608 19/2392 [..............................] - ETA: 5:29 - loss: 997.9429 - logits_profile_predictions_loss: 779.9823 - logcount_predictions_loss: 10.4038  20/2392 [..............................] - ETA: 5:29 - loss: 992.9976 - logits_profile_predictions_loss: 780.0272 - logcount_predictions_loss: 10.1657 21/2392 [..............................] - ETA: 5:28 - loss: 988.5030 - logits_profile_predictions_loss: 780.1747 - logcount_predictions_loss: 9.9441  22/2392 [..............................] - ETA: 5:28 - loss: 983.9277 - logits_profile_predictions_loss: 779.9633 - logcount_predictions_loss: 9.7358 23/2392 [..............................] - ETA: 5:28 - loss: 979.8102 - logits_profile_predictions_loss: 779.9131 - logcount_predictions_loss: 9.5416 24/2392 [..............................] - ETA: 5:28 - loss: 976.1498 - logits_profile_predictions_loss: 780.0515 - logcount_predictions_loss: 9.3603 25/2392 [..............................] - ETA: 5:28 - loss: 972.7744 - logits_profile_predictions_loss: 780.2472 - logcount_predictions_loss: 9.1898 26/2392 [..............................] - ETA: 5:28 - loss: 969.5344 - logits_profile_predictions_loss: 780.3785 - logcount_predictions_loss: 9.0289 27/2392 [..............................] - ETA: 5:27 - loss: 966.6192 - logits_profile_predictions_loss: 780.6313 - logcount_predictions_loss: 8.8777 28/2392 [..............................] - ETA: 5:27 - loss: 963.8117 - logits_profile_predictions_loss: 780.8273 - logcount_predictions_loss: 8.7343 29/2392 [..............................] - ETA: 5:27 - loss: 961.0987 - logits_profile_predictions_loss: 780.9633 - logcount_predictions_loss: 8.5984 30/2392 [..............................] - ETA: 5:27 - loss: 958.4152 - logits_profile_predictions_loss: 780.9931 - logcount_predictions_loss: 8.4688 31/2392 [..............................] - ETA: 5:27 - loss: 955.7402 - logits_profile_predictions_loss: 780.9126 - logcount_predictions_loss: 8.3450 32/2392 [..............................] - ETA: 5:27 - loss: 953.4074 - logits_profile_predictions_loss: 781.0343 - logcount_predictions_loss: 8.2278 33/2392 [..............................] - ETA: 5:26 - loss: 951.2203 - logits_profile_predictions_loss: 781.1821 - logcount_predictions_loss: 8.1164 34/2392 [..............................] - ETA: 5:26 - loss: 949.1836 - logits_profile_predictions_loss: 781.3605 - logcount_predictions_loss: 8.0106 35/2392 [..............................] - ETA: 5:26 - loss: 947.1447 - logits_profile_predictions_loss: 781.4495 - logcount_predictions_loss: 7.9091 36/2392 [..............................] - ETA: 5:26 - loss: 945.2117 - logits_profile_predictions_loss: 781.5504 - logcount_predictions_loss: 7.8120 37/2392 [..............................] - ETA: 5:26 - loss: 943.2874 - logits_profile_predictions_loss: 781.5779 - logcount_predictions_loss: 7.7188 38/2392 [..............................] - ETA: 5:26 - loss: 941.3684 - logits_profile_predictions_loss: 781.5368 - logcount_predictions_loss: 7.6292 39/2392 [..............................] - ETA: 5:26 - loss: 939.4273 - logits_profile_predictions_loss: 781.4068 - logcount_predictions_loss: 7.5427 40/2392 [..............................] - ETA: 5:25 - loss: 937.5835 - logits_profile_predictions_loss: 781.2993 - logcount_predictions_loss: 7.4599 41/2392 [..............................] - ETA: 5:25 - loss: 935.7585 - logits_profile_predictions_loss: 781.1492 - logcount_predictions_loss: 7.3799 42/2392 [..............................] - ETA: 5:25 - loss: 933.9621 - logits_profile_predictions_loss: 780.9669 - logcount_predictions_loss: 7.3029 43/2392 [..............................] - ETA: 5:25 - loss: 932.3373 - logits_profile_predictions_loss: 780.8885 - logcount_predictions_loss: 7.2291 44/2392 [..............................] - ETA: 5:25 - loss: 930.7728 - logits_profile_predictions_loss: 780.8129 - logcount_predictions_loss: 7.1580 45/2392 [..............................] - ETA: 5:25 - loss: 929.3024 - logits_profile_predictions_loss: 780.7742 - logcount_predictions_loss: 7.0896 46/2392 [..............................] - ETA: 5:25 - loss: 927.8327 - logits_profile_predictions_loss: 780.6915 - logcount_predictions_loss: 7.0234 47/2392 [..............................] - ETA: 5:25 - loss: 926.4066 - logits_profile_predictions_loss: 780.6066 - logcount_predictions_loss: 6.9594 48/2392 [..............................] - ETA: 5:24 - loss: 925.0584 - logits_profile_predictions_loss: 780.5496 - logcount_predictions_loss: 6.8978 49/2392 [..............................] - ETA: 5:24 - loss: 923.7228 - logits_profile_predictions_loss: 780.4671 - logcount_predictions_loss: 6.8380 50/2392 [..............................] - ETA: 5:24 - loss: 922.4251 - logits_profile_predictions_loss: 780.3826 - logcount_predictions_loss: 6.7801 51/2392 [..............................] - ETA: 5:24 - loss: 921.1586 - logits_profile_predictions_loss: 780.2905 - logcount_predictions_loss: 6.7240 52/2392 [..............................] - ETA: 5:24 - loss: 919.8534 - logits_profile_predictions_loss: 780.1304 - logcount_predictions_loss: 6.6694 53/2392 [..............................] - ETA: 5:24 - loss: 918.6056 - logits_profile_predictions_loss: 779.9908 - logcount_predictions_loss: 6.6165 54/2392 [..............................] - ETA: 5:24 - loss: 917.3521 - logits_profile_predictions_loss: 779.8160 - logcount_predictions_loss: 6.5650 55/2392 [..............................] - ETA: 5:23 - loss: 916.1298 - logits_profile_predictions_loss: 779.6400 - logcount_predictions_loss: 6.5150 56/2392 [..............................] - ETA: 5:23 - loss: 914.9690 - logits_profile_predictions_loss: 779.4922 - logcount_predictions_loss: 6.4667 57/2392 [..............................] - ETA: 5:23 - loss: 913.8498 - logits_profile_predictions_loss: 779.3546 - logcount_predictions_loss: 6.4198 58/2392 [..............................] - ETA: 5:23 - loss: 912.7562 - logits_profile_predictions_loss: 779.2149 - logcount_predictions_loss: 6.3743 59/2392 [..............................] - ETA: 5:23 - loss: 911.6590 - logits_profile_predictions_loss: 779.0477 - logcount_predictions_loss: 6.3299 60/2392 [..............................] - ETA: 5:23 - loss: 910.6051 - logits_profile_predictions_loss: 778.8981 - logcount_predictions_loss: 6.2867 61/2392 [..............................] - ETA: 5:23 - loss: 909.5820 - logits_profile_predictions_loss: 778.7534 - logcount_predictions_loss: 6.2448 62/2392 [..............................] - ETA: 5:22 - loss: 908.6216 - logits_profile_predictions_loss: 778.6439 - logcount_predictions_loss: 6.2042 63/2392 [..............................] - ETA: 5:22 - loss: 907.7011 - logits_profile_predictions_loss: 778.5498 - logcount_predictions_loss: 6.1647 64/2392 [..............................] - ETA: 5:22 - loss: 906.7951 - logits_profile_predictions_loss: 778.4487 - logcount_predictions_loss: 6.1263 65/2392 [..............................] - ETA: 5:22 - loss: 905.9121 - logits_profile_predictions_loss: 778.3512 - logcount_predictions_loss: 6.0888 66/2392 [..............................] - ETA: 5:22 - loss: 905.0709 - logits_profile_predictions_loss: 778.2752 - logcount_predictions_loss: 6.0523 67/2392 [..............................] - ETA: 5:22 - loss: 904.2795 - logits_profile_predictions_loss: 778.2296 - logcount_predictions_loss: 6.0167 68/2392 [..............................] - ETA: 5:22 - loss: 903.5245 - logits_profile_predictions_loss: 778.2008 - logcount_predictions_loss: 5.9820 69/2392 [..............................] - ETA: 5:21 - loss: 902.8162 - logits_profile_predictions_loss: 778.1972 - logcount_predictions_loss: 5.9484 70/2392 [..............................] - ETA: 5:21 - loss: 902.1269 - logits_profile_predictions_loss: 778.1954 - logcount_predictions_loss: 5.9156 71/2392 [..............................] - ETA: 5:21 - loss: 901.4563 - logits_profile_predictions_loss: 778.1951 - logcount_predictions_loss: 5.8836 72/2392 [..............................] - ETA: 5:21 - loss: 900.7933 - logits_profile_predictions_loss: 778.1881 - logcount_predictions_loss: 5.8523 73/2392 [..............................] - ETA: 5:21 - loss: 900.1395 - logits_profile_predictions_loss: 778.1750 - logcount_predictions_loss: 5.8217 74/2392 [..............................] - ETA: 5:21 - loss: 899.4773 - logits_profile_predictions_loss: 778.1411 - logcount_predictions_loss: 5.7917 75/2392 [..............................] - ETA: 5:21 - loss: 898.8585 - logits_profile_predictions_loss: 778.1332 - logcount_predictions_loss: 5.7625 76/2392 [..............................] - ETA: 5:21 - loss: 898.2516 - logits_profile_predictions_loss: 778.1244 - logcount_predictions_loss: 5.7340 77/2392 [..............................] - ETA: 5:20 - loss: 897.6380 - logits_profile_predictions_loss: 778.0977 - logcount_predictions_loss: 5.7060 78/2392 [..............................] - ETA: 5:20 - loss: 897.0228 - logits_profile_predictions_loss: 778.0590 - logcount_predictions_loss: 5.6785 79/2392 [..............................] - ETA: 5:20 - loss: 896.4411 - logits_profile_predictions_loss: 778.0393 - logcount_predictions_loss: 5.6516 80/2392 [>.............................] - ETA: 5:20 - loss: 895.8528 - logits_profile_predictions_loss: 778.0037 - logcount_predictions_loss: 5.6253 81/2392 [>.............................] - ETA: 5:20 - loss: 895.2963 - logits_profile_predictions_loss: 777.9854 - logcount_predictions_loss: 5.5996 82/2392 [>.............................] - ETA: 5:20 - loss: 894.7561 - logits_profile_predictions_loss: 777.9710 - logcount_predictions_loss: 5.5745 83/2392 [>.............................] - ETA: 5:20 - loss: 894.2537 - logits_profile_predictions_loss: 777.9804 - logcount_predictions_loss: 5.5500 84/2392 [>.............................] - ETA: 5:19 - loss: 893.7475 - logits_profile_predictions_loss: 777.9767 - logcount_predictions_loss: 5.5260 85/2392 [>.............................] - ETA: 5:19 - loss: 893.2558 - logits_profile_predictions_loss: 777.9769 - logcount_predictions_loss: 5.5026 86/2392 [>.............................] - ETA: 5:19 - loss: 892.7708 - logits_profile_predictions_loss: 777.9741 - logcount_predictions_loss: 5.4796 87/2392 [>.............................] - ETA: 5:19 - loss: 892.2823 - logits_profile_predictions_loss: 777.9601 - logcount_predictions_loss: 5.4569 88/2392 [>.............................] - ETA: 5:19 - loss: 891.7886 - logits_profile_predictions_loss: 777.9326 - logcount_predictions_loss: 5.4347 89/2392 [>.............................] - ETA: 5:19 - loss: 891.2849 - logits_profile_predictions_loss: 777.8876 - logcount_predictions_loss: 5.4128 90/2392 [>.............................] - ETA: 5:19 - loss: 890.7816 - logits_profile_predictions_loss: 777.8355 - logcount_predictions_loss: 5.3912 91/2392 [>.............................] - ETA: 5:18 - loss: 890.2851 - logits_profile_predictions_loss: 777.7824 - logcount_predictions_loss: 5.3701 92/2392 [>.............................] - ETA: 5:18 - loss: 889.7998 - logits_profile_predictions_loss: 777.7323 - logcount_predictions_loss: 5.3493 93/2392 [>.............................] - ETA: 5:18 - loss: 889.3160 - logits_profile_predictions_loss: 777.6766 - logcount_predictions_loss: 5.3288 94/2392 [>.............................] - ETA: 5:18 - loss: 888.8248 - logits_profile_predictions_loss: 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- loss: 885.6204 - logits_profile_predictions_loss: 777.1545 - logcount_predictions_loss: 5.1774 102/2392 [>.............................] - ETA: 5:17 - loss: 885.1991 - logits_profile_predictions_loss: 777.0988 - logcount_predictions_loss: 5.1599 103/2392 [>.............................] - ETA: 5:17 - loss: 884.7738 - logits_profile_predictions_loss: 777.0341 - logcount_predictions_loss: 5.1427 104/2392 [>.............................] - ETA: 5:17 - loss: 884.3490 - logits_profile_predictions_loss: 776.9648 - logcount_predictions_loss: 5.1257 105/2392 [>.............................] - ETA: 5:17 - loss: 883.9451 - logits_profile_predictions_loss: 776.9090 - logcount_predictions_loss: 5.1091 106/2392 [>.............................] - ETA: 5:16 - loss: 883.5493 - logits_profile_predictions_loss: 776.8555 - logcount_predictions_loss: 5.0928 107/2392 [>.............................] - ETA: 5:16 - loss: 883.1506 - logits_profile_predictions_loss: 776.7943 - logcount_predictions_loss: 5.0767 108/2392 [>.............................] - ETA: 5:16 - loss: 882.7521 - logits_profile_predictions_loss: 776.7285 - logcount_predictions_loss: 5.0608 109/2392 [>.............................] - ETA: 5:16 - loss: 882.3609 - logits_profile_predictions_loss: 776.6647 - logcount_predictions_loss: 5.0452 110/2392 [>.............................] - ETA: 5:16 - loss: 881.9718 - logits_profile_predictions_loss: 776.5983 - logcount_predictions_loss: 5.0298 111/2392 [>.............................] - ETA: 5:16 - loss: 881.5927 - logits_profile_predictions_loss: 776.5364 - logcount_predictions_loss: 5.0146 112/2392 [>.............................] - ETA: 5:16 - loss: 881.2196 - logits_profile_predictions_loss: 776.4755 - logcount_predictions_loss: 4.9997 113/2392 [>.............................] - ETA: 5:15 - loss: 880.8506 - logits_profile_predictions_loss: 776.4142 - logcount_predictions_loss: 4.9850 114/2392 [>.............................] - ETA: 5:15 - loss: 880.4826 - logits_profile_predictions_loss: 776.3495 - logcount_predictions_loss: 4.9705 115/2392 [>.............................] - ETA: 5:15 - loss: 880.1312 - logits_profile_predictions_loss: 776.2956 - logcount_predictions_loss: 4.9563 116/2392 [>.............................] - ETA: 5:15 - loss: 879.7990 - logits_profile_predictions_loss: 776.2553 - logcount_predictions_loss: 4.9424 117/2392 [>.............................] - ETA: 5:15 - loss: 879.4702 - logits_profile_predictions_loss: 776.2141 - logcount_predictions_loss: 4.9287 118/2392 [>.............................] - ETA: 5:15 - loss: 879.1317 - logits_profile_predictions_loss: 776.1610 - logcount_predictions_loss: 4.9151 119/2392 [>.............................] - ETA: 5:15 - loss: 878.7971 - logits_profile_predictions_loss: 776.1077 - logcount_predictions_loss: 4.9016 120/2392 [>.............................] - ETA: 5:15 - loss: 878.4607 - logits_profile_predictions_loss: 776.0489 - logcount_predictions_loss: 4.8884 121/2392 [>.............................] - ETA: 5:14 - loss: 878.1355 - logits_profile_predictions_loss: 775.9965 - logcount_predictions_loss: 4.8754 122/2392 [>.............................] - ETA: 5:14 - loss: 877.8119 - logits_profile_predictions_loss: 775.9417 - logcount_predictions_loss: 4.8625 123/2392 [>.............................] - ETA: 5:14 - loss: 877.4928 - logits_profile_predictions_loss: 775.8875 - logcount_predictions_loss: 4.8499 124/2392 [>.............................] - ETA: 5:14 - loss: 877.1847 - logits_profile_predictions_loss: 775.8399 - logcount_predictions_loss: 4.8375 125/2392 [>.............................] - ETA: 5:14 - loss: 876.8793 - logits_profile_predictions_loss: 775.7914 - logcount_predictions_loss: 4.8252 126/2392 [>.............................] - ETA: 5:14 - loss: 876.5756 - logits_profile_predictions_loss: 775.7410 - logcount_predictions_loss: 4.8131 127/2392 [>.............................] - ETA: 5:14 - loss: 876.2867 - 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[>.............................] - ETA: 5:13 - loss: 874.2378 - logits_profile_predictions_loss: 775.3153 - logcount_predictions_loss: 4.7218 135/2392 [>.............................] - ETA: 5:12 - loss: 873.9391 - logits_profile_predictions_loss: 775.2438 - logcount_predictions_loss: 4.7110 136/2392 [>.............................] - ETA: 5:12 - loss: 873.6526 - logits_profile_predictions_loss: 775.1803 - logcount_predictions_loss: 4.7003 137/2392 [>.............................] - ETA: 5:12 - loss: 873.3715 - logits_profile_predictions_loss: 775.1190 - logcount_predictions_loss: 4.6898 138/2392 [>.............................] - ETA: 5:12 - loss: 873.0964 - logits_profile_predictions_loss: 775.0605 - logcount_predictions_loss: 4.6795 139/2392 [>.............................] - ETA: 5:12 - loss: 872.8210 - logits_profile_predictions_loss: 774.9995 - logcount_predictions_loss: 4.6693 140/2392 [>.............................] - ETA: 5:12 - loss: 872.5479 - 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[..............................] - ETA: 5:44 - loss: 628.6082 - logits_profile_predictions_loss: 617.0939 - logcount_predictions_loss: 0.5496 3/2392 [..............................] - ETA: 5:37 - loss: 647.2531 - logits_profile_predictions_loss: 635.7585 - logcount_predictions_loss: 0.5487 4/2392 [..............................] - ETA: 5:35 - loss: 653.5658 - logits_profile_predictions_loss: 642.0319 - logcount_predictions_loss: 0.5505 5/2392 [..............................] - ETA: 5:34 - loss: 659.7819 - logits_profile_predictions_loss: 648.2561 - logcount_predictions_loss: 0.5502 6/2392 [..............................] - ETA: 5:33 - loss: 664.9987 - logits_profile_predictions_loss: 653.4568 - logcount_predictions_loss: 0.5509 7/2392 [..............................] - ETA: 5:32 - loss: 668.1814 - logits_profile_predictions_loss: 656.6554 - logcount_predictions_loss: 0.5502 8/2392 [..............................] - ETA: 5:32 - loss: 671.4014 - logits_profile_predictions_loss: 659.9042 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[..............................] - ETA: 5:29 - loss: 685.3452 - logits_profile_predictions_loss: 673.9729 - logcount_predictions_loss: 0.5428 23/2392 [..............................] - ETA: 5:29 - loss: 685.8978 - logits_profile_predictions_loss: 674.5193 - logcount_predictions_loss: 0.5431 24/2392 [..............................] - ETA: 5:28 - loss: 686.3979 - logits_profile_predictions_loss: 675.0166 - logcount_predictions_loss: 0.5433 25/2392 [..............................] - ETA: 5:28 - loss: 686.7114 - logits_profile_predictions_loss: 675.3309 - logcount_predictions_loss: 0.5432 26/2392 [..............................] - ETA: 5:28 - loss: 687.1218 - logits_profile_predictions_loss: 675.7431 - logcount_predictions_loss: 0.5431 27/2392 [..............................] - ETA: 5:28 - loss: 687.4742 - logits_profile_predictions_loss: 676.0984 - logcount_predictions_loss: 0.5430 28/2392 [..............................] - ETA: 5:28 - loss: 687.7150 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:33 - loss: 692.7594 - logits_profile_predictions_loss: 681.1665 - logcount_predictions_loss: 0.5534 421/2392 [====>.........................] - ETA: 4:33 - loss: 692.7657 - logits_profile_predictions_loss: 681.1730 - logcount_predictions_loss: 0.5533 422/2392 [====>.........................] - ETA: 4:33 - loss: 692.7725 - logits_profile_predictions_loss: 681.1801 - logcount_predictions_loss: 0.5533 423/2392 [====>.........................] - ETA: 4:33 - loss: 692.7792 - logits_profile_predictions_loss: 681.1870 - logcount_predictions_loss: 0.5533 424/2392 [====>.........................] - ETA: 4:33 - loss: 692.7862 - logits_profile_predictions_loss: 681.1942 - logcount_predictions_loss: 0.5533 425/2392 [====>.........................] - ETA: 4:32 - loss: 692.7928 - logits_profile_predictions_loss: 681.2010 - logcount_predictions_loss: 0.5533 426/2392 [====>.........................] - ETA: 4:32 - loss: 692.7988 - 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[====>.........................] - ETA: 4:31 - loss: 692.8325 - logits_profile_predictions_loss: 681.2426 - logcount_predictions_loss: 0.5532 434/2392 [====>.........................] - ETA: 4:31 - loss: 692.8373 - logits_profile_predictions_loss: 681.2476 - logcount_predictions_loss: 0.5532 435/2392 [====>.........................] - ETA: 4:31 - loss: 692.8417 - logits_profile_predictions_loss: 681.2523 - logcount_predictions_loss: 0.5532 436/2392 [====>.........................] - ETA: 4:31 - loss: 692.8458 - logits_profile_predictions_loss: 681.2566 - logcount_predictions_loss: 0.5532 437/2392 [====>.........................] - ETA: 4:31 - loss: 692.8501 - logits_profile_predictions_loss: 681.2611 - logcount_predictions_loss: 0.5532 438/2392 [====>.........................] - ETA: 4:31 - loss: 692.8541 - logits_profile_predictions_loss: 681.2653 - logcount_predictions_loss: 0.5532 439/2392 [====>.........................] - ETA: 4:31 - loss: 692.8585 - 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[============================>.] - ETA: 1s - loss: 690.4947 - logits_profile_predictions_loss: 679.2951 - logcount_predictions_loss: 0.5346 2385/2392 [============================>.] - ETA: 0s - loss: 690.4932 - logits_profile_predictions_loss: 679.2936 - logcount_predictions_loss: 0.5346 2386/2392 [============================>.] - ETA: 0s - loss: 690.4916 - logits_profile_predictions_loss: 679.2923 - logcount_predictions_loss: 0.5346 2387/2392 [============================>.] - ETA: 0s - loss: 690.4901 - logits_profile_predictions_loss: 679.2909 - logcount_predictions_loss: 0.5346 2388/2392 [============================>.] - ETA: 0s - loss: 690.4885 - logits_profile_predictions_loss: 679.2895 - logcount_predictions_loss: 0.5346 2389/2392 [============================>.] - ETA: 0s - loss: 690.4870 - logits_profile_predictions_loss: 679.2881 - logcount_predictions_loss: 0.5346 2390/2392 [============================>.] - ETA: 0s - loss: 690.4855 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:44 - loss: 758.1466 - logits_profile_predictions_loss: 744.7621 - logcount_predictions_loss: 0.6389 3/2392 [..............................] - ETA: 5:37 - loss: 756.2031 - logits_profile_predictions_loss: 742.3857 - logcount_predictions_loss: 0.6595 4/2392 [..............................] - ETA: 5:35 - loss: 748.4452 - logits_profile_predictions_loss: 734.8450 - logcount_predictions_loss: 0.6492 5/2392 [..............................] - ETA: 5:33 - loss: 740.0239 - logits_profile_predictions_loss: 726.7721 - logcount_predictions_loss: 0.6325 6/2392 [..............................] - ETA: 5:33 - loss: 734.8075 - logits_profile_predictions_loss: 721.8342 - logcount_predictions_loss: 0.6193 7/2392 [..............................] - ETA: 5:32 - loss: 731.0334 - logits_profile_predictions_loss: 718.2479 - logcount_predictions_loss: 0.6103 8/2392 [..............................] - ETA: 5:32 - loss: 728.2275 - logits_profile_predictions_loss: 715.5885 - logcount_predictions_loss: 0.6033 9/2392 [..............................] - ETA: 5:32 - loss: 725.2469 - logits_profile_predictions_loss: 712.7284 - logcount_predictions_loss: 0.5975 10/2392 [..............................] - ETA: 5:31 - loss: 723.4065 - logits_profile_predictions_loss: 710.9912 - logcount_predictions_loss: 0.5926 11/2392 [..............................] - ETA: 5:31 - loss: 721.9352 - logits_profile_predictions_loss: 709.6065 - logcount_predictions_loss: 0.5885 12/2392 [..............................] - ETA: 5:31 - loss: 720.3990 - logits_profile_predictions_loss: 708.1712 - logcount_predictions_loss: 0.5837 13/2392 [..............................] - ETA: 5:31 - loss: 718.2171 - logits_profile_predictions_loss: 706.0931 - logcount_predictions_loss: 0.5787 14/2392 [..............................] - ETA: 5:30 - loss: 716.2768 - logits_profile_predictions_loss: 704.2467 - logcount_predictions_loss: 0.5742 15/2392 [..............................] - ETA: 5:30 - loss: 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[..............................] - ETA: 5:29 - loss: 706.6852 - logits_profile_predictions_loss: 695.1681 - logcount_predictions_loss: 0.5497 23/2392 [..............................] - ETA: 5:29 - loss: 705.8163 - logits_profile_predictions_loss: 694.3402 - logcount_predictions_loss: 0.5478 24/2392 [..............................] - ETA: 5:28 - loss: 705.0159 - logits_profile_predictions_loss: 693.5812 - logcount_predictions_loss: 0.5458 25/2392 [..............................] - ETA: 5:28 - loss: 704.2100 - logits_profile_predictions_loss: 692.8179 - logcount_predictions_loss: 0.5438 26/2392 [..............................] - ETA: 5:28 - loss: 703.4047 - logits_profile_predictions_loss: 692.0571 - logcount_predictions_loss: 0.5416 27/2392 [..............................] - ETA: 5:28 - loss: 702.7441 - logits_profile_predictions_loss: 691.4374 - logcount_predictions_loss: 0.5397 28/2392 [..............................] - ETA: 5:28 - loss: 702.1968 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:24 - loss: 696.6736 - logits_profile_predictions_loss: 685.9446 - logcount_predictions_loss: 0.5121 56/2392 [..............................] - ETA: 5:24 - loss: 696.5184 - logits_profile_predictions_loss: 685.7996 - logcount_predictions_loss: 0.5116 57/2392 [..............................] - ETA: 5:23 - loss: 696.3548 - logits_profile_predictions_loss: 685.6459 - logcount_predictions_loss: 0.5112 58/2392 [..............................] - ETA: 5:23 - loss: 696.1795 - logits_profile_predictions_loss: 685.4801 - logcount_predictions_loss: 0.5107 59/2392 [..............................] - ETA: 5:23 - loss: 695.9874 - logits_profile_predictions_loss: 685.2981 - logcount_predictions_loss: 0.5102 60/2392 [..............................] - ETA: 5:23 - loss: 695.7860 - logits_profile_predictions_loss: 685.1057 - logcount_predictions_loss: 0.5098 61/2392 [..............................] - ETA: 5:23 - loss: 695.6210 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:35 - loss: 682.0067 - logits_profile_predictions_loss: 671.8827 - logcount_predictions_loss: 0.4832 408/2392 [====>.........................] - ETA: 4:35 - loss: 681.9942 - logits_profile_predictions_loss: 671.8701 - logcount_predictions_loss: 0.4832 409/2392 [====>.........................] - ETA: 4:34 - loss: 681.9822 - logits_profile_predictions_loss: 671.8580 - logcount_predictions_loss: 0.4833 410/2392 [====>.........................] - ETA: 4:34 - loss: 681.9697 - logits_profile_predictions_loss: 671.8455 - logcount_predictions_loss: 0.4833 411/2392 [====>.........................] - ETA: 4:34 - loss: 681.9577 - logits_profile_predictions_loss: 671.8334 - logcount_predictions_loss: 0.4833 412/2392 [====>.........................] - ETA: 4:34 - loss: 681.9458 - logits_profile_predictions_loss: 671.8215 - logcount_predictions_loss: 0.4833 413/2392 [====>.........................] - ETA: 4:34 - loss: 681.9335 - 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logits_profile_predictions_loss: 671.1472 - logcount_predictions_loss: 0.4833 466/2392 [====>.........................] - ETA: 4:27 - loss: 681.2624 - logits_profile_predictions_loss: 671.1367 - logcount_predictions_loss: 0.4833 467/2392 [====>.........................] - ETA: 4:26 - loss: 681.2523 - logits_profile_predictions_loss: 671.1266 - logcount_predictions_loss: 0.4833 468/2392 [====>.........................] - ETA: 4:26 - loss: 681.2418 - logits_profile_predictions_loss: 671.1161 - logcount_predictions_loss: 0.4833 469/2392 [====>.........................] - ETA: 4:26 - loss: 681.2308 - logits_profile_predictions_loss: 671.1052 - logcount_predictions_loss: 0.4833 470/2392 [====>.........................] - ETA: 4:26 - loss: 681.2203 - logits_profile_predictions_loss: 671.0946 - logcount_predictions_loss: 0.4833 471/2392 [====>.........................] - ETA: 4:26 - loss: 681.2099 - logits_profile_predictions_loss: 671.0842 - logcount_predictions_loss: 0.4833 472/2392 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[..............................] - ETA: 5:54 - loss: 750.3073 - logits_profile_predictions_loss: 741.4188 - logcount_predictions_loss: 0.4243 3/2392 [..............................] - ETA: 5:45 - loss: 748.3572 - logits_profile_predictions_loss: 739.3843 - logcount_predictions_loss: 0.4283 4/2392 [..............................] - ETA: 5:42 - loss: 746.4996 - logits_profile_predictions_loss: 737.3671 - logcount_predictions_loss: 0.4359 5/2392 [..............................] - ETA: 5:40 - loss: 748.2373 - logits_profile_predictions_loss: 739.1320 - logcount_predictions_loss: 0.4346 6/2392 [..............................] - ETA: 5:39 - loss: 749.0919 - logits_profile_predictions_loss: 739.9299 - logcount_predictions_loss: 0.4373 7/2392 [..............................] - ETA: 5:39 - loss: 746.7897 - logits_profile_predictions_loss: 737.5789 - logcount_predictions_loss: 0.4397 8/2392 [..............................] - ETA: 5:38 - loss: 744.2783 - logits_profile_predictions_loss: 735.0395 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logits_profile_predictions_loss: 666.9881 - logcount_predictions_loss: 0.4550 388/2392 [===>..........................] - ETA: 4:41 - loss: 676.5036 - logits_profile_predictions_loss: 666.9717 - logcount_predictions_loss: 0.4550 389/2392 [===>..........................] - ETA: 4:41 - loss: 676.4873 - logits_profile_predictions_loss: 666.9556 - logcount_predictions_loss: 0.4550 390/2392 [===>..........................] - ETA: 4:41 - loss: 676.4714 - logits_profile_predictions_loss: 666.9398 - logcount_predictions_loss: 0.4550 391/2392 [===>..........................] - ETA: 4:41 - loss: 676.4555 - logits_profile_predictions_loss: 666.9240 - logcount_predictions_loss: 0.4550 392/2392 [===>..........................] - ETA: 4:40 - loss: 676.4406 - logits_profile_predictions_loss: 666.9092 - logcount_predictions_loss: 0.4550 393/2392 [===>..........................] - ETA: 4:40 - loss: 676.4250 - logits_profile_predictions_loss: 666.8938 - logcount_predictions_loss: 0.4550 394/2392 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[..............................] - ETA: 5:35 - loss: 683.1886 - logits_profile_predictions_loss: 675.2715 - logcount_predictions_loss: 0.3779 3/2392 [..............................] - ETA: 5:35 - loss: 696.0296 - logits_profile_predictions_loss: 688.4152 - logcount_predictions_loss: 0.3635 4/2392 [..............................] - ETA: 5:35 - loss: 700.8146 - logits_profile_predictions_loss: 693.1687 - logcount_predictions_loss: 0.3650 5/2392 [..............................] - ETA: 5:36 - loss: 701.0091 - logits_profile_predictions_loss: 693.3309 - logcount_predictions_loss: 0.3665 6/2392 [..............................] - ETA: 5:35 - loss: 698.2408 - logits_profile_predictions_loss: 690.4902 - logcount_predictions_loss: 0.3700 7/2392 [..............................] - ETA: 5:35 - loss: 694.2842 - logits_profile_predictions_loss: 686.4599 - logcount_predictions_loss: 0.3735 8/2392 [..............................] - ETA: 5:35 - loss: 691.9153 - logits_profile_predictions_loss: 684.0177 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[..............................] - ETA: 5:32 - loss: 675.2210 - logits_profile_predictions_loss: 666.7869 - logcount_predictions_loss: 0.4026 23/2392 [..............................] - ETA: 5:32 - loss: 674.8077 - logits_profile_predictions_loss: 666.3554 - logcount_predictions_loss: 0.4035 24/2392 [..............................] - ETA: 5:32 - loss: 674.3603 - logits_profile_predictions_loss: 665.8899 - logcount_predictions_loss: 0.4043 25/2392 [..............................] - ETA: 5:32 - loss: 673.9327 - logits_profile_predictions_loss: 665.4341 - logcount_predictions_loss: 0.4057 26/2392 [..............................] - ETA: 5:32 - loss: 673.3390 - logits_profile_predictions_loss: 664.8181 - logcount_predictions_loss: 0.4067 27/2392 [..............................] - ETA: 5:32 - loss: 672.9354 - logits_profile_predictions_loss: 664.3867 - logcount_predictions_loss: 0.4081 28/2392 [..............................] - ETA: 5:31 - loss: 672.6055 - logits_profile_predictions_loss: 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[============================>.] - ETA: 1s - loss: 666.1217 - logits_profile_predictions_loss: 657.1460 - logcount_predictions_loss: 0.4284 2385/2392 [============================>.] - ETA: 0s - loss: 666.1214 - logits_profile_predictions_loss: 657.1457 - logcount_predictions_loss: 0.4284 2386/2392 [============================>.] - ETA: 0s - loss: 666.1211 - logits_profile_predictions_loss: 657.1455 - logcount_predictions_loss: 0.4284 2387/2392 [============================>.] - ETA: 0s - loss: 666.1208 - logits_profile_predictions_loss: 657.1452 - logcount_predictions_loss: 0.4284 2388/2392 [============================>.] - ETA: 0s - loss: 666.1205 - logits_profile_predictions_loss: 657.1450 - logcount_predictions_loss: 0.4284 2389/2392 [============================>.] - ETA: 0s - loss: 666.1202 - logits_profile_predictions_loss: 657.1447 - logcount_predictions_loss: 0.4284 2390/2392 [============================>.] - ETA: 0s - loss: 666.1199 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:39 - loss: 704.9080 - logits_profile_predictions_loss: 698.1357 - logcount_predictions_loss: 0.3233 3/2392 [..............................] - ETA: 5:37 - loss: 692.9664 - logits_profile_predictions_loss: 685.6457 - logcount_predictions_loss: 0.3494 4/2392 [..............................] - ETA: 5:36 - loss: 683.5955 - logits_profile_predictions_loss: 675.9790 - logcount_predictions_loss: 0.3636 5/2392 [..............................] - ETA: 5:35 - loss: 678.3194 - logits_profile_predictions_loss: 670.4844 - logcount_predictions_loss: 0.3740 6/2392 [..............................] - ETA: 5:35 - loss: 674.0596 - logits_profile_predictions_loss: 666.1283 - logcount_predictions_loss: 0.3786 7/2392 [..............................] - ETA: 5:35 - loss: 672.0524 - logits_profile_predictions_loss: 664.0573 - logcount_predictions_loss: 0.3816 8/2392 [..............................] - ETA: 5:34 - loss: 672.2826 - logits_profile_predictions_loss: 664.2596 - logcount_predictions_loss: 0.3830 9/2392 [..............................] - ETA: 5:34 - loss: 671.5974 - logits_profile_predictions_loss: 663.5557 - logcount_predictions_loss: 0.3839 10/2392 [..............................] - ETA: 5:34 - loss: 670.8766 - logits_profile_predictions_loss: 662.7947 - logcount_predictions_loss: 0.3858 11/2392 [..............................] - ETA: 5:34 - loss: 670.1957 - logits_profile_predictions_loss: 662.0925 - logcount_predictions_loss: 0.3868 12/2392 [..............................] - ETA: 5:34 - loss: 668.9397 - logits_profile_predictions_loss: 660.8186 - logcount_predictions_loss: 0.3876 13/2392 [..............................] - ETA: 5:34 - loss: 667.2365 - logits_profile_predictions_loss: 659.0896 - logcount_predictions_loss: 0.3889 14/2392 [..............................] - ETA: 5:34 - loss: 666.0902 - logits_profile_predictions_loss: 657.9188 - logcount_predictions_loss: 0.3900 15/2392 [..............................] - ETA: 5:34 - loss: 665.2166 - logits_profile_predictions_loss: 657.0291 - logcount_predictions_loss: 0.3908 16/2392 [..............................] - ETA: 5:34 - loss: 664.7553 - logits_profile_predictions_loss: 656.5555 - logcount_predictions_loss: 0.3914 17/2392 [..............................] - ETA: 5:33 - loss: 664.5842 - logits_profile_predictions_loss: 656.3782 - logcount_predictions_loss: 0.3917 18/2392 [..............................] - ETA: 5:33 - loss: 664.8376 - logits_profile_predictions_loss: 656.6214 - logcount_predictions_loss: 0.3922 19/2392 [..............................] - ETA: 5:33 - loss: 665.0482 - logits_profile_predictions_loss: 656.8262 - logcount_predictions_loss: 0.3925 20/2392 [..............................] - ETA: 5:33 - loss: 665.3049 - logits_profile_predictions_loss: 657.0746 - logcount_predictions_loss: 0.3929 21/2392 [..............................] - ETA: 5:33 - loss: 665.5814 - logits_profile_predictions_loss: 657.3417 - logcount_predictions_loss: 0.3933 22/2392 [..............................] - ETA: 5:33 - loss: 665.7569 - logits_profile_predictions_loss: 657.4995 - logcount_predictions_loss: 0.3942 23/2392 [..............................] - ETA: 5:32 - loss: 665.8876 - logits_profile_predictions_loss: 657.6167 - logcount_predictions_loss: 0.3948 24/2392 [..............................] - ETA: 5:32 - loss: 665.9764 - logits_profile_predictions_loss: 657.6923 - logcount_predictions_loss: 0.3954 25/2392 [..............................] - ETA: 5:32 - loss: 665.9832 - logits_profile_predictions_loss: 657.6875 - logcount_predictions_loss: 0.3960 26/2392 [..............................] - ETA: 5:32 - loss: 665.7976 - logits_profile_predictions_loss: 657.4934 - logcount_predictions_loss: 0.3964 27/2392 [..............................] - ETA: 5:32 - loss: 665.8931 - logits_profile_predictions_loss: 657.5815 - logcount_predictions_loss: 0.3967 28/2392 [..............................] - ETA: 5:32 - loss: 666.0502 - logits_profile_predictions_loss: 657.7296 - logcount_predictions_loss: 0.3972 29/2392 [..............................] - ETA: 5:32 - loss: 666.2473 - logits_profile_predictions_loss: 657.9194 - logcount_predictions_loss: 0.3975 30/2392 [..............................] - ETA: 5:31 - loss: 666.4276 - logits_profile_predictions_loss: 658.0905 - logcount_predictions_loss: 0.3980 31/2392 [..............................] - ETA: 5:31 - loss: 666.5365 - logits_profile_predictions_loss: 658.1903 - logcount_predictions_loss: 0.3984 32/2392 [..............................] - ETA: 5:31 - loss: 666.7242 - logits_profile_predictions_loss: 658.3696 - logcount_predictions_loss: 0.3988 33/2392 [..............................] - ETA: 5:31 - loss: 666.9703 - logits_profile_predictions_loss: 658.6072 - logcount_predictions_loss: 0.3992 34/2392 [..............................] - ETA: 5:31 - loss: 667.1828 - logits_profile_predictions_loss: 658.8126 - logcount_predictions_loss: 0.3995 35/2392 [..............................] - ETA: 5:31 - 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[..............................] - ETA: 5:28 - loss: 668.9950 - logits_profile_predictions_loss: 660.6157 - logcount_predictions_loss: 0.4000 56/2392 [..............................] - ETA: 5:28 - loss: 668.9456 - logits_profile_predictions_loss: 660.5668 - logcount_predictions_loss: 0.3999 57/2392 [..............................] - ETA: 5:28 - loss: 668.9049 - logits_profile_predictions_loss: 660.5273 - logcount_predictions_loss: 0.3999 58/2392 [..............................] - ETA: 5:28 - loss: 668.8688 - logits_profile_predictions_loss: 660.4922 - logcount_predictions_loss: 0.3998 59/2392 [..............................] - ETA: 5:28 - loss: 668.8553 - logits_profile_predictions_loss: 660.4797 - logcount_predictions_loss: 0.3998 60/2392 [..............................] - ETA: 5:28 - loss: 668.8625 - logits_profile_predictions_loss: 660.4882 - logcount_predictions_loss: 0.3997 61/2392 [..............................] - ETA: 5:27 - loss: 668.8865 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:23 - loss: 667.8727 - logits_profile_predictions_loss: 659.4158 - logcount_predictions_loss: 0.4037 89/2392 [>.............................] - ETA: 5:23 - loss: 667.8425 - logits_profile_predictions_loss: 659.3830 - logcount_predictions_loss: 0.4038 90/2392 [>.............................] - ETA: 5:23 - loss: 667.8082 - logits_profile_predictions_loss: 659.3463 - logcount_predictions_loss: 0.4039 91/2392 [>.............................] - ETA: 5:23 - loss: 667.7675 - logits_profile_predictions_loss: 659.3033 - logcount_predictions_loss: 0.4040 92/2392 [>.............................] - ETA: 5:23 - loss: 667.7411 - logits_profile_predictions_loss: 659.2745 - logcount_predictions_loss: 0.4041 93/2392 [>.............................] - ETA: 5:23 - loss: 667.7209 - logits_profile_predictions_loss: 659.2520 - logcount_predictions_loss: 0.4042 94/2392 [>.............................] - ETA: 5:22 - loss: 667.6995 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 659.9882 - logcount_predictions_loss: 0.4064 141/2392 [>.............................] - ETA: 5:16 - loss: 668.5229 - logits_profile_predictions_loss: 660.0083 - logcount_predictions_loss: 0.4064 142/2392 [>.............................] - ETA: 5:16 - loss: 668.5453 - logits_profile_predictions_loss: 660.0296 - logcount_predictions_loss: 0.4065 143/2392 [>.............................] - ETA: 5:15 - loss: 668.5658 - logits_profile_predictions_loss: 660.0492 - logcount_predictions_loss: 0.4065 144/2392 [>.............................] - ETA: 5:15 - loss: 668.5844 - logits_profile_predictions_loss: 660.0668 - logcount_predictions_loss: 0.4066 145/2392 [>.............................] - ETA: 5:15 - loss: 668.6037 - logits_profile_predictions_loss: 660.0851 - logcount_predictions_loss: 0.4066 146/2392 [>.............................] - ETA: 5:15 - loss: 668.6236 - logits_profile_predictions_loss: 660.1040 - logcount_predictions_loss: 0.4067 147/2392 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logits_profile_predictions_loss: 660.2653 - logcount_predictions_loss: 0.4070 154/2392 [>.............................] - ETA: 5:14 - loss: 668.8079 - logits_profile_predictions_loss: 660.2789 - logcount_predictions_loss: 0.4071 155/2392 [>.............................] - ETA: 5:14 - loss: 668.8216 - logits_profile_predictions_loss: 660.2912 - logcount_predictions_loss: 0.4072 156/2392 [>.............................] - ETA: 5:14 - loss: 668.8362 - logits_profile_predictions_loss: 660.3045 - logcount_predictions_loss: 0.4072 157/2392 [>.............................] - ETA: 5:13 - loss: 668.8477 - logits_profile_predictions_loss: 660.3148 - logcount_predictions_loss: 0.4073 158/2392 [>.............................] - ETA: 5:13 - loss: 668.8580 - logits_profile_predictions_loss: 660.3239 - logcount_predictions_loss: 0.4074 159/2392 [>.............................] - ETA: 5:13 - loss: 668.8674 - logits_profile_predictions_loss: 660.3320 - logcount_predictions_loss: 0.4074 160/2392 [=>............................] - ETA: 5:13 - loss: 668.8749 - logits_profile_predictions_loss: 660.3382 - logcount_predictions_loss: 0.4075 161/2392 [=>............................] - ETA: 5:13 - loss: 668.8878 - logits_profile_predictions_loss: 660.3498 - logcount_predictions_loss: 0.4075 162/2392 [=>............................] - ETA: 5:13 - loss: 668.9013 - logits_profile_predictions_loss: 660.3621 - logcount_predictions_loss: 0.4076 163/2392 [=>............................] - ETA: 5:13 - loss: 668.9134 - logits_profile_predictions_loss: 660.3729 - logcount_predictions_loss: 0.4077 164/2392 [=>............................] - ETA: 5:12 - loss: 668.9221 - logits_profile_predictions_loss: 660.3803 - logcount_predictions_loss: 0.4077 165/2392 [=>............................] - ETA: 5:12 - loss: 668.9302 - logits_profile_predictions_loss: 660.3872 - logcount_predictions_loss: 0.4078 166/2392 [=>............................] - ETA: 5:12 - loss: 668.9365 - logits_profile_predictions_loss: 660.3924 - logcount_predictions_loss: 0.4078 167/2392 [=>............................] - ETA: 5:12 - loss: 668.9426 - logits_profile_predictions_loss: 660.3973 - logcount_predictions_loss: 0.4079 168/2392 [=>............................] - ETA: 5:12 - loss: 668.9448 - logits_profile_predictions_loss: 660.3982 - logcount_predictions_loss: 0.4080 169/2392 [=>............................] - ETA: 5:12 - loss: 668.9468 - logits_profile_predictions_loss: 660.3988 - logcount_predictions_loss: 0.4080 170/2392 [=>............................] - ETA: 5:12 - loss: 668.9482 - logits_profile_predictions_loss: 660.3989 - logcount_predictions_loss: 0.4081 171/2392 [=>............................] - ETA: 5:11 - loss: 668.9486 - logits_profile_predictions_loss: 660.3982 - logcount_predictions_loss: 0.4081 172/2392 [=>............................] - ETA: 5:11 - loss: 668.9508 - logits_profile_predictions_loss: 660.3991 - logcount_predictions_loss: 0.4082 173/2392 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[=====>........................] - ETA: 4:27 - loss: 667.5151 - logits_profile_predictions_loss: 658.7503 - logcount_predictions_loss: 0.4184 486/2392 [=====>........................] - ETA: 4:27 - loss: 667.5058 - logits_profile_predictions_loss: 658.7409 - logcount_predictions_loss: 0.4184 487/2392 [=====>........................] - ETA: 4:27 - loss: 667.4972 - logits_profile_predictions_loss: 658.7323 - logcount_predictions_loss: 0.4184 488/2392 [=====>........................] - ETA: 4:27 - loss: 667.4890 - logits_profile_predictions_loss: 658.7241 - logcount_predictions_loss: 0.4184 489/2392 [=====>........................] - ETA: 4:27 - loss: 667.4810 - logits_profile_predictions_loss: 658.7160 - logcount_predictions_loss: 0.4184 490/2392 [=====>........................] - ETA: 4:26 - loss: 667.4732 - logits_profile_predictions_loss: 658.7081 - logcount_predictions_loss: 0.4184 491/2392 [=====>........................] - ETA: 4:26 - loss: 667.4653 - logits_profile_predictions_loss: 658.7002 - logcount_predictions_loss: 0.4184 492/2392 [=====>........................] - ETA: 4:26 - loss: 667.4571 - logits_profile_predictions_loss: 658.6920 - logcount_predictions_loss: 0.4184 493/2392 [=====>........................] - ETA: 4:26 - loss: 667.4486 - logits_profile_predictions_loss: 658.6834 - logcount_predictions_loss: 0.4184 494/2392 [=====>........................] - ETA: 4:26 - loss: 667.4400 - logits_profile_predictions_loss: 658.6748 - logcount_predictions_loss: 0.4184 495/2392 [=====>........................] - ETA: 4:26 - loss: 667.4311 - logits_profile_predictions_loss: 658.6659 - logcount_predictions_loss: 0.4184 496/2392 [=====>........................] - ETA: 4:26 - loss: 667.4221 - logits_profile_predictions_loss: 658.6569 - logcount_predictions_loss: 0.4184 497/2392 [=====>........................] - ETA: 4:25 - loss: 667.4133 - logits_profile_predictions_loss: 658.6480 - logcount_predictions_loss: 0.4184 498/2392 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[============================>.] - ETA: 1s - loss: 656.5127 - logits_profile_predictions_loss: 648.1410 - logcount_predictions_loss: 0.3996 2385/2392 [============================>.] - ETA: 0s - loss: 656.5132 - logits_profile_predictions_loss: 648.1415 - logcount_predictions_loss: 0.3996 2386/2392 [============================>.] - ETA: 0s - loss: 656.5136 - logits_profile_predictions_loss: 648.1420 - logcount_predictions_loss: 0.3996 2387/2392 [============================>.] - ETA: 0s - loss: 656.5141 - logits_profile_predictions_loss: 648.1425 - logcount_predictions_loss: 0.3996 2388/2392 [============================>.] - ETA: 0s - loss: 656.5146 - logits_profile_predictions_loss: 648.1430 - logcount_predictions_loss: 0.3996 2389/2392 [============================>.] - ETA: 0s - loss: 656.5151 - logits_profile_predictions_loss: 648.1434 - logcount_predictions_loss: 0.3996 2390/2392 [============================>.] - ETA: 0s - loss: 656.5155 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:07 - loss: 620.2757 - logits_profile_predictions_loss: 611.8166 - logcount_predictions_loss: 0.4038 3/2392 [..............................] - ETA: 5:52 - loss: 627.5308 - logits_profile_predictions_loss: 619.0248 - logcount_predictions_loss: 0.4060 4/2392 [..............................] - ETA: 5:45 - loss: 632.7482 - logits_profile_predictions_loss: 624.3569 - logcount_predictions_loss: 0.4005 5/2392 [..............................] - ETA: 5:43 - loss: 638.5285 - logits_profile_predictions_loss: 630.0588 - logcount_predictions_loss: 0.4043 6/2392 [..............................] - ETA: 5:41 - loss: 640.9673 - logits_profile_predictions_loss: 632.4232 - logcount_predictions_loss: 0.4078 7/2392 [..............................] - ETA: 5:40 - loss: 642.2501 - logits_profile_predictions_loss: 633.5711 - logcount_predictions_loss: 0.4143 8/2392 [..............................] - ETA: 5:39 - loss: 644.3145 - logits_profile_predictions_loss: 635.5477 - logcount_predictions_loss: 0.4185 9/2392 [..............................] - ETA: 5:38 - loss: 645.6296 - logits_profile_predictions_loss: 636.8030 - logcount_predictions_loss: 0.4213 10/2392 [..............................] - ETA: 5:37 - loss: 647.4777 - logits_profile_predictions_loss: 638.6018 - logcount_predictions_loss: 0.4237 11/2392 [..............................] - ETA: 5:37 - loss: 648.8365 - logits_profile_predictions_loss: 639.9438 - logcount_predictions_loss: 0.4245 12/2392 [..............................] - ETA: 5:36 - loss: 650.0362 - logits_profile_predictions_loss: 641.1206 - logcount_predictions_loss: 0.4256 13/2392 [..............................] - ETA: 5:36 - loss: 651.6511 - logits_profile_predictions_loss: 642.7312 - logcount_predictions_loss: 0.4258 14/2392 [..............................] - ETA: 5:36 - loss: 653.5030 - logits_profile_predictions_loss: 644.5741 - logcount_predictions_loss: 0.4262 15/2392 [..............................] - ETA: 5:35 - loss: 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[..............................] - ETA: 5:34 - loss: 660.7985 - logits_profile_predictions_loss: 651.9564 - logcount_predictions_loss: 0.4221 23/2392 [..............................] - ETA: 5:33 - loss: 660.6149 - logits_profile_predictions_loss: 651.7993 - logcount_predictions_loss: 0.4208 24/2392 [..............................] - ETA: 5:33 - loss: 660.3949 - logits_profile_predictions_loss: 651.6051 - logcount_predictions_loss: 0.4196 25/2392 [..............................] - ETA: 5:33 - loss: 660.2408 - logits_profile_predictions_loss: 651.4699 - logcount_predictions_loss: 0.4187 26/2392 [..............................] - ETA: 5:33 - loss: 660.1387 - logits_profile_predictions_loss: 651.3858 - logcount_predictions_loss: 0.4178 27/2392 [..............................] - ETA: 5:32 - loss: 660.0020 - logits_profile_predictions_loss: 651.2655 - logcount_predictions_loss: 0.4170 28/2392 [..............................] - ETA: 5:32 - loss: 659.9181 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:28 - loss: 656.4781 - logits_profile_predictions_loss: 647.9276 - logcount_predictions_loss: 0.4081 56/2392 [..............................] - ETA: 5:28 - loss: 656.3462 - logits_profile_predictions_loss: 647.8016 - logcount_predictions_loss: 0.4079 57/2392 [..............................] - ETA: 5:28 - loss: 656.2284 - logits_profile_predictions_loss: 647.6898 - logcount_predictions_loss: 0.4076 58/2392 [..............................] - ETA: 5:27 - loss: 656.0772 - logits_profile_predictions_loss: 647.5443 - logcount_predictions_loss: 0.4073 59/2392 [..............................] - ETA: 5:27 - loss: 655.9637 - logits_profile_predictions_loss: 647.4362 - logcount_predictions_loss: 0.4070 60/2392 [..............................] - ETA: 5:27 - loss: 655.8428 - logits_profile_predictions_loss: 647.3209 - logcount_predictions_loss: 0.4068 61/2392 [..............................] - ETA: 5:27 - loss: 655.7063 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:38 - loss: 615.0963 - logits_profile_predictions_loss: 608.4360 - logcount_predictions_loss: 0.3179 3/2392 [..............................] - ETA: 5:37 - loss: 619.3825 - logits_profile_predictions_loss: 612.7735 - logcount_predictions_loss: 0.3155 4/2392 [..............................] - ETA: 5:36 - loss: 623.8751 - logits_profile_predictions_loss: 617.1239 - logcount_predictions_loss: 0.3223 5/2392 [..............................] - ETA: 5:36 - loss: 624.8053 - logits_profile_predictions_loss: 617.9695 - logcount_predictions_loss: 0.3263 6/2392 [..............................] - ETA: 5:35 - loss: 623.3092 - logits_profile_predictions_loss: 616.4084 - logcount_predictions_loss: 0.3294 7/2392 [..............................] - ETA: 5:35 - loss: 624.0361 - logits_profile_predictions_loss: 617.0995 - logcount_predictions_loss: 0.3311 8/2392 [..............................] - ETA: 5:35 - loss: 624.5701 - logits_profile_predictions_loss: 617.5652 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[..............................] - ETA: 5:33 - loss: 644.0278 - logits_profile_predictions_loss: 636.5815 - logcount_predictions_loss: 0.3554 23/2392 [..............................] - ETA: 5:32 - loss: 645.0591 - logits_profile_predictions_loss: 637.5930 - logcount_predictions_loss: 0.3564 24/2392 [..............................] - ETA: 5:32 - loss: 645.9838 - logits_profile_predictions_loss: 638.5002 - logcount_predictions_loss: 0.3572 25/2392 [..............................] - ETA: 5:32 - loss: 646.7011 - logits_profile_predictions_loss: 639.1974 - logcount_predictions_loss: 0.3582 26/2392 [..............................] - ETA: 5:32 - loss: 647.2137 - logits_profile_predictions_loss: 639.6936 - logcount_predictions_loss: 0.3590 27/2392 [..............................] - ETA: 5:32 - loss: 647.5988 - logits_profile_predictions_loss: 640.0635 - logcount_predictions_loss: 0.3597 28/2392 [..............................] - ETA: 5:32 - loss: 648.0561 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 653.0722 - logcount_predictions_loss: 0.3782 180/2392 [=>............................] - ETA: 5:10 - loss: 660.9630 - logits_profile_predictions_loss: 653.0383 - logcount_predictions_loss: 0.3783 181/2392 [=>............................] - ETA: 5:10 - loss: 660.9305 - logits_profile_predictions_loss: 653.0045 - logcount_predictions_loss: 0.3783 182/2392 [=>............................] - ETA: 5:09 - loss: 660.8988 - logits_profile_predictions_loss: 652.9714 - logcount_predictions_loss: 0.3784 183/2392 [=>............................] - ETA: 5:09 - loss: 660.8681 - logits_profile_predictions_loss: 652.9392 - logcount_predictions_loss: 0.3785 184/2392 [=>............................] - ETA: 5:09 - loss: 660.8390 - logits_profile_predictions_loss: 652.9088 - logcount_predictions_loss: 0.3785 185/2392 [=>............................] - ETA: 5:09 - loss: 660.8075 - logits_profile_predictions_loss: 652.8761 - logcount_predictions_loss: 0.3786 186/2392 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logits_profile_predictions_loss: 652.6859 - logcount_predictions_loss: 0.3790 193/2392 [=>............................] - ETA: 5:08 - loss: 660.6067 - logits_profile_predictions_loss: 652.6652 - logcount_predictions_loss: 0.3791 194/2392 [=>............................] - ETA: 5:08 - loss: 660.5914 - logits_profile_predictions_loss: 652.6487 - logcount_predictions_loss: 0.3791 195/2392 [=>............................] - ETA: 5:08 - loss: 660.5764 - logits_profile_predictions_loss: 652.6326 - logcount_predictions_loss: 0.3792 196/2392 [=>............................] - ETA: 5:07 - loss: 660.5625 - logits_profile_predictions_loss: 652.6176 - logcount_predictions_loss: 0.3792 197/2392 [=>............................] - ETA: 5:07 - loss: 660.5475 - logits_profile_predictions_loss: 652.6016 - logcount_predictions_loss: 0.3793 198/2392 [=>............................] - ETA: 5:07 - loss: 660.5351 - logits_profile_predictions_loss: 652.5882 - logcount_predictions_loss: 0.3793 199/2392 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logits_profile_predictions_loss: 652.5187 - logcount_predictions_loss: 0.3796 206/2392 [=>............................] - ETA: 5:06 - loss: 660.4635 - logits_profile_predictions_loss: 652.5098 - logcount_predictions_loss: 0.3797 207/2392 [=>............................] - ETA: 5:06 - loss: 660.4556 - logits_profile_predictions_loss: 652.5012 - logcount_predictions_loss: 0.3797 208/2392 [=>............................] - ETA: 5:06 - loss: 660.4468 - logits_profile_predictions_loss: 652.4916 - logcount_predictions_loss: 0.3797 209/2392 [=>............................] - ETA: 5:06 - loss: 660.4367 - logits_profile_predictions_loss: 652.4808 - logcount_predictions_loss: 0.3798 210/2392 [=>............................] - ETA: 5:05 - loss: 660.4261 - logits_profile_predictions_loss: 652.4695 - logcount_predictions_loss: 0.3798 211/2392 [=>............................] - ETA: 5:05 - loss: 660.4129 - logits_profile_predictions_loss: 652.4556 - logcount_predictions_loss: 0.3798 212/2392 [=>............................] - ETA: 5:05 - loss: 660.4021 - logits_profile_predictions_loss: 652.4441 - logcount_predictions_loss: 0.3799 213/2392 [=>............................] - ETA: 5:05 - loss: 660.3910 - logits_profile_predictions_loss: 652.4324 - logcount_predictions_loss: 0.3799 214/2392 [=>............................] - ETA: 5:05 - loss: 660.3778 - logits_profile_predictions_loss: 652.4186 - logcount_predictions_loss: 0.3799 215/2392 [=>............................] - ETA: 5:05 - loss: 660.3655 - logits_profile_predictions_loss: 652.4056 - logcount_predictions_loss: 0.3800 216/2392 [=>............................] - ETA: 5:05 - loss: 660.3541 - logits_profile_predictions_loss: 652.3935 - logcount_predictions_loss: 0.3800 217/2392 [=>............................] - ETA: 5:05 - loss: 660.3416 - logits_profile_predictions_loss: 652.3805 - logcount_predictions_loss: 0.3800 218/2392 [=>............................] - ETA: 5:04 - loss: 660.3300 - logits_profile_predictions_loss: 652.3682 - logcount_predictions_loss: 0.3800 219/2392 [=>............................] - ETA: 5:04 - loss: 660.3207 - logits_profile_predictions_loss: 652.3582 - logcount_predictions_loss: 0.3801 220/2392 [=>............................] - ETA: 5:04 - loss: 660.3101 - logits_profile_predictions_loss: 652.3470 - logcount_predictions_loss: 0.3801 221/2392 [=>............................] - ETA: 5:04 - loss: 660.2995 - logits_profile_predictions_loss: 652.3357 - logcount_predictions_loss: 0.3801 222/2392 [=>............................] - ETA: 5:04 - loss: 660.2905 - logits_profile_predictions_loss: 652.3261 - logcount_predictions_loss: 0.3802 223/2392 [=>............................] - ETA: 5:04 - loss: 660.2819 - logits_profile_predictions_loss: 652.3169 - logcount_predictions_loss: 0.3802 224/2392 [=>............................] - ETA: 5:04 - loss: 660.2755 - logits_profile_predictions_loss: 652.3099 - logcount_predictions_loss: 0.3802 225/2392 [=>............................] - ETA: 5:03 - loss: 660.2688 - logits_profile_predictions_loss: 652.3026 - logcount_predictions_loss: 0.3803 226/2392 [=>............................] - ETA: 5:03 - loss: 660.2616 - logits_profile_predictions_loss: 652.2948 - logcount_predictions_loss: 0.3803 227/2392 [=>............................] - ETA: 5:03 - loss: 660.2537 - logits_profile_predictions_loss: 652.2862 - logcount_predictions_loss: 0.3803 228/2392 [=>............................] - ETA: 5:03 - loss: 660.2458 - logits_profile_predictions_loss: 652.2778 - logcount_predictions_loss: 0.3803 229/2392 [=>............................] - ETA: 5:03 - loss: 660.2373 - logits_profile_predictions_loss: 652.2687 - logcount_predictions_loss: 0.3804 230/2392 [=>............................] - ETA: 5:03 - loss: 660.2307 - logits_profile_predictions_loss: 652.2614 - logcount_predictions_loss: 0.3804 231/2392 [=>............................] - ETA: 5:03 - loss: 660.2245 - logits_profile_predictions_loss: 652.2546 - logcount_predictions_loss: 0.3804 232/2392 [=>............................] - ETA: 5:02 - loss: 660.2214 - logits_profile_predictions_loss: 652.2509 - logcount_predictions_loss: 0.3805 233/2392 [=>............................] - ETA: 5:02 - loss: 660.2165 - logits_profile_predictions_loss: 652.2453 - logcount_predictions_loss: 0.3805 234/2392 [=>............................] - ETA: 5:02 - loss: 660.2127 - logits_profile_predictions_loss: 652.2409 - logcount_predictions_loss: 0.3805 235/2392 [=>............................] - ETA: 5:02 - loss: 660.2076 - logits_profile_predictions_loss: 652.2352 - logcount_predictions_loss: 0.3806 236/2392 [=>............................] - ETA: 5:02 - loss: 660.2039 - logits_profile_predictions_loss: 652.2309 - logcount_predictions_loss: 0.3806 237/2392 [=>............................] - ETA: 5:02 - loss: 660.1998 - logits_profile_predictions_loss: 652.2262 - logcount_predictions_loss: 0.3806 238/2392 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logits_profile_predictions_loss: 652.1823 - logcount_predictions_loss: 0.3808 245/2392 [==>...........................] - ETA: 5:01 - loss: 660.1508 - logits_profile_predictions_loss: 652.1734 - logcount_predictions_loss: 0.3808 246/2392 [==>...........................] - ETA: 5:00 - loss: 660.1429 - logits_profile_predictions_loss: 652.1652 - logcount_predictions_loss: 0.3808 247/2392 [==>...........................] - ETA: 5:00 - loss: 660.1363 - logits_profile_predictions_loss: 652.1582 - logcount_predictions_loss: 0.3808 248/2392 [==>...........................] - ETA: 5:00 - loss: 660.1312 - logits_profile_predictions_loss: 652.1527 - logcount_predictions_loss: 0.3808 249/2392 [==>...........................] - ETA: 5:00 - loss: 660.1264 - logits_profile_predictions_loss: 652.1475 - logcount_predictions_loss: 0.3809 250/2392 [==>...........................] - ETA: 5:00 - loss: 660.1211 - logits_profile_predictions_loss: 652.1418 - logcount_predictions_loss: 0.3809 251/2392 [==>...........................] - ETA: 5:00 - loss: 660.1164 - logits_profile_predictions_loss: 652.1369 - logcount_predictions_loss: 0.3809 252/2392 [==>...........................] - ETA: 5:00 - loss: 660.1120 - logits_profile_predictions_loss: 652.1321 - logcount_predictions_loss: 0.3809 253/2392 [==>...........................] - ETA: 4:59 - loss: 660.1073 - logits_profile_predictions_loss: 652.1270 - logcount_predictions_loss: 0.3809 254/2392 [==>...........................] - ETA: 4:59 - loss: 660.1035 - logits_profile_predictions_loss: 652.1229 - logcount_predictions_loss: 0.3809 255/2392 [==>...........................] - ETA: 4:59 - loss: 660.1013 - logits_profile_predictions_loss: 652.1204 - logcount_predictions_loss: 0.3810 256/2392 [==>...........................] - ETA: 4:59 - loss: 660.0990 - logits_profile_predictions_loss: 652.1177 - logcount_predictions_loss: 0.3810 257/2392 [==>...........................] - ETA: 4:59 - loss: 660.0956 - logits_profile_predictions_loss: 652.1141 - logcount_predictions_loss: 0.3810 258/2392 [==>...........................] - ETA: 4:59 - loss: 660.0915 - logits_profile_predictions_loss: 652.1095 - logcount_predictions_loss: 0.3810 259/2392 [==>...........................] - ETA: 4:59 - loss: 660.0867 - logits_profile_predictions_loss: 652.1044 - logcount_predictions_loss: 0.3810 260/2392 [==>...........................] - ETA: 4:58 - loss: 660.0823 - logits_profile_predictions_loss: 652.0996 - logcount_predictions_loss: 0.3810 261/2392 [==>...........................] - ETA: 4:58 - loss: 660.0789 - logits_profile_predictions_loss: 652.0959 - logcount_predictions_loss: 0.3811 262/2392 [==>...........................] - ETA: 4:58 - loss: 660.0749 - logits_profile_predictions_loss: 652.0915 - logcount_predictions_loss: 0.3811 263/2392 [==>...........................] - ETA: 4:58 - loss: 660.0705 - logits_profile_predictions_loss: 652.0867 - logcount_predictions_loss: 0.3811 264/2392 [==>...........................] - ETA: 4:58 - loss: 660.0659 - logits_profile_predictions_loss: 652.0819 - logcount_predictions_loss: 0.3811 265/2392 [==>...........................] - ETA: 4:58 - loss: 660.0597 - logits_profile_predictions_loss: 652.0753 - logcount_predictions_loss: 0.3811 266/2392 [==>...........................] - ETA: 4:58 - loss: 660.0537 - logits_profile_predictions_loss: 652.0691 - logcount_predictions_loss: 0.3811 267/2392 [==>...........................] - ETA: 4:58 - loss: 660.0483 - logits_profile_predictions_loss: 652.0634 - logcount_predictions_loss: 0.3811 268/2392 [==>...........................] - ETA: 4:57 - loss: 660.0439 - logits_profile_predictions_loss: 652.0586 - logcount_predictions_loss: 0.3812 269/2392 [==>...........................] - ETA: 4:57 - loss: 660.0402 - logits_profile_predictions_loss: 652.0546 - logcount_predictions_loss: 0.3812 270/2392 [==>...........................] - ETA: 4:57 - loss: 660.0378 - 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[==>...........................] - ETA: 4:56 - loss: 660.0161 - logits_profile_predictions_loss: 652.0290 - logcount_predictions_loss: 0.3812 278/2392 [==>...........................] - ETA: 4:56 - loss: 660.0152 - logits_profile_predictions_loss: 652.0280 - logcount_predictions_loss: 0.3813 279/2392 [==>...........................] - ETA: 4:56 - loss: 660.0144 - logits_profile_predictions_loss: 652.0272 - logcount_predictions_loss: 0.3813 280/2392 [==>...........................] - ETA: 4:56 - loss: 660.0137 - logits_profile_predictions_loss: 652.0263 - logcount_predictions_loss: 0.3813 281/2392 [==>...........................] - ETA: 4:56 - loss: 660.0131 - logits_profile_predictions_loss: 652.0255 - logcount_predictions_loss: 0.3813 282/2392 [==>...........................] - ETA: 4:55 - loss: 660.0130 - logits_profile_predictions_loss: 652.0253 - logcount_predictions_loss: 0.3813 283/2392 [==>...........................] - ETA: 4:55 - loss: 660.0134 - 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[==>...........................] - ETA: 4:54 - loss: 660.0052 - logits_profile_predictions_loss: 652.0167 - logcount_predictions_loss: 0.3813 291/2392 [==>...........................] - ETA: 4:54 - loss: 660.0027 - logits_profile_predictions_loss: 652.0142 - logcount_predictions_loss: 0.3813 292/2392 [==>...........................] - ETA: 4:54 - loss: 660.0018 - logits_profile_predictions_loss: 652.0133 - logcount_predictions_loss: 0.3813 293/2392 [==>...........................] - ETA: 4:54 - loss: 660.0006 - logits_profile_predictions_loss: 652.0121 - logcount_predictions_loss: 0.3813 294/2392 [==>...........................] - ETA: 4:54 - loss: 659.9994 - logits_profile_predictions_loss: 652.0108 - logcount_predictions_loss: 0.3813 295/2392 [==>...........................] - ETA: 4:54 - loss: 659.9990 - logits_profile_predictions_loss: 652.0105 - logcount_predictions_loss: 0.3813 296/2392 [==>...........................] - ETA: 4:53 - loss: 659.9985 - 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[============================>.] - ETA: 1s - loss: 654.5347 - logits_profile_predictions_loss: 646.6552 - logcount_predictions_loss: 0.3761 2385/2392 [============================>.] - ETA: 0s - loss: 654.5341 - logits_profile_predictions_loss: 646.6546 - logcount_predictions_loss: 0.3761 2386/2392 [============================>.] - ETA: 0s - loss: 654.5334 - logits_profile_predictions_loss: 646.6539 - logcount_predictions_loss: 0.3761 2387/2392 [============================>.] - ETA: 0s - loss: 654.5328 - logits_profile_predictions_loss: 646.6533 - logcount_predictions_loss: 0.3761 2388/2392 [============================>.] - ETA: 0s - loss: 654.5322 - logits_profile_predictions_loss: 646.6527 - logcount_predictions_loss: 0.3761 2389/2392 [============================>.] - ETA: 0s - loss: 654.5315 - logits_profile_predictions_loss: 646.6520 - logcount_predictions_loss: 0.3761 2390/2392 [============================>.] - ETA: 0s - loss: 654.5309 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:36 - loss: 631.5565 - logits_profile_predictions_loss: 624.6771 - logcount_predictions_loss: 0.3284 4/2392 [..............................] - ETA: 5:36 - loss: 630.1954 - logits_profile_predictions_loss: 623.3899 - logcount_predictions_loss: 0.3248 5/2392 [..............................] - ETA: 5:36 - loss: 629.5322 - logits_profile_predictions_loss: 622.6762 - logcount_predictions_loss: 0.3273 6/2392 [..............................] - ETA: 5:36 - loss: 631.6864 - logits_profile_predictions_loss: 624.8014 - logcount_predictions_loss: 0.3286 7/2392 [..............................] - ETA: 5:35 - loss: 633.1796 - logits_profile_predictions_loss: 626.2738 - logcount_predictions_loss: 0.3296 8/2392 [..............................] - ETA: 5:35 - loss: 634.7859 - logits_profile_predictions_loss: 627.8363 - logcount_predictions_loss: 0.3317 9/2392 [..............................] - ETA: 5:35 - loss: 636.5040 - logits_profile_predictions_loss: 629.5152 - logcount_predictions_loss: 0.3336 10/2392 [..............................] - ETA: 5:34 - loss: 637.7247 - logits_profile_predictions_loss: 630.6461 - logcount_predictions_loss: 0.3379 11/2392 [..............................] - ETA: 5:34 - loss: 638.9193 - logits_profile_predictions_loss: 631.7688 - logcount_predictions_loss: 0.3413 12/2392 [..............................] - ETA: 5:34 - loss: 639.7991 - logits_profile_predictions_loss: 632.5925 - logcount_predictions_loss: 0.3440 13/2392 [..............................] - ETA: 5:34 - loss: 640.4476 - logits_profile_predictions_loss: 633.1656 - logcount_predictions_loss: 0.3476 14/2392 [..............................] - ETA: 5:34 - loss: 641.5961 - logits_profile_predictions_loss: 634.2569 - logcount_predictions_loss: 0.3503 15/2392 [..............................] - ETA: 5:34 - loss: 642.3682 - logits_profile_predictions_loss: 634.9828 - logcount_predictions_loss: 0.3525 16/2392 [..............................] - ETA: 5:34 - loss: 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[..............................] - ETA: 5:32 - loss: 645.4420 - logits_profile_predictions_loss: 637.8047 - logcount_predictions_loss: 0.3645 24/2392 [..............................] - ETA: 5:32 - loss: 645.5859 - logits_profile_predictions_loss: 637.9329 - logcount_predictions_loss: 0.3653 25/2392 [..............................] - ETA: 5:32 - loss: 645.8248 - logits_profile_predictions_loss: 638.1576 - logcount_predictions_loss: 0.3660 26/2392 [..............................] - ETA: 5:32 - loss: 646.1071 - logits_profile_predictions_loss: 638.4252 - logcount_predictions_loss: 0.3667 27/2392 [..............................] - ETA: 5:32 - loss: 646.4590 - logits_profile_predictions_loss: 638.7617 - logcount_predictions_loss: 0.3674 28/2392 [..............................] - ETA: 5:32 - loss: 646.6865 - logits_profile_predictions_loss: 638.9752 - logcount_predictions_loss: 0.3681 29/2392 [..............................] - ETA: 5:32 - loss: 647.0095 - logits_profile_predictions_loss: 639.2836 - logcount_predictions_loss: 0.3688 30/2392 [..............................] - ETA: 5:31 - loss: 647.3940 - logits_profile_predictions_loss: 639.6558 - logcount_predictions_loss: 0.3694 31/2392 [..............................] - ETA: 5:31 - loss: 647.7455 - logits_profile_predictions_loss: 639.9955 - logcount_predictions_loss: 0.3699 32/2392 [..............................] - ETA: 5:31 - loss: 648.1378 - logits_profile_predictions_loss: 640.3758 - logcount_predictions_loss: 0.3705 33/2392 [..............................] - ETA: 5:31 - loss: 648.4889 - logits_profile_predictions_loss: 640.7137 - logcount_predictions_loss: 0.3711 34/2392 [..............................] - ETA: 5:31 - loss: 648.8144 - logits_profile_predictions_loss: 641.0282 - logcount_predictions_loss: 0.3717 35/2392 [..............................] - ETA: 5:31 - loss: 649.1557 - logits_profile_predictions_loss: 641.3587 - logcount_predictions_loss: 0.3722 36/2392 [..............................] - ETA: 5:30 - loss: 649.4368 - logits_profile_predictions_loss: 641.6291 - logcount_predictions_loss: 0.3727 37/2392 [..............................] - ETA: 5:30 - loss: 649.6333 - logits_profile_predictions_loss: 641.8171 - logcount_predictions_loss: 0.3731 38/2392 [..............................] - ETA: 5:30 - loss: 649.7841 - logits_profile_predictions_loss: 641.9588 - logcount_predictions_loss: 0.3735 39/2392 [..............................] - ETA: 5:30 - loss: 649.9383 - logits_profile_predictions_loss: 642.1054 - logcount_predictions_loss: 0.3739 40/2392 [..............................] - ETA: 5:30 - loss: 650.1124 - logits_profile_predictions_loss: 642.2703 - logcount_predictions_loss: 0.3743 41/2392 [..............................] - ETA: 5:30 - loss: 650.2830 - logits_profile_predictions_loss: 642.4323 - logcount_predictions_loss: 0.3747 42/2392 [..............................] - ETA: 5:30 - loss: 650.4082 - logits_profile_predictions_loss: 642.5494 - logcount_predictions_loss: 0.3751 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[..............................] - ETA: 5:27 - loss: 652.2046 - logits_profile_predictions_loss: 644.2551 - logcount_predictions_loss: 0.3795 57/2392 [..............................] - ETA: 5:27 - loss: 652.3069 - logits_profile_predictions_loss: 644.3518 - logcount_predictions_loss: 0.3797 58/2392 [..............................] - ETA: 5:27 - loss: 652.3845 - logits_profile_predictions_loss: 644.4232 - logcount_predictions_loss: 0.3800 59/2392 [..............................] - ETA: 5:27 - loss: 652.4589 - logits_profile_predictions_loss: 644.4925 - logcount_predictions_loss: 0.3803 60/2392 [..............................] - ETA: 5:27 - loss: 652.5148 - logits_profile_predictions_loss: 644.5431 - logcount_predictions_loss: 0.3805 61/2392 [..............................] - ETA: 5:27 - loss: 652.5799 - logits_profile_predictions_loss: 644.6037 - logcount_predictions_loss: 0.3807 62/2392 [..............................] - ETA: 5:27 - loss: 652.6397 - logits_profile_predictions_loss: 644.6593 - logcount_predictions_loss: 0.3809 63/2392 [..............................] - ETA: 5:26 - loss: 652.6858 - logits_profile_predictions_loss: 644.7016 - logcount_predictions_loss: 0.3811 64/2392 [..............................] - ETA: 5:26 - loss: 652.7219 - logits_profile_predictions_loss: 644.7339 - logcount_predictions_loss: 0.3813 65/2392 [..............................] - ETA: 5:26 - loss: 652.7341 - logits_profile_predictions_loss: 644.7427 - logcount_predictions_loss: 0.3815 66/2392 [..............................] - ETA: 5:26 - loss: 652.7335 - logits_profile_predictions_loss: 644.7390 - logcount_predictions_loss: 0.3816 67/2392 [..............................] - ETA: 5:26 - loss: 652.7385 - logits_profile_predictions_loss: 644.7414 - logcount_predictions_loss: 0.3817 68/2392 [..............................] - ETA: 5:26 - loss: 652.7403 - logits_profile_predictions_loss: 644.7405 - logcount_predictions_loss: 0.3818 69/2392 [..............................] - ETA: 5:26 - loss: 652.7550 - logits_profile_predictions_loss: 644.7507 - logcount_predictions_loss: 0.3821 70/2392 [..............................] - ETA: 5:25 - loss: 652.7785 - logits_profile_predictions_loss: 644.7701 - logcount_predictions_loss: 0.3823 71/2392 [..............................] - ETA: 5:25 - loss: 652.8157 - logits_profile_predictions_loss: 644.8033 - logcount_predictions_loss: 0.3824 72/2392 [..............................] - ETA: 5:25 - loss: 652.8378 - logits_profile_predictions_loss: 644.8223 - logcount_predictions_loss: 0.3826 73/2392 [..............................] - ETA: 5:25 - loss: 652.8642 - logits_profile_predictions_loss: 644.8453 - logcount_predictions_loss: 0.3828 74/2392 [..............................] - ETA: 5:25 - loss: 652.9063 - logits_profile_predictions_loss: 644.8844 - logcount_predictions_loss: 0.3829 75/2392 [..............................] - ETA: 5:25 - loss: 652.9538 - logits_profile_predictions_loss: 644.9287 - logcount_predictions_loss: 0.3831 76/2392 [..............................] - ETA: 5:25 - loss: 653.0036 - logits_profile_predictions_loss: 644.9755 - logcount_predictions_loss: 0.3832 77/2392 [..............................] - ETA: 5:24 - loss: 653.0480 - logits_profile_predictions_loss: 645.0170 - logcount_predictions_loss: 0.3833 78/2392 [..............................] - ETA: 5:24 - loss: 653.0847 - logits_profile_predictions_loss: 645.0513 - logcount_predictions_loss: 0.3835 79/2392 [..............................] - ETA: 5:24 - loss: 653.1138 - logits_profile_predictions_loss: 645.0782 - logcount_predictions_loss: 0.3836 80/2392 [>.............................] - ETA: 5:24 - loss: 653.1478 - logits_profile_predictions_loss: 645.1096 - logcount_predictions_loss: 0.3837 81/2392 [>.............................] - ETA: 5:24 - loss: 653.1799 - logits_profile_predictions_loss: 645.1397 - logcount_predictions_loss: 0.3838 82/2392 [>.............................] - ETA: 5:24 - loss: 653.2058 - 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[..............................] - ETA: 5:33 - loss: 648.8014 - logits_profile_predictions_loss: 641.0229 - logcount_predictions_loss: 0.3713 24/2392 [..............................] - ETA: 5:33 - loss: 648.3465 - logits_profile_predictions_loss: 640.5614 - logcount_predictions_loss: 0.3716 25/2392 [..............................] - ETA: 5:33 - loss: 647.8299 - logits_profile_predictions_loss: 640.0400 - logcount_predictions_loss: 0.3718 26/2392 [..............................] - ETA: 5:32 - loss: 647.3145 - logits_profile_predictions_loss: 639.5229 - logcount_predictions_loss: 0.3719 27/2392 [..............................] - ETA: 5:32 - loss: 646.8854 - logits_profile_predictions_loss: 639.0934 - logcount_predictions_loss: 0.3719 28/2392 [..............................] - ETA: 5:32 - loss: 646.5555 - logits_profile_predictions_loss: 638.7623 - logcount_predictions_loss: 0.3720 29/2392 [..............................] - ETA: 5:32 - loss: 646.3561 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:28 - loss: 644.4821 - logits_profile_predictions_loss: 636.7686 - logcount_predictions_loss: 0.3682 57/2392 [..............................] - ETA: 5:27 - loss: 644.4971 - logits_profile_predictions_loss: 636.7849 - logcount_predictions_loss: 0.3681 58/2392 [..............................] - ETA: 5:27 - loss: 644.5293 - logits_profile_predictions_loss: 636.8178 - logcount_predictions_loss: 0.3681 59/2392 [..............................] - ETA: 5:27 - loss: 644.5570 - logits_profile_predictions_loss: 636.8456 - logcount_predictions_loss: 0.3681 60/2392 [..............................] - ETA: 5:27 - loss: 644.5832 - logits_profile_predictions_loss: 636.8718 - logcount_predictions_loss: 0.3681 61/2392 [..............................] - ETA: 5:27 - loss: 644.6069 - logits_profile_predictions_loss: 636.8953 - logcount_predictions_loss: 0.3681 62/2392 [..............................] - ETA: 5:27 - loss: 644.6277 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:36 - loss: 650.2638 - logits_profile_predictions_loss: 642.8561 - logcount_predictions_loss: 0.3536 422/2392 [====>.........................] - ETA: 4:36 - loss: 650.2616 - logits_profile_predictions_loss: 642.8543 - logcount_predictions_loss: 0.3536 423/2392 [====>.........................] - ETA: 4:36 - loss: 650.2591 - logits_profile_predictions_loss: 642.8521 - logcount_predictions_loss: 0.3535 424/2392 [====>.........................] - ETA: 4:36 - loss: 650.2566 - logits_profile_predictions_loss: 642.8500 - logcount_predictions_loss: 0.3535 425/2392 [====>.........................] - ETA: 4:36 - loss: 650.2545 - logits_profile_predictions_loss: 642.8483 - logcount_predictions_loss: 0.3535 426/2392 [====>.........................] - ETA: 4:35 - loss: 650.2521 - logits_profile_predictions_loss: 642.8462 - logcount_predictions_loss: 0.3535 427/2392 [====>.........................] - ETA: 4:35 - loss: 650.2495 - 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[====>.........................] - ETA: 4:34 - loss: 650.2348 - logits_profile_predictions_loss: 642.8317 - logcount_predictions_loss: 0.3534 435/2392 [====>.........................] - ETA: 4:34 - loss: 650.2333 - logits_profile_predictions_loss: 642.8305 - logcount_predictions_loss: 0.3533 436/2392 [====>.........................] - ETA: 4:34 - loss: 650.2321 - logits_profile_predictions_loss: 642.8297 - logcount_predictions_loss: 0.3533 437/2392 [====>.........................] - ETA: 4:34 - loss: 650.2309 - logits_profile_predictions_loss: 642.8288 - logcount_predictions_loss: 0.3533 438/2392 [====>.........................] - ETA: 4:34 - loss: 650.2296 - logits_profile_predictions_loss: 642.8279 - logcount_predictions_loss: 0.3533 439/2392 [====>.........................] - ETA: 4:34 - loss: 650.2281 - logits_profile_predictions_loss: 642.8268 - logcount_predictions_loss: 0.3533 440/2392 [====>.........................] - ETA: 4:34 - loss: 650.2269 - 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[====>.........................] - ETA: 4:33 - loss: 650.2145 - logits_profile_predictions_loss: 642.8158 - logcount_predictions_loss: 0.3531 448/2392 [====>.........................] - ETA: 4:32 - loss: 650.2120 - logits_profile_predictions_loss: 642.8137 - logcount_predictions_loss: 0.3531 449/2392 [====>.........................] - ETA: 4:32 - loss: 650.2095 - logits_profile_predictions_loss: 642.8115 - logcount_predictions_loss: 0.3531 450/2392 [====>.........................] - ETA: 4:32 - loss: 650.2069 - logits_profile_predictions_loss: 642.8093 - logcount_predictions_loss: 0.3531 451/2392 [====>.........................] - ETA: 4:32 - loss: 650.2043 - logits_profile_predictions_loss: 642.8070 - logcount_predictions_loss: 0.3531 452/2392 [====>.........................] - ETA: 4:32 - loss: 650.2016 - logits_profile_predictions_loss: 642.8046 - logcount_predictions_loss: 0.3531 453/2392 [====>.........................] - ETA: 4:32 - loss: 650.1997 - logits_profile_predictions_loss: 642.8030 - logcount_predictions_loss: 0.3530 454/2392 [====>.........................] - ETA: 4:32 - loss: 650.1977 - logits_profile_predictions_loss: 642.8013 - logcount_predictions_loss: 0.3530 455/2392 [====>.........................] - ETA: 4:31 - loss: 650.1960 - logits_profile_predictions_loss: 642.7999 - logcount_predictions_loss: 0.3530 456/2392 [====>.........................] - ETA: 4:31 - loss: 650.1941 - logits_profile_predictions_loss: 642.7983 - logcount_predictions_loss: 0.3530 457/2392 [====>.........................] - ETA: 4:31 - loss: 650.1919 - logits_profile_predictions_loss: 642.7964 - logcount_predictions_loss: 0.3530 458/2392 [====>.........................] - ETA: 4:31 - loss: 650.1895 - logits_profile_predictions_loss: 642.7943 - logcount_predictions_loss: 0.3530 459/2392 [====>.........................] - ETA: 4:31 - loss: 650.1877 - logits_profile_predictions_loss: 642.7928 - logcount_predictions_loss: 0.3530 460/2392 [====>.........................] - ETA: 4:31 - loss: 650.1865 - logits_profile_predictions_loss: 642.7918 - logcount_predictions_loss: 0.3530 461/2392 [====>.........................] - ETA: 4:31 - loss: 650.1854 - logits_profile_predictions_loss: 642.7909 - logcount_predictions_loss: 0.3529 462/2392 [====>.........................] - ETA: 4:30 - loss: 650.1841 - logits_profile_predictions_loss: 642.7899 - logcount_predictions_loss: 0.3529 463/2392 [====>.........................] - ETA: 4:30 - loss: 650.1827 - logits_profile_predictions_loss: 642.7888 - logcount_predictions_loss: 0.3529 464/2392 [====>.........................] - ETA: 4:30 - loss: 650.1813 - logits_profile_predictions_loss: 642.7875 - logcount_predictions_loss: 0.3529 465/2392 [====>.........................] - ETA: 4:30 - loss: 650.1799 - logits_profile_predictions_loss: 642.7864 - logcount_predictions_loss: 0.3529 466/2392 [====>.........................] - ETA: 4:30 - loss: 650.1783 - 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[====>.........................] - ETA: 4:29 - loss: 650.1668 - logits_profile_predictions_loss: 642.7751 - logcount_predictions_loss: 0.3528 474/2392 [====>.........................] - ETA: 4:29 - loss: 650.1646 - logits_profile_predictions_loss: 642.7731 - logcount_predictions_loss: 0.3528 475/2392 [====>.........................] - ETA: 4:29 - loss: 650.1620 - logits_profile_predictions_loss: 642.7706 - logcount_predictions_loss: 0.3528 476/2392 [====>.........................] - ETA: 4:28 - loss: 650.1593 - logits_profile_predictions_loss: 642.7681 - logcount_predictions_loss: 0.3528 477/2392 [====>.........................] - ETA: 4:28 - loss: 650.1568 - logits_profile_predictions_loss: 642.7658 - logcount_predictions_loss: 0.3528 478/2392 [====>.........................] - ETA: 4:28 - loss: 650.1540 - logits_profile_predictions_loss: 642.7632 - logcount_predictions_loss: 0.3528 479/2392 [=====>........................] - ETA: 4:28 - loss: 650.1508 - logits_profile_predictions_loss: 642.7602 - logcount_predictions_loss: 0.3528 480/2392 [=====>........................] - ETA: 4:28 - loss: 650.1476 - logits_profile_predictions_loss: 642.7572 - logcount_predictions_loss: 0.3528 481/2392 [=====>........................] - ETA: 4:28 - loss: 650.1445 - logits_profile_predictions_loss: 642.7542 - logcount_predictions_loss: 0.3527 482/2392 [=====>........................] - ETA: 4:28 - loss: 650.1417 - logits_profile_predictions_loss: 642.7516 - logcount_predictions_loss: 0.3527 483/2392 [=====>........................] - ETA: 4:27 - loss: 650.1390 - logits_profile_predictions_loss: 642.7491 - logcount_predictions_loss: 0.3527 484/2392 [=====>........................] - ETA: 4:27 - loss: 650.1364 - logits_profile_predictions_loss: 642.7467 - logcount_predictions_loss: 0.3527 485/2392 [=====>........................] - ETA: 4:27 - loss: 650.1334 - logits_profile_predictions_loss: 642.7438 - logcount_predictions_loss: 0.3527 486/2392 [=====>........................] - ETA: 4:27 - loss: 650.1304 - logits_profile_predictions_loss: 642.7409 - logcount_predictions_loss: 0.3527 487/2392 [=====>........................] - ETA: 4:27 - loss: 650.1273 - logits_profile_predictions_loss: 642.7381 - logcount_predictions_loss: 0.3527 488/2392 [=====>........................] - ETA: 4:27 - loss: 650.1244 - logits_profile_predictions_loss: 642.7353 - logcount_predictions_loss: 0.3527 489/2392 [=====>........................] - ETA: 4:27 - loss: 650.1214 - logits_profile_predictions_loss: 642.7325 - logcount_predictions_loss: 0.3527 490/2392 [=====>........................] - ETA: 4:26 - loss: 650.1182 - logits_profile_predictions_loss: 642.7294 - logcount_predictions_loss: 0.3527 491/2392 [=====>........................] - ETA: 4:26 - loss: 650.1147 - logits_profile_predictions_loss: 642.7260 - logcount_predictions_loss: 0.3527 492/2392 [=====>........................] - ETA: 4:26 - loss: 650.1111 - logits_profile_predictions_loss: 642.7226 - logcount_predictions_loss: 0.3527 493/2392 [=====>........................] - ETA: 4:26 - loss: 650.1072 - logits_profile_predictions_loss: 642.7188 - logcount_predictions_loss: 0.3527 494/2392 [=====>........................] - ETA: 4:26 - loss: 650.1030 - logits_profile_predictions_loss: 642.7148 - logcount_predictions_loss: 0.3526 495/2392 [=====>........................] - ETA: 4:26 - loss: 650.0986 - logits_profile_predictions_loss: 642.7106 - logcount_predictions_loss: 0.3526 496/2392 [=====>........................] - ETA: 4:26 - loss: 650.0944 - logits_profile_predictions_loss: 642.7065 - logcount_predictions_loss: 0.3526 497/2392 [=====>........................] - ETA: 4:26 - loss: 650.0900 - logits_profile_predictions_loss: 642.7022 - logcount_predictions_loss: 0.3526 498/2392 [=====>........................] - ETA: 4:25 - loss: 650.0856 - logits_profile_predictions_loss: 642.6979 - logcount_predictions_loss: 0.3526 499/2392 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[============================>.] - ETA: 0s - loss: 648.9546 - logits_profile_predictions_loss: 641.5843 - logcount_predictions_loss: 0.3518 2386/2392 [============================>.] - ETA: 0s - loss: 648.9549 - logits_profile_predictions_loss: 641.5846 - logcount_predictions_loss: 0.3518 2387/2392 [============================>.] - ETA: 0s - loss: 648.9552 - logits_profile_predictions_loss: 641.5850 - logcount_predictions_loss: 0.3518 2388/2392 [============================>.] - ETA: 0s - loss: 648.9556 - logits_profile_predictions_loss: 641.5853 - logcount_predictions_loss: 0.3518 2389/2392 [============================>.] - ETA: 0s - loss: 648.9559 - logits_profile_predictions_loss: 641.5857 - logcount_predictions_loss: 0.3518 2390/2392 [============================>.] - ETA: 0s - loss: 648.9563 - logits_profile_predictions_loss: 641.5860 - logcount_predictions_loss: 0.3518 2391/2392 [============================>.] - ETA: 0s - loss: 648.9566 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:36 - loss: 564.3749 - logits_profile_predictions_loss: 557.4382 - logcount_predictions_loss: 0.3311 5/2392 [..............................] - ETA: 5:35 - loss: 567.2562 - logits_profile_predictions_loss: 560.1956 - logcount_predictions_loss: 0.3370 6/2392 [..............................] - ETA: 5:34 - loss: 572.1699 - logits_profile_predictions_loss: 565.0943 - logcount_predictions_loss: 0.3377 7/2392 [..............................] - ETA: 5:34 - loss: 575.3428 - logits_profile_predictions_loss: 568.2456 - logcount_predictions_loss: 0.3388 8/2392 [..............................] - ETA: 5:34 - loss: 578.4885 - logits_profile_predictions_loss: 571.3616 - logcount_predictions_loss: 0.3402 9/2392 [..............................] - ETA: 5:34 - loss: 581.6799 - logits_profile_predictions_loss: 574.5327 - logcount_predictions_loss: 0.3412 10/2392 [..............................] - ETA: 5:34 - loss: 584.9131 - logits_profile_predictions_loss: 577.7386 - logcount_predictions_loss: 0.3425 11/2392 [..............................] - ETA: 5:34 - loss: 587.5571 - logits_profile_predictions_loss: 580.3429 - logcount_predictions_loss: 0.3444 12/2392 [..............................] - ETA: 5:33 - loss: 590.1808 - logits_profile_predictions_loss: 582.9422 - logcount_predictions_loss: 0.3455 13/2392 [..............................] - ETA: 5:33 - loss: 591.8440 - logits_profile_predictions_loss: 584.6069 - logcount_predictions_loss: 0.3454 14/2392 [..............................] - ETA: 5:33 - loss: 592.8272 - logits_profile_predictions_loss: 585.5990 - logcount_predictions_loss: 0.3450 15/2392 [..............................] - ETA: 5:33 - loss: 593.8208 - logits_profile_predictions_loss: 586.5970 - logcount_predictions_loss: 0.3448 16/2392 [..............................] - ETA: 5:33 - loss: 594.7451 - logits_profile_predictions_loss: 587.5330 - logcount_predictions_loss: 0.3443 17/2392 [..............................] - ETA: 5:33 - loss: 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[..............................] - ETA: 5:32 - loss: 601.5899 - logits_profile_predictions_loss: 594.4414 - logcount_predictions_loss: 0.3412 25/2392 [..............................] - ETA: 5:31 - loss: 602.1939 - logits_profile_predictions_loss: 595.0552 - logcount_predictions_loss: 0.3407 26/2392 [..............................] - ETA: 5:31 - loss: 602.7218 - logits_profile_predictions_loss: 595.5914 - logcount_predictions_loss: 0.3404 27/2392 [..............................] - ETA: 5:31 - loss: 603.3249 - logits_profile_predictions_loss: 596.2006 - logcount_predictions_loss: 0.3401 28/2392 [..............................] - ETA: 5:31 - loss: 603.9541 - logits_profile_predictions_loss: 596.8320 - logcount_predictions_loss: 0.3400 29/2392 [..............................] - ETA: 5:31 - loss: 604.5420 - logits_profile_predictions_loss: 597.4203 - logcount_predictions_loss: 0.3399 30/2392 [..............................] - ETA: 5:31 - loss: 605.0814 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:27 - loss: 615.6934 - logits_profile_predictions_loss: 608.5674 - logcount_predictions_loss: 0.3401 58/2392 [..............................] - ETA: 5:27 - loss: 616.0056 - logits_profile_predictions_loss: 608.8778 - logcount_predictions_loss: 0.3402 59/2392 [..............................] - ETA: 5:27 - loss: 616.3177 - logits_profile_predictions_loss: 609.1884 - logcount_predictions_loss: 0.3403 60/2392 [..............................] - ETA: 5:27 - loss: 616.6292 - logits_profile_predictions_loss: 609.4985 - logcount_predictions_loss: 0.3404 61/2392 [..............................] - ETA: 5:27 - loss: 616.9207 - logits_profile_predictions_loss: 609.7890 - logcount_predictions_loss: 0.3404 62/2392 [..............................] - ETA: 5:26 - loss: 617.2128 - logits_profile_predictions_loss: 610.0799 - logcount_predictions_loss: 0.3405 63/2392 [..............................] - ETA: 5:26 - loss: 617.4809 - logits_profile_predictions_loss: 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loss: 619.2279 - logits_profile_predictions_loss: 612.0830 - logcount_predictions_loss: 0.3410 71/2392 [..............................] - ETA: 5:25 - loss: 619.4831 - logits_profile_predictions_loss: 612.3370 - logcount_predictions_loss: 0.3411 72/2392 [..............................] - ETA: 5:25 - loss: 619.7301 - logits_profile_predictions_loss: 612.5833 - logcount_predictions_loss: 0.3411 73/2392 [..............................] - ETA: 5:25 - loss: 619.9632 - logits_profile_predictions_loss: 612.8153 - logcount_predictions_loss: 0.3412 74/2392 [..............................] - ETA: 5:25 - loss: 620.1923 - logits_profile_predictions_loss: 613.0434 - logcount_predictions_loss: 0.3412 75/2392 [..............................] - ETA: 5:25 - loss: 620.4066 - logits_profile_predictions_loss: 613.2569 - logcount_predictions_loss: 0.3413 76/2392 [..............................] - ETA: 5:24 - loss: 620.6138 - logits_profile_predictions_loss: 613.4629 - logcount_predictions_loss: 0.3413 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logits_profile_predictions_loss: 614.9565 - logcount_predictions_loss: 0.3417 84/2392 [>.............................] - ETA: 5:23 - loss: 622.3125 - logits_profile_predictions_loss: 615.1526 - logcount_predictions_loss: 0.3418 85/2392 [>.............................] - ETA: 5:23 - loss: 622.5006 - logits_profile_predictions_loss: 615.3395 - logcount_predictions_loss: 0.3418 86/2392 [>.............................] - ETA: 5:23 - loss: 622.6919 - logits_profile_predictions_loss: 615.5294 - logcount_predictions_loss: 0.3419 87/2392 [>.............................] - ETA: 5:23 - loss: 622.8803 - logits_profile_predictions_loss: 615.7162 - logcount_predictions_loss: 0.3420 88/2392 [>.............................] - ETA: 5:23 - loss: 623.0671 - logits_profile_predictions_loss: 615.9014 - logcount_predictions_loss: 0.3420 89/2392 [>.............................] - ETA: 5:23 - loss: 623.2645 - logits_profile_predictions_loss: 616.0969 - logcount_predictions_loss: 0.3421 90/2392 [>.............................] - ETA: 5:22 - loss: 623.4649 - logits_profile_predictions_loss: 616.2953 - logcount_predictions_loss: 0.3422 91/2392 [>.............................] - ETA: 5:22 - loss: 623.6560 - logits_profile_predictions_loss: 616.4843 - logcount_predictions_loss: 0.3423 92/2392 [>.............................] - ETA: 5:22 - loss: 623.8445 - logits_profile_predictions_loss: 616.6705 - logcount_predictions_loss: 0.3424 93/2392 [>.............................] - ETA: 5:22 - loss: 624.0404 - logits_profile_predictions_loss: 616.8644 - logcount_predictions_loss: 0.3425 94/2392 [>.............................] - ETA: 5:22 - loss: 624.2260 - logits_profile_predictions_loss: 617.0481 - logcount_predictions_loss: 0.3426 95/2392 [>.............................] - ETA: 5:22 - loss: 624.4032 - logits_profile_predictions_loss: 617.2236 - logcount_predictions_loss: 0.3427 96/2392 [>.............................] - ETA: 5:22 - loss: 624.5814 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 645.8456 - logits_profile_predictions_loss: 638.6285 - logcount_predictions_loss: 0.3445 2387/2392 [============================>.] - ETA: 0s - loss: 645.8464 - logits_profile_predictions_loss: 638.6293 - logcount_predictions_loss: 0.3445 2388/2392 [============================>.] - ETA: 0s - loss: 645.8472 - logits_profile_predictions_loss: 638.6301 - logcount_predictions_loss: 0.3445 2389/2392 [============================>.] - ETA: 0s - loss: 645.8480 - logits_profile_predictions_loss: 638.6309 - logcount_predictions_loss: 0.3445 2390/2392 [============================>.] - ETA: 0s - loss: 645.8488 - logits_profile_predictions_loss: 638.6317 - logcount_predictions_loss: 0.3445 2391/2392 [============================>.] - ETA: 0s - loss: 645.8496 - logits_profile_predictions_loss: 638.6325 - logcount_predictions_loss: 0.3445 2392/2392 [==============================] - ETA: 0s - loss: 645.8505 - logits_profile_predictions_loss: 638.6333 - logcount_predictions_loss: 0.3445 2392/2392 [==============================] - 356s 149ms/step - loss: 645.8513 - logits_profile_predictions_loss: 638.6341 - logcount_predictions_loss: 0.3445 - val_loss: 791.3521 - val_logits_profile_predictions_loss: 783.0787 - val_logcount_predictions_loss: 0.3949 Epoch 00012: val_loss did not improve from 780.99567 Epoch 13/50 1/2392 [..............................] - ETA: 6:41 - loss: 650.9943 - logits_profile_predictions_loss: 643.8134 - logcount_predictions_loss: 0.3428 2/2392 [..............................] - ETA: 5:54 - loss: 647.3894 - logits_profile_predictions_loss: 639.8422 - logcount_predictions_loss: 0.3603 3/2392 [..............................] - ETA: 5:44 - loss: 654.2484 - logits_profile_predictions_loss: 646.6236 - logcount_predictions_loss: 0.3640 4/2392 [..............................] - ETA: 5:40 - loss: 658.1255 - logits_profile_predictions_loss: 650.3224 - logcount_predictions_loss: 0.3725 5/2392 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25/2392 [..............................] - ETA: 5:32 - loss: 654.3442 - logits_profile_predictions_loss: 646.3066 - logcount_predictions_loss: 0.3837 26/2392 [..............................] - ETA: 5:32 - loss: 653.8424 - logits_profile_predictions_loss: 645.8220 - logcount_predictions_loss: 0.3828 27/2392 [..............................] - ETA: 5:32 - loss: 653.5025 - logits_profile_predictions_loss: 645.4988 - logcount_predictions_loss: 0.3820 28/2392 [..............................] - ETA: 5:32 - loss: 653.2051 - logits_profile_predictions_loss: 645.2197 - logcount_predictions_loss: 0.3812 29/2392 [..............................] - ETA: 5:32 - loss: 653.0552 - logits_profile_predictions_loss: 645.0876 - logcount_predictions_loss: 0.3803 30/2392 [..............................] - ETA: 5:32 - loss: 652.9345 - logits_profile_predictions_loss: 644.9839 - logcount_predictions_loss: 0.3795 31/2392 [..............................] - ETA: 5:31 - loss: 652.8458 - 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[..............................] - ETA: 5:30 - loss: 652.1957 - logits_profile_predictions_loss: 644.3752 - logcount_predictions_loss: 0.3733 39/2392 [..............................] - ETA: 5:30 - loss: 652.0607 - logits_profile_predictions_loss: 644.2534 - logcount_predictions_loss: 0.3727 40/2392 [..............................] - ETA: 5:30 - loss: 651.9278 - logits_profile_predictions_loss: 644.1332 - logcount_predictions_loss: 0.3721 41/2392 [..............................] - ETA: 5:30 - loss: 651.7999 - logits_profile_predictions_loss: 644.0176 - logcount_predictions_loss: 0.3715 42/2392 [..............................] - ETA: 5:30 - loss: 651.6744 - logits_profile_predictions_loss: 643.9032 - logcount_predictions_loss: 0.3709 43/2392 [..............................] - ETA: 5:30 - loss: 651.5730 - logits_profile_predictions_loss: 643.8131 - logcount_predictions_loss: 0.3704 44/2392 [..............................] - ETA: 5:30 - loss: 651.4526 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:25 - loss: 649.8618 - logits_profile_predictions_loss: 642.2777 - logcount_predictions_loss: 0.3620 72/2392 [..............................] - ETA: 5:25 - loss: 649.8042 - logits_profile_predictions_loss: 642.2243 - logcount_predictions_loss: 0.3618 73/2392 [..............................] - ETA: 5:25 - loss: 649.7384 - logits_profile_predictions_loss: 642.1623 - logcount_predictions_loss: 0.3616 74/2392 [..............................] - ETA: 5:25 - loss: 649.6991 - logits_profile_predictions_loss: 642.1268 - logcount_predictions_loss: 0.3615 75/2392 [..............................] - ETA: 5:25 - loss: 649.6397 - logits_profile_predictions_loss: 642.0709 - logcount_predictions_loss: 0.3613 76/2392 [..............................] - ETA: 5:25 - loss: 649.5739 - logits_profile_predictions_loss: 642.0088 - logcount_predictions_loss: 0.3611 77/2392 [..............................] - ETA: 5:25 - loss: 649.5092 - logits_profile_predictions_loss: 641.9475 - logcount_predictions_loss: 0.3609 78/2392 [..............................] - ETA: 5:24 - loss: 649.4676 - logits_profile_predictions_loss: 641.9093 - logcount_predictions_loss: 0.3608 79/2392 [..............................] - ETA: 5:24 - loss: 649.4179 - logits_profile_predictions_loss: 641.8631 - logcount_predictions_loss: 0.3606 80/2392 [>.............................] - ETA: 5:24 - loss: 649.3564 - logits_profile_predictions_loss: 641.8051 - logcount_predictions_loss: 0.3605 81/2392 [>.............................] - ETA: 5:24 - loss: 649.2983 - logits_profile_predictions_loss: 641.7500 - logcount_predictions_loss: 0.3603 82/2392 [>.............................] - ETA: 5:24 - loss: 649.2341 - logits_profile_predictions_loss: 641.6889 - logcount_predictions_loss: 0.3602 83/2392 [>.............................] - ETA: 5:24 - loss: 649.1826 - logits_profile_predictions_loss: 641.6408 - logcount_predictions_loss: 0.3600 84/2392 [>.............................] - ETA: 5:24 - 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[>.............................] - ETA: 5:21 - loss: 648.0225 - logits_profile_predictions_loss: 640.5400 - logcount_predictions_loss: 0.3572 105/2392 [>.............................] - ETA: 5:21 - loss: 648.0012 - logits_profile_predictions_loss: 640.5208 - logcount_predictions_loss: 0.3571 106/2392 [>.............................] - ETA: 5:20 - loss: 647.9843 - logits_profile_predictions_loss: 640.5057 - logcount_predictions_loss: 0.3570 107/2392 [>.............................] - ETA: 5:20 - loss: 647.9591 - logits_profile_predictions_loss: 640.4824 - logcount_predictions_loss: 0.3569 108/2392 [>.............................] - ETA: 5:20 - loss: 647.9333 - logits_profile_predictions_loss: 640.4586 - logcount_predictions_loss: 0.3568 109/2392 [>.............................] - ETA: 5:20 - loss: 647.9009 - logits_profile_predictions_loss: 640.4281 - logcount_predictions_loss: 0.3567 110/2392 [>.............................] - ETA: 5:20 - loss: 647.8801 - 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[>.............................] - ETA: 5:19 - loss: 647.7884 - logits_profile_predictions_loss: 640.3302 - logcount_predictions_loss: 0.3560 118/2392 [>.............................] - ETA: 5:19 - loss: 647.7706 - logits_profile_predictions_loss: 640.3140 - logcount_predictions_loss: 0.3559 119/2392 [>.............................] - ETA: 5:18 - loss: 647.7539 - logits_profile_predictions_loss: 640.2989 - logcount_predictions_loss: 0.3558 120/2392 [>.............................] - ETA: 5:18 - loss: 647.7377 - logits_profile_predictions_loss: 640.2841 - logcount_predictions_loss: 0.3558 121/2392 [>.............................] - ETA: 5:18 - loss: 647.7202 - logits_profile_predictions_loss: 640.2682 - logcount_predictions_loss: 0.3557 122/2392 [>.............................] - ETA: 5:18 - loss: 647.7033 - logits_profile_predictions_loss: 640.2527 - logcount_predictions_loss: 0.3556 123/2392 [>.............................] - ETA: 5:18 - loss: 647.6857 - logits_profile_predictions_loss: 640.2362 - logcount_predictions_loss: 0.3556 124/2392 [>.............................] - ETA: 5:18 - loss: 647.6682 - logits_profile_predictions_loss: 640.2199 - logcount_predictions_loss: 0.3555 125/2392 [>.............................] - ETA: 5:18 - loss: 647.6483 - logits_profile_predictions_loss: 640.2011 - logcount_predictions_loss: 0.3555 126/2392 [>.............................] - ETA: 5:18 - loss: 647.6323 - logits_profile_predictions_loss: 640.1861 - logcount_predictions_loss: 0.3554 127/2392 [>.............................] - ETA: 5:17 - loss: 647.6181 - logits_profile_predictions_loss: 640.1730 - logcount_predictions_loss: 0.3554 128/2392 [>.............................] - ETA: 5:17 - loss: 647.6037 - logits_profile_predictions_loss: 640.1598 - logcount_predictions_loss: 0.3553 129/2392 [>.............................] - ETA: 5:17 - loss: 647.5938 - logits_profile_predictions_loss: 640.1511 - logcount_predictions_loss: 0.3553 130/2392 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[==============================] - 356s 149ms/step - loss: 646.4767 - logits_profile_predictions_loss: 639.3547 - logcount_predictions_loss: 0.3400 - val_loss: 792.2941 - val_logits_profile_predictions_loss: 784.3641 - val_logcount_predictions_loss: 0.3785 Epoch 00013: val_loss did not improve from 780.99567 Epoch 14/50 1/2392 [..............................] - ETA: 6:48 - loss: 634.4063 - logits_profile_predictions_loss: 629.0093 - logcount_predictions_loss: 0.2576 2/2392 [..............................] - ETA: 5:35 - loss: 623.8386 - logits_profile_predictions_loss: 618.1855 - logcount_predictions_loss: 0.2698 3/2392 [..............................] - ETA: 5:34 - loss: 614.3666 - logits_profile_predictions_loss: 608.2828 - logcount_predictions_loss: 0.2904 4/2392 [..............................] - ETA: 5:35 - loss: 616.5854 - logits_profile_predictions_loss: 610.2249 - logcount_predictions_loss: 0.3036 5/2392 [..............................] - ETA: 5:34 - loss: 615.8966 - 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[..............................] - ETA: 5:33 - loss: 623.3763 - logits_profile_predictions_loss: 616.4185 - logcount_predictions_loss: 0.3321 13/2392 [..............................] - ETA: 5:33 - loss: 624.3804 - logits_profile_predictions_loss: 617.4072 - logcount_predictions_loss: 0.3329 14/2392 [..............................] - ETA: 5:33 - loss: 624.9841 - logits_profile_predictions_loss: 618.0009 - logcount_predictions_loss: 0.3333 15/2392 [..............................] - ETA: 5:33 - loss: 625.5860 - logits_profile_predictions_loss: 618.5794 - logcount_predictions_loss: 0.3344 16/2392 [..............................] - ETA: 5:33 - loss: 626.2930 - logits_profile_predictions_loss: 619.2703 - logcount_predictions_loss: 0.3352 17/2392 [..............................] - ETA: 5:33 - loss: 626.9909 - logits_profile_predictions_loss: 619.9587 - logcount_predictions_loss: 0.3357 18/2392 [..............................] - ETA: 5:33 - loss: 627.4901 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 4:49 - loss: 638.1731 - logits_profile_predictions_loss: 631.2978 - logcount_predictions_loss: 0.3282 320/2392 [===>..........................] - ETA: 4:49 - loss: 638.1748 - logits_profile_predictions_loss: 631.3003 - logcount_predictions_loss: 0.3281 321/2392 [===>..........................] - ETA: 4:49 - loss: 638.1761 - logits_profile_predictions_loss: 631.3024 - logcount_predictions_loss: 0.3281 322/2392 [===>..........................] - ETA: 4:48 - loss: 638.1770 - logits_profile_predictions_loss: 631.3041 - logcount_predictions_loss: 0.3281 323/2392 [===>..........................] - ETA: 4:48 - loss: 638.1779 - logits_profile_predictions_loss: 631.3058 - logcount_predictions_loss: 0.3280 324/2392 [===>..........................] - ETA: 4:48 - loss: 638.1798 - logits_profile_predictions_loss: 631.3084 - logcount_predictions_loss: 0.3280 325/2392 [===>..........................] - ETA: 4:48 - loss: 638.1825 - logits_profile_predictions_loss: 631.3118 - logcount_predictions_loss: 0.3280 326/2392 [===>..........................] - ETA: 4:48 - loss: 638.1860 - logits_profile_predictions_loss: 631.3161 - logcount_predictions_loss: 0.3279 327/2392 [===>..........................] - ETA: 4:48 - loss: 638.1897 - logits_profile_predictions_loss: 631.3205 - logcount_predictions_loss: 0.3279 328/2392 [===>..........................] - ETA: 4:48 - loss: 638.1938 - logits_profile_predictions_loss: 631.3252 - logcount_predictions_loss: 0.3279 329/2392 [===>..........................] - ETA: 4:47 - loss: 638.1987 - logits_profile_predictions_loss: 631.3308 - logcount_predictions_loss: 0.3278 330/2392 [===>..........................] - ETA: 4:47 - loss: 638.2035 - logits_profile_predictions_loss: 631.3363 - logcount_predictions_loss: 0.3278 331/2392 [===>..........................] - ETA: 4:47 - loss: 638.2077 - logits_profile_predictions_loss: 631.3413 - logcount_predictions_loss: 0.3278 332/2392 [===>..........................] - ETA: 4:47 - loss: 638.2114 - logits_profile_predictions_loss: 631.3457 - logcount_predictions_loss: 0.3277 333/2392 [===>..........................] - ETA: 4:47 - loss: 638.2146 - logits_profile_predictions_loss: 631.3496 - logcount_predictions_loss: 0.3277 334/2392 [===>..........................] - ETA: 4:47 - loss: 638.2182 - logits_profile_predictions_loss: 631.3539 - logcount_predictions_loss: 0.3277 335/2392 [===>..........................] - ETA: 4:47 - loss: 638.2221 - logits_profile_predictions_loss: 631.3585 - logcount_predictions_loss: 0.3276 336/2392 [===>..........................] - ETA: 4:46 - loss: 638.2260 - logits_profile_predictions_loss: 631.3632 - logcount_predictions_loss: 0.3276 337/2392 [===>..........................] - ETA: 4:46 - loss: 638.2297 - logits_profile_predictions_loss: 631.3675 - logcount_predictions_loss: 0.3276 338/2392 [===>..........................] - ETA: 4:46 - loss: 638.2333 - logits_profile_predictions_loss: 631.3719 - logcount_predictions_loss: 0.3275 339/2392 [===>..........................] - ETA: 4:46 - loss: 638.2373 - logits_profile_predictions_loss: 631.3765 - logcount_predictions_loss: 0.3275 340/2392 [===>..........................] - ETA: 4:46 - loss: 638.2409 - logits_profile_predictions_loss: 631.3808 - logcount_predictions_loss: 0.3275 341/2392 [===>..........................] - ETA: 4:46 - loss: 638.2440 - logits_profile_predictions_loss: 631.3847 - logcount_predictions_loss: 0.3274 342/2392 [===>..........................] - ETA: 4:45 - loss: 638.2464 - logits_profile_predictions_loss: 631.3878 - logcount_predictions_loss: 0.3274 343/2392 [===>..........................] - ETA: 4:45 - loss: 638.2485 - logits_profile_predictions_loss: 631.3906 - logcount_predictions_loss: 0.3274 344/2392 [===>..........................] - ETA: 4:45 - loss: 638.2500 - logits_profile_predictions_loss: 631.3928 - logcount_predictions_loss: 0.3273 345/2392 [===>..........................] - ETA: 4:45 - loss: 638.2523 - logits_profile_predictions_loss: 631.3957 - logcount_predictions_loss: 0.3273 346/2392 [===>..........................] - ETA: 4:45 - loss: 638.2548 - logits_profile_predictions_loss: 631.3989 - logcount_predictions_loss: 0.3273 347/2392 [===>..........................] - ETA: 4:45 - loss: 638.2573 - logits_profile_predictions_loss: 631.4022 - logcount_predictions_loss: 0.3272 348/2392 [===>..........................] - ETA: 4:45 - loss: 638.2609 - logits_profile_predictions_loss: 631.4065 - logcount_predictions_loss: 0.3272 349/2392 [===>..........................] - ETA: 4:44 - loss: 638.2653 - logits_profile_predictions_loss: 631.4115 - logcount_predictions_loss: 0.3272 350/2392 [===>..........................] - ETA: 4:44 - loss: 638.2701 - logits_profile_predictions_loss: 631.4170 - logcount_predictions_loss: 0.3271 351/2392 [===>..........................] - ETA: 4:44 - loss: 638.2750 - logits_profile_predictions_loss: 631.4225 - logcount_predictions_loss: 0.3271 352/2392 [===>..........................] - ETA: 4:44 - loss: 638.2800 - logits_profile_predictions_loss: 631.4283 - logcount_predictions_loss: 0.3271 353/2392 [===>..........................] - ETA: 4:44 - loss: 638.2851 - logits_profile_predictions_loss: 631.4342 - logcount_predictions_loss: 0.3270 354/2392 [===>..........................] - ETA: 4:44 - loss: 638.2906 - logits_profile_predictions_loss: 631.4403 - logcount_predictions_loss: 0.3270 355/2392 [===>..........................] - ETA: 4:44 - loss: 638.2956 - logits_profile_predictions_loss: 631.4460 - logcount_predictions_loss: 0.3270 356/2392 [===>..........................] - ETA: 4:43 - loss: 638.3001 - logits_profile_predictions_loss: 631.4513 - logcount_predictions_loss: 0.3269 357/2392 [===>..........................] - ETA: 4:43 - loss: 638.3046 - logits_profile_predictions_loss: 631.4565 - logcount_predictions_loss: 0.3269 358/2392 [===>..........................] - ETA: 4:43 - loss: 638.3095 - logits_profile_predictions_loss: 631.4622 - logcount_predictions_loss: 0.3269 359/2392 [===>..........................] - ETA: 4:43 - loss: 638.3140 - logits_profile_predictions_loss: 631.4673 - logcount_predictions_loss: 0.3268 360/2392 [===>..........................] - ETA: 4:43 - loss: 638.3193 - logits_profile_predictions_loss: 631.4733 - logcount_predictions_loss: 0.3268 361/2392 [===>..........................] - ETA: 4:43 - loss: 638.3239 - logits_profile_predictions_loss: 631.4787 - logcount_predictions_loss: 0.3268 362/2392 [===>..........................] - ETA: 4:43 - loss: 638.3285 - logits_profile_predictions_loss: 631.4839 - logcount_predictions_loss: 0.3267 363/2392 [===>..........................] - ETA: 4:42 - loss: 638.3327 - logits_profile_predictions_loss: 631.4888 - logcount_predictions_loss: 0.3267 364/2392 [===>..........................] - ETA: 4:42 - loss: 638.3373 - logits_profile_predictions_loss: 631.4941 - logcount_predictions_loss: 0.3267 365/2392 [===>..........................] - ETA: 4:42 - loss: 638.3418 - logits_profile_predictions_loss: 631.4993 - logcount_predictions_loss: 0.3266 366/2392 [===>..........................] - ETA: 4:42 - loss: 638.3465 - logits_profile_predictions_loss: 631.5046 - logcount_predictions_loss: 0.3266 367/2392 [===>..........................] - ETA: 4:42 - loss: 638.3513 - logits_profile_predictions_loss: 631.5101 - logcount_predictions_loss: 0.3266 368/2392 [===>..........................] - ETA: 4:42 - loss: 638.3553 - logits_profile_predictions_loss: 631.5148 - logcount_predictions_loss: 0.3265 369/2392 [===>..........................] - ETA: 4:42 - loss: 638.3592 - logits_profile_predictions_loss: 631.5194 - logcount_predictions_loss: 0.3265 370/2392 [===>..........................] - ETA: 4:41 - loss: 638.3632 - logits_profile_predictions_loss: 631.5241 - logcount_predictions_loss: 0.3265 371/2392 [===>..........................] - ETA: 4:41 - loss: 638.3674 - logits_profile_predictions_loss: 631.5290 - logcount_predictions_loss: 0.3264 372/2392 [===>..........................] - ETA: 4:41 - loss: 638.3714 - logits_profile_predictions_loss: 631.5336 - logcount_predictions_loss: 0.3264 373/2392 [===>..........................] - ETA: 4:41 - loss: 638.3756 - logits_profile_predictions_loss: 631.5385 - logcount_predictions_loss: 0.3264 374/2392 [===>..........................] - ETA: 4:41 - loss: 638.3799 - logits_profile_predictions_loss: 631.5434 - logcount_predictions_loss: 0.3263 375/2392 [===>..........................] - ETA: 4:41 - loss: 638.3840 - logits_profile_predictions_loss: 631.5482 - logcount_predictions_loss: 0.3263 376/2392 [===>..........................] - ETA: 4:41 - loss: 638.3887 - logits_profile_predictions_loss: 631.5536 - logcount_predictions_loss: 0.3263 377/2392 [===>..........................] - ETA: 4:40 - loss: 638.3935 - logits_profile_predictions_loss: 631.5590 - logcount_predictions_loss: 0.3262 378/2392 [===>..........................] - ETA: 4:40 - loss: 638.3984 - logits_profile_predictions_loss: 631.5646 - logcount_predictions_loss: 0.3262 379/2392 [===>..........................] - ETA: 4:40 - loss: 638.4033 - logits_profile_predictions_loss: 631.5702 - logcount_predictions_loss: 0.3262 380/2392 [===>..........................] - ETA: 4:40 - loss: 638.4079 - logits_profile_predictions_loss: 631.5755 - logcount_predictions_loss: 0.3261 381/2392 [===>..........................] - ETA: 4:40 - loss: 638.4128 - logits_profile_predictions_loss: 631.5810 - logcount_predictions_loss: 0.3261 382/2392 [===>..........................] - ETA: 4:40 - loss: 638.4179 - logits_profile_predictions_loss: 631.5867 - logcount_predictions_loss: 0.3261 383/2392 [===>..........................] - ETA: 4:40 - loss: 638.4232 - logits_profile_predictions_loss: 631.5927 - logcount_predictions_loss: 0.3260 384/2392 [===>..........................] - ETA: 4:39 - loss: 638.4284 - logits_profile_predictions_loss: 631.5985 - logcount_predictions_loss: 0.3260 385/2392 [===>..........................] - ETA: 4:39 - loss: 638.4332 - logits_profile_predictions_loss: 631.6038 - logcount_predictions_loss: 0.3260 386/2392 [===>..........................] - ETA: 4:39 - loss: 638.4378 - logits_profile_predictions_loss: 631.6090 - logcount_predictions_loss: 0.3260 387/2392 [===>..........................] - ETA: 4:39 - loss: 638.4421 - logits_profile_predictions_loss: 631.6139 - logcount_predictions_loss: 0.3259 388/2392 [===>..........................] - ETA: 4:39 - loss: 638.4466 - logits_profile_predictions_loss: 631.6190 - logcount_predictions_loss: 0.3259 389/2392 [===>..........................] - ETA: 4:39 - loss: 638.4506 - logits_profile_predictions_loss: 631.6235 - logcount_predictions_loss: 0.3259 390/2392 [===>..........................] - ETA: 4:39 - loss: 638.4543 - logits_profile_predictions_loss: 631.6278 - logcount_predictions_loss: 0.3259 391/2392 [===>..........................] - ETA: 4:39 - loss: 638.4578 - logits_profile_predictions_loss: 631.6318 - logcount_predictions_loss: 0.3258 392/2392 [===>..........................] - ETA: 4:38 - loss: 638.4607 - logits_profile_predictions_loss: 631.6354 - logcount_predictions_loss: 0.3258 393/2392 [===>..........................] - ETA: 4:38 - loss: 638.4641 - logits_profile_predictions_loss: 631.6393 - logcount_predictions_loss: 0.3258 394/2392 [===>..........................] - ETA: 4:38 - loss: 638.4681 - logits_profile_predictions_loss: 631.6439 - logcount_predictions_loss: 0.3257 395/2392 [===>..........................] - ETA: 4:38 - loss: 638.4722 - logits_profile_predictions_loss: 631.6485 - logcount_predictions_loss: 0.3257 396/2392 [===>..........................] - ETA: 4:38 - loss: 638.4761 - logits_profile_predictions_loss: 631.6530 - logcount_predictions_loss: 0.3257 397/2392 [===>..........................] - ETA: 4:38 - loss: 638.4801 - logits_profile_predictions_loss: 631.6576 - logcount_predictions_loss: 0.3257 398/2392 [===>..........................] - ETA: 4:38 - loss: 638.4833 - logits_profile_predictions_loss: 631.6613 - logcount_predictions_loss: 0.3256 399/2392 [====>.........................] - ETA: 4:37 - loss: 638.4867 - logits_profile_predictions_loss: 631.6653 - logcount_predictions_loss: 0.3256 400/2392 [====>.........................] - ETA: 4:37 - loss: 638.4902 - logits_profile_predictions_loss: 631.6693 - logcount_predictions_loss: 0.3256 401/2392 [====>.........................] - ETA: 4:37 - loss: 638.4940 - logits_profile_predictions_loss: 631.6737 - logcount_predictions_loss: 0.3256 402/2392 [====>.........................] - ETA: 4:37 - loss: 638.4979 - logits_profile_predictions_loss: 631.6781 - logcount_predictions_loss: 0.3255 403/2392 [====>.........................] - ETA: 4:37 - loss: 638.5021 - logits_profile_predictions_loss: 631.6829 - logcount_predictions_loss: 0.3255 404/2392 [====>.........................] - ETA: 4:37 - loss: 638.5063 - logits_profile_predictions_loss: 631.6876 - logcount_predictions_loss: 0.3255 405/2392 [====>.........................] - ETA: 4:37 - loss: 638.5101 - logits_profile_predictions_loss: 631.6920 - logcount_predictions_loss: 0.3255 406/2392 [====>.........................] - ETA: 4:36 - loss: 638.5135 - logits_profile_predictions_loss: 631.6960 - logcount_predictions_loss: 0.3254 407/2392 [====>.........................] - ETA: 4:36 - loss: 638.5171 - logits_profile_predictions_loss: 631.7002 - logcount_predictions_loss: 0.3254 408/2392 [====>.........................] - ETA: 4:36 - loss: 638.5206 - logits_profile_predictions_loss: 631.7043 - logcount_predictions_loss: 0.3254 409/2392 [====>.........................] - ETA: 4:36 - loss: 638.5246 - logits_profile_predictions_loss: 631.7090 - logcount_predictions_loss: 0.3253 410/2392 [====>.........................] - ETA: 4:36 - loss: 638.5286 - logits_profile_predictions_loss: 631.7135 - logcount_predictions_loss: 0.3253 411/2392 [====>.........................] - ETA: 4:36 - loss: 638.5327 - logits_profile_predictions_loss: 631.7182 - logcount_predictions_loss: 0.3253 412/2392 [====>.........................] - ETA: 4:36 - loss: 638.5370 - logits_profile_predictions_loss: 631.7230 - logcount_predictions_loss: 0.3253 413/2392 [====>.........................] - ETA: 4:35 - loss: 638.5408 - logits_profile_predictions_loss: 631.7274 - logcount_predictions_loss: 0.3252 414/2392 [====>.........................] - ETA: 4:35 - loss: 638.5445 - logits_profile_predictions_loss: 631.7317 - logcount_predictions_loss: 0.3252 415/2392 [====>.........................] - ETA: 4:35 - loss: 638.5490 - logits_profile_predictions_loss: 631.7367 - logcount_predictions_loss: 0.3252 416/2392 [====>.........................] - ETA: 4:35 - loss: 638.5534 - logits_profile_predictions_loss: 631.7417 - logcount_predictions_loss: 0.3252 417/2392 [====>.........................] - ETA: 4:35 - loss: 638.5582 - logits_profile_predictions_loss: 631.7470 - logcount_predictions_loss: 0.3251 418/2392 [====>.........................] - ETA: 4:35 - loss: 638.5636 - logits_profile_predictions_loss: 631.7530 - logcount_predictions_loss: 0.3251 419/2392 [====>.........................] - ETA: 4:35 - loss: 638.5685 - logits_profile_predictions_loss: 631.7585 - logcount_predictions_loss: 0.3251 420/2392 [====>.........................] - ETA: 4:34 - loss: 638.5739 - logits_profile_predictions_loss: 631.7644 - logcount_predictions_loss: 0.3250 421/2392 [====>.........................] - ETA: 4:34 - loss: 638.5794 - logits_profile_predictions_loss: 631.7706 - logcount_predictions_loss: 0.3250 422/2392 [====>.........................] - ETA: 4:34 - loss: 638.5854 - logits_profile_predictions_loss: 631.7772 - logcount_predictions_loss: 0.3250 423/2392 [====>.........................] - ETA: 4:34 - loss: 638.5912 - logits_profile_predictions_loss: 631.7835 - logcount_predictions_loss: 0.3250 424/2392 [====>.........................] - ETA: 4:34 - loss: 638.5968 - logits_profile_predictions_loss: 631.7897 - logcount_predictions_loss: 0.3249 425/2392 [====>.........................] - ETA: 4:34 - loss: 638.6022 - logits_profile_predictions_loss: 631.7956 - logcount_predictions_loss: 0.3249 426/2392 [====>.........................] - ETA: 4:34 - loss: 638.6074 - logits_profile_predictions_loss: 631.8014 - logcount_predictions_loss: 0.3249 427/2392 [====>.........................] - ETA: 4:34 - loss: 638.6132 - logits_profile_predictions_loss: 631.8078 - logcount_predictions_loss: 0.3249 428/2392 [====>.........................] - ETA: 4:33 - loss: 638.6192 - logits_profile_predictions_loss: 631.8143 - logcount_predictions_loss: 0.3248 429/2392 [====>.........................] - ETA: 4:33 - loss: 638.6251 - 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[====>.........................] - ETA: 4:27 - loss: 638.8436 - logits_profile_predictions_loss: 632.0612 - logcount_predictions_loss: 0.3238 476/2392 [====>.........................] - ETA: 4:27 - loss: 638.8482 - logits_profile_predictions_loss: 632.0663 - logcount_predictions_loss: 0.3237 477/2392 [====>.........................] - ETA: 4:26 - loss: 638.8529 - logits_profile_predictions_loss: 632.0714 - logcount_predictions_loss: 0.3237 478/2392 [====>.........................] - ETA: 4:26 - loss: 638.8575 - logits_profile_predictions_loss: 632.0764 - logcount_predictions_loss: 0.3237 479/2392 [=====>........................] - ETA: 4:26 - loss: 638.8623 - logits_profile_predictions_loss: 632.0818 - logcount_predictions_loss: 0.3237 480/2392 [=====>........................] - ETA: 4:26 - loss: 638.8671 - logits_profile_predictions_loss: 632.0870 - logcount_predictions_loss: 0.3236 481/2392 [=====>........................] - ETA: 4:26 - loss: 638.8719 - 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[=====>........................] - ETA: 4:25 - loss: 638.9033 - logits_profile_predictions_loss: 632.1268 - logcount_predictions_loss: 0.3235 489/2392 [=====>........................] - ETA: 4:25 - loss: 638.9072 - logits_profile_predictions_loss: 632.1312 - logcount_predictions_loss: 0.3234 490/2392 [=====>........................] - ETA: 4:25 - loss: 638.9110 - logits_profile_predictions_loss: 632.1354 - logcount_predictions_loss: 0.3234 491/2392 [=====>........................] - ETA: 4:25 - loss: 638.9148 - logits_profile_predictions_loss: 632.1397 - logcount_predictions_loss: 0.3234 492/2392 [=====>........................] - ETA: 4:24 - loss: 638.9187 - logits_profile_predictions_loss: 632.1441 - logcount_predictions_loss: 0.3234 493/2392 [=====>........................] - ETA: 4:24 - loss: 638.9226 - logits_profile_predictions_loss: 632.1484 - logcount_predictions_loss: 0.3234 494/2392 [=====>........................] - ETA: 4:24 - loss: 638.9263 - 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[=====>........................] - ETA: 4:23 - loss: 638.9507 - logits_profile_predictions_loss: 632.1802 - logcount_predictions_loss: 0.3232 502/2392 [=====>........................] - ETA: 4:23 - loss: 638.9541 - logits_profile_predictions_loss: 632.1840 - logcount_predictions_loss: 0.3232 503/2392 [=====>........................] - ETA: 4:23 - loss: 638.9577 - logits_profile_predictions_loss: 632.1881 - logcount_predictions_loss: 0.3231 504/2392 [=====>........................] - ETA: 4:23 - loss: 638.9610 - logits_profile_predictions_loss: 632.1919 - logcount_predictions_loss: 0.3231 505/2392 [=====>........................] - ETA: 4:23 - loss: 638.9645 - logits_profile_predictions_loss: 632.1958 - logcount_predictions_loss: 0.3231 506/2392 [=====>........................] - ETA: 4:22 - loss: 638.9681 - logits_profile_predictions_loss: 632.1998 - logcount_predictions_loss: 0.3231 507/2392 [=====>........................] - ETA: 4:22 - loss: 638.9713 - 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[=====>........................] - ETA: 4:21 - loss: 638.9940 - logits_profile_predictions_loss: 632.2294 - logcount_predictions_loss: 0.3229 515/2392 [=====>........................] - ETA: 4:21 - loss: 638.9976 - logits_profile_predictions_loss: 632.2335 - logcount_predictions_loss: 0.3229 516/2392 [=====>........................] - ETA: 4:21 - loss: 639.0016 - logits_profile_predictions_loss: 632.2379 - logcount_predictions_loss: 0.3229 517/2392 [=====>........................] - ETA: 4:21 - loss: 639.0056 - logits_profile_predictions_loss: 632.2424 - logcount_predictions_loss: 0.3228 518/2392 [=====>........................] - ETA: 4:21 - loss: 639.0098 - logits_profile_predictions_loss: 632.2470 - logcount_predictions_loss: 0.3228 519/2392 [=====>........................] - ETA: 4:21 - loss: 639.0139 - logits_profile_predictions_loss: 632.2516 - logcount_predictions_loss: 0.3228 520/2392 [=====>........................] - ETA: 4:21 - loss: 639.0177 - 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[=====>........................] - ETA: 4:20 - loss: 639.0448 - logits_profile_predictions_loss: 632.2862 - logcount_predictions_loss: 0.3226 528/2392 [=====>........................] - ETA: 4:19 - loss: 639.0488 - logits_profile_predictions_loss: 632.2907 - logcount_predictions_loss: 0.3226 529/2392 [=====>........................] - ETA: 4:19 - loss: 639.0529 - logits_profile_predictions_loss: 632.2953 - logcount_predictions_loss: 0.3226 530/2392 [=====>........................] - ETA: 4:19 - loss: 639.0572 - logits_profile_predictions_loss: 632.3000 - logcount_predictions_loss: 0.3226 531/2392 [=====>........................] - ETA: 4:19 - loss: 639.0616 - logits_profile_predictions_loss: 632.3048 - logcount_predictions_loss: 0.3225 532/2392 [=====>........................] - ETA: 4:19 - loss: 639.0662 - logits_profile_predictions_loss: 632.3099 - logcount_predictions_loss: 0.3225 533/2392 [=====>........................] - ETA: 4:19 - loss: 639.0707 - 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[=====>........................] - ETA: 4:18 - loss: 639.1024 - logits_profile_predictions_loss: 632.3495 - logcount_predictions_loss: 0.3223 541/2392 [=====>........................] - ETA: 4:18 - loss: 639.1065 - logits_profile_predictions_loss: 632.3540 - logcount_predictions_loss: 0.3223 542/2392 [=====>........................] - ETA: 4:17 - loss: 639.1105 - logits_profile_predictions_loss: 632.3584 - logcount_predictions_loss: 0.3223 543/2392 [=====>........................] - ETA: 4:17 - loss: 639.1144 - logits_profile_predictions_loss: 632.3627 - logcount_predictions_loss: 0.3223 544/2392 [=====>........................] - ETA: 4:17 - loss: 639.1184 - logits_profile_predictions_loss: 632.3671 - logcount_predictions_loss: 0.3223 545/2392 [=====>........................] - ETA: 4:17 - loss: 639.1224 - logits_profile_predictions_loss: 632.3715 - logcount_predictions_loss: 0.3222 546/2392 [=====>........................] - ETA: 4:17 - loss: 639.1263 - 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[=====>........................] - ETA: 4:16 - loss: 639.1532 - logits_profile_predictions_loss: 632.4055 - logcount_predictions_loss: 0.3221 554/2392 [=====>........................] - ETA: 4:16 - loss: 639.1568 - logits_profile_predictions_loss: 632.4095 - logcount_predictions_loss: 0.3221 555/2392 [=====>........................] - ETA: 4:16 - loss: 639.1604 - logits_profile_predictions_loss: 632.4135 - logcount_predictions_loss: 0.3221 556/2392 [=====>........................] - ETA: 4:15 - loss: 639.1637 - logits_profile_predictions_loss: 632.4171 - logcount_predictions_loss: 0.3220 557/2392 [=====>........................] - ETA: 4:15 - loss: 639.1670 - logits_profile_predictions_loss: 632.4209 - logcount_predictions_loss: 0.3220 558/2392 [=====>........................] - ETA: 4:15 - loss: 639.1704 - logits_profile_predictions_loss: 632.4246 - logcount_predictions_loss: 0.3220 559/2392 [======>.......................] - ETA: 4:15 - loss: 639.1740 - 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[============================>.] - ETA: 5s - loss: 638.5309 - logits_profile_predictions_loss: 632.0055 - logcount_predictions_loss: 0.3115 2355/2392 [============================>.] - ETA: 5s - loss: 638.5304 - logits_profile_predictions_loss: 632.0051 - logcount_predictions_loss: 0.3115 2356/2392 [============================>.] - ETA: 5s - loss: 638.5299 - logits_profile_predictions_loss: 632.0047 - logcount_predictions_loss: 0.3115 2357/2392 [============================>.] - ETA: 4s - loss: 638.5294 - logits_profile_predictions_loss: 632.0043 - logcount_predictions_loss: 0.3115 2358/2392 [============================>.] - ETA: 4s - loss: 638.5290 - logits_profile_predictions_loss: 632.0039 - logcount_predictions_loss: 0.3115 2359/2392 [============================>.] - ETA: 4s - loss: 638.5285 - logits_profile_predictions_loss: 632.0034 - logcount_predictions_loss: 0.3115 2360/2392 [============================>.] - ETA: 4s - loss: 638.5280 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 638.5145 - logits_profile_predictions_loss: 631.9910 - logcount_predictions_loss: 0.3114 2388/2392 [============================>.] - ETA: 0s - loss: 638.5140 - logits_profile_predictions_loss: 631.9905 - logcount_predictions_loss: 0.3114 2389/2392 [============================>.] - ETA: 0s - loss: 638.5135 - logits_profile_predictions_loss: 631.9901 - logcount_predictions_loss: 0.3114 2390/2392 [============================>.] - ETA: 0s - loss: 638.5130 - logits_profile_predictions_loss: 631.9896 - logcount_predictions_loss: 0.3114 2391/2392 [============================>.] - ETA: 0s - loss: 638.5125 - logits_profile_predictions_loss: 631.9892 - logcount_predictions_loss: 0.3114 2392/2392 [==============================] - ETA: 0s - loss: 638.5120 - logits_profile_predictions_loss: 631.9887 - logcount_predictions_loss: 0.3114 2392/2392 [==============================] - 352s 147ms/step - loss: 638.5115 - logits_profile_predictions_loss: 631.9883 - logcount_predictions_loss: 0.3114 - val_loss: 788.3345 - val_logits_profile_predictions_loss: 780.4360 - val_logcount_predictions_loss: 0.3770 Epoch 00014: val_loss did not improve from 780.99567 Epoch 15/50 1/2392 [..............................] - ETA: 6:37 - loss: 657.9246 - logits_profile_predictions_loss: 651.6833 - logcount_predictions_loss: 0.2979 2/2392 [..............................] - ETA: 5:42 - loss: 650.5578 - logits_profile_predictions_loss: 644.4420 - logcount_predictions_loss: 0.2919 3/2392 [..............................] - ETA: 5:37 - loss: 643.4640 - logits_profile_predictions_loss: 637.3029 - logcount_predictions_loss: 0.2941 4/2392 [..............................] - ETA: 5:35 - loss: 634.3020 - logits_profile_predictions_loss: 628.1562 - logcount_predictions_loss: 0.2933 5/2392 [..............................] - ETA: 5:33 - loss: 630.4487 - logits_profile_predictions_loss: 624.3363 - logcount_predictions_loss: 0.2918 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loss: 621.8819 - logits_profile_predictions_loss: 615.5018 - logcount_predictions_loss: 0.3045 20/2392 [..............................] - ETA: 5:29 - loss: 621.7454 - logits_profile_predictions_loss: 615.3536 - logcount_predictions_loss: 0.3051 21/2392 [..............................] - ETA: 5:29 - loss: 621.5017 - logits_profile_predictions_loss: 615.1018 - logcount_predictions_loss: 0.3055 22/2392 [..............................] - ETA: 5:29 - loss: 621.1149 - logits_profile_predictions_loss: 614.7074 - logcount_predictions_loss: 0.3058 23/2392 [..............................] - ETA: 5:28 - loss: 620.8540 - logits_profile_predictions_loss: 614.4422 - logcount_predictions_loss: 0.3060 24/2392 [..............................] - ETA: 5:28 - loss: 620.6817 - logits_profile_predictions_loss: 614.2668 - logcount_predictions_loss: 0.3062 25/2392 [..............................] - ETA: 5:28 - loss: 620.4168 - logits_profile_predictions_loss: 614.0021 - logcount_predictions_loss: 0.3062 26/2392 [..............................] - ETA: 5:28 - loss: 620.1632 - logits_profile_predictions_loss: 613.7448 - logcount_predictions_loss: 0.3064 27/2392 [..............................] - ETA: 5:28 - loss: 619.9158 - logits_profile_predictions_loss: 613.4941 - logcount_predictions_loss: 0.3065 28/2392 [..............................] - ETA: 5:28 - loss: 619.7129 - logits_profile_predictions_loss: 613.2894 - logcount_predictions_loss: 0.3066 29/2392 [..............................] - ETA: 5:28 - loss: 619.5404 - logits_profile_predictions_loss: 613.1159 - logcount_predictions_loss: 0.3067 30/2392 [..............................] - ETA: 5:27 - loss: 619.3612 - logits_profile_predictions_loss: 612.9390 - logcount_predictions_loss: 0.3065 31/2392 [..............................] - ETA: 5:27 - loss: 619.1946 - logits_profile_predictions_loss: 612.7752 - logcount_predictions_loss: 0.3064 32/2392 [..............................] - ETA: 5:27 - loss: 619.1414 - 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[===>..........................] - ETA: 4:44 - loss: 626.9582 - logits_profile_predictions_loss: 620.7461 - logcount_predictions_loss: 0.2965 340/2392 [===>..........................] - ETA: 4:44 - loss: 626.9649 - logits_profile_predictions_loss: 620.7534 - logcount_predictions_loss: 0.2965 341/2392 [===>..........................] - ETA: 4:44 - loss: 626.9718 - logits_profile_predictions_loss: 620.7607 - logcount_predictions_loss: 0.2965 342/2392 [===>..........................] - ETA: 4:44 - loss: 626.9788 - logits_profile_predictions_loss: 620.7682 - logcount_predictions_loss: 0.2965 343/2392 [===>..........................] - ETA: 4:44 - loss: 626.9853 - logits_profile_predictions_loss: 620.7752 - logcount_predictions_loss: 0.2964 344/2392 [===>..........................] - ETA: 4:44 - loss: 626.9914 - logits_profile_predictions_loss: 620.7818 - logcount_predictions_loss: 0.2964 345/2392 [===>..........................] - ETA: 4:43 - loss: 626.9979 - 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[===>..........................] - ETA: 4:42 - loss: 627.0443 - logits_profile_predictions_loss: 620.8383 - logcount_predictions_loss: 0.2962 353/2392 [===>..........................] - ETA: 4:42 - loss: 627.0504 - logits_profile_predictions_loss: 620.8449 - logcount_predictions_loss: 0.2962 354/2392 [===>..........................] - ETA: 4:42 - loss: 627.0563 - logits_profile_predictions_loss: 620.8512 - logcount_predictions_loss: 0.2962 355/2392 [===>..........................] - ETA: 4:42 - loss: 627.0628 - logits_profile_predictions_loss: 620.8582 - logcount_predictions_loss: 0.2962 356/2392 [===>..........................] - ETA: 4:42 - loss: 627.0694 - logits_profile_predictions_loss: 620.8653 - logcount_predictions_loss: 0.2961 357/2392 [===>..........................] - ETA: 4:42 - loss: 627.0766 - logits_profile_predictions_loss: 620.8729 - logcount_predictions_loss: 0.2961 358/2392 [===>..........................] - ETA: 4:42 - loss: 627.0833 - 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[===>..........................] - ETA: 4:41 - loss: 627.1274 - logits_profile_predictions_loss: 620.9264 - logcount_predictions_loss: 0.2960 366/2392 [===>..........................] - ETA: 4:40 - loss: 627.1330 - logits_profile_predictions_loss: 620.9323 - logcount_predictions_loss: 0.2960 367/2392 [===>..........................] - ETA: 4:40 - loss: 627.1387 - logits_profile_predictions_loss: 620.9383 - logcount_predictions_loss: 0.2960 368/2392 [===>..........................] - ETA: 4:40 - loss: 627.1442 - logits_profile_predictions_loss: 620.9441 - logcount_predictions_loss: 0.2960 369/2392 [===>..........................] - ETA: 4:40 - loss: 627.1501 - logits_profile_predictions_loss: 620.9503 - logcount_predictions_loss: 0.2959 370/2392 [===>..........................] - ETA: 4:40 - loss: 627.1553 - logits_profile_predictions_loss: 620.9559 - logcount_predictions_loss: 0.2959 371/2392 [===>..........................] - ETA: 4:40 - loss: 627.1596 - 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[===>..........................] - ETA: 4:39 - loss: 627.1881 - logits_profile_predictions_loss: 620.9909 - logcount_predictions_loss: 0.2958 379/2392 [===>..........................] - ETA: 4:39 - loss: 627.1913 - logits_profile_predictions_loss: 620.9944 - logcount_predictions_loss: 0.2958 380/2392 [===>..........................] - ETA: 4:39 - loss: 627.1947 - logits_profile_predictions_loss: 620.9980 - logcount_predictions_loss: 0.2958 381/2392 [===>..........................] - ETA: 4:38 - loss: 627.1980 - logits_profile_predictions_loss: 621.0016 - logcount_predictions_loss: 0.2958 382/2392 [===>..........................] - ETA: 4:38 - loss: 627.2014 - logits_profile_predictions_loss: 621.0052 - logcount_predictions_loss: 0.2958 383/2392 [===>..........................] - ETA: 4:38 - loss: 627.2047 - logits_profile_predictions_loss: 621.0089 - logcount_predictions_loss: 0.2958 384/2392 [===>..........................] - ETA: 4:38 - loss: 627.2083 - 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[===>..........................] - ETA: 4:37 - loss: 627.2322 - logits_profile_predictions_loss: 621.0383 - logcount_predictions_loss: 0.2957 392/2392 [===>..........................] - ETA: 4:37 - loss: 627.2359 - logits_profile_predictions_loss: 621.0422 - logcount_predictions_loss: 0.2956 393/2392 [===>..........................] - ETA: 4:37 - loss: 627.2393 - logits_profile_predictions_loss: 621.0459 - logcount_predictions_loss: 0.2956 394/2392 [===>..........................] - ETA: 4:37 - loss: 627.2428 - logits_profile_predictions_loss: 621.0496 - logcount_predictions_loss: 0.2956 395/2392 [===>..........................] - ETA: 4:36 - loss: 627.2462 - logits_profile_predictions_loss: 621.0532 - logcount_predictions_loss: 0.2956 396/2392 [===>..........................] - ETA: 4:36 - loss: 627.2494 - logits_profile_predictions_loss: 621.0566 - logcount_predictions_loss: 0.2956 397/2392 [===>..........................] - ETA: 4:36 - loss: 627.2522 - 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[====>.........................] - ETA: 4:35 - loss: 627.2668 - logits_profile_predictions_loss: 621.0758 - logcount_predictions_loss: 0.2955 405/2392 [====>.........................] - ETA: 4:35 - loss: 627.2686 - logits_profile_predictions_loss: 621.0778 - logcount_predictions_loss: 0.2955 406/2392 [====>.........................] - ETA: 4:35 - loss: 627.2701 - logits_profile_predictions_loss: 621.0795 - logcount_predictions_loss: 0.2955 407/2392 [====>.........................] - ETA: 4:35 - loss: 627.2711 - logits_profile_predictions_loss: 621.0807 - logcount_predictions_loss: 0.2955 408/2392 [====>.........................] - ETA: 4:35 - loss: 627.2725 - logits_profile_predictions_loss: 621.0822 - logcount_predictions_loss: 0.2955 409/2392 [====>.........................] - ETA: 4:35 - loss: 627.2742 - logits_profile_predictions_loss: 621.0842 - logcount_predictions_loss: 0.2955 410/2392 [====>.........................] - ETA: 4:34 - loss: 627.2763 - logits_profile_predictions_loss: 621.0866 - logcount_predictions_loss: 0.2955 411/2392 [====>.........................] - ETA: 4:34 - loss: 627.2786 - logits_profile_predictions_loss: 621.0890 - logcount_predictions_loss: 0.2955 412/2392 [====>.........................] - ETA: 4:34 - loss: 627.2803 - logits_profile_predictions_loss: 621.0909 - logcount_predictions_loss: 0.2954 413/2392 [====>.........................] - ETA: 4:34 - loss: 627.2821 - logits_profile_predictions_loss: 621.0930 - logcount_predictions_loss: 0.2954 414/2392 [====>.........................] - ETA: 4:34 - loss: 627.2839 - logits_profile_predictions_loss: 621.0950 - logcount_predictions_loss: 0.2954 415/2392 [====>.........................] - ETA: 4:34 - loss: 627.2855 - logits_profile_predictions_loss: 621.0967 - logcount_predictions_loss: 0.2954 416/2392 [====>.........................] - ETA: 4:34 - loss: 627.2869 - logits_profile_predictions_loss: 621.0983 - logcount_predictions_loss: 0.2954 417/2392 [====>.........................] - ETA: 4:33 - loss: 627.2883 - logits_profile_predictions_loss: 621.0999 - logcount_predictions_loss: 0.2954 418/2392 [====>.........................] - ETA: 4:33 - loss: 627.2900 - logits_profile_predictions_loss: 621.1018 - logcount_predictions_loss: 0.2954 419/2392 [====>.........................] - ETA: 4:33 - loss: 627.2921 - logits_profile_predictions_loss: 621.1040 - logcount_predictions_loss: 0.2954 420/2392 [====>.........................] - ETA: 4:33 - loss: 627.2942 - logits_profile_predictions_loss: 621.1063 - logcount_predictions_loss: 0.2954 421/2392 [====>.........................] - ETA: 4:33 - loss: 627.2960 - logits_profile_predictions_loss: 621.1083 - logcount_predictions_loss: 0.2954 422/2392 [====>.........................] - ETA: 4:33 - loss: 627.2975 - logits_profile_predictions_loss: 621.1099 - logcount_predictions_loss: 0.2954 423/2392 [====>.........................] - ETA: 4:33 - loss: 627.2986 - logits_profile_predictions_loss: 621.1112 - logcount_predictions_loss: 0.2953 424/2392 [====>.........................] - ETA: 4:32 - loss: 627.2999 - logits_profile_predictions_loss: 621.1126 - logcount_predictions_loss: 0.2953 425/2392 [====>.........................] - ETA: 4:32 - loss: 627.3011 - logits_profile_predictions_loss: 621.1140 - logcount_predictions_loss: 0.2953 426/2392 [====>.........................] - ETA: 4:32 - loss: 627.3023 - logits_profile_predictions_loss: 621.1154 - logcount_predictions_loss: 0.2953 427/2392 [====>.........................] - ETA: 4:32 - loss: 627.3037 - logits_profile_predictions_loss: 621.1170 - logcount_predictions_loss: 0.2953 428/2392 [====>.........................] - ETA: 4:32 - loss: 627.3057 - logits_profile_predictions_loss: 621.1191 - logcount_predictions_loss: 0.2953 429/2392 [====>.........................] - ETA: 4:32 - loss: 627.3077 - logits_profile_predictions_loss: 621.1213 - logcount_predictions_loss: 0.2953 430/2392 [====>.........................] - ETA: 4:32 - loss: 627.3100 - logits_profile_predictions_loss: 621.1237 - logcount_predictions_loss: 0.2953 431/2392 [====>.........................] - ETA: 4:31 - loss: 627.3123 - logits_profile_predictions_loss: 621.1262 - logcount_predictions_loss: 0.2953 432/2392 [====>.........................] - ETA: 4:31 - loss: 627.3146 - logits_profile_predictions_loss: 621.1287 - logcount_predictions_loss: 0.2953 433/2392 [====>.........................] - ETA: 4:31 - loss: 627.3171 - logits_profile_predictions_loss: 621.1313 - logcount_predictions_loss: 0.2953 434/2392 [====>.........................] - ETA: 4:31 - loss: 627.3195 - logits_profile_predictions_loss: 621.1338 - logcount_predictions_loss: 0.2953 435/2392 [====>.........................] - ETA: 4:31 - loss: 627.3219 - logits_profile_predictions_loss: 621.1364 - logcount_predictions_loss: 0.2953 436/2392 [====>.........................] - ETA: 4:31 - loss: 627.3244 - logits_profile_predictions_loss: 621.1391 - logcount_predictions_loss: 0.2952 437/2392 [====>.........................] - ETA: 4:31 - loss: 627.3269 - logits_profile_predictions_loss: 621.1418 - logcount_predictions_loss: 0.2952 438/2392 [====>.........................] - ETA: 4:31 - loss: 627.3292 - logits_profile_predictions_loss: 621.1443 - logcount_predictions_loss: 0.2952 439/2392 [====>.........................] - ETA: 4:30 - loss: 627.3314 - logits_profile_predictions_loss: 621.1467 - logcount_predictions_loss: 0.2952 440/2392 [====>.........................] - ETA: 4:30 - loss: 627.3336 - logits_profile_predictions_loss: 621.1490 - logcount_predictions_loss: 0.2952 441/2392 [====>.........................] - ETA: 4:30 - loss: 627.3355 - logits_profile_predictions_loss: 621.1511 - logcount_predictions_loss: 0.2952 442/2392 [====>.........................] - ETA: 4:30 - loss: 627.3372 - logits_profile_predictions_loss: 621.1529 - logcount_predictions_loss: 0.2952 443/2392 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logits_profile_predictions_loss: 624.3885 - logcount_predictions_loss: 0.2939 2342/2392 [============================>.] - ETA: 6s - loss: 630.5474 - logits_profile_predictions_loss: 624.3893 - logcount_predictions_loss: 0.2939 2343/2392 [============================>.] - ETA: 6s - loss: 630.5481 - logits_profile_predictions_loss: 624.3900 - logcount_predictions_loss: 0.2939 2344/2392 [============================>.] - ETA: 6s - loss: 630.5489 - logits_profile_predictions_loss: 624.3907 - logcount_predictions_loss: 0.2939 2345/2392 [============================>.] - ETA: 6s - loss: 630.5496 - logits_profile_predictions_loss: 624.3915 - logcount_predictions_loss: 0.2939 2346/2392 [============================>.] - ETA: 6s - loss: 630.5504 - logits_profile_predictions_loss: 624.3922 - logcount_predictions_loss: 0.2939 2347/2392 [============================>.] - ETA: 6s - loss: 630.5511 - logits_profile_predictions_loss: 624.3930 - logcount_predictions_loss: 0.2939 2348/2392 [============================>.] - ETA: 6s - loss: 630.5519 - logits_profile_predictions_loss: 624.3937 - logcount_predictions_loss: 0.2939 2349/2392 [============================>.] - ETA: 6s - loss: 630.5526 - logits_profile_predictions_loss: 624.3945 - logcount_predictions_loss: 0.2939 2350/2392 [============================>.] - ETA: 5s - loss: 630.5534 - logits_profile_predictions_loss: 624.3952 - logcount_predictions_loss: 0.2939 2351/2392 [============================>.] - ETA: 5s - loss: 630.5541 - logits_profile_predictions_loss: 624.3960 - logcount_predictions_loss: 0.2939 2352/2392 [============================>.] - ETA: 5s - loss: 630.5549 - logits_profile_predictions_loss: 624.3967 - logcount_predictions_loss: 0.2939 2353/2392 [============================>.] - ETA: 5s - loss: 630.5556 - logits_profile_predictions_loss: 624.3975 - logcount_predictions_loss: 0.2939 2354/2392 [============================>.] - ETA: 5s - loss: 630.5563 - logits_profile_predictions_loss: 624.3982 - logcount_predictions_loss: 0.2939 2355/2392 [============================>.] - ETA: 5s - loss: 630.5571 - logits_profile_predictions_loss: 624.3989 - logcount_predictions_loss: 0.2939 2356/2392 [============================>.] - ETA: 5s - loss: 630.5578 - logits_profile_predictions_loss: 624.3997 - logcount_predictions_loss: 0.2939 2357/2392 [============================>.] - ETA: 4s - loss: 630.5586 - logits_profile_predictions_loss: 624.4004 - logcount_predictions_loss: 0.2939 2358/2392 [============================>.] - ETA: 4s - loss: 630.5593 - logits_profile_predictions_loss: 624.4012 - logcount_predictions_loss: 0.2939 2359/2392 [============================>.] - ETA: 4s - loss: 630.5601 - logits_profile_predictions_loss: 624.4020 - logcount_predictions_loss: 0.2939 2360/2392 [============================>.] - ETA: 4s - loss: 630.5608 - logits_profile_predictions_loss: 624.4027 - logcount_predictions_loss: 0.2939 2361/2392 [============================>.] - ETA: 4s - loss: 630.5616 - logits_profile_predictions_loss: 624.4035 - logcount_predictions_loss: 0.2939 2362/2392 [============================>.] - ETA: 4s - loss: 630.5623 - logits_profile_predictions_loss: 624.4042 - logcount_predictions_loss: 0.2939 2363/2392 [============================>.] - ETA: 4s - loss: 630.5631 - logits_profile_predictions_loss: 624.4050 - logcount_predictions_loss: 0.2939 2364/2392 [============================>.] - ETA: 3s - loss: 630.5638 - logits_profile_predictions_loss: 624.4057 - logcount_predictions_loss: 0.2939 2365/2392 [============================>.] - ETA: 3s - loss: 630.5646 - logits_profile_predictions_loss: 624.4065 - logcount_predictions_loss: 0.2939 2366/2392 [============================>.] - ETA: 3s - loss: 630.5654 - logits_profile_predictions_loss: 624.4073 - logcount_predictions_loss: 0.2939 2367/2392 [============================>.] - ETA: 3s - loss: 630.5661 - logits_profile_predictions_loss: 624.4080 - logcount_predictions_loss: 0.2939 2368/2392 [============================>.] - ETA: 3s - loss: 630.5669 - logits_profile_predictions_loss: 624.4088 - logcount_predictions_loss: 0.2939 2369/2392 [============================>.] - ETA: 3s - loss: 630.5677 - logits_profile_predictions_loss: 624.4096 - logcount_predictions_loss: 0.2939 2370/2392 [============================>.] - ETA: 3s - loss: 630.5686 - logits_profile_predictions_loss: 624.4105 - logcount_predictions_loss: 0.2939 2371/2392 [============================>.] - ETA: 2s - loss: 630.5694 - logits_profile_predictions_loss: 624.4113 - logcount_predictions_loss: 0.2939 2372/2392 [============================>.] - ETA: 2s - loss: 630.5702 - logits_profile_predictions_loss: 624.4121 - logcount_predictions_loss: 0.2939 2373/2392 [============================>.] - ETA: 2s - loss: 630.5710 - logits_profile_predictions_loss: 624.4129 - logcount_predictions_loss: 0.2939 2374/2392 [============================>.] - ETA: 2s - loss: 630.5718 - logits_profile_predictions_loss: 624.4137 - logcount_predictions_loss: 0.2939 2375/2392 [============================>.] - ETA: 2s - loss: 630.5726 - logits_profile_predictions_loss: 624.4145 - logcount_predictions_loss: 0.2939 2376/2392 [============================>.] - ETA: 2s - loss: 630.5734 - logits_profile_predictions_loss: 624.4153 - logcount_predictions_loss: 0.2939 2377/2392 [============================>.] - ETA: 2s - loss: 630.5742 - logits_profile_predictions_loss: 624.4161 - logcount_predictions_loss: 0.2939 2378/2392 [============================>.] - ETA: 1s - loss: 630.5750 - logits_profile_predictions_loss: 624.4169 - logcount_predictions_loss: 0.2939 2379/2392 [============================>.] - ETA: 1s - loss: 630.5758 - logits_profile_predictions_loss: 624.4177 - logcount_predictions_loss: 0.2939 2380/2392 [============================>.] - ETA: 1s - loss: 630.5766 - logits_profile_predictions_loss: 624.4185 - logcount_predictions_loss: 0.2939 2381/2392 [============================>.] - ETA: 1s - loss: 630.5773 - logits_profile_predictions_loss: 624.4193 - logcount_predictions_loss: 0.2939 2382/2392 [============================>.] - ETA: 1s - loss: 630.5781 - logits_profile_predictions_loss: 624.4200 - logcount_predictions_loss: 0.2939 2383/2392 [============================>.] - ETA: 1s - loss: 630.5789 - logits_profile_predictions_loss: 624.4208 - logcount_predictions_loss: 0.2939 2384/2392 [============================>.] - ETA: 1s - loss: 630.5796 - logits_profile_predictions_loss: 624.4216 - logcount_predictions_loss: 0.2939 2385/2392 [============================>.] - ETA: 0s - loss: 630.5804 - logits_profile_predictions_loss: 624.4223 - logcount_predictions_loss: 0.2939 2386/2392 [============================>.] - ETA: 0s - loss: 630.5812 - logits_profile_predictions_loss: 624.4231 - logcount_predictions_loss: 0.2939 2387/2392 [============================>.] - ETA: 0s - loss: 630.5819 - logits_profile_predictions_loss: 624.4238 - logcount_predictions_loss: 0.2939 2388/2392 [============================>.] - ETA: 0s - loss: 630.5826 - logits_profile_predictions_loss: 624.4245 - logcount_predictions_loss: 0.2939 2389/2392 [============================>.] - ETA: 0s - loss: 630.5833 - logits_profile_predictions_loss: 624.4253 - logcount_predictions_loss: 0.2939 2390/2392 [============================>.] - ETA: 0s - loss: 630.5840 - logits_profile_predictions_loss: 624.4260 - logcount_predictions_loss: 0.2939 2391/2392 [============================>.] - ETA: 0s - loss: 630.5847 - logits_profile_predictions_loss: 624.4267 - logcount_predictions_loss: 0.2939 2392/2392 [==============================] - ETA: 0s - loss: 630.5854 - logits_profile_predictions_loss: 624.4274 - logcount_predictions_loss: 0.2939 2392/2392 [==============================] - 354s 148ms/step - loss: 630.5861 - logits_profile_predictions_loss: 624.4281 - logcount_predictions_loss: 0.2939 - val_loss: 788.2573 - val_logits_profile_predictions_loss: 780.1970 - val_logcount_predictions_loss: 0.3847 Epoch 00015: val_loss did not improve from 780.99567 Restoring model weights from the end of the best epoch. Epoch 00015: early stopping save model save model without bias 2022-10-15_05-26-36: 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//ENCSR299QGI//preprocessing/bigWigs/ENCSR299QGI.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//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/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(40703, 10) loading nonpeaks... got split:test for bed regions:(39801, 10) 0/315 100/315 200/315 300/315 2022-10-15_05-31-30: 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//ENCSR299QGI//preprocessing/bigWigs/ENCSR299QGI.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//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/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(40703, 10) loading nonpeaks... got split:test for bed regions:(39801, 10) 0/315 100/315 200/315 300/315 2022-10-15_05-36-06: 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//ENCSR299QGI//preprocessing/bigWigs/ENCSR299QGI.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//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/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(40703, 10) loading nonpeaks... got split:test for bed regions:(39801, 10) 0/315 100/315 200/315 300/315 2022-10-15_05-39-35: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//footprints 2022-10-15_05-39-35: 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/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//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 1/38 [..............................] - ETA: 4:27 3/38 [=>............................] - ETA: 11s  4/38 [==>...........................] - ETA: 14s 5/38 [==>...........................] - ETA: 15s 6/38 [===>..........................] - ETA: 16s 7/38 [====>.........................] - ETA: 16s 8/38 [=====>........................] - ETA: 16s 9/38 [======>.......................] - ETA: 15s 10/38 [======>.......................] - ETA: 15s 11/38 [=======>......................] - ETA: 15s 12/38 [========>.....................] - ETA: 14s 13/38 [=========>....................] - ETA: 14s 14/38 [==========>...................] - ETA: 13s 15/38 [==========>...................] - ETA: 13s 16/38 [===========>..................] - ETA: 12s 17/38 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[============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 31s 652ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 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[==============================] - ETA: 0s 38/38 [==============================] - 23s 627ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 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[==============================] - ETA: 0s 38/38 [==============================] - 23s 628ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 22s 3/38 [=>............................] - ETA: 21s 4/38 [==>...........................] - ETA: 21s 5/38 [==>...........................] - ETA: 20s 6/38 [===>..........................] - ETA: 19s 7/38 [====>.........................] - ETA: 19s 8/38 [=====>........................] - ETA: 18s 9/38 [======>.......................] - ETA: 18s 10/38 [======>.......................] - ETA: 17s 11/38 [=======>......................] - ETA: 16s 12/38 [========>.....................] - ETA: 16s 13/38 [=========>....................] - ETA: 15s 14/38 [==========>...................] - ETA: 14s 15/38 [==========>...................] - ETA: 14s 16/38 [===========>..................] - ETA: 13s 17/38 [============>.................] - ETA: 13s 18/38 [=============>................] - ETA: 12s 19/38 [==============>...............] - ETA: 11s 20/38 [==============>...............] - ETA: 11s 21/38 [===============>..............] - ETA: 10s 22/38 [================>.............] - ETA: 9s  23/38 [=================>............] - ETA: 9s 24/38 [=================>............] - ETA: 8s 25/38 [==================>...........] - ETA: 8s 26/38 [===================>..........] - ETA: 7s 27/38 [====================>.........] - ETA: 6s 28/38 [=====================>........] - ETA: 6s 29/38 [=====================>........] - ETA: 5s 30/38 [======================>.......] - ETA: 4s 31/38 [=======================>......] - ETA: 4s 32/38 [========================>.....] - ETA: 3s 33/38 [=========================>....] - ETA: 3s 34/38 [=========================>....] - ETA: 2s 35/38 [==========================>...] - ETA: 1s 36/38 [===========================>..] - ETA: 1s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 23s 627ms/step Saving marginal footprints 2022-10-15_05-41-44: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//footprints 2022-10-15_05-41-44: 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/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR299QGI//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 1/38 [..............................] - ETA: 2:13 3/38 [=>............................] - ETA: 1s  4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 6/38 [===>..........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 16/38 [===========>..................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 22/38 [================>.............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 34/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 6s 54ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 1s 4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 6/38 [===>..........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 0s 19/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 28/38 [=====================>........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 50ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 1s 4/38 [==>...........................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 8/38 [=====>........................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 11/38 [=======>......................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 19/38 [==============>...............] - ETA: 0s 20/38 [==============>...............] - ETA: 0s 21/38 [===============>..............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 24/38 [=================>............] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 30/38 [======================>.......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 36/38 [===========================>..] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 50ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 1s 3/38 [=>............................] - ETA: 1s 5/38 [==>...........................] - ETA: 1s 7/38 [====>.........................] - ETA: 1s 9/38 [======>.......................] - ETA: 1s 10/38 [======>.......................] - ETA: 1s 12/38 [========>.....................] - ETA: 1s 13/38 [=========>....................] - ETA: 1s 14/38 [==========>...................] - ETA: 1s 15/38 [==========>...................] - ETA: 1s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 20/38 [==============>...............] - ETA: 0s 22/38 [================>.............] - ETA: 0s 23/38 [=================>............] - ETA: 0s 25/38 [==================>...........] - ETA: 0s 26/38 [===================>..........] - ETA: 0s 27/38 [====================>.........] - ETA: 0s 29/38 [=====================>........] - ETA: 0s 31/38 [=======================>......] - ETA: 0s 32/38 [========================>.....] - ETA: 0s 33/38 [=========================>....] - ETA: 0s 35/38 [==========================>...] - ETA: 0s 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 2s 50ms/step Saving marginal footprints